warning: commands will be executed using /bin/sh
job 2612 at Fri Oct  3 12:42:00 2014
FileBase	/buz4/andresg/Cicero/Cicero08292014_reo/Cicero08292014_reo
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111110
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	0.600000
Subset	2
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 2007584 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1003792 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 52693 members 
Mstep: Class 3 contains 52794 members 
Mstep: Class 4 contains 52569 members 
Mstep: Class 5 contains 52670 members 
Mstep: Class 6 contains 52708 members 
Mstep: Class 7 contains 52874 members 
Mstep: Class 8 contains 52871 members 
Mstep: Class 9 contains 52610 members 
Mstep: Class 10 contains 52863 members 
Mstep: Class 11 contains 53236 members 
Mstep: Class 12 contains 52519 members 
Mstep: Class 13 contains 52963 members 
Mstep: Class 14 contains 52791 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 53270 members 
Mstep: Class 17 contains 52773 members 
Mstep: Class 18 contains 52636 members 
Mstep: Class 19 contains 53017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 197.772430 but Gain 2056.312500
Score: -99562304.000000 Penalty: 37013.601562
Iteration 0F: 19 clusters Score -9.95623e+07 nChanged 947384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2716 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 180478 members 
Mstep: Class 4 contains 207145 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 5958 members 
Mstep: Class 8 contains 95259 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 103653 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 28308 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 82876 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 172792 members 
Mstep: Class 19 contains 45178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1148.186890 but Gain 2056.312500
Score: -107523952.000000 Penalty: 34957.289062
Iteration 1F: 18 clusters Score -1.07524e+08 nChanged 375909
Entering Unmasked Mstep 
Mstep: Class 0 contains 2645 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 3 contains 216035 members 
Mstep: Class 4 contains 242245 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 15634 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 83922 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 10 contains 113754 members 
Mstep: Class 11 contains 7493 members 
Mstep: Class 12 contains 24714 members 
Mstep: Class 13 contains 23883 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 68226 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 121482 members 
Mstep: Class 19 contains 47921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108575728.000000 Penalty: 34957.289062
Iteration 2F: 18 clusters Score -1.085757e+08 nChanged 305103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2613 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 3 contains 204121 members 
Mstep: Class 4 contains 238502 members 
Mstep: Class 5 contains 16028 members 
Mstep: Class 6 contains 21504 members 
Mstep: Class 7 contains 7796 members 
Mstep: Class 8 contains 95296 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 115333 members 
Mstep: Class 11 contains 19056 members 
Mstep: Class 12 contains 27281 members 
Mstep: Class 13 contains 23316 members 
Mstep: Class 15 contains 4568 members 
Mstep: Class 16 contains 65794 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 78434 members 
Mstep: Class 19 contains 66222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109267496.000000 Penalty: 34957.289062
Iteration 3F: 18 clusters Score -1.092675e+08 nChanged 218447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 3 contains 188558 members 
Mstep: Class 4 contains 219733 members 
Mstep: Class 5 contains 19536 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 108675 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 10 contains 111597 members 
Mstep: Class 11 contains 26192 members 
Mstep: Class 12 contains 31529 members 
Mstep: Class 13 contains 20898 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 62914 members 
Mstep: Class 17 contains 14253 members 
Mstep: Class 18 contains 68589 members 
Mstep: Class 19 contains 85030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109662472.000000 Penalty: 34957.289062
Iteration 4F: 18 clusters Score -1.096625e+08 nChanged 152612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2484 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 3 contains 174812 members 
Mstep: Class 4 contains 202195 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 23422 members 
Mstep: Class 7 contains 10591 members 
Mstep: Class 8 contains 115007 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116922 members 
Mstep: Class 11 contains 28822 members 
Mstep: Class 12 contains 34466 members 
Mstep: Class 13 contains 19468 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 16313 members 
Mstep: Class 18 contains 68829 members 
Mstep: Class 19 contains 96014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109868904.000000 Penalty: 34957.289062
Iteration 5F: 18 clusters Score -1.098689e+08 nChanged 113702
Entering Unmasked Mstep 
Mstep: Class 0 contains 2260 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 3 contains 163290 members 
Mstep: Class 4 contains 189022 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 23694 members 
Mstep: Class 7 contains 12080 members 
Mstep: Class 8 contains 117168 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 128543 members 
Mstep: Class 11 contains 29895 members 
Mstep: Class 12 contains 36822 members 
Mstep: Class 13 contains 18622 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 57516 members 
Mstep: Class 17 contains 17538 members 
Mstep: Class 18 contains 68746 members 
Mstep: Class 19 contains 101766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110053216.000000 Penalty: 34957.289062
Iteration 6F: 18 clusters Score -1.100532e+08 nChanged 91507
Entering Unmasked Mstep 
Mstep: Class 0 contains 1561 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 3 contains 155102 members 
Mstep: Class 4 contains 178439 members 
Mstep: Class 5 contains 21679 members 
Mstep: Class 6 contains 23509 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 116616 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 143088 members 
Mstep: Class 11 contains 30310 members 
Mstep: Class 12 contains 38492 members 
Mstep: Class 13 contains 18330 members 
Mstep: Class 15 contains 6617 members 
Mstep: Class 16 contains 54948 members 
Mstep: Class 17 contains 18178 members 
Mstep: Class 18 contains 67491 members 
Mstep: Class 19 contains 102409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110211736.000000 Penalty: 34957.289062
Iteration 7F: 18 clusters Score -1.102117e+08 nChanged 77245
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 3 contains 149163 members 
Mstep: Class 4 contains 171243 members 
Mstep: Class 5 contains 21634 members 
Mstep: Class 6 contains 23222 members 
Mstep: Class 7 contains 16049 members 
Mstep: Class 8 contains 114522 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 156245 members 
Mstep: Class 11 contains 30405 members 
Mstep: Class 12 contains 38260 members 
Mstep: Class 13 contains 18207 members 
Mstep: Class 15 contains 8129 members 
Mstep: Class 16 contains 54181 members 
Mstep: Class 17 contains 18410 members 
Mstep: Class 18 contains 65660 members 
Mstep: Class 19 contains 100701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110326184.000000 Penalty: 34957.289062
Iteration 8F: 18 clusters Score -1.103262e+08 nChanged 63895
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 3 contains 143984 members 
Mstep: Class 4 contains 166581 members 
Mstep: Class 5 contains 21802 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 18419 members 
Mstep: Class 8 contains 111479 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 166582 members 
Mstep: Class 11 contains 30351 members 
Mstep: Class 12 contains 37658 members 
Mstep: Class 13 contains 18123 members 
Mstep: Class 15 contains 9231 members 
Mstep: Class 16 contains 53719 members 
Mstep: Class 17 contains 18291 members 
Mstep: Class 18 contains 63864 members 
Mstep: Class 19 contains 99326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110380288.000000 Penalty: 34957.289062
Iteration 9F: 18 clusters Score -1.103803e+08 nChanged 52322
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 3 contains 138849 members 
Mstep: Class 4 contains 163415 members 
Mstep: Class 5 contains 22109 members 
Mstep: Class 6 contains 23380 members 
Mstep: Class 7 contains 20643 members 
Mstep: Class 8 contains 107897 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 174089 members 
Mstep: Class 11 contains 30258 members 
Mstep: Class 12 contains 37081 members 
Mstep: Class 13 contains 18059 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 53041 members 
Mstep: Class 17 contains 17964 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 99574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110424544.000000 Penalty: 34957.289062
Iteration 10F: 18 clusters Score -1.104245e+08 nChanged 43550
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 3 contains 134026 members 
Mstep: Class 4 contains 161551 members 
Mstep: Class 5 contains 22540 members 
Mstep: Class 6 contains 23726 members 
Mstep: Class 7 contains 22280 members 
Mstep: Class 8 contains 103912 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 179643 members 
Mstep: Class 11 contains 30147 members 
Mstep: Class 12 contains 36660 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 15 contains 10644 members 
Mstep: Class 16 contains 52323 members 
Mstep: Class 17 contains 17588 members 
Mstep: Class 18 contains 63751 members 
Mstep: Class 19 contains 100808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110456592.000000 Penalty: 34957.289062
Iteration 11Q: 18 clusters Score -1.104566e+08 nChanged 37034
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 3 contains 129929 members 
Mstep: Class 4 contains 161196 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 24104 members 
Mstep: Class 7 contains 23464 members 
Mstep: Class 8 contains 99701 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 183307 members 
Mstep: Class 11 contains 29999 members 
Mstep: Class 12 contains 36459 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 51501 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 64722 members 
Mstep: Class 19 contains 102180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110478688.000000 Penalty: 34957.289062
Iteration 12Q: 18 clusters Score -1.104787e+08 nChanged 31115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 3 contains 127042 members 
Mstep: Class 4 contains 161615 members 
Mstep: Class 5 contains 23481 members 
Mstep: Class 6 contains 24422 members 
Mstep: Class 7 contains 24036 members 
Mstep: Class 8 contains 95789 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 185412 members 
Mstep: Class 11 contains 29805 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 50622 members 
Mstep: Class 17 contains 17225 members 
Mstep: Class 18 contains 66074 members 
Mstep: Class 19 contains 103553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110491144.000000 Penalty: 34957.289062
Iteration 13Q: 18 clusters Score -1.104911e+08 nChanged 26428
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 3 contains 125158 members 
Mstep: Class 4 contains 162534 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 24746 members 
Mstep: Class 7 contains 24251 members 
Mstep: Class 8 contains 92121 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 186517 members 
Mstep: Class 11 contains 29562 members 
Mstep: Class 12 contains 36489 members 
Mstep: Class 13 contains 17736 members 
Mstep: Class 15 contains 11705 members 
Mstep: Class 16 contains 49512 members 
Mstep: Class 17 contains 17177 members 
Mstep: Class 18 contains 67642 members 
Mstep: Class 19 contains 104740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110501784.000000 Penalty: 34957.289062
Iteration 14Q: 18 clusters Score -1.105018e+08 nChanged 23384
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 3 contains 123977 members 
Mstep: Class 4 contains 163600 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 24963 members 
Mstep: Class 7 contains 24331 members 
Mstep: Class 8 contains 88768 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 186857 members 
Mstep: Class 11 contains 29291 members 
Mstep: Class 12 contains 36619 members 
Mstep: Class 13 contains 17658 members 
Mstep: Class 15 contains 11898 members 
Mstep: Class 16 contains 48406 members 
Mstep: Class 17 contains 17154 members 
Mstep: Class 18 contains 69402 members 
Mstep: Class 19 contains 105777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110511736.000000 Penalty: 34957.289062
Iteration 15Q: 18 clusters Score -1.105117e+08 nChanged 21286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 3 contains 123033 members 
Mstep: Class 4 contains 164876 members 
Mstep: Class 5 contains 24349 members 
Mstep: Class 6 contains 25160 members 
Mstep: Class 7 contains 24278 members 
Mstep: Class 8 contains 85755 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 186817 members 
Mstep: Class 11 contains 28999 members 
Mstep: Class 12 contains 36783 members 
Mstep: Class 13 contains 17610 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 47284 members 
Mstep: Class 17 contains 17158 members 
Mstep: Class 18 contains 71247 members 
Mstep: Class 19 contains 106610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110520008.000000 Penalty: 34957.289062
Iteration 16Q: 18 clusters Score -1.1052e+08 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 3 contains 122114 members 
Mstep: Class 4 contains 166009 members 
Mstep: Class 5 contains 24580 members 
Mstep: Class 6 contains 25326 members 
Mstep: Class 7 contains 24175 members 
Mstep: Class 8 contains 83179 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 186791 members 
Mstep: Class 11 contains 28674 members 
Mstep: Class 12 contains 36987 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 15 contains 12177 members 
Mstep: Class 16 contains 46197 members 
Mstep: Class 17 contains 17178 members 
Mstep: Class 18 contains 73185 members 
Mstep: Class 19 contains 107187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110527296.000000 Penalty: 34957.289062
Iteration 17Q: 18 clusters Score -1.105273e+08 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 3 contains 121218 members 
Mstep: Class 4 contains 166947 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 25426 members 
Mstep: Class 7 contains 24080 members 
Mstep: Class 8 contains 80941 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 186549 members 
Mstep: Class 11 contains 28369 members 
Mstep: Class 12 contains 37134 members 
Mstep: Class 13 contains 17540 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 45287 members 
Mstep: Class 17 contains 17207 members 
Mstep: Class 18 contains 75165 members 
Mstep: Class 19 contains 107750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110533184.000000 Penalty: 34957.289062
Iteration 18Q: 18 clusters Score -1.105332e+08 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 3 contains 120315 members 
Mstep: Class 4 contains 167617 members 
Mstep: Class 5 contains 24980 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 23994 members 
Mstep: Class 8 contains 78990 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 186345 members 
Mstep: Class 11 contains 28110 members 
Mstep: Class 12 contains 37239 members 
Mstep: Class 13 contains 17520 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 44413 members 
Mstep: Class 17 contains 17241 members 
Mstep: Class 18 contains 77140 members 
Mstep: Class 19 contains 108422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110537616.000000 Penalty: 34957.289062
Iteration 19Q: 18 clusters Score -1.105376e+08 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 3 contains 119493 members 
Mstep: Class 4 contains 168124 members 
Mstep: Class 5 contains 25119 members 
Mstep: Class 6 contains 25470 members 
Mstep: Class 7 contains 23930 members 
Mstep: Class 8 contains 77366 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 186237 members 
Mstep: Class 11 contains 27902 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 17511 members 
Mstep: Class 15 contains 12498 members 
Mstep: Class 16 contains 43630 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 78853 members 
Mstep: Class 19 contains 109015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110541832.000000 Penalty: 34957.289062
Iteration 20F: 18 clusters Score -1.105418e+08 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 3 contains 118760 members 
Mstep: Class 4 contains 168406 members 
Mstep: Class 5 contains 25272 members 
Mstep: Class 6 contains 25438 members 
Mstep: Class 7 contains 23868 members 
Mstep: Class 8 contains 75712 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 186220 members 
Mstep: Class 11 contains 27748 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 17511 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 42917 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 80407 members 
Mstep: Class 19 contains 109871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110546680.000000 Penalty: 34957.289062
Iteration 21Q: 18 clusters Score -1.105467e+08 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 3 contains 118092 members 
Mstep: Class 4 contains 168572 members 
Mstep: Class 5 contains 25414 members 
Mstep: Class 6 contains 25401 members 
Mstep: Class 7 contains 23828 members 
Mstep: Class 8 contains 74201 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 186300 members 
Mstep: Class 11 contains 27626 members 
Mstep: Class 12 contains 37288 members 
Mstep: Class 13 contains 17496 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 42347 members 
Mstep: Class 17 contains 17205 members 
Mstep: Class 18 contains 81808 members 
Mstep: Class 19 contains 110647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110550008.000000 Penalty: 34957.289062
Iteration 22Q: 18 clusters Score -1.1055e+08 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 3 contains 117486 members 
Mstep: Class 4 contains 168778 members 
Mstep: Class 5 contains 25522 members 
Mstep: Class 6 contains 25345 members 
Mstep: Class 7 contains 23799 members 
Mstep: Class 8 contains 72823 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 186413 members 
Mstep: Class 11 contains 27549 members 
Mstep: Class 12 contains 37264 members 
Mstep: Class 13 contains 17488 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 41838 members 
Mstep: Class 17 contains 17146 members 
Mstep: Class 18 contains 83086 members 
Mstep: Class 19 contains 111299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110553432.000000 Penalty: 34957.289062
Iteration 23Q: 18 clusters Score -1.105534e+08 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 3 contains 116914 members 
Mstep: Class 4 contains 169040 members 
Mstep: Class 5 contains 25596 members 
Mstep: Class 6 contains 25266 members 
Mstep: Class 7 contains 23772 members 
Mstep: Class 8 contains 71658 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 186605 members 
Mstep: Class 11 contains 27494 members 
Mstep: Class 12 contains 37247 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 15 contains 13023 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 17067 members 
Mstep: Class 18 contains 84137 members 
Mstep: Class 19 contains 111734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110556400.000000 Penalty: 34957.289062
Iteration 24Q: 18 clusters Score -1.105564e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 3 contains 116467 members 
Mstep: Class 4 contains 169248 members 
Mstep: Class 5 contains 25640 members 
Mstep: Class 6 contains 25188 members 
Mstep: Class 7 contains 23778 members 
Mstep: Class 8 contains 70695 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 186772 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 37222 members 
Mstep: Class 13 contains 17547 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 41083 members 
Mstep: Class 17 contains 16924 members 
Mstep: Class 18 contains 85071 members 
Mstep: Class 19 contains 111947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110559176.000000 Penalty: 34957.289062
Iteration 25Q: 18 clusters Score -1.105592e+08 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 3 contains 116068 members 
Mstep: Class 4 contains 169313 members 
Mstep: Class 5 contains 25686 members 
Mstep: Class 6 contains 25167 members 
Mstep: Class 7 contains 23803 members 
Mstep: Class 8 contains 69971 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187014 members 
Mstep: Class 11 contains 27416 members 
Mstep: Class 12 contains 37186 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 15 contains 13415 members 
Mstep: Class 16 contains 40814 members 
Mstep: Class 17 contains 16798 members 
Mstep: Class 18 contains 85817 members 
Mstep: Class 19 contains 112000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110561424.000000 Penalty: 34957.289062
Iteration 26Q: 18 clusters Score -1.105614e+08 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 3 contains 115709 members 
Mstep: Class 4 contains 169330 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 25150 members 
Mstep: Class 7 contains 23832 members 
Mstep: Class 8 contains 69452 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187230 members 
Mstep: Class 11 contains 27367 members 
Mstep: Class 12 contains 37139 members 
Mstep: Class 13 contains 17677 members 
Mstep: Class 15 contains 13653 members 
Mstep: Class 16 contains 40567 members 
Mstep: Class 17 contains 16644 members 
Mstep: Class 18 contains 86545 members 
Mstep: Class 19 contains 111813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110563456.000000 Penalty: 34957.289062
Iteration 27Q: 18 clusters Score -1.105635e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 3 contains 115383 members 
Mstep: Class 4 contains 169315 members 
Mstep: Class 5 contains 25865 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 69067 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187456 members 
Mstep: Class 11 contains 27325 members 
Mstep: Class 12 contains 37089 members 
Mstep: Class 13 contains 17788 members 
Mstep: Class 15 contains 13880 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 87130 members 
Mstep: Class 19 contains 111551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110565552.000000 Penalty: 34957.289062
Iteration 28Q: 18 clusters Score -1.105656e+08 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 3 contains 115097 members 
Mstep: Class 4 contains 169242 members 
Mstep: Class 5 contains 25952 members 
Mstep: Class 6 contains 25257 members 
Mstep: Class 7 contains 23877 members 
Mstep: Class 8 contains 68793 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187558 members 
Mstep: Class 11 contains 27283 members 
Mstep: Class 12 contains 37046 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 15 contains 14051 members 
Mstep: Class 16 contains 40080 members 
Mstep: Class 17 contains 16406 members 
Mstep: Class 18 contains 87685 members 
Mstep: Class 19 contains 111304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110567848.000000 Penalty: 34957.289062
Iteration 29Q: 18 clusters Score -1.105678e+08 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 3 contains 114846 members 
Mstep: Class 4 contains 169125 members 
Mstep: Class 5 contains 26040 members 
Mstep: Class 6 contains 25355 members 
Mstep: Class 7 contains 23886 members 
Mstep: Class 8 contains 68554 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187621 members 
Mstep: Class 11 contains 27252 members 
Mstep: Class 12 contains 37018 members 
Mstep: Class 13 contains 18195 members 
Mstep: Class 15 contains 14191 members 
Mstep: Class 16 contains 39873 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 111133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110569136.000000 Penalty: 34957.289062
Iteration 30Q: 18 clusters Score -1.105691e+08 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 3 contains 114624 members 
Mstep: Class 4 contains 168906 members 
Mstep: Class 5 contains 26153 members 
Mstep: Class 6 contains 25526 members 
Mstep: Class 7 contains 23893 members 
Mstep: Class 8 contains 68339 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187673 members 
Mstep: Class 11 contains 27217 members 
Mstep: Class 12 contains 36994 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 39703 members 
Mstep: Class 17 contains 16236 members 
Mstep: Class 18 contains 88471 members 
Mstep: Class 19 contains 110945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110571232.000000 Penalty: 34957.289062
Iteration 31Q: 18 clusters Score -1.105712e+08 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 3 contains 114391 members 
Mstep: Class 4 contains 168635 members 
Mstep: Class 5 contains 26307 members 
Mstep: Class 6 contains 25739 members 
Mstep: Class 7 contains 23880 members 
Mstep: Class 8 contains 68175 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187703 members 
Mstep: Class 11 contains 27201 members 
Mstep: Class 12 contains 36972 members 
Mstep: Class 13 contains 18795 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 39537 members 
Mstep: Class 17 contains 16140 members 
Mstep: Class 18 contains 88883 members 
Mstep: Class 19 contains 110742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110573224.000000 Penalty: 34957.289062
Iteration 32Q: 18 clusters Score -1.105732e+08 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 3 contains 114156 members 
Mstep: Class 4 contains 168269 members 
Mstep: Class 5 contains 26499 members 
Mstep: Class 6 contains 25998 members 
Mstep: Class 7 contains 23853 members 
Mstep: Class 8 contains 68057 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187673 members 
Mstep: Class 11 contains 27187 members 
Mstep: Class 12 contains 36962 members 
Mstep: Class 13 contains 19191 members 
Mstep: Class 15 contains 14258 members 
Mstep: Class 16 contains 39397 members 
Mstep: Class 17 contains 16062 members 
Mstep: Class 18 contains 89240 members 
Mstep: Class 19 contains 110559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110575248.000000 Penalty: 34957.289062
Iteration 33Q: 18 clusters Score -1.105752e+08 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 3 contains 113913 members 
Mstep: Class 4 contains 167897 members 
Mstep: Class 5 contains 26744 members 
Mstep: Class 6 contains 26290 members 
Mstep: Class 7 contains 23835 members 
Mstep: Class 8 contains 67966 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187566 members 
Mstep: Class 11 contains 27197 members 
Mstep: Class 12 contains 36945 members 
Mstep: Class 13 contains 19554 members 
Mstep: Class 15 contains 14201 members 
Mstep: Class 16 contains 39272 members 
Mstep: Class 17 contains 16088 members 
Mstep: Class 18 contains 89546 members 
Mstep: Class 19 contains 110367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110577696.000000 Penalty: 34957.289062
Iteration 34Q: 18 clusters Score -1.105777e+08 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 3 contains 113683 members 
Mstep: Class 4 contains 167428 members 
Mstep: Class 5 contains 27022 members 
Mstep: Class 6 contains 26626 members 
Mstep: Class 7 contains 23821 members 
Mstep: Class 8 contains 67848 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187407 members 
Mstep: Class 11 contains 27206 members 
Mstep: Class 12 contains 36928 members 
Mstep: Class 13 contains 19806 members 
Mstep: Class 15 contains 14176 members 
Mstep: Class 16 contains 39150 members 
Mstep: Class 17 contains 16253 members 
Mstep: Class 18 contains 89897 members 
Mstep: Class 19 contains 110176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110580832.000000 Penalty: 34957.289062
Iteration 35Q: 18 clusters Score -1.105808e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 3 contains 113447 members 
Mstep: Class 4 contains 166955 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 27071 members 
Mstep: Class 7 contains 23814 members 
Mstep: Class 8 contains 67699 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187228 members 
Mstep: Class 11 contains 27222 members 
Mstep: Class 12 contains 36908 members 
Mstep: Class 13 contains 19995 members 
Mstep: Class 15 contains 14101 members 
Mstep: Class 16 contains 39038 members 
Mstep: Class 17 contains 16500 members 
Mstep: Class 18 contains 90240 members 
Mstep: Class 19 contains 109943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110583240.000000 Penalty: 34957.289062
Iteration 36Q: 18 clusters Score -1.105832e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 3 contains 113208 members 
Mstep: Class 4 contains 166437 members 
Mstep: Class 5 contains 27557 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23787 members 
Mstep: Class 8 contains 67574 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 187034 members 
Mstep: Class 11 contains 27249 members 
Mstep: Class 12 contains 36899 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 15 contains 14051 members 
Mstep: Class 16 contains 38940 members 
Mstep: Class 17 contains 16717 members 
Mstep: Class 18 contains 90635 members 
Mstep: Class 19 contains 109702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110585400.000000 Penalty: 34957.289062
Iteration 37Q: 18 clusters Score -1.105854e+08 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 3 contains 112973 members 
Mstep: Class 4 contains 165744 members 
Mstep: Class 5 contains 27816 members 
Mstep: Class 6 contains 28027 members 
Mstep: Class 7 contains 23762 members 
Mstep: Class 8 contains 67534 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186873 members 
Mstep: Class 11 contains 27261 members 
Mstep: Class 12 contains 36884 members 
Mstep: Class 13 contains 20178 members 
Mstep: Class 15 contains 13999 members 
Mstep: Class 16 contains 38840 members 
Mstep: Class 17 contains 16948 members 
Mstep: Class 18 contains 91110 members 
Mstep: Class 19 contains 109485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110587384.000000 Penalty: 34957.289062
Iteration 38Q: 18 clusters Score -1.105874e+08 nChanged 5461
Entering ConstructFrom: 
Score: -110587384.000000 Penalty: 34957.289062
Entering ConstructFrom: 
Trying to split cluster 1 (33248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Entering Unmasked Estep 
Score: -3733276.250000 Penalty: 1549.268433
	Iteration 0F: 2 clusters Score -3733276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3711641.250000 Penalty: 3098.536865
	Iteration 0F: 3 clusters Score -3711641 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3720148.500000 Penalty: 3098.536865
	Iteration 1F: 3 clusters Score -3720148 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3720965.000000 Penalty: 3098.536865
	Iteration 2F: 3 clusters Score -3720965 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3721923.750000 Penalty: 3098.536865
	Iteration 3F: 3 clusters Score -3721924 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3722911.000000 Penalty: 3098.536865
	Iteration 4F: 3 clusters Score -3722911 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3724023.000000 Penalty: 3098.536865
	Iteration 5F: 3 clusters Score -3724023 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3725301.750000 Penalty: 3098.536865
	Iteration 6F: 3 clusters Score -3725302 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3726618.500000 Penalty: 3098.536865
	Iteration 7F: 3 clusters Score -3726618 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3727840.750000 Penalty: 3098.536865
	Iteration 8F: 3 clusters Score -3727841 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3728792.000000 Penalty: 3098.536865
	Iteration 9Q: 3 clusters Score -3728792 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3729484.250000 Penalty: 3098.536865
	Iteration 10Q: 3 clusters Score -3729484 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3729974.750000 Penalty: 3098.536865
	Iteration 11Q: 3 clusters Score -3729975 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3730395.750000 Penalty: 3098.536865
	Iteration 12Q: 3 clusters Score -3730396 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3730790.500000 Penalty: 3098.536865
	Iteration 13Q: 3 clusters Score -3730790 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3731210.250000 Penalty: 3098.536865
	Iteration 14Q: 3 clusters Score -3731210 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3731622.500000 Penalty: 3098.536865
	Iteration 15Q: 3 clusters Score -3731622 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3731996.250000 Penalty: 3098.536865
	Iteration 16Q: 3 clusters Score -3731996 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3732331.750000 Penalty: 3098.536865
	Iteration 17Q: 3 clusters Score -3732332 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3732606.250000 Penalty: 3098.536865
	Iteration 18Q: 3 clusters Score -3732606 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3732810.250000 Penalty: 3098.536865
	Iteration 19Q: 3 clusters Score -3732810 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3732968.250000 Penalty: 3098.536865
	Iteration 20F: 3 clusters Score -3732968 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3733058.250000 Penalty: 3098.536865
	Iteration 21Q: 3 clusters Score -3733058 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3733127.750000 Penalty: 3098.536865
	Iteration 22Q: 3 clusters Score -3733128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3733161.000000 Penalty: 3098.536865
	Iteration 23Q: 3 clusters Score -3733161 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3733176.250000 Penalty: 3098.536865
	Iteration 24Q: 3 clusters Score -3733176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3733186.500000 Penalty: 3098.536865
	Iteration 25Q: 3 clusters Score -3733186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3733192.000000 Penalty: 3098.536865
	Iteration 26Q: 3 clusters Score -3733192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3733196.250000 Penalty: 3098.536865
	Iteration 27Q: 3 clusters Score -3733196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3733206.750000 Penalty: 3098.536865
	Iteration 28Q: 3 clusters Score -3733207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3733212.500000 Penalty: 3098.536865
	Iteration 29Q: 3 clusters Score -3733212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3733215.000000 Penalty: 3098.536865
	Iteration 30Q: 3 clusters Score -3733215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3733216.750000 Penalty: 3098.536865
	Iteration 31Q: 3 clusters Score -3733217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3733211.250000 Penalty: 3098.536865
	Iteration 32Q: 3 clusters Score -3733211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3733211.750000 Penalty: 3098.536865
	Iteration 33Q: 3 clusters Score -3733212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3733215.250000 Penalty: 3098.536865
	Iteration 34Q: 3 clusters Score -3733215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3733219.250000 Penalty: 3098.536865
	Iteration 35Q: 3 clusters Score -3733219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3733225.000000 Penalty: 3098.536865
	Iteration 36Q: 3 clusters Score -3733225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3733220.750000 Penalty: 3098.536865
	Iteration 37Q: 3 clusters Score -3733221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3733219.000000 Penalty: 3098.536865
	Iteration 38Q: 3 clusters Score -3733219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3733223.750000 Penalty: 3098.536865
	Iteration 39Q: 3 clusters Score -3733224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3733214.750000 Penalty: 3098.536865
	Iteration 40F: 3 clusters Score -3733215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3733224.000000 Penalty: 3098.536865
	Iteration 41Q: 3 clusters Score -3733224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3733219.750000 Penalty: 3098.536865
	Iteration 42Q: 3 clusters Score -3733220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3733220.500000 Penalty: 3098.536865
	Iteration 43Q: 3 clusters Score -3733220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3733221.250000 Penalty: 3098.536865
	Iteration 44Q: 3 clusters Score -3733221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3733227.750000 Penalty: 3098.536865
	Iteration 45Q: 3 clusters Score -3733228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3733234.000000 Penalty: 3098.536865
	Iteration 46Q: 3 clusters Score -3733234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3733225.500000 Penalty: 3098.536865
	Iteration 47Q: 3 clusters Score -3733226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3733226.500000 Penalty: 3098.536865
	Iteration 48Q: 3 clusters Score -3733226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3733227.500000 Penalty: 3098.536865
	Iteration 49Q: 3 clusters Score -3733228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3733234.000000 Penalty: 3098.536865
	Iteration 50Q: 3 clusters Score -3733234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3733227.250000 Penalty: 3098.536865
	Iteration 51Q: 3 clusters Score -3733227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3733229.750000 Penalty: 3098.536865
	Iteration 52Q: 3 clusters Score -3733230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3733228.500000 Penalty: 3098.536865
	Iteration 53Q: 3 clusters Score -3733228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3733230.750000 Penalty: 3098.536865
	Iteration 54Q: 3 clusters Score -3733231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3733232.750000 Penalty: 3098.536865
	Iteration 55Q: 3 clusters Score -3733233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3733231.750000 Penalty: 3098.536865
	Iteration 56Q: 3 clusters Score -3733232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3733231.750000 Penalty: 3098.536865
	Iteration 57F: 3 clusters Score -3733232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Entering Unmasked Estep 
Score: -13015290.000000 Penalty: 1730.941528
	Iteration 0F: 2 clusters Score -1.301529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -12948354.000000 Penalty: 3461.883057
	Iteration 0F: 3 clusters Score -1.294835e+07 nChanged 53547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -12980089.000000 Penalty: 3461.883057
	Iteration 1F: 3 clusters Score -1.298009e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -12983614.000000 Penalty: 3461.883057
	Iteration 2F: 3 clusters Score -1.298361e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -12991060.000000 Penalty: 3461.883057
	Iteration 3F: 3 clusters Score -1.299106e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -13004642.000000 Penalty: 3461.883057
	Iteration 4F: 3 clusters Score -1.300464e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -13023016.000000 Penalty: 3461.883057
	Iteration 5F: 3 clusters Score -1.302302e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -13036612.000000 Penalty: 3461.883057
	Iteration 6F: 3 clusters Score -1.303661e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -13041890.000000 Penalty: 3461.883057
	Iteration 7F: 3 clusters Score -1.304189e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -13045092.000000 Penalty: 3461.883057
	Iteration 8Q: 3 clusters Score -1.304509e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -13047778.000000 Penalty: 3461.883057
	Iteration 9Q: 3 clusters Score -1.304778e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -13049424.000000 Penalty: 3461.883057
	Iteration 10Q: 3 clusters Score -1.304942e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -13050181.000000 Penalty: 3461.883057
	Iteration 11Q: 3 clusters Score -1.305018e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -13050485.000000 Penalty: 3461.883057
	Iteration 12Q: 3 clusters Score -1.305048e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -13050584.000000 Penalty: 3461.883057
	Iteration 13Q: 3 clusters Score -1.305058e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -13050579.000000 Penalty: 3461.883057
	Iteration 14Q: 3 clusters Score -1.305058e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -13050640.000000 Penalty: 3461.883057
	Iteration 15Q: 3 clusters Score -1.305064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -13050658.000000 Penalty: 3461.883057
	Iteration 16Q: 3 clusters Score -1.305066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -13050687.000000 Penalty: 3461.883057
	Iteration 17Q: 3 clusters Score -1.305069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -13050673.000000 Penalty: 3461.883057
	Iteration 18Q: 3 clusters Score -1.305067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -13050668.000000 Penalty: 3461.883057
	Iteration 19Q: 3 clusters Score -1.305067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -13050670.000000 Penalty: 3461.883057
	Iteration 20F: 3 clusters Score -1.305067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -13050657.000000 Penalty: 3461.883057
	Iteration 21Q: 3 clusters Score -1.305066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -13050654.000000 Penalty: 3461.883057
	Iteration 22Q: 3 clusters Score -1.305065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -13050655.000000 Penalty: 3461.883057
	Iteration 23Q: 3 clusters Score -1.305066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -13050650.000000 Penalty: 3461.883057
	Iteration 24Q: 3 clusters Score -1.305065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -13050650.000000 Penalty: 3461.883057
	Iteration 25F: 3 clusters Score -1.305065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 164963 members 
Mstep: Class 5 contains 28091 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 67480 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Entering Unmasked Estep 
Score: -110624944.000000 Penalty: 37013.601562
Splitting cluster 3 changes total score from -110587384.000000 to -110624944.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (164963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Entering Unmasked Estep 
Score: -18742006.000000 Penalty: 1787.605347
	Iteration 0F: 2 clusters Score -1.874201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -18657210.000000 Penalty: 3575.210693
	Iteration 0F: 3 clusters Score -1.865721e+07 nChanged 78913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -18707622.000000 Penalty: 3575.210693
	Iteration 1F: 3 clusters Score -1.870762e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -18715006.000000 Penalty: 3575.210693
	Iteration 2F: 3 clusters Score -1.871501e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -18726364.000000 Penalty: 3575.210693
	Iteration 3F: 3 clusters Score -1.872636e+07 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -18741850.000000 Penalty: 3575.210693
	Iteration 4F: 3 clusters Score -1.874185e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -18762078.000000 Penalty: 3575.210693
	Iteration 5F: 3 clusters Score -1.876208e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -18778846.000000 Penalty: 3575.210693
	Iteration 6F: 3 clusters Score -1.877885e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -18792078.000000 Penalty: 3575.210693
	Iteration 7Q: 3 clusters Score -1.879208e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -18803870.000000 Penalty: 3575.210693
	Iteration 8Q: 3 clusters Score -1.880387e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119920 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -18807884.000000 Penalty: 3575.210693
	Iteration 9Q: 3 clusters Score -1.880788e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -18808098.000000 Penalty: 3575.210693
	Iteration 10Q: 3 clusters Score -1.88081e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -18808098.000000 Penalty: 3575.210693
	Iteration 11Q: 3 clusters Score -1.88081e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -18808060.000000 Penalty: 3575.210693
	Iteration 12Q: 3 clusters Score -1.880806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -18808056.000000 Penalty: 3575.210693
	Iteration 13Q: 3 clusters Score -1.880806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -18808048.000000 Penalty: 3575.210693
	Iteration 14Q: 3 clusters Score -1.880805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -18808040.000000 Penalty: 3575.210693
	Iteration 15Q: 3 clusters Score -1.880804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -18808040.000000 Penalty: 3575.210693
	Iteration 16F: 3 clusters Score -1.880804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 28091 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 67480 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Entering Unmasked Estep 
Score: -110692312.000000 Penalty: 39069.914062
Splitting cluster 4 changes total score from -110587384.000000 to -110692312.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (28091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Entering Unmasked Estep 
Score: -3013733.250000 Penalty: 1524.188843
	Iteration 0F: 2 clusters Score -3013733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2995554.250000 Penalty: 3048.377686
	Iteration 0F: 3 clusters Score -2995554 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3002892.250000 Penalty: 3048.377686
	Iteration 1F: 3 clusters Score -3002892 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3004070.250000 Penalty: 3048.377686
	Iteration 2F: 3 clusters Score -3004070 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3005440.500000 Penalty: 3048.377686
	Iteration 3F: 3 clusters Score -3005440 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3007026.750000 Penalty: 3048.377686
	Iteration 4F: 3 clusters Score -3007027 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3008591.500000 Penalty: 3048.377686
	Iteration 5F: 3 clusters Score -3008592 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3009823.000000 Penalty: 3048.377686
	Iteration 6F: 3 clusters Score -3009823 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3010679.750000 Penalty: 3048.377686
	Iteration 7Q: 3 clusters Score -3010680 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3011289.000000 Penalty: 3048.377686
	Iteration 8Q: 3 clusters Score -3011289 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3011696.250000 Penalty: 3048.377686
	Iteration 9Q: 3 clusters Score -3011696 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3012000.250000 Penalty: 3048.377686
	Iteration 10Q: 3 clusters Score -3012000 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3012243.250000 Penalty: 3048.377686
	Iteration 11Q: 3 clusters Score -3012243 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3012403.750000 Penalty: 3048.377686
	Iteration 12Q: 3 clusters Score -3012404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3012523.000000 Penalty: 3048.377686
	Iteration 13Q: 3 clusters Score -3012523 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3012621.500000 Penalty: 3048.377686
	Iteration 14Q: 3 clusters Score -3012622 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3012714.750000 Penalty: 3048.377686
	Iteration 15Q: 3 clusters Score -3012715 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3012799.500000 Penalty: 3048.377686
	Iteration 16Q: 3 clusters Score -3012800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3012893.250000 Penalty: 3048.377686
	Iteration 17Q: 3 clusters Score -3012893 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3012955.750000 Penalty: 3048.377686
	Iteration 18Q: 3 clusters Score -3012956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3013022.000000 Penalty: 3048.377686
	Iteration 19Q: 3 clusters Score -3013022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3013067.000000 Penalty: 3048.377686
	Iteration 20F: 3 clusters Score -3013067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3013124.750000 Penalty: 3048.377686
	Iteration 21Q: 3 clusters Score -3013125 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3013166.250000 Penalty: 3048.377686
	Iteration 22Q: 3 clusters Score -3013166 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3013189.250000 Penalty: 3048.377686
	Iteration 23Q: 3 clusters Score -3013189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3013237.000000 Penalty: 3048.377686
	Iteration 24Q: 3 clusters Score -3013237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3013278.250000 Penalty: 3048.377686
	Iteration 25Q: 3 clusters Score -3013278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3013309.000000 Penalty: 3048.377686
	Iteration 26Q: 3 clusters Score -3013309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3013324.000000 Penalty: 3048.377686
	Iteration 27Q: 3 clusters Score -3013324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3013342.500000 Penalty: 3048.377686
	Iteration 28Q: 3 clusters Score -3013342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3013370.250000 Penalty: 3048.377686
	Iteration 29Q: 3 clusters Score -3013370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3013395.250000 Penalty: 3048.377686
	Iteration 30Q: 3 clusters Score -3013395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3013409.000000 Penalty: 3048.377686
	Iteration 31Q: 3 clusters Score -3013409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3013424.250000 Penalty: 3048.377686
	Iteration 32Q: 3 clusters Score -3013424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3013452.500000 Penalty: 3048.377686
	Iteration 33Q: 3 clusters Score -3013452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3013488.500000 Penalty: 3048.377686
	Iteration 34Q: 3 clusters Score -3013488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3013519.000000 Penalty: 3048.377686
	Iteration 35Q: 3 clusters Score -3013519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3013536.500000 Penalty: 3048.377686
	Iteration 36Q: 3 clusters Score -3013536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3013552.250000 Penalty: 3048.377686
	Iteration 37Q: 3 clusters Score -3013552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3013577.250000 Penalty: 3048.377686
	Iteration 38Q: 3 clusters Score -3013577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3013597.250000 Penalty: 3048.377686
	Iteration 39Q: 3 clusters Score -3013597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3013607.750000 Penalty: 3048.377686
	Iteration 40F: 3 clusters Score -3013608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3013623.500000 Penalty: 3048.377686
	Iteration 41Q: 3 clusters Score -3013624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3013626.500000 Penalty: 3048.377686
	Iteration 42Q: 3 clusters Score -3013626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3013638.750000 Penalty: 3048.377686
	Iteration 43Q: 3 clusters Score -3013639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3013656.500000 Penalty: 3048.377686
	Iteration 44Q: 3 clusters Score -3013656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3013667.000000 Penalty: 3048.377686
	Iteration 45Q: 3 clusters Score -3013667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3013681.750000 Penalty: 3048.377686
	Iteration 46Q: 3 clusters Score -3013682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3013690.000000 Penalty: 3048.377686
	Iteration 47Q: 3 clusters Score -3013690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3013705.000000 Penalty: 3048.377686
	Iteration 48Q: 3 clusters Score -3013705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3013716.250000 Penalty: 3048.377686
	Iteration 49Q: 3 clusters Score -3013716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3013727.000000 Penalty: 3048.377686
	Iteration 50Q: 3 clusters Score -3013727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3013731.000000 Penalty: 3048.377686
	Iteration 51Q: 3 clusters Score -3013731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3013746.750000 Penalty: 3048.377686
	Iteration 52Q: 3 clusters Score -3013747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3013762.750000 Penalty: 3048.377686
	Iteration 53Q: 3 clusters Score -3013763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3013767.250000 Penalty: 3048.377686
	Iteration 54Q: 3 clusters Score -3013767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3013774.750000 Penalty: 3048.377686
	Iteration 55Q: 3 clusters Score -3013775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3013777.250000 Penalty: 3048.377686
	Iteration 56Q: 3 clusters Score -3013777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3013782.250000 Penalty: 3048.377686
	Iteration 57Q: 3 clusters Score -3013782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3013788.000000 Penalty: 3048.377686
	Iteration 58Q: 3 clusters Score -3013788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3013789.250000 Penalty: 3048.377686
	Iteration 59Q: 3 clusters Score -3013789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3013782.250000 Penalty: 3048.377686
	Iteration 60F: 3 clusters Score -3013782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3013790.000000 Penalty: 3048.377686
	Iteration 61Q: 3 clusters Score -3013790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3013787.500000 Penalty: 3048.377686
	Iteration 62Q: 3 clusters Score -3013788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3013785.000000 Penalty: 3048.377686
	Iteration 63Q: 3 clusters Score -3013785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3013788.250000 Penalty: 3048.377686
	Iteration 64Q: 3 clusters Score -3013788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3013789.250000 Penalty: 3048.377686
	Iteration 65Q: 3 clusters Score -3013789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3013796.750000 Penalty: 3048.377686
	Iteration 66Q: 3 clusters Score -3013797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3013803.250000 Penalty: 3048.377686
	Iteration 67Q: 3 clusters Score -3013803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3013799.750000 Penalty: 3048.377686
	Iteration 68Q: 3 clusters Score -3013800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3013799.000000 Penalty: 3048.377686
	Iteration 69Q: 3 clusters Score -3013799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3013801.250000 Penalty: 3048.377686
	Iteration 70Q: 3 clusters Score -3013801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3013801.250000 Penalty: 3048.377686
	Iteration 71Q: 3 clusters Score -3013801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3013803.250000 Penalty: 3048.377686
	Iteration 72Q: 3 clusters Score -3013803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3013805.500000 Penalty: 3048.377686
	Iteration 73Q: 3 clusters Score -3013806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3013804.500000 Penalty: 3048.377686
	Iteration 74Q: 3 clusters Score -3013804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3013811.750000 Penalty: 3048.377686
	Iteration 75Q: 3 clusters Score -3013812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3013816.500000 Penalty: 3048.377686
	Iteration 76Q: 3 clusters Score -3013816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3013819.000000 Penalty: 3048.377686
	Iteration 77Q: 3 clusters Score -3013819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3013821.000000 Penalty: 3048.377686
	Iteration 78Q: 3 clusters Score -3013821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3013822.750000 Penalty: 3048.377686
	Iteration 79Q: 3 clusters Score -3013823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3013822.250000 Penalty: 3048.377686
	Iteration 80F: 3 clusters Score -3013822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3013819.750000 Penalty: 3048.377686
	Iteration 81Q: 3 clusters Score -3013820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3013821.250000 Penalty: 3048.377686
	Iteration 82Q: 3 clusters Score -3013821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3013819.250000 Penalty: 3048.377686
	Iteration 83Q: 3 clusters Score -3013819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3013817.500000 Penalty: 3048.377686
	Iteration 84Q: 3 clusters Score -3013818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3013826.000000 Penalty: 3048.377686
	Iteration 85Q: 3 clusters Score -3013826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3013829.000000 Penalty: 3048.377686
	Iteration 86Q: 3 clusters Score -3013829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3013826.500000 Penalty: 3048.377686
	Iteration 87Q: 3 clusters Score -3013826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3013832.500000 Penalty: 3048.377686
	Iteration 88Q: 3 clusters Score -3013832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3013833.500000 Penalty: 3048.377686
	Iteration 89Q: 3 clusters Score -3013834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3013832.250000 Penalty: 3048.377686
	Iteration 90Q: 3 clusters Score -3013832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3013833.000000 Penalty: 3048.377686
	Iteration 91Q: 3 clusters Score -3013833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3013834.500000 Penalty: 3048.377686
	Iteration 92Q: 3 clusters Score -3013834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3013835.000000 Penalty: 3048.377686
	Iteration 93Q: 3 clusters Score -3013835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3013833.000000 Penalty: 3048.377686
	Iteration 94Q: 3 clusters Score -3013833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3013831.500000 Penalty: 3048.377686
	Iteration 95Q: 3 clusters Score -3013832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3013833.000000 Penalty: 3048.377686
	Iteration 96Q: 3 clusters Score -3013833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3013831.500000 Penalty: 3048.377686
	Iteration 97Q: 3 clusters Score -3013832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3013835.750000 Penalty: 3048.377686
	Iteration 98Q: 3 clusters Score -3013836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3013836.250000 Penalty: 3048.377686
	Iteration 99Q: 3 clusters Score -3013836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3013835.750000 Penalty: 3048.377686
	Iteration 100F: 3 clusters Score -3013836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3013836.500000 Penalty: 3048.377686
	Iteration 101Q: 3 clusters Score -3013836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3013836.500000 Penalty: 3048.377686
	Iteration 102F: 3 clusters Score -3013836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 67480 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Entering Unmasked Estep 
Score: -110691664.000000 Penalty: 41126.222656
Splitting cluster 5 changes total score from -110587384.000000 to -110691664.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (28488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Entering Unmasked Estep 
Score: -3064832.250000 Penalty: 1526.277100
	Iteration 0F: 2 clusters Score -3064832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3046243.750000 Penalty: 3052.554199
	Iteration 0F: 3 clusters Score -3046244 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3054078.750000 Penalty: 3052.554199
	Iteration 1F: 3 clusters Score -3054079 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3055436.250000 Penalty: 3052.554199
	Iteration 2F: 3 clusters Score -3055436 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3056888.500000 Penalty: 3052.554199
	Iteration 3F: 3 clusters Score -3056888 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3058319.750000 Penalty: 3052.554199
	Iteration 4F: 3 clusters Score -3058320 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3059746.500000 Penalty: 3052.554199
	Iteration 5F: 3 clusters Score -3059746 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3061089.000000 Penalty: 3052.554199
	Iteration 6F: 3 clusters Score -3061089 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3062095.750000 Penalty: 3052.554199
	Iteration 7F: 3 clusters Score -3062096 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3062746.000000 Penalty: 3052.554199
	Iteration 8Q: 3 clusters Score -3062746 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3063204.750000 Penalty: 3052.554199
	Iteration 9Q: 3 clusters Score -3063205 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3063577.250000 Penalty: 3052.554199
	Iteration 10Q: 3 clusters Score -3063577 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3063914.750000 Penalty: 3052.554199
	Iteration 11Q: 3 clusters Score -3063915 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3064280.250000 Penalty: 3052.554199
	Iteration 12Q: 3 clusters Score -3064280 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3064700.500000 Penalty: 3052.554199
	Iteration 13Q: 3 clusters Score -3064700 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3065203.750000 Penalty: 3052.554199
	Iteration 14Q: 3 clusters Score -3065204 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3065731.250000 Penalty: 3052.554199
	Iteration 15Q: 3 clusters Score -3065731 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3066245.000000 Penalty: 3052.554199
	Iteration 16Q: 3 clusters Score -3066245 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3066648.250000 Penalty: 3052.554199
	Iteration 17Q: 3 clusters Score -3066648 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3066902.750000 Penalty: 3052.554199
	Iteration 18Q: 3 clusters Score -3066903 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3067044.250000 Penalty: 3052.554199
	Iteration 19Q: 3 clusters Score -3067044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3067145.250000 Penalty: 3052.554199
	Iteration 20F: 3 clusters Score -3067145 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3067196.500000 Penalty: 3052.554199
	Iteration 21Q: 3 clusters Score -3067196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3067204.000000 Penalty: 3052.554199
	Iteration 22Q: 3 clusters Score -3067204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3067214.750000 Penalty: 3052.554199
	Iteration 23Q: 3 clusters Score -3067215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3067223.000000 Penalty: 3052.554199
	Iteration 24Q: 3 clusters Score -3067223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3067221.750000 Penalty: 3052.554199
	Iteration 25Q: 3 clusters Score -3067222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3067216.500000 Penalty: 3052.554199
	Iteration 26Q: 3 clusters Score -3067216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3067218.000000 Penalty: 3052.554199
	Iteration 27Q: 3 clusters Score -3067218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3067219.000000 Penalty: 3052.554199
	Iteration 28Q: 3 clusters Score -3067219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3067221.000000 Penalty: 3052.554199
	Iteration 29Q: 3 clusters Score -3067221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3067230.250000 Penalty: 3052.554199
	Iteration 30Q: 3 clusters Score -3067230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3067231.250000 Penalty: 3052.554199
	Iteration 31Q: 3 clusters Score -3067231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3067232.000000 Penalty: 3052.554199
	Iteration 32Q: 3 clusters Score -3067232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3067234.500000 Penalty: 3052.554199
	Iteration 33Q: 3 clusters Score -3067234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3067231.500000 Penalty: 3052.554199
	Iteration 34Q: 3 clusters Score -3067232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3067228.000000 Penalty: 3052.554199
	Iteration 35Q: 3 clusters Score -3067228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3067229.750000 Penalty: 3052.554199
	Iteration 36Q: 3 clusters Score -3067230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3067227.750000 Penalty: 3052.554199
	Iteration 37Q: 3 clusters Score -3067228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3067229.750000 Penalty: 3052.554199
	Iteration 38Q: 3 clusters Score -3067230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3067229.750000 Penalty: 3052.554199
	Iteration 39F: 3 clusters Score -3067230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 67480 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Entering Unmasked Estep 
Score: -110693808.000000 Penalty: 43182.535156
Splitting cluster 6 changes total score from -110587384.000000 to -110693808.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (23735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Entering Unmasked Estep 
Score: -2763960.000000 Penalty: 1499.116333
	Iteration 0F: 2 clusters Score -2763960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2748465.250000 Penalty: 2998.232666
	Iteration 0F: 3 clusters Score -2748465 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2754091.000000 Penalty: 2998.232666
	Iteration 1F: 3 clusters Score -2754091 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2754528.500000 Penalty: 2998.232666
	Iteration 2Q: 3 clusters Score -2754528 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2755228.500000 Penalty: 2998.232666
	Iteration 3Q: 3 clusters Score -2755228 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2756628.000000 Penalty: 2998.232666
	Iteration 4F: 3 clusters Score -2756628 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2758623.750000 Penalty: 2998.232666
	Iteration 5F: 3 clusters Score -2758624 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2760703.000000 Penalty: 2998.232666
	Iteration 6F: 3 clusters Score -2760703 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2762552.250000 Penalty: 2998.232666
	Iteration 7F: 3 clusters Score -2762552 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2763733.000000 Penalty: 2998.232666
	Iteration 8F: 3 clusters Score -2763733 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2764332.750000 Penalty: 2998.232666
	Iteration 9Q: 3 clusters Score -2764333 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2764572.750000 Penalty: 2998.232666
	Iteration 10Q: 3 clusters Score -2764573 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2764679.250000 Penalty: 2998.232666
	Iteration 11Q: 3 clusters Score -2764679 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2764742.750000 Penalty: 2998.232666
	Iteration 12Q: 3 clusters Score -2764743 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2764772.750000 Penalty: 2998.232666
	Iteration 13Q: 3 clusters Score -2764773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2764820.000000 Penalty: 2998.232666
	Iteration 14Q: 3 clusters Score -2764820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2764838.250000 Penalty: 2998.232666
	Iteration 15Q: 3 clusters Score -2764838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2764857.500000 Penalty: 2998.232666
	Iteration 16Q: 3 clusters Score -2764858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2764870.000000 Penalty: 2998.232666
	Iteration 17Q: 3 clusters Score -2764870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2764880.000000 Penalty: 2998.232666
	Iteration 18Q: 3 clusters Score -2764880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2764888.750000 Penalty: 2998.232666
	Iteration 19Q: 3 clusters Score -2764889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2764895.000000 Penalty: 2998.232666
	Iteration 20F: 3 clusters Score -2764895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2764902.000000 Penalty: 2998.232666
	Iteration 21Q: 3 clusters Score -2764902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2764893.750000 Penalty: 2998.232666
	Iteration 22Q: 3 clusters Score -2764894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2764898.500000 Penalty: 2998.232666
	Iteration 23Q: 3 clusters Score -2764898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2764904.500000 Penalty: 2998.232666
	Iteration 24Q: 3 clusters Score -2764904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2764909.250000 Penalty: 2998.232666
	Iteration 25Q: 3 clusters Score -2764909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2764912.250000 Penalty: 2998.232666
	Iteration 26Q: 3 clusters Score -2764912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2764915.250000 Penalty: 2998.232666
	Iteration 27Q: 3 clusters Score -2764915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2764910.250000 Penalty: 2998.232666
	Iteration 28Q: 3 clusters Score -2764910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2764909.750000 Penalty: 2998.232666
	Iteration 29Q: 3 clusters Score -2764910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2764913.000000 Penalty: 2998.232666
	Iteration 30Q: 3 clusters Score -2764913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2764913.250000 Penalty: 2998.232666
	Iteration 31Q: 3 clusters Score -2764913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2764913.500000 Penalty: 2998.232666
	Iteration 32Q: 3 clusters Score -2764914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2764915.250000 Penalty: 2998.232666
	Iteration 33Q: 3 clusters Score -2764915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2764917.000000 Penalty: 2998.232666
	Iteration 34Q: 3 clusters Score -2764917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2764918.500000 Penalty: 2998.232666
	Iteration 35Q: 3 clusters Score -2764918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2764923.750000 Penalty: 2998.232666
	Iteration 36Q: 3 clusters Score -2764924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2764926.750000 Penalty: 2998.232666
	Iteration 37Q: 3 clusters Score -2764927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2764927.000000 Penalty: 2998.232666
	Iteration 38Q: 3 clusters Score -2764927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2764928.000000 Penalty: 2998.232666
	Iteration 39Q: 3 clusters Score -2764928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2764930.250000 Penalty: 2998.232666
	Iteration 40F: 3 clusters Score -2764930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2764930.750000 Penalty: 2998.232666
	Iteration 41Q: 3 clusters Score -2764931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2764931.250000 Penalty: 2998.232666
	Iteration 42Q: 3 clusters Score -2764931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2764935.750000 Penalty: 2998.232666
	Iteration 43Q: 3 clusters Score -2764936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2764935.250000 Penalty: 2998.232666
	Iteration 44Q: 3 clusters Score -2764935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2764936.500000 Penalty: 2998.232666
	Iteration 45Q: 3 clusters Score -2764936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2764942.500000 Penalty: 2998.232666
	Iteration 46Q: 3 clusters Score -2764942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2764937.750000 Penalty: 2998.232666
	Iteration 47Q: 3 clusters Score -2764938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2764940.500000 Penalty: 2998.232666
	Iteration 48Q: 3 clusters Score -2764940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2764945.000000 Penalty: 2998.232666
	Iteration 49Q: 3 clusters Score -2764945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2764952.750000 Penalty: 2998.232666
	Iteration 50Q: 3 clusters Score -2764953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2764955.250000 Penalty: 2998.232666
	Iteration 51Q: 3 clusters Score -2764955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2764954.000000 Penalty: 2998.232666
	Iteration 52Q: 3 clusters Score -2764954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2764956.500000 Penalty: 2998.232666
	Iteration 53Q: 3 clusters Score -2764956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2764957.250000 Penalty: 2998.232666
	Iteration 54Q: 3 clusters Score -2764957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2764958.000000 Penalty: 2998.232666
	Iteration 55Q: 3 clusters Score -2764958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2764960.750000 Penalty: 2998.232666
	Iteration 56Q: 3 clusters Score -2764961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2764956.250000 Penalty: 2998.232666
	Iteration 57Q: 3 clusters Score -2764956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2764955.250000 Penalty: 2998.232666
	Iteration 58Q: 3 clusters Score -2764955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2764955.250000 Penalty: 2998.232666
	Iteration 59Q: 3 clusters Score -2764955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2764954.500000 Penalty: 2998.232666
	Iteration 60F: 3 clusters Score -2764954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2764957.000000 Penalty: 2998.232666
	Iteration 61Q: 3 clusters Score -2764957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2764957.000000 Penalty: 2998.232666
	Iteration 62F: 3 clusters Score -2764957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 67480 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Entering Unmasked Estep 
Score: -110693800.000000 Penalty: 45238.843750
Splitting cluster 7 changes total score from -110587384.000000 to -110693800.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (67480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Entering Unmasked Estep 
Score: -7494560.000000 Penalty: 1654.594604
	Iteration 0F: 2 clusters Score -7494560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -7450791.000000 Penalty: 3309.189209
	Iteration 0F: 3 clusters Score -7450791 nChanged 31270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -7468747.000000 Penalty: 3309.189209
	Iteration 1F: 3 clusters Score -7468747 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7471011.500000 Penalty: 3309.189209
	Iteration 2Q: 3 clusters Score -7471012 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7476437.000000 Penalty: 3309.189209
	Iteration 3F: 3 clusters Score -7476437 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -7483669.000000 Penalty: 3309.189209
	Iteration 4F: 3 clusters Score -7483669 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -7491694.000000 Penalty: 3309.189209
	Iteration 5F: 3 clusters Score -7491694 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -7498183.000000 Penalty: 3309.189209
	Iteration 6F: 3 clusters Score -7498183 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7501447.000000 Penalty: 3309.189209
	Iteration 7Q: 3 clusters Score -7501447 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -7502372.000000 Penalty: 3309.189209
	Iteration 8Q: 3 clusters Score -7502372 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -7502807.000000 Penalty: 3309.189209
	Iteration 9Q: 3 clusters Score -7502807 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7503059.000000 Penalty: 3309.189209
	Iteration 10Q: 3 clusters Score -7503059 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -7503231.000000 Penalty: 3309.189209
	Iteration 11Q: 3 clusters Score -7503231 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7503310.000000 Penalty: 3309.189209
	Iteration 12Q: 3 clusters Score -7503310 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -7503370.000000 Penalty: 3309.189209
	Iteration 13Q: 3 clusters Score -7503370 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7503468.000000 Penalty: 3309.189209
	Iteration 14Q: 3 clusters Score -7503468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -7503541.500000 Penalty: 3309.189209
	Iteration 15Q: 3 clusters Score -7503542 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -7503571.000000 Penalty: 3309.189209
	Iteration 16Q: 3 clusters Score -7503571 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7503560.500000 Penalty: 3309.189209
	Iteration 17Q: 3 clusters Score -7503560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -7503585.500000 Penalty: 3309.189209
	Iteration 18Q: 3 clusters Score -7503586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -7503596.000000 Penalty: 3309.189209
	Iteration 19Q: 3 clusters Score -7503596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -7503624.000000 Penalty: 3309.189209
	Iteration 20F: 3 clusters Score -7503624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7503631.000000 Penalty: 3309.189209
	Iteration 21Q: 3 clusters Score -7503631 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -7503660.000000 Penalty: 3309.189209
	Iteration 22Q: 3 clusters Score -7503660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -7503670.500000 Penalty: 3309.189209
	Iteration 23Q: 3 clusters Score -7503670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -7503695.000000 Penalty: 3309.189209
	Iteration 24Q: 3 clusters Score -7503695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -7503699.500000 Penalty: 3309.189209
	Iteration 25Q: 3 clusters Score -7503700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -7503689.000000 Penalty: 3309.189209
	Iteration 26Q: 3 clusters Score -7503689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -7503691.500000 Penalty: 3309.189209
	Iteration 27Q: 3 clusters Score -7503692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -7503690.500000 Penalty: 3309.189209
	Iteration 28Q: 3 clusters Score -7503690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -7503687.000000 Penalty: 3309.189209
	Iteration 29Q: 3 clusters Score -7503687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -7503684.500000 Penalty: 3309.189209
	Iteration 30Q: 3 clusters Score -7503684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7503697.500000 Penalty: 3309.189209
	Iteration 31Q: 3 clusters Score -7503698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -7503696.000000 Penalty: 3309.189209
	Iteration 32Q: 3 clusters Score -7503696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -7503694.500000 Penalty: 3309.189209
	Iteration 33Q: 3 clusters Score -7503694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -7503699.000000 Penalty: 3309.189209
	Iteration 34Q: 3 clusters Score -7503699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -7503703.000000 Penalty: 3309.189209
	Iteration 35Q: 3 clusters Score -7503703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -7503699.000000 Penalty: 3309.189209
	Iteration 36Q: 3 clusters Score -7503699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -7503693.000000 Penalty: 3309.189209
	Iteration 37Q: 3 clusters Score -7503693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -7503682.000000 Penalty: 3309.189209
	Iteration 38Q: 3 clusters Score -7503682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -7503684.500000 Penalty: 3309.189209
	Iteration 39Q: 3 clusters Score -7503684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -7503693.000000 Penalty: 3309.189209
	Iteration 40F: 3 clusters Score -7503693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -7503692.500000 Penalty: 3309.189209
	Iteration 41Q: 3 clusters Score -7503692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -7503702.000000 Penalty: 3309.189209
	Iteration 42Q: 3 clusters Score -7503702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -7503694.500000 Penalty: 3309.189209
	Iteration 43Q: 3 clusters Score -7503694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -7503706.500000 Penalty: 3309.189209
	Iteration 44Q: 3 clusters Score -7503706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7503703.000000 Penalty: 3309.189209
	Iteration 45Q: 3 clusters Score -7503703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -7503713.000000 Penalty: 3309.189209
	Iteration 46Q: 3 clusters Score -7503713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -7503709.500000 Penalty: 3309.189209
	Iteration 47Q: 3 clusters Score -7503710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -7503711.000000 Penalty: 3309.189209
	Iteration 48Q: 3 clusters Score -7503711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -7503698.000000 Penalty: 3309.189209
	Iteration 49Q: 3 clusters Score -7503698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7503702.500000 Penalty: 3309.189209
	Iteration 50Q: 3 clusters Score -7503702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -7503707.500000 Penalty: 3309.189209
	Iteration 51Q: 3 clusters Score -7503708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -7503713.000000 Penalty: 3309.189209
	Iteration 52Q: 3 clusters Score -7503713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -7503719.500000 Penalty: 3309.189209
	Iteration 53Q: 3 clusters Score -7503720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -7503712.500000 Penalty: 3309.189209
	Iteration 54Q: 3 clusters Score -7503712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -7503712.500000 Penalty: 3309.189209
	Iteration 55F: 3 clusters Score -7503712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Entering Unmasked Estep 
Score: -110702568.000000 Penalty: 47295.156250
Splitting cluster 8 changes total score from -110587384.000000 to -110702568.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -220522.484375 Penalty: 1196.705933
	Iteration 0F: 2 clusters Score -220522.5 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 1586 members 
Entering Unmasked Estep 
Score: -218352.046875 Penalty: 2393.411865
	Iteration 0F: 3 clusters Score -218352 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -221067.546875 Penalty: 2393.411865
	Iteration 1F: 3 clusters Score -221067.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -223111.468750 Penalty: 2393.411865
	Iteration 2F: 3 clusters Score -223111.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -224257.546875 Penalty: 2393.411865
	Iteration 3F: 3 clusters Score -224257.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -225308.171875 Penalty: 2393.411865
	Iteration 4Q: 3 clusters Score -225308.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -226192.046875 Penalty: 2393.411865
	Iteration 5Q: 3 clusters Score -226192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -227195.953125 Penalty: 2393.411865
	Iteration 6Q: 3 clusters Score -227196 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -228658.359375 Penalty: 2393.411865
	Iteration 7F: 3 clusters Score -228658.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -231353.625000 Penalty: 2393.411865
	Iteration 8F: 3 clusters Score -231353.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -232428.812500 Penalty: 2393.411865
	Iteration 9Q: 3 clusters Score -232428.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233333.687500 Penalty: 2393.411865
	Iteration 10Q: 3 clusters Score -233333.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -233968.921875 Penalty: 2393.411865
	Iteration 11Q: 3 clusters Score -233968.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234249.375000 Penalty: 2393.411865
	Iteration 12Q: 3 clusters Score -234249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -234340.218750 Penalty: 2393.411865
	Iteration 13Q: 3 clusters Score -234340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -234481.625000 Penalty: 2393.411865
	Iteration 14Q: 3 clusters Score -234481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -234587.406250 Penalty: 2393.411865
	Iteration 15Q: 3 clusters Score -234587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -234614.265625 Penalty: 2393.411865
	Iteration 16Q: 3 clusters Score -234614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -234627.968750 Penalty: 2393.411865
	Iteration 17Q: 3 clusters Score -234628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -234636.625000 Penalty: 2393.411865
	Iteration 18Q: 3 clusters Score -234636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -234690.609375 Penalty: 2393.411865
	Iteration 19F: 3 clusters Score -234690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234877.906250 Penalty: 2393.411865
	Iteration 20F: 3 clusters Score -234877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -235199.171875 Penalty: 2393.411865
	Iteration 21Q: 3 clusters Score -235199.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -235622.062500 Penalty: 2393.411865
	Iteration 22Q: 3 clusters Score -235622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -236057.109375 Penalty: 2393.411865
	Iteration 23Q: 3 clusters Score -236057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -236441.562500 Penalty: 2393.411865
	Iteration 24Q: 3 clusters Score -236441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -236505.578125 Penalty: 2393.411865
	Iteration 25Q: 3 clusters Score -236505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -236525.640625 Penalty: 2393.411865
	Iteration 26Q: 3 clusters Score -236525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -236550.328125 Penalty: 2393.411865
	Iteration 27Q: 3 clusters Score -236550.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236563.500000 Penalty: 2393.411865
	Iteration 28Q: 3 clusters Score -236563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -236569.828125 Penalty: 2393.411865
	Iteration 29Q: 3 clusters Score -236569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -236572.015625 Penalty: 2393.411865
	Iteration 30Q: 3 clusters Score -236572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -236571.906250 Penalty: 2393.411865
	Iteration 31Q: 3 clusters Score -236571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -236619.406250 Penalty: 2393.411865
	Iteration 32F: 3 clusters Score -236619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -236683.828125 Penalty: 2393.411865
	Iteration 33Q: 3 clusters Score -236683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -236712.812500 Penalty: 2393.411865
	Iteration 34Q: 3 clusters Score -236712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236726.703125 Penalty: 2393.411865
	Iteration 35Q: 3 clusters Score -236726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -236731.359375 Penalty: 2393.411865
	Iteration 36Q: 3 clusters Score -236731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -236733.406250 Penalty: 2393.411865
	Iteration 37Q: 3 clusters Score -236733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -236733.406250 Penalty: 2393.411865
	Iteration 38F: 3 clusters Score -236733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 186642 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Entering Unmasked Estep 
Score: -110717360.000000 Penalty: 49351.468750
Splitting cluster 9 changes total score from -110587384.000000 to -110717360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (186642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Entering Unmasked Estep 
Score: -21516436.000000 Penalty: 1805.977905
	Iteration 0F: 2 clusters Score -2.151644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -21422806.000000 Penalty: 3611.955811
	Iteration 0F: 3 clusters Score -2.142281e+07 nChanged 89790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -21476980.000000 Penalty: 3611.955811
	Iteration 1F: 3 clusters Score -2.147698e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -21480768.000000 Penalty: 3611.955811
	Iteration 2Q: 3 clusters Score -2.148077e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -21487126.000000 Penalty: 3611.955811
	Iteration 3F: 3 clusters Score -2.148713e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -21497868.000000 Penalty: 3611.955811
	Iteration 4F: 3 clusters Score -2.149787e+07 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -21512736.000000 Penalty: 3611.955811
	Iteration 5F: 3 clusters Score -2.151274e+07 nChanged 16056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -21529906.000000 Penalty: 3611.955811
	Iteration 6F: 3 clusters Score -2.152991e+07 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -21543888.000000 Penalty: 3611.955811
	Iteration 7F: 3 clusters Score -2.154389e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111248 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -21552950.000000 Penalty: 3611.955811
	Iteration 8F: 3 clusters Score -2.155295e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -21558486.000000 Penalty: 3611.955811
	Iteration 9Q: 3 clusters Score -2.155849e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -21560962.000000 Penalty: 3611.955811
	Iteration 10Q: 3 clusters Score -2.156096e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -21561702.000000 Penalty: 3611.955811
	Iteration 11Q: 3 clusters Score -2.15617e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -21562072.000000 Penalty: 3611.955811
	Iteration 12Q: 3 clusters Score -2.156207e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -21562220.000000 Penalty: 3611.955811
	Iteration 13Q: 3 clusters Score -2.156222e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -21562232.000000 Penalty: 3611.955811
	Iteration 14Q: 3 clusters Score -2.156223e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -21562276.000000 Penalty: 3611.955811
	Iteration 15Q: 3 clusters Score -2.156228e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -21562276.000000 Penalty: 3611.955811
	Iteration 16Q: 3 clusters Score -2.156228e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -21562254.000000 Penalty: 3611.955811
	Iteration 17Q: 3 clusters Score -2.156225e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -21562264.000000 Penalty: 3611.955811
	Iteration 18Q: 3 clusters Score -2.156226e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -21562282.000000 Penalty: 3611.955811
	Iteration 19Q: 3 clusters Score -2.156228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -21562262.000000 Penalty: 3611.955811
	Iteration 20F: 3 clusters Score -2.156226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -21562234.000000 Penalty: 3611.955811
	Iteration 21Q: 3 clusters Score -2.156223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -21562234.000000 Penalty: 3611.955811
	Iteration 22Q: 3 clusters Score -2.156223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -21562200.000000 Penalty: 3611.955811
	Iteration 23Q: 3 clusters Score -2.15622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -21562186.000000 Penalty: 3611.955811
	Iteration 24Q: 3 clusters Score -2.156219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 3611.955811
	Iteration 25Q: 3 clusters Score -2.156216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 3611.955811
	Iteration 26Q: 3 clusters Score -2.156217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 3611.955811
	Iteration 27Q: 3 clusters Score -2.156218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -21562166.000000 Penalty: 3611.955811
	Iteration 28Q: 3 clusters Score -2.156217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -21562168.000000 Penalty: 3611.955811
	Iteration 29Q: 3 clusters Score -2.156217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 3611.955811
	Iteration 30Q: 3 clusters Score -2.156216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -21562188.000000 Penalty: 3611.955811
	Iteration 31Q: 3 clusters Score -2.156219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 3611.955811
	Iteration 32Q: 3 clusters Score -2.156218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 3611.955811
	Iteration 33Q: 3 clusters Score -2.156218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 3611.955811
	Iteration 34Q: 3 clusters Score -2.156218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118836 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -21562166.000000 Penalty: 3611.955811
	Iteration 35Q: 3 clusters Score -2.156217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118847 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -21562172.000000 Penalty: 3611.955811
	Iteration 36Q: 3 clusters Score -2.156217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118861 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -21562196.000000 Penalty: 3611.955811
	Iteration 37Q: 3 clusters Score -2.15622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 3611.955811
	Iteration 38Q: 3 clusters Score -2.156218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 3611.955811
	Iteration 39Q: 3 clusters Score -2.156217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 3611.955811
	Iteration 40F: 3 clusters Score -2.156218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -21562168.000000 Penalty: 3611.955811
	Iteration 41Q: 3 clusters Score -2.156217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 3611.955811
	Iteration 42Q: 3 clusters Score -2.156217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 3611.955811
	Iteration 43Q: 3 clusters Score -2.156217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 3611.955811
	Iteration 44Q: 3 clusters Score -2.156216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 3611.955811
	Iteration 45Q: 3 clusters Score -2.156218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 3611.955811
	Iteration 46Q: 3 clusters Score -2.156217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -21562188.000000 Penalty: 3611.955811
	Iteration 47Q: 3 clusters Score -2.156219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 3611.955811
	Iteration 48Q: 3 clusters Score -2.156218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 3611.955811
	Iteration 49Q: 3 clusters Score -2.156218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 3611.955811
	Iteration 50Q: 3 clusters Score -2.156216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 3611.955811
	Iteration 51Q: 3 clusters Score -2.156217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 3611.955811
	Iteration 52F: 3 clusters Score -2.156217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 27287 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Entering Unmasked Estep 
Score: -110763728.000000 Penalty: 51407.781250
Splitting cluster 10 changes total score from -110587384.000000 to -110763728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (27287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Entering Unmasked Estep 
Score: -2996259.750000 Penalty: 1519.867920
	Iteration 0F: 2 clusters Score -2996260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2978487.250000 Penalty: 3039.735840
	Iteration 0F: 3 clusters Score -2978487 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2986009.000000 Penalty: 3039.735840
	Iteration 1F: 3 clusters Score -2986009 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2987737.000000 Penalty: 3039.735840
	Iteration 2F: 3 clusters Score -2987737 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2990207.500000 Penalty: 3039.735840
	Iteration 3F: 3 clusters Score -2990208 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2993181.500000 Penalty: 3039.735840
	Iteration 4F: 3 clusters Score -2993182 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2995714.250000 Penalty: 3039.735840
	Iteration 5F: 3 clusters Score -2995714 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2997131.000000 Penalty: 3039.735840
	Iteration 6F: 3 clusters Score -2997131 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2997765.250000 Penalty: 3039.735840
	Iteration 7Q: 3 clusters Score -2997765 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2998036.750000 Penalty: 3039.735840
	Iteration 8Q: 3 clusters Score -2998037 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2998120.000000 Penalty: 3039.735840
	Iteration 9Q: 3 clusters Score -2998120 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2998158.750000 Penalty: 3039.735840
	Iteration 10Q: 3 clusters Score -2998159 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2998172.250000 Penalty: 3039.735840
	Iteration 11Q: 3 clusters Score -2998172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2998206.000000 Penalty: 3039.735840
	Iteration 12Q: 3 clusters Score -2998206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2998211.000000 Penalty: 3039.735840
	Iteration 13Q: 3 clusters Score -2998211 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2998220.750000 Penalty: 3039.735840
	Iteration 14Q: 3 clusters Score -2998221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2998225.500000 Penalty: 3039.735840
	Iteration 15Q: 3 clusters Score -2998226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2998239.500000 Penalty: 3039.735840
	Iteration 16Q: 3 clusters Score -2998240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2998251.750000 Penalty: 3039.735840
	Iteration 17Q: 3 clusters Score -2998252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2998247.750000 Penalty: 3039.735840
	Iteration 18Q: 3 clusters Score -2998248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2998251.250000 Penalty: 3039.735840
	Iteration 19Q: 3 clusters Score -2998251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2998250.500000 Penalty: 3039.735840
	Iteration 20F: 3 clusters Score -2998250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2998252.750000 Penalty: 3039.735840
	Iteration 21Q: 3 clusters Score -2998253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2998257.000000 Penalty: 3039.735840
	Iteration 22Q: 3 clusters Score -2998257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2998259.500000 Penalty: 3039.735840
	Iteration 23Q: 3 clusters Score -2998260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2998254.000000 Penalty: 3039.735840
	Iteration 24Q: 3 clusters Score -2998254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2998256.000000 Penalty: 3039.735840
	Iteration 25Q: 3 clusters Score -2998256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2998261.750000 Penalty: 3039.735840
	Iteration 26Q: 3 clusters Score -2998262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2998259.500000 Penalty: 3039.735840
	Iteration 27Q: 3 clusters Score -2998260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2998257.500000 Penalty: 3039.735840
	Iteration 28Q: 3 clusters Score -2998258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2998254.250000 Penalty: 3039.735840
	Iteration 29Q: 3 clusters Score -2998254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2998261.250000 Penalty: 3039.735840
	Iteration 30Q: 3 clusters Score -2998261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2998257.750000 Penalty: 3039.735840
	Iteration 31Q: 3 clusters Score -2998258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2998259.500000 Penalty: 3039.735840
	Iteration 32Q: 3 clusters Score -2998260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2998259.500000 Penalty: 3039.735840
	Iteration 33F: 3 clusters Score -2998260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Entering Unmasked Estep 
Score: -110765128.000000 Penalty: 53464.089844
Splitting cluster 11 changes total score from -110587384.000000 to -110765128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (36873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Entering Unmasked Estep 
Score: -4326862.500000 Penalty: 1564.666992
	Iteration 0F: 2 clusters Score -4326862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4302873.000000 Penalty: 3129.333984
	Iteration 0F: 3 clusters Score -4302873 nChanged 16787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4312183.000000 Penalty: 3129.333984
	Iteration 1F: 3 clusters Score -4312183 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4312865.500000 Penalty: 3129.333984
	Iteration 2Q: 3 clusters Score -4312866 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4313637.500000 Penalty: 3129.333984
	Iteration 3Q: 3 clusters Score -4313638 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4314671.500000 Penalty: 3129.333984
	Iteration 4F: 3 clusters Score -4314672 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4316097.000000 Penalty: 3129.333984
	Iteration 5F: 3 clusters Score -4316097 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4317712.000000 Penalty: 3129.333984
	Iteration 6F: 3 clusters Score -4317712 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4319156.500000 Penalty: 3129.333984
	Iteration 7F: 3 clusters Score -4319156 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4320245.000000 Penalty: 3129.333984
	Iteration 8F: 3 clusters Score -4320245 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4320894.000000 Penalty: 3129.333984
	Iteration 9Q: 3 clusters Score -4320894 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4321277.500000 Penalty: 3129.333984
	Iteration 10Q: 3 clusters Score -4321278 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4321542.500000 Penalty: 3129.333984
	Iteration 11Q: 3 clusters Score -4321542 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4321761.000000 Penalty: 3129.333984
	Iteration 12Q: 3 clusters Score -4321761 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4321929.000000 Penalty: 3129.333984
	Iteration 13Q: 3 clusters Score -4321929 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4322134.500000 Penalty: 3129.333984
	Iteration 14Q: 3 clusters Score -4322134 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4322355.500000 Penalty: 3129.333984
	Iteration 15Q: 3 clusters Score -4322356 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4322575.000000 Penalty: 3129.333984
	Iteration 16Q: 3 clusters Score -4322575 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4322887.000000 Penalty: 3129.333984
	Iteration 17Q: 3 clusters Score -4322887 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -4323173.500000 Penalty: 3129.333984
	Iteration 18Q: 3 clusters Score -4323174 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4323516.500000 Penalty: 3129.333984
	Iteration 19Q: 3 clusters Score -4323516 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4323849.500000 Penalty: 3129.333984
	Iteration 20F: 3 clusters Score -4323850 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4324178.000000 Penalty: 3129.333984
	Iteration 21Q: 3 clusters Score -4324178 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4324529.000000 Penalty: 3129.333984
	Iteration 22Q: 3 clusters Score -4324529 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4324832.500000 Penalty: 3129.333984
	Iteration 23Q: 3 clusters Score -4324832 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4325130.000000 Penalty: 3129.333984
	Iteration 24Q: 3 clusters Score -4325130 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4325396.500000 Penalty: 3129.333984
	Iteration 25Q: 3 clusters Score -4325396 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4325657.500000 Penalty: 3129.333984
	Iteration 26Q: 3 clusters Score -4325658 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4325856.500000 Penalty: 3129.333984
	Iteration 27Q: 3 clusters Score -4325856 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4326023.000000 Penalty: 3129.333984
	Iteration 28Q: 3 clusters Score -4326023 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4326145.500000 Penalty: 3129.333984
	Iteration 29Q: 3 clusters Score -4326146 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4326242.000000 Penalty: 3129.333984
	Iteration 30Q: 3 clusters Score -4326242 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4326319.500000 Penalty: 3129.333984
	Iteration 31Q: 3 clusters Score -4326320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4326369.000000 Penalty: 3129.333984
	Iteration 32Q: 3 clusters Score -4326369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4326391.500000 Penalty: 3129.333984
	Iteration 33Q: 3 clusters Score -4326392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4326419.500000 Penalty: 3129.333984
	Iteration 34Q: 3 clusters Score -4326420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4326432.000000 Penalty: 3129.333984
	Iteration 35Q: 3 clusters Score -4326432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4326434.500000 Penalty: 3129.333984
	Iteration 36Q: 3 clusters Score -4326434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4326448.000000 Penalty: 3129.333984
	Iteration 37Q: 3 clusters Score -4326448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4326468.000000 Penalty: 3129.333984
	Iteration 38Q: 3 clusters Score -4326468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4326471.000000 Penalty: 3129.333984
	Iteration 39Q: 3 clusters Score -4326471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4326477.000000 Penalty: 3129.333984
	Iteration 40F: 3 clusters Score -4326477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4326481.000000 Penalty: 3129.333984
	Iteration 41Q: 3 clusters Score -4326481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4326481.000000 Penalty: 3129.333984
	Iteration 42Q: 3 clusters Score -4326481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4326481.500000 Penalty: 3129.333984
	Iteration 43Q: 3 clusters Score -4326482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4326482.500000 Penalty: 3129.333984
	Iteration 44Q: 3 clusters Score -4326482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4326479.500000 Penalty: 3129.333984
	Iteration 45Q: 3 clusters Score -4326480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4326479.500000 Penalty: 3129.333984
	Iteration 46F: 3 clusters Score -4326480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Entering Unmasked Estep 
Score: -2157344.750000 Penalty: 1475.333008
	Iteration 0F: 2 clusters Score -2157345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2144188.000000 Penalty: 2950.666016
	Iteration 0F: 3 clusters Score -2144188 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2149820.000000 Penalty: 2950.666016
	Iteration 1F: 3 clusters Score -2149820 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2151493.750000 Penalty: 2950.666016
	Iteration 2F: 3 clusters Score -2151494 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2153769.250000 Penalty: 2950.666016
	Iteration 3F: 3 clusters Score -2153769 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2156366.000000 Penalty: 2950.666016
	Iteration 4F: 3 clusters Score -2156366 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2158814.750000 Penalty: 2950.666016
	Iteration 5F: 3 clusters Score -2158815 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2160471.250000 Penalty: 2950.666016
	Iteration 6F: 3 clusters Score -2160471 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2161529.250000 Penalty: 2950.666016
	Iteration 7F: 3 clusters Score -2161529 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2162312.750000 Penalty: 2950.666016
	Iteration 8Q: 3 clusters Score -2162313 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2162814.250000 Penalty: 2950.666016
	Iteration 9Q: 3 clusters Score -2162814 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2163155.500000 Penalty: 2950.666016
	Iteration 10Q: 3 clusters Score -2163156 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2163340.250000 Penalty: 2950.666016
	Iteration 11Q: 3 clusters Score -2163340 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2163450.000000 Penalty: 2950.666016
	Iteration 12Q: 3 clusters Score -2163450 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2163507.500000 Penalty: 2950.666016
	Iteration 13Q: 3 clusters Score -2163508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2163535.500000 Penalty: 2950.666016
	Iteration 14Q: 3 clusters Score -2163536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2163555.000000 Penalty: 2950.666016
	Iteration 15Q: 3 clusters Score -2163555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2163559.000000 Penalty: 2950.666016
	Iteration 16Q: 3 clusters Score -2163559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2163563.500000 Penalty: 2950.666016
	Iteration 17Q: 3 clusters Score -2163564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2163563.250000 Penalty: 2950.666016
	Iteration 18Q: 3 clusters Score -2163563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2163564.000000 Penalty: 2950.666016
	Iteration 19Q: 3 clusters Score -2163564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2163561.750000 Penalty: 2950.666016
	Iteration 20F: 3 clusters Score -2163562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2163560.750000 Penalty: 2950.666016
	Iteration 21Q: 3 clusters Score -2163561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2163560.000000 Penalty: 2950.666016
	Iteration 22Q: 3 clusters Score -2163560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2163562.500000 Penalty: 2950.666016
	Iteration 23Q: 3 clusters Score -2163562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2163562.000000 Penalty: 2950.666016
	Iteration 24Q: 3 clusters Score -2163562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2163560.500000 Penalty: 2950.666016
	Iteration 25Q: 3 clusters Score -2163560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2163560.500000 Penalty: 2950.666016
	Iteration 26F: 3 clusters Score -2163560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Mstep: Class 27 contains 13560 members 
Entering Unmasked Estep 
Score: -110770936.000000 Penalty: 55520.402344
Splitting cluster 13 changes total score from -110587384.000000 to -110770936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1348825.750000 Penalty: 1419.809204
	Iteration 0F: 2 clusters Score -1348826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1339663.500000 Penalty: 2839.618408
	Iteration 0F: 3 clusters Score -1339664 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1344108.750000 Penalty: 2839.618408
	Iteration 1F: 3 clusters Score -1344109 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1346621.250000 Penalty: 2839.618408
	Iteration 2F: 3 clusters Score -1346621 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1349295.875000 Penalty: 2839.618408
	Iteration 3F: 3 clusters Score -1349296 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1350787.875000 Penalty: 2839.618408
	Iteration 4F: 3 clusters Score -1350788 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1351448.000000 Penalty: 2839.618408
	Iteration 5F: 3 clusters Score -1351448 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1351868.500000 Penalty: 2839.618408
	Iteration 6Q: 3 clusters Score -1351868 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1352146.750000 Penalty: 2839.618408
	Iteration 7Q: 3 clusters Score -1352147 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1352429.375000 Penalty: 2839.618408
	Iteration 8Q: 3 clusters Score -1352429 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1352711.125000 Penalty: 2839.618408
	Iteration 9Q: 3 clusters Score -1352711 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1352954.125000 Penalty: 2839.618408
	Iteration 10Q: 3 clusters Score -1352954 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1353220.000000 Penalty: 2839.618408
	Iteration 11Q: 3 clusters Score -1353220 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1353429.250000 Penalty: 2839.618408
	Iteration 12Q: 3 clusters Score -1353429 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1353588.125000 Penalty: 2839.618408
	Iteration 13Q: 3 clusters Score -1353588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1353723.875000 Penalty: 2839.618408
	Iteration 14Q: 3 clusters Score -1353724 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1353816.000000 Penalty: 2839.618408
	Iteration 15Q: 3 clusters Score -1353816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1353881.500000 Penalty: 2839.618408
	Iteration 16Q: 3 clusters Score -1353882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1353926.125000 Penalty: 2839.618408
	Iteration 17Q: 3 clusters Score -1353926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1353950.750000 Penalty: 2839.618408
	Iteration 18Q: 3 clusters Score -1353951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1353965.250000 Penalty: 2839.618408
	Iteration 19Q: 3 clusters Score -1353965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1353978.875000 Penalty: 2839.618408
	Iteration 20F: 3 clusters Score -1353979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1353986.000000 Penalty: 2839.618408
	Iteration 21Q: 3 clusters Score -1353986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1353996.750000 Penalty: 2839.618408
	Iteration 22Q: 3 clusters Score -1353997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1353998.875000 Penalty: 2839.618408
	Iteration 23Q: 3 clusters Score -1353999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1353997.500000 Penalty: 2839.618408
	Iteration 24Q: 3 clusters Score -1353998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1354000.000000 Penalty: 2839.618408
	Iteration 25Q: 3 clusters Score -1354000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1354004.875000 Penalty: 2839.618408
	Iteration 26Q: 3 clusters Score -1354005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1354008.000000 Penalty: 2839.618408
	Iteration 27Q: 3 clusters Score -1354008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1354013.000000 Penalty: 2839.618408
	Iteration 28Q: 3 clusters Score -1354013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1354008.625000 Penalty: 2839.618408
	Iteration 29Q: 3 clusters Score -1354009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1354008.875000 Penalty: 2839.618408
	Iteration 30Q: 3 clusters Score -1354009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1354009.500000 Penalty: 2839.618408
	Iteration 31Q: 3 clusters Score -1354010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1354008.500000 Penalty: 2839.618408
	Iteration 32Q: 3 clusters Score -1354008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1354012.125000 Penalty: 2839.618408
	Iteration 33Q: 3 clusters Score -1354012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1354011.000000 Penalty: 2839.618408
	Iteration 34Q: 3 clusters Score -1354011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1354014.000000 Penalty: 2839.618408
	Iteration 35Q: 3 clusters Score -1354014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1354018.000000 Penalty: 2839.618408
	Iteration 36Q: 3 clusters Score -1354018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1354019.125000 Penalty: 2839.618408
	Iteration 37Q: 3 clusters Score -1354019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1354016.125000 Penalty: 2839.618408
	Iteration 38Q: 3 clusters Score -1354016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1354015.000000 Penalty: 2839.618408
	Iteration 39Q: 3 clusters Score -1354015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1354016.500000 Penalty: 2839.618408
	Iteration 40F: 3 clusters Score -1354016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1354016.500000 Penalty: 2839.618408
	Iteration 41Q: 3 clusters Score -1354016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1354016.125000 Penalty: 2839.618408
	Iteration 42Q: 3 clusters Score -1354016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1354016.125000 Penalty: 2839.618408
	Iteration 43F: 3 clusters Score -1354016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 38745 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 7587 members 
Entering Unmasked Estep 
Score: -110775184.000000 Penalty: 57576.714844
Splitting cluster 15 changes total score from -110587384.000000 to -110775184.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (38745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Entering Unmasked Estep 
Score: -4483857.000000 Penalty: 1572.035889
	Iteration 0F: 2 clusters Score -4483857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4458677.000000 Penalty: 3144.071777
	Iteration 0F: 3 clusters Score -4458677 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4469392.500000 Penalty: 3144.071777
	Iteration 1F: 3 clusters Score -4469392 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4472311.500000 Penalty: 3144.071777
	Iteration 2F: 3 clusters Score -4472312 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4479165.000000 Penalty: 3144.071777
	Iteration 3F: 3 clusters Score -4479165 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4491294.000000 Penalty: 3144.071777
	Iteration 4F: 3 clusters Score -4491294 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4497848.000000 Penalty: 3144.071777
	Iteration 5F: 3 clusters Score -4497848 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4500465.000000 Penalty: 3144.071777
	Iteration 6Q: 3 clusters Score -4500465 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4503991.500000 Penalty: 3144.071777
	Iteration 7Q: 3 clusters Score -4503992 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4507927.000000 Penalty: 3144.071777
	Iteration 8Q: 3 clusters Score -4507927 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4509457.000000 Penalty: 3144.071777
	Iteration 9Q: 3 clusters Score -4509457 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4509551.500000 Penalty: 3144.071777
	Iteration 10Q: 3 clusters Score -4509552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4509582.000000 Penalty: 3144.071777
	Iteration 11Q: 3 clusters Score -4509582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4509578.000000 Penalty: 3144.071777
	Iteration 12Q: 3 clusters Score -4509578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4509571.000000 Penalty: 3144.071777
	Iteration 13Q: 3 clusters Score -4509571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4509571.000000 Penalty: 3144.071777
	Iteration 14F: 3 clusters Score -4509571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 7587 members 
Mstep: Class 29 contains 19413 members 
Entering Unmasked Estep 
Score: -110800824.000000 Penalty: 59633.023438
Splitting cluster 16 changes total score from -110587384.000000 to -110800824.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -1896974.875000 Penalty: 1451.075317
	Iteration 0F: 2 clusters Score -1896975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1885751.750000 Penalty: 2902.150635
	Iteration 0F: 3 clusters Score -1885752 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1890485.250000 Penalty: 2902.150635
	Iteration 1F: 3 clusters Score -1890485 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1892063.375000 Penalty: 2902.150635
	Iteration 2F: 3 clusters Score -1892063 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1893812.625000 Penalty: 2902.150635
	Iteration 3F: 3 clusters Score -1893813 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1895609.500000 Penalty: 2902.150635
	Iteration 4F: 3 clusters Score -1895610 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1896972.125000 Penalty: 2902.150635
	Iteration 5F: 3 clusters Score -1896972 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1897740.125000 Penalty: 2902.150635
	Iteration 6F: 3 clusters Score -1897740 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1898127.375000 Penalty: 2902.150635
	Iteration 7Q: 3 clusters Score -1898127 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1898374.125000 Penalty: 2902.150635
	Iteration 8Q: 3 clusters Score -1898374 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1898542.500000 Penalty: 2902.150635
	Iteration 9Q: 3 clusters Score -1898542 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1898663.250000 Penalty: 2902.150635
	Iteration 10Q: 3 clusters Score -1898663 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1898770.750000 Penalty: 2902.150635
	Iteration 11Q: 3 clusters Score -1898771 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1898862.750000 Penalty: 2902.150635
	Iteration 12Q: 3 clusters Score -1898863 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1898936.000000 Penalty: 2902.150635
	Iteration 13Q: 3 clusters Score -1898936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1898981.375000 Penalty: 2902.150635
	Iteration 14Q: 3 clusters Score -1898981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1899018.125000 Penalty: 2902.150635
	Iteration 15Q: 3 clusters Score -1899018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1899039.375000 Penalty: 2902.150635
	Iteration 16Q: 3 clusters Score -1899039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1899054.500000 Penalty: 2902.150635
	Iteration 17Q: 3 clusters Score -1899054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1899073.375000 Penalty: 2902.150635
	Iteration 18Q: 3 clusters Score -1899073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1899088.000000 Penalty: 2902.150635
	Iteration 19Q: 3 clusters Score -1899088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1899100.250000 Penalty: 2902.150635
	Iteration 20F: 3 clusters Score -1899100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1899115.500000 Penalty: 2902.150635
	Iteration 21Q: 3 clusters Score -1899116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1899123.500000 Penalty: 2902.150635
	Iteration 22Q: 3 clusters Score -1899124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1899131.750000 Penalty: 2902.150635
	Iteration 23Q: 3 clusters Score -1899132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1899138.750000 Penalty: 2902.150635
	Iteration 24Q: 3 clusters Score -1899139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1899135.250000 Penalty: 2902.150635
	Iteration 25Q: 3 clusters Score -1899135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1899144.500000 Penalty: 2902.150635
	Iteration 26Q: 3 clusters Score -1899144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1899148.875000 Penalty: 2902.150635
	Iteration 27Q: 3 clusters Score -1899149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1899152.250000 Penalty: 2902.150635
	Iteration 28Q: 3 clusters Score -1899152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1899161.625000 Penalty: 2902.150635
	Iteration 29Q: 3 clusters Score -1899162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1899174.750000 Penalty: 2902.150635
	Iteration 30Q: 3 clusters Score -1899175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1899176.625000 Penalty: 2902.150635
	Iteration 31Q: 3 clusters Score -1899177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1899186.375000 Penalty: 2902.150635
	Iteration 32Q: 3 clusters Score -1899186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1899189.500000 Penalty: 2902.150635
	Iteration 33Q: 3 clusters Score -1899190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1899201.500000 Penalty: 2902.150635
	Iteration 34Q: 3 clusters Score -1899202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1899200.750000 Penalty: 2902.150635
	Iteration 35Q: 3 clusters Score -1899201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1899200.125000 Penalty: 2902.150635
	Iteration 36Q: 3 clusters Score -1899200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1899206.875000 Penalty: 2902.150635
	Iteration 37Q: 3 clusters Score -1899207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1899205.125000 Penalty: 2902.150635
	Iteration 38Q: 3 clusters Score -1899205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1899205.375000 Penalty: 2902.150635
	Iteration 39Q: 3 clusters Score -1899205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1899206.000000 Penalty: 2902.150635
	Iteration 40F: 3 clusters Score -1899206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1899203.875000 Penalty: 2902.150635
	Iteration 41Q: 3 clusters Score -1899204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1899210.500000 Penalty: 2902.150635
	Iteration 42Q: 3 clusters Score -1899210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1899211.625000 Penalty: 2902.150635
	Iteration 43Q: 3 clusters Score -1899212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1899208.625000 Penalty: 2902.150635
	Iteration 44Q: 3 clusters Score -1899209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1899209.000000 Penalty: 2902.150635
	Iteration 45Q: 3 clusters Score -1899209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1899213.500000 Penalty: 2902.150635
	Iteration 46Q: 3 clusters Score -1899214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1899213.750000 Penalty: 2902.150635
	Iteration 47Q: 3 clusters Score -1899214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1899213.875000 Penalty: 2902.150635
	Iteration 48Q: 3 clusters Score -1899214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1899212.625000 Penalty: 2902.150635
	Iteration 49Q: 3 clusters Score -1899213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1899210.875000 Penalty: 2902.150635
	Iteration 50Q: 3 clusters Score -1899211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1899212.750000 Penalty: 2902.150635
	Iteration 51Q: 3 clusters Score -1899213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1899212.750000 Penalty: 2902.150635
	Iteration 52F: 3 clusters Score -1899213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 91756 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 7587 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 12338 members 
Entering Unmasked Estep 
Score: -110802192.000000 Penalty: 61689.332031
Splitting cluster 17 changes total score from -110587384.000000 to -110802192.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (91756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Entering Unmasked Estep 
Score: -10213192.000000 Penalty: 1700.321045
	Iteration 0F: 2 clusters Score -1.021319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -10154812.000000 Penalty: 3400.642090
	Iteration 0F: 3 clusters Score -1.015481e+07 nChanged 43303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -10180709.000000 Penalty: 3400.642090
	Iteration 1F: 3 clusters Score -1.018071e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -10182823.000000 Penalty: 3400.642090
	Iteration 2Q: 3 clusters Score -1.018282e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -10185720.000000 Penalty: 3400.642090
	Iteration 3F: 3 clusters Score -1.018572e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -10189443.000000 Penalty: 3400.642090
	Iteration 4F: 3 clusters Score -1.018944e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -10194257.000000 Penalty: 3400.642090
	Iteration 5F: 3 clusters Score -1.019426e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -10199580.000000 Penalty: 3400.642090
	Iteration 6F: 3 clusters Score -1.019958e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -10204253.000000 Penalty: 3400.642090
	Iteration 7F: 3 clusters Score -1.020425e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -10207397.000000 Penalty: 3400.642090
	Iteration 8F: 3 clusters Score -1.02074e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -10209354.000000 Penalty: 3400.642090
	Iteration 9Q: 3 clusters Score -1.020935e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -10210686.000000 Penalty: 3400.642090
	Iteration 10Q: 3 clusters Score -1.021069e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -10211694.000000 Penalty: 3400.642090
	Iteration 11Q: 3 clusters Score -1.021169e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -10212536.000000 Penalty: 3400.642090
	Iteration 12Q: 3 clusters Score -1.021254e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -10213138.000000 Penalty: 3400.642090
	Iteration 13Q: 3 clusters Score -1.021314e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -10213762.000000 Penalty: 3400.642090
	Iteration 14Q: 3 clusters Score -1.021376e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -10214323.000000 Penalty: 3400.642090
	Iteration 15Q: 3 clusters Score -1.021432e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -10214751.000000 Penalty: 3400.642090
	Iteration 16Q: 3 clusters Score -1.021475e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -10215051.000000 Penalty: 3400.642090
	Iteration 17Q: 3 clusters Score -1.021505e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -10215332.000000 Penalty: 3400.642090
	Iteration 18Q: 3 clusters Score -1.021533e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -10215577.000000 Penalty: 3400.642090
	Iteration 19Q: 3 clusters Score -1.021558e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -10215711.000000 Penalty: 3400.642090
	Iteration 20F: 3 clusters Score -1.021571e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -10215807.000000 Penalty: 3400.642090
	Iteration 21Q: 3 clusters Score -1.021581e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -10215818.000000 Penalty: 3400.642090
	Iteration 22Q: 3 clusters Score -1.021582e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -10215858.000000 Penalty: 3400.642090
	Iteration 23Q: 3 clusters Score -1.021586e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -10215951.000000 Penalty: 3400.642090
	Iteration 24Q: 3 clusters Score -1.021595e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -10215979.000000 Penalty: 3400.642090
	Iteration 25Q: 3 clusters Score -1.021598e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -10216020.000000 Penalty: 3400.642090
	Iteration 26Q: 3 clusters Score -1.021602e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -10216054.000000 Penalty: 3400.642090
	Iteration 27Q: 3 clusters Score -1.021605e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -10216032.000000 Penalty: 3400.642090
	Iteration 28Q: 3 clusters Score -1.021603e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -10216043.000000 Penalty: 3400.642090
	Iteration 29Q: 3 clusters Score -1.021604e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -10216049.000000 Penalty: 3400.642090
	Iteration 30Q: 3 clusters Score -1.021605e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -10216059.000000 Penalty: 3400.642090
	Iteration 31Q: 3 clusters Score -1.021606e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -10216055.000000 Penalty: 3400.642090
	Iteration 32Q: 3 clusters Score -1.021606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -10216089.000000 Penalty: 3400.642090
	Iteration 33Q: 3 clusters Score -1.021609e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -10216090.000000 Penalty: 3400.642090
	Iteration 34Q: 3 clusters Score -1.021609e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -10216084.000000 Penalty: 3400.642090
	Iteration 35Q: 3 clusters Score -1.021608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -10216095.000000 Penalty: 3400.642090
	Iteration 36Q: 3 clusters Score -1.02161e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -10216097.000000 Penalty: 3400.642090
	Iteration 37Q: 3 clusters Score -1.02161e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -10216094.000000 Penalty: 3400.642090
	Iteration 38Q: 3 clusters Score -1.021609e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -10216113.000000 Penalty: 3400.642090
	Iteration 39Q: 3 clusters Score -1.021611e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -10216100.000000 Penalty: 3400.642090
	Iteration 40F: 3 clusters Score -1.02161e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -10216115.000000 Penalty: 3400.642090
	Iteration 41Q: 3 clusters Score -1.021612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -10216127.000000 Penalty: 3400.642090
	Iteration 42Q: 3 clusters Score -1.021613e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -10216100.000000 Penalty: 3400.642090
	Iteration 43Q: 3 clusters Score -1.02161e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -10216091.000000 Penalty: 3400.642090
	Iteration 44Q: 3 clusters Score -1.021609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -10216084.000000 Penalty: 3400.642090
	Iteration 45Q: 3 clusters Score -1.021608e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -10216102.000000 Penalty: 3400.642090
	Iteration 46Q: 3 clusters Score -1.02161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -10216107.000000 Penalty: 3400.642090
	Iteration 47Q: 3 clusters Score -1.021611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -10216107.000000 Penalty: 3400.642090
	Iteration 48Q: 3 clusters Score -1.021611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -10216100.000000 Penalty: 3400.642090
	Iteration 49Q: 3 clusters Score -1.02161e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -10216085.000000 Penalty: 3400.642090
	Iteration 50Q: 3 clusters Score -1.021608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -10216099.000000 Penalty: 3400.642090
	Iteration 51Q: 3 clusters Score -1.02161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -10216094.000000 Penalty: 3400.642090
	Iteration 52Q: 3 clusters Score -1.021609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -10216114.000000 Penalty: 3400.642090
	Iteration 53Q: 3 clusters Score -1.021611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -10216123.000000 Penalty: 3400.642090
	Iteration 54Q: 3 clusters Score -1.021612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -10216128.000000 Penalty: 3400.642090
	Iteration 55Q: 3 clusters Score -1.021613e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -10216119.000000 Penalty: 3400.642090
	Iteration 56Q: 3 clusters Score -1.021612e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -10216123.000000 Penalty: 3400.642090
	Iteration 57Q: 3 clusters Score -1.021612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -10216111.000000 Penalty: 3400.642090
	Iteration 58Q: 3 clusters Score -1.021611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -10216079.000000 Penalty: 3400.642090
	Iteration 59Q: 3 clusters Score -1.021608e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -10216078.000000 Penalty: 3400.642090
	Iteration 60F: 3 clusters Score -1.021608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -10216083.000000 Penalty: 3400.642090
	Iteration 61Q: 3 clusters Score -1.021608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -10216100.000000 Penalty: 3400.642090
	Iteration 62Q: 3 clusters Score -1.02161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -10216097.000000 Penalty: 3400.642090
	Iteration 63Q: 3 clusters Score -1.02161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -10216110.000000 Penalty: 3400.642090
	Iteration 64Q: 3 clusters Score -1.021611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -10216105.000000 Penalty: 3400.642090
	Iteration 65Q: 3 clusters Score -1.02161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -10216097.000000 Penalty: 3400.642090
	Iteration 66Q: 3 clusters Score -1.02161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -10216108.000000 Penalty: 3400.642090
	Iteration 67Q: 3 clusters Score -1.021611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -10216121.000000 Penalty: 3400.642090
	Iteration 68Q: 3 clusters Score -1.021612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -10216122.000000 Penalty: 3400.642090
	Iteration 69Q: 3 clusters Score -1.021612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -10216127.000000 Penalty: 3400.642090
	Iteration 70Q: 3 clusters Score -1.021613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -10216124.000000 Penalty: 3400.642090
	Iteration 71Q: 3 clusters Score -1.021612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -10216124.000000 Penalty: 3400.642090
	Iteration 72Q: 3 clusters Score -1.021612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -10216132.000000 Penalty: 3400.642090
	Iteration 73Q: 3 clusters Score -1.021613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -10216128.000000 Penalty: 3400.642090
	Iteration 74Q: 3 clusters Score -1.021613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -10216134.000000 Penalty: 3400.642090
	Iteration 75Q: 3 clusters Score -1.021613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -10216157.000000 Penalty: 3400.642090
	Iteration 76Q: 3 clusters Score -1.021616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -10216161.000000 Penalty: 3400.642090
	Iteration 77Q: 3 clusters Score -1.021616e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -10216149.000000 Penalty: 3400.642090
	Iteration 78Q: 3 clusters Score -1.021615e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -10216126.000000 Penalty: 3400.642090
	Iteration 79Q: 3 clusters Score -1.021613e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -10216129.000000 Penalty: 3400.642090
	Iteration 80F: 3 clusters Score -1.021613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -10216119.000000 Penalty: 3400.642090
	Iteration 81Q: 3 clusters Score -1.021612e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -10216127.000000 Penalty: 3400.642090
	Iteration 82Q: 3 clusters Score -1.021613e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -10216146.000000 Penalty: 3400.642090
	Iteration 83Q: 3 clusters Score -1.021615e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -10216122.000000 Penalty: 3400.642090
	Iteration 84Q: 3 clusters Score -1.021612e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -10216107.000000 Penalty: 3400.642090
	Iteration 85Q: 3 clusters Score -1.021611e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -10216125.000000 Penalty: 3400.642090
	Iteration 86Q: 3 clusters Score -1.021612e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -10216117.000000 Penalty: 3400.642090
	Iteration 87Q: 3 clusters Score -1.021612e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -10216100.000000 Penalty: 3400.642090
	Iteration 88Q: 3 clusters Score -1.02161e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -10216111.000000 Penalty: 3400.642090
	Iteration 89Q: 3 clusters Score -1.021611e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -10216110.000000 Penalty: 3400.642090
	Iteration 90Q: 3 clusters Score -1.021611e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -10216089.000000 Penalty: 3400.642090
	Iteration 91Q: 3 clusters Score -1.021609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -10216076.000000 Penalty: 3400.642090
	Iteration 92Q: 3 clusters Score -1.021608e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -10216067.000000 Penalty: 3400.642090
	Iteration 93Q: 3 clusters Score -1.021607e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -10216064.000000 Penalty: 3400.642090
	Iteration 94Q: 3 clusters Score -1.021606e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -10216069.000000 Penalty: 3400.642090
	Iteration 95Q: 3 clusters Score -1.021607e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -10216043.000000 Penalty: 3400.642090
	Iteration 96Q: 3 clusters Score -1.021604e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -10216086.000000 Penalty: 3400.642090
	Iteration 97Q: 3 clusters Score -1.021609e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -10216099.000000 Penalty: 3400.642090
	Iteration 98Q: 3 clusters Score -1.02161e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -10216100.000000 Penalty: 3400.642090
	Iteration 99Q: 3 clusters Score -1.02161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -10216135.000000 Penalty: 3400.642090
	Iteration 100F: 3 clusters Score -1.021614e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -10216126.000000 Penalty: 3400.642090
	Iteration 101Q: 3 clusters Score -1.021613e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -10216116.000000 Penalty: 3400.642090
	Iteration 102Q: 3 clusters Score -1.021612e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -10216146.000000 Penalty: 3400.642090
	Iteration 103Q: 3 clusters Score -1.021615e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -10216165.000000 Penalty: 3400.642090
	Iteration 104Q: 3 clusters Score -1.021616e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -10216151.000000 Penalty: 3400.642090
	Iteration 105Q: 3 clusters Score -1.021615e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -10216193.000000 Penalty: 3400.642090
	Iteration 106Q: 3 clusters Score -1.021619e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -10216212.000000 Penalty: 3400.642090
	Iteration 107Q: 3 clusters Score -1.021621e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -10216228.000000 Penalty: 3400.642090
	Iteration 108Q: 3 clusters Score -1.021623e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -10216215.000000 Penalty: 3400.642090
	Iteration 109Q: 3 clusters Score -1.021622e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -10216192.000000 Penalty: 3400.642090
	Iteration 110Q: 3 clusters Score -1.021619e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -10216215.000000 Penalty: 3400.642090
	Iteration 111Q: 3 clusters Score -1.021622e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -10216245.000000 Penalty: 3400.642090
	Iteration 112Q: 3 clusters Score -1.021624e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -10216270.000000 Penalty: 3400.642090
	Iteration 113Q: 3 clusters Score -1.021627e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -10216304.000000 Penalty: 3400.642090
	Iteration 114Q: 3 clusters Score -1.02163e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -10216329.000000 Penalty: 3400.642090
	Iteration 115Q: 3 clusters Score -1.021633e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -10216355.000000 Penalty: 3400.642090
	Iteration 116Q: 3 clusters Score -1.021636e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -10216421.000000 Penalty: 3400.642090
	Iteration 117Q: 3 clusters Score -1.021642e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -10216488.000000 Penalty: 3400.642090
	Iteration 118Q: 3 clusters Score -1.021649e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -10216490.000000 Penalty: 3400.642090
	Iteration 119Q: 3 clusters Score -1.021649e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -10216571.000000 Penalty: 3400.642090
	Iteration 120F: 3 clusters Score -1.021657e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -10216638.000000 Penalty: 3400.642090
	Iteration 121Q: 3 clusters Score -1.021664e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -10216712.000000 Penalty: 3400.642090
	Iteration 122Q: 3 clusters Score -1.021671e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -10216781.000000 Penalty: 3400.642090
	Iteration 123Q: 3 clusters Score -1.021678e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -10216789.000000 Penalty: 3400.642090
	Iteration 124Q: 3 clusters Score -1.021679e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -10216825.000000 Penalty: 3400.642090
	Iteration 125Q: 3 clusters Score -1.021682e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -10216862.000000 Penalty: 3400.642090
	Iteration 126Q: 3 clusters Score -1.021686e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -10216919.000000 Penalty: 3400.642090
	Iteration 127Q: 3 clusters Score -1.021692e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -10216963.000000 Penalty: 3400.642090
	Iteration 128Q: 3 clusters Score -1.021696e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -10216971.000000 Penalty: 3400.642090
	Iteration 129Q: 3 clusters Score -1.021697e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -10216987.000000 Penalty: 3400.642090
	Iteration 130Q: 3 clusters Score -1.021699e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -10216991.000000 Penalty: 3400.642090
	Iteration 131Q: 3 clusters Score -1.021699e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -10217000.000000 Penalty: 3400.642090
	Iteration 132Q: 3 clusters Score -1.0217e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -10217033.000000 Penalty: 3400.642090
	Iteration 133Q: 3 clusters Score -1.021703e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -10217042.000000 Penalty: 3400.642090
	Iteration 134Q: 3 clusters Score -1.021704e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -10217070.000000 Penalty: 3400.642090
	Iteration 135Q: 3 clusters Score -1.021707e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -10217096.000000 Penalty: 3400.642090
	Iteration 136Q: 3 clusters Score -1.02171e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -10217088.000000 Penalty: 3400.642090
	Iteration 137Q: 3 clusters Score -1.021709e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -10217108.000000 Penalty: 3400.642090
	Iteration 138Q: 3 clusters Score -1.021711e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -10217102.000000 Penalty: 3400.642090
	Iteration 139Q: 3 clusters Score -1.02171e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -10217116.000000 Penalty: 3400.642090
	Iteration 140F: 3 clusters Score -1.021712e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -10217154.000000 Penalty: 3400.642090
	Iteration 141Q: 3 clusters Score -1.021715e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -10217158.000000 Penalty: 3400.642090
	Iteration 142Q: 3 clusters Score -1.021716e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -10217175.000000 Penalty: 3400.642090
	Iteration 143Q: 3 clusters Score -1.021718e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -10217155.000000 Penalty: 3400.642090
	Iteration 144Q: 3 clusters Score -1.021716e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -10217153.000000 Penalty: 3400.642090
	Iteration 145Q: 3 clusters Score -1.021715e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -10217157.000000 Penalty: 3400.642090
	Iteration 146Q: 3 clusters Score -1.021716e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -10217168.000000 Penalty: 3400.642090
	Iteration 147Q: 3 clusters Score -1.021717e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -10217181.000000 Penalty: 3400.642090
	Iteration 148Q: 3 clusters Score -1.021718e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -10217175.000000 Penalty: 3400.642090
	Iteration 149Q: 3 clusters Score -1.021718e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -10217182.000000 Penalty: 3400.642090
	Iteration 150Q: 3 clusters Score -1.021718e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -10217177.000000 Penalty: 3400.642090
	Iteration 151Q: 3 clusters Score -1.021718e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -10217187.000000 Penalty: 3400.642090
	Iteration 152Q: 3 clusters Score -1.021719e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -10217169.000000 Penalty: 3400.642090
	Iteration 153Q: 3 clusters Score -1.021717e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -10217190.000000 Penalty: 3400.642090
	Iteration 154Q: 3 clusters Score -1.021719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -10217165.000000 Penalty: 3400.642090
	Iteration 155Q: 3 clusters Score -1.021716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -10217174.000000 Penalty: 3400.642090
	Iteration 156Q: 3 clusters Score -1.021717e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -10217162.000000 Penalty: 3400.642090
	Iteration 157Q: 3 clusters Score -1.021716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -10217136.000000 Penalty: 3400.642090
	Iteration 158Q: 3 clusters Score -1.021714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -10217159.000000 Penalty: 3400.642090
	Iteration 159Q: 3 clusters Score -1.021716e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -10217125.000000 Penalty: 3400.642090
	Iteration 160F: 3 clusters Score -1.021712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -10217147.000000 Penalty: 3400.642090
	Iteration 161Q: 3 clusters Score -1.021715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -10217123.000000 Penalty: 3400.642090
	Iteration 162Q: 3 clusters Score -1.021712e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -10217112.000000 Penalty: 3400.642090
	Iteration 163Q: 3 clusters Score -1.021711e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -10217140.000000 Penalty: 3400.642090
	Iteration 164Q: 3 clusters Score -1.021714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -10217152.000000 Penalty: 3400.642090
	Iteration 165Q: 3 clusters Score -1.021715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -10217147.000000 Penalty: 3400.642090
	Iteration 166Q: 3 clusters Score -1.021715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -10217115.000000 Penalty: 3400.642090
	Iteration 167Q: 3 clusters Score -1.021712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -10217115.000000 Penalty: 3400.642090
	Iteration 168Q: 3 clusters Score -1.021712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -10217125.000000 Penalty: 3400.642090
	Iteration 169Q: 3 clusters Score -1.021712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -10217117.000000 Penalty: 3400.642090
	Iteration 170Q: 3 clusters Score -1.021712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 171Q: 3 clusters Score -1.021711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 172Q: 3 clusters Score -1.021711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -10217106.000000 Penalty: 3400.642090
	Iteration 173Q: 3 clusters Score -1.021711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 174Q: 3 clusters Score -1.021711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -10217093.000000 Penalty: 3400.642090
	Iteration 175Q: 3 clusters Score -1.021709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -10217096.000000 Penalty: 3400.642090
	Iteration 176Q: 3 clusters Score -1.02171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -10217106.000000 Penalty: 3400.642090
	Iteration 177Q: 3 clusters Score -1.021711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -10217104.000000 Penalty: 3400.642090
	Iteration 178Q: 3 clusters Score -1.02171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 179Q: 3 clusters Score -1.021711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -10217118.000000 Penalty: 3400.642090
	Iteration 180F: 3 clusters Score -1.021712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -10217117.000000 Penalty: 3400.642090
	Iteration 181Q: 3 clusters Score -1.021712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -10217107.000000 Penalty: 3400.642090
	Iteration 182Q: 3 clusters Score -1.021711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -10217107.000000 Penalty: 3400.642090
	Iteration 183Q: 3 clusters Score -1.021711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -10217112.000000 Penalty: 3400.642090
	Iteration 184Q: 3 clusters Score -1.021711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -10217114.000000 Penalty: 3400.642090
	Iteration 185Q: 3 clusters Score -1.021711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -10217115.000000 Penalty: 3400.642090
	Iteration 186Q: 3 clusters Score -1.021712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -10217113.000000 Penalty: 3400.642090
	Iteration 187Q: 3 clusters Score -1.021711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -10217106.000000 Penalty: 3400.642090
	Iteration 188Q: 3 clusters Score -1.021711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 189Q: 3 clusters Score -1.021711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -10217112.000000 Penalty: 3400.642090
	Iteration 190Q: 3 clusters Score -1.021711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -10217112.000000 Penalty: 3400.642090
	Iteration 191Q: 3 clusters Score -1.021711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -10217114.000000 Penalty: 3400.642090
	Iteration 192Q: 3 clusters Score -1.021711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -10217116.000000 Penalty: 3400.642090
	Iteration 193Q: 3 clusters Score -1.021712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -10217107.000000 Penalty: 3400.642090
	Iteration 194Q: 3 clusters Score -1.021711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -10217113.000000 Penalty: 3400.642090
	Iteration 195Q: 3 clusters Score -1.021711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -10217119.000000 Penalty: 3400.642090
	Iteration 196Q: 3 clusters Score -1.021712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -10217129.000000 Penalty: 3400.642090
	Iteration 197Q: 3 clusters Score -1.021713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -10217109.000000 Penalty: 3400.642090
	Iteration 198Q: 3 clusters Score -1.021711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 199Q: 3 clusters Score -1.021711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -10217105.000000 Penalty: 3400.642090
	Iteration 200F: 3 clusters Score -1.02171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -10217104.000000 Penalty: 3400.642090
	Iteration 201Q: 3 clusters Score -1.02171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -10217106.000000 Penalty: 3400.642090
	Iteration 202Q: 3 clusters Score -1.021711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -10217114.000000 Penalty: 3400.642090
	Iteration 203Q: 3 clusters Score -1.021711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -10217112.000000 Penalty: 3400.642090
	Iteration 204Q: 3 clusters Score -1.021711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -10217112.000000 Penalty: 3400.642090
	Iteration 205Q: 3 clusters Score -1.021711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -10217117.000000 Penalty: 3400.642090
	Iteration 206Q: 3 clusters Score -1.021712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 207Q: 3 clusters Score -1.021711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -10217107.000000 Penalty: 3400.642090
	Iteration 208Q: 3 clusters Score -1.021711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -10217102.000000 Penalty: 3400.642090
	Iteration 209Q: 3 clusters Score -1.02171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -10217099.000000 Penalty: 3400.642090
	Iteration 210Q: 3 clusters Score -1.02171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -10217105.000000 Penalty: 3400.642090
	Iteration 211Q: 3 clusters Score -1.02171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 212Q: 3 clusters Score -1.021711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -10217110.000000 Penalty: 3400.642090
	Iteration 213F: 3 clusters Score -1.021711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 22986 members 
Mstep: Class 19 contains 109295 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 7587 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 12338 members 
Mstep: Class 31 contains 68770 members 
Entering Unmasked Estep 
Score: -110805664.000000 Penalty: 63745.648438
Splitting cluster 18 changes total score from -110587384.000000 to -110805664.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (109295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Entering Unmasked Estep 
Score: -12087108.000000 Penalty: 1726.348755
	Iteration 0F: 2 clusters Score -1.208711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -12020588.000000 Penalty: 3452.697510
	Iteration 0F: 3 clusters Score -1.202059e+07 nChanged 51941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -12051749.000000 Penalty: 3452.697510
	Iteration 1F: 3 clusters Score -1.205175e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -12054174.000000 Penalty: 3452.697510
	Iteration 2Q: 3 clusters Score -1.205417e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -12057637.000000 Penalty: 3452.697510
	Iteration 3F: 3 clusters Score -1.205764e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -12062215.000000 Penalty: 3452.697510
	Iteration 4F: 3 clusters Score -1.206222e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -12067312.000000 Penalty: 3452.697510
	Iteration 5F: 3 clusters Score -1.206731e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -12072170.000000 Penalty: 3452.697510
	Iteration 6F: 3 clusters Score -1.207217e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -12075707.000000 Penalty: 3452.697510
	Iteration 7F: 3 clusters Score -1.207571e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -12078539.000000 Penalty: 3452.697510
	Iteration 8Q: 3 clusters Score -1.207854e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -12080937.000000 Penalty: 3452.697510
	Iteration 9Q: 3 clusters Score -1.208094e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -12083096.000000 Penalty: 3452.697510
	Iteration 10Q: 3 clusters Score -1.20831e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -12084923.000000 Penalty: 3452.697510
	Iteration 11Q: 3 clusters Score -1.208492e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -12086178.000000 Penalty: 3452.697510
	Iteration 12Q: 3 clusters Score -1.208618e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -12086993.000000 Penalty: 3452.697510
	Iteration 13Q: 3 clusters Score -1.208699e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -12087615.000000 Penalty: 3452.697510
	Iteration 14Q: 3 clusters Score -1.208762e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -12088011.000000 Penalty: 3452.697510
	Iteration 15Q: 3 clusters Score -1.208801e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -12088305.000000 Penalty: 3452.697510
	Iteration 16Q: 3 clusters Score -1.20883e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -12088470.000000 Penalty: 3452.697510
	Iteration 17Q: 3 clusters Score -1.208847e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -12088599.000000 Penalty: 3452.697510
	Iteration 18Q: 3 clusters Score -1.20886e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -12088735.000000 Penalty: 3452.697510
	Iteration 19Q: 3 clusters Score -1.208874e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -12088765.000000 Penalty: 3452.697510
	Iteration 20F: 3 clusters Score -1.208876e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -12088806.000000 Penalty: 3452.697510
	Iteration 21Q: 3 clusters Score -1.208881e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -12088859.000000 Penalty: 3452.697510
	Iteration 22Q: 3 clusters Score -1.208886e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -12088851.000000 Penalty: 3452.697510
	Iteration 23Q: 3 clusters Score -1.208885e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -12088859.000000 Penalty: 3452.697510
	Iteration 24Q: 3 clusters Score -1.208886e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -12088901.000000 Penalty: 3452.697510
	Iteration 25Q: 3 clusters Score -1.20889e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -12088915.000000 Penalty: 3452.697510
	Iteration 26Q: 3 clusters Score -1.208892e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -12088906.000000 Penalty: 3452.697510
	Iteration 27Q: 3 clusters Score -1.208891e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -12088928.000000 Penalty: 3452.697510
	Iteration 28Q: 3 clusters Score -1.208893e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -12088929.000000 Penalty: 3452.697510
	Iteration 29Q: 3 clusters Score -1.208893e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -12088940.000000 Penalty: 3452.697510
	Iteration 30Q: 3 clusters Score -1.208894e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -12088915.000000 Penalty: 3452.697510
	Iteration 31Q: 3 clusters Score -1.208892e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -12088930.000000 Penalty: 3452.697510
	Iteration 32Q: 3 clusters Score -1.208893e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -12088914.000000 Penalty: 3452.697510
	Iteration 33Q: 3 clusters Score -1.208891e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -12088891.000000 Penalty: 3452.697510
	Iteration 34Q: 3 clusters Score -1.208889e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -12088902.000000 Penalty: 3452.697510
	Iteration 35Q: 3 clusters Score -1.20889e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -12088902.000000 Penalty: 3452.697510
	Iteration 36Q: 3 clusters Score -1.20889e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -12088928.000000 Penalty: 3452.697510
	Iteration 37Q: 3 clusters Score -1.208893e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -12088931.000000 Penalty: 3452.697510
	Iteration 38Q: 3 clusters Score -1.208893e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -12088949.000000 Penalty: 3452.697510
	Iteration 39Q: 3 clusters Score -1.208895e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -12088957.000000 Penalty: 3452.697510
	Iteration 40F: 3 clusters Score -1.208896e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -12088956.000000 Penalty: 3452.697510
	Iteration 41Q: 3 clusters Score -1.208896e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -12088983.000000 Penalty: 3452.697510
	Iteration 42Q: 3 clusters Score -1.208898e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -12089072.000000 Penalty: 3452.697510
	Iteration 43Q: 3 clusters Score -1.208907e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -12089087.000000 Penalty: 3452.697510
	Iteration 44Q: 3 clusters Score -1.208909e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 97006 members 
Entering Unmasked Estep 
Score: -12089140.000000 Penalty: 3452.697510
	Iteration 45Q: 3 clusters Score -1.208914e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -12089168.000000 Penalty: 3452.697510
	Iteration 46Q: 3 clusters Score -1.208917e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -12089230.000000 Penalty: 3452.697510
	Iteration 47Q: 3 clusters Score -1.208923e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -12089282.000000 Penalty: 3452.697510
	Iteration 48Q: 3 clusters Score -1.208928e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -12089297.000000 Penalty: 3452.697510
	Iteration 49Q: 3 clusters Score -1.20893e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -12089309.000000 Penalty: 3452.697510
	Iteration 50Q: 3 clusters Score -1.208931e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -12089343.000000 Penalty: 3452.697510
	Iteration 51Q: 3 clusters Score -1.208934e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -12089436.000000 Penalty: 3452.697510
	Iteration 52Q: 3 clusters Score -1.208944e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -12089497.000000 Penalty: 3452.697510
	Iteration 53Q: 3 clusters Score -1.20895e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -12089502.000000 Penalty: 3452.697510
	Iteration 54Q: 3 clusters Score -1.20895e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -12089512.000000 Penalty: 3452.697510
	Iteration 55Q: 3 clusters Score -1.208951e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -12089553.000000 Penalty: 3452.697510
	Iteration 56Q: 3 clusters Score -1.208955e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -12089581.000000 Penalty: 3452.697510
	Iteration 57Q: 3 clusters Score -1.208958e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -12089662.000000 Penalty: 3452.697510
	Iteration 58Q: 3 clusters Score -1.208966e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -12089713.000000 Penalty: 3452.697510
	Iteration 59Q: 3 clusters Score -1.208971e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -12089730.000000 Penalty: 3452.697510
	Iteration 60F: 3 clusters Score -1.208973e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -12089763.000000 Penalty: 3452.697510
	Iteration 61Q: 3 clusters Score -1.208976e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -12089812.000000 Penalty: 3452.697510
	Iteration 62Q: 3 clusters Score -1.208981e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -12089889.000000 Penalty: 3452.697510
	Iteration 63Q: 3 clusters Score -1.208989e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -12089938.000000 Penalty: 3452.697510
	Iteration 64Q: 3 clusters Score -1.208994e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -12090017.000000 Penalty: 3452.697510
	Iteration 65Q: 3 clusters Score -1.209002e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -12090086.000000 Penalty: 3452.697510
	Iteration 66Q: 3 clusters Score -1.209009e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -12090115.000000 Penalty: 3452.697510
	Iteration 67Q: 3 clusters Score -1.209012e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 97006 members 
Entering Unmasked Estep 
Score: -12090228.000000 Penalty: 3452.697510
	Iteration 68Q: 3 clusters Score -1.209023e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -12090345.000000 Penalty: 3452.697510
	Iteration 69Q: 3 clusters Score -1.209034e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -12090453.000000 Penalty: 3452.697510
	Iteration 70Q: 3 clusters Score -1.209045e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -12090629.000000 Penalty: 3452.697510
	Iteration 71Q: 3 clusters Score -1.209063e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -12090766.000000 Penalty: 3452.697510
	Iteration 72Q: 3 clusters Score -1.209077e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -12090887.000000 Penalty: 3452.697510
	Iteration 73Q: 3 clusters Score -1.209089e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -12091072.000000 Penalty: 3452.697510
	Iteration 74Q: 3 clusters Score -1.209107e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -12091285.000000 Penalty: 3452.697510
	Iteration 75Q: 3 clusters Score -1.209128e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -12091443.000000 Penalty: 3452.697510
	Iteration 76Q: 3 clusters Score -1.209144e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -12091553.000000 Penalty: 3452.697510
	Iteration 77Q: 3 clusters Score -1.209155e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -12091654.000000 Penalty: 3452.697510
	Iteration 78Q: 3 clusters Score -1.209165e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
Score: -12091695.000000 Penalty: 3452.697510
	Iteration 79Q: 3 clusters Score -1.20917e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -12091784.000000 Penalty: 3452.697510
	Iteration 80F: 3 clusters Score -1.209178e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -12091840.000000 Penalty: 3452.697510
	Iteration 81Q: 3 clusters Score -1.209184e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -12091913.000000 Penalty: 3452.697510
	Iteration 82Q: 3 clusters Score -1.209191e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -12091940.000000 Penalty: 3452.697510
	Iteration 83Q: 3 clusters Score -1.209194e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -12091973.000000 Penalty: 3452.697510
	Iteration 84Q: 3 clusters Score -1.209197e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -12091969.000000 Penalty: 3452.697510
	Iteration 85Q: 3 clusters Score -1.209197e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -12091998.000000 Penalty: 3452.697510
	Iteration 86Q: 3 clusters Score -1.2092e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -12092028.000000 Penalty: 3452.697510
	Iteration 87Q: 3 clusters Score -1.209203e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -12092058.000000 Penalty: 3452.697510
	Iteration 88Q: 3 clusters Score -1.209206e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -12092086.000000 Penalty: 3452.697510
	Iteration 89Q: 3 clusters Score -1.209209e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -12092127.000000 Penalty: 3452.697510
	Iteration 90Q: 3 clusters Score -1.209213e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -12092137.000000 Penalty: 3452.697510
	Iteration 91Q: 3 clusters Score -1.209214e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -12092138.000000 Penalty: 3452.697510
	Iteration 92Q: 3 clusters Score -1.209214e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -12092119.000000 Penalty: 3452.697510
	Iteration 93Q: 3 clusters Score -1.209212e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -12092155.000000 Penalty: 3452.697510
	Iteration 94Q: 3 clusters Score -1.209216e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
Score: -12092199.000000 Penalty: 3452.697510
	Iteration 95Q: 3 clusters Score -1.20922e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -12092202.000000 Penalty: 3452.697510
	Iteration 96Q: 3 clusters Score -1.20922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -12092220.000000 Penalty: 3452.697510
	Iteration 97Q: 3 clusters Score -1.209222e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -12092208.000000 Penalty: 3452.697510
	Iteration 98Q: 3 clusters Score -1.209221e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -12092194.000000 Penalty: 3452.697510
	Iteration 99Q: 3 clusters Score -1.209219e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -12092202.000000 Penalty: 3452.697510
	Iteration 100F: 3 clusters Score -1.20922e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -12092197.000000 Penalty: 3452.697510
	Iteration 101Q: 3 clusters Score -1.20922e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -12092220.000000 Penalty: 3452.697510
	Iteration 102Q: 3 clusters Score -1.209222e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -12092236.000000 Penalty: 3452.697510
	Iteration 103Q: 3 clusters Score -1.209224e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -12092298.000000 Penalty: 3452.697510
	Iteration 104Q: 3 clusters Score -1.20923e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -12092329.000000 Penalty: 3452.697510
	Iteration 105Q: 3 clusters Score -1.209233e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -12092359.000000 Penalty: 3452.697510
	Iteration 106Q: 3 clusters Score -1.209236e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -12092370.000000 Penalty: 3452.697510
	Iteration 107Q: 3 clusters Score -1.209237e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -12092399.000000 Penalty: 3452.697510
	Iteration 108Q: 3 clusters Score -1.20924e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -12092446.000000 Penalty: 3452.697510
	Iteration 109Q: 3 clusters Score -1.209245e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -12092471.000000 Penalty: 3452.697510
	Iteration 110Q: 3 clusters Score -1.209247e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -12092532.000000 Penalty: 3452.697510
	Iteration 111Q: 3 clusters Score -1.209253e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -12092541.000000 Penalty: 3452.697510
	Iteration 112Q: 3 clusters Score -1.209254e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -12092564.000000 Penalty: 3452.697510
	Iteration 113Q: 3 clusters Score -1.209256e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -12092591.000000 Penalty: 3452.697510
	Iteration 114Q: 3 clusters Score -1.209259e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 99277 members 
Entering Unmasked Estep 
Score: -12092620.000000 Penalty: 3452.697510
	Iteration 115Q: 3 clusters Score -1.209262e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -12092656.000000 Penalty: 3452.697510
	Iteration 116Q: 3 clusters Score -1.209266e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -12092675.000000 Penalty: 3452.697510
	Iteration 117Q: 3 clusters Score -1.209268e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -12092684.000000 Penalty: 3452.697510
	Iteration 118Q: 3 clusters Score -1.209268e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -12092701.000000 Penalty: 3452.697510
	Iteration 119Q: 3 clusters Score -1.20927e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -12092730.000000 Penalty: 3452.697510
	Iteration 120F: 3 clusters Score -1.209273e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -12092729.000000 Penalty: 3452.697510
	Iteration 121Q: 3 clusters Score -1.209273e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -12092768.000000 Penalty: 3452.697510
	Iteration 122Q: 3 clusters Score -1.209277e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -12092738.000000 Penalty: 3452.697510
	Iteration 123Q: 3 clusters Score -1.209274e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -12092733.000000 Penalty: 3452.697510
	Iteration 124Q: 3 clusters Score -1.209273e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -12092737.000000 Penalty: 3452.697510
	Iteration 125Q: 3 clusters Score -1.209274e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -12092734.000000 Penalty: 3452.697510
	Iteration 126Q: 3 clusters Score -1.209273e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -12092723.000000 Penalty: 3452.697510
	Iteration 127Q: 3 clusters Score -1.209272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -12092709.000000 Penalty: 3452.697510
	Iteration 128Q: 3 clusters Score -1.209271e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -12092713.000000 Penalty: 3452.697510
	Iteration 129Q: 3 clusters Score -1.209271e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -12092715.000000 Penalty: 3452.697510
	Iteration 130Q: 3 clusters Score -1.209272e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 100306 members 
Entering Unmasked Estep 
Score: -12092738.000000 Penalty: 3452.697510
	Iteration 131Q: 3 clusters Score -1.209274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -12092715.000000 Penalty: 3452.697510
	Iteration 132Q: 3 clusters Score -1.209272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -12092728.000000 Penalty: 3452.697510
	Iteration 133Q: 3 clusters Score -1.209273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -12092737.000000 Penalty: 3452.697510
	Iteration 134Q: 3 clusters Score -1.209274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -12092729.000000 Penalty: 3452.697510
	Iteration 135Q: 3 clusters Score -1.209273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -12092732.000000 Penalty: 3452.697510
	Iteration 136Q: 3 clusters Score -1.209273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -12092710.000000 Penalty: 3452.697510
	Iteration 137Q: 3 clusters Score -1.209271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -12092700.000000 Penalty: 3452.697510
	Iteration 138Q: 3 clusters Score -1.20927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12092705.000000 Penalty: 3452.697510
	Iteration 139Q: 3 clusters Score -1.20927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -12092726.000000 Penalty: 3452.697510
	Iteration 140F: 3 clusters Score -1.209273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -12092723.000000 Penalty: 3452.697510
	Iteration 141Q: 3 clusters Score -1.209272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -12092716.000000 Penalty: 3452.697510
	Iteration 142Q: 3 clusters Score -1.209272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -12092724.000000 Penalty: 3452.697510
	Iteration 143Q: 3 clusters Score -1.209272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -12092733.000000 Penalty: 3452.697510
	Iteration 144Q: 3 clusters Score -1.209273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -12092737.000000 Penalty: 3452.697510
	Iteration 145Q: 3 clusters Score -1.209274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -12092742.000000 Penalty: 3452.697510
	Iteration 146Q: 3 clusters Score -1.209274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -12092736.000000 Penalty: 3452.697510
	Iteration 147Q: 3 clusters Score -1.209274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -12092731.000000 Penalty: 3452.697510
	Iteration 148Q: 3 clusters Score -1.209273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -12092731.000000 Penalty: 3452.697510
	Iteration 149F: 3 clusters Score -1.209273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 39020 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 22986 members 
Mstep: Class 19 contains 8775 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 58898 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 67694 members 
Mstep: Class 26 contains 10595 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 7587 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 12338 members 
Mstep: Class 31 contains 68770 members 
Mstep: Class 32 contains 100520 members 
Entering Unmasked Estep 
Score: -110810736.000000 Penalty: 65801.953125
Splitting cluster 19 changes total score from -110587384.000000 to -110810736.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 3 contains 73701 members 
Mstep: Class 4 contains 120950 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 118948 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 22986 members 
Mstep: Class 19 contains 8775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110843616.000000 Penalty: 65801.953125
Iteration 39Q: 33 clusters Score -1.108436e+08 nChanged 42473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 36528 members 
Mstep: Class 3 contains 74009 members 
Mstep: Class 4 contains 124765 members 
Mstep: Class 5 contains 25578 members 
Mstep: Class 6 contains 16368 members 
Mstep: Class 7 contains 21252 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 1686 members 
Mstep: Class 10 contains 124195 members 
Mstep: Class 11 contains 16907 members 
Mstep: Class 12 contains 37898 members 
Mstep: Class 13 contains 6944 members 
Mstep: Class 14 contains 44642 members 
Mstep: Class 15 contains 6567 members 
Mstep: Class 16 contains 19542 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 19 contains 8445 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 57750 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 67503 members 
Mstep: Class 26 contains 10456 members 
Mstep: Class 27 contains 13307 members 
Mstep: Class 28 contains 7481 members 
Mstep: Class 29 contains 17396 members 
Mstep: Class 30 contains 12294 members 
Mstep: Class 31 contains 63328 members 
Mstep: Class 32 contains 94992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868240.000000 Penalty: 65801.953125
Iteration 40F: 33 clusters Score -1.108682e+08 nChanged 31318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 35526 members 
Mstep: Class 3 contains 73201 members 
Mstep: Class 4 contains 124221 members 
Mstep: Class 5 contains 24343 members 
Mstep: Class 6 contains 16591 members 
Mstep: Class 7 contains 21054 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 125367 members 
Mstep: Class 11 contains 16959 members 
Mstep: Class 12 contains 37780 members 
Mstep: Class 13 contains 6944 members 
Mstep: Class 14 contains 45501 members 
Mstep: Class 15 contains 6395 members 
Mstep: Class 16 contains 19366 members 
Mstep: Class 17 contains 5371 members 
Mstep: Class 18 contains 26981 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 12673 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 58295 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 69963 members 
Mstep: Class 26 contains 10655 members 
Mstep: Class 27 contains 13665 members 
Mstep: Class 28 contains 7919 members 
Mstep: Class 29 contains 16403 members 
Mstep: Class 30 contains 12414 members 
Mstep: Class 31 contains 62633 members 
Mstep: Class 32 contains 93098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110878832.000000 Penalty: 65801.953125
Iteration 41Q: 33 clusters Score -1.108788e+08 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 34413 members 
Mstep: Class 3 contains 72745 members 
Mstep: Class 4 contains 124016 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 16762 members 
Mstep: Class 7 contains 21000 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126024 members 
Mstep: Class 11 contains 17029 members 
Mstep: Class 12 contains 37691 members 
Mstep: Class 13 contains 6918 members 
Mstep: Class 14 contains 45774 members 
Mstep: Class 15 contains 6348 members 
Mstep: Class 16 contains 19251 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 28185 members 
Mstep: Class 19 contains 7739 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 12614 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 58537 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71633 members 
Mstep: Class 26 contains 10821 members 
Mstep: Class 27 contains 13915 members 
Mstep: Class 28 contains 8131 members 
Mstep: Class 29 contains 15619 members 
Mstep: Class 30 contains 12475 members 
Mstep: Class 31 contains 62358 members 
Mstep: Class 32 contains 91689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110884168.000000 Penalty: 65801.953125
Iteration 42Q: 33 clusters Score -1.108842e+08 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 33249 members 
Mstep: Class 3 contains 72468 members 
Mstep: Class 4 contains 123842 members 
Mstep: Class 5 contains 22678 members 
Mstep: Class 6 contains 16878 members 
Mstep: Class 7 contains 21003 members 
Mstep: Class 8 contains 11555 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126417 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 37582 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 45782 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 19087 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 29411 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 12555 members 
Mstep: Class 22 contains 4344 members 
Mstep: Class 23 contains 58646 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 72805 members 
Mstep: Class 26 contains 10982 members 
Mstep: Class 27 contains 14130 members 
Mstep: Class 28 contains 8172 members 
Mstep: Class 29 contains 15011 members 
Mstep: Class 30 contains 12496 members 
Mstep: Class 31 contains 62264 members 
Mstep: Class 32 contains 90628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110888792.000000 Penalty: 65801.953125
Iteration 43Q: 33 clusters Score -1.108888e+08 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 31983 members 
Mstep: Class 3 contains 72233 members 
Mstep: Class 4 contains 123665 members 
Mstep: Class 5 contains 22043 members 
Mstep: Class 6 contains 17018 members 
Mstep: Class 7 contains 21010 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126603 members 
Mstep: Class 11 contains 17113 members 
Mstep: Class 12 contains 37496 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 45575 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 30752 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 5342 members 
Mstep: Class 23 contains 58748 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73712 members 
Mstep: Class 26 contains 11134 members 
Mstep: Class 27 contains 14282 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 14551 members 
Mstep: Class 30 contains 12515 members 
Mstep: Class 31 contains 62160 members 
Mstep: Class 32 contains 89817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110892136.000000 Penalty: 65801.953125
Iteration 44Q: 33 clusters Score -1.108921e+08 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 30539 members 
Mstep: Class 3 contains 72026 members 
Mstep: Class 4 contains 123364 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 17201 members 
Mstep: Class 7 contains 21026 members 
Mstep: Class 8 contains 12329 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126739 members 
Mstep: Class 11 contains 17138 members 
Mstep: Class 12 contains 37436 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 45312 members 
Mstep: Class 15 contains 6316 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 32306 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 3651 members 
Mstep: Class 21 contains 12454 members 
Mstep: Class 22 contains 6243 members 
Mstep: Class 23 contains 58876 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74429 members 
Mstep: Class 26 contains 11256 members 
Mstep: Class 27 contains 14417 members 
Mstep: Class 28 contains 8170 members 
Mstep: Class 29 contains 14238 members 
Mstep: Class 30 contains 12523 members 
Mstep: Class 31 contains 62090 members 
Mstep: Class 32 contains 89130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110894904.000000 Penalty: 65801.953125
Iteration 45Q: 33 clusters Score -1.108949e+08 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 71869 members 
Mstep: Class 4 contains 123008 members 
Mstep: Class 5 contains 21115 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 21020 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126815 members 
Mstep: Class 11 contains 17157 members 
Mstep: Class 12 contains 37412 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 45029 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 18790 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 18 contains 34144 members 
Mstep: Class 19 contains 7069 members 
Mstep: Class 20 contains 3744 members 
Mstep: Class 21 contains 12406 members 
Mstep: Class 22 contains 6910 members 
Mstep: Class 23 contains 58961 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74971 members 
Mstep: Class 26 contains 11362 members 
Mstep: Class 27 contains 14519 members 
Mstep: Class 28 contains 8164 members 
Mstep: Class 29 contains 13994 members 
Mstep: Class 30 contains 12519 members 
Mstep: Class 31 contains 62094 members 
Mstep: Class 32 contains 88556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898968.000000 Penalty: 65801.953125
Iteration 46Q: 33 clusters Score -1.10899e+08 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 27126 members 
Mstep: Class 3 contains 71782 members 
Mstep: Class 4 contains 122606 members 
Mstep: Class 5 contains 20740 members 
Mstep: Class 6 contains 17551 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 12856 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126803 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 37398 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 44787 members 
Mstep: Class 15 contains 6320 members 
Mstep: Class 16 contains 18763 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 36204 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 3838 members 
Mstep: Class 21 contains 12329 members 
Mstep: Class 22 contains 7382 members 
Mstep: Class 23 contains 59032 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 75330 members 
Mstep: Class 26 contains 11455 members 
Mstep: Class 27 contains 14615 members 
Mstep: Class 28 contains 8172 members 
Mstep: Class 29 contains 13810 members 
Mstep: Class 30 contains 12512 members 
Mstep: Class 31 contains 62232 members 
Mstep: Class 32 contains 88085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110904360.000000 Penalty: 65801.953125
Iteration 47Q: 33 clusters Score -1.109044e+08 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 25615 members 
Mstep: Class 3 contains 71740 members 
Mstep: Class 4 contains 122148 members 
Mstep: Class 5 contains 20451 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 20956 members 
Mstep: Class 8 contains 13009 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126759 members 
Mstep: Class 11 contains 17219 members 
Mstep: Class 12 contains 37392 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 44546 members 
Mstep: Class 15 contains 6321 members 
Mstep: Class 16 contains 18738 members 
Mstep: Class 17 contains 6398 members 
Mstep: Class 18 contains 38171 members 
Mstep: Class 19 contains 6974 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 12285 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 59068 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 75422 members 
Mstep: Class 26 contains 11542 members 
Mstep: Class 27 contains 14685 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 13678 members 
Mstep: Class 30 contains 12495 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 87723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909824.000000 Penalty: 65801.953125
Iteration 48Q: 33 clusters Score -1.109098e+08 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 25054 members 
Mstep: Class 3 contains 71731 members 
Mstep: Class 4 contains 121650 members 
Mstep: Class 5 contains 20214 members 
Mstep: Class 6 contains 17926 members 
Mstep: Class 7 contains 20907 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126682 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 37391 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 6329 members 
Mstep: Class 16 contains 18723 members 
Mstep: Class 17 contains 6521 members 
Mstep: Class 18 contains 39332 members 
Mstep: Class 19 contains 6951 members 
Mstep: Class 20 contains 4006 members 
Mstep: Class 21 contains 12260 members 
Mstep: Class 22 contains 7972 members 
Mstep: Class 23 contains 59098 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 75288 members 
Mstep: Class 26 contains 11590 members 
Mstep: Class 27 contains 14749 members 
Mstep: Class 28 contains 8145 members 
Mstep: Class 29 contains 13560 members 
Mstep: Class 30 contains 12460 members 
Mstep: Class 31 contains 62735 members 
Mstep: Class 32 contains 87405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912152.000000 Penalty: 65801.953125
Iteration 49Q: 33 clusters Score -1.109122e+08 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 24939 members 
Mstep: Class 3 contains 71751 members 
Mstep: Class 4 contains 121157 members 
Mstep: Class 5 contains 20053 members 
Mstep: Class 6 contains 18099 members 
Mstep: Class 7 contains 20850 members 
Mstep: Class 8 contains 13252 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126561 members 
Mstep: Class 11 contains 17279 members 
Mstep: Class 12 contains 37392 members 
Mstep: Class 13 contains 6803 members 
Mstep: Class 14 contains 44232 members 
Mstep: Class 15 contains 6324 members 
Mstep: Class 16 contains 18714 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 39953 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 4075 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 8163 members 
Mstep: Class 23 contains 59099 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 75113 members 
Mstep: Class 26 contains 11641 members 
Mstep: Class 27 contains 14794 members 
Mstep: Class 28 contains 8154 members 
Mstep: Class 29 contains 13482 members 
Mstep: Class 30 contains 12444 members 
Mstep: Class 31 contains 63035 members 
Mstep: Class 32 contains 87154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913536.000000 Penalty: 65801.953125
Iteration 50Q: 33 clusters Score -1.109135e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 71783 members 
Mstep: Class 4 contains 120615 members 
Mstep: Class 5 contains 19901 members 
Mstep: Class 6 contains 18272 members 
Mstep: Class 7 contains 20799 members 
Mstep: Class 8 contains 13340 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126437 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 37402 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 18707 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 40390 members 
Mstep: Class 19 contains 6935 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 59119 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74961 members 
Mstep: Class 26 contains 11690 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 8156 members 
Mstep: Class 29 contains 13410 members 
Mstep: Class 30 contains 12423 members 
Mstep: Class 31 contains 63350 members 
Mstep: Class 32 contains 86938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913568.000000 Penalty: 65801.953125
Iteration 51Q: 33 clusters Score -1.109136e+08 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 71816 members 
Mstep: Class 4 contains 120069 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 18429 members 
Mstep: Class 7 contains 20750 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126311 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 37404 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 44123 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 18701 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 6928 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 12187 members 
Mstep: Class 22 contains 8566 members 
Mstep: Class 23 contains 59136 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74803 members 
Mstep: Class 26 contains 11730 members 
Mstep: Class 27 contains 14856 members 
Mstep: Class 28 contains 8165 members 
Mstep: Class 29 contains 13361 members 
Mstep: Class 30 contains 12406 members 
Mstep: Class 31 contains 63629 members 
Mstep: Class 32 contains 86735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914360.000000 Penalty: 65801.953125
Iteration 52Q: 33 clusters Score -1.109144e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 24880 members 
Mstep: Class 3 contains 71857 members 
Mstep: Class 4 contains 119527 members 
Mstep: Class 5 contains 19666 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 20707 members 
Mstep: Class 8 contains 13461 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126187 members 
Mstep: Class 11 contains 17315 members 
Mstep: Class 12 contains 37414 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 44104 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 18694 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 41062 members 
Mstep: Class 19 contains 6922 members 
Mstep: Class 20 contains 4271 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 59145 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74656 members 
Mstep: Class 26 contains 11784 members 
Mstep: Class 27 contains 14880 members 
Mstep: Class 28 contains 8162 members 
Mstep: Class 29 contains 13315 members 
Mstep: Class 30 contains 12395 members 
Mstep: Class 31 contains 63951 members 
Mstep: Class 32 contains 86521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914824.000000 Penalty: 65801.953125
Iteration 53Q: 33 clusters Score -1.109148e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 24869 members 
Mstep: Class 3 contains 71907 members 
Mstep: Class 4 contains 118974 members 
Mstep: Class 5 contains 19569 members 
Mstep: Class 6 contains 18684 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 13511 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 126077 members 
Mstep: Class 11 contains 17333 members 
Mstep: Class 12 contains 37423 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 44095 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 18693 members 
Mstep: Class 17 contains 7037 members 
Mstep: Class 18 contains 41316 members 
Mstep: Class 19 contains 6920 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 12140 members 
Mstep: Class 22 contains 8933 members 
Mstep: Class 23 contains 59149 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74541 members 
Mstep: Class 26 contains 11818 members 
Mstep: Class 27 contains 14900 members 
Mstep: Class 28 contains 8155 members 
Mstep: Class 29 contains 13275 members 
Mstep: Class 30 contains 12374 members 
Mstep: Class 31 contains 64335 members 
Mstep: Class 32 contains 86293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915416.000000 Penalty: 65801.953125
Iteration 54Q: 33 clusters Score -1.109154e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 24860 members 
Mstep: Class 3 contains 71943 members 
Mstep: Class 4 contains 118416 members 
Mstep: Class 5 contains 19515 members 
Mstep: Class 6 contains 18781 members 
Mstep: Class 7 contains 20615 members 
Mstep: Class 8 contains 13556 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 125951 members 
Mstep: Class 11 contains 17365 members 
Mstep: Class 12 contains 37430 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 44091 members 
Mstep: Class 15 contains 6358 members 
Mstep: Class 16 contains 18688 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 41563 members 
Mstep: Class 19 contains 6911 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 9107 members 
Mstep: Class 23 contains 59148 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74455 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 14918 members 
Mstep: Class 28 contains 8147 members 
Mstep: Class 29 contains 13252 members 
Mstep: Class 30 contains 12344 members 
Mstep: Class 31 contains 64733 members 
Mstep: Class 32 contains 86033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915848.000000 Penalty: 65801.953125
Iteration 55Q: 33 clusters Score -1.109158e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 24848 members 
Mstep: Class 3 contains 71979 members 
Mstep: Class 4 contains 117858 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 18886 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 13598 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 125801 members 
Mstep: Class 11 contains 17380 members 
Mstep: Class 12 contains 37444 members 
Mstep: Class 13 contains 6795 members 
Mstep: Class 14 contains 44093 members 
Mstep: Class 15 contains 6369 members 
Mstep: Class 16 contains 18687 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 41767 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 4510 members 
Mstep: Class 21 contains 12101 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 59120 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74385 members 
Mstep: Class 26 contains 11873 members 
Mstep: Class 27 contains 14936 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 13232 members 
Mstep: Class 30 contains 12323 members 
Mstep: Class 31 contains 65130 members 
Mstep: Class 32 contains 85797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916560.000000 Penalty: 65801.953125
Iteration 56Q: 33 clusters Score -1.109166e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 24846 members 
Mstep: Class 3 contains 72006 members 
Mstep: Class 4 contains 117229 members 
Mstep: Class 5 contains 19499 members 
Mstep: Class 6 contains 18975 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 13645 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 125674 members 
Mstep: Class 11 contains 17382 members 
Mstep: Class 12 contains 37457 members 
Mstep: Class 13 contains 6795 members 
Mstep: Class 14 contains 44102 members 
Mstep: Class 15 contains 6371 members 
Mstep: Class 16 contains 18686 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 41939 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 12081 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 59117 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74309 members 
Mstep: Class 26 contains 11913 members 
Mstep: Class 27 contains 14949 members 
Mstep: Class 28 contains 8161 members 
Mstep: Class 29 contains 13214 members 
Mstep: Class 30 contains 12298 members 
Mstep: Class 31 contains 65605 members 
Mstep: Class 32 contains 85579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917048.000000 Penalty: 65801.953125
Iteration 57Q: 33 clusters Score -1.10917e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 24840 members 
Mstep: Class 3 contains 72033 members 
Mstep: Class 4 contains 116577 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 19066 members 
Mstep: Class 7 contains 20511 members 
Mstep: Class 8 contains 13690 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 125555 members 
Mstep: Class 11 contains 17396 members 
Mstep: Class 12 contains 37465 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 44119 members 
Mstep: Class 15 contains 6372 members 
Mstep: Class 16 contains 18687 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 42112 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4639 members 
Mstep: Class 21 contains 12059 members 
Mstep: Class 22 contains 9492 members 
Mstep: Class 23 contains 59110 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74202 members 
Mstep: Class 26 contains 11948 members 
Mstep: Class 27 contains 14977 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 13205 members 
Mstep: Class 30 contains 12266 members 
Mstep: Class 31 contains 66104 members 
Mstep: Class 32 contains 85371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918088.000000 Penalty: 65801.953125
Iteration 58Q: 33 clusters Score -1.109181e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 24840 members 
Mstep: Class 3 contains 72058 members 
Mstep: Class 4 contains 115854 members 
Mstep: Class 5 contains 19536 members 
Mstep: Class 6 contains 19165 members 
Mstep: Class 7 contains 20488 members 
Mstep: Class 8 contains 13729 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 125447 members 
Mstep: Class 11 contains 17406 members 
Mstep: Class 12 contains 37471 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 44137 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 18687 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 42259 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 12039 members 
Mstep: Class 22 contains 9572 members 
Mstep: Class 23 contains 59082 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74120 members 
Mstep: Class 26 contains 11975 members 
Mstep: Class 27 contains 14995 members 
Mstep: Class 28 contains 8148 members 
Mstep: Class 29 contains 13195 members 
Mstep: Class 30 contains 12223 members 
Mstep: Class 31 contains 66657 members 
Mstep: Class 32 contains 85181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918776.000000 Penalty: 65801.953125
Iteration 59Q: 33 clusters Score -1.109188e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 24836 members 
Mstep: Class 3 contains 72088 members 
Mstep: Class 4 contains 115158 members 
Mstep: Class 5 contains 19594 members 
Mstep: Class 6 contains 19250 members 
Mstep: Class 7 contains 20475 members 
Mstep: Class 8 contains 13776 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 125311 members 
Mstep: Class 11 contains 17414 members 
Mstep: Class 12 contains 37464 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 6374 members 
Mstep: Class 16 contains 18683 members 
Mstep: Class 17 contains 7628 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 6886 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 12020 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 23 contains 59071 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 74038 members 
Mstep: Class 26 contains 11994 members 
Mstep: Class 27 contains 15004 members 
Mstep: Class 28 contains 8140 members 
Mstep: Class 29 contains 13185 members 
Mstep: Class 30 contains 12185 members 
Mstep: Class 31 contains 67168 members 
Mstep: Class 32 contains 85011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922728.000000 Penalty: 65801.953125
Iteration 60F: 33 clusters Score -1.109227e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 24782 members 
Mstep: Class 3 contains 71883 members 
Mstep: Class 4 contains 114361 members 
Mstep: Class 5 contains 19651 members 
Mstep: Class 6 contains 19327 members 
Mstep: Class 7 contains 20455 members 
Mstep: Class 8 contains 13815 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 125138 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 37366 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 43762 members 
Mstep: Class 15 contains 6372 members 
Mstep: Class 16 contains 18593 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 42557 members 
Mstep: Class 19 contains 6888 members 
Mstep: Class 20 contains 4878 members 
Mstep: Class 21 contains 11997 members 
Mstep: Class 22 contains 11460 members 
Mstep: Class 23 contains 59042 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73939 members 
Mstep: Class 26 contains 12016 members 
Mstep: Class 27 contains 15011 members 
Mstep: Class 28 contains 7897 members 
Mstep: Class 29 contains 13121 members 
Mstep: Class 30 contains 12163 members 
Mstep: Class 31 contains 67361 members 
Mstep: Class 32 contains 84814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926056.000000 Penalty: 65801.953125
Iteration 61Q: 33 clusters Score -1.109261e+08 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 24762 members 
Mstep: Class 3 contains 71612 members 
Mstep: Class 4 contains 113471 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 19400 members 
Mstep: Class 7 contains 20488 members 
Mstep: Class 8 contains 13856 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124937 members 
Mstep: Class 11 contains 17419 members 
Mstep: Class 12 contains 37289 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 43338 members 
Mstep: Class 15 contains 6385 members 
Mstep: Class 16 contains 18548 members 
Mstep: Class 17 contains 7823 members 
Mstep: Class 18 contains 42731 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 4953 members 
Mstep: Class 21 contains 11973 members 
Mstep: Class 22 contains 13154 members 
Mstep: Class 23 contains 59001 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73848 members 
Mstep: Class 26 contains 12040 members 
Mstep: Class 27 contains 15013 members 
Mstep: Class 28 contains 7743 members 
Mstep: Class 29 contains 13070 members 
Mstep: Class 30 contains 12124 members 
Mstep: Class 31 contains 67635 members 
Mstep: Class 32 contains 84565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928328.000000 Penalty: 65801.953125
Iteration 62Q: 33 clusters Score -1.109283e+08 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 24755 members 
Mstep: Class 3 contains 71363 members 
Mstep: Class 4 contains 112516 members 
Mstep: Class 5 contains 19800 members 
Mstep: Class 6 contains 19477 members 
Mstep: Class 7 contains 20519 members 
Mstep: Class 8 contains 13881 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124789 members 
Mstep: Class 11 contains 17434 members 
Mstep: Class 12 contains 37209 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 43012 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 18530 members 
Mstep: Class 17 contains 7929 members 
Mstep: Class 18 contains 42898 members 
Mstep: Class 19 contains 6893 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 11960 members 
Mstep: Class 22 contains 14691 members 
Mstep: Class 23 contains 58942 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73747 members 
Mstep: Class 26 contains 12064 members 
Mstep: Class 27 contains 15023 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 13047 members 
Mstep: Class 30 contains 12074 members 
Mstep: Class 31 contains 67923 members 
Mstep: Class 32 contains 84284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930616.000000 Penalty: 65801.953125
Iteration 63Q: 33 clusters Score -1.109306e+08 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 24757 members 
Mstep: Class 3 contains 71138 members 
Mstep: Class 4 contains 111505 members 
Mstep: Class 5 contains 19930 members 
Mstep: Class 6 contains 19554 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124738 members 
Mstep: Class 11 contains 17444 members 
Mstep: Class 12 contains 37117 members 
Mstep: Class 13 contains 6734 members 
Mstep: Class 14 contains 42713 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 18527 members 
Mstep: Class 17 contains 8037 members 
Mstep: Class 18 contains 43061 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 5093 members 
Mstep: Class 21 contains 11946 members 
Mstep: Class 22 contains 16011 members 
Mstep: Class 23 contains 58896 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73631 members 
Mstep: Class 26 contains 12090 members 
Mstep: Class 27 contains 15030 members 
Mstep: Class 28 contains 7549 members 
Mstep: Class 29 contains 13030 members 
Mstep: Class 30 contains 12029 members 
Mstep: Class 31 contains 68258 members 
Mstep: Class 32 contains 83955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932072.000000 Penalty: 65801.953125
Iteration 64Q: 33 clusters Score -1.109321e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 24760 members 
Mstep: Class 3 contains 70918 members 
Mstep: Class 4 contains 110430 members 
Mstep: Class 5 contains 20077 members 
Mstep: Class 6 contains 19628 members 
Mstep: Class 7 contains 20583 members 
Mstep: Class 8 contains 13940 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124678 members 
Mstep: Class 11 contains 17441 members 
Mstep: Class 12 contains 37035 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 42473 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 18520 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 43285 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 58802 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73534 members 
Mstep: Class 26 contains 12109 members 
Mstep: Class 27 contains 15041 members 
Mstep: Class 28 contains 7492 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 11975 members 
Mstep: Class 31 contains 68750 members 
Mstep: Class 32 contains 83602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933936.000000 Penalty: 65801.953125
Iteration 65Q: 33 clusters Score -1.109339e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 24767 members 
Mstep: Class 3 contains 70748 members 
Mstep: Class 4 contains 109448 members 
Mstep: Class 5 contains 20232 members 
Mstep: Class 6 contains 19698 members 
Mstep: Class 7 contains 20602 members 
Mstep: Class 8 contains 13968 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124605 members 
Mstep: Class 11 contains 17442 members 
Mstep: Class 12 contains 36983 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 42295 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 18517 members 
Mstep: Class 17 contains 8253 members 
Mstep: Class 18 contains 43511 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 5252 members 
Mstep: Class 21 contains 11932 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 58747 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73407 members 
Mstep: Class 26 contains 12148 members 
Mstep: Class 27 contains 15049 members 
Mstep: Class 28 contains 7448 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 11927 members 
Mstep: Class 31 contains 69182 members 
Mstep: Class 32 contains 83262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935024.000000 Penalty: 65801.953125
Iteration 66Q: 33 clusters Score -1.10935e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 24772 members 
Mstep: Class 3 contains 70599 members 
Mstep: Class 4 contains 108501 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 19791 members 
Mstep: Class 7 contains 20614 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124531 members 
Mstep: Class 11 contains 17459 members 
Mstep: Class 12 contains 36927 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 42179 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 18513 members 
Mstep: Class 17 contains 8363 members 
Mstep: Class 18 contains 43834 members 
Mstep: Class 19 contains 6907 members 
Mstep: Class 20 contains 5351 members 
Mstep: Class 21 contains 11922 members 
Mstep: Class 22 contains 18872 members 
Mstep: Class 23 contains 58682 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73275 members 
Mstep: Class 26 contains 12174 members 
Mstep: Class 27 contains 15047 members 
Mstep: Class 28 contains 7420 members 
Mstep: Class 29 contains 12962 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 69631 members 
Mstep: Class 32 contains 82866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936232.000000 Penalty: 65801.953125
Iteration 67Q: 33 clusters Score -1.109362e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 70434 members 
Mstep: Class 4 contains 107527 members 
Mstep: Class 5 contains 20513 members 
Mstep: Class 6 contains 19863 members 
Mstep: Class 7 contains 20620 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124461 members 
Mstep: Class 11 contains 17483 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 42138 members 
Mstep: Class 15 contains 6540 members 
Mstep: Class 16 contains 18513 members 
Mstep: Class 17 contains 8475 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 5459 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 19565 members 
Mstep: Class 23 contains 58587 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 73104 members 
Mstep: Class 26 contains 12198 members 
Mstep: Class 27 contains 15048 members 
Mstep: Class 28 contains 7397 members 
Mstep: Class 29 contains 12949 members 
Mstep: Class 30 contains 11832 members 
Mstep: Class 31 contains 70170 members 
Mstep: Class 32 contains 82445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110937312.000000 Penalty: 65801.953125
Iteration 68Q: 33 clusters Score -1.109373e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 24780 members 
Mstep: Class 3 contains 70259 members 
Mstep: Class 4 contains 106579 members 
Mstep: Class 5 contains 20667 members 
Mstep: Class 6 contains 19926 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 14043 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124387 members 
Mstep: Class 11 contains 17522 members 
Mstep: Class 12 contains 36832 members 
Mstep: Class 13 contains 6676 members 
Mstep: Class 14 contains 42100 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 8571 members 
Mstep: Class 18 contains 44506 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 20156 members 
Mstep: Class 23 contains 58514 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 72933 members 
Mstep: Class 26 contains 12219 members 
Mstep: Class 27 contains 15048 members 
Mstep: Class 28 contains 7374 members 
Mstep: Class 29 contains 12941 members 
Mstep: Class 30 contains 11798 members 
Mstep: Class 31 contains 70707 members 
Mstep: Class 32 contains 82026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110938792.000000 Penalty: 65801.953125
Iteration 69Q: 33 clusters Score -1.109388e+08 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 24791 members 
Mstep: Class 3 contains 70063 members 
Mstep: Class 4 contains 105656 members 
Mstep: Class 5 contains 20882 members 
Mstep: Class 6 contains 19958 members 
Mstep: Class 7 contains 20644 members 
Mstep: Class 8 contains 14067 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124336 members 
Mstep: Class 11 contains 17559 members 
Mstep: Class 12 contains 36794 members 
Mstep: Class 13 contains 6666 members 
Mstep: Class 14 contains 42077 members 
Mstep: Class 15 contains 6575 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 44863 members 
Mstep: Class 19 contains 6907 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 20662 members 
Mstep: Class 23 contains 58470 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 72733 members 
Mstep: Class 26 contains 12252 members 
Mstep: Class 27 contains 15058 members 
Mstep: Class 28 contains 7351 members 
Mstep: Class 29 contains 12932 members 
Mstep: Class 30 contains 11759 members 
Mstep: Class 31 contains 71298 members 
Mstep: Class 32 contains 81545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110940336.000000 Penalty: 65801.953125
Iteration 70Q: 33 clusters Score -1.109403e+08 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 24799 members 
Mstep: Class 3 contains 69892 members 
Mstep: Class 4 contains 104735 members 
Mstep: Class 5 contains 21032 members 
Mstep: Class 6 contains 20002 members 
Mstep: Class 7 contains 20645 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124279 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 36770 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 18513 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 45244 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 11867 members 
Mstep: Class 22 contains 21061 members 
Mstep: Class 23 contains 58438 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 72501 members 
Mstep: Class 26 contains 12297 members 
Mstep: Class 27 contains 15075 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 12923 members 
Mstep: Class 30 contains 11713 members 
Mstep: Class 31 contains 71919 members 
Mstep: Class 32 contains 81107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110941224.000000 Penalty: 65801.953125
Iteration 71Q: 33 clusters Score -1.109412e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 24808 members 
Mstep: Class 3 contains 69757 members 
Mstep: Class 4 contains 103864 members 
Mstep: Class 5 contains 21249 members 
Mstep: Class 6 contains 20032 members 
Mstep: Class 7 contains 20646 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124220 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 36741 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 42052 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 18517 members 
Mstep: Class 17 contains 8901 members 
Mstep: Class 18 contains 45584 members 
Mstep: Class 19 contains 6918 members 
Mstep: Class 20 contains 5980 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 21400 members 
Mstep: Class 23 contains 58401 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 72297 members 
Mstep: Class 26 contains 12327 members 
Mstep: Class 27 contains 15089 members 
Mstep: Class 28 contains 7309 members 
Mstep: Class 29 contains 12913 members 
Mstep: Class 30 contains 11669 members 
Mstep: Class 31 contains 72554 members 
Mstep: Class 32 contains 80630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110942176.000000 Penalty: 65801.953125
Iteration 72Q: 33 clusters Score -1.109422e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 24819 members 
Mstep: Class 3 contains 69656 members 
Mstep: Class 4 contains 102991 members 
Mstep: Class 5 contains 21454 members 
Mstep: Class 6 contains 20067 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 14167 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124179 members 
Mstep: Class 11 contains 17610 members 
Mstep: Class 12 contains 36719 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42041 members 
Mstep: Class 15 contains 6615 members 
Mstep: Class 16 contains 18518 members 
Mstep: Class 17 contains 9005 members 
Mstep: Class 18 contains 45908 members 
Mstep: Class 19 contains 6913 members 
Mstep: Class 20 contains 6109 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 21652 members 
Mstep: Class 23 contains 58365 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 72101 members 
Mstep: Class 26 contains 12352 members 
Mstep: Class 27 contains 15113 members 
Mstep: Class 28 contains 7294 members 
Mstep: Class 29 contains 12906 members 
Mstep: Class 30 contains 11629 members 
Mstep: Class 31 contains 73269 members 
Mstep: Class 32 contains 80124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110942776.000000 Penalty: 65801.953125
Iteration 73Q: 33 clusters Score -1.109428e+08 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 24831 members 
Mstep: Class 3 contains 69579 members 
Mstep: Class 4 contains 102121 members 
Mstep: Class 5 contains 21637 members 
Mstep: Class 6 contains 20090 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 14206 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124124 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 36702 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 42032 members 
Mstep: Class 15 contains 6623 members 
Mstep: Class 16 contains 18519 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 46201 members 
Mstep: Class 19 contains 6909 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 21880 members 
Mstep: Class 23 contains 58333 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71942 members 
Mstep: Class 26 contains 12394 members 
Mstep: Class 27 contains 15136 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 12905 members 
Mstep: Class 30 contains 11592 members 
Mstep: Class 31 contains 73982 members 
Mstep: Class 32 contains 79616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110943840.000000 Penalty: 65801.953125
Iteration 74Q: 33 clusters Score -1.109438e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 24843 members 
Mstep: Class 3 contains 69522 members 
Mstep: Class 4 contains 101296 members 
Mstep: Class 5 contains 21829 members 
Mstep: Class 6 contains 20111 members 
Mstep: Class 7 contains 20642 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124070 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 36690 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 42025 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 18516 members 
Mstep: Class 17 contains 9241 members 
Mstep: Class 18 contains 46432 members 
Mstep: Class 19 contains 6907 members 
Mstep: Class 20 contains 6367 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 22061 members 
Mstep: Class 23 contains 58294 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71781 members 
Mstep: Class 26 contains 12444 members 
Mstep: Class 27 contains 15154 members 
Mstep: Class 28 contains 7250 members 
Mstep: Class 29 contains 12902 members 
Mstep: Class 30 contains 11554 members 
Mstep: Class 31 contains 74765 members 
Mstep: Class 32 contains 79099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110945024.000000 Penalty: 65801.953125
Iteration 75Q: 33 clusters Score -1.10945e+08 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 24848 members 
Mstep: Class 3 contains 69463 members 
Mstep: Class 4 contains 100476 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 20128 members 
Mstep: Class 7 contains 20639 members 
Mstep: Class 8 contains 14269 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124049 members 
Mstep: Class 11 contains 17624 members 
Mstep: Class 12 contains 36675 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 42015 members 
Mstep: Class 15 contains 6650 members 
Mstep: Class 16 contains 18514 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 11790 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 58267 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71604 members 
Mstep: Class 26 contains 12481 members 
Mstep: Class 27 contains 15158 members 
Mstep: Class 28 contains 7238 members 
Mstep: Class 29 contains 12901 members 
Mstep: Class 30 contains 11511 members 
Mstep: Class 31 contains 75530 members 
Mstep: Class 32 contains 78600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110946128.000000 Penalty: 65801.953125
Iteration 76Q: 33 clusters Score -1.109461e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 24852 members 
Mstep: Class 3 contains 69416 members 
Mstep: Class 4 contains 99673 members 
Mstep: Class 5 contains 22212 members 
Mstep: Class 6 contains 20138 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124037 members 
Mstep: Class 11 contains 17623 members 
Mstep: Class 12 contains 36665 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 42007 members 
Mstep: Class 15 contains 6660 members 
Mstep: Class 16 contains 18515 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 46824 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 11776 members 
Mstep: Class 22 contains 22353 members 
Mstep: Class 23 contains 58272 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71441 members 
Mstep: Class 26 contains 12523 members 
Mstep: Class 27 contains 15162 members 
Mstep: Class 28 contains 7231 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 11467 members 
Mstep: Class 31 contains 76302 members 
Mstep: Class 32 contains 78100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110947048.000000 Penalty: 65801.953125
Iteration 77Q: 33 clusters Score -1.10947e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 24855 members 
Mstep: Class 3 contains 69384 members 
Mstep: Class 4 contains 98929 members 
Mstep: Class 5 contains 22443 members 
Mstep: Class 6 contains 20138 members 
Mstep: Class 7 contains 20655 members 
Mstep: Class 8 contains 14342 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 124003 members 
Mstep: Class 11 contains 17642 members 
Mstep: Class 12 contains 36656 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 42000 members 
Mstep: Class 15 contains 6670 members 
Mstep: Class 16 contains 18514 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 46973 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 11757 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 58240 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71284 members 
Mstep: Class 26 contains 12561 members 
Mstep: Class 27 contains 15168 members 
Mstep: Class 28 contains 7220 members 
Mstep: Class 29 contains 12891 members 
Mstep: Class 30 contains 11430 members 
Mstep: Class 31 contains 77043 members 
Mstep: Class 32 contains 77606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110947752.000000 Penalty: 65801.953125
Iteration 78Q: 33 clusters Score -1.109478e+08 nChanged 3689
Entering ConstructFrom: 
Score: -110947752.000000 Penalty: 65801.953125
Entering ConstructFrom: 
Trying to split cluster 1 (29842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Entering Unmasked Estep 
Score: -3351735.500000 Penalty: 1533.186401
	Iteration 0F: 2 clusters Score -3351736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3332275.000000 Penalty: 3066.372803
	Iteration 0F: 3 clusters Score -3332275 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3339715.750000 Penalty: 3066.372803
	Iteration 1F: 3 clusters Score -3339716 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3340214.250000 Penalty: 3066.372803
	Iteration 2Q: 3 clusters Score -3340214 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3340764.000000 Penalty: 3066.372803
	Iteration 3Q: 3 clusters Score -3340764 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3341356.500000 Penalty: 3066.372803
	Iteration 4Q: 3 clusters Score -3341356 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3342100.750000 Penalty: 3066.372803
	Iteration 5Q: 3 clusters Score -3342101 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3343124.500000 Penalty: 3066.372803
	Iteration 6F: 3 clusters Score -3343124 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3344341.000000 Penalty: 3066.372803
	Iteration 7F: 3 clusters Score -3344341 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3345486.000000 Penalty: 3066.372803
	Iteration 8F: 3 clusters Score -3345486 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3346518.000000 Penalty: 3066.372803
	Iteration 9F: 3 clusters Score -3346518 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3347325.500000 Penalty: 3066.372803
	Iteration 10Q: 3 clusters Score -3347326 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3347908.750000 Penalty: 3066.372803
	Iteration 11Q: 3 clusters Score -3347909 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3348276.750000 Penalty: 3066.372803
	Iteration 12Q: 3 clusters Score -3348277 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3348490.250000 Penalty: 3066.372803
	Iteration 13Q: 3 clusters Score -3348490 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3348625.750000 Penalty: 3066.372803
	Iteration 14Q: 3 clusters Score -3348626 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3348721.000000 Penalty: 3066.372803
	Iteration 15Q: 3 clusters Score -3348721 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3348787.750000 Penalty: 3066.372803
	Iteration 16Q: 3 clusters Score -3348788 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3348832.500000 Penalty: 3066.372803
	Iteration 17Q: 3 clusters Score -3348832 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3348854.500000 Penalty: 3066.372803
	Iteration 18Q: 3 clusters Score -3348854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3348883.250000 Penalty: 3066.372803
	Iteration 19Q: 3 clusters Score -3348883 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3348906.500000 Penalty: 3066.372803
	Iteration 20F: 3 clusters Score -3348906 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3348945.500000 Penalty: 3066.372803
	Iteration 21Q: 3 clusters Score -3348946 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3348971.250000 Penalty: 3066.372803
	Iteration 22Q: 3 clusters Score -3348971 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3348981.750000 Penalty: 3066.372803
	Iteration 23Q: 3 clusters Score -3348982 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3349003.000000 Penalty: 3066.372803
	Iteration 24Q: 3 clusters Score -3349003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3349019.750000 Penalty: 3066.372803
	Iteration 25Q: 3 clusters Score -3349020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3349047.750000 Penalty: 3066.372803
	Iteration 26Q: 3 clusters Score -3349048 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3349073.750000 Penalty: 3066.372803
	Iteration 27Q: 3 clusters Score -3349074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3349085.750000 Penalty: 3066.372803
	Iteration 28Q: 3 clusters Score -3349086 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3349100.250000 Penalty: 3066.372803
	Iteration 29Q: 3 clusters Score -3349100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3349126.000000 Penalty: 3066.372803
	Iteration 30Q: 3 clusters Score -3349126 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3349149.750000 Penalty: 3066.372803
	Iteration 31Q: 3 clusters Score -3349150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3349159.750000 Penalty: 3066.372803
	Iteration 32Q: 3 clusters Score -3349160 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3349196.250000 Penalty: 3066.372803
	Iteration 33Q: 3 clusters Score -3349196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3349213.000000 Penalty: 3066.372803
	Iteration 34Q: 3 clusters Score -3349213 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3349247.750000 Penalty: 3066.372803
	Iteration 35Q: 3 clusters Score -3349248 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3349273.000000 Penalty: 3066.372803
	Iteration 36Q: 3 clusters Score -3349273 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3349323.750000 Penalty: 3066.372803
	Iteration 37Q: 3 clusters Score -3349324 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3349368.500000 Penalty: 3066.372803
	Iteration 38Q: 3 clusters Score -3349368 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3349417.000000 Penalty: 3066.372803
	Iteration 39Q: 3 clusters Score -3349417 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3349475.250000 Penalty: 3066.372803
	Iteration 40F: 3 clusters Score -3349475 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3349572.250000 Penalty: 3066.372803
	Iteration 41Q: 3 clusters Score -3349572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3349692.500000 Penalty: 3066.372803
	Iteration 42Q: 3 clusters Score -3349692 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3349789.000000 Penalty: 3066.372803
	Iteration 43Q: 3 clusters Score -3349789 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3349898.750000 Penalty: 3066.372803
	Iteration 44Q: 3 clusters Score -3349899 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3350043.250000 Penalty: 3066.372803
	Iteration 45Q: 3 clusters Score -3350043 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3350188.500000 Penalty: 3066.372803
	Iteration 46Q: 3 clusters Score -3350188 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3350384.750000 Penalty: 3066.372803
	Iteration 47Q: 3 clusters Score -3350385 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3350597.500000 Penalty: 3066.372803
	Iteration 48Q: 3 clusters Score -3350598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3350838.000000 Penalty: 3066.372803
	Iteration 49Q: 3 clusters Score -3350838 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3351069.750000 Penalty: 3066.372803
	Iteration 50Q: 3 clusters Score -3351070 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3351288.000000 Penalty: 3066.372803
	Iteration 51Q: 3 clusters Score -3351288 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3351496.500000 Penalty: 3066.372803
	Iteration 52Q: 3 clusters Score -3351496 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3351672.250000 Penalty: 3066.372803
	Iteration 53Q: 3 clusters Score -3351672 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3351822.250000 Penalty: 3066.372803
	Iteration 54Q: 3 clusters Score -3351822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3351925.500000 Penalty: 3066.372803
	Iteration 55Q: 3 clusters Score -3351926 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3351992.500000 Penalty: 3066.372803
	Iteration 56Q: 3 clusters Score -3351992 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3352012.250000 Penalty: 3066.372803
	Iteration 57Q: 3 clusters Score -3352012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3352049.500000 Penalty: 3066.372803
	Iteration 58Q: 3 clusters Score -3352050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3352063.250000 Penalty: 3066.372803
	Iteration 59Q: 3 clusters Score -3352063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3352078.750000 Penalty: 3066.372803
	Iteration 60F: 3 clusters Score -3352079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3352093.750000 Penalty: 3066.372803
	Iteration 61Q: 3 clusters Score -3352094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3352095.500000 Penalty: 3066.372803
	Iteration 62Q: 3 clusters Score -3352096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3352114.250000 Penalty: 3066.372803
	Iteration 63Q: 3 clusters Score -3352114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3352116.500000 Penalty: 3066.372803
	Iteration 64Q: 3 clusters Score -3352116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3352112.250000 Penalty: 3066.372803
	Iteration 65Q: 3 clusters Score -3352112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3352118.500000 Penalty: 3066.372803
	Iteration 66Q: 3 clusters Score -3352118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3352116.250000 Penalty: 3066.372803
	Iteration 67Q: 3 clusters Score -3352116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3352114.750000 Penalty: 3066.372803
	Iteration 68Q: 3 clusters Score -3352115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3352114.250000 Penalty: 3066.372803
	Iteration 69Q: 3 clusters Score -3352114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3352115.750000 Penalty: 3066.372803
	Iteration 70Q: 3 clusters Score -3352116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3352118.500000 Penalty: 3066.372803
	Iteration 71Q: 3 clusters Score -3352118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3352116.500000 Penalty: 3066.372803
	Iteration 72Q: 3 clusters Score -3352116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3352120.500000 Penalty: 3066.372803
	Iteration 73Q: 3 clusters Score -3352120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3352121.750000 Penalty: 3066.372803
	Iteration 74Q: 3 clusters Score -3352122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3352120.500000 Penalty: 3066.372803
	Iteration 75Q: 3 clusters Score -3352120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3352123.250000 Penalty: 3066.372803
	Iteration 76Q: 3 clusters Score -3352123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3352115.750000 Penalty: 3066.372803
	Iteration 77Q: 3 clusters Score -3352116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3352117.500000 Penalty: 3066.372803
	Iteration 78Q: 3 clusters Score -3352118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3352122.000000 Penalty: 3066.372803
	Iteration 79Q: 3 clusters Score -3352122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3352126.250000 Penalty: 3066.372803
	Iteration 80F: 3 clusters Score -3352126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3352124.250000 Penalty: 3066.372803
	Iteration 81Q: 3 clusters Score -3352124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3352127.250000 Penalty: 3066.372803
	Iteration 82Q: 3 clusters Score -3352127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3352124.250000 Penalty: 3066.372803
	Iteration 83Q: 3 clusters Score -3352124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3352123.750000 Penalty: 3066.372803
	Iteration 84Q: 3 clusters Score -3352124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3352122.750000 Penalty: 3066.372803
	Iteration 85Q: 3 clusters Score -3352123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3352121.000000 Penalty: 3066.372803
	Iteration 86Q: 3 clusters Score -3352121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3352124.750000 Penalty: 3066.372803
	Iteration 87Q: 3 clusters Score -3352125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3352127.250000 Penalty: 3066.372803
	Iteration 88Q: 3 clusters Score -3352127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3352131.500000 Penalty: 3066.372803
	Iteration 89Q: 3 clusters Score -3352132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3352131.000000 Penalty: 3066.372803
	Iteration 90Q: 3 clusters Score -3352131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3352131.000000 Penalty: 3066.372803
	Iteration 91F: 3 clusters Score -3352131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 69357 members 
Mstep: Class 4 contains 98222 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 123936 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Entering Unmasked Estep 
Score: -110948128.000000 Penalty: 67858.273438
Splitting cluster 1 changes total score from -110947752.000000 to -110948128.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (24854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Entering Unmasked Estep 
Score: -2924523.250000 Penalty: 1505.971191
	Iteration 0F: 2 clusters Score -2924523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2908400.500000 Penalty: 3011.942383
	Iteration 0F: 3 clusters Score -2908400 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2914244.500000 Penalty: 3011.942383
	Iteration 1F: 3 clusters Score -2914244 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2914652.500000 Penalty: 3011.942383
	Iteration 2F: 3 clusters Score -2914652 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2915026.750000 Penalty: 3011.942383
	Iteration 3Q: 3 clusters Score -2915027 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2915368.750000 Penalty: 3011.942383
	Iteration 4Q: 3 clusters Score -2915369 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2915764.750000 Penalty: 3011.942383
	Iteration 5Q: 3 clusters Score -2915765 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2916322.750000 Penalty: 3011.942383
	Iteration 6Q: 3 clusters Score -2916323 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2917087.250000 Penalty: 3011.942383
	Iteration 7F: 3 clusters Score -2917087 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2918075.500000 Penalty: 3011.942383
	Iteration 8F: 3 clusters Score -2918076 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2919196.250000 Penalty: 3011.942383
	Iteration 9F: 3 clusters Score -2919196 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2920224.750000 Penalty: 3011.942383
	Iteration 10F: 3 clusters Score -2920225 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2921104.500000 Penalty: 3011.942383
	Iteration 11Q: 3 clusters Score -2921104 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2921833.500000 Penalty: 3011.942383
	Iteration 12Q: 3 clusters Score -2921834 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2922342.750000 Penalty: 3011.942383
	Iteration 13Q: 3 clusters Score -2922343 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2922731.000000 Penalty: 3011.942383
	Iteration 14Q: 3 clusters Score -2922731 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2922967.750000 Penalty: 3011.942383
	Iteration 15Q: 3 clusters Score -2922968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2923097.750000 Penalty: 3011.942383
	Iteration 16Q: 3 clusters Score -2923098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2923170.500000 Penalty: 3011.942383
	Iteration 17Q: 3 clusters Score -2923170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2923218.500000 Penalty: 3011.942383
	Iteration 18Q: 3 clusters Score -2923218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2923261.250000 Penalty: 3011.942383
	Iteration 19Q: 3 clusters Score -2923261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2923292.750000 Penalty: 3011.942383
	Iteration 20F: 3 clusters Score -2923293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2923304.750000 Penalty: 3011.942383
	Iteration 21Q: 3 clusters Score -2923305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2923312.500000 Penalty: 3011.942383
	Iteration 22Q: 3 clusters Score -2923312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2923319.500000 Penalty: 3011.942383
	Iteration 23Q: 3 clusters Score -2923320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2923333.500000 Penalty: 3011.942383
	Iteration 24Q: 3 clusters Score -2923334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2923347.500000 Penalty: 3011.942383
	Iteration 25Q: 3 clusters Score -2923348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2923351.250000 Penalty: 3011.942383
	Iteration 26Q: 3 clusters Score -2923351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2923351.250000 Penalty: 3011.942383
	Iteration 27Q: 3 clusters Score -2923351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2923353.750000 Penalty: 3011.942383
	Iteration 28Q: 3 clusters Score -2923354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2923355.250000 Penalty: 3011.942383
	Iteration 29Q: 3 clusters Score -2923355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2923355.500000 Penalty: 3011.942383
	Iteration 30Q: 3 clusters Score -2923356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2923357.750000 Penalty: 3011.942383
	Iteration 31Q: 3 clusters Score -2923358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2923357.750000 Penalty: 3011.942383
	Iteration 32F: 3 clusters Score -2923358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Entering Unmasked Estep 
Score: -8102248.000000 Penalty: 1658.677002
	Iteration 0F: 2 clusters Score -8102248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -8057405.500000 Penalty: 3317.354004
	Iteration 0F: 3 clusters Score -8057406 nChanged 32481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -8075336.500000 Penalty: 3317.354004
	Iteration 1F: 3 clusters Score -8075336 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -8075985.500000 Penalty: 3317.354004
	Iteration 2Q: 3 clusters Score -8075986 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -8076621.000000 Penalty: 3317.354004
	Iteration 3Q: 3 clusters Score -8076621 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -8077405.500000 Penalty: 3317.354004
	Iteration 4Q: 3 clusters Score -8077406 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -8078650.500000 Penalty: 3317.354004
	Iteration 5Q: 3 clusters Score -8078650 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -8080385.000000 Penalty: 3317.354004
	Iteration 6Q: 3 clusters Score -8080385 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -8083239.000000 Penalty: 3317.354004
	Iteration 7F: 3 clusters Score -8083239 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8087499.000000 Penalty: 3317.354004
	Iteration 8F: 3 clusters Score -8087499 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -8092541.000000 Penalty: 3317.354004
	Iteration 9F: 3 clusters Score -8092541 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8096666.500000 Penalty: 3317.354004
	Iteration 10F: 3 clusters Score -8096666 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8099107.500000 Penalty: 3317.354004
	Iteration 11Q: 3 clusters Score -8099108 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8100401.500000 Penalty: 3317.354004
	Iteration 12Q: 3 clusters Score -8100402 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8100966.500000 Penalty: 3317.354004
	Iteration 13Q: 3 clusters Score -8100966 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8101205.500000 Penalty: 3317.354004
	Iteration 14Q: 3 clusters Score -8101206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8101328.500000 Penalty: 3317.354004
	Iteration 15Q: 3 clusters Score -8101328 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8101433.500000 Penalty: 3317.354004
	Iteration 16Q: 3 clusters Score -8101434 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8101522.000000 Penalty: 3317.354004
	Iteration 17Q: 3 clusters Score -8101522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8101574.000000 Penalty: 3317.354004
	Iteration 18Q: 3 clusters Score -8101574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8101632.500000 Penalty: 3317.354004
	Iteration 19Q: 3 clusters Score -8101632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8101691.000000 Penalty: 3317.354004
	Iteration 20F: 3 clusters Score -8101691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8101748.500000 Penalty: 3317.354004
	Iteration 21Q: 3 clusters Score -8101748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8101806.500000 Penalty: 3317.354004
	Iteration 22Q: 3 clusters Score -8101806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8101875.500000 Penalty: 3317.354004
	Iteration 23Q: 3 clusters Score -8101876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8101912.500000 Penalty: 3317.354004
	Iteration 24Q: 3 clusters Score -8101912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8101976.500000 Penalty: 3317.354004
	Iteration 25Q: 3 clusters Score -8101976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8102058.500000 Penalty: 3317.354004
	Iteration 26Q: 3 clusters Score -8102058 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8102109.500000 Penalty: 3317.354004
	Iteration 27Q: 3 clusters Score -8102110 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8102175.500000 Penalty: 3317.354004
	Iteration 28Q: 3 clusters Score -8102176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8102255.000000 Penalty: 3317.354004
	Iteration 29Q: 3 clusters Score -8102255 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8102344.500000 Penalty: 3317.354004
	Iteration 30Q: 3 clusters Score -8102344 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8102417.500000 Penalty: 3317.354004
	Iteration 31Q: 3 clusters Score -8102418 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8102486.000000 Penalty: 3317.354004
	Iteration 32Q: 3 clusters Score -8102486 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8102529.500000 Penalty: 3317.354004
	Iteration 33Q: 3 clusters Score -8102530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8102587.500000 Penalty: 3317.354004
	Iteration 34Q: 3 clusters Score -8102588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8102628.500000 Penalty: 3317.354004
	Iteration 35Q: 3 clusters Score -8102628 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8102648.000000 Penalty: 3317.354004
	Iteration 36Q: 3 clusters Score -8102648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8102668.500000 Penalty: 3317.354004
	Iteration 37Q: 3 clusters Score -8102668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8102716.000000 Penalty: 3317.354004
	Iteration 38Q: 3 clusters Score -8102716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8102731.000000 Penalty: 3317.354004
	Iteration 39Q: 3 clusters Score -8102731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8102804.500000 Penalty: 3317.354004
	Iteration 40F: 3 clusters Score -8102804 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8102873.000000 Penalty: 3317.354004
	Iteration 41Q: 3 clusters Score -8102873 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8102917.500000 Penalty: 3317.354004
	Iteration 42Q: 3 clusters Score -8102918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8102965.500000 Penalty: 3317.354004
	Iteration 43Q: 3 clusters Score -8102966 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8103032.000000 Penalty: 3317.354004
	Iteration 44Q: 3 clusters Score -8103032 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8103069.000000 Penalty: 3317.354004
	Iteration 45Q: 3 clusters Score -8103069 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8103095.000000 Penalty: 3317.354004
	Iteration 46Q: 3 clusters Score -8103095 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8103132.000000 Penalty: 3317.354004
	Iteration 47Q: 3 clusters Score -8103132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8103174.500000 Penalty: 3317.354004
	Iteration 48Q: 3 clusters Score -8103174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -8103214.000000 Penalty: 3317.354004
	Iteration 49Q: 3 clusters Score -8103214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8103248.000000 Penalty: 3317.354004
	Iteration 50Q: 3 clusters Score -8103248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8103258.000000 Penalty: 3317.354004
	Iteration 51Q: 3 clusters Score -8103258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8103268.000000 Penalty: 3317.354004
	Iteration 52Q: 3 clusters Score -8103268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8103296.000000 Penalty: 3317.354004
	Iteration 53Q: 3 clusters Score -8103296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -8103323.000000 Penalty: 3317.354004
	Iteration 54Q: 3 clusters Score -8103323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -8103343.500000 Penalty: 3317.354004
	Iteration 55Q: 3 clusters Score -8103344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8103355.500000 Penalty: 3317.354004
	Iteration 56Q: 3 clusters Score -8103356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -8103381.500000 Penalty: 3317.354004
	Iteration 57Q: 3 clusters Score -8103382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -8103408.000000 Penalty: 3317.354004
	Iteration 58Q: 3 clusters Score -8103408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -8103428.000000 Penalty: 3317.354004
	Iteration 59Q: 3 clusters Score -8103428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8103450.500000 Penalty: 3317.354004
	Iteration 60F: 3 clusters Score -8103450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8103450.000000 Penalty: 3317.354004
	Iteration 61Q: 3 clusters Score -8103450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -8103452.000000 Penalty: 3317.354004
	Iteration 62Q: 3 clusters Score -8103452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -8103458.000000 Penalty: 3317.354004
	Iteration 63Q: 3 clusters Score -8103458 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -8103484.000000 Penalty: 3317.354004
	Iteration 64Q: 3 clusters Score -8103484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -8103506.500000 Penalty: 3317.354004
	Iteration 65Q: 3 clusters Score -8103506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -8103495.500000 Penalty: 3317.354004
	Iteration 66Q: 3 clusters Score -8103496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8103521.000000 Penalty: 3317.354004
	Iteration 67Q: 3 clusters Score -8103521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -8103524.000000 Penalty: 3317.354004
	Iteration 68Q: 3 clusters Score -8103524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8103531.000000 Penalty: 3317.354004
	Iteration 69Q: 3 clusters Score -8103531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -8103543.500000 Penalty: 3317.354004
	Iteration 70Q: 3 clusters Score -8103544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -8103532.500000 Penalty: 3317.354004
	Iteration 71Q: 3 clusters Score -8103532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -8103554.500000 Penalty: 3317.354004
	Iteration 72Q: 3 clusters Score -8103554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8103555.000000 Penalty: 3317.354004
	Iteration 73Q: 3 clusters Score -8103555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -8103557.000000 Penalty: 3317.354004
	Iteration 74Q: 3 clusters Score -8103557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8103561.500000 Penalty: 3317.354004
	Iteration 75Q: 3 clusters Score -8103562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8103568.500000 Penalty: 3317.354004
	Iteration 76Q: 3 clusters Score -8103568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8103569.500000 Penalty: 3317.354004
	Iteration 77Q: 3 clusters Score -8103570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -8103568.500000 Penalty: 3317.354004
	Iteration 78Q: 3 clusters Score -8103568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8103602.500000 Penalty: 3317.354004
	Iteration 79Q: 3 clusters Score -8103602 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8103612.000000 Penalty: 3317.354004
	Iteration 80F: 3 clusters Score -8103612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -8103620.000000 Penalty: 3317.354004
	Iteration 81Q: 3 clusters Score -8103620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -8103642.500000 Penalty: 3317.354004
	Iteration 82Q: 3 clusters Score -8103642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8103653.000000 Penalty: 3317.354004
	Iteration 83Q: 3 clusters Score -8103653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -8103670.000000 Penalty: 3317.354004
	Iteration 84Q: 3 clusters Score -8103670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -8103715.000000 Penalty: 3317.354004
	Iteration 85Q: 3 clusters Score -8103715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8103717.000000 Penalty: 3317.354004
	Iteration 86Q: 3 clusters Score -8103717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -8103719.500000 Penalty: 3317.354004
	Iteration 87Q: 3 clusters Score -8103720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -8103735.000000 Penalty: 3317.354004
	Iteration 88Q: 3 clusters Score -8103735 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -8103723.000000 Penalty: 3317.354004
	Iteration 89Q: 3 clusters Score -8103723 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -8103744.000000 Penalty: 3317.354004
	Iteration 90Q: 3 clusters Score -8103744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -8103783.500000 Penalty: 3317.354004
	Iteration 91Q: 3 clusters Score -8103784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -8103798.500000 Penalty: 3317.354004
	Iteration 92Q: 3 clusters Score -8103798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -8103794.000000 Penalty: 3317.354004
	Iteration 93Q: 3 clusters Score -8103794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -8103815.500000 Penalty: 3317.354004
	Iteration 94Q: 3 clusters Score -8103816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -8103837.000000 Penalty: 3317.354004
	Iteration 95Q: 3 clusters Score -8103837 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -8103877.500000 Penalty: 3317.354004
	Iteration 96Q: 3 clusters Score -8103878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -8103870.500000 Penalty: 3317.354004
	Iteration 97Q: 3 clusters Score -8103870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -8103917.000000 Penalty: 3317.354004
	Iteration 98Q: 3 clusters Score -8103917 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8103940.000000 Penalty: 3317.354004
	Iteration 99Q: 3 clusters Score -8103940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8103965.500000 Penalty: 3317.354004
	Iteration 100F: 3 clusters Score -8103966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -8104023.500000 Penalty: 3317.354004
	Iteration 101Q: 3 clusters Score -8104024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -8104065.500000 Penalty: 3317.354004
	Iteration 102Q: 3 clusters Score -8104066 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -8104078.000000 Penalty: 3317.354004
	Iteration 103Q: 3 clusters Score -8104078 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -8104118.500000 Penalty: 3317.354004
	Iteration 104Q: 3 clusters Score -8104118 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -8104133.000000 Penalty: 3317.354004
	Iteration 105Q: 3 clusters Score -8104133 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -8104151.000000 Penalty: 3317.354004
	Iteration 106Q: 3 clusters Score -8104151 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -8104179.500000 Penalty: 3317.354004
	Iteration 107Q: 3 clusters Score -8104180 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -8104217.000000 Penalty: 3317.354004
	Iteration 108Q: 3 clusters Score -8104217 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -8104237.500000 Penalty: 3317.354004
	Iteration 109Q: 3 clusters Score -8104238 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -8104292.500000 Penalty: 3317.354004
	Iteration 110Q: 3 clusters Score -8104292 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -8104347.000000 Penalty: 3317.354004
	Iteration 111Q: 3 clusters Score -8104347 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -8104432.000000 Penalty: 3317.354004
	Iteration 112Q: 3 clusters Score -8104432 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -8104513.000000 Penalty: 3317.354004
	Iteration 113Q: 3 clusters Score -8104513 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8104608.500000 Penalty: 3317.354004
	Iteration 114Q: 3 clusters Score -8104608 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -8104702.000000 Penalty: 3317.354004
	Iteration 115Q: 3 clusters Score -8104702 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -8104819.000000 Penalty: 3317.354004
	Iteration 116Q: 3 clusters Score -8104819 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -8104945.000000 Penalty: 3317.354004
	Iteration 117Q: 3 clusters Score -8104945 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -8105094.500000 Penalty: 3317.354004
	Iteration 118Q: 3 clusters Score -8105094 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -8105327.000000 Penalty: 3317.354004
	Iteration 119Q: 3 clusters Score -8105327 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -8105566.500000 Penalty: 3317.354004
	Iteration 120F: 3 clusters Score -8105566 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -8105849.500000 Penalty: 3317.354004
	Iteration 121Q: 3 clusters Score -8105850 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -8106267.500000 Penalty: 3317.354004
	Iteration 122Q: 3 clusters Score -8106268 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -8106795.500000 Penalty: 3317.354004
	Iteration 123Q: 3 clusters Score -8106796 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8107529.000000 Penalty: 3317.354004
	Iteration 124Q: 3 clusters Score -8107529 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8108482.000000 Penalty: 3317.354004
	Iteration 125Q: 3 clusters Score -8108482 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8109901.500000 Penalty: 3317.354004
	Iteration 126Q: 3 clusters Score -8109902 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -8111868.000000 Penalty: 3317.354004
	Iteration 127Q: 3 clusters Score -8111868 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -8114498.500000 Penalty: 3317.354004
	Iteration 128Q: 3 clusters Score -8114498 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -8117659.000000 Penalty: 3317.354004
	Iteration 129Q: 3 clusters Score -8117659 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8121298.000000 Penalty: 3317.354004
	Iteration 130Q: 3 clusters Score -8121298 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -8124416.000000 Penalty: 3317.354004
	Iteration 131Q: 3 clusters Score -8124416 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -8127159.500000 Penalty: 3317.354004
	Iteration 132Q: 3 clusters Score -8127160 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8129850.000000 Penalty: 3317.354004
	Iteration 133Q: 3 clusters Score -8129850 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -8132855.000000 Penalty: 3317.354004
	Iteration 134Q: 3 clusters Score -8132855 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -8135651.000000 Penalty: 3317.354004
	Iteration 135Q: 3 clusters Score -8135651 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8137712.500000 Penalty: 3317.354004
	Iteration 136Q: 3 clusters Score -8137712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8138569.000000 Penalty: 3317.354004
	Iteration 137Q: 3 clusters Score -8138569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8138759.000000 Penalty: 3317.354004
	Iteration 138Q: 3 clusters Score -8138759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -8138793.500000 Penalty: 3317.354004
	Iteration 139Q: 3 clusters Score -8138794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8139169.000000 Penalty: 3317.354004
	Iteration 140F: 3 clusters Score -8139169 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8139322.000000 Penalty: 3317.354004
	Iteration 141Q: 3 clusters Score -8139322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8139331.000000 Penalty: 3317.354004
	Iteration 142Q: 3 clusters Score -8139331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8139331.000000 Penalty: 3317.354004
	Iteration 143Q: 3 clusters Score -8139331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8139332.000000 Penalty: 3317.354004
	Iteration 144Q: 3 clusters Score -8139332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8139331.000000 Penalty: 3317.354004
	Iteration 145Q: 3 clusters Score -8139331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8139331.000000 Penalty: 3317.354004
	Iteration 146F: 3 clusters Score -8139331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 98222 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 123936 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Entering Unmasked Estep 
Score: -110983208.000000 Penalty: 69914.578125
Splitting cluster 3 changes total score from -110947752.000000 to -110983208.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 4 (98222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Entering Unmasked Estep 
Score: -11351001.000000 Penalty: 1710.453857
	Iteration 0F: 2 clusters Score -1.1351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -11289633.000000 Penalty: 3420.907715
	Iteration 0F: 3 clusters Score -1.128963e+07 nChanged 46385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -11316528.000000 Penalty: 3420.907715
	Iteration 1F: 3 clusters Score -1.131653e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -11318030.000000 Penalty: 3420.907715
	Iteration 2Q: 3 clusters Score -1.131803e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -11319982.000000 Penalty: 3420.907715
	Iteration 3Q: 3 clusters Score -1.131998e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -11322750.000000 Penalty: 3420.907715
	Iteration 4F: 3 clusters Score -1.132275e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -11326361.000000 Penalty: 3420.907715
	Iteration 5F: 3 clusters Score -1.132636e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -11330839.000000 Penalty: 3420.907715
	Iteration 6F: 3 clusters Score -1.133084e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -11335730.000000 Penalty: 3420.907715
	Iteration 7F: 3 clusters Score -1.133573e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -11339900.000000 Penalty: 3420.907715
	Iteration 8F: 3 clusters Score -1.13399e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -11342474.000000 Penalty: 3420.907715
	Iteration 9Q: 3 clusters Score -1.134247e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -11343867.000000 Penalty: 3420.907715
	Iteration 10Q: 3 clusters Score -1.134387e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -11344452.000000 Penalty: 3420.907715
	Iteration 11Q: 3 clusters Score -1.134445e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -11344853.000000 Penalty: 3420.907715
	Iteration 12Q: 3 clusters Score -1.134485e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -11345104.000000 Penalty: 3420.907715
	Iteration 13Q: 3 clusters Score -1.13451e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -11345296.000000 Penalty: 3420.907715
	Iteration 14Q: 3 clusters Score -1.13453e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -11345549.000000 Penalty: 3420.907715
	Iteration 15Q: 3 clusters Score -1.134555e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -11345746.000000 Penalty: 3420.907715
	Iteration 16Q: 3 clusters Score -1.134575e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -11345890.000000 Penalty: 3420.907715
	Iteration 17Q: 3 clusters Score -1.134589e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -11346056.000000 Penalty: 3420.907715
	Iteration 18Q: 3 clusters Score -1.134606e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -11346252.000000 Penalty: 3420.907715
	Iteration 19Q: 3 clusters Score -1.134625e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -11346471.000000 Penalty: 3420.907715
	Iteration 20F: 3 clusters Score -1.134647e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -11346744.000000 Penalty: 3420.907715
	Iteration 21Q: 3 clusters Score -1.134674e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -11346995.000000 Penalty: 3420.907715
	Iteration 22Q: 3 clusters Score -1.1347e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -11347263.000000 Penalty: 3420.907715
	Iteration 23Q: 3 clusters Score -1.134726e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -11347475.000000 Penalty: 3420.907715
	Iteration 24Q: 3 clusters Score -1.134748e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -11347720.000000 Penalty: 3420.907715
	Iteration 25Q: 3 clusters Score -1.134772e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -11347980.000000 Penalty: 3420.907715
	Iteration 26Q: 3 clusters Score -1.134798e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -11348205.000000 Penalty: 3420.907715
	Iteration 27Q: 3 clusters Score -1.13482e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -11348527.000000 Penalty: 3420.907715
	Iteration 28Q: 3 clusters Score -1.134853e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -11348836.000000 Penalty: 3420.907715
	Iteration 29Q: 3 clusters Score -1.134884e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -11349155.000000 Penalty: 3420.907715
	Iteration 30Q: 3 clusters Score -1.134916e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -11349444.000000 Penalty: 3420.907715
	Iteration 31Q: 3 clusters Score -1.134944e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -11349800.000000 Penalty: 3420.907715
	Iteration 32Q: 3 clusters Score -1.13498e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -11350055.000000 Penalty: 3420.907715
	Iteration 33Q: 3 clusters Score -1.135006e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -11350318.000000 Penalty: 3420.907715
	Iteration 34Q: 3 clusters Score -1.135032e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -11350677.000000 Penalty: 3420.907715
	Iteration 35Q: 3 clusters Score -1.135068e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -11350923.000000 Penalty: 3420.907715
	Iteration 36Q: 3 clusters Score -1.135092e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -11351108.000000 Penalty: 3420.907715
	Iteration 37Q: 3 clusters Score -1.135111e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -11351280.000000 Penalty: 3420.907715
	Iteration 38Q: 3 clusters Score -1.135128e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -11351440.000000 Penalty: 3420.907715
	Iteration 39Q: 3 clusters Score -1.135144e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -11351561.000000 Penalty: 3420.907715
	Iteration 40F: 3 clusters Score -1.135156e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -11351689.000000 Penalty: 3420.907715
	Iteration 41Q: 3 clusters Score -1.135169e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -11351754.000000 Penalty: 3420.907715
	Iteration 42Q: 3 clusters Score -1.135175e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -11351752.000000 Penalty: 3420.907715
	Iteration 43Q: 3 clusters Score -1.135175e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -11351823.000000 Penalty: 3420.907715
	Iteration 44Q: 3 clusters Score -1.135182e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -11351888.000000 Penalty: 3420.907715
	Iteration 45Q: 3 clusters Score -1.135189e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -11351888.000000 Penalty: 3420.907715
	Iteration 46Q: 3 clusters Score -1.135189e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -11351932.000000 Penalty: 3420.907715
	Iteration 47Q: 3 clusters Score -1.135193e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -11351940.000000 Penalty: 3420.907715
	Iteration 48Q: 3 clusters Score -1.135194e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -11351958.000000 Penalty: 3420.907715
	Iteration 49Q: 3 clusters Score -1.135196e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -11351936.000000 Penalty: 3420.907715
	Iteration 50Q: 3 clusters Score -1.135194e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -11351931.000000 Penalty: 3420.907715
	Iteration 51Q: 3 clusters Score -1.135193e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -11351944.000000 Penalty: 3420.907715
	Iteration 52Q: 3 clusters Score -1.135194e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -11351955.000000 Penalty: 3420.907715
	Iteration 53Q: 3 clusters Score -1.135196e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -11351959.000000 Penalty: 3420.907715
	Iteration 54Q: 3 clusters Score -1.135196e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -11351966.000000 Penalty: 3420.907715
	Iteration 55Q: 3 clusters Score -1.135197e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -11351962.000000 Penalty: 3420.907715
	Iteration 56Q: 3 clusters Score -1.135196e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -11351957.000000 Penalty: 3420.907715
	Iteration 57Q: 3 clusters Score -1.135196e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -11351947.000000 Penalty: 3420.907715
	Iteration 58Q: 3 clusters Score -1.135195e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -11351938.000000 Penalty: 3420.907715
	Iteration 59Q: 3 clusters Score -1.135194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -11351935.000000 Penalty: 3420.907715
	Iteration 60F: 3 clusters Score -1.135194e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -11351933.000000 Penalty: 3420.907715
	Iteration 61Q: 3 clusters Score -1.135193e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -11351926.000000 Penalty: 3420.907715
	Iteration 62Q: 3 clusters Score -1.135193e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -11351921.000000 Penalty: 3420.907715
	Iteration 63Q: 3 clusters Score -1.135192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -11351897.000000 Penalty: 3420.907715
	Iteration 64Q: 3 clusters Score -1.13519e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -11351904.000000 Penalty: 3420.907715
	Iteration 65Q: 3 clusters Score -1.13519e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -11351889.000000 Penalty: 3420.907715
	Iteration 66Q: 3 clusters Score -1.135189e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -11351902.000000 Penalty: 3420.907715
	Iteration 67Q: 3 clusters Score -1.13519e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -11351902.000000 Penalty: 3420.907715
	Iteration 68Q: 3 clusters Score -1.13519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -11351923.000000 Penalty: 3420.907715
	Iteration 69Q: 3 clusters Score -1.135192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -11351904.000000 Penalty: 3420.907715
	Iteration 70Q: 3 clusters Score -1.13519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -11351913.000000 Penalty: 3420.907715
	Iteration 71Q: 3 clusters Score -1.135191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -11351918.000000 Penalty: 3420.907715
	Iteration 72Q: 3 clusters Score -1.135192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -11351902.000000 Penalty: 3420.907715
	Iteration 73Q: 3 clusters Score -1.13519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -11351899.000000 Penalty: 3420.907715
	Iteration 74Q: 3 clusters Score -1.13519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -11351893.000000 Penalty: 3420.907715
	Iteration 75Q: 3 clusters Score -1.135189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -11351896.000000 Penalty: 3420.907715
	Iteration 76Q: 3 clusters Score -1.13519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -11351891.000000 Penalty: 3420.907715
	Iteration 77Q: 3 clusters Score -1.135189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -11351907.000000 Penalty: 3420.907715
	Iteration 78Q: 3 clusters Score -1.135191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -11351909.000000 Penalty: 3420.907715
	Iteration 79Q: 3 clusters Score -1.135191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -11351899.000000 Penalty: 3420.907715
	Iteration 80F: 3 clusters Score -1.13519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -11351905.000000 Penalty: 3420.907715
	Iteration 81Q: 3 clusters Score -1.13519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -11351911.000000 Penalty: 3420.907715
	Iteration 82Q: 3 clusters Score -1.135191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -11351903.000000 Penalty: 3420.907715
	Iteration 83Q: 3 clusters Score -1.13519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -11351905.000000 Penalty: 3420.907715
	Iteration 84Q: 3 clusters Score -1.13519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -11351902.000000 Penalty: 3420.907715
	Iteration 85Q: 3 clusters Score -1.13519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -11351897.000000 Penalty: 3420.907715
	Iteration 86Q: 3 clusters Score -1.13519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -11351889.000000 Penalty: 3420.907715
	Iteration 87Q: 3 clusters Score -1.135189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -11351896.000000 Penalty: 3420.907715
	Iteration 88Q: 3 clusters Score -1.13519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11351894.000000 Penalty: 3420.907715
	Iteration 89Q: 3 clusters Score -1.135189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92248 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -11351887.000000 Penalty: 3420.907715
	Iteration 90Q: 3 clusters Score -1.135189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -11351893.000000 Penalty: 3420.907715
	Iteration 91Q: 3 clusters Score -1.135189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -11351881.000000 Penalty: 3420.907715
	Iteration 92Q: 3 clusters Score -1.135188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -11351883.000000 Penalty: 3420.907715
	Iteration 93Q: 3 clusters Score -1.135188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -11351882.000000 Penalty: 3420.907715
	Iteration 94Q: 3 clusters Score -1.135188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -11351881.000000 Penalty: 3420.907715
	Iteration 95Q: 3 clusters Score -1.135188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -11351876.000000 Penalty: 3420.907715
	Iteration 96Q: 3 clusters Score -1.135188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -11351877.000000 Penalty: 3420.907715
	Iteration 97Q: 3 clusters Score -1.135188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -11351890.000000 Penalty: 3420.907715
	Iteration 98Q: 3 clusters Score -1.135189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -11351885.000000 Penalty: 3420.907715
	Iteration 99Q: 3 clusters Score -1.135188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -11351886.000000 Penalty: 3420.907715
	Iteration 100F: 3 clusters Score -1.135189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -11351896.000000 Penalty: 3420.907715
	Iteration 101Q: 3 clusters Score -1.13519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -11351895.000000 Penalty: 3420.907715
	Iteration 102Q: 3 clusters Score -1.13519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -11351895.000000 Penalty: 3420.907715
	Iteration 103F: 3 clusters Score -1.13519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 123936 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Entering Unmasked Estep 
Score: -110983912.000000 Penalty: 71970.890625
Splitting cluster 4 changes total score from -110947752.000000 to -110983912.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 5 (22681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Entering Unmasked Estep 
Score: -2437475.250000 Penalty: 1492.357300
	Iteration 0F: 2 clusters Score -2437475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2422728.750000 Penalty: 2984.714600
	Iteration 0F: 3 clusters Score -2422729 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2428915.000000 Penalty: 2984.714600
	Iteration 1F: 3 clusters Score -2428915 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2429817.500000 Penalty: 2984.714600
	Iteration 2F: 3 clusters Score -2429818 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2430706.000000 Penalty: 2984.714600
	Iteration 3F: 3 clusters Score -2430706 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2431573.500000 Penalty: 2984.714600
	Iteration 4F: 3 clusters Score -2431574 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2432470.250000 Penalty: 2984.714600
	Iteration 5F: 3 clusters Score -2432470 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2433395.000000 Penalty: 2984.714600
	Iteration 6F: 3 clusters Score -2433395 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2434141.000000 Penalty: 2984.714600
	Iteration 7F: 3 clusters Score -2434141 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2434721.750000 Penalty: 2984.714600
	Iteration 8Q: 3 clusters Score -2434722 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2435159.000000 Penalty: 2984.714600
	Iteration 9Q: 3 clusters Score -2435159 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2435524.250000 Penalty: 2984.714600
	Iteration 10Q: 3 clusters Score -2435524 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2435809.250000 Penalty: 2984.714600
	Iteration 11Q: 3 clusters Score -2435809 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2435981.500000 Penalty: 2984.714600
	Iteration 12Q: 3 clusters Score -2435982 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2436150.250000 Penalty: 2984.714600
	Iteration 13Q: 3 clusters Score -2436150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2436265.500000 Penalty: 2984.714600
	Iteration 14Q: 3 clusters Score -2436266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2436361.750000 Penalty: 2984.714600
	Iteration 15Q: 3 clusters Score -2436362 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2436450.750000 Penalty: 2984.714600
	Iteration 16Q: 3 clusters Score -2436451 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2436520.500000 Penalty: 2984.714600
	Iteration 17Q: 3 clusters Score -2436520 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2436585.250000 Penalty: 2984.714600
	Iteration 18Q: 3 clusters Score -2436585 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2436645.500000 Penalty: 2984.714600
	Iteration 19Q: 3 clusters Score -2436646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2436692.750000 Penalty: 2984.714600
	Iteration 20F: 3 clusters Score -2436693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2436745.500000 Penalty: 2984.714600
	Iteration 21Q: 3 clusters Score -2436746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2436779.750000 Penalty: 2984.714600
	Iteration 22Q: 3 clusters Score -2436780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2436812.500000 Penalty: 2984.714600
	Iteration 23Q: 3 clusters Score -2436812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2436843.250000 Penalty: 2984.714600
	Iteration 24Q: 3 clusters Score -2436843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2436878.500000 Penalty: 2984.714600
	Iteration 25Q: 3 clusters Score -2436878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2436939.250000 Penalty: 2984.714600
	Iteration 26Q: 3 clusters Score -2436939 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2437017.250000 Penalty: 2984.714600
	Iteration 27Q: 3 clusters Score -2437017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2437128.000000 Penalty: 2984.714600
	Iteration 28Q: 3 clusters Score -2437128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2437228.750000 Penalty: 2984.714600
	Iteration 29Q: 3 clusters Score -2437229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2437270.250000 Penalty: 2984.714600
	Iteration 30Q: 3 clusters Score -2437270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2437294.500000 Penalty: 2984.714600
	Iteration 31Q: 3 clusters Score -2437294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2437303.250000 Penalty: 2984.714600
	Iteration 32Q: 3 clusters Score -2437303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2437304.250000 Penalty: 2984.714600
	Iteration 33Q: 3 clusters Score -2437304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2437308.250000 Penalty: 2984.714600
	Iteration 34Q: 3 clusters Score -2437308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2437308.750000 Penalty: 2984.714600
	Iteration 35Q: 3 clusters Score -2437309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2437310.250000 Penalty: 2984.714600
	Iteration 36Q: 3 clusters Score -2437310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2437308.000000 Penalty: 2984.714600
	Iteration 37Q: 3 clusters Score -2437308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2437312.250000 Penalty: 2984.714600
	Iteration 38Q: 3 clusters Score -2437312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2437312.500000 Penalty: 2984.714600
	Iteration 39Q: 3 clusters Score -2437312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2437313.750000 Penalty: 2984.714600
	Iteration 40F: 3 clusters Score -2437314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2437317.000000 Penalty: 2984.714600
	Iteration 41Q: 3 clusters Score -2437317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2437316.000000 Penalty: 2984.714600
	Iteration 42Q: 3 clusters Score -2437316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2437316.000000 Penalty: 2984.714600
	Iteration 43F: 3 clusters Score -2437316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Entering Unmasked Estep 
Score: -2199032.000000 Penalty: 1474.603027
	Iteration 0F: 2 clusters Score -2199032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2185780.000000 Penalty: 2949.206055
	Iteration 0F: 3 clusters Score -2185780 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2190689.750000 Penalty: 2949.206055
	Iteration 1F: 3 clusters Score -2190690 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2191237.250000 Penalty: 2949.206055
	Iteration 2F: 3 clusters Score -2191237 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2191783.000000 Penalty: 2949.206055
	Iteration 3F: 3 clusters Score -2191783 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2192435.250000 Penalty: 2949.206055
	Iteration 4F: 3 clusters Score -2192435 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2193163.500000 Penalty: 2949.206055
	Iteration 5F: 3 clusters Score -2193164 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2193898.000000 Penalty: 2949.206055
	Iteration 6F: 3 clusters Score -2193898 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2194728.750000 Penalty: 2949.206055
	Iteration 7F: 3 clusters Score -2194729 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2195761.250000 Penalty: 2949.206055
	Iteration 8F: 3 clusters Score -2195761 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2196771.000000 Penalty: 2949.206055
	Iteration 9F: 3 clusters Score -2196771 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2197655.500000 Penalty: 2949.206055
	Iteration 10F: 3 clusters Score -2197656 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2198335.250000 Penalty: 2949.206055
	Iteration 11Q: 3 clusters Score -2198335 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2198922.250000 Penalty: 2949.206055
	Iteration 12Q: 3 clusters Score -2198922 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2199473.500000 Penalty: 2949.206055
	Iteration 13Q: 3 clusters Score -2199474 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2199882.250000 Penalty: 2949.206055
	Iteration 14Q: 3 clusters Score -2199882 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2200136.250000 Penalty: 2949.206055
	Iteration 15Q: 3 clusters Score -2200136 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2200278.000000 Penalty: 2949.206055
	Iteration 16Q: 3 clusters Score -2200278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2200355.250000 Penalty: 2949.206055
	Iteration 17Q: 3 clusters Score -2200355 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2200395.750000 Penalty: 2949.206055
	Iteration 18Q: 3 clusters Score -2200396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2200423.250000 Penalty: 2949.206055
	Iteration 19Q: 3 clusters Score -2200423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2200439.750000 Penalty: 2949.206055
	Iteration 20F: 3 clusters Score -2200440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2200447.500000 Penalty: 2949.206055
	Iteration 21Q: 3 clusters Score -2200448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2200445.500000 Penalty: 2949.206055
	Iteration 22Q: 3 clusters Score -2200446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2200450.500000 Penalty: 2949.206055
	Iteration 23Q: 3 clusters Score -2200450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2200454.250000 Penalty: 2949.206055
	Iteration 24Q: 3 clusters Score -2200454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2200453.250000 Penalty: 2949.206055
	Iteration 25Q: 3 clusters Score -2200453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2200463.000000 Penalty: 2949.206055
	Iteration 26Q: 3 clusters Score -2200463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2200465.000000 Penalty: 2949.206055
	Iteration 27Q: 3 clusters Score -2200465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2200468.500000 Penalty: 2949.206055
	Iteration 28Q: 3 clusters Score -2200468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2200468.750000 Penalty: 2949.206055
	Iteration 29Q: 3 clusters Score -2200469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2200467.750000 Penalty: 2949.206055
	Iteration 30Q: 3 clusters Score -2200468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2200463.750000 Penalty: 2949.206055
	Iteration 31Q: 3 clusters Score -2200464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2200463.500000 Penalty: 2949.206055
	Iteration 32Q: 3 clusters Score -2200464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2200463.250000 Penalty: 2949.206055
	Iteration 33Q: 3 clusters Score -2200463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2200464.000000 Penalty: 2949.206055
	Iteration 34Q: 3 clusters Score -2200464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2200461.250000 Penalty: 2949.206055
	Iteration 35Q: 3 clusters Score -2200461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2200466.500000 Penalty: 2949.206055
	Iteration 36Q: 3 clusters Score -2200466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2200464.500000 Penalty: 2949.206055
	Iteration 37Q: 3 clusters Score -2200464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2200470.250000 Penalty: 2949.206055
	Iteration 38Q: 3 clusters Score -2200470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2200468.750000 Penalty: 2949.206055
	Iteration 39Q: 3 clusters Score -2200469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2200470.500000 Penalty: 2949.206055
	Iteration 40F: 3 clusters Score -2200470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2200473.750000 Penalty: 2949.206055
	Iteration 41Q: 3 clusters Score -2200474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2200474.250000 Penalty: 2949.206055
	Iteration 42Q: 3 clusters Score -2200474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2200472.000000 Penalty: 2949.206055
	Iteration 43Q: 3 clusters Score -2200472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2200472.000000 Penalty: 2949.206055
	Iteration 44F: 3 clusters Score -2200472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 123936 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Entering Unmasked Estep 
Score: -110984784.000000 Penalty: 74027.203125
Splitting cluster 6 changes total score from -110947752.000000 to -110984784.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (20659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Entering Unmasked Estep 
Score: -2427457.750000 Penalty: 1478.462891
	Iteration 0F: 2 clusters Score -2427458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2413996.250000 Penalty: 2956.925781
	Iteration 0F: 3 clusters Score -2413996 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2418886.500000 Penalty: 2956.925781
	Iteration 1F: 3 clusters Score -2418886 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2419277.250000 Penalty: 2956.925781
	Iteration 2F: 3 clusters Score -2419277 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2419551.250000 Penalty: 2956.925781
	Iteration 3Q: 3 clusters Score -2419551 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2419781.750000 Penalty: 2956.925781
	Iteration 4Q: 3 clusters Score -2419782 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2420034.750000 Penalty: 2956.925781
	Iteration 5Q: 3 clusters Score -2420035 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2420308.750000 Penalty: 2956.925781
	Iteration 6Q: 3 clusters Score -2420309 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2420704.000000 Penalty: 2956.925781
	Iteration 7Q: 3 clusters Score -2420704 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2421244.000000 Penalty: 2956.925781
	Iteration 8Q: 3 clusters Score -2421244 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2421943.750000 Penalty: 2956.925781
	Iteration 9F: 3 clusters Score -2421944 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2422815.500000 Penalty: 2956.925781
	Iteration 10F: 3 clusters Score -2422816 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2423802.750000 Penalty: 2956.925781
	Iteration 11F: 3 clusters Score -2423803 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2424729.250000 Penalty: 2956.925781
	Iteration 12Q: 3 clusters Score -2424729 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2425404.500000 Penalty: 2956.925781
	Iteration 13Q: 3 clusters Score -2425404 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2425779.750000 Penalty: 2956.925781
	Iteration 14Q: 3 clusters Score -2425780 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2426000.000000 Penalty: 2956.925781
	Iteration 15Q: 3 clusters Score -2426000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2426117.000000 Penalty: 2956.925781
	Iteration 16Q: 3 clusters Score -2426117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2426189.250000 Penalty: 2956.925781
	Iteration 17Q: 3 clusters Score -2426189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2426226.250000 Penalty: 2956.925781
	Iteration 18Q: 3 clusters Score -2426226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2426251.750000 Penalty: 2956.925781
	Iteration 19Q: 3 clusters Score -2426252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2426261.250000 Penalty: 2956.925781
	Iteration 20F: 3 clusters Score -2426261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2426263.250000 Penalty: 2956.925781
	Iteration 21Q: 3 clusters Score -2426263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2426267.000000 Penalty: 2956.925781
	Iteration 22Q: 3 clusters Score -2426267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2426273.750000 Penalty: 2956.925781
	Iteration 23Q: 3 clusters Score -2426274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2426295.000000 Penalty: 2956.925781
	Iteration 24Q: 3 clusters Score -2426295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2426307.000000 Penalty: 2956.925781
	Iteration 25Q: 3 clusters Score -2426307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2426316.250000 Penalty: 2956.925781
	Iteration 26Q: 3 clusters Score -2426316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2426323.500000 Penalty: 2956.925781
	Iteration 27Q: 3 clusters Score -2426324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2426321.000000 Penalty: 2956.925781
	Iteration 28Q: 3 clusters Score -2426321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2426326.250000 Penalty: 2956.925781
	Iteration 29Q: 3 clusters Score -2426326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2426327.750000 Penalty: 2956.925781
	Iteration 30Q: 3 clusters Score -2426328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2426328.250000 Penalty: 2956.925781
	Iteration 31Q: 3 clusters Score -2426328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2426328.250000 Penalty: 2956.925781
	Iteration 32F: 3 clusters Score -2426328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Entering Unmasked Estep 
Score: -1599829.375000 Penalty: 1424.405762
	Iteration 0F: 2 clusters Score -1599829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1590352.500000 Penalty: 2848.811523
	Iteration 0F: 3 clusters Score -1590352 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1593583.500000 Penalty: 2848.811523
	Iteration 1F: 3 clusters Score -1593584 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1594008.500000 Penalty: 2848.811523
	Iteration 2F: 3 clusters Score -1594008 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1594433.375000 Penalty: 2848.811523
	Iteration 3F: 3 clusters Score -1594433 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1594956.000000 Penalty: 2848.811523
	Iteration 4F: 3 clusters Score -1594956 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1595598.500000 Penalty: 2848.811523
	Iteration 5F: 3 clusters Score -1595598 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1596290.000000 Penalty: 2848.811523
	Iteration 6F: 3 clusters Score -1596290 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1596984.375000 Penalty: 2848.811523
	Iteration 7F: 3 clusters Score -1596984 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1597552.875000 Penalty: 2848.811523
	Iteration 8Q: 3 clusters Score -1597553 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1597945.750000 Penalty: 2848.811523
	Iteration 9Q: 3 clusters Score -1597946 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1598201.875000 Penalty: 2848.811523
	Iteration 10Q: 3 clusters Score -1598202 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1598394.250000 Penalty: 2848.811523
	Iteration 11Q: 3 clusters Score -1598394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1598496.375000 Penalty: 2848.811523
	Iteration 12Q: 3 clusters Score -1598496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1598583.625000 Penalty: 2848.811523
	Iteration 13Q: 3 clusters Score -1598584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1598633.125000 Penalty: 2848.811523
	Iteration 14Q: 3 clusters Score -1598633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1598668.625000 Penalty: 2848.811523
	Iteration 15Q: 3 clusters Score -1598669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1598690.125000 Penalty: 2848.811523
	Iteration 16Q: 3 clusters Score -1598690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1598712.125000 Penalty: 2848.811523
	Iteration 17Q: 3 clusters Score -1598712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1598720.500000 Penalty: 2848.811523
	Iteration 18Q: 3 clusters Score -1598720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1598731.500000 Penalty: 2848.811523
	Iteration 19Q: 3 clusters Score -1598732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1598741.125000 Penalty: 2848.811523
	Iteration 20F: 3 clusters Score -1598741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1598742.125000 Penalty: 2848.811523
	Iteration 21Q: 3 clusters Score -1598742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1598741.750000 Penalty: 2848.811523
	Iteration 22Q: 3 clusters Score -1598742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1598742.500000 Penalty: 2848.811523
	Iteration 23Q: 3 clusters Score -1598742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1598743.875000 Penalty: 2848.811523
	Iteration 24Q: 3 clusters Score -1598744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1598746.250000 Penalty: 2848.811523
	Iteration 25Q: 3 clusters Score -1598746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1598750.625000 Penalty: 2848.811523
	Iteration 26Q: 3 clusters Score -1598751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1598750.625000 Penalty: 2848.811523
	Iteration 27F: 3 clusters Score -1598751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -140430.343750 Penalty: 1105.512695
	Iteration 0F: 2 clusters Score -140430.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -138839.406250 Penalty: 2211.025391
	Iteration 0F: 3 clusters Score -138839.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139568.578125 Penalty: 2211.025391
	Iteration 1F: 3 clusters Score -139568.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -140056.546875 Penalty: 2211.025391
	Iteration 2F: 3 clusters Score -140056.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140467.890625 Penalty: 2211.025391
	Iteration 3F: 3 clusters Score -140467.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140761.953125 Penalty: 2211.025391
	Iteration 4F: 3 clusters Score -140762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140977.046875 Penalty: 2211.025391
	Iteration 5Q: 3 clusters Score -140977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141161.140625 Penalty: 2211.025391
	Iteration 6Q: 3 clusters Score -141161.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -141309.265625 Penalty: 2211.025391
	Iteration 7Q: 3 clusters Score -141309.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -141388.250000 Penalty: 2211.025391
	Iteration 8Q: 3 clusters Score -141388.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -141421.609375 Penalty: 2211.025391
	Iteration 9Q: 3 clusters Score -141421.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -141465.203125 Penalty: 2211.025391
	Iteration 10Q: 3 clusters Score -141465.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -141506.953125 Penalty: 2211.025391
	Iteration 11Q: 3 clusters Score -141507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -141523.031250 Penalty: 2211.025391
	Iteration 12Q: 3 clusters Score -141523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -141528.000000 Penalty: 2211.025391
	Iteration 13Q: 3 clusters Score -141528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141530.406250 Penalty: 2211.025391
	Iteration 14Q: 3 clusters Score -141530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141531.312500 Penalty: 2211.025391
	Iteration 15Q: 3 clusters Score -141531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141531.312500 Penalty: 2211.025391
	Iteration 16F: 3 clusters Score -141531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 123936 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Entering Unmasked Estep 
Score: -110985096.000000 Penalty: 76083.507812
Splitting cluster 9 changes total score from -110947752.000000 to -110985096.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (123936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123936 members 
Entering Unmasked Estep 
Score: -14304571.000000 Penalty: 1745.055176
	Iteration 0F: 2 clusters Score -1.430457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -14231738.000000 Penalty: 3490.110352
	Iteration 0F: 3 clusters Score -1.423174e+07 nChanged 59082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -14266624.000000 Penalty: 3490.110352
	Iteration 1F: 3 clusters Score -1.426662e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -14268156.000000 Penalty: 3490.110352
	Iteration 2Q: 3 clusters Score -1.426816e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -14270382.000000 Penalty: 3490.110352
	Iteration 3Q: 3 clusters Score -1.427038e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -14273303.000000 Penalty: 3490.110352
	Iteration 4F: 3 clusters Score -1.42733e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -14276710.000000 Penalty: 3490.110352
	Iteration 5F: 3 clusters Score -1.427671e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -14279928.000000 Penalty: 3490.110352
	Iteration 6F: 3 clusters Score -1.427993e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -14282729.000000 Penalty: 3490.110352
	Iteration 7F: 3 clusters Score -1.428273e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -14284976.000000 Penalty: 3490.110352
	Iteration 8Q: 3 clusters Score -1.428498e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -14286976.000000 Penalty: 3490.110352
	Iteration 9Q: 3 clusters Score -1.428698e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -14288867.000000 Penalty: 3490.110352
	Iteration 10Q: 3 clusters Score -1.428887e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -14290737.000000 Penalty: 3490.110352
	Iteration 11Q: 3 clusters Score -1.429074e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -14292640.000000 Penalty: 3490.110352
	Iteration 12Q: 3 clusters Score -1.429264e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -14294486.000000 Penalty: 3490.110352
	Iteration 13Q: 3 clusters Score -1.429449e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -14296211.000000 Penalty: 3490.110352
	Iteration 14Q: 3 clusters Score -1.429621e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -14297286.000000 Penalty: 3490.110352
	Iteration 15Q: 3 clusters Score -1.429729e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -14297952.000000 Penalty: 3490.110352
	Iteration 16Q: 3 clusters Score -1.429795e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -14298411.000000 Penalty: 3490.110352
	Iteration 17Q: 3 clusters Score -1.429841e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -14298736.000000 Penalty: 3490.110352
	Iteration 18Q: 3 clusters Score -1.429874e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -14298937.000000 Penalty: 3490.110352
	Iteration 19Q: 3 clusters Score -1.429894e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -14299244.000000 Penalty: 3490.110352
	Iteration 20F: 3 clusters Score -1.429924e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -14299531.000000 Penalty: 3490.110352
	Iteration 21Q: 3 clusters Score -1.429953e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -14299808.000000 Penalty: 3490.110352
	Iteration 22Q: 3 clusters Score -1.429981e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -14300184.000000 Penalty: 3490.110352
	Iteration 23Q: 3 clusters Score -1.430018e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -14300473.000000 Penalty: 3490.110352
	Iteration 24Q: 3 clusters Score -1.430047e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -14300909.000000 Penalty: 3490.110352
	Iteration 25Q: 3 clusters Score -1.430091e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -14301439.000000 Penalty: 3490.110352
	Iteration 26Q: 3 clusters Score -1.430144e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -14302019.000000 Penalty: 3490.110352
	Iteration 27Q: 3 clusters Score -1.430202e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -14302525.000000 Penalty: 3490.110352
	Iteration 28Q: 3 clusters Score -1.430252e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -14303063.000000 Penalty: 3490.110352
	Iteration 29Q: 3 clusters Score -1.430306e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -14303590.000000 Penalty: 3490.110352
	Iteration 30Q: 3 clusters Score -1.430359e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -14304044.000000 Penalty: 3490.110352
	Iteration 31Q: 3 clusters Score -1.430404e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -14304463.000000 Penalty: 3490.110352
	Iteration 32Q: 3 clusters Score -1.430446e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -14304809.000000 Penalty: 3490.110352
	Iteration 33Q: 3 clusters Score -1.430481e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -14305130.000000 Penalty: 3490.110352
	Iteration 34Q: 3 clusters Score -1.430513e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 105643 members 
Entering Unmasked Estep 
Score: -14305313.000000 Penalty: 3490.110352
	Iteration 35Q: 3 clusters Score -1.430531e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -14305473.000000 Penalty: 3490.110352
	Iteration 36Q: 3 clusters Score -1.430547e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -14305621.000000 Penalty: 3490.110352
	Iteration 37Q: 3 clusters Score -1.430562e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -14305691.000000 Penalty: 3490.110352
	Iteration 38Q: 3 clusters Score -1.430569e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -14305772.000000 Penalty: 3490.110352
	Iteration 39Q: 3 clusters Score -1.430577e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -14305905.000000 Penalty: 3490.110352
	Iteration 40F: 3 clusters Score -1.43059e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -14305984.000000 Penalty: 3490.110352
	Iteration 41Q: 3 clusters Score -1.430598e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -14306057.000000 Penalty: 3490.110352
	Iteration 42Q: 3 clusters Score -1.430606e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -14306091.000000 Penalty: 3490.110352
	Iteration 43Q: 3 clusters Score -1.430609e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -14306134.000000 Penalty: 3490.110352
	Iteration 44Q: 3 clusters Score -1.430613e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -14306145.000000 Penalty: 3490.110352
	Iteration 45Q: 3 clusters Score -1.430614e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -14306145.000000 Penalty: 3490.110352
	Iteration 46Q: 3 clusters Score -1.430614e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -14306146.000000 Penalty: 3490.110352
	Iteration 47Q: 3 clusters Score -1.430615e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -14306153.000000 Penalty: 3490.110352
	Iteration 48Q: 3 clusters Score -1.430615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -14306151.000000 Penalty: 3490.110352
	Iteration 49Q: 3 clusters Score -1.430615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -14306153.000000 Penalty: 3490.110352
	Iteration 50Q: 3 clusters Score -1.430615e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -14306136.000000 Penalty: 3490.110352
	Iteration 51Q: 3 clusters Score -1.430614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -14306113.000000 Penalty: 3490.110352
	Iteration 52Q: 3 clusters Score -1.430611e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -14306126.000000 Penalty: 3490.110352
	Iteration 53Q: 3 clusters Score -1.430613e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -14306152.000000 Penalty: 3490.110352
	Iteration 54Q: 3 clusters Score -1.430615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -14306164.000000 Penalty: 3490.110352
	Iteration 55Q: 3 clusters Score -1.430616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -14306160.000000 Penalty: 3490.110352
	Iteration 56Q: 3 clusters Score -1.430616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -14306163.000000 Penalty: 3490.110352
	Iteration 57Q: 3 clusters Score -1.430616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -14306156.000000 Penalty: 3490.110352
	Iteration 58Q: 3 clusters Score -1.430616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -14306142.000000 Penalty: 3490.110352
	Iteration 59Q: 3 clusters Score -1.430614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -14306157.000000 Penalty: 3490.110352
	Iteration 60F: 3 clusters Score -1.430616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -14306149.000000 Penalty: 3490.110352
	Iteration 61Q: 3 clusters Score -1.430615e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -14306143.000000 Penalty: 3490.110352
	Iteration 62Q: 3 clusters Score -1.430614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -14306149.000000 Penalty: 3490.110352
	Iteration 63Q: 3 clusters Score -1.430615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -14306124.000000 Penalty: 3490.110352
	Iteration 64Q: 3 clusters Score -1.430612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -14306124.000000 Penalty: 3490.110352
	Iteration 65Q: 3 clusters Score -1.430612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -14306121.000000 Penalty: 3490.110352
	Iteration 66Q: 3 clusters Score -1.430612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -14306135.000000 Penalty: 3490.110352
	Iteration 67Q: 3 clusters Score -1.430614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 107761 members 
Entering Unmasked Estep 
Score: -14306134.000000 Penalty: 3490.110352
	Iteration 68Q: 3 clusters Score -1.430613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -14306146.000000 Penalty: 3490.110352
	Iteration 69Q: 3 clusters Score -1.430615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 107785 members 
Entering Unmasked Estep 
Score: -14306165.000000 Penalty: 3490.110352
	Iteration 70Q: 3 clusters Score -1.430616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -14306172.000000 Penalty: 3490.110352
	Iteration 71Q: 3 clusters Score -1.430617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -14306177.000000 Penalty: 3490.110352
	Iteration 72Q: 3 clusters Score -1.430618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 107811 members 
Entering Unmasked Estep 
Score: -14306183.000000 Penalty: 3490.110352
	Iteration 73Q: 3 clusters Score -1.430618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -14306169.000000 Penalty: 3490.110352
	Iteration 74Q: 3 clusters Score -1.430617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 107837 members 
Entering Unmasked Estep 
Score: -14306175.000000 Penalty: 3490.110352
	Iteration 75Q: 3 clusters Score -1.430618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -14306193.000000 Penalty: 3490.110352
	Iteration 76Q: 3 clusters Score -1.430619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -14306188.000000 Penalty: 3490.110352
	Iteration 77Q: 3 clusters Score -1.430619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -14306193.000000 Penalty: 3490.110352
	Iteration 78Q: 3 clusters Score -1.430619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -14306188.000000 Penalty: 3490.110352
	Iteration 79Q: 3 clusters Score -1.430619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 107904 members 
Entering Unmasked Estep 
Score: -14306181.000000 Penalty: 3490.110352
	Iteration 80F: 3 clusters Score -1.430618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 107919 members 
Entering Unmasked Estep 
Score: -14306164.000000 Penalty: 3490.110352
	Iteration 81Q: 3 clusters Score -1.430616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -14306150.000000 Penalty: 3490.110352
	Iteration 82Q: 3 clusters Score -1.430615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -14306160.000000 Penalty: 3490.110352
	Iteration 83Q: 3 clusters Score -1.430616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -14306159.000000 Penalty: 3490.110352
	Iteration 84Q: 3 clusters Score -1.430616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -14306162.000000 Penalty: 3490.110352
	Iteration 85Q: 3 clusters Score -1.430616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -14306163.000000 Penalty: 3490.110352
	Iteration 86Q: 3 clusters Score -1.430616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -14306161.000000 Penalty: 3490.110352
	Iteration 87Q: 3 clusters Score -1.430616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -14306156.000000 Penalty: 3490.110352
	Iteration 88Q: 3 clusters Score -1.430616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -14306145.000000 Penalty: 3490.110352
	Iteration 89Q: 3 clusters Score -1.430614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -14306148.000000 Penalty: 3490.110352
	Iteration 90Q: 3 clusters Score -1.430615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -14306159.000000 Penalty: 3490.110352
	Iteration 91Q: 3 clusters Score -1.430616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -14306156.000000 Penalty: 3490.110352
	Iteration 92Q: 3 clusters Score -1.430616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -14306150.000000 Penalty: 3490.110352
	Iteration 93Q: 3 clusters Score -1.430615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -14306149.000000 Penalty: 3490.110352
	Iteration 94Q: 3 clusters Score -1.430615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -14306171.000000 Penalty: 3490.110352
	Iteration 95Q: 3 clusters Score -1.430617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 108033 members 
Entering Unmasked Estep 
Score: -14306154.000000 Penalty: 3490.110352
	Iteration 96Q: 3 clusters Score -1.430615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -14306166.000000 Penalty: 3490.110352
	Iteration 97Q: 3 clusters Score -1.430617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -14306163.000000 Penalty: 3490.110352
	Iteration 98Q: 3 clusters Score -1.430616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -14306171.000000 Penalty: 3490.110352
	Iteration 99Q: 3 clusters Score -1.430617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -14306177.000000 Penalty: 3490.110352
	Iteration 100F: 3 clusters Score -1.430618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 108048 members 
Entering Unmasked Estep 
Score: -14306176.000000 Penalty: 3490.110352
	Iteration 101Q: 3 clusters Score -1.430618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 108054 members 
Entering Unmasked Estep 
Score: -14306170.000000 Penalty: 3490.110352
	Iteration 102Q: 3 clusters Score -1.430617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 108056 members 
Entering Unmasked Estep 
Score: -14306161.000000 Penalty: 3490.110352
	Iteration 103Q: 3 clusters Score -1.430616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -14306166.000000 Penalty: 3490.110352
	Iteration 104Q: 3 clusters Score -1.430617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -14306165.000000 Penalty: 3490.110352
	Iteration 105Q: 3 clusters Score -1.430616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -14306165.000000 Penalty: 3490.110352
	Iteration 106F: 3 clusters Score -1.430616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Entering Unmasked Estep 
Score: -110986304.000000 Penalty: 78139.828125
Splitting cluster 10 changes total score from -110947752.000000 to -110986304.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 11 (17636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Entering Unmasked Estep 
Score: -1954135.750000 Penalty: 1454.921387
	Iteration 0F: 2 clusters Score -1954136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1942579.000000 Penalty: 2909.842773
	Iteration 0F: 3 clusters Score -1942579 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1946637.750000 Penalty: 2909.842773
	Iteration 1F: 3 clusters Score -1946638 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1947059.375000 Penalty: 2909.842773
	Iteration 2F: 3 clusters Score -1947059 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1947421.875000 Penalty: 2909.842773
	Iteration 3F: 3 clusters Score -1947422 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1947733.000000 Penalty: 2909.842773
	Iteration 4Q: 3 clusters Score -1947733 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1948017.875000 Penalty: 2909.842773
	Iteration 5Q: 3 clusters Score -1948018 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1948312.125000 Penalty: 2909.842773
	Iteration 6Q: 3 clusters Score -1948312 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1948705.500000 Penalty: 2909.842773
	Iteration 7Q: 3 clusters Score -1948706 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1949161.875000 Penalty: 2909.842773
	Iteration 8Q: 3 clusters Score -1949162 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1949687.375000 Penalty: 2909.842773
	Iteration 9Q: 3 clusters Score -1949687 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1950212.500000 Penalty: 2909.842773
	Iteration 10Q: 3 clusters Score -1950212 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1950737.375000 Penalty: 2909.842773
	Iteration 11Q: 3 clusters Score -1950737 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1951230.125000 Penalty: 2909.842773
	Iteration 12Q: 3 clusters Score -1951230 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1951627.500000 Penalty: 2909.842773
	Iteration 13Q: 3 clusters Score -1951628 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1951967.625000 Penalty: 2909.842773
	Iteration 14Q: 3 clusters Score -1951968 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1952284.500000 Penalty: 2909.842773
	Iteration 15Q: 3 clusters Score -1952284 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1952597.875000 Penalty: 2909.842773
	Iteration 16Q: 3 clusters Score -1952598 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1952919.125000 Penalty: 2909.842773
	Iteration 17Q: 3 clusters Score -1952919 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1953281.875000 Penalty: 2909.842773
	Iteration 18Q: 3 clusters Score -1953282 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1953716.750000 Penalty: 2909.842773
	Iteration 19Q: 3 clusters Score -1953717 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1954226.375000 Penalty: 2909.842773
	Iteration 20F: 3 clusters Score -1954226 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1954587.750000 Penalty: 2909.842773
	Iteration 21Q: 3 clusters Score -1954588 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1954748.750000 Penalty: 2909.842773
	Iteration 22Q: 3 clusters Score -1954749 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1954815.500000 Penalty: 2909.842773
	Iteration 23Q: 3 clusters Score -1954816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1954842.375000 Penalty: 2909.842773
	Iteration 24Q: 3 clusters Score -1954842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1954865.375000 Penalty: 2909.842773
	Iteration 25Q: 3 clusters Score -1954865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1954874.625000 Penalty: 2909.842773
	Iteration 26Q: 3 clusters Score -1954875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1954876.250000 Penalty: 2909.842773
	Iteration 27Q: 3 clusters Score -1954876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1954876.125000 Penalty: 2909.842773
	Iteration 28Q: 3 clusters Score -1954876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1954879.375000 Penalty: 2909.842773
	Iteration 29Q: 3 clusters Score -1954879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1954880.500000 Penalty: 2909.842773
	Iteration 30Q: 3 clusters Score -1954880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1954880.875000 Penalty: 2909.842773
	Iteration 31Q: 3 clusters Score -1954881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1954878.625000 Penalty: 2909.842773
	Iteration 32Q: 3 clusters Score -1954879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1954878.625000 Penalty: 2909.842773
	Iteration 33F: 3 clusters Score -1954879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Entering Unmasked Estep 
Score: -110986584.000000 Penalty: 80196.132812
Splitting cluster 11 changes total score from -110947752.000000 to -110986584.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 12 (36651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Entering Unmasked Estep 
Score: -4309730.500000 Penalty: 1563.768433
	Iteration 0F: 2 clusters Score -4309730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4285910.000000 Penalty: 3127.536865
	Iteration 0F: 3 clusters Score -4285910 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4294821.000000 Penalty: 3127.536865
	Iteration 1F: 3 clusters Score -4294821 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4295263.500000 Penalty: 3127.536865
	Iteration 2Q: 3 clusters Score -4295264 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4295663.500000 Penalty: 3127.536865
	Iteration 3Q: 3 clusters Score -4295664 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4296122.000000 Penalty: 3127.536865
	Iteration 4Q: 3 clusters Score -4296122 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4296671.000000 Penalty: 3127.536865
	Iteration 5Q: 3 clusters Score -4296671 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4297330.000000 Penalty: 3127.536865
	Iteration 6Q: 3 clusters Score -4297330 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4298211.000000 Penalty: 3127.536865
	Iteration 7F: 3 clusters Score -4298211 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4299356.500000 Penalty: 3127.536865
	Iteration 8F: 3 clusters Score -4299356 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4300666.500000 Penalty: 3127.536865
	Iteration 9F: 3 clusters Score -4300666 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -4302108.000000 Penalty: 3127.536865
	Iteration 10F: 3 clusters Score -4302108 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4303452.000000 Penalty: 3127.536865
	Iteration 11F: 3 clusters Score -4303452 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4304648.500000 Penalty: 3127.536865
	Iteration 12Q: 3 clusters Score -4304648 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4305627.000000 Penalty: 3127.536865
	Iteration 13Q: 3 clusters Score -4305627 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4306518.000000 Penalty: 3127.536865
	Iteration 14Q: 3 clusters Score -4306518 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4307193.500000 Penalty: 3127.536865
	Iteration 15Q: 3 clusters Score -4307194 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4307684.000000 Penalty: 3127.536865
	Iteration 16Q: 3 clusters Score -4307684 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4308032.500000 Penalty: 3127.536865
	Iteration 17Q: 3 clusters Score -4308032 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4308249.000000 Penalty: 3127.536865
	Iteration 18Q: 3 clusters Score -4308249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4308382.000000 Penalty: 3127.536865
	Iteration 19Q: 3 clusters Score -4308382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4308473.000000 Penalty: 3127.536865
	Iteration 20F: 3 clusters Score -4308473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4308584.500000 Penalty: 3127.536865
	Iteration 21Q: 3 clusters Score -4308584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4308711.000000 Penalty: 3127.536865
	Iteration 22Q: 3 clusters Score -4308711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4308843.500000 Penalty: 3127.536865
	Iteration 23Q: 3 clusters Score -4308844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4308890.000000 Penalty: 3127.536865
	Iteration 24Q: 3 clusters Score -4308890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4308924.000000 Penalty: 3127.536865
	Iteration 25Q: 3 clusters Score -4308924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4308956.000000 Penalty: 3127.536865
	Iteration 26Q: 3 clusters Score -4308956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4308976.500000 Penalty: 3127.536865
	Iteration 27Q: 3 clusters Score -4308976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4308982.500000 Penalty: 3127.536865
	Iteration 28Q: 3 clusters Score -4308982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4308988.000000 Penalty: 3127.536865
	Iteration 29Q: 3 clusters Score -4308988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4308997.000000 Penalty: 3127.536865
	Iteration 30Q: 3 clusters Score -4308997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4309000.500000 Penalty: 3127.536865
	Iteration 31Q: 3 clusters Score -4309000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4309004.500000 Penalty: 3127.536865
	Iteration 32Q: 3 clusters Score -4309004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4309000.000000 Penalty: 3127.536865
	Iteration 33Q: 3 clusters Score -4309000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4309004.500000 Penalty: 3127.536865
	Iteration 34Q: 3 clusters Score -4309004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4309001.500000 Penalty: 3127.536865
	Iteration 35Q: 3 clusters Score -4309002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -4309006.500000 Penalty: 3127.536865
	Iteration 36Q: 3 clusters Score -4309006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4309010.000000 Penalty: 3127.536865
	Iteration 37Q: 3 clusters Score -4309010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4309010.500000 Penalty: 3127.536865
	Iteration 38Q: 3 clusters Score -4309010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4309007.500000 Penalty: 3127.536865
	Iteration 39Q: 3 clusters Score -4309008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4309011.000000 Penalty: 3127.536865
	Iteration 40F: 3 clusters Score -4309011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4309009.000000 Penalty: 3127.536865
	Iteration 41Q: 3 clusters Score -4309009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4309009.000000 Penalty: 3127.536865
	Iteration 42F: 3 clusters Score -4309009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -714656.312500 Penalty: 1309.770508
	Iteration 0F: 2 clusters Score -714656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -709929.125000 Penalty: 2619.541016
	Iteration 0F: 3 clusters Score -709929.1 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -711360.187500 Penalty: 2619.541016
	Iteration 1F: 3 clusters Score -711360.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -711637.812500 Penalty: 2619.541016
	Iteration 2F: 3 clusters Score -711637.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -711889.312500 Penalty: 2619.541016
	Iteration 3F: 3 clusters Score -711889.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -712139.437500 Penalty: 2619.541016
	Iteration 4F: 3 clusters Score -712139.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -712394.125000 Penalty: 2619.541016
	Iteration 5F: 3 clusters Score -712394.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -712628.812500 Penalty: 2619.541016
	Iteration 6Q: 3 clusters Score -712628.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -712848.500000 Penalty: 2619.541016
	Iteration 7Q: 3 clusters Score -712848.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -713039.500000 Penalty: 2619.541016
	Iteration 8Q: 3 clusters Score -713039.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -713173.187500 Penalty: 2619.541016
	Iteration 9Q: 3 clusters Score -713173.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -713285.500000 Penalty: 2619.541016
	Iteration 10Q: 3 clusters Score -713285.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -713386.500000 Penalty: 2619.541016
	Iteration 11Q: 3 clusters Score -713386.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -713506.000000 Penalty: 2619.541016
	Iteration 12Q: 3 clusters Score -713506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -713620.625000 Penalty: 2619.541016
	Iteration 13Q: 3 clusters Score -713620.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -713715.625000 Penalty: 2619.541016
	Iteration 14Q: 3 clusters Score -713715.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -713794.937500 Penalty: 2619.541016
	Iteration 15Q: 3 clusters Score -713794.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -713885.000000 Penalty: 2619.541016
	Iteration 16Q: 3 clusters Score -713885 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -713985.125000 Penalty: 2619.541016
	Iteration 17Q: 3 clusters Score -713985.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -714103.625000 Penalty: 2619.541016
	Iteration 18Q: 3 clusters Score -714103.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -714214.625000 Penalty: 2619.541016
	Iteration 19Q: 3 clusters Score -714214.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -714335.312500 Penalty: 2619.541016
	Iteration 20F: 3 clusters Score -714335.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -714436.937500 Penalty: 2619.541016
	Iteration 21Q: 3 clusters Score -714436.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -714557.125000 Penalty: 2619.541016
	Iteration 22Q: 3 clusters Score -714557.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -714729.812500 Penalty: 2619.541016
	Iteration 23Q: 3 clusters Score -714729.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -714982.250000 Penalty: 2619.541016
	Iteration 24Q: 3 clusters Score -714982.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -715307.687500 Penalty: 2619.541016
	Iteration 25Q: 3 clusters Score -715307.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -715531.750000 Penalty: 2619.541016
	Iteration 26Q: 3 clusters Score -715531.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -715641.750000 Penalty: 2619.541016
	Iteration 27Q: 3 clusters Score -715641.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -715699.375000 Penalty: 2619.541016
	Iteration 28Q: 3 clusters Score -715699.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -715723.062500 Penalty: 2619.541016
	Iteration 29Q: 3 clusters Score -715723.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -715731.500000 Penalty: 2619.541016
	Iteration 30Q: 3 clusters Score -715731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -715736.687500 Penalty: 2619.541016
	Iteration 31Q: 3 clusters Score -715736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -715739.062500 Penalty: 2619.541016
	Iteration 32Q: 3 clusters Score -715739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -715737.187500 Penalty: 2619.541016
	Iteration 33Q: 3 clusters Score -715737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -715738.125000 Penalty: 2619.541016
	Iteration 34Q: 3 clusters Score -715738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -715739.375000 Penalty: 2619.541016
	Iteration 35Q: 3 clusters Score -715739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -715742.312500 Penalty: 2619.541016
	Iteration 36Q: 3 clusters Score -715742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -715740.750000 Penalty: 2619.541016
	Iteration 37Q: 3 clusters Score -715740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -715744.812500 Penalty: 2619.541016
	Iteration 38Q: 3 clusters Score -715744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -715745.500000 Penalty: 2619.541016
	Iteration 39Q: 3 clusters Score -715745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -715745.062500 Penalty: 2619.541016
	Iteration 40F: 3 clusters Score -715745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -715746.875000 Penalty: 2619.541016
	Iteration 41Q: 3 clusters Score -715746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -715746.875000 Penalty: 2619.541016
	Iteration 42F: 3 clusters Score -715746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Entering Unmasked Estep 
Score: -110987008.000000 Penalty: 82252.445312
Splitting cluster 13 changes total score from -110947752.000000 to -110987008.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (42002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Entering Unmasked Estep 
Score: -4836246.500000 Penalty: 1584.046387
	Iteration 0F: 2 clusters Score -4836246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4809096.500000 Penalty: 3168.092773
	Iteration 0F: 3 clusters Score -4809096 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4820637.500000 Penalty: 3168.092773
	Iteration 1F: 3 clusters Score -4820638 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4822564.000000 Penalty: 3168.092773
	Iteration 2F: 3 clusters Score -4822564 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4825338.000000 Penalty: 3168.092773
	Iteration 3F: 3 clusters Score -4825338 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4828638.000000 Penalty: 3168.092773
	Iteration 4F: 3 clusters Score -4828638 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4832118.000000 Penalty: 3168.092773
	Iteration 5F: 3 clusters Score -4832118 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4835603.500000 Penalty: 3168.092773
	Iteration 6F: 3 clusters Score -4835604 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4838453.000000 Penalty: 3168.092773
	Iteration 7F: 3 clusters Score -4838453 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4840190.000000 Penalty: 3168.092773
	Iteration 8Q: 3 clusters Score -4840190 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4841031.500000 Penalty: 3168.092773
	Iteration 9Q: 3 clusters Score -4841032 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4841426.000000 Penalty: 3168.092773
	Iteration 10Q: 3 clusters Score -4841426 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4841671.500000 Penalty: 3168.092773
	Iteration 11Q: 3 clusters Score -4841672 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4841779.000000 Penalty: 3168.092773
	Iteration 12Q: 3 clusters Score -4841779 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -4841857.000000 Penalty: 3168.092773
	Iteration 13Q: 3 clusters Score -4841857 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4841927.500000 Penalty: 3168.092773
	Iteration 14Q: 3 clusters Score -4841928 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4841967.500000 Penalty: 3168.092773
	Iteration 15Q: 3 clusters Score -4841968 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4842027.000000 Penalty: 3168.092773
	Iteration 16Q: 3 clusters Score -4842027 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4842057.000000 Penalty: 3168.092773
	Iteration 17Q: 3 clusters Score -4842057 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4842143.500000 Penalty: 3168.092773
	Iteration 18Q: 3 clusters Score -4842144 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4842283.500000 Penalty: 3168.092773
	Iteration 19Q: 3 clusters Score -4842284 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4842600.000000 Penalty: 3168.092773
	Iteration 20F: 3 clusters Score -4842600 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4843364.000000 Penalty: 3168.092773
	Iteration 21Q: 3 clusters Score -4843364 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4845240.000000 Penalty: 3168.092773
	Iteration 22Q: 3 clusters Score -4845240 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4847941.500000 Penalty: 3168.092773
	Iteration 23Q: 3 clusters Score -4847942 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4849181.500000 Penalty: 3168.092773
	Iteration 24Q: 3 clusters Score -4849182 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4849398.000000 Penalty: 3168.092773
	Iteration 25Q: 3 clusters Score -4849398 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -4849437.500000 Penalty: 3168.092773
	Iteration 26Q: 3 clusters Score -4849438 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4849456.500000 Penalty: 3168.092773
	Iteration 27Q: 3 clusters Score -4849456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4849460.500000 Penalty: 3168.092773
	Iteration 28Q: 3 clusters Score -4849460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4849446.500000 Penalty: 3168.092773
	Iteration 29Q: 3 clusters Score -4849446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -4849455.500000 Penalty: 3168.092773
	Iteration 30Q: 3 clusters Score -4849456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4849452.500000 Penalty: 3168.092773
	Iteration 31Q: 3 clusters Score -4849452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4849459.500000 Penalty: 3168.092773
	Iteration 32Q: 3 clusters Score -4849460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4849460.500000 Penalty: 3168.092773
	Iteration 33Q: 3 clusters Score -4849460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4849464.500000 Penalty: 3168.092773
	Iteration 34Q: 3 clusters Score -4849464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4849464.500000 Penalty: 3168.092773
	Iteration 35F: 3 clusters Score -4849464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Entering Unmasked Estep 
Score: -110999912.000000 Penalty: 84308.757812
Splitting cluster 14 changes total score from -110947752.000000 to -110999912.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -644903.437500 Penalty: 1310.752075
	Iteration 0F: 2 clusters Score -644903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -640210.250000 Penalty: 2621.504150
	Iteration 0F: 3 clusters Score -640210.2 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -642285.937500 Penalty: 2621.504150
	Iteration 1F: 3 clusters Score -642285.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -643254.187500 Penalty: 2621.504150
	Iteration 2F: 3 clusters Score -643254.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -644182.500000 Penalty: 2621.504150
	Iteration 3F: 3 clusters Score -644182.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -644818.500000 Penalty: 2621.504150
	Iteration 4F: 3 clusters Score -644818.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -645218.937500 Penalty: 2621.504150
	Iteration 5F: 3 clusters Score -645218.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -645541.000000 Penalty: 2621.504150
	Iteration 6Q: 3 clusters Score -645541 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -645821.250000 Penalty: 2621.504150
	Iteration 7Q: 3 clusters Score -645821.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -646164.812500 Penalty: 2621.504150
	Iteration 8Q: 3 clusters Score -646164.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -646416.750000 Penalty: 2621.504150
	Iteration 9Q: 3 clusters Score -646416.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -646544.312500 Penalty: 2621.504150
	Iteration 10Q: 3 clusters Score -646544.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -646611.500000 Penalty: 2621.504150
	Iteration 11Q: 3 clusters Score -646611.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -646670.312500 Penalty: 2621.504150
	Iteration 12Q: 3 clusters Score -646670.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -646714.437500 Penalty: 2621.504150
	Iteration 13Q: 3 clusters Score -646714.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -646745.937500 Penalty: 2621.504150
	Iteration 14Q: 3 clusters Score -646745.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -646769.000000 Penalty: 2621.504150
	Iteration 15Q: 3 clusters Score -646769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -646777.000000 Penalty: 2621.504150
	Iteration 16Q: 3 clusters Score -646777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -646783.437500 Penalty: 2621.504150
	Iteration 17Q: 3 clusters Score -646783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -646787.937500 Penalty: 2621.504150
	Iteration 18Q: 3 clusters Score -646787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -646790.000000 Penalty: 2621.504150
	Iteration 19Q: 3 clusters Score -646790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -646816.750000 Penalty: 2621.504150
	Iteration 20F: 3 clusters Score -646816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -646846.187500 Penalty: 2621.504150
	Iteration 21Q: 3 clusters Score -646846.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -646883.437500 Penalty: 2621.504150
	Iteration 22Q: 3 clusters Score -646883.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -646911.812500 Penalty: 2621.504150
	Iteration 23Q: 3 clusters Score -646911.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -646934.875000 Penalty: 2621.504150
	Iteration 24Q: 3 clusters Score -646934.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -646952.500000 Penalty: 2621.504150
	Iteration 25Q: 3 clusters Score -646952.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -646961.812500 Penalty: 2621.504150
	Iteration 26Q: 3 clusters Score -646961.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -646972.562500 Penalty: 2621.504150
	Iteration 27Q: 3 clusters Score -646972.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -646981.187500 Penalty: 2621.504150
	Iteration 28Q: 3 clusters Score -646981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -646984.250000 Penalty: 2621.504150
	Iteration 29Q: 3 clusters Score -646984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -646989.562500 Penalty: 2621.504150
	Iteration 30Q: 3 clusters Score -646989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -646996.437500 Penalty: 2621.504150
	Iteration 31Q: 3 clusters Score -646996.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -646999.687500 Penalty: 2621.504150
	Iteration 32Q: 3 clusters Score -646999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -647003.437500 Penalty: 2621.504150
	Iteration 33Q: 3 clusters Score -647003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -647004.937500 Penalty: 2621.504150
	Iteration 34Q: 3 clusters Score -647004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -647005.500000 Penalty: 2621.504150
	Iteration 35Q: 3 clusters Score -647005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -647007.250000 Penalty: 2621.504150
	Iteration 36Q: 3 clusters Score -647007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -647006.062500 Penalty: 2621.504150
	Iteration 37Q: 3 clusters Score -647006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -647006.062500 Penalty: 2621.504150
	Iteration 38F: 3 clusters Score -647006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Entering Unmasked Estep 
Score: -111001920.000000 Penalty: 86365.070312
Splitting cluster 15 changes total score from -110947752.000000 to -111001920.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 16 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -2199577.250000 Penalty: 1462.126709
	Iteration 0F: 2 clusters Score -2199577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2187435.500000 Penalty: 2924.253418
	Iteration 0F: 3 clusters Score -2187436 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2191685.750000 Penalty: 2924.253418
	Iteration 1F: 3 clusters Score -2191686 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2192127.500000 Penalty: 2924.253418
	Iteration 2F: 3 clusters Score -2192128 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2192454.500000 Penalty: 2924.253418
	Iteration 3Q: 3 clusters Score -2192454 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2192713.500000 Penalty: 2924.253418
	Iteration 4Q: 3 clusters Score -2192714 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2192941.250000 Penalty: 2924.253418
	Iteration 5Q: 3 clusters Score -2192941 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2193156.250000 Penalty: 2924.253418
	Iteration 6Q: 3 clusters Score -2193156 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2193430.500000 Penalty: 2924.253418
	Iteration 7Q: 3 clusters Score -2193430 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2193786.750000 Penalty: 2924.253418
	Iteration 8Q: 3 clusters Score -2193787 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2194284.500000 Penalty: 2924.253418
	Iteration 9Q: 3 clusters Score -2194284 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2194899.750000 Penalty: 2924.253418
	Iteration 10F: 3 clusters Score -2194900 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2195665.750000 Penalty: 2924.253418
	Iteration 11F: 3 clusters Score -2195666 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2196502.000000 Penalty: 2924.253418
	Iteration 12F: 3 clusters Score -2196502 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2197214.000000 Penalty: 2924.253418
	Iteration 13Q: 3 clusters Score -2197214 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2197673.750000 Penalty: 2924.253418
	Iteration 14Q: 3 clusters Score -2197674 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2197951.500000 Penalty: 2924.253418
	Iteration 15Q: 3 clusters Score -2197952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2198114.500000 Penalty: 2924.253418
	Iteration 16Q: 3 clusters Score -2198114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2198223.000000 Penalty: 2924.253418
	Iteration 17Q: 3 clusters Score -2198223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2198277.500000 Penalty: 2924.253418
	Iteration 18Q: 3 clusters Score -2198278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2198310.250000 Penalty: 2924.253418
	Iteration 19Q: 3 clusters Score -2198310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2198323.000000 Penalty: 2924.253418
	Iteration 20F: 3 clusters Score -2198323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2198340.500000 Penalty: 2924.253418
	Iteration 21Q: 3 clusters Score -2198340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2198348.500000 Penalty: 2924.253418
	Iteration 22Q: 3 clusters Score -2198348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2198367.750000 Penalty: 2924.253418
	Iteration 23Q: 3 clusters Score -2198368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2198371.000000 Penalty: 2924.253418
	Iteration 24Q: 3 clusters Score -2198371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2198380.250000 Penalty: 2924.253418
	Iteration 25Q: 3 clusters Score -2198380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2198380.250000 Penalty: 2924.253418
	Iteration 26F: 3 clusters Score -2198380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1080541.125000 Penalty: 1365.951050
	Iteration 0F: 2 clusters Score -1080541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1074040.250000 Penalty: 2731.902100
	Iteration 0F: 3 clusters Score -1074040 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1076735.000000 Penalty: 2731.902100
	Iteration 1F: 3 clusters Score -1076735 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1077597.875000 Penalty: 2731.902100
	Iteration 2F: 3 clusters Score -1077598 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1078344.750000 Penalty: 2731.902100
	Iteration 3F: 3 clusters Score -1078345 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1079060.375000 Penalty: 2731.902100
	Iteration 4F: 3 clusters Score -1079060 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1079720.250000 Penalty: 2731.902100
	Iteration 5F: 3 clusters Score -1079720 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1080174.875000 Penalty: 2731.902100
	Iteration 6F: 3 clusters Score -1080175 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1080453.625000 Penalty: 2731.902100
	Iteration 7Q: 3 clusters Score -1080454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1080627.250000 Penalty: 2731.902100
	Iteration 8Q: 3 clusters Score -1080627 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1080719.875000 Penalty: 2731.902100
	Iteration 9Q: 3 clusters Score -1080720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1080764.125000 Penalty: 2731.902100
	Iteration 10Q: 3 clusters Score -1080764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1080791.875000 Penalty: 2731.902100
	Iteration 11Q: 3 clusters Score -1080792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1080812.375000 Penalty: 2731.902100
	Iteration 12Q: 3 clusters Score -1080812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1080826.500000 Penalty: 2731.902100
	Iteration 13Q: 3 clusters Score -1080826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1080835.375000 Penalty: 2731.902100
	Iteration 14Q: 3 clusters Score -1080835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1080837.125000 Penalty: 2731.902100
	Iteration 15Q: 3 clusters Score -1080837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1080843.000000 Penalty: 2731.902100
	Iteration 16Q: 3 clusters Score -1080843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1080844.750000 Penalty: 2731.902100
	Iteration 17Q: 3 clusters Score -1080845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1080846.875000 Penalty: 2731.902100
	Iteration 18Q: 3 clusters Score -1080847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1080851.125000 Penalty: 2731.902100
	Iteration 19Q: 3 clusters Score -1080851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1080850.625000 Penalty: 2731.902100
	Iteration 20F: 3 clusters Score -1080851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1080849.625000 Penalty: 2731.902100
	Iteration 21Q: 3 clusters Score -1080850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1080851.125000 Penalty: 2731.902100
	Iteration 22Q: 3 clusters Score -1080851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1080852.875000 Penalty: 2731.902100
	Iteration 23Q: 3 clusters Score -1080853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1080855.625000 Penalty: 2731.902100
	Iteration 24Q: 3 clusters Score -1080856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1080856.500000 Penalty: 2731.902100
	Iteration 25Q: 3 clusters Score -1080856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1080856.625000 Penalty: 2731.902100
	Iteration 26Q: 3 clusters Score -1080857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1080854.500000 Penalty: 2731.902100
	Iteration 27Q: 3 clusters Score -1080854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1080855.000000 Penalty: 2731.902100
	Iteration 28Q: 3 clusters Score -1080855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1080856.000000 Penalty: 2731.902100
	Iteration 29Q: 3 clusters Score -1080856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1080855.625000 Penalty: 2731.902100
	Iteration 30Q: 3 clusters Score -1080856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1080856.625000 Penalty: 2731.902100
	Iteration 31Q: 3 clusters Score -1080857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1080856.625000 Penalty: 2731.902100
	Iteration 32Q: 3 clusters Score -1080857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1080860.250000 Penalty: 2731.902100
	Iteration 33Q: 3 clusters Score -1080860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1080863.500000 Penalty: 2731.902100
	Iteration 34Q: 3 clusters Score -1080864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1080865.250000 Penalty: 2731.902100
	Iteration 35Q: 3 clusters Score -1080865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1080866.500000 Penalty: 2731.902100
	Iteration 36Q: 3 clusters Score -1080866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1080867.750000 Penalty: 2731.902100
	Iteration 37Q: 3 clusters Score -1080868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1080867.875000 Penalty: 2731.902100
	Iteration 38Q: 3 clusters Score -1080868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1080870.125000 Penalty: 2731.902100
	Iteration 39Q: 3 clusters Score -1080870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1080869.250000 Penalty: 2731.902100
	Iteration 40F: 3 clusters Score -1080869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Entering Unmasked Estep 
Score: -111001752.000000 Penalty: 88421.382812
Splitting cluster 17 changes total score from -110947752.000000 to -111001752.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 18 (47101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Entering Unmasked Estep 
Score: -5436954.000000 Penalty: 1601.095459
	Iteration 0F: 2 clusters Score -5436954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5406228.000000 Penalty: 3202.190918
	Iteration 0F: 3 clusters Score -5406228 nChanged 21714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5418500.000000 Penalty: 3202.190918
	Iteration 1F: 3 clusters Score -5418500 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5419549.500000 Penalty: 3202.190918
	Iteration 2Q: 3 clusters Score -5419550 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5421157.000000 Penalty: 3202.190918
	Iteration 3F: 3 clusters Score -5421157 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -5423622.500000 Penalty: 3202.190918
	Iteration 4F: 3 clusters Score -5423622 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5427494.000000 Penalty: 3202.190918
	Iteration 5F: 3 clusters Score -5427494 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -5432770.000000 Penalty: 3202.190918
	Iteration 6F: 3 clusters Score -5432770 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5437285.000000 Penalty: 3202.190918
	Iteration 7F: 3 clusters Score -5437285 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -5440013.000000 Penalty: 3202.190918
	Iteration 8F: 3 clusters Score -5440013 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5441599.000000 Penalty: 3202.190918
	Iteration 9Q: 3 clusters Score -5441599 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -5442445.500000 Penalty: 3202.190918
	Iteration 10Q: 3 clusters Score -5442446 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5442929.000000 Penalty: 3202.190918
	Iteration 11Q: 3 clusters Score -5442929 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5443218.500000 Penalty: 3202.190918
	Iteration 12Q: 3 clusters Score -5443218 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5443429.000000 Penalty: 3202.190918
	Iteration 13Q: 3 clusters Score -5443429 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5443581.000000 Penalty: 3202.190918
	Iteration 14Q: 3 clusters Score -5443581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5443693.500000 Penalty: 3202.190918
	Iteration 15Q: 3 clusters Score -5443694 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5443793.000000 Penalty: 3202.190918
	Iteration 16Q: 3 clusters Score -5443793 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5443825.500000 Penalty: 3202.190918
	Iteration 17Q: 3 clusters Score -5443826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5443862.500000 Penalty: 3202.190918
	Iteration 18Q: 3 clusters Score -5443862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5443888.500000 Penalty: 3202.190918
	Iteration 19Q: 3 clusters Score -5443888 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5443935.000000 Penalty: 3202.190918
	Iteration 20F: 3 clusters Score -5443935 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5443939.000000 Penalty: 3202.190918
	Iteration 21Q: 3 clusters Score -5443939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5443952.500000 Penalty: 3202.190918
	Iteration 22Q: 3 clusters Score -5443952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5443968.500000 Penalty: 3202.190918
	Iteration 23Q: 3 clusters Score -5443968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5443957.500000 Penalty: 3202.190918
	Iteration 24Q: 3 clusters Score -5443958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5443962.500000 Penalty: 3202.190918
	Iteration 25Q: 3 clusters Score -5443962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5443961.500000 Penalty: 3202.190918
	Iteration 26Q: 3 clusters Score -5443962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5443962.000000 Penalty: 3202.190918
	Iteration 27Q: 3 clusters Score -5443962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -5443961.000000 Penalty: 3202.190918
	Iteration 28Q: 3 clusters Score -5443961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5443965.500000 Penalty: 3202.190918
	Iteration 29Q: 3 clusters Score -5443966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5443960.000000 Penalty: 3202.190918
	Iteration 30Q: 3 clusters Score -5443960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -5443960.000000 Penalty: 3202.190918
	Iteration 31Q: 3 clusters Score -5443960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -5443967.500000 Penalty: 3202.190918
	Iteration 32Q: 3 clusters Score -5443968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5443970.000000 Penalty: 3202.190918
	Iteration 33Q: 3 clusters Score -5443970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5443973.500000 Penalty: 3202.190918
	Iteration 34Q: 3 clusters Score -5443974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -5443972.500000 Penalty: 3202.190918
	Iteration 35Q: 3 clusters Score -5443972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5443966.000000 Penalty: 3202.190918
	Iteration 36Q: 3 clusters Score -5443966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -5443968.000000 Penalty: 3202.190918
	Iteration 37Q: 3 clusters Score -5443968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5443966.000000 Penalty: 3202.190918
	Iteration 38Q: 3 clusters Score -5443966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5443966.000000 Penalty: 3202.190918
	Iteration 39F: 3 clusters Score -5443966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Entering Unmasked Estep 
Score: -111008240.000000 Penalty: 90477.687500
Splitting cluster 18 changes total score from -110947752.000000 to -111008240.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 19 (6892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Entering Unmasked Estep 
Score: -776649.687500 Penalty: 1315.111816
	Iteration 0F: 2 clusters Score -776649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -771762.875000 Penalty: 2630.223633
	Iteration 0F: 3 clusters Score -771762.9 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -773224.062500 Penalty: 2630.223633
	Iteration 1F: 3 clusters Score -773224.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -773480.625000 Penalty: 2630.223633
	Iteration 2F: 3 clusters Score -773480.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -773685.000000 Penalty: 2630.223633
	Iteration 3F: 3 clusters Score -773685 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -773846.812500 Penalty: 2630.223633
	Iteration 4Q: 3 clusters Score -773846.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -773986.125000 Penalty: 2630.223633
	Iteration 5Q: 3 clusters Score -773986.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -774113.187500 Penalty: 2630.223633
	Iteration 6Q: 3 clusters Score -774113.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -774238.437500 Penalty: 2630.223633
	Iteration 7Q: 3 clusters Score -774238.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -774355.625000 Penalty: 2630.223633
	Iteration 8Q: 3 clusters Score -774355.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -774463.562500 Penalty: 2630.223633
	Iteration 9Q: 3 clusters Score -774463.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -774576.750000 Penalty: 2630.223633
	Iteration 10Q: 3 clusters Score -774576.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -774712.562500 Penalty: 2630.223633
	Iteration 11Q: 3 clusters Score -774712.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -774875.500000 Penalty: 2630.223633
	Iteration 12Q: 3 clusters Score -774875.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -775032.125000 Penalty: 2630.223633
	Iteration 13Q: 3 clusters Score -775032.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -775153.687500 Penalty: 2630.223633
	Iteration 14Q: 3 clusters Score -775153.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -775251.562500 Penalty: 2630.223633
	Iteration 15Q: 3 clusters Score -775251.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -775336.125000 Penalty: 2630.223633
	Iteration 16Q: 3 clusters Score -775336.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -775407.437500 Penalty: 2630.223633
	Iteration 17Q: 3 clusters Score -775407.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -775451.812500 Penalty: 2630.223633
	Iteration 18Q: 3 clusters Score -775451.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -775473.062500 Penalty: 2630.223633
	Iteration 19Q: 3 clusters Score -775473.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -775489.187500 Penalty: 2630.223633
	Iteration 20F: 3 clusters Score -775489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -775504.625000 Penalty: 2630.223633
	Iteration 21Q: 3 clusters Score -775504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -775521.875000 Penalty: 2630.223633
	Iteration 22Q: 3 clusters Score -775521.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -775532.312500 Penalty: 2630.223633
	Iteration 23Q: 3 clusters Score -775532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -775538.875000 Penalty: 2630.223633
	Iteration 24Q: 3 clusters Score -775538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -775545.875000 Penalty: 2630.223633
	Iteration 25Q: 3 clusters Score -775545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -775553.625000 Penalty: 2630.223633
	Iteration 26Q: 3 clusters Score -775553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -775559.312500 Penalty: 2630.223633
	Iteration 27Q: 3 clusters Score -775559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -775565.562500 Penalty: 2630.223633
	Iteration 28Q: 3 clusters Score -775565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -775571.125000 Penalty: 2630.223633
	Iteration 29Q: 3 clusters Score -775571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -775578.875000 Penalty: 2630.223633
	Iteration 30Q: 3 clusters Score -775578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -775580.187500 Penalty: 2630.223633
	Iteration 31Q: 3 clusters Score -775580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -775584.812500 Penalty: 2630.223633
	Iteration 32Q: 3 clusters Score -775584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -775590.625000 Penalty: 2630.223633
	Iteration 33Q: 3 clusters Score -775590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -775593.187500 Penalty: 2630.223633
	Iteration 34Q: 3 clusters Score -775593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -775594.312500 Penalty: 2630.223633
	Iteration 35Q: 3 clusters Score -775594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -775595.312500 Penalty: 2630.223633
	Iteration 36Q: 3 clusters Score -775595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -775595.437500 Penalty: 2630.223633
	Iteration 37Q: 3 clusters Score -775595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -775599.437500 Penalty: 2630.223633
	Iteration 38Q: 3 clusters Score -775599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -775599.437500 Penalty: 2630.223633
	Iteration 39F: 3 clusters Score -775599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -761297.187500 Penalty: 1316.080200
	Iteration 0F: 2 clusters Score -761297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -756414.500000 Penalty: 2632.160400
	Iteration 0F: 3 clusters Score -756414.5 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -758047.187500 Penalty: 2632.160400
	Iteration 1F: 3 clusters Score -758047.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -758412.937500 Penalty: 2632.160400
	Iteration 2F: 3 clusters Score -758412.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -758790.625000 Penalty: 2632.160400
	Iteration 3F: 3 clusters Score -758790.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -759349.250000 Penalty: 2632.160400
	Iteration 4F: 3 clusters Score -759349.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -760128.437500 Penalty: 2632.160400
	Iteration 5F: 3 clusters Score -760128.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -760985.062500 Penalty: 2632.160400
	Iteration 6F: 3 clusters Score -760985.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -761908.187500 Penalty: 2632.160400
	Iteration 7F: 3 clusters Score -761908.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -762514.375000 Penalty: 2632.160400
	Iteration 8F: 3 clusters Score -762514.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -762843.375000 Penalty: 2632.160400
	Iteration 9Q: 3 clusters Score -762843.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -763046.812500 Penalty: 2632.160400
	Iteration 10Q: 3 clusters Score -763046.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -763148.500000 Penalty: 2632.160400
	Iteration 11Q: 3 clusters Score -763148.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -763188.375000 Penalty: 2632.160400
	Iteration 12Q: 3 clusters Score -763188.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -763206.625000 Penalty: 2632.160400
	Iteration 13Q: 3 clusters Score -763206.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -763212.625000 Penalty: 2632.160400
	Iteration 14Q: 3 clusters Score -763212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -763218.562500 Penalty: 2632.160400
	Iteration 15Q: 3 clusters Score -763218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -763222.687500 Penalty: 2632.160400
	Iteration 16Q: 3 clusters Score -763222.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -763226.437500 Penalty: 2632.160400
	Iteration 17Q: 3 clusters Score -763226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -763226.187500 Penalty: 2632.160400
	Iteration 18Q: 3 clusters Score -763226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -763227.375000 Penalty: 2632.160400
	Iteration 19Q: 3 clusters Score -763227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -763226.375000 Penalty: 2632.160400
	Iteration 20F: 3 clusters Score -763226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -763226.750000 Penalty: 2632.160400
	Iteration 21Q: 3 clusters Score -763226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -763226.125000 Penalty: 2632.160400
	Iteration 22Q: 3 clusters Score -763226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -763226.125000 Penalty: 2632.160400
	Iteration 23F: 3 clusters Score -763226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 58207 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Entering Unmasked Estep 
Score: -111009656.000000 Penalty: 92534.007812
Splitting cluster 20 changes total score from -110947752.000000 to -111009656.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1266491.125000 Penalty: 1394.444702
	Iteration 0F: 2 clusters Score -1266491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1258685.375000 Penalty: 2788.889404
	Iteration 0F: 3 clusters Score -1258685 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1261254.875000 Penalty: 2788.889404
	Iteration 1F: 3 clusters Score -1261255 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1261635.000000 Penalty: 2788.889404
	Iteration 2F: 3 clusters Score -1261635 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1261946.125000 Penalty: 2788.889404
	Iteration 3F: 3 clusters Score -1261946 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1262213.000000 Penalty: 2788.889404
	Iteration 4Q: 3 clusters Score -1262213 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1262500.875000 Penalty: 2788.889404
	Iteration 5Q: 3 clusters Score -1262501 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1262798.750000 Penalty: 2788.889404
	Iteration 6Q: 3 clusters Score -1262799 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1263092.250000 Penalty: 2788.889404
	Iteration 7Q: 3 clusters Score -1263092 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1263393.500000 Penalty: 2788.889404
	Iteration 8Q: 3 clusters Score -1263394 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1263689.375000 Penalty: 2788.889404
	Iteration 9Q: 3 clusters Score -1263689 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1263925.500000 Penalty: 2788.889404
	Iteration 10Q: 3 clusters Score -1263926 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1264093.000000 Penalty: 2788.889404
	Iteration 11Q: 3 clusters Score -1264093 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1264210.375000 Penalty: 2788.889404
	Iteration 12Q: 3 clusters Score -1264210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1264304.250000 Penalty: 2788.889404
	Iteration 13Q: 3 clusters Score -1264304 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1264384.750000 Penalty: 2788.889404
	Iteration 14Q: 3 clusters Score -1264385 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1264446.250000 Penalty: 2788.889404
	Iteration 15Q: 3 clusters Score -1264446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1264488.875000 Penalty: 2788.889404
	Iteration 16Q: 3 clusters Score -1264489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1264531.000000 Penalty: 2788.889404
	Iteration 17Q: 3 clusters Score -1264531 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1264568.125000 Penalty: 2788.889404
	Iteration 18Q: 3 clusters Score -1264568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1264604.875000 Penalty: 2788.889404
	Iteration 19Q: 3 clusters Score -1264605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1264632.500000 Penalty: 2788.889404
	Iteration 20F: 3 clusters Score -1264632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1264652.625000 Penalty: 2788.889404
	Iteration 21Q: 3 clusters Score -1264653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1264678.250000 Penalty: 2788.889404
	Iteration 22Q: 3 clusters Score -1264678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1264695.375000 Penalty: 2788.889404
	Iteration 23Q: 3 clusters Score -1264695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1264711.375000 Penalty: 2788.889404
	Iteration 24Q: 3 clusters Score -1264711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1264732.500000 Penalty: 2788.889404
	Iteration 25Q: 3 clusters Score -1264732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1264748.375000 Penalty: 2788.889404
	Iteration 26Q: 3 clusters Score -1264748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1264753.625000 Penalty: 2788.889404
	Iteration 27Q: 3 clusters Score -1264754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1264768.375000 Penalty: 2788.889404
	Iteration 28Q: 3 clusters Score -1264768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1264777.000000 Penalty: 2788.889404
	Iteration 29Q: 3 clusters Score -1264777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1264783.875000 Penalty: 2788.889404
	Iteration 30Q: 3 clusters Score -1264784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1264794.625000 Penalty: 2788.889404
	Iteration 31Q: 3 clusters Score -1264795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1264803.250000 Penalty: 2788.889404
	Iteration 32Q: 3 clusters Score -1264803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1264812.500000 Penalty: 2788.889404
	Iteration 33Q: 3 clusters Score -1264812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1264816.875000 Penalty: 2788.889404
	Iteration 34Q: 3 clusters Score -1264817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1264831.250000 Penalty: 2788.889404
	Iteration 35Q: 3 clusters Score -1264831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1264832.000000 Penalty: 2788.889404
	Iteration 36Q: 3 clusters Score -1264832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1264850.250000 Penalty: 2788.889404
	Iteration 37Q: 3 clusters Score -1264850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1264866.375000 Penalty: 2788.889404
	Iteration 38Q: 3 clusters Score -1264866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1264882.250000 Penalty: 2788.889404
	Iteration 39Q: 3 clusters Score -1264882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1264893.375000 Penalty: 2788.889404
	Iteration 40F: 3 clusters Score -1264893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1264910.625000 Penalty: 2788.889404
	Iteration 41Q: 3 clusters Score -1264911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1264934.000000 Penalty: 2788.889404
	Iteration 42Q: 3 clusters Score -1264934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1264943.875000 Penalty: 2788.889404
	Iteration 43Q: 3 clusters Score -1264944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1264959.250000 Penalty: 2788.889404
	Iteration 44Q: 3 clusters Score -1264959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1264970.750000 Penalty: 2788.889404
	Iteration 45Q: 3 clusters Score -1264971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1264985.875000 Penalty: 2788.889404
	Iteration 46Q: 3 clusters Score -1264986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1265000.125000 Penalty: 2788.889404
	Iteration 47Q: 3 clusters Score -1265000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1265022.375000 Penalty: 2788.889404
	Iteration 48Q: 3 clusters Score -1265022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1265043.625000 Penalty: 2788.889404
	Iteration 49Q: 3 clusters Score -1265044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1265062.125000 Penalty: 2788.889404
	Iteration 50Q: 3 clusters Score -1265062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1265077.875000 Penalty: 2788.889404
	Iteration 51Q: 3 clusters Score -1265078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1265094.250000 Penalty: 2788.889404
	Iteration 52Q: 3 clusters Score -1265094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1265114.250000 Penalty: 2788.889404
	Iteration 53Q: 3 clusters Score -1265114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1265123.250000 Penalty: 2788.889404
	Iteration 54Q: 3 clusters Score -1265123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1265135.375000 Penalty: 2788.889404
	Iteration 55Q: 3 clusters Score -1265135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1265145.500000 Penalty: 2788.889404
	Iteration 56Q: 3 clusters Score -1265146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1265159.125000 Penalty: 2788.889404
	Iteration 57Q: 3 clusters Score -1265159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1265169.375000 Penalty: 2788.889404
	Iteration 58Q: 3 clusters Score -1265169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1265181.375000 Penalty: 2788.889404
	Iteration 59Q: 3 clusters Score -1265181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1265188.125000 Penalty: 2788.889404
	Iteration 60F: 3 clusters Score -1265188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1265202.000000 Penalty: 2788.889404
	Iteration 61Q: 3 clusters Score -1265202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1265209.625000 Penalty: 2788.889404
	Iteration 62Q: 3 clusters Score -1265210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1265219.375000 Penalty: 2788.889404
	Iteration 63Q: 3 clusters Score -1265219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1265224.625000 Penalty: 2788.889404
	Iteration 64Q: 3 clusters Score -1265225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1265234.250000 Penalty: 2788.889404
	Iteration 65Q: 3 clusters Score -1265234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1265232.875000 Penalty: 2788.889404
	Iteration 66Q: 3 clusters Score -1265233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1265237.500000 Penalty: 2788.889404
	Iteration 67Q: 3 clusters Score -1265238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1265242.500000 Penalty: 2788.889404
	Iteration 68Q: 3 clusters Score -1265242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1265247.500000 Penalty: 2788.889404
	Iteration 69Q: 3 clusters Score -1265248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1265251.125000 Penalty: 2788.889404
	Iteration 70Q: 3 clusters Score -1265251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1265250.500000 Penalty: 2788.889404
	Iteration 71Q: 3 clusters Score -1265250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1265254.750000 Penalty: 2788.889404
	Iteration 72Q: 3 clusters Score -1265255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1265257.750000 Penalty: 2788.889404
	Iteration 73Q: 3 clusters Score -1265258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1265263.250000 Penalty: 2788.889404
	Iteration 74Q: 3 clusters Score -1265263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1265267.750000 Penalty: 2788.889404
	Iteration 75Q: 3 clusters Score -1265268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1265275.250000 Penalty: 2788.889404
	Iteration 76Q: 3 clusters Score -1265275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1265279.125000 Penalty: 2788.889404
	Iteration 77Q: 3 clusters Score -1265279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1265283.625000 Penalty: 2788.889404
	Iteration 78Q: 3 clusters Score -1265284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1265289.250000 Penalty: 2788.889404
	Iteration 79Q: 3 clusters Score -1265289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1265300.500000 Penalty: 2788.889404
	Iteration 80F: 3 clusters Score -1265300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1265302.250000 Penalty: 2788.889404
	Iteration 81Q: 3 clusters Score -1265302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1265301.375000 Penalty: 2788.889404
	Iteration 82Q: 3 clusters Score -1265301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1265304.500000 Penalty: 2788.889404
	Iteration 83Q: 3 clusters Score -1265304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1265312.000000 Penalty: 2788.889404
	Iteration 84Q: 3 clusters Score -1265312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1265317.750000 Penalty: 2788.889404
	Iteration 85Q: 3 clusters Score -1265318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1265321.250000 Penalty: 2788.889404
	Iteration 86Q: 3 clusters Score -1265321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1265329.625000 Penalty: 2788.889404
	Iteration 87Q: 3 clusters Score -1265330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1265331.875000 Penalty: 2788.889404
	Iteration 88Q: 3 clusters Score -1265332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1265334.125000 Penalty: 2788.889404
	Iteration 89Q: 3 clusters Score -1265334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1265336.750000 Penalty: 2788.889404
	Iteration 90Q: 3 clusters Score -1265337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1265342.875000 Penalty: 2788.889404
	Iteration 91Q: 3 clusters Score -1265343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1265343.375000 Penalty: 2788.889404
	Iteration 92Q: 3 clusters Score -1265343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1265349.625000 Penalty: 2788.889404
	Iteration 93Q: 3 clusters Score -1265350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1265350.500000 Penalty: 2788.889404
	Iteration 94Q: 3 clusters Score -1265350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1265355.375000 Penalty: 2788.889404
	Iteration 95Q: 3 clusters Score -1265355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1265359.625000 Penalty: 2788.889404
	Iteration 96Q: 3 clusters Score -1265360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1265361.875000 Penalty: 2788.889404
	Iteration 97Q: 3 clusters Score -1265362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1265364.375000 Penalty: 2788.889404
	Iteration 98Q: 3 clusters Score -1265364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1265366.250000 Penalty: 2788.889404
	Iteration 99Q: 3 clusters Score -1265366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1265368.375000 Penalty: 2788.889404
	Iteration 100F: 3 clusters Score -1265368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1265372.125000 Penalty: 2788.889404
	Iteration 101Q: 3 clusters Score -1265372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1265373.500000 Penalty: 2788.889404
	Iteration 102Q: 3 clusters Score -1265374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1265376.000000 Penalty: 2788.889404
	Iteration 103Q: 3 clusters Score -1265376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1265380.250000 Penalty: 2788.889404
	Iteration 104Q: 3 clusters Score -1265380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1265387.500000 Penalty: 2788.889404
	Iteration 105Q: 3 clusters Score -1265388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1265391.250000 Penalty: 2788.889404
	Iteration 106Q: 3 clusters Score -1265391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1265395.875000 Penalty: 2788.889404
	Iteration 107Q: 3 clusters Score -1265396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1265399.500000 Penalty: 2788.889404
	Iteration 108Q: 3 clusters Score -1265400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1265403.125000 Penalty: 2788.889404
	Iteration 109Q: 3 clusters Score -1265403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1265408.875000 Penalty: 2788.889404
	Iteration 110Q: 3 clusters Score -1265409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1265418.000000 Penalty: 2788.889404
	Iteration 111Q: 3 clusters Score -1265418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1265425.625000 Penalty: 2788.889404
	Iteration 112Q: 3 clusters Score -1265426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1265430.875000 Penalty: 2788.889404
	Iteration 113Q: 3 clusters Score -1265431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1265440.875000 Penalty: 2788.889404
	Iteration 114Q: 3 clusters Score -1265441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1265446.125000 Penalty: 2788.889404
	Iteration 115Q: 3 clusters Score -1265446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1265449.375000 Penalty: 2788.889404
	Iteration 116Q: 3 clusters Score -1265449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1265456.875000 Penalty: 2788.889404
	Iteration 117Q: 3 clusters Score -1265457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1265467.750000 Penalty: 2788.889404
	Iteration 118Q: 3 clusters Score -1265468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1265473.375000 Penalty: 2788.889404
	Iteration 119Q: 3 clusters Score -1265473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1265478.625000 Penalty: 2788.889404
	Iteration 120F: 3 clusters Score -1265479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1265485.375000 Penalty: 2788.889404
	Iteration 121Q: 3 clusters Score -1265485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1265490.875000 Penalty: 2788.889404
	Iteration 122Q: 3 clusters Score -1265491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1265498.000000 Penalty: 2788.889404
	Iteration 123Q: 3 clusters Score -1265498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1265506.000000 Penalty: 2788.889404
	Iteration 124Q: 3 clusters Score -1265506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1265510.750000 Penalty: 2788.889404
	Iteration 125Q: 3 clusters Score -1265511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1265519.500000 Penalty: 2788.889404
	Iteration 126Q: 3 clusters Score -1265520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1265525.625000 Penalty: 2788.889404
	Iteration 127Q: 3 clusters Score -1265526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1265540.000000 Penalty: 2788.889404
	Iteration 128Q: 3 clusters Score -1265540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1265558.375000 Penalty: 2788.889404
	Iteration 129Q: 3 clusters Score -1265558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1265572.625000 Penalty: 2788.889404
	Iteration 130Q: 3 clusters Score -1265573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1265588.875000 Penalty: 2788.889404
	Iteration 131Q: 3 clusters Score -1265589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1265593.125000 Penalty: 2788.889404
	Iteration 132Q: 3 clusters Score -1265593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1265598.250000 Penalty: 2788.889404
	Iteration 133Q: 3 clusters Score -1265598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1265600.000000 Penalty: 2788.889404
	Iteration 134Q: 3 clusters Score -1265600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1265600.750000 Penalty: 2788.889404
	Iteration 135Q: 3 clusters Score -1265601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1265603.250000 Penalty: 2788.889404
	Iteration 136Q: 3 clusters Score -1265603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1265607.250000 Penalty: 2788.889404
	Iteration 137Q: 3 clusters Score -1265607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1265607.250000 Penalty: 2788.889404
	Iteration 138F: 3 clusters Score -1265607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Entering Unmasked Estep 
Score: -2429477.000000 Penalty: 1491.594360
	Iteration 0F: 2 clusters Score -2429477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2414668.250000 Penalty: 2983.188721
	Iteration 0F: 3 clusters Score -2414668 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2420132.500000 Penalty: 2983.188721
	Iteration 1F: 3 clusters Score -2420132 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2420567.750000 Penalty: 2983.188721
	Iteration 2F: 3 clusters Score -2420568 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2420968.500000 Penalty: 2983.188721
	Iteration 3Q: 3 clusters Score -2420968 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2421404.750000 Penalty: 2983.188721
	Iteration 4Q: 3 clusters Score -2421405 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2421907.000000 Penalty: 2983.188721
	Iteration 5Q: 3 clusters Score -2421907 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2422541.000000 Penalty: 2983.188721
	Iteration 6Q: 3 clusters Score -2422541 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2423358.250000 Penalty: 2983.188721
	Iteration 7F: 3 clusters Score -2423358 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2424385.500000 Penalty: 2983.188721
	Iteration 8F: 3 clusters Score -2424386 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2425436.250000 Penalty: 2983.188721
	Iteration 9F: 3 clusters Score -2425436 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2426410.250000 Penalty: 2983.188721
	Iteration 10F: 3 clusters Score -2426410 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2427196.000000 Penalty: 2983.188721
	Iteration 11Q: 3 clusters Score -2427196 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2427737.250000 Penalty: 2983.188721
	Iteration 12Q: 3 clusters Score -2427737 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2428062.250000 Penalty: 2983.188721
	Iteration 13Q: 3 clusters Score -2428062 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2428254.250000 Penalty: 2983.188721
	Iteration 14Q: 3 clusters Score -2428254 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2428376.500000 Penalty: 2983.188721
	Iteration 15Q: 3 clusters Score -2428376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2428439.500000 Penalty: 2983.188721
	Iteration 16Q: 3 clusters Score -2428440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2428487.750000 Penalty: 2983.188721
	Iteration 17Q: 3 clusters Score -2428488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2428518.500000 Penalty: 2983.188721
	Iteration 18Q: 3 clusters Score -2428518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2428537.500000 Penalty: 2983.188721
	Iteration 19Q: 3 clusters Score -2428538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2428564.500000 Penalty: 2983.188721
	Iteration 20F: 3 clusters Score -2428564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2428581.250000 Penalty: 2983.188721
	Iteration 21Q: 3 clusters Score -2428581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2428584.500000 Penalty: 2983.188721
	Iteration 22Q: 3 clusters Score -2428584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2428593.000000 Penalty: 2983.188721
	Iteration 23Q: 3 clusters Score -2428593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2428597.750000 Penalty: 2983.188721
	Iteration 24Q: 3 clusters Score -2428598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2428598.000000 Penalty: 2983.188721
	Iteration 25Q: 3 clusters Score -2428598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2428600.750000 Penalty: 2983.188721
	Iteration 26Q: 3 clusters Score -2428601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2428598.250000 Penalty: 2983.188721
	Iteration 27Q: 3 clusters Score -2428598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2428598.500000 Penalty: 2983.188721
	Iteration 28Q: 3 clusters Score -2428598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2428597.250000 Penalty: 2983.188721
	Iteration 29Q: 3 clusters Score -2428597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2428597.250000 Penalty: 2983.188721
	Iteration 30F: 3 clusters Score -2428597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Entering Unmasked Estep 
Score: -6501069.500000 Penalty: 1632.598022
	Iteration 0F: 2 clusters Score -6501070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -6463021.000000 Penalty: 3265.196045
	Iteration 0F: 3 clusters Score -6463021 nChanged 27030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -6478794.500000 Penalty: 3265.196045
	Iteration 1F: 3 clusters Score -6478794 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -6480255.000000 Penalty: 3265.196045
	Iteration 2F: 3 clusters Score -6480255 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -6482208.500000 Penalty: 3265.196045
	Iteration 3F: 3 clusters Score -6482208 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -6484560.000000 Penalty: 3265.196045
	Iteration 4F: 3 clusters Score -6484560 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -6486980.000000 Penalty: 3265.196045
	Iteration 5F: 3 clusters Score -6486980 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6489115.000000 Penalty: 3265.196045
	Iteration 6F: 3 clusters Score -6489115 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -6490696.500000 Penalty: 3265.196045
	Iteration 7F: 3 clusters Score -6490696 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -6491875.500000 Penalty: 3265.196045
	Iteration 8Q: 3 clusters Score -6491876 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -6492651.000000 Penalty: 3265.196045
	Iteration 9Q: 3 clusters Score -6492651 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -6493056.000000 Penalty: 3265.196045
	Iteration 10Q: 3 clusters Score -6493056 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -6493474.500000 Penalty: 3265.196045
	Iteration 11Q: 3 clusters Score -6493474 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -6493692.000000 Penalty: 3265.196045
	Iteration 12Q: 3 clusters Score -6493692 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -6493856.500000 Penalty: 3265.196045
	Iteration 13Q: 3 clusters Score -6493856 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -6493971.500000 Penalty: 3265.196045
	Iteration 14Q: 3 clusters Score -6493972 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6494123.000000 Penalty: 3265.196045
	Iteration 15Q: 3 clusters Score -6494123 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -6494215.500000 Penalty: 3265.196045
	Iteration 16Q: 3 clusters Score -6494216 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6494342.500000 Penalty: 3265.196045
	Iteration 17Q: 3 clusters Score -6494342 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -6494383.500000 Penalty: 3265.196045
	Iteration 18Q: 3 clusters Score -6494384 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6494473.500000 Penalty: 3265.196045
	Iteration 19Q: 3 clusters Score -6494474 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6494596.500000 Penalty: 3265.196045
	Iteration 20F: 3 clusters Score -6494596 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -6494658.500000 Penalty: 3265.196045
	Iteration 21Q: 3 clusters Score -6494658 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -6494740.000000 Penalty: 3265.196045
	Iteration 22Q: 3 clusters Score -6494740 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6494850.000000 Penalty: 3265.196045
	Iteration 23Q: 3 clusters Score -6494850 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -6494934.000000 Penalty: 3265.196045
	Iteration 24Q: 3 clusters Score -6494934 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -6495031.000000 Penalty: 3265.196045
	Iteration 25Q: 3 clusters Score -6495031 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -6495127.500000 Penalty: 3265.196045
	Iteration 26Q: 3 clusters Score -6495128 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6495165.000000 Penalty: 3265.196045
	Iteration 27Q: 3 clusters Score -6495165 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6495252.000000 Penalty: 3265.196045
	Iteration 28Q: 3 clusters Score -6495252 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -6495288.000000 Penalty: 3265.196045
	Iteration 29Q: 3 clusters Score -6495288 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6495328.500000 Penalty: 3265.196045
	Iteration 30Q: 3 clusters Score -6495328 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6495368.000000 Penalty: 3265.196045
	Iteration 31Q: 3 clusters Score -6495368 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -6495408.500000 Penalty: 3265.196045
	Iteration 32Q: 3 clusters Score -6495408 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -6495433.500000 Penalty: 3265.196045
	Iteration 33Q: 3 clusters Score -6495434 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -6495491.000000 Penalty: 3265.196045
	Iteration 34Q: 3 clusters Score -6495491 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6495522.000000 Penalty: 3265.196045
	Iteration 35Q: 3 clusters Score -6495522 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -6495549.500000 Penalty: 3265.196045
	Iteration 36Q: 3 clusters Score -6495550 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -6495586.000000 Penalty: 3265.196045
	Iteration 37Q: 3 clusters Score -6495586 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -6495630.500000 Penalty: 3265.196045
	Iteration 38Q: 3 clusters Score -6495630 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -6495685.000000 Penalty: 3265.196045
	Iteration 39Q: 3 clusters Score -6495685 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6495727.500000 Penalty: 3265.196045
	Iteration 40F: 3 clusters Score -6495728 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -6495761.500000 Penalty: 3265.196045
	Iteration 41Q: 3 clusters Score -6495762 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -6495832.500000 Penalty: 3265.196045
	Iteration 42Q: 3 clusters Score -6495832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -6495879.000000 Penalty: 3265.196045
	Iteration 43Q: 3 clusters Score -6495879 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6495924.500000 Penalty: 3265.196045
	Iteration 44Q: 3 clusters Score -6495924 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -6495973.500000 Penalty: 3265.196045
	Iteration 45Q: 3 clusters Score -6495974 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -6496025.500000 Penalty: 3265.196045
	Iteration 46Q: 3 clusters Score -6496026 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -6496072.000000 Penalty: 3265.196045
	Iteration 47Q: 3 clusters Score -6496072 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -6496124.000000 Penalty: 3265.196045
	Iteration 48Q: 3 clusters Score -6496124 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -6496196.000000 Penalty: 3265.196045
	Iteration 49Q: 3 clusters Score -6496196 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -6496279.500000 Penalty: 3265.196045
	Iteration 50Q: 3 clusters Score -6496280 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -6496383.000000 Penalty: 3265.196045
	Iteration 51Q: 3 clusters Score -6496383 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -6496445.500000 Penalty: 3265.196045
	Iteration 52Q: 3 clusters Score -6496446 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -6496576.500000 Penalty: 3265.196045
	Iteration 53Q: 3 clusters Score -6496576 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -6496651.000000 Penalty: 3265.196045
	Iteration 54Q: 3 clusters Score -6496651 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -6496754.000000 Penalty: 3265.196045
	Iteration 55Q: 3 clusters Score -6496754 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -6496855.000000 Penalty: 3265.196045
	Iteration 56Q: 3 clusters Score -6496855 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -6496980.500000 Penalty: 3265.196045
	Iteration 57Q: 3 clusters Score -6496980 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6497096.000000 Penalty: 3265.196045
	Iteration 58Q: 3 clusters Score -6497096 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -6497208.500000 Penalty: 3265.196045
	Iteration 59Q: 3 clusters Score -6497208 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -6497399.500000 Penalty: 3265.196045
	Iteration 60F: 3 clusters Score -6497400 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -6497599.500000 Penalty: 3265.196045
	Iteration 61Q: 3 clusters Score -6497600 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -6497808.500000 Penalty: 3265.196045
	Iteration 62Q: 3 clusters Score -6497808 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -6498021.000000 Penalty: 3265.196045
	Iteration 63Q: 3 clusters Score -6498021 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -6498264.000000 Penalty: 3265.196045
	Iteration 64Q: 3 clusters Score -6498264 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -6498576.000000 Penalty: 3265.196045
	Iteration 65Q: 3 clusters Score -6498576 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -6498893.500000 Penalty: 3265.196045
	Iteration 66Q: 3 clusters Score -6498894 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6499219.000000 Penalty: 3265.196045
	Iteration 67Q: 3 clusters Score -6499219 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6499544.000000 Penalty: 3265.196045
	Iteration 68Q: 3 clusters Score -6499544 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -6499867.500000 Penalty: 3265.196045
	Iteration 69Q: 3 clusters Score -6499868 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -6500137.500000 Penalty: 3265.196045
	Iteration 70Q: 3 clusters Score -6500138 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -6500367.000000 Penalty: 3265.196045
	Iteration 71Q: 3 clusters Score -6500367 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6500544.500000 Penalty: 3265.196045
	Iteration 72Q: 3 clusters Score -6500544 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6500719.500000 Penalty: 3265.196045
	Iteration 73Q: 3 clusters Score -6500720 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6500892.500000 Penalty: 3265.196045
	Iteration 74Q: 3 clusters Score -6500892 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6501032.000000 Penalty: 3265.196045
	Iteration 75Q: 3 clusters Score -6501032 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6501162.000000 Penalty: 3265.196045
	Iteration 76Q: 3 clusters Score -6501162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6501247.000000 Penalty: 3265.196045
	Iteration 77Q: 3 clusters Score -6501247 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6501322.500000 Penalty: 3265.196045
	Iteration 78Q: 3 clusters Score -6501322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6501400.000000 Penalty: 3265.196045
	Iteration 79Q: 3 clusters Score -6501400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6501448.000000 Penalty: 3265.196045
	Iteration 80F: 3 clusters Score -6501448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6501485.000000 Penalty: 3265.196045
	Iteration 81Q: 3 clusters Score -6501485 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6501523.000000 Penalty: 3265.196045
	Iteration 82Q: 3 clusters Score -6501523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6501550.500000 Penalty: 3265.196045
	Iteration 83Q: 3 clusters Score -6501550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6501582.500000 Penalty: 3265.196045
	Iteration 84Q: 3 clusters Score -6501582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6501598.000000 Penalty: 3265.196045
	Iteration 85Q: 3 clusters Score -6501598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6501615.000000 Penalty: 3265.196045
	Iteration 86Q: 3 clusters Score -6501615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6501624.000000 Penalty: 3265.196045
	Iteration 87Q: 3 clusters Score -6501624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6501636.000000 Penalty: 3265.196045
	Iteration 88Q: 3 clusters Score -6501636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6501649.000000 Penalty: 3265.196045
	Iteration 89Q: 3 clusters Score -6501649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6501663.000000 Penalty: 3265.196045
	Iteration 90Q: 3 clusters Score -6501663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6501666.000000 Penalty: 3265.196045
	Iteration 91Q: 3 clusters Score -6501666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6501661.000000 Penalty: 3265.196045
	Iteration 92Q: 3 clusters Score -6501661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6501669.500000 Penalty: 3265.196045
	Iteration 93Q: 3 clusters Score -6501670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6501665.000000 Penalty: 3265.196045
	Iteration 94Q: 3 clusters Score -6501665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6501674.000000 Penalty: 3265.196045
	Iteration 95Q: 3 clusters Score -6501674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6501676.500000 Penalty: 3265.196045
	Iteration 96Q: 3 clusters Score -6501676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6501677.000000 Penalty: 3265.196045
	Iteration 97Q: 3 clusters Score -6501677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6501684.000000 Penalty: 3265.196045
	Iteration 98Q: 3 clusters Score -6501684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6501687.000000 Penalty: 3265.196045
	Iteration 99Q: 3 clusters Score -6501687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6501693.500000 Penalty: 3265.196045
	Iteration 100F: 3 clusters Score -6501694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6501702.000000 Penalty: 3265.196045
	Iteration 101Q: 3 clusters Score -6501702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6501708.000000 Penalty: 3265.196045
	Iteration 102Q: 3 clusters Score -6501708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6501713.500000 Penalty: 3265.196045
	Iteration 103Q: 3 clusters Score -6501714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6501716.500000 Penalty: 3265.196045
	Iteration 104Q: 3 clusters Score -6501716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6501721.000000 Penalty: 3265.196045
	Iteration 105Q: 3 clusters Score -6501721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6501717.500000 Penalty: 3265.196045
	Iteration 106Q: 3 clusters Score -6501718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6501719.500000 Penalty: 3265.196045
	Iteration 107Q: 3 clusters Score -6501720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6501723.000000 Penalty: 3265.196045
	Iteration 108Q: 3 clusters Score -6501723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6501725.000000 Penalty: 3265.196045
	Iteration 109Q: 3 clusters Score -6501725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6501723.500000 Penalty: 3265.196045
	Iteration 110Q: 3 clusters Score -6501724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6501724.000000 Penalty: 3265.196045
	Iteration 111Q: 3 clusters Score -6501724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6501727.000000 Penalty: 3265.196045
	Iteration 112Q: 3 clusters Score -6501727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6501736.500000 Penalty: 3265.196045
	Iteration 113Q: 3 clusters Score -6501736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6501732.500000 Penalty: 3265.196045
	Iteration 114Q: 3 clusters Score -6501732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6501734.500000 Penalty: 3265.196045
	Iteration 115Q: 3 clusters Score -6501734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6501735.000000 Penalty: 3265.196045
	Iteration 116Q: 3 clusters Score -6501735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6501732.500000 Penalty: 3265.196045
	Iteration 117Q: 3 clusters Score -6501732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6501735.500000 Penalty: 3265.196045
	Iteration 118Q: 3 clusters Score -6501736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6501735.500000 Penalty: 3265.196045
	Iteration 119F: 3 clusters Score -6501736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Entering Unmasked Estep 
Score: -111009864.000000 Penalty: 94590.312500
Splitting cluster 23 changes total score from -110947752.000000 to -111009864.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 24 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -99755.062500 Penalty: 1082.132935
	Iteration 0F: 2 clusters Score -99755.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98760.460938 Penalty: 2164.265869
	Iteration 0F: 3 clusters Score -98760.46 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -102384.742188 Penalty: 2164.265869
	Iteration 1F: 3 clusters Score -102384.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104234.609375 Penalty: 2164.265869
	Iteration 2F: 3 clusters Score -104234.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -105110.273438 Penalty: 2164.265869
	Iteration 3F: 3 clusters Score -105110.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105573.804688 Penalty: 2164.265869
	Iteration 4Q: 3 clusters Score -105573.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106040.585938 Penalty: 2164.265869
	Iteration 5Q: 3 clusters Score -106040.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -106766.695312 Penalty: 2164.265869
	Iteration 6Q: 3 clusters Score -106766.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -107309.375000 Penalty: 2164.265869
	Iteration 7Q: 3 clusters Score -107309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107439.273438 Penalty: 2164.265869
	Iteration 8Q: 3 clusters Score -107439.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107851.921875 Penalty: 2164.265869
	Iteration 9Q: 3 clusters Score -107851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107877.710938 Penalty: 2164.265869
	Iteration 10Q: 3 clusters Score -107877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107886.234375 Penalty: 2164.265869
	Iteration 11Q: 3 clusters Score -107886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107889.210938 Penalty: 2164.265869
	Iteration 12Q: 3 clusters Score -107889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107892.546875 Penalty: 2164.265869
	Iteration 13Q: 3 clusters Score -107892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107906.054688 Penalty: 2164.265869
	Iteration 14Q: 3 clusters Score -107906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107906.054688 Penalty: 2164.265869
	Iteration 15F: 3 clusters Score -107906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Mstep: Class 47 contains 561 members 
Entering Unmasked Estep 
Score: -111017280.000000 Penalty: 96646.625000
Splitting cluster 24 changes total score from -110947752.000000 to -111017280.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 25 (71183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Entering Unmasked Estep 
Score: -8332371.500000 Penalty: 1662.543701
	Iteration 0F: 2 clusters Score -8332372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8286247.500000 Penalty: 3325.087402
	Iteration 0F: 3 clusters Score -8286248 nChanged 33080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -8305105.500000 Penalty: 3325.087402
	Iteration 1F: 3 clusters Score -8305106 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -8306003.000000 Penalty: 3325.087402
	Iteration 2Q: 3 clusters Score -8306003 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -8307312.000000 Penalty: 3325.087402
	Iteration 3Q: 3 clusters Score -8307312 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -8308878.500000 Penalty: 3325.087402
	Iteration 4Q: 3 clusters Score -8308878 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -8310921.000000 Penalty: 3325.087402
	Iteration 5F: 3 clusters Score -8310921 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -8313310.000000 Penalty: 3325.087402
	Iteration 6F: 3 clusters Score -8313310 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -8315894.500000 Penalty: 3325.087402
	Iteration 7F: 3 clusters Score -8315894 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -8318181.500000 Penalty: 3325.087402
	Iteration 8F: 3 clusters Score -8318182 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -8320138.500000 Penalty: 3325.087402
	Iteration 9Q: 3 clusters Score -8320138 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8321724.000000 Penalty: 3325.087402
	Iteration 10Q: 3 clusters Score -8321724 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8322937.000000 Penalty: 3325.087402
	Iteration 11Q: 3 clusters Score -8322937 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -8324144.500000 Penalty: 3325.087402
	Iteration 12Q: 3 clusters Score -8324144 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -8325250.500000 Penalty: 3325.087402
	Iteration 13Q: 3 clusters Score -8325250 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -8326322.500000 Penalty: 3325.087402
	Iteration 14Q: 3 clusters Score -8326322 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -8327324.500000 Penalty: 3325.087402
	Iteration 15Q: 3 clusters Score -8327324 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -8328135.000000 Penalty: 3325.087402
	Iteration 16Q: 3 clusters Score -8328135 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8328814.000000 Penalty: 3325.087402
	Iteration 17Q: 3 clusters Score -8328814 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8329437.000000 Penalty: 3325.087402
	Iteration 18Q: 3 clusters Score -8329437 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8329979.500000 Penalty: 3325.087402
	Iteration 19Q: 3 clusters Score -8329980 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8330353.500000 Penalty: 3325.087402
	Iteration 20F: 3 clusters Score -8330354 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -8330656.000000 Penalty: 3325.087402
	Iteration 21Q: 3 clusters Score -8330656 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -8330903.500000 Penalty: 3325.087402
	Iteration 22Q: 3 clusters Score -8330904 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8331085.500000 Penalty: 3325.087402
	Iteration 23Q: 3 clusters Score -8331086 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8331249.000000 Penalty: 3325.087402
	Iteration 24Q: 3 clusters Score -8331249 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8331341.000000 Penalty: 3325.087402
	Iteration 25Q: 3 clusters Score -8331341 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8331436.500000 Penalty: 3325.087402
	Iteration 26Q: 3 clusters Score -8331436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8331510.000000 Penalty: 3325.087402
	Iteration 27Q: 3 clusters Score -8331510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8331548.500000 Penalty: 3325.087402
	Iteration 28Q: 3 clusters Score -8331548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8331582.000000 Penalty: 3325.087402
	Iteration 29Q: 3 clusters Score -8331582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8331626.500000 Penalty: 3325.087402
	Iteration 30Q: 3 clusters Score -8331626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8331654.000000 Penalty: 3325.087402
	Iteration 31Q: 3 clusters Score -8331654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8331675.500000 Penalty: 3325.087402
	Iteration 32Q: 3 clusters Score -8331676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8331697.000000 Penalty: 3325.087402
	Iteration 33Q: 3 clusters Score -8331697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8331693.500000 Penalty: 3325.087402
	Iteration 34Q: 3 clusters Score -8331694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8331695.500000 Penalty: 3325.087402
	Iteration 35Q: 3 clusters Score -8331696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8331697.500000 Penalty: 3325.087402
	Iteration 36Q: 3 clusters Score -8331698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8331705.000000 Penalty: 3325.087402
	Iteration 37Q: 3 clusters Score -8331705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8331704.000000 Penalty: 3325.087402
	Iteration 38Q: 3 clusters Score -8331704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8331707.000000 Penalty: 3325.087402
	Iteration 39Q: 3 clusters Score -8331707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8331691.500000 Penalty: 3325.087402
	Iteration 40F: 3 clusters Score -8331692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8331697.500000 Penalty: 3325.087402
	Iteration 41Q: 3 clusters Score -8331698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8331704.000000 Penalty: 3325.087402
	Iteration 42Q: 3 clusters Score -8331704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8331706.500000 Penalty: 3325.087402
	Iteration 43Q: 3 clusters Score -8331706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8331713.000000 Penalty: 3325.087402
	Iteration 44Q: 3 clusters Score -8331713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8331706.500000 Penalty: 3325.087402
	Iteration 45Q: 3 clusters Score -8331706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8331709.500000 Penalty: 3325.087402
	Iteration 46Q: 3 clusters Score -8331710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8331715.500000 Penalty: 3325.087402
	Iteration 47Q: 3 clusters Score -8331716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8331718.000000 Penalty: 3325.087402
	Iteration 48Q: 3 clusters Score -8331718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8331719.000000 Penalty: 3325.087402
	Iteration 49Q: 3 clusters Score -8331719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8331721.000000 Penalty: 3325.087402
	Iteration 50Q: 3 clusters Score -8331721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8331729.500000 Penalty: 3325.087402
	Iteration 51Q: 3 clusters Score -8331730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8331732.000000 Penalty: 3325.087402
	Iteration 52Q: 3 clusters Score -8331732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8331732.000000 Penalty: 3325.087402
	Iteration 53Q: 3 clusters Score -8331732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8331727.500000 Penalty: 3325.087402
	Iteration 54Q: 3 clusters Score -8331728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8331725.500000 Penalty: 3325.087402
	Iteration 55Q: 3 clusters Score -8331726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8331734.500000 Penalty: 3325.087402
	Iteration 56Q: 3 clusters Score -8331734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8331737.000000 Penalty: 3325.087402
	Iteration 57Q: 3 clusters Score -8331737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8331730.000000 Penalty: 3325.087402
	Iteration 58Q: 3 clusters Score -8331730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8331728.000000 Penalty: 3325.087402
	Iteration 59Q: 3 clusters Score -8331728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8331728.000000 Penalty: 3325.087402
	Iteration 60F: 3 clusters Score -8331728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Entering Unmasked Estep 
Score: -1386129.125000 Penalty: 1405.124023
	Iteration 0F: 2 clusters Score -1386129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1377762.875000 Penalty: 2810.248047
	Iteration 0F: 3 clusters Score -1377763 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1380497.125000 Penalty: 2810.248047
	Iteration 1F: 3 clusters Score -1380497 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1380897.375000 Penalty: 2810.248047
	Iteration 2F: 3 clusters Score -1380897 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1381290.875000 Penalty: 2810.248047
	Iteration 3F: 3 clusters Score -1381291 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1381724.375000 Penalty: 2810.248047
	Iteration 4F: 3 clusters Score -1381724 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1382253.875000 Penalty: 2810.248047
	Iteration 5F: 3 clusters Score -1382254 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1382796.875000 Penalty: 2810.248047
	Iteration 6F: 3 clusters Score -1382797 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1383511.750000 Penalty: 2810.248047
	Iteration 7F: 3 clusters Score -1383512 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1384423.375000 Penalty: 2810.248047
	Iteration 8F: 3 clusters Score -1384423 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1385412.625000 Penalty: 2810.248047
	Iteration 9F: 3 clusters Score -1385413 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1386286.000000 Penalty: 2810.248047
	Iteration 10F: 3 clusters Score -1386286 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1387170.125000 Penalty: 2810.248047
	Iteration 11F: 3 clusters Score -1387170 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1387885.250000 Penalty: 2810.248047
	Iteration 12Q: 3 clusters Score -1387885 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1388329.250000 Penalty: 2810.248047
	Iteration 13Q: 3 clusters Score -1388329 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1388576.375000 Penalty: 2810.248047
	Iteration 14Q: 3 clusters Score -1388576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1388661.500000 Penalty: 2810.248047
	Iteration 15Q: 3 clusters Score -1388662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1388709.875000 Penalty: 2810.248047
	Iteration 16Q: 3 clusters Score -1388710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1388733.875000 Penalty: 2810.248047
	Iteration 17Q: 3 clusters Score -1388734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1388744.375000 Penalty: 2810.248047
	Iteration 18Q: 3 clusters Score -1388744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1388754.500000 Penalty: 2810.248047
	Iteration 19Q: 3 clusters Score -1388754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1388757.875000 Penalty: 2810.248047
	Iteration 20F: 3 clusters Score -1388758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1388758.375000 Penalty: 2810.248047
	Iteration 21Q: 3 clusters Score -1388758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1388761.125000 Penalty: 2810.248047
	Iteration 22Q: 3 clusters Score -1388761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1388760.500000 Penalty: 2810.248047
	Iteration 23Q: 3 clusters Score -1388760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1388771.125000 Penalty: 2810.248047
	Iteration 24Q: 3 clusters Score -1388771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1388772.000000 Penalty: 2810.248047
	Iteration 25Q: 3 clusters Score -1388772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1388771.000000 Penalty: 2810.248047
	Iteration 26Q: 3 clusters Score -1388771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1388770.000000 Penalty: 2810.248047
	Iteration 27Q: 3 clusters Score -1388770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1388773.500000 Penalty: 2810.248047
	Iteration 28Q: 3 clusters Score -1388774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1388772.875000 Penalty: 2810.248047
	Iteration 29Q: 3 clusters Score -1388773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1388776.000000 Penalty: 2810.248047
	Iteration 30Q: 3 clusters Score -1388776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1388776.000000 Penalty: 2810.248047
	Iteration 31F: 3 clusters Score -1388776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 15178 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Mstep: Class 47 contains 561 members 
Mstep: Class 48 contains 7238 members 
Entering Unmasked Estep 
Score: -111019640.000000 Penalty: 98702.937500
Splitting cluster 26 changes total score from -110947752.000000 to -111019640.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 27 (15178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Entering Unmasked Estep 
Score: -1633583.375000 Penalty: 1432.587280
	Iteration 0F: 2 clusters Score -1633583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1623653.250000 Penalty: 2865.174561
	Iteration 0F: 3 clusters Score -1623653 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1627261.250000 Penalty: 2865.174561
	Iteration 1F: 3 clusters Score -1627261 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1627827.125000 Penalty: 2865.174561
	Iteration 2F: 3 clusters Score -1627827 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1628357.500000 Penalty: 2865.174561
	Iteration 3F: 3 clusters Score -1628358 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1628878.875000 Penalty: 2865.174561
	Iteration 4F: 3 clusters Score -1628879 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1629563.875000 Penalty: 2865.174561
	Iteration 5F: 3 clusters Score -1629564 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1630467.875000 Penalty: 2865.174561
	Iteration 6F: 3 clusters Score -1630468 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1631482.750000 Penalty: 2865.174561
	Iteration 7F: 3 clusters Score -1631483 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1632527.375000 Penalty: 2865.174561
	Iteration 8F: 3 clusters Score -1632527 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1633473.875000 Penalty: 2865.174561
	Iteration 9F: 3 clusters Score -1633474 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1634365.875000 Penalty: 2865.174561
	Iteration 10Q: 3 clusters Score -1634366 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1635091.625000 Penalty: 2865.174561
	Iteration 11Q: 3 clusters Score -1635092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1635694.625000 Penalty: 2865.174561
	Iteration 12Q: 3 clusters Score -1635695 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1636039.500000 Penalty: 2865.174561
	Iteration 13Q: 3 clusters Score -1636040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1636201.125000 Penalty: 2865.174561
	Iteration 14Q: 3 clusters Score -1636201 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1636322.250000 Penalty: 2865.174561
	Iteration 15Q: 3 clusters Score -1636322 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1636418.500000 Penalty: 2865.174561
	Iteration 16Q: 3 clusters Score -1636418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1636466.750000 Penalty: 2865.174561
	Iteration 17Q: 3 clusters Score -1636467 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1636504.000000 Penalty: 2865.174561
	Iteration 18Q: 3 clusters Score -1636504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1636518.750000 Penalty: 2865.174561
	Iteration 19Q: 3 clusters Score -1636519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1636534.250000 Penalty: 2865.174561
	Iteration 20F: 3 clusters Score -1636534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1636544.500000 Penalty: 2865.174561
	Iteration 21Q: 3 clusters Score -1636544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1636546.625000 Penalty: 2865.174561
	Iteration 22Q: 3 clusters Score -1636547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1636551.375000 Penalty: 2865.174561
	Iteration 23Q: 3 clusters Score -1636551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1636556.375000 Penalty: 2865.174561
	Iteration 24Q: 3 clusters Score -1636556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1636553.375000 Penalty: 2865.174561
	Iteration 25Q: 3 clusters Score -1636553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1636556.500000 Penalty: 2865.174561
	Iteration 26Q: 3 clusters Score -1636556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1636563.375000 Penalty: 2865.174561
	Iteration 27Q: 3 clusters Score -1636563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1636563.875000 Penalty: 2865.174561
	Iteration 28Q: 3 clusters Score -1636564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1636563.500000 Penalty: 2865.174561
	Iteration 29Q: 3 clusters Score -1636564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1636562.875000 Penalty: 2865.174561
	Iteration 30Q: 3 clusters Score -1636563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1636562.875000 Penalty: 2865.174561
	Iteration 31F: 3 clusters Score -1636563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Mstep: Class 47 contains 561 members 
Mstep: Class 48 contains 7238 members 
Mstep: Class 49 contains 9079 members 
Entering Unmasked Estep 
Score: -111021768.000000 Penalty: 100759.242188
Splitting cluster 27 changes total score from -110947752.000000 to -111021768.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (7199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Entering Unmasked Estep 
Score: -723431.125000 Penalty: 1321.596680
	Iteration 0F: 2 clusters Score -723431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -718371.500000 Penalty: 2643.193359
	Iteration 0F: 3 clusters Score -718371.5 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -720343.562500 Penalty: 2643.193359
	Iteration 1F: 3 clusters Score -720343.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -720959.812500 Penalty: 2643.193359
	Iteration 2F: 3 clusters Score -720959.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -721681.625000 Penalty: 2643.193359
	Iteration 3F: 3 clusters Score -721681.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -722469.437500 Penalty: 2643.193359
	Iteration 4F: 3 clusters Score -722469.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -723582.562500 Penalty: 2643.193359
	Iteration 5F: 3 clusters Score -723582.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -724855.500000 Penalty: 2643.193359
	Iteration 6F: 3 clusters Score -724855.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -725991.000000 Penalty: 2643.193359
	Iteration 7F: 3 clusters Score -725991 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -726754.812500 Penalty: 2643.193359
	Iteration 8F: 3 clusters Score -726754.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -727104.875000 Penalty: 2643.193359
	Iteration 9Q: 3 clusters Score -727104.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -727244.500000 Penalty: 2643.193359
	Iteration 10Q: 3 clusters Score -727244.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -727293.625000 Penalty: 2643.193359
	Iteration 11Q: 3 clusters Score -727293.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -727317.937500 Penalty: 2643.193359
	Iteration 12Q: 3 clusters Score -727317.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -727343.062500 Penalty: 2643.193359
	Iteration 13Q: 3 clusters Score -727343.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -727363.312500 Penalty: 2643.193359
	Iteration 14Q: 3 clusters Score -727363.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -727388.125000 Penalty: 2643.193359
	Iteration 15Q: 3 clusters Score -727388.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -727414.875000 Penalty: 2643.193359
	Iteration 16Q: 3 clusters Score -727414.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -727440.250000 Penalty: 2643.193359
	Iteration 17Q: 3 clusters Score -727440.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -727455.312500 Penalty: 2643.193359
	Iteration 18Q: 3 clusters Score -727455.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -727464.000000 Penalty: 2643.193359
	Iteration 19Q: 3 clusters Score -727464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -727465.750000 Penalty: 2643.193359
	Iteration 20F: 3 clusters Score -727465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -727466.250000 Penalty: 2643.193359
	Iteration 21Q: 3 clusters Score -727466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -727467.375000 Penalty: 2643.193359
	Iteration 22Q: 3 clusters Score -727467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -727467.375000 Penalty: 2643.193359
	Iteration 23F: 3 clusters Score -727467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 5103 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Mstep: Class 47 contains 561 members 
Mstep: Class 48 contains 7238 members 
Mstep: Class 49 contains 9079 members 
Mstep: Class 50 contains 2096 members 
Entering Unmasked Estep 
Score: -111025456.000000 Penalty: 102815.562500
Splitting cluster 28 changes total score from -110947752.000000 to -111025456.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 29 (12886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Entering Unmasked Estep 
Score: -1509072.500000 Penalty: 1408.227905
	Iteration 0F: 2 clusters Score -1509072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1500448.125000 Penalty: 2816.455811
	Iteration 0F: 3 clusters Score -1500448 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1503320.000000 Penalty: 2816.455811
	Iteration 1F: 3 clusters Score -1503320 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1503651.125000 Penalty: 2816.455811
	Iteration 2F: 3 clusters Score -1503651 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1503889.250000 Penalty: 2816.455811
	Iteration 3Q: 3 clusters Score -1503889 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1504043.500000 Penalty: 2816.455811
	Iteration 4Q: 3 clusters Score -1504044 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1504185.375000 Penalty: 2816.455811
	Iteration 5Q: 3 clusters Score -1504185 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1504319.750000 Penalty: 2816.455811
	Iteration 6Q: 3 clusters Score -1504320 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1504465.375000 Penalty: 2816.455811
	Iteration 7Q: 3 clusters Score -1504465 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1504645.125000 Penalty: 2816.455811
	Iteration 8Q: 3 clusters Score -1504645 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1504838.000000 Penalty: 2816.455811
	Iteration 9Q: 3 clusters Score -1504838 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1505083.000000 Penalty: 2816.455811
	Iteration 10Q: 3 clusters Score -1505083 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1505378.125000 Penalty: 2816.455811
	Iteration 11Q: 3 clusters Score -1505378 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1505711.125000 Penalty: 2816.455811
	Iteration 12Q: 3 clusters Score -1505711 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1506086.375000 Penalty: 2816.455811
	Iteration 13Q: 3 clusters Score -1506086 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1506567.500000 Penalty: 2816.455811
	Iteration 14Q: 3 clusters Score -1506568 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1507223.500000 Penalty: 2816.455811
	Iteration 15Q: 3 clusters Score -1507224 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1508233.125000 Penalty: 2816.455811
	Iteration 16Q: 3 clusters Score -1508233 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1508705.125000 Penalty: 2816.455811
	Iteration 17Q: 3 clusters Score -1508705 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1509039.750000 Penalty: 2816.455811
	Iteration 18Q: 3 clusters Score -1509040 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1509401.125000 Penalty: 2816.455811
	Iteration 19Q: 3 clusters Score -1509401 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1509904.625000 Penalty: 2816.455811
	Iteration 20F: 3 clusters Score -1509905 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1510517.875000 Penalty: 2816.455811
	Iteration 21Q: 3 clusters Score -1510518 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1511332.750000 Penalty: 2816.455811
	Iteration 22F: 3 clusters Score -1511333 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1512405.750000 Penalty: 2816.455811
	Iteration 23F: 3 clusters Score -1512406 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1513844.500000 Penalty: 2816.455811
	Iteration 24F: 3 clusters Score -1513844 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1515710.625000 Penalty: 2816.455811
	Iteration 25Q: 3 clusters Score -1515711 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1516737.500000 Penalty: 2816.455811
	Iteration 26Q: 3 clusters Score -1516738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1516817.375000 Penalty: 2816.455811
	Iteration 27Q: 3 clusters Score -1516817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1516822.875000 Penalty: 2816.455811
	Iteration 28Q: 3 clusters Score -1516823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1516822.875000 Penalty: 2816.455811
	Iteration 29F: 3 clusters Score -1516823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 5103 members 
Mstep: Class 29 contains 6826 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 77771 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Mstep: Class 47 contains 561 members 
Mstep: Class 48 contains 7238 members 
Mstep: Class 49 contains 9079 members 
Mstep: Class 50 contains 2096 members 
Mstep: Class 51 contains 6060 members 
Entering Unmasked Estep 
Score: -111032936.000000 Penalty: 104871.867188
Splitting cluster 29 changes total score from -110947752.000000 to -111032936.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 30 (11383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Entering Unmasked Estep 
Score: -1265923.625000 Penalty: 1389.773560
	Iteration 0F: 2 clusters Score -1265924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1258326.750000 Penalty: 2779.547119
	Iteration 0F: 3 clusters Score -1258327 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1260840.750000 Penalty: 2779.547119
	Iteration 1F: 3 clusters Score -1260841 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1261175.875000 Penalty: 2779.547119
	Iteration 2F: 3 clusters Score -1261176 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1261424.875000 Penalty: 2779.547119
	Iteration 3Q: 3 clusters Score -1261425 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1261659.625000 Penalty: 2779.547119
	Iteration 4Q: 3 clusters Score -1261660 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1261885.500000 Penalty: 2779.547119
	Iteration 5Q: 3 clusters Score -1261886 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1262136.250000 Penalty: 2779.547119
	Iteration 6Q: 3 clusters Score -1262136 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1262345.250000 Penalty: 2779.547119
	Iteration 7Q: 3 clusters Score -1262345 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1262566.375000 Penalty: 2779.547119
	Iteration 8Q: 3 clusters Score -1262566 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1262803.875000 Penalty: 2779.547119
	Iteration 9Q: 3 clusters Score -1262804 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1263018.875000 Penalty: 2779.547119
	Iteration 10Q: 3 clusters Score -1263019 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1263216.500000 Penalty: 2779.547119
	Iteration 11Q: 3 clusters Score -1263216 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1263402.625000 Penalty: 2779.547119
	Iteration 12Q: 3 clusters Score -1263403 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1263604.375000 Penalty: 2779.547119
	Iteration 13Q: 3 clusters Score -1263604 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1263805.625000 Penalty: 2779.547119
	Iteration 14Q: 3 clusters Score -1263806 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1263970.625000 Penalty: 2779.547119
	Iteration 15Q: 3 clusters Score -1263971 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1264099.375000 Penalty: 2779.547119
	Iteration 16Q: 3 clusters Score -1264099 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1264224.375000 Penalty: 2779.547119
	Iteration 17Q: 3 clusters Score -1264224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1264332.125000 Penalty: 2779.547119
	Iteration 18Q: 3 clusters Score -1264332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1264417.125000 Penalty: 2779.547119
	Iteration 19Q: 3 clusters Score -1264417 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1264491.375000 Penalty: 2779.547119
	Iteration 20F: 3 clusters Score -1264491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1264554.875000 Penalty: 2779.547119
	Iteration 21Q: 3 clusters Score -1264555 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1264602.250000 Penalty: 2779.547119
	Iteration 22Q: 3 clusters Score -1264602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1264646.625000 Penalty: 2779.547119
	Iteration 23Q: 3 clusters Score -1264647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1264693.000000 Penalty: 2779.547119
	Iteration 24Q: 3 clusters Score -1264693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1264729.750000 Penalty: 2779.547119
	Iteration 25Q: 3 clusters Score -1264730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1264761.750000 Penalty: 2779.547119
	Iteration 26Q: 3 clusters Score -1264762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1264805.250000 Penalty: 2779.547119
	Iteration 27Q: 3 clusters Score -1264805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1264842.250000 Penalty: 2779.547119
	Iteration 28Q: 3 clusters Score -1264842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1264879.375000 Penalty: 2779.547119
	Iteration 29Q: 3 clusters Score -1264879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1264914.000000 Penalty: 2779.547119
	Iteration 30Q: 3 clusters Score -1264914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1264938.625000 Penalty: 2779.547119
	Iteration 31Q: 3 clusters Score -1264939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1264964.125000 Penalty: 2779.547119
	Iteration 32Q: 3 clusters Score -1264964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1264993.375000 Penalty: 2779.547119
	Iteration 33Q: 3 clusters Score -1264993 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1265025.750000 Penalty: 2779.547119
	Iteration 34Q: 3 clusters Score -1265026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1265061.750000 Penalty: 2779.547119
	Iteration 35Q: 3 clusters Score -1265062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1265082.125000 Penalty: 2779.547119
	Iteration 36Q: 3 clusters Score -1265082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1265107.875000 Penalty: 2779.547119
	Iteration 37Q: 3 clusters Score -1265108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1265131.000000 Penalty: 2779.547119
	Iteration 38Q: 3 clusters Score -1265131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1265138.250000 Penalty: 2779.547119
	Iteration 39Q: 3 clusters Score -1265138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1265150.000000 Penalty: 2779.547119
	Iteration 40F: 3 clusters Score -1265150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1265160.000000 Penalty: 2779.547119
	Iteration 41Q: 3 clusters Score -1265160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1265172.125000 Penalty: 2779.547119
	Iteration 42Q: 3 clusters Score -1265172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1265174.000000 Penalty: 2779.547119
	Iteration 43Q: 3 clusters Score -1265174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1265183.000000 Penalty: 2779.547119
	Iteration 44Q: 3 clusters Score -1265183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1265192.500000 Penalty: 2779.547119
	Iteration 45Q: 3 clusters Score -1265192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1265188.250000 Penalty: 2779.547119
	Iteration 46Q: 3 clusters Score -1265188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1265191.750000 Penalty: 2779.547119
	Iteration 47Q: 3 clusters Score -1265192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1265194.500000 Penalty: 2779.547119
	Iteration 48Q: 3 clusters Score -1265194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1265196.375000 Penalty: 2779.547119
	Iteration 49Q: 3 clusters Score -1265196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1265199.875000 Penalty: 2779.547119
	Iteration 50Q: 3 clusters Score -1265200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1265201.375000 Penalty: 2779.547119
	Iteration 51Q: 3 clusters Score -1265201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1265200.750000 Penalty: 2779.547119
	Iteration 52Q: 3 clusters Score -1265201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1265199.750000 Penalty: 2779.547119
	Iteration 53Q: 3 clusters Score -1265200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1265198.625000 Penalty: 2779.547119
	Iteration 54Q: 3 clusters Score -1265199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1265200.875000 Penalty: 2779.547119
	Iteration 55Q: 3 clusters Score -1265201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1265201.625000 Penalty: 2779.547119
	Iteration 56Q: 3 clusters Score -1265202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1265201.625000 Penalty: 2779.547119
	Iteration 57F: 3 clusters Score -1265202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Entering Unmasked Estep 
Score: -8776008.000000 Penalty: 1675.714844
	Iteration 0F: 2 clusters Score -8776008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8725447.000000 Penalty: 3351.429688
	Iteration 0F: 3 clusters Score -8725447 nChanged 36651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -8746353.000000 Penalty: 3351.429688
	Iteration 1F: 3 clusters Score -8746353 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -8747333.000000 Penalty: 3351.429688
	Iteration 2Q: 3 clusters Score -8747333 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -8748647.000000 Penalty: 3351.429688
	Iteration 3Q: 3 clusters Score -8748647 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -8750694.000000 Penalty: 3351.429688
	Iteration 4F: 3 clusters Score -8750694 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -8753895.000000 Penalty: 3351.429688
	Iteration 5F: 3 clusters Score -8753895 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -8758389.000000 Penalty: 3351.429688
	Iteration 6F: 3 clusters Score -8758389 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -8763258.000000 Penalty: 3351.429688
	Iteration 7F: 3 clusters Score -8763258 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -8767421.000000 Penalty: 3351.429688
	Iteration 8F: 3 clusters Score -8767421 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -8770389.000000 Penalty: 3351.429688
	Iteration 9Q: 3 clusters Score -8770389 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -8772213.000000 Penalty: 3351.429688
	Iteration 10Q: 3 clusters Score -8772213 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -8773334.000000 Penalty: 3351.429688
	Iteration 11Q: 3 clusters Score -8773334 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8773939.000000 Penalty: 3351.429688
	Iteration 12Q: 3 clusters Score -8773939 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -8774388.000000 Penalty: 3351.429688
	Iteration 13Q: 3 clusters Score -8774388 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -8774657.000000 Penalty: 3351.429688
	Iteration 14Q: 3 clusters Score -8774657 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -8774903.000000 Penalty: 3351.429688
	Iteration 15Q: 3 clusters Score -8774903 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8775108.000000 Penalty: 3351.429688
	Iteration 16Q: 3 clusters Score -8775108 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -8775291.000000 Penalty: 3351.429688
	Iteration 17Q: 3 clusters Score -8775291 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -8775413.000000 Penalty: 3351.429688
	Iteration 18Q: 3 clusters Score -8775413 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -8775560.000000 Penalty: 3351.429688
	Iteration 19Q: 3 clusters Score -8775560 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8775685.000000 Penalty: 3351.429688
	Iteration 20F: 3 clusters Score -8775685 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8775794.000000 Penalty: 3351.429688
	Iteration 21Q: 3 clusters Score -8775794 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8775856.000000 Penalty: 3351.429688
	Iteration 22Q: 3 clusters Score -8775856 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -8775916.000000 Penalty: 3351.429688
	Iteration 23Q: 3 clusters Score -8775916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -8776001.000000 Penalty: 3351.429688
	Iteration 24Q: 3 clusters Score -8776001 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -8776026.000000 Penalty: 3351.429688
	Iteration 25Q: 3 clusters Score -8776026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -8776081.000000 Penalty: 3351.429688
	Iteration 26Q: 3 clusters Score -8776081 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -8776120.000000 Penalty: 3351.429688
	Iteration 27Q: 3 clusters Score -8776120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8776156.000000 Penalty: 3351.429688
	Iteration 28Q: 3 clusters Score -8776156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -8776198.000000 Penalty: 3351.429688
	Iteration 29Q: 3 clusters Score -8776198 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -8776249.000000 Penalty: 3351.429688
	Iteration 30Q: 3 clusters Score -8776249 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8776284.000000 Penalty: 3351.429688
	Iteration 31Q: 3 clusters Score -8776284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8776326.000000 Penalty: 3351.429688
	Iteration 32Q: 3 clusters Score -8776326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8776315.000000 Penalty: 3351.429688
	Iteration 33Q: 3 clusters Score -8776315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8776337.000000 Penalty: 3351.429688
	Iteration 34Q: 3 clusters Score -8776337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8776354.000000 Penalty: 3351.429688
	Iteration 35Q: 3 clusters Score -8776354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8776356.000000 Penalty: 3351.429688
	Iteration 36Q: 3 clusters Score -8776356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8776342.000000 Penalty: 3351.429688
	Iteration 37Q: 3 clusters Score -8776342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8776347.000000 Penalty: 3351.429688
	Iteration 38Q: 3 clusters Score -8776347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8776366.000000 Penalty: 3351.429688
	Iteration 39Q: 3 clusters Score -8776366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8776372.000000 Penalty: 3351.429688
	Iteration 40F: 3 clusters Score -8776372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8776377.000000 Penalty: 3351.429688
	Iteration 41Q: 3 clusters Score -8776377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -8776388.000000 Penalty: 3351.429688
	Iteration 42Q: 3 clusters Score -8776388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8776388.000000 Penalty: 3351.429688
	Iteration 43Q: 3 clusters Score -8776388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8776409.000000 Penalty: 3351.429688
	Iteration 44Q: 3 clusters Score -8776409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8776420.000000 Penalty: 3351.429688
	Iteration 45Q: 3 clusters Score -8776420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8776411.000000 Penalty: 3351.429688
	Iteration 46Q: 3 clusters Score -8776411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8776421.000000 Penalty: 3351.429688
	Iteration 47Q: 3 clusters Score -8776421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8776425.000000 Penalty: 3351.429688
	Iteration 48Q: 3 clusters Score -8776425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8776426.000000 Penalty: 3351.429688
	Iteration 49Q: 3 clusters Score -8776426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8776427.000000 Penalty: 3351.429688
	Iteration 50Q: 3 clusters Score -8776427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8776417.000000 Penalty: 3351.429688
	Iteration 51Q: 3 clusters Score -8776417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8776413.000000 Penalty: 3351.429688
	Iteration 52Q: 3 clusters Score -8776413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8776420.000000 Penalty: 3351.429688
	Iteration 53Q: 3 clusters Score -8776420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8776425.000000 Penalty: 3351.429688
	Iteration 54Q: 3 clusters Score -8776425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8776435.000000 Penalty: 3351.429688
	Iteration 55Q: 3 clusters Score -8776435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8776440.000000 Penalty: 3351.429688
	Iteration 56Q: 3 clusters Score -8776440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8776440.000000 Penalty: 3351.429688
	Iteration 57Q: 3 clusters Score -8776440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8776452.000000 Penalty: 3351.429688
	Iteration 58Q: 3 clusters Score -8776452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8776457.000000 Penalty: 3351.429688
	Iteration 59Q: 3 clusters Score -8776457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8776451.000000 Penalty: 3351.429688
	Iteration 60F: 3 clusters Score -8776451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8776456.000000 Penalty: 3351.429688
	Iteration 61Q: 3 clusters Score -8776456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8776455.000000 Penalty: 3351.429688
	Iteration 62Q: 3 clusters Score -8776455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8776450.000000 Penalty: 3351.429688
	Iteration 63Q: 3 clusters Score -8776450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8776443.000000 Penalty: 3351.429688
	Iteration 64Q: 3 clusters Score -8776443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8776453.000000 Penalty: 3351.429688
	Iteration 65Q: 3 clusters Score -8776453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8776441.000000 Penalty: 3351.429688
	Iteration 66Q: 3 clusters Score -8776441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8776443.000000 Penalty: 3351.429688
	Iteration 67Q: 3 clusters Score -8776443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8776448.000000 Penalty: 3351.429688
	Iteration 68Q: 3 clusters Score -8776448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8776452.000000 Penalty: 3351.429688
	Iteration 69Q: 3 clusters Score -8776452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8776450.000000 Penalty: 3351.429688
	Iteration 70Q: 3 clusters Score -8776450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8776432.000000 Penalty: 3351.429688
	Iteration 71Q: 3 clusters Score -8776432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -8776441.000000 Penalty: 3351.429688
	Iteration 72Q: 3 clusters Score -8776441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8776435.000000 Penalty: 3351.429688
	Iteration 73Q: 3 clusters Score -8776435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -8776437.000000 Penalty: 3351.429688
	Iteration 74Q: 3 clusters Score -8776437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8776438.000000 Penalty: 3351.429688
	Iteration 75Q: 3 clusters Score -8776438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8776435.000000 Penalty: 3351.429688
	Iteration 76Q: 3 clusters Score -8776435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8776435.000000 Penalty: 3351.429688
	Iteration 77F: 3 clusters Score -8776435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 5103 members 
Mstep: Class 29 contains 6826 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 74459 members 
Mstep: Class 32 contains 77100 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 41769 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 11401 members 
Mstep: Class 37 contains 794 members 
Mstep: Class 38 contains 108058 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 3651 members 
Mstep: Class 41 contains 17017 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 17383 members 
Mstep: Class 45 contains 2381 members 
Mstep: Class 46 contains 1755 members 
Mstep: Class 47 contains 561 members 
Mstep: Class 48 contains 7238 members 
Mstep: Class 49 contains 9079 members 
Mstep: Class 50 contains 2096 members 
Mstep: Class 51 contains 6060 members 
Mstep: Class 52 contains 3312 members 
Entering Unmasked Estep 
Score: -111032856.000000 Penalty: 106928.179688
Splitting cluster 31 changes total score from -110947752.000000 to -111032856.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (77100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Entering Unmasked Estep 
Score: -8554872.000000 Penalty: 1674.425293
	Iteration 0F: 2 clusters Score -8554872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -8504631.000000 Penalty: 3348.850586
	Iteration 0F: 3 clusters Score -8504631 nChanged 36294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8525148.000000 Penalty: 3348.850586
	Iteration 1F: 3 clusters Score -8525148 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -8525988.000000 Penalty: 3348.850586
	Iteration 2Q: 3 clusters Score -8525988 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -8527011.000000 Penalty: 3348.850586
	Iteration 3Q: 3 clusters Score -8527011 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -8528126.000000 Penalty: 3348.850586
	Iteration 4Q: 3 clusters Score -8528126 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -8529489.000000 Penalty: 3348.850586
	Iteration 5Q: 3 clusters Score -8529489 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -8531438.000000 Penalty: 3348.850586
	Iteration 6Q: 3 clusters Score -8531438 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -8533940.000000 Penalty: 3348.850586
	Iteration 7F: 3 clusters Score -8533940 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -8537025.000000 Penalty: 3348.850586
	Iteration 8F: 3 clusters Score -8537025 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8540069.000000 Penalty: 3348.850586
	Iteration 9F: 3 clusters Score -8540069 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -8542914.000000 Penalty: 3348.850586
	Iteration 10F: 3 clusters Score -8542914 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8544902.000000 Penalty: 3348.850586
	Iteration 11Q: 3 clusters Score -8544902 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -8546035.000000 Penalty: 3348.850586
	Iteration 12Q: 3 clusters Score -8546035 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -8546682.000000 Penalty: 3348.850586
	Iteration 13Q: 3 clusters Score -8546682 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -8547150.000000 Penalty: 3348.850586
	Iteration 14Q: 3 clusters Score -8547150 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8547544.000000 Penalty: 3348.850586
	Iteration 15Q: 3 clusters Score -8547544 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -8547964.000000 Penalty: 3348.850586
	Iteration 16Q: 3 clusters Score -8547964 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -8548311.000000 Penalty: 3348.850586
	Iteration 17Q: 3 clusters Score -8548311 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8548601.000000 Penalty: 3348.850586
	Iteration 18Q: 3 clusters Score -8548601 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -8548931.000000 Penalty: 3348.850586
	Iteration 19Q: 3 clusters Score -8548931 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8549145.000000 Penalty: 3348.850586
	Iteration 20F: 3 clusters Score -8549145 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8549422.000000 Penalty: 3348.850586
	Iteration 21Q: 3 clusters Score -8549422 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -8549598.000000 Penalty: 3348.850586
	Iteration 22Q: 3 clusters Score -8549598 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8549784.000000 Penalty: 3348.850586
	Iteration 23Q: 3 clusters Score -8549784 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8549929.000000 Penalty: 3348.850586
	Iteration 24Q: 3 clusters Score -8549929 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8550080.000000 Penalty: 3348.850586
	Iteration 25Q: 3 clusters Score -8550080 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8550278.000000 Penalty: 3348.850586
	Iteration 26Q: 3 clusters Score -8550278 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8550424.000000 Penalty: 3348.850586
	Iteration 27Q: 3 clusters Score -8550424 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8550553.000000 Penalty: 3348.850586
	Iteration 28Q: 3 clusters Score -8550553 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8550759.000000 Penalty: 3348.850586
	Iteration 29Q: 3 clusters Score -8550759 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8550899.000000 Penalty: 3348.850586
	Iteration 30Q: 3 clusters Score -8550899 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8551045.000000 Penalty: 3348.850586
	Iteration 31Q: 3 clusters Score -8551045 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8551229.000000 Penalty: 3348.850586
	Iteration 32Q: 3 clusters Score -8551229 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8551342.000000 Penalty: 3348.850586
	Iteration 33Q: 3 clusters Score -8551342 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8551546.000000 Penalty: 3348.850586
	Iteration 34Q: 3 clusters Score -8551546 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -8551643.000000 Penalty: 3348.850586
	Iteration 35Q: 3 clusters Score -8551643 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8551775.000000 Penalty: 3348.850586
	Iteration 36Q: 3 clusters Score -8551775 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -8551930.000000 Penalty: 3348.850586
	Iteration 37Q: 3 clusters Score -8551930 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8552021.000000 Penalty: 3348.850586
	Iteration 38Q: 3 clusters Score -8552021 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -8552086.000000 Penalty: 3348.850586
	Iteration 39Q: 3 clusters Score -8552086 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8552141.000000 Penalty: 3348.850586
	Iteration 40F: 3 clusters Score -8552141 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8552199.000000 Penalty: 3348.850586
	Iteration 41Q: 3 clusters Score -8552199 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8552259.000000 Penalty: 3348.850586
	Iteration 42Q: 3 clusters Score -8552259 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -8552280.000000 Penalty: 3348.850586
	Iteration 43Q: 3 clusters Score -8552280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -8552269.000000 Penalty: 3348.850586
	Iteration 44Q: 3 clusters Score -8552269 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8552281.000000 Penalty: 3348.850586
	Iteration 45Q: 3 clusters Score -8552281 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8552310.000000 Penalty: 3348.850586
	Iteration 46Q: 3 clusters Score -8552310 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8552313.000000 Penalty: 3348.850586
	Iteration 47Q: 3 clusters Score -8552313 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -8552320.000000 Penalty: 3348.850586
	Iteration 48Q: 3 clusters Score -8552320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -8552325.000000 Penalty: 3348.850586
	Iteration 49Q: 3 clusters Score -8552325 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -8552316.000000 Penalty: 3348.850586
	Iteration 50Q: 3 clusters Score -8552316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -8552355.000000 Penalty: 3348.850586
	Iteration 51Q: 3 clusters Score -8552355 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -8552361.000000 Penalty: 3348.850586
	Iteration 52Q: 3 clusters Score -8552361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -8552364.000000 Penalty: 3348.850586
	Iteration 53Q: 3 clusters Score -8552364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8552368.000000 Penalty: 3348.850586
	Iteration 54Q: 3 clusters Score -8552368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -8552380.000000 Penalty: 3348.850586
	Iteration 55Q: 3 clusters Score -8552380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -8552377.000000 Penalty: 3348.850586
	Iteration 56Q: 3 clusters Score -8552377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -8552371.000000 Penalty: 3348.850586
	Iteration 57Q: 3 clusters Score -8552371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -8552377.000000 Penalty: 3348.850586
	Iteration 58Q: 3 clusters Score -8552377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -8552379.000000 Penalty: 3348.850586
	Iteration 59Q: 3 clusters Score -8552379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -8552390.000000 Penalty: 3348.850586
	Iteration 60F: 3 clusters Score -8552390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -8552409.000000 Penalty: 3348.850586
	Iteration 61Q: 3 clusters Score -8552409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -8552409.000000 Penalty: 3348.850586
	Iteration 62Q: 3 clusters Score -8552409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -8552418.000000 Penalty: 3348.850586
	Iteration 63Q: 3 clusters Score -8552418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -8552423.000000 Penalty: 3348.850586
	Iteration 64Q: 3 clusters Score -8552423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -8552412.000000 Penalty: 3348.850586
	Iteration 65Q: 3 clusters Score -8552412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8552416.000000 Penalty: 3348.850586
	Iteration 66Q: 3 clusters Score -8552416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -8552414.000000 Penalty: 3348.850586
	Iteration 67Q: 3 clusters Score -8552414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8552404.000000 Penalty: 3348.850586
	Iteration 68Q: 3 clusters Score -8552404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -8552399.000000 Penalty: 3348.850586
	Iteration 69Q: 3 clusters Score -8552399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -8552397.000000 Penalty: 3348.850586
	Iteration 70Q: 3 clusters Score -8552397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8552402.000000 Penalty: 3348.850586
	Iteration 71Q: 3 clusters Score -8552402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -8552408.000000 Penalty: 3348.850586
	Iteration 72Q: 3 clusters Score -8552408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 3348.850586
	Iteration 73Q: 3 clusters Score -8552403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -8552407.000000 Penalty: 3348.850586
	Iteration 74Q: 3 clusters Score -8552407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8552409.000000 Penalty: 3348.850586
	Iteration 75Q: 3 clusters Score -8552409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -8552397.000000 Penalty: 3348.850586
	Iteration 76Q: 3 clusters Score -8552397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 3348.850586
	Iteration 77Q: 3 clusters Score -8552403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8552399.000000 Penalty: 3348.850586
	Iteration 78Q: 3 clusters Score -8552399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -8552404.000000 Penalty: 3348.850586
	Iteration 79Q: 3 clusters Score -8552404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 3348.850586
	Iteration 80F: 3 clusters Score -8552403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 3348.850586
	Iteration 81Q: 3 clusters Score -8552403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8552401.000000 Penalty: 3348.850586
	Iteration 82Q: 3 clusters Score -8552401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -8552402.000000 Penalty: 3348.850586
	Iteration 83Q: 3 clusters Score -8552402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -8552397.000000 Penalty: 3348.850586
	Iteration 84Q: 3 clusters Score -8552397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 3348.850586
	Iteration 85Q: 3 clusters Score -8552403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -8552401.000000 Penalty: 3348.850586
	Iteration 86Q: 3 clusters Score -8552401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -8552401.000000 Penalty: 3348.850586
	Iteration 87F: 3 clusters Score -8552401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 92277 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 56452 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 71183 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 5103 members 
Mstep: Class 29 contains 6826 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 74459 members 
Mstep: Class 32 contains 77100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111050592.000000 Penalty: 106928.179688
Iteration 79Q: 53 clusters Score -1.110506e+08 nChanged 28348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 25076 members 
Mstep: Class 3 contains 27299 members 
Mstep: Class 4 contains 92603 members 
Mstep: Class 5 contains 22734 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 14403 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 4963 members 
Mstep: Class 12 contains 36781 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 24918 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 18531 members 
Mstep: Class 17 contains 8199 members 
Mstep: Class 18 contains 30302 members 
Mstep: Class 19 contains 6870 members 
Mstep: Class 20 contains 5296 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 22975 members 
Mstep: Class 23 contains 56935 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 71226 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 6210 members 
Mstep: Class 28 contains 5893 members 
Mstep: Class 29 contains 7389 members 
Mstep: Class 30 contains 11291 members 
Mstep: Class 31 contains 75736 members 
Mstep: Class 32 contains 76710 members 
Mstep: Class 33 contains 20453 members 
Mstep: Class 34 contains 41234 members 
Mstep: Class 35 contains 6052 members 
Mstep: Class 36 contains 10562 members 
Mstep: Class 37 contains 790 members 
Mstep: Class 38 contains 105211 members 
Mstep: Class 39 contains 12244 members 
Mstep: Class 40 contains 3476 members 
Mstep: Class 41 contains 16394 members 
Mstep: Class 42 contains 4512 members 
Mstep: Class 43 contains 1766 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1892 members 
Mstep: Class 47 contains 563 members 
Mstep: Class 48 contains 7275 members 
Mstep: Class 49 contains 8796 members 
Mstep: Class 50 contains 1919 members 
Mstep: Class 51 contains 6251 members 
Mstep: Class 52 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067096.000000 Penalty: 106928.179688
Iteration 80F: 53 clusters Score -1.110671e+08 nChanged 21634
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 25070 members 
Mstep: Class 3 contains 27284 members 
Mstep: Class 4 contains 91627 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 16276 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 36770 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 18529 members 
Mstep: Class 17 contains 8456 members 
Mstep: Class 18 contains 30559 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 11757 members 
Mstep: Class 22 contains 21502 members 
Mstep: Class 23 contains 56684 members 
Mstep: Class 24 contains 883 members 
Mstep: Class 25 contains 70650 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 6054 members 
Mstep: Class 28 contains 6339 members 
Mstep: Class 29 contains 7673 members 
Mstep: Class 30 contains 11067 members 
Mstep: Class 31 contains 75905 members 
Mstep: Class 32 contains 75095 members 
Mstep: Class 33 contains 20496 members 
Mstep: Class 34 contains 41496 members 
Mstep: Class 35 contains 6816 members 
Mstep: Class 36 contains 10496 members 
Mstep: Class 37 contains 790 members 
Mstep: Class 38 contains 104938 members 
Mstep: Class 39 contains 12139 members 
Mstep: Class 40 contains 3572 members 
Mstep: Class 41 contains 17457 members 
Mstep: Class 42 contains 4839 members 
Mstep: Class 43 contains 1921 members 
Mstep: Class 44 contains 16215 members 
Mstep: Class 45 contains 2250 members 
Mstep: Class 46 contains 2143 members 
Mstep: Class 47 contains 651 members 
Mstep: Class 48 contains 7378 members 
Mstep: Class 49 contains 8840 members 
Mstep: Class 50 contains 1952 members 
Mstep: Class 51 contains 6478 members 
Mstep: Class 52 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111075696.000000 Penalty: 106928.179688
Iteration 81Q: 53 clusters Score -1.110757e+08 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 25069 members 
Mstep: Class 3 contains 27309 members 
Mstep: Class 4 contains 90822 members 
Mstep: Class 5 contains 21451 members 
Mstep: Class 6 contains 10290 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 14284 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 16538 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 12 contains 36780 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 18537 members 
Mstep: Class 17 contains 8733 members 
Mstep: Class 18 contains 30798 members 
Mstep: Class 19 contains 6739 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 11697 members 
Mstep: Class 22 contains 20512 members 
Mstep: Class 23 contains 56412 members 
Mstep: Class 24 contains 889 members 
Mstep: Class 25 contains 70208 members 
Mstep: Class 26 contains 5364 members 
Mstep: Class 27 contains 5960 members 
Mstep: Class 28 contains 6642 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 10899 members 
Mstep: Class 31 contains 76067 members 
Mstep: Class 32 contains 73870 members 
Mstep: Class 33 contains 20506 members 
Mstep: Class 34 contains 41560 members 
Mstep: Class 35 contains 7381 members 
Mstep: Class 36 contains 10429 members 
Mstep: Class 37 contains 796 members 
Mstep: Class 38 contains 104552 members 
Mstep: Class 39 contains 12013 members 
Mstep: Class 40 contains 3631 members 
Mstep: Class 41 contains 17966 members 
Mstep: Class 42 contains 5030 members 
Mstep: Class 43 contains 2013 members 
Mstep: Class 44 contains 16590 members 
Mstep: Class 45 contains 2307 members 
Mstep: Class 46 contains 2264 members 
Mstep: Class 47 contains 680 members 
Mstep: Class 48 contains 7462 members 
Mstep: Class 49 contains 8831 members 
Mstep: Class 50 contains 1962 members 
Mstep: Class 51 contains 6629 members 
Mstep: Class 52 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080368.000000 Penalty: 106928.179688
Iteration 82Q: 53 clusters Score -1.110804e+08 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 25053 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 90142 members 
Mstep: Class 5 contains 21124 members 
Mstep: Class 6 contains 10605 members 
Mstep: Class 7 contains 21256 members 
Mstep: Class 8 contains 14234 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 16814 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 24876 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 18541 members 
Mstep: Class 17 contains 8982 members 
Mstep: Class 18 contains 31020 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 11658 members 
Mstep: Class 22 contains 19876 members 
Mstep: Class 23 contains 56243 members 
Mstep: Class 24 contains 897 members 
Mstep: Class 25 contains 69825 members 
Mstep: Class 26 contains 5300 members 
Mstep: Class 27 contains 5893 members 
Mstep: Class 28 contains 6892 members 
Mstep: Class 29 contains 7925 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 76207 members 
Mstep: Class 32 contains 72886 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 41544 members 
Mstep: Class 35 contains 7865 members 
Mstep: Class 36 contains 10340 members 
Mstep: Class 37 contains 808 members 
Mstep: Class 38 contains 104115 members 
Mstep: Class 39 contains 11889 members 
Mstep: Class 40 contains 3674 members 
Mstep: Class 41 contains 18226 members 
Mstep: Class 42 contains 5144 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 16947 members 
Mstep: Class 45 contains 2342 members 
Mstep: Class 46 contains 2353 members 
Mstep: Class 47 contains 677 members 
Mstep: Class 48 contains 7541 members 
Mstep: Class 49 contains 8838 members 
Mstep: Class 50 contains 1975 members 
Mstep: Class 51 contains 6748 members 
Mstep: Class 52 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083480.000000 Penalty: 106928.179688
Iteration 83Q: 53 clusters Score -1.110835e+08 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 89612 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 10913 members 
Mstep: Class 7 contains 21275 members 
Mstep: Class 8 contains 14198 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17082 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 36832 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 24925 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 17 contains 9239 members 
Mstep: Class 18 contains 31198 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 7352 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 19387 members 
Mstep: Class 23 contains 56092 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 69435 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 5815 members 
Mstep: Class 28 contains 7053 members 
Mstep: Class 29 contains 7985 members 
Mstep: Class 30 contains 10575 members 
Mstep: Class 31 contains 76311 members 
Mstep: Class 32 contains 72066 members 
Mstep: Class 33 contains 20490 members 
Mstep: Class 34 contains 41506 members 
Mstep: Class 35 contains 8251 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 103754 members 
Mstep: Class 39 contains 11778 members 
Mstep: Class 40 contains 3731 members 
Mstep: Class 41 contains 18405 members 
Mstep: Class 42 contains 5232 members 
Mstep: Class 43 contains 2099 members 
Mstep: Class 44 contains 17242 members 
Mstep: Class 45 contains 2376 members 
Mstep: Class 46 contains 2415 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7614 members 
Mstep: Class 49 contains 8843 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 6830 members 
Mstep: Class 52 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111085800.000000 Penalty: 106928.179688
Iteration 84Q: 53 clusters Score -1.110858e+08 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 25035 members 
Mstep: Class 3 contains 27342 members 
Mstep: Class 4 contains 89167 members 
Mstep: Class 5 contains 20678 members 
Mstep: Class 6 contains 11144 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 14171 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 17329 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 36858 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 24966 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 18548 members 
Mstep: Class 17 contains 9496 members 
Mstep: Class 18 contains 31337 members 
Mstep: Class 19 contains 6647 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 11634 members 
Mstep: Class 22 contains 18992 members 
Mstep: Class 23 contains 55965 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 69093 members 
Mstep: Class 26 contains 5195 members 
Mstep: Class 27 contains 5750 members 
Mstep: Class 28 contains 7181 members 
Mstep: Class 29 contains 8024 members 
Mstep: Class 30 contains 10407 members 
Mstep: Class 31 contains 76365 members 
Mstep: Class 32 contains 71430 members 
Mstep: Class 33 contains 20476 members 
Mstep: Class 34 contains 41472 members 
Mstep: Class 35 contains 8562 members 
Mstep: Class 36 contains 10224 members 
Mstep: Class 37 contains 850 members 
Mstep: Class 38 contains 103445 members 
Mstep: Class 39 contains 11664 members 
Mstep: Class 40 contains 3773 members 
Mstep: Class 41 contains 18533 members 
Mstep: Class 42 contains 5310 members 
Mstep: Class 43 contains 2141 members 
Mstep: Class 44 contains 17480 members 
Mstep: Class 45 contains 2426 members 
Mstep: Class 46 contains 2478 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7674 members 
Mstep: Class 49 contains 8863 members 
Mstep: Class 50 contains 2011 members 
Mstep: Class 51 contains 6887 members 
Mstep: Class 52 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087104.000000 Penalty: 106928.179688
Iteration 85Q: 53 clusters Score -1.110871e+08 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 25030 members 
Mstep: Class 3 contains 27350 members 
Mstep: Class 4 contains 88820 members 
Mstep: Class 5 contains 20525 members 
Mstep: Class 6 contains 11317 members 
Mstep: Class 7 contains 21305 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 17576 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 36869 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 24992 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 18551 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 31432 members 
Mstep: Class 19 contains 6625 members 
Mstep: Class 20 contains 8049 members 
Mstep: Class 21 contains 11620 members 
Mstep: Class 22 contains 18680 members 
Mstep: Class 23 contains 55865 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 68806 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 5695 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 8048 members 
Mstep: Class 30 contains 10266 members 
Mstep: Class 31 contains 76409 members 
Mstep: Class 32 contains 70960 members 
Mstep: Class 33 contains 20472 members 
Mstep: Class 34 contains 41445 members 
Mstep: Class 35 contains 8820 members 
Mstep: Class 36 contains 10172 members 
Mstep: Class 37 contains 859 members 
Mstep: Class 38 contains 103140 members 
Mstep: Class 39 contains 11588 members 
Mstep: Class 40 contains 3812 members 
Mstep: Class 41 contains 18629 members 
Mstep: Class 42 contains 5375 members 
Mstep: Class 43 contains 2182 members 
Mstep: Class 44 contains 17672 members 
Mstep: Class 45 contains 2476 members 
Mstep: Class 46 contains 2529 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7716 members 
Mstep: Class 49 contains 8881 members 
Mstep: Class 50 contains 2026 members 
Mstep: Class 51 contains 6935 members 
Mstep: Class 52 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087776.000000 Penalty: 106928.179688
Iteration 86Q: 53 clusters Score -1.110878e+08 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25015 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 88562 members 
Mstep: Class 5 contains 20399 members 
Mstep: Class 6 contains 11443 members 
Mstep: Class 7 contains 21316 members 
Mstep: Class 8 contains 14135 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 17792 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 36878 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 25023 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 18553 members 
Mstep: Class 17 contains 9886 members 
Mstep: Class 18 contains 31515 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 8306 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 18445 members 
Mstep: Class 23 contains 55791 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 68561 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 5656 members 
Mstep: Class 28 contains 7350 members 
Mstep: Class 29 contains 8062 members 
Mstep: Class 30 contains 10126 members 
Mstep: Class 31 contains 76421 members 
Mstep: Class 32 contains 70618 members 
Mstep: Class 33 contains 20472 members 
Mstep: Class 34 contains 41426 members 
Mstep: Class 35 contains 9009 members 
Mstep: Class 36 contains 10122 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 102874 members 
Mstep: Class 39 contains 11527 members 
Mstep: Class 40 contains 3845 members 
Mstep: Class 41 contains 18685 members 
Mstep: Class 42 contains 5432 members 
Mstep: Class 43 contains 2211 members 
Mstep: Class 44 contains 17795 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2577 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 8893 members 
Mstep: Class 50 contains 2030 members 
Mstep: Class 51 contains 6974 members 
Mstep: Class 52 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089248.000000 Penalty: 106928.179688
Iteration 87Q: 53 clusters Score -1.110892e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 25009 members 
Mstep: Class 3 contains 27354 members 
Mstep: Class 4 contains 88340 members 
Mstep: Class 5 contains 20347 members 
Mstep: Class 6 contains 11542 members 
Mstep: Class 7 contains 21324 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 17993 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 36887 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 10057 members 
Mstep: Class 18 contains 31587 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 8516 members 
Mstep: Class 21 contains 11615 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 55744 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 68327 members 
Mstep: Class 26 contains 5100 members 
Mstep: Class 27 contains 5630 members 
Mstep: Class 28 contains 7417 members 
Mstep: Class 29 contains 8073 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 76361 members 
Mstep: Class 32 contains 70317 members 
Mstep: Class 33 contains 20469 members 
Mstep: Class 34 contains 41399 members 
Mstep: Class 35 contains 9173 members 
Mstep: Class 36 contains 10080 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 102649 members 
Mstep: Class 39 contains 11469 members 
Mstep: Class 40 contains 3863 members 
Mstep: Class 41 contains 18721 members 
Mstep: Class 42 contains 5475 members 
Mstep: Class 43 contains 2241 members 
Mstep: Class 44 contains 17906 members 
Mstep: Class 45 contains 2562 members 
Mstep: Class 46 contains 2613 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7778 members 
Mstep: Class 49 contains 8902 members 
Mstep: Class 50 contains 2024 members 
Mstep: Class 51 contains 7003 members 
Mstep: Class 52 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089624.000000 Penalty: 106928.179688
Iteration 88Q: 53 clusters Score -1.110896e+08 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25004 members 
Mstep: Class 3 contains 27355 members 
Mstep: Class 4 contains 88172 members 
Mstep: Class 5 contains 20226 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 18199 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 36897 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 25053 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 31646 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 8719 members 
Mstep: Class 21 contains 11607 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 55660 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 68121 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 7483 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 9904 members 
Mstep: Class 31 contains 76274 members 
Mstep: Class 32 contains 70061 members 
Mstep: Class 33 contains 20476 members 
Mstep: Class 34 contains 41367 members 
Mstep: Class 35 contains 9306 members 
Mstep: Class 36 contains 10068 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 102403 members 
Mstep: Class 39 contains 11399 members 
Mstep: Class 40 contains 3887 members 
Mstep: Class 41 contains 18754 members 
Mstep: Class 42 contains 5529 members 
Mstep: Class 43 contains 2278 members 
Mstep: Class 44 contains 18024 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 2660 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7798 members 
Mstep: Class 49 contains 8912 members 
Mstep: Class 50 contains 2031 members 
Mstep: Class 51 contains 7037 members 
Mstep: Class 52 contains 4645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111090504.000000 Penalty: 106928.179688
Iteration 89Q: 53 clusters Score -1.110905e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 25001 members 
Mstep: Class 3 contains 27357 members 
Mstep: Class 4 contains 88023 members 
Mstep: Class 5 contains 20129 members 
Mstep: Class 6 contains 11706 members 
Mstep: Class 7 contains 21330 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 18406 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 36901 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 31696 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 8906 members 
Mstep: Class 21 contains 11607 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 55597 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67923 members 
Mstep: Class 26 contains 5070 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 7552 members 
Mstep: Class 29 contains 8084 members 
Mstep: Class 30 contains 9819 members 
Mstep: Class 31 contains 76195 members 
Mstep: Class 32 contains 69860 members 
Mstep: Class 33 contains 20463 members 
Mstep: Class 34 contains 41343 members 
Mstep: Class 35 contains 9414 members 
Mstep: Class 36 contains 10056 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 102199 members 
Mstep: Class 39 contains 11356 members 
Mstep: Class 40 contains 3905 members 
Mstep: Class 41 contains 18782 members 
Mstep: Class 42 contains 5569 members 
Mstep: Class 43 contains 2318 members 
Mstep: Class 44 contains 18111 members 
Mstep: Class 45 contains 2626 members 
Mstep: Class 46 contains 2700 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7807 members 
Mstep: Class 49 contains 8914 members 
Mstep: Class 50 contains 2042 members 
Mstep: Class 51 contains 7055 members 
Mstep: Class 52 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111091432.000000 Penalty: 106928.179688
Iteration 90Q: 53 clusters Score -1.110914e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 24995 members 
Mstep: Class 3 contains 27358 members 
Mstep: Class 4 contains 87932 members 
Mstep: Class 5 contains 20068 members 
Mstep: Class 6 contains 11740 members 
Mstep: Class 7 contains 21333 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 18592 members 
Mstep: Class 11 contains 5657 members 
Mstep: Class 12 contains 36904 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 25069 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 31736 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11606 members 
Mstep: Class 22 contains 17980 members 
Mstep: Class 23 contains 55567 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67738 members 
Mstep: Class 26 contains 5070 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 8086 members 
Mstep: Class 30 contains 9735 members 
Mstep: Class 31 contains 76111 members 
Mstep: Class 32 contains 69704 members 
Mstep: Class 33 contains 20453 members 
Mstep: Class 34 contains 41312 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 10029 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 102005 members 
Mstep: Class 39 contains 11315 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 18796 members 
Mstep: Class 42 contains 5601 members 
Mstep: Class 43 contains 2347 members 
Mstep: Class 44 contains 18190 members 
Mstep: Class 45 contains 2679 members 
Mstep: Class 46 contains 2732 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7814 members 
Mstep: Class 49 contains 8921 members 
Mstep: Class 50 contains 2042 members 
Mstep: Class 51 contains 7075 members 
Mstep: Class 52 contains 4786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111091528.000000 Penalty: 106928.179688
Iteration 91Q: 53 clusters Score -1.110915e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 87823 members 
Mstep: Class 5 contains 20008 members 
Mstep: Class 6 contains 11751 members 
Mstep: Class 7 contains 21338 members 
Mstep: Class 8 contains 14112 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 18780 members 
Mstep: Class 11 contains 5687 members 
Mstep: Class 12 contains 36905 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 25071 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 17 contains 10502 members 
Mstep: Class 18 contains 31766 members 
Mstep: Class 19 contains 6589 members 
Mstep: Class 20 contains 9212 members 
Mstep: Class 21 contains 11600 members 
Mstep: Class 22 contains 17918 members 
Mstep: Class 23 contains 55541 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67579 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7641 members 
Mstep: Class 29 contains 8091 members 
Mstep: Class 30 contains 9672 members 
Mstep: Class 31 contains 76029 members 
Mstep: Class 32 contains 69540 members 
Mstep: Class 33 contains 20447 members 
Mstep: Class 34 contains 41285 members 
Mstep: Class 35 contains 9579 members 
Mstep: Class 36 contains 10024 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 101845 members 
Mstep: Class 39 contains 11277 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 18806 members 
Mstep: Class 42 contains 5640 members 
Mstep: Class 43 contains 2383 members 
Mstep: Class 44 contains 18274 members 
Mstep: Class 45 contains 2737 members 
Mstep: Class 46 contains 2752 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7819 members 
Mstep: Class 49 contains 8932 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 7087 members 
Mstep: Class 52 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111091848.000000 Penalty: 106928.179688
Iteration 92Q: 53 clusters Score -1.110918e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 27361 members 
Mstep: Class 4 contains 87746 members 
Mstep: Class 5 contains 19992 members 
Mstep: Class 6 contains 11747 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 14115 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 18970 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 36908 members 
Mstep: Class 13 contains 2784 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 17 contains 10589 members 
Mstep: Class 18 contains 31791 members 
Mstep: Class 19 contains 6583 members 
Mstep: Class 20 contains 9333 members 
Mstep: Class 21 contains 11569 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 55516 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67451 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7674 members 
Mstep: Class 29 contains 8095 members 
Mstep: Class 30 contains 9627 members 
Mstep: Class 31 contains 75934 members 
Mstep: Class 32 contains 69424 members 
Mstep: Class 33 contains 20433 members 
Mstep: Class 34 contains 41268 members 
Mstep: Class 35 contains 9639 members 
Mstep: Class 36 contains 10023 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 101659 members 
Mstep: Class 39 contains 11236 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 18816 members 
Mstep: Class 42 contains 5683 members 
Mstep: Class 43 contains 2403 members 
Mstep: Class 44 contains 18333 members 
Mstep: Class 45 contains 2800 members 
Mstep: Class 46 contains 2779 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7828 members 
Mstep: Class 49 contains 8939 members 
Mstep: Class 50 contains 2034 members 
Mstep: Class 51 contains 7103 members 
Mstep: Class 52 contains 4885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111092056.000000 Penalty: 106928.179688
Iteration 93Q: 53 clusters Score -1.110921e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 24997 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 87666 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 6 contains 11736 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 19154 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 36913 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10662 members 
Mstep: Class 18 contains 31808 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 9451 members 
Mstep: Class 21 contains 11549 members 
Mstep: Class 22 contains 17801 members 
Mstep: Class 23 contains 55471 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67330 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7698 members 
Mstep: Class 29 contains 8097 members 
Mstep: Class 30 contains 9592 members 
Mstep: Class 31 contains 75861 members 
Mstep: Class 32 contains 69326 members 
Mstep: Class 33 contains 20421 members 
Mstep: Class 34 contains 41254 members 
Mstep: Class 35 contains 9683 members 
Mstep: Class 36 contains 10018 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 101507 members 
Mstep: Class 39 contains 11196 members 
Mstep: Class 40 contains 3927 members 
Mstep: Class 41 contains 18829 members 
Mstep: Class 42 contains 5725 members 
Mstep: Class 43 contains 2418 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 2865 members 
Mstep: Class 46 contains 2793 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 8935 members 
Mstep: Class 50 contains 2035 members 
Mstep: Class 51 contains 7109 members 
Mstep: Class 52 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111092384.000000 Penalty: 106928.179688
Iteration 94Q: 53 clusters Score -1.110924e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 24997 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 87610 members 
Mstep: Class 5 contains 20026 members 
Mstep: Class 6 contains 11733 members 
Mstep: Class 7 contains 21338 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 19341 members 
Mstep: Class 11 contains 5758 members 
Mstep: Class 12 contains 36918 members 
Mstep: Class 13 contains 2780 members 
Mstep: Class 14 contains 25074 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10735 members 
Mstep: Class 18 contains 31814 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 9575 members 
Mstep: Class 21 contains 11523 members 
Mstep: Class 22 contains 17771 members 
Mstep: Class 23 contains 55399 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67231 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 8099 members 
Mstep: Class 30 contains 9557 members 
Mstep: Class 31 contains 75812 members 
Mstep: Class 32 contains 69242 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 41241 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 10025 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 101321 members 
Mstep: Class 39 contains 11164 members 
Mstep: Class 40 contains 3929 members 
Mstep: Class 41 contains 18834 members 
Mstep: Class 42 contains 5751 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 18443 members 
Mstep: Class 45 contains 2943 members 
Mstep: Class 46 contains 2815 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7853 members 
Mstep: Class 49 contains 8926 members 
Mstep: Class 50 contains 2035 members 
Mstep: Class 51 contains 7114 members 
Mstep: Class 52 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111092424.000000 Penalty: 106928.179688
Iteration 95Q: 53 clusters Score -1.110924e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 25001 members 
Mstep: Class 3 contains 27367 members 
Mstep: Class 4 contains 87569 members 
Mstep: Class 5 contains 20097 members 
Mstep: Class 6 contains 11739 members 
Mstep: Class 7 contains 21340 members 
Mstep: Class 8 contains 14129 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 19518 members 
Mstep: Class 11 contains 5774 members 
Mstep: Class 12 contains 36921 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10794 members 
Mstep: Class 18 contains 31825 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 9688 members 
Mstep: Class 21 contains 11503 members 
Mstep: Class 22 contains 17752 members 
Mstep: Class 23 contains 55311 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67146 members 
Mstep: Class 26 contains 4959 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 7755 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 9514 members 
Mstep: Class 31 contains 75730 members 
Mstep: Class 32 contains 69179 members 
Mstep: Class 33 contains 20369 members 
Mstep: Class 34 contains 41226 members 
Mstep: Class 35 contains 9750 members 
Mstep: Class 36 contains 10040 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 101136 members 
Mstep: Class 39 contains 11144 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 18839 members 
Mstep: Class 42 contains 5773 members 
Mstep: Class 43 contains 2442 members 
Mstep: Class 44 contains 18478 members 
Mstep: Class 45 contains 3007 members 
Mstep: Class 46 contains 2829 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7863 members 
Mstep: Class 49 contains 8917 members 
Mstep: Class 50 contains 2036 members 
Mstep: Class 51 contains 7124 members 
Mstep: Class 52 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111092568.000000 Penalty: 106928.179688
Iteration 96Q: 53 clusters Score -1.110926e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 25005 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 87520 members 
Mstep: Class 5 contains 20165 members 
Mstep: Class 6 contains 11750 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 19716 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 36923 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 31844 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 9813 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 17734 members 
Mstep: Class 23 contains 55226 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 67071 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 9474 members 
Mstep: Class 31 contains 75648 members 
Mstep: Class 32 contains 69099 members 
Mstep: Class 33 contains 20343 members 
Mstep: Class 34 contains 41207 members 
Mstep: Class 35 contains 9793 members 
Mstep: Class 36 contains 10064 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 100950 members 
Mstep: Class 39 contains 11125 members 
Mstep: Class 40 contains 3932 members 
Mstep: Class 41 contains 18844 members 
Mstep: Class 42 contains 5788 members 
Mstep: Class 43 contains 2462 members 
Mstep: Class 44 contains 18520 members 
Mstep: Class 45 contains 3062 members 
Mstep: Class 46 contains 2832 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7878 members 
Mstep: Class 49 contains 8907 members 
Mstep: Class 50 contains 2035 members 
Mstep: Class 51 contains 7133 members 
Mstep: Class 52 contains 4966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111093168.000000 Penalty: 106928.179688
Iteration 97Q: 53 clusters Score -1.110932e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 87493 members 
Mstep: Class 5 contains 20209 members 
Mstep: Class 6 contains 11750 members 
Mstep: Class 7 contains 21342 members 
Mstep: Class 8 contains 14145 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 19920 members 
Mstep: Class 11 contains 5782 members 
Mstep: Class 12 contains 36926 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 25077 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10870 members 
Mstep: Class 18 contains 31862 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 9918 members 
Mstep: Class 21 contains 11463 members 
Mstep: Class 22 contains 17719 members 
Mstep: Class 23 contains 55152 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66994 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 5544 members 
Mstep: Class 28 contains 7798 members 
Mstep: Class 29 contains 8099 members 
Mstep: Class 30 contains 9438 members 
Mstep: Class 31 contains 75584 members 
Mstep: Class 32 contains 69024 members 
Mstep: Class 33 contains 20327 members 
Mstep: Class 34 contains 41188 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 10074 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 100762 members 
Mstep: Class 39 contains 11115 members 
Mstep: Class 40 contains 3935 members 
Mstep: Class 41 contains 18848 members 
Mstep: Class 42 contains 5804 members 
Mstep: Class 43 contains 2489 members 
Mstep: Class 44 contains 18559 members 
Mstep: Class 45 contains 3110 members 
Mstep: Class 46 contains 2831 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7886 members 
Mstep: Class 49 contains 8906 members 
Mstep: Class 50 contains 2034 members 
Mstep: Class 51 contains 7134 members 
Mstep: Class 52 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111093152.000000 Penalty: 106928.179688
Iteration 98Q: 53 clusters Score -1.110932e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 87459 members 
Mstep: Class 5 contains 20258 members 
Mstep: Class 6 contains 11742 members 
Mstep: Class 7 contains 21346 members 
Mstep: Class 8 contains 14155 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 20120 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 36927 members 
Mstep: Class 13 contains 2783 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10897 members 
Mstep: Class 18 contains 31879 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 9999 members 
Mstep: Class 21 contains 11443 members 
Mstep: Class 22 contains 17695 members 
Mstep: Class 23 contains 55057 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66914 members 
Mstep: Class 26 contains 4878 members 
Mstep: Class 27 contains 5541 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 8099 members 
Mstep: Class 30 contains 9414 members 
Mstep: Class 31 contains 75541 members 
Mstep: Class 32 contains 68976 members 
Mstep: Class 33 contains 20318 members 
Mstep: Class 34 contains 41170 members 
Mstep: Class 35 contains 9845 members 
Mstep: Class 36 contains 10091 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 100574 members 
Mstep: Class 39 contains 11098 members 
Mstep: Class 40 contains 3936 members 
Mstep: Class 41 contains 18853 members 
Mstep: Class 42 contains 5833 members 
Mstep: Class 43 contains 2509 members 
Mstep: Class 44 contains 18596 members 
Mstep: Class 45 contains 3130 members 
Mstep: Class 46 contains 2831 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7893 members 
Mstep: Class 49 contains 8910 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 7136 members 
Mstep: Class 52 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111093416.000000 Penalty: 106928.179688
Iteration 99Q: 53 clusters Score -1.110934e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 25011 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 87429 members 
Mstep: Class 5 contains 20263 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 21347 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 20308 members 
Mstep: Class 11 contains 5801 members 
Mstep: Class 12 contains 36928 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 25079 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 17 contains 10915 members 
Mstep: Class 18 contains 31899 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 11422 members 
Mstep: Class 22 contains 17667 members 
Mstep: Class 23 contains 54969 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66846 members 
Mstep: Class 26 contains 4865 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 7822 members 
Mstep: Class 29 contains 8099 members 
Mstep: Class 30 contains 9389 members 
Mstep: Class 31 contains 75515 members 
Mstep: Class 32 contains 68928 members 
Mstep: Class 33 contains 20306 members 
Mstep: Class 34 contains 41149 members 
Mstep: Class 35 contains 9865 members 
Mstep: Class 36 contains 10101 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 100397 members 
Mstep: Class 39 contains 11079 members 
Mstep: Class 40 contains 3935 members 
Mstep: Class 41 contains 18857 members 
Mstep: Class 42 contains 5852 members 
Mstep: Class 43 contains 2546 members 
Mstep: Class 44 contains 18649 members 
Mstep: Class 45 contains 3154 members 
Mstep: Class 46 contains 2834 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7901 members 
Mstep: Class 49 contains 8907 members 
Mstep: Class 50 contains 2042 members 
Mstep: Class 51 contains 7138 members 
Mstep: Class 52 contains 4990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094248.000000 Penalty: 106928.179688
Iteration 100F: 53 clusters Score -1.110942e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 87399 members 
Mstep: Class 5 contains 20230 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 21348 members 
Mstep: Class 8 contains 14201 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 20485 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 36929 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10935 members 
Mstep: Class 18 contains 31913 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 10172 members 
Mstep: Class 21 contains 11388 members 
Mstep: Class 22 contains 17654 members 
Mstep: Class 23 contains 54905 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66781 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 5535 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 8099 members 
Mstep: Class 30 contains 9355 members 
Mstep: Class 31 contains 75452 members 
Mstep: Class 32 contains 68827 members 
Mstep: Class 33 contains 20298 members 
Mstep: Class 34 contains 41126 members 
Mstep: Class 35 contains 9959 members 
Mstep: Class 36 contains 10089 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 100233 members 
Mstep: Class 39 contains 11053 members 
Mstep: Class 40 contains 3934 members 
Mstep: Class 41 contains 18858 members 
Mstep: Class 42 contains 5842 members 
Mstep: Class 43 contains 2582 members 
Mstep: Class 44 contains 18699 members 
Mstep: Class 45 contains 3240 members 
Mstep: Class 46 contains 2856 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7910 members 
Mstep: Class 49 contains 8895 members 
Mstep: Class 50 contains 2044 members 
Mstep: Class 51 contains 7139 members 
Mstep: Class 52 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094208.000000 Penalty: 106928.179688
Iteration 101Q: 53 clusters Score -1.110942e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 87346 members 
Mstep: Class 5 contains 20179 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 21349 members 
Mstep: Class 8 contains 14224 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 20646 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 36932 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10972 members 
Mstep: Class 18 contains 31924 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 10276 members 
Mstep: Class 21 contains 11362 members 
Mstep: Class 22 contains 17638 members 
Mstep: Class 23 contains 54847 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66720 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8100 members 
Mstep: Class 30 contains 9327 members 
Mstep: Class 31 contains 75376 members 
Mstep: Class 32 contains 68738 members 
Mstep: Class 33 contains 20290 members 
Mstep: Class 34 contains 41111 members 
Mstep: Class 35 contains 10057 members 
Mstep: Class 36 contains 10077 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 100071 members 
Mstep: Class 39 contains 11023 members 
Mstep: Class 40 contains 3934 members 
Mstep: Class 41 contains 18863 members 
Mstep: Class 42 contains 5836 members 
Mstep: Class 43 contains 2605 members 
Mstep: Class 44 contains 18734 members 
Mstep: Class 45 contains 3318 members 
Mstep: Class 46 contains 2862 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 8882 members 
Mstep: Class 50 contains 2047 members 
Mstep: Class 51 contains 7137 members 
Mstep: Class 52 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094360.000000 Penalty: 106928.179688
Iteration 102Q: 53 clusters Score -1.110944e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 25012 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 87302 members 
Mstep: Class 5 contains 20146 members 
Mstep: Class 6 contains 11754 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 14243 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 20833 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 36935 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 18556 members 
Mstep: Class 17 contains 10985 members 
Mstep: Class 18 contains 31935 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 10366 members 
Mstep: Class 21 contains 11335 members 
Mstep: Class 22 contains 17614 members 
Mstep: Class 23 contains 54786 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66653 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 5535 members 
Mstep: Class 28 contains 7880 members 
Mstep: Class 29 contains 8100 members 
Mstep: Class 30 contains 9306 members 
Mstep: Class 31 contains 75303 members 
Mstep: Class 32 contains 68645 members 
Mstep: Class 33 contains 20284 members 
Mstep: Class 34 contains 41089 members 
Mstep: Class 35 contains 10157 members 
Mstep: Class 36 contains 10053 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99900 members 
Mstep: Class 39 contains 11002 members 
Mstep: Class 40 contains 3935 members 
Mstep: Class 41 contains 18867 members 
Mstep: Class 42 contains 5840 members 
Mstep: Class 43 contains 2623 members 
Mstep: Class 44 contains 18791 members 
Mstep: Class 45 contains 3376 members 
Mstep: Class 46 contains 2873 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7914 members 
Mstep: Class 49 contains 8878 members 
Mstep: Class 50 contains 2049 members 
Mstep: Class 51 contains 7139 members 
Mstep: Class 52 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094720.000000 Penalty: 106928.179688
Iteration 103Q: 53 clusters Score -1.110947e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 25013 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 87276 members 
Mstep: Class 5 contains 20131 members 
Mstep: Class 6 contains 11767 members 
Mstep: Class 7 contains 21353 members 
Mstep: Class 8 contains 14243 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21017 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 36938 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 18554 members 
Mstep: Class 17 contains 10998 members 
Mstep: Class 18 contains 31957 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 10433 members 
Mstep: Class 21 contains 11315 members 
Mstep: Class 22 contains 17592 members 
Mstep: Class 23 contains 54750 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66582 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 7884 members 
Mstep: Class 29 contains 8100 members 
Mstep: Class 30 contains 9296 members 
Mstep: Class 31 contains 75243 members 
Mstep: Class 32 contains 68575 members 
Mstep: Class 33 contains 20273 members 
Mstep: Class 34 contains 41075 members 
Mstep: Class 35 contains 10225 members 
Mstep: Class 36 contains 10043 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99720 members 
Mstep: Class 39 contains 10981 members 
Mstep: Class 40 contains 3937 members 
Mstep: Class 41 contains 18869 members 
Mstep: Class 42 contains 5841 members 
Mstep: Class 43 contains 2638 members 
Mstep: Class 44 contains 18829 members 
Mstep: Class 45 contains 3427 members 
Mstep: Class 46 contains 2875 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7919 members 
Mstep: Class 49 contains 8876 members 
Mstep: Class 50 contains 2053 members 
Mstep: Class 51 contains 7142 members 
Mstep: Class 52 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094760.000000 Penalty: 106928.179688
Iteration 104Q: 53 clusters Score -1.110948e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 25014 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 87256 members 
Mstep: Class 5 contains 20143 members 
Mstep: Class 6 contains 11768 members 
Mstep: Class 7 contains 21351 members 
Mstep: Class 8 contains 14241 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21186 members 
Mstep: Class 11 contains 5855 members 
Mstep: Class 12 contains 36942 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 25079 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11011 members 
Mstep: Class 18 contains 31973 members 
Mstep: Class 19 contains 6537 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 11300 members 
Mstep: Class 22 contains 17569 members 
Mstep: Class 23 contains 54705 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66528 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 7895 members 
Mstep: Class 29 contains 8100 members 
Mstep: Class 30 contains 9292 members 
Mstep: Class 31 contains 75139 members 
Mstep: Class 32 contains 68526 members 
Mstep: Class 33 contains 20262 members 
Mstep: Class 34 contains 41063 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 10040 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99572 members 
Mstep: Class 39 contains 10959 members 
Mstep: Class 40 contains 3938 members 
Mstep: Class 41 contains 18871 members 
Mstep: Class 42 contains 5859 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 18868 members 
Mstep: Class 45 contains 3474 members 
Mstep: Class 46 contains 2880 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7920 members 
Mstep: Class 49 contains 8874 members 
Mstep: Class 50 contains 2058 members 
Mstep: Class 51 contains 7145 members 
Mstep: Class 52 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094928.000000 Penalty: 106928.179688
Iteration 105Q: 53 clusters Score -1.110949e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 25013 members 
Mstep: Class 3 contains 27370 members 
Mstep: Class 4 contains 87227 members 
Mstep: Class 5 contains 20119 members 
Mstep: Class 6 contains 11772 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 14248 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21357 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 36944 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11028 members 
Mstep: Class 18 contains 31982 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 10548 members 
Mstep: Class 21 contains 11290 members 
Mstep: Class 22 contains 17549 members 
Mstep: Class 23 contains 54650 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66477 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 7898 members 
Mstep: Class 29 contains 8102 members 
Mstep: Class 30 contains 9287 members 
Mstep: Class 31 contains 75037 members 
Mstep: Class 32 contains 68467 members 
Mstep: Class 33 contains 20268 members 
Mstep: Class 34 contains 41047 members 
Mstep: Class 35 contains 10336 members 
Mstep: Class 36 contains 10029 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99442 members 
Mstep: Class 39 contains 10945 members 
Mstep: Class 40 contains 3939 members 
Mstep: Class 41 contains 18873 members 
Mstep: Class 42 contains 5881 members 
Mstep: Class 43 contains 2670 members 
Mstep: Class 44 contains 18907 members 
Mstep: Class 45 contains 3511 members 
Mstep: Class 46 contains 2885 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7920 members 
Mstep: Class 49 contains 8877 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 7146 members 
Mstep: Class 52 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111095440.000000 Penalty: 106928.179688
Iteration 106Q: 53 clusters Score -1.110954e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 25015 members 
Mstep: Class 3 contains 27372 members 
Mstep: Class 4 contains 87198 members 
Mstep: Class 5 contains 20112 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 21352 members 
Mstep: Class 8 contains 14249 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21493 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 36950 members 
Mstep: Class 13 contains 2780 members 
Mstep: Class 14 contains 25081 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11043 members 
Mstep: Class 18 contains 31994 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 21 contains 11278 members 
Mstep: Class 22 contains 17515 members 
Mstep: Class 23 contains 54616 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66422 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 8106 members 
Mstep: Class 30 contains 9283 members 
Mstep: Class 31 contains 74938 members 
Mstep: Class 32 contains 68407 members 
Mstep: Class 33 contains 20270 members 
Mstep: Class 34 contains 41034 members 
Mstep: Class 35 contains 10399 members 
Mstep: Class 36 contains 10027 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99339 members 
Mstep: Class 39 contains 10931 members 
Mstep: Class 40 contains 3938 members 
Mstep: Class 41 contains 18873 members 
Mstep: Class 42 contains 5894 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 18940 members 
Mstep: Class 45 contains 3534 members 
Mstep: Class 46 contains 2888 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7919 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 7149 members 
Mstep: Class 52 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111095760.000000 Penalty: 106928.179688
Iteration 107Q: 53 clusters Score -1.110958e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 27374 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 20093 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14260 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21606 members 
Mstep: Class 11 contains 5880 members 
Mstep: Class 12 contains 36954 members 
Mstep: Class 13 contains 2780 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11053 members 
Mstep: Class 18 contains 32001 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 11266 members 
Mstep: Class 22 contains 17502 members 
Mstep: Class 23 contains 54569 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66372 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 5530 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 8111 members 
Mstep: Class 30 contains 9278 members 
Mstep: Class 31 contains 74860 members 
Mstep: Class 32 contains 68366 members 
Mstep: Class 33 contains 20278 members 
Mstep: Class 34 contains 41020 members 
Mstep: Class 35 contains 10454 members 
Mstep: Class 36 contains 10013 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99252 members 
Mstep: Class 39 contains 10914 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18872 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 2701 members 
Mstep: Class 44 contains 18967 members 
Mstep: Class 45 contains 3570 members 
Mstep: Class 46 contains 2892 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7923 members 
Mstep: Class 49 contains 8872 members 
Mstep: Class 50 contains 2066 members 
Mstep: Class 51 contains 7153 members 
Mstep: Class 52 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096056.000000 Penalty: 106928.179688
Iteration 108Q: 53 clusters Score -1.110961e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 25019 members 
Mstep: Class 3 contains 27376 members 
Mstep: Class 4 contains 87139 members 
Mstep: Class 5 contains 20069 members 
Mstep: Class 6 contains 11793 members 
Mstep: Class 7 contains 21358 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 5890 members 
Mstep: Class 12 contains 36957 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 25081 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 32009 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 21 contains 11264 members 
Mstep: Class 22 contains 17493 members 
Mstep: Class 23 contains 54528 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66327 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 7906 members 
Mstep: Class 29 contains 8112 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 74759 members 
Mstep: Class 32 contains 68324 members 
Mstep: Class 33 contains 20285 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 10504 members 
Mstep: Class 36 contains 10005 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99175 members 
Mstep: Class 39 contains 10900 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 18878 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 2709 members 
Mstep: Class 44 contains 18986 members 
Mstep: Class 45 contains 3594 members 
Mstep: Class 46 contains 2901 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7931 members 
Mstep: Class 49 contains 8870 members 
Mstep: Class 50 contains 2070 members 
Mstep: Class 51 contains 7154 members 
Mstep: Class 52 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096440.000000 Penalty: 106928.179688
Iteration 109Q: 53 clusters Score -1.110964e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 25019 members 
Mstep: Class 3 contains 27377 members 
Mstep: Class 4 contains 87120 members 
Mstep: Class 5 contains 20034 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 21359 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21833 members 
Mstep: Class 11 contains 5898 members 
Mstep: Class 12 contains 36959 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11086 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 11262 members 
Mstep: Class 22 contains 17486 members 
Mstep: Class 23 contains 54476 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66289 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 7914 members 
Mstep: Class 29 contains 8112 members 
Mstep: Class 30 contains 9268 members 
Mstep: Class 31 contains 74643 members 
Mstep: Class 32 contains 68299 members 
Mstep: Class 33 contains 20303 members 
Mstep: Class 34 contains 40998 members 
Mstep: Class 35 contains 10541 members 
Mstep: Class 36 contains 10003 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 99079 members 
Mstep: Class 39 contains 10891 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18882 members 
Mstep: Class 42 contains 5953 members 
Mstep: Class 43 contains 2720 members 
Mstep: Class 44 contains 19009 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2902 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7937 members 
Mstep: Class 49 contains 8873 members 
Mstep: Class 50 contains 2073 members 
Mstep: Class 51 contains 7154 members 
Mstep: Class 52 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096272.000000 Penalty: 106928.179688
Iteration 110Q: 53 clusters Score -1.110963e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 25020 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87100 members 
Mstep: Class 5 contains 19979 members 
Mstep: Class 6 contains 11816 members 
Mstep: Class 7 contains 21359 members 
Mstep: Class 8 contains 14284 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 21951 members 
Mstep: Class 11 contains 5904 members 
Mstep: Class 12 contains 36960 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 3116 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 32028 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 10737 members 
Mstep: Class 21 contains 11253 members 
Mstep: Class 22 contains 17476 members 
Mstep: Class 23 contains 54442 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66241 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 5529 members 
Mstep: Class 28 contains 7911 members 
Mstep: Class 29 contains 8112 members 
Mstep: Class 30 contains 9262 members 
Mstep: Class 31 contains 74556 members 
Mstep: Class 32 contains 68304 members 
Mstep: Class 33 contains 20315 members 
Mstep: Class 34 contains 40988 members 
Mstep: Class 35 contains 10574 members 
Mstep: Class 36 contains 10000 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98983 members 
Mstep: Class 39 contains 10884 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 18882 members 
Mstep: Class 42 contains 5979 members 
Mstep: Class 43 contains 2730 members 
Mstep: Class 44 contains 19040 members 
Mstep: Class 45 contains 3611 members 
Mstep: Class 46 contains 2902 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7944 members 
Mstep: Class 49 contains 8873 members 
Mstep: Class 50 contains 2075 members 
Mstep: Class 51 contains 7153 members 
Mstep: Class 52 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096120.000000 Penalty: 106928.179688
Iteration 111Q: 53 clusters Score -1.110961e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87078 members 
Mstep: Class 5 contains 19942 members 
Mstep: Class 6 contains 11833 members 
Mstep: Class 7 contains 21360 members 
Mstep: Class 8 contains 14286 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22050 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 36960 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 3129 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11105 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 10761 members 
Mstep: Class 21 contains 11250 members 
Mstep: Class 22 contains 17473 members 
Mstep: Class 23 contains 54404 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66201 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 5531 members 
Mstep: Class 28 contains 7904 members 
Mstep: Class 29 contains 8114 members 
Mstep: Class 30 contains 9259 members 
Mstep: Class 31 contains 74485 members 
Mstep: Class 32 contains 68297 members 
Mstep: Class 33 contains 20318 members 
Mstep: Class 34 contains 40980 members 
Mstep: Class 35 contains 10603 members 
Mstep: Class 36 contains 10005 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98890 members 
Mstep: Class 39 contains 10879 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 18882 members 
Mstep: Class 42 contains 6001 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 19060 members 
Mstep: Class 45 contains 3619 members 
Mstep: Class 46 contains 2902 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7944 members 
Mstep: Class 49 contains 8873 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 7154 members 
Mstep: Class 52 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096080.000000 Penalty: 106928.179688
Iteration 112Q: 53 clusters Score -1.110961e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87058 members 
Mstep: Class 5 contains 19906 members 
Mstep: Class 6 contains 11846 members 
Mstep: Class 7 contains 21360 members 
Mstep: Class 8 contains 14293 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22150 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 36960 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 32058 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 10795 members 
Mstep: Class 21 contains 11245 members 
Mstep: Class 22 contains 17461 members 
Mstep: Class 23 contains 54358 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66169 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 5534 members 
Mstep: Class 28 contains 7903 members 
Mstep: Class 29 contains 8115 members 
Mstep: Class 30 contains 9257 members 
Mstep: Class 31 contains 74413 members 
Mstep: Class 32 contains 68284 members 
Mstep: Class 33 contains 20328 members 
Mstep: Class 34 contains 40978 members 
Mstep: Class 35 contains 10620 members 
Mstep: Class 36 contains 10019 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98810 members 
Mstep: Class 39 contains 10865 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 18884 members 
Mstep: Class 42 contains 6013 members 
Mstep: Class 43 contains 2751 members 
Mstep: Class 44 contains 19069 members 
Mstep: Class 45 contains 3624 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7943 members 
Mstep: Class 49 contains 8872 members 
Mstep: Class 50 contains 2078 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096248.000000 Penalty: 106928.179688
Iteration 113Q: 53 clusters Score -1.110962e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87044 members 
Mstep: Class 5 contains 19901 members 
Mstep: Class 6 contains 11859 members 
Mstep: Class 7 contains 21359 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22245 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 36961 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 25081 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11123 members 
Mstep: Class 18 contains 32075 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 10824 members 
Mstep: Class 21 contains 11243 members 
Mstep: Class 22 contains 17456 members 
Mstep: Class 23 contains 54290 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66117 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 5535 members 
Mstep: Class 28 contains 7910 members 
Mstep: Class 29 contains 8115 members 
Mstep: Class 30 contains 9253 members 
Mstep: Class 31 contains 74333 members 
Mstep: Class 32 contains 68277 members 
Mstep: Class 33 contains 20331 members 
Mstep: Class 34 contains 40980 members 
Mstep: Class 35 contains 10643 members 
Mstep: Class 36 contains 10028 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98745 members 
Mstep: Class 39 contains 10850 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18885 members 
Mstep: Class 42 contains 6027 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 19084 members 
Mstep: Class 45 contains 3633 members 
Mstep: Class 46 contains 2895 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7945 members 
Mstep: Class 49 contains 8868 members 
Mstep: Class 50 contains 2076 members 
Mstep: Class 51 contains 7156 members 
Mstep: Class 52 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096136.000000 Penalty: 106928.179688
Iteration 114Q: 53 clusters Score -1.110961e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87041 members 
Mstep: Class 5 contains 19895 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14288 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22324 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 36962 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11135 members 
Mstep: Class 18 contains 32090 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 10855 members 
Mstep: Class 21 contains 11245 members 
Mstep: Class 22 contains 17458 members 
Mstep: Class 23 contains 54232 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66072 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7915 members 
Mstep: Class 29 contains 8116 members 
Mstep: Class 30 contains 9252 members 
Mstep: Class 31 contains 74235 members 
Mstep: Class 32 contains 68281 members 
Mstep: Class 33 contains 20325 members 
Mstep: Class 34 contains 40976 members 
Mstep: Class 35 contains 10662 members 
Mstep: Class 36 contains 10044 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98691 members 
Mstep: Class 39 contains 10829 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18886 members 
Mstep: Class 42 contains 6037 members 
Mstep: Class 43 contains 2761 members 
Mstep: Class 44 contains 19093 members 
Mstep: Class 45 contains 3656 members 
Mstep: Class 46 contains 2897 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7951 members 
Mstep: Class 49 contains 8873 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 7156 members 
Mstep: Class 52 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096560.000000 Penalty: 106928.179688
Iteration 115Q: 53 clusters Score -1.110966e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 25022 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87029 members 
Mstep: Class 5 contains 19900 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 14287 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22382 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 36963 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11134 members 
Mstep: Class 18 contains 32105 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 10877 members 
Mstep: Class 21 contains 11249 members 
Mstep: Class 22 contains 17453 members 
Mstep: Class 23 contains 54181 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66045 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 5538 members 
Mstep: Class 28 contains 7920 members 
Mstep: Class 29 contains 8116 members 
Mstep: Class 30 contains 9253 members 
Mstep: Class 31 contains 74132 members 
Mstep: Class 32 contains 68298 members 
Mstep: Class 33 contains 20333 members 
Mstep: Class 34 contains 40975 members 
Mstep: Class 35 contains 10689 members 
Mstep: Class 36 contains 10050 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98650 members 
Mstep: Class 39 contains 10812 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18886 members 
Mstep: Class 42 contains 6054 members 
Mstep: Class 43 contains 2769 members 
Mstep: Class 44 contains 19101 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 2894 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7955 members 
Mstep: Class 49 contains 8872 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096600.000000 Penalty: 106928.179688
Iteration 116Q: 53 clusters Score -1.110966e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 25024 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 87025 members 
Mstep: Class 5 contains 19939 members 
Mstep: Class 6 contains 11858 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14282 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22442 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 36963 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 18 contains 32119 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 10907 members 
Mstep: Class 21 contains 11249 members 
Mstep: Class 22 contains 17450 members 
Mstep: Class 23 contains 54125 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 66007 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 5539 members 
Mstep: Class 28 contains 7924 members 
Mstep: Class 29 contains 8117 members 
Mstep: Class 30 contains 9249 members 
Mstep: Class 31 contains 74010 members 
Mstep: Class 32 contains 68310 members 
Mstep: Class 33 contains 20345 members 
Mstep: Class 34 contains 40966 members 
Mstep: Class 35 contains 10715 members 
Mstep: Class 36 contains 10067 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98608 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18886 members 
Mstep: Class 42 contains 6065 members 
Mstep: Class 43 contains 2776 members 
Mstep: Class 44 contains 19113 members 
Mstep: Class 45 contains 3677 members 
Mstep: Class 46 contains 2895 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8873 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096688.000000 Penalty: 106928.179688
Iteration 117Q: 53 clusters Score -1.110967e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 25024 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 87024 members 
Mstep: Class 5 contains 19943 members 
Mstep: Class 6 contains 11862 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 36966 members 
Mstep: Class 13 contains 2771 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11147 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 10940 members 
Mstep: Class 21 contains 11258 members 
Mstep: Class 22 contains 17448 members 
Mstep: Class 23 contains 54068 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 65975 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 7915 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9244 members 
Mstep: Class 31 contains 73907 members 
Mstep: Class 32 contains 68327 members 
Mstep: Class 33 contains 20360 members 
Mstep: Class 34 contains 40960 members 
Mstep: Class 35 contains 10742 members 
Mstep: Class 36 contains 10079 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98571 members 
Mstep: Class 39 contains 10797 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18888 members 
Mstep: Class 42 contains 6065 members 
Mstep: Class 43 contains 2781 members 
Mstep: Class 44 contains 19122 members 
Mstep: Class 45 contains 3680 members 
Mstep: Class 46 contains 2892 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7956 members 
Mstep: Class 49 contains 8874 members 
Mstep: Class 50 contains 2089 members 
Mstep: Class 51 contains 7153 members 
Mstep: Class 52 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096752.000000 Penalty: 106928.179688
Iteration 118Q: 53 clusters Score -1.110968e+08 nChanged 708
Entering ConstructFrom: 
Score: -111096752.000000 Penalty: 106928.179688
Entering ConstructFrom: 
Trying to split cluster 1 (11298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Entering Unmasked Estep 
Score: -1267344.750000 Penalty: 1388.658325
	Iteration 0F: 2 clusters Score -1267345 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 5757 members 
Entering Unmasked Estep 
Score: -1259702.625000 Penalty: 2777.316650
	Iteration 0F: 3 clusters Score -1259703 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1262366.875000 Penalty: 2777.316650
	Iteration 1F: 3 clusters Score -1262367 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1262728.500000 Penalty: 2777.316650
	Iteration 2F: 3 clusters Score -1262728 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1263061.500000 Penalty: 2777.316650
	Iteration 3F: 3 clusters Score -1263062 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1263337.000000 Penalty: 2777.316650
	Iteration 4Q: 3 clusters Score -1263337 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1263619.125000 Penalty: 2777.316650
	Iteration 5Q: 3 clusters Score -1263619 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1263909.375000 Penalty: 2777.316650
	Iteration 6Q: 3 clusters Score -1263909 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1264183.500000 Penalty: 2777.316650
	Iteration 7Q: 3 clusters Score -1264184 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1264467.250000 Penalty: 2777.316650
	Iteration 8Q: 3 clusters Score -1264467 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1264773.875000 Penalty: 2777.316650
	Iteration 9Q: 3 clusters Score -1264774 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1264998.750000 Penalty: 2777.316650
	Iteration 10Q: 3 clusters Score -1264999 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1265188.500000 Penalty: 2777.316650
	Iteration 11Q: 3 clusters Score -1265188 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1265345.875000 Penalty: 2777.316650
	Iteration 12Q: 3 clusters Score -1265346 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1265487.750000 Penalty: 2777.316650
	Iteration 13Q: 3 clusters Score -1265488 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1265608.500000 Penalty: 2777.316650
	Iteration 14Q: 3 clusters Score -1265608 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1265724.500000 Penalty: 2777.316650
	Iteration 15Q: 3 clusters Score -1265724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1265826.000000 Penalty: 2777.316650
	Iteration 16Q: 3 clusters Score -1265826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1265929.250000 Penalty: 2777.316650
	Iteration 17Q: 3 clusters Score -1265929 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1266018.000000 Penalty: 2777.316650
	Iteration 18Q: 3 clusters Score -1266018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1266078.875000 Penalty: 2777.316650
	Iteration 19Q: 3 clusters Score -1266079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1266136.000000 Penalty: 2777.316650
	Iteration 20F: 3 clusters Score -1266136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1266170.750000 Penalty: 2777.316650
	Iteration 21Q: 3 clusters Score -1266171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1266203.625000 Penalty: 2777.316650
	Iteration 22Q: 3 clusters Score -1266204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1266228.125000 Penalty: 2777.316650
	Iteration 23Q: 3 clusters Score -1266228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1266244.000000 Penalty: 2777.316650
	Iteration 24Q: 3 clusters Score -1266244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1266260.125000 Penalty: 2777.316650
	Iteration 25Q: 3 clusters Score -1266260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1266268.875000 Penalty: 2777.316650
	Iteration 26Q: 3 clusters Score -1266269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1266275.625000 Penalty: 2777.316650
	Iteration 27Q: 3 clusters Score -1266276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1266282.625000 Penalty: 2777.316650
	Iteration 28Q: 3 clusters Score -1266283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1266293.375000 Penalty: 2777.316650
	Iteration 29Q: 3 clusters Score -1266293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1266296.875000 Penalty: 2777.316650
	Iteration 30Q: 3 clusters Score -1266297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1266303.500000 Penalty: 2777.316650
	Iteration 31Q: 3 clusters Score -1266304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1266310.750000 Penalty: 2777.316650
	Iteration 32Q: 3 clusters Score -1266311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1266318.500000 Penalty: 2777.316650
	Iteration 33Q: 3 clusters Score -1266318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1266321.375000 Penalty: 2777.316650
	Iteration 34Q: 3 clusters Score -1266321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1266327.750000 Penalty: 2777.316650
	Iteration 35Q: 3 clusters Score -1266328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1266329.625000 Penalty: 2777.316650
	Iteration 36Q: 3 clusters Score -1266330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1266334.625000 Penalty: 2777.316650
	Iteration 37Q: 3 clusters Score -1266335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1266336.250000 Penalty: 2777.316650
	Iteration 38Q: 3 clusters Score -1266336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1266340.625000 Penalty: 2777.316650
	Iteration 39Q: 3 clusters Score -1266341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1266342.000000 Penalty: 2777.316650
	Iteration 40F: 3 clusters Score -1266342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1266342.250000 Penalty: 2777.316650
	Iteration 41Q: 3 clusters Score -1266342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1266341.250000 Penalty: 2777.316650
	Iteration 42Q: 3 clusters Score -1266341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1266342.250000 Penalty: 2777.316650
	Iteration 43Q: 3 clusters Score -1266342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1266343.750000 Penalty: 2777.316650
	Iteration 44Q: 3 clusters Score -1266344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1266347.875000 Penalty: 2777.316650
	Iteration 45Q: 3 clusters Score -1266348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1266349.875000 Penalty: 2777.316650
	Iteration 46Q: 3 clusters Score -1266350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1266349.375000 Penalty: 2777.316650
	Iteration 47Q: 3 clusters Score -1266349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1266352.375000 Penalty: 2777.316650
	Iteration 48Q: 3 clusters Score -1266352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1266351.625000 Penalty: 2777.316650
	Iteration 49Q: 3 clusters Score -1266352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1266351.625000 Penalty: 2777.316650
	Iteration 50F: 3 clusters Score -1266352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Entering Unmasked Estep 
Score: -2944200.000000 Penalty: 1506.991455
	Iteration 0F: 2 clusters Score -2944200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2927867.000000 Penalty: 3013.982910
	Iteration 0F: 3 clusters Score -2927867 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2933983.500000 Penalty: 3013.982910
	Iteration 1F: 3 clusters Score -2933984 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2934574.500000 Penalty: 3013.982910
	Iteration 2F: 3 clusters Score -2934574 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2935315.500000 Penalty: 3013.982910
	Iteration 3F: 3 clusters Score -2935316 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2936470.250000 Penalty: 3013.982910
	Iteration 4F: 3 clusters Score -2936470 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2938514.000000 Penalty: 3013.982910
	Iteration 5F: 3 clusters Score -2938514 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2942658.000000 Penalty: 3013.982910
	Iteration 6F: 3 clusters Score -2942658 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2950941.750000 Penalty: 3013.982910
	Iteration 7F: 3 clusters Score -2950942 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2956108.000000 Penalty: 3013.982910
	Iteration 8F: 3 clusters Score -2956108 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2956908.000000 Penalty: 3013.982910
	Iteration 9Q: 3 clusters Score -2956908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2956944.000000 Penalty: 3013.982910
	Iteration 10Q: 3 clusters Score -2956944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2956945.250000 Penalty: 3013.982910
	Iteration 11Q: 3 clusters Score -2956945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2956945.000000 Penalty: 3013.982910
	Iteration 12Q: 3 clusters Score -2956945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2956945.000000 Penalty: 3013.982910
	Iteration 13F: 3 clusters Score -2956945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 87015 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 36967 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Entering Unmasked Estep 
Score: -111108904.000000 Penalty: 108984.492188
Splitting cluster 2 changes total score from -111096752.000000 to -111108904.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 3 (27381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Entering Unmasked Estep 
Score: -3233935.500000 Penalty: 1520.379639
	Iteration 0F: 2 clusters Score -3233936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3216164.250000 Penalty: 3040.759277
	Iteration 0F: 3 clusters Score -3216164 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3222918.750000 Penalty: 3040.759277
	Iteration 1F: 3 clusters Score -3222919 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3223429.250000 Penalty: 3040.759277
	Iteration 2Q: 3 clusters Score -3223429 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3223994.250000 Penalty: 3040.759277
	Iteration 3Q: 3 clusters Score -3223994 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3224590.750000 Penalty: 3040.759277
	Iteration 4Q: 3 clusters Score -3224591 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3225274.000000 Penalty: 3040.759277
	Iteration 5F: 3 clusters Score -3225274 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3225961.750000 Penalty: 3040.759277
	Iteration 6F: 3 clusters Score -3225962 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3226686.000000 Penalty: 3040.759277
	Iteration 7F: 3 clusters Score -3226686 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3227400.250000 Penalty: 3040.759277
	Iteration 8F: 3 clusters Score -3227400 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3228055.250000 Penalty: 3040.759277
	Iteration 9Q: 3 clusters Score -3228055 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3228587.500000 Penalty: 3040.759277
	Iteration 10Q: 3 clusters Score -3228588 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3228998.000000 Penalty: 3040.759277
	Iteration 11Q: 3 clusters Score -3228998 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3229329.250000 Penalty: 3040.759277
	Iteration 12Q: 3 clusters Score -3229329 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3229642.500000 Penalty: 3040.759277
	Iteration 13Q: 3 clusters Score -3229642 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3229950.250000 Penalty: 3040.759277
	Iteration 14Q: 3 clusters Score -3229950 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3230206.000000 Penalty: 3040.759277
	Iteration 15Q: 3 clusters Score -3230206 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3230524.500000 Penalty: 3040.759277
	Iteration 16Q: 3 clusters Score -3230524 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3230856.250000 Penalty: 3040.759277
	Iteration 17Q: 3 clusters Score -3230856 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3231139.750000 Penalty: 3040.759277
	Iteration 18Q: 3 clusters Score -3231140 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3231438.750000 Penalty: 3040.759277
	Iteration 19Q: 3 clusters Score -3231439 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3231683.000000 Penalty: 3040.759277
	Iteration 20F: 3 clusters Score -3231683 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3231906.000000 Penalty: 3040.759277
	Iteration 21Q: 3 clusters Score -3231906 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3232093.500000 Penalty: 3040.759277
	Iteration 22Q: 3 clusters Score -3232094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3232252.750000 Penalty: 3040.759277
	Iteration 23Q: 3 clusters Score -3232253 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3232404.750000 Penalty: 3040.759277
	Iteration 24Q: 3 clusters Score -3232405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3232511.750000 Penalty: 3040.759277
	Iteration 25Q: 3 clusters Score -3232512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3232584.500000 Penalty: 3040.759277
	Iteration 26Q: 3 clusters Score -3232584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3232640.750000 Penalty: 3040.759277
	Iteration 27Q: 3 clusters Score -3232641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3232660.250000 Penalty: 3040.759277
	Iteration 28Q: 3 clusters Score -3232660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3232684.250000 Penalty: 3040.759277
	Iteration 29Q: 3 clusters Score -3232684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3232711.000000 Penalty: 3040.759277
	Iteration 30Q: 3 clusters Score -3232711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3232723.750000 Penalty: 3040.759277
	Iteration 31Q: 3 clusters Score -3232724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3232730.750000 Penalty: 3040.759277
	Iteration 32Q: 3 clusters Score -3232731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3232732.250000 Penalty: 3040.759277
	Iteration 33Q: 3 clusters Score -3232732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3232740.250000 Penalty: 3040.759277
	Iteration 34Q: 3 clusters Score -3232740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3232746.250000 Penalty: 3040.759277
	Iteration 35Q: 3 clusters Score -3232746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3232746.500000 Penalty: 3040.759277
	Iteration 36Q: 3 clusters Score -3232746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3232750.500000 Penalty: 3040.759277
	Iteration 37Q: 3 clusters Score -3232750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3232750.500000 Penalty: 3040.759277
	Iteration 38F: 3 clusters Score -3232750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Entering Unmasked Estep 
Score: -10086467.000000 Penalty: 1692.426758
	Iteration 0F: 2 clusters Score -1.008647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -10030442.000000 Penalty: 3384.853516
	Iteration 0F: 3 clusters Score -1.003044e+07 nChanged 41102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -10053852.000000 Penalty: 3384.853516
	Iteration 1F: 3 clusters Score -1.005385e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -10055095.000000 Penalty: 3384.853516
	Iteration 2Q: 3 clusters Score -1.00551e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -10056668.000000 Penalty: 3384.853516
	Iteration 3Q: 3 clusters Score -1.005667e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -10058886.000000 Penalty: 3384.853516
	Iteration 4Q: 3 clusters Score -1.005889e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -10061778.000000 Penalty: 3384.853516
	Iteration 5F: 3 clusters Score -1.006178e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -10064979.000000 Penalty: 3384.853516
	Iteration 6F: 3 clusters Score -1.006498e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -10068229.000000 Penalty: 3384.853516
	Iteration 7F: 3 clusters Score -1.006823e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -10071496.000000 Penalty: 3384.853516
	Iteration 8F: 3 clusters Score -1.00715e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -10074914.000000 Penalty: 3384.853516
	Iteration 9F: 3 clusters Score -1.007491e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -10078497.000000 Penalty: 3384.853516
	Iteration 10Q: 3 clusters Score -1.00785e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -10082757.000000 Penalty: 3384.853516
	Iteration 11Q: 3 clusters Score -1.008276e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -10087036.000000 Penalty: 3384.853516
	Iteration 12Q: 3 clusters Score -1.008704e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -10090599.000000 Penalty: 3384.853516
	Iteration 13Q: 3 clusters Score -1.00906e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -10093272.000000 Penalty: 3384.853516
	Iteration 14Q: 3 clusters Score -1.009327e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -10095327.000000 Penalty: 3384.853516
	Iteration 15Q: 3 clusters Score -1.009533e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -10096672.000000 Penalty: 3384.853516
	Iteration 16Q: 3 clusters Score -1.009667e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -10097535.000000 Penalty: 3384.853516
	Iteration 17Q: 3 clusters Score -1.009754e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -10098296.000000 Penalty: 3384.853516
	Iteration 18Q: 3 clusters Score -1.00983e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -10098832.000000 Penalty: 3384.853516
	Iteration 19Q: 3 clusters Score -1.009883e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -10099274.000000 Penalty: 3384.853516
	Iteration 20F: 3 clusters Score -1.009927e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -10099557.000000 Penalty: 3384.853516
	Iteration 21Q: 3 clusters Score -1.009956e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -10099769.000000 Penalty: 3384.853516
	Iteration 22Q: 3 clusters Score -1.009977e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -10099851.000000 Penalty: 3384.853516
	Iteration 23Q: 3 clusters Score -1.009985e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -10099936.000000 Penalty: 3384.853516
	Iteration 24Q: 3 clusters Score -1.009994e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -10100044.000000 Penalty: 3384.853516
	Iteration 25Q: 3 clusters Score -1.010004e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -10100053.000000 Penalty: 3384.853516
	Iteration 26Q: 3 clusters Score -1.010005e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -10100107.000000 Penalty: 3384.853516
	Iteration 27Q: 3 clusters Score -1.010011e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -10100099.000000 Penalty: 3384.853516
	Iteration 28Q: 3 clusters Score -1.01001e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -10100147.000000 Penalty: 3384.853516
	Iteration 29Q: 3 clusters Score -1.010015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -10100162.000000 Penalty: 3384.853516
	Iteration 30Q: 3 clusters Score -1.010016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -10100168.000000 Penalty: 3384.853516
	Iteration 31Q: 3 clusters Score -1.010017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -10100168.000000 Penalty: 3384.853516
	Iteration 32Q: 3 clusters Score -1.010017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -10100178.000000 Penalty: 3384.853516
	Iteration 33Q: 3 clusters Score -1.010018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -10100178.000000 Penalty: 3384.853516
	Iteration 34Q: 3 clusters Score -1.010018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -10100184.000000 Penalty: 3384.853516
	Iteration 35Q: 3 clusters Score -1.010018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -10100181.000000 Penalty: 3384.853516
	Iteration 36Q: 3 clusters Score -1.010018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -10100183.000000 Penalty: 3384.853516
	Iteration 37Q: 3 clusters Score -1.010018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -10100188.000000 Penalty: 3384.853516
	Iteration 38Q: 3 clusters Score -1.010019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -10100187.000000 Penalty: 3384.853516
	Iteration 39Q: 3 clusters Score -1.010019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -10100187.000000 Penalty: 3384.853516
	Iteration 40F: 3 clusters Score -1.010019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 36967 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Entering Unmasked Estep 
Score: -111122400.000000 Penalty: 111040.804688
Splitting cluster 4 changes total score from -111096752.000000 to -111122400.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 5 (19934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Entering Unmasked Estep 
Score: -2198477.500000 Penalty: 1473.147095
	Iteration 0F: 2 clusters Score -2198478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2185423.750000 Penalty: 2946.294189
	Iteration 0F: 3 clusters Score -2185424 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2190095.500000 Penalty: 2946.294189
	Iteration 1F: 3 clusters Score -2190096 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2190520.000000 Penalty: 2946.294189
	Iteration 2F: 3 clusters Score -2190520 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2190904.250000 Penalty: 2946.294189
	Iteration 3Q: 3 clusters Score -2190904 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2191328.250000 Penalty: 2946.294189
	Iteration 4Q: 3 clusters Score -2191328 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2191707.000000 Penalty: 2946.294189
	Iteration 5Q: 3 clusters Score -2191707 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2192131.750000 Penalty: 2946.294189
	Iteration 6Q: 3 clusters Score -2192132 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2192573.000000 Penalty: 2946.294189
	Iteration 7Q: 3 clusters Score -2192573 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2193068.250000 Penalty: 2946.294189
	Iteration 8Q: 3 clusters Score -2193068 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2193642.500000 Penalty: 2946.294189
	Iteration 9Q: 3 clusters Score -2193642 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2194242.000000 Penalty: 2946.294189
	Iteration 10Q: 3 clusters Score -2194242 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2194825.750000 Penalty: 2946.294189
	Iteration 11Q: 3 clusters Score -2194826 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2195324.500000 Penalty: 2946.294189
	Iteration 12Q: 3 clusters Score -2195324 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2195798.750000 Penalty: 2946.294189
	Iteration 13Q: 3 clusters Score -2195799 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2196139.500000 Penalty: 2946.294189
	Iteration 14Q: 3 clusters Score -2196140 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2196381.750000 Penalty: 2946.294189
	Iteration 15Q: 3 clusters Score -2196382 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2196586.000000 Penalty: 2946.294189
	Iteration 16Q: 3 clusters Score -2196586 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2196763.750000 Penalty: 2946.294189
	Iteration 17Q: 3 clusters Score -2196764 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2196905.000000 Penalty: 2946.294189
	Iteration 18Q: 3 clusters Score -2196905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2197003.000000 Penalty: 2946.294189
	Iteration 19Q: 3 clusters Score -2197003 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2197074.250000 Penalty: 2946.294189
	Iteration 20F: 3 clusters Score -2197074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2197148.500000 Penalty: 2946.294189
	Iteration 21Q: 3 clusters Score -2197148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2197184.250000 Penalty: 2946.294189
	Iteration 22Q: 3 clusters Score -2197184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2197230.750000 Penalty: 2946.294189
	Iteration 23Q: 3 clusters Score -2197231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2197261.000000 Penalty: 2946.294189
	Iteration 24Q: 3 clusters Score -2197261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2197292.250000 Penalty: 2946.294189
	Iteration 25Q: 3 clusters Score -2197292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2197304.750000 Penalty: 2946.294189
	Iteration 26Q: 3 clusters Score -2197305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2197318.250000 Penalty: 2946.294189
	Iteration 27Q: 3 clusters Score -2197318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2197334.750000 Penalty: 2946.294189
	Iteration 28Q: 3 clusters Score -2197335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2197346.250000 Penalty: 2946.294189
	Iteration 29Q: 3 clusters Score -2197346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2197347.500000 Penalty: 2946.294189
	Iteration 30Q: 3 clusters Score -2197348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2197350.250000 Penalty: 2946.294189
	Iteration 31Q: 3 clusters Score -2197350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2197353.250000 Penalty: 2946.294189
	Iteration 32Q: 3 clusters Score -2197353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2197353.000000 Penalty: 2946.294189
	Iteration 33Q: 3 clusters Score -2197353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2197354.500000 Penalty: 2946.294189
	Iteration 34Q: 3 clusters Score -2197354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2197356.000000 Penalty: 2946.294189
	Iteration 35Q: 3 clusters Score -2197356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2197357.250000 Penalty: 2946.294189
	Iteration 36Q: 3 clusters Score -2197357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2197359.500000 Penalty: 2946.294189
	Iteration 37Q: 3 clusters Score -2197360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2197357.000000 Penalty: 2946.294189
	Iteration 38Q: 3 clusters Score -2197357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2197359.250000 Penalty: 2946.294189
	Iteration 39Q: 3 clusters Score -2197359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2197359.250000 Penalty: 2946.294189
	Iteration 40F: 3 clusters Score -2197359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1310796.250000 Penalty: 1396.107666
	Iteration 0F: 2 clusters Score -1310796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1302844.875000 Penalty: 2792.215332
	Iteration 0F: 3 clusters Score -1302845 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1305626.000000 Penalty: 2792.215332
	Iteration 1F: 3 clusters Score -1305626 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1306131.500000 Penalty: 2792.215332
	Iteration 2F: 3 clusters Score -1306132 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1306631.750000 Penalty: 2792.215332
	Iteration 3F: 3 clusters Score -1306632 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1307135.375000 Penalty: 2792.215332
	Iteration 4F: 3 clusters Score -1307135 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1307643.125000 Penalty: 2792.215332
	Iteration 5F: 3 clusters Score -1307643 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1308134.750000 Penalty: 2792.215332
	Iteration 6F: 3 clusters Score -1308135 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1308637.375000 Penalty: 2792.215332
	Iteration 7F: 3 clusters Score -1308637 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1309076.250000 Penalty: 2792.215332
	Iteration 8Q: 3 clusters Score -1309076 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1309399.750000 Penalty: 2792.215332
	Iteration 9Q: 3 clusters Score -1309400 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1309662.250000 Penalty: 2792.215332
	Iteration 10Q: 3 clusters Score -1309662 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1309858.250000 Penalty: 2792.215332
	Iteration 11Q: 3 clusters Score -1309858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1309971.875000 Penalty: 2792.215332
	Iteration 12Q: 3 clusters Score -1309972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1310052.500000 Penalty: 2792.215332
	Iteration 13Q: 3 clusters Score -1310052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1310108.000000 Penalty: 2792.215332
	Iteration 14Q: 3 clusters Score -1310108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1310152.250000 Penalty: 2792.215332
	Iteration 15Q: 3 clusters Score -1310152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1310176.625000 Penalty: 2792.215332
	Iteration 16Q: 3 clusters Score -1310177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1310194.375000 Penalty: 2792.215332
	Iteration 17Q: 3 clusters Score -1310194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1310208.625000 Penalty: 2792.215332
	Iteration 18Q: 3 clusters Score -1310209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1310223.125000 Penalty: 2792.215332
	Iteration 19Q: 3 clusters Score -1310223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1310229.875000 Penalty: 2792.215332
	Iteration 20F: 3 clusters Score -1310230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1310237.875000 Penalty: 2792.215332
	Iteration 21Q: 3 clusters Score -1310238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1310248.000000 Penalty: 2792.215332
	Iteration 22Q: 3 clusters Score -1310248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1310256.625000 Penalty: 2792.215332
	Iteration 23Q: 3 clusters Score -1310257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1310269.500000 Penalty: 2792.215332
	Iteration 24Q: 3 clusters Score -1310270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1310290.000000 Penalty: 2792.215332
	Iteration 25Q: 3 clusters Score -1310290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1310305.500000 Penalty: 2792.215332
	Iteration 26Q: 3 clusters Score -1310306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1310314.375000 Penalty: 2792.215332
	Iteration 27Q: 3 clusters Score -1310314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1310323.000000 Penalty: 2792.215332
	Iteration 28Q: 3 clusters Score -1310323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1310331.875000 Penalty: 2792.215332
	Iteration 29Q: 3 clusters Score -1310332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1310337.375000 Penalty: 2792.215332
	Iteration 30Q: 3 clusters Score -1310337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1310345.875000 Penalty: 2792.215332
	Iteration 31Q: 3 clusters Score -1310346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1310359.750000 Penalty: 2792.215332
	Iteration 32Q: 3 clusters Score -1310360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1310377.250000 Penalty: 2792.215332
	Iteration 33Q: 3 clusters Score -1310377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1310394.875000 Penalty: 2792.215332
	Iteration 34Q: 3 clusters Score -1310395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1310418.250000 Penalty: 2792.215332
	Iteration 35Q: 3 clusters Score -1310418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1310444.000000 Penalty: 2792.215332
	Iteration 36Q: 3 clusters Score -1310444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1310464.375000 Penalty: 2792.215332
	Iteration 37Q: 3 clusters Score -1310464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1310490.875000 Penalty: 2792.215332
	Iteration 38Q: 3 clusters Score -1310491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1310509.000000 Penalty: 2792.215332
	Iteration 39Q: 3 clusters Score -1310509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1310518.875000 Penalty: 2792.215332
	Iteration 40F: 3 clusters Score -1310519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1310527.750000 Penalty: 2792.215332
	Iteration 41Q: 3 clusters Score -1310528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1310533.875000 Penalty: 2792.215332
	Iteration 42Q: 3 clusters Score -1310534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1310539.750000 Penalty: 2792.215332
	Iteration 43Q: 3 clusters Score -1310540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1310540.625000 Penalty: 2792.215332
	Iteration 44Q: 3 clusters Score -1310541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1310543.875000 Penalty: 2792.215332
	Iteration 45Q: 3 clusters Score -1310544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1310543.875000 Penalty: 2792.215332
	Iteration 46Q: 3 clusters Score -1310544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1310549.875000 Penalty: 2792.215332
	Iteration 47Q: 3 clusters Score -1310550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1310553.500000 Penalty: 2792.215332
	Iteration 48Q: 3 clusters Score -1310554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1310555.375000 Penalty: 2792.215332
	Iteration 49Q: 3 clusters Score -1310555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1310558.125000 Penalty: 2792.215332
	Iteration 50Q: 3 clusters Score -1310558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1310559.000000 Penalty: 2792.215332
	Iteration 51Q: 3 clusters Score -1310559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1310562.625000 Penalty: 2792.215332
	Iteration 52Q: 3 clusters Score -1310563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1310568.625000 Penalty: 2792.215332
	Iteration 53Q: 3 clusters Score -1310569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1310571.750000 Penalty: 2792.215332
	Iteration 54Q: 3 clusters Score -1310572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1310578.625000 Penalty: 2792.215332
	Iteration 55Q: 3 clusters Score -1310579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1310580.000000 Penalty: 2792.215332
	Iteration 56Q: 3 clusters Score -1310580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1310579.000000 Penalty: 2792.215332
	Iteration 57Q: 3 clusters Score -1310579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1310579.375000 Penalty: 2792.215332
	Iteration 58Q: 3 clusters Score -1310579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1310582.125000 Penalty: 2792.215332
	Iteration 59Q: 3 clusters Score -1310582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1310581.875000 Penalty: 2792.215332
	Iteration 60F: 3 clusters Score -1310582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1310582.375000 Penalty: 2792.215332
	Iteration 61Q: 3 clusters Score -1310582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1310583.000000 Penalty: 2792.215332
	Iteration 62Q: 3 clusters Score -1310583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1310583.000000 Penalty: 2792.215332
	Iteration 63Q: 3 clusters Score -1310583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1310584.750000 Penalty: 2792.215332
	Iteration 64Q: 3 clusters Score -1310585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1310584.250000 Penalty: 2792.215332
	Iteration 65Q: 3 clusters Score -1310584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1310589.000000 Penalty: 2792.215332
	Iteration 66Q: 3 clusters Score -1310589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1310589.000000 Penalty: 2792.215332
	Iteration 67F: 3 clusters Score -1310589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Entering Unmasked Estep 
Score: -2508214.250000 Penalty: 1483.400269
	Iteration 0F: 2 clusters Score -2508214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2494267.750000 Penalty: 2966.800537
	Iteration 0F: 3 clusters Score -2494268 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2499156.000000 Penalty: 2966.800537
	Iteration 1F: 3 clusters Score -2499156 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2499554.500000 Penalty: 2966.800537
	Iteration 2F: 3 clusters Score -2499554 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2499858.000000 Penalty: 2966.800537
	Iteration 3Q: 3 clusters Score -2499858 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2500137.500000 Penalty: 2966.800537
	Iteration 4Q: 3 clusters Score -2500138 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2500358.500000 Penalty: 2966.800537
	Iteration 5Q: 3 clusters Score -2500358 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2500592.250000 Penalty: 2966.800537
	Iteration 6Q: 3 clusters Score -2500592 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2500895.250000 Penalty: 2966.800537
	Iteration 7Q: 3 clusters Score -2500895 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2501267.500000 Penalty: 2966.800537
	Iteration 8Q: 3 clusters Score -2501268 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2501798.000000 Penalty: 2966.800537
	Iteration 9Q: 3 clusters Score -2501798 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2502593.750000 Penalty: 2966.800537
	Iteration 10F: 3 clusters Score -2502594 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2503588.000000 Penalty: 2966.800537
	Iteration 11F: 3 clusters Score -2503588 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2504660.000000 Penalty: 2966.800537
	Iteration 12F: 3 clusters Score -2504660 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2505575.250000 Penalty: 2966.800537
	Iteration 13Q: 3 clusters Score -2505575 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2506207.750000 Penalty: 2966.800537
	Iteration 14Q: 3 clusters Score -2506208 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2506546.250000 Penalty: 2966.800537
	Iteration 15Q: 3 clusters Score -2506546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2506748.750000 Penalty: 2966.800537
	Iteration 16Q: 3 clusters Score -2506749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2506872.750000 Penalty: 2966.800537
	Iteration 17Q: 3 clusters Score -2506873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2506944.750000 Penalty: 2966.800537
	Iteration 18Q: 3 clusters Score -2506945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2506992.500000 Penalty: 2966.800537
	Iteration 19Q: 3 clusters Score -2506992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2507016.500000 Penalty: 2966.800537
	Iteration 20F: 3 clusters Score -2507016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2507025.750000 Penalty: 2966.800537
	Iteration 21Q: 3 clusters Score -2507026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2507036.250000 Penalty: 2966.800537
	Iteration 22Q: 3 clusters Score -2507036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2507044.500000 Penalty: 2966.800537
	Iteration 23Q: 3 clusters Score -2507044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2507049.750000 Penalty: 2966.800537
	Iteration 24Q: 3 clusters Score -2507050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2507048.000000 Penalty: 2966.800537
	Iteration 25Q: 3 clusters Score -2507048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2507048.000000 Penalty: 2966.800537
	Iteration 26F: 3 clusters Score -2507048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Entering Unmasked Estep 
Score: -1589098.250000 Penalty: 1423.429077
	Iteration 0F: 2 clusters Score -1589098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1579600.250000 Penalty: 2846.858154
	Iteration 0F: 3 clusters Score -1579600 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1582900.875000 Penalty: 2846.858154
	Iteration 1F: 3 clusters Score -1582901 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1583254.875000 Penalty: 2846.858154
	Iteration 2F: 3 clusters Score -1583255 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1583567.125000 Penalty: 2846.858154
	Iteration 3Q: 3 clusters Score -1583567 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1583836.875000 Penalty: 2846.858154
	Iteration 4Q: 3 clusters Score -1583837 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1584097.625000 Penalty: 2846.858154
	Iteration 5Q: 3 clusters Score -1584098 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1584369.125000 Penalty: 2846.858154
	Iteration 6Q: 3 clusters Score -1584369 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1584654.375000 Penalty: 2846.858154
	Iteration 7Q: 3 clusters Score -1584654 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1584940.750000 Penalty: 2846.858154
	Iteration 8Q: 3 clusters Score -1584941 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1585214.750000 Penalty: 2846.858154
	Iteration 9Q: 3 clusters Score -1585215 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1585471.875000 Penalty: 2846.858154
	Iteration 10Q: 3 clusters Score -1585472 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1585701.000000 Penalty: 2846.858154
	Iteration 11Q: 3 clusters Score -1585701 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1585927.750000 Penalty: 2846.858154
	Iteration 12Q: 3 clusters Score -1585928 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1586171.125000 Penalty: 2846.858154
	Iteration 13Q: 3 clusters Score -1586171 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1586415.125000 Penalty: 2846.858154
	Iteration 14Q: 3 clusters Score -1586415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1586683.250000 Penalty: 2846.858154
	Iteration 15Q: 3 clusters Score -1586683 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1586933.500000 Penalty: 2846.858154
	Iteration 16Q: 3 clusters Score -1586934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1587138.750000 Penalty: 2846.858154
	Iteration 17Q: 3 clusters Score -1587139 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1587300.500000 Penalty: 2846.858154
	Iteration 18Q: 3 clusters Score -1587300 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1587431.000000 Penalty: 2846.858154
	Iteration 19Q: 3 clusters Score -1587431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1587519.625000 Penalty: 2846.858154
	Iteration 20F: 3 clusters Score -1587520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1587597.250000 Penalty: 2846.858154
	Iteration 21Q: 3 clusters Score -1587597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1587679.125000 Penalty: 2846.858154
	Iteration 22Q: 3 clusters Score -1587679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1587739.875000 Penalty: 2846.858154
	Iteration 23Q: 3 clusters Score -1587740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1587780.625000 Penalty: 2846.858154
	Iteration 24Q: 3 clusters Score -1587781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1587814.875000 Penalty: 2846.858154
	Iteration 25Q: 3 clusters Score -1587815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1587849.125000 Penalty: 2846.858154
	Iteration 26Q: 3 clusters Score -1587849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1587871.250000 Penalty: 2846.858154
	Iteration 27Q: 3 clusters Score -1587871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1587901.125000 Penalty: 2846.858154
	Iteration 28Q: 3 clusters Score -1587901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1587918.375000 Penalty: 2846.858154
	Iteration 29Q: 3 clusters Score -1587918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1587932.250000 Penalty: 2846.858154
	Iteration 30Q: 3 clusters Score -1587932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1587938.500000 Penalty: 2846.858154
	Iteration 31Q: 3 clusters Score -1587938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1587951.125000 Penalty: 2846.858154
	Iteration 32Q: 3 clusters Score -1587951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1587961.125000 Penalty: 2846.858154
	Iteration 33Q: 3 clusters Score -1587961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1587963.375000 Penalty: 2846.858154
	Iteration 34Q: 3 clusters Score -1587963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1587968.125000 Penalty: 2846.858154
	Iteration 35Q: 3 clusters Score -1587968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1587971.250000 Penalty: 2846.858154
	Iteration 36Q: 3 clusters Score -1587971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1587973.625000 Penalty: 2846.858154
	Iteration 37Q: 3 clusters Score -1587974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1587977.125000 Penalty: 2846.858154
	Iteration 38Q: 3 clusters Score -1587977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1587981.875000 Penalty: 2846.858154
	Iteration 39Q: 3 clusters Score -1587982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1587981.875000 Penalty: 2846.858154
	Iteration 40F: 3 clusters Score -1587982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -60793.191406 Penalty: 973.948059
	Iteration 0F: 2 clusters Score -60793.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59773.039062 Penalty: 1947.896118
	Iteration 0F: 3 clusters Score -59773.04 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60041.496094 Penalty: 1947.896118
	Iteration 1F: 3 clusters Score -60041.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60144.480469 Penalty: 1947.896118
	Iteration 2F: 3 clusters Score -60144.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60185.820312 Penalty: 1947.896118
	Iteration 3Q: 3 clusters Score -60185.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60200.031250 Penalty: 1947.896118
	Iteration 4Q: 3 clusters Score -60200.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60209.789062 Penalty: 1947.896118
	Iteration 5Q: 3 clusters Score -60209.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60214.855469 Penalty: 1947.896118
	Iteration 6Q: 3 clusters Score -60214.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60216.894531 Penalty: 1947.896118
	Iteration 7Q: 3 clusters Score -60216.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60216.894531 Penalty: 1947.896118
	Iteration 8F: 3 clusters Score -60216.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Entering Unmasked Estep 
Score: -2645038.750000 Penalty: 1491.548096
	Iteration 0F: 2 clusters Score -2645039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2630196.750000 Penalty: 2983.096191
	Iteration 0F: 3 clusters Score -2630197 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2635618.500000 Penalty: 2983.096191
	Iteration 1F: 3 clusters Score -2635618 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2636082.750000 Penalty: 2983.096191
	Iteration 2F: 3 clusters Score -2636083 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2636446.250000 Penalty: 2983.096191
	Iteration 3Q: 3 clusters Score -2636446 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2636809.500000 Penalty: 2983.096191
	Iteration 4Q: 3 clusters Score -2636810 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2637205.250000 Penalty: 2983.096191
	Iteration 5Q: 3 clusters Score -2637205 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2637636.250000 Penalty: 2983.096191
	Iteration 6Q: 3 clusters Score -2637636 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2638154.000000 Penalty: 2983.096191
	Iteration 7Q: 3 clusters Score -2638154 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2638798.250000 Penalty: 2983.096191
	Iteration 8Q: 3 clusters Score -2638798 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2639590.750000 Penalty: 2983.096191
	Iteration 9F: 3 clusters Score -2639591 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2640459.500000 Penalty: 2983.096191
	Iteration 10F: 3 clusters Score -2640460 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2641250.250000 Penalty: 2983.096191
	Iteration 11F: 3 clusters Score -2641250 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2641774.500000 Penalty: 2983.096191
	Iteration 12Q: 3 clusters Score -2641774 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2642081.750000 Penalty: 2983.096191
	Iteration 13Q: 3 clusters Score -2642082 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2642273.000000 Penalty: 2983.096191
	Iteration 14Q: 3 clusters Score -2642273 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2642389.250000 Penalty: 2983.096191
	Iteration 15Q: 3 clusters Score -2642389 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2642507.750000 Penalty: 2983.096191
	Iteration 16Q: 3 clusters Score -2642508 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2642602.500000 Penalty: 2983.096191
	Iteration 17Q: 3 clusters Score -2642602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2642688.750000 Penalty: 2983.096191
	Iteration 18Q: 3 clusters Score -2642689 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2642754.750000 Penalty: 2983.096191
	Iteration 19Q: 3 clusters Score -2642755 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2642842.250000 Penalty: 2983.096191
	Iteration 20F: 3 clusters Score -2642842 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2642926.250000 Penalty: 2983.096191
	Iteration 21Q: 3 clusters Score -2642926 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2642986.500000 Penalty: 2983.096191
	Iteration 22Q: 3 clusters Score -2642986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2643032.250000 Penalty: 2983.096191
	Iteration 23Q: 3 clusters Score -2643032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2643075.250000 Penalty: 2983.096191
	Iteration 24Q: 3 clusters Score -2643075 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2643122.500000 Penalty: 2983.096191
	Iteration 25Q: 3 clusters Score -2643122 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2643166.500000 Penalty: 2983.096191
	Iteration 26Q: 3 clusters Score -2643166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2643195.750000 Penalty: 2983.096191
	Iteration 27Q: 3 clusters Score -2643196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2643228.500000 Penalty: 2983.096191
	Iteration 28Q: 3 clusters Score -2643228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2643254.250000 Penalty: 2983.096191
	Iteration 29Q: 3 clusters Score -2643254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2643286.250000 Penalty: 2983.096191
	Iteration 30Q: 3 clusters Score -2643286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2643304.250000 Penalty: 2983.096191
	Iteration 31Q: 3 clusters Score -2643304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2643329.000000 Penalty: 2983.096191
	Iteration 32Q: 3 clusters Score -2643329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2643339.250000 Penalty: 2983.096191
	Iteration 33Q: 3 clusters Score -2643339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2643353.250000 Penalty: 2983.096191
	Iteration 34Q: 3 clusters Score -2643353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2643363.250000 Penalty: 2983.096191
	Iteration 35Q: 3 clusters Score -2643363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2643372.500000 Penalty: 2983.096191
	Iteration 36Q: 3 clusters Score -2643372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2643382.000000 Penalty: 2983.096191
	Iteration 37Q: 3 clusters Score -2643382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2643393.500000 Penalty: 2983.096191
	Iteration 38Q: 3 clusters Score -2643394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2643404.750000 Penalty: 2983.096191
	Iteration 39Q: 3 clusters Score -2643405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2643407.250000 Penalty: 2983.096191
	Iteration 40F: 3 clusters Score -2643407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2643421.000000 Penalty: 2983.096191
	Iteration 41Q: 3 clusters Score -2643421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2643423.000000 Penalty: 2983.096191
	Iteration 42Q: 3 clusters Score -2643423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2643439.000000 Penalty: 2983.096191
	Iteration 43Q: 3 clusters Score -2643439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2643446.000000 Penalty: 2983.096191
	Iteration 44Q: 3 clusters Score -2643446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2643457.000000 Penalty: 2983.096191
	Iteration 45Q: 3 clusters Score -2643457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2643471.750000 Penalty: 2983.096191
	Iteration 46Q: 3 clusters Score -2643472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2643472.250000 Penalty: 2983.096191
	Iteration 47Q: 3 clusters Score -2643472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2643473.750000 Penalty: 2983.096191
	Iteration 48Q: 3 clusters Score -2643474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2643490.250000 Penalty: 2983.096191
	Iteration 49Q: 3 clusters Score -2643490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2643496.250000 Penalty: 2983.096191
	Iteration 50Q: 3 clusters Score -2643496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2643507.500000 Penalty: 2983.096191
	Iteration 51Q: 3 clusters Score -2643508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2643515.250000 Penalty: 2983.096191
	Iteration 52Q: 3 clusters Score -2643515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2643511.000000 Penalty: 2983.096191
	Iteration 53Q: 3 clusters Score -2643511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2643520.500000 Penalty: 2983.096191
	Iteration 54Q: 3 clusters Score -2643520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2643522.000000 Penalty: 2983.096191
	Iteration 55Q: 3 clusters Score -2643522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2643523.500000 Penalty: 2983.096191
	Iteration 56Q: 3 clusters Score -2643524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2643526.500000 Penalty: 2983.096191
	Iteration 57Q: 3 clusters Score -2643526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2643538.500000 Penalty: 2983.096191
	Iteration 58Q: 3 clusters Score -2643538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2643538.250000 Penalty: 2983.096191
	Iteration 59Q: 3 clusters Score -2643538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2643540.250000 Penalty: 2983.096191
	Iteration 60F: 3 clusters Score -2643540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2643543.750000 Penalty: 2983.096191
	Iteration 61Q: 3 clusters Score -2643544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2643544.500000 Penalty: 2983.096191
	Iteration 62Q: 3 clusters Score -2643544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2643544.250000 Penalty: 2983.096191
	Iteration 63Q: 3 clusters Score -2643544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2643545.750000 Penalty: 2983.096191
	Iteration 64Q: 3 clusters Score -2643546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2643550.250000 Penalty: 2983.096191
	Iteration 65Q: 3 clusters Score -2643550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2643550.500000 Penalty: 2983.096191
	Iteration 66Q: 3 clusters Score -2643550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2643547.250000 Penalty: 2983.096191
	Iteration 67Q: 3 clusters Score -2643547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2643547.000000 Penalty: 2983.096191
	Iteration 68Q: 3 clusters Score -2643547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2643546.750000 Penalty: 2983.096191
	Iteration 69Q: 3 clusters Score -2643547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2643551.250000 Penalty: 2983.096191
	Iteration 70Q: 3 clusters Score -2643551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2643556.250000 Penalty: 2983.096191
	Iteration 71Q: 3 clusters Score -2643556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2643563.500000 Penalty: 2983.096191
	Iteration 72Q: 3 clusters Score -2643564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2643568.500000 Penalty: 2983.096191
	Iteration 73Q: 3 clusters Score -2643568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2643568.500000 Penalty: 2983.096191
	Iteration 74Q: 3 clusters Score -2643568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2643578.500000 Penalty: 2983.096191
	Iteration 75Q: 3 clusters Score -2643578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2643575.750000 Penalty: 2983.096191
	Iteration 76Q: 3 clusters Score -2643576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2643586.500000 Penalty: 2983.096191
	Iteration 77Q: 3 clusters Score -2643586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2643590.750000 Penalty: 2983.096191
	Iteration 78Q: 3 clusters Score -2643591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2643591.500000 Penalty: 2983.096191
	Iteration 79Q: 3 clusters Score -2643592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2643591.000000 Penalty: 2983.096191
	Iteration 80F: 3 clusters Score -2643591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2643592.750000 Penalty: 2983.096191
	Iteration 81Q: 3 clusters Score -2643593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2643594.500000 Penalty: 2983.096191
	Iteration 82Q: 3 clusters Score -2643594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2643598.000000 Penalty: 2983.096191
	Iteration 83Q: 3 clusters Score -2643598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2643596.750000 Penalty: 2983.096191
	Iteration 84Q: 3 clusters Score -2643597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2643594.750000 Penalty: 2983.096191
	Iteration 85Q: 3 clusters Score -2643595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2643595.250000 Penalty: 2983.096191
	Iteration 86Q: 3 clusters Score -2643595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2643592.750000 Penalty: 2983.096191
	Iteration 87Q: 3 clusters Score -2643593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2643600.000000 Penalty: 2983.096191
	Iteration 88Q: 3 clusters Score -2643600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2643607.000000 Penalty: 2983.096191
	Iteration 89Q: 3 clusters Score -2643607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2643609.250000 Penalty: 2983.096191
	Iteration 90Q: 3 clusters Score -2643609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2643618.750000 Penalty: 2983.096191
	Iteration 91Q: 3 clusters Score -2643619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2643620.500000 Penalty: 2983.096191
	Iteration 92Q: 3 clusters Score -2643620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2643621.750000 Penalty: 2983.096191
	Iteration 93Q: 3 clusters Score -2643622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2643626.500000 Penalty: 2983.096191
	Iteration 94Q: 3 clusters Score -2643626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2643625.500000 Penalty: 2983.096191
	Iteration 95Q: 3 clusters Score -2643626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2643625.500000 Penalty: 2983.096191
	Iteration 96Q: 3 clusters Score -2643626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2643628.500000 Penalty: 2983.096191
	Iteration 97Q: 3 clusters Score -2643628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2643632.750000 Penalty: 2983.096191
	Iteration 98Q: 3 clusters Score -2643633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2643639.000000 Penalty: 2983.096191
	Iteration 99Q: 3 clusters Score -2643639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2643634.250000 Penalty: 2983.096191
	Iteration 100F: 3 clusters Score -2643634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2643636.750000 Penalty: 2983.096191
	Iteration 101Q: 3 clusters Score -2643637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2643633.500000 Penalty: 2983.096191
	Iteration 102Q: 3 clusters Score -2643634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2643641.000000 Penalty: 2983.096191
	Iteration 103Q: 3 clusters Score -2643641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2643642.250000 Penalty: 2983.096191
	Iteration 104Q: 3 clusters Score -2643642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2643650.250000 Penalty: 2983.096191
	Iteration 105Q: 3 clusters Score -2643650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2643648.000000 Penalty: 2983.096191
	Iteration 106Q: 3 clusters Score -2643648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2643651.750000 Penalty: 2983.096191
	Iteration 107Q: 3 clusters Score -2643652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2643653.500000 Penalty: 2983.096191
	Iteration 108Q: 3 clusters Score -2643654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2643651.750000 Penalty: 2983.096191
	Iteration 109Q: 3 clusters Score -2643652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2643659.750000 Penalty: 2983.096191
	Iteration 110Q: 3 clusters Score -2643660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2643668.500000 Penalty: 2983.096191
	Iteration 111Q: 3 clusters Score -2643668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2643665.000000 Penalty: 2983.096191
	Iteration 112Q: 3 clusters Score -2643665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2643671.000000 Penalty: 2983.096191
	Iteration 113Q: 3 clusters Score -2643671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2643675.250000 Penalty: 2983.096191
	Iteration 114Q: 3 clusters Score -2643675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2643674.750000 Penalty: 2983.096191
	Iteration 115Q: 3 clusters Score -2643675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2643678.250000 Penalty: 2983.096191
	Iteration 116Q: 3 clusters Score -2643678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2643683.500000 Penalty: 2983.096191
	Iteration 117Q: 3 clusters Score -2643684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2643689.000000 Penalty: 2983.096191
	Iteration 118Q: 3 clusters Score -2643689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2643683.750000 Penalty: 2983.096191
	Iteration 119Q: 3 clusters Score -2643684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2643687.500000 Penalty: 2983.096191
	Iteration 120F: 3 clusters Score -2643688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2643687.750000 Penalty: 2983.096191
	Iteration 121Q: 3 clusters Score -2643688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2643693.500000 Penalty: 2983.096191
	Iteration 122Q: 3 clusters Score -2643694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2643689.000000 Penalty: 2983.096191
	Iteration 123Q: 3 clusters Score -2643689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2643690.250000 Penalty: 2983.096191
	Iteration 124Q: 3 clusters Score -2643690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2643690.250000 Penalty: 2983.096191
	Iteration 125F: 3 clusters Score -2643690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -665854.062500 Penalty: 1293.142456
	Iteration 0F: 2 clusters Score -665854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -661605.437500 Penalty: 2586.284912
	Iteration 0F: 3 clusters Score -661605.4 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -662818.875000 Penalty: 2586.284912
	Iteration 1F: 3 clusters Score -662818.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -663028.750000 Penalty: 2586.284912
	Iteration 2F: 3 clusters Score -663028.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -663159.000000 Penalty: 2586.284912
	Iteration 3Q: 3 clusters Score -663159 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -663269.562500 Penalty: 2586.284912
	Iteration 4Q: 3 clusters Score -663269.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -663371.875000 Penalty: 2586.284912
	Iteration 5Q: 3 clusters Score -663371.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -663462.625000 Penalty: 2586.284912
	Iteration 6Q: 3 clusters Score -663462.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -663544.312500 Penalty: 2586.284912
	Iteration 7Q: 3 clusters Score -663544.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -663618.125000 Penalty: 2586.284912
	Iteration 8Q: 3 clusters Score -663618.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -663671.125000 Penalty: 2586.284912
	Iteration 9Q: 3 clusters Score -663671.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -663714.437500 Penalty: 2586.284912
	Iteration 10Q: 3 clusters Score -663714.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -663770.625000 Penalty: 2586.284912
	Iteration 11Q: 3 clusters Score -663770.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -663805.187500 Penalty: 2586.284912
	Iteration 12Q: 3 clusters Score -663805.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -663834.437500 Penalty: 2586.284912
	Iteration 13Q: 3 clusters Score -663834.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -663856.375000 Penalty: 2586.284912
	Iteration 14Q: 3 clusters Score -663856.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663878.312500 Penalty: 2586.284912
	Iteration 15Q: 3 clusters Score -663878.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -663901.750000 Penalty: 2586.284912
	Iteration 16Q: 3 clusters Score -663901.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -663922.937500 Penalty: 2586.284912
	Iteration 17Q: 3 clusters Score -663922.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -663940.000000 Penalty: 2586.284912
	Iteration 18Q: 3 clusters Score -663940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -663957.187500 Penalty: 2586.284912
	Iteration 19Q: 3 clusters Score -663957.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -663973.000000 Penalty: 2586.284912
	Iteration 20F: 3 clusters Score -663973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -663988.687500 Penalty: 2586.284912
	Iteration 21Q: 3 clusters Score -663988.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -664000.937500 Penalty: 2586.284912
	Iteration 22Q: 3 clusters Score -664000.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -664013.812500 Penalty: 2586.284912
	Iteration 23Q: 3 clusters Score -664013.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -664033.937500 Penalty: 2586.284912
	Iteration 24Q: 3 clusters Score -664033.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -664055.500000 Penalty: 2586.284912
	Iteration 25Q: 3 clusters Score -664055.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -664074.062500 Penalty: 2586.284912
	Iteration 26Q: 3 clusters Score -664074.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -664090.937500 Penalty: 2586.284912
	Iteration 27Q: 3 clusters Score -664090.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -664110.750000 Penalty: 2586.284912
	Iteration 28Q: 3 clusters Score -664110.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -664132.187500 Penalty: 2586.284912
	Iteration 29Q: 3 clusters Score -664132.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -664146.875000 Penalty: 2586.284912
	Iteration 30Q: 3 clusters Score -664146.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -664166.375000 Penalty: 2586.284912
	Iteration 31Q: 3 clusters Score -664166.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -664189.562500 Penalty: 2586.284912
	Iteration 32Q: 3 clusters Score -664189.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -664208.000000 Penalty: 2586.284912
	Iteration 33Q: 3 clusters Score -664208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -664226.625000 Penalty: 2586.284912
	Iteration 34Q: 3 clusters Score -664226.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -664245.312500 Penalty: 2586.284912
	Iteration 35Q: 3 clusters Score -664245.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -664263.687500 Penalty: 2586.284912
	Iteration 36Q: 3 clusters Score -664263.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -664285.562500 Penalty: 2586.284912
	Iteration 37Q: 3 clusters Score -664285.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -664300.687500 Penalty: 2586.284912
	Iteration 38Q: 3 clusters Score -664300.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -664319.937500 Penalty: 2586.284912
	Iteration 39Q: 3 clusters Score -664319.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -664331.187500 Penalty: 2586.284912
	Iteration 40F: 3 clusters Score -664331.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -664344.750000 Penalty: 2586.284912
	Iteration 41Q: 3 clusters Score -664344.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -664359.312500 Penalty: 2586.284912
	Iteration 42Q: 3 clusters Score -664359.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -664371.062500 Penalty: 2586.284912
	Iteration 43Q: 3 clusters Score -664371.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -664381.625000 Penalty: 2586.284912
	Iteration 44Q: 3 clusters Score -664381.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -664390.125000 Penalty: 2586.284912
	Iteration 45Q: 3 clusters Score -664390.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -664394.187500 Penalty: 2586.284912
	Iteration 46Q: 3 clusters Score -664394.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -664399.125000 Penalty: 2586.284912
	Iteration 47Q: 3 clusters Score -664399.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -664407.812500 Penalty: 2586.284912
	Iteration 48Q: 3 clusters Score -664407.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -664412.125000 Penalty: 2586.284912
	Iteration 49Q: 3 clusters Score -664412.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -664415.375000 Penalty: 2586.284912
	Iteration 50Q: 3 clusters Score -664415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -664420.000000 Penalty: 2586.284912
	Iteration 51Q: 3 clusters Score -664420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -664422.375000 Penalty: 2586.284912
	Iteration 52Q: 3 clusters Score -664422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -664423.562500 Penalty: 2586.284912
	Iteration 53Q: 3 clusters Score -664423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -664425.062500 Penalty: 2586.284912
	Iteration 54Q: 3 clusters Score -664425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -664426.187500 Penalty: 2586.284912
	Iteration 55Q: 3 clusters Score -664426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -664427.812500 Penalty: 2586.284912
	Iteration 56Q: 3 clusters Score -664427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -664430.125000 Penalty: 2586.284912
	Iteration 57Q: 3 clusters Score -664430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -664430.812500 Penalty: 2586.284912
	Iteration 58Q: 3 clusters Score -664430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -664431.750000 Penalty: 2586.284912
	Iteration 59Q: 3 clusters Score -664431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -664433.062500 Penalty: 2586.284912
	Iteration 60F: 3 clusters Score -664433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -664434.500000 Penalty: 2586.284912
	Iteration 61Q: 3 clusters Score -664434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -664433.750000 Penalty: 2586.284912
	Iteration 62Q: 3 clusters Score -664433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -664434.437500 Penalty: 2586.284912
	Iteration 63Q: 3 clusters Score -664434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -664433.312500 Penalty: 2586.284912
	Iteration 64Q: 3 clusters Score -664433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -664434.625000 Penalty: 2586.284912
	Iteration 65Q: 3 clusters Score -664434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -664434.625000 Penalty: 2586.284912
	Iteration 66F: 3 clusters Score -664434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Entering Unmasked Estep 
Score: -4345246.500000 Penalty: 1565.045898
	Iteration 0F: 2 clusters Score -4345246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4321092.000000 Penalty: 3130.091797
	Iteration 0F: 3 clusters Score -4321092 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4330603.000000 Penalty: 3130.091797
	Iteration 1F: 3 clusters Score -4330603 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4331346.500000 Penalty: 3130.091797
	Iteration 2F: 3 clusters Score -4331346 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4332149.000000 Penalty: 3130.091797
	Iteration 3F: 3 clusters Score -4332149 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4333131.500000 Penalty: 3130.091797
	Iteration 4F: 3 clusters Score -4333132 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4334270.500000 Penalty: 3130.091797
	Iteration 5F: 3 clusters Score -4334270 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4335478.000000 Penalty: 3130.091797
	Iteration 6F: 3 clusters Score -4335478 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4336629.000000 Penalty: 3130.091797
	Iteration 7F: 3 clusters Score -4336629 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4337759.500000 Penalty: 3130.091797
	Iteration 8F: 3 clusters Score -4337760 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4338901.000000 Penalty: 3130.091797
	Iteration 9Q: 3 clusters Score -4338901 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4339972.500000 Penalty: 3130.091797
	Iteration 10Q: 3 clusters Score -4339972 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4341180.000000 Penalty: 3130.091797
	Iteration 11Q: 3 clusters Score -4341180 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4342999.000000 Penalty: 3130.091797
	Iteration 12Q: 3 clusters Score -4342999 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4344580.000000 Penalty: 3130.091797
	Iteration 13Q: 3 clusters Score -4344580 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4345053.000000 Penalty: 3130.091797
	Iteration 14Q: 3 clusters Score -4345053 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -4345412.000000 Penalty: 3130.091797
	Iteration 15Q: 3 clusters Score -4345412 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4345728.000000 Penalty: 3130.091797
	Iteration 16Q: 3 clusters Score -4345728 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -4346085.000000 Penalty: 3130.091797
	Iteration 17Q: 3 clusters Score -4346085 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4346490.500000 Penalty: 3130.091797
	Iteration 18Q: 3 clusters Score -4346490 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4346943.500000 Penalty: 3130.091797
	Iteration 19Q: 3 clusters Score -4346944 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4347534.000000 Penalty: 3130.091797
	Iteration 20F: 3 clusters Score -4347534 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4348378.000000 Penalty: 3130.091797
	Iteration 21Q: 3 clusters Score -4348378 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4349463.000000 Penalty: 3130.091797
	Iteration 22Q: 3 clusters Score -4349463 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4350808.500000 Penalty: 3130.091797
	Iteration 23Q: 3 clusters Score -4350808 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4352476.500000 Penalty: 3130.091797
	Iteration 24Q: 3 clusters Score -4352476 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4354511.500000 Penalty: 3130.091797
	Iteration 25Q: 3 clusters Score -4354512 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4356861.500000 Penalty: 3130.091797
	Iteration 26Q: 3 clusters Score -4356862 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4359448.000000 Penalty: 3130.091797
	Iteration 27Q: 3 clusters Score -4359448 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4361765.000000 Penalty: 3130.091797
	Iteration 28Q: 3 clusters Score -4361765 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4363552.000000 Penalty: 3130.091797
	Iteration 29Q: 3 clusters Score -4363552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4364694.500000 Penalty: 3130.091797
	Iteration 30Q: 3 clusters Score -4364694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4365285.500000 Penalty: 3130.091797
	Iteration 31Q: 3 clusters Score -4365286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4365573.500000 Penalty: 3130.091797
	Iteration 32Q: 3 clusters Score -4365574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4365629.500000 Penalty: 3130.091797
	Iteration 33Q: 3 clusters Score -4365630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4365642.500000 Penalty: 3130.091797
	Iteration 34Q: 3 clusters Score -4365642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4365647.000000 Penalty: 3130.091797
	Iteration 35Q: 3 clusters Score -4365647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4365783.000000 Penalty: 3130.091797
	Iteration 36F: 3 clusters Score -4365783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4365804.500000 Penalty: 3130.091797
	Iteration 37Q: 3 clusters Score -4365804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4365806.000000 Penalty: 3130.091797
	Iteration 38Q: 3 clusters Score -4365806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4365803.000000 Penalty: 3130.091797
	Iteration 39Q: 3 clusters Score -4365803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4365803.000000 Penalty: 3130.091797
	Iteration 40F: 3 clusters Score -4365803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Entering Unmasked Estep 
Score: -111142304.000000 Penalty: 113097.117188
Splitting cluster 12 changes total score from -111096752.000000 to -111142304.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 13 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -301626.218750 Penalty: 1179.370972
	Iteration 0F: 2 clusters Score -301626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -299304.687500 Penalty: 2358.741943
	Iteration 0F: 3 clusters Score -299304.7 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299917.000000 Penalty: 2358.741943
	Iteration 1F: 3 clusters Score -299917 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -300080.781250 Penalty: 2358.741943
	Iteration 2F: 3 clusters Score -300080.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -300176.218750 Penalty: 2358.741943
	Iteration 3Q: 3 clusters Score -300176.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -300231.625000 Penalty: 2358.741943
	Iteration 4Q: 3 clusters Score -300231.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300266.062500 Penalty: 2358.741943
	Iteration 5Q: 3 clusters Score -300266.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -300295.781250 Penalty: 2358.741943
	Iteration 6Q: 3 clusters Score -300295.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -300317.781250 Penalty: 2358.741943
	Iteration 7Q: 3 clusters Score -300317.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -300327.375000 Penalty: 2358.741943
	Iteration 8Q: 3 clusters Score -300327.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -300333.593750 Penalty: 2358.741943
	Iteration 9Q: 3 clusters Score -300333.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -300340.468750 Penalty: 2358.741943
	Iteration 10Q: 3 clusters Score -300340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -300346.250000 Penalty: 2358.741943
	Iteration 11Q: 3 clusters Score -300346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -300350.375000 Penalty: 2358.741943
	Iteration 12Q: 3 clusters Score -300350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -300354.281250 Penalty: 2358.741943
	Iteration 13Q: 3 clusters Score -300354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -300359.750000 Penalty: 2358.741943
	Iteration 14Q: 3 clusters Score -300359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -300365.187500 Penalty: 2358.741943
	Iteration 15Q: 3 clusters Score -300365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -300373.812500 Penalty: 2358.741943
	Iteration 16Q: 3 clusters Score -300373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -300380.031250 Penalty: 2358.741943
	Iteration 17Q: 3 clusters Score -300380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -300389.156250 Penalty: 2358.741943
	Iteration 18Q: 3 clusters Score -300389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -300396.156250 Penalty: 2358.741943
	Iteration 19Q: 3 clusters Score -300396.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -300405.750000 Penalty: 2358.741943
	Iteration 20F: 3 clusters Score -300405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -300414.718750 Penalty: 2358.741943
	Iteration 21Q: 3 clusters Score -300414.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -300422.656250 Penalty: 2358.741943
	Iteration 22Q: 3 clusters Score -300422.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -300434.968750 Penalty: 2358.741943
	Iteration 23Q: 3 clusters Score -300435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -300444.593750 Penalty: 2358.741943
	Iteration 24Q: 3 clusters Score -300444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -300453.156250 Penalty: 2358.741943
	Iteration 25Q: 3 clusters Score -300453.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -300462.218750 Penalty: 2358.741943
	Iteration 26Q: 3 clusters Score -300462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -300471.687500 Penalty: 2358.741943
	Iteration 27Q: 3 clusters Score -300471.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -300477.718750 Penalty: 2358.741943
	Iteration 28Q: 3 clusters Score -300477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -300482.531250 Penalty: 2358.741943
	Iteration 29Q: 3 clusters Score -300482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -300487.031250 Penalty: 2358.741943
	Iteration 30Q: 3 clusters Score -300487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -300491.468750 Penalty: 2358.741943
	Iteration 31Q: 3 clusters Score -300491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -300496.562500 Penalty: 2358.741943
	Iteration 32Q: 3 clusters Score -300496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -300501.906250 Penalty: 2358.741943
	Iteration 33Q: 3 clusters Score -300501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -300505.781250 Penalty: 2358.741943
	Iteration 34Q: 3 clusters Score -300505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -300506.812500 Penalty: 2358.741943
	Iteration 35Q: 3 clusters Score -300506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -300508.843750 Penalty: 2358.741943
	Iteration 36Q: 3 clusters Score -300508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -300510.625000 Penalty: 2358.741943
	Iteration 37Q: 3 clusters Score -300510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -300513.937500 Penalty: 2358.741943
	Iteration 38Q: 3 clusters Score -300513.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -300517.375000 Penalty: 2358.741943
	Iteration 39Q: 3 clusters Score -300517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -300520.187500 Penalty: 2358.741943
	Iteration 40F: 3 clusters Score -300520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -300524.718750 Penalty: 2358.741943
	Iteration 41Q: 3 clusters Score -300524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -300527.781250 Penalty: 2358.741943
	Iteration 42Q: 3 clusters Score -300527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -300529.625000 Penalty: 2358.741943
	Iteration 43Q: 3 clusters Score -300529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -300531.843750 Penalty: 2358.741943
	Iteration 44Q: 3 clusters Score -300531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -300534.000000 Penalty: 2358.741943
	Iteration 45Q: 3 clusters Score -300534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -300534.437500 Penalty: 2358.741943
	Iteration 46Q: 3 clusters Score -300534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -300535.500000 Penalty: 2358.741943
	Iteration 47Q: 3 clusters Score -300535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -300537.843750 Penalty: 2358.741943
	Iteration 48Q: 3 clusters Score -300537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -300540.156250 Penalty: 2358.741943
	Iteration 49Q: 3 clusters Score -300540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -300540.781250 Penalty: 2358.741943
	Iteration 50Q: 3 clusters Score -300540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -300542.406250 Penalty: 2358.741943
	Iteration 51Q: 3 clusters Score -300542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -300543.843750 Penalty: 2358.741943
	Iteration 52Q: 3 clusters Score -300543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -300545.343750 Penalty: 2358.741943
	Iteration 53Q: 3 clusters Score -300545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -300546.531250 Penalty: 2358.741943
	Iteration 54Q: 3 clusters Score -300546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -300547.593750 Penalty: 2358.741943
	Iteration 55Q: 3 clusters Score -300547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -300547.593750 Penalty: 2358.741943
	Iteration 56F: 3 clusters Score -300547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Entering Unmasked Estep 
Score: -2931004.250000 Penalty: 1507.341919
	Iteration 0F: 2 clusters Score -2931004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2914613.500000 Penalty: 3014.683838
	Iteration 0F: 3 clusters Score -2914614 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2920640.250000 Penalty: 3014.683838
	Iteration 1F: 3 clusters Score -2920640 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2920974.000000 Penalty: 3014.683838
	Iteration 2Q: 3 clusters Score -2920974 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2921263.500000 Penalty: 3014.683838
	Iteration 3Q: 3 clusters Score -2921264 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2921534.250000 Penalty: 3014.683838
	Iteration 4Q: 3 clusters Score -2921534 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2921847.000000 Penalty: 3014.683838
	Iteration 5Q: 3 clusters Score -2921847 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2922238.750000 Penalty: 3014.683838
	Iteration 6Q: 3 clusters Score -2922239 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2922745.750000 Penalty: 3014.683838
	Iteration 7Q: 3 clusters Score -2922746 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2923473.250000 Penalty: 3014.683838
	Iteration 8Q: 3 clusters Score -2923473 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2924515.250000 Penalty: 3014.683838
	Iteration 9F: 3 clusters Score -2924515 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2925890.250000 Penalty: 3014.683838
	Iteration 10F: 3 clusters Score -2925890 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2927355.500000 Penalty: 3014.683838
	Iteration 11F: 3 clusters Score -2927356 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2928441.250000 Penalty: 3014.683838
	Iteration 12Q: 3 clusters Score -2928441 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2929103.000000 Penalty: 3014.683838
	Iteration 13Q: 3 clusters Score -2929103 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2929406.500000 Penalty: 3014.683838
	Iteration 14Q: 3 clusters Score -2929406 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2929574.500000 Penalty: 3014.683838
	Iteration 15Q: 3 clusters Score -2929574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2929665.500000 Penalty: 3014.683838
	Iteration 16Q: 3 clusters Score -2929666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2929715.750000 Penalty: 3014.683838
	Iteration 17Q: 3 clusters Score -2929716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2929734.750000 Penalty: 3014.683838
	Iteration 18Q: 3 clusters Score -2929735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2929748.500000 Penalty: 3014.683838
	Iteration 19Q: 3 clusters Score -2929748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2929771.500000 Penalty: 3014.683838
	Iteration 20F: 3 clusters Score -2929772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2929788.250000 Penalty: 3014.683838
	Iteration 21Q: 3 clusters Score -2929788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2929804.750000 Penalty: 3014.683838
	Iteration 22Q: 3 clusters Score -2929805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2929812.250000 Penalty: 3014.683838
	Iteration 23Q: 3 clusters Score -2929812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2929815.250000 Penalty: 3014.683838
	Iteration 24Q: 3 clusters Score -2929815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2929816.250000 Penalty: 3014.683838
	Iteration 25Q: 3 clusters Score -2929816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2929816.250000 Penalty: 3014.683838
	Iteration 26F: 3 clusters Score -2929816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -306578.000000 Penalty: 1201.692993
	Iteration 0F: 2 clusters Score -306578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -304064.343750 Penalty: 2403.385986
	Iteration 0F: 3 clusters Score -304064.3 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -304954.343750 Penalty: 2403.385986
	Iteration 1F: 3 clusters Score -304954.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -305281.656250 Penalty: 2403.385986
	Iteration 2F: 3 clusters Score -305281.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -305599.312500 Penalty: 2403.385986
	Iteration 3F: 3 clusters Score -305599.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305871.031250 Penalty: 2403.385986
	Iteration 4F: 3 clusters Score -305871 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -306070.125000 Penalty: 2403.385986
	Iteration 5F: 3 clusters Score -306070.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -306204.062500 Penalty: 2403.385986
	Iteration 6Q: 3 clusters Score -306204.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -306348.562500 Penalty: 2403.385986
	Iteration 7Q: 3 clusters Score -306348.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306467.125000 Penalty: 2403.385986
	Iteration 8Q: 3 clusters Score -306467.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -306522.937500 Penalty: 2403.385986
	Iteration 9Q: 3 clusters Score -306522.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -306564.218750 Penalty: 2403.385986
	Iteration 10Q: 3 clusters Score -306564.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -306588.593750 Penalty: 2403.385986
	Iteration 11Q: 3 clusters Score -306588.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306609.812500 Penalty: 2403.385986
	Iteration 12Q: 3 clusters Score -306609.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -306622.656250 Penalty: 2403.385986
	Iteration 13Q: 3 clusters Score -306622.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -306627.906250 Penalty: 2403.385986
	Iteration 14Q: 3 clusters Score -306627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -306633.937500 Penalty: 2403.385986
	Iteration 15Q: 3 clusters Score -306633.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -306639.812500 Penalty: 2403.385986
	Iteration 16Q: 3 clusters Score -306639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -306644.843750 Penalty: 2403.385986
	Iteration 17Q: 3 clusters Score -306644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306647.281250 Penalty: 2403.385986
	Iteration 18Q: 3 clusters Score -306647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306650.000000 Penalty: 2403.385986
	Iteration 19Q: 3 clusters Score -306650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -306654.031250 Penalty: 2403.385986
	Iteration 20F: 3 clusters Score -306654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -306656.031250 Penalty: 2403.385986
	Iteration 21Q: 3 clusters Score -306656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -306660.906250 Penalty: 2403.385986
	Iteration 22Q: 3 clusters Score -306660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -306664.218750 Penalty: 2403.385986
	Iteration 23Q: 3 clusters Score -306664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -306664.562500 Penalty: 2403.385986
	Iteration 24Q: 3 clusters Score -306664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -306664.562500 Penalty: 2403.385986
	Iteration 25F: 3 clusters Score -306664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 1333 members 
Entering Unmasked Estep 
Score: -111141720.000000 Penalty: 115153.429688
Splitting cluster 15 changes total score from -111096752.000000 to -111141720.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 16 (18555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Entering Unmasked Estep 
Score: -2204498.250000 Penalty: 1462.480103
	Iteration 0F: 2 clusters Score -2204498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2192187.500000 Penalty: 2924.960205
	Iteration 0F: 3 clusters Score -2192188 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2196518.000000 Penalty: 2924.960205
	Iteration 1F: 3 clusters Score -2196518 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2196907.250000 Penalty: 2924.960205
	Iteration 2F: 3 clusters Score -2196907 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2197284.000000 Penalty: 2924.960205
	Iteration 3Q: 3 clusters Score -2197284 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2197693.750000 Penalty: 2924.960205
	Iteration 4Q: 3 clusters Score -2197694 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2198176.250000 Penalty: 2924.960205
	Iteration 5F: 3 clusters Score -2198176 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2198775.750000 Penalty: 2924.960205
	Iteration 6F: 3 clusters Score -2198776 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2199464.250000 Penalty: 2924.960205
	Iteration 7F: 3 clusters Score -2199464 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2200171.750000 Penalty: 2924.960205
	Iteration 8F: 3 clusters Score -2200172 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2200778.750000 Penalty: 2924.960205
	Iteration 9F: 3 clusters Score -2200779 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2201209.500000 Penalty: 2924.960205
	Iteration 10Q: 3 clusters Score -2201210 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2201587.000000 Penalty: 2924.960205
	Iteration 11Q: 3 clusters Score -2201587 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2201843.000000 Penalty: 2924.960205
	Iteration 12Q: 3 clusters Score -2201843 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2202054.000000 Penalty: 2924.960205
	Iteration 13Q: 3 clusters Score -2202054 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2202217.000000 Penalty: 2924.960205
	Iteration 14Q: 3 clusters Score -2202217 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2202359.000000 Penalty: 2924.960205
	Iteration 15Q: 3 clusters Score -2202359 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2202507.500000 Penalty: 2924.960205
	Iteration 16Q: 3 clusters Score -2202508 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2202619.500000 Penalty: 2924.960205
	Iteration 17Q: 3 clusters Score -2202620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2202726.000000 Penalty: 2924.960205
	Iteration 18Q: 3 clusters Score -2202726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2202828.000000 Penalty: 2924.960205
	Iteration 19Q: 3 clusters Score -2202828 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2202908.000000 Penalty: 2924.960205
	Iteration 20F: 3 clusters Score -2202908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2202996.000000 Penalty: 2924.960205
	Iteration 21Q: 3 clusters Score -2202996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2203064.000000 Penalty: 2924.960205
	Iteration 22Q: 3 clusters Score -2203064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2203127.000000 Penalty: 2924.960205
	Iteration 23Q: 3 clusters Score -2203127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2203169.500000 Penalty: 2924.960205
	Iteration 24Q: 3 clusters Score -2203170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2203205.250000 Penalty: 2924.960205
	Iteration 25Q: 3 clusters Score -2203205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2203226.000000 Penalty: 2924.960205
	Iteration 26Q: 3 clusters Score -2203226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2203237.250000 Penalty: 2924.960205
	Iteration 27Q: 3 clusters Score -2203237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2203251.750000 Penalty: 2924.960205
	Iteration 28Q: 3 clusters Score -2203252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2203262.250000 Penalty: 2924.960205
	Iteration 29Q: 3 clusters Score -2203262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2203281.250000 Penalty: 2924.960205
	Iteration 30Q: 3 clusters Score -2203281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2203289.250000 Penalty: 2924.960205
	Iteration 31Q: 3 clusters Score -2203289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2203295.000000 Penalty: 2924.960205
	Iteration 32Q: 3 clusters Score -2203295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2203302.250000 Penalty: 2924.960205
	Iteration 33Q: 3 clusters Score -2203302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2203310.000000 Penalty: 2924.960205
	Iteration 34Q: 3 clusters Score -2203310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2203306.500000 Penalty: 2924.960205
	Iteration 35Q: 3 clusters Score -2203306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2203305.750000 Penalty: 2924.960205
	Iteration 36Q: 3 clusters Score -2203306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2203310.500000 Penalty: 2924.960205
	Iteration 37Q: 3 clusters Score -2203310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2203311.500000 Penalty: 2924.960205
	Iteration 38Q: 3 clusters Score -2203312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2203313.000000 Penalty: 2924.960205
	Iteration 39Q: 3 clusters Score -2203313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2203313.000000 Penalty: 2924.960205
	Iteration 40F: 3 clusters Score -2203313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Entering Unmasked Estep 
Score: -1249893.375000 Penalty: 1386.709595
	Iteration 0F: 2 clusters Score -1249893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1242363.875000 Penalty: 2773.419189
	Iteration 0F: 3 clusters Score -1242364 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1244858.875000 Penalty: 2773.419189
	Iteration 1F: 3 clusters Score -1244859 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1245255.375000 Penalty: 2773.419189
	Iteration 2F: 3 clusters Score -1245255 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1245518.000000 Penalty: 2773.419189
	Iteration 3F: 3 clusters Score -1245518 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1245704.125000 Penalty: 2773.419189
	Iteration 4Q: 3 clusters Score -1245704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1245825.750000 Penalty: 2773.419189
	Iteration 5Q: 3 clusters Score -1245826 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1245937.375000 Penalty: 2773.419189
	Iteration 6Q: 3 clusters Score -1245937 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1246051.625000 Penalty: 2773.419189
	Iteration 7Q: 3 clusters Score -1246052 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1246176.375000 Penalty: 2773.419189
	Iteration 8Q: 3 clusters Score -1246176 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1246324.125000 Penalty: 2773.419189
	Iteration 9Q: 3 clusters Score -1246324 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1246482.750000 Penalty: 2773.419189
	Iteration 10Q: 3 clusters Score -1246483 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1246656.375000 Penalty: 2773.419189
	Iteration 11Q: 3 clusters Score -1246656 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1246851.875000 Penalty: 2773.419189
	Iteration 12Q: 3 clusters Score -1246852 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1247045.125000 Penalty: 2773.419189
	Iteration 13Q: 3 clusters Score -1247045 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1247240.625000 Penalty: 2773.419189
	Iteration 14Q: 3 clusters Score -1247241 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1247457.500000 Penalty: 2773.419189
	Iteration 15Q: 3 clusters Score -1247458 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1247678.125000 Penalty: 2773.419189
	Iteration 16Q: 3 clusters Score -1247678 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1247913.625000 Penalty: 2773.419189
	Iteration 17Q: 3 clusters Score -1247914 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1248141.750000 Penalty: 2773.419189
	Iteration 18Q: 3 clusters Score -1248142 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1248344.250000 Penalty: 2773.419189
	Iteration 19Q: 3 clusters Score -1248344 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1248499.625000 Penalty: 2773.419189
	Iteration 20F: 3 clusters Score -1248500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1248606.000000 Penalty: 2773.419189
	Iteration 21Q: 3 clusters Score -1248606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1248665.500000 Penalty: 2773.419189
	Iteration 22Q: 3 clusters Score -1248666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1248714.750000 Penalty: 2773.419189
	Iteration 23Q: 3 clusters Score -1248715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1248743.750000 Penalty: 2773.419189
	Iteration 24Q: 3 clusters Score -1248744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1248768.750000 Penalty: 2773.419189
	Iteration 25Q: 3 clusters Score -1248769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1248787.250000 Penalty: 2773.419189
	Iteration 26Q: 3 clusters Score -1248787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1248815.375000 Penalty: 2773.419189
	Iteration 27Q: 3 clusters Score -1248815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1248827.750000 Penalty: 2773.419189
	Iteration 28Q: 3 clusters Score -1248828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1248843.625000 Penalty: 2773.419189
	Iteration 29Q: 3 clusters Score -1248844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1248852.500000 Penalty: 2773.419189
	Iteration 30Q: 3 clusters Score -1248852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1248855.500000 Penalty: 2773.419189
	Iteration 31Q: 3 clusters Score -1248856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1248859.125000 Penalty: 2773.419189
	Iteration 32Q: 3 clusters Score -1248859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1248859.625000 Penalty: 2773.419189
	Iteration 33Q: 3 clusters Score -1248860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1248861.000000 Penalty: 2773.419189
	Iteration 34Q: 3 clusters Score -1248861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1248862.000000 Penalty: 2773.419189
	Iteration 35Q: 3 clusters Score -1248862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1248863.500000 Penalty: 2773.419189
	Iteration 36Q: 3 clusters Score -1248864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1248864.750000 Penalty: 2773.419189
	Iteration 37Q: 3 clusters Score -1248865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1248864.750000 Penalty: 2773.419189
	Iteration 38F: 3 clusters Score -1248865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Entering Unmasked Estep 
Score: -3757133.000000 Penalty: 1544.248291
	Iteration 0F: 2 clusters Score -3757133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3736285.750000 Penalty: 3088.496582
	Iteration 0F: 3 clusters Score -3736286 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3744017.250000 Penalty: 3088.496582
	Iteration 1F: 3 clusters Score -3744017 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3744401.500000 Penalty: 3088.496582
	Iteration 2Q: 3 clusters Score -3744402 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3744774.000000 Penalty: 3088.496582
	Iteration 3Q: 3 clusters Score -3744774 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3745242.250000 Penalty: 3088.496582
	Iteration 4Q: 3 clusters Score -3745242 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3745881.750000 Penalty: 3088.496582
	Iteration 5Q: 3 clusters Score -3745882 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3746901.500000 Penalty: 3088.496582
	Iteration 6F: 3 clusters Score -3746902 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3748278.750000 Penalty: 3088.496582
	Iteration 7F: 3 clusters Score -3748279 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3749969.750000 Penalty: 3088.496582
	Iteration 8F: 3 clusters Score -3749970 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3751628.750000 Penalty: 3088.496582
	Iteration 9F: 3 clusters Score -3751629 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3753043.250000 Penalty: 3088.496582
	Iteration 10F: 3 clusters Score -3753043 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3753964.500000 Penalty: 3088.496582
	Iteration 11Q: 3 clusters Score -3753964 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3754547.250000 Penalty: 3088.496582
	Iteration 12Q: 3 clusters Score -3754547 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3754924.250000 Penalty: 3088.496582
	Iteration 13Q: 3 clusters Score -3754924 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3755168.500000 Penalty: 3088.496582
	Iteration 14Q: 3 clusters Score -3755168 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3755297.500000 Penalty: 3088.496582
	Iteration 15Q: 3 clusters Score -3755298 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3755366.000000 Penalty: 3088.496582
	Iteration 16Q: 3 clusters Score -3755366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3755420.500000 Penalty: 3088.496582
	Iteration 17Q: 3 clusters Score -3755420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3755464.250000 Penalty: 3088.496582
	Iteration 18Q: 3 clusters Score -3755464 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3755505.500000 Penalty: 3088.496582
	Iteration 19Q: 3 clusters Score -3755506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3755537.750000 Penalty: 3088.496582
	Iteration 20F: 3 clusters Score -3755538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3755563.750000 Penalty: 3088.496582
	Iteration 21Q: 3 clusters Score -3755564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3755594.500000 Penalty: 3088.496582
	Iteration 22Q: 3 clusters Score -3755594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3755609.000000 Penalty: 3088.496582
	Iteration 23Q: 3 clusters Score -3755609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3755637.500000 Penalty: 3088.496582
	Iteration 24Q: 3 clusters Score -3755638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3755644.000000 Penalty: 3088.496582
	Iteration 25Q: 3 clusters Score -3755644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3755666.250000 Penalty: 3088.496582
	Iteration 26Q: 3 clusters Score -3755666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3755683.000000 Penalty: 3088.496582
	Iteration 27Q: 3 clusters Score -3755683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3755687.000000 Penalty: 3088.496582
	Iteration 28Q: 3 clusters Score -3755687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3755703.750000 Penalty: 3088.496582
	Iteration 29Q: 3 clusters Score -3755704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3755708.250000 Penalty: 3088.496582
	Iteration 30Q: 3 clusters Score -3755708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3755717.250000 Penalty: 3088.496582
	Iteration 31Q: 3 clusters Score -3755717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3755718.250000 Penalty: 3088.496582
	Iteration 32Q: 3 clusters Score -3755718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3755720.500000 Penalty: 3088.496582
	Iteration 33Q: 3 clusters Score -3755720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3755721.750000 Penalty: 3088.496582
	Iteration 34Q: 3 clusters Score -3755722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3755727.500000 Penalty: 3088.496582
	Iteration 35Q: 3 clusters Score -3755728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3755736.000000 Penalty: 3088.496582
	Iteration 36Q: 3 clusters Score -3755736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3755739.500000 Penalty: 3088.496582
	Iteration 37Q: 3 clusters Score -3755740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3755752.250000 Penalty: 3088.496582
	Iteration 38Q: 3 clusters Score -3755752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3755753.750000 Penalty: 3088.496582
	Iteration 39Q: 3 clusters Score -3755754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3755748.750000 Penalty: 3088.496582
	Iteration 40F: 3 clusters Score -3755749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3755754.000000 Penalty: 3088.496582
	Iteration 41Q: 3 clusters Score -3755754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3755748.000000 Penalty: 3088.496582
	Iteration 42Q: 3 clusters Score -3755748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3755750.500000 Penalty: 3088.496582
	Iteration 43Q: 3 clusters Score -3755750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3755759.750000 Penalty: 3088.496582
	Iteration 44Q: 3 clusters Score -3755760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3755756.250000 Penalty: 3088.496582
	Iteration 45Q: 3 clusters Score -3755756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3755759.250000 Penalty: 3088.496582
	Iteration 46Q: 3 clusters Score -3755759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3755774.500000 Penalty: 3088.496582
	Iteration 47Q: 3 clusters Score -3755774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3755772.000000 Penalty: 3088.496582
	Iteration 48Q: 3 clusters Score -3755772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3755787.500000 Penalty: 3088.496582
	Iteration 49Q: 3 clusters Score -3755788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3755787.000000 Penalty: 3088.496582
	Iteration 50Q: 3 clusters Score -3755787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3755786.000000 Penalty: 3088.496582
	Iteration 51Q: 3 clusters Score -3755786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3755786.250000 Penalty: 3088.496582
	Iteration 52Q: 3 clusters Score -3755786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3755792.250000 Penalty: 3088.496582
	Iteration 53Q: 3 clusters Score -3755792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3755798.250000 Penalty: 3088.496582
	Iteration 54Q: 3 clusters Score -3755798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3755804.250000 Penalty: 3088.496582
	Iteration 55Q: 3 clusters Score -3755804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3755804.250000 Penalty: 3088.496582
	Iteration 56Q: 3 clusters Score -3755804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3755805.750000 Penalty: 3088.496582
	Iteration 57Q: 3 clusters Score -3755806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3755805.250000 Penalty: 3088.496582
	Iteration 58Q: 3 clusters Score -3755805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3755808.500000 Penalty: 3088.496582
	Iteration 59Q: 3 clusters Score -3755808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3755814.750000 Penalty: 3088.496582
	Iteration 60F: 3 clusters Score -3755815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3755817.250000 Penalty: 3088.496582
	Iteration 61Q: 3 clusters Score -3755817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3755825.000000 Penalty: 3088.496582
	Iteration 62Q: 3 clusters Score -3755825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3755821.250000 Penalty: 3088.496582
	Iteration 63Q: 3 clusters Score -3755821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3755825.500000 Penalty: 3088.496582
	Iteration 64Q: 3 clusters Score -3755826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3755825.750000 Penalty: 3088.496582
	Iteration 65Q: 3 clusters Score -3755826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3755827.000000 Penalty: 3088.496582
	Iteration 66Q: 3 clusters Score -3755827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3755839.750000 Penalty: 3088.496582
	Iteration 67Q: 3 clusters Score -3755840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3755847.500000 Penalty: 3088.496582
	Iteration 68Q: 3 clusters Score -3755848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3755855.250000 Penalty: 3088.496582
	Iteration 69Q: 3 clusters Score -3755855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3755853.500000 Penalty: 3088.496582
	Iteration 70Q: 3 clusters Score -3755854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3755860.250000 Penalty: 3088.496582
	Iteration 71Q: 3 clusters Score -3755860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3755871.250000 Penalty: 3088.496582
	Iteration 72Q: 3 clusters Score -3755871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3755872.250000 Penalty: 3088.496582
	Iteration 73Q: 3 clusters Score -3755872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3755879.000000 Penalty: 3088.496582
	Iteration 74Q: 3 clusters Score -3755879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3755882.250000 Penalty: 3088.496582
	Iteration 75Q: 3 clusters Score -3755882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3755879.750000 Penalty: 3088.496582
	Iteration 76Q: 3 clusters Score -3755880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3755887.000000 Penalty: 3088.496582
	Iteration 77Q: 3 clusters Score -3755887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3755893.750000 Penalty: 3088.496582
	Iteration 78Q: 3 clusters Score -3755894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3755893.250000 Penalty: 3088.496582
	Iteration 79Q: 3 clusters Score -3755893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3755895.500000 Penalty: 3088.496582
	Iteration 80F: 3 clusters Score -3755896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3755893.250000 Penalty: 3088.496582
	Iteration 81Q: 3 clusters Score -3755893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3755898.500000 Penalty: 3088.496582
	Iteration 82Q: 3 clusters Score -3755898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3755900.000000 Penalty: 3088.496582
	Iteration 83Q: 3 clusters Score -3755900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3755899.750000 Penalty: 3088.496582
	Iteration 84Q: 3 clusters Score -3755900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3755903.750000 Penalty: 3088.496582
	Iteration 85Q: 3 clusters Score -3755904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3755903.750000 Penalty: 3088.496582
	Iteration 86Q: 3 clusters Score -3755904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3755909.500000 Penalty: 3088.496582
	Iteration 87Q: 3 clusters Score -3755910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3755911.750000 Penalty: 3088.496582
	Iteration 88Q: 3 clusters Score -3755912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3755909.250000 Penalty: 3088.496582
	Iteration 89Q: 3 clusters Score -3755909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3755913.500000 Penalty: 3088.496582
	Iteration 90Q: 3 clusters Score -3755914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3755915.750000 Penalty: 3088.496582
	Iteration 91Q: 3 clusters Score -3755916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3755910.500000 Penalty: 3088.496582
	Iteration 92Q: 3 clusters Score -3755910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3755912.000000 Penalty: 3088.496582
	Iteration 93Q: 3 clusters Score -3755912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3755915.000000 Penalty: 3088.496582
	Iteration 94Q: 3 clusters Score -3755915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3755917.500000 Penalty: 3088.496582
	Iteration 95Q: 3 clusters Score -3755918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3755916.500000 Penalty: 3088.496582
	Iteration 96Q: 3 clusters Score -3755916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3755916.500000 Penalty: 3088.496582
	Iteration 97F: 3 clusters Score -3755916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -738458.375000 Penalty: 1307.356567
	Iteration 0F: 2 clusters Score -738458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -733791.500000 Penalty: 2614.713135
	Iteration 0F: 3 clusters Score -733791.5 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -735237.812500 Penalty: 2614.713135
	Iteration 1F: 3 clusters Score -735237.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -735502.375000 Penalty: 2614.713135
	Iteration 2F: 3 clusters Score -735502.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -735665.250000 Penalty: 2614.713135
	Iteration 3F: 3 clusters Score -735665.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -735797.125000 Penalty: 2614.713135
	Iteration 4Q: 3 clusters Score -735797.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -735919.500000 Penalty: 2614.713135
	Iteration 5Q: 3 clusters Score -735919.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -736031.000000 Penalty: 2614.713135
	Iteration 6Q: 3 clusters Score -736031 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -736161.750000 Penalty: 2614.713135
	Iteration 7Q: 3 clusters Score -736161.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -736316.187500 Penalty: 2614.713135
	Iteration 8Q: 3 clusters Score -736316.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -736481.562500 Penalty: 2614.713135
	Iteration 9Q: 3 clusters Score -736481.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -736659.250000 Penalty: 2614.713135
	Iteration 10Q: 3 clusters Score -736659.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -736792.875000 Penalty: 2614.713135
	Iteration 11Q: 3 clusters Score -736792.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -736924.187500 Penalty: 2614.713135
	Iteration 12Q: 3 clusters Score -736924.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -737027.812500 Penalty: 2614.713135
	Iteration 13Q: 3 clusters Score -737027.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -737127.875000 Penalty: 2614.713135
	Iteration 14Q: 3 clusters Score -737127.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -737209.562500 Penalty: 2614.713135
	Iteration 15Q: 3 clusters Score -737209.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -737276.312500 Penalty: 2614.713135
	Iteration 16Q: 3 clusters Score -737276.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -737317.187500 Penalty: 2614.713135
	Iteration 17Q: 3 clusters Score -737317.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -737347.937500 Penalty: 2614.713135
	Iteration 18Q: 3 clusters Score -737347.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -737365.687500 Penalty: 2614.713135
	Iteration 19Q: 3 clusters Score -737365.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -737375.812500 Penalty: 2614.713135
	Iteration 20F: 3 clusters Score -737375.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -737384.937500 Penalty: 2614.713135
	Iteration 21Q: 3 clusters Score -737384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -737397.000000 Penalty: 2614.713135
	Iteration 22Q: 3 clusters Score -737397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -737405.687500 Penalty: 2614.713135
	Iteration 23Q: 3 clusters Score -737405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -737418.250000 Penalty: 2614.713135
	Iteration 24Q: 3 clusters Score -737418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -737429.687500 Penalty: 2614.713135
	Iteration 25Q: 3 clusters Score -737429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -737441.750000 Penalty: 2614.713135
	Iteration 26Q: 3 clusters Score -737441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -737452.187500 Penalty: 2614.713135
	Iteration 27Q: 3 clusters Score -737452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -737457.000000 Penalty: 2614.713135
	Iteration 28Q: 3 clusters Score -737457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -737460.812500 Penalty: 2614.713135
	Iteration 29Q: 3 clusters Score -737460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -737464.750000 Penalty: 2614.713135
	Iteration 30Q: 3 clusters Score -737464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -737467.250000 Penalty: 2614.713135
	Iteration 31Q: 3 clusters Score -737467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -737469.562500 Penalty: 2614.713135
	Iteration 32Q: 3 clusters Score -737469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -737469.562500 Penalty: 2614.713135
	Iteration 33F: 3 clusters Score -737469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -1210236.250000 Penalty: 1384.342285
	Iteration 0F: 2 clusters Score -1210236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1202952.250000 Penalty: 2768.684570
	Iteration 0F: 3 clusters Score -1202952 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1205366.625000 Penalty: 2768.684570
	Iteration 1F: 3 clusters Score -1205367 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1205646.375000 Penalty: 2768.684570
	Iteration 2F: 3 clusters Score -1205646 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1205868.375000 Penalty: 2768.684570
	Iteration 3Q: 3 clusters Score -1205868 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1206045.000000 Penalty: 2768.684570
	Iteration 4Q: 3 clusters Score -1206045 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1206187.125000 Penalty: 2768.684570
	Iteration 5Q: 3 clusters Score -1206187 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1206291.125000 Penalty: 2768.684570
	Iteration 6Q: 3 clusters Score -1206291 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1206377.000000 Penalty: 2768.684570
	Iteration 7Q: 3 clusters Score -1206377 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1206470.250000 Penalty: 2768.684570
	Iteration 8Q: 3 clusters Score -1206470 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1206562.250000 Penalty: 2768.684570
	Iteration 9Q: 3 clusters Score -1206562 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1206649.375000 Penalty: 2768.684570
	Iteration 10Q: 3 clusters Score -1206649 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1206724.375000 Penalty: 2768.684570
	Iteration 11Q: 3 clusters Score -1206724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1206821.250000 Penalty: 2768.684570
	Iteration 12Q: 3 clusters Score -1206821 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1206936.000000 Penalty: 2768.684570
	Iteration 13Q: 3 clusters Score -1206936 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1207077.500000 Penalty: 2768.684570
	Iteration 14Q: 3 clusters Score -1207078 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1207221.000000 Penalty: 2768.684570
	Iteration 15Q: 3 clusters Score -1207221 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1207375.125000 Penalty: 2768.684570
	Iteration 16Q: 3 clusters Score -1207375 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1207541.375000 Penalty: 2768.684570
	Iteration 17Q: 3 clusters Score -1207541 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1207721.000000 Penalty: 2768.684570
	Iteration 18Q: 3 clusters Score -1207721 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1207858.500000 Penalty: 2768.684570
	Iteration 19Q: 3 clusters Score -1207858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1207971.625000 Penalty: 2768.684570
	Iteration 20F: 3 clusters Score -1207972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1208048.750000 Penalty: 2768.684570
	Iteration 21Q: 3 clusters Score -1208049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1208100.875000 Penalty: 2768.684570
	Iteration 22Q: 3 clusters Score -1208101 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1208148.250000 Penalty: 2768.684570
	Iteration 23Q: 3 clusters Score -1208148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1208179.875000 Penalty: 2768.684570
	Iteration 24Q: 3 clusters Score -1208180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1208214.375000 Penalty: 2768.684570
	Iteration 25Q: 3 clusters Score -1208214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1208245.125000 Penalty: 2768.684570
	Iteration 26Q: 3 clusters Score -1208245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1208274.125000 Penalty: 2768.684570
	Iteration 27Q: 3 clusters Score -1208274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1208304.125000 Penalty: 2768.684570
	Iteration 28Q: 3 clusters Score -1208304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1208341.375000 Penalty: 2768.684570
	Iteration 29Q: 3 clusters Score -1208341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1208378.125000 Penalty: 2768.684570
	Iteration 30Q: 3 clusters Score -1208378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1208411.625000 Penalty: 2768.684570
	Iteration 31Q: 3 clusters Score -1208412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1208449.125000 Penalty: 2768.684570
	Iteration 32Q: 3 clusters Score -1208449 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1208491.625000 Penalty: 2768.684570
	Iteration 33Q: 3 clusters Score -1208492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1208527.750000 Penalty: 2768.684570
	Iteration 34Q: 3 clusters Score -1208528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1208564.250000 Penalty: 2768.684570
	Iteration 35Q: 3 clusters Score -1208564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1208603.250000 Penalty: 2768.684570
	Iteration 36Q: 3 clusters Score -1208603 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1208650.875000 Penalty: 2768.684570
	Iteration 37Q: 3 clusters Score -1208651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1208683.375000 Penalty: 2768.684570
	Iteration 38Q: 3 clusters Score -1208683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1208715.875000 Penalty: 2768.684570
	Iteration 39Q: 3 clusters Score -1208716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1208750.000000 Penalty: 2768.684570
	Iteration 40F: 3 clusters Score -1208750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1208778.500000 Penalty: 2768.684570
	Iteration 41Q: 3 clusters Score -1208778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1208800.375000 Penalty: 2768.684570
	Iteration 42Q: 3 clusters Score -1208800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1208814.000000 Penalty: 2768.684570
	Iteration 43Q: 3 clusters Score -1208814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1208829.000000 Penalty: 2768.684570
	Iteration 44Q: 3 clusters Score -1208829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1208849.625000 Penalty: 2768.684570
	Iteration 45Q: 3 clusters Score -1208850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1208866.625000 Penalty: 2768.684570
	Iteration 46Q: 3 clusters Score -1208867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1208888.500000 Penalty: 2768.684570
	Iteration 47Q: 3 clusters Score -1208888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1208910.875000 Penalty: 2768.684570
	Iteration 48Q: 3 clusters Score -1208911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1208921.750000 Penalty: 2768.684570
	Iteration 49Q: 3 clusters Score -1208922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1208934.375000 Penalty: 2768.684570
	Iteration 50Q: 3 clusters Score -1208934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1208945.500000 Penalty: 2768.684570
	Iteration 51Q: 3 clusters Score -1208946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1208954.000000 Penalty: 2768.684570
	Iteration 52Q: 3 clusters Score -1208954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1208965.000000 Penalty: 2768.684570
	Iteration 53Q: 3 clusters Score -1208965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1208975.375000 Penalty: 2768.684570
	Iteration 54Q: 3 clusters Score -1208975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1208989.375000 Penalty: 2768.684570
	Iteration 55Q: 3 clusters Score -1208989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1209000.125000 Penalty: 2768.684570
	Iteration 56Q: 3 clusters Score -1209000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1209005.250000 Penalty: 2768.684570
	Iteration 57Q: 3 clusters Score -1209005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1209011.625000 Penalty: 2768.684570
	Iteration 58Q: 3 clusters Score -1209012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1209019.625000 Penalty: 2768.684570
	Iteration 59Q: 3 clusters Score -1209020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1209026.500000 Penalty: 2768.684570
	Iteration 60F: 3 clusters Score -1209026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1209030.000000 Penalty: 2768.684570
	Iteration 61Q: 3 clusters Score -1209030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1209038.250000 Penalty: 2768.684570
	Iteration 62Q: 3 clusters Score -1209038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1209045.875000 Penalty: 2768.684570
	Iteration 63Q: 3 clusters Score -1209046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1209056.625000 Penalty: 2768.684570
	Iteration 64Q: 3 clusters Score -1209057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1209071.000000 Penalty: 2768.684570
	Iteration 65Q: 3 clusters Score -1209071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1209077.375000 Penalty: 2768.684570
	Iteration 66Q: 3 clusters Score -1209077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1209087.000000 Penalty: 2768.684570
	Iteration 67Q: 3 clusters Score -1209087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1209096.875000 Penalty: 2768.684570
	Iteration 68Q: 3 clusters Score -1209097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1209104.375000 Penalty: 2768.684570
	Iteration 69Q: 3 clusters Score -1209104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1209107.000000 Penalty: 2768.684570
	Iteration 70Q: 3 clusters Score -1209107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1209110.875000 Penalty: 2768.684570
	Iteration 71Q: 3 clusters Score -1209111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1209114.875000 Penalty: 2768.684570
	Iteration 72Q: 3 clusters Score -1209115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1209115.750000 Penalty: 2768.684570
	Iteration 73Q: 3 clusters Score -1209116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1209114.875000 Penalty: 2768.684570
	Iteration 74Q: 3 clusters Score -1209115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1209117.750000 Penalty: 2768.684570
	Iteration 75Q: 3 clusters Score -1209118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1209117.125000 Penalty: 2768.684570
	Iteration 76Q: 3 clusters Score -1209117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1209120.125000 Penalty: 2768.684570
	Iteration 77Q: 3 clusters Score -1209120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1209115.375000 Penalty: 2768.684570
	Iteration 78Q: 3 clusters Score -1209115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1209115.375000 Penalty: 2768.684570
	Iteration 79F: 3 clusters Score -1209115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Entering Unmasked Estep 
Score: -1213631.250000 Penalty: 1388.196533
	Iteration 0F: 2 clusters Score -1213631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1206092.625000 Penalty: 2776.393066
	Iteration 0F: 3 clusters Score -1206093 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1208874.125000 Penalty: 2776.393066
	Iteration 1F: 3 clusters Score -1208874 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1209315.750000 Penalty: 2776.393066
	Iteration 2F: 3 clusters Score -1209316 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1209726.875000 Penalty: 2776.393066
	Iteration 3F: 3 clusters Score -1209727 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1210087.500000 Penalty: 2776.393066
	Iteration 4F: 3 clusters Score -1210088 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1210406.000000 Penalty: 2776.393066
	Iteration 5Q: 3 clusters Score -1210406 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1210666.375000 Penalty: 2776.393066
	Iteration 6Q: 3 clusters Score -1210666 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1210884.625000 Penalty: 2776.393066
	Iteration 7Q: 3 clusters Score -1210885 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1211088.000000 Penalty: 2776.393066
	Iteration 8Q: 3 clusters Score -1211088 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1211273.750000 Penalty: 2776.393066
	Iteration 9Q: 3 clusters Score -1211274 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1211408.875000 Penalty: 2776.393066
	Iteration 10Q: 3 clusters Score -1211409 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1211546.125000 Penalty: 2776.393066
	Iteration 11Q: 3 clusters Score -1211546 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1211685.500000 Penalty: 2776.393066
	Iteration 12Q: 3 clusters Score -1211686 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1211829.000000 Penalty: 2776.393066
	Iteration 13Q: 3 clusters Score -1211829 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1211961.875000 Penalty: 2776.393066
	Iteration 14Q: 3 clusters Score -1211962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1212050.125000 Penalty: 2776.393066
	Iteration 15Q: 3 clusters Score -1212050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1212129.500000 Penalty: 2776.393066
	Iteration 16Q: 3 clusters Score -1212130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1212216.500000 Penalty: 2776.393066
	Iteration 17Q: 3 clusters Score -1212216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1212302.375000 Penalty: 2776.393066
	Iteration 18Q: 3 clusters Score -1212302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1212363.375000 Penalty: 2776.393066
	Iteration 19Q: 3 clusters Score -1212363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1212415.750000 Penalty: 2776.393066
	Iteration 20F: 3 clusters Score -1212416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1212448.500000 Penalty: 2776.393066
	Iteration 21Q: 3 clusters Score -1212448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1212470.875000 Penalty: 2776.393066
	Iteration 22Q: 3 clusters Score -1212471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1212484.375000 Penalty: 2776.393066
	Iteration 23Q: 3 clusters Score -1212484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1212495.625000 Penalty: 2776.393066
	Iteration 24Q: 3 clusters Score -1212496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1212513.625000 Penalty: 2776.393066
	Iteration 25Q: 3 clusters Score -1212514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1212529.250000 Penalty: 2776.393066
	Iteration 26Q: 3 clusters Score -1212529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1212539.875000 Penalty: 2776.393066
	Iteration 27Q: 3 clusters Score -1212540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1212545.875000 Penalty: 2776.393066
	Iteration 28Q: 3 clusters Score -1212546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1212551.125000 Penalty: 2776.393066
	Iteration 29Q: 3 clusters Score -1212551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1212553.375000 Penalty: 2776.393066
	Iteration 30Q: 3 clusters Score -1212553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1212553.500000 Penalty: 2776.393066
	Iteration 31Q: 3 clusters Score -1212554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1212558.750000 Penalty: 2776.393066
	Iteration 32Q: 3 clusters Score -1212559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1212560.625000 Penalty: 2776.393066
	Iteration 33Q: 3 clusters Score -1212561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1212560.125000 Penalty: 2776.393066
	Iteration 34Q: 3 clusters Score -1212560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1212561.500000 Penalty: 2776.393066
	Iteration 35Q: 3 clusters Score -1212562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1212560.750000 Penalty: 2776.393066
	Iteration 36Q: 3 clusters Score -1212561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1212561.500000 Penalty: 2776.393066
	Iteration 37Q: 3 clusters Score -1212562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1212561.875000 Penalty: 2776.393066
	Iteration 38Q: 3 clusters Score -1212562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1212564.750000 Penalty: 2776.393066
	Iteration 39Q: 3 clusters Score -1212565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1212565.125000 Penalty: 2776.393066
	Iteration 40F: 3 clusters Score -1212565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1212565.875000 Penalty: 2776.393066
	Iteration 41Q: 3 clusters Score -1212566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1212566.125000 Penalty: 2776.393066
	Iteration 42Q: 3 clusters Score -1212566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1212566.125000 Penalty: 2776.393066
	Iteration 43F: 3 clusters Score -1212566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Entering Unmasked Estep 
Score: -1868769.750000 Penalty: 1453.352173
	Iteration 0F: 2 clusters Score -1868770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1857308.125000 Penalty: 2906.704346
	Iteration 0F: 3 clusters Score -1857308 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1861448.375000 Penalty: 2906.704346
	Iteration 1F: 3 clusters Score -1861448 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1861880.875000 Penalty: 2906.704346
	Iteration 2F: 3 clusters Score -1861881 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1862302.125000 Penalty: 2906.704346
	Iteration 3F: 3 clusters Score -1862302 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1862731.375000 Penalty: 2906.704346
	Iteration 4F: 3 clusters Score -1862731 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1863223.000000 Penalty: 2906.704346
	Iteration 5F: 3 clusters Score -1863223 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1863833.500000 Penalty: 2906.704346
	Iteration 6F: 3 clusters Score -1863834 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1864546.125000 Penalty: 2906.704346
	Iteration 7F: 3 clusters Score -1864546 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1865281.750000 Penalty: 2906.704346
	Iteration 8F: 3 clusters Score -1865282 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1866040.000000 Penalty: 2906.704346
	Iteration 9F: 3 clusters Score -1866040 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1866708.750000 Penalty: 2906.704346
	Iteration 10Q: 3 clusters Score -1866709 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1867158.375000 Penalty: 2906.704346
	Iteration 11Q: 3 clusters Score -1867158 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1867473.000000 Penalty: 2906.704346
	Iteration 12Q: 3 clusters Score -1867473 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1867677.125000 Penalty: 2906.704346
	Iteration 13Q: 3 clusters Score -1867677 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1867809.750000 Penalty: 2906.704346
	Iteration 14Q: 3 clusters Score -1867810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1867922.750000 Penalty: 2906.704346
	Iteration 15Q: 3 clusters Score -1867923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1868035.500000 Penalty: 2906.704346
	Iteration 16Q: 3 clusters Score -1868036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1868117.250000 Penalty: 2906.704346
	Iteration 17Q: 3 clusters Score -1868117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1868161.875000 Penalty: 2906.704346
	Iteration 18Q: 3 clusters Score -1868162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1868201.125000 Penalty: 2906.704346
	Iteration 19Q: 3 clusters Score -1868201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1868244.875000 Penalty: 2906.704346
	Iteration 20F: 3 clusters Score -1868245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1868274.125000 Penalty: 2906.704346
	Iteration 21Q: 3 clusters Score -1868274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1868292.375000 Penalty: 2906.704346
	Iteration 22Q: 3 clusters Score -1868292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1868311.250000 Penalty: 2906.704346
	Iteration 23Q: 3 clusters Score -1868311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1868327.125000 Penalty: 2906.704346
	Iteration 24Q: 3 clusters Score -1868327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1868336.250000 Penalty: 2906.704346
	Iteration 25Q: 3 clusters Score -1868336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1868343.750000 Penalty: 2906.704346
	Iteration 26Q: 3 clusters Score -1868344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1868345.375000 Penalty: 2906.704346
	Iteration 27Q: 3 clusters Score -1868345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1868349.750000 Penalty: 2906.704346
	Iteration 28Q: 3 clusters Score -1868350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1868359.625000 Penalty: 2906.704346
	Iteration 29Q: 3 clusters Score -1868360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1868368.750000 Penalty: 2906.704346
	Iteration 30Q: 3 clusters Score -1868369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1868374.375000 Penalty: 2906.704346
	Iteration 31Q: 3 clusters Score -1868374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1868377.875000 Penalty: 2906.704346
	Iteration 32Q: 3 clusters Score -1868378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1868379.000000 Penalty: 2906.704346
	Iteration 33Q: 3 clusters Score -1868379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1868384.750000 Penalty: 2906.704346
	Iteration 34Q: 3 clusters Score -1868385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1868388.250000 Penalty: 2906.704346
	Iteration 35Q: 3 clusters Score -1868388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1868394.750000 Penalty: 2906.704346
	Iteration 36Q: 3 clusters Score -1868395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1868401.500000 Penalty: 2906.704346
	Iteration 37Q: 3 clusters Score -1868402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1868412.250000 Penalty: 2906.704346
	Iteration 38Q: 3 clusters Score -1868412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1868418.375000 Penalty: 2906.704346
	Iteration 39Q: 3 clusters Score -1868418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1868430.125000 Penalty: 2906.704346
	Iteration 40F: 3 clusters Score -1868430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1868438.250000 Penalty: 2906.704346
	Iteration 41Q: 3 clusters Score -1868438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1868445.125000 Penalty: 2906.704346
	Iteration 42Q: 3 clusters Score -1868445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1868459.000000 Penalty: 2906.704346
	Iteration 43Q: 3 clusters Score -1868459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1868467.750000 Penalty: 2906.704346
	Iteration 44Q: 3 clusters Score -1868468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1868477.375000 Penalty: 2906.704346
	Iteration 45Q: 3 clusters Score -1868477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1868485.125000 Penalty: 2906.704346
	Iteration 46Q: 3 clusters Score -1868485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1868486.750000 Penalty: 2906.704346
	Iteration 47Q: 3 clusters Score -1868487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1868487.625000 Penalty: 2906.704346
	Iteration 48Q: 3 clusters Score -1868488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1868486.750000 Penalty: 2906.704346
	Iteration 49Q: 3 clusters Score -1868487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1868490.000000 Penalty: 2906.704346
	Iteration 50Q: 3 clusters Score -1868490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1868489.625000 Penalty: 2906.704346
	Iteration 51Q: 3 clusters Score -1868490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1868489.625000 Penalty: 2906.704346
	Iteration 52F: 3 clusters Score -1868490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Entering Unmasked Estep 
Score: -6039196.000000 Penalty: 1621.473389
	Iteration 0F: 2 clusters Score -6039196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6004150.000000 Penalty: 3242.946777
	Iteration 0F: 3 clusters Score -6004150 nChanged 24764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -6017864.000000 Penalty: 3242.946777
	Iteration 1F: 3 clusters Score -6017864 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6018543.000000 Penalty: 3242.946777
	Iteration 2Q: 3 clusters Score -6018543 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6019263.000000 Penalty: 3242.946777
	Iteration 3Q: 3 clusters Score -6019263 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6020065.000000 Penalty: 3242.946777
	Iteration 4Q: 3 clusters Score -6020065 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6021078.000000 Penalty: 3242.946777
	Iteration 5Q: 3 clusters Score -6021078 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -6022491.500000 Penalty: 3242.946777
	Iteration 6Q: 3 clusters Score -6022492 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -6024384.000000 Penalty: 3242.946777
	Iteration 7F: 3 clusters Score -6024384 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -6026951.000000 Penalty: 3242.946777
	Iteration 8F: 3 clusters Score -6026951 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -6029882.500000 Penalty: 3242.946777
	Iteration 9F: 3 clusters Score -6029882 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -6032483.500000 Penalty: 3242.946777
	Iteration 10F: 3 clusters Score -6032484 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6034548.000000 Penalty: 3242.946777
	Iteration 11Q: 3 clusters Score -6034548 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6035973.500000 Penalty: 3242.946777
	Iteration 12Q: 3 clusters Score -6035974 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6036771.500000 Penalty: 3242.946777
	Iteration 13Q: 3 clusters Score -6036772 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6037187.500000 Penalty: 3242.946777
	Iteration 14Q: 3 clusters Score -6037188 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6037426.000000 Penalty: 3242.946777
	Iteration 15Q: 3 clusters Score -6037426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6037602.500000 Penalty: 3242.946777
	Iteration 16Q: 3 clusters Score -6037602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6037724.000000 Penalty: 3242.946777
	Iteration 17Q: 3 clusters Score -6037724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6037808.000000 Penalty: 3242.946777
	Iteration 18Q: 3 clusters Score -6037808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6037853.500000 Penalty: 3242.946777
	Iteration 19Q: 3 clusters Score -6037854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6037877.500000 Penalty: 3242.946777
	Iteration 20F: 3 clusters Score -6037878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6037900.500000 Penalty: 3242.946777
	Iteration 21Q: 3 clusters Score -6037900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6037913.500000 Penalty: 3242.946777
	Iteration 22Q: 3 clusters Score -6037914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6037912.500000 Penalty: 3242.946777
	Iteration 23Q: 3 clusters Score -6037912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6037928.500000 Penalty: 3242.946777
	Iteration 24Q: 3 clusters Score -6037928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6037929.500000 Penalty: 3242.946777
	Iteration 25Q: 3 clusters Score -6037930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6037944.000000 Penalty: 3242.946777
	Iteration 26Q: 3 clusters Score -6037944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6037942.500000 Penalty: 3242.946777
	Iteration 27Q: 3 clusters Score -6037942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6037948.000000 Penalty: 3242.946777
	Iteration 28Q: 3 clusters Score -6037948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6037946.000000 Penalty: 3242.946777
	Iteration 29Q: 3 clusters Score -6037946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6037946.000000 Penalty: 3242.946777
	Iteration 30F: 3 clusters Score -6037946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -59634.683594 Penalty: 1013.840576
	Iteration 0F: 2 clusters Score -59634.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -58662.140625 Penalty: 2027.681152
	Iteration 0F: 3 clusters Score -58662.14 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59373.246094 Penalty: 2027.681152
	Iteration 1F: 3 clusters Score -59373.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59761.894531 Penalty: 2027.681152
	Iteration 2F: 3 clusters Score -59761.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60130.492188 Penalty: 2027.681152
	Iteration 3F: 3 clusters Score -60130.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60333.722656 Penalty: 2027.681152
	Iteration 4F: 3 clusters Score -60333.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -60397.769531 Penalty: 2027.681152
	Iteration 5Q: 3 clusters Score -60397.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60418.378906 Penalty: 2027.681152
	Iteration 6Q: 3 clusters Score -60418.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60433.300781 Penalty: 2027.681152
	Iteration 7Q: 3 clusters Score -60433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60436.296875 Penalty: 2027.681152
	Iteration 8Q: 3 clusters Score -60436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60439.957031 Penalty: 2027.681152
	Iteration 9Q: 3 clusters Score -60439.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60442.828125 Penalty: 2027.681152
	Iteration 10Q: 3 clusters Score -60442.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60445.441406 Penalty: 2027.681152
	Iteration 11Q: 3 clusters Score -60445.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60447.164062 Penalty: 2027.681152
	Iteration 12Q: 3 clusters Score -60447.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60448.062500 Penalty: 2027.681152
	Iteration 13Q: 3 clusters Score -60448.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -60450.277344 Penalty: 2027.681152
	Iteration 14Q: 3 clusters Score -60450.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60451.054688 Penalty: 2027.681152
	Iteration 15Q: 3 clusters Score -60451.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60452.121094 Penalty: 2027.681152
	Iteration 16Q: 3 clusters Score -60452.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60454.687500 Penalty: 2027.681152
	Iteration 17Q: 3 clusters Score -60454.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60456.480469 Penalty: 2027.681152
	Iteration 18Q: 3 clusters Score -60456.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -60460.324219 Penalty: 2027.681152
	Iteration 19Q: 3 clusters Score -60460.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60463.179688 Penalty: 2027.681152
	Iteration 20F: 3 clusters Score -60463.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60466.351562 Penalty: 2027.681152
	Iteration 21Q: 3 clusters Score -60466.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60476.632812 Penalty: 2027.681152
	Iteration 22Q: 3 clusters Score -60476.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60483.890625 Penalty: 2027.681152
	Iteration 23Q: 3 clusters Score -60483.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60485.585938 Penalty: 2027.681152
	Iteration 24Q: 3 clusters Score -60485.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60485.585938 Penalty: 2027.681152
	Iteration 25F: 3 clusters Score -60485.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 1333 members 
Mstep: Class 57 contains 581 members 
Entering Unmasked Estep 
Score: -111141696.000000 Penalty: 117209.742188
Splitting cluster 24 changes total score from -111096752.000000 to -111141696.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 25 (65938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Entering Unmasked Estep 
Score: -7730787.000000 Penalty: 1651.154785
	Iteration 0F: 2 clusters Score -7730787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -7687688.000000 Penalty: 3302.309570
	Iteration 0F: 3 clusters Score -7687688 nChanged 30855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -7705579.000000 Penalty: 3302.309570
	Iteration 1F: 3 clusters Score -7705579 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7706886.000000 Penalty: 3302.309570
	Iteration 2Q: 3 clusters Score -7706886 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7708860.000000 Penalty: 3302.309570
	Iteration 3F: 3 clusters Score -7708860 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -7711806.500000 Penalty: 3302.309570
	Iteration 4F: 3 clusters Score -7711806 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -7715864.500000 Penalty: 3302.309570
	Iteration 5F: 3 clusters Score -7715864 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -7720201.000000 Penalty: 3302.309570
	Iteration 6F: 3 clusters Score -7720201 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -7723842.500000 Penalty: 3302.309570
	Iteration 7F: 3 clusters Score -7723842 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7726236.500000 Penalty: 3302.309570
	Iteration 8Q: 3 clusters Score -7726236 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -7727606.000000 Penalty: 3302.309570
	Iteration 9Q: 3 clusters Score -7727606 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -7728338.500000 Penalty: 3302.309570
	Iteration 10Q: 3 clusters Score -7728338 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -7728735.500000 Penalty: 3302.309570
	Iteration 11Q: 3 clusters Score -7728736 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7728993.000000 Penalty: 3302.309570
	Iteration 12Q: 3 clusters Score -7728993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -7729169.500000 Penalty: 3302.309570
	Iteration 13Q: 3 clusters Score -7729170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -7729261.000000 Penalty: 3302.309570
	Iteration 14Q: 3 clusters Score -7729261 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -7729323.000000 Penalty: 3302.309570
	Iteration 15Q: 3 clusters Score -7729323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -7729369.000000 Penalty: 3302.309570
	Iteration 16Q: 3 clusters Score -7729369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -7729406.500000 Penalty: 3302.309570
	Iteration 17Q: 3 clusters Score -7729406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -7729439.500000 Penalty: 3302.309570
	Iteration 18Q: 3 clusters Score -7729440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -7729461.500000 Penalty: 3302.309570
	Iteration 19Q: 3 clusters Score -7729462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -7729483.500000 Penalty: 3302.309570
	Iteration 20F: 3 clusters Score -7729484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -7729493.500000 Penalty: 3302.309570
	Iteration 21Q: 3 clusters Score -7729494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -7729502.500000 Penalty: 3302.309570
	Iteration 22Q: 3 clusters Score -7729502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -7729518.500000 Penalty: 3302.309570
	Iteration 23Q: 3 clusters Score -7729518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -7729516.000000 Penalty: 3302.309570
	Iteration 24Q: 3 clusters Score -7729516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -7729531.500000 Penalty: 3302.309570
	Iteration 25Q: 3 clusters Score -7729532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -7729531.000000 Penalty: 3302.309570
	Iteration 26Q: 3 clusters Score -7729531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -7729551.000000 Penalty: 3302.309570
	Iteration 27Q: 3 clusters Score -7729551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -7729557.500000 Penalty: 3302.309570
	Iteration 28Q: 3 clusters Score -7729558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -7729561.000000 Penalty: 3302.309570
	Iteration 29Q: 3 clusters Score -7729561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -7729575.500000 Penalty: 3302.309570
	Iteration 30Q: 3 clusters Score -7729576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -7729584.000000 Penalty: 3302.309570
	Iteration 31Q: 3 clusters Score -7729584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -7729586.500000 Penalty: 3302.309570
	Iteration 32Q: 3 clusters Score -7729586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -7729590.500000 Penalty: 3302.309570
	Iteration 33Q: 3 clusters Score -7729590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -7729584.000000 Penalty: 3302.309570
	Iteration 34Q: 3 clusters Score -7729584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -7729590.000000 Penalty: 3302.309570
	Iteration 35Q: 3 clusters Score -7729590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -7729595.500000 Penalty: 3302.309570
	Iteration 36Q: 3 clusters Score -7729596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -7729598.000000 Penalty: 3302.309570
	Iteration 37Q: 3 clusters Score -7729598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -7729601.000000 Penalty: 3302.309570
	Iteration 38Q: 3 clusters Score -7729601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -7729599.500000 Penalty: 3302.309570
	Iteration 39Q: 3 clusters Score -7729600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -7729603.000000 Penalty: 3302.309570
	Iteration 40F: 3 clusters Score -7729603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -7729612.000000 Penalty: 3302.309570
	Iteration 41Q: 3 clusters Score -7729612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -7729612.000000 Penalty: 3302.309570
	Iteration 42Q: 3 clusters Score -7729612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -7729612.000000 Penalty: 3302.309570
	Iteration 43F: 3 clusters Score -7729612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -522381.937500 Penalty: 1258.182861
	Iteration 0F: 2 clusters Score -522381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -518903.875000 Penalty: 2516.365723
	Iteration 0F: 3 clusters Score -518903.9 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -519875.312500 Penalty: 2516.365723
	Iteration 1F: 3 clusters Score -519875.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -520076.593750 Penalty: 2516.365723
	Iteration 2F: 3 clusters Score -520076.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -520196.875000 Penalty: 2516.365723
	Iteration 3Q: 3 clusters Score -520196.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -520276.218750 Penalty: 2516.365723
	Iteration 4Q: 3 clusters Score -520276.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -520343.625000 Penalty: 2516.365723
	Iteration 5Q: 3 clusters Score -520343.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -520397.375000 Penalty: 2516.365723
	Iteration 6Q: 3 clusters Score -520397.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -520434.062500 Penalty: 2516.365723
	Iteration 7Q: 3 clusters Score -520434.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -520460.656250 Penalty: 2516.365723
	Iteration 8Q: 3 clusters Score -520460.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -520485.062500 Penalty: 2516.365723
	Iteration 9Q: 3 clusters Score -520485.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -520505.406250 Penalty: 2516.365723
	Iteration 10Q: 3 clusters Score -520505.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -520525.625000 Penalty: 2516.365723
	Iteration 11Q: 3 clusters Score -520525.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -520541.468750 Penalty: 2516.365723
	Iteration 12Q: 3 clusters Score -520541.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -520554.562500 Penalty: 2516.365723
	Iteration 13Q: 3 clusters Score -520554.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -520568.937500 Penalty: 2516.365723
	Iteration 14Q: 3 clusters Score -520568.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -520591.281250 Penalty: 2516.365723
	Iteration 15Q: 3 clusters Score -520591.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -520616.093750 Penalty: 2516.365723
	Iteration 16Q: 3 clusters Score -520616.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -520634.781250 Penalty: 2516.365723
	Iteration 17Q: 3 clusters Score -520634.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -520655.375000 Penalty: 2516.365723
	Iteration 18Q: 3 clusters Score -520655.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -520674.343750 Penalty: 2516.365723
	Iteration 19Q: 3 clusters Score -520674.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -520692.187500 Penalty: 2516.365723
	Iteration 20F: 3 clusters Score -520692.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -520713.562500 Penalty: 2516.365723
	Iteration 21Q: 3 clusters Score -520713.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -520735.187500 Penalty: 2516.365723
	Iteration 22Q: 3 clusters Score -520735.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -520755.375000 Penalty: 2516.365723
	Iteration 23Q: 3 clusters Score -520755.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -520775.312500 Penalty: 2516.365723
	Iteration 24Q: 3 clusters Score -520775.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -520791.375000 Penalty: 2516.365723
	Iteration 25Q: 3 clusters Score -520791.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -520807.656250 Penalty: 2516.365723
	Iteration 26Q: 3 clusters Score -520807.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -520831.875000 Penalty: 2516.365723
	Iteration 27Q: 3 clusters Score -520831.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -520858.000000 Penalty: 2516.365723
	Iteration 28Q: 3 clusters Score -520858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -520889.312500 Penalty: 2516.365723
	Iteration 29Q: 3 clusters Score -520889.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -520915.312500 Penalty: 2516.365723
	Iteration 30Q: 3 clusters Score -520915.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -520944.156250 Penalty: 2516.365723
	Iteration 31Q: 3 clusters Score -520944.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -520975.812500 Penalty: 2516.365723
	Iteration 32Q: 3 clusters Score -520975.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -521001.812500 Penalty: 2516.365723
	Iteration 33Q: 3 clusters Score -521001.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -521033.875000 Penalty: 2516.365723
	Iteration 34Q: 3 clusters Score -521033.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -521065.062500 Penalty: 2516.365723
	Iteration 35Q: 3 clusters Score -521065.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -521099.531250 Penalty: 2516.365723
	Iteration 36Q: 3 clusters Score -521099.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -521144.812500 Penalty: 2516.365723
	Iteration 37Q: 3 clusters Score -521144.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -521198.406250 Penalty: 2516.365723
	Iteration 38Q: 3 clusters Score -521198.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -521235.437500 Penalty: 2516.365723
	Iteration 39Q: 3 clusters Score -521235.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -521269.218750 Penalty: 2516.365723
	Iteration 40F: 3 clusters Score -521269.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -521293.625000 Penalty: 2516.365723
	Iteration 41Q: 3 clusters Score -521293.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -521318.468750 Penalty: 2516.365723
	Iteration 42Q: 3 clusters Score -521318.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -521332.625000 Penalty: 2516.365723
	Iteration 43Q: 3 clusters Score -521332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -521340.437500 Penalty: 2516.365723
	Iteration 44Q: 3 clusters Score -521340.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -521344.468750 Penalty: 2516.365723
	Iteration 45Q: 3 clusters Score -521344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -521346.593750 Penalty: 2516.365723
	Iteration 46Q: 3 clusters Score -521346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -521346.937500 Penalty: 2516.365723
	Iteration 47Q: 3 clusters Score -521346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -521348.500000 Penalty: 2516.365723
	Iteration 48Q: 3 clusters Score -521348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -521349.500000 Penalty: 2516.365723
	Iteration 49Q: 3 clusters Score -521349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -521352.187500 Penalty: 2516.365723
	Iteration 50Q: 3 clusters Score -521352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -521351.750000 Penalty: 2516.365723
	Iteration 51Q: 3 clusters Score -521351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -521351.750000 Penalty: 2516.365723
	Iteration 52F: 3 clusters Score -521351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -599285.375000 Penalty: 1282.511230
	Iteration 0F: 2 clusters Score -599285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -595285.437500 Penalty: 2565.022461
	Iteration 0F: 3 clusters Score -595285.4 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -596548.687500 Penalty: 2565.022461
	Iteration 1F: 3 clusters Score -596548.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -596794.375000 Penalty: 2565.022461
	Iteration 2F: 3 clusters Score -596794.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -596977.562500 Penalty: 2565.022461
	Iteration 3F: 3 clusters Score -596977.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -597117.875000 Penalty: 2565.022461
	Iteration 4Q: 3 clusters Score -597117.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -597210.312500 Penalty: 2565.022461
	Iteration 5Q: 3 clusters Score -597210.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -597319.187500 Penalty: 2565.022461
	Iteration 6Q: 3 clusters Score -597319.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -597438.187500 Penalty: 2565.022461
	Iteration 7Q: 3 clusters Score -597438.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -597554.750000 Penalty: 2565.022461
	Iteration 8Q: 3 clusters Score -597554.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -597685.125000 Penalty: 2565.022461
	Iteration 9Q: 3 clusters Score -597685.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -597809.812500 Penalty: 2565.022461
	Iteration 10Q: 3 clusters Score -597809.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -597908.500000 Penalty: 2565.022461
	Iteration 11Q: 3 clusters Score -597908.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -597999.000000 Penalty: 2565.022461
	Iteration 12Q: 3 clusters Score -597999 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -598081.812500 Penalty: 2565.022461
	Iteration 13Q: 3 clusters Score -598081.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -598156.187500 Penalty: 2565.022461
	Iteration 14Q: 3 clusters Score -598156.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -598213.937500 Penalty: 2565.022461
	Iteration 15Q: 3 clusters Score -598213.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -598250.187500 Penalty: 2565.022461
	Iteration 16Q: 3 clusters Score -598250.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -598272.062500 Penalty: 2565.022461
	Iteration 17Q: 3 clusters Score -598272.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -598289.750000 Penalty: 2565.022461
	Iteration 18Q: 3 clusters Score -598289.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -598306.312500 Penalty: 2565.022461
	Iteration 19Q: 3 clusters Score -598306.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -598316.375000 Penalty: 2565.022461
	Iteration 20F: 3 clusters Score -598316.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -598325.250000 Penalty: 2565.022461
	Iteration 21Q: 3 clusters Score -598325.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -598333.187500 Penalty: 2565.022461
	Iteration 22Q: 3 clusters Score -598333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -598342.375000 Penalty: 2565.022461
	Iteration 23Q: 3 clusters Score -598342.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -598353.375000 Penalty: 2565.022461
	Iteration 24Q: 3 clusters Score -598353.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -598363.875000 Penalty: 2565.022461
	Iteration 25Q: 3 clusters Score -598363.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -598373.437500 Penalty: 2565.022461
	Iteration 26Q: 3 clusters Score -598373.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -598385.750000 Penalty: 2565.022461
	Iteration 27Q: 3 clusters Score -598385.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -598389.812500 Penalty: 2565.022461
	Iteration 28Q: 3 clusters Score -598389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -598393.562500 Penalty: 2565.022461
	Iteration 29Q: 3 clusters Score -598393.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -598398.812500 Penalty: 2565.022461
	Iteration 30Q: 3 clusters Score -598398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -598401.000000 Penalty: 2565.022461
	Iteration 31Q: 3 clusters Score -598401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -598403.062500 Penalty: 2565.022461
	Iteration 32Q: 3 clusters Score -598403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -598406.750000 Penalty: 2565.022461
	Iteration 33Q: 3 clusters Score -598406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -598407.812500 Penalty: 2565.022461
	Iteration 34Q: 3 clusters Score -598407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -598408.625000 Penalty: 2565.022461
	Iteration 35Q: 3 clusters Score -598408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -598409.875000 Penalty: 2565.022461
	Iteration 36Q: 3 clusters Score -598409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -598410.687500 Penalty: 2565.022461
	Iteration 37Q: 3 clusters Score -598410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -598411.812500 Penalty: 2565.022461
	Iteration 38Q: 3 clusters Score -598411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -598412.625000 Penalty: 2565.022461
	Iteration 39Q: 3 clusters Score -598412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -598412.625000 Penalty: 2565.022461
	Iteration 40F: 3 clusters Score -598412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Entering Unmasked Estep 
Score: -812432.875000 Penalty: 1335.818237
	Iteration 0F: 2 clusters Score -812432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -806951.750000 Penalty: 2671.636475
	Iteration 0F: 3 clusters Score -806951.8 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -808760.687500 Penalty: 2671.636475
	Iteration 1F: 3 clusters Score -808760.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -809123.875000 Penalty: 2671.636475
	Iteration 2F: 3 clusters Score -809123.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -809394.312500 Penalty: 2671.636475
	Iteration 3F: 3 clusters Score -809394.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -809596.625000 Penalty: 2671.636475
	Iteration 4Q: 3 clusters Score -809596.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -809745.125000 Penalty: 2671.636475
	Iteration 5Q: 3 clusters Score -809745.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -809896.375000 Penalty: 2671.636475
	Iteration 6Q: 3 clusters Score -809896.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -810048.875000 Penalty: 2671.636475
	Iteration 7Q: 3 clusters Score -810048.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -810191.687500 Penalty: 2671.636475
	Iteration 8Q: 3 clusters Score -810191.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -810348.875000 Penalty: 2671.636475
	Iteration 9Q: 3 clusters Score -810348.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -810495.125000 Penalty: 2671.636475
	Iteration 10Q: 3 clusters Score -810495.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -810645.500000 Penalty: 2671.636475
	Iteration 11Q: 3 clusters Score -810645.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -810791.875000 Penalty: 2671.636475
	Iteration 12Q: 3 clusters Score -810791.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -810934.437500 Penalty: 2671.636475
	Iteration 13Q: 3 clusters Score -810934.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -811067.125000 Penalty: 2671.636475
	Iteration 14Q: 3 clusters Score -811067.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -811178.312500 Penalty: 2671.636475
	Iteration 15Q: 3 clusters Score -811178.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -811261.500000 Penalty: 2671.636475
	Iteration 16Q: 3 clusters Score -811261.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -811315.187500 Penalty: 2671.636475
	Iteration 17Q: 3 clusters Score -811315.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -811362.312500 Penalty: 2671.636475
	Iteration 18Q: 3 clusters Score -811362.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -811398.937500 Penalty: 2671.636475
	Iteration 19Q: 3 clusters Score -811398.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -811430.375000 Penalty: 2671.636475
	Iteration 20F: 3 clusters Score -811430.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -811462.250000 Penalty: 2671.636475
	Iteration 21Q: 3 clusters Score -811462.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -811482.750000 Penalty: 2671.636475
	Iteration 22Q: 3 clusters Score -811482.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -811503.687500 Penalty: 2671.636475
	Iteration 23Q: 3 clusters Score -811503.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -811521.750000 Penalty: 2671.636475
	Iteration 24Q: 3 clusters Score -811521.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -811540.187500 Penalty: 2671.636475
	Iteration 25Q: 3 clusters Score -811540.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -811558.500000 Penalty: 2671.636475
	Iteration 26Q: 3 clusters Score -811558.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -811578.250000 Penalty: 2671.636475
	Iteration 27Q: 3 clusters Score -811578.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -811597.937500 Penalty: 2671.636475
	Iteration 28Q: 3 clusters Score -811597.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -811615.500000 Penalty: 2671.636475
	Iteration 29Q: 3 clusters Score -811615.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -811625.187500 Penalty: 2671.636475
	Iteration 30Q: 3 clusters Score -811625.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -811638.562500 Penalty: 2671.636475
	Iteration 31Q: 3 clusters Score -811638.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -811644.250000 Penalty: 2671.636475
	Iteration 32Q: 3 clusters Score -811644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -811651.312500 Penalty: 2671.636475
	Iteration 33Q: 3 clusters Score -811651.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -811654.437500 Penalty: 2671.636475
	Iteration 34Q: 3 clusters Score -811654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -811660.750000 Penalty: 2671.636475
	Iteration 35Q: 3 clusters Score -811660.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -811665.437500 Penalty: 2671.636475
	Iteration 36Q: 3 clusters Score -811665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -811675.937500 Penalty: 2671.636475
	Iteration 37Q: 3 clusters Score -811675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -811680.937500 Penalty: 2671.636475
	Iteration 38Q: 3 clusters Score -811680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -811683.875000 Penalty: 2671.636475
	Iteration 39Q: 3 clusters Score -811683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -811688.250000 Penalty: 2671.636475
	Iteration 40F: 3 clusters Score -811688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -811693.562500 Penalty: 2671.636475
	Iteration 41Q: 3 clusters Score -811693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -811695.375000 Penalty: 2671.636475
	Iteration 42Q: 3 clusters Score -811695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -811698.562500 Penalty: 2671.636475
	Iteration 43Q: 3 clusters Score -811698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -811697.437500 Penalty: 2671.636475
	Iteration 44Q: 3 clusters Score -811697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -811699.250000 Penalty: 2671.636475
	Iteration 45Q: 3 clusters Score -811699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -811699.125000 Penalty: 2671.636475
	Iteration 46Q: 3 clusters Score -811699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -811699.125000 Penalty: 2671.636475
	Iteration 47F: 3 clusters Score -811699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Entering Unmasked Estep 
Score: -952821.000000 Penalty: 1339.473633
	Iteration 0F: 2 clusters Score -952821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -947266.687500 Penalty: 2678.947266
	Iteration 0F: 3 clusters Score -947266.7 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -949149.687500 Penalty: 2678.947266
	Iteration 1F: 3 clusters Score -949149.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -949605.375000 Penalty: 2678.947266
	Iteration 2F: 3 clusters Score -949605.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -949928.625000 Penalty: 2678.947266
	Iteration 3F: 3 clusters Score -949928.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -950128.187500 Penalty: 2678.947266
	Iteration 4F: 3 clusters Score -950128.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -950263.437500 Penalty: 2678.947266
	Iteration 5Q: 3 clusters Score -950263.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -950391.000000 Penalty: 2678.947266
	Iteration 6Q: 3 clusters Score -950391 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -950500.875000 Penalty: 2678.947266
	Iteration 7Q: 3 clusters Score -950500.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -950593.875000 Penalty: 2678.947266
	Iteration 8Q: 3 clusters Score -950593.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -950697.625000 Penalty: 2678.947266
	Iteration 9Q: 3 clusters Score -950697.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -950806.062500 Penalty: 2678.947266
	Iteration 10Q: 3 clusters Score -950806.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -950900.062500 Penalty: 2678.947266
	Iteration 11Q: 3 clusters Score -950900.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -950991.125000 Penalty: 2678.947266
	Iteration 12Q: 3 clusters Score -950991.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -951109.250000 Penalty: 2678.947266
	Iteration 13Q: 3 clusters Score -951109.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -951238.187500 Penalty: 2678.947266
	Iteration 14Q: 3 clusters Score -951238.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -951354.375000 Penalty: 2678.947266
	Iteration 15Q: 3 clusters Score -951354.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -951454.000000 Penalty: 2678.947266
	Iteration 16Q: 3 clusters Score -951454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -951543.062500 Penalty: 2678.947266
	Iteration 17Q: 3 clusters Score -951543.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -951614.562500 Penalty: 2678.947266
	Iteration 18Q: 3 clusters Score -951614.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -951675.875000 Penalty: 2678.947266
	Iteration 19Q: 3 clusters Score -951675.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -951721.562500 Penalty: 2678.947266
	Iteration 20F: 3 clusters Score -951721.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -951764.750000 Penalty: 2678.947266
	Iteration 21Q: 3 clusters Score -951764.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -951797.125000 Penalty: 2678.947266
	Iteration 22Q: 3 clusters Score -951797.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -951822.500000 Penalty: 2678.947266
	Iteration 23Q: 3 clusters Score -951822.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -951843.625000 Penalty: 2678.947266
	Iteration 24Q: 3 clusters Score -951843.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -951866.187500 Penalty: 2678.947266
	Iteration 25Q: 3 clusters Score -951866.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -951884.187500 Penalty: 2678.947266
	Iteration 26Q: 3 clusters Score -951884.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -951904.437500 Penalty: 2678.947266
	Iteration 27Q: 3 clusters Score -951904.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -951922.000000 Penalty: 2678.947266
	Iteration 28Q: 3 clusters Score -951922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -951929.000000 Penalty: 2678.947266
	Iteration 29Q: 3 clusters Score -951929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -951939.687500 Penalty: 2678.947266
	Iteration 30Q: 3 clusters Score -951939.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -951952.500000 Penalty: 2678.947266
	Iteration 31Q: 3 clusters Score -951952.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -951963.250000 Penalty: 2678.947266
	Iteration 32Q: 3 clusters Score -951963.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -951972.750000 Penalty: 2678.947266
	Iteration 33Q: 3 clusters Score -951972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -951983.687500 Penalty: 2678.947266
	Iteration 34Q: 3 clusters Score -951983.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -951987.750000 Penalty: 2678.947266
	Iteration 35Q: 3 clusters Score -951987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -951990.375000 Penalty: 2678.947266
	Iteration 36Q: 3 clusters Score -951990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -951993.062500 Penalty: 2678.947266
	Iteration 37Q: 3 clusters Score -951993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -951994.187500 Penalty: 2678.947266
	Iteration 38Q: 3 clusters Score -951994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -951994.125000 Penalty: 2678.947266
	Iteration 39Q: 3 clusters Score -951994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -951995.500000 Penalty: 2678.947266
	Iteration 40F: 3 clusters Score -951995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -951996.187500 Penalty: 2678.947266
	Iteration 41Q: 3 clusters Score -951996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -951996.187500 Penalty: 2678.947266
	Iteration 42F: 3 clusters Score -951996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Entering Unmasked Estep 
Score: -1029376.375000 Penalty: 1358.769287
	Iteration 0F: 2 clusters Score -1029376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1023113.500000 Penalty: 2717.538574
	Iteration 0F: 3 clusters Score -1023114 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1025187.062500 Penalty: 2717.538574
	Iteration 1F: 3 clusters Score -1025187 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1025555.625000 Penalty: 2717.538574
	Iteration 2F: 3 clusters Score -1025556 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1025846.812500 Penalty: 2717.538574
	Iteration 3F: 3 clusters Score -1025847 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1026075.500000 Penalty: 2717.538574
	Iteration 4Q: 3 clusters Score -1026076 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1026306.125000 Penalty: 2717.538574
	Iteration 5Q: 3 clusters Score -1026306 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1026501.000000 Penalty: 2717.538574
	Iteration 6Q: 3 clusters Score -1026501 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1026685.625000 Penalty: 2717.538574
	Iteration 7Q: 3 clusters Score -1026686 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1026851.500000 Penalty: 2717.538574
	Iteration 8Q: 3 clusters Score -1026852 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1027006.500000 Penalty: 2717.538574
	Iteration 9Q: 3 clusters Score -1027006 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1027159.125000 Penalty: 2717.538574
	Iteration 10Q: 3 clusters Score -1027159 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1027274.250000 Penalty: 2717.538574
	Iteration 11Q: 3 clusters Score -1027274 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1027373.750000 Penalty: 2717.538574
	Iteration 12Q: 3 clusters Score -1027374 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1027469.500000 Penalty: 2717.538574
	Iteration 13Q: 3 clusters Score -1027470 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1027556.187500 Penalty: 2717.538574
	Iteration 14Q: 3 clusters Score -1027556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1027640.562500 Penalty: 2717.538574
	Iteration 15Q: 3 clusters Score -1027641 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1027707.375000 Penalty: 2717.538574
	Iteration 16Q: 3 clusters Score -1027707 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1027772.000000 Penalty: 2717.538574
	Iteration 17Q: 3 clusters Score -1027772 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1027819.000000 Penalty: 2717.538574
	Iteration 18Q: 3 clusters Score -1027819 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1027850.125000 Penalty: 2717.538574
	Iteration 19Q: 3 clusters Score -1027850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1027879.187500 Penalty: 2717.538574
	Iteration 20F: 3 clusters Score -1027879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1027906.500000 Penalty: 2717.538574
	Iteration 21Q: 3 clusters Score -1027906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1027929.000000 Penalty: 2717.538574
	Iteration 22Q: 3 clusters Score -1027929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1027944.687500 Penalty: 2717.538574
	Iteration 23Q: 3 clusters Score -1027945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1027958.312500 Penalty: 2717.538574
	Iteration 24Q: 3 clusters Score -1027958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1027971.375000 Penalty: 2717.538574
	Iteration 25Q: 3 clusters Score -1027971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1027984.937500 Penalty: 2717.538574
	Iteration 26Q: 3 clusters Score -1027985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1027999.687500 Penalty: 2717.538574
	Iteration 27Q: 3 clusters Score -1028000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1028006.312500 Penalty: 2717.538574
	Iteration 28Q: 3 clusters Score -1028006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1028013.250000 Penalty: 2717.538574
	Iteration 29Q: 3 clusters Score -1028013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1028012.937500 Penalty: 2717.538574
	Iteration 30Q: 3 clusters Score -1028013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1028015.500000 Penalty: 2717.538574
	Iteration 31Q: 3 clusters Score -1028016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1028016.875000 Penalty: 2717.538574
	Iteration 32Q: 3 clusters Score -1028017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1028023.125000 Penalty: 2717.538574
	Iteration 33Q: 3 clusters Score -1028023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1028023.937500 Penalty: 2717.538574
	Iteration 34Q: 3 clusters Score -1028024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1028028.875000 Penalty: 2717.538574
	Iteration 35Q: 3 clusters Score -1028029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1028030.687500 Penalty: 2717.538574
	Iteration 36Q: 3 clusters Score -1028031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1028030.187500 Penalty: 2717.538574
	Iteration 37Q: 3 clusters Score -1028030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1028034.562500 Penalty: 2717.538574
	Iteration 38Q: 3 clusters Score -1028035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1028035.125000 Penalty: 2717.538574
	Iteration 39Q: 3 clusters Score -1028035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1028038.625000 Penalty: 2717.538574
	Iteration 40F: 3 clusters Score -1028039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1028040.375000 Penalty: 2717.538574
	Iteration 41Q: 3 clusters Score -1028040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1028042.562500 Penalty: 2717.538574
	Iteration 42Q: 3 clusters Score -1028043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1028042.687500 Penalty: 2717.538574
	Iteration 43Q: 3 clusters Score -1028043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1028045.000000 Penalty: 2717.538574
	Iteration 44Q: 3 clusters Score -1028045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1028047.937500 Penalty: 2717.538574
	Iteration 45Q: 3 clusters Score -1028048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1028048.312500 Penalty: 2717.538574
	Iteration 46Q: 3 clusters Score -1028048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1028048.375000 Penalty: 2717.538574
	Iteration 47Q: 3 clusters Score -1028048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1028048.562500 Penalty: 2717.538574
	Iteration 48Q: 3 clusters Score -1028049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1028050.500000 Penalty: 2717.538574
	Iteration 49Q: 3 clusters Score -1028050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1028051.562500 Penalty: 2717.538574
	Iteration 50Q: 3 clusters Score -1028052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1028052.312500 Penalty: 2717.538574
	Iteration 51Q: 3 clusters Score -1028052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1028053.125000 Penalty: 2717.538574
	Iteration 52Q: 3 clusters Score -1028053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1028055.125000 Penalty: 2717.538574
	Iteration 53Q: 3 clusters Score -1028055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1028054.312500 Penalty: 2717.538574
	Iteration 54Q: 3 clusters Score -1028054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1028054.000000 Penalty: 2717.538574
	Iteration 55Q: 3 clusters Score -1028054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1028054.937500 Penalty: 2717.538574
	Iteration 56Q: 3 clusters Score -1028055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1028054.937500 Penalty: 2717.538574
	Iteration 57F: 3 clusters Score -1028055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (73806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Entering Unmasked Estep 
Score: -8386345.500000 Penalty: 1667.928223
	Iteration 0F: 2 clusters Score -8386346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -8338680.000000 Penalty: 3335.856445
	Iteration 0F: 3 clusters Score -8338680 nChanged 34499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -8358031.500000 Penalty: 3335.856445
	Iteration 1F: 3 clusters Score -8358032 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -8358803.500000 Penalty: 3335.856445
	Iteration 2Q: 3 clusters Score -8358804 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -8359638.000000 Penalty: 3335.856445
	Iteration 3Q: 3 clusters Score -8359638 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -8360641.000000 Penalty: 3335.856445
	Iteration 4Q: 3 clusters Score -8360641 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8361883.000000 Penalty: 3335.856445
	Iteration 5Q: 3 clusters Score -8361883 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -8363341.000000 Penalty: 3335.856445
	Iteration 6Q: 3 clusters Score -8363341 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -8365077.500000 Penalty: 3335.856445
	Iteration 7Q: 3 clusters Score -8365078 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -8367209.500000 Penalty: 3335.856445
	Iteration 8F: 3 clusters Score -8367210 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -8369570.000000 Penalty: 3335.856445
	Iteration 9F: 3 clusters Score -8369570 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -8371986.000000 Penalty: 3335.856445
	Iteration 10F: 3 clusters Score -8371986 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -8373950.000000 Penalty: 3335.856445
	Iteration 11Q: 3 clusters Score -8373950 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -8375243.500000 Penalty: 3335.856445
	Iteration 12Q: 3 clusters Score -8375244 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -8375844.500000 Penalty: 3335.856445
	Iteration 13Q: 3 clusters Score -8375844 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8376207.000000 Penalty: 3335.856445
	Iteration 14Q: 3 clusters Score -8376207 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8376412.500000 Penalty: 3335.856445
	Iteration 15Q: 3 clusters Score -8376412 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -8376581.500000 Penalty: 3335.856445
	Iteration 16Q: 3 clusters Score -8376582 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8376668.000000 Penalty: 3335.856445
	Iteration 17Q: 3 clusters Score -8376668 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -8376790.000000 Penalty: 3335.856445
	Iteration 18Q: 3 clusters Score -8376790 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -8376925.000000 Penalty: 3335.856445
	Iteration 19Q: 3 clusters Score -8376925 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -8376986.000000 Penalty: 3335.856445
	Iteration 20F: 3 clusters Score -8376986 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -8377072.500000 Penalty: 3335.856445
	Iteration 21Q: 3 clusters Score -8377072 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8377108.000000 Penalty: 3335.856445
	Iteration 22Q: 3 clusters Score -8377108 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -8377177.000000 Penalty: 3335.856445
	Iteration 23Q: 3 clusters Score -8377177 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -8377243.500000 Penalty: 3335.856445
	Iteration 24Q: 3 clusters Score -8377244 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -8377313.000000 Penalty: 3335.856445
	Iteration 25Q: 3 clusters Score -8377313 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -8377420.000000 Penalty: 3335.856445
	Iteration 26Q: 3 clusters Score -8377420 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -8377485.000000 Penalty: 3335.856445
	Iteration 27Q: 3 clusters Score -8377485 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -8377544.500000 Penalty: 3335.856445
	Iteration 28Q: 3 clusters Score -8377544 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -8377553.500000 Penalty: 3335.856445
	Iteration 29Q: 3 clusters Score -8377554 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -8377572.000000 Penalty: 3335.856445
	Iteration 30Q: 3 clusters Score -8377572 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -8377671.000000 Penalty: 3335.856445
	Iteration 31Q: 3 clusters Score -8377671 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8377763.500000 Penalty: 3335.856445
	Iteration 32Q: 3 clusters Score -8377764 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8377839.000000 Penalty: 3335.856445
	Iteration 33Q: 3 clusters Score -8377839 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -8377944.500000 Penalty: 3335.856445
	Iteration 34Q: 3 clusters Score -8377944 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8378033.000000 Penalty: 3335.856445
	Iteration 35Q: 3 clusters Score -8378033 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8378136.000000 Penalty: 3335.856445
	Iteration 36Q: 3 clusters Score -8378136 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -8378252.500000 Penalty: 3335.856445
	Iteration 37Q: 3 clusters Score -8378252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -8378328.000000 Penalty: 3335.856445
	Iteration 38Q: 3 clusters Score -8378328 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -8378443.000000 Penalty: 3335.856445
	Iteration 39Q: 3 clusters Score -8378443 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -8378542.000000 Penalty: 3335.856445
	Iteration 40F: 3 clusters Score -8378542 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -8378683.000000 Penalty: 3335.856445
	Iteration 41Q: 3 clusters Score -8378683 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8378794.500000 Penalty: 3335.856445
	Iteration 42Q: 3 clusters Score -8378794 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8378939.500000 Penalty: 3335.856445
	Iteration 43Q: 3 clusters Score -8378940 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -8379071.500000 Penalty: 3335.856445
	Iteration 44Q: 3 clusters Score -8379072 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -8379243.500000 Penalty: 3335.856445
	Iteration 45Q: 3 clusters Score -8379244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -8379440.500000 Penalty: 3335.856445
	Iteration 46Q: 3 clusters Score -8379440 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -8379619.000000 Penalty: 3335.856445
	Iteration 47Q: 3 clusters Score -8379619 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -8379759.500000 Penalty: 3335.856445
	Iteration 48Q: 3 clusters Score -8379760 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -8379958.000000 Penalty: 3335.856445
	Iteration 49Q: 3 clusters Score -8379958 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -8380140.500000 Penalty: 3335.856445
	Iteration 50Q: 3 clusters Score -8380140 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -8380331.000000 Penalty: 3335.856445
	Iteration 51Q: 3 clusters Score -8380331 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -8380550.500000 Penalty: 3335.856445
	Iteration 52Q: 3 clusters Score -8380550 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -8380761.000000 Penalty: 3335.856445
	Iteration 53Q: 3 clusters Score -8380761 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -8380979.000000 Penalty: 3335.856445
	Iteration 54Q: 3 clusters Score -8380979 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -8381231.000000 Penalty: 3335.856445
	Iteration 55Q: 3 clusters Score -8381231 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -8381475.500000 Penalty: 3335.856445
	Iteration 56Q: 3 clusters Score -8381476 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -8381691.500000 Penalty: 3335.856445
	Iteration 57Q: 3 clusters Score -8381692 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8381941.500000 Penalty: 3335.856445
	Iteration 58Q: 3 clusters Score -8381942 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8382214.000000 Penalty: 3335.856445
	Iteration 59Q: 3 clusters Score -8382214 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -8382457.500000 Penalty: 3335.856445
	Iteration 60F: 3 clusters Score -8382458 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -8382735.500000 Penalty: 3335.856445
	Iteration 61Q: 3 clusters Score -8382736 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -8382990.500000 Penalty: 3335.856445
	Iteration 62Q: 3 clusters Score -8382990 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8383185.000000 Penalty: 3335.856445
	Iteration 63Q: 3 clusters Score -8383185 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -8383336.000000 Penalty: 3335.856445
	Iteration 64Q: 3 clusters Score -8383336 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -8383525.500000 Penalty: 3335.856445
	Iteration 65Q: 3 clusters Score -8383526 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8383702.500000 Penalty: 3335.856445
	Iteration 66Q: 3 clusters Score -8383702 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8383875.000000 Penalty: 3335.856445
	Iteration 67Q: 3 clusters Score -8383875 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -8384021.000000 Penalty: 3335.856445
	Iteration 68Q: 3 clusters Score -8384021 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -8384173.000000 Penalty: 3335.856445
	Iteration 69Q: 3 clusters Score -8384173 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8384270.000000 Penalty: 3335.856445
	Iteration 70Q: 3 clusters Score -8384270 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -8384357.500000 Penalty: 3335.856445
	Iteration 71Q: 3 clusters Score -8384358 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -8384419.500000 Penalty: 3335.856445
	Iteration 72Q: 3 clusters Score -8384420 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8384471.500000 Penalty: 3335.856445
	Iteration 73Q: 3 clusters Score -8384472 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -8384532.500000 Penalty: 3335.856445
	Iteration 74Q: 3 clusters Score -8384532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8384550.000000 Penalty: 3335.856445
	Iteration 75Q: 3 clusters Score -8384550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8384603.000000 Penalty: 3335.856445
	Iteration 76Q: 3 clusters Score -8384603 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8384643.000000 Penalty: 3335.856445
	Iteration 77Q: 3 clusters Score -8384643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8384701.000000 Penalty: 3335.856445
	Iteration 78Q: 3 clusters Score -8384701 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8384743.500000 Penalty: 3335.856445
	Iteration 79Q: 3 clusters Score -8384744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8384775.000000 Penalty: 3335.856445
	Iteration 80F: 3 clusters Score -8384775 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8384798.000000 Penalty: 3335.856445
	Iteration 81Q: 3 clusters Score -8384798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8384831.000000 Penalty: 3335.856445
	Iteration 82Q: 3 clusters Score -8384831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8384846.500000 Penalty: 3335.856445
	Iteration 83Q: 3 clusters Score -8384846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8384896.000000 Penalty: 3335.856445
	Iteration 84Q: 3 clusters Score -8384896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8384908.500000 Penalty: 3335.856445
	Iteration 85Q: 3 clusters Score -8384908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8384913.500000 Penalty: 3335.856445
	Iteration 86Q: 3 clusters Score -8384914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8384932.000000 Penalty: 3335.856445
	Iteration 87Q: 3 clusters Score -8384932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8384944.500000 Penalty: 3335.856445
	Iteration 88Q: 3 clusters Score -8384944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8384953.000000 Penalty: 3335.856445
	Iteration 89Q: 3 clusters Score -8384953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8384968.500000 Penalty: 3335.856445
	Iteration 90Q: 3 clusters Score -8384968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8384994.500000 Penalty: 3335.856445
	Iteration 91Q: 3 clusters Score -8384994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8385022.000000 Penalty: 3335.856445
	Iteration 92Q: 3 clusters Score -8385022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8385029.000000 Penalty: 3335.856445
	Iteration 93Q: 3 clusters Score -8385029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8385039.000000 Penalty: 3335.856445
	Iteration 94Q: 3 clusters Score -8385039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8385065.000000 Penalty: 3335.856445
	Iteration 95Q: 3 clusters Score -8385065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8385094.000000 Penalty: 3335.856445
	Iteration 96Q: 3 clusters Score -8385094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8385096.000000 Penalty: 3335.856445
	Iteration 97Q: 3 clusters Score -8385096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8385097.500000 Penalty: 3335.856445
	Iteration 98Q: 3 clusters Score -8385098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8385122.000000 Penalty: 3335.856445
	Iteration 99Q: 3 clusters Score -8385122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8385128.500000 Penalty: 3335.856445
	Iteration 100F: 3 clusters Score -8385128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8385146.500000 Penalty: 3335.856445
	Iteration 101Q: 3 clusters Score -8385146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8385130.000000 Penalty: 3335.856445
	Iteration 102Q: 3 clusters Score -8385130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8385145.500000 Penalty: 3335.856445
	Iteration 103Q: 3 clusters Score -8385146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8385152.500000 Penalty: 3335.856445
	Iteration 104Q: 3 clusters Score -8385152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8385156.500000 Penalty: 3335.856445
	Iteration 105Q: 3 clusters Score -8385156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8385163.500000 Penalty: 3335.856445
	Iteration 106Q: 3 clusters Score -8385164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8385150.000000 Penalty: 3335.856445
	Iteration 107Q: 3 clusters Score -8385150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8385159.000000 Penalty: 3335.856445
	Iteration 108Q: 3 clusters Score -8385159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8385166.500000 Penalty: 3335.856445
	Iteration 109Q: 3 clusters Score -8385166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8385154.500000 Penalty: 3335.856445
	Iteration 110Q: 3 clusters Score -8385154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8385160.500000 Penalty: 3335.856445
	Iteration 111Q: 3 clusters Score -8385160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8385163.500000 Penalty: 3335.856445
	Iteration 112Q: 3 clusters Score -8385164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8385177.000000 Penalty: 3335.856445
	Iteration 113Q: 3 clusters Score -8385177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8385182.000000 Penalty: 3335.856445
	Iteration 114Q: 3 clusters Score -8385182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8385173.000000 Penalty: 3335.856445
	Iteration 115Q: 3 clusters Score -8385173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8385175.500000 Penalty: 3335.856445
	Iteration 116Q: 3 clusters Score -8385176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8385182.500000 Penalty: 3335.856445
	Iteration 117Q: 3 clusters Score -8385182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8385196.500000 Penalty: 3335.856445
	Iteration 118Q: 3 clusters Score -8385196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8385191.000000 Penalty: 3335.856445
	Iteration 119Q: 3 clusters Score -8385191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8385188.500000 Penalty: 3335.856445
	Iteration 120F: 3 clusters Score -8385188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8385199.000000 Penalty: 3335.856445
	Iteration 121Q: 3 clusters Score -8385199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8385201.500000 Penalty: 3335.856445
	Iteration 122Q: 3 clusters Score -8385202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8385200.500000 Penalty: 3335.856445
	Iteration 123Q: 3 clusters Score -8385200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8385202.000000 Penalty: 3335.856445
	Iteration 124Q: 3 clusters Score -8385202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8385205.000000 Penalty: 3335.856445
	Iteration 125Q: 3 clusters Score -8385205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8385211.500000 Penalty: 3335.856445
	Iteration 126Q: 3 clusters Score -8385212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8385210.500000 Penalty: 3335.856445
	Iteration 127Q: 3 clusters Score -8385210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8385210.500000 Penalty: 3335.856445
	Iteration 128F: 3 clusters Score -8385210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Entering Unmasked Estep 
Score: -7609504.500000 Penalty: 1656.468018
	Iteration 0F: 2 clusters Score -7609504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -7565082.000000 Penalty: 3312.936035
	Iteration 0F: 3 clusters Score -7565082 nChanged 31888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -7583182.000000 Penalty: 3312.936035
	Iteration 1F: 3 clusters Score -7583182 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7584106.000000 Penalty: 3312.936035
	Iteration 2Q: 3 clusters Score -7584106 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -7585134.000000 Penalty: 3312.936035
	Iteration 3Q: 3 clusters Score -7585134 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -7586331.500000 Penalty: 3312.936035
	Iteration 4Q: 3 clusters Score -7586332 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -7587690.000000 Penalty: 3312.936035
	Iteration 5Q: 3 clusters Score -7587690 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -7589216.000000 Penalty: 3312.936035
	Iteration 6Q: 3 clusters Score -7589216 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7591077.000000 Penalty: 3312.936035
	Iteration 7F: 3 clusters Score -7591077 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -7593197.000000 Penalty: 3312.936035
	Iteration 8F: 3 clusters Score -7593197 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -7595553.000000 Penalty: 3312.936035
	Iteration 9F: 3 clusters Score -7595553 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -7597784.500000 Penalty: 3312.936035
	Iteration 10F: 3 clusters Score -7597784 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -7599392.000000 Penalty: 3312.936035
	Iteration 11Q: 3 clusters Score -7599392 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -7600280.500000 Penalty: 3312.936035
	Iteration 12Q: 3 clusters Score -7600280 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -7600663.000000 Penalty: 3312.936035
	Iteration 13Q: 3 clusters Score -7600663 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7600858.000000 Penalty: 3312.936035
	Iteration 14Q: 3 clusters Score -7600858 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -7601039.500000 Penalty: 3312.936035
	Iteration 15Q: 3 clusters Score -7601040 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -7601163.500000 Penalty: 3312.936035
	Iteration 16Q: 3 clusters Score -7601164 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7601284.500000 Penalty: 3312.936035
	Iteration 17Q: 3 clusters Score -7601284 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -7601440.500000 Penalty: 3312.936035
	Iteration 18Q: 3 clusters Score -7601440 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -7601548.000000 Penalty: 3312.936035
	Iteration 19Q: 3 clusters Score -7601548 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -7601666.000000 Penalty: 3312.936035
	Iteration 20F: 3 clusters Score -7601666 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -7601749.000000 Penalty: 3312.936035
	Iteration 21Q: 3 clusters Score -7601749 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -7601869.000000 Penalty: 3312.936035
	Iteration 22Q: 3 clusters Score -7601869 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -7601966.000000 Penalty: 3312.936035
	Iteration 23Q: 3 clusters Score -7601966 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -7602072.500000 Penalty: 3312.936035
	Iteration 24Q: 3 clusters Score -7602072 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -7602187.500000 Penalty: 3312.936035
	Iteration 25Q: 3 clusters Score -7602188 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -7602286.000000 Penalty: 3312.936035
	Iteration 26Q: 3 clusters Score -7602286 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7602382.000000 Penalty: 3312.936035
	Iteration 27Q: 3 clusters Score -7602382 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -7602456.000000 Penalty: 3312.936035
	Iteration 28Q: 3 clusters Score -7602456 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -7602517.000000 Penalty: 3312.936035
	Iteration 29Q: 3 clusters Score -7602517 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -7602642.500000 Penalty: 3312.936035
	Iteration 30Q: 3 clusters Score -7602642 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -7602820.000000 Penalty: 3312.936035
	Iteration 31Q: 3 clusters Score -7602820 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -7602952.500000 Penalty: 3312.936035
	Iteration 32Q: 3 clusters Score -7602952 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -7603122.000000 Penalty: 3312.936035
	Iteration 33Q: 3 clusters Score -7603122 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7603342.000000 Penalty: 3312.936035
	Iteration 34Q: 3 clusters Score -7603342 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -7603592.500000 Penalty: 3312.936035
	Iteration 35Q: 3 clusters Score -7603592 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7603806.000000 Penalty: 3312.936035
	Iteration 36Q: 3 clusters Score -7603806 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -7603992.000000 Penalty: 3312.936035
	Iteration 37Q: 3 clusters Score -7603992 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -7604205.000000 Penalty: 3312.936035
	Iteration 38Q: 3 clusters Score -7604205 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7604423.500000 Penalty: 3312.936035
	Iteration 39Q: 3 clusters Score -7604424 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -7604623.000000 Penalty: 3312.936035
	Iteration 40F: 3 clusters Score -7604623 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -7604858.000000 Penalty: 3312.936035
	Iteration 41Q: 3 clusters Score -7604858 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -7605120.500000 Penalty: 3312.936035
	Iteration 42Q: 3 clusters Score -7605120 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -7605349.000000 Penalty: 3312.936035
	Iteration 43Q: 3 clusters Score -7605349 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -7605532.500000 Penalty: 3312.936035
	Iteration 44Q: 3 clusters Score -7605532 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -7605738.000000 Penalty: 3312.936035
	Iteration 45Q: 3 clusters Score -7605738 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -7605927.500000 Penalty: 3312.936035
	Iteration 46Q: 3 clusters Score -7605928 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -7606059.500000 Penalty: 3312.936035
	Iteration 47Q: 3 clusters Score -7606060 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -7606173.000000 Penalty: 3312.936035
	Iteration 48Q: 3 clusters Score -7606173 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -7606266.000000 Penalty: 3312.936035
	Iteration 49Q: 3 clusters Score -7606266 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -7606315.000000 Penalty: 3312.936035
	Iteration 50Q: 3 clusters Score -7606315 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -7606368.500000 Penalty: 3312.936035
	Iteration 51Q: 3 clusters Score -7606368 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -7606446.000000 Penalty: 3312.936035
	Iteration 52Q: 3 clusters Score -7606446 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -7606509.500000 Penalty: 3312.936035
	Iteration 53Q: 3 clusters Score -7606510 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -7606533.000000 Penalty: 3312.936035
	Iteration 54Q: 3 clusters Score -7606533 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -7606540.500000 Penalty: 3312.936035
	Iteration 55Q: 3 clusters Score -7606540 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7606539.500000 Penalty: 3312.936035
	Iteration 56Q: 3 clusters Score -7606540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -7606554.500000 Penalty: 3312.936035
	Iteration 57Q: 3 clusters Score -7606554 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -7606588.500000 Penalty: 3312.936035
	Iteration 58Q: 3 clusters Score -7606588 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -7606639.000000 Penalty: 3312.936035
	Iteration 59Q: 3 clusters Score -7606639 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -7606658.500000 Penalty: 3312.936035
	Iteration 60F: 3 clusters Score -7606658 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -7606681.500000 Penalty: 3312.936035
	Iteration 61Q: 3 clusters Score -7606682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -7606740.500000 Penalty: 3312.936035
	Iteration 62Q: 3 clusters Score -7606740 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -7606792.000000 Penalty: 3312.936035
	Iteration 63Q: 3 clusters Score -7606792 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -7606846.000000 Penalty: 3312.936035
	Iteration 64Q: 3 clusters Score -7606846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -7606910.000000 Penalty: 3312.936035
	Iteration 65Q: 3 clusters Score -7606910 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -7606938.500000 Penalty: 3312.936035
	Iteration 66Q: 3 clusters Score -7606938 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -7606974.000000 Penalty: 3312.936035
	Iteration 67Q: 3 clusters Score -7606974 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -7607026.500000 Penalty: 3312.936035
	Iteration 68Q: 3 clusters Score -7607026 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -7607088.000000 Penalty: 3312.936035
	Iteration 69Q: 3 clusters Score -7607088 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -7607149.500000 Penalty: 3312.936035
	Iteration 70Q: 3 clusters Score -7607150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7607183.000000 Penalty: 3312.936035
	Iteration 71Q: 3 clusters Score -7607183 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -7607239.000000 Penalty: 3312.936035
	Iteration 72Q: 3 clusters Score -7607239 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7607309.500000 Penalty: 3312.936035
	Iteration 73Q: 3 clusters Score -7607310 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -7607371.500000 Penalty: 3312.936035
	Iteration 74Q: 3 clusters Score -7607372 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -7607414.500000 Penalty: 3312.936035
	Iteration 75Q: 3 clusters Score -7607414 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -7607500.000000 Penalty: 3312.936035
	Iteration 76Q: 3 clusters Score -7607500 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -7607533.500000 Penalty: 3312.936035
	Iteration 77Q: 3 clusters Score -7607534 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -7607576.500000 Penalty: 3312.936035
	Iteration 78Q: 3 clusters Score -7607576 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -7607608.000000 Penalty: 3312.936035
	Iteration 79Q: 3 clusters Score -7607608 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7607675.500000 Penalty: 3312.936035
	Iteration 80F: 3 clusters Score -7607676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -7607719.000000 Penalty: 3312.936035
	Iteration 81Q: 3 clusters Score -7607719 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7607736.000000 Penalty: 3312.936035
	Iteration 82Q: 3 clusters Score -7607736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -7607778.500000 Penalty: 3312.936035
	Iteration 83Q: 3 clusters Score -7607778 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -7607816.000000 Penalty: 3312.936035
	Iteration 84Q: 3 clusters Score -7607816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -7607860.500000 Penalty: 3312.936035
	Iteration 85Q: 3 clusters Score -7607860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7607905.500000 Penalty: 3312.936035
	Iteration 86Q: 3 clusters Score -7607906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -7607930.500000 Penalty: 3312.936035
	Iteration 87Q: 3 clusters Score -7607930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -7607932.500000 Penalty: 3312.936035
	Iteration 88Q: 3 clusters Score -7607932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7607947.500000 Penalty: 3312.936035
	Iteration 89Q: 3 clusters Score -7607948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -7607965.500000 Penalty: 3312.936035
	Iteration 90Q: 3 clusters Score -7607966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7607969.000000 Penalty: 3312.936035
	Iteration 91Q: 3 clusters Score -7607969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7607972.000000 Penalty: 3312.936035
	Iteration 92Q: 3 clusters Score -7607972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7607966.000000 Penalty: 3312.936035
	Iteration 93Q: 3 clusters Score -7607966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -7607989.000000 Penalty: 3312.936035
	Iteration 94Q: 3 clusters Score -7607989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7607999.000000 Penalty: 3312.936035
	Iteration 95Q: 3 clusters Score -7607999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7608013.000000 Penalty: 3312.936035
	Iteration 96Q: 3 clusters Score -7608013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7608028.500000 Penalty: 3312.936035
	Iteration 97Q: 3 clusters Score -7608028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -7608036.000000 Penalty: 3312.936035
	Iteration 98Q: 3 clusters Score -7608036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7608039.000000 Penalty: 3312.936035
	Iteration 99Q: 3 clusters Score -7608039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -7608049.500000 Penalty: 3312.936035
	Iteration 100F: 3 clusters Score -7608050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7608048.000000 Penalty: 3312.936035
	Iteration 101Q: 3 clusters Score -7608048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7608040.500000 Penalty: 3312.936035
	Iteration 102Q: 3 clusters Score -7608040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7608064.500000 Penalty: 3312.936035
	Iteration 103Q: 3 clusters Score -7608064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7608064.500000 Penalty: 3312.936035
	Iteration 104Q: 3 clusters Score -7608064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -7608080.500000 Penalty: 3312.936035
	Iteration 105Q: 3 clusters Score -7608080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -7608085.000000 Penalty: 3312.936035
	Iteration 106Q: 3 clusters Score -7608085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7608074.000000 Penalty: 3312.936035
	Iteration 107Q: 3 clusters Score -7608074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7608082.500000 Penalty: 3312.936035
	Iteration 108Q: 3 clusters Score -7608082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7608073.500000 Penalty: 3312.936035
	Iteration 109Q: 3 clusters Score -7608074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -7608067.500000 Penalty: 3312.936035
	Iteration 110Q: 3 clusters Score -7608068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7608078.500000 Penalty: 3312.936035
	Iteration 111Q: 3 clusters Score -7608078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7608089.500000 Penalty: 3312.936035
	Iteration 112Q: 3 clusters Score -7608090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7608095.500000 Penalty: 3312.936035
	Iteration 113Q: 3 clusters Score -7608096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7608083.500000 Penalty: 3312.936035
	Iteration 114Q: 3 clusters Score -7608084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7608081.000000 Penalty: 3312.936035
	Iteration 115Q: 3 clusters Score -7608081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7608078.000000 Penalty: 3312.936035
	Iteration 116Q: 3 clusters Score -7608078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -7608093.500000 Penalty: 3312.936035
	Iteration 117Q: 3 clusters Score -7608094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7608094.000000 Penalty: 3312.936035
	Iteration 118Q: 3 clusters Score -7608094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7608107.000000 Penalty: 3312.936035
	Iteration 119Q: 3 clusters Score -7608107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -7608104.500000 Penalty: 3312.936035
	Iteration 120F: 3 clusters Score -7608104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7608118.500000 Penalty: 3312.936035
	Iteration 121Q: 3 clusters Score -7608118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7608102.500000 Penalty: 3312.936035
	Iteration 122Q: 3 clusters Score -7608102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7608129.500000 Penalty: 3312.936035
	Iteration 123Q: 3 clusters Score -7608130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7608137.500000 Penalty: 3312.936035
	Iteration 124Q: 3 clusters Score -7608138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -7608140.500000 Penalty: 3312.936035
	Iteration 125Q: 3 clusters Score -7608140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7608159.500000 Penalty: 3312.936035
	Iteration 126Q: 3 clusters Score -7608160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7608159.000000 Penalty: 3312.936035
	Iteration 127Q: 3 clusters Score -7608159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7608166.500000 Penalty: 3312.936035
	Iteration 128Q: 3 clusters Score -7608166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7608166.500000 Penalty: 3312.936035
	Iteration 129Q: 3 clusters Score -7608166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7608169.000000 Penalty: 3312.936035
	Iteration 130Q: 3 clusters Score -7608169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7608165.500000 Penalty: 3312.936035
	Iteration 131Q: 3 clusters Score -7608166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7608158.500000 Penalty: 3312.936035
	Iteration 132Q: 3 clusters Score -7608158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7608163.000000 Penalty: 3312.936035
	Iteration 133Q: 3 clusters Score -7608163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7608163.000000 Penalty: 3312.936035
	Iteration 134Q: 3 clusters Score -7608163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7608158.000000 Penalty: 3312.936035
	Iteration 135Q: 3 clusters Score -7608158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7608153.000000 Penalty: 3312.936035
	Iteration 136Q: 3 clusters Score -7608153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7608160.000000 Penalty: 3312.936035
	Iteration 137Q: 3 clusters Score -7608160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7608155.500000 Penalty: 3312.936035
	Iteration 138Q: 3 clusters Score -7608156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7608156.000000 Penalty: 3312.936035
	Iteration 139Q: 3 clusters Score -7608156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7608171.000000 Penalty: 3312.936035
	Iteration 140F: 3 clusters Score -7608171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7608167.000000 Penalty: 3312.936035
	Iteration 141Q: 3 clusters Score -7608167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7608174.500000 Penalty: 3312.936035
	Iteration 142Q: 3 clusters Score -7608174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7608183.000000 Penalty: 3312.936035
	Iteration 143Q: 3 clusters Score -7608183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7608174.500000 Penalty: 3312.936035
	Iteration 144Q: 3 clusters Score -7608174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7608177.000000 Penalty: 3312.936035
	Iteration 145Q: 3 clusters Score -7608177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7608177.500000 Penalty: 3312.936035
	Iteration 146Q: 3 clusters Score -7608178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7608182.000000 Penalty: 3312.936035
	Iteration 147Q: 3 clusters Score -7608182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -7608178.000000 Penalty: 3312.936035
	Iteration 148Q: 3 clusters Score -7608178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7608175.000000 Penalty: 3312.936035
	Iteration 149Q: 3 clusters Score -7608175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7608181.000000 Penalty: 3312.936035
	Iteration 150Q: 3 clusters Score -7608181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7608188.500000 Penalty: 3312.936035
	Iteration 151Q: 3 clusters Score -7608188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7608188.000000 Penalty: 3312.936035
	Iteration 152Q: 3 clusters Score -7608188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7608188.000000 Penalty: 3312.936035
	Iteration 153F: 3 clusters Score -7608188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -2304463.000000 Penalty: 1476.352051
	Iteration 0F: 2 clusters Score -2304463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2291075.000000 Penalty: 2952.704102
	Iteration 0F: 3 clusters Score -2291075 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2295772.000000 Penalty: 2952.704102
	Iteration 1F: 3 clusters Score -2295772 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2296210.250000 Penalty: 2952.704102
	Iteration 2F: 3 clusters Score -2296210 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2296591.000000 Penalty: 2952.704102
	Iteration 3Q: 3 clusters Score -2296591 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2296918.250000 Penalty: 2952.704102
	Iteration 4Q: 3 clusters Score -2296918 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2297287.500000 Penalty: 2952.704102
	Iteration 5Q: 3 clusters Score -2297288 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2297726.750000 Penalty: 2952.704102
	Iteration 6Q: 3 clusters Score -2297727 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2298343.250000 Penalty: 2952.704102
	Iteration 7Q: 3 clusters Score -2298343 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2299094.500000 Penalty: 2952.704102
	Iteration 8F: 3 clusters Score -2299094 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2299978.000000 Penalty: 2952.704102
	Iteration 9F: 3 clusters Score -2299978 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2300793.750000 Penalty: 2952.704102
	Iteration 10Q: 3 clusters Score -2300794 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2301443.000000 Penalty: 2952.704102
	Iteration 11Q: 3 clusters Score -2301443 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2301950.750000 Penalty: 2952.704102
	Iteration 12Q: 3 clusters Score -2301951 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2302305.500000 Penalty: 2952.704102
	Iteration 13Q: 3 clusters Score -2302306 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2302539.500000 Penalty: 2952.704102
	Iteration 14Q: 3 clusters Score -2302540 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2302709.750000 Penalty: 2952.704102
	Iteration 15Q: 3 clusters Score -2302710 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2302821.000000 Penalty: 2952.704102
	Iteration 16Q: 3 clusters Score -2302821 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2302905.250000 Penalty: 2952.704102
	Iteration 17Q: 3 clusters Score -2302905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2302993.250000 Penalty: 2952.704102
	Iteration 18Q: 3 clusters Score -2302993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2303066.750000 Penalty: 2952.704102
	Iteration 19Q: 3 clusters Score -2303067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2303105.250000 Penalty: 2952.704102
	Iteration 20F: 3 clusters Score -2303105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2303145.000000 Penalty: 2952.704102
	Iteration 21Q: 3 clusters Score -2303145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2303167.250000 Penalty: 2952.704102
	Iteration 22Q: 3 clusters Score -2303167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2303201.500000 Penalty: 2952.704102
	Iteration 23Q: 3 clusters Score -2303202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2303227.000000 Penalty: 2952.704102
	Iteration 24Q: 3 clusters Score -2303227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2303244.500000 Penalty: 2952.704102
	Iteration 25Q: 3 clusters Score -2303244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2303258.500000 Penalty: 2952.704102
	Iteration 26Q: 3 clusters Score -2303258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2303266.250000 Penalty: 2952.704102
	Iteration 27Q: 3 clusters Score -2303266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2303273.250000 Penalty: 2952.704102
	Iteration 28Q: 3 clusters Score -2303273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2303285.000000 Penalty: 2952.704102
	Iteration 29Q: 3 clusters Score -2303285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2303294.750000 Penalty: 2952.704102
	Iteration 30Q: 3 clusters Score -2303295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2303301.500000 Penalty: 2952.704102
	Iteration 31Q: 3 clusters Score -2303302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2303309.500000 Penalty: 2952.704102
	Iteration 32Q: 3 clusters Score -2303310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2303308.250000 Penalty: 2952.704102
	Iteration 33Q: 3 clusters Score -2303308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2303313.000000 Penalty: 2952.704102
	Iteration 34Q: 3 clusters Score -2303313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2303319.750000 Penalty: 2952.704102
	Iteration 35Q: 3 clusters Score -2303320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2303326.250000 Penalty: 2952.704102
	Iteration 36Q: 3 clusters Score -2303326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2303330.500000 Penalty: 2952.704102
	Iteration 37Q: 3 clusters Score -2303330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2303340.500000 Penalty: 2952.704102
	Iteration 38Q: 3 clusters Score -2303340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2303341.750000 Penalty: 2952.704102
	Iteration 39Q: 3 clusters Score -2303342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2303346.000000 Penalty: 2952.704102
	Iteration 40F: 3 clusters Score -2303346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2303346.250000 Penalty: 2952.704102
	Iteration 41Q: 3 clusters Score -2303346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2303350.750000 Penalty: 2952.704102
	Iteration 42Q: 3 clusters Score -2303351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2303348.500000 Penalty: 2952.704102
	Iteration 43Q: 3 clusters Score -2303348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2303352.750000 Penalty: 2952.704102
	Iteration 44Q: 3 clusters Score -2303353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2303350.500000 Penalty: 2952.704102
	Iteration 45Q: 3 clusters Score -2303350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2303357.250000 Penalty: 2952.704102
	Iteration 46Q: 3 clusters Score -2303357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2303357.500000 Penalty: 2952.704102
	Iteration 47Q: 3 clusters Score -2303358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2303362.250000 Penalty: 2952.704102
	Iteration 48Q: 3 clusters Score -2303362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2303361.500000 Penalty: 2952.704102
	Iteration 49Q: 3 clusters Score -2303362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2303362.000000 Penalty: 2952.704102
	Iteration 50Q: 3 clusters Score -2303362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2303364.000000 Penalty: 2952.704102
	Iteration 51Q: 3 clusters Score -2303364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2303360.250000 Penalty: 2952.704102
	Iteration 52Q: 3 clusters Score -2303360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2303362.250000 Penalty: 2952.704102
	Iteration 53Q: 3 clusters Score -2303362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2303362.250000 Penalty: 2952.704102
	Iteration 54F: 3 clusters Score -2303362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Entering Unmasked Estep 
Score: -4835700.000000 Penalty: 1580.301025
	Iteration 0F: 2 clusters Score -4835700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4809014.500000 Penalty: 3160.602051
	Iteration 0F: 3 clusters Score -4809014 nChanged 18704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4819514.500000 Penalty: 3160.602051
	Iteration 1F: 3 clusters Score -4819514 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4820336.000000 Penalty: 3160.602051
	Iteration 2Q: 3 clusters Score -4820336 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4821341.500000 Penalty: 3160.602051
	Iteration 3Q: 3 clusters Score -4821342 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4822267.500000 Penalty: 3160.602051
	Iteration 4Q: 3 clusters Score -4822268 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4823130.000000 Penalty: 3160.602051
	Iteration 5Q: 3 clusters Score -4823130 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -4824069.500000 Penalty: 3160.602051
	Iteration 6F: 3 clusters Score -4824070 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -4825098.500000 Penalty: 3160.602051
	Iteration 7F: 3 clusters Score -4825098 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4826360.500000 Penalty: 3160.602051
	Iteration 8F: 3 clusters Score -4826360 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -4827828.500000 Penalty: 3160.602051
	Iteration 9F: 3 clusters Score -4827828 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4829347.000000 Penalty: 3160.602051
	Iteration 10F: 3 clusters Score -4829347 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4830759.500000 Penalty: 3160.602051
	Iteration 11Q: 3 clusters Score -4830760 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4832050.000000 Penalty: 3160.602051
	Iteration 12Q: 3 clusters Score -4832050 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4833053.500000 Penalty: 3160.602051
	Iteration 13Q: 3 clusters Score -4833054 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4833792.500000 Penalty: 3160.602051
	Iteration 14Q: 3 clusters Score -4833792 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4834279.500000 Penalty: 3160.602051
	Iteration 15Q: 3 clusters Score -4834280 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4834612.000000 Penalty: 3160.602051
	Iteration 16Q: 3 clusters Score -4834612 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -4834891.500000 Penalty: 3160.602051
	Iteration 17Q: 3 clusters Score -4834892 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4835073.000000 Penalty: 3160.602051
	Iteration 18Q: 3 clusters Score -4835073 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4835197.500000 Penalty: 3160.602051
	Iteration 19Q: 3 clusters Score -4835198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4835294.500000 Penalty: 3160.602051
	Iteration 20F: 3 clusters Score -4835294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4835377.500000 Penalty: 3160.602051
	Iteration 21Q: 3 clusters Score -4835378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4835453.500000 Penalty: 3160.602051
	Iteration 22Q: 3 clusters Score -4835454 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4835499.500000 Penalty: 3160.602051
	Iteration 23Q: 3 clusters Score -4835500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4835521.000000 Penalty: 3160.602051
	Iteration 24Q: 3 clusters Score -4835521 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -4835556.000000 Penalty: 3160.602051
	Iteration 25Q: 3 clusters Score -4835556 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4835589.500000 Penalty: 3160.602051
	Iteration 26Q: 3 clusters Score -4835590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4835625.000000 Penalty: 3160.602051
	Iteration 27Q: 3 clusters Score -4835625 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -4835652.000000 Penalty: 3160.602051
	Iteration 28Q: 3 clusters Score -4835652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4835669.500000 Penalty: 3160.602051
	Iteration 29Q: 3 clusters Score -4835670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -4835673.500000 Penalty: 3160.602051
	Iteration 30Q: 3 clusters Score -4835674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4835677.500000 Penalty: 3160.602051
	Iteration 31Q: 3 clusters Score -4835678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4835684.000000 Penalty: 3160.602051
	Iteration 32Q: 3 clusters Score -4835684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4835691.000000 Penalty: 3160.602051
	Iteration 33Q: 3 clusters Score -4835691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4835689.000000 Penalty: 3160.602051
	Iteration 34Q: 3 clusters Score -4835689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -4835688.500000 Penalty: 3160.602051
	Iteration 35Q: 3 clusters Score -4835688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4835689.500000 Penalty: 3160.602051
	Iteration 36Q: 3 clusters Score -4835690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4835690.000000 Penalty: 3160.602051
	Iteration 37Q: 3 clusters Score -4835690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -4835692.000000 Penalty: 3160.602051
	Iteration 38Q: 3 clusters Score -4835692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4835696.000000 Penalty: 3160.602051
	Iteration 39Q: 3 clusters Score -4835696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4835696.500000 Penalty: 3160.602051
	Iteration 40F: 3 clusters Score -4835696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4835694.000000 Penalty: 3160.602051
	Iteration 41Q: 3 clusters Score -4835694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4835697.000000 Penalty: 3160.602051
	Iteration 42Q: 3 clusters Score -4835697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4835697.000000 Penalty: 3160.602051
	Iteration 43Q: 3 clusters Score -4835697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4835700.000000 Penalty: 3160.602051
	Iteration 44Q: 3 clusters Score -4835700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4835703.000000 Penalty: 3160.602051
	Iteration 45Q: 3 clusters Score -4835703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -4835698.500000 Penalty: 3160.602051
	Iteration 46Q: 3 clusters Score -4835698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4835693.500000 Penalty: 3160.602051
	Iteration 47Q: 3 clusters Score -4835694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4835693.500000 Penalty: 3160.602051
	Iteration 48Q: 3 clusters Score -4835694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4835694.000000 Penalty: 3160.602051
	Iteration 49Q: 3 clusters Score -4835694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4835691.500000 Penalty: 3160.602051
	Iteration 50Q: 3 clusters Score -4835692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4835689.500000 Penalty: 3160.602051
	Iteration 51Q: 3 clusters Score -4835690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -4835688.500000 Penalty: 3160.602051
	Iteration 52Q: 3 clusters Score -4835688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4835689.000000 Penalty: 3160.602051
	Iteration 53Q: 3 clusters Score -4835689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4835689.000000 Penalty: 3160.602051
	Iteration 54F: 3 clusters Score -4835689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Entering Unmasked Estep 
Score: -1257166.625000 Penalty: 1381.494995
	Iteration 0F: 2 clusters Score -1257167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1249867.875000 Penalty: 2762.989990
	Iteration 0F: 3 clusters Score -1249868 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1252250.500000 Penalty: 2762.989990
	Iteration 1F: 3 clusters Score -1252250 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1252532.000000 Penalty: 2762.989990
	Iteration 2F: 3 clusters Score -1252532 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1252747.750000 Penalty: 2762.989990
	Iteration 3F: 3 clusters Score -1252748 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1252898.125000 Penalty: 2762.989990
	Iteration 4Q: 3 clusters Score -1252898 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1253034.250000 Penalty: 2762.989990
	Iteration 5Q: 3 clusters Score -1253034 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1253142.625000 Penalty: 2762.989990
	Iteration 6Q: 3 clusters Score -1253143 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1253271.875000 Penalty: 2762.989990
	Iteration 7Q: 3 clusters Score -1253272 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1253414.500000 Penalty: 2762.989990
	Iteration 8Q: 3 clusters Score -1253414 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1253572.250000 Penalty: 2762.989990
	Iteration 9Q: 3 clusters Score -1253572 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1253767.000000 Penalty: 2762.989990
	Iteration 10Q: 3 clusters Score -1253767 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1254012.875000 Penalty: 2762.989990
	Iteration 11Q: 3 clusters Score -1254013 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1254282.625000 Penalty: 2762.989990
	Iteration 12Q: 3 clusters Score -1254283 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1254583.625000 Penalty: 2762.989990
	Iteration 13Q: 3 clusters Score -1254584 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1254894.500000 Penalty: 2762.989990
	Iteration 14Q: 3 clusters Score -1254894 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1255159.000000 Penalty: 2762.989990
	Iteration 15Q: 3 clusters Score -1255159 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1255370.875000 Penalty: 2762.989990
	Iteration 16Q: 3 clusters Score -1255371 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1255538.000000 Penalty: 2762.989990
	Iteration 17Q: 3 clusters Score -1255538 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1255685.375000 Penalty: 2762.989990
	Iteration 18Q: 3 clusters Score -1255685 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1255778.750000 Penalty: 2762.989990
	Iteration 19Q: 3 clusters Score -1255779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1255842.500000 Penalty: 2762.989990
	Iteration 20F: 3 clusters Score -1255842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1255889.375000 Penalty: 2762.989990
	Iteration 21Q: 3 clusters Score -1255889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1255927.500000 Penalty: 2762.989990
	Iteration 22Q: 3 clusters Score -1255928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1255953.125000 Penalty: 2762.989990
	Iteration 23Q: 3 clusters Score -1255953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1255977.000000 Penalty: 2762.989990
	Iteration 24Q: 3 clusters Score -1255977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1255997.750000 Penalty: 2762.989990
	Iteration 25Q: 3 clusters Score -1255998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1256012.500000 Penalty: 2762.989990
	Iteration 26Q: 3 clusters Score -1256012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1256027.875000 Penalty: 2762.989990
	Iteration 27Q: 3 clusters Score -1256028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1256039.250000 Penalty: 2762.989990
	Iteration 28Q: 3 clusters Score -1256039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1256046.875000 Penalty: 2762.989990
	Iteration 29Q: 3 clusters Score -1256047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1256051.625000 Penalty: 2762.989990
	Iteration 30Q: 3 clusters Score -1256052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1256055.000000 Penalty: 2762.989990
	Iteration 31Q: 3 clusters Score -1256055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1256059.625000 Penalty: 2762.989990
	Iteration 32Q: 3 clusters Score -1256060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1256060.750000 Penalty: 2762.989990
	Iteration 33Q: 3 clusters Score -1256061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1256062.625000 Penalty: 2762.989990
	Iteration 34Q: 3 clusters Score -1256063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1256060.875000 Penalty: 2762.989990
	Iteration 35Q: 3 clusters Score -1256061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1256062.000000 Penalty: 2762.989990
	Iteration 36Q: 3 clusters Score -1256062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1256063.750000 Penalty: 2762.989990
	Iteration 37Q: 3 clusters Score -1256064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1256063.500000 Penalty: 2762.989990
	Iteration 38Q: 3 clusters Score -1256064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1256064.750000 Penalty: 2762.989990
	Iteration 39Q: 3 clusters Score -1256065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1256065.000000 Penalty: 2762.989990
	Iteration 40F: 3 clusters Score -1256065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -1104958.625000 Penalty: 1371.802368
	Iteration 0F: 2 clusters Score -1104959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1098117.500000 Penalty: 2743.604736
	Iteration 0F: 3 clusters Score -1098118 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1100389.500000 Penalty: 2743.604736
	Iteration 1F: 3 clusters Score -1100390 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1100692.875000 Penalty: 2743.604736
	Iteration 2F: 3 clusters Score -1100693 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1100899.375000 Penalty: 2743.604736
	Iteration 3Q: 3 clusters Score -1100899 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1101049.875000 Penalty: 2743.604736
	Iteration 4Q: 3 clusters Score -1101050 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1101178.500000 Penalty: 2743.604736
	Iteration 5Q: 3 clusters Score -1101178 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1101290.500000 Penalty: 2743.604736
	Iteration 6Q: 3 clusters Score -1101290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1101406.625000 Penalty: 2743.604736
	Iteration 7Q: 3 clusters Score -1101407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1101510.125000 Penalty: 2743.604736
	Iteration 8Q: 3 clusters Score -1101510 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1101624.250000 Penalty: 2743.604736
	Iteration 9Q: 3 clusters Score -1101624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1101753.500000 Penalty: 2743.604736
	Iteration 10Q: 3 clusters Score -1101754 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1101880.125000 Penalty: 2743.604736
	Iteration 11Q: 3 clusters Score -1101880 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1102052.625000 Penalty: 2743.604736
	Iteration 12Q: 3 clusters Score -1102053 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1102255.625000 Penalty: 2743.604736
	Iteration 13Q: 3 clusters Score -1102256 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1102493.875000 Penalty: 2743.604736
	Iteration 14Q: 3 clusters Score -1102494 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1102707.000000 Penalty: 2743.604736
	Iteration 15Q: 3 clusters Score -1102707 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1102887.750000 Penalty: 2743.604736
	Iteration 16Q: 3 clusters Score -1102888 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1103021.750000 Penalty: 2743.604736
	Iteration 17Q: 3 clusters Score -1103022 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1103114.125000 Penalty: 2743.604736
	Iteration 18Q: 3 clusters Score -1103114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1103182.625000 Penalty: 2743.604736
	Iteration 19Q: 3 clusters Score -1103183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1103224.125000 Penalty: 2743.604736
	Iteration 20F: 3 clusters Score -1103224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1103252.125000 Penalty: 2743.604736
	Iteration 21Q: 3 clusters Score -1103252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1103275.125000 Penalty: 2743.604736
	Iteration 22Q: 3 clusters Score -1103275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1103296.500000 Penalty: 2743.604736
	Iteration 23Q: 3 clusters Score -1103296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1103313.125000 Penalty: 2743.604736
	Iteration 24Q: 3 clusters Score -1103313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1103324.625000 Penalty: 2743.604736
	Iteration 25Q: 3 clusters Score -1103325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1103329.500000 Penalty: 2743.604736
	Iteration 26Q: 3 clusters Score -1103330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1103338.500000 Penalty: 2743.604736
	Iteration 27Q: 3 clusters Score -1103338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1103343.250000 Penalty: 2743.604736
	Iteration 28Q: 3 clusters Score -1103343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1103350.875000 Penalty: 2743.604736
	Iteration 29Q: 3 clusters Score -1103351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1103357.500000 Penalty: 2743.604736
	Iteration 30Q: 3 clusters Score -1103358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1103366.625000 Penalty: 2743.604736
	Iteration 31Q: 3 clusters Score -1103367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1103375.500000 Penalty: 2743.604736
	Iteration 32Q: 3 clusters Score -1103376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1103377.625000 Penalty: 2743.604736
	Iteration 33Q: 3 clusters Score -1103378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1103384.875000 Penalty: 2743.604736
	Iteration 34Q: 3 clusters Score -1103385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1103386.375000 Penalty: 2743.604736
	Iteration 35Q: 3 clusters Score -1103386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1103387.750000 Penalty: 2743.604736
	Iteration 36Q: 3 clusters Score -1103388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1103389.875000 Penalty: 2743.604736
	Iteration 37Q: 3 clusters Score -1103390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1103391.750000 Penalty: 2743.604736
	Iteration 38Q: 3 clusters Score -1103392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1103391.125000 Penalty: 2743.604736
	Iteration 39Q: 3 clusters Score -1103391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1103390.125000 Penalty: 2743.604736
	Iteration 40F: 3 clusters Score -1103390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1103390.250000 Penalty: 2743.604736
	Iteration 41Q: 3 clusters Score -1103390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1103389.750000 Penalty: 2743.604736
	Iteration 42Q: 3 clusters Score -1103390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1103390.000000 Penalty: 2743.604736
	Iteration 43Q: 3 clusters Score -1103390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1103389.000000 Penalty: 2743.604736
	Iteration 44Q: 3 clusters Score -1103389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1103389.750000 Penalty: 2743.604736
	Iteration 45Q: 3 clusters Score -1103390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1103388.875000 Penalty: 2743.604736
	Iteration 46Q: 3 clusters Score -1103389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1103391.000000 Penalty: 2743.604736
	Iteration 47Q: 3 clusters Score -1103391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1103389.500000 Penalty: 2743.604736
	Iteration 48Q: 3 clusters Score -1103390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1103390.625000 Penalty: 2743.604736
	Iteration 49Q: 3 clusters Score -1103391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1103392.125000 Penalty: 2743.604736
	Iteration 50Q: 3 clusters Score -1103392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1103391.750000 Penalty: 2743.604736
	Iteration 51Q: 3 clusters Score -1103392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1103391.750000 Penalty: 2743.604736
	Iteration 52F: 3 clusters Score -1103392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -71625.601562 Penalty: 1005.777222
	Iteration 0F: 2 clusters Score -71625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70542.679688 Penalty: 2011.554443
	Iteration 0F: 3 clusters Score -70542.68 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70875.703125 Penalty: 2011.554443
	Iteration 1F: 3 clusters Score -70875.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -71154.757812 Penalty: 2011.554443
	Iteration 2F: 3 clusters Score -71154.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71461.210938 Penalty: 2011.554443
	Iteration 3F: 3 clusters Score -71461.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -71893.039062 Penalty: 2011.554443
	Iteration 4F: 3 clusters Score -71893.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -72376.960938 Penalty: 2011.554443
	Iteration 5F: 3 clusters Score -72376.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -72602.414062 Penalty: 2011.554443
	Iteration 6Q: 3 clusters Score -72602.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -72674.640625 Penalty: 2011.554443
	Iteration 7Q: 3 clusters Score -72674.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -72684.203125 Penalty: 2011.554443
	Iteration 8Q: 3 clusters Score -72684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -72691.937500 Penalty: 2011.554443
	Iteration 9Q: 3 clusters Score -72691.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72694.078125 Penalty: 2011.554443
	Iteration 10Q: 3 clusters Score -72694.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -72696.429688 Penalty: 2011.554443
	Iteration 11Q: 3 clusters Score -72696.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72697.390625 Penalty: 2011.554443
	Iteration 12Q: 3 clusters Score -72697.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72697.390625 Penalty: 2011.554443
	Iteration 13F: 3 clusters Score -72697.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 304 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 18890 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 1333 members 
Mstep: Class 57 contains 581 members 
Mstep: Class 58 contains 558 members 
Entering Unmasked Estep 
Score: -111141744.000000 Penalty: 119266.046875
Splitting cluster 37 changes total score from -111096752.000000 to -111141744.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 38 (98535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Entering Unmasked Estep 
Score: -11393796.000000 Penalty: 1710.927246
	Iteration 0F: 2 clusters Score -1.13938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -11331723.000000 Penalty: 3421.854492
	Iteration 0F: 3 clusters Score -1.133172e+07 nChanged 46759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -11358709.000000 Penalty: 3421.854492
	Iteration 1F: 3 clusters Score -1.135871e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -11360056.000000 Penalty: 3421.854492
	Iteration 2Q: 3 clusters Score -1.136006e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -11361737.000000 Penalty: 3421.854492
	Iteration 3Q: 3 clusters Score -1.136174e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -11364174.000000 Penalty: 3421.854492
	Iteration 4F: 3 clusters Score -1.136417e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -11367945.000000 Penalty: 3421.854492
	Iteration 5F: 3 clusters Score -1.136794e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -11373082.000000 Penalty: 3421.854492
	Iteration 6F: 3 clusters Score -1.137308e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -11379297.000000 Penalty: 3421.854492
	Iteration 7F: 3 clusters Score -1.13793e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -11384879.000000 Penalty: 3421.854492
	Iteration 8F: 3 clusters Score -1.138488e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -11388688.000000 Penalty: 3421.854492
	Iteration 9Q: 3 clusters Score -1.138869e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -11390890.000000 Penalty: 3421.854492
	Iteration 10Q: 3 clusters Score -1.139089e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -11391838.000000 Penalty: 3421.854492
	Iteration 11Q: 3 clusters Score -1.139184e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -11392372.000000 Penalty: 3421.854492
	Iteration 12Q: 3 clusters Score -1.139237e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -11392581.000000 Penalty: 3421.854492
	Iteration 13Q: 3 clusters Score -1.139258e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -11392741.000000 Penalty: 3421.854492
	Iteration 14Q: 3 clusters Score -1.139274e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -11392889.000000 Penalty: 3421.854492
	Iteration 15Q: 3 clusters Score -1.139289e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -11392976.000000 Penalty: 3421.854492
	Iteration 16Q: 3 clusters Score -1.139298e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -11393058.000000 Penalty: 3421.854492
	Iteration 17Q: 3 clusters Score -1.139306e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -11393105.000000 Penalty: 3421.854492
	Iteration 18Q: 3 clusters Score -1.13931e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -11393157.000000 Penalty: 3421.854492
	Iteration 19Q: 3 clusters Score -1.139316e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -11393198.000000 Penalty: 3421.854492
	Iteration 20F: 3 clusters Score -1.13932e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -11393222.000000 Penalty: 3421.854492
	Iteration 21Q: 3 clusters Score -1.139322e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -11393247.000000 Penalty: 3421.854492
	Iteration 22Q: 3 clusters Score -1.139325e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -11393286.000000 Penalty: 3421.854492
	Iteration 23Q: 3 clusters Score -1.139329e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -11393275.000000 Penalty: 3421.854492
	Iteration 24Q: 3 clusters Score -1.139328e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -11393317.000000 Penalty: 3421.854492
	Iteration 25Q: 3 clusters Score -1.139332e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -11393314.000000 Penalty: 3421.854492
	Iteration 26Q: 3 clusters Score -1.139331e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -11393315.000000 Penalty: 3421.854492
	Iteration 27Q: 3 clusters Score -1.139332e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -11393308.000000 Penalty: 3421.854492
	Iteration 28Q: 3 clusters Score -1.139331e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -11393335.000000 Penalty: 3421.854492
	Iteration 29Q: 3 clusters Score -1.139334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -11393309.000000 Penalty: 3421.854492
	Iteration 30Q: 3 clusters Score -1.139331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -11393331.000000 Penalty: 3421.854492
	Iteration 31Q: 3 clusters Score -1.139333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -11393325.000000 Penalty: 3421.854492
	Iteration 32Q: 3 clusters Score -1.139332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -11393327.000000 Penalty: 3421.854492
	Iteration 33Q: 3 clusters Score -1.139333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -11393334.000000 Penalty: 3421.854492
	Iteration 34Q: 3 clusters Score -1.139333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -11393340.000000 Penalty: 3421.854492
	Iteration 35Q: 3 clusters Score -1.139334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -11393356.000000 Penalty: 3421.854492
	Iteration 36Q: 3 clusters Score -1.139336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -11393337.000000 Penalty: 3421.854492
	Iteration 37Q: 3 clusters Score -1.139334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -11393333.000000 Penalty: 3421.854492
	Iteration 38Q: 3 clusters Score -1.139333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -11393339.000000 Penalty: 3421.854492
	Iteration 39Q: 3 clusters Score -1.139334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -11393344.000000 Penalty: 3421.854492
	Iteration 40F: 3 clusters Score -1.139334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -11393352.000000 Penalty: 3421.854492
	Iteration 41Q: 3 clusters Score -1.139335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -11393340.000000 Penalty: 3421.854492
	Iteration 42Q: 3 clusters Score -1.139334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -11393341.000000 Penalty: 3421.854492
	Iteration 43Q: 3 clusters Score -1.139334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -11393333.000000 Penalty: 3421.854492
	Iteration 44Q: 3 clusters Score -1.139333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -11393332.000000 Penalty: 3421.854492
	Iteration 45Q: 3 clusters Score -1.139333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -11393330.000000 Penalty: 3421.854492
	Iteration 46Q: 3 clusters Score -1.139333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -11393334.000000 Penalty: 3421.854492
	Iteration 47Q: 3 clusters Score -1.139333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -11393335.000000 Penalty: 3421.854492
	Iteration 48Q: 3 clusters Score -1.139334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -11393344.000000 Penalty: 3421.854492
	Iteration 49Q: 3 clusters Score -1.139334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -11393342.000000 Penalty: 3421.854492
	Iteration 50Q: 3 clusters Score -1.139334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -11393337.000000 Penalty: 3421.854492
	Iteration 51Q: 3 clusters Score -1.139334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -11393343.000000 Penalty: 3421.854492
	Iteration 52Q: 3 clusters Score -1.139334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -11393329.000000 Penalty: 3421.854492
	Iteration 53Q: 3 clusters Score -1.139333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -11393331.000000 Penalty: 3421.854492
	Iteration 54Q: 3 clusters Score -1.139333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -11393327.000000 Penalty: 3421.854492
	Iteration 55Q: 3 clusters Score -1.139333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -11393332.000000 Penalty: 3421.854492
	Iteration 56Q: 3 clusters Score -1.139333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -11393322.000000 Penalty: 3421.854492
	Iteration 57Q: 3 clusters Score -1.139332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -11393329.000000 Penalty: 3421.854492
	Iteration 58Q: 3 clusters Score -1.139333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -11393333.000000 Penalty: 3421.854492
	Iteration 59Q: 3 clusters Score -1.139333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -11393325.000000 Penalty: 3421.854492
	Iteration 60F: 3 clusters Score -1.139332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -11393305.000000 Penalty: 3421.854492
	Iteration 61Q: 3 clusters Score -1.13933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -11393300.000000 Penalty: 3421.854492
	Iteration 62Q: 3 clusters Score -1.13933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -11393299.000000 Penalty: 3421.854492
	Iteration 63Q: 3 clusters Score -1.13933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -11393311.000000 Penalty: 3421.854492
	Iteration 64Q: 3 clusters Score -1.139331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -11393308.000000 Penalty: 3421.854492
	Iteration 65Q: 3 clusters Score -1.139331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -11393312.000000 Penalty: 3421.854492
	Iteration 66Q: 3 clusters Score -1.139331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -11393310.000000 Penalty: 3421.854492
	Iteration 67Q: 3 clusters Score -1.139331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -11393310.000000 Penalty: 3421.854492
	Iteration 68F: 3 clusters Score -1.139331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Entering Unmasked Estep 
Score: -1205463.500000 Penalty: 1381.812622
	Iteration 0F: 2 clusters Score -1205464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1198213.625000 Penalty: 2763.625244
	Iteration 0F: 3 clusters Score -1198214 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1200631.625000 Penalty: 2763.625244
	Iteration 1F: 3 clusters Score -1200632 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1200998.625000 Penalty: 2763.625244
	Iteration 2F: 3 clusters Score -1200999 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1201284.625000 Penalty: 2763.625244
	Iteration 3F: 3 clusters Score -1201285 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1201517.875000 Penalty: 2763.625244
	Iteration 4Q: 3 clusters Score -1201518 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1201742.125000 Penalty: 2763.625244
	Iteration 5Q: 3 clusters Score -1201742 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1202004.750000 Penalty: 2763.625244
	Iteration 6Q: 3 clusters Score -1202005 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1202310.625000 Penalty: 2763.625244
	Iteration 7Q: 3 clusters Score -1202311 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1202637.375000 Penalty: 2763.625244
	Iteration 8Q: 3 clusters Score -1202637 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1203028.625000 Penalty: 2763.625244
	Iteration 9Q: 3 clusters Score -1203029 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1203395.875000 Penalty: 2763.625244
	Iteration 10Q: 3 clusters Score -1203396 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1203681.625000 Penalty: 2763.625244
	Iteration 11Q: 3 clusters Score -1203682 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1203891.375000 Penalty: 2763.625244
	Iteration 12Q: 3 clusters Score -1203891 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1204069.375000 Penalty: 2763.625244
	Iteration 13Q: 3 clusters Score -1204069 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1204198.750000 Penalty: 2763.625244
	Iteration 14Q: 3 clusters Score -1204199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1204274.000000 Penalty: 2763.625244
	Iteration 15Q: 3 clusters Score -1204274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1204333.875000 Penalty: 2763.625244
	Iteration 16Q: 3 clusters Score -1204334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1204374.375000 Penalty: 2763.625244
	Iteration 17Q: 3 clusters Score -1204374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1204400.625000 Penalty: 2763.625244
	Iteration 18Q: 3 clusters Score -1204401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1204416.750000 Penalty: 2763.625244
	Iteration 19Q: 3 clusters Score -1204417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1204434.625000 Penalty: 2763.625244
	Iteration 20F: 3 clusters Score -1204435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1204447.750000 Penalty: 2763.625244
	Iteration 21Q: 3 clusters Score -1204448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1204454.500000 Penalty: 2763.625244
	Iteration 22Q: 3 clusters Score -1204454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1204465.250000 Penalty: 2763.625244
	Iteration 23Q: 3 clusters Score -1204465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1204468.750000 Penalty: 2763.625244
	Iteration 24Q: 3 clusters Score -1204469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1204471.500000 Penalty: 2763.625244
	Iteration 25Q: 3 clusters Score -1204472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1204472.250000 Penalty: 2763.625244
	Iteration 26Q: 3 clusters Score -1204472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1204472.250000 Penalty: 2763.625244
	Iteration 27F: 3 clusters Score -1204472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -426948.875000 Penalty: 1231.943481
	Iteration 0F: 2 clusters Score -426948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -423916.218750 Penalty: 2463.886963
	Iteration 0F: 3 clusters Score -423916.2 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -424699.500000 Penalty: 2463.886963
	Iteration 1F: 3 clusters Score -424699.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -424880.875000 Penalty: 2463.886963
	Iteration 2F: 3 clusters Score -424880.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -425004.093750 Penalty: 2463.886963
	Iteration 3F: 3 clusters Score -425004.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -425081.937500 Penalty: 2463.886963
	Iteration 4Q: 3 clusters Score -425081.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -425134.250000 Penalty: 2463.886963
	Iteration 5Q: 3 clusters Score -425134.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -425174.468750 Penalty: 2463.886963
	Iteration 6Q: 3 clusters Score -425174.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -425199.281250 Penalty: 2463.886963
	Iteration 7Q: 3 clusters Score -425199.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -425214.187500 Penalty: 2463.886963
	Iteration 8Q: 3 clusters Score -425214.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -425228.187500 Penalty: 2463.886963
	Iteration 9Q: 3 clusters Score -425228.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -425242.812500 Penalty: 2463.886963
	Iteration 10Q: 3 clusters Score -425242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425254.656250 Penalty: 2463.886963
	Iteration 11Q: 3 clusters Score -425254.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -425263.468750 Penalty: 2463.886963
	Iteration 12Q: 3 clusters Score -425263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -425269.781250 Penalty: 2463.886963
	Iteration 13Q: 3 clusters Score -425269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -425275.437500 Penalty: 2463.886963
	Iteration 14Q: 3 clusters Score -425275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -425282.937500 Penalty: 2463.886963
	Iteration 15Q: 3 clusters Score -425282.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -425290.187500 Penalty: 2463.886963
	Iteration 16Q: 3 clusters Score -425290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -425297.968750 Penalty: 2463.886963
	Iteration 17Q: 3 clusters Score -425298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -425309.281250 Penalty: 2463.886963
	Iteration 18Q: 3 clusters Score -425309.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -425316.031250 Penalty: 2463.886963
	Iteration 19Q: 3 clusters Score -425316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -425325.406250 Penalty: 2463.886963
	Iteration 20F: 3 clusters Score -425325.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -425331.468750 Penalty: 2463.886963
	Iteration 21Q: 3 clusters Score -425331.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -425343.687500 Penalty: 2463.886963
	Iteration 22Q: 3 clusters Score -425343.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -425354.000000 Penalty: 2463.886963
	Iteration 23Q: 3 clusters Score -425354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425365.093750 Penalty: 2463.886963
	Iteration 24Q: 3 clusters Score -425365.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -425380.843750 Penalty: 2463.886963
	Iteration 25Q: 3 clusters Score -425380.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -425401.593750 Penalty: 2463.886963
	Iteration 26Q: 3 clusters Score -425401.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -425424.843750 Penalty: 2463.886963
	Iteration 27Q: 3 clusters Score -425424.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -425444.468750 Penalty: 2463.886963
	Iteration 28Q: 3 clusters Score -425444.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -425458.968750 Penalty: 2463.886963
	Iteration 29Q: 3 clusters Score -425459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -425475.468750 Penalty: 2463.886963
	Iteration 30Q: 3 clusters Score -425475.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -425491.375000 Penalty: 2463.886963
	Iteration 31Q: 3 clusters Score -425491.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -425502.875000 Penalty: 2463.886963
	Iteration 32Q: 3 clusters Score -425502.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -425515.562500 Penalty: 2463.886963
	Iteration 33Q: 3 clusters Score -425515.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -425535.562500 Penalty: 2463.886963
	Iteration 34Q: 3 clusters Score -425535.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -425552.406250 Penalty: 2463.886963
	Iteration 35Q: 3 clusters Score -425552.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -425575.812500 Penalty: 2463.886963
	Iteration 36Q: 3 clusters Score -425575.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -425593.812500 Penalty: 2463.886963
	Iteration 37Q: 3 clusters Score -425593.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -425609.468750 Penalty: 2463.886963
	Iteration 38Q: 3 clusters Score -425609.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -425622.531250 Penalty: 2463.886963
	Iteration 39Q: 3 clusters Score -425622.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -425633.468750 Penalty: 2463.886963
	Iteration 40F: 3 clusters Score -425633.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -425644.718750 Penalty: 2463.886963
	Iteration 41Q: 3 clusters Score -425644.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -425659.656250 Penalty: 2463.886963
	Iteration 42Q: 3 clusters Score -425659.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -425673.812500 Penalty: 2463.886963
	Iteration 43Q: 3 clusters Score -425673.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -425683.156250 Penalty: 2463.886963
	Iteration 44Q: 3 clusters Score -425683.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -425692.843750 Penalty: 2463.886963
	Iteration 45Q: 3 clusters Score -425692.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -425699.875000 Penalty: 2463.886963
	Iteration 46Q: 3 clusters Score -425699.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -425703.937500 Penalty: 2463.886963
	Iteration 47Q: 3 clusters Score -425703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -425709.218750 Penalty: 2463.886963
	Iteration 48Q: 3 clusters Score -425709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -425714.468750 Penalty: 2463.886963
	Iteration 49Q: 3 clusters Score -425714.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -425722.812500 Penalty: 2463.886963
	Iteration 50Q: 3 clusters Score -425722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -425729.812500 Penalty: 2463.886963
	Iteration 51Q: 3 clusters Score -425729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -425735.031250 Penalty: 2463.886963
	Iteration 52Q: 3 clusters Score -425735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -425739.625000 Penalty: 2463.886963
	Iteration 53Q: 3 clusters Score -425739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -425743.312500 Penalty: 2463.886963
	Iteration 54Q: 3 clusters Score -425743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -425747.593750 Penalty: 2463.886963
	Iteration 55Q: 3 clusters Score -425747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -425751.031250 Penalty: 2463.886963
	Iteration 56Q: 3 clusters Score -425751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -425756.656250 Penalty: 2463.886963
	Iteration 57Q: 3 clusters Score -425756.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -425762.468750 Penalty: 2463.886963
	Iteration 58Q: 3 clusters Score -425762.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -425770.250000 Penalty: 2463.886963
	Iteration 59Q: 3 clusters Score -425770.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -425778.750000 Penalty: 2463.886963
	Iteration 60F: 3 clusters Score -425778.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -425785.250000 Penalty: 2463.886963
	Iteration 61Q: 3 clusters Score -425785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -425793.593750 Penalty: 2463.886963
	Iteration 62Q: 3 clusters Score -425793.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -425801.593750 Penalty: 2463.886963
	Iteration 63Q: 3 clusters Score -425801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -425811.593750 Penalty: 2463.886963
	Iteration 64Q: 3 clusters Score -425811.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -425817.531250 Penalty: 2463.886963
	Iteration 65Q: 3 clusters Score -425817.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -425823.343750 Penalty: 2463.886963
	Iteration 66Q: 3 clusters Score -425823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -425829.218750 Penalty: 2463.886963
	Iteration 67Q: 3 clusters Score -425829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -425835.343750 Penalty: 2463.886963
	Iteration 68Q: 3 clusters Score -425835.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -425841.093750 Penalty: 2463.886963
	Iteration 69Q: 3 clusters Score -425841.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -425848.000000 Penalty: 2463.886963
	Iteration 70Q: 3 clusters Score -425848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -425857.687500 Penalty: 2463.886963
	Iteration 71Q: 3 clusters Score -425857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -425861.156250 Penalty: 2463.886963
	Iteration 72Q: 3 clusters Score -425861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -425865.718750 Penalty: 2463.886963
	Iteration 73Q: 3 clusters Score -425865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -425870.125000 Penalty: 2463.886963
	Iteration 74Q: 3 clusters Score -425870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -425872.906250 Penalty: 2463.886963
	Iteration 75Q: 3 clusters Score -425872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -425874.531250 Penalty: 2463.886963
	Iteration 76Q: 3 clusters Score -425874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -425877.000000 Penalty: 2463.886963
	Iteration 77Q: 3 clusters Score -425877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -425878.968750 Penalty: 2463.886963
	Iteration 78Q: 3 clusters Score -425879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -425880.781250 Penalty: 2463.886963
	Iteration 79Q: 3 clusters Score -425880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -425883.250000 Penalty: 2463.886963
	Iteration 80F: 3 clusters Score -425883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Entering Unmasked Estep 
Score: -2163925.750000 Penalty: 1465.142578
	Iteration 0F: 2 clusters Score -2163926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2151542.000000 Penalty: 2930.285156
	Iteration 0F: 3 clusters Score -2151542 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2156042.500000 Penalty: 2930.285156
	Iteration 1F: 3 clusters Score -2156042 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2156697.000000 Penalty: 2930.285156
	Iteration 2F: 3 clusters Score -2156697 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2157610.000000 Penalty: 2930.285156
	Iteration 3F: 3 clusters Score -2157610 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2158978.750000 Penalty: 2930.285156
	Iteration 4F: 3 clusters Score -2158979 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2160881.500000 Penalty: 2930.285156
	Iteration 5F: 3 clusters Score -2160882 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2163127.750000 Penalty: 2930.285156
	Iteration 6F: 3 clusters Score -2163128 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2164640.250000 Penalty: 2930.285156
	Iteration 7F: 3 clusters Score -2164640 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2165306.500000 Penalty: 2930.285156
	Iteration 8Q: 3 clusters Score -2165306 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2165584.250000 Penalty: 2930.285156
	Iteration 9Q: 3 clusters Score -2165584 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2165701.000000 Penalty: 2930.285156
	Iteration 10Q: 3 clusters Score -2165701 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2165772.000000 Penalty: 2930.285156
	Iteration 11Q: 3 clusters Score -2165772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2165812.250000 Penalty: 2930.285156
	Iteration 12Q: 3 clusters Score -2165812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2165841.250000 Penalty: 2930.285156
	Iteration 13Q: 3 clusters Score -2165841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2165856.250000 Penalty: 2930.285156
	Iteration 14Q: 3 clusters Score -2165856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2165877.750000 Penalty: 2930.285156
	Iteration 15Q: 3 clusters Score -2165878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2165884.250000 Penalty: 2930.285156
	Iteration 16Q: 3 clusters Score -2165884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2165892.750000 Penalty: 2930.285156
	Iteration 17Q: 3 clusters Score -2165893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2165902.500000 Penalty: 2930.285156
	Iteration 18Q: 3 clusters Score -2165902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2165913.750000 Penalty: 2930.285156
	Iteration 19Q: 3 clusters Score -2165914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2165916.250000 Penalty: 2930.285156
	Iteration 20F: 3 clusters Score -2165916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2165923.750000 Penalty: 2930.285156
	Iteration 21Q: 3 clusters Score -2165924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2165921.750000 Penalty: 2930.285156
	Iteration 22Q: 3 clusters Score -2165922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2165926.500000 Penalty: 2930.285156
	Iteration 23Q: 3 clusters Score -2165926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2165932.500000 Penalty: 2930.285156
	Iteration 24Q: 3 clusters Score -2165932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2165925.000000 Penalty: 2930.285156
	Iteration 25Q: 3 clusters Score -2165925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2165929.750000 Penalty: 2930.285156
	Iteration 26Q: 3 clusters Score -2165930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2165929.750000 Penalty: 2930.285156
	Iteration 27Q: 3 clusters Score -2165930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2165926.250000 Penalty: 2930.285156
	Iteration 28Q: 3 clusters Score -2165926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2165929.500000 Penalty: 2930.285156
	Iteration 29Q: 3 clusters Score -2165930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2165928.250000 Penalty: 2930.285156
	Iteration 30Q: 3 clusters Score -2165928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2165927.250000 Penalty: 2930.285156
	Iteration 31Q: 3 clusters Score -2165927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2165927.250000 Penalty: 2930.285156
	Iteration 32F: 3 clusters Score -2165927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 304 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 8972 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 669 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 1333 members 
Mstep: Class 57 contains 581 members 
Mstep: Class 58 contains 558 members 
Mstep: Class 59 contains 9918 members 
Entering Unmasked Estep 
Score: -111142936.000000 Penalty: 121322.359375
Splitting cluster 41 changes total score from -111096752.000000 to -111142936.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 42 (6069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Entering Unmasked Estep 
Score: -605834.125000 Penalty: 1296.189209
	Iteration 0F: 2 clusters Score -605834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -601566.937500 Penalty: 2592.378418
	Iteration 0F: 3 clusters Score -601566.9 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -603035.125000 Penalty: 2592.378418
	Iteration 1F: 3 clusters Score -603035.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -603508.437500 Penalty: 2592.378418
	Iteration 2F: 3 clusters Score -603508.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -603986.875000 Penalty: 2592.378418
	Iteration 3F: 3 clusters Score -603986.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -604379.250000 Penalty: 2592.378418
	Iteration 4F: 3 clusters Score -604379.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -604703.250000 Penalty: 2592.378418
	Iteration 5F: 3 clusters Score -604703.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -604923.375000 Penalty: 2592.378418
	Iteration 6Q: 3 clusters Score -604923.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -605066.125000 Penalty: 2592.378418
	Iteration 7Q: 3 clusters Score -605066.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -605152.687500 Penalty: 2592.378418
	Iteration 8Q: 3 clusters Score -605152.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -605213.625000 Penalty: 2592.378418
	Iteration 9Q: 3 clusters Score -605213.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -605263.625000 Penalty: 2592.378418
	Iteration 10Q: 3 clusters Score -605263.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -605292.062500 Penalty: 2592.378418
	Iteration 11Q: 3 clusters Score -605292.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -605314.812500 Penalty: 2592.378418
	Iteration 12Q: 3 clusters Score -605314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -605334.250000 Penalty: 2592.378418
	Iteration 13Q: 3 clusters Score -605334.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -605345.875000 Penalty: 2592.378418
	Iteration 14Q: 3 clusters Score -605345.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -605359.625000 Penalty: 2592.378418
	Iteration 15Q: 3 clusters Score -605359.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -605368.437500 Penalty: 2592.378418
	Iteration 16Q: 3 clusters Score -605368.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -605380.437500 Penalty: 2592.378418
	Iteration 17Q: 3 clusters Score -605380.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -605394.375000 Penalty: 2592.378418
	Iteration 18Q: 3 clusters Score -605394.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -605401.437500 Penalty: 2592.378418
	Iteration 19Q: 3 clusters Score -605401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -605406.750000 Penalty: 2592.378418
	Iteration 20F: 3 clusters Score -605406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -605411.812500 Penalty: 2592.378418
	Iteration 21Q: 3 clusters Score -605411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -605415.000000 Penalty: 2592.378418
	Iteration 22Q: 3 clusters Score -605415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -605414.562500 Penalty: 2592.378418
	Iteration 23Q: 3 clusters Score -605414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -605418.437500 Penalty: 2592.378418
	Iteration 24Q: 3 clusters Score -605418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -605422.500000 Penalty: 2592.378418
	Iteration 25Q: 3 clusters Score -605422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -605424.125000 Penalty: 2592.378418
	Iteration 26Q: 3 clusters Score -605424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -605430.500000 Penalty: 2592.378418
	Iteration 27Q: 3 clusters Score -605430.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -605434.625000 Penalty: 2592.378418
	Iteration 28Q: 3 clusters Score -605434.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -605441.187500 Penalty: 2592.378418
	Iteration 29Q: 3 clusters Score -605441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -605445.375000 Penalty: 2592.378418
	Iteration 30Q: 3 clusters Score -605445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -605449.625000 Penalty: 2592.378418
	Iteration 31Q: 3 clusters Score -605449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -605452.000000 Penalty: 2592.378418
	Iteration 32Q: 3 clusters Score -605452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -605454.687500 Penalty: 2592.378418
	Iteration 33Q: 3 clusters Score -605454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -605456.312500 Penalty: 2592.378418
	Iteration 34Q: 3 clusters Score -605456.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -605460.375000 Penalty: 2592.378418
	Iteration 35Q: 3 clusters Score -605460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -605462.312500 Penalty: 2592.378418
	Iteration 36Q: 3 clusters Score -605462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -605464.500000 Penalty: 2592.378418
	Iteration 37Q: 3 clusters Score -605464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -605467.250000 Penalty: 2592.378418
	Iteration 38Q: 3 clusters Score -605467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -605469.000000 Penalty: 2592.378418
	Iteration 39Q: 3 clusters Score -605469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -605477.062500 Penalty: 2592.378418
	Iteration 40F: 3 clusters Score -605477.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -605483.625000 Penalty: 2592.378418
	Iteration 41Q: 3 clusters Score -605483.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -605491.687500 Penalty: 2592.378418
	Iteration 42Q: 3 clusters Score -605491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -605495.437500 Penalty: 2592.378418
	Iteration 43Q: 3 clusters Score -605495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -605499.187500 Penalty: 2592.378418
	Iteration 44Q: 3 clusters Score -605499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -605503.562500 Penalty: 2592.378418
	Iteration 45Q: 3 clusters Score -605503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -605504.375000 Penalty: 2592.378418
	Iteration 46Q: 3 clusters Score -605504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -605503.687500 Penalty: 2592.378418
	Iteration 47Q: 3 clusters Score -605503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -605503.687500 Penalty: 2592.378418
	Iteration 48F: 3 clusters Score -605503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -311505.437500 Penalty: 1180.442261
	Iteration 0F: 2 clusters Score -311505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -309171.906250 Penalty: 2360.884521
	Iteration 0F: 3 clusters Score -309171.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -309775.000000 Penalty: 2360.884521
	Iteration 1F: 3 clusters Score -309775 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -309942.656250 Penalty: 2360.884521
	Iteration 2F: 3 clusters Score -309942.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -310028.406250 Penalty: 2360.884521
	Iteration 3Q: 3 clusters Score -310028.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -310081.312500 Penalty: 2360.884521
	Iteration 4Q: 3 clusters Score -310081.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -310123.187500 Penalty: 2360.884521
	Iteration 5Q: 3 clusters Score -310123.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310152.656250 Penalty: 2360.884521
	Iteration 6Q: 3 clusters Score -310152.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310170.656250 Penalty: 2360.884521
	Iteration 7Q: 3 clusters Score -310170.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310184.406250 Penalty: 2360.884521
	Iteration 8Q: 3 clusters Score -310184.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310197.531250 Penalty: 2360.884521
	Iteration 9Q: 3 clusters Score -310197.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -310206.656250 Penalty: 2360.884521
	Iteration 10Q: 3 clusters Score -310206.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310214.625000 Penalty: 2360.884521
	Iteration 11Q: 3 clusters Score -310214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -310219.187500 Penalty: 2360.884521
	Iteration 12Q: 3 clusters Score -310219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -310221.156250 Penalty: 2360.884521
	Iteration 13Q: 3 clusters Score -310221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -310222.781250 Penalty: 2360.884521
	Iteration 14Q: 3 clusters Score -310222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -310224.406250 Penalty: 2360.884521
	Iteration 15Q: 3 clusters Score -310224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -310224.906250 Penalty: 2360.884521
	Iteration 16Q: 3 clusters Score -310224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310226.468750 Penalty: 2360.884521
	Iteration 17Q: 3 clusters Score -310226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -310226.375000 Penalty: 2360.884521
	Iteration 18Q: 3 clusters Score -310226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -310226.281250 Penalty: 2360.884521
	Iteration 19Q: 3 clusters Score -310226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310226.781250 Penalty: 2360.884521
	Iteration 20F: 3 clusters Score -310226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Entering Unmasked Estep 
Score: -2190031.000000 Penalty: 1466.982178
	Iteration 0F: 2 clusters Score -2190031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2177443.000000 Penalty: 2933.964355
	Iteration 0F: 3 clusters Score -2177443 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2182002.500000 Penalty: 2933.964355
	Iteration 1F: 3 clusters Score -2182002 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2182381.000000 Penalty: 2933.964355
	Iteration 2F: 3 clusters Score -2182381 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2182671.500000 Penalty: 2933.964355
	Iteration 3Q: 3 clusters Score -2182672 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2182895.000000 Penalty: 2933.964355
	Iteration 4Q: 3 clusters Score -2182895 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2183074.250000 Penalty: 2933.964355
	Iteration 5Q: 3 clusters Score -2183074 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2183295.500000 Penalty: 2933.964355
	Iteration 6Q: 3 clusters Score -2183296 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2183535.250000 Penalty: 2933.964355
	Iteration 7Q: 3 clusters Score -2183535 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2183789.250000 Penalty: 2933.964355
	Iteration 8Q: 3 clusters Score -2183789 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2184093.750000 Penalty: 2933.964355
	Iteration 9Q: 3 clusters Score -2184094 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2184429.500000 Penalty: 2933.964355
	Iteration 10Q: 3 clusters Score -2184430 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2184769.500000 Penalty: 2933.964355
	Iteration 11Q: 3 clusters Score -2184770 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2185127.000000 Penalty: 2933.964355
	Iteration 12Q: 3 clusters Score -2185127 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2185528.750000 Penalty: 2933.964355
	Iteration 13Q: 3 clusters Score -2185529 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2185943.500000 Penalty: 2933.964355
	Iteration 14Q: 3 clusters Score -2185944 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2186286.000000 Penalty: 2933.964355
	Iteration 15Q: 3 clusters Score -2186286 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2186550.750000 Penalty: 2933.964355
	Iteration 16Q: 3 clusters Score -2186551 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2186722.500000 Penalty: 2933.964355
	Iteration 17Q: 3 clusters Score -2186722 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2186862.750000 Penalty: 2933.964355
	Iteration 18Q: 3 clusters Score -2186863 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2186973.250000 Penalty: 2933.964355
	Iteration 19Q: 3 clusters Score -2186973 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2187052.250000 Penalty: 2933.964355
	Iteration 20F: 3 clusters Score -2187052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2187142.750000 Penalty: 2933.964355
	Iteration 21Q: 3 clusters Score -2187143 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2187215.750000 Penalty: 2933.964355
	Iteration 22Q: 3 clusters Score -2187216 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2187265.750000 Penalty: 2933.964355
	Iteration 23Q: 3 clusters Score -2187266 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2187341.000000 Penalty: 2933.964355
	Iteration 24Q: 3 clusters Score -2187341 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2187425.500000 Penalty: 2933.964355
	Iteration 25Q: 3 clusters Score -2187426 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2187519.750000 Penalty: 2933.964355
	Iteration 26Q: 3 clusters Score -2187520 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2187599.250000 Penalty: 2933.964355
	Iteration 27Q: 3 clusters Score -2187599 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2187686.500000 Penalty: 2933.964355
	Iteration 28Q: 3 clusters Score -2187686 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2187774.000000 Penalty: 2933.964355
	Iteration 29Q: 3 clusters Score -2187774 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2187871.000000 Penalty: 2933.964355
	Iteration 30Q: 3 clusters Score -2187871 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2187970.500000 Penalty: 2933.964355
	Iteration 31Q: 3 clusters Score -2187970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2188048.250000 Penalty: 2933.964355
	Iteration 32Q: 3 clusters Score -2188048 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2188119.250000 Penalty: 2933.964355
	Iteration 33Q: 3 clusters Score -2188119 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2188185.500000 Penalty: 2933.964355
	Iteration 34Q: 3 clusters Score -2188186 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2188250.000000 Penalty: 2933.964355
	Iteration 35Q: 3 clusters Score -2188250 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2188287.250000 Penalty: 2933.964355
	Iteration 36Q: 3 clusters Score -2188287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2188325.000000 Penalty: 2933.964355
	Iteration 37Q: 3 clusters Score -2188325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2188346.500000 Penalty: 2933.964355
	Iteration 38Q: 3 clusters Score -2188346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2188384.000000 Penalty: 2933.964355
	Iteration 39Q: 3 clusters Score -2188384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2188427.500000 Penalty: 2933.964355
	Iteration 40F: 3 clusters Score -2188428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2188449.250000 Penalty: 2933.964355
	Iteration 41Q: 3 clusters Score -2188449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2188480.750000 Penalty: 2933.964355
	Iteration 42Q: 3 clusters Score -2188481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2188501.000000 Penalty: 2933.964355
	Iteration 43Q: 3 clusters Score -2188501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2188529.000000 Penalty: 2933.964355
	Iteration 44Q: 3 clusters Score -2188529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2188550.500000 Penalty: 2933.964355
	Iteration 45Q: 3 clusters Score -2188550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2188573.250000 Penalty: 2933.964355
	Iteration 46Q: 3 clusters Score -2188573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2188602.000000 Penalty: 2933.964355
	Iteration 47Q: 3 clusters Score -2188602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2188629.750000 Penalty: 2933.964355
	Iteration 48Q: 3 clusters Score -2188630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2188664.750000 Penalty: 2933.964355
	Iteration 49Q: 3 clusters Score -2188665 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2188687.250000 Penalty: 2933.964355
	Iteration 50Q: 3 clusters Score -2188687 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2188717.000000 Penalty: 2933.964355
	Iteration 51Q: 3 clusters Score -2188717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2188737.750000 Penalty: 2933.964355
	Iteration 52Q: 3 clusters Score -2188738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2188766.500000 Penalty: 2933.964355
	Iteration 53Q: 3 clusters Score -2188766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2188791.000000 Penalty: 2933.964355
	Iteration 54Q: 3 clusters Score -2188791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2188811.500000 Penalty: 2933.964355
	Iteration 55Q: 3 clusters Score -2188812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2188826.250000 Penalty: 2933.964355
	Iteration 56Q: 3 clusters Score -2188826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2188846.750000 Penalty: 2933.964355
	Iteration 57Q: 3 clusters Score -2188847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2188867.500000 Penalty: 2933.964355
	Iteration 58Q: 3 clusters Score -2188868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2188882.500000 Penalty: 2933.964355
	Iteration 59Q: 3 clusters Score -2188882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2188892.250000 Penalty: 2933.964355
	Iteration 60F: 3 clusters Score -2188892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2188904.250000 Penalty: 2933.964355
	Iteration 61Q: 3 clusters Score -2188904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2188916.250000 Penalty: 2933.964355
	Iteration 62Q: 3 clusters Score -2188916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2188923.250000 Penalty: 2933.964355
	Iteration 63Q: 3 clusters Score -2188923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2188931.250000 Penalty: 2933.964355
	Iteration 64Q: 3 clusters Score -2188931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2188934.750000 Penalty: 2933.964355
	Iteration 65Q: 3 clusters Score -2188935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2188936.500000 Penalty: 2933.964355
	Iteration 66Q: 3 clusters Score -2188936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2188940.750000 Penalty: 2933.964355
	Iteration 67Q: 3 clusters Score -2188941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2188944.000000 Penalty: 2933.964355
	Iteration 68Q: 3 clusters Score -2188944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2188948.250000 Penalty: 2933.964355
	Iteration 69Q: 3 clusters Score -2188948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2188952.000000 Penalty: 2933.964355
	Iteration 70Q: 3 clusters Score -2188952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2188956.500000 Penalty: 2933.964355
	Iteration 71Q: 3 clusters Score -2188956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2188956.500000 Penalty: 2933.964355
	Iteration 72Q: 3 clusters Score -2188956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2188961.250000 Penalty: 2933.964355
	Iteration 73Q: 3 clusters Score -2188961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2188963.250000 Penalty: 2933.964355
	Iteration 74Q: 3 clusters Score -2188963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2188965.500000 Penalty: 2933.964355
	Iteration 75Q: 3 clusters Score -2188966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2188973.250000 Penalty: 2933.964355
	Iteration 76Q: 3 clusters Score -2188973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2188973.750000 Penalty: 2933.964355
	Iteration 77Q: 3 clusters Score -2188974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2188977.500000 Penalty: 2933.964355
	Iteration 78Q: 3 clusters Score -2188978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2188977.250000 Penalty: 2933.964355
	Iteration 79Q: 3 clusters Score -2188977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2188980.750000 Penalty: 2933.964355
	Iteration 80F: 3 clusters Score -2188981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2188978.250000 Penalty: 2933.964355
	Iteration 81Q: 3 clusters Score -2188978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2188979.000000 Penalty: 2933.964355
	Iteration 82Q: 3 clusters Score -2188979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2188976.750000 Penalty: 2933.964355
	Iteration 83Q: 3 clusters Score -2188977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2188976.000000 Penalty: 2933.964355
	Iteration 84Q: 3 clusters Score -2188976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2188976.000000 Penalty: 2933.964355
	Iteration 85F: 3 clusters Score -2188976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -403684.250000 Penalty: 1221.909180
	Iteration 0F: 2 clusters Score -403684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -400815.875000 Penalty: 2443.818359
	Iteration 0F: 3 clusters Score -400815.9 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -401708.843750 Penalty: 2443.818359
	Iteration 1F: 3 clusters Score -401708.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -401921.281250 Penalty: 2443.818359
	Iteration 2F: 3 clusters Score -401921.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -402059.468750 Penalty: 2443.818359
	Iteration 3F: 3 clusters Score -402059.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -402138.937500 Penalty: 2443.818359
	Iteration 4Q: 3 clusters Score -402138.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -402196.875000 Penalty: 2443.818359
	Iteration 5Q: 3 clusters Score -402196.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -402246.343750 Penalty: 2443.818359
	Iteration 6Q: 3 clusters Score -402246.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -402297.125000 Penalty: 2443.818359
	Iteration 7Q: 3 clusters Score -402297.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -402365.843750 Penalty: 2443.818359
	Iteration 8Q: 3 clusters Score -402365.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -402425.125000 Penalty: 2443.818359
	Iteration 9Q: 3 clusters Score -402425.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -402469.750000 Penalty: 2443.818359
	Iteration 10Q: 3 clusters Score -402469.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402515.500000 Penalty: 2443.818359
	Iteration 11Q: 3 clusters Score -402515.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -402552.468750 Penalty: 2443.818359
	Iteration 12Q: 3 clusters Score -402552.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -402602.218750 Penalty: 2443.818359
	Iteration 13Q: 3 clusters Score -402602.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -402678.781250 Penalty: 2443.818359
	Iteration 14Q: 3 clusters Score -402678.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -402766.406250 Penalty: 2443.818359
	Iteration 15Q: 3 clusters Score -402766.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -402845.281250 Penalty: 2443.818359
	Iteration 16Q: 3 clusters Score -402845.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -402907.656250 Penalty: 2443.818359
	Iteration 17Q: 3 clusters Score -402907.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402968.312500 Penalty: 2443.818359
	Iteration 18Q: 3 clusters Score -402968.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403022.437500 Penalty: 2443.818359
	Iteration 19Q: 3 clusters Score -403022.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -403056.781250 Penalty: 2443.818359
	Iteration 20F: 3 clusters Score -403056.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403094.437500 Penalty: 2443.818359
	Iteration 21Q: 3 clusters Score -403094.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403129.093750 Penalty: 2443.818359
	Iteration 22Q: 3 clusters Score -403129.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -403156.937500 Penalty: 2443.818359
	Iteration 23Q: 3 clusters Score -403156.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -403181.843750 Penalty: 2443.818359
	Iteration 24Q: 3 clusters Score -403181.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -403197.875000 Penalty: 2443.818359
	Iteration 25Q: 3 clusters Score -403197.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -403206.750000 Penalty: 2443.818359
	Iteration 26Q: 3 clusters Score -403206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -403211.343750 Penalty: 2443.818359
	Iteration 27Q: 3 clusters Score -403211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -403216.093750 Penalty: 2443.818359
	Iteration 28Q: 3 clusters Score -403216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -403218.500000 Penalty: 2443.818359
	Iteration 29Q: 3 clusters Score -403218.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -403222.593750 Penalty: 2443.818359
	Iteration 30Q: 3 clusters Score -403222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -403224.750000 Penalty: 2443.818359
	Iteration 31Q: 3 clusters Score -403224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -403228.187500 Penalty: 2443.818359
	Iteration 32Q: 3 clusters Score -403228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -403230.937500 Penalty: 2443.818359
	Iteration 33Q: 3 clusters Score -403230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -403233.375000 Penalty: 2443.818359
	Iteration 34Q: 3 clusters Score -403233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403236.781250 Penalty: 2443.818359
	Iteration 35Q: 3 clusters Score -403236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -403241.031250 Penalty: 2443.818359
	Iteration 36Q: 3 clusters Score -403241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -403242.187500 Penalty: 2443.818359
	Iteration 37Q: 3 clusters Score -403242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -403245.000000 Penalty: 2443.818359
	Iteration 38Q: 3 clusters Score -403245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -403246.187500 Penalty: 2443.818359
	Iteration 39Q: 3 clusters Score -403246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -403247.000000 Penalty: 2443.818359
	Iteration 40F: 3 clusters Score -403247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -403247.281250 Penalty: 2443.818359
	Iteration 41Q: 3 clusters Score -403247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -403248.093750 Penalty: 2443.818359
	Iteration 42Q: 3 clusters Score -403248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -403248.812500 Penalty: 2443.818359
	Iteration 43Q: 3 clusters Score -403248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -403249.968750 Penalty: 2443.818359
	Iteration 44Q: 3 clusters Score -403250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -403250.843750 Penalty: 2443.818359
	Iteration 45Q: 3 clusters Score -403250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -403250.718750 Penalty: 2443.818359
	Iteration 46Q: 3 clusters Score -403250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -403250.718750 Penalty: 2443.818359
	Iteration 47F: 3 clusters Score -403250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -332984.468750 Penalty: 1185.840454
	Iteration 0F: 2 clusters Score -332984.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -330610.687500 Penalty: 2371.680908
	Iteration 0F: 3 clusters Score -330610.7 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -331277.281250 Penalty: 2371.680908
	Iteration 1F: 3 clusters Score -331277.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -331501.593750 Penalty: 2371.680908
	Iteration 2F: 3 clusters Score -331501.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -331638.187500 Penalty: 2371.680908
	Iteration 3F: 3 clusters Score -331638.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -331731.437500 Penalty: 2371.680908
	Iteration 4Q: 3 clusters Score -331731.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -331799.562500 Penalty: 2371.680908
	Iteration 5Q: 3 clusters Score -331799.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -331850.375000 Penalty: 2371.680908
	Iteration 6Q: 3 clusters Score -331850.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331892.437500 Penalty: 2371.680908
	Iteration 7Q: 3 clusters Score -331892.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -331930.218750 Penalty: 2371.680908
	Iteration 8Q: 3 clusters Score -331930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -331954.343750 Penalty: 2371.680908
	Iteration 9Q: 3 clusters Score -331954.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -331976.125000 Penalty: 2371.680908
	Iteration 10Q: 3 clusters Score -331976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -331989.312500 Penalty: 2371.680908
	Iteration 11Q: 3 clusters Score -331989.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -331997.937500 Penalty: 2371.680908
	Iteration 12Q: 3 clusters Score -331997.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -332004.250000 Penalty: 2371.680908
	Iteration 13Q: 3 clusters Score -332004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -332009.500000 Penalty: 2371.680908
	Iteration 14Q: 3 clusters Score -332009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -332014.281250 Penalty: 2371.680908
	Iteration 15Q: 3 clusters Score -332014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -332018.750000 Penalty: 2371.680908
	Iteration 16Q: 3 clusters Score -332018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -332022.781250 Penalty: 2371.680908
	Iteration 17Q: 3 clusters Score -332022.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332027.468750 Penalty: 2371.680908
	Iteration 18Q: 3 clusters Score -332027.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -332032.687500 Penalty: 2371.680908
	Iteration 19Q: 3 clusters Score -332032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332036.937500 Penalty: 2371.680908
	Iteration 20F: 3 clusters Score -332036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332039.406250 Penalty: 2371.680908
	Iteration 21Q: 3 clusters Score -332039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -332043.062500 Penalty: 2371.680908
	Iteration 22Q: 3 clusters Score -332043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -332043.343750 Penalty: 2371.680908
	Iteration 23Q: 3 clusters Score -332043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -332044.031250 Penalty: 2371.680908
	Iteration 24Q: 3 clusters Score -332044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332044.062500 Penalty: 2371.680908
	Iteration 25Q: 3 clusters Score -332044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332044.062500 Penalty: 2371.680908
	Iteration 26F: 3 clusters Score -332044.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -62909.531250 Penalty: 968.060669
	Iteration 0F: 2 clusters Score -62909.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61926.191406 Penalty: 1936.121338
	Iteration 0F: 3 clusters Score -61926.19 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62388.816406 Penalty: 1936.121338
	Iteration 1F: 3 clusters Score -62388.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62874.453125 Penalty: 1936.121338
	Iteration 2F: 3 clusters Score -62874.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63576.535156 Penalty: 1936.121338
	Iteration 3F: 3 clusters Score -63576.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -64098.046875 Penalty: 1936.121338
	Iteration 4F: 3 clusters Score -64098.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64398.601562 Penalty: 1936.121338
	Iteration 5Q: 3 clusters Score -64398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64444.679688 Penalty: 1936.121338
	Iteration 6Q: 3 clusters Score -64444.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64452.781250 Penalty: 1936.121338
	Iteration 7Q: 3 clusters Score -64452.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64452.781250 Penalty: 1936.121338
	Iteration 8F: 3 clusters Score -64452.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 304 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 8972 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 192 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 8879 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 1333 members 
Mstep: Class 57 contains 581 members 
Mstep: Class 58 contains 558 members 
Mstep: Class 59 contains 9918 members 
Mstep: Class 60 contains 477 members 
Entering Unmasked Estep 
Score: -111143360.000000 Penalty: 123378.664062
Splitting cluster 47 changes total score from -111096752.000000 to -111143360.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 48 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -881940.187500 Penalty: 1336.436768
	Iteration 0F: 2 clusters Score -881940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -876491.437500 Penalty: 2672.873535
	Iteration 0F: 3 clusters Score -876491.4 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -878287.625000 Penalty: 2672.873535
	Iteration 1F: 3 clusters Score -878287.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -878563.937500 Penalty: 2672.873535
	Iteration 2F: 3 clusters Score -878563.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -878724.187500 Penalty: 2672.873535
	Iteration 3Q: 3 clusters Score -878724.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -878836.375000 Penalty: 2672.873535
	Iteration 4Q: 3 clusters Score -878836.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -878931.125000 Penalty: 2672.873535
	Iteration 5Q: 3 clusters Score -878931.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -879014.750000 Penalty: 2672.873535
	Iteration 6Q: 3 clusters Score -879014.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -879085.937500 Penalty: 2672.873535
	Iteration 7Q: 3 clusters Score -879085.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -879146.562500 Penalty: 2672.873535
	Iteration 8Q: 3 clusters Score -879146.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -879202.875000 Penalty: 2672.873535
	Iteration 9Q: 3 clusters Score -879202.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -879250.625000 Penalty: 2672.873535
	Iteration 10Q: 3 clusters Score -879250.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -879291.187500 Penalty: 2672.873535
	Iteration 11Q: 3 clusters Score -879291.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -879330.562500 Penalty: 2672.873535
	Iteration 12Q: 3 clusters Score -879330.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -879377.625000 Penalty: 2672.873535
	Iteration 13Q: 3 clusters Score -879377.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -879426.000000 Penalty: 2672.873535
	Iteration 14Q: 3 clusters Score -879426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -879473.125000 Penalty: 2672.873535
	Iteration 15Q: 3 clusters Score -879473.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -879522.937500 Penalty: 2672.873535
	Iteration 16Q: 3 clusters Score -879522.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -879577.562500 Penalty: 2672.873535
	Iteration 17Q: 3 clusters Score -879577.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -879629.750000 Penalty: 2672.873535
	Iteration 18Q: 3 clusters Score -879629.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -879690.062500 Penalty: 2672.873535
	Iteration 19Q: 3 clusters Score -879690.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -879768.250000 Penalty: 2672.873535
	Iteration 20F: 3 clusters Score -879768.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -879863.500000 Penalty: 2672.873535
	Iteration 21Q: 3 clusters Score -879863.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -879983.562500 Penalty: 2672.873535
	Iteration 22Q: 3 clusters Score -879983.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -880096.937500 Penalty: 2672.873535
	Iteration 23Q: 3 clusters Score -880096.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -880236.187500 Penalty: 2672.873535
	Iteration 24Q: 3 clusters Score -880236.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -880349.937500 Penalty: 2672.873535
	Iteration 25Q: 3 clusters Score -880349.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -880435.000000 Penalty: 2672.873535
	Iteration 26Q: 3 clusters Score -880435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -880498.437500 Penalty: 2672.873535
	Iteration 27Q: 3 clusters Score -880498.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -880548.187500 Penalty: 2672.873535
	Iteration 28Q: 3 clusters Score -880548.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -880599.062500 Penalty: 2672.873535
	Iteration 29Q: 3 clusters Score -880599.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -880645.812500 Penalty: 2672.873535
	Iteration 30Q: 3 clusters Score -880645.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -880692.000000 Penalty: 2672.873535
	Iteration 31Q: 3 clusters Score -880692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -880733.750000 Penalty: 2672.873535
	Iteration 32Q: 3 clusters Score -880733.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -880776.125000 Penalty: 2672.873535
	Iteration 33Q: 3 clusters Score -880776.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -880808.187500 Penalty: 2672.873535
	Iteration 34Q: 3 clusters Score -880808.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -880838.250000 Penalty: 2672.873535
	Iteration 35Q: 3 clusters Score -880838.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -880862.062500 Penalty: 2672.873535
	Iteration 36Q: 3 clusters Score -880862.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -880881.312500 Penalty: 2672.873535
	Iteration 37Q: 3 clusters Score -880881.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -880890.062500 Penalty: 2672.873535
	Iteration 38Q: 3 clusters Score -880890.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -880900.250000 Penalty: 2672.873535
	Iteration 39Q: 3 clusters Score -880900.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -880906.812500 Penalty: 2672.873535
	Iteration 40F: 3 clusters Score -880906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -880912.875000 Penalty: 2672.873535
	Iteration 41Q: 3 clusters Score -880912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -880915.437500 Penalty: 2672.873535
	Iteration 42Q: 3 clusters Score -880915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -880918.000000 Penalty: 2672.873535
	Iteration 43Q: 3 clusters Score -880918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -880924.875000 Penalty: 2672.873535
	Iteration 44Q: 3 clusters Score -880924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -880926.250000 Penalty: 2672.873535
	Iteration 45Q: 3 clusters Score -880926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -880932.687500 Penalty: 2672.873535
	Iteration 46Q: 3 clusters Score -880932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -880936.250000 Penalty: 2672.873535
	Iteration 47Q: 3 clusters Score -880936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -880939.562500 Penalty: 2672.873535
	Iteration 48Q: 3 clusters Score -880939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -880940.562500 Penalty: 2672.873535
	Iteration 49Q: 3 clusters Score -880940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -880943.812500 Penalty: 2672.873535
	Iteration 50Q: 3 clusters Score -880943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -880945.687500 Penalty: 2672.873535
	Iteration 51Q: 3 clusters Score -880945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -880948.250000 Penalty: 2672.873535
	Iteration 52Q: 3 clusters Score -880948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -880948.562500 Penalty: 2672.873535
	Iteration 53Q: 3 clusters Score -880948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -880948.562500 Penalty: 2672.873535
	Iteration 54F: 3 clusters Score -880948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (8879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Entering Unmasked Estep 
Score: -967244.812500 Penalty: 1352.806885
	Iteration 0F: 2 clusters Score -967244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -961176.125000 Penalty: 2705.613770
	Iteration 0F: 3 clusters Score -961176.1 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -963092.500000 Penalty: 2705.613770
	Iteration 1F: 3 clusters Score -963092.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -963366.812500 Penalty: 2705.613770
	Iteration 2F: 3 clusters Score -963366.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -963596.187500 Penalty: 2705.613770
	Iteration 3F: 3 clusters Score -963596.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -963780.812500 Penalty: 2705.613770
	Iteration 4Q: 3 clusters Score -963780.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -963939.125000 Penalty: 2705.613770
	Iteration 5Q: 3 clusters Score -963939.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -964097.437500 Penalty: 2705.613770
	Iteration 6Q: 3 clusters Score -964097.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -964250.187500 Penalty: 2705.613770
	Iteration 7Q: 3 clusters Score -964250.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -964426.125000 Penalty: 2705.613770
	Iteration 8Q: 3 clusters Score -964426.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -964616.625000 Penalty: 2705.613770
	Iteration 9Q: 3 clusters Score -964616.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -964826.375000 Penalty: 2705.613770
	Iteration 10Q: 3 clusters Score -964826.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -965050.250000 Penalty: 2705.613770
	Iteration 11Q: 3 clusters Score -965050.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -965327.062500 Penalty: 2705.613770
	Iteration 12Q: 3 clusters Score -965327.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -965648.875000 Penalty: 2705.613770
	Iteration 13Q: 3 clusters Score -965648.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -966005.312500 Penalty: 2705.613770
	Iteration 14Q: 3 clusters Score -966005.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -966344.125000 Penalty: 2705.613770
	Iteration 15Q: 3 clusters Score -966344.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -966600.687500 Penalty: 2705.613770
	Iteration 16Q: 3 clusters Score -966600.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -966757.562500 Penalty: 2705.613770
	Iteration 17Q: 3 clusters Score -966757.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -966870.937500 Penalty: 2705.613770
	Iteration 18Q: 3 clusters Score -966870.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -966962.937500 Penalty: 2705.613770
	Iteration 19Q: 3 clusters Score -966962.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -967018.437500 Penalty: 2705.613770
	Iteration 20F: 3 clusters Score -967018.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -967076.062500 Penalty: 2705.613770
	Iteration 21Q: 3 clusters Score -967076.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -967128.000000 Penalty: 2705.613770
	Iteration 22Q: 3 clusters Score -967128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -967182.375000 Penalty: 2705.613770
	Iteration 23Q: 3 clusters Score -967182.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -967227.625000 Penalty: 2705.613770
	Iteration 24Q: 3 clusters Score -967227.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -967278.625000 Penalty: 2705.613770
	Iteration 25Q: 3 clusters Score -967278.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -967329.687500 Penalty: 2705.613770
	Iteration 26Q: 3 clusters Score -967329.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -967377.562500 Penalty: 2705.613770
	Iteration 27Q: 3 clusters Score -967377.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -967419.875000 Penalty: 2705.613770
	Iteration 28Q: 3 clusters Score -967419.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -967467.687500 Penalty: 2705.613770
	Iteration 29Q: 3 clusters Score -967467.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -967526.687500 Penalty: 2705.613770
	Iteration 30Q: 3 clusters Score -967526.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -967591.812500 Penalty: 2705.613770
	Iteration 31Q: 3 clusters Score -967591.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -967642.000000 Penalty: 2705.613770
	Iteration 32Q: 3 clusters Score -967642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -967690.937500 Penalty: 2705.613770
	Iteration 33Q: 3 clusters Score -967690.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -967727.375000 Penalty: 2705.613770
	Iteration 34Q: 3 clusters Score -967727.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -967750.562500 Penalty: 2705.613770
	Iteration 35Q: 3 clusters Score -967750.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -967767.000000 Penalty: 2705.613770
	Iteration 36Q: 3 clusters Score -967767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -967776.562500 Penalty: 2705.613770
	Iteration 37Q: 3 clusters Score -967776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -967786.750000 Penalty: 2705.613770
	Iteration 38Q: 3 clusters Score -967786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -967792.187500 Penalty: 2705.613770
	Iteration 39Q: 3 clusters Score -967792.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -967799.937500 Penalty: 2705.613770
	Iteration 40F: 3 clusters Score -967799.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -967810.437500 Penalty: 2705.613770
	Iteration 41Q: 3 clusters Score -967810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -967817.937500 Penalty: 2705.613770
	Iteration 42Q: 3 clusters Score -967817.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -967822.187500 Penalty: 2705.613770
	Iteration 43Q: 3 clusters Score -967822.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -967828.750000 Penalty: 2705.613770
	Iteration 44Q: 3 clusters Score -967828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -967830.312500 Penalty: 2705.613770
	Iteration 45Q: 3 clusters Score -967830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -967835.125000 Penalty: 2705.613770
	Iteration 46Q: 3 clusters Score -967835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -967834.500000 Penalty: 2705.613770
	Iteration 47Q: 3 clusters Score -967834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -967834.125000 Penalty: 2705.613770
	Iteration 48Q: 3 clusters Score -967834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -967834.312500 Penalty: 2705.613770
	Iteration 49Q: 3 clusters Score -967834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -967836.625000 Penalty: 2705.613770
	Iteration 50Q: 3 clusters Score -967836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -967837.562500 Penalty: 2705.613770
	Iteration 51Q: 3 clusters Score -967837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -967837.562500 Penalty: 2705.613770
	Iteration 52F: 3 clusters Score -967837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 304 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 8972 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 192 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 2759 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 17756 members 
Mstep: Class 54 contains 42016 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 1333 members 
Mstep: Class 57 contains 581 members 
Mstep: Class 58 contains 558 members 
Mstep: Class 59 contains 9918 members 
Mstep: Class 60 contains 477 members 
Mstep: Class 61 contains 6120 members 
Entering Unmasked Estep 
Score: -111143560.000000 Penalty: 125434.984375
Splitting cluster 49 changes total score from -111096752.000000 to -111143560.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 50 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -220849.359375 Penalty: 1137.777466
	Iteration 0F: 2 clusters Score -220849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -218927.593750 Penalty: 2275.554932
	Iteration 0F: 3 clusters Score -218927.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -219419.656250 Penalty: 2275.554932
	Iteration 1F: 3 clusters Score -219419.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -219574.593750 Penalty: 2275.554932
	Iteration 2F: 3 clusters Score -219574.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -219677.500000 Penalty: 2275.554932
	Iteration 3F: 3 clusters Score -219677.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -219746.312500 Penalty: 2275.554932
	Iteration 4Q: 3 clusters Score -219746.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -219818.203125 Penalty: 2275.554932
	Iteration 5Q: 3 clusters Score -219818.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219870.218750 Penalty: 2275.554932
	Iteration 6Q: 3 clusters Score -219870.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -219916.250000 Penalty: 2275.554932
	Iteration 7Q: 3 clusters Score -219916.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -219959.593750 Penalty: 2275.554932
	Iteration 8Q: 3 clusters Score -219959.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -219988.609375 Penalty: 2275.554932
	Iteration 9Q: 3 clusters Score -219988.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -220018.390625 Penalty: 2275.554932
	Iteration 10Q: 3 clusters Score -220018.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -220036.296875 Penalty: 2275.554932
	Iteration 11Q: 3 clusters Score -220036.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -220050.625000 Penalty: 2275.554932
	Iteration 12Q: 3 clusters Score -220050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -220058.531250 Penalty: 2275.554932
	Iteration 13Q: 3 clusters Score -220058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -220061.906250 Penalty: 2275.554932
	Iteration 14Q: 3 clusters Score -220061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -220064.421875 Penalty: 2275.554932
	Iteration 15Q: 3 clusters Score -220064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -220067.921875 Penalty: 2275.554932
	Iteration 16Q: 3 clusters Score -220067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -220068.531250 Penalty: 2275.554932
	Iteration 17Q: 3 clusters Score -220068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -220070.562500 Penalty: 2275.554932
	Iteration 18Q: 3 clusters Score -220070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -220072.578125 Penalty: 2275.554932
	Iteration 19Q: 3 clusters Score -220072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220073.703125 Penalty: 2275.554932
	Iteration 20F: 3 clusters Score -220073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -220074.375000 Penalty: 2275.554932
	Iteration 21Q: 3 clusters Score -220074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220075.656250 Penalty: 2275.554932
	Iteration 22Q: 3 clusters Score -220075.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220075.656250 Penalty: 2275.554932
	Iteration 23F: 3 clusters Score -220075.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -851507.937500 Penalty: 1320.684326
	Iteration 0F: 2 clusters Score -851507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -846548.062500 Penalty: 2641.368652
	Iteration 0F: 3 clusters Score -846548.1 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -847996.312500 Penalty: 2641.368652
	Iteration 1F: 3 clusters Score -847996.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -848217.812500 Penalty: 2641.368652
	Iteration 2F: 3 clusters Score -848217.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -848374.062500 Penalty: 2641.368652
	Iteration 3Q: 3 clusters Score -848374.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -848489.750000 Penalty: 2641.368652
	Iteration 4Q: 3 clusters Score -848489.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -848589.375000 Penalty: 2641.368652
	Iteration 5Q: 3 clusters Score -848589.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -848676.062500 Penalty: 2641.368652
	Iteration 6Q: 3 clusters Score -848676.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -848777.812500 Penalty: 2641.368652
	Iteration 7Q: 3 clusters Score -848777.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -848875.562500 Penalty: 2641.368652
	Iteration 8Q: 3 clusters Score -848875.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -848980.500000 Penalty: 2641.368652
	Iteration 9Q: 3 clusters Score -848980.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -849102.562500 Penalty: 2641.368652
	Iteration 10Q: 3 clusters Score -849102.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -849232.312500 Penalty: 2641.368652
	Iteration 11Q: 3 clusters Score -849232.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -849355.062500 Penalty: 2641.368652
	Iteration 12Q: 3 clusters Score -849355.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -849468.062500 Penalty: 2641.368652
	Iteration 13Q: 3 clusters Score -849468.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -849589.687500 Penalty: 2641.368652
	Iteration 14Q: 3 clusters Score -849589.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -849718.375000 Penalty: 2641.368652
	Iteration 15Q: 3 clusters Score -849718.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -849824.250000 Penalty: 2641.368652
	Iteration 16Q: 3 clusters Score -849824.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -849902.625000 Penalty: 2641.368652
	Iteration 17Q: 3 clusters Score -849902.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -849957.875000 Penalty: 2641.368652
	Iteration 18Q: 3 clusters Score -849957.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -850016.875000 Penalty: 2641.368652
	Iteration 19Q: 3 clusters Score -850016.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -850063.625000 Penalty: 2641.368652
	Iteration 20F: 3 clusters Score -850063.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -850108.250000 Penalty: 2641.368652
	Iteration 21Q: 3 clusters Score -850108.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -850144.500000 Penalty: 2641.368652
	Iteration 22Q: 3 clusters Score -850144.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -850181.250000 Penalty: 2641.368652
	Iteration 23Q: 3 clusters Score -850181.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -850211.437500 Penalty: 2641.368652
	Iteration 24Q: 3 clusters Score -850211.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -850234.187500 Penalty: 2641.368652
	Iteration 25Q: 3 clusters Score -850234.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -850258.187500 Penalty: 2641.368652
	Iteration 26Q: 3 clusters Score -850258.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -850279.562500 Penalty: 2641.368652
	Iteration 27Q: 3 clusters Score -850279.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -850292.562500 Penalty: 2641.368652
	Iteration 28Q: 3 clusters Score -850292.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -850317.250000 Penalty: 2641.368652
	Iteration 29Q: 3 clusters Score -850317.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -850335.625000 Penalty: 2641.368652
	Iteration 30Q: 3 clusters Score -850335.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -850355.625000 Penalty: 2641.368652
	Iteration 31Q: 3 clusters Score -850355.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -850365.062500 Penalty: 2641.368652
	Iteration 32Q: 3 clusters Score -850365.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -850372.562500 Penalty: 2641.368652
	Iteration 33Q: 3 clusters Score -850372.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -850376.625000 Penalty: 2641.368652
	Iteration 34Q: 3 clusters Score -850376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -850381.750000 Penalty: 2641.368652
	Iteration 35Q: 3 clusters Score -850381.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -850388.812500 Penalty: 2641.368652
	Iteration 36Q: 3 clusters Score -850388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -850395.375000 Penalty: 2641.368652
	Iteration 37Q: 3 clusters Score -850395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -850401.062500 Penalty: 2641.368652
	Iteration 38Q: 3 clusters Score -850401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -850404.187500 Penalty: 2641.368652
	Iteration 39Q: 3 clusters Score -850404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -850407.250000 Penalty: 2641.368652
	Iteration 40F: 3 clusters Score -850407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -850411.625000 Penalty: 2641.368652
	Iteration 41Q: 3 clusters Score -850411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -850412.250000 Penalty: 2641.368652
	Iteration 42Q: 3 clusters Score -850412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -850416.250000 Penalty: 2641.368652
	Iteration 43Q: 3 clusters Score -850416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -850418.000000 Penalty: 2641.368652
	Iteration 44Q: 3 clusters Score -850418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -850425.500000 Penalty: 2641.368652
	Iteration 45Q: 3 clusters Score -850425.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -850431.687500 Penalty: 2641.368652
	Iteration 46Q: 3 clusters Score -850431.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -850437.812500 Penalty: 2641.368652
	Iteration 47Q: 3 clusters Score -850437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -850440.750000 Penalty: 2641.368652
	Iteration 48Q: 3 clusters Score -850440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -850442.875000 Penalty: 2641.368652
	Iteration 49Q: 3 clusters Score -850442.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -850446.125000 Penalty: 2641.368652
	Iteration 50Q: 3 clusters Score -850446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -850450.000000 Penalty: 2641.368652
	Iteration 51Q: 3 clusters Score -850450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -850456.875000 Penalty: 2641.368652
	Iteration 52Q: 3 clusters Score -850456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -850455.062500 Penalty: 2641.368652
	Iteration 53Q: 3 clusters Score -850455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -850455.875000 Penalty: 2641.368652
	Iteration 54Q: 3 clusters Score -850455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -850457.312500 Penalty: 2641.368652
	Iteration 55Q: 3 clusters Score -850457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -850457.312500 Penalty: 2641.368652
	Iteration 56Q: 3 clusters Score -850457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -850458.000000 Penalty: 2641.368652
	Iteration 57Q: 3 clusters Score -850458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -850457.000000 Penalty: 2641.368652
	Iteration 58Q: 3 clusters Score -850457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -850457.000000 Penalty: 2641.368652
	Iteration 59F: 3 clusters Score -850457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -593102.562500 Penalty: 1275.438110
	Iteration 0F: 2 clusters Score -593102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -589284.500000 Penalty: 2550.876221
	Iteration 0F: 3 clusters Score -589284.5 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -590477.875000 Penalty: 2550.876221
	Iteration 1F: 3 clusters Score -590477.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -590704.937500 Penalty: 2550.876221
	Iteration 2F: 3 clusters Score -590704.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -590896.750000 Penalty: 2550.876221
	Iteration 3F: 3 clusters Score -590896.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -591070.187500 Penalty: 2550.876221
	Iteration 4Q: 3 clusters Score -591070.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -591226.000000 Penalty: 2550.876221
	Iteration 5Q: 3 clusters Score -591226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -591366.500000 Penalty: 2550.876221
	Iteration 6Q: 3 clusters Score -591366.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -591514.000000 Penalty: 2550.876221
	Iteration 7Q: 3 clusters Score -591514 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -591658.437500 Penalty: 2550.876221
	Iteration 8Q: 3 clusters Score -591658.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -591801.625000 Penalty: 2550.876221
	Iteration 9Q: 3 clusters Score -591801.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -591929.312500 Penalty: 2550.876221
	Iteration 10Q: 3 clusters Score -591929.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -592030.750000 Penalty: 2550.876221
	Iteration 11Q: 3 clusters Score -592030.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -592107.875000 Penalty: 2550.876221
	Iteration 12Q: 3 clusters Score -592107.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -592187.187500 Penalty: 2550.876221
	Iteration 13Q: 3 clusters Score -592187.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -592262.312500 Penalty: 2550.876221
	Iteration 14Q: 3 clusters Score -592262.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -592302.125000 Penalty: 2550.876221
	Iteration 15Q: 3 clusters Score -592302.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -592331.750000 Penalty: 2550.876221
	Iteration 16Q: 3 clusters Score -592331.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -592358.562500 Penalty: 2550.876221
	Iteration 17Q: 3 clusters Score -592358.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -592385.500000 Penalty: 2550.876221
	Iteration 18Q: 3 clusters Score -592385.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -592402.437500 Penalty: 2550.876221
	Iteration 19Q: 3 clusters Score -592402.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -592415.625000 Penalty: 2550.876221
	Iteration 20F: 3 clusters Score -592415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -592429.125000 Penalty: 2550.876221
	Iteration 21Q: 3 clusters Score -592429.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -592444.687500 Penalty: 2550.876221
	Iteration 22Q: 3 clusters Score -592444.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -592467.812500 Penalty: 2550.876221
	Iteration 23Q: 3 clusters Score -592467.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -592485.687500 Penalty: 2550.876221
	Iteration 24Q: 3 clusters Score -592485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -592492.000000 Penalty: 2550.876221
	Iteration 25Q: 3 clusters Score -592492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -592497.687500 Penalty: 2550.876221
	Iteration 26Q: 3 clusters Score -592497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -592501.687500 Penalty: 2550.876221
	Iteration 27Q: 3 clusters Score -592501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -592507.875000 Penalty: 2550.876221
	Iteration 28Q: 3 clusters Score -592507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -592513.937500 Penalty: 2550.876221
	Iteration 29Q: 3 clusters Score -592513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -592518.250000 Penalty: 2550.876221
	Iteration 30Q: 3 clusters Score -592518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -592524.187500 Penalty: 2550.876221
	Iteration 31Q: 3 clusters Score -592524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -592527.125000 Penalty: 2550.876221
	Iteration 32Q: 3 clusters Score -592527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -592529.937500 Penalty: 2550.876221
	Iteration 33Q: 3 clusters Score -592529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -592533.812500 Penalty: 2550.876221
	Iteration 34Q: 3 clusters Score -592533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -592535.937500 Penalty: 2550.876221
	Iteration 35Q: 3 clusters Score -592535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -592537.500000 Penalty: 2550.876221
	Iteration 36Q: 3 clusters Score -592537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -592538.375000 Penalty: 2550.876221
	Iteration 37Q: 3 clusters Score -592538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -592538.375000 Penalty: 2550.876221
	Iteration 38F: 3 clusters Score -592538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 25084 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 32145 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 54014 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 65938 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 7921 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 73806 members 
Mstep: Class 32 contains 68335 members 
Mstep: Class 33 contains 20368 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 10767 members 
Mstep: Class 36 contains 10088 members 
Mstep: Class 37 contains 304 members 
Mstep: Class 38 contains 98535 members 
Mstep: Class 39 contains 10790 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 8972 members 
Mstep: Class 42 contains 6069 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 19125 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 2891 members 
Mstep: Class 47 contains 192 members 
Mstep: Class 48 contains 7954 members 
Mstep: Class 49 contains 2759 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 7155 members 
Mstep: Class 52 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111149992.000000 Penalty: 125434.984375
Iteration 119Q: 62 clusters Score -1.1115e+08 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 7628 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 44968 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 11884 members 
Mstep: Class 7 contains 21751 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 22723 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 15908 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 25324 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11177 members 
Mstep: Class 18 contains 32253 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 11021 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 17610 members 
Mstep: Class 23 contains 53994 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 66220 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7928 members 
Mstep: Class 29 contains 8209 members 
Mstep: Class 30 contains 9233 members 
Mstep: Class 31 contains 74399 members 
Mstep: Class 32 contains 68345 members 
Mstep: Class 33 contains 20387 members 
Mstep: Class 34 contains 41034 members 
Mstep: Class 35 contains 11057 members 
Mstep: Class 36 contains 10145 members 
Mstep: Class 37 contains 306 members 
Mstep: Class 38 contains 98930 members 
Mstep: Class 39 contains 10785 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 8874 members 
Mstep: Class 42 contains 6089 members 
Mstep: Class 43 contains 2789 members 
Mstep: Class 44 contains 18847 members 
Mstep: Class 45 contains 3711 members 
Mstep: Class 46 contains 2895 members 
Mstep: Class 47 contains 198 members 
Mstep: Class 48 contains 7953 members 
Mstep: Class 49 contains 2731 members 
Mstep: Class 50 contains 2092 members 
Mstep: Class 51 contains 7161 members 
Mstep: Class 52 contains 5249 members 
Mstep: Class 53 contains 17483 members 
Mstep: Class 54 contains 40333 members 
Mstep: Class 55 contains 20674 members 
Mstep: Class 56 contains 1284 members 
Mstep: Class 57 contains 576 members 
Mstep: Class 58 contains 557 members 
Mstep: Class 59 contains 9420 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111153200.000000 Penalty: 125434.984375
Iteration 120F: 62 clusters Score -1.111532e+08 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 27425 members 
Mstep: Class 4 contains 44949 members 
Mstep: Class 5 contains 19949 members 
Mstep: Class 6 contains 11880 members 
Mstep: Class 7 contains 21839 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 22730 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 15880 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 25283 members 
Mstep: Class 15 contains 2014 members 
Mstep: Class 16 contains 18488 members 
Mstep: Class 17 contains 11176 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 11028 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 53868 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 66086 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7878 members 
Mstep: Class 29 contains 8183 members 
Mstep: Class 30 contains 9227 members 
Mstep: Class 31 contains 74266 members 
Mstep: Class 32 contains 68350 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 41022 members 
Mstep: Class 35 contains 10831 members 
Mstep: Class 36 contains 10182 members 
Mstep: Class 37 contains 309 members 
Mstep: Class 38 contains 98363 members 
Mstep: Class 39 contains 10780 members 
Mstep: Class 40 contains 3931 members 
Mstep: Class 41 contains 8755 members 
Mstep: Class 42 contains 6043 members 
Mstep: Class 43 contains 2795 members 
Mstep: Class 44 contains 18604 members 
Mstep: Class 45 contains 3722 members 
Mstep: Class 46 contains 2895 members 
Mstep: Class 47 contains 200 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2693 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7162 members 
Mstep: Class 52 contains 5268 members 
Mstep: Class 53 contains 17615 members 
Mstep: Class 54 contains 41414 members 
Mstep: Class 55 contains 21103 members 
Mstep: Class 56 contains 1407 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 559 members 
Mstep: Class 59 contains 9569 members 
Mstep: Class 60 contains 480 members 
Mstep: Class 61 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111155232.000000 Penalty: 125434.984375
Iteration 121Q: 62 clusters Score -1.111552e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 45038 members 
Mstep: Class 5 contains 19931 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 21874 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 10 contains 22770 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 25263 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 18490 members 
Mstep: Class 17 contains 11181 members 
Mstep: Class 18 contains 32137 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 11051 members 
Mstep: Class 21 contains 11299 members 
Mstep: Class 22 contains 16753 members 
Mstep: Class 23 contains 53772 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 66016 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 5549 members 
Mstep: Class 28 contains 7861 members 
Mstep: Class 29 contains 8163 members 
Mstep: Class 30 contains 9219 members 
Mstep: Class 31 contains 74177 members 
Mstep: Class 32 contains 68322 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 41015 members 
Mstep: Class 35 contains 10689 members 
Mstep: Class 36 contains 10216 members 
Mstep: Class 37 contains 308 members 
Mstep: Class 38 contains 97897 members 
Mstep: Class 39 contains 10774 members 
Mstep: Class 40 contains 3929 members 
Mstep: Class 41 contains 8688 members 
Mstep: Class 42 contains 6037 members 
Mstep: Class 43 contains 2800 members 
Mstep: Class 44 contains 18437 members 
Mstep: Class 45 contains 3726 members 
Mstep: Class 46 contains 2902 members 
Mstep: Class 47 contains 201 members 
Mstep: Class 48 contains 7953 members 
Mstep: Class 49 contains 2672 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 7157 members 
Mstep: Class 52 contains 5271 members 
Mstep: Class 53 contains 17644 members 
Mstep: Class 54 contains 42181 members 
Mstep: Class 55 contains 21289 members 
Mstep: Class 56 contains 1466 members 
Mstep: Class 57 contains 576 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9657 members 
Mstep: Class 60 contains 480 members 
Mstep: Class 61 contains 6119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111155696.000000 Penalty: 125434.984375
Iteration 122Q: 62 clusters Score -1.111557e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45127 members 
Mstep: Class 5 contains 19908 members 
Mstep: Class 6 contains 11889 members 
Mstep: Class 7 contains 21911 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 22839 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 15875 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 25240 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 18491 members 
Mstep: Class 17 contains 11190 members 
Mstep: Class 18 contains 32134 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 11080 members 
Mstep: Class 21 contains 11303 members 
Mstep: Class 22 contains 16535 members 
Mstep: Class 23 contains 53703 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65980 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 8139 members 
Mstep: Class 30 contains 9216 members 
Mstep: Class 31 contains 74023 members 
Mstep: Class 32 contains 68261 members 
Mstep: Class 33 contains 20402 members 
Mstep: Class 34 contains 41021 members 
Mstep: Class 35 contains 10627 members 
Mstep: Class 36 contains 10260 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 97513 members 
Mstep: Class 39 contains 10768 members 
Mstep: Class 40 contains 3929 members 
Mstep: Class 41 contains 8661 members 
Mstep: Class 42 contains 6021 members 
Mstep: Class 43 contains 2803 members 
Mstep: Class 44 contains 18290 members 
Mstep: Class 45 contains 3724 members 
Mstep: Class 46 contains 2914 members 
Mstep: Class 47 contains 202 members 
Mstep: Class 48 contains 7955 members 
Mstep: Class 49 contains 2663 members 
Mstep: Class 50 contains 2073 members 
Mstep: Class 51 contains 7153 members 
Mstep: Class 52 contains 5283 members 
Mstep: Class 53 contains 17671 members 
Mstep: Class 54 contains 42753 members 
Mstep: Class 55 contains 21384 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9722 members 
Mstep: Class 60 contains 478 members 
Mstep: Class 61 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111155872.000000 Penalty: 125434.984375
Iteration 123Q: 62 clusters Score -1.111559e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 8113 members 
Mstep: Class 3 contains 27440 members 
Mstep: Class 4 contains 45222 members 
Mstep: Class 5 contains 19898 members 
Mstep: Class 6 contains 11899 members 
Mstep: Class 7 contains 21933 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 22922 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 15877 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 25218 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 11185 members 
Mstep: Class 18 contains 32132 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 11304 members 
Mstep: Class 22 contains 16391 members 
Mstep: Class 23 contains 53636 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65937 members 
Mstep: Class 26 contains 4684 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 8113 members 
Mstep: Class 30 contains 9209 members 
Mstep: Class 31 contains 73862 members 
Mstep: Class 32 contains 68226 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 41025 members 
Mstep: Class 35 contains 10552 members 
Mstep: Class 36 contains 10292 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 97170 members 
Mstep: Class 39 contains 10756 members 
Mstep: Class 40 contains 3931 members 
Mstep: Class 41 contains 8631 members 
Mstep: Class 42 contains 6017 members 
Mstep: Class 43 contains 2807 members 
Mstep: Class 44 contains 18166 members 
Mstep: Class 45 contains 3731 members 
Mstep: Class 46 contains 2920 members 
Mstep: Class 47 contains 206 members 
Mstep: Class 48 contains 7953 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2078 members 
Mstep: Class 51 contains 7153 members 
Mstep: Class 52 contains 5309 members 
Mstep: Class 53 contains 17685 members 
Mstep: Class 54 contains 43268 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 1550 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9781 members 
Mstep: Class 60 contains 474 members 
Mstep: Class 61 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111156088.000000 Penalty: 125434.984375
Iteration 124Q: 62 clusters Score -1.111561e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8153 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 45323 members 
Mstep: Class 5 contains 19897 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 21955 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23010 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 12 contains 15878 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 25212 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 18499 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 32138 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 11135 members 
Mstep: Class 21 contains 11308 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 53581 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65901 members 
Mstep: Class 26 contains 4680 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 7841 members 
Mstep: Class 29 contains 8095 members 
Mstep: Class 30 contains 9206 members 
Mstep: Class 31 contains 73696 members 
Mstep: Class 32 contains 68187 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 41024 members 
Mstep: Class 35 contains 10480 members 
Mstep: Class 36 contains 10304 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 96885 members 
Mstep: Class 39 contains 10744 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 8607 members 
Mstep: Class 42 contains 6004 members 
Mstep: Class 43 contains 2813 members 
Mstep: Class 44 contains 18062 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 2932 members 
Mstep: Class 47 contains 209 members 
Mstep: Class 48 contains 7949 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2078 members 
Mstep: Class 51 contains 7147 members 
Mstep: Class 52 contains 5325 members 
Mstep: Class 53 contains 17691 members 
Mstep: Class 54 contains 43712 members 
Mstep: Class 55 contains 21458 members 
Mstep: Class 56 contains 1588 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9813 members 
Mstep: Class 60 contains 472 members 
Mstep: Class 61 contains 6160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111156888.000000 Penalty: 125434.984375
Iteration 125Q: 62 clusters Score -1.111569e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8186 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 45387 members 
Mstep: Class 5 contains 19893 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 21961 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23102 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 15880 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 25204 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 18499 members 
Mstep: Class 17 contains 11200 members 
Mstep: Class 18 contains 32146 members 
Mstep: Class 19 contains 6537 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 11312 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 53538 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65865 members 
Mstep: Class 26 contains 4674 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 8084 members 
Mstep: Class 30 contains 9195 members 
Mstep: Class 31 contains 73539 members 
Mstep: Class 32 contains 68132 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 41026 members 
Mstep: Class 35 contains 10406 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 96650 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 8579 members 
Mstep: Class 42 contains 6019 members 
Mstep: Class 43 contains 2820 members 
Mstep: Class 44 contains 18009 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 2940 members 
Mstep: Class 47 contains 215 members 
Mstep: Class 48 contains 7944 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 7146 members 
Mstep: Class 52 contains 5328 members 
Mstep: Class 53 contains 17694 members 
Mstep: Class 54 contains 44099 members 
Mstep: Class 55 contains 21467 members 
Mstep: Class 56 contains 1611 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9834 members 
Mstep: Class 60 contains 466 members 
Mstep: Class 61 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111157176.000000 Penalty: 125434.984375
Iteration 126Q: 62 clusters Score -1.111572e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8207 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45439 members 
Mstep: Class 5 contains 19899 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 21963 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 25213 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 32151 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 11184 members 
Mstep: Class 21 contains 11310 members 
Mstep: Class 22 contains 16210 members 
Mstep: Class 23 contains 53481 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65842 members 
Mstep: Class 26 contains 4670 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7839 members 
Mstep: Class 29 contains 8077 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 73384 members 
Mstep: Class 32 contains 68101 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 41024 members 
Mstep: Class 35 contains 10344 members 
Mstep: Class 36 contains 10351 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 96396 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 8546 members 
Mstep: Class 42 contains 6013 members 
Mstep: Class 43 contains 2829 members 
Mstep: Class 44 contains 17948 members 
Mstep: Class 45 contains 3718 members 
Mstep: Class 46 contains 2945 members 
Mstep: Class 47 contains 221 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2074 members 
Mstep: Class 51 contains 7143 members 
Mstep: Class 52 contains 5353 members 
Mstep: Class 53 contains 17693 members 
Mstep: Class 54 contains 44449 members 
Mstep: Class 55 contains 21477 members 
Mstep: Class 56 contains 1636 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9853 members 
Mstep: Class 60 contains 460 members 
Mstep: Class 61 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111157488.000000 Penalty: 125434.984375
Iteration 127Q: 62 clusters Score -1.111575e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 8223 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 45477 members 
Mstep: Class 5 contains 19904 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23328 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 25220 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 11219 members 
Mstep: Class 18 contains 32164 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 11202 members 
Mstep: Class 21 contains 11314 members 
Mstep: Class 22 contains 16182 members 
Mstep: Class 23 contains 53443 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65810 members 
Mstep: Class 26 contains 4667 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 7842 members 
Mstep: Class 29 contains 8070 members 
Mstep: Class 30 contains 9186 members 
Mstep: Class 31 contains 73240 members 
Mstep: Class 32 contains 68068 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 41021 members 
Mstep: Class 35 contains 10281 members 
Mstep: Class 36 contains 10375 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 96193 members 
Mstep: Class 39 contains 10714 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8515 members 
Mstep: Class 42 contains 6017 members 
Mstep: Class 43 contains 2832 members 
Mstep: Class 44 contains 17922 members 
Mstep: Class 45 contains 3712 members 
Mstep: Class 46 contains 2948 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 7141 members 
Mstep: Class 52 contains 5377 members 
Mstep: Class 53 contains 17692 members 
Mstep: Class 54 contains 44729 members 
Mstep: Class 55 contains 21481 members 
Mstep: Class 56 contains 1649 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9871 members 
Mstep: Class 60 contains 453 members 
Mstep: Class 61 contains 6165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111157952.000000 Penalty: 125434.984375
Iteration 128Q: 62 clusters Score -1.11158e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 45500 members 
Mstep: Class 5 contains 19912 members 
Mstep: Class 6 contains 11906 members 
Mstep: Class 7 contains 21966 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23433 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 15886 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 25223 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 32170 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 11218 members 
Mstep: Class 21 contains 11317 members 
Mstep: Class 22 contains 16167 members 
Mstep: Class 23 contains 53413 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65795 members 
Mstep: Class 26 contains 4665 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8065 members 
Mstep: Class 30 contains 9185 members 
Mstep: Class 31 contains 73125 members 
Mstep: Class 32 contains 68030 members 
Mstep: Class 33 contains 20413 members 
Mstep: Class 34 contains 41012 members 
Mstep: Class 35 contains 10212 members 
Mstep: Class 36 contains 10398 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 96024 members 
Mstep: Class 39 contains 10701 members 
Mstep: Class 40 contains 3926 members 
Mstep: Class 41 contains 8491 members 
Mstep: Class 42 contains 6013 members 
Mstep: Class 43 contains 2835 members 
Mstep: Class 44 contains 17891 members 
Mstep: Class 45 contains 3704 members 
Mstep: Class 46 contains 2947 members 
Mstep: Class 47 contains 234 members 
Mstep: Class 48 contains 7938 members 
Mstep: Class 49 contains 2655 members 
Mstep: Class 50 contains 2078 members 
Mstep: Class 51 contains 7135 members 
Mstep: Class 52 contains 5386 members 
Mstep: Class 53 contains 17692 members 
Mstep: Class 54 contains 44980 members 
Mstep: Class 55 contains 21483 members 
Mstep: Class 56 contains 1667 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9883 members 
Mstep: Class 60 contains 449 members 
Mstep: Class 61 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158792.000000 Penalty: 125434.984375
Iteration 129Q: 62 clusters Score -1.111588e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 27438 members 
Mstep: Class 4 contains 45536 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11902 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23526 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 15886 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 25227 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 11245 members 
Mstep: Class 18 contains 32181 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 11243 members 
Mstep: Class 21 contains 11323 members 
Mstep: Class 22 contains 16137 members 
Mstep: Class 23 contains 53381 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65792 members 
Mstep: Class 26 contains 4660 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8054 members 
Mstep: Class 30 contains 9184 members 
Mstep: Class 31 contains 72981 members 
Mstep: Class 32 contains 68010 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 41004 members 
Mstep: Class 35 contains 10160 members 
Mstep: Class 36 contains 10409 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95848 members 
Mstep: Class 39 contains 10695 members 
Mstep: Class 40 contains 3926 members 
Mstep: Class 41 contains 8470 members 
Mstep: Class 42 contains 6014 members 
Mstep: Class 43 contains 2838 members 
Mstep: Class 44 contains 17879 members 
Mstep: Class 45 contains 3703 members 
Mstep: Class 46 contains 2950 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7939 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7131 members 
Mstep: Class 52 contains 5402 members 
Mstep: Class 53 contains 17693 members 
Mstep: Class 54 contains 45206 members 
Mstep: Class 55 contains 21484 members 
Mstep: Class 56 contains 1678 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9902 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159000.000000 Penalty: 125434.984375
Iteration 130Q: 62 clusters Score -1.11159e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 8251 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 45556 members 
Mstep: Class 5 contains 19960 members 
Mstep: Class 6 contains 11895 members 
Mstep: Class 7 contains 21969 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23611 members 
Mstep: Class 11 contains 5958 members 
Mstep: Class 12 contains 15885 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 25231 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 11268 members 
Mstep: Class 18 contains 32197 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11255 members 
Mstep: Class 21 contains 11329 members 
Mstep: Class 22 contains 16109 members 
Mstep: Class 23 contains 53367 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65782 members 
Mstep: Class 26 contains 4658 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 8050 members 
Mstep: Class 30 contains 9182 members 
Mstep: Class 31 contains 72832 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 40988 members 
Mstep: Class 35 contains 10091 members 
Mstep: Class 36 contains 10419 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95685 members 
Mstep: Class 39 contains 10689 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8455 members 
Mstep: Class 42 contains 6012 members 
Mstep: Class 43 contains 2840 members 
Mstep: Class 44 contains 17880 members 
Mstep: Class 45 contains 3698 members 
Mstep: Class 46 contains 2947 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2082 members 
Mstep: Class 51 contains 7125 members 
Mstep: Class 52 contains 5423 members 
Mstep: Class 53 contains 17693 members 
Mstep: Class 54 contains 45451 members 
Mstep: Class 55 contains 21487 members 
Mstep: Class 56 contains 1691 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9908 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159200.000000 Penalty: 125434.984375
Iteration 131Q: 62 clusters Score -1.111592e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45576 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 11886 members 
Mstep: Class 7 contains 21971 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23696 members 
Mstep: Class 11 contains 5962 members 
Mstep: Class 12 contains 15884 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 25235 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11285 members 
Mstep: Class 18 contains 32206 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11268 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 16074 members 
Mstep: Class 23 contains 53347 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65764 members 
Mstep: Class 26 contains 4657 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 7842 members 
Mstep: Class 29 contains 8044 members 
Mstep: Class 30 contains 9177 members 
Mstep: Class 31 contains 72664 members 
Mstep: Class 32 contains 67974 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40978 members 
Mstep: Class 35 contains 10047 members 
Mstep: Class 36 contains 10429 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95546 members 
Mstep: Class 39 contains 10679 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 8450 members 
Mstep: Class 42 contains 6014 members 
Mstep: Class 43 contains 2843 members 
Mstep: Class 44 contains 17880 members 
Mstep: Class 45 contains 3692 members 
Mstep: Class 46 contains 2946 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7944 members 
Mstep: Class 49 contains 2662 members 
Mstep: Class 50 contains 2082 members 
Mstep: Class 51 contains 7120 members 
Mstep: Class 52 contains 5452 members 
Mstep: Class 53 contains 17693 members 
Mstep: Class 54 contains 45675 members 
Mstep: Class 55 contains 21489 members 
Mstep: Class 56 contains 1700 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9918 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159456.000000 Penalty: 125434.984375
Iteration 132Q: 62 clusters Score -1.111595e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45591 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 6 contains 11886 members 
Mstep: Class 7 contains 21972 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23790 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 12 contains 15885 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 32212 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 11274 members 
Mstep: Class 21 contains 11333 members 
Mstep: Class 22 contains 16052 members 
Mstep: Class 23 contains 53323 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65756 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 7843 members 
Mstep: Class 29 contains 8043 members 
Mstep: Class 30 contains 9177 members 
Mstep: Class 31 contains 72519 members 
Mstep: Class 32 contains 67961 members 
Mstep: Class 33 contains 20400 members 
Mstep: Class 34 contains 40969 members 
Mstep: Class 35 contains 10022 members 
Mstep: Class 36 contains 10445 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95397 members 
Mstep: Class 39 contains 10669 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8444 members 
Mstep: Class 42 contains 6023 members 
Mstep: Class 43 contains 2844 members 
Mstep: Class 44 contains 17879 members 
Mstep: Class 45 contains 3687 members 
Mstep: Class 46 contains 2945 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7947 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2082 members 
Mstep: Class 51 contains 7119 members 
Mstep: Class 52 contains 5468 members 
Mstep: Class 53 contains 17693 members 
Mstep: Class 54 contains 45872 members 
Mstep: Class 55 contains 21490 members 
Mstep: Class 56 contains 1703 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9927 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159392.000000 Penalty: 125434.984375
Iteration 133Q: 62 clusters Score -1.111594e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 45613 members 
Mstep: Class 5 contains 20007 members 
Mstep: Class 6 contains 11887 members 
Mstep: Class 7 contains 21973 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 5972 members 
Mstep: Class 12 contains 15886 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11299 members 
Mstep: Class 18 contains 32220 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11281 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 16028 members 
Mstep: Class 23 contains 53308 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65751 members 
Mstep: Class 26 contains 4652 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7842 members 
Mstep: Class 29 contains 8041 members 
Mstep: Class 30 contains 9173 members 
Mstep: Class 31 contains 72384 members 
Mstep: Class 32 contains 67952 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40968 members 
Mstep: Class 35 contains 9983 members 
Mstep: Class 36 contains 10450 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95274 members 
Mstep: Class 39 contains 10657 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 8447 members 
Mstep: Class 42 contains 6024 members 
Mstep: Class 43 contains 2846 members 
Mstep: Class 44 contains 17862 members 
Mstep: Class 45 contains 3683 members 
Mstep: Class 46 contains 2948 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7949 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2082 members 
Mstep: Class 51 contains 7117 members 
Mstep: Class 52 contains 5483 members 
Mstep: Class 53 contains 17695 members 
Mstep: Class 54 contains 46052 members 
Mstep: Class 55 contains 21491 members 
Mstep: Class 56 contains 1708 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9925 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159272.000000 Penalty: 125434.984375
Iteration 134Q: 62 clusters Score -1.111593e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 45629 members 
Mstep: Class 5 contains 20009 members 
Mstep: Class 6 contains 11891 members 
Mstep: Class 7 contains 21975 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 23972 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 15886 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 32225 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11292 members 
Mstep: Class 21 contains 11342 members 
Mstep: Class 22 contains 16017 members 
Mstep: Class 23 contains 53287 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65743 members 
Mstep: Class 26 contains 4652 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7843 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 72229 members 
Mstep: Class 32 contains 67935 members 
Mstep: Class 33 contains 20413 members 
Mstep: Class 34 contains 40970 members 
Mstep: Class 35 contains 9967 members 
Mstep: Class 36 contains 10452 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95157 members 
Mstep: Class 39 contains 10650 members 
Mstep: Class 40 contains 3922 members 
Mstep: Class 41 contains 8448 members 
Mstep: Class 42 contains 6025 members 
Mstep: Class 43 contains 2848 members 
Mstep: Class 44 contains 17839 members 
Mstep: Class 45 contains 3678 members 
Mstep: Class 46 contains 2950 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7949 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7117 members 
Mstep: Class 52 contains 5497 members 
Mstep: Class 53 contains 17696 members 
Mstep: Class 54 contains 46218 members 
Mstep: Class 55 contains 21493 members 
Mstep: Class 56 contains 1716 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9924 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159416.000000 Penalty: 125434.984375
Iteration 135Q: 62 clusters Score -1.111594e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 45652 members 
Mstep: Class 5 contains 20019 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 21975 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 24049 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 15887 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 32231 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11302 members 
Mstep: Class 21 contains 11344 members 
Mstep: Class 22 contains 16012 members 
Mstep: Class 23 contains 53263 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65723 members 
Mstep: Class 26 contains 4649 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 72075 members 
Mstep: Class 32 contains 67923 members 
Mstep: Class 33 contains 20421 members 
Mstep: Class 34 contains 40966 members 
Mstep: Class 35 contains 9976 members 
Mstep: Class 36 contains 10457 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 95059 members 
Mstep: Class 39 contains 10641 members 
Mstep: Class 40 contains 3922 members 
Mstep: Class 41 contains 8449 members 
Mstep: Class 42 contains 6025 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 17824 members 
Mstep: Class 45 contains 3672 members 
Mstep: Class 46 contains 2952 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7950 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7116 members 
Mstep: Class 52 contains 5513 members 
Mstep: Class 53 contains 17696 members 
Mstep: Class 54 contains 46356 members 
Mstep: Class 55 contains 21493 members 
Mstep: Class 56 contains 1726 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9924 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159712.000000 Penalty: 125434.984375
Iteration 136Q: 62 clusters Score -1.111597e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8267 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 45665 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 11894 members 
Mstep: Class 7 contains 21975 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 24102 members 
Mstep: Class 11 contains 5982 members 
Mstep: Class 12 contains 15887 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 32235 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 16001 members 
Mstep: Class 23 contains 53247 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65704 members 
Mstep: Class 26 contains 4648 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 71925 members 
Mstep: Class 32 contains 67925 members 
Mstep: Class 33 contains 20426 members 
Mstep: Class 34 contains 40960 members 
Mstep: Class 35 contains 9981 members 
Mstep: Class 36 contains 10466 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 94963 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 3922 members 
Mstep: Class 41 contains 8448 members 
Mstep: Class 42 contains 6023 members 
Mstep: Class 43 contains 2849 members 
Mstep: Class 44 contains 17813 members 
Mstep: Class 45 contains 3666 members 
Mstep: Class 46 contains 2954 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7113 members 
Mstep: Class 52 contains 5534 members 
Mstep: Class 53 contains 17696 members 
Mstep: Class 54 contains 46508 members 
Mstep: Class 55 contains 21493 members 
Mstep: Class 56 contains 1731 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159600.000000 Penalty: 125434.984375
Iteration 137Q: 62 clusters Score -1.111596e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 45681 members 
Mstep: Class 5 contains 20020 members 
Mstep: Class 6 contains 11898 members 
Mstep: Class 7 contains 21976 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 24156 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 32240 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 11324 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 15988 members 
Mstep: Class 23 contains 53226 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65694 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 71785 members 
Mstep: Class 32 contains 67925 members 
Mstep: Class 33 contains 20432 members 
Mstep: Class 34 contains 40957 members 
Mstep: Class 35 contains 9994 members 
Mstep: Class 36 contains 10479 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 94875 members 
Mstep: Class 39 contains 10628 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8447 members 
Mstep: Class 42 contains 6019 members 
Mstep: Class 43 contains 2853 members 
Mstep: Class 44 contains 17806 members 
Mstep: Class 45 contains 3662 members 
Mstep: Class 46 contains 2953 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7109 members 
Mstep: Class 52 contains 5548 members 
Mstep: Class 53 contains 17696 members 
Mstep: Class 54 contains 46641 members 
Mstep: Class 55 contains 21495 members 
Mstep: Class 56 contains 1736 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159664.000000 Penalty: 125434.984375
Iteration 138Q: 62 clusters Score -1.111597e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45704 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 11900 members 
Mstep: Class 7 contains 21976 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 24206 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 32243 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 11333 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 15982 members 
Mstep: Class 23 contains 53213 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65683 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 7857 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9160 members 
Mstep: Class 31 contains 71659 members 
Mstep: Class 32 contains 67929 members 
Mstep: Class 33 contains 20430 members 
Mstep: Class 34 contains 40954 members 
Mstep: Class 35 contains 9984 members 
Mstep: Class 36 contains 10486 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 94793 members 
Mstep: Class 39 contains 10623 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8447 members 
Mstep: Class 42 contains 6018 members 
Mstep: Class 43 contains 2853 members 
Mstep: Class 44 contains 17795 members 
Mstep: Class 45 contains 3658 members 
Mstep: Class 46 contains 2952 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7951 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7101 members 
Mstep: Class 52 contains 5564 members 
Mstep: Class 53 contains 17696 members 
Mstep: Class 54 contains 46781 members 
Mstep: Class 55 contains 21497 members 
Mstep: Class 56 contains 1741 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159848.000000 Penalty: 125434.984375
Iteration 139Q: 62 clusters Score -1.111598e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8269 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45714 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 21979 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 11 contains 5984 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11379 members 
Mstep: Class 18 contains 32246 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 11338 members 
Mstep: Class 21 contains 11346 members 
Mstep: Class 22 contains 15980 members 
Mstep: Class 23 contains 53198 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65669 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 71520 members 
Mstep: Class 32 contains 67935 members 
Mstep: Class 33 contains 20425 members 
Mstep: Class 34 contains 40950 members 
Mstep: Class 35 contains 9981 members 
Mstep: Class 36 contains 10492 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 94699 members 
Mstep: Class 39 contains 10617 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8448 members 
Mstep: Class 42 contains 6017 members 
Mstep: Class 43 contains 2854 members 
Mstep: Class 44 contains 17794 members 
Mstep: Class 45 contains 3657 members 
Mstep: Class 46 contains 2953 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7099 members 
Mstep: Class 52 contains 5579 members 
Mstep: Class 53 contains 17697 members 
Mstep: Class 54 contains 46916 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1746 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9925 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159928.000000 Penalty: 125434.984375
Iteration 140F: 62 clusters Score -1.111599e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45724 members 
Mstep: Class 5 contains 20015 members 
Mstep: Class 6 contains 11903 members 
Mstep: Class 7 contains 21983 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 24320 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 15887 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11397 members 
Mstep: Class 18 contains 32246 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 11344 members 
Mstep: Class 21 contains 11339 members 
Mstep: Class 22 contains 15981 members 
Mstep: Class 23 contains 53183 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65662 members 
Mstep: Class 26 contains 4642 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7857 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9160 members 
Mstep: Class 31 contains 71416 members 
Mstep: Class 32 contains 67938 members 
Mstep: Class 33 contains 20423 members 
Mstep: Class 34 contains 40949 members 
Mstep: Class 35 contains 9953 members 
Mstep: Class 36 contains 10499 members 
Mstep: Class 37 contains 313 members 
Mstep: Class 38 contains 94616 members 
Mstep: Class 39 contains 10611 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8447 members 
Mstep: Class 42 contains 6017 members 
Mstep: Class 43 contains 2855 members 
Mstep: Class 44 contains 17791 members 
Mstep: Class 45 contains 3654 members 
Mstep: Class 46 contains 2956 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2084 members 
Mstep: Class 51 contains 7097 members 
Mstep: Class 52 contains 5586 members 
Mstep: Class 53 contains 17697 members 
Mstep: Class 54 contains 47045 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1751 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9925 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159928.000000 Penalty: 125434.984375
Iteration 141Q: 62 clusters Score -1.111599e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45735 members 
Mstep: Class 5 contains 20012 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 21983 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 24382 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 15887 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11413 members 
Mstep: Class 18 contains 32250 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 11351 members 
Mstep: Class 21 contains 11336 members 
Mstep: Class 22 contains 15981 members 
Mstep: Class 23 contains 53171 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65654 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 71301 members 
Mstep: Class 32 contains 67943 members 
Mstep: Class 33 contains 20419 members 
Mstep: Class 34 contains 40948 members 
Mstep: Class 35 contains 9934 members 
Mstep: Class 36 contains 10505 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 94539 members 
Mstep: Class 39 contains 10609 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6018 members 
Mstep: Class 43 contains 2855 members 
Mstep: Class 44 contains 17776 members 
Mstep: Class 45 contains 3651 members 
Mstep: Class 46 contains 2959 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2084 members 
Mstep: Class 51 contains 7095 members 
Mstep: Class 52 contains 5599 members 
Mstep: Class 53 contains 17697 members 
Mstep: Class 54 contains 47157 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1760 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9925 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159800.000000 Penalty: 125434.984375
Iteration 142Q: 62 clusters Score -1.111598e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45750 members 
Mstep: Class 5 contains 20005 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 21984 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 24429 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11433 members 
Mstep: Class 18 contains 32254 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 11354 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 15981 members 
Mstep: Class 23 contains 53159 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65654 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7851 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 71199 members 
Mstep: Class 32 contains 67941 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 40945 members 
Mstep: Class 35 contains 9914 members 
Mstep: Class 36 contains 10518 members 
Mstep: Class 37 contains 316 members 
Mstep: Class 38 contains 94476 members 
Mstep: Class 39 contains 10601 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8445 members 
Mstep: Class 42 contains 6021 members 
Mstep: Class 43 contains 2855 members 
Mstep: Class 44 contains 17764 members 
Mstep: Class 45 contains 3642 members 
Mstep: Class 46 contains 2962 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7953 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2085 members 
Mstep: Class 51 contains 7090 members 
Mstep: Class 52 contains 5608 members 
Mstep: Class 53 contains 17697 members 
Mstep: Class 54 contains 47258 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1770 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9925 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159832.000000 Penalty: 125434.984375
Iteration 143Q: 62 clusters Score -1.111598e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45763 members 
Mstep: Class 5 contains 20005 members 
Mstep: Class 6 contains 11913 members 
Mstep: Class 7 contains 21984 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24468 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11455 members 
Mstep: Class 18 contains 32260 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 11358 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 15983 members 
Mstep: Class 23 contains 53143 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65653 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 71103 members 
Mstep: Class 32 contains 67947 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 40940 members 
Mstep: Class 35 contains 9875 members 
Mstep: Class 36 contains 10535 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94421 members 
Mstep: Class 39 contains 10596 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8444 members 
Mstep: Class 42 contains 6025 members 
Mstep: Class 43 contains 2855 members 
Mstep: Class 44 contains 17765 members 
Mstep: Class 45 contains 3633 members 
Mstep: Class 46 contains 2963 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7953 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7084 members 
Mstep: Class 52 contains 5619 members 
Mstep: Class 53 contains 17697 members 
Mstep: Class 54 contains 47349 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1778 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159912.000000 Penalty: 125434.984375
Iteration 144Q: 62 clusters Score -1.111599e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45780 members 
Mstep: Class 5 contains 20000 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 21983 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24502 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 15889 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11486 members 
Mstep: Class 18 contains 32265 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11360 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 15979 members 
Mstep: Class 23 contains 53140 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65651 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7852 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 70992 members 
Mstep: Class 32 contains 67950 members 
Mstep: Class 33 contains 20412 members 
Mstep: Class 34 contains 40936 members 
Mstep: Class 35 contains 9835 members 
Mstep: Class 36 contains 10545 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94373 members 
Mstep: Class 39 contains 10591 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8445 members 
Mstep: Class 42 contains 6028 members 
Mstep: Class 43 contains 2855 members 
Mstep: Class 44 contains 17766 members 
Mstep: Class 45 contains 3627 members 
Mstep: Class 46 contains 2962 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7955 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7080 members 
Mstep: Class 52 contains 5628 members 
Mstep: Class 53 contains 17697 members 
Mstep: Class 54 contains 47452 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160136.000000 Penalty: 125434.984375
Iteration 145Q: 62 clusters Score -1.111601e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45789 members 
Mstep: Class 5 contains 19992 members 
Mstep: Class 6 contains 11922 members 
Mstep: Class 7 contains 21985 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24535 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11506 members 
Mstep: Class 18 contains 32271 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11362 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 15977 members 
Mstep: Class 23 contains 53134 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65652 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9155 members 
Mstep: Class 31 contains 70882 members 
Mstep: Class 32 contains 67957 members 
Mstep: Class 33 contains 20413 members 
Mstep: Class 34 contains 40933 members 
Mstep: Class 35 contains 9829 members 
Mstep: Class 36 contains 10551 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94312 members 
Mstep: Class 39 contains 10585 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6031 members 
Mstep: Class 43 contains 2855 members 
Mstep: Class 44 contains 17766 members 
Mstep: Class 45 contains 3624 members 
Mstep: Class 46 contains 2962 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7959 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7071 members 
Mstep: Class 52 contains 5638 members 
Mstep: Class 53 contains 17698 members 
Mstep: Class 54 contains 47553 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1794 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159928.000000 Penalty: 125434.984375
Iteration 146Q: 62 clusters Score -1.111599e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27432 members 
Mstep: Class 4 contains 45800 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 21986 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11520 members 
Mstep: Class 18 contains 32278 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11368 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 15980 members 
Mstep: Class 23 contains 53124 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65659 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 70768 members 
Mstep: Class 32 contains 67967 members 
Mstep: Class 33 contains 20411 members 
Mstep: Class 34 contains 40932 members 
Mstep: Class 35 contains 9815 members 
Mstep: Class 36 contains 10563 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94245 members 
Mstep: Class 39 contains 10580 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6028 members 
Mstep: Class 43 contains 2857 members 
Mstep: Class 44 contains 17766 members 
Mstep: Class 45 contains 3620 members 
Mstep: Class 46 contains 2963 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7961 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7063 members 
Mstep: Class 52 contains 5644 members 
Mstep: Class 53 contains 17698 members 
Mstep: Class 54 contains 47671 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1802 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160008.000000 Penalty: 125434.984375
Iteration 147Q: 62 clusters Score -1.1116e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45797 members 
Mstep: Class 5 contains 19978 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 21985 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24589 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11530 members 
Mstep: Class 18 contains 32284 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11371 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 15981 members 
Mstep: Class 23 contains 53120 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65659 members 
Mstep: Class 26 contains 4631 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7852 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 70665 members 
Mstep: Class 32 contains 67976 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40930 members 
Mstep: Class 35 contains 9804 members 
Mstep: Class 36 contains 10573 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94209 members 
Mstep: Class 39 contains 10574 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6028 members 
Mstep: Class 43 contains 2860 members 
Mstep: Class 44 contains 17769 members 
Mstep: Class 45 contains 3620 members 
Mstep: Class 46 contains 2965 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7960 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7056 members 
Mstep: Class 52 contains 5662 members 
Mstep: Class 53 contains 17699 members 
Mstep: Class 54 contains 47755 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1812 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160072.000000 Penalty: 125434.984375
Iteration 148Q: 62 clusters Score -1.111601e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45803 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 21988 members 
Mstep: Class 8 contains 14269 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 32288 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11374 members 
Mstep: Class 21 contains 11339 members 
Mstep: Class 22 contains 15979 members 
Mstep: Class 23 contains 53115 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65663 members 
Mstep: Class 26 contains 4629 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 70575 members 
Mstep: Class 32 contains 67986 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 40929 members 
Mstep: Class 35 contains 9795 members 
Mstep: Class 36 contains 10578 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94163 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6026 members 
Mstep: Class 43 contains 2863 members 
Mstep: Class 44 contains 17771 members 
Mstep: Class 45 contains 3619 members 
Mstep: Class 46 contains 2967 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7960 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7051 members 
Mstep: Class 52 contains 5672 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 47824 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1822 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160128.000000 Penalty: 125434.984375
Iteration 149Q: 62 clusters Score -1.111601e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45814 members 
Mstep: Class 5 contains 19960 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 21991 members 
Mstep: Class 8 contains 14269 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11551 members 
Mstep: Class 18 contains 32294 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 11377 members 
Mstep: Class 21 contains 11339 members 
Mstep: Class 22 contains 15977 members 
Mstep: Class 23 contains 53108 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65660 members 
Mstep: Class 26 contains 4628 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7843 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 70496 members 
Mstep: Class 32 contains 67987 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 40929 members 
Mstep: Class 35 contains 9783 members 
Mstep: Class 36 contains 10586 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94120 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6020 members 
Mstep: Class 43 contains 2865 members 
Mstep: Class 44 contains 17771 members 
Mstep: Class 45 contains 3618 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7959 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 7045 members 
Mstep: Class 52 contains 5683 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 47891 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1836 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160168.000000 Penalty: 125434.984375
Iteration 150Q: 62 clusters Score -1.111602e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45822 members 
Mstep: Class 5 contains 19956 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 21994 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24681 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11557 members 
Mstep: Class 18 contains 32298 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 11380 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 15970 members 
Mstep: Class 23 contains 53098 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65657 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7843 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 70437 members 
Mstep: Class 32 contains 67980 members 
Mstep: Class 33 contains 20394 members 
Mstep: Class 34 contains 40928 members 
Mstep: Class 35 contains 9773 members 
Mstep: Class 36 contains 10590 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94083 members 
Mstep: Class 39 contains 10572 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6010 members 
Mstep: Class 43 contains 2868 members 
Mstep: Class 44 contains 17776 members 
Mstep: Class 45 contains 3618 members 
Mstep: Class 46 contains 2969 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7958 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2085 members 
Mstep: Class 51 contains 7043 members 
Mstep: Class 52 contains 5688 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 47959 members 
Mstep: Class 55 contains 21498 members 
Mstep: Class 56 contains 1856 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9927 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160088.000000 Penalty: 125434.984375
Iteration 151Q: 62 clusters Score -1.111601e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 21997 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24700 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11559 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 11381 members 
Mstep: Class 21 contains 11340 members 
Mstep: Class 22 contains 15964 members 
Mstep: Class 23 contains 53093 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65654 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7841 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 70375 members 
Mstep: Class 32 contains 67977 members 
Mstep: Class 33 contains 20391 members 
Mstep: Class 34 contains 40928 members 
Mstep: Class 35 contains 9757 members 
Mstep: Class 36 contains 10592 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94060 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6003 members 
Mstep: Class 43 contains 2870 members 
Mstep: Class 44 contains 17778 members 
Mstep: Class 45 contains 3617 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7958 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2085 members 
Mstep: Class 51 contains 7038 members 
Mstep: Class 52 contains 5692 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48031 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1879 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160184.000000 Penalty: 125434.984375
Iteration 152Q: 62 clusters Score -1.111602e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 45828 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 11916 members 
Mstep: Class 7 contains 21999 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24723 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11563 members 
Mstep: Class 18 contains 32308 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11384 members 
Mstep: Class 21 contains 11343 members 
Mstep: Class 22 contains 15958 members 
Mstep: Class 23 contains 53087 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65658 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7845 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9153 members 
Mstep: Class 31 contains 70307 members 
Mstep: Class 32 contains 67977 members 
Mstep: Class 33 contains 20393 members 
Mstep: Class 34 contains 40927 members 
Mstep: Class 35 contains 9743 members 
Mstep: Class 36 contains 10599 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 94019 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 5985 members 
Mstep: Class 43 contains 2873 members 
Mstep: Class 44 contains 17780 members 
Mstep: Class 45 contains 3616 members 
Mstep: Class 46 contains 2971 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7957 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2085 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 5695 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48108 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1908 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160392.000000 Penalty: 125434.984375
Iteration 153Q: 62 clusters Score -1.111604e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45827 members 
Mstep: Class 5 contains 19932 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 22001 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24748 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 32307 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11385 members 
Mstep: Class 21 contains 11344 members 
Mstep: Class 22 contains 15952 members 
Mstep: Class 23 contains 53081 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65658 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9153 members 
Mstep: Class 31 contains 70246 members 
Mstep: Class 32 contains 67978 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 40927 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 10601 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93975 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 5976 members 
Mstep: Class 43 contains 2875 members 
Mstep: Class 44 contains 17786 members 
Mstep: Class 45 contains 3614 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7955 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2085 members 
Mstep: Class 51 contains 7033 members 
Mstep: Class 52 contains 5698 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48189 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1931 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160608.000000 Penalty: 125434.984375
Iteration 154Q: 62 clusters Score -1.111606e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45829 members 
Mstep: Class 5 contains 19929 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24771 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11576 members 
Mstep: Class 18 contains 32308 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11391 members 
Mstep: Class 21 contains 11344 members 
Mstep: Class 22 contains 15942 members 
Mstep: Class 23 contains 53072 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65659 members 
Mstep: Class 26 contains 4621 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9154 members 
Mstep: Class 31 contains 70176 members 
Mstep: Class 32 contains 67978 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 40926 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 10603 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93940 members 
Mstep: Class 39 contains 10561 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 5981 members 
Mstep: Class 43 contains 2877 members 
Mstep: Class 44 contains 17792 members 
Mstep: Class 45 contains 3611 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7950 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2085 members 
Mstep: Class 51 contains 7030 members 
Mstep: Class 52 contains 5700 members 
Mstep: Class 53 contains 17701 members 
Mstep: Class 54 contains 48259 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1942 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160504.000000 Penalty: 125434.984375
Iteration 155Q: 62 clusters Score -1.111605e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 19924 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24799 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 32309 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11390 members 
Mstep: Class 21 contains 11347 members 
Mstep: Class 22 contains 15935 members 
Mstep: Class 23 contains 53067 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65659 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9153 members 
Mstep: Class 31 contains 70106 members 
Mstep: Class 32 contains 67978 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 40927 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 10605 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93897 members 
Mstep: Class 39 contains 10558 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 5999 members 
Mstep: Class 43 contains 2879 members 
Mstep: Class 44 contains 17793 members 
Mstep: Class 45 contains 3607 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7945 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2083 members 
Mstep: Class 51 contains 7029 members 
Mstep: Class 52 contains 5699 members 
Mstep: Class 53 contains 17701 members 
Mstep: Class 54 contains 48341 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1954 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160536.000000 Penalty: 125434.984375
Iteration 156Q: 62 clusters Score -1.111605e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45833 members 
Mstep: Class 5 contains 19921 members 
Mstep: Class 6 contains 11908 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24825 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11586 members 
Mstep: Class 18 contains 32310 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11391 members 
Mstep: Class 21 contains 11351 members 
Mstep: Class 22 contains 15932 members 
Mstep: Class 23 contains 53061 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65662 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 70029 members 
Mstep: Class 32 contains 67983 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 40924 members 
Mstep: Class 35 contains 9706 members 
Mstep: Class 36 contains 10605 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93862 members 
Mstep: Class 39 contains 10552 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6011 members 
Mstep: Class 43 contains 2881 members 
Mstep: Class 44 contains 17800 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7941 members 
Mstep: Class 49 contains 2661 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7029 members 
Mstep: Class 52 contains 5703 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48418 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1968 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160504.000000 Penalty: 125434.984375
Iteration 157Q: 62 clusters Score -1.111605e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 11909 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 24857 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 32311 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11394 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 15931 members 
Mstep: Class 23 contains 53052 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65664 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8035 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 69952 members 
Mstep: Class 32 contains 67984 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 9697 members 
Mstep: Class 36 contains 10604 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93811 members 
Mstep: Class 39 contains 10548 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6016 members 
Mstep: Class 43 contains 2881 members 
Mstep: Class 44 contains 17805 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7029 members 
Mstep: Class 52 contains 5706 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48498 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1983 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160432.000000 Penalty: 125434.984375
Iteration 158Q: 62 clusters Score -1.111604e+08 nChanged 306
Entering ConstructFrom: 
Score: -111160432.000000 Penalty: 125434.984375
Entering ConstructFrom: 
Trying to split cluster 1 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -1319638.500000 Penalty: 1394.925415
	Iteration 0F: 2 clusters Score -1319638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1311795.125000 Penalty: 2789.850830
	Iteration 0F: 3 clusters Score -1311795 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1314509.500000 Penalty: 2789.850830
	Iteration 1F: 3 clusters Score -1314510 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1314814.750000 Penalty: 2789.850830
	Iteration 2F: 3 clusters Score -1314815 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1315027.625000 Penalty: 2789.850830
	Iteration 3Q: 3 clusters Score -1315028 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1315231.125000 Penalty: 2789.850830
	Iteration 4Q: 3 clusters Score -1315231 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1315424.875000 Penalty: 2789.850830
	Iteration 5Q: 3 clusters Score -1315425 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1315647.500000 Penalty: 2789.850830
	Iteration 6Q: 3 clusters Score -1315648 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1315902.125000 Penalty: 2789.850830
	Iteration 7Q: 3 clusters Score -1315902 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1316216.375000 Penalty: 2789.850830
	Iteration 8Q: 3 clusters Score -1316216 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1316525.750000 Penalty: 2789.850830
	Iteration 9Q: 3 clusters Score -1316526 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1316788.125000 Penalty: 2789.850830
	Iteration 10Q: 3 clusters Score -1316788 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1317008.250000 Penalty: 2789.850830
	Iteration 11Q: 3 clusters Score -1317008 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1317181.250000 Penalty: 2789.850830
	Iteration 12Q: 3 clusters Score -1317181 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1317322.250000 Penalty: 2789.850830
	Iteration 13Q: 3 clusters Score -1317322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1317437.500000 Penalty: 2789.850830
	Iteration 14Q: 3 clusters Score -1317438 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1317554.875000 Penalty: 2789.850830
	Iteration 15Q: 3 clusters Score -1317555 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1317672.375000 Penalty: 2789.850830
	Iteration 16Q: 3 clusters Score -1317672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1317755.500000 Penalty: 2789.850830
	Iteration 17Q: 3 clusters Score -1317756 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1317828.625000 Penalty: 2789.850830
	Iteration 18Q: 3 clusters Score -1317829 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1317896.500000 Penalty: 2789.850830
	Iteration 19Q: 3 clusters Score -1317896 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1317954.125000 Penalty: 2789.850830
	Iteration 20F: 3 clusters Score -1317954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1318012.000000 Penalty: 2789.850830
	Iteration 21Q: 3 clusters Score -1318012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1318066.375000 Penalty: 2789.850830
	Iteration 22Q: 3 clusters Score -1318066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1318124.625000 Penalty: 2789.850830
	Iteration 23Q: 3 clusters Score -1318125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1318212.375000 Penalty: 2789.850830
	Iteration 24Q: 3 clusters Score -1318212 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1318307.750000 Penalty: 2789.850830
	Iteration 25Q: 3 clusters Score -1318308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1318401.750000 Penalty: 2789.850830
	Iteration 26Q: 3 clusters Score -1318402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1318477.375000 Penalty: 2789.850830
	Iteration 27Q: 3 clusters Score -1318477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1318538.000000 Penalty: 2789.850830
	Iteration 28Q: 3 clusters Score -1318538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1318591.375000 Penalty: 2789.850830
	Iteration 29Q: 3 clusters Score -1318591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1318632.875000 Penalty: 2789.850830
	Iteration 30Q: 3 clusters Score -1318633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1318656.250000 Penalty: 2789.850830
	Iteration 31Q: 3 clusters Score -1318656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1318685.250000 Penalty: 2789.850830
	Iteration 32Q: 3 clusters Score -1318685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1318698.625000 Penalty: 2789.850830
	Iteration 33Q: 3 clusters Score -1318699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1318704.750000 Penalty: 2789.850830
	Iteration 34Q: 3 clusters Score -1318705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1318715.875000 Penalty: 2789.850830
	Iteration 35Q: 3 clusters Score -1318716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1318722.125000 Penalty: 2789.850830
	Iteration 36Q: 3 clusters Score -1318722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1318725.500000 Penalty: 2789.850830
	Iteration 37Q: 3 clusters Score -1318726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1318730.125000 Penalty: 2789.850830
	Iteration 38Q: 3 clusters Score -1318730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1318727.875000 Penalty: 2789.850830
	Iteration 39Q: 3 clusters Score -1318728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1318730.500000 Penalty: 2789.850830
	Iteration 40F: 3 clusters Score -1318730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1318734.875000 Penalty: 2789.850830
	Iteration 41Q: 3 clusters Score -1318735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1318738.625000 Penalty: 2789.850830
	Iteration 42Q: 3 clusters Score -1318739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1318738.625000 Penalty: 2789.850830
	Iteration 43Q: 3 clusters Score -1318739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1318739.500000 Penalty: 2789.850830
	Iteration 44Q: 3 clusters Score -1318740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1318743.500000 Penalty: 2789.850830
	Iteration 45Q: 3 clusters Score -1318744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1318744.375000 Penalty: 2789.850830
	Iteration 46Q: 3 clusters Score -1318744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1318751.125000 Penalty: 2789.850830
	Iteration 47Q: 3 clusters Score -1318751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1318749.625000 Penalty: 2789.850830
	Iteration 48Q: 3 clusters Score -1318750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1318751.875000 Penalty: 2789.850830
	Iteration 49Q: 3 clusters Score -1318752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1318753.500000 Penalty: 2789.850830
	Iteration 50Q: 3 clusters Score -1318754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1318752.625000 Penalty: 2789.850830
	Iteration 51Q: 3 clusters Score -1318753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1318755.250000 Penalty: 2789.850830
	Iteration 52Q: 3 clusters Score -1318755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1318755.625000 Penalty: 2789.850830
	Iteration 53Q: 3 clusters Score -1318756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1318755.875000 Penalty: 2789.850830
	Iteration 54Q: 3 clusters Score -1318756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1318757.625000 Penalty: 2789.850830
	Iteration 55Q: 3 clusters Score -1318758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1318759.000000 Penalty: 2789.850830
	Iteration 56Q: 3 clusters Score -1318759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1318758.000000 Penalty: 2789.850830
	Iteration 57Q: 3 clusters Score -1318758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1318758.750000 Penalty: 2789.850830
	Iteration 58Q: 3 clusters Score -1318759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1318758.750000 Penalty: 2789.850830
	Iteration 59F: 3 clusters Score -1318759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -974191.437500 Penalty: 1342.323975
	Iteration 0F: 2 clusters Score -974191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -968508.812500 Penalty: 2684.647949
	Iteration 0F: 3 clusters Score -968508.8 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -970382.250000 Penalty: 2684.647949
	Iteration 1F: 3 clusters Score -970382.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -970672.000000 Penalty: 2684.647949
	Iteration 2F: 3 clusters Score -970672 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -970848.312500 Penalty: 2684.647949
	Iteration 3Q: 3 clusters Score -970848.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -970979.500000 Penalty: 2684.647949
	Iteration 4Q: 3 clusters Score -970979.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -971086.062500 Penalty: 2684.647949
	Iteration 5Q: 3 clusters Score -971086.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -971191.812500 Penalty: 2684.647949
	Iteration 6Q: 3 clusters Score -971191.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -971262.687500 Penalty: 2684.647949
	Iteration 7Q: 3 clusters Score -971262.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -971326.937500 Penalty: 2684.647949
	Iteration 8Q: 3 clusters Score -971326.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -971394.562500 Penalty: 2684.647949
	Iteration 9Q: 3 clusters Score -971394.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -971469.687500 Penalty: 2684.647949
	Iteration 10Q: 3 clusters Score -971469.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -971556.125000 Penalty: 2684.647949
	Iteration 11Q: 3 clusters Score -971556.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -971641.000000 Penalty: 2684.647949
	Iteration 12Q: 3 clusters Score -971641 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -971716.062500 Penalty: 2684.647949
	Iteration 13Q: 3 clusters Score -971716.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -971803.500000 Penalty: 2684.647949
	Iteration 14Q: 3 clusters Score -971803.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -971891.500000 Penalty: 2684.647949
	Iteration 15Q: 3 clusters Score -971891.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -971975.000000 Penalty: 2684.647949
	Iteration 16Q: 3 clusters Score -971975 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -972045.250000 Penalty: 2684.647949
	Iteration 17Q: 3 clusters Score -972045.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -972121.437500 Penalty: 2684.647949
	Iteration 18Q: 3 clusters Score -972121.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -972195.437500 Penalty: 2684.647949
	Iteration 19Q: 3 clusters Score -972195.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -972267.750000 Penalty: 2684.647949
	Iteration 20F: 3 clusters Score -972267.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -972343.062500 Penalty: 2684.647949
	Iteration 21Q: 3 clusters Score -972343.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -972421.937500 Penalty: 2684.647949
	Iteration 22Q: 3 clusters Score -972421.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -972495.500000 Penalty: 2684.647949
	Iteration 23Q: 3 clusters Score -972495.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -972577.125000 Penalty: 2684.647949
	Iteration 24Q: 3 clusters Score -972577.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -972639.500000 Penalty: 2684.647949
	Iteration 25Q: 3 clusters Score -972639.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -972694.812500 Penalty: 2684.647949
	Iteration 26Q: 3 clusters Score -972694.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -972740.000000 Penalty: 2684.647949
	Iteration 27Q: 3 clusters Score -972740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -972784.437500 Penalty: 2684.647949
	Iteration 28Q: 3 clusters Score -972784.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -972825.187500 Penalty: 2684.647949
	Iteration 29Q: 3 clusters Score -972825.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -972845.312500 Penalty: 2684.647949
	Iteration 30Q: 3 clusters Score -972845.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -972862.562500 Penalty: 2684.647949
	Iteration 31Q: 3 clusters Score -972862.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -972877.625000 Penalty: 2684.647949
	Iteration 32Q: 3 clusters Score -972877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -972887.250000 Penalty: 2684.647949
	Iteration 33Q: 3 clusters Score -972887.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -972894.875000 Penalty: 2684.647949
	Iteration 34Q: 3 clusters Score -972894.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -972905.000000 Penalty: 2684.647949
	Iteration 35Q: 3 clusters Score -972905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -972915.250000 Penalty: 2684.647949
	Iteration 36Q: 3 clusters Score -972915.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -972924.687500 Penalty: 2684.647949
	Iteration 37Q: 3 clusters Score -972924.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -972929.250000 Penalty: 2684.647949
	Iteration 38Q: 3 clusters Score -972929.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -972940.187500 Penalty: 2684.647949
	Iteration 39Q: 3 clusters Score -972940.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -972948.625000 Penalty: 2684.647949
	Iteration 40F: 3 clusters Score -972948.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -972951.437500 Penalty: 2684.647949
	Iteration 41Q: 3 clusters Score -972951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -972957.000000 Penalty: 2684.647949
	Iteration 42Q: 3 clusters Score -972957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -972957.187500 Penalty: 2684.647949
	Iteration 43Q: 3 clusters Score -972957.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -972962.437500 Penalty: 2684.647949
	Iteration 44Q: 3 clusters Score -972962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -972966.000000 Penalty: 2684.647949
	Iteration 45Q: 3 clusters Score -972966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -972972.187500 Penalty: 2684.647949
	Iteration 46Q: 3 clusters Score -972972.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -972975.375000 Penalty: 2684.647949
	Iteration 47Q: 3 clusters Score -972975.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -972977.875000 Penalty: 2684.647949
	Iteration 48Q: 3 clusters Score -972977.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -972981.812500 Penalty: 2684.647949
	Iteration 49Q: 3 clusters Score -972981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -972982.750000 Penalty: 2684.647949
	Iteration 50Q: 3 clusters Score -972982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -972985.687500 Penalty: 2684.647949
	Iteration 51Q: 3 clusters Score -972985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -972987.250000 Penalty: 2684.647949
	Iteration 52Q: 3 clusters Score -972987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -972988.062500 Penalty: 2684.647949
	Iteration 53Q: 3 clusters Score -972988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -972991.125000 Penalty: 2684.647949
	Iteration 54Q: 3 clusters Score -972991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -972991.687500 Penalty: 2684.647949
	Iteration 55Q: 3 clusters Score -972991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -972995.562500 Penalty: 2684.647949
	Iteration 56Q: 3 clusters Score -972995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -972997.187500 Penalty: 2684.647949
	Iteration 57Q: 3 clusters Score -972997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -972998.062500 Penalty: 2684.647949
	Iteration 58Q: 3 clusters Score -972998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -972998.187500 Penalty: 2684.647949
	Iteration 59Q: 3 clusters Score -972998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -973001.625000 Penalty: 2684.647949
	Iteration 60F: 3 clusters Score -973001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -973005.375000 Penalty: 2684.647949
	Iteration 61Q: 3 clusters Score -973005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -973007.375000 Penalty: 2684.647949
	Iteration 62Q: 3 clusters Score -973007.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -973012.562500 Penalty: 2684.647949
	Iteration 63Q: 3 clusters Score -973012.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -973019.437500 Penalty: 2684.647949
	Iteration 64Q: 3 clusters Score -973019.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -973024.937500 Penalty: 2684.647949
	Iteration 65Q: 3 clusters Score -973024.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -973031.000000 Penalty: 2684.647949
	Iteration 66Q: 3 clusters Score -973031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -973034.062500 Penalty: 2684.647949
	Iteration 67Q: 3 clusters Score -973034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -973035.187500 Penalty: 2684.647949
	Iteration 68Q: 3 clusters Score -973035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -973034.875000 Penalty: 2684.647949
	Iteration 69Q: 3 clusters Score -973034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -973036.250000 Penalty: 2684.647949
	Iteration 70Q: 3 clusters Score -973036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -973035.687500 Penalty: 2684.647949
	Iteration 71Q: 3 clusters Score -973035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -973035.687500 Penalty: 2684.647949
	Iteration 72F: 3 clusters Score -973035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Entering Unmasked Estep 
Score: -3239991.000000 Penalty: 1520.667358
	Iteration 0F: 2 clusters Score -3239991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3222386.000000 Penalty: 3041.334717
	Iteration 0F: 3 clusters Score -3222386 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3229107.250000 Penalty: 3041.334717
	Iteration 1F: 3 clusters Score -3229107 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3229838.750000 Penalty: 3041.334717
	Iteration 2F: 3 clusters Score -3229839 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3230483.250000 Penalty: 3041.334717
	Iteration 3F: 3 clusters Score -3230483 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3231070.000000 Penalty: 3041.334717
	Iteration 4Q: 3 clusters Score -3231070 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3231581.250000 Penalty: 3041.334717
	Iteration 5Q: 3 clusters Score -3231581 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3232065.250000 Penalty: 3041.334717
	Iteration 6Q: 3 clusters Score -3232065 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3232530.250000 Penalty: 3041.334717
	Iteration 7Q: 3 clusters Score -3232530 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3233081.750000 Penalty: 3041.334717
	Iteration 8Q: 3 clusters Score -3233082 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3233770.500000 Penalty: 3041.334717
	Iteration 9Q: 3 clusters Score -3233770 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3234693.750000 Penalty: 3041.334717
	Iteration 10F: 3 clusters Score -3234694 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3235731.000000 Penalty: 3041.334717
	Iteration 11Q: 3 clusters Score -3235731 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3236726.750000 Penalty: 3041.334717
	Iteration 12Q: 3 clusters Score -3236727 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3237433.000000 Penalty: 3041.334717
	Iteration 13Q: 3 clusters Score -3237433 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3237936.500000 Penalty: 3041.334717
	Iteration 14Q: 3 clusters Score -3237936 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3238319.750000 Penalty: 3041.334717
	Iteration 15Q: 3 clusters Score -3238320 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3238631.250000 Penalty: 3041.334717
	Iteration 16Q: 3 clusters Score -3238631 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3238869.750000 Penalty: 3041.334717
	Iteration 17Q: 3 clusters Score -3238870 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3239079.250000 Penalty: 3041.334717
	Iteration 18Q: 3 clusters Score -3239079 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3239268.250000 Penalty: 3041.334717
	Iteration 19Q: 3 clusters Score -3239268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3239420.750000 Penalty: 3041.334717
	Iteration 20F: 3 clusters Score -3239421 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3239507.000000 Penalty: 3041.334717
	Iteration 21Q: 3 clusters Score -3239507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3239563.250000 Penalty: 3041.334717
	Iteration 22Q: 3 clusters Score -3239563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3239601.000000 Penalty: 3041.334717
	Iteration 23Q: 3 clusters Score -3239601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3239627.250000 Penalty: 3041.334717
	Iteration 24Q: 3 clusters Score -3239627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3239651.750000 Penalty: 3041.334717
	Iteration 25Q: 3 clusters Score -3239652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3239666.750000 Penalty: 3041.334717
	Iteration 26Q: 3 clusters Score -3239667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3239679.000000 Penalty: 3041.334717
	Iteration 27Q: 3 clusters Score -3239679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3239689.000000 Penalty: 3041.334717
	Iteration 28Q: 3 clusters Score -3239689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3239693.000000 Penalty: 3041.334717
	Iteration 29Q: 3 clusters Score -3239693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3239698.250000 Penalty: 3041.334717
	Iteration 30Q: 3 clusters Score -3239698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3239703.250000 Penalty: 3041.334717
	Iteration 31Q: 3 clusters Score -3239703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3239707.250000 Penalty: 3041.334717
	Iteration 32Q: 3 clusters Score -3239707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3239716.000000 Penalty: 3041.334717
	Iteration 33Q: 3 clusters Score -3239716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3239711.250000 Penalty: 3041.334717
	Iteration 34Q: 3 clusters Score -3239711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3239714.250000 Penalty: 3041.334717
	Iteration 35Q: 3 clusters Score -3239714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3239718.250000 Penalty: 3041.334717
	Iteration 36Q: 3 clusters Score -3239718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3239717.250000 Penalty: 3041.334717
	Iteration 37Q: 3 clusters Score -3239717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3239714.250000 Penalty: 3041.334717
	Iteration 38Q: 3 clusters Score -3239714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3239719.250000 Penalty: 3041.334717
	Iteration 39Q: 3 clusters Score -3239719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3239721.000000 Penalty: 3041.334717
	Iteration 40F: 3 clusters Score -3239721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3239719.000000 Penalty: 3041.334717
	Iteration 41Q: 3 clusters Score -3239719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3239727.750000 Penalty: 3041.334717
	Iteration 42Q: 3 clusters Score -3239728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3239726.500000 Penalty: 3041.334717
	Iteration 43Q: 3 clusters Score -3239726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3239728.500000 Penalty: 3041.334717
	Iteration 44Q: 3 clusters Score -3239728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3239726.750000 Penalty: 3041.334717
	Iteration 45Q: 3 clusters Score -3239727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3239726.000000 Penalty: 3041.334717
	Iteration 46Q: 3 clusters Score -3239726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3239724.750000 Penalty: 3041.334717
	Iteration 47Q: 3 clusters Score -3239725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3239724.750000 Penalty: 3041.334717
	Iteration 48F: 3 clusters Score -3239725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Entering Unmasked Estep 
Score: -5341675.000000 Penalty: 1597.047729
	Iteration 0F: 2 clusters Score -5341675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5311908.000000 Penalty: 3194.095459
	Iteration 0F: 3 clusters Score -5311908 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -5323420.000000 Penalty: 3194.095459
	Iteration 1F: 3 clusters Score -5323420 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -5324056.000000 Penalty: 3194.095459
	Iteration 2Q: 3 clusters Score -5324056 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5324797.000000 Penalty: 3194.095459
	Iteration 3Q: 3 clusters Score -5324797 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5325832.500000 Penalty: 3194.095459
	Iteration 4Q: 3 clusters Score -5325832 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5327457.000000 Penalty: 3194.095459
	Iteration 5F: 3 clusters Score -5327457 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5329895.000000 Penalty: 3194.095459
	Iteration 6F: 3 clusters Score -5329895 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5333137.000000 Penalty: 3194.095459
	Iteration 7F: 3 clusters Score -5333137 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -5336494.500000 Penalty: 3194.095459
	Iteration 8F: 3 clusters Score -5336494 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -5338702.000000 Penalty: 3194.095459
	Iteration 9F: 3 clusters Score -5338702 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5339689.000000 Penalty: 3194.095459
	Iteration 10Q: 3 clusters Score -5339689 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5340023.500000 Penalty: 3194.095459
	Iteration 11Q: 3 clusters Score -5340024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5340175.000000 Penalty: 3194.095459
	Iteration 12Q: 3 clusters Score -5340175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5340236.000000 Penalty: 3194.095459
	Iteration 13Q: 3 clusters Score -5340236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -5340281.000000 Penalty: 3194.095459
	Iteration 14Q: 3 clusters Score -5340281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -5340317.500000 Penalty: 3194.095459
	Iteration 15Q: 3 clusters Score -5340318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5340346.500000 Penalty: 3194.095459
	Iteration 16Q: 3 clusters Score -5340346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5340356.500000 Penalty: 3194.095459
	Iteration 17Q: 3 clusters Score -5340356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -5340362.000000 Penalty: 3194.095459
	Iteration 18Q: 3 clusters Score -5340362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -5340368.500000 Penalty: 3194.095459
	Iteration 19Q: 3 clusters Score -5340368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -5340368.500000 Penalty: 3194.095459
	Iteration 20F: 3 clusters Score -5340368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Entering Unmasked Estep 
Score: -2206619.500000 Penalty: 1473.154541
	Iteration 0F: 2 clusters Score -2206620 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 9836 members 
Entering Unmasked Estep 
Score: -2193654.250000 Penalty: 2946.309082
	Iteration 0F: 3 clusters Score -2193654 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2198522.000000 Penalty: 2946.309082
	Iteration 1F: 3 clusters Score -2198522 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2199115.000000 Penalty: 2946.309082
	Iteration 2F: 3 clusters Score -2199115 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2199744.750000 Penalty: 2946.309082
	Iteration 3F: 3 clusters Score -2199745 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2200391.500000 Penalty: 2946.309082
	Iteration 4F: 3 clusters Score -2200392 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2201120.750000 Penalty: 2946.309082
	Iteration 5F: 3 clusters Score -2201121 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2201828.250000 Penalty: 2946.309082
	Iteration 6F: 3 clusters Score -2201828 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2202513.000000 Penalty: 2946.309082
	Iteration 7F: 3 clusters Score -2202513 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2203120.250000 Penalty: 2946.309082
	Iteration 8Q: 3 clusters Score -2203120 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2203706.250000 Penalty: 2946.309082
	Iteration 9Q: 3 clusters Score -2203706 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2204213.750000 Penalty: 2946.309082
	Iteration 10Q: 3 clusters Score -2204214 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2204544.250000 Penalty: 2946.309082
	Iteration 11Q: 3 clusters Score -2204544 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2204752.250000 Penalty: 2946.309082
	Iteration 12Q: 3 clusters Score -2204752 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2204863.000000 Penalty: 2946.309082
	Iteration 13Q: 3 clusters Score -2204863 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2204957.250000 Penalty: 2946.309082
	Iteration 14Q: 3 clusters Score -2204957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2205051.250000 Penalty: 2946.309082
	Iteration 15Q: 3 clusters Score -2205051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2205096.500000 Penalty: 2946.309082
	Iteration 16Q: 3 clusters Score -2205096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2205149.500000 Penalty: 2946.309082
	Iteration 17Q: 3 clusters Score -2205150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2205204.500000 Penalty: 2946.309082
	Iteration 18Q: 3 clusters Score -2205204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2205247.250000 Penalty: 2946.309082
	Iteration 19Q: 3 clusters Score -2205247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2205276.750000 Penalty: 2946.309082
	Iteration 20F: 3 clusters Score -2205277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2205310.250000 Penalty: 2946.309082
	Iteration 21Q: 3 clusters Score -2205310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2205342.000000 Penalty: 2946.309082
	Iteration 22Q: 3 clusters Score -2205342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2205370.750000 Penalty: 2946.309082
	Iteration 23Q: 3 clusters Score -2205371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2205388.000000 Penalty: 2946.309082
	Iteration 24Q: 3 clusters Score -2205388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2205407.500000 Penalty: 2946.309082
	Iteration 25Q: 3 clusters Score -2205408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2205413.750000 Penalty: 2946.309082
	Iteration 26Q: 3 clusters Score -2205414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2205424.000000 Penalty: 2946.309082
	Iteration 27Q: 3 clusters Score -2205424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2205439.750000 Penalty: 2946.309082
	Iteration 28Q: 3 clusters Score -2205440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2205447.250000 Penalty: 2946.309082
	Iteration 29Q: 3 clusters Score -2205447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2205450.750000 Penalty: 2946.309082
	Iteration 30Q: 3 clusters Score -2205451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2205471.750000 Penalty: 2946.309082
	Iteration 31Q: 3 clusters Score -2205472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2205479.750000 Penalty: 2946.309082
	Iteration 32Q: 3 clusters Score -2205480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2205490.750000 Penalty: 2946.309082
	Iteration 33Q: 3 clusters Score -2205491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2205497.750000 Penalty: 2946.309082
	Iteration 34Q: 3 clusters Score -2205498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2205499.000000 Penalty: 2946.309082
	Iteration 35Q: 3 clusters Score -2205499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2205503.000000 Penalty: 2946.309082
	Iteration 36Q: 3 clusters Score -2205503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2205508.250000 Penalty: 2946.309082
	Iteration 37Q: 3 clusters Score -2205508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2205509.750000 Penalty: 2946.309082
	Iteration 38Q: 3 clusters Score -2205510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2205512.250000 Penalty: 2946.309082
	Iteration 39Q: 3 clusters Score -2205512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2205513.250000 Penalty: 2946.309082
	Iteration 40F: 3 clusters Score -2205513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2205515.000000 Penalty: 2946.309082
	Iteration 41Q: 3 clusters Score -2205515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2205513.250000 Penalty: 2946.309082
	Iteration 42Q: 3 clusters Score -2205513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2205515.750000 Penalty: 2946.309082
	Iteration 43Q: 3 clusters Score -2205516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2205515.000000 Penalty: 2946.309082
	Iteration 44Q: 3 clusters Score -2205515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2205518.250000 Penalty: 2946.309082
	Iteration 45Q: 3 clusters Score -2205518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2205518.250000 Penalty: 2946.309082
	Iteration 46F: 3 clusters Score -2205518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Entering Unmasked Estep 
Score: -1314300.000000 Penalty: 1396.520386
	Iteration 0F: 2 clusters Score -1314300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1306286.125000 Penalty: 2793.040771
	Iteration 0F: 3 clusters Score -1306286 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1308985.125000 Penalty: 2793.040771
	Iteration 1F: 3 clusters Score -1308985 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1309443.750000 Penalty: 2793.040771
	Iteration 2F: 3 clusters Score -1309444 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1309908.000000 Penalty: 2793.040771
	Iteration 3F: 3 clusters Score -1309908 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1310377.000000 Penalty: 2793.040771
	Iteration 4F: 3 clusters Score -1310377 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1310821.375000 Penalty: 2793.040771
	Iteration 5F: 3 clusters Score -1310821 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1311284.000000 Penalty: 2793.040771
	Iteration 6F: 3 clusters Score -1311284 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1311729.500000 Penalty: 2793.040771
	Iteration 7F: 3 clusters Score -1311730 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1312149.500000 Penalty: 2793.040771
	Iteration 8F: 3 clusters Score -1312150 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1312552.875000 Penalty: 2793.040771
	Iteration 9Q: 3 clusters Score -1312553 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1312902.500000 Penalty: 2793.040771
	Iteration 10Q: 3 clusters Score -1312902 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1313157.875000 Penalty: 2793.040771
	Iteration 11Q: 3 clusters Score -1313158 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1313372.125000 Penalty: 2793.040771
	Iteration 12Q: 3 clusters Score -1313372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1313522.500000 Penalty: 2793.040771
	Iteration 13Q: 3 clusters Score -1313522 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1313642.625000 Penalty: 2793.040771
	Iteration 14Q: 3 clusters Score -1313643 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1313747.250000 Penalty: 2793.040771
	Iteration 15Q: 3 clusters Score -1313747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1313812.375000 Penalty: 2793.040771
	Iteration 16Q: 3 clusters Score -1313812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1313855.375000 Penalty: 2793.040771
	Iteration 17Q: 3 clusters Score -1313855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1313880.375000 Penalty: 2793.040771
	Iteration 18Q: 3 clusters Score -1313880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1313896.375000 Penalty: 2793.040771
	Iteration 19Q: 3 clusters Score -1313896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1313916.375000 Penalty: 2793.040771
	Iteration 20F: 3 clusters Score -1313916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1313924.250000 Penalty: 2793.040771
	Iteration 21Q: 3 clusters Score -1313924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1313929.875000 Penalty: 2793.040771
	Iteration 22Q: 3 clusters Score -1313930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1313937.125000 Penalty: 2793.040771
	Iteration 23Q: 3 clusters Score -1313937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1313948.250000 Penalty: 2793.040771
	Iteration 24Q: 3 clusters Score -1313948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1313956.250000 Penalty: 2793.040771
	Iteration 25Q: 3 clusters Score -1313956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1313961.625000 Penalty: 2793.040771
	Iteration 26Q: 3 clusters Score -1313962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1313969.000000 Penalty: 2793.040771
	Iteration 27Q: 3 clusters Score -1313969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1313974.125000 Penalty: 2793.040771
	Iteration 28Q: 3 clusters Score -1313974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1313983.000000 Penalty: 2793.040771
	Iteration 29Q: 3 clusters Score -1313983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1313988.750000 Penalty: 2793.040771
	Iteration 30Q: 3 clusters Score -1313989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1313999.250000 Penalty: 2793.040771
	Iteration 31Q: 3 clusters Score -1313999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1314005.250000 Penalty: 2793.040771
	Iteration 32Q: 3 clusters Score -1314005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1314008.875000 Penalty: 2793.040771
	Iteration 33Q: 3 clusters Score -1314009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1314009.625000 Penalty: 2793.040771
	Iteration 34Q: 3 clusters Score -1314010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1314008.250000 Penalty: 2793.040771
	Iteration 35Q: 3 clusters Score -1314008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1314012.250000 Penalty: 2793.040771
	Iteration 36Q: 3 clusters Score -1314012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1314012.000000 Penalty: 2793.040771
	Iteration 37Q: 3 clusters Score -1314012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1314013.000000 Penalty: 2793.040771
	Iteration 38Q: 3 clusters Score -1314013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1314013.000000 Penalty: 2793.040771
	Iteration 39F: 3 clusters Score -1314013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Entering Unmasked Estep 
Score: -2582928.500000 Penalty: 1487.841431
	Iteration 0F: 2 clusters Score -2582928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2568571.000000 Penalty: 2975.682861
	Iteration 0F: 3 clusters Score -2568571 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2573687.000000 Penalty: 2975.682861
	Iteration 1F: 3 clusters Score -2573687 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2574021.750000 Penalty: 2975.682861
	Iteration 2Q: 3 clusters Score -2574022 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2574279.000000 Penalty: 2975.682861
	Iteration 3Q: 3 clusters Score -2574279 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2574528.250000 Penalty: 2975.682861
	Iteration 4Q: 3 clusters Score -2574528 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2574707.500000 Penalty: 2975.682861
	Iteration 5Q: 3 clusters Score -2574708 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2574888.750000 Penalty: 2975.682861
	Iteration 6Q: 3 clusters Score -2574889 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2575073.250000 Penalty: 2975.682861
	Iteration 7Q: 3 clusters Score -2575073 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2575319.250000 Penalty: 2975.682861
	Iteration 8Q: 3 clusters Score -2575319 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2575612.500000 Penalty: 2975.682861
	Iteration 9Q: 3 clusters Score -2575612 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2576045.750000 Penalty: 2975.682861
	Iteration 10Q: 3 clusters Score -2576046 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2576648.500000 Penalty: 2975.682861
	Iteration 11Q: 3 clusters Score -2576648 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2577501.000000 Penalty: 2975.682861
	Iteration 12F: 3 clusters Score -2577501 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2578610.000000 Penalty: 2975.682861
	Iteration 13F: 3 clusters Score -2578610 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2579666.000000 Penalty: 2975.682861
	Iteration 14F: 3 clusters Score -2579666 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2580441.500000 Penalty: 2975.682861
	Iteration 15Q: 3 clusters Score -2580442 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2580979.000000 Penalty: 2975.682861
	Iteration 16Q: 3 clusters Score -2580979 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2581307.750000 Penalty: 2975.682861
	Iteration 17Q: 3 clusters Score -2581308 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2581477.000000 Penalty: 2975.682861
	Iteration 18Q: 3 clusters Score -2581477 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2581554.250000 Penalty: 2975.682861
	Iteration 19Q: 3 clusters Score -2581554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2581604.750000 Penalty: 2975.682861
	Iteration 20F: 3 clusters Score -2581605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2581637.250000 Penalty: 2975.682861
	Iteration 21Q: 3 clusters Score -2581637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2581658.250000 Penalty: 2975.682861
	Iteration 22Q: 3 clusters Score -2581658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2581680.250000 Penalty: 2975.682861
	Iteration 23Q: 3 clusters Score -2581680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2581688.250000 Penalty: 2975.682861
	Iteration 24Q: 3 clusters Score -2581688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2581709.000000 Penalty: 2975.682861
	Iteration 25Q: 3 clusters Score -2581709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2581716.500000 Penalty: 2975.682861
	Iteration 26Q: 3 clusters Score -2581716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2581730.750000 Penalty: 2975.682861
	Iteration 27Q: 3 clusters Score -2581731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2581745.500000 Penalty: 2975.682861
	Iteration 28Q: 3 clusters Score -2581746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2581752.250000 Penalty: 2975.682861
	Iteration 29Q: 3 clusters Score -2581752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2581758.000000 Penalty: 2975.682861
	Iteration 30Q: 3 clusters Score -2581758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2581766.250000 Penalty: 2975.682861
	Iteration 31Q: 3 clusters Score -2581766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2581768.500000 Penalty: 2975.682861
	Iteration 32Q: 3 clusters Score -2581768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2581772.000000 Penalty: 2975.682861
	Iteration 33Q: 3 clusters Score -2581772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2581775.250000 Penalty: 2975.682861
	Iteration 34Q: 3 clusters Score -2581775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2581777.500000 Penalty: 2975.682861
	Iteration 35Q: 3 clusters Score -2581778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2581775.750000 Penalty: 2975.682861
	Iteration 36Q: 3 clusters Score -2581776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2581778.750000 Penalty: 2975.682861
	Iteration 37Q: 3 clusters Score -2581779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2581777.000000 Penalty: 2975.682861
	Iteration 38Q: 3 clusters Score -2581777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2581777.000000 Penalty: 2975.682861
	Iteration 39F: 3 clusters Score -2581777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Entering Unmasked Estep 
Score: -1589224.250000 Penalty: 1423.449829
	Iteration 0F: 2 clusters Score -1589224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1579680.750000 Penalty: 2846.899658
	Iteration 0F: 3 clusters Score -1579681 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1582961.000000 Penalty: 2846.899658
	Iteration 1F: 3 clusters Score -1582961 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1583387.250000 Penalty: 2846.899658
	Iteration 2F: 3 clusters Score -1583387 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1583708.125000 Penalty: 2846.899658
	Iteration 3F: 3 clusters Score -1583708 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1583960.500000 Penalty: 2846.899658
	Iteration 4Q: 3 clusters Score -1583960 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1584217.000000 Penalty: 2846.899658
	Iteration 5Q: 3 clusters Score -1584217 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1584528.625000 Penalty: 2846.899658
	Iteration 6Q: 3 clusters Score -1584529 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1584918.250000 Penalty: 2846.899658
	Iteration 7Q: 3 clusters Score -1584918 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1585361.000000 Penalty: 2846.899658
	Iteration 8Q: 3 clusters Score -1585361 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1585865.500000 Penalty: 2846.899658
	Iteration 9Q: 3 clusters Score -1585866 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1586406.500000 Penalty: 2846.899658
	Iteration 10Q: 3 clusters Score -1586406 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1586954.375000 Penalty: 2846.899658
	Iteration 11Q: 3 clusters Score -1586954 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1587338.000000 Penalty: 2846.899658
	Iteration 12Q: 3 clusters Score -1587338 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1587629.875000 Penalty: 2846.899658
	Iteration 13Q: 3 clusters Score -1587630 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1587817.625000 Penalty: 2846.899658
	Iteration 14Q: 3 clusters Score -1587818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1587936.750000 Penalty: 2846.899658
	Iteration 15Q: 3 clusters Score -1587937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1588020.875000 Penalty: 2846.899658
	Iteration 16Q: 3 clusters Score -1588021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1588054.750000 Penalty: 2846.899658
	Iteration 17Q: 3 clusters Score -1588055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1588082.750000 Penalty: 2846.899658
	Iteration 18Q: 3 clusters Score -1588083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1588093.250000 Penalty: 2846.899658
	Iteration 19Q: 3 clusters Score -1588093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1588100.875000 Penalty: 2846.899658
	Iteration 20F: 3 clusters Score -1588101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1588106.250000 Penalty: 2846.899658
	Iteration 21Q: 3 clusters Score -1588106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1588112.375000 Penalty: 2846.899658
	Iteration 22Q: 3 clusters Score -1588112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1588117.875000 Penalty: 2846.899658
	Iteration 23Q: 3 clusters Score -1588118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1588120.750000 Penalty: 2846.899658
	Iteration 24Q: 3 clusters Score -1588121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1588123.875000 Penalty: 2846.899658
	Iteration 25Q: 3 clusters Score -1588124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1588128.500000 Penalty: 2846.899658
	Iteration 26Q: 3 clusters Score -1588128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1588130.625000 Penalty: 2846.899658
	Iteration 27Q: 3 clusters Score -1588131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1588130.625000 Penalty: 2846.899658
	Iteration 28F: 3 clusters Score -1588131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -60110.390625 Penalty: 972.011353
	Iteration 0F: 2 clusters Score -60110.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59083.320312 Penalty: 1944.022705
	Iteration 0F: 3 clusters Score -59083.32 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59337.984375 Penalty: 1944.022705
	Iteration 1F: 3 clusters Score -59337.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59422.113281 Penalty: 1944.022705
	Iteration 2F: 3 clusters Score -59422.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59460.460938 Penalty: 1944.022705
	Iteration 3Q: 3 clusters Score -59460.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59495.859375 Penalty: 1944.022705
	Iteration 4Q: 3 clusters Score -59495.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59526.531250 Penalty: 1944.022705
	Iteration 5Q: 3 clusters Score -59526.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59551.218750 Penalty: 1944.022705
	Iteration 6Q: 3 clusters Score -59551.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59585.277344 Penalty: 1944.022705
	Iteration 7Q: 3 clusters Score -59585.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59609.996094 Penalty: 1944.022705
	Iteration 8Q: 3 clusters Score -59610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59642.621094 Penalty: 1944.022705
	Iteration 9Q: 3 clusters Score -59642.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59671.421875 Penalty: 1944.022705
	Iteration 10Q: 3 clusters Score -59671.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59717.597656 Penalty: 1944.022705
	Iteration 11Q: 3 clusters Score -59717.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59793.664062 Penalty: 1944.022705
	Iteration 12Q: 3 clusters Score -59793.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59862.441406 Penalty: 1944.022705
	Iteration 13Q: 3 clusters Score -59862.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -59943.226562 Penalty: 1944.022705
	Iteration 14Q: 3 clusters Score -59943.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60086.449219 Penalty: 1944.022705
	Iteration 15Q: 3 clusters Score -60086.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60302.996094 Penalty: 1944.022705
	Iteration 16Q: 3 clusters Score -60303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60521.972656 Penalty: 1944.022705
	Iteration 17Q: 3 clusters Score -60521.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60571.878906 Penalty: 1944.022705
	Iteration 18Q: 3 clusters Score -60571.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60616.156250 Penalty: 1944.022705
	Iteration 19Q: 3 clusters Score -60616.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60657.468750 Penalty: 1944.022705
	Iteration 20F: 3 clusters Score -60657.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60724.371094 Penalty: 1944.022705
	Iteration 21Q: 3 clusters Score -60724.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60789.535156 Penalty: 1944.022705
	Iteration 22Q: 3 clusters Score -60789.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60874.937500 Penalty: 1944.022705
	Iteration 23Q: 3 clusters Score -60874.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60998.097656 Penalty: 1944.022705
	Iteration 24Q: 3 clusters Score -60998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61083.414062 Penalty: 1944.022705
	Iteration 25Q: 3 clusters Score -61083.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61162.628906 Penalty: 1944.022705
	Iteration 26Q: 3 clusters Score -61162.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61187.566406 Penalty: 1944.022705
	Iteration 27Q: 3 clusters Score -61187.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61187.566406 Penalty: 1944.022705
	Iteration 28F: 3 clusters Score -61187.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 19935 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11397 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15929 members 
Mstep: Class 23 contains 53041 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65665 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 69860 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20393 members 
Mstep: Class 34 contains 40921 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 10604 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93784 members 
Mstep: Class 39 contains 10544 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6020 members 
Mstep: Class 43 contains 2882 members 
Mstep: Class 44 contains 17810 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7027 members 
Mstep: Class 52 contains 5708 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48563 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1990 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Mstep: Class 62 contains 274 members 
Entering Unmasked Estep 
Score: -111160464.000000 Penalty: 127491.296875
Splitting cluster 9 changes total score from -111160432.000000 to -111160464.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 10 (24883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Entering Unmasked Estep 
Score: -2915376.250000 Penalty: 1506.144653
	Iteration 0F: 2 clusters Score -2915376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2899199.250000 Penalty: 3012.289307
	Iteration 0F: 3 clusters Score -2899199 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2905169.500000 Penalty: 3012.289307
	Iteration 1F: 3 clusters Score -2905170 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2905642.750000 Penalty: 3012.289307
	Iteration 2F: 3 clusters Score -2905643 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2906119.750000 Penalty: 3012.289307
	Iteration 3Q: 3 clusters Score -2906120 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2906539.250000 Penalty: 3012.289307
	Iteration 4Q: 3 clusters Score -2906539 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2906963.500000 Penalty: 3012.289307
	Iteration 5Q: 3 clusters Score -2906964 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2907446.500000 Penalty: 3012.289307
	Iteration 6Q: 3 clusters Score -2907446 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2908019.250000 Penalty: 3012.289307
	Iteration 7Q: 3 clusters Score -2908019 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2908649.750000 Penalty: 3012.289307
	Iteration 8Q: 3 clusters Score -2908650 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2909317.500000 Penalty: 3012.289307
	Iteration 9Q: 3 clusters Score -2909318 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2909976.000000 Penalty: 3012.289307
	Iteration 10Q: 3 clusters Score -2909976 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2910562.250000 Penalty: 3012.289307
	Iteration 11Q: 3 clusters Score -2910562 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2911057.000000 Penalty: 3012.289307
	Iteration 12Q: 3 clusters Score -2911057 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2911488.250000 Penalty: 3012.289307
	Iteration 13Q: 3 clusters Score -2911488 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2911770.750000 Penalty: 3012.289307
	Iteration 14Q: 3 clusters Score -2911771 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2911963.250000 Penalty: 3012.289307
	Iteration 15Q: 3 clusters Score -2911963 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2912065.500000 Penalty: 3012.289307
	Iteration 16Q: 3 clusters Score -2912066 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2912110.000000 Penalty: 3012.289307
	Iteration 17Q: 3 clusters Score -2912110 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2912150.000000 Penalty: 3012.289307
	Iteration 18Q: 3 clusters Score -2912150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2912194.500000 Penalty: 3012.289307
	Iteration 19Q: 3 clusters Score -2912194 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2912222.750000 Penalty: 3012.289307
	Iteration 20F: 3 clusters Score -2912223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2912247.000000 Penalty: 3012.289307
	Iteration 21Q: 3 clusters Score -2912247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2912265.000000 Penalty: 3012.289307
	Iteration 22Q: 3 clusters Score -2912265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2912282.750000 Penalty: 3012.289307
	Iteration 23Q: 3 clusters Score -2912283 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2912292.750000 Penalty: 3012.289307
	Iteration 24Q: 3 clusters Score -2912293 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2912305.500000 Penalty: 3012.289307
	Iteration 25Q: 3 clusters Score -2912306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2912315.750000 Penalty: 3012.289307
	Iteration 26Q: 3 clusters Score -2912316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2912338.500000 Penalty: 3012.289307
	Iteration 27Q: 3 clusters Score -2912338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2912341.750000 Penalty: 3012.289307
	Iteration 28Q: 3 clusters Score -2912342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2912354.500000 Penalty: 3012.289307
	Iteration 29Q: 3 clusters Score -2912354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2912374.500000 Penalty: 3012.289307
	Iteration 30Q: 3 clusters Score -2912374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2912380.500000 Penalty: 3012.289307
	Iteration 31Q: 3 clusters Score -2912380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2912388.000000 Penalty: 3012.289307
	Iteration 32Q: 3 clusters Score -2912388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2912392.250000 Penalty: 3012.289307
	Iteration 33Q: 3 clusters Score -2912392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2912389.000000 Penalty: 3012.289307
	Iteration 34Q: 3 clusters Score -2912389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2912407.750000 Penalty: 3012.289307
	Iteration 35Q: 3 clusters Score -2912408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2912414.000000 Penalty: 3012.289307
	Iteration 36Q: 3 clusters Score -2912414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2912423.000000 Penalty: 3012.289307
	Iteration 37Q: 3 clusters Score -2912423 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2912431.750000 Penalty: 3012.289307
	Iteration 38Q: 3 clusters Score -2912432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2912441.500000 Penalty: 3012.289307
	Iteration 39Q: 3 clusters Score -2912442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2912438.500000 Penalty: 3012.289307
	Iteration 40F: 3 clusters Score -2912438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2912445.250000 Penalty: 3012.289307
	Iteration 41Q: 3 clusters Score -2912445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2912454.000000 Penalty: 3012.289307
	Iteration 42Q: 3 clusters Score -2912454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2912463.250000 Penalty: 3012.289307
	Iteration 43Q: 3 clusters Score -2912463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2912467.250000 Penalty: 3012.289307
	Iteration 44Q: 3 clusters Score -2912467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2912467.250000 Penalty: 3012.289307
	Iteration 45Q: 3 clusters Score -2912467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2912479.750000 Penalty: 3012.289307
	Iteration 46Q: 3 clusters Score -2912480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2912481.750000 Penalty: 3012.289307
	Iteration 47Q: 3 clusters Score -2912482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2912493.750000 Penalty: 3012.289307
	Iteration 48Q: 3 clusters Score -2912494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2912495.500000 Penalty: 3012.289307
	Iteration 49Q: 3 clusters Score -2912496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2912510.500000 Penalty: 3012.289307
	Iteration 50Q: 3 clusters Score -2912510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2912507.750000 Penalty: 3012.289307
	Iteration 51Q: 3 clusters Score -2912508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2912516.000000 Penalty: 3012.289307
	Iteration 52Q: 3 clusters Score -2912516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2912531.750000 Penalty: 3012.289307
	Iteration 53Q: 3 clusters Score -2912532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2912548.250000 Penalty: 3012.289307
	Iteration 54Q: 3 clusters Score -2912548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2912552.250000 Penalty: 3012.289307
	Iteration 55Q: 3 clusters Score -2912552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2912560.500000 Penalty: 3012.289307
	Iteration 56Q: 3 clusters Score -2912560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2912569.000000 Penalty: 3012.289307
	Iteration 57Q: 3 clusters Score -2912569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2912575.250000 Penalty: 3012.289307
	Iteration 58Q: 3 clusters Score -2912575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2912583.250000 Penalty: 3012.289307
	Iteration 59Q: 3 clusters Score -2912583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2912594.750000 Penalty: 3012.289307
	Iteration 60F: 3 clusters Score -2912595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2912596.250000 Penalty: 3012.289307
	Iteration 61Q: 3 clusters Score -2912596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2912596.500000 Penalty: 3012.289307
	Iteration 62Q: 3 clusters Score -2912596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2912597.250000 Penalty: 3012.289307
	Iteration 63Q: 3 clusters Score -2912597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2912601.500000 Penalty: 3012.289307
	Iteration 64Q: 3 clusters Score -2912602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2912606.500000 Penalty: 3012.289307
	Iteration 65Q: 3 clusters Score -2912606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2912612.500000 Penalty: 3012.289307
	Iteration 66Q: 3 clusters Score -2912612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2912615.250000 Penalty: 3012.289307
	Iteration 67Q: 3 clusters Score -2912615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2912618.250000 Penalty: 3012.289307
	Iteration 68Q: 3 clusters Score -2912618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2912627.250000 Penalty: 3012.289307
	Iteration 69Q: 3 clusters Score -2912627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2912629.250000 Penalty: 3012.289307
	Iteration 70Q: 3 clusters Score -2912629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2912628.750000 Penalty: 3012.289307
	Iteration 71Q: 3 clusters Score -2912629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2912625.750000 Penalty: 3012.289307
	Iteration 72Q: 3 clusters Score -2912626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2912633.500000 Penalty: 3012.289307
	Iteration 73Q: 3 clusters Score -2912634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2912629.500000 Penalty: 3012.289307
	Iteration 74Q: 3 clusters Score -2912630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2912629.750000 Penalty: 3012.289307
	Iteration 75Q: 3 clusters Score -2912630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2912633.500000 Penalty: 3012.289307
	Iteration 76Q: 3 clusters Score -2912634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2912631.000000 Penalty: 3012.289307
	Iteration 77Q: 3 clusters Score -2912631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2912629.250000 Penalty: 3012.289307
	Iteration 78Q: 3 clusters Score -2912629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2912633.500000 Penalty: 3012.289307
	Iteration 79Q: 3 clusters Score -2912634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2912629.750000 Penalty: 3012.289307
	Iteration 80F: 3 clusters Score -2912630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2912636.000000 Penalty: 3012.289307
	Iteration 81Q: 3 clusters Score -2912636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2912638.500000 Penalty: 3012.289307
	Iteration 82Q: 3 clusters Score -2912638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2912641.000000 Penalty: 3012.289307
	Iteration 83Q: 3 clusters Score -2912641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2912634.500000 Penalty: 3012.289307
	Iteration 84Q: 3 clusters Score -2912634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2912640.000000 Penalty: 3012.289307
	Iteration 85Q: 3 clusters Score -2912640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2912639.250000 Penalty: 3012.289307
	Iteration 86Q: 3 clusters Score -2912639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2912640.250000 Penalty: 3012.289307
	Iteration 87Q: 3 clusters Score -2912640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2912643.750000 Penalty: 3012.289307
	Iteration 88Q: 3 clusters Score -2912644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2912641.250000 Penalty: 3012.289307
	Iteration 89Q: 3 clusters Score -2912641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2912643.000000 Penalty: 3012.289307
	Iteration 90Q: 3 clusters Score -2912643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2912642.750000 Penalty: 3012.289307
	Iteration 91Q: 3 clusters Score -2912643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2912646.500000 Penalty: 3012.289307
	Iteration 92Q: 3 clusters Score -2912646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2912642.000000 Penalty: 3012.289307
	Iteration 93Q: 3 clusters Score -2912642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2912639.000000 Penalty: 3012.289307
	Iteration 94Q: 3 clusters Score -2912639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2912639.250000 Penalty: 3012.289307
	Iteration 95Q: 3 clusters Score -2912639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2912636.000000 Penalty: 3012.289307
	Iteration 96Q: 3 clusters Score -2912636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2912635.250000 Penalty: 3012.289307
	Iteration 97Q: 3 clusters Score -2912635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2912636.000000 Penalty: 3012.289307
	Iteration 98Q: 3 clusters Score -2912636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2912635.000000 Penalty: 3012.289307
	Iteration 99Q: 3 clusters Score -2912635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2912632.000000 Penalty: 3012.289307
	Iteration 100F: 3 clusters Score -2912632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2912637.750000 Penalty: 3012.289307
	Iteration 101Q: 3 clusters Score -2912638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2912638.250000 Penalty: 3012.289307
	Iteration 102Q: 3 clusters Score -2912638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2912634.250000 Penalty: 3012.289307
	Iteration 103Q: 3 clusters Score -2912634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2912634.250000 Penalty: 3012.289307
	Iteration 104Q: 3 clusters Score -2912634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2912634.250000 Penalty: 3012.289307
	Iteration 105Q: 3 clusters Score -2912634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2912634.250000 Penalty: 3012.289307
	Iteration 106F: 3 clusters Score -2912634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -671679.437500 Penalty: 1294.413452
	Iteration 0F: 2 clusters Score -671679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -667408.500000 Penalty: 2588.826904
	Iteration 0F: 3 clusters Score -667408.5 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -668700.875000 Penalty: 2588.826904
	Iteration 1F: 3 clusters Score -668700.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -668909.000000 Penalty: 2588.826904
	Iteration 2F: 3 clusters Score -668909 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -669023.625000 Penalty: 2588.826904
	Iteration 3Q: 3 clusters Score -669023.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -669111.937500 Penalty: 2588.826904
	Iteration 4Q: 3 clusters Score -669111.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -669172.750000 Penalty: 2588.826904
	Iteration 5Q: 3 clusters Score -669172.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -669219.250000 Penalty: 2588.826904
	Iteration 6Q: 3 clusters Score -669219.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -669257.125000 Penalty: 2588.826904
	Iteration 7Q: 3 clusters Score -669257.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -669288.375000 Penalty: 2588.826904
	Iteration 8Q: 3 clusters Score -669288.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -669314.562500 Penalty: 2588.826904
	Iteration 9Q: 3 clusters Score -669314.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -669335.875000 Penalty: 2588.826904
	Iteration 10Q: 3 clusters Score -669335.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -669358.937500 Penalty: 2588.826904
	Iteration 11Q: 3 clusters Score -669358.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -669391.187500 Penalty: 2588.826904
	Iteration 12Q: 3 clusters Score -669391.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -669422.750000 Penalty: 2588.826904
	Iteration 13Q: 3 clusters Score -669422.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -669446.250000 Penalty: 2588.826904
	Iteration 14Q: 3 clusters Score -669446.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -669465.937500 Penalty: 2588.826904
	Iteration 15Q: 3 clusters Score -669465.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -669483.250000 Penalty: 2588.826904
	Iteration 16Q: 3 clusters Score -669483.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -669499.750000 Penalty: 2588.826904
	Iteration 17Q: 3 clusters Score -669499.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -669514.750000 Penalty: 2588.826904
	Iteration 18Q: 3 clusters Score -669514.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -669527.937500 Penalty: 2588.826904
	Iteration 19Q: 3 clusters Score -669527.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -669543.812500 Penalty: 2588.826904
	Iteration 20F: 3 clusters Score -669543.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -669565.000000 Penalty: 2588.826904
	Iteration 21Q: 3 clusters Score -669565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -669584.000000 Penalty: 2588.826904
	Iteration 22Q: 3 clusters Score -669584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -669604.000000 Penalty: 2588.826904
	Iteration 23Q: 3 clusters Score -669604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -669623.500000 Penalty: 2588.826904
	Iteration 24Q: 3 clusters Score -669623.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -669642.812500 Penalty: 2588.826904
	Iteration 25Q: 3 clusters Score -669642.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -669661.562500 Penalty: 2588.826904
	Iteration 26Q: 3 clusters Score -669661.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -669674.937500 Penalty: 2588.826904
	Iteration 27Q: 3 clusters Score -669674.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -669694.125000 Penalty: 2588.826904
	Iteration 28Q: 3 clusters Score -669694.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -669711.937500 Penalty: 2588.826904
	Iteration 29Q: 3 clusters Score -669711.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -669729.750000 Penalty: 2588.826904
	Iteration 30Q: 3 clusters Score -669729.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -669750.187500 Penalty: 2588.826904
	Iteration 31Q: 3 clusters Score -669750.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -669770.437500 Penalty: 2588.826904
	Iteration 32Q: 3 clusters Score -669770.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -669784.625000 Penalty: 2588.826904
	Iteration 33Q: 3 clusters Score -669784.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -669797.750000 Penalty: 2588.826904
	Iteration 34Q: 3 clusters Score -669797.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -669808.812500 Penalty: 2588.826904
	Iteration 35Q: 3 clusters Score -669808.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -669830.125000 Penalty: 2588.826904
	Iteration 36Q: 3 clusters Score -669830.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -669855.312500 Penalty: 2588.826904
	Iteration 37Q: 3 clusters Score -669855.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -669881.187500 Penalty: 2588.826904
	Iteration 38Q: 3 clusters Score -669881.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -669906.937500 Penalty: 2588.826904
	Iteration 39Q: 3 clusters Score -669906.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -669928.000000 Penalty: 2588.826904
	Iteration 40F: 3 clusters Score -669928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -669960.250000 Penalty: 2588.826904
	Iteration 41Q: 3 clusters Score -669960.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -669992.687500 Penalty: 2588.826904
	Iteration 42Q: 3 clusters Score -669992.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -670020.625000 Penalty: 2588.826904
	Iteration 43Q: 3 clusters Score -670020.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -670052.937500 Penalty: 2588.826904
	Iteration 44Q: 3 clusters Score -670052.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -670102.312500 Penalty: 2588.826904
	Iteration 45Q: 3 clusters Score -670102.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -670157.125000 Penalty: 2588.826904
	Iteration 46Q: 3 clusters Score -670157.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -670214.375000 Penalty: 2588.826904
	Iteration 47Q: 3 clusters Score -670214.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -670258.562500 Penalty: 2588.826904
	Iteration 48Q: 3 clusters Score -670258.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -670303.000000 Penalty: 2588.826904
	Iteration 49Q: 3 clusters Score -670303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -670352.312500 Penalty: 2588.826904
	Iteration 50Q: 3 clusters Score -670352.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -670398.562500 Penalty: 2588.826904
	Iteration 51Q: 3 clusters Score -670398.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -670439.562500 Penalty: 2588.826904
	Iteration 52Q: 3 clusters Score -670439.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -670469.812500 Penalty: 2588.826904
	Iteration 53Q: 3 clusters Score -670469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -670503.937500 Penalty: 2588.826904
	Iteration 54Q: 3 clusters Score -670503.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -670534.750000 Penalty: 2588.826904
	Iteration 55Q: 3 clusters Score -670534.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -670562.187500 Penalty: 2588.826904
	Iteration 56Q: 3 clusters Score -670562.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -670587.000000 Penalty: 2588.826904
	Iteration 57Q: 3 clusters Score -670587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -670598.750000 Penalty: 2588.826904
	Iteration 58Q: 3 clusters Score -670598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -670609.187500 Penalty: 2588.826904
	Iteration 59Q: 3 clusters Score -670609.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -670615.812500 Penalty: 2588.826904
	Iteration 60F: 3 clusters Score -670615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -670623.812500 Penalty: 2588.826904
	Iteration 61Q: 3 clusters Score -670623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -670628.812500 Penalty: 2588.826904
	Iteration 62Q: 3 clusters Score -670628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -670632.625000 Penalty: 2588.826904
	Iteration 63Q: 3 clusters Score -670632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -670633.750000 Penalty: 2588.826904
	Iteration 64Q: 3 clusters Score -670633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -670634.500000 Penalty: 2588.826904
	Iteration 65Q: 3 clusters Score -670634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -670636.250000 Penalty: 2588.826904
	Iteration 66Q: 3 clusters Score -670636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -670639.125000 Penalty: 2588.826904
	Iteration 67Q: 3 clusters Score -670639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -670640.375000 Penalty: 2588.826904
	Iteration 68Q: 3 clusters Score -670640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -670641.750000 Penalty: 2588.826904
	Iteration 69Q: 3 clusters Score -670641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -670644.937500 Penalty: 2588.826904
	Iteration 70Q: 3 clusters Score -670644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -670648.437500 Penalty: 2588.826904
	Iteration 71Q: 3 clusters Score -670648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -670648.250000 Penalty: 2588.826904
	Iteration 72Q: 3 clusters Score -670648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -670649.687500 Penalty: 2588.826904
	Iteration 73Q: 3 clusters Score -670649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -670652.312500 Penalty: 2588.826904
	Iteration 74Q: 3 clusters Score -670652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -670655.125000 Penalty: 2588.826904
	Iteration 75Q: 3 clusters Score -670655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -670657.812500 Penalty: 2588.826904
	Iteration 76Q: 3 clusters Score -670657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -670659.875000 Penalty: 2588.826904
	Iteration 77Q: 3 clusters Score -670659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -670663.812500 Penalty: 2588.826904
	Iteration 78Q: 3 clusters Score -670663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -670665.125000 Penalty: 2588.826904
	Iteration 79Q: 3 clusters Score -670665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -670666.250000 Penalty: 2588.826904
	Iteration 80F: 3 clusters Score -670666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Entering Unmasked Estep 
Score: -1891287.500000 Penalty: 1439.408691
	Iteration 0F: 2 clusters Score -1891288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1880794.375000 Penalty: 2878.817383
	Iteration 0F: 3 clusters Score -1880794 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1884465.250000 Penalty: 2878.817383
	Iteration 1F: 3 clusters Score -1884465 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1884777.875000 Penalty: 2878.817383
	Iteration 2F: 3 clusters Score -1884778 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1885021.000000 Penalty: 2878.817383
	Iteration 3Q: 3 clusters Score -1885021 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1885218.375000 Penalty: 2878.817383
	Iteration 4Q: 3 clusters Score -1885218 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1885383.750000 Penalty: 2878.817383
	Iteration 5Q: 3 clusters Score -1885384 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1885570.000000 Penalty: 2878.817383
	Iteration 6Q: 3 clusters Score -1885570 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1885815.875000 Penalty: 2878.817383
	Iteration 7Q: 3 clusters Score -1885816 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1886179.875000 Penalty: 2878.817383
	Iteration 8Q: 3 clusters Score -1886180 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1886748.250000 Penalty: 2878.817383
	Iteration 9F: 3 clusters Score -1886748 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1887502.250000 Penalty: 2878.817383
	Iteration 10F: 3 clusters Score -1887502 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1888267.125000 Penalty: 2878.817383
	Iteration 11F: 3 clusters Score -1888267 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1888931.750000 Penalty: 2878.817383
	Iteration 12Q: 3 clusters Score -1888932 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1889404.250000 Penalty: 2878.817383
	Iteration 13Q: 3 clusters Score -1889404 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1889696.125000 Penalty: 2878.817383
	Iteration 14Q: 3 clusters Score -1889696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1889864.375000 Penalty: 2878.817383
	Iteration 15Q: 3 clusters Score -1889864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1889965.750000 Penalty: 2878.817383
	Iteration 16Q: 3 clusters Score -1889966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1890040.375000 Penalty: 2878.817383
	Iteration 17Q: 3 clusters Score -1890040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1890085.875000 Penalty: 2878.817383
	Iteration 18Q: 3 clusters Score -1890086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1890109.875000 Penalty: 2878.817383
	Iteration 19Q: 3 clusters Score -1890110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1890129.000000 Penalty: 2878.817383
	Iteration 20F: 3 clusters Score -1890129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1890139.875000 Penalty: 2878.817383
	Iteration 21Q: 3 clusters Score -1890140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1890148.750000 Penalty: 2878.817383
	Iteration 22Q: 3 clusters Score -1890149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1890155.875000 Penalty: 2878.817383
	Iteration 23Q: 3 clusters Score -1890156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1890163.875000 Penalty: 2878.817383
	Iteration 24Q: 3 clusters Score -1890164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1890167.875000 Penalty: 2878.817383
	Iteration 25Q: 3 clusters Score -1890168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1890169.625000 Penalty: 2878.817383
	Iteration 26Q: 3 clusters Score -1890170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1890172.000000 Penalty: 2878.817383
	Iteration 27Q: 3 clusters Score -1890172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1890172.000000 Penalty: 2878.817383
	Iteration 28F: 3 clusters Score -1890172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -299504.468750 Penalty: 1178.346069
	Iteration 0F: 2 clusters Score -299504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -297136.718750 Penalty: 2356.692139
	Iteration 0F: 3 clusters Score -297136.7 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -297734.750000 Penalty: 2356.692139
	Iteration 1F: 3 clusters Score -297734.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -297883.468750 Penalty: 2356.692139
	Iteration 2F: 3 clusters Score -297883.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -297986.531250 Penalty: 2356.692139
	Iteration 3Q: 3 clusters Score -297986.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -298067.468750 Penalty: 2356.692139
	Iteration 4Q: 3 clusters Score -298067.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298128.843750 Penalty: 2356.692139
	Iteration 5Q: 3 clusters Score -298128.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -298178.250000 Penalty: 2356.692139
	Iteration 6Q: 3 clusters Score -298178.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298217.375000 Penalty: 2356.692139
	Iteration 7Q: 3 clusters Score -298217.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -298257.562500 Penalty: 2356.692139
	Iteration 8Q: 3 clusters Score -298257.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298303.218750 Penalty: 2356.692139
	Iteration 9Q: 3 clusters Score -298303.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -298362.062500 Penalty: 2356.692139
	Iteration 10Q: 3 clusters Score -298362.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -298404.968750 Penalty: 2356.692139
	Iteration 11Q: 3 clusters Score -298405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -298433.562500 Penalty: 2356.692139
	Iteration 12Q: 3 clusters Score -298433.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -298455.812500 Penalty: 2356.692139
	Iteration 13Q: 3 clusters Score -298455.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298477.468750 Penalty: 2356.692139
	Iteration 14Q: 3 clusters Score -298477.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -298497.500000 Penalty: 2356.692139
	Iteration 15Q: 3 clusters Score -298497.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -298512.875000 Penalty: 2356.692139
	Iteration 16Q: 3 clusters Score -298512.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -298527.062500 Penalty: 2356.692139
	Iteration 17Q: 3 clusters Score -298527.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -298535.875000 Penalty: 2356.692139
	Iteration 18Q: 3 clusters Score -298535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -298542.250000 Penalty: 2356.692139
	Iteration 19Q: 3 clusters Score -298542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -298545.125000 Penalty: 2356.692139
	Iteration 20F: 3 clusters Score -298545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -298546.781250 Penalty: 2356.692139
	Iteration 21Q: 3 clusters Score -298546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -298546.781250 Penalty: 2356.692139
	Iteration 22F: 3 clusters Score -298546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Entering Unmasked Estep 
Score: -2948681.250000 Penalty: 1508.246704
	Iteration 0F: 2 clusters Score -2948681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2932201.250000 Penalty: 3016.493408
	Iteration 0F: 3 clusters Score -2932201 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2938295.000000 Penalty: 3016.493408
	Iteration 1F: 3 clusters Score -2938295 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2938775.750000 Penalty: 3016.493408
	Iteration 2F: 3 clusters Score -2938776 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2939253.500000 Penalty: 3016.493408
	Iteration 3Q: 3 clusters Score -2939254 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2939825.000000 Penalty: 3016.493408
	Iteration 4Q: 3 clusters Score -2939825 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2940564.250000 Penalty: 3016.493408
	Iteration 5F: 3 clusters Score -2940564 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2941617.500000 Penalty: 3016.493408
	Iteration 6F: 3 clusters Score -2941618 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2942945.500000 Penalty: 3016.493408
	Iteration 7F: 3 clusters Score -2942946 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2944319.000000 Penalty: 3016.493408
	Iteration 8F: 3 clusters Score -2944319 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2945536.000000 Penalty: 3016.493408
	Iteration 9F: 3 clusters Score -2945536 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2946354.750000 Penalty: 3016.493408
	Iteration 10Q: 3 clusters Score -2946355 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2946863.750000 Penalty: 3016.493408
	Iteration 11Q: 3 clusters Score -2946864 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2947110.250000 Penalty: 3016.493408
	Iteration 12Q: 3 clusters Score -2947110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2947275.250000 Penalty: 3016.493408
	Iteration 13Q: 3 clusters Score -2947275 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2947360.500000 Penalty: 3016.493408
	Iteration 14Q: 3 clusters Score -2947360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -2947400.000000 Penalty: 3016.493408
	Iteration 15Q: 3 clusters Score -2947400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2947433.750000 Penalty: 3016.493408
	Iteration 16Q: 3 clusters Score -2947434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2947454.000000 Penalty: 3016.493408
	Iteration 17Q: 3 clusters Score -2947454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2947467.000000 Penalty: 3016.493408
	Iteration 18Q: 3 clusters Score -2947467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2947471.250000 Penalty: 3016.493408
	Iteration 19Q: 3 clusters Score -2947471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2947477.250000 Penalty: 3016.493408
	Iteration 20F: 3 clusters Score -2947477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -2947483.500000 Penalty: 3016.493408
	Iteration 21Q: 3 clusters Score -2947484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2947495.250000 Penalty: 3016.493408
	Iteration 22Q: 3 clusters Score -2947495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2947501.500000 Penalty: 3016.493408
	Iteration 23Q: 3 clusters Score -2947502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -2947503.000000 Penalty: 3016.493408
	Iteration 24Q: 3 clusters Score -2947503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2947504.000000 Penalty: 3016.493408
	Iteration 25Q: 3 clusters Score -2947504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2947507.500000 Penalty: 3016.493408
	Iteration 26Q: 3 clusters Score -2947508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2947513.000000 Penalty: 3016.493408
	Iteration 27Q: 3 clusters Score -2947513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2947513.000000 Penalty: 3016.493408
	Iteration 28F: 3 clusters Score -2947513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -214749.546875 Penalty: 1144.518555
	Iteration 0F: 2 clusters Score -214749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212757.375000 Penalty: 2289.037109
	Iteration 0F: 3 clusters Score -212757.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213307.109375 Penalty: 2289.037109
	Iteration 1F: 3 clusters Score -213307.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213469.687500 Penalty: 2289.037109
	Iteration 2F: 3 clusters Score -213469.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213569.921875 Penalty: 2289.037109
	Iteration 3F: 3 clusters Score -213569.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213637.718750 Penalty: 2289.037109
	Iteration 4Q: 3 clusters Score -213637.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213699.125000 Penalty: 2289.037109
	Iteration 5Q: 3 clusters Score -213699.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -213729.593750 Penalty: 2289.037109
	Iteration 6Q: 3 clusters Score -213729.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213755.250000 Penalty: 2289.037109
	Iteration 7Q: 3 clusters Score -213755.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213773.093750 Penalty: 2289.037109
	Iteration 8Q: 3 clusters Score -213773.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213797.421875 Penalty: 2289.037109
	Iteration 9Q: 3 clusters Score -213797.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -213818.625000 Penalty: 2289.037109
	Iteration 10Q: 3 clusters Score -213818.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -213834.578125 Penalty: 2289.037109
	Iteration 11Q: 3 clusters Score -213834.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213851.218750 Penalty: 2289.037109
	Iteration 12Q: 3 clusters Score -213851.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -213863.453125 Penalty: 2289.037109
	Iteration 13Q: 3 clusters Score -213863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -213879.531250 Penalty: 2289.037109
	Iteration 14Q: 3 clusters Score -213879.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213896.421875 Penalty: 2289.037109
	Iteration 15Q: 3 clusters Score -213896.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213924.515625 Penalty: 2289.037109
	Iteration 16Q: 3 clusters Score -213924.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213948.328125 Penalty: 2289.037109
	Iteration 17Q: 3 clusters Score -213948.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213960.390625 Penalty: 2289.037109
	Iteration 18Q: 3 clusters Score -213960.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213969.281250 Penalty: 2289.037109
	Iteration 19Q: 3 clusters Score -213969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213976.468750 Penalty: 2289.037109
	Iteration 20F: 3 clusters Score -213976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213979.765625 Penalty: 2289.037109
	Iteration 21Q: 3 clusters Score -213979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213981.781250 Penalty: 2289.037109
	Iteration 22Q: 3 clusters Score -213981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213983.234375 Penalty: 2289.037109
	Iteration 23Q: 3 clusters Score -213983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213984.109375 Penalty: 2289.037109
	Iteration 24Q: 3 clusters Score -213984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213984.109375 Penalty: 2289.037109
	Iteration 25F: 3 clusters Score -213984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Entering Unmasked Estep 
Score: -2198580.500000 Penalty: 1462.078491
	Iteration 0F: 2 clusters Score -2198580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2186362.000000 Penalty: 2924.156982
	Iteration 0F: 3 clusters Score -2186362 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2190870.500000 Penalty: 2924.156982
	Iteration 1F: 3 clusters Score -2190870 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2191226.000000 Penalty: 2924.156982
	Iteration 2F: 3 clusters Score -2191226 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2191530.750000 Penalty: 2924.156982
	Iteration 3Q: 3 clusters Score -2191531 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2191809.750000 Penalty: 2924.156982
	Iteration 4Q: 3 clusters Score -2191810 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2192144.000000 Penalty: 2924.156982
	Iteration 5Q: 3 clusters Score -2192144 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2192529.250000 Penalty: 2924.156982
	Iteration 6Q: 3 clusters Score -2192529 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2192963.000000 Penalty: 2924.156982
	Iteration 7Q: 3 clusters Score -2192963 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2193428.250000 Penalty: 2924.156982
	Iteration 8Q: 3 clusters Score -2193428 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2193929.250000 Penalty: 2924.156982
	Iteration 9Q: 3 clusters Score -2193929 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2194387.250000 Penalty: 2924.156982
	Iteration 10Q: 3 clusters Score -2194387 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2194812.250000 Penalty: 2924.156982
	Iteration 11Q: 3 clusters Score -2194812 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2195173.000000 Penalty: 2924.156982
	Iteration 12Q: 3 clusters Score -2195173 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2195486.000000 Penalty: 2924.156982
	Iteration 13Q: 3 clusters Score -2195486 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2195715.000000 Penalty: 2924.156982
	Iteration 14Q: 3 clusters Score -2195715 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2195933.500000 Penalty: 2924.156982
	Iteration 15Q: 3 clusters Score -2195934 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2196145.000000 Penalty: 2924.156982
	Iteration 16Q: 3 clusters Score -2196145 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2196321.500000 Penalty: 2924.156982
	Iteration 17Q: 3 clusters Score -2196322 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2196472.750000 Penalty: 2924.156982
	Iteration 18Q: 3 clusters Score -2196473 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2196600.000000 Penalty: 2924.156982
	Iteration 19Q: 3 clusters Score -2196600 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2196696.500000 Penalty: 2924.156982
	Iteration 20F: 3 clusters Score -2196696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2196789.500000 Penalty: 2924.156982
	Iteration 21Q: 3 clusters Score -2196790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2196866.000000 Penalty: 2924.156982
	Iteration 22Q: 3 clusters Score -2196866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2196954.000000 Penalty: 2924.156982
	Iteration 23Q: 3 clusters Score -2196954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2197032.250000 Penalty: 2924.156982
	Iteration 24Q: 3 clusters Score -2197032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2197095.250000 Penalty: 2924.156982
	Iteration 25Q: 3 clusters Score -2197095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2197154.000000 Penalty: 2924.156982
	Iteration 26Q: 3 clusters Score -2197154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2197207.250000 Penalty: 2924.156982
	Iteration 27Q: 3 clusters Score -2197207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2197246.000000 Penalty: 2924.156982
	Iteration 28Q: 3 clusters Score -2197246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2197281.500000 Penalty: 2924.156982
	Iteration 29Q: 3 clusters Score -2197282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2197303.500000 Penalty: 2924.156982
	Iteration 30Q: 3 clusters Score -2197304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2197325.000000 Penalty: 2924.156982
	Iteration 31Q: 3 clusters Score -2197325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2197336.250000 Penalty: 2924.156982
	Iteration 32Q: 3 clusters Score -2197336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2197362.500000 Penalty: 2924.156982
	Iteration 33Q: 3 clusters Score -2197362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2197383.500000 Penalty: 2924.156982
	Iteration 34Q: 3 clusters Score -2197384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2197398.500000 Penalty: 2924.156982
	Iteration 35Q: 3 clusters Score -2197398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2197413.250000 Penalty: 2924.156982
	Iteration 36Q: 3 clusters Score -2197413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2197420.000000 Penalty: 2924.156982
	Iteration 37Q: 3 clusters Score -2197420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2197427.750000 Penalty: 2924.156982
	Iteration 38Q: 3 clusters Score -2197428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2197431.500000 Penalty: 2924.156982
	Iteration 39Q: 3 clusters Score -2197432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2197432.500000 Penalty: 2924.156982
	Iteration 40F: 3 clusters Score -2197432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2197438.750000 Penalty: 2924.156982
	Iteration 41Q: 3 clusters Score -2197439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2197440.750000 Penalty: 2924.156982
	Iteration 42Q: 3 clusters Score -2197441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2197443.000000 Penalty: 2924.156982
	Iteration 43Q: 3 clusters Score -2197443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2197442.250000 Penalty: 2924.156982
	Iteration 44Q: 3 clusters Score -2197442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2197444.500000 Penalty: 2924.156982
	Iteration 45Q: 3 clusters Score -2197444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2197446.500000 Penalty: 2924.156982
	Iteration 46Q: 3 clusters Score -2197446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2197446.750000 Penalty: 2924.156982
	Iteration 47Q: 3 clusters Score -2197447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2197451.250000 Penalty: 2924.156982
	Iteration 48Q: 3 clusters Score -2197451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2197449.000000 Penalty: 2924.156982
	Iteration 49Q: 3 clusters Score -2197449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2197451.250000 Penalty: 2924.156982
	Iteration 50Q: 3 clusters Score -2197451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2197452.250000 Penalty: 2924.156982
	Iteration 51Q: 3 clusters Score -2197452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2197451.500000 Penalty: 2924.156982
	Iteration 52Q: 3 clusters Score -2197452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2197454.750000 Penalty: 2924.156982
	Iteration 53Q: 3 clusters Score -2197455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2197458.500000 Penalty: 2924.156982
	Iteration 54Q: 3 clusters Score -2197458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2197461.000000 Penalty: 2924.156982
	Iteration 55Q: 3 clusters Score -2197461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2197460.500000 Penalty: 2924.156982
	Iteration 56Q: 3 clusters Score -2197460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2197462.250000 Penalty: 2924.156982
	Iteration 57Q: 3 clusters Score -2197462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2197462.250000 Penalty: 2924.156982
	Iteration 58F: 3 clusters Score -2197462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Entering Unmasked Estep 
Score: -1300563.000000 Penalty: 1392.583618
	Iteration 0F: 2 clusters Score -1300563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1292769.750000 Penalty: 2785.167236
	Iteration 0F: 3 clusters Score -1292770 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1295316.625000 Penalty: 2785.167236
	Iteration 1F: 3 clusters Score -1295317 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1295633.250000 Penalty: 2785.167236
	Iteration 2F: 3 clusters Score -1295633 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1295892.750000 Penalty: 2785.167236
	Iteration 3F: 3 clusters Score -1295893 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1296087.500000 Penalty: 2785.167236
	Iteration 4Q: 3 clusters Score -1296088 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1296251.000000 Penalty: 2785.167236
	Iteration 5Q: 3 clusters Score -1296251 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1296391.625000 Penalty: 2785.167236
	Iteration 6Q: 3 clusters Score -1296392 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1296509.875000 Penalty: 2785.167236
	Iteration 7Q: 3 clusters Score -1296510 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1296640.125000 Penalty: 2785.167236
	Iteration 8Q: 3 clusters Score -1296640 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1296774.625000 Penalty: 2785.167236
	Iteration 9Q: 3 clusters Score -1296775 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1296934.500000 Penalty: 2785.167236
	Iteration 10Q: 3 clusters Score -1296934 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1297104.500000 Penalty: 2785.167236
	Iteration 11Q: 3 clusters Score -1297104 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1297316.875000 Penalty: 2785.167236
	Iteration 12Q: 3 clusters Score -1297317 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1297513.750000 Penalty: 2785.167236
	Iteration 13Q: 3 clusters Score -1297514 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1297736.625000 Penalty: 2785.167236
	Iteration 14Q: 3 clusters Score -1297737 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1297921.625000 Penalty: 2785.167236
	Iteration 15Q: 3 clusters Score -1297922 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1298100.125000 Penalty: 2785.167236
	Iteration 16Q: 3 clusters Score -1298100 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1298240.625000 Penalty: 2785.167236
	Iteration 17Q: 3 clusters Score -1298241 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1298352.750000 Penalty: 2785.167236
	Iteration 18Q: 3 clusters Score -1298353 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1298432.875000 Penalty: 2785.167236
	Iteration 19Q: 3 clusters Score -1298433 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1298494.250000 Penalty: 2785.167236
	Iteration 20F: 3 clusters Score -1298494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1298534.125000 Penalty: 2785.167236
	Iteration 21Q: 3 clusters Score -1298534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1298555.875000 Penalty: 2785.167236
	Iteration 22Q: 3 clusters Score -1298556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1298581.875000 Penalty: 2785.167236
	Iteration 23Q: 3 clusters Score -1298582 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1298608.875000 Penalty: 2785.167236
	Iteration 24Q: 3 clusters Score -1298609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1298628.875000 Penalty: 2785.167236
	Iteration 25Q: 3 clusters Score -1298629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1298650.375000 Penalty: 2785.167236
	Iteration 26Q: 3 clusters Score -1298650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1298668.875000 Penalty: 2785.167236
	Iteration 27Q: 3 clusters Score -1298669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1298686.000000 Penalty: 2785.167236
	Iteration 28Q: 3 clusters Score -1298686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1298708.250000 Penalty: 2785.167236
	Iteration 29Q: 3 clusters Score -1298708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1298711.125000 Penalty: 2785.167236
	Iteration 30Q: 3 clusters Score -1298711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1298728.000000 Penalty: 2785.167236
	Iteration 31Q: 3 clusters Score -1298728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1298750.875000 Penalty: 2785.167236
	Iteration 32Q: 3 clusters Score -1298751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1298765.875000 Penalty: 2785.167236
	Iteration 33Q: 3 clusters Score -1298766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1298790.625000 Penalty: 2785.167236
	Iteration 34Q: 3 clusters Score -1298791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1298798.125000 Penalty: 2785.167236
	Iteration 35Q: 3 clusters Score -1298798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1298806.500000 Penalty: 2785.167236
	Iteration 36Q: 3 clusters Score -1298806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1298819.500000 Penalty: 2785.167236
	Iteration 37Q: 3 clusters Score -1298820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1298830.500000 Penalty: 2785.167236
	Iteration 38Q: 3 clusters Score -1298830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1298838.750000 Penalty: 2785.167236
	Iteration 39Q: 3 clusters Score -1298839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1298843.750000 Penalty: 2785.167236
	Iteration 40F: 3 clusters Score -1298844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1298850.250000 Penalty: 2785.167236
	Iteration 41Q: 3 clusters Score -1298850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1298862.500000 Penalty: 2785.167236
	Iteration 42Q: 3 clusters Score -1298862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1298870.375000 Penalty: 2785.167236
	Iteration 43Q: 3 clusters Score -1298870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1298874.000000 Penalty: 2785.167236
	Iteration 44Q: 3 clusters Score -1298874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1298884.125000 Penalty: 2785.167236
	Iteration 45Q: 3 clusters Score -1298884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1298892.750000 Penalty: 2785.167236
	Iteration 46Q: 3 clusters Score -1298893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1298901.375000 Penalty: 2785.167236
	Iteration 47Q: 3 clusters Score -1298901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1298902.750000 Penalty: 2785.167236
	Iteration 48Q: 3 clusters Score -1298903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1298922.625000 Penalty: 2785.167236
	Iteration 49Q: 3 clusters Score -1298923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1298933.750000 Penalty: 2785.167236
	Iteration 50Q: 3 clusters Score -1298934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1298950.000000 Penalty: 2785.167236
	Iteration 51Q: 3 clusters Score -1298950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1298963.500000 Penalty: 2785.167236
	Iteration 52Q: 3 clusters Score -1298964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1298972.875000 Penalty: 2785.167236
	Iteration 53Q: 3 clusters Score -1298973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1298986.000000 Penalty: 2785.167236
	Iteration 54Q: 3 clusters Score -1298986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1298996.250000 Penalty: 2785.167236
	Iteration 55Q: 3 clusters Score -1298996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1299008.500000 Penalty: 2785.167236
	Iteration 56Q: 3 clusters Score -1299008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1299016.250000 Penalty: 2785.167236
	Iteration 57Q: 3 clusters Score -1299016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1299025.500000 Penalty: 2785.167236
	Iteration 58Q: 3 clusters Score -1299026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1299036.500000 Penalty: 2785.167236
	Iteration 59Q: 3 clusters Score -1299036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1299045.875000 Penalty: 2785.167236
	Iteration 60F: 3 clusters Score -1299046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1299053.625000 Penalty: 2785.167236
	Iteration 61Q: 3 clusters Score -1299054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1299059.625000 Penalty: 2785.167236
	Iteration 62Q: 3 clusters Score -1299060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1299064.750000 Penalty: 2785.167236
	Iteration 63Q: 3 clusters Score -1299065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1299074.750000 Penalty: 2785.167236
	Iteration 64Q: 3 clusters Score -1299075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1299085.000000 Penalty: 2785.167236
	Iteration 65Q: 3 clusters Score -1299085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1299090.000000 Penalty: 2785.167236
	Iteration 66Q: 3 clusters Score -1299090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1299095.250000 Penalty: 2785.167236
	Iteration 67Q: 3 clusters Score -1299095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1299104.500000 Penalty: 2785.167236
	Iteration 68Q: 3 clusters Score -1299104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1299107.125000 Penalty: 2785.167236
	Iteration 69Q: 3 clusters Score -1299107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1299114.125000 Penalty: 2785.167236
	Iteration 70Q: 3 clusters Score -1299114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1299127.875000 Penalty: 2785.167236
	Iteration 71Q: 3 clusters Score -1299128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1299131.375000 Penalty: 2785.167236
	Iteration 72Q: 3 clusters Score -1299131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1299135.625000 Penalty: 2785.167236
	Iteration 73Q: 3 clusters Score -1299136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1299145.250000 Penalty: 2785.167236
	Iteration 74Q: 3 clusters Score -1299145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1299151.875000 Penalty: 2785.167236
	Iteration 75Q: 3 clusters Score -1299152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1299161.375000 Penalty: 2785.167236
	Iteration 76Q: 3 clusters Score -1299161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1299172.500000 Penalty: 2785.167236
	Iteration 77Q: 3 clusters Score -1299172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1299180.500000 Penalty: 2785.167236
	Iteration 78Q: 3 clusters Score -1299180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1299193.375000 Penalty: 2785.167236
	Iteration 79Q: 3 clusters Score -1299193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1299201.000000 Penalty: 2785.167236
	Iteration 80F: 3 clusters Score -1299201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1299212.500000 Penalty: 2785.167236
	Iteration 81Q: 3 clusters Score -1299212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1299225.750000 Penalty: 2785.167236
	Iteration 82Q: 3 clusters Score -1299226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1299244.250000 Penalty: 2785.167236
	Iteration 83Q: 3 clusters Score -1299244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1299259.125000 Penalty: 2785.167236
	Iteration 84Q: 3 clusters Score -1299259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1299268.125000 Penalty: 2785.167236
	Iteration 85Q: 3 clusters Score -1299268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1299282.500000 Penalty: 2785.167236
	Iteration 86Q: 3 clusters Score -1299282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1299296.875000 Penalty: 2785.167236
	Iteration 87Q: 3 clusters Score -1299297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1299311.125000 Penalty: 2785.167236
	Iteration 88Q: 3 clusters Score -1299311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1299328.875000 Penalty: 2785.167236
	Iteration 89Q: 3 clusters Score -1299329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1299344.000000 Penalty: 2785.167236
	Iteration 90Q: 3 clusters Score -1299344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1299358.125000 Penalty: 2785.167236
	Iteration 91Q: 3 clusters Score -1299358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1299372.500000 Penalty: 2785.167236
	Iteration 92Q: 3 clusters Score -1299372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1299379.000000 Penalty: 2785.167236
	Iteration 93Q: 3 clusters Score -1299379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1299384.500000 Penalty: 2785.167236
	Iteration 94Q: 3 clusters Score -1299384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1299392.875000 Penalty: 2785.167236
	Iteration 95Q: 3 clusters Score -1299393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1299394.750000 Penalty: 2785.167236
	Iteration 96Q: 3 clusters Score -1299395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1299400.875000 Penalty: 2785.167236
	Iteration 97Q: 3 clusters Score -1299401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1299407.000000 Penalty: 2785.167236
	Iteration 98Q: 3 clusters Score -1299407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1299417.375000 Penalty: 2785.167236
	Iteration 99Q: 3 clusters Score -1299417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1299426.750000 Penalty: 2785.167236
	Iteration 100F: 3 clusters Score -1299427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1299432.125000 Penalty: 2785.167236
	Iteration 101Q: 3 clusters Score -1299432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1299444.750000 Penalty: 2785.167236
	Iteration 102Q: 3 clusters Score -1299445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1299461.625000 Penalty: 2785.167236
	Iteration 103Q: 3 clusters Score -1299462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1299468.750000 Penalty: 2785.167236
	Iteration 104Q: 3 clusters Score -1299469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1299485.875000 Penalty: 2785.167236
	Iteration 105Q: 3 clusters Score -1299486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1299499.625000 Penalty: 2785.167236
	Iteration 106Q: 3 clusters Score -1299500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1299508.250000 Penalty: 2785.167236
	Iteration 107Q: 3 clusters Score -1299508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1299515.375000 Penalty: 2785.167236
	Iteration 108Q: 3 clusters Score -1299515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1299516.875000 Penalty: 2785.167236
	Iteration 109Q: 3 clusters Score -1299517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1299521.375000 Penalty: 2785.167236
	Iteration 110Q: 3 clusters Score -1299521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1299523.625000 Penalty: 2785.167236
	Iteration 111Q: 3 clusters Score -1299524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1299526.125000 Penalty: 2785.167236
	Iteration 112Q: 3 clusters Score -1299526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1299528.375000 Penalty: 2785.167236
	Iteration 113Q: 3 clusters Score -1299528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1299527.875000 Penalty: 2785.167236
	Iteration 114Q: 3 clusters Score -1299528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1299529.125000 Penalty: 2785.167236
	Iteration 115Q: 3 clusters Score -1299529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1299529.500000 Penalty: 2785.167236
	Iteration 116Q: 3 clusters Score -1299530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1299529.500000 Penalty: 2785.167236
	Iteration 117F: 3 clusters Score -1299530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Entering Unmasked Estep 
Score: -3776612.500000 Penalty: 1545.028564
	Iteration 0F: 2 clusters Score -3776612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3755540.250000 Penalty: 3090.057129
	Iteration 0F: 3 clusters Score -3755540 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3763528.250000 Penalty: 3090.057129
	Iteration 1F: 3 clusters Score -3763528 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3764039.250000 Penalty: 3090.057129
	Iteration 2Q: 3 clusters Score -3764039 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3764465.500000 Penalty: 3090.057129
	Iteration 3Q: 3 clusters Score -3764466 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3764930.000000 Penalty: 3090.057129
	Iteration 4Q: 3 clusters Score -3764930 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3765473.500000 Penalty: 3090.057129
	Iteration 5Q: 3 clusters Score -3765474 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3766158.750000 Penalty: 3090.057129
	Iteration 6Q: 3 clusters Score -3766159 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3767108.750000 Penalty: 3090.057129
	Iteration 7Q: 3 clusters Score -3767109 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3768386.250000 Penalty: 3090.057129
	Iteration 8F: 3 clusters Score -3768386 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3769983.500000 Penalty: 3090.057129
	Iteration 9F: 3 clusters Score -3769984 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3771715.250000 Penalty: 3090.057129
	Iteration 10F: 3 clusters Score -3771715 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3773107.500000 Penalty: 3090.057129
	Iteration 11Q: 3 clusters Score -3773108 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3774055.500000 Penalty: 3090.057129
	Iteration 12Q: 3 clusters Score -3774056 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3774634.250000 Penalty: 3090.057129
	Iteration 13Q: 3 clusters Score -3774634 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3774948.500000 Penalty: 3090.057129
	Iteration 14Q: 3 clusters Score -3774948 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3775122.500000 Penalty: 3090.057129
	Iteration 15Q: 3 clusters Score -3775122 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3775220.000000 Penalty: 3090.057129
	Iteration 16Q: 3 clusters Score -3775220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3775281.250000 Penalty: 3090.057129
	Iteration 17Q: 3 clusters Score -3775281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -3775330.000000 Penalty: 3090.057129
	Iteration 18Q: 3 clusters Score -3775330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3775370.000000 Penalty: 3090.057129
	Iteration 19Q: 3 clusters Score -3775370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3775412.750000 Penalty: 3090.057129
	Iteration 20F: 3 clusters Score -3775413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3775439.000000 Penalty: 3090.057129
	Iteration 21Q: 3 clusters Score -3775439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3775457.000000 Penalty: 3090.057129
	Iteration 22Q: 3 clusters Score -3775457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3775469.250000 Penalty: 3090.057129
	Iteration 23Q: 3 clusters Score -3775469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3775486.500000 Penalty: 3090.057129
	Iteration 24Q: 3 clusters Score -3775486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3775498.000000 Penalty: 3090.057129
	Iteration 25Q: 3 clusters Score -3775498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3775506.000000 Penalty: 3090.057129
	Iteration 26Q: 3 clusters Score -3775506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -3775514.500000 Penalty: 3090.057129
	Iteration 27Q: 3 clusters Score -3775514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3775519.500000 Penalty: 3090.057129
	Iteration 28Q: 3 clusters Score -3775520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3775523.000000 Penalty: 3090.057129
	Iteration 29Q: 3 clusters Score -3775523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3775526.000000 Penalty: 3090.057129
	Iteration 30Q: 3 clusters Score -3775526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3775526.250000 Penalty: 3090.057129
	Iteration 31Q: 3 clusters Score -3775526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3775529.000000 Penalty: 3090.057129
	Iteration 32Q: 3 clusters Score -3775529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3775532.000000 Penalty: 3090.057129
	Iteration 33Q: 3 clusters Score -3775532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3775532.000000 Penalty: 3090.057129
	Iteration 34F: 3 clusters Score -3775532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -736501.625000 Penalty: 1306.946655
	Iteration 0F: 2 clusters Score -736501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -731984.187500 Penalty: 2613.893311
	Iteration 0F: 3 clusters Score -731984.2 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -733329.687500 Penalty: 2613.893311
	Iteration 1F: 3 clusters Score -733329.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -733579.687500 Penalty: 2613.893311
	Iteration 2F: 3 clusters Score -733579.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -733737.312500 Penalty: 2613.893311
	Iteration 3Q: 3 clusters Score -733737.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -733853.437500 Penalty: 2613.893311
	Iteration 4Q: 3 clusters Score -733853.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -733958.250000 Penalty: 2613.893311
	Iteration 5Q: 3 clusters Score -733958.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -734071.500000 Penalty: 2613.893311
	Iteration 6Q: 3 clusters Score -734071.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -734192.250000 Penalty: 2613.893311
	Iteration 7Q: 3 clusters Score -734192.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -734321.437500 Penalty: 2613.893311
	Iteration 8Q: 3 clusters Score -734321.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -734431.375000 Penalty: 2613.893311
	Iteration 9Q: 3 clusters Score -734431.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -734569.562500 Penalty: 2613.893311
	Iteration 10Q: 3 clusters Score -734569.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -734713.812500 Penalty: 2613.893311
	Iteration 11Q: 3 clusters Score -734713.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -734836.625000 Penalty: 2613.893311
	Iteration 12Q: 3 clusters Score -734836.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -734931.062500 Penalty: 2613.893311
	Iteration 13Q: 3 clusters Score -734931.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -735017.250000 Penalty: 2613.893311
	Iteration 14Q: 3 clusters Score -735017.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -735095.062500 Penalty: 2613.893311
	Iteration 15Q: 3 clusters Score -735095.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -735150.250000 Penalty: 2613.893311
	Iteration 16Q: 3 clusters Score -735150.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -735200.312500 Penalty: 2613.893311
	Iteration 17Q: 3 clusters Score -735200.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -735242.250000 Penalty: 2613.893311
	Iteration 18Q: 3 clusters Score -735242.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -735275.437500 Penalty: 2613.893311
	Iteration 19Q: 3 clusters Score -735275.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -735297.312500 Penalty: 2613.893311
	Iteration 20F: 3 clusters Score -735297.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -735322.250000 Penalty: 2613.893311
	Iteration 21Q: 3 clusters Score -735322.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -735342.875000 Penalty: 2613.893311
	Iteration 22Q: 3 clusters Score -735342.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -735357.812500 Penalty: 2613.893311
	Iteration 23Q: 3 clusters Score -735357.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -735371.625000 Penalty: 2613.893311
	Iteration 24Q: 3 clusters Score -735371.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -735385.125000 Penalty: 2613.893311
	Iteration 25Q: 3 clusters Score -735385.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -735402.500000 Penalty: 2613.893311
	Iteration 26Q: 3 clusters Score -735402.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -735419.187500 Penalty: 2613.893311
	Iteration 27Q: 3 clusters Score -735419.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -735432.750000 Penalty: 2613.893311
	Iteration 28Q: 3 clusters Score -735432.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -735439.312500 Penalty: 2613.893311
	Iteration 29Q: 3 clusters Score -735439.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -735445.750000 Penalty: 2613.893311
	Iteration 30Q: 3 clusters Score -735445.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -735450.437500 Penalty: 2613.893311
	Iteration 31Q: 3 clusters Score -735450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -735454.937500 Penalty: 2613.893311
	Iteration 32Q: 3 clusters Score -735454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -735454.687500 Penalty: 2613.893311
	Iteration 33Q: 3 clusters Score -735454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -735456.687500 Penalty: 2613.893311
	Iteration 34Q: 3 clusters Score -735456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -735455.625000 Penalty: 2613.893311
	Iteration 35Q: 3 clusters Score -735455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -735456.687500 Penalty: 2613.893311
	Iteration 36Q: 3 clusters Score -735456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -735459.062500 Penalty: 2613.893311
	Iteration 37Q: 3 clusters Score -735459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -735462.000000 Penalty: 2613.893311
	Iteration 38Q: 3 clusters Score -735462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -735463.125000 Penalty: 2613.893311
	Iteration 39Q: 3 clusters Score -735463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -735464.687500 Penalty: 2613.893311
	Iteration 40F: 3 clusters Score -735464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -735463.937500 Penalty: 2613.893311
	Iteration 41Q: 3 clusters Score -735463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -735463.937500 Penalty: 2613.893311
	Iteration 42F: 3 clusters Score -735463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Entering Unmasked Estep 
Score: -1256308.625000 Penalty: 1389.956543
	Iteration 0F: 2 clusters Score -1256309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1248636.000000 Penalty: 2779.913086
	Iteration 0F: 3 clusters Score -1248636 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1251212.250000 Penalty: 2779.913086
	Iteration 1F: 3 clusters Score -1251212 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1251545.125000 Penalty: 2779.913086
	Iteration 2F: 3 clusters Score -1251545 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1251785.750000 Penalty: 2779.913086
	Iteration 3Q: 3 clusters Score -1251786 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1251979.750000 Penalty: 2779.913086
	Iteration 4Q: 3 clusters Score -1251980 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1252149.875000 Penalty: 2779.913086
	Iteration 5Q: 3 clusters Score -1252150 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1252317.625000 Penalty: 2779.913086
	Iteration 6Q: 3 clusters Score -1252318 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1252477.375000 Penalty: 2779.913086
	Iteration 7Q: 3 clusters Score -1252477 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1252618.750000 Penalty: 2779.913086
	Iteration 8Q: 3 clusters Score -1252619 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1252784.250000 Penalty: 2779.913086
	Iteration 9Q: 3 clusters Score -1252784 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1252978.750000 Penalty: 2779.913086
	Iteration 10Q: 3 clusters Score -1252979 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1253204.250000 Penalty: 2779.913086
	Iteration 11Q: 3 clusters Score -1253204 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1253447.125000 Penalty: 2779.913086
	Iteration 12Q: 3 clusters Score -1253447 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1253690.750000 Penalty: 2779.913086
	Iteration 13Q: 3 clusters Score -1253691 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1253905.500000 Penalty: 2779.913086
	Iteration 14Q: 3 clusters Score -1253906 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1254090.750000 Penalty: 2779.913086
	Iteration 15Q: 3 clusters Score -1254091 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1254245.500000 Penalty: 2779.913086
	Iteration 16Q: 3 clusters Score -1254246 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1254382.625000 Penalty: 2779.913086
	Iteration 17Q: 3 clusters Score -1254383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1254513.500000 Penalty: 2779.913086
	Iteration 18Q: 3 clusters Score -1254514 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1254627.500000 Penalty: 2779.913086
	Iteration 19Q: 3 clusters Score -1254628 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1254736.250000 Penalty: 2779.913086
	Iteration 20F: 3 clusters Score -1254736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1254818.875000 Penalty: 2779.913086
	Iteration 21Q: 3 clusters Score -1254819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1254887.500000 Penalty: 2779.913086
	Iteration 22Q: 3 clusters Score -1254888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1254933.625000 Penalty: 2779.913086
	Iteration 23Q: 3 clusters Score -1254934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1254971.500000 Penalty: 2779.913086
	Iteration 24Q: 3 clusters Score -1254972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1254993.500000 Penalty: 2779.913086
	Iteration 25Q: 3 clusters Score -1254994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1255017.125000 Penalty: 2779.913086
	Iteration 26Q: 3 clusters Score -1255017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1255045.375000 Penalty: 2779.913086
	Iteration 27Q: 3 clusters Score -1255045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1255067.750000 Penalty: 2779.913086
	Iteration 28Q: 3 clusters Score -1255068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1255086.000000 Penalty: 2779.913086
	Iteration 29Q: 3 clusters Score -1255086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1255104.875000 Penalty: 2779.913086
	Iteration 30Q: 3 clusters Score -1255105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1255116.875000 Penalty: 2779.913086
	Iteration 31Q: 3 clusters Score -1255117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1255125.750000 Penalty: 2779.913086
	Iteration 32Q: 3 clusters Score -1255126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1255135.375000 Penalty: 2779.913086
	Iteration 33Q: 3 clusters Score -1255135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1255143.125000 Penalty: 2779.913086
	Iteration 34Q: 3 clusters Score -1255143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1255151.125000 Penalty: 2779.913086
	Iteration 35Q: 3 clusters Score -1255151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1255157.500000 Penalty: 2779.913086
	Iteration 36Q: 3 clusters Score -1255158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1255158.625000 Penalty: 2779.913086
	Iteration 37Q: 3 clusters Score -1255159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1255161.250000 Penalty: 2779.913086
	Iteration 38Q: 3 clusters Score -1255161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1255169.250000 Penalty: 2779.913086
	Iteration 39Q: 3 clusters Score -1255169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1255172.000000 Penalty: 2779.913086
	Iteration 40F: 3 clusters Score -1255172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1255174.000000 Penalty: 2779.913086
	Iteration 41Q: 3 clusters Score -1255174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1255176.250000 Penalty: 2779.913086
	Iteration 42Q: 3 clusters Score -1255176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1255178.625000 Penalty: 2779.913086
	Iteration 43Q: 3 clusters Score -1255179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1255180.375000 Penalty: 2779.913086
	Iteration 44Q: 3 clusters Score -1255180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1255181.625000 Penalty: 2779.913086
	Iteration 45Q: 3 clusters Score -1255182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1255182.250000 Penalty: 2779.913086
	Iteration 46Q: 3 clusters Score -1255182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1255183.375000 Penalty: 2779.913086
	Iteration 47Q: 3 clusters Score -1255183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1255185.375000 Penalty: 2779.913086
	Iteration 48Q: 3 clusters Score -1255185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1255185.375000 Penalty: 2779.913086
	Iteration 49F: 3 clusters Score -1255185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Entering Unmasked Estep 
Score: -1222317.000000 Penalty: 1389.367920
	Iteration 0F: 2 clusters Score -1222317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1214714.375000 Penalty: 2778.735840
	Iteration 0F: 3 clusters Score -1214714 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1217280.375000 Penalty: 2778.735840
	Iteration 1F: 3 clusters Score -1217280 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1217672.750000 Penalty: 2778.735840
	Iteration 2F: 3 clusters Score -1217673 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1218031.750000 Penalty: 2778.735840
	Iteration 3F: 3 clusters Score -1218032 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1218374.500000 Penalty: 2778.735840
	Iteration 4F: 3 clusters Score -1218374 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1218730.875000 Penalty: 2778.735840
	Iteration 5F: 3 clusters Score -1218731 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1219112.000000 Penalty: 2778.735840
	Iteration 6F: 3 clusters Score -1219112 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1219475.000000 Penalty: 2778.735840
	Iteration 7F: 3 clusters Score -1219475 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1219809.625000 Penalty: 2778.735840
	Iteration 8Q: 3 clusters Score -1219810 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1220090.125000 Penalty: 2778.735840
	Iteration 9Q: 3 clusters Score -1220090 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1220299.750000 Penalty: 2778.735840
	Iteration 10Q: 3 clusters Score -1220300 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1220474.875000 Penalty: 2778.735840
	Iteration 11Q: 3 clusters Score -1220475 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1220615.500000 Penalty: 2778.735840
	Iteration 12Q: 3 clusters Score -1220616 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1220744.500000 Penalty: 2778.735840
	Iteration 13Q: 3 clusters Score -1220744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1220850.750000 Penalty: 2778.735840
	Iteration 14Q: 3 clusters Score -1220851 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1220928.375000 Penalty: 2778.735840
	Iteration 15Q: 3 clusters Score -1220928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1221016.000000 Penalty: 2778.735840
	Iteration 16Q: 3 clusters Score -1221016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1221088.125000 Penalty: 2778.735840
	Iteration 17Q: 3 clusters Score -1221088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1221138.500000 Penalty: 2778.735840
	Iteration 18Q: 3 clusters Score -1221138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1221187.750000 Penalty: 2778.735840
	Iteration 19Q: 3 clusters Score -1221188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1221227.250000 Penalty: 2778.735840
	Iteration 20F: 3 clusters Score -1221227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1221253.125000 Penalty: 2778.735840
	Iteration 21Q: 3 clusters Score -1221253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1221283.500000 Penalty: 2778.735840
	Iteration 22Q: 3 clusters Score -1221284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1221302.875000 Penalty: 2778.735840
	Iteration 23Q: 3 clusters Score -1221303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1221324.750000 Penalty: 2778.735840
	Iteration 24Q: 3 clusters Score -1221325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1221341.875000 Penalty: 2778.735840
	Iteration 25Q: 3 clusters Score -1221342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1221356.125000 Penalty: 2778.735840
	Iteration 26Q: 3 clusters Score -1221356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1221364.125000 Penalty: 2778.735840
	Iteration 27Q: 3 clusters Score -1221364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1221375.875000 Penalty: 2778.735840
	Iteration 28Q: 3 clusters Score -1221376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1221386.250000 Penalty: 2778.735840
	Iteration 29Q: 3 clusters Score -1221386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1221393.250000 Penalty: 2778.735840
	Iteration 30Q: 3 clusters Score -1221393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1221398.375000 Penalty: 2778.735840
	Iteration 31Q: 3 clusters Score -1221398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1221401.125000 Penalty: 2778.735840
	Iteration 32Q: 3 clusters Score -1221401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1221405.750000 Penalty: 2778.735840
	Iteration 33Q: 3 clusters Score -1221406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1221409.500000 Penalty: 2778.735840
	Iteration 34Q: 3 clusters Score -1221410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1221410.500000 Penalty: 2778.735840
	Iteration 35Q: 3 clusters Score -1221410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1221416.875000 Penalty: 2778.735840
	Iteration 36Q: 3 clusters Score -1221417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1221421.250000 Penalty: 2778.735840
	Iteration 37Q: 3 clusters Score -1221421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1221419.375000 Penalty: 2778.735840
	Iteration 38Q: 3 clusters Score -1221419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1221421.875000 Penalty: 2778.735840
	Iteration 39Q: 3 clusters Score -1221422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1221420.000000 Penalty: 2778.735840
	Iteration 40F: 3 clusters Score -1221420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1221419.875000 Penalty: 2778.735840
	Iteration 41Q: 3 clusters Score -1221420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1221421.625000 Penalty: 2778.735840
	Iteration 42Q: 3 clusters Score -1221422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1221422.125000 Penalty: 2778.735840
	Iteration 43Q: 3 clusters Score -1221422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1221420.500000 Penalty: 2778.735840
	Iteration 44Q: 3 clusters Score -1221420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1221420.500000 Penalty: 2778.735840
	Iteration 45F: 3 clusters Score -1221420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1703220.500000 Penalty: 1439.773438
	Iteration 0F: 2 clusters Score -1703220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1692718.000000 Penalty: 2879.546875
	Iteration 0F: 3 clusters Score -1692718 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1696522.125000 Penalty: 2879.546875
	Iteration 1F: 3 clusters Score -1696522 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1697008.625000 Penalty: 2879.546875
	Iteration 2F: 3 clusters Score -1697009 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1697457.750000 Penalty: 2879.546875
	Iteration 3F: 3 clusters Score -1697458 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1697920.625000 Penalty: 2879.546875
	Iteration 4F: 3 clusters Score -1697921 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1698405.000000 Penalty: 2879.546875
	Iteration 5F: 3 clusters Score -1698405 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1698892.875000 Penalty: 2879.546875
	Iteration 6F: 3 clusters Score -1698893 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1699319.625000 Penalty: 2879.546875
	Iteration 7F: 3 clusters Score -1699320 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1699696.500000 Penalty: 2879.546875
	Iteration 8Q: 3 clusters Score -1699696 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1700037.500000 Penalty: 2879.546875
	Iteration 9Q: 3 clusters Score -1700038 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1700368.125000 Penalty: 2879.546875
	Iteration 10Q: 3 clusters Score -1700368 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1700702.125000 Penalty: 2879.546875
	Iteration 11Q: 3 clusters Score -1700702 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1701029.125000 Penalty: 2879.546875
	Iteration 12Q: 3 clusters Score -1701029 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1701333.250000 Penalty: 2879.546875
	Iteration 13Q: 3 clusters Score -1701333 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1701645.500000 Penalty: 2879.546875
	Iteration 14Q: 3 clusters Score -1701646 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1701904.625000 Penalty: 2879.546875
	Iteration 15Q: 3 clusters Score -1701905 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1702127.875000 Penalty: 2879.546875
	Iteration 16Q: 3 clusters Score -1702128 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1702327.625000 Penalty: 2879.546875
	Iteration 17Q: 3 clusters Score -1702328 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1702489.125000 Penalty: 2879.546875
	Iteration 18Q: 3 clusters Score -1702489 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1702605.500000 Penalty: 2879.546875
	Iteration 19Q: 3 clusters Score -1702606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1702678.625000 Penalty: 2879.546875
	Iteration 20F: 3 clusters Score -1702679 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1702741.875000 Penalty: 2879.546875
	Iteration 21Q: 3 clusters Score -1702742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1702789.500000 Penalty: 2879.546875
	Iteration 22Q: 3 clusters Score -1702790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1702829.375000 Penalty: 2879.546875
	Iteration 23Q: 3 clusters Score -1702829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1702854.125000 Penalty: 2879.546875
	Iteration 24Q: 3 clusters Score -1702854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1702871.000000 Penalty: 2879.546875
	Iteration 25Q: 3 clusters Score -1702871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1702888.625000 Penalty: 2879.546875
	Iteration 26Q: 3 clusters Score -1702889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1702891.750000 Penalty: 2879.546875
	Iteration 27Q: 3 clusters Score -1702892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1702900.875000 Penalty: 2879.546875
	Iteration 28Q: 3 clusters Score -1702901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1702907.625000 Penalty: 2879.546875
	Iteration 29Q: 3 clusters Score -1702908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1702914.375000 Penalty: 2879.546875
	Iteration 30Q: 3 clusters Score -1702914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1702916.250000 Penalty: 2879.546875
	Iteration 31Q: 3 clusters Score -1702916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1702918.125000 Penalty: 2879.546875
	Iteration 32Q: 3 clusters Score -1702918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1702917.875000 Penalty: 2879.546875
	Iteration 33Q: 3 clusters Score -1702918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1702916.125000 Penalty: 2879.546875
	Iteration 34Q: 3 clusters Score -1702916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1702916.125000 Penalty: 2879.546875
	Iteration 35F: 3 clusters Score -1702916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (53041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Entering Unmasked Estep 
Score: -5932840.500000 Penalty: 1618.768555
	Iteration 0F: 2 clusters Score -5932840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5898427.000000 Penalty: 3237.537109
	Iteration 0F: 3 clusters Score -5898427 nChanged 24492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -5911940.000000 Penalty: 3237.537109
	Iteration 1F: 3 clusters Score -5911940 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5912486.000000 Penalty: 3237.537109
	Iteration 2Q: 3 clusters Score -5912486 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -5913128.500000 Penalty: 3237.537109
	Iteration 3Q: 3 clusters Score -5913128 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5913749.000000 Penalty: 3237.537109
	Iteration 4Q: 3 clusters Score -5913749 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5914488.000000 Penalty: 3237.537109
	Iteration 5Q: 3 clusters Score -5914488 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5915340.500000 Penalty: 3237.537109
	Iteration 6Q: 3 clusters Score -5915340 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5916371.000000 Penalty: 3237.537109
	Iteration 7Q: 3 clusters Score -5916371 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5917534.500000 Penalty: 3237.537109
	Iteration 8Q: 3 clusters Score -5917534 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5918842.500000 Penalty: 3237.537109
	Iteration 9F: 3 clusters Score -5918842 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5920298.500000 Penalty: 3237.537109
	Iteration 10F: 3 clusters Score -5920298 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5921748.000000 Penalty: 3237.537109
	Iteration 11Q: 3 clusters Score -5921748 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5922932.500000 Penalty: 3237.537109
	Iteration 12Q: 3 clusters Score -5922932 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5923682.000000 Penalty: 3237.537109
	Iteration 13Q: 3 clusters Score -5923682 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5924113.000000 Penalty: 3237.537109
	Iteration 14Q: 3 clusters Score -5924113 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5924406.000000 Penalty: 3237.537109
	Iteration 15Q: 3 clusters Score -5924406 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5924639.000000 Penalty: 3237.537109
	Iteration 16Q: 3 clusters Score -5924639 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5924789.000000 Penalty: 3237.537109
	Iteration 17Q: 3 clusters Score -5924789 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -5924972.500000 Penalty: 3237.537109
	Iteration 18Q: 3 clusters Score -5924972 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5925159.500000 Penalty: 3237.537109
	Iteration 19Q: 3 clusters Score -5925160 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5925357.000000 Penalty: 3237.537109
	Iteration 20F: 3 clusters Score -5925357 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5925590.000000 Penalty: 3237.537109
	Iteration 21Q: 3 clusters Score -5925590 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -5925820.500000 Penalty: 3237.537109
	Iteration 22Q: 3 clusters Score -5925820 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5926101.500000 Penalty: 3237.537109
	Iteration 23Q: 3 clusters Score -5926102 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5926393.500000 Penalty: 3237.537109
	Iteration 24Q: 3 clusters Score -5926394 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -5926650.000000 Penalty: 3237.537109
	Iteration 25Q: 3 clusters Score -5926650 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5927024.500000 Penalty: 3237.537109
	Iteration 26Q: 3 clusters Score -5927024 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5927377.500000 Penalty: 3237.537109
	Iteration 27Q: 3 clusters Score -5927378 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5927693.500000 Penalty: 3237.537109
	Iteration 28Q: 3 clusters Score -5927694 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5928015.500000 Penalty: 3237.537109
	Iteration 29Q: 3 clusters Score -5928016 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -5928351.500000 Penalty: 3237.537109
	Iteration 30Q: 3 clusters Score -5928352 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -5928577.500000 Penalty: 3237.537109
	Iteration 31Q: 3 clusters Score -5928578 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5928926.500000 Penalty: 3237.537109
	Iteration 32Q: 3 clusters Score -5928926 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5929219.000000 Penalty: 3237.537109
	Iteration 33Q: 3 clusters Score -5929219 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -5929474.000000 Penalty: 3237.537109
	Iteration 34Q: 3 clusters Score -5929474 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -5929757.500000 Penalty: 3237.537109
	Iteration 35Q: 3 clusters Score -5929758 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5929986.500000 Penalty: 3237.537109
	Iteration 36Q: 3 clusters Score -5929986 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5930172.000000 Penalty: 3237.537109
	Iteration 37Q: 3 clusters Score -5930172 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5930399.000000 Penalty: 3237.537109
	Iteration 38Q: 3 clusters Score -5930399 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5930588.000000 Penalty: 3237.537109
	Iteration 39Q: 3 clusters Score -5930588 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5930737.500000 Penalty: 3237.537109
	Iteration 40F: 3 clusters Score -5930738 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5930863.500000 Penalty: 3237.537109
	Iteration 41Q: 3 clusters Score -5930864 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5930977.000000 Penalty: 3237.537109
	Iteration 42Q: 3 clusters Score -5930977 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5931064.500000 Penalty: 3237.537109
	Iteration 43Q: 3 clusters Score -5931064 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5931132.000000 Penalty: 3237.537109
	Iteration 44Q: 3 clusters Score -5931132 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5931218.500000 Penalty: 3237.537109
	Iteration 45Q: 3 clusters Score -5931218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5931263.000000 Penalty: 3237.537109
	Iteration 46Q: 3 clusters Score -5931263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5931303.500000 Penalty: 3237.537109
	Iteration 47Q: 3 clusters Score -5931304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5931339.000000 Penalty: 3237.537109
	Iteration 48Q: 3 clusters Score -5931339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5931380.000000 Penalty: 3237.537109
	Iteration 49Q: 3 clusters Score -5931380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5931406.500000 Penalty: 3237.537109
	Iteration 50Q: 3 clusters Score -5931406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5931436.000000 Penalty: 3237.537109
	Iteration 51Q: 3 clusters Score -5931436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5931442.000000 Penalty: 3237.537109
	Iteration 52Q: 3 clusters Score -5931442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5931444.000000 Penalty: 3237.537109
	Iteration 53Q: 3 clusters Score -5931444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5931458.500000 Penalty: 3237.537109
	Iteration 54Q: 3 clusters Score -5931458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5931469.500000 Penalty: 3237.537109
	Iteration 55Q: 3 clusters Score -5931470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5931469.500000 Penalty: 3237.537109
	Iteration 56Q: 3 clusters Score -5931470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5931483.500000 Penalty: 3237.537109
	Iteration 57Q: 3 clusters Score -5931484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5931499.000000 Penalty: 3237.537109
	Iteration 58Q: 3 clusters Score -5931499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5931512.500000 Penalty: 3237.537109
	Iteration 59Q: 3 clusters Score -5931512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5931511.000000 Penalty: 3237.537109
	Iteration 60F: 3 clusters Score -5931511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5931529.000000 Penalty: 3237.537109
	Iteration 61Q: 3 clusters Score -5931529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5931535.500000 Penalty: 3237.537109
	Iteration 62Q: 3 clusters Score -5931536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5931552.000000 Penalty: 3237.537109
	Iteration 63Q: 3 clusters Score -5931552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5931547.000000 Penalty: 3237.537109
	Iteration 64Q: 3 clusters Score -5931547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5931552.000000 Penalty: 3237.537109
	Iteration 65Q: 3 clusters Score -5931552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5931549.500000 Penalty: 3237.537109
	Iteration 66Q: 3 clusters Score -5931550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5931554.000000 Penalty: 3237.537109
	Iteration 67Q: 3 clusters Score -5931554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5931554.000000 Penalty: 3237.537109
	Iteration 68Q: 3 clusters Score -5931554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5931556.500000 Penalty: 3237.537109
	Iteration 69Q: 3 clusters Score -5931556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5931578.500000 Penalty: 3237.537109
	Iteration 70Q: 3 clusters Score -5931578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5931581.000000 Penalty: 3237.537109
	Iteration 71Q: 3 clusters Score -5931581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5931592.500000 Penalty: 3237.537109
	Iteration 72Q: 3 clusters Score -5931592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5931595.000000 Penalty: 3237.537109
	Iteration 73Q: 3 clusters Score -5931595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5931594.000000 Penalty: 3237.537109
	Iteration 74Q: 3 clusters Score -5931594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5931591.500000 Penalty: 3237.537109
	Iteration 75Q: 3 clusters Score -5931592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5931597.000000 Penalty: 3237.537109
	Iteration 76Q: 3 clusters Score -5931597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5931602.500000 Penalty: 3237.537109
	Iteration 77Q: 3 clusters Score -5931602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5931602.000000 Penalty: 3237.537109
	Iteration 78Q: 3 clusters Score -5931602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5931613.000000 Penalty: 3237.537109
	Iteration 79Q: 3 clusters Score -5931613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5931613.500000 Penalty: 3237.537109
	Iteration 80F: 3 clusters Score -5931614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5931607.000000 Penalty: 3237.537109
	Iteration 81Q: 3 clusters Score -5931607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5931610.500000 Penalty: 3237.537109
	Iteration 82Q: 3 clusters Score -5931610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5931607.000000 Penalty: 3237.537109
	Iteration 83Q: 3 clusters Score -5931607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5931611.000000 Penalty: 3237.537109
	Iteration 84Q: 3 clusters Score -5931611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5931611.000000 Penalty: 3237.537109
	Iteration 85F: 3 clusters Score -5931611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -21241.132812 Penalty: 860.174683
	Iteration 0F: 2 clusters Score -21241.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20571.949219 Penalty: 1720.349365
	Iteration 0F: 3 clusters Score -20571.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20756.039062 Penalty: 1720.349365
	Iteration 1F: 3 clusters Score -20756.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20850.775391 Penalty: 1720.349365
	Iteration 2F: 3 clusters Score -20850.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20869.791016 Penalty: 1720.349365
	Iteration 3Q: 3 clusters Score -20869.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20883.060547 Penalty: 1720.349365
	Iteration 4Q: 3 clusters Score -20883.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20883.060547 Penalty: 1720.349365
	Iteration 5F: 3 clusters Score -20883.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (65665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Entering Unmasked Estep 
Score: -7701126.500000 Penalty: 1650.537476
	Iteration 0F: 2 clusters Score -7701126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7658212.000000 Penalty: 3301.074951
	Iteration 0F: 3 clusters Score -7658212 nChanged 30674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7675474.000000 Penalty: 3301.074951
	Iteration 1F: 3 clusters Score -7675474 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -7676178.500000 Penalty: 3301.074951
	Iteration 2Q: 3 clusters Score -7676178 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7677073.500000 Penalty: 3301.074951
	Iteration 3Q: 3 clusters Score -7677074 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7678209.500000 Penalty: 3301.074951
	Iteration 4Q: 3 clusters Score -7678210 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -7679767.500000 Penalty: 3301.074951
	Iteration 5F: 3 clusters Score -7679768 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -7681937.000000 Penalty: 3301.074951
	Iteration 6F: 3 clusters Score -7681937 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -7684850.500000 Penalty: 3301.074951
	Iteration 7F: 3 clusters Score -7684850 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -7688220.500000 Penalty: 3301.074951
	Iteration 8F: 3 clusters Score -7688220 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7691528.500000 Penalty: 3301.074951
	Iteration 9F: 3 clusters Score -7691528 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -7694540.500000 Penalty: 3301.074951
	Iteration 10F: 3 clusters Score -7694540 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -7697355.500000 Penalty: 3301.074951
	Iteration 11Q: 3 clusters Score -7697356 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -7699024.500000 Penalty: 3301.074951
	Iteration 12Q: 3 clusters Score -7699024 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7699659.500000 Penalty: 3301.074951
	Iteration 13Q: 3 clusters Score -7699660 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -7699964.500000 Penalty: 3301.074951
	Iteration 14Q: 3 clusters Score -7699964 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -7700107.500000 Penalty: 3301.074951
	Iteration 15Q: 3 clusters Score -7700108 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -7700220.000000 Penalty: 3301.074951
	Iteration 16Q: 3 clusters Score -7700220 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -7700295.000000 Penalty: 3301.074951
	Iteration 17Q: 3 clusters Score -7700295 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -7700343.500000 Penalty: 3301.074951
	Iteration 18Q: 3 clusters Score -7700344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -7700362.500000 Penalty: 3301.074951
	Iteration 19Q: 3 clusters Score -7700362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -7700366.500000 Penalty: 3301.074951
	Iteration 20F: 3 clusters Score -7700366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -7700390.000000 Penalty: 3301.074951
	Iteration 21Q: 3 clusters Score -7700390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7700395.500000 Penalty: 3301.074951
	Iteration 22Q: 3 clusters Score -7700396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -7700412.500000 Penalty: 3301.074951
	Iteration 23Q: 3 clusters Score -7700412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -7700400.500000 Penalty: 3301.074951
	Iteration 24Q: 3 clusters Score -7700400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -7700416.500000 Penalty: 3301.074951
	Iteration 25Q: 3 clusters Score -7700416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -7700435.500000 Penalty: 3301.074951
	Iteration 26Q: 3 clusters Score -7700436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -7700464.000000 Penalty: 3301.074951
	Iteration 27Q: 3 clusters Score -7700464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -7700459.000000 Penalty: 3301.074951
	Iteration 28Q: 3 clusters Score -7700459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -7700459.000000 Penalty: 3301.074951
	Iteration 29Q: 3 clusters Score -7700459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -7700456.000000 Penalty: 3301.074951
	Iteration 30Q: 3 clusters Score -7700456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -7700464.500000 Penalty: 3301.074951
	Iteration 31Q: 3 clusters Score -7700464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -7700459.000000 Penalty: 3301.074951
	Iteration 32Q: 3 clusters Score -7700459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -7700462.000000 Penalty: 3301.074951
	Iteration 33Q: 3 clusters Score -7700462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -7700470.000000 Penalty: 3301.074951
	Iteration 34Q: 3 clusters Score -7700470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -7700462.000000 Penalty: 3301.074951
	Iteration 35Q: 3 clusters Score -7700462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -7700465.500000 Penalty: 3301.074951
	Iteration 36Q: 3 clusters Score -7700466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -7700467.000000 Penalty: 3301.074951
	Iteration 37Q: 3 clusters Score -7700467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -7700471.500000 Penalty: 3301.074951
	Iteration 38Q: 3 clusters Score -7700472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -7700482.500000 Penalty: 3301.074951
	Iteration 39Q: 3 clusters Score -7700482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -7700482.000000 Penalty: 3301.074951
	Iteration 40F: 3 clusters Score -7700482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -7700489.500000 Penalty: 3301.074951
	Iteration 41Q: 3 clusters Score -7700490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -7700495.500000 Penalty: 3301.074951
	Iteration 42Q: 3 clusters Score -7700496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -7700494.000000 Penalty: 3301.074951
	Iteration 43Q: 3 clusters Score -7700494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7700499.000000 Penalty: 3301.074951
	Iteration 44Q: 3 clusters Score -7700499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -7700500.500000 Penalty: 3301.074951
	Iteration 45Q: 3 clusters Score -7700500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -7700506.500000 Penalty: 3301.074951
	Iteration 46Q: 3 clusters Score -7700506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -7700505.000000 Penalty: 3301.074951
	Iteration 47Q: 3 clusters Score -7700505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -7700522.500000 Penalty: 3301.074951
	Iteration 48Q: 3 clusters Score -7700522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -7700524.000000 Penalty: 3301.074951
	Iteration 49Q: 3 clusters Score -7700524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -7700521.500000 Penalty: 3301.074951
	Iteration 50Q: 3 clusters Score -7700522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -7700528.500000 Penalty: 3301.074951
	Iteration 51Q: 3 clusters Score -7700528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -7700520.000000 Penalty: 3301.074951
	Iteration 52Q: 3 clusters Score -7700520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -7700526.500000 Penalty: 3301.074951
	Iteration 53Q: 3 clusters Score -7700526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -7700539.000000 Penalty: 3301.074951
	Iteration 54Q: 3 clusters Score -7700539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -7700530.500000 Penalty: 3301.074951
	Iteration 55Q: 3 clusters Score -7700530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -7700527.500000 Penalty: 3301.074951
	Iteration 56Q: 3 clusters Score -7700528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -7700527.500000 Penalty: 3301.074951
	Iteration 57F: 3 clusters Score -7700528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Entering Unmasked Estep 
Score: -512775.562500 Penalty: 1255.306641
	Iteration 0F: 2 clusters Score -512775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -509379.375000 Penalty: 2510.613281
	Iteration 0F: 3 clusters Score -509379.4 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -510365.812500 Penalty: 2510.613281
	Iteration 1F: 3 clusters Score -510365.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -510565.906250 Penalty: 2510.613281
	Iteration 2F: 3 clusters Score -510565.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -510669.750000 Penalty: 2510.613281
	Iteration 3Q: 3 clusters Score -510669.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -510743.843750 Penalty: 2510.613281
	Iteration 4Q: 3 clusters Score -510743.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -510801.406250 Penalty: 2510.613281
	Iteration 5Q: 3 clusters Score -510801.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -510848.000000 Penalty: 2510.613281
	Iteration 6Q: 3 clusters Score -510848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -510878.937500 Penalty: 2510.613281
	Iteration 7Q: 3 clusters Score -510878.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -510908.343750 Penalty: 2510.613281
	Iteration 8Q: 3 clusters Score -510908.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -510931.062500 Penalty: 2510.613281
	Iteration 9Q: 3 clusters Score -510931.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -510948.250000 Penalty: 2510.613281
	Iteration 10Q: 3 clusters Score -510948.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -510968.031250 Penalty: 2510.613281
	Iteration 11Q: 3 clusters Score -510968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -510987.937500 Penalty: 2510.613281
	Iteration 12Q: 3 clusters Score -510987.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -511002.062500 Penalty: 2510.613281
	Iteration 13Q: 3 clusters Score -511002.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -511015.750000 Penalty: 2510.613281
	Iteration 14Q: 3 clusters Score -511015.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -511029.562500 Penalty: 2510.613281
	Iteration 15Q: 3 clusters Score -511029.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -511042.156250 Penalty: 2510.613281
	Iteration 16Q: 3 clusters Score -511042.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -511060.156250 Penalty: 2510.613281
	Iteration 17Q: 3 clusters Score -511060.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -511083.187500 Penalty: 2510.613281
	Iteration 18Q: 3 clusters Score -511083.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -511109.906250 Penalty: 2510.613281
	Iteration 19Q: 3 clusters Score -511109.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -511143.437500 Penalty: 2510.613281
	Iteration 20F: 3 clusters Score -511143.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -511181.562500 Penalty: 2510.613281
	Iteration 21Q: 3 clusters Score -511181.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -511219.531250 Penalty: 2510.613281
	Iteration 22Q: 3 clusters Score -511219.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -511250.781250 Penalty: 2510.613281
	Iteration 23Q: 3 clusters Score -511250.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -511282.656250 Penalty: 2510.613281
	Iteration 24Q: 3 clusters Score -511282.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -511309.187500 Penalty: 2510.613281
	Iteration 25Q: 3 clusters Score -511309.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -511343.500000 Penalty: 2510.613281
	Iteration 26Q: 3 clusters Score -511343.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -511389.062500 Penalty: 2510.613281
	Iteration 27Q: 3 clusters Score -511389.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -511430.312500 Penalty: 2510.613281
	Iteration 28Q: 3 clusters Score -511430.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -511467.531250 Penalty: 2510.613281
	Iteration 29Q: 3 clusters Score -511467.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -511518.437500 Penalty: 2510.613281
	Iteration 30Q: 3 clusters Score -511518.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -511560.437500 Penalty: 2510.613281
	Iteration 31Q: 3 clusters Score -511560.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -511595.281250 Penalty: 2510.613281
	Iteration 32Q: 3 clusters Score -511595.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -511620.937500 Penalty: 2510.613281
	Iteration 33Q: 3 clusters Score -511620.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -511649.593750 Penalty: 2510.613281
	Iteration 34Q: 3 clusters Score -511649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -511664.312500 Penalty: 2510.613281
	Iteration 35Q: 3 clusters Score -511664.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -511678.718750 Penalty: 2510.613281
	Iteration 36Q: 3 clusters Score -511678.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -511690.781250 Penalty: 2510.613281
	Iteration 37Q: 3 clusters Score -511690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -511706.031250 Penalty: 2510.613281
	Iteration 38Q: 3 clusters Score -511706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -511712.156250 Penalty: 2510.613281
	Iteration 39Q: 3 clusters Score -511712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -511715.250000 Penalty: 2510.613281
	Iteration 40F: 3 clusters Score -511715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -511720.375000 Penalty: 2510.613281
	Iteration 41Q: 3 clusters Score -511720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -511725.562500 Penalty: 2510.613281
	Iteration 42Q: 3 clusters Score -511725.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -511737.531250 Penalty: 2510.613281
	Iteration 43Q: 3 clusters Score -511737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -511746.656250 Penalty: 2510.613281
	Iteration 44Q: 3 clusters Score -511746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -511755.062500 Penalty: 2510.613281
	Iteration 45Q: 3 clusters Score -511755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -511759.656250 Penalty: 2510.613281
	Iteration 46Q: 3 clusters Score -511759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -511761.000000 Penalty: 2510.613281
	Iteration 47Q: 3 clusters Score -511761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -511767.718750 Penalty: 2510.613281
	Iteration 48Q: 3 clusters Score -511767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -511774.500000 Penalty: 2510.613281
	Iteration 49Q: 3 clusters Score -511774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -511778.125000 Penalty: 2510.613281
	Iteration 50Q: 3 clusters Score -511778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -511783.656250 Penalty: 2510.613281
	Iteration 51Q: 3 clusters Score -511783.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -511787.656250 Penalty: 2510.613281
	Iteration 52Q: 3 clusters Score -511787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -511791.000000 Penalty: 2510.613281
	Iteration 53Q: 3 clusters Score -511791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -511793.843750 Penalty: 2510.613281
	Iteration 54Q: 3 clusters Score -511793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -511796.875000 Penalty: 2510.613281
	Iteration 55Q: 3 clusters Score -511796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -511796.593750 Penalty: 2510.613281
	Iteration 56Q: 3 clusters Score -511796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -511796.593750 Penalty: 2510.613281
	Iteration 57F: 3 clusters Score -511796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -601514.062500 Penalty: 1283.021118
	Iteration 0F: 2 clusters Score -601514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -597456.750000 Penalty: 2566.042236
	Iteration 0F: 3 clusters Score -597456.8 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -598641.687500 Penalty: 2566.042236
	Iteration 1F: 3 clusters Score -598641.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -598883.875000 Penalty: 2566.042236
	Iteration 2F: 3 clusters Score -598883.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -599078.500000 Penalty: 2566.042236
	Iteration 3F: 3 clusters Score -599078.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -599242.375000 Penalty: 2566.042236
	Iteration 4Q: 3 clusters Score -599242.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -599374.937500 Penalty: 2566.042236
	Iteration 5Q: 3 clusters Score -599374.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -599491.187500 Penalty: 2566.042236
	Iteration 6Q: 3 clusters Score -599491.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -599572.187500 Penalty: 2566.042236
	Iteration 7Q: 3 clusters Score -599572.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -599647.500000 Penalty: 2566.042236
	Iteration 8Q: 3 clusters Score -599647.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -599724.125000 Penalty: 2566.042236
	Iteration 9Q: 3 clusters Score -599724.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -599801.562500 Penalty: 2566.042236
	Iteration 10Q: 3 clusters Score -599801.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -599873.250000 Penalty: 2566.042236
	Iteration 11Q: 3 clusters Score -599873.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -599944.312500 Penalty: 2566.042236
	Iteration 12Q: 3 clusters Score -599944.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -599999.687500 Penalty: 2566.042236
	Iteration 13Q: 3 clusters Score -599999.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -600037.375000 Penalty: 2566.042236
	Iteration 14Q: 3 clusters Score -600037.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -600071.187500 Penalty: 2566.042236
	Iteration 15Q: 3 clusters Score -600071.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -600105.687500 Penalty: 2566.042236
	Iteration 16Q: 3 clusters Score -600105.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -600130.562500 Penalty: 2566.042236
	Iteration 17Q: 3 clusters Score -600130.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -600146.500000 Penalty: 2566.042236
	Iteration 18Q: 3 clusters Score -600146.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -600160.250000 Penalty: 2566.042236
	Iteration 19Q: 3 clusters Score -600160.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -600174.062500 Penalty: 2566.042236
	Iteration 20F: 3 clusters Score -600174.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -600185.750000 Penalty: 2566.042236
	Iteration 21Q: 3 clusters Score -600185.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -600195.875000 Penalty: 2566.042236
	Iteration 22Q: 3 clusters Score -600195.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -600204.500000 Penalty: 2566.042236
	Iteration 23Q: 3 clusters Score -600204.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -600214.250000 Penalty: 2566.042236
	Iteration 24Q: 3 clusters Score -600214.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -600228.187500 Penalty: 2566.042236
	Iteration 25Q: 3 clusters Score -600228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -600238.437500 Penalty: 2566.042236
	Iteration 26Q: 3 clusters Score -600238.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -600246.500000 Penalty: 2566.042236
	Iteration 27Q: 3 clusters Score -600246.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -600255.937500 Penalty: 2566.042236
	Iteration 28Q: 3 clusters Score -600255.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -600263.687500 Penalty: 2566.042236
	Iteration 29Q: 3 clusters Score -600263.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -600266.937500 Penalty: 2566.042236
	Iteration 30Q: 3 clusters Score -600266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -600273.750000 Penalty: 2566.042236
	Iteration 31Q: 3 clusters Score -600273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -600279.562500 Penalty: 2566.042236
	Iteration 32Q: 3 clusters Score -600279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -600282.250000 Penalty: 2566.042236
	Iteration 33Q: 3 clusters Score -600282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -600287.437500 Penalty: 2566.042236
	Iteration 34Q: 3 clusters Score -600287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -600291.375000 Penalty: 2566.042236
	Iteration 35Q: 3 clusters Score -600291.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -600295.500000 Penalty: 2566.042236
	Iteration 36Q: 3 clusters Score -600295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -600298.750000 Penalty: 2566.042236
	Iteration 37Q: 3 clusters Score -600298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -600301.312500 Penalty: 2566.042236
	Iteration 38Q: 3 clusters Score -600301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -600303.562500 Penalty: 2566.042236
	Iteration 39Q: 3 clusters Score -600303.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -600304.625000 Penalty: 2566.042236
	Iteration 40F: 3 clusters Score -600304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -600306.500000 Penalty: 2566.042236
	Iteration 41Q: 3 clusters Score -600306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -600310.125000 Penalty: 2566.042236
	Iteration 42Q: 3 clusters Score -600310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -600311.500000 Penalty: 2566.042236
	Iteration 43Q: 3 clusters Score -600311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -600314.625000 Penalty: 2566.042236
	Iteration 44Q: 3 clusters Score -600314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -600316.187500 Penalty: 2566.042236
	Iteration 45Q: 3 clusters Score -600316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -600317.125000 Penalty: 2566.042236
	Iteration 46Q: 3 clusters Score -600317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -600318.187500 Penalty: 2566.042236
	Iteration 47Q: 3 clusters Score -600318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -600320.187500 Penalty: 2566.042236
	Iteration 48Q: 3 clusters Score -600320.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -600323.125000 Penalty: 2566.042236
	Iteration 49Q: 3 clusters Score -600323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -600323.250000 Penalty: 2566.042236
	Iteration 50Q: 3 clusters Score -600323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -600325.812500 Penalty: 2566.042236
	Iteration 51Q: 3 clusters Score -600325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -600327.750000 Penalty: 2566.042236
	Iteration 52Q: 3 clusters Score -600327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -600330.625000 Penalty: 2566.042236
	Iteration 53Q: 3 clusters Score -600330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -600332.312500 Penalty: 2566.042236
	Iteration 54Q: 3 clusters Score -600332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -600334.750000 Penalty: 2566.042236
	Iteration 55Q: 3 clusters Score -600334.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -600337.000000 Penalty: 2566.042236
	Iteration 56Q: 3 clusters Score -600337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -600340.562500 Penalty: 2566.042236
	Iteration 57Q: 3 clusters Score -600340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -600342.750000 Penalty: 2566.042236
	Iteration 58Q: 3 clusters Score -600342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -600344.312500 Penalty: 2566.042236
	Iteration 59Q: 3 clusters Score -600344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -600348.000000 Penalty: 2566.042236
	Iteration 60F: 3 clusters Score -600348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -600349.250000 Penalty: 2566.042236
	Iteration 61Q: 3 clusters Score -600349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -600351.125000 Penalty: 2566.042236
	Iteration 62Q: 3 clusters Score -600351.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -600353.750000 Penalty: 2566.042236
	Iteration 63Q: 3 clusters Score -600353.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -600357.562500 Penalty: 2566.042236
	Iteration 64Q: 3 clusters Score -600357.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -600360.687500 Penalty: 2566.042236
	Iteration 65Q: 3 clusters Score -600360.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -600365.312500 Penalty: 2566.042236
	Iteration 66Q: 3 clusters Score -600365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -600367.687500 Penalty: 2566.042236
	Iteration 67Q: 3 clusters Score -600367.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -600369.437500 Penalty: 2566.042236
	Iteration 68Q: 3 clusters Score -600369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -600369.000000 Penalty: 2566.042236
	Iteration 69Q: 3 clusters Score -600369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -600370.000000 Penalty: 2566.042236
	Iteration 70Q: 3 clusters Score -600370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -600373.687500 Penalty: 2566.042236
	Iteration 71Q: 3 clusters Score -600373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -600374.937500 Penalty: 2566.042236
	Iteration 72Q: 3 clusters Score -600374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -600376.937500 Penalty: 2566.042236
	Iteration 73Q: 3 clusters Score -600376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -600379.500000 Penalty: 2566.042236
	Iteration 74Q: 3 clusters Score -600379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -600380.000000 Penalty: 2566.042236
	Iteration 75Q: 3 clusters Score -600380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -600379.562500 Penalty: 2566.042236
	Iteration 76Q: 3 clusters Score -600379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -600379.250000 Penalty: 2566.042236
	Iteration 77Q: 3 clusters Score -600379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -600379.937500 Penalty: 2566.042236
	Iteration 78Q: 3 clusters Score -600379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -600380.625000 Penalty: 2566.042236
	Iteration 79Q: 3 clusters Score -600380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -600380.625000 Penalty: 2566.042236
	Iteration 80F: 3 clusters Score -600380.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Entering Unmasked Estep 
Score: -807020.500000 Penalty: 1334.459473
	Iteration 0F: 2 clusters Score -807020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -801623.375000 Penalty: 2668.918945
	Iteration 0F: 3 clusters Score -801623.4 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -803477.437500 Penalty: 2668.918945
	Iteration 1F: 3 clusters Score -803477.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -803883.437500 Penalty: 2668.918945
	Iteration 2F: 3 clusters Score -803883.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -804185.750000 Penalty: 2668.918945
	Iteration 3F: 3 clusters Score -804185.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -804405.500000 Penalty: 2668.918945
	Iteration 4F: 3 clusters Score -804405.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -804563.125000 Penalty: 2668.918945
	Iteration 5Q: 3 clusters Score -804563.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -804726.500000 Penalty: 2668.918945
	Iteration 6Q: 3 clusters Score -804726.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -804871.562500 Penalty: 2668.918945
	Iteration 7Q: 3 clusters Score -804871.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -805033.312500 Penalty: 2668.918945
	Iteration 8Q: 3 clusters Score -805033.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -805205.187500 Penalty: 2668.918945
	Iteration 9Q: 3 clusters Score -805205.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -805384.562500 Penalty: 2668.918945
	Iteration 10Q: 3 clusters Score -805384.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -805539.187500 Penalty: 2668.918945
	Iteration 11Q: 3 clusters Score -805539.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -805674.375000 Penalty: 2668.918945
	Iteration 12Q: 3 clusters Score -805674.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -805783.125000 Penalty: 2668.918945
	Iteration 13Q: 3 clusters Score -805783.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -805875.437500 Penalty: 2668.918945
	Iteration 14Q: 3 clusters Score -805875.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -805946.312500 Penalty: 2668.918945
	Iteration 15Q: 3 clusters Score -805946.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -806009.562500 Penalty: 2668.918945
	Iteration 16Q: 3 clusters Score -806009.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -806050.375000 Penalty: 2668.918945
	Iteration 17Q: 3 clusters Score -806050.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -806080.812500 Penalty: 2668.918945
	Iteration 18Q: 3 clusters Score -806080.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -806097.875000 Penalty: 2668.918945
	Iteration 19Q: 3 clusters Score -806097.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -806115.000000 Penalty: 2668.918945
	Iteration 20F: 3 clusters Score -806115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -806131.437500 Penalty: 2668.918945
	Iteration 21Q: 3 clusters Score -806131.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -806145.312500 Penalty: 2668.918945
	Iteration 22Q: 3 clusters Score -806145.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -806154.187500 Penalty: 2668.918945
	Iteration 23Q: 3 clusters Score -806154.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -806164.000000 Penalty: 2668.918945
	Iteration 24Q: 3 clusters Score -806164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -806177.375000 Penalty: 2668.918945
	Iteration 25Q: 3 clusters Score -806177.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -806190.812500 Penalty: 2668.918945
	Iteration 26Q: 3 clusters Score -806190.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -806215.562500 Penalty: 2668.918945
	Iteration 27Q: 3 clusters Score -806215.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -806251.312500 Penalty: 2668.918945
	Iteration 28Q: 3 clusters Score -806251.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -806286.937500 Penalty: 2668.918945
	Iteration 29Q: 3 clusters Score -806286.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -806312.000000 Penalty: 2668.918945
	Iteration 30Q: 3 clusters Score -806312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -806329.812500 Penalty: 2668.918945
	Iteration 31Q: 3 clusters Score -806329.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -806341.375000 Penalty: 2668.918945
	Iteration 32Q: 3 clusters Score -806341.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -806353.625000 Penalty: 2668.918945
	Iteration 33Q: 3 clusters Score -806353.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -806367.625000 Penalty: 2668.918945
	Iteration 34Q: 3 clusters Score -806367.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -806382.750000 Penalty: 2668.918945
	Iteration 35Q: 3 clusters Score -806382.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -806397.437500 Penalty: 2668.918945
	Iteration 36Q: 3 clusters Score -806397.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -806409.437500 Penalty: 2668.918945
	Iteration 37Q: 3 clusters Score -806409.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -806418.500000 Penalty: 2668.918945
	Iteration 38Q: 3 clusters Score -806418.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -806429.687500 Penalty: 2668.918945
	Iteration 39Q: 3 clusters Score -806429.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -806435.250000 Penalty: 2668.918945
	Iteration 40F: 3 clusters Score -806435.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -806438.000000 Penalty: 2668.918945
	Iteration 41Q: 3 clusters Score -806438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -806441.812500 Penalty: 2668.918945
	Iteration 42Q: 3 clusters Score -806441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -806444.250000 Penalty: 2668.918945
	Iteration 43Q: 3 clusters Score -806444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -806443.375000 Penalty: 2668.918945
	Iteration 44Q: 3 clusters Score -806443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -806444.000000 Penalty: 2668.918945
	Iteration 45Q: 3 clusters Score -806444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -806443.687500 Penalty: 2668.918945
	Iteration 46Q: 3 clusters Score -806443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -806444.000000 Penalty: 2668.918945
	Iteration 47Q: 3 clusters Score -806444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -806444.375000 Penalty: 2668.918945
	Iteration 48Q: 3 clusters Score -806444.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -806444.375000 Penalty: 2668.918945
	Iteration 49F: 3 clusters Score -806444.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -943527.812500 Penalty: 1337.963013
	Iteration 0F: 2 clusters Score -943527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -938016.437500 Penalty: 2675.926025
	Iteration 0F: 3 clusters Score -938016.4 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -939831.750000 Penalty: 2675.926025
	Iteration 1F: 3 clusters Score -939831.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -940125.000000 Penalty: 2675.926025
	Iteration 2F: 3 clusters Score -940125 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -940338.375000 Penalty: 2675.926025
	Iteration 3F: 3 clusters Score -940338.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -940509.437500 Penalty: 2675.926025
	Iteration 4Q: 3 clusters Score -940509.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -940651.687500 Penalty: 2675.926025
	Iteration 5Q: 3 clusters Score -940651.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -940774.500000 Penalty: 2675.926025
	Iteration 6Q: 3 clusters Score -940774.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -940893.062500 Penalty: 2675.926025
	Iteration 7Q: 3 clusters Score -940893.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -941007.312500 Penalty: 2675.926025
	Iteration 8Q: 3 clusters Score -941007.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -941114.125000 Penalty: 2675.926025
	Iteration 9Q: 3 clusters Score -941114.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -941246.375000 Penalty: 2675.926025
	Iteration 10Q: 3 clusters Score -941246.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -941395.062500 Penalty: 2675.926025
	Iteration 11Q: 3 clusters Score -941395.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -941541.000000 Penalty: 2675.926025
	Iteration 12Q: 3 clusters Score -941541 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -941696.687500 Penalty: 2675.926025
	Iteration 13Q: 3 clusters Score -941696.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -941858.562500 Penalty: 2675.926025
	Iteration 14Q: 3 clusters Score -941858.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -942032.375000 Penalty: 2675.926025
	Iteration 15Q: 3 clusters Score -942032.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -942177.250000 Penalty: 2675.926025
	Iteration 16Q: 3 clusters Score -942177.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -942287.250000 Penalty: 2675.926025
	Iteration 17Q: 3 clusters Score -942287.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -942364.812500 Penalty: 2675.926025
	Iteration 18Q: 3 clusters Score -942364.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -942428.562500 Penalty: 2675.926025
	Iteration 19Q: 3 clusters Score -942428.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -942489.062500 Penalty: 2675.926025
	Iteration 20F: 3 clusters Score -942489.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -942540.312500 Penalty: 2675.926025
	Iteration 21Q: 3 clusters Score -942540.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -942582.312500 Penalty: 2675.926025
	Iteration 22Q: 3 clusters Score -942582.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -942620.562500 Penalty: 2675.926025
	Iteration 23Q: 3 clusters Score -942620.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -942652.000000 Penalty: 2675.926025
	Iteration 24Q: 3 clusters Score -942652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -942687.687500 Penalty: 2675.926025
	Iteration 25Q: 3 clusters Score -942687.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -942719.562500 Penalty: 2675.926025
	Iteration 26Q: 3 clusters Score -942719.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -942736.000000 Penalty: 2675.926025
	Iteration 27Q: 3 clusters Score -942736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -942743.250000 Penalty: 2675.926025
	Iteration 28Q: 3 clusters Score -942743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -942749.437500 Penalty: 2675.926025
	Iteration 29Q: 3 clusters Score -942749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -942756.187500 Penalty: 2675.926025
	Iteration 30Q: 3 clusters Score -942756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -942763.562500 Penalty: 2675.926025
	Iteration 31Q: 3 clusters Score -942763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -942772.625000 Penalty: 2675.926025
	Iteration 32Q: 3 clusters Score -942772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -942779.687500 Penalty: 2675.926025
	Iteration 33Q: 3 clusters Score -942779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -942780.937500 Penalty: 2675.926025
	Iteration 34Q: 3 clusters Score -942780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -942785.125000 Penalty: 2675.926025
	Iteration 35Q: 3 clusters Score -942785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -942788.937500 Penalty: 2675.926025
	Iteration 36Q: 3 clusters Score -942788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -942791.687500 Penalty: 2675.926025
	Iteration 37Q: 3 clusters Score -942791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -942791.437500 Penalty: 2675.926025
	Iteration 38Q: 3 clusters Score -942791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -942793.000000 Penalty: 2675.926025
	Iteration 39Q: 3 clusters Score -942793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -942794.562500 Penalty: 2675.926025
	Iteration 40F: 3 clusters Score -942794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1019221.375000 Penalty: 1357.264282
	Iteration 0F: 2 clusters Score -1019221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1013083.125000 Penalty: 2714.528564
	Iteration 0F: 3 clusters Score -1013083 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1015044.000000 Penalty: 2714.528564
	Iteration 1F: 3 clusters Score -1015044 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1015396.562500 Penalty: 2714.528564
	Iteration 2F: 3 clusters Score -1015397 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1015639.125000 Penalty: 2714.528564
	Iteration 3F: 3 clusters Score -1015639 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1015814.625000 Penalty: 2714.528564
	Iteration 4Q: 3 clusters Score -1015815 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1015970.250000 Penalty: 2714.528564
	Iteration 5Q: 3 clusters Score -1015970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1016120.125000 Penalty: 2714.528564
	Iteration 6Q: 3 clusters Score -1016120 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1016262.625000 Penalty: 2714.528564
	Iteration 7Q: 3 clusters Score -1016263 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1016389.687500 Penalty: 2714.528564
	Iteration 8Q: 3 clusters Score -1016390 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1016510.000000 Penalty: 2714.528564
	Iteration 9Q: 3 clusters Score -1016510 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1016615.312500 Penalty: 2714.528564
	Iteration 10Q: 3 clusters Score -1016615 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1016716.500000 Penalty: 2714.528564
	Iteration 11Q: 3 clusters Score -1016716 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1016815.875000 Penalty: 2714.528564
	Iteration 12Q: 3 clusters Score -1016816 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1016913.375000 Penalty: 2714.528564
	Iteration 13Q: 3 clusters Score -1016913 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1017012.812500 Penalty: 2714.528564
	Iteration 14Q: 3 clusters Score -1017013 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1017102.875000 Penalty: 2714.528564
	Iteration 15Q: 3 clusters Score -1017103 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1017184.062500 Penalty: 2714.528564
	Iteration 16Q: 3 clusters Score -1017184 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1017267.187500 Penalty: 2714.528564
	Iteration 17Q: 3 clusters Score -1017267 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1017354.750000 Penalty: 2714.528564
	Iteration 18Q: 3 clusters Score -1017355 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1017448.250000 Penalty: 2714.528564
	Iteration 19Q: 3 clusters Score -1017448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1017543.187500 Penalty: 2714.528564
	Iteration 20F: 3 clusters Score -1017543 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1017613.000000 Penalty: 2714.528564
	Iteration 21Q: 3 clusters Score -1017613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1017668.812500 Penalty: 2714.528564
	Iteration 22Q: 3 clusters Score -1017669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1017723.375000 Penalty: 2714.528564
	Iteration 23Q: 3 clusters Score -1017723 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1017767.687500 Penalty: 2714.528564
	Iteration 24Q: 3 clusters Score -1017768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1017799.875000 Penalty: 2714.528564
	Iteration 25Q: 3 clusters Score -1017800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1017841.562500 Penalty: 2714.528564
	Iteration 26Q: 3 clusters Score -1017842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1017877.500000 Penalty: 2714.528564
	Iteration 27Q: 3 clusters Score -1017878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1017909.062500 Penalty: 2714.528564
	Iteration 28Q: 3 clusters Score -1017909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1017930.812500 Penalty: 2714.528564
	Iteration 29Q: 3 clusters Score -1017931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1017952.750000 Penalty: 2714.528564
	Iteration 30Q: 3 clusters Score -1017953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1017975.875000 Penalty: 2714.528564
	Iteration 31Q: 3 clusters Score -1017976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1018001.875000 Penalty: 2714.528564
	Iteration 32Q: 3 clusters Score -1018002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1018025.062500 Penalty: 2714.528564
	Iteration 33Q: 3 clusters Score -1018025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1018044.437500 Penalty: 2714.528564
	Iteration 34Q: 3 clusters Score -1018044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1018058.250000 Penalty: 2714.528564
	Iteration 35Q: 3 clusters Score -1018058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1018069.125000 Penalty: 2714.528564
	Iteration 36Q: 3 clusters Score -1018069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1018077.312500 Penalty: 2714.528564
	Iteration 37Q: 3 clusters Score -1018077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1018085.625000 Penalty: 2714.528564
	Iteration 38Q: 3 clusters Score -1018086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1018093.375000 Penalty: 2714.528564
	Iteration 39Q: 3 clusters Score -1018093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1018100.437500 Penalty: 2714.528564
	Iteration 40F: 3 clusters Score -1018100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1018104.250000 Penalty: 2714.528564
	Iteration 41Q: 3 clusters Score -1018104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1018109.750000 Penalty: 2714.528564
	Iteration 42Q: 3 clusters Score -1018110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1018116.687500 Penalty: 2714.528564
	Iteration 43Q: 3 clusters Score -1018117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1018120.812500 Penalty: 2714.528564
	Iteration 44Q: 3 clusters Score -1018121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1018124.125000 Penalty: 2714.528564
	Iteration 45Q: 3 clusters Score -1018124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1018128.937500 Penalty: 2714.528564
	Iteration 46Q: 3 clusters Score -1018129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1018130.562500 Penalty: 2714.528564
	Iteration 47Q: 3 clusters Score -1018131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1018134.312500 Penalty: 2714.528564
	Iteration 48Q: 3 clusters Score -1018134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1018136.375000 Penalty: 2714.528564
	Iteration 49Q: 3 clusters Score -1018136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1018138.875000 Penalty: 2714.528564
	Iteration 50Q: 3 clusters Score -1018139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1018139.687500 Penalty: 2714.528564
	Iteration 51Q: 3 clusters Score -1018140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1018142.062500 Penalty: 2714.528564
	Iteration 52Q: 3 clusters Score -1018142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1018146.875000 Penalty: 2714.528564
	Iteration 53Q: 3 clusters Score -1018147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1018144.937500 Penalty: 2714.528564
	Iteration 54Q: 3 clusters Score -1018145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1018146.812500 Penalty: 2714.528564
	Iteration 55Q: 3 clusters Score -1018147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1018146.437500 Penalty: 2714.528564
	Iteration 56Q: 3 clusters Score -1018146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1018146.187500 Penalty: 2714.528564
	Iteration 57Q: 3 clusters Score -1018146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1018147.437500 Penalty: 2714.528564
	Iteration 58Q: 3 clusters Score -1018147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1018147.375000 Penalty: 2714.528564
	Iteration 59Q: 3 clusters Score -1018147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1018146.375000 Penalty: 2714.528564
	Iteration 60F: 3 clusters Score -1018146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1018149.062500 Penalty: 2714.528564
	Iteration 61Q: 3 clusters Score -1018149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1018149.625000 Penalty: 2714.528564
	Iteration 62Q: 3 clusters Score -1018150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1018150.562500 Penalty: 2714.528564
	Iteration 63Q: 3 clusters Score -1018151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1018151.875000 Penalty: 2714.528564
	Iteration 64Q: 3 clusters Score -1018152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1018151.875000 Penalty: 2714.528564
	Iteration 65Q: 3 clusters Score -1018152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1018153.375000 Penalty: 2714.528564
	Iteration 66Q: 3 clusters Score -1018153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1018153.312500 Penalty: 2714.528564
	Iteration 67Q: 3 clusters Score -1018153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1018154.937500 Penalty: 2714.528564
	Iteration 68Q: 3 clusters Score -1018155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1018156.125000 Penalty: 2714.528564
	Iteration 69Q: 3 clusters Score -1018156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1018156.125000 Penalty: 2714.528564
	Iteration 70Q: 3 clusters Score -1018156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1018154.437500 Penalty: 2714.528564
	Iteration 71Q: 3 clusters Score -1018154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1018154.437500 Penalty: 2714.528564
	Iteration 72F: 3 clusters Score -1018154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Entering Unmasked Estep 
Score: -7944959.500000 Penalty: 1659.752197
	Iteration 0F: 2 clusters Score -7944960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -7899317.000000 Penalty: 3319.504395
	Iteration 0F: 3 clusters Score -7899317 nChanged 32663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -7917863.000000 Penalty: 3319.504395
	Iteration 1F: 3 clusters Score -7917863 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -7918448.000000 Penalty: 3319.504395
	Iteration 2Q: 3 clusters Score -7918448 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -7919038.500000 Penalty: 3319.504395
	Iteration 3Q: 3 clusters Score -7919038 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -7919606.000000 Penalty: 3319.504395
	Iteration 4Q: 3 clusters Score -7919606 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -7920221.500000 Penalty: 3319.504395
	Iteration 5Q: 3 clusters Score -7920222 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -7920869.000000 Penalty: 3319.504395
	Iteration 6Q: 3 clusters Score -7920869 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -7921569.000000 Penalty: 3319.504395
	Iteration 7Q: 3 clusters Score -7921569 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -7922397.500000 Penalty: 3319.504395
	Iteration 8Q: 3 clusters Score -7922398 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7923428.500000 Penalty: 3319.504395
	Iteration 9Q: 3 clusters Score -7923428 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -7924688.500000 Penalty: 3319.504395
	Iteration 10Q: 3 clusters Score -7924688 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -7926254.000000 Penalty: 3319.504395
	Iteration 11Q: 3 clusters Score -7926254 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7928191.000000 Penalty: 3319.504395
	Iteration 12Q: 3 clusters Score -7928191 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -7930551.500000 Penalty: 3319.504395
	Iteration 13Q: 3 clusters Score -7930552 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -7932865.500000 Penalty: 3319.504395
	Iteration 14Q: 3 clusters Score -7932866 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -7934476.000000 Penalty: 3319.504395
	Iteration 15Q: 3 clusters Score -7934476 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -7935539.000000 Penalty: 3319.504395
	Iteration 16Q: 3 clusters Score -7935539 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7936150.000000 Penalty: 3319.504395
	Iteration 17Q: 3 clusters Score -7936150 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7936548.500000 Penalty: 3319.504395
	Iteration 18Q: 3 clusters Score -7936548 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -7936883.000000 Penalty: 3319.504395
	Iteration 19Q: 3 clusters Score -7936883 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -7937199.000000 Penalty: 3319.504395
	Iteration 20F: 3 clusters Score -7937199 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7937626.000000 Penalty: 3319.504395
	Iteration 21Q: 3 clusters Score -7937626 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -7938056.000000 Penalty: 3319.504395
	Iteration 22Q: 3 clusters Score -7938056 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -7938474.000000 Penalty: 3319.504395
	Iteration 23Q: 3 clusters Score -7938474 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -7938868.500000 Penalty: 3319.504395
	Iteration 24Q: 3 clusters Score -7938868 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -7939276.500000 Penalty: 3319.504395
	Iteration 25Q: 3 clusters Score -7939276 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -7939670.500000 Penalty: 3319.504395
	Iteration 26Q: 3 clusters Score -7939670 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -7940119.000000 Penalty: 3319.504395
	Iteration 27Q: 3 clusters Score -7940119 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -7940525.000000 Penalty: 3319.504395
	Iteration 28Q: 3 clusters Score -7940525 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -7940935.000000 Penalty: 3319.504395
	Iteration 29Q: 3 clusters Score -7940935 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -7941343.500000 Penalty: 3319.504395
	Iteration 30Q: 3 clusters Score -7941344 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7941749.000000 Penalty: 3319.504395
	Iteration 31Q: 3 clusters Score -7941749 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -7942110.500000 Penalty: 3319.504395
	Iteration 32Q: 3 clusters Score -7942110 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -7942399.000000 Penalty: 3319.504395
	Iteration 33Q: 3 clusters Score -7942399 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -7942642.000000 Penalty: 3319.504395
	Iteration 34Q: 3 clusters Score -7942642 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -7942880.500000 Penalty: 3319.504395
	Iteration 35Q: 3 clusters Score -7942880 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -7943033.500000 Penalty: 3319.504395
	Iteration 36Q: 3 clusters Score -7943034 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -7943148.500000 Penalty: 3319.504395
	Iteration 37Q: 3 clusters Score -7943148 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -7943260.000000 Penalty: 3319.504395
	Iteration 38Q: 3 clusters Score -7943260 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -7943319.500000 Penalty: 3319.504395
	Iteration 39Q: 3 clusters Score -7943320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -7943387.000000 Penalty: 3319.504395
	Iteration 40F: 3 clusters Score -7943387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -7943459.000000 Penalty: 3319.504395
	Iteration 41Q: 3 clusters Score -7943459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -7943508.000000 Penalty: 3319.504395
	Iteration 42Q: 3 clusters Score -7943508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -7943528.500000 Penalty: 3319.504395
	Iteration 43Q: 3 clusters Score -7943528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -7943535.000000 Penalty: 3319.504395
	Iteration 44Q: 3 clusters Score -7943535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -7943552.000000 Penalty: 3319.504395
	Iteration 45Q: 3 clusters Score -7943552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -7943574.500000 Penalty: 3319.504395
	Iteration 46Q: 3 clusters Score -7943574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -7943590.500000 Penalty: 3319.504395
	Iteration 47Q: 3 clusters Score -7943590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -7943607.000000 Penalty: 3319.504395
	Iteration 48Q: 3 clusters Score -7943607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -7943615.500000 Penalty: 3319.504395
	Iteration 49Q: 3 clusters Score -7943616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -7943624.000000 Penalty: 3319.504395
	Iteration 50Q: 3 clusters Score -7943624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -7943629.500000 Penalty: 3319.504395
	Iteration 51Q: 3 clusters Score -7943630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -7943624.000000 Penalty: 3319.504395
	Iteration 52Q: 3 clusters Score -7943624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -7943631.000000 Penalty: 3319.504395
	Iteration 53Q: 3 clusters Score -7943631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -7943659.000000 Penalty: 3319.504395
	Iteration 54Q: 3 clusters Score -7943659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -7943661.500000 Penalty: 3319.504395
	Iteration 55Q: 3 clusters Score -7943662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -7943662.500000 Penalty: 3319.504395
	Iteration 56Q: 3 clusters Score -7943662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -7943654.500000 Penalty: 3319.504395
	Iteration 57Q: 3 clusters Score -7943654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -7943679.000000 Penalty: 3319.504395
	Iteration 58Q: 3 clusters Score -7943679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -7943671.500000 Penalty: 3319.504395
	Iteration 59Q: 3 clusters Score -7943672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -7943681.000000 Penalty: 3319.504395
	Iteration 60F: 3 clusters Score -7943681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -7943682.500000 Penalty: 3319.504395
	Iteration 61Q: 3 clusters Score -7943682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -7943693.500000 Penalty: 3319.504395
	Iteration 62Q: 3 clusters Score -7943694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -7943691.000000 Penalty: 3319.504395
	Iteration 63Q: 3 clusters Score -7943691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -7943686.500000 Penalty: 3319.504395
	Iteration 64Q: 3 clusters Score -7943686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -7943700.000000 Penalty: 3319.504395
	Iteration 65Q: 3 clusters Score -7943700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -7943704.500000 Penalty: 3319.504395
	Iteration 66Q: 3 clusters Score -7943704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -7943711.000000 Penalty: 3319.504395
	Iteration 67Q: 3 clusters Score -7943711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -7943714.000000 Penalty: 3319.504395
	Iteration 68Q: 3 clusters Score -7943714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -7943706.000000 Penalty: 3319.504395
	Iteration 69Q: 3 clusters Score -7943706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -7943706.000000 Penalty: 3319.504395
	Iteration 70F: 3 clusters Score -7943706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Entering Unmasked Estep 
Score: -7572688.500000 Penalty: 1655.712646
	Iteration 0F: 2 clusters Score -7572688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -7528494.000000 Penalty: 3311.425293
	Iteration 0F: 3 clusters Score -7528494 nChanged 31763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -7546621.500000 Penalty: 3311.425293
	Iteration 1F: 3 clusters Score -7546622 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -7547383.000000 Penalty: 3311.425293
	Iteration 2Q: 3 clusters Score -7547383 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -7548254.500000 Penalty: 3311.425293
	Iteration 3Q: 3 clusters Score -7548254 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7549344.000000 Penalty: 3311.425293
	Iteration 4Q: 3 clusters Score -7549344 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7550840.000000 Penalty: 3311.425293
	Iteration 5Q: 3 clusters Score -7550840 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -7552769.000000 Penalty: 3311.425293
	Iteration 6F: 3 clusters Score -7552769 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -7555094.500000 Penalty: 3311.425293
	Iteration 7F: 3 clusters Score -7555094 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -7557554.000000 Penalty: 3311.425293
	Iteration 8F: 3 clusters Score -7557554 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -7559970.000000 Penalty: 3311.425293
	Iteration 9F: 3 clusters Score -7559970 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -7562252.500000 Penalty: 3311.425293
	Iteration 10F: 3 clusters Score -7562252 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -7564106.500000 Penalty: 3311.425293
	Iteration 11Q: 3 clusters Score -7564106 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -7565492.000000 Penalty: 3311.425293
	Iteration 12Q: 3 clusters Score -7565492 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -7566348.000000 Penalty: 3311.425293
	Iteration 13Q: 3 clusters Score -7566348 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -7567019.000000 Penalty: 3311.425293
	Iteration 14Q: 3 clusters Score -7567019 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -7567460.000000 Penalty: 3311.425293
	Iteration 15Q: 3 clusters Score -7567460 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -7567803.500000 Penalty: 3311.425293
	Iteration 16Q: 3 clusters Score -7567804 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -7568143.000000 Penalty: 3311.425293
	Iteration 17Q: 3 clusters Score -7568143 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7568420.500000 Penalty: 3311.425293
	Iteration 18Q: 3 clusters Score -7568420 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -7568630.000000 Penalty: 3311.425293
	Iteration 19Q: 3 clusters Score -7568630 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -7568884.000000 Penalty: 3311.425293
	Iteration 20F: 3 clusters Score -7568884 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -7569170.500000 Penalty: 3311.425293
	Iteration 21Q: 3 clusters Score -7569170 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7569403.500000 Penalty: 3311.425293
	Iteration 22Q: 3 clusters Score -7569404 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -7569602.000000 Penalty: 3311.425293
	Iteration 23Q: 3 clusters Score -7569602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -7569825.000000 Penalty: 3311.425293
	Iteration 24Q: 3 clusters Score -7569825 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -7570119.500000 Penalty: 3311.425293
	Iteration 25Q: 3 clusters Score -7570120 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -7570415.500000 Penalty: 3311.425293
	Iteration 26Q: 3 clusters Score -7570416 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -7570708.500000 Penalty: 3311.425293
	Iteration 27Q: 3 clusters Score -7570708 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -7571016.500000 Penalty: 3311.425293
	Iteration 28Q: 3 clusters Score -7571016 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -7571283.500000 Penalty: 3311.425293
	Iteration 29Q: 3 clusters Score -7571284 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -7571475.000000 Penalty: 3311.425293
	Iteration 30Q: 3 clusters Score -7571475 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -7571638.000000 Penalty: 3311.425293
	Iteration 31Q: 3 clusters Score -7571638 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -7571759.500000 Penalty: 3311.425293
	Iteration 32Q: 3 clusters Score -7571760 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -7571879.500000 Penalty: 3311.425293
	Iteration 33Q: 3 clusters Score -7571880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -7571963.000000 Penalty: 3311.425293
	Iteration 34Q: 3 clusters Score -7571963 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -7572000.500000 Penalty: 3311.425293
	Iteration 35Q: 3 clusters Score -7572000 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -7572061.500000 Penalty: 3311.425293
	Iteration 36Q: 3 clusters Score -7572062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -7572121.000000 Penalty: 3311.425293
	Iteration 37Q: 3 clusters Score -7572121 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -7572174.000000 Penalty: 3311.425293
	Iteration 38Q: 3 clusters Score -7572174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7572210.000000 Penalty: 3311.425293
	Iteration 39Q: 3 clusters Score -7572210 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -7572270.000000 Penalty: 3311.425293
	Iteration 40F: 3 clusters Score -7572270 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -7572298.000000 Penalty: 3311.425293
	Iteration 41Q: 3 clusters Score -7572298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -7572321.500000 Penalty: 3311.425293
	Iteration 42Q: 3 clusters Score -7572322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -7572324.000000 Penalty: 3311.425293
	Iteration 43Q: 3 clusters Score -7572324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -7572340.500000 Penalty: 3311.425293
	Iteration 44Q: 3 clusters Score -7572340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -7572350.000000 Penalty: 3311.425293
	Iteration 45Q: 3 clusters Score -7572350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -7572359.000000 Penalty: 3311.425293
	Iteration 46Q: 3 clusters Score -7572359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -7572368.000000 Penalty: 3311.425293
	Iteration 47Q: 3 clusters Score -7572368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -7572382.000000 Penalty: 3311.425293
	Iteration 48Q: 3 clusters Score -7572382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -7572387.500000 Penalty: 3311.425293
	Iteration 49Q: 3 clusters Score -7572388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -7572407.000000 Penalty: 3311.425293
	Iteration 50Q: 3 clusters Score -7572407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -7572395.500000 Penalty: 3311.425293
	Iteration 51Q: 3 clusters Score -7572396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -7572422.500000 Penalty: 3311.425293
	Iteration 52Q: 3 clusters Score -7572422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7572450.000000 Penalty: 3311.425293
	Iteration 53Q: 3 clusters Score -7572450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -7572470.500000 Penalty: 3311.425293
	Iteration 54Q: 3 clusters Score -7572470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -7572487.500000 Penalty: 3311.425293
	Iteration 55Q: 3 clusters Score -7572488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -7572511.000000 Penalty: 3311.425293
	Iteration 56Q: 3 clusters Score -7572511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -7572541.000000 Penalty: 3311.425293
	Iteration 57Q: 3 clusters Score -7572541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -7572528.000000 Penalty: 3311.425293
	Iteration 58Q: 3 clusters Score -7572528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -7572546.500000 Penalty: 3311.425293
	Iteration 59Q: 3 clusters Score -7572546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -7572558.000000 Penalty: 3311.425293
	Iteration 60F: 3 clusters Score -7572558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -7572561.000000 Penalty: 3311.425293
	Iteration 61Q: 3 clusters Score -7572561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -7572558.000000 Penalty: 3311.425293
	Iteration 62Q: 3 clusters Score -7572558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -7572574.500000 Penalty: 3311.425293
	Iteration 63Q: 3 clusters Score -7572574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -7572573.500000 Penalty: 3311.425293
	Iteration 64Q: 3 clusters Score -7572574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -7572579.000000 Penalty: 3311.425293
	Iteration 65Q: 3 clusters Score -7572579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -7572581.500000 Penalty: 3311.425293
	Iteration 66Q: 3 clusters Score -7572582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7572579.500000 Penalty: 3311.425293
	Iteration 67Q: 3 clusters Score -7572580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -7572590.500000 Penalty: 3311.425293
	Iteration 68Q: 3 clusters Score -7572590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -7572592.500000 Penalty: 3311.425293
	Iteration 69Q: 3 clusters Score -7572592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -7572599.000000 Penalty: 3311.425293
	Iteration 70Q: 3 clusters Score -7572599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -7572611.500000 Penalty: 3311.425293
	Iteration 71Q: 3 clusters Score -7572612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -7572613.500000 Penalty: 3311.425293
	Iteration 72Q: 3 clusters Score -7572614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -7572597.500000 Penalty: 3311.425293
	Iteration 73Q: 3 clusters Score -7572598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -7572605.000000 Penalty: 3311.425293
	Iteration 74Q: 3 clusters Score -7572605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -7572598.500000 Penalty: 3311.425293
	Iteration 75Q: 3 clusters Score -7572598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -7572597.000000 Penalty: 3311.425293
	Iteration 76Q: 3 clusters Score -7572597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -7572598.500000 Penalty: 3311.425293
	Iteration 77Q: 3 clusters Score -7572598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -7572602.000000 Penalty: 3311.425293
	Iteration 78Q: 3 clusters Score -7572602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -7572603.000000 Penalty: 3311.425293
	Iteration 79Q: 3 clusters Score -7572603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -7572603.000000 Penalty: 3311.425293
	Iteration 80F: 3 clusters Score -7572603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Entering Unmasked Estep 
Score: -2307355.000000 Penalty: 1476.534546
	Iteration 0F: 2 clusters Score -2307355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2294004.750000 Penalty: 2953.069092
	Iteration 0F: 3 clusters Score -2294005 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2298737.000000 Penalty: 2953.069092
	Iteration 1F: 3 clusters Score -2298737 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2299144.000000 Penalty: 2953.069092
	Iteration 2F: 3 clusters Score -2299144 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2299524.500000 Penalty: 2953.069092
	Iteration 3Q: 3 clusters Score -2299524 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2299912.250000 Penalty: 2953.069092
	Iteration 4Q: 3 clusters Score -2299912 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2300380.250000 Penalty: 2953.069092
	Iteration 5Q: 3 clusters Score -2300380 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2301017.250000 Penalty: 2953.069092
	Iteration 6F: 3 clusters Score -2301017 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2301802.000000 Penalty: 2953.069092
	Iteration 7F: 3 clusters Score -2301802 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2302644.250000 Penalty: 2953.069092
	Iteration 8F: 3 clusters Score -2302644 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2303490.500000 Penalty: 2953.069092
	Iteration 9F: 3 clusters Score -2303490 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2304305.000000 Penalty: 2953.069092
	Iteration 10Q: 3 clusters Score -2304305 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2304986.000000 Penalty: 2953.069092
	Iteration 11Q: 3 clusters Score -2304986 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2305428.250000 Penalty: 2953.069092
	Iteration 12Q: 3 clusters Score -2305428 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2305709.500000 Penalty: 2953.069092
	Iteration 13Q: 3 clusters Score -2305710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2305872.750000 Penalty: 2953.069092
	Iteration 14Q: 3 clusters Score -2305873 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2305953.500000 Penalty: 2953.069092
	Iteration 15Q: 3 clusters Score -2305954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2306016.750000 Penalty: 2953.069092
	Iteration 16Q: 3 clusters Score -2306017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2306065.250000 Penalty: 2953.069092
	Iteration 17Q: 3 clusters Score -2306065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2306105.500000 Penalty: 2953.069092
	Iteration 18Q: 3 clusters Score -2306106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2306136.500000 Penalty: 2953.069092
	Iteration 19Q: 3 clusters Score -2306136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2306160.500000 Penalty: 2953.069092
	Iteration 20F: 3 clusters Score -2306160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2306177.500000 Penalty: 2953.069092
	Iteration 21Q: 3 clusters Score -2306178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2306190.750000 Penalty: 2953.069092
	Iteration 22Q: 3 clusters Score -2306191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2306205.000000 Penalty: 2953.069092
	Iteration 23Q: 3 clusters Score -2306205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2306216.750000 Penalty: 2953.069092
	Iteration 24Q: 3 clusters Score -2306217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2306222.250000 Penalty: 2953.069092
	Iteration 25Q: 3 clusters Score -2306222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2306227.500000 Penalty: 2953.069092
	Iteration 26Q: 3 clusters Score -2306228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2306232.000000 Penalty: 2953.069092
	Iteration 27Q: 3 clusters Score -2306232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2306237.750000 Penalty: 2953.069092
	Iteration 28Q: 3 clusters Score -2306238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2306242.000000 Penalty: 2953.069092
	Iteration 29Q: 3 clusters Score -2306242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2306246.750000 Penalty: 2953.069092
	Iteration 30Q: 3 clusters Score -2306247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2306249.750000 Penalty: 2953.069092
	Iteration 31Q: 3 clusters Score -2306250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2306260.500000 Penalty: 2953.069092
	Iteration 32Q: 3 clusters Score -2306260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2306261.500000 Penalty: 2953.069092
	Iteration 33Q: 3 clusters Score -2306262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2306260.000000 Penalty: 2953.069092
	Iteration 34Q: 3 clusters Score -2306260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2306260.000000 Penalty: 2953.069092
	Iteration 35F: 3 clusters Score -2306260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Entering Unmasked Estep 
Score: -4832062.000000 Penalty: 1580.166626
	Iteration 0F: 2 clusters Score -4832062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -4805511.000000 Penalty: 3160.333252
	Iteration 0F: 3 clusters Score -4805511 nChanged 18714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4815821.000000 Penalty: 3160.333252
	Iteration 1F: 3 clusters Score -4815821 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4816503.000000 Penalty: 3160.333252
	Iteration 2Q: 3 clusters Score -4816503 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4817206.000000 Penalty: 3160.333252
	Iteration 3Q: 3 clusters Score -4817206 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4818030.500000 Penalty: 3160.333252
	Iteration 4Q: 3 clusters Score -4818030 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4819128.000000 Penalty: 3160.333252
	Iteration 5F: 3 clusters Score -4819128 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4820542.500000 Penalty: 3160.333252
	Iteration 6F: 3 clusters Score -4820542 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4822339.000000 Penalty: 3160.333252
	Iteration 7F: 3 clusters Score -4822339 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4824284.500000 Penalty: 3160.333252
	Iteration 8F: 3 clusters Score -4824284 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4826148.000000 Penalty: 3160.333252
	Iteration 9F: 3 clusters Score -4826148 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4827738.500000 Penalty: 3160.333252
	Iteration 10F: 3 clusters Score -4827738 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4829071.500000 Penalty: 3160.333252
	Iteration 11Q: 3 clusters Score -4829072 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4830106.500000 Penalty: 3160.333252
	Iteration 12Q: 3 clusters Score -4830106 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4830918.000000 Penalty: 3160.333252
	Iteration 13Q: 3 clusters Score -4830918 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4831471.000000 Penalty: 3160.333252
	Iteration 14Q: 3 clusters Score -4831471 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4831742.000000 Penalty: 3160.333252
	Iteration 15Q: 3 clusters Score -4831742 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4831880.000000 Penalty: 3160.333252
	Iteration 16Q: 3 clusters Score -4831880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4831929.500000 Penalty: 3160.333252
	Iteration 17Q: 3 clusters Score -4831930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4831966.000000 Penalty: 3160.333252
	Iteration 18Q: 3 clusters Score -4831966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4831995.500000 Penalty: 3160.333252
	Iteration 19Q: 3 clusters Score -4831996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4832006.500000 Penalty: 3160.333252
	Iteration 20F: 3 clusters Score -4832006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4832037.000000 Penalty: 3160.333252
	Iteration 21Q: 3 clusters Score -4832037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4832046.000000 Penalty: 3160.333252
	Iteration 22Q: 3 clusters Score -4832046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4832058.500000 Penalty: 3160.333252
	Iteration 23Q: 3 clusters Score -4832058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4832056.000000 Penalty: 3160.333252
	Iteration 24Q: 3 clusters Score -4832056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4832060.000000 Penalty: 3160.333252
	Iteration 25Q: 3 clusters Score -4832060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4832068.500000 Penalty: 3160.333252
	Iteration 26Q: 3 clusters Score -4832068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4832073.000000 Penalty: 3160.333252
	Iteration 27Q: 3 clusters Score -4832073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4832069.000000 Penalty: 3160.333252
	Iteration 28Q: 3 clusters Score -4832069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4832065.500000 Penalty: 3160.333252
	Iteration 29Q: 3 clusters Score -4832066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4832065.000000 Penalty: 3160.333252
	Iteration 30Q: 3 clusters Score -4832065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4832065.000000 Penalty: 3160.333252
	Iteration 31F: 3 clusters Score -4832065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 19935 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11397 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15929 members 
Mstep: Class 23 contains 53041 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65665 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 69860 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20393 members 
Mstep: Class 34 contains 39341 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 10604 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93784 members 
Mstep: Class 39 contains 10544 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6020 members 
Mstep: Class 43 contains 2882 members 
Mstep: Class 44 contains 17810 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7027 members 
Mstep: Class 52 contains 5708 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48563 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1990 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 1580 members 
Entering Unmasked Estep 
Score: -111160136.000000 Penalty: 129547.601562
Splitting cluster 34 changes total score from -111160432.000000 to -111160136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Entering Unmasked Estep 
Score: -1123904.625000 Penalty: 1365.889526
	Iteration 0F: 2 clusters Score -1123905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1117303.250000 Penalty: 2731.779053
	Iteration 0F: 3 clusters Score -1117303 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1119470.375000 Penalty: 2731.779053
	Iteration 1F: 3 clusters Score -1119470 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1119751.625000 Penalty: 2731.779053
	Iteration 2F: 3 clusters Score -1119752 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1119946.250000 Penalty: 2731.779053
	Iteration 3Q: 3 clusters Score -1119946 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1120089.125000 Penalty: 2731.779053
	Iteration 4Q: 3 clusters Score -1120089 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1120201.875000 Penalty: 2731.779053
	Iteration 5Q: 3 clusters Score -1120202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1120298.000000 Penalty: 2731.779053
	Iteration 6Q: 3 clusters Score -1120298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1120394.250000 Penalty: 2731.779053
	Iteration 7Q: 3 clusters Score -1120394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1120478.750000 Penalty: 2731.779053
	Iteration 8Q: 3 clusters Score -1120479 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1120563.125000 Penalty: 2731.779053
	Iteration 9Q: 3 clusters Score -1120563 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1120662.000000 Penalty: 2731.779053
	Iteration 10Q: 3 clusters Score -1120662 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1120794.750000 Penalty: 2731.779053
	Iteration 11Q: 3 clusters Score -1120795 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1120977.125000 Penalty: 2731.779053
	Iteration 12Q: 3 clusters Score -1120977 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1121164.750000 Penalty: 2731.779053
	Iteration 13Q: 3 clusters Score -1121165 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1121404.250000 Penalty: 2731.779053
	Iteration 14Q: 3 clusters Score -1121404 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1121649.625000 Penalty: 2731.779053
	Iteration 15Q: 3 clusters Score -1121650 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1121888.125000 Penalty: 2731.779053
	Iteration 16Q: 3 clusters Score -1121888 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1122094.625000 Penalty: 2731.779053
	Iteration 17Q: 3 clusters Score -1122095 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1122279.625000 Penalty: 2731.779053
	Iteration 18Q: 3 clusters Score -1122280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1122409.875000 Penalty: 2731.779053
	Iteration 19Q: 3 clusters Score -1122410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1122502.750000 Penalty: 2731.779053
	Iteration 20F: 3 clusters Score -1122503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1122594.125000 Penalty: 2731.779053
	Iteration 21Q: 3 clusters Score -1122594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1122664.250000 Penalty: 2731.779053
	Iteration 22Q: 3 clusters Score -1122664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1122709.000000 Penalty: 2731.779053
	Iteration 23Q: 3 clusters Score -1122709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1122736.750000 Penalty: 2731.779053
	Iteration 24Q: 3 clusters Score -1122737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1122761.000000 Penalty: 2731.779053
	Iteration 25Q: 3 clusters Score -1122761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1122778.250000 Penalty: 2731.779053
	Iteration 26Q: 3 clusters Score -1122778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1122791.125000 Penalty: 2731.779053
	Iteration 27Q: 3 clusters Score -1122791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1122800.125000 Penalty: 2731.779053
	Iteration 28Q: 3 clusters Score -1122800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1122808.750000 Penalty: 2731.779053
	Iteration 29Q: 3 clusters Score -1122809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1122820.125000 Penalty: 2731.779053
	Iteration 30Q: 3 clusters Score -1122820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1122831.125000 Penalty: 2731.779053
	Iteration 31Q: 3 clusters Score -1122831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1122836.250000 Penalty: 2731.779053
	Iteration 32Q: 3 clusters Score -1122836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1122837.375000 Penalty: 2731.779053
	Iteration 33Q: 3 clusters Score -1122837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1122839.750000 Penalty: 2731.779053
	Iteration 34Q: 3 clusters Score -1122840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1122839.750000 Penalty: 2731.779053
	Iteration 35F: 3 clusters Score -1122840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Entering Unmasked Estep 
Score: -1161492.125000 Penalty: 1379.225220
	Iteration 0F: 2 clusters Score -1161492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1154348.250000 Penalty: 2758.450439
	Iteration 0F: 3 clusters Score -1154348 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1156688.500000 Penalty: 2758.450439
	Iteration 1F: 3 clusters Score -1156688 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1157007.375000 Penalty: 2758.450439
	Iteration 2F: 3 clusters Score -1157007 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1157236.500000 Penalty: 2758.450439
	Iteration 3F: 3 clusters Score -1157236 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1157416.750000 Penalty: 2758.450439
	Iteration 4Q: 3 clusters Score -1157417 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1157610.250000 Penalty: 2758.450439
	Iteration 5Q: 3 clusters Score -1157610 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1157800.625000 Penalty: 2758.450439
	Iteration 6Q: 3 clusters Score -1157801 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1157961.500000 Penalty: 2758.450439
	Iteration 7Q: 3 clusters Score -1157962 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1158119.500000 Penalty: 2758.450439
	Iteration 8Q: 3 clusters Score -1158120 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1158332.875000 Penalty: 2758.450439
	Iteration 9Q: 3 clusters Score -1158333 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1158550.125000 Penalty: 2758.450439
	Iteration 10Q: 3 clusters Score -1158550 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1158794.875000 Penalty: 2758.450439
	Iteration 11Q: 3 clusters Score -1158795 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1159107.375000 Penalty: 2758.450439
	Iteration 12Q: 3 clusters Score -1159107 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1159385.125000 Penalty: 2758.450439
	Iteration 13Q: 3 clusters Score -1159385 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1159634.000000 Penalty: 2758.450439
	Iteration 14Q: 3 clusters Score -1159634 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1159814.375000 Penalty: 2758.450439
	Iteration 15Q: 3 clusters Score -1159814 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1159967.250000 Penalty: 2758.450439
	Iteration 16Q: 3 clusters Score -1159967 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1160082.250000 Penalty: 2758.450439
	Iteration 17Q: 3 clusters Score -1160082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1160154.375000 Penalty: 2758.450439
	Iteration 18Q: 3 clusters Score -1160154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1160205.875000 Penalty: 2758.450439
	Iteration 19Q: 3 clusters Score -1160206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1160230.375000 Penalty: 2758.450439
	Iteration 20F: 3 clusters Score -1160230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1160245.750000 Penalty: 2758.450439
	Iteration 21Q: 3 clusters Score -1160246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1160259.000000 Penalty: 2758.450439
	Iteration 22Q: 3 clusters Score -1160259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1160269.000000 Penalty: 2758.450439
	Iteration 23Q: 3 clusters Score -1160269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1160273.250000 Penalty: 2758.450439
	Iteration 24Q: 3 clusters Score -1160273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1160277.125000 Penalty: 2758.450439
	Iteration 25Q: 3 clusters Score -1160277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1160278.250000 Penalty: 2758.450439
	Iteration 26Q: 3 clusters Score -1160278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1160283.875000 Penalty: 2758.450439
	Iteration 27Q: 3 clusters Score -1160284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1160286.250000 Penalty: 2758.450439
	Iteration 28Q: 3 clusters Score -1160286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1160293.625000 Penalty: 2758.450439
	Iteration 29Q: 3 clusters Score -1160294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1160297.250000 Penalty: 2758.450439
	Iteration 30Q: 3 clusters Score -1160297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1160303.375000 Penalty: 2758.450439
	Iteration 31Q: 3 clusters Score -1160303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1160306.125000 Penalty: 2758.450439
	Iteration 32Q: 3 clusters Score -1160306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1160313.625000 Penalty: 2758.450439
	Iteration 33Q: 3 clusters Score -1160314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1160319.500000 Penalty: 2758.450439
	Iteration 34Q: 3 clusters Score -1160320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1160323.375000 Penalty: 2758.450439
	Iteration 35Q: 3 clusters Score -1160323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1160326.375000 Penalty: 2758.450439
	Iteration 36Q: 3 clusters Score -1160326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1160327.250000 Penalty: 2758.450439
	Iteration 37Q: 3 clusters Score -1160327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1160328.875000 Penalty: 2758.450439
	Iteration 38Q: 3 clusters Score -1160329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1160331.125000 Penalty: 2758.450439
	Iteration 39Q: 3 clusters Score -1160331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1160332.375000 Penalty: 2758.450439
	Iteration 40F: 3 clusters Score -1160332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1160336.625000 Penalty: 2758.450439
	Iteration 41Q: 3 clusters Score -1160337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1160340.750000 Penalty: 2758.450439
	Iteration 42Q: 3 clusters Score -1160341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1160341.500000 Penalty: 2758.450439
	Iteration 43Q: 3 clusters Score -1160342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1160343.875000 Penalty: 2758.450439
	Iteration 44Q: 3 clusters Score -1160344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1160348.750000 Penalty: 2758.450439
	Iteration 45Q: 3 clusters Score -1160349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1160352.875000 Penalty: 2758.450439
	Iteration 46Q: 3 clusters Score -1160353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1160355.125000 Penalty: 2758.450439
	Iteration 47Q: 3 clusters Score -1160355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1160355.625000 Penalty: 2758.450439
	Iteration 48Q: 3 clusters Score -1160356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1160360.750000 Penalty: 2758.450439
	Iteration 49Q: 3 clusters Score -1160361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1160364.750000 Penalty: 2758.450439
	Iteration 50Q: 3 clusters Score -1160365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1160364.750000 Penalty: 2758.450439
	Iteration 51Q: 3 clusters Score -1160365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1160365.375000 Penalty: 2758.450439
	Iteration 52Q: 3 clusters Score -1160365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1160366.000000 Penalty: 2758.450439
	Iteration 53Q: 3 clusters Score -1160366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1160370.625000 Penalty: 2758.450439
	Iteration 54Q: 3 clusters Score -1160371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1160370.375000 Penalty: 2758.450439
	Iteration 55Q: 3 clusters Score -1160370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1160371.250000 Penalty: 2758.450439
	Iteration 56Q: 3 clusters Score -1160371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1160372.750000 Penalty: 2758.450439
	Iteration 57Q: 3 clusters Score -1160373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1160376.500000 Penalty: 2758.450439
	Iteration 58Q: 3 clusters Score -1160376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1160377.875000 Penalty: 2758.450439
	Iteration 59Q: 3 clusters Score -1160378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1160381.000000 Penalty: 2758.450439
	Iteration 60F: 3 clusters Score -1160381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1160380.125000 Penalty: 2758.450439
	Iteration 61Q: 3 clusters Score -1160380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1160380.250000 Penalty: 2758.450439
	Iteration 62Q: 3 clusters Score -1160380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1160379.625000 Penalty: 2758.450439
	Iteration 63Q: 3 clusters Score -1160380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1160379.625000 Penalty: 2758.450439
	Iteration 64F: 3 clusters Score -1160380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -25248.832031 Penalty: 856.924561
	Iteration 0F: 2 clusters Score -25248.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24464.734375 Penalty: 1713.849121
	Iteration 0F: 3 clusters Score -24464.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24626.300781 Penalty: 1713.849121
	Iteration 1F: 3 clusters Score -24626.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24705.033203 Penalty: 1713.849121
	Iteration 2F: 3 clusters Score -24705.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24738.800781 Penalty: 1713.849121
	Iteration 3Q: 3 clusters Score -24738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24768.300781 Penalty: 1713.849121
	Iteration 4Q: 3 clusters Score -24768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24824.603516 Penalty: 1713.849121
	Iteration 5Q: 3 clusters Score -24824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24862.064453 Penalty: 1713.849121
	Iteration 6Q: 3 clusters Score -24862.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24874.503906 Penalty: 1713.849121
	Iteration 7Q: 3 clusters Score -24874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24899.324219 Penalty: 1713.849121
	Iteration 8Q: 3 clusters Score -24899.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24926.552734 Penalty: 1713.849121
	Iteration 9Q: 3 clusters Score -24926.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24977.564453 Penalty: 1713.849121
	Iteration 10Q: 3 clusters Score -24977.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24994.759766 Penalty: 1713.849121
	Iteration 11Q: 3 clusters Score -24994.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25003.568359 Penalty: 1713.849121
	Iteration 12Q: 3 clusters Score -25003.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25008.351562 Penalty: 1713.849121
	Iteration 13Q: 3 clusters Score -25008.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25008.351562 Penalty: 1713.849121
	Iteration 14F: 3 clusters Score -25008.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (93784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Entering Unmasked Estep 
Score: -10847848.000000 Penalty: 1703.573975
	Iteration 0F: 2 clusters Score -1.084785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -10788274.000000 Penalty: 3407.147949
	Iteration 0F: 3 clusters Score -1.078827e+07 nChanged 44319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -10813168.000000 Penalty: 3407.147949
	Iteration 1F: 3 clusters Score -1.081317e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -10813777.000000 Penalty: 3407.147949
	Iteration 2Q: 3 clusters Score -1.081378e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -10814566.000000 Penalty: 3407.147949
	Iteration 3Q: 3 clusters Score -1.081457e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -10815537.000000 Penalty: 3407.147949
	Iteration 4Q: 3 clusters Score -1.081554e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -10816705.000000 Penalty: 3407.147949
	Iteration 5Q: 3 clusters Score -1.08167e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -10818441.000000 Penalty: 3407.147949
	Iteration 6Q: 3 clusters Score -1.081844e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -10821128.000000 Penalty: 3407.147949
	Iteration 7Q: 3 clusters Score -1.082113e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -10824519.000000 Penalty: 3407.147949
	Iteration 8F: 3 clusters Score -1.082452e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -10828204.000000 Penalty: 3407.147949
	Iteration 9F: 3 clusters Score -1.08282e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -10831658.000000 Penalty: 3407.147949
	Iteration 10F: 3 clusters Score -1.083166e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -10834295.000000 Penalty: 3407.147949
	Iteration 11Q: 3 clusters Score -1.08343e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -10836356.000000 Penalty: 3407.147949
	Iteration 12Q: 3 clusters Score -1.083636e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -10837828.000000 Penalty: 3407.147949
	Iteration 13Q: 3 clusters Score -1.083783e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -10838857.000000 Penalty: 3407.147949
	Iteration 14Q: 3 clusters Score -1.083886e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -10839786.000000 Penalty: 3407.147949
	Iteration 15Q: 3 clusters Score -1.083979e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -10840537.000000 Penalty: 3407.147949
	Iteration 16Q: 3 clusters Score -1.084054e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -10841160.000000 Penalty: 3407.147949
	Iteration 17Q: 3 clusters Score -1.084116e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -10841718.000000 Penalty: 3407.147949
	Iteration 18Q: 3 clusters Score -1.084172e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -10842262.000000 Penalty: 3407.147949
	Iteration 19Q: 3 clusters Score -1.084226e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -10842827.000000 Penalty: 3407.147949
	Iteration 20F: 3 clusters Score -1.084283e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -10843378.000000 Penalty: 3407.147949
	Iteration 21Q: 3 clusters Score -1.084338e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -10843907.000000 Penalty: 3407.147949
	Iteration 22Q: 3 clusters Score -1.084391e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -10844427.000000 Penalty: 3407.147949
	Iteration 23Q: 3 clusters Score -1.084443e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -10844839.000000 Penalty: 3407.147949
	Iteration 24Q: 3 clusters Score -1.084484e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10845154.000000 Penalty: 3407.147949
	Iteration 25Q: 3 clusters Score -1.084515e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -10845400.000000 Penalty: 3407.147949
	Iteration 26Q: 3 clusters Score -1.08454e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10845599.000000 Penalty: 3407.147949
	Iteration 27Q: 3 clusters Score -1.08456e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10845785.000000 Penalty: 3407.147949
	Iteration 28Q: 3 clusters Score -1.084578e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10845883.000000 Penalty: 3407.147949
	Iteration 29Q: 3 clusters Score -1.084588e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10846000.000000 Penalty: 3407.147949
	Iteration 30Q: 3 clusters Score -1.0846e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10846120.000000 Penalty: 3407.147949
	Iteration 31Q: 3 clusters Score -1.084612e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10846181.000000 Penalty: 3407.147949
	Iteration 32Q: 3 clusters Score -1.084618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10846225.000000 Penalty: 3407.147949
	Iteration 33Q: 3 clusters Score -1.084622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10846256.000000 Penalty: 3407.147949
	Iteration 34Q: 3 clusters Score -1.084626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10846276.000000 Penalty: 3407.147949
	Iteration 35Q: 3 clusters Score -1.084628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10846307.000000 Penalty: 3407.147949
	Iteration 36Q: 3 clusters Score -1.084631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10846324.000000 Penalty: 3407.147949
	Iteration 37Q: 3 clusters Score -1.084632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10846352.000000 Penalty: 3407.147949
	Iteration 38Q: 3 clusters Score -1.084635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10846364.000000 Penalty: 3407.147949
	Iteration 39Q: 3 clusters Score -1.084636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10846389.000000 Penalty: 3407.147949
	Iteration 40F: 3 clusters Score -1.084639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10846406.000000 Penalty: 3407.147949
	Iteration 41Q: 3 clusters Score -1.084641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10846446.000000 Penalty: 3407.147949
	Iteration 42Q: 3 clusters Score -1.084645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10846448.000000 Penalty: 3407.147949
	Iteration 43Q: 3 clusters Score -1.084645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10846457.000000 Penalty: 3407.147949
	Iteration 44Q: 3 clusters Score -1.084646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10846468.000000 Penalty: 3407.147949
	Iteration 45Q: 3 clusters Score -1.084647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10846471.000000 Penalty: 3407.147949
	Iteration 46Q: 3 clusters Score -1.084647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10846488.000000 Penalty: 3407.147949
	Iteration 47Q: 3 clusters Score -1.084649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10846492.000000 Penalty: 3407.147949
	Iteration 48Q: 3 clusters Score -1.084649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10846496.000000 Penalty: 3407.147949
	Iteration 49Q: 3 clusters Score -1.08465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10846499.000000 Penalty: 3407.147949
	Iteration 50Q: 3 clusters Score -1.08465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10846494.000000 Penalty: 3407.147949
	Iteration 51Q: 3 clusters Score -1.084649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10846493.000000 Penalty: 3407.147949
	Iteration 52Q: 3 clusters Score -1.084649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10846501.000000 Penalty: 3407.147949
	Iteration 53Q: 3 clusters Score -1.08465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10846497.000000 Penalty: 3407.147949
	Iteration 54Q: 3 clusters Score -1.08465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10846498.000000 Penalty: 3407.147949
	Iteration 55Q: 3 clusters Score -1.08465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10846506.000000 Penalty: 3407.147949
	Iteration 56Q: 3 clusters Score -1.084651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10846509.000000 Penalty: 3407.147949
	Iteration 57Q: 3 clusters Score -1.084651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10846504.000000 Penalty: 3407.147949
	Iteration 58Q: 3 clusters Score -1.08465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10846501.000000 Penalty: 3407.147949
	Iteration 59Q: 3 clusters Score -1.08465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10846506.000000 Penalty: 3407.147949
	Iteration 60F: 3 clusters Score -1.084651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Entering Unmasked Estep 
Score: -1178909.375000 Penalty: 1378.380859
	Iteration 0F: 2 clusters Score -1178909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1171839.750000 Penalty: 2756.761719
	Iteration 0F: 3 clusters Score -1171840 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1174216.250000 Penalty: 2756.761719
	Iteration 1F: 3 clusters Score -1174216 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1174530.750000 Penalty: 2756.761719
	Iteration 2F: 3 clusters Score -1174531 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1174785.625000 Penalty: 2756.761719
	Iteration 3Q: 3 clusters Score -1174786 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1175002.750000 Penalty: 2756.761719
	Iteration 4Q: 3 clusters Score -1175003 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1175217.500000 Penalty: 2756.761719
	Iteration 5Q: 3 clusters Score -1175218 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1175426.750000 Penalty: 2756.761719
	Iteration 6Q: 3 clusters Score -1175427 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1175634.000000 Penalty: 2756.761719
	Iteration 7Q: 3 clusters Score -1175634 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1175830.000000 Penalty: 2756.761719
	Iteration 8Q: 3 clusters Score -1175830 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1176043.000000 Penalty: 2756.761719
	Iteration 9Q: 3 clusters Score -1176043 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1176269.875000 Penalty: 2756.761719
	Iteration 10Q: 3 clusters Score -1176270 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1176477.250000 Penalty: 2756.761719
	Iteration 11Q: 3 clusters Score -1176477 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1176666.125000 Penalty: 2756.761719
	Iteration 12Q: 3 clusters Score -1176666 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1176848.125000 Penalty: 2756.761719
	Iteration 13Q: 3 clusters Score -1176848 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1177025.250000 Penalty: 2756.761719
	Iteration 14Q: 3 clusters Score -1177025 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1177224.750000 Penalty: 2756.761719
	Iteration 15Q: 3 clusters Score -1177225 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1177442.875000 Penalty: 2756.761719
	Iteration 16Q: 3 clusters Score -1177443 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1177632.250000 Penalty: 2756.761719
	Iteration 17Q: 3 clusters Score -1177632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1177780.500000 Penalty: 2756.761719
	Iteration 18Q: 3 clusters Score -1177780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1177894.750000 Penalty: 2756.761719
	Iteration 19Q: 3 clusters Score -1177895 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1177969.250000 Penalty: 2756.761719
	Iteration 20F: 3 clusters Score -1177969 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1178015.500000 Penalty: 2756.761719
	Iteration 21Q: 3 clusters Score -1178016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1178060.625000 Penalty: 2756.761719
	Iteration 22Q: 3 clusters Score -1178061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1178104.125000 Penalty: 2756.761719
	Iteration 23Q: 3 clusters Score -1178104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1178143.875000 Penalty: 2756.761719
	Iteration 24Q: 3 clusters Score -1178144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1178176.750000 Penalty: 2756.761719
	Iteration 25Q: 3 clusters Score -1178177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1178191.875000 Penalty: 2756.761719
	Iteration 26Q: 3 clusters Score -1178192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1178200.125000 Penalty: 2756.761719
	Iteration 27Q: 3 clusters Score -1178200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1178202.625000 Penalty: 2756.761719
	Iteration 28Q: 3 clusters Score -1178203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1178205.875000 Penalty: 2756.761719
	Iteration 29Q: 3 clusters Score -1178206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1178205.750000 Penalty: 2756.761719
	Iteration 30Q: 3 clusters Score -1178206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1178206.625000 Penalty: 2756.761719
	Iteration 31Q: 3 clusters Score -1178207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1178207.375000 Penalty: 2756.761719
	Iteration 32Q: 3 clusters Score -1178207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1178207.375000 Penalty: 2756.761719
	Iteration 33F: 3 clusters Score -1178207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -424795.406250 Penalty: 1231.148438
	Iteration 0F: 2 clusters Score -424795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -421782.187500 Penalty: 2462.296875
	Iteration 0F: 3 clusters Score -421782.2 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -422613.000000 Penalty: 2462.296875
	Iteration 1F: 3 clusters Score -422613 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -422816.437500 Penalty: 2462.296875
	Iteration 2F: 3 clusters Score -422816.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -422931.031250 Penalty: 2462.296875
	Iteration 3F: 3 clusters Score -422931 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423015.281250 Penalty: 2462.296875
	Iteration 4Q: 3 clusters Score -423015.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -423067.843750 Penalty: 2462.296875
	Iteration 5Q: 3 clusters Score -423067.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423098.531250 Penalty: 2462.296875
	Iteration 6Q: 3 clusters Score -423098.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423131.687500 Penalty: 2462.296875
	Iteration 7Q: 3 clusters Score -423131.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -423166.937500 Penalty: 2462.296875
	Iteration 8Q: 3 clusters Score -423166.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -423194.312500 Penalty: 2462.296875
	Iteration 9Q: 3 clusters Score -423194.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -423211.093750 Penalty: 2462.296875
	Iteration 10Q: 3 clusters Score -423211.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -423223.000000 Penalty: 2462.296875
	Iteration 11Q: 3 clusters Score -423223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -423237.375000 Penalty: 2462.296875
	Iteration 12Q: 3 clusters Score -423237.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -423250.968750 Penalty: 2462.296875
	Iteration 13Q: 3 clusters Score -423251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -423266.656250 Penalty: 2462.296875
	Iteration 14Q: 3 clusters Score -423266.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -423277.500000 Penalty: 2462.296875
	Iteration 15Q: 3 clusters Score -423277.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -423285.562500 Penalty: 2462.296875
	Iteration 16Q: 3 clusters Score -423285.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -423294.750000 Penalty: 2462.296875
	Iteration 17Q: 3 clusters Score -423294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -423300.187500 Penalty: 2462.296875
	Iteration 18Q: 3 clusters Score -423300.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -423307.468750 Penalty: 2462.296875
	Iteration 19Q: 3 clusters Score -423307.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -423313.343750 Penalty: 2462.296875
	Iteration 20F: 3 clusters Score -423313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -423323.843750 Penalty: 2462.296875
	Iteration 21Q: 3 clusters Score -423323.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -423334.781250 Penalty: 2462.296875
	Iteration 22Q: 3 clusters Score -423334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -423342.406250 Penalty: 2462.296875
	Iteration 23Q: 3 clusters Score -423342.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -423353.218750 Penalty: 2462.296875
	Iteration 24Q: 3 clusters Score -423353.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -423362.562500 Penalty: 2462.296875
	Iteration 25Q: 3 clusters Score -423362.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -423369.031250 Penalty: 2462.296875
	Iteration 26Q: 3 clusters Score -423369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -423375.093750 Penalty: 2462.296875
	Iteration 27Q: 3 clusters Score -423375.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -423382.718750 Penalty: 2462.296875
	Iteration 28Q: 3 clusters Score -423382.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -423389.531250 Penalty: 2462.296875
	Iteration 29Q: 3 clusters Score -423389.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -423399.156250 Penalty: 2462.296875
	Iteration 30Q: 3 clusters Score -423399.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -423411.406250 Penalty: 2462.296875
	Iteration 31Q: 3 clusters Score -423411.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -423421.187500 Penalty: 2462.296875
	Iteration 32Q: 3 clusters Score -423421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -423426.656250 Penalty: 2462.296875
	Iteration 33Q: 3 clusters Score -423426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -423432.937500 Penalty: 2462.296875
	Iteration 34Q: 3 clusters Score -423432.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -423441.906250 Penalty: 2462.296875
	Iteration 35Q: 3 clusters Score -423441.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -423450.250000 Penalty: 2462.296875
	Iteration 36Q: 3 clusters Score -423450.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -423461.593750 Penalty: 2462.296875
	Iteration 37Q: 3 clusters Score -423461.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -423476.843750 Penalty: 2462.296875
	Iteration 38Q: 3 clusters Score -423476.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -423488.750000 Penalty: 2462.296875
	Iteration 39Q: 3 clusters Score -423488.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -423501.406250 Penalty: 2462.296875
	Iteration 40F: 3 clusters Score -423501.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -423514.406250 Penalty: 2462.296875
	Iteration 41Q: 3 clusters Score -423514.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -423526.812500 Penalty: 2462.296875
	Iteration 42Q: 3 clusters Score -423526.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -423538.093750 Penalty: 2462.296875
	Iteration 43Q: 3 clusters Score -423538.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -423548.031250 Penalty: 2462.296875
	Iteration 44Q: 3 clusters Score -423548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -423552.937500 Penalty: 2462.296875
	Iteration 45Q: 3 clusters Score -423552.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -423564.718750 Penalty: 2462.296875
	Iteration 46Q: 3 clusters Score -423564.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -423577.125000 Penalty: 2462.296875
	Iteration 47Q: 3 clusters Score -423577.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -423591.281250 Penalty: 2462.296875
	Iteration 48Q: 3 clusters Score -423591.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -423610.156250 Penalty: 2462.296875
	Iteration 49Q: 3 clusters Score -423610.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -423627.593750 Penalty: 2462.296875
	Iteration 50Q: 3 clusters Score -423627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -423636.406250 Penalty: 2462.296875
	Iteration 51Q: 3 clusters Score -423636.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -423644.250000 Penalty: 2462.296875
	Iteration 52Q: 3 clusters Score -423644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -423651.187500 Penalty: 2462.296875
	Iteration 53Q: 3 clusters Score -423651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -423659.718750 Penalty: 2462.296875
	Iteration 54Q: 3 clusters Score -423659.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -423670.500000 Penalty: 2462.296875
	Iteration 55Q: 3 clusters Score -423670.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -423680.250000 Penalty: 2462.296875
	Iteration 56Q: 3 clusters Score -423680.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -423690.156250 Penalty: 2462.296875
	Iteration 57Q: 3 clusters Score -423690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -423696.125000 Penalty: 2462.296875
	Iteration 58Q: 3 clusters Score -423696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -423699.000000 Penalty: 2462.296875
	Iteration 59Q: 3 clusters Score -423699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -423703.250000 Penalty: 2462.296875
	Iteration 60F: 3 clusters Score -423703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -423707.156250 Penalty: 2462.296875
	Iteration 61Q: 3 clusters Score -423707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -423709.937500 Penalty: 2462.296875
	Iteration 62Q: 3 clusters Score -423709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -423714.468750 Penalty: 2462.296875
	Iteration 63Q: 3 clusters Score -423714.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -423718.750000 Penalty: 2462.296875
	Iteration 64Q: 3 clusters Score -423718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -423722.031250 Penalty: 2462.296875
	Iteration 65Q: 3 clusters Score -423722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -423724.093750 Penalty: 2462.296875
	Iteration 66Q: 3 clusters Score -423724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -423724.906250 Penalty: 2462.296875
	Iteration 67Q: 3 clusters Score -423724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -423726.125000 Penalty: 2462.296875
	Iteration 68Q: 3 clusters Score -423726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -423727.000000 Penalty: 2462.296875
	Iteration 69Q: 3 clusters Score -423727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -423728.125000 Penalty: 2462.296875
	Iteration 70Q: 3 clusters Score -423728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -423730.593750 Penalty: 2462.296875
	Iteration 71Q: 3 clusters Score -423730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -423733.218750 Penalty: 2462.296875
	Iteration 72Q: 3 clusters Score -423733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -423737.718750 Penalty: 2462.296875
	Iteration 73Q: 3 clusters Score -423737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -423742.218750 Penalty: 2462.296875
	Iteration 74Q: 3 clusters Score -423742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -423746.281250 Penalty: 2462.296875
	Iteration 75Q: 3 clusters Score -423746.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -423753.593750 Penalty: 2462.296875
	Iteration 76Q: 3 clusters Score -423753.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -423764.250000 Penalty: 2462.296875
	Iteration 77Q: 3 clusters Score -423764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -423770.750000 Penalty: 2462.296875
	Iteration 78Q: 3 clusters Score -423770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -423777.125000 Penalty: 2462.296875
	Iteration 79Q: 3 clusters Score -423777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -423787.281250 Penalty: 2462.296875
	Iteration 80F: 3 clusters Score -423787.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -423800.968750 Penalty: 2462.296875
	Iteration 81Q: 3 clusters Score -423801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -423815.187500 Penalty: 2462.296875
	Iteration 82Q: 3 clusters Score -423815.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -423829.187500 Penalty: 2462.296875
	Iteration 83Q: 3 clusters Score -423829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -423850.000000 Penalty: 2462.296875
	Iteration 84Q: 3 clusters Score -423850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -423866.781250 Penalty: 2462.296875
	Iteration 85Q: 3 clusters Score -423866.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -423877.343750 Penalty: 2462.296875
	Iteration 86Q: 3 clusters Score -423877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -423886.343750 Penalty: 2462.296875
	Iteration 87Q: 3 clusters Score -423886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -423896.312500 Penalty: 2462.296875
	Iteration 88Q: 3 clusters Score -423896.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -423903.437500 Penalty: 2462.296875
	Iteration 89Q: 3 clusters Score -423903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -423908.468750 Penalty: 2462.296875
	Iteration 90Q: 3 clusters Score -423908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -423914.312500 Penalty: 2462.296875
	Iteration 91Q: 3 clusters Score -423914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -423917.000000 Penalty: 2462.296875
	Iteration 92Q: 3 clusters Score -423917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -423919.781250 Penalty: 2462.296875
	Iteration 93Q: 3 clusters Score -423919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -423923.750000 Penalty: 2462.296875
	Iteration 94Q: 3 clusters Score -423923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -423928.843750 Penalty: 2462.296875
	Iteration 95Q: 3 clusters Score -423928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -423932.281250 Penalty: 2462.296875
	Iteration 96Q: 3 clusters Score -423932.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -423936.437500 Penalty: 2462.296875
	Iteration 97Q: 3 clusters Score -423936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -423939.218750 Penalty: 2462.296875
	Iteration 98Q: 3 clusters Score -423939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -423942.250000 Penalty: 2462.296875
	Iteration 99Q: 3 clusters Score -423942.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -423947.656250 Penalty: 2462.296875
	Iteration 100F: 3 clusters Score -423947.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -423950.031250 Penalty: 2462.296875
	Iteration 101Q: 3 clusters Score -423950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -423954.500000 Penalty: 2462.296875
	Iteration 102Q: 3 clusters Score -423954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -423955.000000 Penalty: 2462.296875
	Iteration 103Q: 3 clusters Score -423955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -423954.968750 Penalty: 2462.296875
	Iteration 104Q: 3 clusters Score -423955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -423956.093750 Penalty: 2462.296875
	Iteration 105Q: 3 clusters Score -423956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -423956.093750 Penalty: 2462.296875
	Iteration 106F: 3 clusters Score -423956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -985636.375000 Penalty: 1345.367554
	Iteration 0F: 2 clusters Score -985636.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -979823.750000 Penalty: 2690.735107
	Iteration 0F: 3 clusters Score -979823.8 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -981571.187500 Penalty: 2690.735107
	Iteration 1F: 3 clusters Score -981571.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -981794.687500 Penalty: 2690.735107
	Iteration 2F: 3 clusters Score -981794.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -981951.750000 Penalty: 2690.735107
	Iteration 3Q: 3 clusters Score -981951.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -982076.437500 Penalty: 2690.735107
	Iteration 4Q: 3 clusters Score -982076.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -982194.062500 Penalty: 2690.735107
	Iteration 5Q: 3 clusters Score -982194.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -982302.812500 Penalty: 2690.735107
	Iteration 6Q: 3 clusters Score -982302.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -982371.437500 Penalty: 2690.735107
	Iteration 7Q: 3 clusters Score -982371.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -982428.937500 Penalty: 2690.735107
	Iteration 8Q: 3 clusters Score -982428.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -982477.750000 Penalty: 2690.735107
	Iteration 9Q: 3 clusters Score -982477.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -982522.375000 Penalty: 2690.735107
	Iteration 10Q: 3 clusters Score -982522.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -982568.250000 Penalty: 2690.735107
	Iteration 11Q: 3 clusters Score -982568.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -982611.875000 Penalty: 2690.735107
	Iteration 12Q: 3 clusters Score -982611.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -982670.750000 Penalty: 2690.735107
	Iteration 13Q: 3 clusters Score -982670.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -982742.062500 Penalty: 2690.735107
	Iteration 14Q: 3 clusters Score -982742.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -982821.375000 Penalty: 2690.735107
	Iteration 15Q: 3 clusters Score -982821.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -982901.375000 Penalty: 2690.735107
	Iteration 16Q: 3 clusters Score -982901.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -983001.500000 Penalty: 2690.735107
	Iteration 17Q: 3 clusters Score -983001.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -983150.875000 Penalty: 2690.735107
	Iteration 18Q: 3 clusters Score -983150.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -983316.937500 Penalty: 2690.735107
	Iteration 19Q: 3 clusters Score -983316.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -983489.437500 Penalty: 2690.735107
	Iteration 20F: 3 clusters Score -983489.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -983660.000000 Penalty: 2690.735107
	Iteration 21Q: 3 clusters Score -983660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -983830.937500 Penalty: 2690.735107
	Iteration 22Q: 3 clusters Score -983830.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -983985.250000 Penalty: 2690.735107
	Iteration 23Q: 3 clusters Score -983985.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -984107.125000 Penalty: 2690.735107
	Iteration 24Q: 3 clusters Score -984107.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -984197.437500 Penalty: 2690.735107
	Iteration 25Q: 3 clusters Score -984197.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -984272.375000 Penalty: 2690.735107
	Iteration 26Q: 3 clusters Score -984272.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -984346.125000 Penalty: 2690.735107
	Iteration 27Q: 3 clusters Score -984346.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -984404.625000 Penalty: 2690.735107
	Iteration 28Q: 3 clusters Score -984404.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -984446.562500 Penalty: 2690.735107
	Iteration 29Q: 3 clusters Score -984446.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -984486.750000 Penalty: 2690.735107
	Iteration 30Q: 3 clusters Score -984486.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -984523.875000 Penalty: 2690.735107
	Iteration 31Q: 3 clusters Score -984523.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -984539.687500 Penalty: 2690.735107
	Iteration 32Q: 3 clusters Score -984539.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -984551.625000 Penalty: 2690.735107
	Iteration 33Q: 3 clusters Score -984551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -984558.812500 Penalty: 2690.735107
	Iteration 34Q: 3 clusters Score -984558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -984566.000000 Penalty: 2690.735107
	Iteration 35Q: 3 clusters Score -984566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -984567.937500 Penalty: 2690.735107
	Iteration 36Q: 3 clusters Score -984567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -984567.937500 Penalty: 2690.735107
	Iteration 37F: 3 clusters Score -984567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -607746.125000 Penalty: 1294.983032
	Iteration 0F: 2 clusters Score -607746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -603459.125000 Penalty: 2589.966064
	Iteration 0F: 3 clusters Score -603459.1 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -604801.062500 Penalty: 2589.966064
	Iteration 1F: 3 clusters Score -604801.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -605041.500000 Penalty: 2589.966064
	Iteration 2F: 3 clusters Score -605041.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -605227.687500 Penalty: 2589.966064
	Iteration 3F: 3 clusters Score -605227.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -605388.062500 Penalty: 2589.966064
	Iteration 4Q: 3 clusters Score -605388.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -605534.625000 Penalty: 2589.966064
	Iteration 5Q: 3 clusters Score -605534.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -605661.312500 Penalty: 2589.966064
	Iteration 6Q: 3 clusters Score -605661.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -605784.000000 Penalty: 2589.966064
	Iteration 7Q: 3 clusters Score -605784 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -605906.062500 Penalty: 2589.966064
	Iteration 8Q: 3 clusters Score -605906.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -606047.062500 Penalty: 2589.966064
	Iteration 9Q: 3 clusters Score -606047.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -606211.812500 Penalty: 2589.966064
	Iteration 10Q: 3 clusters Score -606211.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -606394.375000 Penalty: 2589.966064
	Iteration 11Q: 3 clusters Score -606394.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -606586.562500 Penalty: 2589.966064
	Iteration 12Q: 3 clusters Score -606586.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -606724.562500 Penalty: 2589.966064
	Iteration 13Q: 3 clusters Score -606724.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -606846.500000 Penalty: 2589.966064
	Iteration 14Q: 3 clusters Score -606846.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -606951.812500 Penalty: 2589.966064
	Iteration 15Q: 3 clusters Score -606951.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -607015.187500 Penalty: 2589.966064
	Iteration 16Q: 3 clusters Score -607015.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -607060.937500 Penalty: 2589.966064
	Iteration 17Q: 3 clusters Score -607060.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -607089.500000 Penalty: 2589.966064
	Iteration 18Q: 3 clusters Score -607089.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -607103.687500 Penalty: 2589.966064
	Iteration 19Q: 3 clusters Score -607103.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -607123.687500 Penalty: 2589.966064
	Iteration 20F: 3 clusters Score -607123.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -607138.937500 Penalty: 2589.966064
	Iteration 21Q: 3 clusters Score -607138.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -607149.687500 Penalty: 2589.966064
	Iteration 22Q: 3 clusters Score -607149.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -607156.562500 Penalty: 2589.966064
	Iteration 23Q: 3 clusters Score -607156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -607163.000000 Penalty: 2589.966064
	Iteration 24Q: 3 clusters Score -607163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -607166.812500 Penalty: 2589.966064
	Iteration 25Q: 3 clusters Score -607166.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -607172.187500 Penalty: 2589.966064
	Iteration 26Q: 3 clusters Score -607172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -607174.625000 Penalty: 2589.966064
	Iteration 27Q: 3 clusters Score -607174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -607175.437500 Penalty: 2589.966064
	Iteration 28Q: 3 clusters Score -607175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -607177.312500 Penalty: 2589.966064
	Iteration 29Q: 3 clusters Score -607177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -607179.625000 Penalty: 2589.966064
	Iteration 30Q: 3 clusters Score -607179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -607180.875000 Penalty: 2589.966064
	Iteration 31Q: 3 clusters Score -607180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -607183.187500 Penalty: 2589.966064
	Iteration 32Q: 3 clusters Score -607183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -607183.437500 Penalty: 2589.966064
	Iteration 33Q: 3 clusters Score -607183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -607184.687500 Penalty: 2589.966064
	Iteration 34Q: 3 clusters Score -607184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -607186.562500 Penalty: 2589.966064
	Iteration 35Q: 3 clusters Score -607186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -607187.187500 Penalty: 2589.966064
	Iteration 36Q: 3 clusters Score -607187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -607187.812500 Penalty: 2589.966064
	Iteration 37Q: 3 clusters Score -607187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -607189.250000 Penalty: 2589.966064
	Iteration 38Q: 3 clusters Score -607189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -607189.687500 Penalty: 2589.966064
	Iteration 39Q: 3 clusters Score -607189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -607189.687500 Penalty: 2589.966064
	Iteration 40F: 3 clusters Score -607189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -322139.625000 Penalty: 1185.376465
	Iteration 0F: 2 clusters Score -322139.6 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 1423 members 
Entering Unmasked Estep 
Score: -319725.937500 Penalty: 2370.752930
	Iteration 0F: 3 clusters Score -319725.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -320378.625000 Penalty: 2370.752930
	Iteration 1F: 3 clusters Score -320378.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -320525.312500 Penalty: 2370.752930
	Iteration 2F: 3 clusters Score -320525.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -320614.156250 Penalty: 2370.752930
	Iteration 3Q: 3 clusters Score -320614.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -320681.843750 Penalty: 2370.752930
	Iteration 4Q: 3 clusters Score -320681.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -320719.125000 Penalty: 2370.752930
	Iteration 5Q: 3 clusters Score -320719.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -320735.343750 Penalty: 2370.752930
	Iteration 6Q: 3 clusters Score -320735.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -320748.812500 Penalty: 2370.752930
	Iteration 7Q: 3 clusters Score -320748.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320758.843750 Penalty: 2370.752930
	Iteration 8Q: 3 clusters Score -320758.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320766.468750 Penalty: 2370.752930
	Iteration 9Q: 3 clusters Score -320766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -320774.562500 Penalty: 2370.752930
	Iteration 10Q: 3 clusters Score -320774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -320780.062500 Penalty: 2370.752930
	Iteration 11Q: 3 clusters Score -320780.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -320787.750000 Penalty: 2370.752930
	Iteration 12Q: 3 clusters Score -320787.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -320796.812500 Penalty: 2370.752930
	Iteration 13Q: 3 clusters Score -320796.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -320804.312500 Penalty: 2370.752930
	Iteration 14Q: 3 clusters Score -320804.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -320810.906250 Penalty: 2370.752930
	Iteration 15Q: 3 clusters Score -320810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -320815.718750 Penalty: 2370.752930
	Iteration 16Q: 3 clusters Score -320815.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -320820.968750 Penalty: 2370.752930
	Iteration 17Q: 3 clusters Score -320821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -320824.156250 Penalty: 2370.752930
	Iteration 18Q: 3 clusters Score -320824.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -320828.593750 Penalty: 2370.752930
	Iteration 19Q: 3 clusters Score -320828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -320831.656250 Penalty: 2370.752930
	Iteration 20F: 3 clusters Score -320831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -320836.062500 Penalty: 2370.752930
	Iteration 21Q: 3 clusters Score -320836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -320839.437500 Penalty: 2370.752930
	Iteration 22Q: 3 clusters Score -320839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -320839.656250 Penalty: 2370.752930
	Iteration 23Q: 3 clusters Score -320839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -320839.156250 Penalty: 2370.752930
	Iteration 24Q: 3 clusters Score -320839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -320841.156250 Penalty: 2370.752930
	Iteration 25Q: 3 clusters Score -320841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -320842.281250 Penalty: 2370.752930
	Iteration 26Q: 3 clusters Score -320842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -320842.031250 Penalty: 2370.752930
	Iteration 27Q: 3 clusters Score -320842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -320842.468750 Penalty: 2370.752930
	Iteration 28Q: 3 clusters Score -320842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -320843.500000 Penalty: 2370.752930
	Iteration 29Q: 3 clusters Score -320843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -320846.531250 Penalty: 2370.752930
	Iteration 30Q: 3 clusters Score -320846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -320849.937500 Penalty: 2370.752930
	Iteration 31Q: 3 clusters Score -320849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -320852.000000 Penalty: 2370.752930
	Iteration 32Q: 3 clusters Score -320852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -320852.812500 Penalty: 2370.752930
	Iteration 33Q: 3 clusters Score -320852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -320853.062500 Penalty: 2370.752930
	Iteration 34Q: 3 clusters Score -320853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -320853.062500 Penalty: 2370.752930
	Iteration 35F: 3 clusters Score -320853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Entering Unmasked Estep 
Score: -2036848.500000 Penalty: 1456.382324
	Iteration 0F: 2 clusters Score -2036848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2025061.750000 Penalty: 2912.764648
	Iteration 0F: 3 clusters Score -2025062 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2029253.875000 Penalty: 2912.764648
	Iteration 1F: 3 clusters Score -2029254 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2029696.375000 Penalty: 2912.764648
	Iteration 2F: 3 clusters Score -2029696 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2030062.875000 Penalty: 2912.764648
	Iteration 3Q: 3 clusters Score -2030063 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2030388.000000 Penalty: 2912.764648
	Iteration 4Q: 3 clusters Score -2030388 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2030683.875000 Penalty: 2912.764648
	Iteration 5Q: 3 clusters Score -2030684 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2030983.875000 Penalty: 2912.764648
	Iteration 6Q: 3 clusters Score -2030984 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2031292.250000 Penalty: 2912.764648
	Iteration 7Q: 3 clusters Score -2031292 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2031639.500000 Penalty: 2912.764648
	Iteration 8Q: 3 clusters Score -2031640 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2031986.500000 Penalty: 2912.764648
	Iteration 9Q: 3 clusters Score -2031986 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2032327.125000 Penalty: 2912.764648
	Iteration 10Q: 3 clusters Score -2032327 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2032620.875000 Penalty: 2912.764648
	Iteration 11Q: 3 clusters Score -2032621 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2032868.500000 Penalty: 2912.764648
	Iteration 12Q: 3 clusters Score -2032868 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2033081.250000 Penalty: 2912.764648
	Iteration 13Q: 3 clusters Score -2033081 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2033224.750000 Penalty: 2912.764648
	Iteration 14Q: 3 clusters Score -2033225 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2033314.750000 Penalty: 2912.764648
	Iteration 15Q: 3 clusters Score -2033315 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2033399.625000 Penalty: 2912.764648
	Iteration 16Q: 3 clusters Score -2033400 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2033470.625000 Penalty: 2912.764648
	Iteration 17Q: 3 clusters Score -2033471 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2033534.125000 Penalty: 2912.764648
	Iteration 18Q: 3 clusters Score -2033534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2033580.125000 Penalty: 2912.764648
	Iteration 19Q: 3 clusters Score -2033580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2033629.375000 Penalty: 2912.764648
	Iteration 20F: 3 clusters Score -2033629 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2033687.500000 Penalty: 2912.764648
	Iteration 21Q: 3 clusters Score -2033688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2033722.625000 Penalty: 2912.764648
	Iteration 22Q: 3 clusters Score -2033723 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2033765.500000 Penalty: 2912.764648
	Iteration 23Q: 3 clusters Score -2033766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2033799.375000 Penalty: 2912.764648
	Iteration 24Q: 3 clusters Score -2033799 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2033844.875000 Penalty: 2912.764648
	Iteration 25Q: 3 clusters Score -2033845 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2033910.625000 Penalty: 2912.764648
	Iteration 26Q: 3 clusters Score -2033911 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2033979.250000 Penalty: 2912.764648
	Iteration 27Q: 3 clusters Score -2033979 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2034056.875000 Penalty: 2912.764648
	Iteration 28Q: 3 clusters Score -2034057 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2034129.625000 Penalty: 2912.764648
	Iteration 29Q: 3 clusters Score -2034130 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2034202.375000 Penalty: 2912.764648
	Iteration 30Q: 3 clusters Score -2034202 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2034262.125000 Penalty: 2912.764648
	Iteration 31Q: 3 clusters Score -2034262 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2034332.625000 Penalty: 2912.764648
	Iteration 32Q: 3 clusters Score -2034333 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2034405.125000 Penalty: 2912.764648
	Iteration 33Q: 3 clusters Score -2034405 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2034479.625000 Penalty: 2912.764648
	Iteration 34Q: 3 clusters Score -2034480 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2034557.625000 Penalty: 2912.764648
	Iteration 35Q: 3 clusters Score -2034558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2034635.500000 Penalty: 2912.764648
	Iteration 36Q: 3 clusters Score -2034636 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2034726.250000 Penalty: 2912.764648
	Iteration 37Q: 3 clusters Score -2034726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2034796.500000 Penalty: 2912.764648
	Iteration 38Q: 3 clusters Score -2034796 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2034874.375000 Penalty: 2912.764648
	Iteration 39Q: 3 clusters Score -2034874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2034955.250000 Penalty: 2912.764648
	Iteration 40F: 3 clusters Score -2034955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2035024.250000 Penalty: 2912.764648
	Iteration 41Q: 3 clusters Score -2035024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2035089.500000 Penalty: 2912.764648
	Iteration 42Q: 3 clusters Score -2035090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2035172.000000 Penalty: 2912.764648
	Iteration 43Q: 3 clusters Score -2035172 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2035248.125000 Penalty: 2912.764648
	Iteration 44Q: 3 clusters Score -2035248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2035318.375000 Penalty: 2912.764648
	Iteration 45Q: 3 clusters Score -2035318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2035366.625000 Penalty: 2912.764648
	Iteration 46Q: 3 clusters Score -2035367 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2035401.750000 Penalty: 2912.764648
	Iteration 47Q: 3 clusters Score -2035402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2035432.500000 Penalty: 2912.764648
	Iteration 48Q: 3 clusters Score -2035432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2035466.875000 Penalty: 2912.764648
	Iteration 49Q: 3 clusters Score -2035467 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2035497.500000 Penalty: 2912.764648
	Iteration 50Q: 3 clusters Score -2035498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2035517.750000 Penalty: 2912.764648
	Iteration 51Q: 3 clusters Score -2035518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2035535.375000 Penalty: 2912.764648
	Iteration 52Q: 3 clusters Score -2035535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2035559.000000 Penalty: 2912.764648
	Iteration 53Q: 3 clusters Score -2035559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2035589.125000 Penalty: 2912.764648
	Iteration 54Q: 3 clusters Score -2035589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2035613.000000 Penalty: 2912.764648
	Iteration 55Q: 3 clusters Score -2035613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2035636.250000 Penalty: 2912.764648
	Iteration 56Q: 3 clusters Score -2035636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2035649.375000 Penalty: 2912.764648
	Iteration 57Q: 3 clusters Score -2035649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2035657.625000 Penalty: 2912.764648
	Iteration 58Q: 3 clusters Score -2035658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2035660.250000 Penalty: 2912.764648
	Iteration 59Q: 3 clusters Score -2035660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2035663.375000 Penalty: 2912.764648
	Iteration 60F: 3 clusters Score -2035663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2035672.750000 Penalty: 2912.764648
	Iteration 61Q: 3 clusters Score -2035673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2035674.625000 Penalty: 2912.764648
	Iteration 62Q: 3 clusters Score -2035675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2035677.875000 Penalty: 2912.764648
	Iteration 63Q: 3 clusters Score -2035678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2035681.375000 Penalty: 2912.764648
	Iteration 64Q: 3 clusters Score -2035681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2035681.375000 Penalty: 2912.764648
	Iteration 65Q: 3 clusters Score -2035681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2035685.875000 Penalty: 2912.764648
	Iteration 66Q: 3 clusters Score -2035686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2035689.000000 Penalty: 2912.764648
	Iteration 67Q: 3 clusters Score -2035689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2035689.875000 Penalty: 2912.764648
	Iteration 68Q: 3 clusters Score -2035690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2035694.625000 Penalty: 2912.764648
	Iteration 69Q: 3 clusters Score -2035695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2035697.750000 Penalty: 2912.764648
	Iteration 70Q: 3 clusters Score -2035698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2035697.375000 Penalty: 2912.764648
	Iteration 71Q: 3 clusters Score -2035697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2035697.375000 Penalty: 2912.764648
	Iteration 72F: 3 clusters Score -2035697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -394554.218750 Penalty: 1218.600830
	Iteration 0F: 2 clusters Score -394554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -391720.718750 Penalty: 2437.201660
	Iteration 0F: 3 clusters Score -391720.7 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -392544.656250 Penalty: 2437.201660
	Iteration 1F: 3 clusters Score -392544.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -392726.000000 Penalty: 2437.201660
	Iteration 2F: 3 clusters Score -392726 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -392819.125000 Penalty: 2437.201660
	Iteration 3Q: 3 clusters Score -392819.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -392881.593750 Penalty: 2437.201660
	Iteration 4Q: 3 clusters Score -392881.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -392934.562500 Penalty: 2437.201660
	Iteration 5Q: 3 clusters Score -392934.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -392974.531250 Penalty: 2437.201660
	Iteration 6Q: 3 clusters Score -392974.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -392999.500000 Penalty: 2437.201660
	Iteration 7Q: 3 clusters Score -392999.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -393033.312500 Penalty: 2437.201660
	Iteration 8Q: 3 clusters Score -393033.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -393062.312500 Penalty: 2437.201660
	Iteration 9Q: 3 clusters Score -393062.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -393091.187500 Penalty: 2437.201660
	Iteration 10Q: 3 clusters Score -393091.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -393113.906250 Penalty: 2437.201660
	Iteration 11Q: 3 clusters Score -393113.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -393132.156250 Penalty: 2437.201660
	Iteration 12Q: 3 clusters Score -393132.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -393146.343750 Penalty: 2437.201660
	Iteration 13Q: 3 clusters Score -393146.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -393158.437500 Penalty: 2437.201660
	Iteration 14Q: 3 clusters Score -393158.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -393166.343750 Penalty: 2437.201660
	Iteration 15Q: 3 clusters Score -393166.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -393169.875000 Penalty: 2437.201660
	Iteration 16Q: 3 clusters Score -393169.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -393173.000000 Penalty: 2437.201660
	Iteration 17Q: 3 clusters Score -393173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -393176.375000 Penalty: 2437.201660
	Iteration 18Q: 3 clusters Score -393176.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -393181.218750 Penalty: 2437.201660
	Iteration 19Q: 3 clusters Score -393181.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -393187.812500 Penalty: 2437.201660
	Iteration 20F: 3 clusters Score -393187.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -393195.187500 Penalty: 2437.201660
	Iteration 21Q: 3 clusters Score -393195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -393199.281250 Penalty: 2437.201660
	Iteration 22Q: 3 clusters Score -393199.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -393203.812500 Penalty: 2437.201660
	Iteration 23Q: 3 clusters Score -393203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -393207.843750 Penalty: 2437.201660
	Iteration 24Q: 3 clusters Score -393207.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -393211.625000 Penalty: 2437.201660
	Iteration 25Q: 3 clusters Score -393211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -393214.375000 Penalty: 2437.201660
	Iteration 26Q: 3 clusters Score -393214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -393217.687500 Penalty: 2437.201660
	Iteration 27Q: 3 clusters Score -393217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -393220.375000 Penalty: 2437.201660
	Iteration 28Q: 3 clusters Score -393220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -393223.312500 Penalty: 2437.201660
	Iteration 29Q: 3 clusters Score -393223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -393227.281250 Penalty: 2437.201660
	Iteration 30Q: 3 clusters Score -393227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -393229.281250 Penalty: 2437.201660
	Iteration 31Q: 3 clusters Score -393229.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -393230.718750 Penalty: 2437.201660
	Iteration 32Q: 3 clusters Score -393230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -393231.625000 Penalty: 2437.201660
	Iteration 33Q: 3 clusters Score -393231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -393232.906250 Penalty: 2437.201660
	Iteration 34Q: 3 clusters Score -393232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -393234.218750 Penalty: 2437.201660
	Iteration 35Q: 3 clusters Score -393234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -393235.093750 Penalty: 2437.201660
	Iteration 36Q: 3 clusters Score -393235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -393235.781250 Penalty: 2437.201660
	Iteration 37Q: 3 clusters Score -393235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -393235.593750 Penalty: 2437.201660
	Iteration 38Q: 3 clusters Score -393235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -393235.593750 Penalty: 2437.201660
	Iteration 39F: 3 clusters Score -393235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -341539.187500 Penalty: 1189.852051
	Iteration 0F: 2 clusters Score -341539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -339077.812500 Penalty: 2379.704102
	Iteration 0F: 3 clusters Score -339077.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -339721.781250 Penalty: 2379.704102
	Iteration 1F: 3 clusters Score -339721.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -339886.406250 Penalty: 2379.704102
	Iteration 2F: 3 clusters Score -339886.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -339998.156250 Penalty: 2379.704102
	Iteration 3Q: 3 clusters Score -339998.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -340084.937500 Penalty: 2379.704102
	Iteration 4Q: 3 clusters Score -340084.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -340146.218750 Penalty: 2379.704102
	Iteration 5Q: 3 clusters Score -340146.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -340194.093750 Penalty: 2379.704102
	Iteration 6Q: 3 clusters Score -340194.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -340252.062500 Penalty: 2379.704102
	Iteration 7Q: 3 clusters Score -340252.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -340298.375000 Penalty: 2379.704102
	Iteration 8Q: 3 clusters Score -340298.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -340339.312500 Penalty: 2379.704102
	Iteration 9Q: 3 clusters Score -340339.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -340377.343750 Penalty: 2379.704102
	Iteration 10Q: 3 clusters Score -340377.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -340403.781250 Penalty: 2379.704102
	Iteration 11Q: 3 clusters Score -340403.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -340435.062500 Penalty: 2379.704102
	Iteration 12Q: 3 clusters Score -340435.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -340466.812500 Penalty: 2379.704102
	Iteration 13Q: 3 clusters Score -340466.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -340497.968750 Penalty: 2379.704102
	Iteration 14Q: 3 clusters Score -340498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -340519.281250 Penalty: 2379.704102
	Iteration 15Q: 3 clusters Score -340519.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -340530.031250 Penalty: 2379.704102
	Iteration 16Q: 3 clusters Score -340530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -340538.906250 Penalty: 2379.704102
	Iteration 17Q: 3 clusters Score -340538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -340543.375000 Penalty: 2379.704102
	Iteration 18Q: 3 clusters Score -340543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -340548.125000 Penalty: 2379.704102
	Iteration 19Q: 3 clusters Score -340548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -340551.125000 Penalty: 2379.704102
	Iteration 20F: 3 clusters Score -340551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -340554.406250 Penalty: 2379.704102
	Iteration 21Q: 3 clusters Score -340554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -340559.625000 Penalty: 2379.704102
	Iteration 22Q: 3 clusters Score -340559.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -340567.062500 Penalty: 2379.704102
	Iteration 23Q: 3 clusters Score -340567.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -340581.781250 Penalty: 2379.704102
	Iteration 24Q: 3 clusters Score -340581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -340594.281250 Penalty: 2379.704102
	Iteration 25Q: 3 clusters Score -340594.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -340604.843750 Penalty: 2379.704102
	Iteration 26Q: 3 clusters Score -340604.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -340616.562500 Penalty: 2379.704102
	Iteration 27Q: 3 clusters Score -340616.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -340623.937500 Penalty: 2379.704102
	Iteration 28Q: 3 clusters Score -340623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -340630.187500 Penalty: 2379.704102
	Iteration 29Q: 3 clusters Score -340630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -340636.656250 Penalty: 2379.704102
	Iteration 30Q: 3 clusters Score -340636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -340640.843750 Penalty: 2379.704102
	Iteration 31Q: 3 clusters Score -340640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -340643.437500 Penalty: 2379.704102
	Iteration 32Q: 3 clusters Score -340643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -340649.656250 Penalty: 2379.704102
	Iteration 33Q: 3 clusters Score -340649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -340657.531250 Penalty: 2379.704102
	Iteration 34Q: 3 clusters Score -340657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -340658.843750 Penalty: 2379.704102
	Iteration 35Q: 3 clusters Score -340658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -340658.843750 Penalty: 2379.704102
	Iteration 36F: 3 clusters Score -340658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -21094.953125 Penalty: 812.386353
	Iteration 0F: 2 clusters Score -21094.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20427.095703 Penalty: 1624.772705
	Iteration 0F: 3 clusters Score -20427.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20535.900391 Penalty: 1624.772705
	Iteration 1F: 3 clusters Score -20535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20555.289062 Penalty: 1624.772705
	Iteration 2Q: 3 clusters Score -20555.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20557.978516 Penalty: 1624.772705
	Iteration 3Q: 3 clusters Score -20557.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20557.978516 Penalty: 1624.772705
	Iteration 4F: 3 clusters Score -20557.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Entering Unmasked Estep 
Score: -880899.312500 Penalty: 1336.174683
	Iteration 0F: 2 clusters Score -880899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -875437.375000 Penalty: 2672.349365
	Iteration 0F: 3 clusters Score -875437.4 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -877137.125000 Penalty: 2672.349365
	Iteration 1F: 3 clusters Score -877137.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -877406.437500 Penalty: 2672.349365
	Iteration 2F: 3 clusters Score -877406.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -877601.187500 Penalty: 2672.349365
	Iteration 3Q: 3 clusters Score -877601.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -877755.500000 Penalty: 2672.349365
	Iteration 4Q: 3 clusters Score -877755.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -877904.562500 Penalty: 2672.349365
	Iteration 5Q: 3 clusters Score -877904.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -878023.875000 Penalty: 2672.349365
	Iteration 6Q: 3 clusters Score -878023.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -878175.187500 Penalty: 2672.349365
	Iteration 7Q: 3 clusters Score -878175.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -878349.750000 Penalty: 2672.349365
	Iteration 8Q: 3 clusters Score -878349.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -878543.062500 Penalty: 2672.349365
	Iteration 9Q: 3 clusters Score -878543.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -878747.062500 Penalty: 2672.349365
	Iteration 10Q: 3 clusters Score -878747.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -878964.562500 Penalty: 2672.349365
	Iteration 11Q: 3 clusters Score -878964.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -879188.312500 Penalty: 2672.349365
	Iteration 12Q: 3 clusters Score -879188.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -879422.875000 Penalty: 2672.349365
	Iteration 13Q: 3 clusters Score -879422.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -879658.562500 Penalty: 2672.349365
	Iteration 14Q: 3 clusters Score -879658.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -879838.875000 Penalty: 2672.349365
	Iteration 15Q: 3 clusters Score -879838.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -879948.000000 Penalty: 2672.349365
	Iteration 16Q: 3 clusters Score -879948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -880001.125000 Penalty: 2672.349365
	Iteration 17Q: 3 clusters Score -880001.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -880035.062500 Penalty: 2672.349365
	Iteration 18Q: 3 clusters Score -880035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -880053.250000 Penalty: 2672.349365
	Iteration 19Q: 3 clusters Score -880053.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -880068.062500 Penalty: 2672.349365
	Iteration 20F: 3 clusters Score -880068.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -880079.125000 Penalty: 2672.349365
	Iteration 21Q: 3 clusters Score -880079.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -880084.187500 Penalty: 2672.349365
	Iteration 22Q: 3 clusters Score -880084.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -880091.937500 Penalty: 2672.349365
	Iteration 23Q: 3 clusters Score -880091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -880093.250000 Penalty: 2672.349365
	Iteration 24Q: 3 clusters Score -880093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -880095.562500 Penalty: 2672.349365
	Iteration 25Q: 3 clusters Score -880095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -880099.000000 Penalty: 2672.349365
	Iteration 26Q: 3 clusters Score -880099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -880099.187500 Penalty: 2672.349365
	Iteration 27Q: 3 clusters Score -880099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -880099.875000 Penalty: 2672.349365
	Iteration 28Q: 3 clusters Score -880099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -880099.875000 Penalty: 2672.349365
	Iteration 29Q: 3 clusters Score -880099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -880099.875000 Penalty: 2672.349365
	Iteration 30F: 3 clusters Score -880099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -291123.937500 Penalty: 1173.448853
	Iteration 0F: 2 clusters Score -291123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288883.781250 Penalty: 2346.897705
	Iteration 0F: 3 clusters Score -288883.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -289439.531250 Penalty: 2346.897705
	Iteration 1F: 3 clusters Score -289439.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289575.375000 Penalty: 2346.897705
	Iteration 2F: 3 clusters Score -289575.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -289650.656250 Penalty: 2346.897705
	Iteration 3Q: 3 clusters Score -289650.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289701.750000 Penalty: 2346.897705
	Iteration 4Q: 3 clusters Score -289701.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289749.875000 Penalty: 2346.897705
	Iteration 5Q: 3 clusters Score -289749.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -289789.281250 Penalty: 2346.897705
	Iteration 6Q: 3 clusters Score -289789.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -289822.500000 Penalty: 2346.897705
	Iteration 7Q: 3 clusters Score -289822.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -289840.343750 Penalty: 2346.897705
	Iteration 8Q: 3 clusters Score -289840.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -289849.312500 Penalty: 2346.897705
	Iteration 9Q: 3 clusters Score -289849.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -289856.000000 Penalty: 2346.897705
	Iteration 10Q: 3 clusters Score -289856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289864.343750 Penalty: 2346.897705
	Iteration 11Q: 3 clusters Score -289864.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289875.718750 Penalty: 2346.897705
	Iteration 12Q: 3 clusters Score -289875.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -289886.125000 Penalty: 2346.897705
	Iteration 13Q: 3 clusters Score -289886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -289892.093750 Penalty: 2346.897705
	Iteration 14Q: 3 clusters Score -289892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289896.843750 Penalty: 2346.897705
	Iteration 15Q: 3 clusters Score -289896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -289898.062500 Penalty: 2346.897705
	Iteration 16Q: 3 clusters Score -289898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -289898.531250 Penalty: 2346.897705
	Iteration 17Q: 3 clusters Score -289898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -289900.218750 Penalty: 2346.897705
	Iteration 18Q: 3 clusters Score -289900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289901.593750 Penalty: 2346.897705
	Iteration 19Q: 3 clusters Score -289901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -289903.093750 Penalty: 2346.897705
	Iteration 20F: 3 clusters Score -289903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -289903.312500 Penalty: 2346.897705
	Iteration 21Q: 3 clusters Score -289903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -289903.312500 Penalty: 2346.897705
	Iteration 22F: 3 clusters Score -289903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -220066.828125 Penalty: 1136.921875
	Iteration 0F: 2 clusters Score -220066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218107.343750 Penalty: 2273.843750
	Iteration 0F: 3 clusters Score -218107.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -218617.781250 Penalty: 2273.843750
	Iteration 1F: 3 clusters Score -218617.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218744.828125 Penalty: 2273.843750
	Iteration 2F: 3 clusters Score -218744.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -218799.296875 Penalty: 2273.843750
	Iteration 3Q: 3 clusters Score -218799.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218825.515625 Penalty: 2273.843750
	Iteration 4Q: 3 clusters Score -218825.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -218849.250000 Penalty: 2273.843750
	Iteration 5Q: 3 clusters Score -218849.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218877.625000 Penalty: 2273.843750
	Iteration 6Q: 3 clusters Score -218877.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218912.453125 Penalty: 2273.843750
	Iteration 7Q: 3 clusters Score -218912.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218948.125000 Penalty: 2273.843750
	Iteration 8Q: 3 clusters Score -218948.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218983.421875 Penalty: 2273.843750
	Iteration 9Q: 3 clusters Score -218983.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219003.296875 Penalty: 2273.843750
	Iteration 10Q: 3 clusters Score -219003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219016.328125 Penalty: 2273.843750
	Iteration 11Q: 3 clusters Score -219016.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219028.328125 Penalty: 2273.843750
	Iteration 12Q: 3 clusters Score -219028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219042.921875 Penalty: 2273.843750
	Iteration 13Q: 3 clusters Score -219042.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219054.984375 Penalty: 2273.843750
	Iteration 14Q: 3 clusters Score -219055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219064.781250 Penalty: 2273.843750
	Iteration 15Q: 3 clusters Score -219064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219071.609375 Penalty: 2273.843750
	Iteration 16Q: 3 clusters Score -219071.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219076.859375 Penalty: 2273.843750
	Iteration 17Q: 3 clusters Score -219076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219081.875000 Penalty: 2273.843750
	Iteration 18Q: 3 clusters Score -219081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219088.093750 Penalty: 2273.843750
	Iteration 19Q: 3 clusters Score -219088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219098.031250 Penalty: 2273.843750
	Iteration 20F: 3 clusters Score -219098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219105.406250 Penalty: 2273.843750
	Iteration 21Q: 3 clusters Score -219105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219114.671875 Penalty: 2273.843750
	Iteration 22Q: 3 clusters Score -219114.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219129.546875 Penalty: 2273.843750
	Iteration 23Q: 3 clusters Score -219129.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219144.390625 Penalty: 2273.843750
	Iteration 24Q: 3 clusters Score -219144.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219153.453125 Penalty: 2273.843750
	Iteration 25Q: 3 clusters Score -219153.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -219165.515625 Penalty: 2273.843750
	Iteration 26Q: 3 clusters Score -219165.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -219182.390625 Penalty: 2273.843750
	Iteration 27Q: 3 clusters Score -219182.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219195.531250 Penalty: 2273.843750
	Iteration 28Q: 3 clusters Score -219195.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -219208.281250 Penalty: 2273.843750
	Iteration 29Q: 3 clusters Score -219208.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219216.703125 Penalty: 2273.843750
	Iteration 30Q: 3 clusters Score -219216.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -219227.781250 Penalty: 2273.843750
	Iteration 31Q: 3 clusters Score -219227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219240.500000 Penalty: 2273.843750
	Iteration 32Q: 3 clusters Score -219240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219249.125000 Penalty: 2273.843750
	Iteration 33Q: 3 clusters Score -219249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219252.671875 Penalty: 2273.843750
	Iteration 34Q: 3 clusters Score -219252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219253.093750 Penalty: 2273.843750
	Iteration 35Q: 3 clusters Score -219253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219254.937500 Penalty: 2273.843750
	Iteration 36Q: 3 clusters Score -219254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -219257.234375 Penalty: 2273.843750
	Iteration 37Q: 3 clusters Score -219257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219257.187500 Penalty: 2273.843750
	Iteration 38Q: 3 clusters Score -219257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -219257.671875 Penalty: 2273.843750
	Iteration 39Q: 3 clusters Score -219257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219258.421875 Penalty: 2273.843750
	Iteration 40F: 3 clusters Score -219258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -836293.812500 Penalty: 1317.998291
	Iteration 0F: 2 clusters Score -836293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -831431.187500 Penalty: 2635.996582
	Iteration 0F: 3 clusters Score -831431.2 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -832989.000000 Penalty: 2635.996582
	Iteration 1F: 3 clusters Score -832989 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -833231.312500 Penalty: 2635.996582
	Iteration 2F: 3 clusters Score -833231.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -833400.750000 Penalty: 2635.996582
	Iteration 3Q: 3 clusters Score -833400.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -833532.437500 Penalty: 2635.996582
	Iteration 4Q: 3 clusters Score -833532.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -833637.812500 Penalty: 2635.996582
	Iteration 5Q: 3 clusters Score -833637.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -833711.062500 Penalty: 2635.996582
	Iteration 6Q: 3 clusters Score -833711.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -833826.187500 Penalty: 2635.996582
	Iteration 7Q: 3 clusters Score -833826.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -833922.000000 Penalty: 2635.996582
	Iteration 8Q: 3 clusters Score -833922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -834027.000000 Penalty: 2635.996582
	Iteration 9Q: 3 clusters Score -834027 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -834118.750000 Penalty: 2635.996582
	Iteration 10Q: 3 clusters Score -834118.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -834225.750000 Penalty: 2635.996582
	Iteration 11Q: 3 clusters Score -834225.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -834344.187500 Penalty: 2635.996582
	Iteration 12Q: 3 clusters Score -834344.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -834449.812500 Penalty: 2635.996582
	Iteration 13Q: 3 clusters Score -834449.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -834560.937500 Penalty: 2635.996582
	Iteration 14Q: 3 clusters Score -834560.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -834656.062500 Penalty: 2635.996582
	Iteration 15Q: 3 clusters Score -834656.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -834738.250000 Penalty: 2635.996582
	Iteration 16Q: 3 clusters Score -834738.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -834817.312500 Penalty: 2635.996582
	Iteration 17Q: 3 clusters Score -834817.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -834888.812500 Penalty: 2635.996582
	Iteration 18Q: 3 clusters Score -834888.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -834953.437500 Penalty: 2635.996582
	Iteration 19Q: 3 clusters Score -834953.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -834995.250000 Penalty: 2635.996582
	Iteration 20F: 3 clusters Score -834995.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -835034.875000 Penalty: 2635.996582
	Iteration 21Q: 3 clusters Score -835034.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -835066.562500 Penalty: 2635.996582
	Iteration 22Q: 3 clusters Score -835066.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -835091.875000 Penalty: 2635.996582
	Iteration 23Q: 3 clusters Score -835091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -835112.375000 Penalty: 2635.996582
	Iteration 24Q: 3 clusters Score -835112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -835127.375000 Penalty: 2635.996582
	Iteration 25Q: 3 clusters Score -835127.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -835138.625000 Penalty: 2635.996582
	Iteration 26Q: 3 clusters Score -835138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -835142.937500 Penalty: 2635.996582
	Iteration 27Q: 3 clusters Score -835142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -835155.750000 Penalty: 2635.996582
	Iteration 28Q: 3 clusters Score -835155.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -835164.437500 Penalty: 2635.996582
	Iteration 29Q: 3 clusters Score -835164.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -835180.875000 Penalty: 2635.996582
	Iteration 30Q: 3 clusters Score -835180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -835188.125000 Penalty: 2635.996582
	Iteration 31Q: 3 clusters Score -835188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -835192.437500 Penalty: 2635.996582
	Iteration 32Q: 3 clusters Score -835192.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -835198.437500 Penalty: 2635.996582
	Iteration 33Q: 3 clusters Score -835198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -835207.500000 Penalty: 2635.996582
	Iteration 34Q: 3 clusters Score -835207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -835211.937500 Penalty: 2635.996582
	Iteration 35Q: 3 clusters Score -835211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -835215.437500 Penalty: 2635.996582
	Iteration 36Q: 3 clusters Score -835215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -835220.250000 Penalty: 2635.996582
	Iteration 37Q: 3 clusters Score -835220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -835222.500000 Penalty: 2635.996582
	Iteration 38Q: 3 clusters Score -835222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -835227.062500 Penalty: 2635.996582
	Iteration 39Q: 3 clusters Score -835227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -835228.625000 Penalty: 2635.996582
	Iteration 40F: 3 clusters Score -835228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -835231.312500 Penalty: 2635.996582
	Iteration 41Q: 3 clusters Score -835231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -835233.375000 Penalty: 2635.996582
	Iteration 42Q: 3 clusters Score -835233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -835234.437500 Penalty: 2635.996582
	Iteration 43Q: 3 clusters Score -835234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -835238.312500 Penalty: 2635.996582
	Iteration 44Q: 3 clusters Score -835238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -835239.312500 Penalty: 2635.996582
	Iteration 45Q: 3 clusters Score -835239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -835240.562500 Penalty: 2635.996582
	Iteration 46Q: 3 clusters Score -835240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -835240.562500 Penalty: 2635.996582
	Iteration 47F: 3 clusters Score -835240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Entering Unmasked Estep 
Score: -641659.875000 Penalty: 1287.064087
	Iteration 0F: 2 clusters Score -641659.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -637558.750000 Penalty: 2574.128174
	Iteration 0F: 3 clusters Score -637558.8 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -638788.500000 Penalty: 2574.128174
	Iteration 1F: 3 clusters Score -638788.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -639021.125000 Penalty: 2574.128174
	Iteration 2F: 3 clusters Score -639021.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -639219.375000 Penalty: 2574.128174
	Iteration 3F: 3 clusters Score -639219.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -639378.625000 Penalty: 2574.128174
	Iteration 4Q: 3 clusters Score -639378.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -639517.250000 Penalty: 2574.128174
	Iteration 5Q: 3 clusters Score -639517.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -639626.437500 Penalty: 2574.128174
	Iteration 6Q: 3 clusters Score -639626.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -639707.437500 Penalty: 2574.128174
	Iteration 7Q: 3 clusters Score -639707.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -639776.500000 Penalty: 2574.128174
	Iteration 8Q: 3 clusters Score -639776.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -639836.000000 Penalty: 2574.128174
	Iteration 9Q: 3 clusters Score -639836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -639913.875000 Penalty: 2574.128174
	Iteration 10Q: 3 clusters Score -639913.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -640005.437500 Penalty: 2574.128174
	Iteration 11Q: 3 clusters Score -640005.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -640100.625000 Penalty: 2574.128174
	Iteration 12Q: 3 clusters Score -640100.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640203.125000 Penalty: 2574.128174
	Iteration 13Q: 3 clusters Score -640203.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -640314.500000 Penalty: 2574.128174
	Iteration 14Q: 3 clusters Score -640314.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -640434.812500 Penalty: 2574.128174
	Iteration 15Q: 3 clusters Score -640434.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -640533.500000 Penalty: 2574.128174
	Iteration 16Q: 3 clusters Score -640533.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -640604.062500 Penalty: 2574.128174
	Iteration 17Q: 3 clusters Score -640604.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -640648.875000 Penalty: 2574.128174
	Iteration 18Q: 3 clusters Score -640648.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -640692.187500 Penalty: 2574.128174
	Iteration 19Q: 3 clusters Score -640692.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -640749.375000 Penalty: 2574.128174
	Iteration 20F: 3 clusters Score -640749.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -640811.250000 Penalty: 2574.128174
	Iteration 21Q: 3 clusters Score -640811.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -640850.937500 Penalty: 2574.128174
	Iteration 22Q: 3 clusters Score -640850.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -640872.125000 Penalty: 2574.128174
	Iteration 23Q: 3 clusters Score -640872.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -640895.937500 Penalty: 2574.128174
	Iteration 24Q: 3 clusters Score -640895.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -640920.000000 Penalty: 2574.128174
	Iteration 25Q: 3 clusters Score -640920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -640946.500000 Penalty: 2574.128174
	Iteration 26Q: 3 clusters Score -640946.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -640968.437500 Penalty: 2574.128174
	Iteration 27Q: 3 clusters Score -640968.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -640991.312500 Penalty: 2574.128174
	Iteration 28Q: 3 clusters Score -640991.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -641015.250000 Penalty: 2574.128174
	Iteration 29Q: 3 clusters Score -641015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -641031.437500 Penalty: 2574.128174
	Iteration 30Q: 3 clusters Score -641031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -641041.687500 Penalty: 2574.128174
	Iteration 31Q: 3 clusters Score -641041.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -641056.750000 Penalty: 2574.128174
	Iteration 32Q: 3 clusters Score -641056.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -641070.000000 Penalty: 2574.128174
	Iteration 33Q: 3 clusters Score -641070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -641077.750000 Penalty: 2574.128174
	Iteration 34Q: 3 clusters Score -641077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -641080.187500 Penalty: 2574.128174
	Iteration 35Q: 3 clusters Score -641080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -641081.062500 Penalty: 2574.128174
	Iteration 36Q: 3 clusters Score -641081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -641082.500000 Penalty: 2574.128174
	Iteration 37Q: 3 clusters Score -641082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -641082.500000 Penalty: 2574.128174
	Iteration 38F: 3 clusters Score -641082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (17700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Entering Unmasked Estep 
Score: -2105508.250000 Penalty: 1455.460449
	Iteration 0F: 2 clusters Score -2105508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2093907.625000 Penalty: 2910.920898
	Iteration 0F: 3 clusters Score -2093908 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2098019.000000 Penalty: 2910.920898
	Iteration 1F: 3 clusters Score -2098019 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2098461.000000 Penalty: 2910.920898
	Iteration 2F: 3 clusters Score -2098461 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2098891.250000 Penalty: 2910.920898
	Iteration 3F: 3 clusters Score -2098891 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2099351.500000 Penalty: 2910.920898
	Iteration 4Q: 3 clusters Score -2099352 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2099852.250000 Penalty: 2910.920898
	Iteration 5Q: 3 clusters Score -2099852 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2100364.250000 Penalty: 2910.920898
	Iteration 6Q: 3 clusters Score -2100364 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2100934.250000 Penalty: 2910.920898
	Iteration 7Q: 3 clusters Score -2100934 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2101434.250000 Penalty: 2910.920898
	Iteration 8Q: 3 clusters Score -2101434 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2101934.500000 Penalty: 2910.920898
	Iteration 9Q: 3 clusters Score -2101934 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2102403.250000 Penalty: 2910.920898
	Iteration 10Q: 3 clusters Score -2102403 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2102773.250000 Penalty: 2910.920898
	Iteration 11Q: 3 clusters Score -2102773 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2103085.500000 Penalty: 2910.920898
	Iteration 12Q: 3 clusters Score -2103086 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2103380.000000 Penalty: 2910.920898
	Iteration 13Q: 3 clusters Score -2103380 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2103635.250000 Penalty: 2910.920898
	Iteration 14Q: 3 clusters Score -2103635 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2103823.000000 Penalty: 2910.920898
	Iteration 15Q: 3 clusters Score -2103823 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2103960.250000 Penalty: 2910.920898
	Iteration 16Q: 3 clusters Score -2103960 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2104081.250000 Penalty: 2910.920898
	Iteration 17Q: 3 clusters Score -2104081 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2104195.750000 Penalty: 2910.920898
	Iteration 18Q: 3 clusters Score -2104196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2104267.000000 Penalty: 2910.920898
	Iteration 19Q: 3 clusters Score -2104267 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2104333.000000 Penalty: 2910.920898
	Iteration 20F: 3 clusters Score -2104333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2104370.750000 Penalty: 2910.920898
	Iteration 21Q: 3 clusters Score -2104371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2104399.250000 Penalty: 2910.920898
	Iteration 22Q: 3 clusters Score -2104399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2104422.500000 Penalty: 2910.920898
	Iteration 23Q: 3 clusters Score -2104422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2104436.500000 Penalty: 2910.920898
	Iteration 24Q: 3 clusters Score -2104436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2104455.750000 Penalty: 2910.920898
	Iteration 25Q: 3 clusters Score -2104456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2104473.500000 Penalty: 2910.920898
	Iteration 26Q: 3 clusters Score -2104474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2104479.000000 Penalty: 2910.920898
	Iteration 27Q: 3 clusters Score -2104479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2104490.500000 Penalty: 2910.920898
	Iteration 28Q: 3 clusters Score -2104490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2104498.000000 Penalty: 2910.920898
	Iteration 29Q: 3 clusters Score -2104498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2104503.250000 Penalty: 2910.920898
	Iteration 30Q: 3 clusters Score -2104503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2104508.750000 Penalty: 2910.920898
	Iteration 31Q: 3 clusters Score -2104509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2104514.000000 Penalty: 2910.920898
	Iteration 32Q: 3 clusters Score -2104514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2104520.000000 Penalty: 2910.920898
	Iteration 33Q: 3 clusters Score -2104520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2104529.000000 Penalty: 2910.920898
	Iteration 34Q: 3 clusters Score -2104529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2104529.500000 Penalty: 2910.920898
	Iteration 35Q: 3 clusters Score -2104530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2104533.250000 Penalty: 2910.920898
	Iteration 36Q: 3 clusters Score -2104533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2104541.000000 Penalty: 2910.920898
	Iteration 37Q: 3 clusters Score -2104541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2104542.000000 Penalty: 2910.920898
	Iteration 38Q: 3 clusters Score -2104542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2104546.000000 Penalty: 2910.920898
	Iteration 39Q: 3 clusters Score -2104546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2104552.750000 Penalty: 2910.920898
	Iteration 40F: 3 clusters Score -2104553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2104561.500000 Penalty: 2910.920898
	Iteration 41Q: 3 clusters Score -2104562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2104565.250000 Penalty: 2910.920898
	Iteration 42Q: 3 clusters Score -2104565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2104569.250000 Penalty: 2910.920898
	Iteration 43Q: 3 clusters Score -2104569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2104571.000000 Penalty: 2910.920898
	Iteration 44Q: 3 clusters Score -2104571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2104573.750000 Penalty: 2910.920898
	Iteration 45Q: 3 clusters Score -2104574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2104576.250000 Penalty: 2910.920898
	Iteration 46Q: 3 clusters Score -2104576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2104576.250000 Penalty: 2910.920898
	Iteration 47F: 3 clusters Score -2104576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (48563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Entering Unmasked Estep 
Score: -5679213.000000 Penalty: 1605.643799
	Iteration 0F: 2 clusters Score -5679213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5647714.500000 Penalty: 3211.287598
	Iteration 0F: 3 clusters Score -5647714 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -5660280.000000 Penalty: 3211.287598
	Iteration 1F: 3 clusters Score -5660280 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5661067.500000 Penalty: 3211.287598
	Iteration 2Q: 3 clusters Score -5661068 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5662059.500000 Penalty: 3211.287598
	Iteration 3Q: 3 clusters Score -5662060 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -5663299.000000 Penalty: 3211.287598
	Iteration 4F: 3 clusters Score -5663299 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -5664879.000000 Penalty: 3211.287598
	Iteration 5F: 3 clusters Score -5664879 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -5667002.000000 Penalty: 3211.287598
	Iteration 6F: 3 clusters Score -5667002 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -5669448.500000 Penalty: 3211.287598
	Iteration 7F: 3 clusters Score -5669448 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5671901.500000 Penalty: 3211.287598
	Iteration 8F: 3 clusters Score -5671902 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -5674107.000000 Penalty: 3211.287598
	Iteration 9F: 3 clusters Score -5674107 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5675743.500000 Penalty: 3211.287598
	Iteration 10Q: 3 clusters Score -5675744 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -5676660.000000 Penalty: 3211.287598
	Iteration 11Q: 3 clusters Score -5676660 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -5677194.000000 Penalty: 3211.287598
	Iteration 12Q: 3 clusters Score -5677194 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -5677527.500000 Penalty: 3211.287598
	Iteration 13Q: 3 clusters Score -5677528 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5677723.500000 Penalty: 3211.287598
	Iteration 14Q: 3 clusters Score -5677724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -5677853.500000 Penalty: 3211.287598
	Iteration 15Q: 3 clusters Score -5677854 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -5677939.500000 Penalty: 3211.287598
	Iteration 16Q: 3 clusters Score -5677940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5677987.000000 Penalty: 3211.287598
	Iteration 17Q: 3 clusters Score -5677987 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -5678035.000000 Penalty: 3211.287598
	Iteration 18Q: 3 clusters Score -5678035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5678058.000000 Penalty: 3211.287598
	Iteration 19Q: 3 clusters Score -5678058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5678092.500000 Penalty: 3211.287598
	Iteration 20F: 3 clusters Score -5678092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -5678121.500000 Penalty: 3211.287598
	Iteration 21Q: 3 clusters Score -5678122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -5678155.000000 Penalty: 3211.287598
	Iteration 22Q: 3 clusters Score -5678155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -5678175.000000 Penalty: 3211.287598
	Iteration 23Q: 3 clusters Score -5678175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -5678192.000000 Penalty: 3211.287598
	Iteration 24Q: 3 clusters Score -5678192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -5678209.000000 Penalty: 3211.287598
	Iteration 25Q: 3 clusters Score -5678209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -5678214.000000 Penalty: 3211.287598
	Iteration 26Q: 3 clusters Score -5678214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5678230.000000 Penalty: 3211.287598
	Iteration 27Q: 3 clusters Score -5678230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5678238.500000 Penalty: 3211.287598
	Iteration 28Q: 3 clusters Score -5678238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5678243.500000 Penalty: 3211.287598
	Iteration 29Q: 3 clusters Score -5678244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5678249.000000 Penalty: 3211.287598
	Iteration 30Q: 3 clusters Score -5678249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -5678249.500000 Penalty: 3211.287598
	Iteration 31Q: 3 clusters Score -5678250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -5678254.000000 Penalty: 3211.287598
	Iteration 32Q: 3 clusters Score -5678254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5678256.000000 Penalty: 3211.287598
	Iteration 33Q: 3 clusters Score -5678256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5678269.500000 Penalty: 3211.287598
	Iteration 34Q: 3 clusters Score -5678270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5678273.000000 Penalty: 3211.287598
	Iteration 35Q: 3 clusters Score -5678273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5678274.000000 Penalty: 3211.287598
	Iteration 36Q: 3 clusters Score -5678274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5678276.500000 Penalty: 3211.287598
	Iteration 37Q: 3 clusters Score -5678276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -5678281.000000 Penalty: 3211.287598
	Iteration 38Q: 3 clusters Score -5678281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5678287.000000 Penalty: 3211.287598
	Iteration 39Q: 3 clusters Score -5678287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5678287.000000 Penalty: 3211.287598
	Iteration 40F: 3 clusters Score -5678287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5678284.500000 Penalty: 3211.287598
	Iteration 41Q: 3 clusters Score -5678284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5678290.500000 Penalty: 3211.287598
	Iteration 42Q: 3 clusters Score -5678290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5678280.500000 Penalty: 3211.287598
	Iteration 43Q: 3 clusters Score -5678280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5678284.500000 Penalty: 3211.287598
	Iteration 44Q: 3 clusters Score -5678284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5678284.500000 Penalty: 3211.287598
	Iteration 45Q: 3 clusters Score -5678284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5678288.000000 Penalty: 3211.287598
	Iteration 46Q: 3 clusters Score -5678288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5678290.500000 Penalty: 3211.287598
	Iteration 47Q: 3 clusters Score -5678290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5678290.500000 Penalty: 3211.287598
	Iteration 48F: 3 clusters Score -5678290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Entering Unmasked Estep 
Score: -2546741.500000 Penalty: 1484.393311
	Iteration 0F: 2 clusters Score -2546742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2532692.500000 Penalty: 2968.786621
	Iteration 0F: 3 clusters Score -2532692 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2537804.000000 Penalty: 2968.786621
	Iteration 1F: 3 clusters Score -2537804 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2538173.500000 Penalty: 2968.786621
	Iteration 2F: 3 clusters Score -2538174 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2538505.000000 Penalty: 2968.786621
	Iteration 3Q: 3 clusters Score -2538505 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2538826.000000 Penalty: 2968.786621
	Iteration 4Q: 3 clusters Score -2538826 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2539224.000000 Penalty: 2968.786621
	Iteration 5Q: 3 clusters Score -2539224 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2539765.000000 Penalty: 2968.786621
	Iteration 6Q: 3 clusters Score -2539765 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2540501.750000 Penalty: 2968.786621
	Iteration 7F: 3 clusters Score -2540502 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2541454.500000 Penalty: 2968.786621
	Iteration 8F: 3 clusters Score -2541454 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2542460.250000 Penalty: 2968.786621
	Iteration 9F: 3 clusters Score -2542460 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2543307.500000 Penalty: 2968.786621
	Iteration 10F: 3 clusters Score -2543308 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2543957.750000 Penalty: 2968.786621
	Iteration 11Q: 3 clusters Score -2543958 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2544427.000000 Penalty: 2968.786621
	Iteration 12Q: 3 clusters Score -2544427 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2544795.500000 Penalty: 2968.786621
	Iteration 13Q: 3 clusters Score -2544796 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2545021.500000 Penalty: 2968.786621
	Iteration 14Q: 3 clusters Score -2545022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2545230.750000 Penalty: 2968.786621
	Iteration 15Q: 3 clusters Score -2545231 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2545395.250000 Penalty: 2968.786621
	Iteration 16Q: 3 clusters Score -2545395 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2545524.000000 Penalty: 2968.786621
	Iteration 17Q: 3 clusters Score -2545524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2545603.250000 Penalty: 2968.786621
	Iteration 18Q: 3 clusters Score -2545603 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2545668.000000 Penalty: 2968.786621
	Iteration 19Q: 3 clusters Score -2545668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2545709.500000 Penalty: 2968.786621
	Iteration 20F: 3 clusters Score -2545710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2545734.250000 Penalty: 2968.786621
	Iteration 21Q: 3 clusters Score -2545734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2545749.750000 Penalty: 2968.786621
	Iteration 22Q: 3 clusters Score -2545750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2545760.750000 Penalty: 2968.786621
	Iteration 23Q: 3 clusters Score -2545761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2545766.500000 Penalty: 2968.786621
	Iteration 24Q: 3 clusters Score -2545766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2545775.750000 Penalty: 2968.786621
	Iteration 25Q: 3 clusters Score -2545776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2545778.250000 Penalty: 2968.786621
	Iteration 26Q: 3 clusters Score -2545778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2545777.500000 Penalty: 2968.786621
	Iteration 27Q: 3 clusters Score -2545778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2545779.250000 Penalty: 2968.786621
	Iteration 28Q: 3 clusters Score -2545779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2545788.500000 Penalty: 2968.786621
	Iteration 29Q: 3 clusters Score -2545788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2545791.500000 Penalty: 2968.786621
	Iteration 30Q: 3 clusters Score -2545792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2545790.250000 Penalty: 2968.786621
	Iteration 31Q: 3 clusters Score -2545790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2545794.250000 Penalty: 2968.786621
	Iteration 32Q: 3 clusters Score -2545794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2545791.750000 Penalty: 2968.786621
	Iteration 33Q: 3 clusters Score -2545792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2545789.750000 Penalty: 2968.786621
	Iteration 34Q: 3 clusters Score -2545790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2545792.750000 Penalty: 2968.786621
	Iteration 35Q: 3 clusters Score -2545793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2545791.750000 Penalty: 2968.786621
	Iteration 36Q: 3 clusters Score -2545792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2545792.250000 Penalty: 2968.786621
	Iteration 37Q: 3 clusters Score -2545792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2545797.000000 Penalty: 2968.786621
	Iteration 38Q: 3 clusters Score -2545797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2545796.250000 Penalty: 2968.786621
	Iteration 39Q: 3 clusters Score -2545796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2545795.000000 Penalty: 2968.786621
	Iteration 40F: 3 clusters Score -2545795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2545796.750000 Penalty: 2968.786621
	Iteration 41Q: 3 clusters Score -2545797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2545795.500000 Penalty: 2968.786621
	Iteration 42Q: 3 clusters Score -2545796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2545798.000000 Penalty: 2968.786621
	Iteration 43Q: 3 clusters Score -2545798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2545804.000000 Penalty: 2968.786621
	Iteration 44Q: 3 clusters Score -2545804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2545803.500000 Penalty: 2968.786621
	Iteration 45Q: 3 clusters Score -2545804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2545802.000000 Penalty: 2968.786621
	Iteration 46Q: 3 clusters Score -2545802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2545806.250000 Penalty: 2968.786621
	Iteration 47Q: 3 clusters Score -2545806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2545803.750000 Penalty: 2968.786621
	Iteration 48Q: 3 clusters Score -2545804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2545806.000000 Penalty: 2968.786621
	Iteration 49Q: 3 clusters Score -2545806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2545805.000000 Penalty: 2968.786621
	Iteration 50Q: 3 clusters Score -2545805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2545804.000000 Penalty: 2968.786621
	Iteration 51Q: 3 clusters Score -2545804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2545804.250000 Penalty: 2968.786621
	Iteration 52Q: 3 clusters Score -2545804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2545808.500000 Penalty: 2968.786621
	Iteration 53Q: 3 clusters Score -2545808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2545806.250000 Penalty: 2968.786621
	Iteration 54Q: 3 clusters Score -2545806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2545805.750000 Penalty: 2968.786621
	Iteration 55Q: 3 clusters Score -2545806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2545805.750000 Penalty: 2968.786621
	Iteration 56F: 3 clusters Score -2545806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -187661.765625 Penalty: 1130.268433
	Iteration 0F: 2 clusters Score -187661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -185850.406250 Penalty: 2260.536865
	Iteration 0F: 3 clusters Score -185850.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186344.531250 Penalty: 2260.536865
	Iteration 1F: 3 clusters Score -186344.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186517.265625 Penalty: 2260.536865
	Iteration 2F: 3 clusters Score -186517.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -186654.390625 Penalty: 2260.536865
	Iteration 3F: 3 clusters Score -186654.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -186781.046875 Penalty: 2260.536865
	Iteration 4Q: 3 clusters Score -186781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -186866.171875 Penalty: 2260.536865
	Iteration 5Q: 3 clusters Score -186866.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -186915.031250 Penalty: 2260.536865
	Iteration 6Q: 3 clusters Score -186915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -186953.203125 Penalty: 2260.536865
	Iteration 7Q: 3 clusters Score -186953.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -186981.156250 Penalty: 2260.536865
	Iteration 8Q: 3 clusters Score -186981.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -187001.468750 Penalty: 2260.536865
	Iteration 9Q: 3 clusters Score -187001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -187014.546875 Penalty: 2260.536865
	Iteration 10Q: 3 clusters Score -187014.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -187023.875000 Penalty: 2260.536865
	Iteration 11Q: 3 clusters Score -187023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -187036.921875 Penalty: 2260.536865
	Iteration 12Q: 3 clusters Score -187036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -187047.234375 Penalty: 2260.536865
	Iteration 13Q: 3 clusters Score -187047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -187051.875000 Penalty: 2260.536865
	Iteration 14Q: 3 clusters Score -187051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187058.093750 Penalty: 2260.536865
	Iteration 15Q: 3 clusters Score -187058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187062.421875 Penalty: 2260.536865
	Iteration 16Q: 3 clusters Score -187062.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -187067.609375 Penalty: 2260.536865
	Iteration 17Q: 3 clusters Score -187067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -187074.921875 Penalty: 2260.536865
	Iteration 18Q: 3 clusters Score -187074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -187076.703125 Penalty: 2260.536865
	Iteration 19Q: 3 clusters Score -187076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -187081.078125 Penalty: 2260.536865
	Iteration 20F: 3 clusters Score -187081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -187084.453125 Penalty: 2260.536865
	Iteration 21Q: 3 clusters Score -187084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -187090.593750 Penalty: 2260.536865
	Iteration 22Q: 3 clusters Score -187090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -187096.515625 Penalty: 2260.536865
	Iteration 23Q: 3 clusters Score -187096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -187098.421875 Penalty: 2260.536865
	Iteration 24Q: 3 clusters Score -187098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -187100.390625 Penalty: 2260.536865
	Iteration 25Q: 3 clusters Score -187100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -187100.703125 Penalty: 2260.536865
	Iteration 26Q: 3 clusters Score -187100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -187100.703125 Penalty: 2260.536865
	Iteration 27F: 3 clusters Score -187100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -39228.617188 Penalty: 945.271240
	Iteration 0F: 2 clusters Score -39228.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38349.785156 Penalty: 1890.542480
	Iteration 0F: 3 clusters Score -38349.79 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38780.109375 Penalty: 1890.542480
	Iteration 1F: 3 clusters Score -38780.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38998.558594 Penalty: 1890.542480
	Iteration 2F: 3 clusters Score -38998.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39209.054688 Penalty: 1890.542480
	Iteration 3F: 3 clusters Score -39209.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39348.371094 Penalty: 1890.542480
	Iteration 4F: 3 clusters Score -39348.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39453.964844 Penalty: 1890.542480
	Iteration 5Q: 3 clusters Score -39453.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39557.074219 Penalty: 1890.542480
	Iteration 6Q: 3 clusters Score -39557.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39599.136719 Penalty: 1890.542480
	Iteration 7Q: 3 clusters Score -39599.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39622.476562 Penalty: 1890.542480
	Iteration 8Q: 3 clusters Score -39622.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39623.218750 Penalty: 1890.542480
	Iteration 9Q: 3 clusters Score -39623.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39627.273438 Penalty: 1890.542480
	Iteration 10F: 3 clusters Score -39627.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39669.812500 Penalty: 1890.542480
	Iteration 11Q: 3 clusters Score -39669.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39725.964844 Penalty: 1890.542480
	Iteration 12Q: 3 clusters Score -39725.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39843.980469 Penalty: 1890.542480
	Iteration 13Q: 3 clusters Score -39843.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39881.132812 Penalty: 1890.542480
	Iteration 14Q: 3 clusters Score -39881.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39882.066406 Penalty: 1890.542480
	Iteration 15Q: 3 clusters Score -39882.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39882.066406 Penalty: 1890.542480
	Iteration 16F: 3 clusters Score -39882.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 19935 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11397 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15929 members 
Mstep: Class 23 contains 53041 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65665 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 69860 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20393 members 
Mstep: Class 34 contains 40921 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 10604 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93784 members 
Mstep: Class 39 contains 10544 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6020 members 
Mstep: Class 43 contains 2882 members 
Mstep: Class 44 contains 17810 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7027 members 
Mstep: Class 52 contains 5708 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48563 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1990 members 
Mstep: Class 57 contains 364 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 210 members 
Entering Unmasked Estep 
Score: -111160016.000000 Penalty: 129547.601562
Splitting cluster 57 changes total score from -111160432.000000 to -111160016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -49479.062500 Penalty: 941.862488
	Iteration 0F: 2 clusters Score -49479.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48498.718750 Penalty: 1883.724976
	Iteration 0F: 3 clusters Score -48498.72 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48726.460938 Penalty: 1883.724976
	Iteration 1F: 3 clusters Score -48726.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48795.082031 Penalty: 1883.724976
	Iteration 2F: 3 clusters Score -48795.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48835.789062 Penalty: 1883.724976
	Iteration 3Q: 3 clusters Score -48835.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48862.300781 Penalty: 1883.724976
	Iteration 4Q: 3 clusters Score -48862.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48885.289062 Penalty: 1883.724976
	Iteration 5Q: 3 clusters Score -48885.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48909.820312 Penalty: 1883.724976
	Iteration 6Q: 3 clusters Score -48909.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48935.105469 Penalty: 1883.724976
	Iteration 7Q: 3 clusters Score -48935.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48950.746094 Penalty: 1883.724976
	Iteration 8Q: 3 clusters Score -48950.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48966.562500 Penalty: 1883.724976
	Iteration 9Q: 3 clusters Score -48966.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48977.523438 Penalty: 1883.724976
	Iteration 10Q: 3 clusters Score -48977.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48977.523438 Penalty: 1883.724976
	Iteration 11F: 3 clusters Score -48977.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -1134821.625000 Penalty: 1369.423462
	Iteration 0F: 2 clusters Score -1134822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1128166.125000 Penalty: 2738.846924
	Iteration 0F: 3 clusters Score -1128166 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1130534.875000 Penalty: 2738.846924
	Iteration 1F: 3 clusters Score -1130535 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1130964.375000 Penalty: 2738.846924
	Iteration 2F: 3 clusters Score -1130964 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1131280.375000 Penalty: 2738.846924
	Iteration 3F: 3 clusters Score -1131280 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1131542.500000 Penalty: 2738.846924
	Iteration 4Q: 3 clusters Score -1131542 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1131799.625000 Penalty: 2738.846924
	Iteration 5Q: 3 clusters Score -1131800 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1132039.750000 Penalty: 2738.846924
	Iteration 6Q: 3 clusters Score -1132040 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1132234.750000 Penalty: 2738.846924
	Iteration 7Q: 3 clusters Score -1132235 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1132414.875000 Penalty: 2738.846924
	Iteration 8Q: 3 clusters Score -1132415 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1132587.000000 Penalty: 2738.846924
	Iteration 9Q: 3 clusters Score -1132587 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1132716.250000 Penalty: 2738.846924
	Iteration 10Q: 3 clusters Score -1132716 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1132824.500000 Penalty: 2738.846924
	Iteration 11Q: 3 clusters Score -1132824 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1132905.750000 Penalty: 2738.846924
	Iteration 12Q: 3 clusters Score -1132906 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1132961.375000 Penalty: 2738.846924
	Iteration 13Q: 3 clusters Score -1132961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1132998.750000 Penalty: 2738.846924
	Iteration 14Q: 3 clusters Score -1132999 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1133037.750000 Penalty: 2738.846924
	Iteration 15Q: 3 clusters Score -1133038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1133073.250000 Penalty: 2738.846924
	Iteration 16Q: 3 clusters Score -1133073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1133099.625000 Penalty: 2738.846924
	Iteration 17Q: 3 clusters Score -1133100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1133121.500000 Penalty: 2738.846924
	Iteration 18Q: 3 clusters Score -1133122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1133139.375000 Penalty: 2738.846924
	Iteration 19Q: 3 clusters Score -1133139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1133151.625000 Penalty: 2738.846924
	Iteration 20F: 3 clusters Score -1133152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1133163.125000 Penalty: 2738.846924
	Iteration 21Q: 3 clusters Score -1133163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1133167.000000 Penalty: 2738.846924
	Iteration 22Q: 3 clusters Score -1133167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1133172.500000 Penalty: 2738.846924
	Iteration 23Q: 3 clusters Score -1133172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1133179.000000 Penalty: 2738.846924
	Iteration 24Q: 3 clusters Score -1133179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1133181.750000 Penalty: 2738.846924
	Iteration 25Q: 3 clusters Score -1133182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1133185.000000 Penalty: 2738.846924
	Iteration 26Q: 3 clusters Score -1133185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1133188.250000 Penalty: 2738.846924
	Iteration 27Q: 3 clusters Score -1133188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1133192.125000 Penalty: 2738.846924
	Iteration 28Q: 3 clusters Score -1133192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1133193.000000 Penalty: 2738.846924
	Iteration 29Q: 3 clusters Score -1133193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1133198.500000 Penalty: 2738.846924
	Iteration 30Q: 3 clusters Score -1133198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1133199.750000 Penalty: 2738.846924
	Iteration 31Q: 3 clusters Score -1133200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1133201.750000 Penalty: 2738.846924
	Iteration 32Q: 3 clusters Score -1133202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1133202.500000 Penalty: 2738.846924
	Iteration 33Q: 3 clusters Score -1133202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1133204.000000 Penalty: 2738.846924
	Iteration 34Q: 3 clusters Score -1133204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1133206.250000 Penalty: 2738.846924
	Iteration 35Q: 3 clusters Score -1133206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1133206.375000 Penalty: 2738.846924
	Iteration 36Q: 3 clusters Score -1133206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1133207.000000 Penalty: 2738.846924
	Iteration 37Q: 3 clusters Score -1133207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1133206.375000 Penalty: 2738.846924
	Iteration 38Q: 3 clusters Score -1133206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1133207.750000 Penalty: 2738.846924
	Iteration 39Q: 3 clusters Score -1133208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1133209.000000 Penalty: 2738.846924
	Iteration 40F: 3 clusters Score -1133209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1133209.375000 Penalty: 2738.846924
	Iteration 41Q: 3 clusters Score -1133209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1133209.250000 Penalty: 2738.846924
	Iteration 42Q: 3 clusters Score -1133209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1133213.250000 Penalty: 2738.846924
	Iteration 43Q: 3 clusters Score -1133213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1133214.750000 Penalty: 2738.846924
	Iteration 44Q: 3 clusters Score -1133215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1133213.500000 Penalty: 2738.846924
	Iteration 45Q: 3 clusters Score -1133214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1133214.125000 Penalty: 2738.846924
	Iteration 46Q: 3 clusters Score -1133214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1133214.250000 Penalty: 2738.846924
	Iteration 47Q: 3 clusters Score -1133214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1133216.500000 Penalty: 2738.846924
	Iteration 48Q: 3 clusters Score -1133216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1133217.500000 Penalty: 2738.846924
	Iteration 49Q: 3 clusters Score -1133218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1133217.125000 Penalty: 2738.846924
	Iteration 50Q: 3 clusters Score -1133217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1133216.000000 Penalty: 2738.846924
	Iteration 51Q: 3 clusters Score -1133216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1133216.250000 Penalty: 2738.846924
	Iteration 52Q: 3 clusters Score -1133216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1133216.875000 Penalty: 2738.846924
	Iteration 53Q: 3 clusters Score -1133217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1133219.000000 Penalty: 2738.846924
	Iteration 54Q: 3 clusters Score -1133219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1133217.750000 Penalty: 2738.846924
	Iteration 55Q: 3 clusters Score -1133218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1133219.875000 Penalty: 2738.846924
	Iteration 56Q: 3 clusters Score -1133220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1133217.750000 Penalty: 2738.846924
	Iteration 57Q: 3 clusters Score -1133218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1133216.875000 Penalty: 2738.846924
	Iteration 58Q: 3 clusters Score -1133217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1133216.875000 Penalty: 2738.846924
	Iteration 59Q: 3 clusters Score -1133217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1133216.875000 Penalty: 2738.846924
	Iteration 60F: 3 clusters Score -1133217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46558.074219 Penalty: 908.393250
	Iteration 0F: 2 clusters Score -46558.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45729.773438 Penalty: 1816.786499
	Iteration 0F: 3 clusters Score -45729.77 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45956.027344 Penalty: 1816.786499
	Iteration 1F: 3 clusters Score -45956.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46043.031250 Penalty: 1816.786499
	Iteration 2F: 3 clusters Score -46043.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46119.253906 Penalty: 1816.786499
	Iteration 3Q: 3 clusters Score -46119.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46156.570312 Penalty: 1816.786499
	Iteration 4Q: 3 clusters Score -46156.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46215.875000 Penalty: 1816.786499
	Iteration 5Q: 3 clusters Score -46215.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46268.289062 Penalty: 1816.786499
	Iteration 6Q: 3 clusters Score -46268.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46289.578125 Penalty: 1816.786499
	Iteration 7Q: 3 clusters Score -46289.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46297.046875 Penalty: 1816.786499
	Iteration 8Q: 3 clusters Score -46297.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46316.394531 Penalty: 1816.786499
	Iteration 9Q: 3 clusters Score -46316.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46328.363281 Penalty: 1816.786499
	Iteration 10Q: 3 clusters Score -46328.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46338.058594 Penalty: 1816.786499
	Iteration 11Q: 3 clusters Score -46338.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46351.578125 Penalty: 1816.786499
	Iteration 12Q: 3 clusters Score -46351.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46369.777344 Penalty: 1816.786499
	Iteration 13Q: 3 clusters Score -46369.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46415.054688 Penalty: 1816.786499
	Iteration 14Q: 3 clusters Score -46415.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46437.382812 Penalty: 1816.786499
	Iteration 15Q: 3 clusters Score -46437.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46445.601562 Penalty: 1816.786499
	Iteration 16Q: 3 clusters Score -46445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46471.824219 Penalty: 1816.786499
	Iteration 17Q: 3 clusters Score -46471.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46507.828125 Penalty: 1816.786499
	Iteration 18Q: 3 clusters Score -46507.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46546.714844 Penalty: 1816.786499
	Iteration 19Q: 3 clusters Score -46546.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46574.082031 Penalty: 1816.786499
	Iteration 20F: 3 clusters Score -46574.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46609.628906 Penalty: 1816.786499
	Iteration 21Q: 3 clusters Score -46609.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46633.585938 Penalty: 1816.786499
	Iteration 22Q: 3 clusters Score -46633.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46637.644531 Penalty: 1816.786499
	Iteration 23Q: 3 clusters Score -46637.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46637.644531 Penalty: 1816.786499
	Iteration 24F: 3 clusters Score -46637.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 19935 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11397 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15929 members 
Mstep: Class 23 contains 53041 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65665 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 69860 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20393 members 
Mstep: Class 34 contains 40921 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 10604 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93784 members 
Mstep: Class 39 contains 10544 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6020 members 
Mstep: Class 43 contains 2882 members 
Mstep: Class 44 contains 17810 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7027 members 
Mstep: Class 52 contains 5708 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48563 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1990 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 210 members 
Mstep: Class 61 contains 6173 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 238 members 
Entering Unmasked Estep 
Score: -111159448.000000 Penalty: 129547.601562
Splitting cluster 60 changes total score from -111160432.000000 to -111159448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (6173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Entering Unmasked Estep 
Score: -678899.250000 Penalty: 1298.717529
	Iteration 0F: 2 clusters Score -678899.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -674542.625000 Penalty: 2597.435059
	Iteration 0F: 3 clusters Score -674542.6 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -675903.375000 Penalty: 2597.435059
	Iteration 1F: 3 clusters Score -675903.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -676143.687500 Penalty: 2597.435059
	Iteration 2F: 3 clusters Score -676143.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -676288.875000 Penalty: 2597.435059
	Iteration 3Q: 3 clusters Score -676288.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -676380.750000 Penalty: 2597.435059
	Iteration 4Q: 3 clusters Score -676380.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -676454.437500 Penalty: 2597.435059
	Iteration 5Q: 3 clusters Score -676454.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -676520.687500 Penalty: 2597.435059
	Iteration 6Q: 3 clusters Score -676520.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -676583.250000 Penalty: 2597.435059
	Iteration 7Q: 3 clusters Score -676583.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -676640.812500 Penalty: 2597.435059
	Iteration 8Q: 3 clusters Score -676640.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -676694.125000 Penalty: 2597.435059
	Iteration 9Q: 3 clusters Score -676694.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -676746.750000 Penalty: 2597.435059
	Iteration 10Q: 3 clusters Score -676746.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -676792.437500 Penalty: 2597.435059
	Iteration 11Q: 3 clusters Score -676792.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -676834.500000 Penalty: 2597.435059
	Iteration 12Q: 3 clusters Score -676834.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -676888.562500 Penalty: 2597.435059
	Iteration 13Q: 3 clusters Score -676888.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -676937.375000 Penalty: 2597.435059
	Iteration 14Q: 3 clusters Score -676937.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -676987.187500 Penalty: 2597.435059
	Iteration 15Q: 3 clusters Score -676987.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -677038.500000 Penalty: 2597.435059
	Iteration 16Q: 3 clusters Score -677038.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -677092.812500 Penalty: 2597.435059
	Iteration 17Q: 3 clusters Score -677092.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -677145.000000 Penalty: 2597.435059
	Iteration 18Q: 3 clusters Score -677145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -677200.125000 Penalty: 2597.435059
	Iteration 19Q: 3 clusters Score -677200.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -677255.500000 Penalty: 2597.435059
	Iteration 20F: 3 clusters Score -677255.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -677310.500000 Penalty: 2597.435059
	Iteration 21Q: 3 clusters Score -677310.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -677357.500000 Penalty: 2597.435059
	Iteration 22Q: 3 clusters Score -677357.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -677409.437500 Penalty: 2597.435059
	Iteration 23Q: 3 clusters Score -677409.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -677469.937500 Penalty: 2597.435059
	Iteration 24Q: 3 clusters Score -677469.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -677537.375000 Penalty: 2597.435059
	Iteration 25Q: 3 clusters Score -677537.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -677593.875000 Penalty: 2597.435059
	Iteration 26Q: 3 clusters Score -677593.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -677641.687500 Penalty: 2597.435059
	Iteration 27Q: 3 clusters Score -677641.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -677689.812500 Penalty: 2597.435059
	Iteration 28Q: 3 clusters Score -677689.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -677740.750000 Penalty: 2597.435059
	Iteration 29Q: 3 clusters Score -677740.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -677781.875000 Penalty: 2597.435059
	Iteration 30Q: 3 clusters Score -677781.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -677819.375000 Penalty: 2597.435059
	Iteration 31Q: 3 clusters Score -677819.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -677848.437500 Penalty: 2597.435059
	Iteration 32Q: 3 clusters Score -677848.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -677869.562500 Penalty: 2597.435059
	Iteration 33Q: 3 clusters Score -677869.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -677885.750000 Penalty: 2597.435059
	Iteration 34Q: 3 clusters Score -677885.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -677908.875000 Penalty: 2597.435059
	Iteration 35Q: 3 clusters Score -677908.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -677919.812500 Penalty: 2597.435059
	Iteration 36Q: 3 clusters Score -677919.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -677930.812500 Penalty: 2597.435059
	Iteration 37Q: 3 clusters Score -677930.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -677941.812500 Penalty: 2597.435059
	Iteration 38Q: 3 clusters Score -677941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -677949.937500 Penalty: 2597.435059
	Iteration 39Q: 3 clusters Score -677949.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -677954.750000 Penalty: 2597.435059
	Iteration 40F: 3 clusters Score -677954.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -677959.125000 Penalty: 2597.435059
	Iteration 41Q: 3 clusters Score -677959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -677967.000000 Penalty: 2597.435059
	Iteration 42Q: 3 clusters Score -677967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -677967.125000 Penalty: 2597.435059
	Iteration 43Q: 3 clusters Score -677967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -677971.812500 Penalty: 2597.435059
	Iteration 44Q: 3 clusters Score -677971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -677974.437500 Penalty: 2597.435059
	Iteration 45Q: 3 clusters Score -677974.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -677978.500000 Penalty: 2597.435059
	Iteration 46Q: 3 clusters Score -677978.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -677982.000000 Penalty: 2597.435059
	Iteration 47Q: 3 clusters Score -677982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -677985.937500 Penalty: 2597.435059
	Iteration 48Q: 3 clusters Score -677985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -677986.125000 Penalty: 2597.435059
	Iteration 49Q: 3 clusters Score -677986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -677985.000000 Penalty: 2597.435059
	Iteration 50Q: 3 clusters Score -677985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -677987.375000 Penalty: 2597.435059
	Iteration 51Q: 3 clusters Score -677987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -677987.187500 Penalty: 2597.435059
	Iteration 52Q: 3 clusters Score -677987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -677986.500000 Penalty: 2597.435059
	Iteration 53Q: 3 clusters Score -677986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -677987.500000 Penalty: 2597.435059
	Iteration 54Q: 3 clusters Score -677987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -677989.125000 Penalty: 2597.435059
	Iteration 55Q: 3 clusters Score -677989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -677989.125000 Penalty: 2597.435059
	Iteration 56Q: 3 clusters Score -677989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -677988.750000 Penalty: 2597.435059
	Iteration 57Q: 3 clusters Score -677988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -677988.750000 Penalty: 2597.435059
	Iteration 58Q: 3 clusters Score -677988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -677988.750000 Penalty: 2597.435059
	Iteration 59F: 3 clusters Score -677988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 19935 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11397 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15929 members 
Mstep: Class 23 contains 53041 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65665 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 69860 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20393 members 
Mstep: Class 34 contains 40921 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 10604 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93784 members 
Mstep: Class 39 contains 10544 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6020 members 
Mstep: Class 43 contains 2882 members 
Mstep: Class 44 contains 17810 members 
Mstep: Class 45 contains 3603 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7027 members 
Mstep: Class 52 contains 5708 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48563 members 
Mstep: Class 55 contains 21499 members 
Mstep: Class 56 contains 1990 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 561 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160512.000000 Penalty: 127491.296875
Iteration 159Q: 63 clusters Score -1.111605e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 45842 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 11916 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 24909 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 11608 members 
Mstep: Class 18 contains 32318 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11398 members 
Mstep: Class 21 contains 11354 members 
Mstep: Class 22 contains 15925 members 
Mstep: Class 23 contains 53029 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 65662 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9146 members 
Mstep: Class 31 contains 69761 members 
Mstep: Class 32 contains 67987 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 40920 members 
Mstep: Class 35 contains 9696 members 
Mstep: Class 36 contains 10602 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 93760 members 
Mstep: Class 39 contains 10543 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6026 members 
Mstep: Class 43 contains 2883 members 
Mstep: Class 44 contains 17813 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7938 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7026 members 
Mstep: Class 52 contains 5710 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48646 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 1993 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 562 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6173 members 
Mstep: Class 62 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160656.000000 Penalty: 127491.296875
Iteration 160F: 63 clusters Score -1.111607e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45847 members 
Mstep: Class 5 contains 19949 members 
Mstep: Class 6 contains 11924 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 24929 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25238 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 11623 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11396 members 
Mstep: Class 21 contains 11353 members 
Mstep: Class 22 contains 15920 members 
Mstep: Class 23 contains 53021 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65667 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9144 members 
Mstep: Class 31 contains 69665 members 
Mstep: Class 32 contains 67982 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 40920 members 
Mstep: Class 35 contains 9694 members 
Mstep: Class 36 contains 10603 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93738 members 
Mstep: Class 39 contains 10538 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6030 members 
Mstep: Class 43 contains 2883 members 
Mstep: Class 44 contains 17813 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7941 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7024 members 
Mstep: Class 52 contains 5711 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48720 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 1994 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 559 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160744.000000 Penalty: 127491.296875
Iteration 161Q: 63 clusters Score -1.111607e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 19947 members 
Mstep: Class 6 contains 11929 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24940 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25238 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 11635 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11399 members 
Mstep: Class 21 contains 11349 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 53013 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65668 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69572 members 
Mstep: Class 32 contains 67989 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 40918 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 10606 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93714 members 
Mstep: Class 39 contains 10536 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6031 members 
Mstep: Class 43 contains 2885 members 
Mstep: Class 44 contains 17813 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7023 members 
Mstep: Class 52 contains 5714 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48787 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 1996 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160704.000000 Penalty: 127491.296875
Iteration 162Q: 63 clusters Score -1.111607e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45855 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 11927 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24955 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25238 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 11645 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11402 members 
Mstep: Class 21 contains 11349 members 
Mstep: Class 22 contains 15928 members 
Mstep: Class 23 contains 53003 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65670 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9141 members 
Mstep: Class 31 contains 69474 members 
Mstep: Class 32 contains 67997 members 
Mstep: Class 33 contains 20401 members 
Mstep: Class 34 contains 40916 members 
Mstep: Class 35 contains 9708 members 
Mstep: Class 36 contains 10607 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93688 members 
Mstep: Class 39 contains 10535 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6032 members 
Mstep: Class 43 contains 2883 members 
Mstep: Class 44 contains 17819 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2969 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7022 members 
Mstep: Class 52 contains 5717 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48851 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2000 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160744.000000 Penalty: 127491.296875
Iteration 163Q: 63 clusters Score -1.111607e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45860 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 11929 members 
Mstep: Class 7 contains 22001 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24971 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25238 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 11647 members 
Mstep: Class 18 contains 32325 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11405 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 15929 members 
Mstep: Class 23 contains 52999 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65673 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69385 members 
Mstep: Class 32 contains 68013 members 
Mstep: Class 33 contains 20401 members 
Mstep: Class 34 contains 40915 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 10608 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93658 members 
Mstep: Class 39 contains 10534 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6036 members 
Mstep: Class 43 contains 2885 members 
Mstep: Class 44 contains 17821 members 
Mstep: Class 45 contains 3602 members 
Mstep: Class 46 contains 2969 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7021 members 
Mstep: Class 52 contains 5716 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48916 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2001 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9928 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160776.000000 Penalty: 127491.296875
Iteration 164Q: 63 clusters Score -1.111608e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45864 members 
Mstep: Class 5 contains 19950 members 
Mstep: Class 6 contains 11934 members 
Mstep: Class 7 contains 22003 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24975 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25238 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 11647 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11407 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 15925 members 
Mstep: Class 23 contains 52997 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65678 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69296 members 
Mstep: Class 32 contains 68033 members 
Mstep: Class 33 contains 20402 members 
Mstep: Class 34 contains 40914 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 10612 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93640 members 
Mstep: Class 39 contains 10533 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6038 members 
Mstep: Class 43 contains 2887 members 
Mstep: Class 44 contains 17822 members 
Mstep: Class 45 contains 3602 members 
Mstep: Class 46 contains 2969 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7940 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7018 members 
Mstep: Class 52 contains 5716 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 48975 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2002 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9929 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160656.000000 Penalty: 127491.296875
Iteration 165Q: 63 clusters Score -1.111607e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45867 members 
Mstep: Class 5 contains 19957 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24983 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18507 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11411 members 
Mstep: Class 21 contains 11349 members 
Mstep: Class 22 contains 15924 members 
Mstep: Class 23 contains 52993 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65680 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7851 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69215 members 
Mstep: Class 32 contains 68050 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40913 members 
Mstep: Class 35 contains 9711 members 
Mstep: Class 36 contains 10614 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93617 members 
Mstep: Class 39 contains 10533 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6041 members 
Mstep: Class 43 contains 2887 members 
Mstep: Class 44 contains 17827 members 
Mstep: Class 45 contains 3602 members 
Mstep: Class 46 contains 2970 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7938 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7014 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17700 members 
Mstep: Class 54 contains 49039 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2003 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9932 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160640.000000 Penalty: 127491.296875
Iteration 166Q: 63 clusters Score -1.111606e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45872 members 
Mstep: Class 5 contains 19958 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24991 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25235 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18507 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11413 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 15926 members 
Mstep: Class 23 contains 52994 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65680 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7852 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69151 members 
Mstep: Class 32 contains 68054 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40911 members 
Mstep: Class 35 contains 9702 members 
Mstep: Class 36 contains 10614 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93596 members 
Mstep: Class 39 contains 10533 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6044 members 
Mstep: Class 43 contains 2889 members 
Mstep: Class 44 contains 17834 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2971 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7935 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7011 members 
Mstep: Class 52 contains 5720 members 
Mstep: Class 53 contains 17702 members 
Mstep: Class 54 contains 49093 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2004 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160672.000000 Penalty: 127491.296875
Iteration 167Q: 63 clusters Score -1.111607e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45885 members 
Mstep: Class 5 contains 19958 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 24998 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25235 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11652 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11415 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 15926 members 
Mstep: Class 23 contains 52989 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65685 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7851 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69077 members 
Mstep: Class 32 contains 68056 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40907 members 
Mstep: Class 35 contains 9707 members 
Mstep: Class 36 contains 10614 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93572 members 
Mstep: Class 39 contains 10532 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6046 members 
Mstep: Class 43 contains 2890 members 
Mstep: Class 44 contains 17837 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2972 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7935 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7011 members 
Mstep: Class 52 contains 5721 members 
Mstep: Class 53 contains 17703 members 
Mstep: Class 54 contains 49148 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2005 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160632.000000 Penalty: 127491.296875
Iteration 168Q: 63 clusters Score -1.111606e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45893 members 
Mstep: Class 5 contains 19957 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 22006 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25003 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25235 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11417 members 
Mstep: Class 21 contains 11347 members 
Mstep: Class 22 contains 15924 members 
Mstep: Class 23 contains 52989 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65690 members 
Mstep: Class 26 contains 4608 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7852 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 69013 members 
Mstep: Class 32 contains 68062 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40907 members 
Mstep: Class 35 contains 9699 members 
Mstep: Class 36 contains 10613 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93556 members 
Mstep: Class 39 contains 10531 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6049 members 
Mstep: Class 43 contains 2890 members 
Mstep: Class 44 contains 17838 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2971 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7935 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7009 members 
Mstep: Class 52 contains 5723 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49204 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2006 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160592.000000 Penalty: 127491.296875
Iteration 169Q: 63 clusters Score -1.111606e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45895 members 
Mstep: Class 5 contains 19958 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25015 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11418 members 
Mstep: Class 21 contains 11349 members 
Mstep: Class 22 contains 15921 members 
Mstep: Class 23 contains 52990 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65696 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9141 members 
Mstep: Class 31 contains 68946 members 
Mstep: Class 32 contains 68063 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40906 members 
Mstep: Class 35 contains 9696 members 
Mstep: Class 36 contains 10612 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93542 members 
Mstep: Class 39 contains 10531 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6048 members 
Mstep: Class 43 contains 2891 members 
Mstep: Class 44 contains 17839 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2972 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7934 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7006 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49265 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2009 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160736.000000 Penalty: 127491.296875
Iteration 170Q: 63 clusters Score -1.111607e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45900 members 
Mstep: Class 5 contains 19955 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25023 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11420 members 
Mstep: Class 21 contains 11351 members 
Mstep: Class 22 contains 15918 members 
Mstep: Class 23 contains 52985 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65697 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68882 members 
Mstep: Class 32 contains 68062 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40906 members 
Mstep: Class 35 contains 9699 members 
Mstep: Class 36 contains 10612 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93520 members 
Mstep: Class 39 contains 10531 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6053 members 
Mstep: Class 43 contains 2891 members 
Mstep: Class 44 contains 17840 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2973 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7007 members 
Mstep: Class 52 contains 5728 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49317 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2012 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160704.000000 Penalty: 127491.296875
Iteration 171Q: 63 clusters Score -1.111607e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45908 members 
Mstep: Class 5 contains 19953 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25038 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 11424 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15918 members 
Mstep: Class 23 contains 52983 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65700 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68821 members 
Mstep: Class 32 contains 68064 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9696 members 
Mstep: Class 36 contains 10613 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93487 members 
Mstep: Class 39 contains 10530 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6058 members 
Mstep: Class 43 contains 2891 members 
Mstep: Class 44 contains 17842 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2975 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 7006 members 
Mstep: Class 52 contains 5728 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49370 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160624.000000 Penalty: 127491.296875
Iteration 172Q: 63 clusters Score -1.111606e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45910 members 
Mstep: Class 5 contains 19950 members 
Mstep: Class 6 contains 11937 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25051 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 11428 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15920 members 
Mstep: Class 23 contains 52979 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65707 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68773 members 
Mstep: Class 32 contains 68065 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9693 members 
Mstep: Class 36 contains 10618 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93445 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6057 members 
Mstep: Class 43 contains 2891 members 
Mstep: Class 44 contains 17838 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2975 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7004 members 
Mstep: Class 52 contains 5728 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49436 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2018 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160664.000000 Penalty: 127491.296875
Iteration 173Q: 63 clusters Score -1.111607e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45911 members 
Mstep: Class 5 contains 19948 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 22009 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25065 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11353 members 
Mstep: Class 22 contains 15920 members 
Mstep: Class 23 contains 52974 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65711 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 7852 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68715 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9689 members 
Mstep: Class 36 contains 10621 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93414 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6059 members 
Mstep: Class 43 contains 2892 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 3598 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7004 members 
Mstep: Class 52 contains 5732 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49488 members 
Mstep: Class 55 contains 21500 members 
Mstep: Class 56 contains 2021 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160712.000000 Penalty: 127491.296875
Iteration 174Q: 63 clusters Score -1.111607e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45917 members 
Mstep: Class 5 contains 19944 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25073 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 32334 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 11353 members 
Mstep: Class 22 contains 15921 members 
Mstep: Class 23 contains 52973 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65712 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68668 members 
Mstep: Class 32 contains 68077 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 9685 members 
Mstep: Class 36 contains 10619 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93389 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6062 members 
Mstep: Class 43 contains 2893 members 
Mstep: Class 44 contains 17833 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7003 members 
Mstep: Class 52 contains 5731 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49539 members 
Mstep: Class 55 contains 21501 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9934 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6172 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160840.000000 Penalty: 127491.296875
Iteration 175Q: 63 clusters Score -1.111608e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14280 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25079 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 32337 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 11353 members 
Mstep: Class 22 contains 15923 members 
Mstep: Class 23 contains 52972 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65714 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7851 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68632 members 
Mstep: Class 32 contains 68081 members 
Mstep: Class 33 contains 20404 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 10620 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93366 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6068 members 
Mstep: Class 43 contains 2894 members 
Mstep: Class 44 contains 17831 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7001 members 
Mstep: Class 52 contains 5731 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49583 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9935 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160920.000000 Penalty: 127491.296875
Iteration 176Q: 63 clusters Score -1.111609e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45920 members 
Mstep: Class 5 contains 19936 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25092 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 18 contains 32337 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 11352 members 
Mstep: Class 22 contains 15923 members 
Mstep: Class 23 contains 52974 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65714 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68598 members 
Mstep: Class 32 contains 68083 members 
Mstep: Class 33 contains 20404 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9669 members 
Mstep: Class 36 contains 10621 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93344 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6072 members 
Mstep: Class 43 contains 2897 members 
Mstep: Class 44 contains 17836 members 
Mstep: Class 45 contains 3602 members 
Mstep: Class 46 contains 2975 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 7000 members 
Mstep: Class 52 contains 5732 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49619 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160856.000000 Penalty: 127491.296875
Iteration 177Q: 63 clusters Score -1.111609e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45921 members 
Mstep: Class 5 contains 19933 members 
Mstep: Class 6 contains 11947 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25100 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11354 members 
Mstep: Class 22 contains 15922 members 
Mstep: Class 23 contains 52973 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65718 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68569 members 
Mstep: Class 32 contains 68085 members 
Mstep: Class 33 contains 20404 members 
Mstep: Class 34 contains 40903 members 
Mstep: Class 35 contains 9662 members 
Mstep: Class 36 contains 10619 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93315 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6076 members 
Mstep: Class 43 contains 2898 members 
Mstep: Class 44 contains 17843 members 
Mstep: Class 45 contains 3604 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6998 members 
Mstep: Class 52 contains 5732 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49656 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160936.000000 Penalty: 127491.296875
Iteration 178Q: 63 clusters Score -1.111609e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45928 members 
Mstep: Class 5 contains 19931 members 
Mstep: Class 6 contains 11951 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25116 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 32343 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11354 members 
Mstep: Class 22 contains 15925 members 
Mstep: Class 23 contains 52972 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65715 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68527 members 
Mstep: Class 32 contains 68082 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40903 members 
Mstep: Class 35 contains 9658 members 
Mstep: Class 36 contains 10621 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93291 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6076 members 
Mstep: Class 43 contains 2900 members 
Mstep: Class 44 contains 17843 members 
Mstep: Class 45 contains 3604 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7933 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6994 members 
Mstep: Class 52 contains 5733 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49701 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161048.000000 Penalty: 127491.296875
Iteration 179Q: 63 clusters Score -1.11161e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45936 members 
Mstep: Class 5 contains 19929 members 
Mstep: Class 6 contains 11951 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25128 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 11356 members 
Mstep: Class 22 contains 15924 members 
Mstep: Class 23 contains 52967 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65716 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68484 members 
Mstep: Class 32 contains 68080 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9656 members 
Mstep: Class 36 contains 10625 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93275 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6079 members 
Mstep: Class 43 contains 2901 members 
Mstep: Class 44 contains 17845 members 
Mstep: Class 45 contains 3601 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7932 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6990 members 
Mstep: Class 52 contains 5734 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49739 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161016.000000 Penalty: 127491.296875
Iteration 180F: 63 clusters Score -1.11161e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45942 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11950 members 
Mstep: Class 7 contains 22011 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25138 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11700 members 
Mstep: Class 18 contains 32347 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 11357 members 
Mstep: Class 22 contains 15920 members 
Mstep: Class 23 contains 52962 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65721 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7845 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68448 members 
Mstep: Class 32 contains 68079 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9652 members 
Mstep: Class 36 contains 10631 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93265 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6084 members 
Mstep: Class 43 contains 2901 members 
Mstep: Class 44 contains 17846 members 
Mstep: Class 45 contains 3600 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7930 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6985 members 
Mstep: Class 52 contains 5735 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49768 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161016.000000 Penalty: 127491.296875
Iteration 181Q: 63 clusters Score -1.11161e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 11950 members 
Mstep: Class 7 contains 22012 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25147 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 18 contains 32348 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15918 members 
Mstep: Class 23 contains 52956 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65719 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68411 members 
Mstep: Class 32 contains 68072 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9658 members 
Mstep: Class 36 contains 10636 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93261 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6085 members 
Mstep: Class 43 contains 2901 members 
Mstep: Class 44 contains 17846 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6983 members 
Mstep: Class 52 contains 5734 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49797 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161064.000000 Penalty: 127491.296875
Iteration 182Q: 63 clusters Score -1.111611e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 19929 members 
Mstep: Class 6 contains 11951 members 
Mstep: Class 7 contains 22012 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25152 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11704 members 
Mstep: Class 18 contains 32350 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15917 members 
Mstep: Class 23 contains 52953 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65718 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7845 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68378 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20404 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9658 members 
Mstep: Class 36 contains 10640 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93253 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6087 members 
Mstep: Class 43 contains 2901 members 
Mstep: Class 44 contains 17846 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6980 members 
Mstep: Class 52 contains 5735 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49831 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161040.000000 Penalty: 127491.296875
Iteration 183Q: 63 clusters Score -1.11161e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45950 members 
Mstep: Class 5 contains 19930 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 22012 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25156 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11713 members 
Mstep: Class 18 contains 32355 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15914 members 
Mstep: Class 23 contains 52951 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65715 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68339 members 
Mstep: Class 32 contains 68068 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9654 members 
Mstep: Class 36 contains 10642 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93249 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6087 members 
Mstep: Class 43 contains 2901 members 
Mstep: Class 44 contains 17846 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6976 members 
Mstep: Class 52 contains 5733 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49864 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161096.000000 Penalty: 127491.296875
Iteration 184Q: 63 clusters Score -1.111611e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45955 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 22013 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25158 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 32357 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15913 members 
Mstep: Class 23 contains 52951 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65717 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68296 members 
Mstep: Class 32 contains 68059 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9664 members 
Mstep: Class 36 contains 10644 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93243 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6086 members 
Mstep: Class 43 contains 2902 members 
Mstep: Class 44 contains 17842 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6972 members 
Mstep: Class 52 contains 5733 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49894 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161112.000000 Penalty: 127491.296875
Iteration 185Q: 63 clusters Score -1.111611e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45957 members 
Mstep: Class 5 contains 19921 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25168 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 11432 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15912 members 
Mstep: Class 23 contains 52952 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65721 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68247 members 
Mstep: Class 32 contains 68059 members 
Mstep: Class 33 contains 20403 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9672 members 
Mstep: Class 36 contains 10645 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93234 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6087 members 
Mstep: Class 43 contains 2904 members 
Mstep: Class 44 contains 17842 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6970 members 
Mstep: Class 52 contains 5730 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49925 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161064.000000 Penalty: 127491.296875
Iteration 186Q: 63 clusters Score -1.111611e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45957 members 
Mstep: Class 5 contains 19924 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25177 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11721 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15910 members 
Mstep: Class 23 contains 52955 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65720 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 68190 members 
Mstep: Class 32 contains 68059 members 
Mstep: Class 33 contains 20404 members 
Mstep: Class 34 contains 40903 members 
Mstep: Class 35 contains 9686 members 
Mstep: Class 36 contains 10644 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93223 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6087 members 
Mstep: Class 43 contains 2907 members 
Mstep: Class 44 contains 17844 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5727 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49958 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161088.000000 Penalty: 127491.296875
Iteration 187Q: 63 clusters Score -1.111611e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45956 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25183 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15911 members 
Mstep: Class 23 contains 52954 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65723 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7857 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68133 members 
Mstep: Class 32 contains 68062 members 
Mstep: Class 33 contains 20404 members 
Mstep: Class 34 contains 40903 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 10644 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93219 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6088 members 
Mstep: Class 43 contains 2910 members 
Mstep: Class 44 contains 17849 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5725 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 49983 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161168.000000 Penalty: 127491.296875
Iteration 188Q: 63 clusters Score -1.111612e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45960 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25183 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11727 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15913 members 
Mstep: Class 23 contains 52955 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65727 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68082 members 
Mstep: Class 32 contains 68066 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9704 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93216 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6088 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17846 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5725 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50016 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161192.000000 Penalty: 127491.296875
Iteration 189Q: 63 clusters Score -1.111612e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25186 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11728 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15913 members 
Mstep: Class 23 contains 52954 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65730 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7860 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 68041 members 
Mstep: Class 32 contains 68070 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9705 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93209 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6088 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17846 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50047 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161192.000000 Penalty: 127491.296875
Iteration 190Q: 63 clusters Score -1.111612e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45966 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25194 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15916 members 
Mstep: Class 23 contains 52954 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65730 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7860 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 68007 members 
Mstep: Class 32 contains 68073 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9702 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93197 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6088 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17844 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50076 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161152.000000 Penalty: 127491.296875
Iteration 191Q: 63 clusters Score -1.111612e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45975 members 
Mstep: Class 5 contains 19921 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 22014 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25202 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11435 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15917 members 
Mstep: Class 23 contains 52953 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65734 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7860 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67974 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40907 members 
Mstep: Class 35 contains 9703 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93188 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6089 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50103 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161224.000000 Penalty: 127491.296875
Iteration 192Q: 63 clusters Score -1.111612e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 19920 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 22015 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25206 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11438 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15912 members 
Mstep: Class 23 contains 52952 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65735 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7861 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67940 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 40907 members 
Mstep: Class 35 contains 9704 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93184 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6089 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17839 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50127 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161128.000000 Penalty: 127491.296875
Iteration 193Q: 63 clusters Score -1.111611e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 45988 members 
Mstep: Class 5 contains 19921 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22015 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25209 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11440 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15911 members 
Mstep: Class 23 contains 52951 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65738 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7861 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67903 members 
Mstep: Class 32 contains 68073 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 40908 members 
Mstep: Class 35 contains 9704 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93178 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6089 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17839 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5725 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50147 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161184.000000 Penalty: 127491.296875
Iteration 194Q: 63 clusters Score -1.111612e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27436 members 
Mstep: Class 4 contains 45997 members 
Mstep: Class 5 contains 19920 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22015 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25215 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11735 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11444 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15907 members 
Mstep: Class 23 contains 52948 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65741 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7862 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67877 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 9704 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93173 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6089 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17844 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6969 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50162 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161264.000000 Penalty: 127491.296875
Iteration 195Q: 63 clusters Score -1.111613e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27436 members 
Mstep: Class 4 contains 45999 members 
Mstep: Class 5 contains 19923 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22015 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25226 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11445 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15899 members 
Mstep: Class 23 contains 52948 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65743 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67853 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 40907 members 
Mstep: Class 35 contains 9702 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93168 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6089 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17851 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6968 members 
Mstep: Class 52 contains 5725 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50170 members 
Mstep: Class 55 contains 21502 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9936 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161280.000000 Penalty: 127491.296875
Iteration 196Q: 63 clusters Score -1.111613e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27436 members 
Mstep: Class 4 contains 46006 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 22016 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25237 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11446 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52948 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65738 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7862 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67829 members 
Mstep: Class 32 contains 68075 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 40906 members 
Mstep: Class 35 contains 9697 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93162 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17855 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6966 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50183 members 
Mstep: Class 55 contains 21503 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9937 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161336.000000 Penalty: 127491.296875
Iteration 197Q: 63 clusters Score -1.111613e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46014 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25243 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11447 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15888 members 
Mstep: Class 23 contains 52946 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65736 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67798 members 
Mstep: Class 32 contains 68074 members 
Mstep: Class 33 contains 20408 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 9703 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93162 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17859 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6964 members 
Mstep: Class 52 contains 5726 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50195 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9938 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161272.000000 Penalty: 127491.296875
Iteration 198Q: 63 clusters Score -1.111613e+08 nChanged 62
Entering ConstructFrom: 
Score: -111161272.000000 Penalty: 127491.296875
Entering ConstructFrom: 
Trying to split cluster 1 (11794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Entering Unmasked Estep 
Score: -1320770.250000 Penalty: 1395.051514
	Iteration 0F: 2 clusters Score -1320770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1312900.625000 Penalty: 2790.103027
	Iteration 0F: 3 clusters Score -1312901 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1315549.500000 Penalty: 2790.103027
	Iteration 1F: 3 clusters Score -1315550 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1315940.625000 Penalty: 2790.103027
	Iteration 2F: 3 clusters Score -1315941 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1316261.250000 Penalty: 2790.103027
	Iteration 3F: 3 clusters Score -1316261 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1316536.000000 Penalty: 2790.103027
	Iteration 4Q: 3 clusters Score -1316536 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1316763.125000 Penalty: 2790.103027
	Iteration 5Q: 3 clusters Score -1316763 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1316994.875000 Penalty: 2790.103027
	Iteration 6Q: 3 clusters Score -1316995 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1317249.625000 Penalty: 2790.103027
	Iteration 7Q: 3 clusters Score -1317250 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1317520.375000 Penalty: 2790.103027
	Iteration 8Q: 3 clusters Score -1317520 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1317818.000000 Penalty: 2790.103027
	Iteration 9Q: 3 clusters Score -1317818 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1318149.500000 Penalty: 2790.103027
	Iteration 10Q: 3 clusters Score -1318150 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1318493.750000 Penalty: 2790.103027
	Iteration 11Q: 3 clusters Score -1318494 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1318774.000000 Penalty: 2790.103027
	Iteration 12Q: 3 clusters Score -1318774 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1319010.375000 Penalty: 2790.103027
	Iteration 13Q: 3 clusters Score -1319010 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1319193.500000 Penalty: 2790.103027
	Iteration 14Q: 3 clusters Score -1319194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1319313.375000 Penalty: 2790.103027
	Iteration 15Q: 3 clusters Score -1319313 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1319396.875000 Penalty: 2790.103027
	Iteration 16Q: 3 clusters Score -1319397 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1319453.875000 Penalty: 2790.103027
	Iteration 17Q: 3 clusters Score -1319454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1319491.750000 Penalty: 2790.103027
	Iteration 18Q: 3 clusters Score -1319492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1319534.250000 Penalty: 2790.103027
	Iteration 19Q: 3 clusters Score -1319534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1319577.500000 Penalty: 2790.103027
	Iteration 20F: 3 clusters Score -1319578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1319613.125000 Penalty: 2790.103027
	Iteration 21Q: 3 clusters Score -1319613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1319639.750000 Penalty: 2790.103027
	Iteration 22Q: 3 clusters Score -1319640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1319660.625000 Penalty: 2790.103027
	Iteration 23Q: 3 clusters Score -1319661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1319671.125000 Penalty: 2790.103027
	Iteration 24Q: 3 clusters Score -1319671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1319684.000000 Penalty: 2790.103027
	Iteration 25Q: 3 clusters Score -1319684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1319692.625000 Penalty: 2790.103027
	Iteration 26Q: 3 clusters Score -1319693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1319707.000000 Penalty: 2790.103027
	Iteration 27Q: 3 clusters Score -1319707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1319715.125000 Penalty: 2790.103027
	Iteration 28Q: 3 clusters Score -1319715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1319724.250000 Penalty: 2790.103027
	Iteration 29Q: 3 clusters Score -1319724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1319733.250000 Penalty: 2790.103027
	Iteration 30Q: 3 clusters Score -1319733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1319743.500000 Penalty: 2790.103027
	Iteration 31Q: 3 clusters Score -1319744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1319748.750000 Penalty: 2790.103027
	Iteration 32Q: 3 clusters Score -1319749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1319749.625000 Penalty: 2790.103027
	Iteration 33Q: 3 clusters Score -1319750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1319749.625000 Penalty: 2790.103027
	Iteration 34Q: 3 clusters Score -1319750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1319753.250000 Penalty: 2790.103027
	Iteration 35Q: 3 clusters Score -1319753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1319754.125000 Penalty: 2790.103027
	Iteration 36Q: 3 clusters Score -1319754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1319753.500000 Penalty: 2790.103027
	Iteration 37Q: 3 clusters Score -1319754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1319755.875000 Penalty: 2790.103027
	Iteration 38Q: 3 clusters Score -1319756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1319758.500000 Penalty: 2790.103027
	Iteration 39Q: 3 clusters Score -1319758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1319758.375000 Penalty: 2790.103027
	Iteration 40F: 3 clusters Score -1319758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1319760.125000 Penalty: 2790.103027
	Iteration 41Q: 3 clusters Score -1319760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1319761.375000 Penalty: 2790.103027
	Iteration 42Q: 3 clusters Score -1319761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1319759.875000 Penalty: 2790.103027
	Iteration 43Q: 3 clusters Score -1319760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1319762.625000 Penalty: 2790.103027
	Iteration 44Q: 3 clusters Score -1319763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1319765.125000 Penalty: 2790.103027
	Iteration 45Q: 3 clusters Score -1319765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1319767.750000 Penalty: 2790.103027
	Iteration 46Q: 3 clusters Score -1319768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1319767.750000 Penalty: 2790.103027
	Iteration 47Q: 3 clusters Score -1319768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1319769.375000 Penalty: 2790.103027
	Iteration 48Q: 3 clusters Score -1319769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1319768.750000 Penalty: 2790.103027
	Iteration 49Q: 3 clusters Score -1319769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1319771.500000 Penalty: 2790.103027
	Iteration 50Q: 3 clusters Score -1319772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1319778.000000 Penalty: 2790.103027
	Iteration 51Q: 3 clusters Score -1319778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1319776.750000 Penalty: 2790.103027
	Iteration 52Q: 3 clusters Score -1319777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1319782.500000 Penalty: 2790.103027
	Iteration 53Q: 3 clusters Score -1319782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1319785.250000 Penalty: 2790.103027
	Iteration 54Q: 3 clusters Score -1319785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1319788.250000 Penalty: 2790.103027
	Iteration 55Q: 3 clusters Score -1319788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1319790.500000 Penalty: 2790.103027
	Iteration 56Q: 3 clusters Score -1319790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1319789.500000 Penalty: 2790.103027
	Iteration 57Q: 3 clusters Score -1319790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1319789.625000 Penalty: 2790.103027
	Iteration 58Q: 3 clusters Score -1319790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1319789.625000 Penalty: 2790.103027
	Iteration 59F: 3 clusters Score -1319790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -974191.437500 Penalty: 1342.323975
	Iteration 0F: 2 clusters Score -974191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -968532.500000 Penalty: 2684.647949
	Iteration 0F: 3 clusters Score -968532.5 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -970379.562500 Penalty: 2684.647949
	Iteration 1F: 3 clusters Score -970379.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -970642.687500 Penalty: 2684.647949
	Iteration 2F: 3 clusters Score -970642.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -970816.687500 Penalty: 2684.647949
	Iteration 3Q: 3 clusters Score -970816.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -970941.937500 Penalty: 2684.647949
	Iteration 4Q: 3 clusters Score -970941.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -971036.687500 Penalty: 2684.647949
	Iteration 5Q: 3 clusters Score -971036.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -971104.500000 Penalty: 2684.647949
	Iteration 6Q: 3 clusters Score -971104.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -971171.750000 Penalty: 2684.647949
	Iteration 7Q: 3 clusters Score -971171.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -971239.875000 Penalty: 2684.647949
	Iteration 8Q: 3 clusters Score -971239.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -971298.750000 Penalty: 2684.647949
	Iteration 9Q: 3 clusters Score -971298.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -971360.187500 Penalty: 2684.647949
	Iteration 10Q: 3 clusters Score -971360.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -971425.875000 Penalty: 2684.647949
	Iteration 11Q: 3 clusters Score -971425.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -971502.437500 Penalty: 2684.647949
	Iteration 12Q: 3 clusters Score -971502.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -971590.125000 Penalty: 2684.647949
	Iteration 13Q: 3 clusters Score -971590.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -971687.750000 Penalty: 2684.647949
	Iteration 14Q: 3 clusters Score -971687.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -971806.375000 Penalty: 2684.647949
	Iteration 15Q: 3 clusters Score -971806.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -971930.687500 Penalty: 2684.647949
	Iteration 16Q: 3 clusters Score -971930.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -972076.437500 Penalty: 2684.647949
	Iteration 17Q: 3 clusters Score -972076.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -972215.562500 Penalty: 2684.647949
	Iteration 18Q: 3 clusters Score -972215.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -972358.375000 Penalty: 2684.647949
	Iteration 19Q: 3 clusters Score -972358.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -972501.125000 Penalty: 2684.647949
	Iteration 20F: 3 clusters Score -972501.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -972637.375000 Penalty: 2684.647949
	Iteration 21Q: 3 clusters Score -972637.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -972750.750000 Penalty: 2684.647949
	Iteration 22Q: 3 clusters Score -972750.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -972832.000000 Penalty: 2684.647949
	Iteration 23Q: 3 clusters Score -972832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -972878.625000 Penalty: 2684.647949
	Iteration 24Q: 3 clusters Score -972878.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -972925.437500 Penalty: 2684.647949
	Iteration 25Q: 3 clusters Score -972925.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -972966.625000 Penalty: 2684.647949
	Iteration 26Q: 3 clusters Score -972966.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -973002.062500 Penalty: 2684.647949
	Iteration 27Q: 3 clusters Score -973002.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -973030.937500 Penalty: 2684.647949
	Iteration 28Q: 3 clusters Score -973030.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -973060.312500 Penalty: 2684.647949
	Iteration 29Q: 3 clusters Score -973060.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -973079.062500 Penalty: 2684.647949
	Iteration 30Q: 3 clusters Score -973079.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -973097.625000 Penalty: 2684.647949
	Iteration 31Q: 3 clusters Score -973097.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -973109.812500 Penalty: 2684.647949
	Iteration 32Q: 3 clusters Score -973109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -973116.375000 Penalty: 2684.647949
	Iteration 33Q: 3 clusters Score -973116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -973124.625000 Penalty: 2684.647949
	Iteration 34Q: 3 clusters Score -973124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -973128.625000 Penalty: 2684.647949
	Iteration 35Q: 3 clusters Score -973128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -973134.437500 Penalty: 2684.647949
	Iteration 36Q: 3 clusters Score -973134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -973136.875000 Penalty: 2684.647949
	Iteration 37Q: 3 clusters Score -973136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -973139.437500 Penalty: 2684.647949
	Iteration 38Q: 3 clusters Score -973139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -973141.500000 Penalty: 2684.647949
	Iteration 39Q: 3 clusters Score -973141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -973140.875000 Penalty: 2684.647949
	Iteration 40F: 3 clusters Score -973140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -973142.312500 Penalty: 2684.647949
	Iteration 41Q: 3 clusters Score -973142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -973144.125000 Penalty: 2684.647949
	Iteration 42Q: 3 clusters Score -973144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -973144.125000 Penalty: 2684.647949
	Iteration 43F: 3 clusters Score -973144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Entering Unmasked Estep 
Score: -3239976.000000 Penalty: 1520.667358
	Iteration 0F: 2 clusters Score -3239976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3222134.500000 Penalty: 3041.334717
	Iteration 0F: 3 clusters Score -3222134 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3228806.500000 Penalty: 3041.334717
	Iteration 1F: 3 clusters Score -3228806 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3229302.250000 Penalty: 3041.334717
	Iteration 2F: 3 clusters Score -3229302 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3229818.000000 Penalty: 3041.334717
	Iteration 3Q: 3 clusters Score -3229818 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3230388.250000 Penalty: 3041.334717
	Iteration 4Q: 3 clusters Score -3230388 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3231171.000000 Penalty: 3041.334717
	Iteration 5Q: 3 clusters Score -3231171 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3232110.250000 Penalty: 3041.334717
	Iteration 6F: 3 clusters Score -3232110 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3233040.750000 Penalty: 3041.334717
	Iteration 7F: 3 clusters Score -3233041 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3233703.500000 Penalty: 3041.334717
	Iteration 8F: 3 clusters Score -3233704 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3234180.750000 Penalty: 3041.334717
	Iteration 9Q: 3 clusters Score -3234181 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3234459.500000 Penalty: 3041.334717
	Iteration 10Q: 3 clusters Score -3234460 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3234665.500000 Penalty: 3041.334717
	Iteration 11Q: 3 clusters Score -3234666 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3234795.250000 Penalty: 3041.334717
	Iteration 12Q: 3 clusters Score -3234795 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3234882.250000 Penalty: 3041.334717
	Iteration 13Q: 3 clusters Score -3234882 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3234930.500000 Penalty: 3041.334717
	Iteration 14Q: 3 clusters Score -3234930 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3234966.250000 Penalty: 3041.334717
	Iteration 15Q: 3 clusters Score -3234966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3234996.250000 Penalty: 3041.334717
	Iteration 16Q: 3 clusters Score -3234996 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3235028.750000 Penalty: 3041.334717
	Iteration 17Q: 3 clusters Score -3235029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3235052.500000 Penalty: 3041.334717
	Iteration 18Q: 3 clusters Score -3235052 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3235059.000000 Penalty: 3041.334717
	Iteration 19Q: 3 clusters Score -3235059 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3235084.000000 Penalty: 3041.334717
	Iteration 20F: 3 clusters Score -3235084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3235103.750000 Penalty: 3041.334717
	Iteration 21Q: 3 clusters Score -3235104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3235152.500000 Penalty: 3041.334717
	Iteration 22Q: 3 clusters Score -3235152 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3235162.000000 Penalty: 3041.334717
	Iteration 23Q: 3 clusters Score -3235162 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3235183.500000 Penalty: 3041.334717
	Iteration 24Q: 3 clusters Score -3235184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3235214.750000 Penalty: 3041.334717
	Iteration 25Q: 3 clusters Score -3235215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3235250.750000 Penalty: 3041.334717
	Iteration 26Q: 3 clusters Score -3235251 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3235296.250000 Penalty: 3041.334717
	Iteration 27Q: 3 clusters Score -3235296 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3235353.000000 Penalty: 3041.334717
	Iteration 28Q: 3 clusters Score -3235353 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3235422.250000 Penalty: 3041.334717
	Iteration 29Q: 3 clusters Score -3235422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3235510.500000 Penalty: 3041.334717
	Iteration 30Q: 3 clusters Score -3235510 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3235612.500000 Penalty: 3041.334717
	Iteration 31Q: 3 clusters Score -3235612 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3235761.500000 Penalty: 3041.334717
	Iteration 32Q: 3 clusters Score -3235762 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3235962.000000 Penalty: 3041.334717
	Iteration 33Q: 3 clusters Score -3235962 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3236201.750000 Penalty: 3041.334717
	Iteration 34Q: 3 clusters Score -3236202 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3236514.500000 Penalty: 3041.334717
	Iteration 35Q: 3 clusters Score -3236514 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3236868.250000 Penalty: 3041.334717
	Iteration 36Q: 3 clusters Score -3236868 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3237309.000000 Penalty: 3041.334717
	Iteration 37Q: 3 clusters Score -3237309 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3237766.250000 Penalty: 3041.334717
	Iteration 38Q: 3 clusters Score -3237766 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3238162.000000 Penalty: 3041.334717
	Iteration 39Q: 3 clusters Score -3238162 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3238483.500000 Penalty: 3041.334717
	Iteration 40F: 3 clusters Score -3238484 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3238723.250000 Penalty: 3041.334717
	Iteration 41Q: 3 clusters Score -3238723 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3238903.750000 Penalty: 3041.334717
	Iteration 42Q: 3 clusters Score -3238904 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3239044.000000 Penalty: 3041.334717
	Iteration 43Q: 3 clusters Score -3239044 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3239160.000000 Penalty: 3041.334717
	Iteration 44Q: 3 clusters Score -3239160 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3239278.250000 Penalty: 3041.334717
	Iteration 45Q: 3 clusters Score -3239278 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3239365.000000 Penalty: 3041.334717
	Iteration 46Q: 3 clusters Score -3239365 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3239442.250000 Penalty: 3041.334717
	Iteration 47Q: 3 clusters Score -3239442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3239513.000000 Penalty: 3041.334717
	Iteration 48Q: 3 clusters Score -3239513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3239574.500000 Penalty: 3041.334717
	Iteration 49Q: 3 clusters Score -3239574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3239605.250000 Penalty: 3041.334717
	Iteration 50Q: 3 clusters Score -3239605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3239642.500000 Penalty: 3041.334717
	Iteration 51Q: 3 clusters Score -3239642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3239660.500000 Penalty: 3041.334717
	Iteration 52Q: 3 clusters Score -3239660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3239681.000000 Penalty: 3041.334717
	Iteration 53Q: 3 clusters Score -3239681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3239679.250000 Penalty: 3041.334717
	Iteration 54Q: 3 clusters Score -3239679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3239687.750000 Penalty: 3041.334717
	Iteration 55Q: 3 clusters Score -3239688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3239697.250000 Penalty: 3041.334717
	Iteration 56Q: 3 clusters Score -3239697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3239698.500000 Penalty: 3041.334717
	Iteration 57Q: 3 clusters Score -3239698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3239705.250000 Penalty: 3041.334717
	Iteration 58Q: 3 clusters Score -3239705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3239701.750000 Penalty: 3041.334717
	Iteration 59Q: 3 clusters Score -3239702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3239705.000000 Penalty: 3041.334717
	Iteration 60F: 3 clusters Score -3239705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3239701.500000 Penalty: 3041.334717
	Iteration 61Q: 3 clusters Score -3239702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3239706.000000 Penalty: 3041.334717
	Iteration 62Q: 3 clusters Score -3239706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3239711.500000 Penalty: 3041.334717
	Iteration 63Q: 3 clusters Score -3239712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3239721.250000 Penalty: 3041.334717
	Iteration 64Q: 3 clusters Score -3239721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3239721.500000 Penalty: 3041.334717
	Iteration 65Q: 3 clusters Score -3239722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3239719.750000 Penalty: 3041.334717
	Iteration 66Q: 3 clusters Score -3239720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3239720.250000 Penalty: 3041.334717
	Iteration 67Q: 3 clusters Score -3239720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3239720.000000 Penalty: 3041.334717
	Iteration 68Q: 3 clusters Score -3239720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3239720.500000 Penalty: 3041.334717
	Iteration 69Q: 3 clusters Score -3239720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3239720.500000 Penalty: 3041.334717
	Iteration 70F: 3 clusters Score -3239720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Entering Unmasked Estep 
Score: -5361808.000000 Penalty: 1597.627686
	Iteration 0F: 2 clusters Score -5361808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -5331857.000000 Penalty: 3195.255371
	Iteration 0F: 3 clusters Score -5331857 nChanged 21134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5343493.000000 Penalty: 3195.255371
	Iteration 1F: 3 clusters Score -5343493 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5344115.500000 Penalty: 3195.255371
	Iteration 2Q: 3 clusters Score -5344116 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5344760.000000 Penalty: 3195.255371
	Iteration 3Q: 3 clusters Score -5344760 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5345480.000000 Penalty: 3195.255371
	Iteration 4Q: 3 clusters Score -5345480 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -5346250.000000 Penalty: 3195.255371
	Iteration 5Q: 3 clusters Score -5346250 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5347077.000000 Penalty: 3195.255371
	Iteration 6Q: 3 clusters Score -5347077 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5347961.500000 Penalty: 3195.255371
	Iteration 7Q: 3 clusters Score -5347962 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -5348854.500000 Penalty: 3195.255371
	Iteration 8Q: 3 clusters Score -5348854 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5349768.000000 Penalty: 3195.255371
	Iteration 9Q: 3 clusters Score -5349768 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5350654.500000 Penalty: 3195.255371
	Iteration 10Q: 3 clusters Score -5350654 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5351499.500000 Penalty: 3195.255371
	Iteration 11Q: 3 clusters Score -5351500 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5352309.500000 Penalty: 3195.255371
	Iteration 12Q: 3 clusters Score -5352310 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -5353126.500000 Penalty: 3195.255371
	Iteration 13Q: 3 clusters Score -5353126 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5353934.000000 Penalty: 3195.255371
	Iteration 14Q: 3 clusters Score -5353934 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5354634.500000 Penalty: 3195.255371
	Iteration 15Q: 3 clusters Score -5354634 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -5355157.000000 Penalty: 3195.255371
	Iteration 16Q: 3 clusters Score -5355157 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -5355491.500000 Penalty: 3195.255371
	Iteration 17Q: 3 clusters Score -5355492 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5355710.500000 Penalty: 3195.255371
	Iteration 18Q: 3 clusters Score -5355710 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5355852.000000 Penalty: 3195.255371
	Iteration 19Q: 3 clusters Score -5355852 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5355964.000000 Penalty: 3195.255371
	Iteration 20F: 3 clusters Score -5355964 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -5356100.500000 Penalty: 3195.255371
	Iteration 21Q: 3 clusters Score -5356100 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5356247.000000 Penalty: 3195.255371
	Iteration 22Q: 3 clusters Score -5356247 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5356403.500000 Penalty: 3195.255371
	Iteration 23Q: 3 clusters Score -5356404 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -5356566.500000 Penalty: 3195.255371
	Iteration 24Q: 3 clusters Score -5356566 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -5356755.000000 Penalty: 3195.255371
	Iteration 25Q: 3 clusters Score -5356755 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5356943.000000 Penalty: 3195.255371
	Iteration 26Q: 3 clusters Score -5356943 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -5357076.500000 Penalty: 3195.255371
	Iteration 27Q: 3 clusters Score -5357076 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -5357258.000000 Penalty: 3195.255371
	Iteration 28Q: 3 clusters Score -5357258 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5357462.500000 Penalty: 3195.255371
	Iteration 29Q: 3 clusters Score -5357462 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5357695.000000 Penalty: 3195.255371
	Iteration 30Q: 3 clusters Score -5357695 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5357922.500000 Penalty: 3195.255371
	Iteration 31Q: 3 clusters Score -5357922 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5358106.000000 Penalty: 3195.255371
	Iteration 32Q: 3 clusters Score -5358106 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5358275.000000 Penalty: 3195.255371
	Iteration 33Q: 3 clusters Score -5358275 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5358423.000000 Penalty: 3195.255371
	Iteration 34Q: 3 clusters Score -5358423 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5358599.000000 Penalty: 3195.255371
	Iteration 35Q: 3 clusters Score -5358599 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5358746.000000 Penalty: 3195.255371
	Iteration 36Q: 3 clusters Score -5358746 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5358911.500000 Penalty: 3195.255371
	Iteration 37Q: 3 clusters Score -5358912 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5359073.500000 Penalty: 3195.255371
	Iteration 38Q: 3 clusters Score -5359074 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5359212.500000 Penalty: 3195.255371
	Iteration 39Q: 3 clusters Score -5359212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5359368.500000 Penalty: 3195.255371
	Iteration 40F: 3 clusters Score -5359368 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5359512.500000 Penalty: 3195.255371
	Iteration 41Q: 3 clusters Score -5359512 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5359638.000000 Penalty: 3195.255371
	Iteration 42Q: 3 clusters Score -5359638 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5359752.000000 Penalty: 3195.255371
	Iteration 43Q: 3 clusters Score -5359752 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5359842.000000 Penalty: 3195.255371
	Iteration 44Q: 3 clusters Score -5359842 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5359939.000000 Penalty: 3195.255371
	Iteration 45Q: 3 clusters Score -5359939 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5360010.000000 Penalty: 3195.255371
	Iteration 46Q: 3 clusters Score -5360010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -5360094.500000 Penalty: 3195.255371
	Iteration 47Q: 3 clusters Score -5360094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5360158.500000 Penalty: 3195.255371
	Iteration 48Q: 3 clusters Score -5360158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -5360198.500000 Penalty: 3195.255371
	Iteration 49Q: 3 clusters Score -5360198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -5360231.500000 Penalty: 3195.255371
	Iteration 50Q: 3 clusters Score -5360232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5360260.500000 Penalty: 3195.255371
	Iteration 51Q: 3 clusters Score -5360260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5360281.000000 Penalty: 3195.255371
	Iteration 52Q: 3 clusters Score -5360281 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -5360336.000000 Penalty: 3195.255371
	Iteration 53Q: 3 clusters Score -5360336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -5360374.000000 Penalty: 3195.255371
	Iteration 54Q: 3 clusters Score -5360374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -5360395.000000 Penalty: 3195.255371
	Iteration 55Q: 3 clusters Score -5360395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -5360413.000000 Penalty: 3195.255371
	Iteration 56Q: 3 clusters Score -5360413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5360422.500000 Penalty: 3195.255371
	Iteration 57Q: 3 clusters Score -5360422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -5360446.000000 Penalty: 3195.255371
	Iteration 58Q: 3 clusters Score -5360446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5360455.500000 Penalty: 3195.255371
	Iteration 59Q: 3 clusters Score -5360456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5360467.000000 Penalty: 3195.255371
	Iteration 60F: 3 clusters Score -5360467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5360479.000000 Penalty: 3195.255371
	Iteration 61Q: 3 clusters Score -5360479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5360492.500000 Penalty: 3195.255371
	Iteration 62Q: 3 clusters Score -5360492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5360491.000000 Penalty: 3195.255371
	Iteration 63Q: 3 clusters Score -5360491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5360495.500000 Penalty: 3195.255371
	Iteration 64Q: 3 clusters Score -5360496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -5360509.500000 Penalty: 3195.255371
	Iteration 65Q: 3 clusters Score -5360510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5360514.000000 Penalty: 3195.255371
	Iteration 66Q: 3 clusters Score -5360514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5360525.000000 Penalty: 3195.255371
	Iteration 67Q: 3 clusters Score -5360525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5360527.500000 Penalty: 3195.255371
	Iteration 68Q: 3 clusters Score -5360528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -5360534.500000 Penalty: 3195.255371
	Iteration 69Q: 3 clusters Score -5360534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -5360544.500000 Penalty: 3195.255371
	Iteration 70Q: 3 clusters Score -5360544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5360550.500000 Penalty: 3195.255371
	Iteration 71Q: 3 clusters Score -5360550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5360558.500000 Penalty: 3195.255371
	Iteration 72Q: 3 clusters Score -5360558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -5360559.000000 Penalty: 3195.255371
	Iteration 73Q: 3 clusters Score -5360559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5360559.500000 Penalty: 3195.255371
	Iteration 74Q: 3 clusters Score -5360560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5360562.000000 Penalty: 3195.255371
	Iteration 75Q: 3 clusters Score -5360562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -5360561.000000 Penalty: 3195.255371
	Iteration 76Q: 3 clusters Score -5360561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -5360563.500000 Penalty: 3195.255371
	Iteration 77Q: 3 clusters Score -5360564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5360563.000000 Penalty: 3195.255371
	Iteration 78Q: 3 clusters Score -5360563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5360569.000000 Penalty: 3195.255371
	Iteration 79Q: 3 clusters Score -5360569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5360568.000000 Penalty: 3195.255371
	Iteration 80F: 3 clusters Score -5360568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5360571.500000 Penalty: 3195.255371
	Iteration 81Q: 3 clusters Score -5360572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5360571.500000 Penalty: 3195.255371
	Iteration 82F: 3 clusters Score -5360572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Entering Unmasked Estep 
Score: -2206282.250000 Penalty: 1473.079956
	Iteration 0F: 2 clusters Score -2206282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2193152.250000 Penalty: 2946.159912
	Iteration 0F: 3 clusters Score -2193152 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2197959.000000 Penalty: 2946.159912
	Iteration 1F: 3 clusters Score -2197959 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2198432.000000 Penalty: 2946.159912
	Iteration 2F: 3 clusters Score -2198432 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2198829.000000 Penalty: 2946.159912
	Iteration 3F: 3 clusters Score -2198829 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2199145.000000 Penalty: 2946.159912
	Iteration 4Q: 3 clusters Score -2199145 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2199451.750000 Penalty: 2946.159912
	Iteration 5Q: 3 clusters Score -2199452 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2199733.000000 Penalty: 2946.159912
	Iteration 6Q: 3 clusters Score -2199733 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2200019.000000 Penalty: 2946.159912
	Iteration 7Q: 3 clusters Score -2200019 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2200359.000000 Penalty: 2946.159912
	Iteration 8Q: 3 clusters Score -2200359 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2200769.750000 Penalty: 2946.159912
	Iteration 9Q: 3 clusters Score -2200770 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2201203.250000 Penalty: 2946.159912
	Iteration 10Q: 3 clusters Score -2201203 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2201715.500000 Penalty: 2946.159912
	Iteration 11Q: 3 clusters Score -2201716 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2202165.500000 Penalty: 2946.159912
	Iteration 12Q: 3 clusters Score -2202166 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2202519.000000 Penalty: 2946.159912
	Iteration 13Q: 3 clusters Score -2202519 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2202761.250000 Penalty: 2946.159912
	Iteration 14Q: 3 clusters Score -2202761 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2202941.250000 Penalty: 2946.159912
	Iteration 15Q: 3 clusters Score -2202941 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2203066.250000 Penalty: 2946.159912
	Iteration 16Q: 3 clusters Score -2203066 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2203176.000000 Penalty: 2946.159912
	Iteration 17Q: 3 clusters Score -2203176 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2203275.000000 Penalty: 2946.159912
	Iteration 18Q: 3 clusters Score -2203275 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2203357.250000 Penalty: 2946.159912
	Iteration 19Q: 3 clusters Score -2203357 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2203429.000000 Penalty: 2946.159912
	Iteration 20F: 3 clusters Score -2203429 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2203494.750000 Penalty: 2946.159912
	Iteration 21Q: 3 clusters Score -2203495 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2203549.500000 Penalty: 2946.159912
	Iteration 22Q: 3 clusters Score -2203550 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2203597.000000 Penalty: 2946.159912
	Iteration 23Q: 3 clusters Score -2203597 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2203644.500000 Penalty: 2946.159912
	Iteration 24Q: 3 clusters Score -2203644 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2203689.250000 Penalty: 2946.159912
	Iteration 25Q: 3 clusters Score -2203689 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2203721.750000 Penalty: 2946.159912
	Iteration 26Q: 3 clusters Score -2203722 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2203754.250000 Penalty: 2946.159912
	Iteration 27Q: 3 clusters Score -2203754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2203778.750000 Penalty: 2946.159912
	Iteration 28Q: 3 clusters Score -2203779 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2203797.250000 Penalty: 2946.159912
	Iteration 29Q: 3 clusters Score -2203797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2203816.250000 Penalty: 2946.159912
	Iteration 30Q: 3 clusters Score -2203816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2203836.500000 Penalty: 2946.159912
	Iteration 31Q: 3 clusters Score -2203836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2203848.250000 Penalty: 2946.159912
	Iteration 32Q: 3 clusters Score -2203848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2203870.000000 Penalty: 2946.159912
	Iteration 33Q: 3 clusters Score -2203870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2203888.500000 Penalty: 2946.159912
	Iteration 34Q: 3 clusters Score -2203888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2203903.500000 Penalty: 2946.159912
	Iteration 35Q: 3 clusters Score -2203904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2203911.500000 Penalty: 2946.159912
	Iteration 36Q: 3 clusters Score -2203912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2203922.750000 Penalty: 2946.159912
	Iteration 37Q: 3 clusters Score -2203923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2203929.250000 Penalty: 2946.159912
	Iteration 38Q: 3 clusters Score -2203929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2203932.500000 Penalty: 2946.159912
	Iteration 39Q: 3 clusters Score -2203932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2203937.500000 Penalty: 2946.159912
	Iteration 40F: 3 clusters Score -2203938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2203942.750000 Penalty: 2946.159912
	Iteration 41Q: 3 clusters Score -2203943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2203942.000000 Penalty: 2946.159912
	Iteration 42Q: 3 clusters Score -2203942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2203948.250000 Penalty: 2946.159912
	Iteration 43Q: 3 clusters Score -2203948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2203949.250000 Penalty: 2946.159912
	Iteration 44Q: 3 clusters Score -2203949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2203955.250000 Penalty: 2946.159912
	Iteration 45Q: 3 clusters Score -2203955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2203952.000000 Penalty: 2946.159912
	Iteration 46Q: 3 clusters Score -2203952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2203950.750000 Penalty: 2946.159912
	Iteration 47Q: 3 clusters Score -2203951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2203957.500000 Penalty: 2946.159912
	Iteration 48Q: 3 clusters Score -2203958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2203956.250000 Penalty: 2946.159912
	Iteration 49Q: 3 clusters Score -2203956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2203954.750000 Penalty: 2946.159912
	Iteration 50Q: 3 clusters Score -2203955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2203955.250000 Penalty: 2946.159912
	Iteration 51Q: 3 clusters Score -2203955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2203952.500000 Penalty: 2946.159912
	Iteration 52Q: 3 clusters Score -2203952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2203952.500000 Penalty: 2946.159912
	Iteration 53F: 3 clusters Score -2203952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1320232.500000 Penalty: 1397.193481
	Iteration 0F: 2 clusters Score -1320232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1312336.375000 Penalty: 2794.386963
	Iteration 0F: 3 clusters Score -1312336 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1315087.375000 Penalty: 2794.386963
	Iteration 1F: 3 clusters Score -1315087 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1315555.500000 Penalty: 2794.386963
	Iteration 2F: 3 clusters Score -1315556 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1315990.625000 Penalty: 2794.386963
	Iteration 3F: 3 clusters Score -1315991 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1316431.750000 Penalty: 2794.386963
	Iteration 4F: 3 clusters Score -1316432 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1316963.750000 Penalty: 2794.386963
	Iteration 5F: 3 clusters Score -1316964 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1317482.625000 Penalty: 2794.386963
	Iteration 6F: 3 clusters Score -1317483 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1317948.500000 Penalty: 2794.386963
	Iteration 7F: 3 clusters Score -1317948 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1318333.250000 Penalty: 2794.386963
	Iteration 8Q: 3 clusters Score -1318333 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1318649.750000 Penalty: 2794.386963
	Iteration 9Q: 3 clusters Score -1318650 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1318895.125000 Penalty: 2794.386963
	Iteration 10Q: 3 clusters Score -1318895 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1319059.250000 Penalty: 2794.386963
	Iteration 11Q: 3 clusters Score -1319059 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1319180.375000 Penalty: 2794.386963
	Iteration 12Q: 3 clusters Score -1319180 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1319257.750000 Penalty: 2794.386963
	Iteration 13Q: 3 clusters Score -1319258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1319309.000000 Penalty: 2794.386963
	Iteration 14Q: 3 clusters Score -1319309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1319374.750000 Penalty: 2794.386963
	Iteration 15Q: 3 clusters Score -1319375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1319426.500000 Penalty: 2794.386963
	Iteration 16Q: 3 clusters Score -1319426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1319464.625000 Penalty: 2794.386963
	Iteration 17Q: 3 clusters Score -1319465 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1319497.875000 Penalty: 2794.386963
	Iteration 18Q: 3 clusters Score -1319498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1319525.375000 Penalty: 2794.386963
	Iteration 19Q: 3 clusters Score -1319525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1319548.750000 Penalty: 2794.386963
	Iteration 20F: 3 clusters Score -1319549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1319569.625000 Penalty: 2794.386963
	Iteration 21Q: 3 clusters Score -1319570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1319590.500000 Penalty: 2794.386963
	Iteration 22Q: 3 clusters Score -1319590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1319604.000000 Penalty: 2794.386963
	Iteration 23Q: 3 clusters Score -1319604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1319619.000000 Penalty: 2794.386963
	Iteration 24Q: 3 clusters Score -1319619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1319639.875000 Penalty: 2794.386963
	Iteration 25Q: 3 clusters Score -1319640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1319654.125000 Penalty: 2794.386963
	Iteration 26Q: 3 clusters Score -1319654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1319669.625000 Penalty: 2794.386963
	Iteration 27Q: 3 clusters Score -1319670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1319686.250000 Penalty: 2794.386963
	Iteration 28Q: 3 clusters Score -1319686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1319693.000000 Penalty: 2794.386963
	Iteration 29Q: 3 clusters Score -1319693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1319700.500000 Penalty: 2794.386963
	Iteration 30Q: 3 clusters Score -1319700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1319709.250000 Penalty: 2794.386963
	Iteration 31Q: 3 clusters Score -1319709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1319718.250000 Penalty: 2794.386963
	Iteration 32Q: 3 clusters Score -1319718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1319740.500000 Penalty: 2794.386963
	Iteration 33Q: 3 clusters Score -1319740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1319759.250000 Penalty: 2794.386963
	Iteration 34Q: 3 clusters Score -1319759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1319776.625000 Penalty: 2794.386963
	Iteration 35Q: 3 clusters Score -1319777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1319790.625000 Penalty: 2794.386963
	Iteration 36Q: 3 clusters Score -1319791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1319807.000000 Penalty: 2794.386963
	Iteration 37Q: 3 clusters Score -1319807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1319826.875000 Penalty: 2794.386963
	Iteration 38Q: 3 clusters Score -1319827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1319848.375000 Penalty: 2794.386963
	Iteration 39Q: 3 clusters Score -1319848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1319867.375000 Penalty: 2794.386963
	Iteration 40F: 3 clusters Score -1319867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1319885.250000 Penalty: 2794.386963
	Iteration 41Q: 3 clusters Score -1319885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1319899.625000 Penalty: 2794.386963
	Iteration 42Q: 3 clusters Score -1319900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1319906.625000 Penalty: 2794.386963
	Iteration 43Q: 3 clusters Score -1319907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1319914.250000 Penalty: 2794.386963
	Iteration 44Q: 3 clusters Score -1319914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1319922.000000 Penalty: 2794.386963
	Iteration 45Q: 3 clusters Score -1319922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1319929.375000 Penalty: 2794.386963
	Iteration 46Q: 3 clusters Score -1319929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1319934.625000 Penalty: 2794.386963
	Iteration 47Q: 3 clusters Score -1319935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1319940.125000 Penalty: 2794.386963
	Iteration 48Q: 3 clusters Score -1319940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1319943.250000 Penalty: 2794.386963
	Iteration 49Q: 3 clusters Score -1319943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1319949.125000 Penalty: 2794.386963
	Iteration 50Q: 3 clusters Score -1319949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1319954.375000 Penalty: 2794.386963
	Iteration 51Q: 3 clusters Score -1319954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1319961.500000 Penalty: 2794.386963
	Iteration 52Q: 3 clusters Score -1319962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1319963.375000 Penalty: 2794.386963
	Iteration 53Q: 3 clusters Score -1319963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1319968.125000 Penalty: 2794.386963
	Iteration 54Q: 3 clusters Score -1319968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1319972.625000 Penalty: 2794.386963
	Iteration 55Q: 3 clusters Score -1319973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1319978.375000 Penalty: 2794.386963
	Iteration 56Q: 3 clusters Score -1319978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1319985.625000 Penalty: 2794.386963
	Iteration 57Q: 3 clusters Score -1319986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1319992.125000 Penalty: 2794.386963
	Iteration 58Q: 3 clusters Score -1319992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1319994.125000 Penalty: 2794.386963
	Iteration 59Q: 3 clusters Score -1319994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1319996.250000 Penalty: 2794.386963
	Iteration 60F: 3 clusters Score -1319996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1319997.875000 Penalty: 2794.386963
	Iteration 61Q: 3 clusters Score -1319998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1319999.875000 Penalty: 2794.386963
	Iteration 62Q: 3 clusters Score -1320000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1320001.875000 Penalty: 2794.386963
	Iteration 63Q: 3 clusters Score -1320002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1320001.750000 Penalty: 2794.386963
	Iteration 64Q: 3 clusters Score -1320002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1319998.500000 Penalty: 2794.386963
	Iteration 65Q: 3 clusters Score -1319998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1320000.500000 Penalty: 2794.386963
	Iteration 66Q: 3 clusters Score -1320000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1320001.000000 Penalty: 2794.386963
	Iteration 67Q: 3 clusters Score -1320001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1320001.000000 Penalty: 2794.386963
	Iteration 68F: 3 clusters Score -1320001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Entering Unmasked Estep 
Score: -2584758.000000 Penalty: 1487.949707
	Iteration 0F: 2 clusters Score -2584758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2570427.500000 Penalty: 2975.899414
	Iteration 0F: 3 clusters Score -2570428 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2575622.500000 Penalty: 2975.899414
	Iteration 1F: 3 clusters Score -2575622 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2576029.500000 Penalty: 2975.899414
	Iteration 2F: 3 clusters Score -2576030 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2576391.250000 Penalty: 2975.899414
	Iteration 3Q: 3 clusters Score -2576391 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2576761.000000 Penalty: 2975.899414
	Iteration 4Q: 3 clusters Score -2576761 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2577146.750000 Penalty: 2975.899414
	Iteration 5Q: 3 clusters Score -2577147 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2577663.750000 Penalty: 2975.899414
	Iteration 6Q: 3 clusters Score -2577664 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2578324.250000 Penalty: 2975.899414
	Iteration 7F: 3 clusters Score -2578324 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2579139.000000 Penalty: 2975.899414
	Iteration 8F: 3 clusters Score -2579139 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2580084.250000 Penalty: 2975.899414
	Iteration 9F: 3 clusters Score -2580084 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2581072.250000 Penalty: 2975.899414
	Iteration 10F: 3 clusters Score -2581072 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2581954.250000 Penalty: 2975.899414
	Iteration 11Q: 3 clusters Score -2581954 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2582582.750000 Penalty: 2975.899414
	Iteration 12Q: 3 clusters Score -2582583 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2582925.500000 Penalty: 2975.899414
	Iteration 13Q: 3 clusters Score -2582926 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2583177.750000 Penalty: 2975.899414
	Iteration 14Q: 3 clusters Score -2583178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2583297.750000 Penalty: 2975.899414
	Iteration 15Q: 3 clusters Score -2583298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2583373.750000 Penalty: 2975.899414
	Iteration 16Q: 3 clusters Score -2583374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2583437.500000 Penalty: 2975.899414
	Iteration 17Q: 3 clusters Score -2583438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2583466.500000 Penalty: 2975.899414
	Iteration 18Q: 3 clusters Score -2583466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2583499.250000 Penalty: 2975.899414
	Iteration 19Q: 3 clusters Score -2583499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2583519.250000 Penalty: 2975.899414
	Iteration 20F: 3 clusters Score -2583519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2583533.250000 Penalty: 2975.899414
	Iteration 21Q: 3 clusters Score -2583533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2583538.750000 Penalty: 2975.899414
	Iteration 22Q: 3 clusters Score -2583539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2583547.500000 Penalty: 2975.899414
	Iteration 23Q: 3 clusters Score -2583548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2583553.750000 Penalty: 2975.899414
	Iteration 24Q: 3 clusters Score -2583554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2583560.500000 Penalty: 2975.899414
	Iteration 25Q: 3 clusters Score -2583560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2583564.250000 Penalty: 2975.899414
	Iteration 26Q: 3 clusters Score -2583564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2583574.750000 Penalty: 2975.899414
	Iteration 27Q: 3 clusters Score -2583575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2583584.750000 Penalty: 2975.899414
	Iteration 28Q: 3 clusters Score -2583585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2583589.500000 Penalty: 2975.899414
	Iteration 29Q: 3 clusters Score -2583590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2583594.250000 Penalty: 2975.899414
	Iteration 30Q: 3 clusters Score -2583594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2583597.250000 Penalty: 2975.899414
	Iteration 31Q: 3 clusters Score -2583597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2583598.500000 Penalty: 2975.899414
	Iteration 32Q: 3 clusters Score -2583598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2583598.250000 Penalty: 2975.899414
	Iteration 33Q: 3 clusters Score -2583598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2583601.750000 Penalty: 2975.899414
	Iteration 34Q: 3 clusters Score -2583602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2583604.750000 Penalty: 2975.899414
	Iteration 35Q: 3 clusters Score -2583605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2583612.250000 Penalty: 2975.899414
	Iteration 36Q: 3 clusters Score -2583612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2583616.250000 Penalty: 2975.899414
	Iteration 37Q: 3 clusters Score -2583616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2583618.750000 Penalty: 2975.899414
	Iteration 38Q: 3 clusters Score -2583619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2583620.250000 Penalty: 2975.899414
	Iteration 39Q: 3 clusters Score -2583620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2583623.500000 Penalty: 2975.899414
	Iteration 40F: 3 clusters Score -2583624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Entering Unmasked Estep 
Score: -1589246.375000 Penalty: 1423.449829
	Iteration 0F: 2 clusters Score -1589246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1579737.125000 Penalty: 2846.899658
	Iteration 0F: 3 clusters Score -1579737 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1582980.500000 Penalty: 2846.899658
	Iteration 1F: 3 clusters Score -1582980 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1583384.750000 Penalty: 2846.899658
	Iteration 2F: 3 clusters Score -1583385 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1583740.625000 Penalty: 2846.899658
	Iteration 3F: 3 clusters Score -1583741 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1584096.250000 Penalty: 2846.899658
	Iteration 4F: 3 clusters Score -1584096 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1584438.750000 Penalty: 2846.899658
	Iteration 5Q: 3 clusters Score -1584439 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1584784.000000 Penalty: 2846.899658
	Iteration 6Q: 3 clusters Score -1584784 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1585157.250000 Penalty: 2846.899658
	Iteration 7Q: 3 clusters Score -1585157 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1585637.625000 Penalty: 2846.899658
	Iteration 8Q: 3 clusters Score -1585638 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1586206.125000 Penalty: 2846.899658
	Iteration 9F: 3 clusters Score -1586206 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1586770.625000 Penalty: 2846.899658
	Iteration 10Q: 3 clusters Score -1586771 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1587269.250000 Penalty: 2846.899658
	Iteration 11Q: 3 clusters Score -1587269 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1587678.625000 Penalty: 2846.899658
	Iteration 12Q: 3 clusters Score -1587679 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1588005.500000 Penalty: 2846.899658
	Iteration 13Q: 3 clusters Score -1588006 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1588188.875000 Penalty: 2846.899658
	Iteration 14Q: 3 clusters Score -1588189 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1588303.000000 Penalty: 2846.899658
	Iteration 15Q: 3 clusters Score -1588303 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1588386.500000 Penalty: 2846.899658
	Iteration 16Q: 3 clusters Score -1588386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1588457.375000 Penalty: 2846.899658
	Iteration 17Q: 3 clusters Score -1588457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1588513.875000 Penalty: 2846.899658
	Iteration 18Q: 3 clusters Score -1588514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1588560.625000 Penalty: 2846.899658
	Iteration 19Q: 3 clusters Score -1588561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1588591.500000 Penalty: 2846.899658
	Iteration 20F: 3 clusters Score -1588592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1588639.875000 Penalty: 2846.899658
	Iteration 21Q: 3 clusters Score -1588640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1588682.875000 Penalty: 2846.899658
	Iteration 22Q: 3 clusters Score -1588683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1588704.500000 Penalty: 2846.899658
	Iteration 23Q: 3 clusters Score -1588704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1588719.375000 Penalty: 2846.899658
	Iteration 24Q: 3 clusters Score -1588719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1588726.000000 Penalty: 2846.899658
	Iteration 25Q: 3 clusters Score -1588726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1588736.375000 Penalty: 2846.899658
	Iteration 26Q: 3 clusters Score -1588736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1588736.000000 Penalty: 2846.899658
	Iteration 27Q: 3 clusters Score -1588736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1588737.625000 Penalty: 2846.899658
	Iteration 28Q: 3 clusters Score -1588738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1588744.250000 Penalty: 2846.899658
	Iteration 29Q: 3 clusters Score -1588744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1588746.125000 Penalty: 2846.899658
	Iteration 30Q: 3 clusters Score -1588746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1588747.500000 Penalty: 2846.899658
	Iteration 31Q: 3 clusters Score -1588748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1588751.375000 Penalty: 2846.899658
	Iteration 32Q: 3 clusters Score -1588751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1588754.125000 Penalty: 2846.899658
	Iteration 33Q: 3 clusters Score -1588754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1588759.000000 Penalty: 2846.899658
	Iteration 34Q: 3 clusters Score -1588759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1588762.375000 Penalty: 2846.899658
	Iteration 35Q: 3 clusters Score -1588762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1588765.750000 Penalty: 2846.899658
	Iteration 36Q: 3 clusters Score -1588766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1588763.875000 Penalty: 2846.899658
	Iteration 37Q: 3 clusters Score -1588764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1588763.875000 Penalty: 2846.899658
	Iteration 38F: 3 clusters Score -1588764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -37181.101562 Penalty: 896.289001
	Iteration 0F: 2 clusters Score -37181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36322.304688 Penalty: 1792.578003
	Iteration 0F: 3 clusters Score -36322.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36501.125000 Penalty: 1792.578003
	Iteration 1F: 3 clusters Score -36501.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36532.457031 Penalty: 1792.578003
	Iteration 2Q: 3 clusters Score -36532.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36540.480469 Penalty: 1792.578003
	Iteration 3Q: 3 clusters Score -36540.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36555.777344 Penalty: 1792.578003
	Iteration 4Q: 3 clusters Score -36555.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36568.828125 Penalty: 1792.578003
	Iteration 5Q: 3 clusters Score -36568.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36578.156250 Penalty: 1792.578003
	Iteration 6Q: 3 clusters Score -36578.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36579.839844 Penalty: 1792.578003
	Iteration 7Q: 3 clusters Score -36579.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36579.839844 Penalty: 1792.578003
	Iteration 8F: 3 clusters Score -36579.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Entering Unmasked Estep 
Score: -2958032.750000 Penalty: 1508.329346
	Iteration 0F: 2 clusters Score -2958033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2941613.000000 Penalty: 3016.658691
	Iteration 0F: 3 clusters Score -2941613 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2947542.250000 Penalty: 3016.658691
	Iteration 1F: 3 clusters Score -2947542 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2947997.750000 Penalty: 3016.658691
	Iteration 2Q: 3 clusters Score -2947998 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2948360.750000 Penalty: 3016.658691
	Iteration 3Q: 3 clusters Score -2948361 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2948682.250000 Penalty: 3016.658691
	Iteration 4Q: 3 clusters Score -2948682 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2948958.000000 Penalty: 3016.658691
	Iteration 5Q: 3 clusters Score -2948958 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2949264.000000 Penalty: 3016.658691
	Iteration 6Q: 3 clusters Score -2949264 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2949624.250000 Penalty: 3016.658691
	Iteration 7Q: 3 clusters Score -2949624 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2950117.250000 Penalty: 3016.658691
	Iteration 8Q: 3 clusters Score -2950117 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2950885.250000 Penalty: 3016.658691
	Iteration 9Q: 3 clusters Score -2950885 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2951851.250000 Penalty: 3016.658691
	Iteration 10F: 3 clusters Score -2951851 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2953081.500000 Penalty: 3016.658691
	Iteration 11F: 3 clusters Score -2953082 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2954337.250000 Penalty: 3016.658691
	Iteration 12F: 3 clusters Score -2954337 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2955373.750000 Penalty: 3016.658691
	Iteration 13Q: 3 clusters Score -2955374 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2956024.000000 Penalty: 3016.658691
	Iteration 14Q: 3 clusters Score -2956024 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2956385.250000 Penalty: 3016.658691
	Iteration 15Q: 3 clusters Score -2956385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2956570.750000 Penalty: 3016.658691
	Iteration 16Q: 3 clusters Score -2956571 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2956672.250000 Penalty: 3016.658691
	Iteration 17Q: 3 clusters Score -2956672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2956724.250000 Penalty: 3016.658691
	Iteration 18Q: 3 clusters Score -2956724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2956765.250000 Penalty: 3016.658691
	Iteration 19Q: 3 clusters Score -2956765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2956786.250000 Penalty: 3016.658691
	Iteration 20F: 3 clusters Score -2956786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2956792.000000 Penalty: 3016.658691
	Iteration 21Q: 3 clusters Score -2956792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2956799.500000 Penalty: 3016.658691
	Iteration 22Q: 3 clusters Score -2956800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2956802.750000 Penalty: 3016.658691
	Iteration 23Q: 3 clusters Score -2956803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2956803.750000 Penalty: 3016.658691
	Iteration 24Q: 3 clusters Score -2956804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2956806.250000 Penalty: 3016.658691
	Iteration 25Q: 3 clusters Score -2956806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2956810.500000 Penalty: 3016.658691
	Iteration 26Q: 3 clusters Score -2956810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2956816.500000 Penalty: 3016.658691
	Iteration 27Q: 3 clusters Score -2956816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2956817.000000 Penalty: 3016.658691
	Iteration 28Q: 3 clusters Score -2956817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2956817.500000 Penalty: 3016.658691
	Iteration 29Q: 3 clusters Score -2956818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2956816.750000 Penalty: 3016.658691
	Iteration 30Q: 3 clusters Score -2956817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2956816.750000 Penalty: 3016.658691
	Iteration 31Q: 3 clusters Score -2956817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2956819.750000 Penalty: 3016.658691
	Iteration 32Q: 3 clusters Score -2956820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2956827.500000 Penalty: 3016.658691
	Iteration 33Q: 3 clusters Score -2956828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2956831.000000 Penalty: 3016.658691
	Iteration 34Q: 3 clusters Score -2956831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2956831.000000 Penalty: 3016.658691
	Iteration 35F: 3 clusters Score -2956831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -671813.562500 Penalty: 1294.438232
	Iteration 0F: 2 clusters Score -671813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -667504.625000 Penalty: 2588.876465
	Iteration 0F: 3 clusters Score -667504.6 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -668806.375000 Penalty: 2588.876465
	Iteration 1F: 3 clusters Score -668806.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -669064.125000 Penalty: 2588.876465
	Iteration 2F: 3 clusters Score -669064.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -669216.250000 Penalty: 2588.876465
	Iteration 3F: 3 clusters Score -669216.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -669334.125000 Penalty: 2588.876465
	Iteration 4Q: 3 clusters Score -669334.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -669442.437500 Penalty: 2588.876465
	Iteration 5Q: 3 clusters Score -669442.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -669531.812500 Penalty: 2588.876465
	Iteration 6Q: 3 clusters Score -669531.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -669617.125000 Penalty: 2588.876465
	Iteration 7Q: 3 clusters Score -669617.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -669691.125000 Penalty: 2588.876465
	Iteration 8Q: 3 clusters Score -669691.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -669771.250000 Penalty: 2588.876465
	Iteration 9Q: 3 clusters Score -669771.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -669828.625000 Penalty: 2588.876465
	Iteration 10Q: 3 clusters Score -669828.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -669890.000000 Penalty: 2588.876465
	Iteration 11Q: 3 clusters Score -669890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -669957.562500 Penalty: 2588.876465
	Iteration 12Q: 3 clusters Score -669957.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -670029.187500 Penalty: 2588.876465
	Iteration 13Q: 3 clusters Score -670029.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -670091.500000 Penalty: 2588.876465
	Iteration 14Q: 3 clusters Score -670091.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -670161.125000 Penalty: 2588.876465
	Iteration 15Q: 3 clusters Score -670161.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -670226.187500 Penalty: 2588.876465
	Iteration 16Q: 3 clusters Score -670226.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -670284.000000 Penalty: 2588.876465
	Iteration 17Q: 3 clusters Score -670284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -670340.812500 Penalty: 2588.876465
	Iteration 18Q: 3 clusters Score -670340.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -670405.687500 Penalty: 2588.876465
	Iteration 19Q: 3 clusters Score -670405.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -670474.437500 Penalty: 2588.876465
	Iteration 20F: 3 clusters Score -670474.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -670519.562500 Penalty: 2588.876465
	Iteration 21Q: 3 clusters Score -670519.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -670575.062500 Penalty: 2588.876465
	Iteration 22Q: 3 clusters Score -670575.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -670612.687500 Penalty: 2588.876465
	Iteration 23Q: 3 clusters Score -670612.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -670657.437500 Penalty: 2588.876465
	Iteration 24Q: 3 clusters Score -670657.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -670690.062500 Penalty: 2588.876465
	Iteration 25Q: 3 clusters Score -670690.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -670713.562500 Penalty: 2588.876465
	Iteration 26Q: 3 clusters Score -670713.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -670727.750000 Penalty: 2588.876465
	Iteration 27Q: 3 clusters Score -670727.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -670742.250000 Penalty: 2588.876465
	Iteration 28Q: 3 clusters Score -670742.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -670749.312500 Penalty: 2588.876465
	Iteration 29Q: 3 clusters Score -670749.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -670757.875000 Penalty: 2588.876465
	Iteration 30Q: 3 clusters Score -670757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -670763.875000 Penalty: 2588.876465
	Iteration 31Q: 3 clusters Score -670763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -670769.062500 Penalty: 2588.876465
	Iteration 32Q: 3 clusters Score -670769.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -670772.437500 Penalty: 2588.876465
	Iteration 33Q: 3 clusters Score -670772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -670772.187500 Penalty: 2588.876465
	Iteration 34Q: 3 clusters Score -670772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -670775.937500 Penalty: 2588.876465
	Iteration 35Q: 3 clusters Score -670775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -670776.562500 Penalty: 2588.876465
	Iteration 36Q: 3 clusters Score -670776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -670776.500000 Penalty: 2588.876465
	Iteration 37Q: 3 clusters Score -670776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -670777.187500 Penalty: 2588.876465
	Iteration 38Q: 3 clusters Score -670777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -670777.187500 Penalty: 2588.876465
	Iteration 39F: 3 clusters Score -670777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Entering Unmasked Estep 
Score: -1891287.500000 Penalty: 1439.408691
	Iteration 0F: 2 clusters Score -1891288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1880846.500000 Penalty: 2878.817383
	Iteration 0F: 3 clusters Score -1880846 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1884352.125000 Penalty: 2878.817383
	Iteration 1F: 3 clusters Score -1884352 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1884727.750000 Penalty: 2878.817383
	Iteration 2F: 3 clusters Score -1884728 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1885003.875000 Penalty: 2878.817383
	Iteration 3Q: 3 clusters Score -1885004 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1885242.375000 Penalty: 2878.817383
	Iteration 4Q: 3 clusters Score -1885242 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1885479.000000 Penalty: 2878.817383
	Iteration 5Q: 3 clusters Score -1885479 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1885720.500000 Penalty: 2878.817383
	Iteration 6Q: 3 clusters Score -1885720 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1885993.625000 Penalty: 2878.817383
	Iteration 7Q: 3 clusters Score -1885994 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1886322.125000 Penalty: 2878.817383
	Iteration 8Q: 3 clusters Score -1886322 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1886679.125000 Penalty: 2878.817383
	Iteration 9Q: 3 clusters Score -1886679 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1887017.250000 Penalty: 2878.817383
	Iteration 10Q: 3 clusters Score -1887017 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1887338.750000 Penalty: 2878.817383
	Iteration 11Q: 3 clusters Score -1887339 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1887654.875000 Penalty: 2878.817383
	Iteration 12Q: 3 clusters Score -1887655 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1887929.000000 Penalty: 2878.817383
	Iteration 13Q: 3 clusters Score -1887929 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1888183.625000 Penalty: 2878.817383
	Iteration 14Q: 3 clusters Score -1888184 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1888403.125000 Penalty: 2878.817383
	Iteration 15Q: 3 clusters Score -1888403 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1888577.500000 Penalty: 2878.817383
	Iteration 16Q: 3 clusters Score -1888578 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1888741.875000 Penalty: 2878.817383
	Iteration 17Q: 3 clusters Score -1888742 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1888897.250000 Penalty: 2878.817383
	Iteration 18Q: 3 clusters Score -1888897 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1889034.750000 Penalty: 2878.817383
	Iteration 19Q: 3 clusters Score -1889035 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1889169.000000 Penalty: 2878.817383
	Iteration 20F: 3 clusters Score -1889169 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1889287.000000 Penalty: 2878.817383
	Iteration 21Q: 3 clusters Score -1889287 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1889392.875000 Penalty: 2878.817383
	Iteration 22Q: 3 clusters Score -1889393 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1889514.250000 Penalty: 2878.817383
	Iteration 23Q: 3 clusters Score -1889514 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1889619.875000 Penalty: 2878.817383
	Iteration 24Q: 3 clusters Score -1889620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1889698.625000 Penalty: 2878.817383
	Iteration 25Q: 3 clusters Score -1889699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1889765.250000 Penalty: 2878.817383
	Iteration 26Q: 3 clusters Score -1889765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1889834.000000 Penalty: 2878.817383
	Iteration 27Q: 3 clusters Score -1889834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1889888.375000 Penalty: 2878.817383
	Iteration 28Q: 3 clusters Score -1889888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1889940.375000 Penalty: 2878.817383
	Iteration 29Q: 3 clusters Score -1889940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1889983.625000 Penalty: 2878.817383
	Iteration 30Q: 3 clusters Score -1889984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1890021.500000 Penalty: 2878.817383
	Iteration 31Q: 3 clusters Score -1890022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1890049.750000 Penalty: 2878.817383
	Iteration 32Q: 3 clusters Score -1890050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1890074.250000 Penalty: 2878.817383
	Iteration 33Q: 3 clusters Score -1890074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1890084.875000 Penalty: 2878.817383
	Iteration 34Q: 3 clusters Score -1890085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1890091.500000 Penalty: 2878.817383
	Iteration 35Q: 3 clusters Score -1890092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1890090.125000 Penalty: 2878.817383
	Iteration 36Q: 3 clusters Score -1890090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1890091.125000 Penalty: 2878.817383
	Iteration 37Q: 3 clusters Score -1890091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1890096.875000 Penalty: 2878.817383
	Iteration 38Q: 3 clusters Score -1890097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1890095.000000 Penalty: 2878.817383
	Iteration 39Q: 3 clusters Score -1890095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1890096.125000 Penalty: 2878.817383
	Iteration 40F: 3 clusters Score -1890096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1890103.000000 Penalty: 2878.817383
	Iteration 41Q: 3 clusters Score -1890103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1890111.875000 Penalty: 2878.817383
	Iteration 42Q: 3 clusters Score -1890112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1890113.875000 Penalty: 2878.817383
	Iteration 43Q: 3 clusters Score -1890114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1890112.500000 Penalty: 2878.817383
	Iteration 44Q: 3 clusters Score -1890112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1890115.625000 Penalty: 2878.817383
	Iteration 45Q: 3 clusters Score -1890116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1890115.625000 Penalty: 2878.817383
	Iteration 46F: 3 clusters Score -1890116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -299504.468750 Penalty: 1178.346069
	Iteration 0F: 2 clusters Score -299504.5 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 1372 members 
Entering Unmasked Estep 
Score: -297226.343750 Penalty: 2356.692139
	Iteration 0F: 3 clusters Score -297226.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -297828.781250 Penalty: 2356.692139
	Iteration 1F: 3 clusters Score -297828.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297964.531250 Penalty: 2356.692139
	Iteration 2F: 3 clusters Score -297964.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -298023.750000 Penalty: 2356.692139
	Iteration 3Q: 3 clusters Score -298023.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -298062.000000 Penalty: 2356.692139
	Iteration 4Q: 3 clusters Score -298062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -298084.562500 Penalty: 2356.692139
	Iteration 5Q: 3 clusters Score -298084.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298107.906250 Penalty: 2356.692139
	Iteration 6Q: 3 clusters Score -298107.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -298129.937500 Penalty: 2356.692139
	Iteration 7Q: 3 clusters Score -298129.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -298157.625000 Penalty: 2356.692139
	Iteration 8Q: 3 clusters Score -298157.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -298183.468750 Penalty: 2356.692139
	Iteration 9Q: 3 clusters Score -298183.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -298206.812500 Penalty: 2356.692139
	Iteration 10Q: 3 clusters Score -298206.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -298226.187500 Penalty: 2356.692139
	Iteration 11Q: 3 clusters Score -298226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -298237.000000 Penalty: 2356.692139
	Iteration 12Q: 3 clusters Score -298237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -298248.187500 Penalty: 2356.692139
	Iteration 13Q: 3 clusters Score -298248.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -298256.875000 Penalty: 2356.692139
	Iteration 14Q: 3 clusters Score -298256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -298263.187500 Penalty: 2356.692139
	Iteration 15Q: 3 clusters Score -298263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -298267.375000 Penalty: 2356.692139
	Iteration 16Q: 3 clusters Score -298267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -298272.031250 Penalty: 2356.692139
	Iteration 17Q: 3 clusters Score -298272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -298275.218750 Penalty: 2356.692139
	Iteration 18Q: 3 clusters Score -298275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -298276.906250 Penalty: 2356.692139
	Iteration 19Q: 3 clusters Score -298276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -298280.218750 Penalty: 2356.692139
	Iteration 20F: 3 clusters Score -298280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298283.093750 Penalty: 2356.692139
	Iteration 21Q: 3 clusters Score -298283.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -298288.875000 Penalty: 2356.692139
	Iteration 22Q: 3 clusters Score -298288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298293.937500 Penalty: 2356.692139
	Iteration 23Q: 3 clusters Score -298293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -298298.500000 Penalty: 2356.692139
	Iteration 24Q: 3 clusters Score -298298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -298301.656250 Penalty: 2356.692139
	Iteration 25Q: 3 clusters Score -298301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -298304.656250 Penalty: 2356.692139
	Iteration 26Q: 3 clusters Score -298304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -298309.937500 Penalty: 2356.692139
	Iteration 27Q: 3 clusters Score -298309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -298315.687500 Penalty: 2356.692139
	Iteration 28Q: 3 clusters Score -298315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -298321.625000 Penalty: 2356.692139
	Iteration 29Q: 3 clusters Score -298321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -298327.062500 Penalty: 2356.692139
	Iteration 30Q: 3 clusters Score -298327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -298332.000000 Penalty: 2356.692139
	Iteration 31Q: 3 clusters Score -298332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -298335.468750 Penalty: 2356.692139
	Iteration 32Q: 3 clusters Score -298335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -298339.500000 Penalty: 2356.692139
	Iteration 33Q: 3 clusters Score -298339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -298344.593750 Penalty: 2356.692139
	Iteration 34Q: 3 clusters Score -298344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -298346.875000 Penalty: 2356.692139
	Iteration 35Q: 3 clusters Score -298346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -298347.343750 Penalty: 2356.692139
	Iteration 36Q: 3 clusters Score -298347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -298347.562500 Penalty: 2356.692139
	Iteration 37Q: 3 clusters Score -298347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -298347.562500 Penalty: 2356.692139
	Iteration 38F: 3 clusters Score -298347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Entering Unmasked Estep 
Score: -2948346.250000 Penalty: 1508.229004
	Iteration 0F: 2 clusters Score -2948346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2931798.750000 Penalty: 3016.458008
	Iteration 0F: 3 clusters Score -2931799 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2937950.250000 Penalty: 3016.458008
	Iteration 1F: 3 clusters Score -2937950 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2938315.750000 Penalty: 3016.458008
	Iteration 2Q: 3 clusters Score -2938316 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2938610.750000 Penalty: 3016.458008
	Iteration 3Q: 3 clusters Score -2938611 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2938931.000000 Penalty: 3016.458008
	Iteration 4Q: 3 clusters Score -2938931 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2939232.500000 Penalty: 3016.458008
	Iteration 5Q: 3 clusters Score -2939232 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2939636.500000 Penalty: 3016.458008
	Iteration 6Q: 3 clusters Score -2939636 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2940056.500000 Penalty: 3016.458008
	Iteration 7Q: 3 clusters Score -2940056 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2940581.000000 Penalty: 3016.458008
	Iteration 8Q: 3 clusters Score -2940581 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2941203.000000 Penalty: 3016.458008
	Iteration 9Q: 3 clusters Score -2941203 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2942007.000000 Penalty: 3016.458008
	Iteration 10Q: 3 clusters Score -2942007 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2942929.000000 Penalty: 3016.458008
	Iteration 11F: 3 clusters Score -2942929 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2943814.000000 Penalty: 3016.458008
	Iteration 12Q: 3 clusters Score -2943814 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2944635.250000 Penalty: 3016.458008
	Iteration 13Q: 3 clusters Score -2944635 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2945354.250000 Penalty: 3016.458008
	Iteration 14Q: 3 clusters Score -2945354 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2945952.000000 Penalty: 3016.458008
	Iteration 15Q: 3 clusters Score -2945952 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2946399.250000 Penalty: 3016.458008
	Iteration 16Q: 3 clusters Score -2946399 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2946639.750000 Penalty: 3016.458008
	Iteration 17Q: 3 clusters Score -2946640 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2946787.250000 Penalty: 3016.458008
	Iteration 18Q: 3 clusters Score -2946787 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2946903.000000 Penalty: 3016.458008
	Iteration 19Q: 3 clusters Score -2946903 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2946982.500000 Penalty: 3016.458008
	Iteration 20F: 3 clusters Score -2946982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2947034.000000 Penalty: 3016.458008
	Iteration 21Q: 3 clusters Score -2947034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2947087.500000 Penalty: 3016.458008
	Iteration 22Q: 3 clusters Score -2947088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2947128.750000 Penalty: 3016.458008
	Iteration 23Q: 3 clusters Score -2947129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2947161.750000 Penalty: 3016.458008
	Iteration 24Q: 3 clusters Score -2947162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2947199.500000 Penalty: 3016.458008
	Iteration 25Q: 3 clusters Score -2947200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2947225.750000 Penalty: 3016.458008
	Iteration 26Q: 3 clusters Score -2947226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2947247.750000 Penalty: 3016.458008
	Iteration 27Q: 3 clusters Score -2947248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2947266.250000 Penalty: 3016.458008
	Iteration 28Q: 3 clusters Score -2947266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2947287.500000 Penalty: 3016.458008
	Iteration 29Q: 3 clusters Score -2947288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2947302.250000 Penalty: 3016.458008
	Iteration 30Q: 3 clusters Score -2947302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2947310.000000 Penalty: 3016.458008
	Iteration 31Q: 3 clusters Score -2947310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2947323.250000 Penalty: 3016.458008
	Iteration 32Q: 3 clusters Score -2947323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2947329.500000 Penalty: 3016.458008
	Iteration 33Q: 3 clusters Score -2947330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2947342.250000 Penalty: 3016.458008
	Iteration 34Q: 3 clusters Score -2947342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2947346.000000 Penalty: 3016.458008
	Iteration 35Q: 3 clusters Score -2947346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2947349.250000 Penalty: 3016.458008
	Iteration 36Q: 3 clusters Score -2947349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2947357.000000 Penalty: 3016.458008
	Iteration 37Q: 3 clusters Score -2947357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2947359.250000 Penalty: 3016.458008
	Iteration 38Q: 3 clusters Score -2947359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2947359.250000 Penalty: 3016.458008
	Iteration 39Q: 3 clusters Score -2947359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2947368.750000 Penalty: 3016.458008
	Iteration 40F: 3 clusters Score -2947369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2947374.000000 Penalty: 3016.458008
	Iteration 41Q: 3 clusters Score -2947374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2947376.250000 Penalty: 3016.458008
	Iteration 42Q: 3 clusters Score -2947376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2947384.000000 Penalty: 3016.458008
	Iteration 43Q: 3 clusters Score -2947384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2947390.000000 Penalty: 3016.458008
	Iteration 44Q: 3 clusters Score -2947390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2947396.250000 Penalty: 3016.458008
	Iteration 45Q: 3 clusters Score -2947396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2947395.000000 Penalty: 3016.458008
	Iteration 46Q: 3 clusters Score -2947395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2947392.750000 Penalty: 3016.458008
	Iteration 47Q: 3 clusters Score -2947393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2947393.000000 Penalty: 3016.458008
	Iteration 48Q: 3 clusters Score -2947393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2947393.000000 Penalty: 3016.458008
	Iteration 49F: 3 clusters Score -2947393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -214359.093750 Penalty: 1144.246582
	Iteration 0F: 2 clusters Score -214359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -212404.421875 Penalty: 2288.493164
	Iteration 0F: 3 clusters Score -212404.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212985.000000 Penalty: 2288.493164
	Iteration 1F: 3 clusters Score -212985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213201.390625 Penalty: 2288.493164
	Iteration 2F: 3 clusters Score -213201.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213353.031250 Penalty: 2288.493164
	Iteration 3F: 3 clusters Score -213353 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213455.468750 Penalty: 2288.493164
	Iteration 4Q: 3 clusters Score -213455.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213558.968750 Penalty: 2288.493164
	Iteration 5Q: 3 clusters Score -213559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -213645.734375 Penalty: 2288.493164
	Iteration 6Q: 3 clusters Score -213645.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213713.890625 Penalty: 2288.493164
	Iteration 7Q: 3 clusters Score -213713.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213749.343750 Penalty: 2288.493164
	Iteration 8Q: 3 clusters Score -213749.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -213773.203125 Penalty: 2288.493164
	Iteration 9Q: 3 clusters Score -213773.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213794.140625 Penalty: 2288.493164
	Iteration 10Q: 3 clusters Score -213794.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213809.296875 Penalty: 2288.493164
	Iteration 11Q: 3 clusters Score -213809.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -213827.671875 Penalty: 2288.493164
	Iteration 12Q: 3 clusters Score -213827.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213838.640625 Penalty: 2288.493164
	Iteration 13Q: 3 clusters Score -213838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213844.406250 Penalty: 2288.493164
	Iteration 14Q: 3 clusters Score -213844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -213847.687500 Penalty: 2288.493164
	Iteration 15Q: 3 clusters Score -213847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -213851.781250 Penalty: 2288.493164
	Iteration 16Q: 3 clusters Score -213851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -213857.468750 Penalty: 2288.493164
	Iteration 17Q: 3 clusters Score -213857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213862.828125 Penalty: 2288.493164
	Iteration 18Q: 3 clusters Score -213862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213864.593750 Penalty: 2288.493164
	Iteration 19Q: 3 clusters Score -213864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -213865.781250 Penalty: 2288.493164
	Iteration 20F: 3 clusters Score -213865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213867.046875 Penalty: 2288.493164
	Iteration 21Q: 3 clusters Score -213867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213868.453125 Penalty: 2288.493164
	Iteration 22Q: 3 clusters Score -213868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213868.828125 Penalty: 2288.493164
	Iteration 23Q: 3 clusters Score -213868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213868.828125 Penalty: 2288.493164
	Iteration 24F: 3 clusters Score -213868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -2199243.250000 Penalty: 1462.126709
	Iteration 0F: 2 clusters Score -2199243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2187031.750000 Penalty: 2924.253418
	Iteration 0F: 3 clusters Score -2187032 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2191339.250000 Penalty: 2924.253418
	Iteration 1F: 3 clusters Score -2191339 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2191804.500000 Penalty: 2924.253418
	Iteration 2F: 3 clusters Score -2191804 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2192243.250000 Penalty: 2924.253418
	Iteration 3F: 3 clusters Score -2192243 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2192727.750000 Penalty: 2924.253418
	Iteration 4F: 3 clusters Score -2192728 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2193286.000000 Penalty: 2924.253418
	Iteration 5F: 3 clusters Score -2193286 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2193894.000000 Penalty: 2924.253418
	Iteration 6F: 3 clusters Score -2193894 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2194577.750000 Penalty: 2924.253418
	Iteration 7F: 3 clusters Score -2194578 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2195271.250000 Penalty: 2924.253418
	Iteration 8F: 3 clusters Score -2195271 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2195920.000000 Penalty: 2924.253418
	Iteration 9F: 3 clusters Score -2195920 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2196425.500000 Penalty: 2924.253418
	Iteration 10Q: 3 clusters Score -2196426 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2196762.500000 Penalty: 2924.253418
	Iteration 11Q: 3 clusters Score -2196762 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2197023.500000 Penalty: 2924.253418
	Iteration 12Q: 3 clusters Score -2197024 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2197207.500000 Penalty: 2924.253418
	Iteration 13Q: 3 clusters Score -2197208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2197345.750000 Penalty: 2924.253418
	Iteration 14Q: 3 clusters Score -2197346 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2197496.750000 Penalty: 2924.253418
	Iteration 15Q: 3 clusters Score -2197497 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2197601.500000 Penalty: 2924.253418
	Iteration 16Q: 3 clusters Score -2197602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2197704.000000 Penalty: 2924.253418
	Iteration 17Q: 3 clusters Score -2197704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2197782.500000 Penalty: 2924.253418
	Iteration 18Q: 3 clusters Score -2197782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2197843.750000 Penalty: 2924.253418
	Iteration 19Q: 3 clusters Score -2197844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2197895.750000 Penalty: 2924.253418
	Iteration 20F: 3 clusters Score -2197896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2197927.500000 Penalty: 2924.253418
	Iteration 21Q: 3 clusters Score -2197928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2197946.500000 Penalty: 2924.253418
	Iteration 22Q: 3 clusters Score -2197946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2197972.750000 Penalty: 2924.253418
	Iteration 23Q: 3 clusters Score -2197973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2197997.000000 Penalty: 2924.253418
	Iteration 24Q: 3 clusters Score -2197997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2198008.000000 Penalty: 2924.253418
	Iteration 25Q: 3 clusters Score -2198008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2198007.250000 Penalty: 2924.253418
	Iteration 26Q: 3 clusters Score -2198007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2198010.000000 Penalty: 2924.253418
	Iteration 27Q: 3 clusters Score -2198010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2198014.500000 Penalty: 2924.253418
	Iteration 28Q: 3 clusters Score -2198014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2198022.500000 Penalty: 2924.253418
	Iteration 29Q: 3 clusters Score -2198022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2198031.500000 Penalty: 2924.253418
	Iteration 30Q: 3 clusters Score -2198032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2198037.250000 Penalty: 2924.253418
	Iteration 31Q: 3 clusters Score -2198037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2198046.250000 Penalty: 2924.253418
	Iteration 32Q: 3 clusters Score -2198046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2198046.250000 Penalty: 2924.253418
	Iteration 33Q: 3 clusters Score -2198046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2198048.000000 Penalty: 2924.253418
	Iteration 34Q: 3 clusters Score -2198048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2198053.000000 Penalty: 2924.253418
	Iteration 35Q: 3 clusters Score -2198053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2198056.000000 Penalty: 2924.253418
	Iteration 36Q: 3 clusters Score -2198056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2198059.250000 Penalty: 2924.253418
	Iteration 37Q: 3 clusters Score -2198059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2198059.250000 Penalty: 2924.253418
	Iteration 38Q: 3 clusters Score -2198059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2198061.250000 Penalty: 2924.253418
	Iteration 39Q: 3 clusters Score -2198061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2198061.750000 Penalty: 2924.253418
	Iteration 40F: 3 clusters Score -2198062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2198067.250000 Penalty: 2924.253418
	Iteration 41Q: 3 clusters Score -2198067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2198073.000000 Penalty: 2924.253418
	Iteration 42Q: 3 clusters Score -2198073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2198081.000000 Penalty: 2924.253418
	Iteration 43Q: 3 clusters Score -2198081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2198086.500000 Penalty: 2924.253418
	Iteration 44Q: 3 clusters Score -2198086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2198085.750000 Penalty: 2924.253418
	Iteration 45Q: 3 clusters Score -2198086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2198092.500000 Penalty: 2924.253418
	Iteration 46Q: 3 clusters Score -2198092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2198092.500000 Penalty: 2924.253418
	Iteration 47Q: 3 clusters Score -2198092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2198091.500000 Penalty: 2924.253418
	Iteration 48Q: 3 clusters Score -2198092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2198091.500000 Penalty: 2924.253418
	Iteration 49F: 3 clusters Score -2198092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Entering Unmasked Estep 
Score: -1316448.125000 Penalty: 1394.356079
	Iteration 0F: 2 clusters Score -1316448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1308591.750000 Penalty: 2788.712158
	Iteration 0F: 3 clusters Score -1308592 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1311277.125000 Penalty: 2788.712158
	Iteration 1F: 3 clusters Score -1311277 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1311675.875000 Penalty: 2788.712158
	Iteration 2F: 3 clusters Score -1311676 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1311995.625000 Penalty: 2788.712158
	Iteration 3F: 3 clusters Score -1311996 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1312298.500000 Penalty: 2788.712158
	Iteration 4F: 3 clusters Score -1312298 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1312614.000000 Penalty: 2788.712158
	Iteration 5Q: 3 clusters Score -1312614 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1312989.125000 Penalty: 2788.712158
	Iteration 6F: 3 clusters Score -1312989 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1313363.250000 Penalty: 2788.712158
	Iteration 7Q: 3 clusters Score -1313363 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1313713.625000 Penalty: 2788.712158
	Iteration 8Q: 3 clusters Score -1313714 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1314058.625000 Penalty: 2788.712158
	Iteration 9Q: 3 clusters Score -1314059 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1314369.625000 Penalty: 2788.712158
	Iteration 10Q: 3 clusters Score -1314370 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1314630.375000 Penalty: 2788.712158
	Iteration 11Q: 3 clusters Score -1314630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1314849.375000 Penalty: 2788.712158
	Iteration 12Q: 3 clusters Score -1314849 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1315028.375000 Penalty: 2788.712158
	Iteration 13Q: 3 clusters Score -1315028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1315134.875000 Penalty: 2788.712158
	Iteration 14Q: 3 clusters Score -1315135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1315221.750000 Penalty: 2788.712158
	Iteration 15Q: 3 clusters Score -1315222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1315280.375000 Penalty: 2788.712158
	Iteration 16Q: 3 clusters Score -1315280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1315323.000000 Penalty: 2788.712158
	Iteration 17Q: 3 clusters Score -1315323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1315358.750000 Penalty: 2788.712158
	Iteration 18Q: 3 clusters Score -1315359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1315390.250000 Penalty: 2788.712158
	Iteration 19Q: 3 clusters Score -1315390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1315418.875000 Penalty: 2788.712158
	Iteration 20F: 3 clusters Score -1315419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1315443.625000 Penalty: 2788.712158
	Iteration 21Q: 3 clusters Score -1315444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1315457.250000 Penalty: 2788.712158
	Iteration 22Q: 3 clusters Score -1315457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1315462.250000 Penalty: 2788.712158
	Iteration 23Q: 3 clusters Score -1315462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1315467.000000 Penalty: 2788.712158
	Iteration 24Q: 3 clusters Score -1315467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1315470.875000 Penalty: 2788.712158
	Iteration 25Q: 3 clusters Score -1315471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1315472.000000 Penalty: 2788.712158
	Iteration 26Q: 3 clusters Score -1315472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1315475.375000 Penalty: 2788.712158
	Iteration 27Q: 3 clusters Score -1315475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1315480.125000 Penalty: 2788.712158
	Iteration 28Q: 3 clusters Score -1315480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1315484.625000 Penalty: 2788.712158
	Iteration 29Q: 3 clusters Score -1315485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1315486.250000 Penalty: 2788.712158
	Iteration 30Q: 3 clusters Score -1315486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1315489.000000 Penalty: 2788.712158
	Iteration 31Q: 3 clusters Score -1315489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1315490.125000 Penalty: 2788.712158
	Iteration 32Q: 3 clusters Score -1315490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1315493.750000 Penalty: 2788.712158
	Iteration 33Q: 3 clusters Score -1315494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1315496.375000 Penalty: 2788.712158
	Iteration 34Q: 3 clusters Score -1315496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1315497.500000 Penalty: 2788.712158
	Iteration 35Q: 3 clusters Score -1315498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1315498.375000 Penalty: 2788.712158
	Iteration 36Q: 3 clusters Score -1315498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1315498.875000 Penalty: 2788.712158
	Iteration 37Q: 3 clusters Score -1315499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1315502.250000 Penalty: 2788.712158
	Iteration 38Q: 3 clusters Score -1315502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1315503.250000 Penalty: 2788.712158
	Iteration 39Q: 3 clusters Score -1315503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1315508.250000 Penalty: 2788.712158
	Iteration 40F: 3 clusters Score -1315508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1315509.750000 Penalty: 2788.712158
	Iteration 41Q: 3 clusters Score -1315510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1315510.000000 Penalty: 2788.712158
	Iteration 42Q: 3 clusters Score -1315510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1315510.000000 Penalty: 2788.712158
	Iteration 43F: 3 clusters Score -1315510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Entering Unmasked Estep 
Score: -3782189.000000 Penalty: 1545.254028
	Iteration 0F: 2 clusters Score -3782189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3761277.250000 Penalty: 3090.508057
	Iteration 0F: 3 clusters Score -3761277 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3769302.750000 Penalty: 3090.508057
	Iteration 1F: 3 clusters Score -3769303 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3769921.750000 Penalty: 3090.508057
	Iteration 2Q: 3 clusters Score -3769922 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3770592.500000 Penalty: 3090.508057
	Iteration 3Q: 3 clusters Score -3770592 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3771436.500000 Penalty: 3090.508057
	Iteration 4Q: 3 clusters Score -3771436 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3772507.750000 Penalty: 3090.508057
	Iteration 5F: 3 clusters Score -3772508 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3773872.250000 Penalty: 3090.508057
	Iteration 6F: 3 clusters Score -3773872 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3775265.750000 Penalty: 3090.508057
	Iteration 7F: 3 clusters Score -3775266 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3776566.500000 Penalty: 3090.508057
	Iteration 8F: 3 clusters Score -3776566 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3777485.500000 Penalty: 3090.508057
	Iteration 9F: 3 clusters Score -3777486 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3778064.500000 Penalty: 3090.508057
	Iteration 10Q: 3 clusters Score -3778064 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3778437.750000 Penalty: 3090.508057
	Iteration 11Q: 3 clusters Score -3778438 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3778596.500000 Penalty: 3090.508057
	Iteration 12Q: 3 clusters Score -3778596 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3778737.750000 Penalty: 3090.508057
	Iteration 13Q: 3 clusters Score -3778738 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3778801.000000 Penalty: 3090.508057
	Iteration 14Q: 3 clusters Score -3778801 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3778864.500000 Penalty: 3090.508057
	Iteration 15Q: 3 clusters Score -3778864 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3778889.750000 Penalty: 3090.508057
	Iteration 16Q: 3 clusters Score -3778890 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3778930.750000 Penalty: 3090.508057
	Iteration 17Q: 3 clusters Score -3778931 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3778954.250000 Penalty: 3090.508057
	Iteration 18Q: 3 clusters Score -3778954 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3778973.250000 Penalty: 3090.508057
	Iteration 19Q: 3 clusters Score -3778973 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3778994.750000 Penalty: 3090.508057
	Iteration 20F: 3 clusters Score -3778995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3779010.000000 Penalty: 3090.508057
	Iteration 21Q: 3 clusters Score -3779010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3779029.000000 Penalty: 3090.508057
	Iteration 22Q: 3 clusters Score -3779029 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3779054.000000 Penalty: 3090.508057
	Iteration 23Q: 3 clusters Score -3779054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3779082.750000 Penalty: 3090.508057
	Iteration 24Q: 3 clusters Score -3779083 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3779097.250000 Penalty: 3090.508057
	Iteration 25Q: 3 clusters Score -3779097 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3779123.250000 Penalty: 3090.508057
	Iteration 26Q: 3 clusters Score -3779123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3779150.000000 Penalty: 3090.508057
	Iteration 27Q: 3 clusters Score -3779150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3779170.000000 Penalty: 3090.508057
	Iteration 28Q: 3 clusters Score -3779170 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3779203.250000 Penalty: 3090.508057
	Iteration 29Q: 3 clusters Score -3779203 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3779231.500000 Penalty: 3090.508057
	Iteration 30Q: 3 clusters Score -3779232 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3779242.500000 Penalty: 3090.508057
	Iteration 31Q: 3 clusters Score -3779242 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3779302.250000 Penalty: 3090.508057
	Iteration 32Q: 3 clusters Score -3779302 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3779370.000000 Penalty: 3090.508057
	Iteration 33Q: 3 clusters Score -3779370 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3779450.500000 Penalty: 3090.508057
	Iteration 34Q: 3 clusters Score -3779450 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3779534.750000 Penalty: 3090.508057
	Iteration 35Q: 3 clusters Score -3779535 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3779623.750000 Penalty: 3090.508057
	Iteration 36Q: 3 clusters Score -3779624 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3779714.500000 Penalty: 3090.508057
	Iteration 37Q: 3 clusters Score -3779714 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3779815.750000 Penalty: 3090.508057
	Iteration 38Q: 3 clusters Score -3779816 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3779903.000000 Penalty: 3090.508057
	Iteration 39Q: 3 clusters Score -3779903 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3779979.750000 Penalty: 3090.508057
	Iteration 40F: 3 clusters Score -3779980 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3780050.000000 Penalty: 3090.508057
	Iteration 41Q: 3 clusters Score -3780050 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3780158.250000 Penalty: 3090.508057
	Iteration 42Q: 3 clusters Score -3780158 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3780257.500000 Penalty: 3090.508057
	Iteration 43Q: 3 clusters Score -3780258 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3780340.750000 Penalty: 3090.508057
	Iteration 44Q: 3 clusters Score -3780341 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3780460.750000 Penalty: 3090.508057
	Iteration 45Q: 3 clusters Score -3780461 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3780558.750000 Penalty: 3090.508057
	Iteration 46Q: 3 clusters Score -3780559 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3780648.750000 Penalty: 3090.508057
	Iteration 47Q: 3 clusters Score -3780649 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3780721.000000 Penalty: 3090.508057
	Iteration 48Q: 3 clusters Score -3780721 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3780767.000000 Penalty: 3090.508057
	Iteration 49Q: 3 clusters Score -3780767 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3780824.750000 Penalty: 3090.508057
	Iteration 50Q: 3 clusters Score -3780825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3780879.500000 Penalty: 3090.508057
	Iteration 51Q: 3 clusters Score -3780880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3780943.000000 Penalty: 3090.508057
	Iteration 52Q: 3 clusters Score -3780943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3780991.750000 Penalty: 3090.508057
	Iteration 53Q: 3 clusters Score -3780992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -3781034.750000 Penalty: 3090.508057
	Iteration 54Q: 3 clusters Score -3781035 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3781072.000000 Penalty: 3090.508057
	Iteration 55Q: 3 clusters Score -3781072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3781101.750000 Penalty: 3090.508057
	Iteration 56Q: 3 clusters Score -3781102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3781133.250000 Penalty: 3090.508057
	Iteration 57Q: 3 clusters Score -3781133 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3781159.250000 Penalty: 3090.508057
	Iteration 58Q: 3 clusters Score -3781159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3781186.250000 Penalty: 3090.508057
	Iteration 59Q: 3 clusters Score -3781186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3781212.000000 Penalty: 3090.508057
	Iteration 60F: 3 clusters Score -3781212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3781224.250000 Penalty: 3090.508057
	Iteration 61Q: 3 clusters Score -3781224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3781232.750000 Penalty: 3090.508057
	Iteration 62Q: 3 clusters Score -3781233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3781245.000000 Penalty: 3090.508057
	Iteration 63Q: 3 clusters Score -3781245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3781255.750000 Penalty: 3090.508057
	Iteration 64Q: 3 clusters Score -3781256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3781257.000000 Penalty: 3090.508057
	Iteration 65Q: 3 clusters Score -3781257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3781266.250000 Penalty: 3090.508057
	Iteration 66Q: 3 clusters Score -3781266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3781280.000000 Penalty: 3090.508057
	Iteration 67Q: 3 clusters Score -3781280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3781287.500000 Penalty: 3090.508057
	Iteration 68Q: 3 clusters Score -3781288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3781291.000000 Penalty: 3090.508057
	Iteration 69Q: 3 clusters Score -3781291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3781293.750000 Penalty: 3090.508057
	Iteration 70Q: 3 clusters Score -3781294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3781295.000000 Penalty: 3090.508057
	Iteration 71Q: 3 clusters Score -3781295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3781295.250000 Penalty: 3090.508057
	Iteration 72Q: 3 clusters Score -3781295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3781297.000000 Penalty: 3090.508057
	Iteration 73Q: 3 clusters Score -3781297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3781298.500000 Penalty: 3090.508057
	Iteration 74Q: 3 clusters Score -3781298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -3781300.750000 Penalty: 3090.508057
	Iteration 75Q: 3 clusters Score -3781301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -3781304.250000 Penalty: 3090.508057
	Iteration 76Q: 3 clusters Score -3781304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3781303.000000 Penalty: 3090.508057
	Iteration 77Q: 3 clusters Score -3781303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3781301.500000 Penalty: 3090.508057
	Iteration 78Q: 3 clusters Score -3781302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3781300.250000 Penalty: 3090.508057
	Iteration 79Q: 3 clusters Score -3781300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -3781302.750000 Penalty: 3090.508057
	Iteration 80F: 3 clusters Score -3781303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3781307.250000 Penalty: 3090.508057
	Iteration 81Q: 3 clusters Score -3781307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3781302.750000 Penalty: 3090.508057
	Iteration 82Q: 3 clusters Score -3781303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3781308.250000 Penalty: 3090.508057
	Iteration 83Q: 3 clusters Score -3781308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3781308.750000 Penalty: 3090.508057
	Iteration 84Q: 3 clusters Score -3781309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3781311.250000 Penalty: 3090.508057
	Iteration 85Q: 3 clusters Score -3781311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3781311.500000 Penalty: 3090.508057
	Iteration 86Q: 3 clusters Score -3781312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3781320.000000 Penalty: 3090.508057
	Iteration 87Q: 3 clusters Score -3781320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3781319.250000 Penalty: 3090.508057
	Iteration 88Q: 3 clusters Score -3781319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3781328.000000 Penalty: 3090.508057
	Iteration 89Q: 3 clusters Score -3781328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3781330.250000 Penalty: 3090.508057
	Iteration 90Q: 3 clusters Score -3781330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3781333.500000 Penalty: 3090.508057
	Iteration 91Q: 3 clusters Score -3781334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3781334.500000 Penalty: 3090.508057
	Iteration 92Q: 3 clusters Score -3781334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3781336.000000 Penalty: 3090.508057
	Iteration 93Q: 3 clusters Score -3781336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -3781333.500000 Penalty: 3090.508057
	Iteration 94Q: 3 clusters Score -3781334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3781335.500000 Penalty: 3090.508057
	Iteration 95Q: 3 clusters Score -3781336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3781339.250000 Penalty: 3090.508057
	Iteration 96Q: 3 clusters Score -3781339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3781337.000000 Penalty: 3090.508057
	Iteration 97Q: 3 clusters Score -3781337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3781340.250000 Penalty: 3090.508057
	Iteration 98Q: 3 clusters Score -3781340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3781340.500000 Penalty: 3090.508057
	Iteration 99Q: 3 clusters Score -3781340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3781341.500000 Penalty: 3090.508057
	Iteration 100F: 3 clusters Score -3781342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3781343.500000 Penalty: 3090.508057
	Iteration 101Q: 3 clusters Score -3781344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3781342.500000 Penalty: 3090.508057
	Iteration 102Q: 3 clusters Score -3781342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3781342.500000 Penalty: 3090.508057
	Iteration 103Q: 3 clusters Score -3781342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3781348.250000 Penalty: 3090.508057
	Iteration 104Q: 3 clusters Score -3781348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3781354.500000 Penalty: 3090.508057
	Iteration 105Q: 3 clusters Score -3781354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3781363.250000 Penalty: 3090.508057
	Iteration 106Q: 3 clusters Score -3781363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3781357.000000 Penalty: 3090.508057
	Iteration 107Q: 3 clusters Score -3781357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3781362.500000 Penalty: 3090.508057
	Iteration 108Q: 3 clusters Score -3781362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3781362.250000 Penalty: 3090.508057
	Iteration 109Q: 3 clusters Score -3781362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3781368.250000 Penalty: 3090.508057
	Iteration 110Q: 3 clusters Score -3781368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3781369.750000 Penalty: 3090.508057
	Iteration 111Q: 3 clusters Score -3781370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3781375.750000 Penalty: 3090.508057
	Iteration 112Q: 3 clusters Score -3781376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3781375.750000 Penalty: 3090.508057
	Iteration 113Q: 3 clusters Score -3781376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3781376.750000 Penalty: 3090.508057
	Iteration 114Q: 3 clusters Score -3781377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3781376.000000 Penalty: 3090.508057
	Iteration 115Q: 3 clusters Score -3781376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3781375.250000 Penalty: 3090.508057
	Iteration 116Q: 3 clusters Score -3781375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3781374.750000 Penalty: 3090.508057
	Iteration 117Q: 3 clusters Score -3781375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3781374.750000 Penalty: 3090.508057
	Iteration 118F: 3 clusters Score -3781375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -736612.437500 Penalty: 1306.969360
	Iteration 0F: 2 clusters Score -736612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -731955.187500 Penalty: 2613.938721
	Iteration 0F: 3 clusters Score -731955.2 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -733316.562500 Penalty: 2613.938721
	Iteration 1F: 3 clusters Score -733316.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -733535.437500 Penalty: 2613.938721
	Iteration 2F: 3 clusters Score -733535.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -733686.687500 Penalty: 2613.938721
	Iteration 3F: 3 clusters Score -733686.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -733798.875000 Penalty: 2613.938721
	Iteration 4Q: 3 clusters Score -733798.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -733864.937500 Penalty: 2613.938721
	Iteration 5Q: 3 clusters Score -733864.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -733917.812500 Penalty: 2613.938721
	Iteration 6Q: 3 clusters Score -733917.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -733971.000000 Penalty: 2613.938721
	Iteration 7Q: 3 clusters Score -733971 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -734019.812500 Penalty: 2613.938721
	Iteration 8Q: 3 clusters Score -734019.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -734073.000000 Penalty: 2613.938721
	Iteration 9Q: 3 clusters Score -734073 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -734124.687500 Penalty: 2613.938721
	Iteration 10Q: 3 clusters Score -734124.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -734183.250000 Penalty: 2613.938721
	Iteration 11Q: 3 clusters Score -734183.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -734250.687500 Penalty: 2613.938721
	Iteration 12Q: 3 clusters Score -734250.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -734307.250000 Penalty: 2613.938721
	Iteration 13Q: 3 clusters Score -734307.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -734370.062500 Penalty: 2613.938721
	Iteration 14Q: 3 clusters Score -734370.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -734457.625000 Penalty: 2613.938721
	Iteration 15Q: 3 clusters Score -734457.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -734551.937500 Penalty: 2613.938721
	Iteration 16Q: 3 clusters Score -734551.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -734660.750000 Penalty: 2613.938721
	Iteration 17Q: 3 clusters Score -734660.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -734778.062500 Penalty: 2613.938721
	Iteration 18Q: 3 clusters Score -734778.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -734885.250000 Penalty: 2613.938721
	Iteration 19Q: 3 clusters Score -734885.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -734976.812500 Penalty: 2613.938721
	Iteration 20F: 3 clusters Score -734976.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -735060.812500 Penalty: 2613.938721
	Iteration 21Q: 3 clusters Score -735060.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -735125.312500 Penalty: 2613.938721
	Iteration 22Q: 3 clusters Score -735125.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -735186.812500 Penalty: 2613.938721
	Iteration 23Q: 3 clusters Score -735186.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -735255.750000 Penalty: 2613.938721
	Iteration 24Q: 3 clusters Score -735255.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -735303.812500 Penalty: 2613.938721
	Iteration 25Q: 3 clusters Score -735303.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -735340.875000 Penalty: 2613.938721
	Iteration 26Q: 3 clusters Score -735340.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -735379.250000 Penalty: 2613.938721
	Iteration 27Q: 3 clusters Score -735379.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -735417.437500 Penalty: 2613.938721
	Iteration 28Q: 3 clusters Score -735417.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -735444.000000 Penalty: 2613.938721
	Iteration 29Q: 3 clusters Score -735444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -735463.562500 Penalty: 2613.938721
	Iteration 30Q: 3 clusters Score -735463.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -735488.875000 Penalty: 2613.938721
	Iteration 31Q: 3 clusters Score -735488.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -735503.937500 Penalty: 2613.938721
	Iteration 32Q: 3 clusters Score -735503.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -735524.062500 Penalty: 2613.938721
	Iteration 33Q: 3 clusters Score -735524.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -735541.250000 Penalty: 2613.938721
	Iteration 34Q: 3 clusters Score -735541.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -735552.875000 Penalty: 2613.938721
	Iteration 35Q: 3 clusters Score -735552.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -735567.500000 Penalty: 2613.938721
	Iteration 36Q: 3 clusters Score -735567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -735572.625000 Penalty: 2613.938721
	Iteration 37Q: 3 clusters Score -735572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -735577.125000 Penalty: 2613.938721
	Iteration 38Q: 3 clusters Score -735577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -735582.187500 Penalty: 2613.938721
	Iteration 39Q: 3 clusters Score -735582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -735588.125000 Penalty: 2613.938721
	Iteration 40F: 3 clusters Score -735588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -735591.500000 Penalty: 2613.938721
	Iteration 41Q: 3 clusters Score -735591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -735593.187500 Penalty: 2613.938721
	Iteration 42Q: 3 clusters Score -735593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -735595.937500 Penalty: 2613.938721
	Iteration 43Q: 3 clusters Score -735595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -735596.187500 Penalty: 2613.938721
	Iteration 44Q: 3 clusters Score -735596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -735596.250000 Penalty: 2613.938721
	Iteration 45Q: 3 clusters Score -735596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -735599.062500 Penalty: 2613.938721
	Iteration 46Q: 3 clusters Score -735599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -735599.562500 Penalty: 2613.938721
	Iteration 47Q: 3 clusters Score -735599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -735600.437500 Penalty: 2613.938721
	Iteration 48Q: 3 clusters Score -735600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -735600.437500 Penalty: 2613.938721
	Iteration 49F: 3 clusters Score -735600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Entering Unmasked Estep 
Score: -1261790.500000 Penalty: 1390.607910
	Iteration 0F: 2 clusters Score -1261790 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 5722 members 
Entering Unmasked Estep 
Score: -1254153.750000 Penalty: 2781.215820
	Iteration 0F: 3 clusters Score -1254154 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1256722.125000 Penalty: 2781.215820
	Iteration 1F: 3 clusters Score -1256722 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1256998.500000 Penalty: 2781.215820
	Iteration 2F: 3 clusters Score -1256998 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1257231.125000 Penalty: 2781.215820
	Iteration 3Q: 3 clusters Score -1257231 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1257463.500000 Penalty: 2781.215820
	Iteration 4Q: 3 clusters Score -1257464 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1257672.750000 Penalty: 2781.215820
	Iteration 5Q: 3 clusters Score -1257673 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1257974.875000 Penalty: 2781.215820
	Iteration 6Q: 3 clusters Score -1257975 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1258287.500000 Penalty: 2781.215820
	Iteration 7Q: 3 clusters Score -1258288 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1258619.250000 Penalty: 2781.215820
	Iteration 8Q: 3 clusters Score -1258619 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1258965.125000 Penalty: 2781.215820
	Iteration 9Q: 3 clusters Score -1258965 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1259301.250000 Penalty: 2781.215820
	Iteration 10Q: 3 clusters Score -1259301 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1259619.375000 Penalty: 2781.215820
	Iteration 11Q: 3 clusters Score -1259619 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1259877.750000 Penalty: 2781.215820
	Iteration 12Q: 3 clusters Score -1259878 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1260049.750000 Penalty: 2781.215820
	Iteration 13Q: 3 clusters Score -1260050 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1260186.625000 Penalty: 2781.215820
	Iteration 14Q: 3 clusters Score -1260187 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1260279.000000 Penalty: 2781.215820
	Iteration 15Q: 3 clusters Score -1260279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1260351.375000 Penalty: 2781.215820
	Iteration 16Q: 3 clusters Score -1260351 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1260405.750000 Penalty: 2781.215820
	Iteration 17Q: 3 clusters Score -1260406 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1260456.000000 Penalty: 2781.215820
	Iteration 18Q: 3 clusters Score -1260456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1260493.000000 Penalty: 2781.215820
	Iteration 19Q: 3 clusters Score -1260493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1260535.375000 Penalty: 2781.215820
	Iteration 20F: 3 clusters Score -1260535 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1260573.250000 Penalty: 2781.215820
	Iteration 21Q: 3 clusters Score -1260573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1260607.125000 Penalty: 2781.215820
	Iteration 22Q: 3 clusters Score -1260607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1260620.750000 Penalty: 2781.215820
	Iteration 23Q: 3 clusters Score -1260621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1260633.750000 Penalty: 2781.215820
	Iteration 24Q: 3 clusters Score -1260634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1260653.375000 Penalty: 2781.215820
	Iteration 25Q: 3 clusters Score -1260653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1260666.500000 Penalty: 2781.215820
	Iteration 26Q: 3 clusters Score -1260666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1260679.125000 Penalty: 2781.215820
	Iteration 27Q: 3 clusters Score -1260679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1260690.500000 Penalty: 2781.215820
	Iteration 28Q: 3 clusters Score -1260690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1260703.250000 Penalty: 2781.215820
	Iteration 29Q: 3 clusters Score -1260703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1260714.375000 Penalty: 2781.215820
	Iteration 30Q: 3 clusters Score -1260714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1260722.750000 Penalty: 2781.215820
	Iteration 31Q: 3 clusters Score -1260723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1260727.250000 Penalty: 2781.215820
	Iteration 32Q: 3 clusters Score -1260727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1260735.625000 Penalty: 2781.215820
	Iteration 33Q: 3 clusters Score -1260736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1260736.750000 Penalty: 2781.215820
	Iteration 34Q: 3 clusters Score -1260737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1260740.250000 Penalty: 2781.215820
	Iteration 35Q: 3 clusters Score -1260740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1260743.000000 Penalty: 2781.215820
	Iteration 36Q: 3 clusters Score -1260743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1260741.625000 Penalty: 2781.215820
	Iteration 37Q: 3 clusters Score -1260742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1260744.875000 Penalty: 2781.215820
	Iteration 38Q: 3 clusters Score -1260745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1260747.750000 Penalty: 2781.215820
	Iteration 39Q: 3 clusters Score -1260748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1260751.500000 Penalty: 2781.215820
	Iteration 40F: 3 clusters Score -1260752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1260754.000000 Penalty: 2781.215820
	Iteration 41Q: 3 clusters Score -1260754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1260752.250000 Penalty: 2781.215820
	Iteration 42Q: 3 clusters Score -1260752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1260758.625000 Penalty: 2781.215820
	Iteration 43Q: 3 clusters Score -1260759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1260758.375000 Penalty: 2781.215820
	Iteration 44Q: 3 clusters Score -1260758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1260760.000000 Penalty: 2781.215820
	Iteration 45Q: 3 clusters Score -1260760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1260761.625000 Penalty: 2781.215820
	Iteration 46Q: 3 clusters Score -1260762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1260763.625000 Penalty: 2781.215820
	Iteration 47Q: 3 clusters Score -1260764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1260764.875000 Penalty: 2781.215820
	Iteration 48Q: 3 clusters Score -1260765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1260766.625000 Penalty: 2781.215820
	Iteration 49Q: 3 clusters Score -1260767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1260770.000000 Penalty: 2781.215820
	Iteration 50Q: 3 clusters Score -1260770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1260773.125000 Penalty: 2781.215820
	Iteration 51Q: 3 clusters Score -1260773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1260775.500000 Penalty: 2781.215820
	Iteration 52Q: 3 clusters Score -1260776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1260778.875000 Penalty: 2781.215820
	Iteration 53Q: 3 clusters Score -1260779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1260784.875000 Penalty: 2781.215820
	Iteration 54Q: 3 clusters Score -1260785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1260786.250000 Penalty: 2781.215820
	Iteration 55Q: 3 clusters Score -1260786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1260790.250000 Penalty: 2781.215820
	Iteration 56Q: 3 clusters Score -1260790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1260792.750000 Penalty: 2781.215820
	Iteration 57Q: 3 clusters Score -1260793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1260792.875000 Penalty: 2781.215820
	Iteration 58Q: 3 clusters Score -1260793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1260797.750000 Penalty: 2781.215820
	Iteration 59Q: 3 clusters Score -1260798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1260799.000000 Penalty: 2781.215820
	Iteration 60F: 3 clusters Score -1260799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1260805.750000 Penalty: 2781.215820
	Iteration 61Q: 3 clusters Score -1260806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1260807.875000 Penalty: 2781.215820
	Iteration 62Q: 3 clusters Score -1260808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1260811.000000 Penalty: 2781.215820
	Iteration 63Q: 3 clusters Score -1260811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1260816.250000 Penalty: 2781.215820
	Iteration 64Q: 3 clusters Score -1260816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1260824.375000 Penalty: 2781.215820
	Iteration 65Q: 3 clusters Score -1260824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1260832.375000 Penalty: 2781.215820
	Iteration 66Q: 3 clusters Score -1260832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1260832.500000 Penalty: 2781.215820
	Iteration 67Q: 3 clusters Score -1260832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1260837.500000 Penalty: 2781.215820
	Iteration 68Q: 3 clusters Score -1260838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1260841.625000 Penalty: 2781.215820
	Iteration 69Q: 3 clusters Score -1260842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1260846.625000 Penalty: 2781.215820
	Iteration 70Q: 3 clusters Score -1260847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1260853.125000 Penalty: 2781.215820
	Iteration 71Q: 3 clusters Score -1260853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1260853.375000 Penalty: 2781.215820
	Iteration 72Q: 3 clusters Score -1260853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1260860.750000 Penalty: 2781.215820
	Iteration 73Q: 3 clusters Score -1260861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1260861.500000 Penalty: 2781.215820
	Iteration 74Q: 3 clusters Score -1260862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1260866.750000 Penalty: 2781.215820
	Iteration 75Q: 3 clusters Score -1260867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1260867.125000 Penalty: 2781.215820
	Iteration 76Q: 3 clusters Score -1260867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1260869.875000 Penalty: 2781.215820
	Iteration 77Q: 3 clusters Score -1260870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1260877.750000 Penalty: 2781.215820
	Iteration 78Q: 3 clusters Score -1260878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1260877.750000 Penalty: 2781.215820
	Iteration 79Q: 3 clusters Score -1260878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1260880.875000 Penalty: 2781.215820
	Iteration 80F: 3 clusters Score -1260881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1260886.500000 Penalty: 2781.215820
	Iteration 81Q: 3 clusters Score -1260886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1260885.125000 Penalty: 2781.215820
	Iteration 82Q: 3 clusters Score -1260885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1260891.000000 Penalty: 2781.215820
	Iteration 83Q: 3 clusters Score -1260891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1260896.375000 Penalty: 2781.215820
	Iteration 84Q: 3 clusters Score -1260896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1260898.875000 Penalty: 2781.215820
	Iteration 85Q: 3 clusters Score -1260899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1260898.625000 Penalty: 2781.215820
	Iteration 86Q: 3 clusters Score -1260899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1260898.625000 Penalty: 2781.215820
	Iteration 87Q: 3 clusters Score -1260899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1260901.250000 Penalty: 2781.215820
	Iteration 88Q: 3 clusters Score -1260901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1260905.375000 Penalty: 2781.215820
	Iteration 89Q: 3 clusters Score -1260905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1260904.750000 Penalty: 2781.215820
	Iteration 90Q: 3 clusters Score -1260905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1260905.500000 Penalty: 2781.215820
	Iteration 91Q: 3 clusters Score -1260906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1260905.500000 Penalty: 2781.215820
	Iteration 92Q: 3 clusters Score -1260906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1260908.125000 Penalty: 2781.215820
	Iteration 93Q: 3 clusters Score -1260908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1260908.625000 Penalty: 2781.215820
	Iteration 94Q: 3 clusters Score -1260909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1260913.250000 Penalty: 2781.215820
	Iteration 95Q: 3 clusters Score -1260913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1260915.500000 Penalty: 2781.215820
	Iteration 96Q: 3 clusters Score -1260916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1260922.500000 Penalty: 2781.215820
	Iteration 97Q: 3 clusters Score -1260922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1260923.500000 Penalty: 2781.215820
	Iteration 98Q: 3 clusters Score -1260924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1260926.500000 Penalty: 2781.215820
	Iteration 99Q: 3 clusters Score -1260926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1260929.500000 Penalty: 2781.215820
	Iteration 100F: 3 clusters Score -1260930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1260929.375000 Penalty: 2781.215820
	Iteration 101Q: 3 clusters Score -1260929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1260929.750000 Penalty: 2781.215820
	Iteration 102Q: 3 clusters Score -1260930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1260931.250000 Penalty: 2781.215820
	Iteration 103Q: 3 clusters Score -1260931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1260930.250000 Penalty: 2781.215820
	Iteration 104Q: 3 clusters Score -1260930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1260932.625000 Penalty: 2781.215820
	Iteration 105Q: 3 clusters Score -1260933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1260937.250000 Penalty: 2781.215820
	Iteration 106Q: 3 clusters Score -1260937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1260935.625000 Penalty: 2781.215820
	Iteration 107Q: 3 clusters Score -1260936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1260936.500000 Penalty: 2781.215820
	Iteration 108Q: 3 clusters Score -1260936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1260936.500000 Penalty: 2781.215820
	Iteration 109F: 3 clusters Score -1260936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Entering Unmasked Estep 
Score: -1222911.750000 Penalty: 1389.446533
	Iteration 0F: 2 clusters Score -1222912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1215277.000000 Penalty: 2778.893066
	Iteration 0F: 3 clusters Score -1215277 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1217896.000000 Penalty: 2778.893066
	Iteration 1F: 3 clusters Score -1217896 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1218272.000000 Penalty: 2778.893066
	Iteration 2F: 3 clusters Score -1218272 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1218561.500000 Penalty: 2778.893066
	Iteration 3F: 3 clusters Score -1218562 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1218814.750000 Penalty: 2778.893066
	Iteration 4Q: 3 clusters Score -1218815 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1219068.500000 Penalty: 2778.893066
	Iteration 5Q: 3 clusters Score -1219068 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1219343.500000 Penalty: 2778.893066
	Iteration 6Q: 3 clusters Score -1219344 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1219633.250000 Penalty: 2778.893066
	Iteration 7Q: 3 clusters Score -1219633 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1219931.250000 Penalty: 2778.893066
	Iteration 8Q: 3 clusters Score -1219931 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1220199.125000 Penalty: 2778.893066
	Iteration 9Q: 3 clusters Score -1220199 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1220436.250000 Penalty: 2778.893066
	Iteration 10Q: 3 clusters Score -1220436 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1220638.000000 Penalty: 2778.893066
	Iteration 11Q: 3 clusters Score -1220638 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1220817.375000 Penalty: 2778.893066
	Iteration 12Q: 3 clusters Score -1220817 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1220990.500000 Penalty: 2778.893066
	Iteration 13Q: 3 clusters Score -1220990 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1221127.250000 Penalty: 2778.893066
	Iteration 14Q: 3 clusters Score -1221127 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1221258.000000 Penalty: 2778.893066
	Iteration 15Q: 3 clusters Score -1221258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1221414.375000 Penalty: 2778.893066
	Iteration 16Q: 3 clusters Score -1221414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1221530.375000 Penalty: 2778.893066
	Iteration 17Q: 3 clusters Score -1221530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1221617.375000 Penalty: 2778.893066
	Iteration 18Q: 3 clusters Score -1221617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1221683.375000 Penalty: 2778.893066
	Iteration 19Q: 3 clusters Score -1221683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1221741.250000 Penalty: 2778.893066
	Iteration 20F: 3 clusters Score -1221741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1221780.875000 Penalty: 2778.893066
	Iteration 21Q: 3 clusters Score -1221781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1221830.125000 Penalty: 2778.893066
	Iteration 22Q: 3 clusters Score -1221830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1221863.500000 Penalty: 2778.893066
	Iteration 23Q: 3 clusters Score -1221864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1221892.125000 Penalty: 2778.893066
	Iteration 24Q: 3 clusters Score -1221892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1221912.625000 Penalty: 2778.893066
	Iteration 25Q: 3 clusters Score -1221913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1221930.000000 Penalty: 2778.893066
	Iteration 26Q: 3 clusters Score -1221930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1221940.750000 Penalty: 2778.893066
	Iteration 27Q: 3 clusters Score -1221941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1221951.625000 Penalty: 2778.893066
	Iteration 28Q: 3 clusters Score -1221952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1221959.500000 Penalty: 2778.893066
	Iteration 29Q: 3 clusters Score -1221960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1221963.625000 Penalty: 2778.893066
	Iteration 30Q: 3 clusters Score -1221964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1221964.375000 Penalty: 2778.893066
	Iteration 31Q: 3 clusters Score -1221964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1221970.000000 Penalty: 2778.893066
	Iteration 32Q: 3 clusters Score -1221970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1221971.125000 Penalty: 2778.893066
	Iteration 33Q: 3 clusters Score -1221971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1221973.500000 Penalty: 2778.893066
	Iteration 34Q: 3 clusters Score -1221974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1221975.000000 Penalty: 2778.893066
	Iteration 35Q: 3 clusters Score -1221975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1221976.750000 Penalty: 2778.893066
	Iteration 36Q: 3 clusters Score -1221977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1221978.250000 Penalty: 2778.893066
	Iteration 37Q: 3 clusters Score -1221978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1221981.250000 Penalty: 2778.893066
	Iteration 38Q: 3 clusters Score -1221981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1221979.625000 Penalty: 2778.893066
	Iteration 39Q: 3 clusters Score -1221980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1221980.750000 Penalty: 2778.893066
	Iteration 40F: 3 clusters Score -1221981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1221981.000000 Penalty: 2778.893066
	Iteration 41Q: 3 clusters Score -1221981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1221983.125000 Penalty: 2778.893066
	Iteration 42Q: 3 clusters Score -1221983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1221983.125000 Penalty: 2778.893066
	Iteration 43F: 3 clusters Score -1221983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Entering Unmasked Estep 
Score: -1698608.500000 Penalty: 1439.380615
	Iteration 0F: 2 clusters Score -1698608 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 7941 members 
Entering Unmasked Estep 
Score: -1688237.000000 Penalty: 2878.761230
	Iteration 0F: 3 clusters Score -1688237 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1691976.625000 Penalty: 2878.761230
	Iteration 1F: 3 clusters Score -1691977 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1692347.000000 Penalty: 2878.761230
	Iteration 2F: 3 clusters Score -1692347 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1692608.000000 Penalty: 2878.761230
	Iteration 3Q: 3 clusters Score -1692608 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1692818.250000 Penalty: 2878.761230
	Iteration 4Q: 3 clusters Score -1692818 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1693000.750000 Penalty: 2878.761230
	Iteration 5Q: 3 clusters Score -1693001 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1693183.125000 Penalty: 2878.761230
	Iteration 6Q: 3 clusters Score -1693183 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1693352.375000 Penalty: 2878.761230
	Iteration 7Q: 3 clusters Score -1693352 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1693522.625000 Penalty: 2878.761230
	Iteration 8Q: 3 clusters Score -1693523 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1693694.375000 Penalty: 2878.761230
	Iteration 9Q: 3 clusters Score -1693694 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1693875.500000 Penalty: 2878.761230
	Iteration 10Q: 3 clusters Score -1693876 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1694075.875000 Penalty: 2878.761230
	Iteration 11Q: 3 clusters Score -1694076 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1694328.875000 Penalty: 2878.761230
	Iteration 12Q: 3 clusters Score -1694329 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1694604.500000 Penalty: 2878.761230
	Iteration 13Q: 3 clusters Score -1694604 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1694940.625000 Penalty: 2878.761230
	Iteration 14Q: 3 clusters Score -1694941 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1695322.625000 Penalty: 2878.761230
	Iteration 15Q: 3 clusters Score -1695323 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1695711.125000 Penalty: 2878.761230
	Iteration 16Q: 3 clusters Score -1695711 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1696125.750000 Penalty: 2878.761230
	Iteration 17Q: 3 clusters Score -1696126 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1696539.000000 Penalty: 2878.761230
	Iteration 18Q: 3 clusters Score -1696539 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1696882.000000 Penalty: 2878.761230
	Iteration 19Q: 3 clusters Score -1696882 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1697112.625000 Penalty: 2878.761230
	Iteration 20F: 3 clusters Score -1697113 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1697310.500000 Penalty: 2878.761230
	Iteration 21Q: 3 clusters Score -1697310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1697478.375000 Penalty: 2878.761230
	Iteration 22Q: 3 clusters Score -1697478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1697636.375000 Penalty: 2878.761230
	Iteration 23Q: 3 clusters Score -1697636 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1697730.875000 Penalty: 2878.761230
	Iteration 24Q: 3 clusters Score -1697731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1697808.375000 Penalty: 2878.761230
	Iteration 25Q: 3 clusters Score -1697808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1697860.750000 Penalty: 2878.761230
	Iteration 26Q: 3 clusters Score -1697861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1697908.875000 Penalty: 2878.761230
	Iteration 27Q: 3 clusters Score -1697909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1697939.375000 Penalty: 2878.761230
	Iteration 28Q: 3 clusters Score -1697939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1697965.750000 Penalty: 2878.761230
	Iteration 29Q: 3 clusters Score -1697966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1697986.875000 Penalty: 2878.761230
	Iteration 30Q: 3 clusters Score -1697987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1698001.125000 Penalty: 2878.761230
	Iteration 31Q: 3 clusters Score -1698001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1698012.875000 Penalty: 2878.761230
	Iteration 32Q: 3 clusters Score -1698013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1698021.500000 Penalty: 2878.761230
	Iteration 33Q: 3 clusters Score -1698022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1698025.250000 Penalty: 2878.761230
	Iteration 34Q: 3 clusters Score -1698025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1698027.500000 Penalty: 2878.761230
	Iteration 35Q: 3 clusters Score -1698028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1698033.000000 Penalty: 2878.761230
	Iteration 36Q: 3 clusters Score -1698033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1698036.500000 Penalty: 2878.761230
	Iteration 37Q: 3 clusters Score -1698036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1698036.125000 Penalty: 2878.761230
	Iteration 38Q: 3 clusters Score -1698036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1698038.625000 Penalty: 2878.761230
	Iteration 39Q: 3 clusters Score -1698039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1698038.375000 Penalty: 2878.761230
	Iteration 40F: 3 clusters Score -1698038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1698040.125000 Penalty: 2878.761230
	Iteration 41Q: 3 clusters Score -1698040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1698040.250000 Penalty: 2878.761230
	Iteration 42Q: 3 clusters Score -1698040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1698040.250000 Penalty: 2878.761230
	Iteration 43F: 3 clusters Score -1698040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Entering Unmasked Estep 
Score: -5922264.500000 Penalty: 1618.501709
	Iteration 0F: 2 clusters Score -5922264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5887456.500000 Penalty: 3237.003418
	Iteration 0F: 3 clusters Score -5887456 nChanged 24653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5901612.500000 Penalty: 3237.003418
	Iteration 1F: 3 clusters Score -5901612 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5902858.500000 Penalty: 3237.003418
	Iteration 2F: 3 clusters Score -5902858 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5904719.500000 Penalty: 3237.003418
	Iteration 3F: 3 clusters Score -5904720 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5907495.000000 Penalty: 3237.003418
	Iteration 4F: 3 clusters Score -5907495 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5911295.500000 Penalty: 3237.003418
	Iteration 5F: 3 clusters Score -5911296 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -5915212.500000 Penalty: 3237.003418
	Iteration 6F: 3 clusters Score -5915212 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5917953.500000 Penalty: 3237.003418
	Iteration 7F: 3 clusters Score -5917954 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5919387.500000 Penalty: 3237.003418
	Iteration 8Q: 3 clusters Score -5919388 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5920115.000000 Penalty: 3237.003418
	Iteration 9Q: 3 clusters Score -5920115 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5920471.500000 Penalty: 3237.003418
	Iteration 10Q: 3 clusters Score -5920472 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5920700.500000 Penalty: 3237.003418
	Iteration 11Q: 3 clusters Score -5920700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5920820.000000 Penalty: 3237.003418
	Iteration 12Q: 3 clusters Score -5920820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5920901.000000 Penalty: 3237.003418
	Iteration 13Q: 3 clusters Score -5920901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5920964.500000 Penalty: 3237.003418
	Iteration 14Q: 3 clusters Score -5920964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5921006.000000 Penalty: 3237.003418
	Iteration 15Q: 3 clusters Score -5921006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5921024.000000 Penalty: 3237.003418
	Iteration 16Q: 3 clusters Score -5921024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5921042.000000 Penalty: 3237.003418
	Iteration 17Q: 3 clusters Score -5921042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5921059.500000 Penalty: 3237.003418
	Iteration 18Q: 3 clusters Score -5921060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5921065.000000 Penalty: 3237.003418
	Iteration 19Q: 3 clusters Score -5921065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5921071.500000 Penalty: 3237.003418
	Iteration 20F: 3 clusters Score -5921072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5921089.500000 Penalty: 3237.003418
	Iteration 21Q: 3 clusters Score -5921090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5921097.500000 Penalty: 3237.003418
	Iteration 22Q: 3 clusters Score -5921098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5921105.500000 Penalty: 3237.003418
	Iteration 23Q: 3 clusters Score -5921106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5921115.000000 Penalty: 3237.003418
	Iteration 24Q: 3 clusters Score -5921115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5921118.500000 Penalty: 3237.003418
	Iteration 25Q: 3 clusters Score -5921118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5921120.000000 Penalty: 3237.003418
	Iteration 26Q: 3 clusters Score -5921120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5921133.500000 Penalty: 3237.003418
	Iteration 27Q: 3 clusters Score -5921134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5921145.000000 Penalty: 3237.003418
	Iteration 28Q: 3 clusters Score -5921145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5921152.500000 Penalty: 3237.003418
	Iteration 29Q: 3 clusters Score -5921152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5921154.000000 Penalty: 3237.003418
	Iteration 30Q: 3 clusters Score -5921154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5921161.500000 Penalty: 3237.003418
	Iteration 31Q: 3 clusters Score -5921162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5921164.500000 Penalty: 3237.003418
	Iteration 32Q: 3 clusters Score -5921164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5921161.000000 Penalty: 3237.003418
	Iteration 33Q: 3 clusters Score -5921161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5921164.500000 Penalty: 3237.003418
	Iteration 34Q: 3 clusters Score -5921164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5921164.500000 Penalty: 3237.003418
	Iteration 35F: 3 clusters Score -5921164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -21182.267578 Penalty: 859.714661
	Iteration 0F: 2 clusters Score -21182.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20486.363281 Penalty: 1719.429321
	Iteration 0F: 3 clusters Score -20486.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20650.300781 Penalty: 1719.429321
	Iteration 1F: 3 clusters Score -20650.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20725.291016 Penalty: 1719.429321
	Iteration 2Q: 3 clusters Score -20725.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20758.144531 Penalty: 1719.429321
	Iteration 3Q: 3 clusters Score -20758.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20770.513672 Penalty: 1719.429321
	Iteration 4Q: 3 clusters Score -20770.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20783.767578 Penalty: 1719.429321
	Iteration 5Q: 3 clusters Score -20783.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20813.509766 Penalty: 1719.429321
	Iteration 6Q: 3 clusters Score -20813.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20823.181641 Penalty: 1719.429321
	Iteration 7Q: 3 clusters Score -20823.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20858.974609 Penalty: 1719.429321
	Iteration 8Q: 3 clusters Score -20858.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20908.707031 Penalty: 1719.429321
	Iteration 9Q: 3 clusters Score -20908.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20984.783203 Penalty: 1719.429321
	Iteration 10Q: 3 clusters Score -20984.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21064.382812 Penalty: 1719.429321
	Iteration 11Q: 3 clusters Score -21064.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21074.167969 Penalty: 1719.429321
	Iteration 12Q: 3 clusters Score -21074.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21082.298828 Penalty: 1719.429321
	Iteration 13Q: 3 clusters Score -21082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21088.470703 Penalty: 1719.429321
	Iteration 14Q: 3 clusters Score -21088.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21088.470703 Penalty: 1719.429321
	Iteration 15F: 3 clusters Score -21088.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (65740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Entering Unmasked Estep 
Score: -7709757.500000 Penalty: 1650.707275
	Iteration 0F: 2 clusters Score -7709758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -7667002.500000 Penalty: 3301.414551
	Iteration 0F: 3 clusters Score -7667002 nChanged 30597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -7684024.000000 Penalty: 3301.414551
	Iteration 1F: 3 clusters Score -7684024 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -7684699.000000 Penalty: 3301.414551
	Iteration 2Q: 3 clusters Score -7684699 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -7685327.000000 Penalty: 3301.414551
	Iteration 3Q: 3 clusters Score -7685327 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -7686133.000000 Penalty: 3301.414551
	Iteration 4Q: 3 clusters Score -7686133 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -7687304.000000 Penalty: 3301.414551
	Iteration 5Q: 3 clusters Score -7687304 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -7689097.500000 Penalty: 3301.414551
	Iteration 6Q: 3 clusters Score -7689098 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -7691777.500000 Penalty: 3301.414551
	Iteration 7F: 3 clusters Score -7691778 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -7695761.500000 Penalty: 3301.414551
	Iteration 8F: 3 clusters Score -7695762 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -7700207.500000 Penalty: 3301.414551
	Iteration 9F: 3 clusters Score -7700208 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -7703910.500000 Penalty: 3301.414551
	Iteration 10F: 3 clusters Score -7703910 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7706238.000000 Penalty: 3301.414551
	Iteration 11Q: 3 clusters Score -7706238 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7707327.000000 Penalty: 3301.414551
	Iteration 12Q: 3 clusters Score -7707327 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7707894.500000 Penalty: 3301.414551
	Iteration 13Q: 3 clusters Score -7707894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7708163.000000 Penalty: 3301.414551
	Iteration 14Q: 3 clusters Score -7708163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7708277.000000 Penalty: 3301.414551
	Iteration 15Q: 3 clusters Score -7708277 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7708362.500000 Penalty: 3301.414551
	Iteration 16Q: 3 clusters Score -7708362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7708418.000000 Penalty: 3301.414551
	Iteration 17Q: 3 clusters Score -7708418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7708435.000000 Penalty: 3301.414551
	Iteration 18Q: 3 clusters Score -7708435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7708461.000000 Penalty: 3301.414551
	Iteration 19Q: 3 clusters Score -7708461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7708478.000000 Penalty: 3301.414551
	Iteration 20F: 3 clusters Score -7708478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7708490.500000 Penalty: 3301.414551
	Iteration 21Q: 3 clusters Score -7708490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7708497.000000 Penalty: 3301.414551
	Iteration 22Q: 3 clusters Score -7708497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7708503.500000 Penalty: 3301.414551
	Iteration 23Q: 3 clusters Score -7708504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7708510.500000 Penalty: 3301.414551
	Iteration 24Q: 3 clusters Score -7708510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7708523.000000 Penalty: 3301.414551
	Iteration 25Q: 3 clusters Score -7708523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7708519.500000 Penalty: 3301.414551
	Iteration 26Q: 3 clusters Score -7708520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7708526.000000 Penalty: 3301.414551
	Iteration 27Q: 3 clusters Score -7708526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7708522.000000 Penalty: 3301.414551
	Iteration 28Q: 3 clusters Score -7708522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7708525.500000 Penalty: 3301.414551
	Iteration 29Q: 3 clusters Score -7708526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7708526.500000 Penalty: 3301.414551
	Iteration 30Q: 3 clusters Score -7708526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7708531.000000 Penalty: 3301.414551
	Iteration 31Q: 3 clusters Score -7708531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7708534.500000 Penalty: 3301.414551
	Iteration 32Q: 3 clusters Score -7708534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7708531.000000 Penalty: 3301.414551
	Iteration 33Q: 3 clusters Score -7708531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7708530.500000 Penalty: 3301.414551
	Iteration 34Q: 3 clusters Score -7708530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7708534.500000 Penalty: 3301.414551
	Iteration 35Q: 3 clusters Score -7708534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7708531.000000 Penalty: 3301.414551
	Iteration 36Q: 3 clusters Score -7708531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7708531.000000 Penalty: 3301.414551
	Iteration 37Q: 3 clusters Score -7708531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7708531.000000 Penalty: 3301.414551
	Iteration 38F: 3 clusters Score -7708531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -512229.281250 Penalty: 1255.145142
	Iteration 0F: 2 clusters Score -512229.3 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 2290 members 
Entering Unmasked Estep 
Score: -508802.000000 Penalty: 2510.290283
	Iteration 0F: 3 clusters Score -508802 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -509795.812500 Penalty: 2510.290283
	Iteration 1F: 3 clusters Score -509795.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -510003.281250 Penalty: 2510.290283
	Iteration 2F: 3 clusters Score -510003.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -510118.093750 Penalty: 2510.290283
	Iteration 3Q: 3 clusters Score -510118.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -510194.062500 Penalty: 2510.290283
	Iteration 4Q: 3 clusters Score -510194.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -510250.687500 Penalty: 2510.290283
	Iteration 5Q: 3 clusters Score -510250.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -510303.062500 Penalty: 2510.290283
	Iteration 6Q: 3 clusters Score -510303.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -510343.906250 Penalty: 2510.290283
	Iteration 7Q: 3 clusters Score -510343.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -510389.343750 Penalty: 2510.290283
	Iteration 8Q: 3 clusters Score -510389.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -510417.187500 Penalty: 2510.290283
	Iteration 9Q: 3 clusters Score -510417.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -510443.218750 Penalty: 2510.290283
	Iteration 10Q: 3 clusters Score -510443.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -510466.343750 Penalty: 2510.290283
	Iteration 11Q: 3 clusters Score -510466.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -510490.718750 Penalty: 2510.290283
	Iteration 12Q: 3 clusters Score -510490.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -510511.593750 Penalty: 2510.290283
	Iteration 13Q: 3 clusters Score -510511.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -510532.843750 Penalty: 2510.290283
	Iteration 14Q: 3 clusters Score -510532.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -510552.218750 Penalty: 2510.290283
	Iteration 15Q: 3 clusters Score -510552.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -510575.156250 Penalty: 2510.290283
	Iteration 16Q: 3 clusters Score -510575.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -510599.156250 Penalty: 2510.290283
	Iteration 17Q: 3 clusters Score -510599.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -510622.531250 Penalty: 2510.290283
	Iteration 18Q: 3 clusters Score -510622.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -510636.562500 Penalty: 2510.290283
	Iteration 19Q: 3 clusters Score -510636.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -510653.375000 Penalty: 2510.290283
	Iteration 20F: 3 clusters Score -510653.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -510669.156250 Penalty: 2510.290283
	Iteration 21Q: 3 clusters Score -510669.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -510686.156250 Penalty: 2510.290283
	Iteration 22Q: 3 clusters Score -510686.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -510698.968750 Penalty: 2510.290283
	Iteration 23Q: 3 clusters Score -510699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -510711.906250 Penalty: 2510.290283
	Iteration 24Q: 3 clusters Score -510711.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -510731.156250 Penalty: 2510.290283
	Iteration 25Q: 3 clusters Score -510731.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -510753.062500 Penalty: 2510.290283
	Iteration 26Q: 3 clusters Score -510753.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -510770.843750 Penalty: 2510.290283
	Iteration 27Q: 3 clusters Score -510770.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -510788.062500 Penalty: 2510.290283
	Iteration 28Q: 3 clusters Score -510788.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -510804.437500 Penalty: 2510.290283
	Iteration 29Q: 3 clusters Score -510804.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -510820.281250 Penalty: 2510.290283
	Iteration 30Q: 3 clusters Score -510820.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -510834.093750 Penalty: 2510.290283
	Iteration 31Q: 3 clusters Score -510834.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -510849.625000 Penalty: 2510.290283
	Iteration 32Q: 3 clusters Score -510849.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -510863.906250 Penalty: 2510.290283
	Iteration 33Q: 3 clusters Score -510863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -510876.937500 Penalty: 2510.290283
	Iteration 34Q: 3 clusters Score -510876.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -510887.843750 Penalty: 2510.290283
	Iteration 35Q: 3 clusters Score -510887.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -510900.093750 Penalty: 2510.290283
	Iteration 36Q: 3 clusters Score -510900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -510908.781250 Penalty: 2510.290283
	Iteration 37Q: 3 clusters Score -510908.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -510915.187500 Penalty: 2510.290283
	Iteration 38Q: 3 clusters Score -510915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -510918.968750 Penalty: 2510.290283
	Iteration 39Q: 3 clusters Score -510919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -510924.281250 Penalty: 2510.290283
	Iteration 40F: 3 clusters Score -510924.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -510927.968750 Penalty: 2510.290283
	Iteration 41Q: 3 clusters Score -510928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -510929.781250 Penalty: 2510.290283
	Iteration 42Q: 3 clusters Score -510929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -510932.156250 Penalty: 2510.290283
	Iteration 43Q: 3 clusters Score -510932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -510932.875000 Penalty: 2510.290283
	Iteration 44Q: 3 clusters Score -510932.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -510936.062500 Penalty: 2510.290283
	Iteration 45Q: 3 clusters Score -510936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -510939.906250 Penalty: 2510.290283
	Iteration 46Q: 3 clusters Score -510939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -510944.968750 Penalty: 2510.290283
	Iteration 47Q: 3 clusters Score -510945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -510952.375000 Penalty: 2510.290283
	Iteration 48Q: 3 clusters Score -510952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -510964.437500 Penalty: 2510.290283
	Iteration 49Q: 3 clusters Score -510964.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -510976.937500 Penalty: 2510.290283
	Iteration 50Q: 3 clusters Score -510976.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -510991.750000 Penalty: 2510.290283
	Iteration 51Q: 3 clusters Score -510991.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -511002.156250 Penalty: 2510.290283
	Iteration 52Q: 3 clusters Score -511002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -511012.250000 Penalty: 2510.290283
	Iteration 53Q: 3 clusters Score -511012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -511016.968750 Penalty: 2510.290283
	Iteration 54Q: 3 clusters Score -511017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -511019.687500 Penalty: 2510.290283
	Iteration 55Q: 3 clusters Score -511019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -511022.125000 Penalty: 2510.290283
	Iteration 56Q: 3 clusters Score -511022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -511023.187500 Penalty: 2510.290283
	Iteration 57Q: 3 clusters Score -511023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -511025.187500 Penalty: 2510.290283
	Iteration 58Q: 3 clusters Score -511025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -511027.375000 Penalty: 2510.290283
	Iteration 59Q: 3 clusters Score -511027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -511028.562500 Penalty: 2510.290283
	Iteration 60F: 3 clusters Score -511028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -511028.593750 Penalty: 2510.290283
	Iteration 61Q: 3 clusters Score -511028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -511029.937500 Penalty: 2510.290283
	Iteration 62Q: 3 clusters Score -511029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -511029.843750 Penalty: 2510.290283
	Iteration 63Q: 3 clusters Score -511029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -511029.843750 Penalty: 2510.290283
	Iteration 64F: 3 clusters Score -511029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -601844.625000 Penalty: 1283.101440
	Iteration 0F: 2 clusters Score -601844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -597811.312500 Penalty: 2566.202881
	Iteration 0F: 3 clusters Score -597811.3 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -599049.062500 Penalty: 2566.202881
	Iteration 1F: 3 clusters Score -599049.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -599265.437500 Penalty: 2566.202881
	Iteration 2F: 3 clusters Score -599265.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -599400.250000 Penalty: 2566.202881
	Iteration 3Q: 3 clusters Score -599400.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -599494.375000 Penalty: 2566.202881
	Iteration 4Q: 3 clusters Score -599494.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -599568.250000 Penalty: 2566.202881
	Iteration 5Q: 3 clusters Score -599568.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -599641.125000 Penalty: 2566.202881
	Iteration 6Q: 3 clusters Score -599641.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -599705.375000 Penalty: 2566.202881
	Iteration 7Q: 3 clusters Score -599705.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -599756.812500 Penalty: 2566.202881
	Iteration 8Q: 3 clusters Score -599756.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -599804.625000 Penalty: 2566.202881
	Iteration 9Q: 3 clusters Score -599804.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -599845.500000 Penalty: 2566.202881
	Iteration 10Q: 3 clusters Score -599845.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -599884.812500 Penalty: 2566.202881
	Iteration 11Q: 3 clusters Score -599884.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -599938.062500 Penalty: 2566.202881
	Iteration 12Q: 3 clusters Score -599938.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -599992.937500 Penalty: 2566.202881
	Iteration 13Q: 3 clusters Score -599992.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -600045.000000 Penalty: 2566.202881
	Iteration 14Q: 3 clusters Score -600045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -600102.062500 Penalty: 2566.202881
	Iteration 15Q: 3 clusters Score -600102.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -600160.562500 Penalty: 2566.202881
	Iteration 16Q: 3 clusters Score -600160.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -600230.312500 Penalty: 2566.202881
	Iteration 17Q: 3 clusters Score -600230.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -600285.812500 Penalty: 2566.202881
	Iteration 18Q: 3 clusters Score -600285.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -600340.250000 Penalty: 2566.202881
	Iteration 19Q: 3 clusters Score -600340.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -600393.812500 Penalty: 2566.202881
	Iteration 20F: 3 clusters Score -600393.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -600449.062500 Penalty: 2566.202881
	Iteration 21Q: 3 clusters Score -600449.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -600497.312500 Penalty: 2566.202881
	Iteration 22Q: 3 clusters Score -600497.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -600536.812500 Penalty: 2566.202881
	Iteration 23Q: 3 clusters Score -600536.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -600573.875000 Penalty: 2566.202881
	Iteration 24Q: 3 clusters Score -600573.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -600610.125000 Penalty: 2566.202881
	Iteration 25Q: 3 clusters Score -600610.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -600647.250000 Penalty: 2566.202881
	Iteration 26Q: 3 clusters Score -600647.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -600686.875000 Penalty: 2566.202881
	Iteration 27Q: 3 clusters Score -600686.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -600720.562500 Penalty: 2566.202881
	Iteration 28Q: 3 clusters Score -600720.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -600741.937500 Penalty: 2566.202881
	Iteration 29Q: 3 clusters Score -600741.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -600767.562500 Penalty: 2566.202881
	Iteration 30Q: 3 clusters Score -600767.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -600797.937500 Penalty: 2566.202881
	Iteration 31Q: 3 clusters Score -600797.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -600818.375000 Penalty: 2566.202881
	Iteration 32Q: 3 clusters Score -600818.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -600835.875000 Penalty: 2566.202881
	Iteration 33Q: 3 clusters Score -600835.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -600857.812500 Penalty: 2566.202881
	Iteration 34Q: 3 clusters Score -600857.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -600882.500000 Penalty: 2566.202881
	Iteration 35Q: 3 clusters Score -600882.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -600902.875000 Penalty: 2566.202881
	Iteration 36Q: 3 clusters Score -600902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -600913.000000 Penalty: 2566.202881
	Iteration 37Q: 3 clusters Score -600913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -600918.125000 Penalty: 2566.202881
	Iteration 38Q: 3 clusters Score -600918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -600922.500000 Penalty: 2566.202881
	Iteration 39Q: 3 clusters Score -600922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -600923.437500 Penalty: 2566.202881
	Iteration 40F: 3 clusters Score -600923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -600925.000000 Penalty: 2566.202881
	Iteration 41Q: 3 clusters Score -600925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -600927.312500 Penalty: 2566.202881
	Iteration 42Q: 3 clusters Score -600927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -600929.750000 Penalty: 2566.202881
	Iteration 43Q: 3 clusters Score -600929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -600930.812500 Penalty: 2566.202881
	Iteration 44Q: 3 clusters Score -600930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -600930.937500 Penalty: 2566.202881
	Iteration 45Q: 3 clusters Score -600930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -600931.000000 Penalty: 2566.202881
	Iteration 46Q: 3 clusters Score -600931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -600932.500000 Penalty: 2566.202881
	Iteration 47Q: 3 clusters Score -600932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -600935.062500 Penalty: 2566.202881
	Iteration 48Q: 3 clusters Score -600935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -600937.250000 Penalty: 2566.202881
	Iteration 49Q: 3 clusters Score -600937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -600939.000000 Penalty: 2566.202881
	Iteration 50Q: 3 clusters Score -600939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -600938.625000 Penalty: 2566.202881
	Iteration 51Q: 3 clusters Score -600938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -600938.625000 Penalty: 2566.202881
	Iteration 52F: 3 clusters Score -600938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Entering Unmasked Estep 
Score: -808591.750000 Penalty: 1334.724609
	Iteration 0F: 2 clusters Score -808591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -803195.687500 Penalty: 2669.449219
	Iteration 0F: 3 clusters Score -803195.7 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -805047.875000 Penalty: 2669.449219
	Iteration 1F: 3 clusters Score -805047.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -805442.250000 Penalty: 2669.449219
	Iteration 2F: 3 clusters Score -805442.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -805729.875000 Penalty: 2669.449219
	Iteration 3F: 3 clusters Score -805729.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -805986.750000 Penalty: 2669.449219
	Iteration 4Q: 3 clusters Score -805986.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -806259.812500 Penalty: 2669.449219
	Iteration 5F: 3 clusters Score -806259.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -806513.937500 Penalty: 2669.449219
	Iteration 6Q: 3 clusters Score -806513.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -806784.500000 Penalty: 2669.449219
	Iteration 7Q: 3 clusters Score -806784.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -807033.000000 Penalty: 2669.449219
	Iteration 8Q: 3 clusters Score -807033 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -807242.250000 Penalty: 2669.449219
	Iteration 9Q: 3 clusters Score -807242.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -807405.062500 Penalty: 2669.449219
	Iteration 10Q: 3 clusters Score -807405.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -807541.250000 Penalty: 2669.449219
	Iteration 11Q: 3 clusters Score -807541.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -807641.562500 Penalty: 2669.449219
	Iteration 12Q: 3 clusters Score -807641.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -807712.625000 Penalty: 2669.449219
	Iteration 13Q: 3 clusters Score -807712.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -807757.375000 Penalty: 2669.449219
	Iteration 14Q: 3 clusters Score -807757.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -807787.125000 Penalty: 2669.449219
	Iteration 15Q: 3 clusters Score -807787.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -807814.125000 Penalty: 2669.449219
	Iteration 16Q: 3 clusters Score -807814.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -807837.375000 Penalty: 2669.449219
	Iteration 17Q: 3 clusters Score -807837.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -807867.375000 Penalty: 2669.449219
	Iteration 18Q: 3 clusters Score -807867.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -807900.875000 Penalty: 2669.449219
	Iteration 19Q: 3 clusters Score -807900.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -807924.062500 Penalty: 2669.449219
	Iteration 20F: 3 clusters Score -807924.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -807942.687500 Penalty: 2669.449219
	Iteration 21Q: 3 clusters Score -807942.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -807961.437500 Penalty: 2669.449219
	Iteration 22Q: 3 clusters Score -807961.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -807981.437500 Penalty: 2669.449219
	Iteration 23Q: 3 clusters Score -807981.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -808002.437500 Penalty: 2669.449219
	Iteration 24Q: 3 clusters Score -808002.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -808033.062500 Penalty: 2669.449219
	Iteration 25Q: 3 clusters Score -808033.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -808060.062500 Penalty: 2669.449219
	Iteration 26Q: 3 clusters Score -808060.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -808074.312500 Penalty: 2669.449219
	Iteration 27Q: 3 clusters Score -808074.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -808085.562500 Penalty: 2669.449219
	Iteration 28Q: 3 clusters Score -808085.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -808093.062500 Penalty: 2669.449219
	Iteration 29Q: 3 clusters Score -808093.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -808097.375000 Penalty: 2669.449219
	Iteration 30Q: 3 clusters Score -808097.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -808101.500000 Penalty: 2669.449219
	Iteration 31Q: 3 clusters Score -808101.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -808110.000000 Penalty: 2669.449219
	Iteration 32Q: 3 clusters Score -808110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -808110.625000 Penalty: 2669.449219
	Iteration 33Q: 3 clusters Score -808110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -808111.500000 Penalty: 2669.449219
	Iteration 34Q: 3 clusters Score -808111.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -808113.312500 Penalty: 2669.449219
	Iteration 35Q: 3 clusters Score -808113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -808112.750000 Penalty: 2669.449219
	Iteration 36Q: 3 clusters Score -808112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -808113.000000 Penalty: 2669.449219
	Iteration 37Q: 3 clusters Score -808113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -808113.000000 Penalty: 2669.449219
	Iteration 38F: 3 clusters Score -808113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -943533.062500 Penalty: 1337.963013
	Iteration 0F: 2 clusters Score -943533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -938023.625000 Penalty: 2675.926025
	Iteration 0F: 3 clusters Score -938023.6 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -939917.437500 Penalty: 2675.926025
	Iteration 1F: 3 clusters Score -939917.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -940276.250000 Penalty: 2675.926025
	Iteration 2F: 3 clusters Score -940276.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -940516.187500 Penalty: 2675.926025
	Iteration 3F: 3 clusters Score -940516.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -940697.250000 Penalty: 2675.926025
	Iteration 4Q: 3 clusters Score -940697.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -940844.687500 Penalty: 2675.926025
	Iteration 5Q: 3 clusters Score -940844.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -940971.375000 Penalty: 2675.926025
	Iteration 6Q: 3 clusters Score -940971.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -941077.062500 Penalty: 2675.926025
	Iteration 7Q: 3 clusters Score -941077.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -941155.375000 Penalty: 2675.926025
	Iteration 8Q: 3 clusters Score -941155.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -941234.312500 Penalty: 2675.926025
	Iteration 9Q: 3 clusters Score -941234.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -941290.562500 Penalty: 2675.926025
	Iteration 10Q: 3 clusters Score -941290.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -941346.812500 Penalty: 2675.926025
	Iteration 11Q: 3 clusters Score -941346.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -941402.312500 Penalty: 2675.926025
	Iteration 12Q: 3 clusters Score -941402.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -941480.750000 Penalty: 2675.926025
	Iteration 13Q: 3 clusters Score -941480.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -941581.812500 Penalty: 2675.926025
	Iteration 14Q: 3 clusters Score -941581.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -941692.125000 Penalty: 2675.926025
	Iteration 15Q: 3 clusters Score -941692.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -941822.062500 Penalty: 2675.926025
	Iteration 16Q: 3 clusters Score -941822.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -941937.187500 Penalty: 2675.926025
	Iteration 17Q: 3 clusters Score -941937.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -942039.750000 Penalty: 2675.926025
	Iteration 18Q: 3 clusters Score -942039.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -942130.000000 Penalty: 2675.926025
	Iteration 19Q: 3 clusters Score -942130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -942237.000000 Penalty: 2675.926025
	Iteration 20F: 3 clusters Score -942237 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -942333.562500 Penalty: 2675.926025
	Iteration 21Q: 3 clusters Score -942333.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -942400.062500 Penalty: 2675.926025
	Iteration 22Q: 3 clusters Score -942400.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -942469.500000 Penalty: 2675.926025
	Iteration 23Q: 3 clusters Score -942469.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -942512.750000 Penalty: 2675.926025
	Iteration 24Q: 3 clusters Score -942512.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -942547.500000 Penalty: 2675.926025
	Iteration 25Q: 3 clusters Score -942547.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -942579.937500 Penalty: 2675.926025
	Iteration 26Q: 3 clusters Score -942579.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -942598.000000 Penalty: 2675.926025
	Iteration 27Q: 3 clusters Score -942598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -942611.000000 Penalty: 2675.926025
	Iteration 28Q: 3 clusters Score -942611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -942623.562500 Penalty: 2675.926025
	Iteration 29Q: 3 clusters Score -942623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -942635.250000 Penalty: 2675.926025
	Iteration 30Q: 3 clusters Score -942635.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -942640.000000 Penalty: 2675.926025
	Iteration 31Q: 3 clusters Score -942640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -942643.937500 Penalty: 2675.926025
	Iteration 32Q: 3 clusters Score -942643.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -942648.812500 Penalty: 2675.926025
	Iteration 33Q: 3 clusters Score -942648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -942651.625000 Penalty: 2675.926025
	Iteration 34Q: 3 clusters Score -942651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -942657.500000 Penalty: 2675.926025
	Iteration 35Q: 3 clusters Score -942657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -942662.562500 Penalty: 2675.926025
	Iteration 36Q: 3 clusters Score -942662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -942663.812500 Penalty: 2675.926025
	Iteration 37Q: 3 clusters Score -942663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -942666.437500 Penalty: 2675.926025
	Iteration 38Q: 3 clusters Score -942666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -942670.062500 Penalty: 2675.926025
	Iteration 39Q: 3 clusters Score -942670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -942671.125000 Penalty: 2675.926025
	Iteration 40F: 3 clusters Score -942671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -942677.375000 Penalty: 2675.926025
	Iteration 41Q: 3 clusters Score -942677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -942682.437500 Penalty: 2675.926025
	Iteration 42Q: 3 clusters Score -942682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -942685.375000 Penalty: 2675.926025
	Iteration 43Q: 3 clusters Score -942685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -942686.750000 Penalty: 2675.926025
	Iteration 44Q: 3 clusters Score -942686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -942687.937500 Penalty: 2675.926025
	Iteration 45Q: 3 clusters Score -942687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -942690.562500 Penalty: 2675.926025
	Iteration 46Q: 3 clusters Score -942690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -942692.625000 Penalty: 2675.926025
	Iteration 47Q: 3 clusters Score -942692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -942693.937500 Penalty: 2675.926025
	Iteration 48Q: 3 clusters Score -942693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -942695.062500 Penalty: 2675.926025
	Iteration 49Q: 3 clusters Score -942695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -942694.875000 Penalty: 2675.926025
	Iteration 50Q: 3 clusters Score -942694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -942694.875000 Penalty: 2675.926025
	Iteration 51F: 3 clusters Score -942694.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Entering Unmasked Estep 
Score: -1018243.000000 Penalty: 1357.117920
	Iteration 0F: 2 clusters Score -1018243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1011965.312500 Penalty: 2714.235840
	Iteration 0F: 3 clusters Score -1011965 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1013920.687500 Penalty: 2714.235840
	Iteration 1F: 3 clusters Score -1013921 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1014181.437500 Penalty: 2714.235840
	Iteration 2F: 3 clusters Score -1014181 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1014372.937500 Penalty: 2714.235840
	Iteration 3Q: 3 clusters Score -1014373 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1014564.812500 Penalty: 2714.235840
	Iteration 4Q: 3 clusters Score -1014565 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1014765.562500 Penalty: 2714.235840
	Iteration 5Q: 3 clusters Score -1014766 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1014959.250000 Penalty: 2714.235840
	Iteration 6Q: 3 clusters Score -1014959 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1015155.312500 Penalty: 2714.235840
	Iteration 7Q: 3 clusters Score -1015155 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1015333.937500 Penalty: 2714.235840
	Iteration 8Q: 3 clusters Score -1015334 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1015505.187500 Penalty: 2714.235840
	Iteration 9Q: 3 clusters Score -1015505 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1015658.437500 Penalty: 2714.235840
	Iteration 10Q: 3 clusters Score -1015658 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1015817.187500 Penalty: 2714.235840
	Iteration 11Q: 3 clusters Score -1015817 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1015955.812500 Penalty: 2714.235840
	Iteration 12Q: 3 clusters Score -1015956 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1016105.000000 Penalty: 2714.235840
	Iteration 13Q: 3 clusters Score -1016105 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1016254.750000 Penalty: 2714.235840
	Iteration 14Q: 3 clusters Score -1016255 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1016374.437500 Penalty: 2714.235840
	Iteration 15Q: 3 clusters Score -1016374 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1016453.125000 Penalty: 2714.235840
	Iteration 16Q: 3 clusters Score -1016453 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1016518.687500 Penalty: 2714.235840
	Iteration 17Q: 3 clusters Score -1016519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1016561.687500 Penalty: 2714.235840
	Iteration 18Q: 3 clusters Score -1016562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1016596.750000 Penalty: 2714.235840
	Iteration 19Q: 3 clusters Score -1016597 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1016631.937500 Penalty: 2714.235840
	Iteration 20F: 3 clusters Score -1016632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1016669.187500 Penalty: 2714.235840
	Iteration 21Q: 3 clusters Score -1016669 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1016703.875000 Penalty: 2714.235840
	Iteration 22Q: 3 clusters Score -1016704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1016739.000000 Penalty: 2714.235840
	Iteration 23Q: 3 clusters Score -1016739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1016768.250000 Penalty: 2714.235840
	Iteration 24Q: 3 clusters Score -1016768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1016792.687500 Penalty: 2714.235840
	Iteration 25Q: 3 clusters Score -1016793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1016812.750000 Penalty: 2714.235840
	Iteration 26Q: 3 clusters Score -1016813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1016827.812500 Penalty: 2714.235840
	Iteration 27Q: 3 clusters Score -1016828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1016837.937500 Penalty: 2714.235840
	Iteration 28Q: 3 clusters Score -1016838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1016847.312500 Penalty: 2714.235840
	Iteration 29Q: 3 clusters Score -1016847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1016854.500000 Penalty: 2714.235840
	Iteration 30Q: 3 clusters Score -1016854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1016856.937500 Penalty: 2714.235840
	Iteration 31Q: 3 clusters Score -1016857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1016865.437500 Penalty: 2714.235840
	Iteration 32Q: 3 clusters Score -1016865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1016865.625000 Penalty: 2714.235840
	Iteration 33Q: 3 clusters Score -1016866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1016870.437500 Penalty: 2714.235840
	Iteration 34Q: 3 clusters Score -1016870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1016874.937500 Penalty: 2714.235840
	Iteration 35Q: 3 clusters Score -1016875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1016873.562500 Penalty: 2714.235840
	Iteration 36Q: 3 clusters Score -1016874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1016877.500000 Penalty: 2714.235840
	Iteration 37Q: 3 clusters Score -1016878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1016878.875000 Penalty: 2714.235840
	Iteration 38Q: 3 clusters Score -1016879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1016877.812500 Penalty: 2714.235840
	Iteration 39Q: 3 clusters Score -1016878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1016880.250000 Penalty: 2714.235840
	Iteration 40F: 3 clusters Score -1016880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1016883.312500 Penalty: 2714.235840
	Iteration 41Q: 3 clusters Score -1016883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1016886.875000 Penalty: 2714.235840
	Iteration 42Q: 3 clusters Score -1016887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1016889.125000 Penalty: 2714.235840
	Iteration 43Q: 3 clusters Score -1016889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1016886.937500 Penalty: 2714.235840
	Iteration 44Q: 3 clusters Score -1016887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1016889.437500 Penalty: 2714.235840
	Iteration 45Q: 3 clusters Score -1016889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1016891.750000 Penalty: 2714.235840
	Iteration 46Q: 3 clusters Score -1016892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1016895.125000 Penalty: 2714.235840
	Iteration 47Q: 3 clusters Score -1016895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1016899.000000 Penalty: 2714.235840
	Iteration 48Q: 3 clusters Score -1016899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1016901.187500 Penalty: 2714.235840
	Iteration 49Q: 3 clusters Score -1016901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1016906.062500 Penalty: 2714.235840
	Iteration 50Q: 3 clusters Score -1016906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1016908.375000 Penalty: 2714.235840
	Iteration 51Q: 3 clusters Score -1016908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1016910.125000 Penalty: 2714.235840
	Iteration 52Q: 3 clusters Score -1016910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1016911.187500 Penalty: 2714.235840
	Iteration 53Q: 3 clusters Score -1016911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1016912.187500 Penalty: 2714.235840
	Iteration 54Q: 3 clusters Score -1016912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1016917.875000 Penalty: 2714.235840
	Iteration 55Q: 3 clusters Score -1016918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1016919.000000 Penalty: 2714.235840
	Iteration 56Q: 3 clusters Score -1016919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1016922.062500 Penalty: 2714.235840
	Iteration 57Q: 3 clusters Score -1016922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1016928.687500 Penalty: 2714.235840
	Iteration 58Q: 3 clusters Score -1016929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1016933.562500 Penalty: 2714.235840
	Iteration 59Q: 3 clusters Score -1016934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1016937.625000 Penalty: 2714.235840
	Iteration 60F: 3 clusters Score -1016938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1016944.000000 Penalty: 2714.235840
	Iteration 61Q: 3 clusters Score -1016944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1016955.312500 Penalty: 2714.235840
	Iteration 62Q: 3 clusters Score -1016955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1016962.125000 Penalty: 2714.235840
	Iteration 63Q: 3 clusters Score -1016962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1016969.562500 Penalty: 2714.235840
	Iteration 64Q: 3 clusters Score -1016970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1016976.437500 Penalty: 2714.235840
	Iteration 65Q: 3 clusters Score -1016976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1016983.062500 Penalty: 2714.235840
	Iteration 66Q: 3 clusters Score -1016983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1016983.750000 Penalty: 2714.235840
	Iteration 67Q: 3 clusters Score -1016984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1016990.062500 Penalty: 2714.235840
	Iteration 68Q: 3 clusters Score -1016990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1016995.062500 Penalty: 2714.235840
	Iteration 69Q: 3 clusters Score -1016995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1017003.562500 Penalty: 2714.235840
	Iteration 70Q: 3 clusters Score -1017004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1017006.812500 Penalty: 2714.235840
	Iteration 71Q: 3 clusters Score -1017007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1017011.937500 Penalty: 2714.235840
	Iteration 72Q: 3 clusters Score -1017012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1017014.000000 Penalty: 2714.235840
	Iteration 73Q: 3 clusters Score -1017014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1017017.625000 Penalty: 2714.235840
	Iteration 74Q: 3 clusters Score -1017018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1017019.562500 Penalty: 2714.235840
	Iteration 75Q: 3 clusters Score -1017020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1017024.625000 Penalty: 2714.235840
	Iteration 76Q: 3 clusters Score -1017025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1017032.437500 Penalty: 2714.235840
	Iteration 77Q: 3 clusters Score -1017032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1017031.875000 Penalty: 2714.235840
	Iteration 78Q: 3 clusters Score -1017032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1017035.875000 Penalty: 2714.235840
	Iteration 79Q: 3 clusters Score -1017036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1017037.062500 Penalty: 2714.235840
	Iteration 80F: 3 clusters Score -1017037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1017039.562500 Penalty: 2714.235840
	Iteration 81Q: 3 clusters Score -1017040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1017041.062500 Penalty: 2714.235840
	Iteration 82Q: 3 clusters Score -1017041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1017041.000000 Penalty: 2714.235840
	Iteration 83Q: 3 clusters Score -1017041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1017046.625000 Penalty: 2714.235840
	Iteration 84Q: 3 clusters Score -1017047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1017050.687500 Penalty: 2714.235840
	Iteration 85Q: 3 clusters Score -1017051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1017053.937500 Penalty: 2714.235840
	Iteration 86Q: 3 clusters Score -1017054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1017058.562500 Penalty: 2714.235840
	Iteration 87Q: 3 clusters Score -1017059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1017062.875000 Penalty: 2714.235840
	Iteration 88Q: 3 clusters Score -1017063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1017065.437500 Penalty: 2714.235840
	Iteration 89Q: 3 clusters Score -1017065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1017069.437500 Penalty: 2714.235840
	Iteration 90Q: 3 clusters Score -1017069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1017070.687500 Penalty: 2714.235840
	Iteration 91Q: 3 clusters Score -1017071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1017075.312500 Penalty: 2714.235840
	Iteration 92Q: 3 clusters Score -1017075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1017078.687500 Penalty: 2714.235840
	Iteration 93Q: 3 clusters Score -1017079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1017085.625000 Penalty: 2714.235840
	Iteration 94Q: 3 clusters Score -1017086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1017085.500000 Penalty: 2714.235840
	Iteration 95Q: 3 clusters Score -1017086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1017092.500000 Penalty: 2714.235840
	Iteration 96Q: 3 clusters Score -1017092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1017096.125000 Penalty: 2714.235840
	Iteration 97Q: 3 clusters Score -1017096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1017098.062500 Penalty: 2714.235840
	Iteration 98Q: 3 clusters Score -1017098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1017101.500000 Penalty: 2714.235840
	Iteration 99Q: 3 clusters Score -1017102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1017106.000000 Penalty: 2714.235840
	Iteration 100F: 3 clusters Score -1017106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1017108.500000 Penalty: 2714.235840
	Iteration 101Q: 3 clusters Score -1017108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1017109.375000 Penalty: 2714.235840
	Iteration 102Q: 3 clusters Score -1017109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1017111.625000 Penalty: 2714.235840
	Iteration 103Q: 3 clusters Score -1017112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1017115.125000 Penalty: 2714.235840
	Iteration 104Q: 3 clusters Score -1017115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1017120.187500 Penalty: 2714.235840
	Iteration 105Q: 3 clusters Score -1017120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1017122.250000 Penalty: 2714.235840
	Iteration 106Q: 3 clusters Score -1017122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1017126.875000 Penalty: 2714.235840
	Iteration 107Q: 3 clusters Score -1017127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1017128.562500 Penalty: 2714.235840
	Iteration 108Q: 3 clusters Score -1017129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1017134.562500 Penalty: 2714.235840
	Iteration 109Q: 3 clusters Score -1017135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1017142.375000 Penalty: 2714.235840
	Iteration 110Q: 3 clusters Score -1017142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1017146.750000 Penalty: 2714.235840
	Iteration 111Q: 3 clusters Score -1017147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1017151.875000 Penalty: 2714.235840
	Iteration 112Q: 3 clusters Score -1017152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1017153.250000 Penalty: 2714.235840
	Iteration 113Q: 3 clusters Score -1017153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1017156.062500 Penalty: 2714.235840
	Iteration 114Q: 3 clusters Score -1017156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1017162.312500 Penalty: 2714.235840
	Iteration 115Q: 3 clusters Score -1017162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1017162.937500 Penalty: 2714.235840
	Iteration 116Q: 3 clusters Score -1017163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1017169.937500 Penalty: 2714.235840
	Iteration 117Q: 3 clusters Score -1017170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1017175.125000 Penalty: 2714.235840
	Iteration 118Q: 3 clusters Score -1017175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1017179.562500 Penalty: 2714.235840
	Iteration 119Q: 3 clusters Score -1017180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1017179.625000 Penalty: 2714.235840
	Iteration 120F: 3 clusters Score -1017180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1017182.125000 Penalty: 2714.235840
	Iteration 121Q: 3 clusters Score -1017182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1017186.875000 Penalty: 2714.235840
	Iteration 122Q: 3 clusters Score -1017187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1017190.750000 Penalty: 2714.235840
	Iteration 123Q: 3 clusters Score -1017191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1017193.500000 Penalty: 2714.235840
	Iteration 124Q: 3 clusters Score -1017194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1017196.312500 Penalty: 2714.235840
	Iteration 125Q: 3 clusters Score -1017196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1017198.500000 Penalty: 2714.235840
	Iteration 126Q: 3 clusters Score -1017198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1017201.062500 Penalty: 2714.235840
	Iteration 127Q: 3 clusters Score -1017201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1017203.187500 Penalty: 2714.235840
	Iteration 128Q: 3 clusters Score -1017203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1017206.625000 Penalty: 2714.235840
	Iteration 129Q: 3 clusters Score -1017207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1017209.937500 Penalty: 2714.235840
	Iteration 130Q: 3 clusters Score -1017210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1017215.500000 Penalty: 2714.235840
	Iteration 131Q: 3 clusters Score -1017216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1017220.187500 Penalty: 2714.235840
	Iteration 132Q: 3 clusters Score -1017220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1017222.937500 Penalty: 2714.235840
	Iteration 133Q: 3 clusters Score -1017223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1017223.750000 Penalty: 2714.235840
	Iteration 134Q: 3 clusters Score -1017224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1017224.250000 Penalty: 2714.235840
	Iteration 135Q: 3 clusters Score -1017224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1017223.937500 Penalty: 2714.235840
	Iteration 136Q: 3 clusters Score -1017224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1017224.812500 Penalty: 2714.235840
	Iteration 137Q: 3 clusters Score -1017225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1017227.250000 Penalty: 2714.235840
	Iteration 138Q: 3 clusters Score -1017227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1017226.312500 Penalty: 2714.235840
	Iteration 139Q: 3 clusters Score -1017226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1017227.250000 Penalty: 2714.235840
	Iteration 140F: 3 clusters Score -1017227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1017228.250000 Penalty: 2714.235840
	Iteration 141Q: 3 clusters Score -1017228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1017230.625000 Penalty: 2714.235840
	Iteration 142Q: 3 clusters Score -1017231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1017232.250000 Penalty: 2714.235840
	Iteration 143Q: 3 clusters Score -1017232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1017235.187500 Penalty: 2714.235840
	Iteration 144Q: 3 clusters Score -1017235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1017236.937500 Penalty: 2714.235840
	Iteration 145Q: 3 clusters Score -1017237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1017238.812500 Penalty: 2714.235840
	Iteration 146Q: 3 clusters Score -1017239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1017241.250000 Penalty: 2714.235840
	Iteration 147Q: 3 clusters Score -1017241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1017242.750000 Penalty: 2714.235840
	Iteration 148Q: 3 clusters Score -1017243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1017245.437500 Penalty: 2714.235840
	Iteration 149Q: 3 clusters Score -1017245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1017247.062500 Penalty: 2714.235840
	Iteration 150Q: 3 clusters Score -1017247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1017252.500000 Penalty: 2714.235840
	Iteration 151Q: 3 clusters Score -1017252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1017256.375000 Penalty: 2714.235840
	Iteration 152Q: 3 clusters Score -1017256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1017257.812500 Penalty: 2714.235840
	Iteration 153Q: 3 clusters Score -1017258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1017259.125000 Penalty: 2714.235840
	Iteration 154Q: 3 clusters Score -1017259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1017258.375000 Penalty: 2714.235840
	Iteration 155Q: 3 clusters Score -1017258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1017260.750000 Penalty: 2714.235840
	Iteration 156Q: 3 clusters Score -1017261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1017262.562500 Penalty: 2714.235840
	Iteration 157Q: 3 clusters Score -1017263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1017263.062500 Penalty: 2714.235840
	Iteration 158Q: 3 clusters Score -1017263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1017263.562500 Penalty: 2714.235840
	Iteration 159Q: 3 clusters Score -1017264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1017264.750000 Penalty: 2714.235840
	Iteration 160F: 3 clusters Score -1017265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (67770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Entering Unmasked Estep 
Score: -7709604.500000 Penalty: 1655.232544
	Iteration 0F: 2 clusters Score -7709604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7665444.500000 Penalty: 3310.465088
	Iteration 0F: 3 clusters Score -7665444 nChanged 31642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -7683220.500000 Penalty: 3310.465088
	Iteration 1F: 3 clusters Score -7683220 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -7683882.500000 Penalty: 3310.465088
	Iteration 2Q: 3 clusters Score -7683882 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -7684434.500000 Penalty: 3310.465088
	Iteration 3Q: 3 clusters Score -7684434 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -7684992.500000 Penalty: 3310.465088
	Iteration 4Q: 3 clusters Score -7684992 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -7685733.000000 Penalty: 3310.465088
	Iteration 5Q: 3 clusters Score -7685733 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -7686620.000000 Penalty: 3310.465088
	Iteration 6Q: 3 clusters Score -7686620 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7687811.000000 Penalty: 3310.465088
	Iteration 7Q: 3 clusters Score -7687811 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -7689600.500000 Penalty: 3310.465088
	Iteration 8Q: 3 clusters Score -7689600 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -7692207.000000 Penalty: 3310.465088
	Iteration 9F: 3 clusters Score -7692207 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -7695251.500000 Penalty: 3310.465088
	Iteration 10F: 3 clusters Score -7695252 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -7698143.000000 Penalty: 3310.465088
	Iteration 11F: 3 clusters Score -7698143 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7700237.000000 Penalty: 3310.465088
	Iteration 12Q: 3 clusters Score -7700237 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -7701551.000000 Penalty: 3310.465088
	Iteration 13Q: 3 clusters Score -7701551 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -7702410.000000 Penalty: 3310.465088
	Iteration 14Q: 3 clusters Score -7702410 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -7703032.000000 Penalty: 3310.465088
	Iteration 15Q: 3 clusters Score -7703032 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7703655.000000 Penalty: 3310.465088
	Iteration 16Q: 3 clusters Score -7703655 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -7704229.500000 Penalty: 3310.465088
	Iteration 17Q: 3 clusters Score -7704230 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -7704765.000000 Penalty: 3310.465088
	Iteration 18Q: 3 clusters Score -7704765 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -7705278.000000 Penalty: 3310.465088
	Iteration 19Q: 3 clusters Score -7705278 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -7705735.500000 Penalty: 3310.465088
	Iteration 20F: 3 clusters Score -7705736 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -7706133.000000 Penalty: 3310.465088
	Iteration 21Q: 3 clusters Score -7706133 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -7706439.000000 Penalty: 3310.465088
	Iteration 22Q: 3 clusters Score -7706439 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -7706715.000000 Penalty: 3310.465088
	Iteration 23Q: 3 clusters Score -7706715 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -7706975.500000 Penalty: 3310.465088
	Iteration 24Q: 3 clusters Score -7706976 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -7707161.000000 Penalty: 3310.465088
	Iteration 25Q: 3 clusters Score -7707161 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -7707344.000000 Penalty: 3310.465088
	Iteration 26Q: 3 clusters Score -7707344 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -7707448.000000 Penalty: 3310.465088
	Iteration 27Q: 3 clusters Score -7707448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -7707562.000000 Penalty: 3310.465088
	Iteration 28Q: 3 clusters Score -7707562 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -7707694.000000 Penalty: 3310.465088
	Iteration 29Q: 3 clusters Score -7707694 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -7707757.000000 Penalty: 3310.465088
	Iteration 30Q: 3 clusters Score -7707757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -7707816.500000 Penalty: 3310.465088
	Iteration 31Q: 3 clusters Score -7707816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7707854.000000 Penalty: 3310.465088
	Iteration 32Q: 3 clusters Score -7707854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -7707900.000000 Penalty: 3310.465088
	Iteration 33Q: 3 clusters Score -7707900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -7707931.500000 Penalty: 3310.465088
	Iteration 34Q: 3 clusters Score -7707932 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -7707978.500000 Penalty: 3310.465088
	Iteration 35Q: 3 clusters Score -7707978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -7708004.500000 Penalty: 3310.465088
	Iteration 36Q: 3 clusters Score -7708004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -7708025.000000 Penalty: 3310.465088
	Iteration 37Q: 3 clusters Score -7708025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -7708030.000000 Penalty: 3310.465088
	Iteration 38Q: 3 clusters Score -7708030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -7708068.000000 Penalty: 3310.465088
	Iteration 39Q: 3 clusters Score -7708068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7708088.500000 Penalty: 3310.465088
	Iteration 40F: 3 clusters Score -7708088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -7708135.000000 Penalty: 3310.465088
	Iteration 41Q: 3 clusters Score -7708135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -7708163.000000 Penalty: 3310.465088
	Iteration 42Q: 3 clusters Score -7708163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -7708200.000000 Penalty: 3310.465088
	Iteration 43Q: 3 clusters Score -7708200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -7708214.000000 Penalty: 3310.465088
	Iteration 44Q: 3 clusters Score -7708214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -7708236.500000 Penalty: 3310.465088
	Iteration 45Q: 3 clusters Score -7708236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -7708254.500000 Penalty: 3310.465088
	Iteration 46Q: 3 clusters Score -7708254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -7708268.000000 Penalty: 3310.465088
	Iteration 47Q: 3 clusters Score -7708268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -7708297.000000 Penalty: 3310.465088
	Iteration 48Q: 3 clusters Score -7708297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -7708317.500000 Penalty: 3310.465088
	Iteration 49Q: 3 clusters Score -7708318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -7708321.500000 Penalty: 3310.465088
	Iteration 50Q: 3 clusters Score -7708322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -7708320.000000 Penalty: 3310.465088
	Iteration 51Q: 3 clusters Score -7708320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -7708333.000000 Penalty: 3310.465088
	Iteration 52Q: 3 clusters Score -7708333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -7708338.500000 Penalty: 3310.465088
	Iteration 53Q: 3 clusters Score -7708338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -7708336.500000 Penalty: 3310.465088
	Iteration 54Q: 3 clusters Score -7708336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -7708340.000000 Penalty: 3310.465088
	Iteration 55Q: 3 clusters Score -7708340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -7708343.500000 Penalty: 3310.465088
	Iteration 56Q: 3 clusters Score -7708344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -7708336.500000 Penalty: 3310.465088
	Iteration 57Q: 3 clusters Score -7708336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -7708340.000000 Penalty: 3310.465088
	Iteration 58Q: 3 clusters Score -7708340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -7708344.000000 Penalty: 3310.465088
	Iteration 59Q: 3 clusters Score -7708344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -7708349.500000 Penalty: 3310.465088
	Iteration 60F: 3 clusters Score -7708350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -7708354.500000 Penalty: 3310.465088
	Iteration 61Q: 3 clusters Score -7708354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -7708357.500000 Penalty: 3310.465088
	Iteration 62Q: 3 clusters Score -7708358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -7708350.500000 Penalty: 3310.465088
	Iteration 63Q: 3 clusters Score -7708350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -7708356.000000 Penalty: 3310.465088
	Iteration 64Q: 3 clusters Score -7708356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -7708359.500000 Penalty: 3310.465088
	Iteration 65Q: 3 clusters Score -7708360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -7708364.000000 Penalty: 3310.465088
	Iteration 66Q: 3 clusters Score -7708364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -7708368.000000 Penalty: 3310.465088
	Iteration 67Q: 3 clusters Score -7708368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -7708369.500000 Penalty: 3310.465088
	Iteration 68Q: 3 clusters Score -7708370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -7708369.500000 Penalty: 3310.465088
	Iteration 69F: 3 clusters Score -7708370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Entering Unmasked Estep 
Score: -7582775.000000 Penalty: 1655.900879
	Iteration 0F: 2 clusters Score -7582775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -7538521.500000 Penalty: 3311.801758
	Iteration 0F: 3 clusters Score -7538522 nChanged 31949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7556611.000000 Penalty: 3311.801758
	Iteration 1F: 3 clusters Score -7556611 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7557699.500000 Penalty: 3311.801758
	Iteration 2Q: 3 clusters Score -7557700 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7559146.500000 Penalty: 3311.801758
	Iteration 3Q: 3 clusters Score -7559146 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -7561288.500000 Penalty: 3311.801758
	Iteration 4F: 3 clusters Score -7561288 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -7564473.500000 Penalty: 3311.801758
	Iteration 5F: 3 clusters Score -7564474 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -7568373.000000 Penalty: 3311.801758
	Iteration 6F: 3 clusters Score -7568373 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -7572239.500000 Penalty: 3311.801758
	Iteration 7F: 3 clusters Score -7572240 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -7575290.000000 Penalty: 3311.801758
	Iteration 8F: 3 clusters Score -7575290 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -7577439.500000 Penalty: 3311.801758
	Iteration 9Q: 3 clusters Score -7577440 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -7578631.000000 Penalty: 3311.801758
	Iteration 10Q: 3 clusters Score -7578631 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -7579299.500000 Penalty: 3311.801758
	Iteration 11Q: 3 clusters Score -7579300 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -7579699.500000 Penalty: 3311.801758
	Iteration 12Q: 3 clusters Score -7579700 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -7579995.000000 Penalty: 3311.801758
	Iteration 13Q: 3 clusters Score -7579995 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -7580195.000000 Penalty: 3311.801758
	Iteration 14Q: 3 clusters Score -7580195 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -7580407.500000 Penalty: 3311.801758
	Iteration 15Q: 3 clusters Score -7580408 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -7580546.500000 Penalty: 3311.801758
	Iteration 16Q: 3 clusters Score -7580546 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -7580666.500000 Penalty: 3311.801758
	Iteration 17Q: 3 clusters Score -7580666 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -7580755.000000 Penalty: 3311.801758
	Iteration 18Q: 3 clusters Score -7580755 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -7580853.000000 Penalty: 3311.801758
	Iteration 19Q: 3 clusters Score -7580853 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -7580918.500000 Penalty: 3311.801758
	Iteration 20F: 3 clusters Score -7580918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -7580929.500000 Penalty: 3311.801758
	Iteration 21Q: 3 clusters Score -7580930 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -7580994.500000 Penalty: 3311.801758
	Iteration 22Q: 3 clusters Score -7580994 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -7581038.000000 Penalty: 3311.801758
	Iteration 23Q: 3 clusters Score -7581038 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -7581102.500000 Penalty: 3311.801758
	Iteration 24Q: 3 clusters Score -7581102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -7581171.000000 Penalty: 3311.801758
	Iteration 25Q: 3 clusters Score -7581171 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -7581235.000000 Penalty: 3311.801758
	Iteration 26Q: 3 clusters Score -7581235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -7581283.500000 Penalty: 3311.801758
	Iteration 27Q: 3 clusters Score -7581284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -7581326.000000 Penalty: 3311.801758
	Iteration 28Q: 3 clusters Score -7581326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -7581331.000000 Penalty: 3311.801758
	Iteration 29Q: 3 clusters Score -7581331 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -7581350.500000 Penalty: 3311.801758
	Iteration 30Q: 3 clusters Score -7581350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -7581382.000000 Penalty: 3311.801758
	Iteration 31Q: 3 clusters Score -7581382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -7581429.500000 Penalty: 3311.801758
	Iteration 32Q: 3 clusters Score -7581430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -7581463.500000 Penalty: 3311.801758
	Iteration 33Q: 3 clusters Score -7581464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -7581500.000000 Penalty: 3311.801758
	Iteration 34Q: 3 clusters Score -7581500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -7581501.500000 Penalty: 3311.801758
	Iteration 35Q: 3 clusters Score -7581502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -7581540.500000 Penalty: 3311.801758
	Iteration 36Q: 3 clusters Score -7581540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -7581543.000000 Penalty: 3311.801758
	Iteration 37Q: 3 clusters Score -7581543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -7581553.000000 Penalty: 3311.801758
	Iteration 38Q: 3 clusters Score -7581553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -7581568.000000 Penalty: 3311.801758
	Iteration 39Q: 3 clusters Score -7581568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -7581572.500000 Penalty: 3311.801758
	Iteration 40F: 3 clusters Score -7581572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -7581576.500000 Penalty: 3311.801758
	Iteration 41Q: 3 clusters Score -7581576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -7581586.500000 Penalty: 3311.801758
	Iteration 42Q: 3 clusters Score -7581586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -7581598.000000 Penalty: 3311.801758
	Iteration 43Q: 3 clusters Score -7581598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -7581601.000000 Penalty: 3311.801758
	Iteration 44Q: 3 clusters Score -7581601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -7581605.500000 Penalty: 3311.801758
	Iteration 45Q: 3 clusters Score -7581606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -7581601.500000 Penalty: 3311.801758
	Iteration 46Q: 3 clusters Score -7581602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -7581612.000000 Penalty: 3311.801758
	Iteration 47Q: 3 clusters Score -7581612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -7581617.500000 Penalty: 3311.801758
	Iteration 48Q: 3 clusters Score -7581618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -7581612.500000 Penalty: 3311.801758
	Iteration 49Q: 3 clusters Score -7581612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -7581615.500000 Penalty: 3311.801758
	Iteration 50Q: 3 clusters Score -7581616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -7581621.500000 Penalty: 3311.801758
	Iteration 51Q: 3 clusters Score -7581622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -7581623.500000 Penalty: 3311.801758
	Iteration 52Q: 3 clusters Score -7581624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -7581632.500000 Penalty: 3311.801758
	Iteration 53Q: 3 clusters Score -7581632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -7581625.000000 Penalty: 3311.801758
	Iteration 54Q: 3 clusters Score -7581625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -7581631.000000 Penalty: 3311.801758
	Iteration 55Q: 3 clusters Score -7581631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -7581624.000000 Penalty: 3311.801758
	Iteration 56Q: 3 clusters Score -7581624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -7581626.000000 Penalty: 3311.801758
	Iteration 57Q: 3 clusters Score -7581626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -7581632.000000 Penalty: 3311.801758
	Iteration 58Q: 3 clusters Score -7581632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -7581632.000000 Penalty: 3311.801758
	Iteration 59Q: 3 clusters Score -7581632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -7581634.000000 Penalty: 3311.801758
	Iteration 60F: 3 clusters Score -7581634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -7581636.000000 Penalty: 3311.801758
	Iteration 61Q: 3 clusters Score -7581636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -7581639.000000 Penalty: 3311.801758
	Iteration 62Q: 3 clusters Score -7581639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -7581639.500000 Penalty: 3311.801758
	Iteration 63Q: 3 clusters Score -7581640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -7581643.500000 Penalty: 3311.801758
	Iteration 64Q: 3 clusters Score -7581644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -7581641.500000 Penalty: 3311.801758
	Iteration 65Q: 3 clusters Score -7581642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -7581644.000000 Penalty: 3311.801758
	Iteration 66Q: 3 clusters Score -7581644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -7581648.000000 Penalty: 3311.801758
	Iteration 67Q: 3 clusters Score -7581648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -7581654.500000 Penalty: 3311.801758
	Iteration 68Q: 3 clusters Score -7581654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -7581646.000000 Penalty: 3311.801758
	Iteration 69Q: 3 clusters Score -7581646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -7581646.000000 Penalty: 3311.801758
	Iteration 70F: 3 clusters Score -7581646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Entering Unmasked Estep 
Score: -2309022.750000 Penalty: 1476.643921
	Iteration 0F: 2 clusters Score -2309023 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 10189 members 
Entering Unmasked Estep 
Score: -2295645.500000 Penalty: 2953.287842
	Iteration 0F: 3 clusters Score -2295646 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2300311.500000 Penalty: 2953.287842
	Iteration 1F: 3 clusters Score -2300312 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2300712.750000 Penalty: 2953.287842
	Iteration 2F: 3 clusters Score -2300713 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2301076.750000 Penalty: 2953.287842
	Iteration 3Q: 3 clusters Score -2301077 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2301396.750000 Penalty: 2953.287842
	Iteration 4Q: 3 clusters Score -2301397 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2301701.500000 Penalty: 2953.287842
	Iteration 5Q: 3 clusters Score -2301702 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2302032.000000 Penalty: 2953.287842
	Iteration 6Q: 3 clusters Score -2302032 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2302410.500000 Penalty: 2953.287842
	Iteration 7Q: 3 clusters Score -2302410 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2302800.750000 Penalty: 2953.287842
	Iteration 8Q: 3 clusters Score -2302801 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2303234.500000 Penalty: 2953.287842
	Iteration 9Q: 3 clusters Score -2303234 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2303711.500000 Penalty: 2953.287842
	Iteration 10Q: 3 clusters Score -2303712 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2304214.250000 Penalty: 2953.287842
	Iteration 11Q: 3 clusters Score -2304214 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2304718.500000 Penalty: 2953.287842
	Iteration 12Q: 3 clusters Score -2304718 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2305209.500000 Penalty: 2953.287842
	Iteration 13Q: 3 clusters Score -2305210 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2305650.250000 Penalty: 2953.287842
	Iteration 14Q: 3 clusters Score -2305650 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2305994.000000 Penalty: 2953.287842
	Iteration 15Q: 3 clusters Score -2305994 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2306270.250000 Penalty: 2953.287842
	Iteration 16Q: 3 clusters Score -2306270 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2306469.500000 Penalty: 2953.287842
	Iteration 17Q: 3 clusters Score -2306470 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2306605.750000 Penalty: 2953.287842
	Iteration 18Q: 3 clusters Score -2306606 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2306719.250000 Penalty: 2953.287842
	Iteration 19Q: 3 clusters Score -2306719 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2306815.750000 Penalty: 2953.287842
	Iteration 20F: 3 clusters Score -2306816 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2306914.250000 Penalty: 2953.287842
	Iteration 21Q: 3 clusters Score -2306914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2307005.500000 Penalty: 2953.287842
	Iteration 22Q: 3 clusters Score -2307006 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2307093.250000 Penalty: 2953.287842
	Iteration 23Q: 3 clusters Score -2307093 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2307172.750000 Penalty: 2953.287842
	Iteration 24Q: 3 clusters Score -2307173 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2307256.500000 Penalty: 2953.287842
	Iteration 25Q: 3 clusters Score -2307256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2307329.000000 Penalty: 2953.287842
	Iteration 26Q: 3 clusters Score -2307329 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2307393.750000 Penalty: 2953.287842
	Iteration 27Q: 3 clusters Score -2307394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2307446.500000 Penalty: 2953.287842
	Iteration 28Q: 3 clusters Score -2307446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2307490.000000 Penalty: 2953.287842
	Iteration 29Q: 3 clusters Score -2307490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2307530.250000 Penalty: 2953.287842
	Iteration 30Q: 3 clusters Score -2307530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2307559.250000 Penalty: 2953.287842
	Iteration 31Q: 3 clusters Score -2307559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2307587.750000 Penalty: 2953.287842
	Iteration 32Q: 3 clusters Score -2307588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2307604.000000 Penalty: 2953.287842
	Iteration 33Q: 3 clusters Score -2307604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2307625.750000 Penalty: 2953.287842
	Iteration 34Q: 3 clusters Score -2307626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2307634.250000 Penalty: 2953.287842
	Iteration 35Q: 3 clusters Score -2307634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2307651.750000 Penalty: 2953.287842
	Iteration 36Q: 3 clusters Score -2307652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2307659.500000 Penalty: 2953.287842
	Iteration 37Q: 3 clusters Score -2307660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2307660.750000 Penalty: 2953.287842
	Iteration 38Q: 3 clusters Score -2307661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2307676.250000 Penalty: 2953.287842
	Iteration 39Q: 3 clusters Score -2307676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2307696.750000 Penalty: 2953.287842
	Iteration 40F: 3 clusters Score -2307697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2307711.000000 Penalty: 2953.287842
	Iteration 41Q: 3 clusters Score -2307711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2307723.500000 Penalty: 2953.287842
	Iteration 42Q: 3 clusters Score -2307724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2307736.250000 Penalty: 2953.287842
	Iteration 43Q: 3 clusters Score -2307736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2307743.500000 Penalty: 2953.287842
	Iteration 44Q: 3 clusters Score -2307744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2307751.500000 Penalty: 2953.287842
	Iteration 45Q: 3 clusters Score -2307752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2307756.000000 Penalty: 2953.287842
	Iteration 46Q: 3 clusters Score -2307756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2307764.500000 Penalty: 2953.287842
	Iteration 47Q: 3 clusters Score -2307764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2307772.250000 Penalty: 2953.287842
	Iteration 48Q: 3 clusters Score -2307772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2307779.250000 Penalty: 2953.287842
	Iteration 49Q: 3 clusters Score -2307779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2307784.250000 Penalty: 2953.287842
	Iteration 50Q: 3 clusters Score -2307784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2307791.750000 Penalty: 2953.287842
	Iteration 51Q: 3 clusters Score -2307792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2307800.000000 Penalty: 2953.287842
	Iteration 52Q: 3 clusters Score -2307800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2307803.500000 Penalty: 2953.287842
	Iteration 53Q: 3 clusters Score -2307804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2307805.750000 Penalty: 2953.287842
	Iteration 54Q: 3 clusters Score -2307806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2307812.500000 Penalty: 2953.287842
	Iteration 55Q: 3 clusters Score -2307812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2307815.500000 Penalty: 2953.287842
	Iteration 56Q: 3 clusters Score -2307816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2307820.250000 Penalty: 2953.287842
	Iteration 57Q: 3 clusters Score -2307820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2307819.500000 Penalty: 2953.287842
	Iteration 58Q: 3 clusters Score -2307820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2307822.250000 Penalty: 2953.287842
	Iteration 59Q: 3 clusters Score -2307822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2307819.500000 Penalty: 2953.287842
	Iteration 60F: 3 clusters Score -2307820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2307826.500000 Penalty: 2953.287842
	Iteration 61Q: 3 clusters Score -2307826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2307825.000000 Penalty: 2953.287842
	Iteration 62Q: 3 clusters Score -2307825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2307827.500000 Penalty: 2953.287842
	Iteration 63Q: 3 clusters Score -2307828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2307823.500000 Penalty: 2953.287842
	Iteration 64Q: 3 clusters Score -2307824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2307826.750000 Penalty: 2953.287842
	Iteration 65Q: 3 clusters Score -2307827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2307826.750000 Penalty: 2953.287842
	Iteration 66F: 3 clusters Score -2307827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Entering Unmasked Estep 
Score: -4830152.500000 Penalty: 1580.104736
	Iteration 0F: 2 clusters Score -4830152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4803558.000000 Penalty: 3160.209473
	Iteration 0F: 3 clusters Score -4803558 nChanged 18798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4814016.000000 Penalty: 3160.209473
	Iteration 1F: 3 clusters Score -4814016 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4814493.000000 Penalty: 3160.209473
	Iteration 2Q: 3 clusters Score -4814493 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4814959.000000 Penalty: 3160.209473
	Iteration 3Q: 3 clusters Score -4814959 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4815433.000000 Penalty: 3160.209473
	Iteration 4Q: 3 clusters Score -4815433 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4815946.500000 Penalty: 3160.209473
	Iteration 5Q: 3 clusters Score -4815946 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4816472.500000 Penalty: 3160.209473
	Iteration 6Q: 3 clusters Score -4816472 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4816949.000000 Penalty: 3160.209473
	Iteration 7Q: 3 clusters Score -4816949 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4817338.500000 Penalty: 3160.209473
	Iteration 8Q: 3 clusters Score -4817338 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4817698.500000 Penalty: 3160.209473
	Iteration 9Q: 3 clusters Score -4817698 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4818022.500000 Penalty: 3160.209473
	Iteration 10Q: 3 clusters Score -4818022 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4818316.000000 Penalty: 3160.209473
	Iteration 11Q: 3 clusters Score -4818316 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4818612.000000 Penalty: 3160.209473
	Iteration 12Q: 3 clusters Score -4818612 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4818848.000000 Penalty: 3160.209473
	Iteration 13Q: 3 clusters Score -4818848 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4819085.500000 Penalty: 3160.209473
	Iteration 14Q: 3 clusters Score -4819086 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4819311.000000 Penalty: 3160.209473
	Iteration 15Q: 3 clusters Score -4819311 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4819488.500000 Penalty: 3160.209473
	Iteration 16Q: 3 clusters Score -4819488 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4819641.500000 Penalty: 3160.209473
	Iteration 17Q: 3 clusters Score -4819642 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4819816.500000 Penalty: 3160.209473
	Iteration 18Q: 3 clusters Score -4819816 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4819956.500000 Penalty: 3160.209473
	Iteration 19Q: 3 clusters Score -4819956 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4820087.500000 Penalty: 3160.209473
	Iteration 20F: 3 clusters Score -4820088 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4820187.500000 Penalty: 3160.209473
	Iteration 21Q: 3 clusters Score -4820188 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4820293.000000 Penalty: 3160.209473
	Iteration 22Q: 3 clusters Score -4820293 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4820411.500000 Penalty: 3160.209473
	Iteration 23Q: 3 clusters Score -4820412 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4820513.000000 Penalty: 3160.209473
	Iteration 24Q: 3 clusters Score -4820513 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4820618.500000 Penalty: 3160.209473
	Iteration 25Q: 3 clusters Score -4820618 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -4820724.500000 Penalty: 3160.209473
	Iteration 26Q: 3 clusters Score -4820724 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4820839.500000 Penalty: 3160.209473
	Iteration 27Q: 3 clusters Score -4820840 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4821001.000000 Penalty: 3160.209473
	Iteration 28Q: 3 clusters Score -4821001 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4821190.000000 Penalty: 3160.209473
	Iteration 29Q: 3 clusters Score -4821190 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4821446.500000 Penalty: 3160.209473
	Iteration 30Q: 3 clusters Score -4821446 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4821743.500000 Penalty: 3160.209473
	Iteration 31Q: 3 clusters Score -4821744 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4822193.000000 Penalty: 3160.209473
	Iteration 32Q: 3 clusters Score -4822193 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4822736.000000 Penalty: 3160.209473
	Iteration 33Q: 3 clusters Score -4822736 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -4823442.000000 Penalty: 3160.209473
	Iteration 34Q: 3 clusters Score -4823442 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4824185.500000 Penalty: 3160.209473
	Iteration 35Q: 3 clusters Score -4824186 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4824998.500000 Penalty: 3160.209473
	Iteration 36Q: 3 clusters Score -4824998 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4825866.500000 Penalty: 3160.209473
	Iteration 37Q: 3 clusters Score -4825866 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4826648.000000 Penalty: 3160.209473
	Iteration 38Q: 3 clusters Score -4826648 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4827303.500000 Penalty: 3160.209473
	Iteration 39Q: 3 clusters Score -4827304 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4827874.500000 Penalty: 3160.209473
	Iteration 40F: 3 clusters Score -4827874 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4828299.000000 Penalty: 3160.209473
	Iteration 41Q: 3 clusters Score -4828299 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4828592.500000 Penalty: 3160.209473
	Iteration 42Q: 3 clusters Score -4828592 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4828827.000000 Penalty: 3160.209473
	Iteration 43Q: 3 clusters Score -4828827 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4828955.000000 Penalty: 3160.209473
	Iteration 44Q: 3 clusters Score -4828955 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4829034.000000 Penalty: 3160.209473
	Iteration 45Q: 3 clusters Score -4829034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4829103.000000 Penalty: 3160.209473
	Iteration 46Q: 3 clusters Score -4829103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4829132.500000 Penalty: 3160.209473
	Iteration 47Q: 3 clusters Score -4829132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4829178.500000 Penalty: 3160.209473
	Iteration 48Q: 3 clusters Score -4829178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4829199.000000 Penalty: 3160.209473
	Iteration 49Q: 3 clusters Score -4829199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4829223.000000 Penalty: 3160.209473
	Iteration 50Q: 3 clusters Score -4829223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4829237.000000 Penalty: 3160.209473
	Iteration 51Q: 3 clusters Score -4829237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4829240.000000 Penalty: 3160.209473
	Iteration 52Q: 3 clusters Score -4829240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4829249.500000 Penalty: 3160.209473
	Iteration 53Q: 3 clusters Score -4829250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4829257.000000 Penalty: 3160.209473
	Iteration 54Q: 3 clusters Score -4829257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4829269.500000 Penalty: 3160.209473
	Iteration 55Q: 3 clusters Score -4829270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4829281.000000 Penalty: 3160.209473
	Iteration 56Q: 3 clusters Score -4829281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4829288.000000 Penalty: 3160.209473
	Iteration 57Q: 3 clusters Score -4829288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4829295.000000 Penalty: 3160.209473
	Iteration 58Q: 3 clusters Score -4829295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4829298.000000 Penalty: 3160.209473
	Iteration 59Q: 3 clusters Score -4829298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4829302.500000 Penalty: 3160.209473
	Iteration 60F: 3 clusters Score -4829302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4829309.000000 Penalty: 3160.209473
	Iteration 61Q: 3 clusters Score -4829309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4829311.000000 Penalty: 3160.209473
	Iteration 62Q: 3 clusters Score -4829311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4829319.000000 Penalty: 3160.209473
	Iteration 63Q: 3 clusters Score -4829319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4829322.500000 Penalty: 3160.209473
	Iteration 64Q: 3 clusters Score -4829322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4829318.500000 Penalty: 3160.209473
	Iteration 65Q: 3 clusters Score -4829318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4829326.500000 Penalty: 3160.209473
	Iteration 66Q: 3 clusters Score -4829326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4829329.000000 Penalty: 3160.209473
	Iteration 67Q: 3 clusters Score -4829329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4829329.000000 Penalty: 3160.209473
	Iteration 68Q: 3 clusters Score -4829329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4829329.000000 Penalty: 3160.209473
	Iteration 69F: 3 clusters Score -4829329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1123017.375000 Penalty: 1366.058350
	Iteration 0F: 2 clusters Score -1123017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1116401.125000 Penalty: 2732.116699
	Iteration 0F: 3 clusters Score -1116401 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1118555.375000 Penalty: 2732.116699
	Iteration 1F: 3 clusters Score -1118555 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1118812.750000 Penalty: 2732.116699
	Iteration 2F: 3 clusters Score -1118813 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1119002.250000 Penalty: 2732.116699
	Iteration 3Q: 3 clusters Score -1119002 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1119160.500000 Penalty: 2732.116699
	Iteration 4Q: 3 clusters Score -1119160 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1119303.125000 Penalty: 2732.116699
	Iteration 5Q: 3 clusters Score -1119303 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1119418.375000 Penalty: 2732.116699
	Iteration 6Q: 3 clusters Score -1119418 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1119524.875000 Penalty: 2732.116699
	Iteration 7Q: 3 clusters Score -1119525 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1119633.625000 Penalty: 2732.116699
	Iteration 8Q: 3 clusters Score -1119634 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1119732.500000 Penalty: 2732.116699
	Iteration 9Q: 3 clusters Score -1119732 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1119829.500000 Penalty: 2732.116699
	Iteration 10Q: 3 clusters Score -1119830 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1119929.750000 Penalty: 2732.116699
	Iteration 11Q: 3 clusters Score -1119930 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1120047.250000 Penalty: 2732.116699
	Iteration 12Q: 3 clusters Score -1120047 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1120184.375000 Penalty: 2732.116699
	Iteration 13Q: 3 clusters Score -1120184 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1120342.250000 Penalty: 2732.116699
	Iteration 14Q: 3 clusters Score -1120342 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1120526.625000 Penalty: 2732.116699
	Iteration 15Q: 3 clusters Score -1120527 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1120723.000000 Penalty: 2732.116699
	Iteration 16Q: 3 clusters Score -1120723 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1120893.625000 Penalty: 2732.116699
	Iteration 17Q: 3 clusters Score -1120894 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1121016.000000 Penalty: 2732.116699
	Iteration 18Q: 3 clusters Score -1121016 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1121096.125000 Penalty: 2732.116699
	Iteration 19Q: 3 clusters Score -1121096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1121149.250000 Penalty: 2732.116699
	Iteration 20F: 3 clusters Score -1121149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1121175.750000 Penalty: 2732.116699
	Iteration 21Q: 3 clusters Score -1121176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1121206.875000 Penalty: 2732.116699
	Iteration 22Q: 3 clusters Score -1121207 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1121234.875000 Penalty: 2732.116699
	Iteration 23Q: 3 clusters Score -1121235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1121262.375000 Penalty: 2732.116699
	Iteration 24Q: 3 clusters Score -1121262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1121279.750000 Penalty: 2732.116699
	Iteration 25Q: 3 clusters Score -1121280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1121304.875000 Penalty: 2732.116699
	Iteration 26Q: 3 clusters Score -1121305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1121323.750000 Penalty: 2732.116699
	Iteration 27Q: 3 clusters Score -1121324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1121338.375000 Penalty: 2732.116699
	Iteration 28Q: 3 clusters Score -1121338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1121348.375000 Penalty: 2732.116699
	Iteration 29Q: 3 clusters Score -1121348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1121358.500000 Penalty: 2732.116699
	Iteration 30Q: 3 clusters Score -1121358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1121369.375000 Penalty: 2732.116699
	Iteration 31Q: 3 clusters Score -1121369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1121373.875000 Penalty: 2732.116699
	Iteration 32Q: 3 clusters Score -1121374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1121384.875000 Penalty: 2732.116699
	Iteration 33Q: 3 clusters Score -1121385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1121398.000000 Penalty: 2732.116699
	Iteration 34Q: 3 clusters Score -1121398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1121404.750000 Penalty: 2732.116699
	Iteration 35Q: 3 clusters Score -1121405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1121413.375000 Penalty: 2732.116699
	Iteration 36Q: 3 clusters Score -1121413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1121421.750000 Penalty: 2732.116699
	Iteration 37Q: 3 clusters Score -1121422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1121426.250000 Penalty: 2732.116699
	Iteration 38Q: 3 clusters Score -1121426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1121433.500000 Penalty: 2732.116699
	Iteration 39Q: 3 clusters Score -1121434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1121440.625000 Penalty: 2732.116699
	Iteration 40F: 3 clusters Score -1121441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1121446.500000 Penalty: 2732.116699
	Iteration 41Q: 3 clusters Score -1121446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1121446.750000 Penalty: 2732.116699
	Iteration 42Q: 3 clusters Score -1121447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1121451.250000 Penalty: 2732.116699
	Iteration 43Q: 3 clusters Score -1121451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1121455.000000 Penalty: 2732.116699
	Iteration 44Q: 3 clusters Score -1121455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1121454.125000 Penalty: 2732.116699
	Iteration 45Q: 3 clusters Score -1121454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1121456.000000 Penalty: 2732.116699
	Iteration 46Q: 3 clusters Score -1121456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1121459.000000 Penalty: 2732.116699
	Iteration 47Q: 3 clusters Score -1121459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1121459.000000 Penalty: 2732.116699
	Iteration 48Q: 3 clusters Score -1121459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1121458.000000 Penalty: 2732.116699
	Iteration 49Q: 3 clusters Score -1121458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1121462.875000 Penalty: 2732.116699
	Iteration 50Q: 3 clusters Score -1121463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1121464.750000 Penalty: 2732.116699
	Iteration 51Q: 3 clusters Score -1121465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1121465.750000 Penalty: 2732.116699
	Iteration 52Q: 3 clusters Score -1121466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1121469.250000 Penalty: 2732.116699
	Iteration 53Q: 3 clusters Score -1121469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1121475.375000 Penalty: 2732.116699
	Iteration 54Q: 3 clusters Score -1121475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1121480.125000 Penalty: 2732.116699
	Iteration 55Q: 3 clusters Score -1121480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1121482.375000 Penalty: 2732.116699
	Iteration 56Q: 3 clusters Score -1121482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1121485.000000 Penalty: 2732.116699
	Iteration 57Q: 3 clusters Score -1121485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1121488.000000 Penalty: 2732.116699
	Iteration 58Q: 3 clusters Score -1121488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1121487.625000 Penalty: 2732.116699
	Iteration 59Q: 3 clusters Score -1121488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1121486.750000 Penalty: 2732.116699
	Iteration 60F: 3 clusters Score -1121487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1121488.875000 Penalty: 2732.116699
	Iteration 61Q: 3 clusters Score -1121489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1121489.500000 Penalty: 2732.116699
	Iteration 62Q: 3 clusters Score -1121490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1121489.875000 Penalty: 2732.116699
	Iteration 63Q: 3 clusters Score -1121490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1121488.000000 Penalty: 2732.116699
	Iteration 64Q: 3 clusters Score -1121488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1121486.750000 Penalty: 2732.116699
	Iteration 65Q: 3 clusters Score -1121487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1121489.125000 Penalty: 2732.116699
	Iteration 66Q: 3 clusters Score -1121489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1121489.250000 Penalty: 2732.116699
	Iteration 67Q: 3 clusters Score -1121489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1121490.000000 Penalty: 2732.116699
	Iteration 68Q: 3 clusters Score -1121490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1121490.750000 Penalty: 2732.116699
	Iteration 69Q: 3 clusters Score -1121491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1121490.750000 Penalty: 2732.116699
	Iteration 70F: 3 clusters Score -1121491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Entering Unmasked Estep 
Score: -1165809.375000 Penalty: 1379.771484
	Iteration 0F: 2 clusters Score -1165809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1158621.625000 Penalty: 2759.542969
	Iteration 0F: 3 clusters Score -1158622 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1161075.500000 Penalty: 2759.542969
	Iteration 1F: 3 clusters Score -1161076 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1161461.000000 Penalty: 2759.542969
	Iteration 2F: 3 clusters Score -1161461 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1161708.375000 Penalty: 2759.542969
	Iteration 3F: 3 clusters Score -1161708 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1161909.625000 Penalty: 2759.542969
	Iteration 4Q: 3 clusters Score -1161910 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1162091.500000 Penalty: 2759.542969
	Iteration 5Q: 3 clusters Score -1162092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1162285.125000 Penalty: 2759.542969
	Iteration 6Q: 3 clusters Score -1162285 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1162481.000000 Penalty: 2759.542969
	Iteration 7Q: 3 clusters Score -1162481 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1162696.250000 Penalty: 2759.542969
	Iteration 8Q: 3 clusters Score -1162696 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1162954.250000 Penalty: 2759.542969
	Iteration 9Q: 3 clusters Score -1162954 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1163212.000000 Penalty: 2759.542969
	Iteration 10Q: 3 clusters Score -1163212 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1163458.125000 Penalty: 2759.542969
	Iteration 11Q: 3 clusters Score -1163458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1163679.500000 Penalty: 2759.542969
	Iteration 12Q: 3 clusters Score -1163680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1163887.375000 Penalty: 2759.542969
	Iteration 13Q: 3 clusters Score -1163887 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1164073.375000 Penalty: 2759.542969
	Iteration 14Q: 3 clusters Score -1164073 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1164237.875000 Penalty: 2759.542969
	Iteration 15Q: 3 clusters Score -1164238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1164361.500000 Penalty: 2759.542969
	Iteration 16Q: 3 clusters Score -1164362 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1164444.375000 Penalty: 2759.542969
	Iteration 17Q: 3 clusters Score -1164444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1164508.875000 Penalty: 2759.542969
	Iteration 18Q: 3 clusters Score -1164509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1164570.875000 Penalty: 2759.542969
	Iteration 19Q: 3 clusters Score -1164571 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1164625.375000 Penalty: 2759.542969
	Iteration 20F: 3 clusters Score -1164625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1164655.750000 Penalty: 2759.542969
	Iteration 21Q: 3 clusters Score -1164656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1164683.875000 Penalty: 2759.542969
	Iteration 22Q: 3 clusters Score -1164684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1164703.500000 Penalty: 2759.542969
	Iteration 23Q: 3 clusters Score -1164704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1164713.500000 Penalty: 2759.542969
	Iteration 24Q: 3 clusters Score -1164714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1164732.875000 Penalty: 2759.542969
	Iteration 25Q: 3 clusters Score -1164733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1164751.625000 Penalty: 2759.542969
	Iteration 26Q: 3 clusters Score -1164752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1164765.750000 Penalty: 2759.542969
	Iteration 27Q: 3 clusters Score -1164766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1164779.625000 Penalty: 2759.542969
	Iteration 28Q: 3 clusters Score -1164780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1164788.000000 Penalty: 2759.542969
	Iteration 29Q: 3 clusters Score -1164788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1164800.500000 Penalty: 2759.542969
	Iteration 30Q: 3 clusters Score -1164800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1164807.125000 Penalty: 2759.542969
	Iteration 31Q: 3 clusters Score -1164807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1164820.500000 Penalty: 2759.542969
	Iteration 32Q: 3 clusters Score -1164820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1164833.750000 Penalty: 2759.542969
	Iteration 33Q: 3 clusters Score -1164834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1164847.375000 Penalty: 2759.542969
	Iteration 34Q: 3 clusters Score -1164847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1164852.000000 Penalty: 2759.542969
	Iteration 35Q: 3 clusters Score -1164852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1164859.125000 Penalty: 2759.542969
	Iteration 36Q: 3 clusters Score -1164859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1164860.250000 Penalty: 2759.542969
	Iteration 37Q: 3 clusters Score -1164860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1164864.125000 Penalty: 2759.542969
	Iteration 38Q: 3 clusters Score -1164864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1164870.625000 Penalty: 2759.542969
	Iteration 39Q: 3 clusters Score -1164871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1164879.750000 Penalty: 2759.542969
	Iteration 40F: 3 clusters Score -1164880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1164882.750000 Penalty: 2759.542969
	Iteration 41Q: 3 clusters Score -1164883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1164887.250000 Penalty: 2759.542969
	Iteration 42Q: 3 clusters Score -1164887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1164889.500000 Penalty: 2759.542969
	Iteration 43Q: 3 clusters Score -1164890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1164888.500000 Penalty: 2759.542969
	Iteration 44Q: 3 clusters Score -1164888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1164888.625000 Penalty: 2759.542969
	Iteration 45Q: 3 clusters Score -1164889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1164889.750000 Penalty: 2759.542969
	Iteration 46Q: 3 clusters Score -1164890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1164889.750000 Penalty: 2759.542969
	Iteration 47F: 3 clusters Score -1164890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -25236.017578 Penalty: 856.924561
	Iteration 0F: 2 clusters Score -25236.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24540.244141 Penalty: 1713.849121
	Iteration 0F: 3 clusters Score -24540.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24683.595703 Penalty: 1713.849121
	Iteration 1F: 3 clusters Score -24683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24720.888672 Penalty: 1713.849121
	Iteration 2Q: 3 clusters Score -24720.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24730.433594 Penalty: 1713.849121
	Iteration 3Q: 3 clusters Score -24730.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24734.646484 Penalty: 1713.849121
	Iteration 4Q: 3 clusters Score -24734.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24747.941406 Penalty: 1713.849121
	Iteration 5Q: 3 clusters Score -24747.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24751.640625 Penalty: 1713.849121
	Iteration 6Q: 3 clusters Score -24751.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24755.792969 Penalty: 1713.849121
	Iteration 7Q: 3 clusters Score -24755.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24760.580078 Penalty: 1713.849121
	Iteration 8Q: 3 clusters Score -24760.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24767.347656 Penalty: 1713.849121
	Iteration 9Q: 3 clusters Score -24767.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24771.457031 Penalty: 1713.849121
	Iteration 10Q: 3 clusters Score -24771.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24773.517578 Penalty: 1713.849121
	Iteration 11Q: 3 clusters Score -24773.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24775.701172 Penalty: 1713.849121
	Iteration 12Q: 3 clusters Score -24775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24775.701172 Penalty: 1713.849121
	Iteration 13F: 3 clusters Score -24775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (93158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Entering Unmasked Estep 
Score: -10776366.000000 Penalty: 1702.577393
	Iteration 0F: 2 clusters Score -1.077637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -10716956.000000 Penalty: 3405.154785
	Iteration 0F: 3 clusters Score -1.071696e+07 nChanged 44011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -10742409.000000 Penalty: 3405.154785
	Iteration 1F: 3 clusters Score -1.074241e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -10743432.000000 Penalty: 3405.154785
	Iteration 2Q: 3 clusters Score -1.074343e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -10744724.000000 Penalty: 3405.154785
	Iteration 3Q: 3 clusters Score -1.074472e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -10746529.000000 Penalty: 3405.154785
	Iteration 4Q: 3 clusters Score -1.074653e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -10748896.000000 Penalty: 3405.154785
	Iteration 5Q: 3 clusters Score -1.07489e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -10751654.000000 Penalty: 3405.154785
	Iteration 6F: 3 clusters Score -1.075165e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -10754630.000000 Penalty: 3405.154785
	Iteration 7F: 3 clusters Score -1.075463e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -10757528.000000 Penalty: 3405.154785
	Iteration 8F: 3 clusters Score -1.075753e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -10759875.000000 Penalty: 3405.154785
	Iteration 9F: 3 clusters Score -1.075988e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10761630.000000 Penalty: 3405.154785
	Iteration 10Q: 3 clusters Score -1.076163e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -10762883.000000 Penalty: 3405.154785
	Iteration 11Q: 3 clusters Score -1.076288e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -10763576.000000 Penalty: 3405.154785
	Iteration 12Q: 3 clusters Score -1.076358e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -10764103.000000 Penalty: 3405.154785
	Iteration 13Q: 3 clusters Score -1.07641e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -10764357.000000 Penalty: 3405.154785
	Iteration 14Q: 3 clusters Score -1.076436e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -10764477.000000 Penalty: 3405.154785
	Iteration 15Q: 3 clusters Score -1.076448e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -10764652.000000 Penalty: 3405.154785
	Iteration 16Q: 3 clusters Score -1.076465e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -10764752.000000 Penalty: 3405.154785
	Iteration 17Q: 3 clusters Score -1.076475e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -10764839.000000 Penalty: 3405.154785
	Iteration 18Q: 3 clusters Score -1.076484e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -10765011.000000 Penalty: 3405.154785
	Iteration 19Q: 3 clusters Score -1.076501e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -10765113.000000 Penalty: 3405.154785
	Iteration 20F: 3 clusters Score -1.076511e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -10765219.000000 Penalty: 3405.154785
	Iteration 21Q: 3 clusters Score -1.076522e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -10765302.000000 Penalty: 3405.154785
	Iteration 22Q: 3 clusters Score -1.07653e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -10765396.000000 Penalty: 3405.154785
	Iteration 23Q: 3 clusters Score -1.07654e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -10765467.000000 Penalty: 3405.154785
	Iteration 24Q: 3 clusters Score -1.076547e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -10765562.000000 Penalty: 3405.154785
	Iteration 25Q: 3 clusters Score -1.076556e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -10765675.000000 Penalty: 3405.154785
	Iteration 26Q: 3 clusters Score -1.076568e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -10765804.000000 Penalty: 3405.154785
	Iteration 27Q: 3 clusters Score -1.07658e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -10765879.000000 Penalty: 3405.154785
	Iteration 28Q: 3 clusters Score -1.076588e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -10766012.000000 Penalty: 3405.154785
	Iteration 29Q: 3 clusters Score -1.076601e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -10766056.000000 Penalty: 3405.154785
	Iteration 30Q: 3 clusters Score -1.076606e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -10766182.000000 Penalty: 3405.154785
	Iteration 31Q: 3 clusters Score -1.076618e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -10766324.000000 Penalty: 3405.154785
	Iteration 32Q: 3 clusters Score -1.076632e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -10766486.000000 Penalty: 3405.154785
	Iteration 33Q: 3 clusters Score -1.076649e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -10766627.000000 Penalty: 3405.154785
	Iteration 34Q: 3 clusters Score -1.076663e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -10766743.000000 Penalty: 3405.154785
	Iteration 35Q: 3 clusters Score -1.076674e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -10766897.000000 Penalty: 3405.154785
	Iteration 36Q: 3 clusters Score -1.07669e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -10767146.000000 Penalty: 3405.154785
	Iteration 37Q: 3 clusters Score -1.076715e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -10767454.000000 Penalty: 3405.154785
	Iteration 38Q: 3 clusters Score -1.076745e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -10767783.000000 Penalty: 3405.154785
	Iteration 39Q: 3 clusters Score -1.076778e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -10768078.000000 Penalty: 3405.154785
	Iteration 40F: 3 clusters Score -1.076808e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -10768506.000000 Penalty: 3405.154785
	Iteration 41Q: 3 clusters Score -1.076851e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -10768963.000000 Penalty: 3405.154785
	Iteration 42Q: 3 clusters Score -1.076896e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -10769383.000000 Penalty: 3405.154785
	Iteration 43Q: 3 clusters Score -1.076938e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -10769843.000000 Penalty: 3405.154785
	Iteration 44Q: 3 clusters Score -1.076984e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -10770166.000000 Penalty: 3405.154785
	Iteration 45Q: 3 clusters Score -1.077017e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -10770640.000000 Penalty: 3405.154785
	Iteration 46Q: 3 clusters Score -1.077064e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -10771130.000000 Penalty: 3405.154785
	Iteration 47Q: 3 clusters Score -1.077113e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -10771608.000000 Penalty: 3405.154785
	Iteration 48Q: 3 clusters Score -1.077161e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -10772087.000000 Penalty: 3405.154785
	Iteration 49Q: 3 clusters Score -1.077209e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -10772585.000000 Penalty: 3405.154785
	Iteration 50Q: 3 clusters Score -1.077258e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -10773004.000000 Penalty: 3405.154785
	Iteration 51Q: 3 clusters Score -1.0773e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -10773457.000000 Penalty: 3405.154785
	Iteration 52Q: 3 clusters Score -1.077346e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -10773908.000000 Penalty: 3405.154785
	Iteration 53Q: 3 clusters Score -1.077391e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -10774322.000000 Penalty: 3405.154785
	Iteration 54Q: 3 clusters Score -1.077432e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -10774611.000000 Penalty: 3405.154785
	Iteration 55Q: 3 clusters Score -1.077461e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -10774869.000000 Penalty: 3405.154785
	Iteration 56Q: 3 clusters Score -1.077487e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -10775088.000000 Penalty: 3405.154785
	Iteration 57Q: 3 clusters Score -1.077509e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -10775221.000000 Penalty: 3405.154785
	Iteration 58Q: 3 clusters Score -1.077522e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -10775347.000000 Penalty: 3405.154785
	Iteration 59Q: 3 clusters Score -1.077535e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -10775518.000000 Penalty: 3405.154785
	Iteration 60F: 3 clusters Score -1.077552e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -10775573.000000 Penalty: 3405.154785
	Iteration 61Q: 3 clusters Score -1.077557e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -10775669.000000 Penalty: 3405.154785
	Iteration 62Q: 3 clusters Score -1.077567e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -10775685.000000 Penalty: 3405.154785
	Iteration 63Q: 3 clusters Score -1.077568e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -10775799.000000 Penalty: 3405.154785
	Iteration 64Q: 3 clusters Score -1.07758e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -10775796.000000 Penalty: 3405.154785
	Iteration 65Q: 3 clusters Score -1.07758e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -10775807.000000 Penalty: 3405.154785
	Iteration 66Q: 3 clusters Score -1.077581e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -10775850.000000 Penalty: 3405.154785
	Iteration 67Q: 3 clusters Score -1.077585e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -10775865.000000 Penalty: 3405.154785
	Iteration 68Q: 3 clusters Score -1.077586e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -10775913.000000 Penalty: 3405.154785
	Iteration 69Q: 3 clusters Score -1.077591e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -10775925.000000 Penalty: 3405.154785
	Iteration 70Q: 3 clusters Score -1.077592e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -10775911.000000 Penalty: 3405.154785
	Iteration 71Q: 3 clusters Score -1.077591e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -10775938.000000 Penalty: 3405.154785
	Iteration 72Q: 3 clusters Score -1.077594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -10775932.000000 Penalty: 3405.154785
	Iteration 73Q: 3 clusters Score -1.077593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -10775958.000000 Penalty: 3405.154785
	Iteration 74Q: 3 clusters Score -1.077596e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -10775975.000000 Penalty: 3405.154785
	Iteration 75Q: 3 clusters Score -1.077598e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -10775976.000000 Penalty: 3405.154785
	Iteration 76Q: 3 clusters Score -1.077598e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -10775948.000000 Penalty: 3405.154785
	Iteration 77Q: 3 clusters Score -1.077595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -10775953.000000 Penalty: 3405.154785
	Iteration 78Q: 3 clusters Score -1.077595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -10775938.000000 Penalty: 3405.154785
	Iteration 79Q: 3 clusters Score -1.077594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -10775948.000000 Penalty: 3405.154785
	Iteration 80F: 3 clusters Score -1.077595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -10775940.000000 Penalty: 3405.154785
	Iteration 81Q: 3 clusters Score -1.077594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -10775941.000000 Penalty: 3405.154785
	Iteration 82Q: 3 clusters Score -1.077594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -10775949.000000 Penalty: 3405.154785
	Iteration 83Q: 3 clusters Score -1.077595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -10775956.000000 Penalty: 3405.154785
	Iteration 84Q: 3 clusters Score -1.077596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -10775960.000000 Penalty: 3405.154785
	Iteration 85Q: 3 clusters Score -1.077596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -10775956.000000 Penalty: 3405.154785
	Iteration 86Q: 3 clusters Score -1.077596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -10775971.000000 Penalty: 3405.154785
	Iteration 87Q: 3 clusters Score -1.077597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -10775965.000000 Penalty: 3405.154785
	Iteration 88Q: 3 clusters Score -1.077596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -10775967.000000 Penalty: 3405.154785
	Iteration 89Q: 3 clusters Score -1.077597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
Score: -10775964.000000 Penalty: 3405.154785
	Iteration 90Q: 3 clusters Score -1.077596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -10775965.000000 Penalty: 3405.154785
	Iteration 91Q: 3 clusters Score -1.077596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -10775980.000000 Penalty: 3405.154785
	Iteration 92Q: 3 clusters Score -1.077598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -10775975.000000 Penalty: 3405.154785
	Iteration 93Q: 3 clusters Score -1.077598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -10775974.000000 Penalty: 3405.154785
	Iteration 94Q: 3 clusters Score -1.077597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -10775970.000000 Penalty: 3405.154785
	Iteration 95Q: 3 clusters Score -1.077597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -10775970.000000 Penalty: 3405.154785
	Iteration 96Q: 3 clusters Score -1.077597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -10775973.000000 Penalty: 3405.154785
	Iteration 97Q: 3 clusters Score -1.077597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 89265 members 
Entering Unmasked Estep 
Score: -10775974.000000 Penalty: 3405.154785
	Iteration 98Q: 3 clusters Score -1.077597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -10775979.000000 Penalty: 3405.154785
	Iteration 99Q: 3 clusters Score -1.077598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -10775969.000000 Penalty: 3405.154785
	Iteration 100F: 3 clusters Score -1.077597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -10775968.000000 Penalty: 3405.154785
	Iteration 101Q: 3 clusters Score -1.077597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -10775964.000000 Penalty: 3405.154785
	Iteration 102Q: 3 clusters Score -1.077596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -10775975.000000 Penalty: 3405.154785
	Iteration 103Q: 3 clusters Score -1.077598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -10775974.000000 Penalty: 3405.154785
	Iteration 104Q: 3 clusters Score -1.077597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -10775966.000000 Penalty: 3405.154785
	Iteration 105Q: 3 clusters Score -1.077597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -10775971.000000 Penalty: 3405.154785
	Iteration 106Q: 3 clusters Score -1.077597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -10775964.000000 Penalty: 3405.154785
	Iteration 107Q: 3 clusters Score -1.077596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -10775967.000000 Penalty: 3405.154785
	Iteration 108Q: 3 clusters Score -1.077597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -10775965.000000 Penalty: 3405.154785
	Iteration 109Q: 3 clusters Score -1.077596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -10775968.000000 Penalty: 3405.154785
	Iteration 110Q: 3 clusters Score -1.077597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -10775959.000000 Penalty: 3405.154785
	Iteration 111Q: 3 clusters Score -1.077596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -10775959.000000 Penalty: 3405.154785
	Iteration 112F: 3 clusters Score -1.077596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1177256.625000 Penalty: 1378.169067
	Iteration 0F: 2 clusters Score -1177257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1170140.500000 Penalty: 2756.338135
	Iteration 0F: 3 clusters Score -1170140 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1172505.875000 Penalty: 2756.338135
	Iteration 1F: 3 clusters Score -1172506 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1172811.000000 Penalty: 2756.338135
	Iteration 2F: 3 clusters Score -1172811 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1173059.875000 Penalty: 2756.338135
	Iteration 3F: 3 clusters Score -1173060 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1173293.375000 Penalty: 2756.338135
	Iteration 4Q: 3 clusters Score -1173293 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1173559.875000 Penalty: 2756.338135
	Iteration 5Q: 3 clusters Score -1173560 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1173835.125000 Penalty: 2756.338135
	Iteration 6Q: 3 clusters Score -1173835 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1174120.000000 Penalty: 2756.338135
	Iteration 7Q: 3 clusters Score -1174120 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1174384.125000 Penalty: 2756.338135
	Iteration 8Q: 3 clusters Score -1174384 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1174627.000000 Penalty: 2756.338135
	Iteration 9Q: 3 clusters Score -1174627 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1174843.375000 Penalty: 2756.338135
	Iteration 10Q: 3 clusters Score -1174843 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1175069.000000 Penalty: 2756.338135
	Iteration 11Q: 3 clusters Score -1175069 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1175252.625000 Penalty: 2756.338135
	Iteration 12Q: 3 clusters Score -1175253 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1175393.250000 Penalty: 2756.338135
	Iteration 13Q: 3 clusters Score -1175393 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1175500.125000 Penalty: 2756.338135
	Iteration 14Q: 3 clusters Score -1175500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1175576.875000 Penalty: 2756.338135
	Iteration 15Q: 3 clusters Score -1175577 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1175640.500000 Penalty: 2756.338135
	Iteration 16Q: 3 clusters Score -1175640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1175680.875000 Penalty: 2756.338135
	Iteration 17Q: 3 clusters Score -1175681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1175704.000000 Penalty: 2756.338135
	Iteration 18Q: 3 clusters Score -1175704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1175724.750000 Penalty: 2756.338135
	Iteration 19Q: 3 clusters Score -1175725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1175744.625000 Penalty: 2756.338135
	Iteration 20F: 3 clusters Score -1175745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1175758.250000 Penalty: 2756.338135
	Iteration 21Q: 3 clusters Score -1175758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1175781.375000 Penalty: 2756.338135
	Iteration 22Q: 3 clusters Score -1175781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1175799.375000 Penalty: 2756.338135
	Iteration 23Q: 3 clusters Score -1175799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1175812.500000 Penalty: 2756.338135
	Iteration 24Q: 3 clusters Score -1175812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1175834.875000 Penalty: 2756.338135
	Iteration 25Q: 3 clusters Score -1175835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1175861.375000 Penalty: 2756.338135
	Iteration 26Q: 3 clusters Score -1175861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1175875.500000 Penalty: 2756.338135
	Iteration 27Q: 3 clusters Score -1175876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1175894.750000 Penalty: 2756.338135
	Iteration 28Q: 3 clusters Score -1175895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1175903.250000 Penalty: 2756.338135
	Iteration 29Q: 3 clusters Score -1175903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1175915.625000 Penalty: 2756.338135
	Iteration 30Q: 3 clusters Score -1175916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1175924.500000 Penalty: 2756.338135
	Iteration 31Q: 3 clusters Score -1175924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1175941.125000 Penalty: 2756.338135
	Iteration 32Q: 3 clusters Score -1175941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1175959.500000 Penalty: 2756.338135
	Iteration 33Q: 3 clusters Score -1175960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1175982.250000 Penalty: 2756.338135
	Iteration 34Q: 3 clusters Score -1175982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1176005.250000 Penalty: 2756.338135
	Iteration 35Q: 3 clusters Score -1176005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1176018.625000 Penalty: 2756.338135
	Iteration 36Q: 3 clusters Score -1176019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1176031.375000 Penalty: 2756.338135
	Iteration 37Q: 3 clusters Score -1176031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1176041.750000 Penalty: 2756.338135
	Iteration 38Q: 3 clusters Score -1176042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1176052.250000 Penalty: 2756.338135
	Iteration 39Q: 3 clusters Score -1176052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1176061.625000 Penalty: 2756.338135
	Iteration 40F: 3 clusters Score -1176062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1176066.500000 Penalty: 2756.338135
	Iteration 41Q: 3 clusters Score -1176066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1176076.625000 Penalty: 2756.338135
	Iteration 42Q: 3 clusters Score -1176077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1176086.000000 Penalty: 2756.338135
	Iteration 43Q: 3 clusters Score -1176086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1176095.375000 Penalty: 2756.338135
	Iteration 44Q: 3 clusters Score -1176095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1176100.250000 Penalty: 2756.338135
	Iteration 45Q: 3 clusters Score -1176100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1176104.875000 Penalty: 2756.338135
	Iteration 46Q: 3 clusters Score -1176105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1176111.625000 Penalty: 2756.338135
	Iteration 47Q: 3 clusters Score -1176112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1176117.750000 Penalty: 2756.338135
	Iteration 48Q: 3 clusters Score -1176118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1176122.000000 Penalty: 2756.338135
	Iteration 49Q: 3 clusters Score -1176122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1176124.625000 Penalty: 2756.338135
	Iteration 50Q: 3 clusters Score -1176125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1176129.875000 Penalty: 2756.338135
	Iteration 51Q: 3 clusters Score -1176130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1176133.750000 Penalty: 2756.338135
	Iteration 52Q: 3 clusters Score -1176134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1176137.250000 Penalty: 2756.338135
	Iteration 53Q: 3 clusters Score -1176137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1176145.250000 Penalty: 2756.338135
	Iteration 54Q: 3 clusters Score -1176145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1176150.500000 Penalty: 2756.338135
	Iteration 55Q: 3 clusters Score -1176150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1176149.750000 Penalty: 2756.338135
	Iteration 56Q: 3 clusters Score -1176150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1176153.875000 Penalty: 2756.338135
	Iteration 57Q: 3 clusters Score -1176154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1176161.000000 Penalty: 2756.338135
	Iteration 58Q: 3 clusters Score -1176161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1176170.375000 Penalty: 2756.338135
	Iteration 59Q: 3 clusters Score -1176170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1176175.125000 Penalty: 2756.338135
	Iteration 60F: 3 clusters Score -1176175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1176178.500000 Penalty: 2756.338135
	Iteration 61Q: 3 clusters Score -1176178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1176181.125000 Penalty: 2756.338135
	Iteration 62Q: 3 clusters Score -1176181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1176183.625000 Penalty: 2756.338135
	Iteration 63Q: 3 clusters Score -1176184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1176187.625000 Penalty: 2756.338135
	Iteration 64Q: 3 clusters Score -1176188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1176192.500000 Penalty: 2756.338135
	Iteration 65Q: 3 clusters Score -1176192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1176199.375000 Penalty: 2756.338135
	Iteration 66Q: 3 clusters Score -1176199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1176210.375000 Penalty: 2756.338135
	Iteration 67Q: 3 clusters Score -1176210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1176219.375000 Penalty: 2756.338135
	Iteration 68Q: 3 clusters Score -1176219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1176231.375000 Penalty: 2756.338135
	Iteration 69Q: 3 clusters Score -1176231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1176239.250000 Penalty: 2756.338135
	Iteration 70Q: 3 clusters Score -1176239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1176248.000000 Penalty: 2756.338135
	Iteration 71Q: 3 clusters Score -1176248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1176260.750000 Penalty: 2756.338135
	Iteration 72Q: 3 clusters Score -1176261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1176272.500000 Penalty: 2756.338135
	Iteration 73Q: 3 clusters Score -1176272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1176281.875000 Penalty: 2756.338135
	Iteration 74Q: 3 clusters Score -1176282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1176290.375000 Penalty: 2756.338135
	Iteration 75Q: 3 clusters Score -1176290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1176295.625000 Penalty: 2756.338135
	Iteration 76Q: 3 clusters Score -1176296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1176299.125000 Penalty: 2756.338135
	Iteration 77Q: 3 clusters Score -1176299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1176303.125000 Penalty: 2756.338135
	Iteration 78Q: 3 clusters Score -1176303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1176308.500000 Penalty: 2756.338135
	Iteration 79Q: 3 clusters Score -1176308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1176307.125000 Penalty: 2756.338135
	Iteration 80F: 3 clusters Score -1176307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1176314.625000 Penalty: 2756.338135
	Iteration 81Q: 3 clusters Score -1176315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1176320.875000 Penalty: 2756.338135
	Iteration 82Q: 3 clusters Score -1176321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1176325.875000 Penalty: 2756.338135
	Iteration 83Q: 3 clusters Score -1176326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1176325.875000 Penalty: 2756.338135
	Iteration 84Q: 3 clusters Score -1176326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1176328.750000 Penalty: 2756.338135
	Iteration 85Q: 3 clusters Score -1176329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1176330.750000 Penalty: 2756.338135
	Iteration 86Q: 3 clusters Score -1176331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1176333.000000 Penalty: 2756.338135
	Iteration 87Q: 3 clusters Score -1176333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1176331.625000 Penalty: 2756.338135
	Iteration 88Q: 3 clusters Score -1176332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1176333.375000 Penalty: 2756.338135
	Iteration 89Q: 3 clusters Score -1176333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1176332.375000 Penalty: 2756.338135
	Iteration 90Q: 3 clusters Score -1176332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1176332.375000 Penalty: 2756.338135
	Iteration 91F: 3 clusters Score -1176332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -424795.406250 Penalty: 1231.148438
	Iteration 0F: 2 clusters Score -424795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -421792.312500 Penalty: 2462.296875
	Iteration 0F: 3 clusters Score -421792.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -422566.562500 Penalty: 2462.296875
	Iteration 1F: 3 clusters Score -422566.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -422754.687500 Penalty: 2462.296875
	Iteration 2F: 3 clusters Score -422754.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -422886.625000 Penalty: 2462.296875
	Iteration 3F: 3 clusters Score -422886.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -422976.656250 Penalty: 2462.296875
	Iteration 4Q: 3 clusters Score -422976.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -423064.031250 Penalty: 2462.296875
	Iteration 5Q: 3 clusters Score -423064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -423133.750000 Penalty: 2462.296875
	Iteration 6Q: 3 clusters Score -423133.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -423185.875000 Penalty: 2462.296875
	Iteration 7Q: 3 clusters Score -423185.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -423229.625000 Penalty: 2462.296875
	Iteration 8Q: 3 clusters Score -423229.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -423272.656250 Penalty: 2462.296875
	Iteration 9Q: 3 clusters Score -423272.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -423313.937500 Penalty: 2462.296875
	Iteration 10Q: 3 clusters Score -423313.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -423367.656250 Penalty: 2462.296875
	Iteration 11Q: 3 clusters Score -423367.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -423405.406250 Penalty: 2462.296875
	Iteration 12Q: 3 clusters Score -423405.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -423433.281250 Penalty: 2462.296875
	Iteration 13Q: 3 clusters Score -423433.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -423452.562500 Penalty: 2462.296875
	Iteration 14Q: 3 clusters Score -423452.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -423472.343750 Penalty: 2462.296875
	Iteration 15Q: 3 clusters Score -423472.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -423489.843750 Penalty: 2462.296875
	Iteration 16Q: 3 clusters Score -423489.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -423507.593750 Penalty: 2462.296875
	Iteration 17Q: 3 clusters Score -423507.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -423529.156250 Penalty: 2462.296875
	Iteration 18Q: 3 clusters Score -423529.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -423543.000000 Penalty: 2462.296875
	Iteration 19Q: 3 clusters Score -423543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -423561.750000 Penalty: 2462.296875
	Iteration 20F: 3 clusters Score -423561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -423578.000000 Penalty: 2462.296875
	Iteration 21Q: 3 clusters Score -423578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -423589.718750 Penalty: 2462.296875
	Iteration 22Q: 3 clusters Score -423589.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -423599.718750 Penalty: 2462.296875
	Iteration 23Q: 3 clusters Score -423599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -423608.031250 Penalty: 2462.296875
	Iteration 24Q: 3 clusters Score -423608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -423617.062500 Penalty: 2462.296875
	Iteration 25Q: 3 clusters Score -423617.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -423631.531250 Penalty: 2462.296875
	Iteration 26Q: 3 clusters Score -423631.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -423643.625000 Penalty: 2462.296875
	Iteration 27Q: 3 clusters Score -423643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -423652.656250 Penalty: 2462.296875
	Iteration 28Q: 3 clusters Score -423652.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -423662.875000 Penalty: 2462.296875
	Iteration 29Q: 3 clusters Score -423662.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -423672.875000 Penalty: 2462.296875
	Iteration 30Q: 3 clusters Score -423672.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -423686.687500 Penalty: 2462.296875
	Iteration 31Q: 3 clusters Score -423686.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -423701.968750 Penalty: 2462.296875
	Iteration 32Q: 3 clusters Score -423702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -423716.843750 Penalty: 2462.296875
	Iteration 33Q: 3 clusters Score -423716.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423732.781250 Penalty: 2462.296875
	Iteration 34Q: 3 clusters Score -423732.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -423747.781250 Penalty: 2462.296875
	Iteration 35Q: 3 clusters Score -423747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -423762.937500 Penalty: 2462.296875
	Iteration 36Q: 3 clusters Score -423762.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -423780.781250 Penalty: 2462.296875
	Iteration 37Q: 3 clusters Score -423780.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -423792.656250 Penalty: 2462.296875
	Iteration 38Q: 3 clusters Score -423792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -423807.218750 Penalty: 2462.296875
	Iteration 39Q: 3 clusters Score -423807.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -423819.250000 Penalty: 2462.296875
	Iteration 40F: 3 clusters Score -423819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423826.687500 Penalty: 2462.296875
	Iteration 41Q: 3 clusters Score -423826.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -423836.343750 Penalty: 2462.296875
	Iteration 42Q: 3 clusters Score -423836.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -423845.250000 Penalty: 2462.296875
	Iteration 43Q: 3 clusters Score -423845.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -423850.718750 Penalty: 2462.296875
	Iteration 44Q: 3 clusters Score -423850.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -423856.625000 Penalty: 2462.296875
	Iteration 45Q: 3 clusters Score -423856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -423861.812500 Penalty: 2462.296875
	Iteration 46Q: 3 clusters Score -423861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -423867.500000 Penalty: 2462.296875
	Iteration 47Q: 3 clusters Score -423867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -423872.750000 Penalty: 2462.296875
	Iteration 48Q: 3 clusters Score -423872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -423877.406250 Penalty: 2462.296875
	Iteration 49Q: 3 clusters Score -423877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -423880.281250 Penalty: 2462.296875
	Iteration 50Q: 3 clusters Score -423880.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423882.812500 Penalty: 2462.296875
	Iteration 51Q: 3 clusters Score -423882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423887.937500 Penalty: 2462.296875
	Iteration 52Q: 3 clusters Score -423887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423889.031250 Penalty: 2462.296875
	Iteration 53Q: 3 clusters Score -423889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -423891.281250 Penalty: 2462.296875
	Iteration 54Q: 3 clusters Score -423891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -423892.375000 Penalty: 2462.296875
	Iteration 55Q: 3 clusters Score -423892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423892.281250 Penalty: 2462.296875
	Iteration 56Q: 3 clusters Score -423892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423893.625000 Penalty: 2462.296875
	Iteration 57Q: 3 clusters Score -423893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423894.562500 Penalty: 2462.296875
	Iteration 58Q: 3 clusters Score -423894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423895.406250 Penalty: 2462.296875
	Iteration 59Q: 3 clusters Score -423895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423896.187500 Penalty: 2462.296875
	Iteration 60F: 3 clusters Score -423896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -423896.375000 Penalty: 2462.296875
	Iteration 61Q: 3 clusters Score -423896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -423896.375000 Penalty: 2462.296875
	Iteration 62F: 3 clusters Score -423896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -985636.375000 Penalty: 1345.367554
	Iteration 0F: 2 clusters Score -985636.4 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 4251 members 
Entering Unmasked Estep 
Score: -979847.500000 Penalty: 2690.735107
	Iteration 0F: 3 clusters Score -979847.5 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -981777.187500 Penalty: 2690.735107
	Iteration 1F: 3 clusters Score -981777.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -982098.750000 Penalty: 2690.735107
	Iteration 2F: 3 clusters Score -982098.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -982288.062500 Penalty: 2690.735107
	Iteration 3F: 3 clusters Score -982288.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -982424.500000 Penalty: 2690.735107
	Iteration 4Q: 3 clusters Score -982424.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -982526.812500 Penalty: 2690.735107
	Iteration 5Q: 3 clusters Score -982526.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -982620.062500 Penalty: 2690.735107
	Iteration 6Q: 3 clusters Score -982620.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -982687.937500 Penalty: 2690.735107
	Iteration 7Q: 3 clusters Score -982687.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -982744.687500 Penalty: 2690.735107
	Iteration 8Q: 3 clusters Score -982744.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -982786.312500 Penalty: 2690.735107
	Iteration 9Q: 3 clusters Score -982786.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -982831.562500 Penalty: 2690.735107
	Iteration 10Q: 3 clusters Score -982831.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -982876.687500 Penalty: 2690.735107
	Iteration 11Q: 3 clusters Score -982876.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -982915.562500 Penalty: 2690.735107
	Iteration 12Q: 3 clusters Score -982915.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -982958.437500 Penalty: 2690.735107
	Iteration 13Q: 3 clusters Score -982958.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -983004.875000 Penalty: 2690.735107
	Iteration 14Q: 3 clusters Score -983004.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -983049.000000 Penalty: 2690.735107
	Iteration 15Q: 3 clusters Score -983049 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -983095.312500 Penalty: 2690.735107
	Iteration 16Q: 3 clusters Score -983095.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -983142.375000 Penalty: 2690.735107
	Iteration 17Q: 3 clusters Score -983142.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -983187.437500 Penalty: 2690.735107
	Iteration 18Q: 3 clusters Score -983187.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -983231.312500 Penalty: 2690.735107
	Iteration 19Q: 3 clusters Score -983231.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -983281.875000 Penalty: 2690.735107
	Iteration 20F: 3 clusters Score -983281.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -983323.750000 Penalty: 2690.735107
	Iteration 21Q: 3 clusters Score -983323.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -983363.125000 Penalty: 2690.735107
	Iteration 22Q: 3 clusters Score -983363.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -983404.187500 Penalty: 2690.735107
	Iteration 23Q: 3 clusters Score -983404.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -983444.812500 Penalty: 2690.735107
	Iteration 24Q: 3 clusters Score -983444.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -983477.375000 Penalty: 2690.735107
	Iteration 25Q: 3 clusters Score -983477.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -983511.875000 Penalty: 2690.735107
	Iteration 26Q: 3 clusters Score -983511.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -983546.875000 Penalty: 2690.735107
	Iteration 27Q: 3 clusters Score -983546.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -983572.250000 Penalty: 2690.735107
	Iteration 28Q: 3 clusters Score -983572.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -983599.875000 Penalty: 2690.735107
	Iteration 29Q: 3 clusters Score -983599.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -983630.062500 Penalty: 2690.735107
	Iteration 30Q: 3 clusters Score -983630.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -983672.125000 Penalty: 2690.735107
	Iteration 31Q: 3 clusters Score -983672.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -983707.562500 Penalty: 2690.735107
	Iteration 32Q: 3 clusters Score -983707.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -983742.375000 Penalty: 2690.735107
	Iteration 33Q: 3 clusters Score -983742.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -983784.500000 Penalty: 2690.735107
	Iteration 34Q: 3 clusters Score -983784.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -983821.187500 Penalty: 2690.735107
	Iteration 35Q: 3 clusters Score -983821.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -983853.875000 Penalty: 2690.735107
	Iteration 36Q: 3 clusters Score -983853.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -983883.875000 Penalty: 2690.735107
	Iteration 37Q: 3 clusters Score -983883.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -983909.062500 Penalty: 2690.735107
	Iteration 38Q: 3 clusters Score -983909.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -983939.937500 Penalty: 2690.735107
	Iteration 39Q: 3 clusters Score -983939.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -983967.562500 Penalty: 2690.735107
	Iteration 40F: 3 clusters Score -983967.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -983991.250000 Penalty: 2690.735107
	Iteration 41Q: 3 clusters Score -983991.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -984014.937500 Penalty: 2690.735107
	Iteration 42Q: 3 clusters Score -984014.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -984037.500000 Penalty: 2690.735107
	Iteration 43Q: 3 clusters Score -984037.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -984061.312500 Penalty: 2690.735107
	Iteration 44Q: 3 clusters Score -984061.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -984087.062500 Penalty: 2690.735107
	Iteration 45Q: 3 clusters Score -984087.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -984108.812500 Penalty: 2690.735107
	Iteration 46Q: 3 clusters Score -984108.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -984134.812500 Penalty: 2690.735107
	Iteration 47Q: 3 clusters Score -984134.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -984164.687500 Penalty: 2690.735107
	Iteration 48Q: 3 clusters Score -984164.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -984183.000000 Penalty: 2690.735107
	Iteration 49Q: 3 clusters Score -984183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -984205.812500 Penalty: 2690.735107
	Iteration 50Q: 3 clusters Score -984205.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -984225.750000 Penalty: 2690.735107
	Iteration 51Q: 3 clusters Score -984225.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -984250.500000 Penalty: 2690.735107
	Iteration 52Q: 3 clusters Score -984250.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -984268.875000 Penalty: 2690.735107
	Iteration 53Q: 3 clusters Score -984268.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -984288.062500 Penalty: 2690.735107
	Iteration 54Q: 3 clusters Score -984288.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -984311.000000 Penalty: 2690.735107
	Iteration 55Q: 3 clusters Score -984311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -984327.000000 Penalty: 2690.735107
	Iteration 56Q: 3 clusters Score -984327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -984339.125000 Penalty: 2690.735107
	Iteration 57Q: 3 clusters Score -984339.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -984354.062500 Penalty: 2690.735107
	Iteration 58Q: 3 clusters Score -984354.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -984366.375000 Penalty: 2690.735107
	Iteration 59Q: 3 clusters Score -984366.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -984379.625000 Penalty: 2690.735107
	Iteration 60F: 3 clusters Score -984379.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -984393.937500 Penalty: 2690.735107
	Iteration 61Q: 3 clusters Score -984393.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -984404.812500 Penalty: 2690.735107
	Iteration 62Q: 3 clusters Score -984404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -984413.312500 Penalty: 2690.735107
	Iteration 63Q: 3 clusters Score -984413.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -984423.187500 Penalty: 2690.735107
	Iteration 64Q: 3 clusters Score -984423.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -984435.062500 Penalty: 2690.735107
	Iteration 65Q: 3 clusters Score -984435.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -984448.750000 Penalty: 2690.735107
	Iteration 66Q: 3 clusters Score -984448.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -984458.562500 Penalty: 2690.735107
	Iteration 67Q: 3 clusters Score -984458.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -984469.812500 Penalty: 2690.735107
	Iteration 68Q: 3 clusters Score -984469.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -984482.562500 Penalty: 2690.735107
	Iteration 69Q: 3 clusters Score -984482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -984495.062500 Penalty: 2690.735107
	Iteration 70Q: 3 clusters Score -984495.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -984504.500000 Penalty: 2690.735107
	Iteration 71Q: 3 clusters Score -984504.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -984517.125000 Penalty: 2690.735107
	Iteration 72Q: 3 clusters Score -984517.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -984530.625000 Penalty: 2690.735107
	Iteration 73Q: 3 clusters Score -984530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -984547.000000 Penalty: 2690.735107
	Iteration 74Q: 3 clusters Score -984547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -984557.437500 Penalty: 2690.735107
	Iteration 75Q: 3 clusters Score -984557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -984568.187500 Penalty: 2690.735107
	Iteration 76Q: 3 clusters Score -984568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -984578.000000 Penalty: 2690.735107
	Iteration 77Q: 3 clusters Score -984578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -984590.750000 Penalty: 2690.735107
	Iteration 78Q: 3 clusters Score -984590.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -984600.437500 Penalty: 2690.735107
	Iteration 79Q: 3 clusters Score -984600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -984607.375000 Penalty: 2690.735107
	Iteration 80F: 3 clusters Score -984607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -984617.312500 Penalty: 2690.735107
	Iteration 81Q: 3 clusters Score -984617.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -984625.437500 Penalty: 2690.735107
	Iteration 82Q: 3 clusters Score -984625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -984629.187500 Penalty: 2690.735107
	Iteration 83Q: 3 clusters Score -984629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -984634.812500 Penalty: 2690.735107
	Iteration 84Q: 3 clusters Score -984634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -984642.750000 Penalty: 2690.735107
	Iteration 85Q: 3 clusters Score -984642.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -984651.250000 Penalty: 2690.735107
	Iteration 86Q: 3 clusters Score -984651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -984657.625000 Penalty: 2690.735107
	Iteration 87Q: 3 clusters Score -984657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -984665.375000 Penalty: 2690.735107
	Iteration 88Q: 3 clusters Score -984665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -984671.437500 Penalty: 2690.735107
	Iteration 89Q: 3 clusters Score -984671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -984675.750000 Penalty: 2690.735107
	Iteration 90Q: 3 clusters Score -984675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -984678.500000 Penalty: 2690.735107
	Iteration 91Q: 3 clusters Score -984678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -984679.375000 Penalty: 2690.735107
	Iteration 92Q: 3 clusters Score -984679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -984679.375000 Penalty: 2690.735107
	Iteration 93F: 3 clusters Score -984679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -615204.187500 Penalty: 1296.703247
	Iteration 0F: 2 clusters Score -615204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -610873.187500 Penalty: 2593.406494
	Iteration 0F: 3 clusters Score -610873.2 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -612242.312500 Penalty: 2593.406494
	Iteration 1F: 3 clusters Score -612242.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -612543.937500 Penalty: 2593.406494
	Iteration 2F: 3 clusters Score -612543.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -612736.437500 Penalty: 2593.406494
	Iteration 3F: 3 clusters Score -612736.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -612887.562500 Penalty: 2593.406494
	Iteration 4Q: 3 clusters Score -612887.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -613015.375000 Penalty: 2593.406494
	Iteration 5Q: 3 clusters Score -613015.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -613142.437500 Penalty: 2593.406494
	Iteration 6Q: 3 clusters Score -613142.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -613271.875000 Penalty: 2593.406494
	Iteration 7Q: 3 clusters Score -613271.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -613397.687500 Penalty: 2593.406494
	Iteration 8Q: 3 clusters Score -613397.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -613536.625000 Penalty: 2593.406494
	Iteration 9Q: 3 clusters Score -613536.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -613653.937500 Penalty: 2593.406494
	Iteration 10Q: 3 clusters Score -613653.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -613763.750000 Penalty: 2593.406494
	Iteration 11Q: 3 clusters Score -613763.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -613840.625000 Penalty: 2593.406494
	Iteration 12Q: 3 clusters Score -613840.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -613907.312500 Penalty: 2593.406494
	Iteration 13Q: 3 clusters Score -613907.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -613973.750000 Penalty: 2593.406494
	Iteration 14Q: 3 clusters Score -613973.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -614047.312500 Penalty: 2593.406494
	Iteration 15Q: 3 clusters Score -614047.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -614122.625000 Penalty: 2593.406494
	Iteration 16Q: 3 clusters Score -614122.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -614186.437500 Penalty: 2593.406494
	Iteration 17Q: 3 clusters Score -614186.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -614257.000000 Penalty: 2593.406494
	Iteration 18Q: 3 clusters Score -614257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -614321.812500 Penalty: 2593.406494
	Iteration 19Q: 3 clusters Score -614321.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -614372.125000 Penalty: 2593.406494
	Iteration 20F: 3 clusters Score -614372.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -614412.937500 Penalty: 2593.406494
	Iteration 21Q: 3 clusters Score -614412.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -614453.125000 Penalty: 2593.406494
	Iteration 22Q: 3 clusters Score -614453.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -614503.000000 Penalty: 2593.406494
	Iteration 23Q: 3 clusters Score -614503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -614552.125000 Penalty: 2593.406494
	Iteration 24Q: 3 clusters Score -614552.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -614582.312500 Penalty: 2593.406494
	Iteration 25Q: 3 clusters Score -614582.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -614610.187500 Penalty: 2593.406494
	Iteration 26Q: 3 clusters Score -614610.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -614636.875000 Penalty: 2593.406494
	Iteration 27Q: 3 clusters Score -614636.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -614655.375000 Penalty: 2593.406494
	Iteration 28Q: 3 clusters Score -614655.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -614667.500000 Penalty: 2593.406494
	Iteration 29Q: 3 clusters Score -614667.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -614679.000000 Penalty: 2593.406494
	Iteration 30Q: 3 clusters Score -614679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -614691.500000 Penalty: 2593.406494
	Iteration 31Q: 3 clusters Score -614691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -614700.937500 Penalty: 2593.406494
	Iteration 32Q: 3 clusters Score -614700.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -614711.312500 Penalty: 2593.406494
	Iteration 33Q: 3 clusters Score -614711.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -614727.562500 Penalty: 2593.406494
	Iteration 34Q: 3 clusters Score -614727.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -614737.062500 Penalty: 2593.406494
	Iteration 35Q: 3 clusters Score -614737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -614745.250000 Penalty: 2593.406494
	Iteration 36Q: 3 clusters Score -614745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -614748.375000 Penalty: 2593.406494
	Iteration 37Q: 3 clusters Score -614748.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -614751.312500 Penalty: 2593.406494
	Iteration 38Q: 3 clusters Score -614751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -614754.250000 Penalty: 2593.406494
	Iteration 39Q: 3 clusters Score -614754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -614756.625000 Penalty: 2593.406494
	Iteration 40F: 3 clusters Score -614756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -614757.562500 Penalty: 2593.406494
	Iteration 41Q: 3 clusters Score -614757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -614757.562500 Penalty: 2593.406494
	Iteration 42F: 3 clusters Score -614757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -325607.093750 Penalty: 1186.968506
	Iteration 0F: 2 clusters Score -325607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -323209.000000 Penalty: 2373.937012
	Iteration 0F: 3 clusters Score -323209 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -323887.218750 Penalty: 2373.937012
	Iteration 1F: 3 clusters Score -323887.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -324061.531250 Penalty: 2373.937012
	Iteration 2F: 3 clusters Score -324061.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -324151.906250 Penalty: 2373.937012
	Iteration 3Q: 3 clusters Score -324151.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -324214.062500 Penalty: 2373.937012
	Iteration 4Q: 3 clusters Score -324214.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -324253.250000 Penalty: 2373.937012
	Iteration 5Q: 3 clusters Score -324253.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -324283.187500 Penalty: 2373.937012
	Iteration 6Q: 3 clusters Score -324283.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -324304.875000 Penalty: 2373.937012
	Iteration 7Q: 3 clusters Score -324304.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -324319.093750 Penalty: 2373.937012
	Iteration 8Q: 3 clusters Score -324319.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -324333.875000 Penalty: 2373.937012
	Iteration 9Q: 3 clusters Score -324333.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -324352.187500 Penalty: 2373.937012
	Iteration 10Q: 3 clusters Score -324352.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324365.250000 Penalty: 2373.937012
	Iteration 11Q: 3 clusters Score -324365.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -324376.687500 Penalty: 2373.937012
	Iteration 12Q: 3 clusters Score -324376.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324388.468750 Penalty: 2373.937012
	Iteration 13Q: 3 clusters Score -324388.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -324400.031250 Penalty: 2373.937012
	Iteration 14Q: 3 clusters Score -324400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -324420.625000 Penalty: 2373.937012
	Iteration 15Q: 3 clusters Score -324420.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -324438.781250 Penalty: 2373.937012
	Iteration 16Q: 3 clusters Score -324438.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -324452.156250 Penalty: 2373.937012
	Iteration 17Q: 3 clusters Score -324452.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -324467.937500 Penalty: 2373.937012
	Iteration 18Q: 3 clusters Score -324467.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -324483.406250 Penalty: 2373.937012
	Iteration 19Q: 3 clusters Score -324483.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -324496.500000 Penalty: 2373.937012
	Iteration 20F: 3 clusters Score -324496.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -324513.687500 Penalty: 2373.937012
	Iteration 21Q: 3 clusters Score -324513.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324529.250000 Penalty: 2373.937012
	Iteration 22Q: 3 clusters Score -324529.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324543.687500 Penalty: 2373.937012
	Iteration 23Q: 3 clusters Score -324543.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324561.500000 Penalty: 2373.937012
	Iteration 24Q: 3 clusters Score -324561.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324582.593750 Penalty: 2373.937012
	Iteration 25Q: 3 clusters Score -324582.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324602.031250 Penalty: 2373.937012
	Iteration 26Q: 3 clusters Score -324602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -324631.125000 Penalty: 2373.937012
	Iteration 27Q: 3 clusters Score -324631.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324664.625000 Penalty: 2373.937012
	Iteration 28Q: 3 clusters Score -324664.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -324689.187500 Penalty: 2373.937012
	Iteration 29Q: 3 clusters Score -324689.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -324714.750000 Penalty: 2373.937012
	Iteration 30Q: 3 clusters Score -324714.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324754.218750 Penalty: 2373.937012
	Iteration 31Q: 3 clusters Score -324754.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -324780.281250 Penalty: 2373.937012
	Iteration 32Q: 3 clusters Score -324780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -324793.562500 Penalty: 2373.937012
	Iteration 33Q: 3 clusters Score -324793.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -324807.218750 Penalty: 2373.937012
	Iteration 34Q: 3 clusters Score -324807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -324815.718750 Penalty: 2373.937012
	Iteration 35Q: 3 clusters Score -324815.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -324824.593750 Penalty: 2373.937012
	Iteration 36Q: 3 clusters Score -324824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -324829.687500 Penalty: 2373.937012
	Iteration 37Q: 3 clusters Score -324829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -324833.218750 Penalty: 2373.937012
	Iteration 38Q: 3 clusters Score -324833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324837.750000 Penalty: 2373.937012
	Iteration 39Q: 3 clusters Score -324837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324840.843750 Penalty: 2373.937012
	Iteration 40F: 3 clusters Score -324840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -324842.218750 Penalty: 2373.937012
	Iteration 41Q: 3 clusters Score -324842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324844.593750 Penalty: 2373.937012
	Iteration 42Q: 3 clusters Score -324844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324849.125000 Penalty: 2373.937012
	Iteration 43Q: 3 clusters Score -324849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -324851.812500 Penalty: 2373.937012
	Iteration 44Q: 3 clusters Score -324851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -324854.343750 Penalty: 2373.937012
	Iteration 45Q: 3 clusters Score -324854.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -324858.781250 Penalty: 2373.937012
	Iteration 46Q: 3 clusters Score -324858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -324865.531250 Penalty: 2373.937012
	Iteration 47Q: 3 clusters Score -324865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -324872.937500 Penalty: 2373.937012
	Iteration 48Q: 3 clusters Score -324872.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -324879.625000 Penalty: 2373.937012
	Iteration 49Q: 3 clusters Score -324879.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324888.343750 Penalty: 2373.937012
	Iteration 50Q: 3 clusters Score -324888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324893.281250 Penalty: 2373.937012
	Iteration 51Q: 3 clusters Score -324893.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324902.406250 Penalty: 2373.937012
	Iteration 52Q: 3 clusters Score -324902.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -324908.625000 Penalty: 2373.937012
	Iteration 53Q: 3 clusters Score -324908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -324916.875000 Penalty: 2373.937012
	Iteration 54Q: 3 clusters Score -324916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -324923.906250 Penalty: 2373.937012
	Iteration 55Q: 3 clusters Score -324923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -324928.875000 Penalty: 2373.937012
	Iteration 56Q: 3 clusters Score -324928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -324931.343750 Penalty: 2373.937012
	Iteration 57Q: 3 clusters Score -324931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -324932.750000 Penalty: 2373.937012
	Iteration 58Q: 3 clusters Score -324932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -324933.093750 Penalty: 2373.937012
	Iteration 59Q: 3 clusters Score -324933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -324933.093750 Penalty: 2373.937012
	Iteration 60F: 3 clusters Score -324933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Entering Unmasked Estep 
Score: -2042314.125000 Penalty: 1456.807739
	Iteration 0F: 2 clusters Score -2042314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2030611.000000 Penalty: 2913.615479
	Iteration 0F: 3 clusters Score -2030611 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2034802.875000 Penalty: 2913.615479
	Iteration 1F: 3 clusters Score -2034803 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2035193.875000 Penalty: 2913.615479
	Iteration 2F: 3 clusters Score -2035194 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2035456.375000 Penalty: 2913.615479
	Iteration 3Q: 3 clusters Score -2035456 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2035698.875000 Penalty: 2913.615479
	Iteration 4Q: 3 clusters Score -2035699 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2035969.625000 Penalty: 2913.615479
	Iteration 5Q: 3 clusters Score -2035970 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2036268.500000 Penalty: 2913.615479
	Iteration 6Q: 3 clusters Score -2036268 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2036645.750000 Penalty: 2913.615479
	Iteration 7Q: 3 clusters Score -2036646 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2037105.250000 Penalty: 2913.615479
	Iteration 8Q: 3 clusters Score -2037105 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2037674.500000 Penalty: 2913.615479
	Iteration 9F: 3 clusters Score -2037674 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2038300.125000 Penalty: 2913.615479
	Iteration 10Q: 3 clusters Score -2038300 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2038981.625000 Penalty: 2913.615479
	Iteration 11Q: 3 clusters Score -2038982 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2039627.125000 Penalty: 2913.615479
	Iteration 12Q: 3 clusters Score -2039627 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2040173.875000 Penalty: 2913.615479
	Iteration 13Q: 3 clusters Score -2040174 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2040583.000000 Penalty: 2913.615479
	Iteration 14Q: 3 clusters Score -2040583 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2040867.250000 Penalty: 2913.615479
	Iteration 15Q: 3 clusters Score -2040867 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2041052.875000 Penalty: 2913.615479
	Iteration 16Q: 3 clusters Score -2041053 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2041167.875000 Penalty: 2913.615479
	Iteration 17Q: 3 clusters Score -2041168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2041229.625000 Penalty: 2913.615479
	Iteration 18Q: 3 clusters Score -2041230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2041268.375000 Penalty: 2913.615479
	Iteration 19Q: 3 clusters Score -2041268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2041293.375000 Penalty: 2913.615479
	Iteration 20F: 3 clusters Score -2041293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2041309.125000 Penalty: 2913.615479
	Iteration 21Q: 3 clusters Score -2041309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2041321.250000 Penalty: 2913.615479
	Iteration 22Q: 3 clusters Score -2041321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2041325.750000 Penalty: 2913.615479
	Iteration 23Q: 3 clusters Score -2041326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2041329.125000 Penalty: 2913.615479
	Iteration 24Q: 3 clusters Score -2041329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2041328.500000 Penalty: 2913.615479
	Iteration 25Q: 3 clusters Score -2041328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2041331.750000 Penalty: 2913.615479
	Iteration 26Q: 3 clusters Score -2041332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2041332.875000 Penalty: 2913.615479
	Iteration 27Q: 3 clusters Score -2041333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2041336.250000 Penalty: 2913.615479
	Iteration 28Q: 3 clusters Score -2041336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2041338.000000 Penalty: 2913.615479
	Iteration 29Q: 3 clusters Score -2041338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2041340.625000 Penalty: 2913.615479
	Iteration 30Q: 3 clusters Score -2041341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2041340.625000 Penalty: 2913.615479
	Iteration 31Q: 3 clusters Score -2041341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2041341.125000 Penalty: 2913.615479
	Iteration 32Q: 3 clusters Score -2041341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2041338.375000 Penalty: 2913.615479
	Iteration 33Q: 3 clusters Score -2041338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2041337.375000 Penalty: 2913.615479
	Iteration 34Q: 3 clusters Score -2041337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2041337.375000 Penalty: 2913.615479
	Iteration 35F: 3 clusters Score -2041337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -394120.343750 Penalty: 1218.435669
	Iteration 0F: 2 clusters Score -394120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -391286.906250 Penalty: 2436.871338
	Iteration 0F: 3 clusters Score -391286.9 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -392145.343750 Penalty: 2436.871338
	Iteration 1F: 3 clusters Score -392145.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -392318.375000 Penalty: 2436.871338
	Iteration 2F: 3 clusters Score -392318.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -392446.562500 Penalty: 2436.871338
	Iteration 3F: 3 clusters Score -392446.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -392553.875000 Penalty: 2436.871338
	Iteration 4Q: 3 clusters Score -392553.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -392631.843750 Penalty: 2436.871338
	Iteration 5Q: 3 clusters Score -392631.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -392702.000000 Penalty: 2436.871338
	Iteration 6Q: 3 clusters Score -392702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -392757.031250 Penalty: 2436.871338
	Iteration 7Q: 3 clusters Score -392757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -392810.625000 Penalty: 2436.871338
	Iteration 8Q: 3 clusters Score -392810.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -392858.656250 Penalty: 2436.871338
	Iteration 9Q: 3 clusters Score -392858.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -392913.625000 Penalty: 2436.871338
	Iteration 10Q: 3 clusters Score -392913.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -392963.000000 Penalty: 2436.871338
	Iteration 11Q: 3 clusters Score -392963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -393014.031250 Penalty: 2436.871338
	Iteration 12Q: 3 clusters Score -393014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -393062.218750 Penalty: 2436.871338
	Iteration 13Q: 3 clusters Score -393062.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -393110.468750 Penalty: 2436.871338
	Iteration 14Q: 3 clusters Score -393110.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -393146.781250 Penalty: 2436.871338
	Iteration 15Q: 3 clusters Score -393146.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -393178.500000 Penalty: 2436.871338
	Iteration 16Q: 3 clusters Score -393178.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -393212.531250 Penalty: 2436.871338
	Iteration 17Q: 3 clusters Score -393212.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -393248.531250 Penalty: 2436.871338
	Iteration 18Q: 3 clusters Score -393248.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -393283.187500 Penalty: 2436.871338
	Iteration 19Q: 3 clusters Score -393283.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -393318.250000 Penalty: 2436.871338
	Iteration 20F: 3 clusters Score -393318.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -393338.218750 Penalty: 2436.871338
	Iteration 21Q: 3 clusters Score -393338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -393343.375000 Penalty: 2436.871338
	Iteration 22Q: 3 clusters Score -393343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -393347.562500 Penalty: 2436.871338
	Iteration 23Q: 3 clusters Score -393347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -393349.281250 Penalty: 2436.871338
	Iteration 24Q: 3 clusters Score -393349.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -393353.531250 Penalty: 2436.871338
	Iteration 25Q: 3 clusters Score -393353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -393356.375000 Penalty: 2436.871338
	Iteration 26Q: 3 clusters Score -393356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -393359.531250 Penalty: 2436.871338
	Iteration 27Q: 3 clusters Score -393359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -393362.406250 Penalty: 2436.871338
	Iteration 28Q: 3 clusters Score -393362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -393364.312500 Penalty: 2436.871338
	Iteration 29Q: 3 clusters Score -393364.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -393367.656250 Penalty: 2436.871338
	Iteration 30Q: 3 clusters Score -393367.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -393370.156250 Penalty: 2436.871338
	Iteration 31Q: 3 clusters Score -393370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -393373.062500 Penalty: 2436.871338
	Iteration 32Q: 3 clusters Score -393373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393373.468750 Penalty: 2436.871338
	Iteration 33Q: 3 clusters Score -393373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393374.625000 Penalty: 2436.871338
	Iteration 34Q: 3 clusters Score -393374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -393375.000000 Penalty: 2436.871338
	Iteration 35Q: 3 clusters Score -393375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -393374.843750 Penalty: 2436.871338
	Iteration 36Q: 3 clusters Score -393374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -393375.656250 Penalty: 2436.871338
	Iteration 37Q: 3 clusters Score -393375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -393376.750000 Penalty: 2436.871338
	Iteration 38Q: 3 clusters Score -393376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -393376.156250 Penalty: 2436.871338
	Iteration 39Q: 3 clusters Score -393376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -393376.468750 Penalty: 2436.871338
	Iteration 40F: 3 clusters Score -393376.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -342139.343750 Penalty: 1190.152344
	Iteration 0F: 2 clusters Score -342139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -339658.437500 Penalty: 2380.304688
	Iteration 0F: 3 clusters Score -339658.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -340316.906250 Penalty: 2380.304688
	Iteration 1F: 3 clusters Score -340316.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -340498.312500 Penalty: 2380.304688
	Iteration 2F: 3 clusters Score -340498.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -340598.000000 Penalty: 2380.304688
	Iteration 3Q: 3 clusters Score -340598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -340684.312500 Penalty: 2380.304688
	Iteration 4Q: 3 clusters Score -340684.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -340761.312500 Penalty: 2380.304688
	Iteration 5Q: 3 clusters Score -340761.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -340843.187500 Penalty: 2380.304688
	Iteration 6Q: 3 clusters Score -340843.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340903.687500 Penalty: 2380.304688
	Iteration 7Q: 3 clusters Score -340903.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -340952.000000 Penalty: 2380.304688
	Iteration 8Q: 3 clusters Score -340952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -340985.125000 Penalty: 2380.304688
	Iteration 9Q: 3 clusters Score -340985.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -341008.437500 Penalty: 2380.304688
	Iteration 10Q: 3 clusters Score -341008.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -341024.031250 Penalty: 2380.304688
	Iteration 11Q: 3 clusters Score -341024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -341029.093750 Penalty: 2380.304688
	Iteration 12Q: 3 clusters Score -341029.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -341037.468750 Penalty: 2380.304688
	Iteration 13Q: 3 clusters Score -341037.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -341044.406250 Penalty: 2380.304688
	Iteration 14Q: 3 clusters Score -341044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -341051.718750 Penalty: 2380.304688
	Iteration 15Q: 3 clusters Score -341051.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -341058.937500 Penalty: 2380.304688
	Iteration 16Q: 3 clusters Score -341058.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -341066.343750 Penalty: 2380.304688
	Iteration 17Q: 3 clusters Score -341066.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -341071.968750 Penalty: 2380.304688
	Iteration 18Q: 3 clusters Score -341072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -341076.625000 Penalty: 2380.304688
	Iteration 19Q: 3 clusters Score -341076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -341084.750000 Penalty: 2380.304688
	Iteration 20F: 3 clusters Score -341084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -341092.625000 Penalty: 2380.304688
	Iteration 21Q: 3 clusters Score -341092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -341094.687500 Penalty: 2380.304688
	Iteration 22Q: 3 clusters Score -341094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -341095.562500 Penalty: 2380.304688
	Iteration 23Q: 3 clusters Score -341095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -341097.406250 Penalty: 2380.304688
	Iteration 24Q: 3 clusters Score -341097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -341098.468750 Penalty: 2380.304688
	Iteration 25Q: 3 clusters Score -341098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -341099.500000 Penalty: 2380.304688
	Iteration 26Q: 3 clusters Score -341099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -341099.531250 Penalty: 2380.304688
	Iteration 27Q: 3 clusters Score -341099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -341100.750000 Penalty: 2380.304688
	Iteration 28Q: 3 clusters Score -341100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -341102.093750 Penalty: 2380.304688
	Iteration 29Q: 3 clusters Score -341102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -341103.031250 Penalty: 2380.304688
	Iteration 30Q: 3 clusters Score -341103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -341103.031250 Penalty: 2380.304688
	Iteration 31F: 3 clusters Score -341103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -21094.953125 Penalty: 812.386353
	Iteration 0F: 2 clusters Score -21094.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20450.998047 Penalty: 1624.772705
	Iteration 0F: 3 clusters Score -20451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20557.021484 Penalty: 1624.772705
	Iteration 1F: 3 clusters Score -20557.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20580.750000 Penalty: 1624.772705
	Iteration 2Q: 3 clusters Score -20580.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20595.630859 Penalty: 1624.772705
	Iteration 3Q: 3 clusters Score -20595.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20596.789062 Penalty: 1624.772705
	Iteration 4Q: 3 clusters Score -20596.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20596.789062 Penalty: 1624.772705
	Iteration 5F: 3 clusters Score -20596.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -879806.062500 Penalty: 1335.968384
	Iteration 0F: 2 clusters Score -879806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -874284.125000 Penalty: 2671.936768
	Iteration 0F: 3 clusters Score -874284.1 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -875912.875000 Penalty: 2671.936768
	Iteration 1F: 3 clusters Score -875912.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -876186.687500 Penalty: 2671.936768
	Iteration 2F: 3 clusters Score -876186.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -876378.062500 Penalty: 2671.936768
	Iteration 3F: 3 clusters Score -876378.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -876506.750000 Penalty: 2671.936768
	Iteration 4Q: 3 clusters Score -876506.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -876608.875000 Penalty: 2671.936768
	Iteration 5Q: 3 clusters Score -876608.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -876706.437500 Penalty: 2671.936768
	Iteration 6Q: 3 clusters Score -876706.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -876795.062500 Penalty: 2671.936768
	Iteration 7Q: 3 clusters Score -876795.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -876875.625000 Penalty: 2671.936768
	Iteration 8Q: 3 clusters Score -876875.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -876949.437500 Penalty: 2671.936768
	Iteration 9Q: 3 clusters Score -876949.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -877030.812500 Penalty: 2671.936768
	Iteration 10Q: 3 clusters Score -877030.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -877110.500000 Penalty: 2671.936768
	Iteration 11Q: 3 clusters Score -877110.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -877181.750000 Penalty: 2671.936768
	Iteration 12Q: 3 clusters Score -877181.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -877259.375000 Penalty: 2671.936768
	Iteration 13Q: 3 clusters Score -877259.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -877349.812500 Penalty: 2671.936768
	Iteration 14Q: 3 clusters Score -877349.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -877455.437500 Penalty: 2671.936768
	Iteration 15Q: 3 clusters Score -877455.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -877552.937500 Penalty: 2671.936768
	Iteration 16Q: 3 clusters Score -877552.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -877635.250000 Penalty: 2671.936768
	Iteration 17Q: 3 clusters Score -877635.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -877733.375000 Penalty: 2671.936768
	Iteration 18Q: 3 clusters Score -877733.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -877833.625000 Penalty: 2671.936768
	Iteration 19Q: 3 clusters Score -877833.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -877937.875000 Penalty: 2671.936768
	Iteration 20F: 3 clusters Score -877937.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -878050.125000 Penalty: 2671.936768
	Iteration 21Q: 3 clusters Score -878050.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -878150.375000 Penalty: 2671.936768
	Iteration 22Q: 3 clusters Score -878150.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -878252.250000 Penalty: 2671.936768
	Iteration 23Q: 3 clusters Score -878252.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -878332.187500 Penalty: 2671.936768
	Iteration 24Q: 3 clusters Score -878332.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -878398.375000 Penalty: 2671.936768
	Iteration 25Q: 3 clusters Score -878398.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -878452.687500 Penalty: 2671.936768
	Iteration 26Q: 3 clusters Score -878452.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -878509.375000 Penalty: 2671.936768
	Iteration 27Q: 3 clusters Score -878509.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -878553.937500 Penalty: 2671.936768
	Iteration 28Q: 3 clusters Score -878553.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -878592.312500 Penalty: 2671.936768
	Iteration 29Q: 3 clusters Score -878592.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -878623.500000 Penalty: 2671.936768
	Iteration 30Q: 3 clusters Score -878623.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -878649.437500 Penalty: 2671.936768
	Iteration 31Q: 3 clusters Score -878649.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -878673.500000 Penalty: 2671.936768
	Iteration 32Q: 3 clusters Score -878673.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -878703.812500 Penalty: 2671.936768
	Iteration 33Q: 3 clusters Score -878703.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -878732.812500 Penalty: 2671.936768
	Iteration 34Q: 3 clusters Score -878732.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -878768.062500 Penalty: 2671.936768
	Iteration 35Q: 3 clusters Score -878768.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -878790.375000 Penalty: 2671.936768
	Iteration 36Q: 3 clusters Score -878790.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -878805.375000 Penalty: 2671.936768
	Iteration 37Q: 3 clusters Score -878805.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -878823.937500 Penalty: 2671.936768
	Iteration 38Q: 3 clusters Score -878823.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -878839.750000 Penalty: 2671.936768
	Iteration 39Q: 3 clusters Score -878839.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -878851.312500 Penalty: 2671.936768
	Iteration 40F: 3 clusters Score -878851.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -878863.125000 Penalty: 2671.936768
	Iteration 41Q: 3 clusters Score -878863.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -878868.437500 Penalty: 2671.936768
	Iteration 42Q: 3 clusters Score -878868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -878872.562500 Penalty: 2671.936768
	Iteration 43Q: 3 clusters Score -878872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -878874.875000 Penalty: 2671.936768
	Iteration 44Q: 3 clusters Score -878874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -878875.937500 Penalty: 2671.936768
	Iteration 45Q: 3 clusters Score -878875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -878875.687500 Penalty: 2671.936768
	Iteration 46Q: 3 clusters Score -878875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -878875.687500 Penalty: 2671.936768
	Iteration 47F: 3 clusters Score -878875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -291123.937500 Penalty: 1173.448853
	Iteration 0F: 2 clusters Score -291123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288850.062500 Penalty: 2346.897705
	Iteration 0F: 3 clusters Score -288850.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289468.000000 Penalty: 2346.897705
	Iteration 1F: 3 clusters Score -289468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -289629.250000 Penalty: 2346.897705
	Iteration 2F: 3 clusters Score -289629.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -289710.281250 Penalty: 2346.897705
	Iteration 3Q: 3 clusters Score -289710.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -289759.406250 Penalty: 2346.897705
	Iteration 4Q: 3 clusters Score -289759.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289796.218750 Penalty: 2346.897705
	Iteration 5Q: 3 clusters Score -289796.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -289817.187500 Penalty: 2346.897705
	Iteration 6Q: 3 clusters Score -289817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -289833.375000 Penalty: 2346.897705
	Iteration 7Q: 3 clusters Score -289833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289842.406250 Penalty: 2346.897705
	Iteration 8Q: 3 clusters Score -289842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -289849.562500 Penalty: 2346.897705
	Iteration 9Q: 3 clusters Score -289849.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -289853.656250 Penalty: 2346.897705
	Iteration 10Q: 3 clusters Score -289853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -289858.031250 Penalty: 2346.897705
	Iteration 11Q: 3 clusters Score -289858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -289860.687500 Penalty: 2346.897705
	Iteration 12Q: 3 clusters Score -289860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289863.250000 Penalty: 2346.897705
	Iteration 13Q: 3 clusters Score -289863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289866.562500 Penalty: 2346.897705
	Iteration 14Q: 3 clusters Score -289866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289870.093750 Penalty: 2346.897705
	Iteration 15Q: 3 clusters Score -289870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289873.125000 Penalty: 2346.897705
	Iteration 16Q: 3 clusters Score -289873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289875.531250 Penalty: 2346.897705
	Iteration 17Q: 3 clusters Score -289875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289878.968750 Penalty: 2346.897705
	Iteration 18Q: 3 clusters Score -289879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289879.625000 Penalty: 2346.897705
	Iteration 19Q: 3 clusters Score -289879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -289881.437500 Penalty: 2346.897705
	Iteration 20F: 3 clusters Score -289881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -289882.187500 Penalty: 2346.897705
	Iteration 21Q: 3 clusters Score -289882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -289884.718750 Penalty: 2346.897705
	Iteration 22Q: 3 clusters Score -289884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289887.812500 Penalty: 2346.897705
	Iteration 23Q: 3 clusters Score -289887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -289892.312500 Penalty: 2346.897705
	Iteration 24Q: 3 clusters Score -289892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -289897.937500 Penalty: 2346.897705
	Iteration 25Q: 3 clusters Score -289897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -289901.031250 Penalty: 2346.897705
	Iteration 26Q: 3 clusters Score -289901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -289908.500000 Penalty: 2346.897705
	Iteration 27Q: 3 clusters Score -289908.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289920.218750 Penalty: 2346.897705
	Iteration 28Q: 3 clusters Score -289920.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289928.718750 Penalty: 2346.897705
	Iteration 29Q: 3 clusters Score -289928.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289932.531250 Penalty: 2346.897705
	Iteration 30Q: 3 clusters Score -289932.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289935.531250 Penalty: 2346.897705
	Iteration 31Q: 3 clusters Score -289935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -289938.906250 Penalty: 2346.897705
	Iteration 32Q: 3 clusters Score -289938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -289941.562500 Penalty: 2346.897705
	Iteration 33Q: 3 clusters Score -289941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -289942.218750 Penalty: 2346.897705
	Iteration 34Q: 3 clusters Score -289942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289942.968750 Penalty: 2346.897705
	Iteration 35Q: 3 clusters Score -289943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -289943.656250 Penalty: 2346.897705
	Iteration 36Q: 3 clusters Score -289943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -289943.656250 Penalty: 2346.897705
	Iteration 37F: 3 clusters Score -289943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -219976.765625 Penalty: 1136.850342
	Iteration 0F: 2 clusters Score -219976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -218056.625000 Penalty: 2273.700684
	Iteration 0F: 3 clusters Score -218056.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -218537.609375 Penalty: 2273.700684
	Iteration 1F: 3 clusters Score -218537.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218647.437500 Penalty: 2273.700684
	Iteration 2F: 3 clusters Score -218647.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218703.515625 Penalty: 2273.700684
	Iteration 3Q: 3 clusters Score -218703.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218739.437500 Penalty: 2273.700684
	Iteration 4Q: 3 clusters Score -218739.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -218765.921875 Penalty: 2273.700684
	Iteration 5Q: 3 clusters Score -218765.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -218801.796875 Penalty: 2273.700684
	Iteration 6Q: 3 clusters Score -218801.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218824.156250 Penalty: 2273.700684
	Iteration 7Q: 3 clusters Score -218824.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218836.375000 Penalty: 2273.700684
	Iteration 8Q: 3 clusters Score -218836.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -218847.406250 Penalty: 2273.700684
	Iteration 9Q: 3 clusters Score -218847.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -218861.875000 Penalty: 2273.700684
	Iteration 10Q: 3 clusters Score -218861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -218869.968750 Penalty: 2273.700684
	Iteration 11Q: 3 clusters Score -218870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -218885.296875 Penalty: 2273.700684
	Iteration 12Q: 3 clusters Score -218885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -218902.578125 Penalty: 2273.700684
	Iteration 13Q: 3 clusters Score -218902.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -218911.171875 Penalty: 2273.700684
	Iteration 14Q: 3 clusters Score -218911.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218923.125000 Penalty: 2273.700684
	Iteration 15Q: 3 clusters Score -218923.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218940.265625 Penalty: 2273.700684
	Iteration 16Q: 3 clusters Score -218940.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -218950.906250 Penalty: 2273.700684
	Iteration 17Q: 3 clusters Score -218950.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -218965.140625 Penalty: 2273.700684
	Iteration 18Q: 3 clusters Score -218965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218976.375000 Penalty: 2273.700684
	Iteration 19Q: 3 clusters Score -218976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -218981.531250 Penalty: 2273.700684
	Iteration 20F: 3 clusters Score -218981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -218986.468750 Penalty: 2273.700684
	Iteration 21Q: 3 clusters Score -218986.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218995.109375 Penalty: 2273.700684
	Iteration 22Q: 3 clusters Score -218995.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219007.437500 Penalty: 2273.700684
	Iteration 23Q: 3 clusters Score -219007.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -219020.156250 Penalty: 2273.700684
	Iteration 24Q: 3 clusters Score -219020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -219031.718750 Penalty: 2273.700684
	Iteration 25Q: 3 clusters Score -219031.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219040.125000 Penalty: 2273.700684
	Iteration 26Q: 3 clusters Score -219040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -219048.109375 Penalty: 2273.700684
	Iteration 27Q: 3 clusters Score -219048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -219058.421875 Penalty: 2273.700684
	Iteration 28Q: 3 clusters Score -219058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -219068.109375 Penalty: 2273.700684
	Iteration 29Q: 3 clusters Score -219068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -219076.343750 Penalty: 2273.700684
	Iteration 30Q: 3 clusters Score -219076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -219082.640625 Penalty: 2273.700684
	Iteration 31Q: 3 clusters Score -219082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -219085.625000 Penalty: 2273.700684
	Iteration 32Q: 3 clusters Score -219085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219089.359375 Penalty: 2273.700684
	Iteration 33Q: 3 clusters Score -219089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219091.906250 Penalty: 2273.700684
	Iteration 34Q: 3 clusters Score -219091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219093.765625 Penalty: 2273.700684
	Iteration 35Q: 3 clusters Score -219093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -219095.156250 Penalty: 2273.700684
	Iteration 36Q: 3 clusters Score -219095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219095.031250 Penalty: 2273.700684
	Iteration 37Q: 3 clusters Score -219095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -219096.812500 Penalty: 2273.700684
	Iteration 38Q: 3 clusters Score -219096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -219098.937500 Penalty: 2273.700684
	Iteration 39Q: 3 clusters Score -219098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219100.093750 Penalty: 2273.700684
	Iteration 40F: 3 clusters Score -219100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219101.765625 Penalty: 2273.700684
	Iteration 41Q: 3 clusters Score -219101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -219102.187500 Penalty: 2273.700684
	Iteration 42Q: 3 clusters Score -219102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219102.656250 Penalty: 2273.700684
	Iteration 43Q: 3 clusters Score -219102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -219103.859375 Penalty: 2273.700684
	Iteration 44Q: 3 clusters Score -219103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219105.046875 Penalty: 2273.700684
	Iteration 45Q: 3 clusters Score -219105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219105.812500 Penalty: 2273.700684
	Iteration 46Q: 3 clusters Score -219105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219107.234375 Penalty: 2273.700684
	Iteration 47Q: 3 clusters Score -219107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219109.046875 Penalty: 2273.700684
	Iteration 48Q: 3 clusters Score -219109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -219111.125000 Penalty: 2273.700684
	Iteration 49Q: 3 clusters Score -219111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219112.578125 Penalty: 2273.700684
	Iteration 50Q: 3 clusters Score -219112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -219113.218750 Penalty: 2273.700684
	Iteration 51Q: 3 clusters Score -219113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -219114.203125 Penalty: 2273.700684
	Iteration 52Q: 3 clusters Score -219114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -219115.109375 Penalty: 2273.700684
	Iteration 53Q: 3 clusters Score -219115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -219116.296875 Penalty: 2273.700684
	Iteration 54Q: 3 clusters Score -219116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -219118.062500 Penalty: 2273.700684
	Iteration 55Q: 3 clusters Score -219118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219118.671875 Penalty: 2273.700684
	Iteration 56Q: 3 clusters Score -219118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219118.671875 Penalty: 2273.700684
	Iteration 57F: 3 clusters Score -219118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -828590.937500 Penalty: 1316.615479
	Iteration 0F: 2 clusters Score -828590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -823679.500000 Penalty: 2633.230957
	Iteration 0F: 3 clusters Score -823679.5 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -825186.187500 Penalty: 2633.230957
	Iteration 1F: 3 clusters Score -825186.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -825420.562500 Penalty: 2633.230957
	Iteration 2F: 3 clusters Score -825420.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -825592.625000 Penalty: 2633.230957
	Iteration 3Q: 3 clusters Score -825592.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -825731.750000 Penalty: 2633.230957
	Iteration 4Q: 3 clusters Score -825731.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -825839.937500 Penalty: 2633.230957
	Iteration 5Q: 3 clusters Score -825839.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -825940.562500 Penalty: 2633.230957
	Iteration 6Q: 3 clusters Score -825940.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -826046.687500 Penalty: 2633.230957
	Iteration 7Q: 3 clusters Score -826046.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -826161.687500 Penalty: 2633.230957
	Iteration 8Q: 3 clusters Score -826161.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -826274.437500 Penalty: 2633.230957
	Iteration 9Q: 3 clusters Score -826274.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -826374.625000 Penalty: 2633.230957
	Iteration 10Q: 3 clusters Score -826374.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -826491.375000 Penalty: 2633.230957
	Iteration 11Q: 3 clusters Score -826491.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -826617.125000 Penalty: 2633.230957
	Iteration 12Q: 3 clusters Score -826617.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -826738.687500 Penalty: 2633.230957
	Iteration 13Q: 3 clusters Score -826738.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -826856.187500 Penalty: 2633.230957
	Iteration 14Q: 3 clusters Score -826856.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -826948.875000 Penalty: 2633.230957
	Iteration 15Q: 3 clusters Score -826948.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -827024.937500 Penalty: 2633.230957
	Iteration 16Q: 3 clusters Score -827024.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -827105.875000 Penalty: 2633.230957
	Iteration 17Q: 3 clusters Score -827105.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -827192.250000 Penalty: 2633.230957
	Iteration 18Q: 3 clusters Score -827192.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -827270.500000 Penalty: 2633.230957
	Iteration 19Q: 3 clusters Score -827270.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -827341.812500 Penalty: 2633.230957
	Iteration 20F: 3 clusters Score -827341.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -827400.875000 Penalty: 2633.230957
	Iteration 21Q: 3 clusters Score -827400.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -827453.625000 Penalty: 2633.230957
	Iteration 22Q: 3 clusters Score -827453.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -827488.125000 Penalty: 2633.230957
	Iteration 23Q: 3 clusters Score -827488.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -827518.687500 Penalty: 2633.230957
	Iteration 24Q: 3 clusters Score -827518.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -827543.000000 Penalty: 2633.230957
	Iteration 25Q: 3 clusters Score -827543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -827558.125000 Penalty: 2633.230957
	Iteration 26Q: 3 clusters Score -827558.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -827571.500000 Penalty: 2633.230957
	Iteration 27Q: 3 clusters Score -827571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -827582.375000 Penalty: 2633.230957
	Iteration 28Q: 3 clusters Score -827582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -827589.375000 Penalty: 2633.230957
	Iteration 29Q: 3 clusters Score -827589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -827595.312500 Penalty: 2633.230957
	Iteration 30Q: 3 clusters Score -827595.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -827599.937500 Penalty: 2633.230957
	Iteration 31Q: 3 clusters Score -827599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -827600.375000 Penalty: 2633.230957
	Iteration 32Q: 3 clusters Score -827600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -827610.125000 Penalty: 2633.230957
	Iteration 33Q: 3 clusters Score -827610.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -827618.750000 Penalty: 2633.230957
	Iteration 34Q: 3 clusters Score -827618.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -827626.875000 Penalty: 2633.230957
	Iteration 35Q: 3 clusters Score -827626.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -827632.937500 Penalty: 2633.230957
	Iteration 36Q: 3 clusters Score -827632.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -827640.937500 Penalty: 2633.230957
	Iteration 37Q: 3 clusters Score -827640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -827645.875000 Penalty: 2633.230957
	Iteration 38Q: 3 clusters Score -827645.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -827647.375000 Penalty: 2633.230957
	Iteration 39Q: 3 clusters Score -827647.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -827654.500000 Penalty: 2633.230957
	Iteration 40F: 3 clusters Score -827654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -827654.500000 Penalty: 2633.230957
	Iteration 41Q: 3 clusters Score -827654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -827655.875000 Penalty: 2633.230957
	Iteration 42Q: 3 clusters Score -827655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -827657.187500 Penalty: 2633.230957
	Iteration 43Q: 3 clusters Score -827657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -827658.937500 Penalty: 2633.230957
	Iteration 44Q: 3 clusters Score -827658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -827662.250000 Penalty: 2633.230957
	Iteration 45Q: 3 clusters Score -827662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -827664.562500 Penalty: 2633.230957
	Iteration 46Q: 3 clusters Score -827664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -827667.500000 Penalty: 2633.230957
	Iteration 47Q: 3 clusters Score -827667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -827669.750000 Penalty: 2633.230957
	Iteration 48Q: 3 clusters Score -827669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -827667.812500 Penalty: 2633.230957
	Iteration 49Q: 3 clusters Score -827667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -827668.312500 Penalty: 2633.230957
	Iteration 50Q: 3 clusters Score -827668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -827669.250000 Penalty: 2633.230957
	Iteration 51Q: 3 clusters Score -827669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -827671.062500 Penalty: 2633.230957
	Iteration 52Q: 3 clusters Score -827671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -827671.937500 Penalty: 2633.230957
	Iteration 53Q: 3 clusters Score -827671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -827671.625000 Penalty: 2633.230957
	Iteration 54Q: 3 clusters Score -827671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -827671.812500 Penalty: 2633.230957
	Iteration 55Q: 3 clusters Score -827671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -827673.187500 Penalty: 2633.230957
	Iteration 56Q: 3 clusters Score -827673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -827675.187500 Penalty: 2633.230957
	Iteration 57Q: 3 clusters Score -827675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -827675.312500 Penalty: 2633.230957
	Iteration 58Q: 3 clusters Score -827675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -827674.812500 Penalty: 2633.230957
	Iteration 59Q: 3 clusters Score -827674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -827674.312500 Penalty: 2633.230957
	Iteration 60F: 3 clusters Score -827674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -643998.187500 Penalty: 1287.532593
	Iteration 0F: 2 clusters Score -643998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -639932.312500 Penalty: 2575.065186
	Iteration 0F: 3 clusters Score -639932.3 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -641111.625000 Penalty: 2575.065186
	Iteration 1F: 3 clusters Score -641111.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -641319.312500 Penalty: 2575.065186
	Iteration 2F: 3 clusters Score -641319.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -641453.750000 Penalty: 2575.065186
	Iteration 3F: 3 clusters Score -641453.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -641527.375000 Penalty: 2575.065186
	Iteration 4Q: 3 clusters Score -641527.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -641585.375000 Penalty: 2575.065186
	Iteration 5Q: 3 clusters Score -641585.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -641639.000000 Penalty: 2575.065186
	Iteration 6Q: 3 clusters Score -641639 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -641693.062500 Penalty: 2575.065186
	Iteration 7Q: 3 clusters Score -641693.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -641749.812500 Penalty: 2575.065186
	Iteration 8Q: 3 clusters Score -641749.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -641806.437500 Penalty: 2575.065186
	Iteration 9Q: 3 clusters Score -641806.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -641871.125000 Penalty: 2575.065186
	Iteration 10Q: 3 clusters Score -641871.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -641966.437500 Penalty: 2575.065186
	Iteration 11Q: 3 clusters Score -641966.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -642077.312500 Penalty: 2575.065186
	Iteration 12Q: 3 clusters Score -642077.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -642234.250000 Penalty: 2575.065186
	Iteration 13Q: 3 clusters Score -642234.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -642372.687500 Penalty: 2575.065186
	Iteration 14Q: 3 clusters Score -642372.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -642507.312500 Penalty: 2575.065186
	Iteration 15Q: 3 clusters Score -642507.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -642639.000000 Penalty: 2575.065186
	Iteration 16Q: 3 clusters Score -642639 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -642759.750000 Penalty: 2575.065186
	Iteration 17Q: 3 clusters Score -642759.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -642895.750000 Penalty: 2575.065186
	Iteration 18Q: 3 clusters Score -642895.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -642983.000000 Penalty: 2575.065186
	Iteration 19Q: 3 clusters Score -642983 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -643049.250000 Penalty: 2575.065186
	Iteration 20F: 3 clusters Score -643049.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -643094.187500 Penalty: 2575.065186
	Iteration 21Q: 3 clusters Score -643094.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -643126.312500 Penalty: 2575.065186
	Iteration 22Q: 3 clusters Score -643126.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -643155.375000 Penalty: 2575.065186
	Iteration 23Q: 3 clusters Score -643155.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -643179.750000 Penalty: 2575.065186
	Iteration 24Q: 3 clusters Score -643179.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -643207.375000 Penalty: 2575.065186
	Iteration 25Q: 3 clusters Score -643207.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -643225.312500 Penalty: 2575.065186
	Iteration 26Q: 3 clusters Score -643225.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -643236.250000 Penalty: 2575.065186
	Iteration 27Q: 3 clusters Score -643236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -643255.437500 Penalty: 2575.065186
	Iteration 28Q: 3 clusters Score -643255.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -643273.250000 Penalty: 2575.065186
	Iteration 29Q: 3 clusters Score -643273.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -643290.375000 Penalty: 2575.065186
	Iteration 30Q: 3 clusters Score -643290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -643306.375000 Penalty: 2575.065186
	Iteration 31Q: 3 clusters Score -643306.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -643313.312500 Penalty: 2575.065186
	Iteration 32Q: 3 clusters Score -643313.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -643318.000000 Penalty: 2575.065186
	Iteration 33Q: 3 clusters Score -643318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -643321.375000 Penalty: 2575.065186
	Iteration 34Q: 3 clusters Score -643321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -643323.687500 Penalty: 2575.065186
	Iteration 35Q: 3 clusters Score -643323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -643326.937500 Penalty: 2575.065186
	Iteration 36Q: 3 clusters Score -643326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -643328.312500 Penalty: 2575.065186
	Iteration 37Q: 3 clusters Score -643328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -643328.187500 Penalty: 2575.065186
	Iteration 38Q: 3 clusters Score -643328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -643329.000000 Penalty: 2575.065186
	Iteration 39Q: 3 clusters Score -643329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -643331.625000 Penalty: 2575.065186
	Iteration 40F: 3 clusters Score -643331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -643332.687500 Penalty: 2575.065186
	Iteration 41Q: 3 clusters Score -643332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -643333.625000 Penalty: 2575.065186
	Iteration 42Q: 3 clusters Score -643333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -643333.750000 Penalty: 2575.065186
	Iteration 43Q: 3 clusters Score -643333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -643334.250000 Penalty: 2575.065186
	Iteration 44Q: 3 clusters Score -643334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -643335.312500 Penalty: 2575.065186
	Iteration 45Q: 3 clusters Score -643335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -643335.312500 Penalty: 2575.065186
	Iteration 46F: 3 clusters Score -643335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (17704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Entering Unmasked Estep 
Score: -2105949.500000 Penalty: 1455.494019
	Iteration 0F: 2 clusters Score -2105950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2094256.000000 Penalty: 2910.988037
	Iteration 0F: 3 clusters Score -2094256 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2098373.500000 Penalty: 2910.988037
	Iteration 1F: 3 clusters Score -2098374 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2098771.000000 Penalty: 2910.988037
	Iteration 2F: 3 clusters Score -2098771 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2099062.250000 Penalty: 2910.988037
	Iteration 3Q: 3 clusters Score -2099062 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2099265.000000 Penalty: 2910.988037
	Iteration 4Q: 3 clusters Score -2099265 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2099448.250000 Penalty: 2910.988037
	Iteration 5Q: 3 clusters Score -2099448 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2099587.500000 Penalty: 2910.988037
	Iteration 6Q: 3 clusters Score -2099588 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2099749.750000 Penalty: 2910.988037
	Iteration 7Q: 3 clusters Score -2099750 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2099929.250000 Penalty: 2910.988037
	Iteration 8Q: 3 clusters Score -2099929 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2100151.000000 Penalty: 2910.988037
	Iteration 9Q: 3 clusters Score -2100151 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2100465.500000 Penalty: 2910.988037
	Iteration 10Q: 3 clusters Score -2100466 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2100891.500000 Penalty: 2910.988037
	Iteration 11Q: 3 clusters Score -2100892 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2101421.750000 Penalty: 2910.988037
	Iteration 12F: 3 clusters Score -2101422 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2102007.000000 Penalty: 2910.988037
	Iteration 13F: 3 clusters Score -2102007 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2102569.000000 Penalty: 2910.988037
	Iteration 14Q: 3 clusters Score -2102569 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2103111.500000 Penalty: 2910.988037
	Iteration 15Q: 3 clusters Score -2103112 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2103583.750000 Penalty: 2910.988037
	Iteration 16Q: 3 clusters Score -2103584 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2103928.000000 Penalty: 2910.988037
	Iteration 17Q: 3 clusters Score -2103928 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2104183.500000 Penalty: 2910.988037
	Iteration 18Q: 3 clusters Score -2104184 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2104373.500000 Penalty: 2910.988037
	Iteration 19Q: 3 clusters Score -2104374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2104484.000000 Penalty: 2910.988037
	Iteration 20F: 3 clusters Score -2104484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2104569.500000 Penalty: 2910.988037
	Iteration 21Q: 3 clusters Score -2104570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2104638.000000 Penalty: 2910.988037
	Iteration 22Q: 3 clusters Score -2104638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2104705.500000 Penalty: 2910.988037
	Iteration 23Q: 3 clusters Score -2104706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2104746.500000 Penalty: 2910.988037
	Iteration 24Q: 3 clusters Score -2104746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2104768.750000 Penalty: 2910.988037
	Iteration 25Q: 3 clusters Score -2104769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2104779.750000 Penalty: 2910.988037
	Iteration 26Q: 3 clusters Score -2104780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2104789.250000 Penalty: 2910.988037
	Iteration 27Q: 3 clusters Score -2104789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2104794.250000 Penalty: 2910.988037
	Iteration 28Q: 3 clusters Score -2104794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2104797.250000 Penalty: 2910.988037
	Iteration 29Q: 3 clusters Score -2104797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2104804.250000 Penalty: 2910.988037
	Iteration 30Q: 3 clusters Score -2104804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2104816.500000 Penalty: 2910.988037
	Iteration 31Q: 3 clusters Score -2104816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2104825.500000 Penalty: 2910.988037
	Iteration 32Q: 3 clusters Score -2104826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2104830.750000 Penalty: 2910.988037
	Iteration 33Q: 3 clusters Score -2104831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2104832.250000 Penalty: 2910.988037
	Iteration 34Q: 3 clusters Score -2104832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2104833.000000 Penalty: 2910.988037
	Iteration 35Q: 3 clusters Score -2104833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2104833.000000 Penalty: 2910.988037
	Iteration 36F: 3 clusters Score -2104833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (50208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Entering Unmasked Estep 
Score: -5868410.500000 Penalty: 1610.600830
	Iteration 0F: 2 clusters Score -5868410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5835439.500000 Penalty: 3221.201660
	Iteration 0F: 3 clusters Score -5835440 nChanged 23327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -5848562.000000 Penalty: 3221.201660
	Iteration 1F: 3 clusters Score -5848562 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5849140.500000 Penalty: 3221.201660
	Iteration 2Q: 3 clusters Score -5849140 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5849718.500000 Penalty: 3221.201660
	Iteration 3Q: 3 clusters Score -5849718 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -5850270.500000 Penalty: 3221.201660
	Iteration 4Q: 3 clusters Score -5850270 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5851005.000000 Penalty: 3221.201660
	Iteration 5Q: 3 clusters Score -5851005 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -5851868.000000 Penalty: 3221.201660
	Iteration 6Q: 3 clusters Score -5851868 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5853048.000000 Penalty: 3221.201660
	Iteration 7Q: 3 clusters Score -5853048 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -5854781.500000 Penalty: 3221.201660
	Iteration 8F: 3 clusters Score -5854782 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5857035.000000 Penalty: 3221.201660
	Iteration 9F: 3 clusters Score -5857035 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5859520.500000 Penalty: 3221.201660
	Iteration 10F: 3 clusters Score -5859520 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -5861808.000000 Penalty: 3221.201660
	Iteration 11F: 3 clusters Score -5861808 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5863641.500000 Penalty: 3221.201660
	Iteration 12Q: 3 clusters Score -5863642 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5864925.500000 Penalty: 3221.201660
	Iteration 13Q: 3 clusters Score -5864926 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5865782.000000 Penalty: 3221.201660
	Iteration 14Q: 3 clusters Score -5865782 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -5866338.000000 Penalty: 3221.201660
	Iteration 15Q: 3 clusters Score -5866338 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -5866711.500000 Penalty: 3221.201660
	Iteration 16Q: 3 clusters Score -5866712 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -5866960.000000 Penalty: 3221.201660
	Iteration 17Q: 3 clusters Score -5866960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -5867114.500000 Penalty: 3221.201660
	Iteration 18Q: 3 clusters Score -5867114 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -5867221.000000 Penalty: 3221.201660
	Iteration 19Q: 3 clusters Score -5867221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -5867289.500000 Penalty: 3221.201660
	Iteration 20F: 3 clusters Score -5867290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -5867346.500000 Penalty: 3221.201660
	Iteration 21Q: 3 clusters Score -5867346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -5867375.500000 Penalty: 3221.201660
	Iteration 22Q: 3 clusters Score -5867376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -5867396.000000 Penalty: 3221.201660
	Iteration 23Q: 3 clusters Score -5867396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -5867418.500000 Penalty: 3221.201660
	Iteration 24Q: 3 clusters Score -5867418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -5867431.000000 Penalty: 3221.201660
	Iteration 25Q: 3 clusters Score -5867431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -5867427.500000 Penalty: 3221.201660
	Iteration 26Q: 3 clusters Score -5867428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5867439.000000 Penalty: 3221.201660
	Iteration 27Q: 3 clusters Score -5867439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -5867450.500000 Penalty: 3221.201660
	Iteration 28Q: 3 clusters Score -5867450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -5867451.000000 Penalty: 3221.201660
	Iteration 29Q: 3 clusters Score -5867451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -5867453.000000 Penalty: 3221.201660
	Iteration 30Q: 3 clusters Score -5867453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -5867465.000000 Penalty: 3221.201660
	Iteration 31Q: 3 clusters Score -5867465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -5867475.000000 Penalty: 3221.201660
	Iteration 32Q: 3 clusters Score -5867475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -5867478.500000 Penalty: 3221.201660
	Iteration 33Q: 3 clusters Score -5867478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -5867485.500000 Penalty: 3221.201660
	Iteration 34Q: 3 clusters Score -5867486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -5867492.500000 Penalty: 3221.201660
	Iteration 35Q: 3 clusters Score -5867492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -5867494.000000 Penalty: 3221.201660
	Iteration 36Q: 3 clusters Score -5867494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -5867498.500000 Penalty: 3221.201660
	Iteration 37Q: 3 clusters Score -5867498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -5867496.500000 Penalty: 3221.201660
	Iteration 38Q: 3 clusters Score -5867496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -5867495.500000 Penalty: 3221.201660
	Iteration 39Q: 3 clusters Score -5867496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -5867504.500000 Penalty: 3221.201660
	Iteration 40F: 3 clusters Score -5867504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -5867499.500000 Penalty: 3221.201660
	Iteration 41Q: 3 clusters Score -5867500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -5867497.500000 Penalty: 3221.201660
	Iteration 42Q: 3 clusters Score -5867498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -5867501.500000 Penalty: 3221.201660
	Iteration 43Q: 3 clusters Score -5867502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -5867504.000000 Penalty: 3221.201660
	Iteration 44Q: 3 clusters Score -5867504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -5867506.000000 Penalty: 3221.201660
	Iteration 45Q: 3 clusters Score -5867506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -5867506.000000 Penalty: 3221.201660
	Iteration 46F: 3 clusters Score -5867506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Entering Unmasked Estep 
Score: -2547286.250000 Penalty: 1484.427979
	Iteration 0F: 2 clusters Score -2547286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2533130.500000 Penalty: 2968.855957
	Iteration 0F: 3 clusters Score -2533130 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2538334.000000 Penalty: 2968.855957
	Iteration 1F: 3 clusters Score -2538334 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2538742.250000 Penalty: 2968.855957
	Iteration 2F: 3 clusters Score -2538742 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2539089.500000 Penalty: 2968.855957
	Iteration 3Q: 3 clusters Score -2539090 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2539404.750000 Penalty: 2968.855957
	Iteration 4Q: 3 clusters Score -2539405 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2539694.250000 Penalty: 2968.855957
	Iteration 5Q: 3 clusters Score -2539694 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2539946.500000 Penalty: 2968.855957
	Iteration 6Q: 3 clusters Score -2539946 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2540196.000000 Penalty: 2968.855957
	Iteration 7Q: 3 clusters Score -2540196 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2540414.500000 Penalty: 2968.855957
	Iteration 8Q: 3 clusters Score -2540414 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2540718.750000 Penalty: 2968.855957
	Iteration 9Q: 3 clusters Score -2540719 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2541120.500000 Penalty: 2968.855957
	Iteration 10Q: 3 clusters Score -2541120 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2541658.000000 Penalty: 2968.855957
	Iteration 11Q: 3 clusters Score -2541658 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2542326.000000 Penalty: 2968.855957
	Iteration 12F: 3 clusters Score -2542326 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2543045.500000 Penalty: 2968.855957
	Iteration 13F: 3 clusters Score -2543046 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2543731.250000 Penalty: 2968.855957
	Iteration 14Q: 3 clusters Score -2543731 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2544297.250000 Penalty: 2968.855957
	Iteration 15Q: 3 clusters Score -2544297 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2544792.500000 Penalty: 2968.855957
	Iteration 16Q: 3 clusters Score -2544792 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2545212.750000 Penalty: 2968.855957
	Iteration 17Q: 3 clusters Score -2545213 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2545478.250000 Penalty: 2968.855957
	Iteration 18Q: 3 clusters Score -2545478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2545674.000000 Penalty: 2968.855957
	Iteration 19Q: 3 clusters Score -2545674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2545849.500000 Penalty: 2968.855957
	Iteration 20F: 3 clusters Score -2545850 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2545948.750000 Penalty: 2968.855957
	Iteration 21Q: 3 clusters Score -2545949 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2546041.750000 Penalty: 2968.855957
	Iteration 22Q: 3 clusters Score -2546042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2546088.750000 Penalty: 2968.855957
	Iteration 23Q: 3 clusters Score -2546089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2546142.250000 Penalty: 2968.855957
	Iteration 24Q: 3 clusters Score -2546142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2546179.750000 Penalty: 2968.855957
	Iteration 25Q: 3 clusters Score -2546180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2546200.750000 Penalty: 2968.855957
	Iteration 26Q: 3 clusters Score -2546201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2546230.000000 Penalty: 2968.855957
	Iteration 27Q: 3 clusters Score -2546230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2546240.750000 Penalty: 2968.855957
	Iteration 28Q: 3 clusters Score -2546241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2546263.500000 Penalty: 2968.855957
	Iteration 29Q: 3 clusters Score -2546264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2546279.250000 Penalty: 2968.855957
	Iteration 30Q: 3 clusters Score -2546279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2546291.750000 Penalty: 2968.855957
	Iteration 31Q: 3 clusters Score -2546292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2546295.750000 Penalty: 2968.855957
	Iteration 32Q: 3 clusters Score -2546296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2546318.500000 Penalty: 2968.855957
	Iteration 33Q: 3 clusters Score -2546318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2546328.500000 Penalty: 2968.855957
	Iteration 34Q: 3 clusters Score -2546328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2546337.000000 Penalty: 2968.855957
	Iteration 35Q: 3 clusters Score -2546337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2546342.500000 Penalty: 2968.855957
	Iteration 36Q: 3 clusters Score -2546342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2546351.250000 Penalty: 2968.855957
	Iteration 37Q: 3 clusters Score -2546351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2546353.000000 Penalty: 2968.855957
	Iteration 38Q: 3 clusters Score -2546353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2546361.500000 Penalty: 2968.855957
	Iteration 39Q: 3 clusters Score -2546362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2546359.500000 Penalty: 2968.855957
	Iteration 40F: 3 clusters Score -2546360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2546365.500000 Penalty: 2968.855957
	Iteration 41Q: 3 clusters Score -2546366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2546366.750000 Penalty: 2968.855957
	Iteration 42Q: 3 clusters Score -2546367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2546364.500000 Penalty: 2968.855957
	Iteration 43Q: 3 clusters Score -2546364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2546367.000000 Penalty: 2968.855957
	Iteration 44Q: 3 clusters Score -2546367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2546368.500000 Penalty: 2968.855957
	Iteration 45Q: 3 clusters Score -2546368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2546362.250000 Penalty: 2968.855957
	Iteration 46Q: 3 clusters Score -2546362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2546365.750000 Penalty: 2968.855957
	Iteration 47Q: 3 clusters Score -2546366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2546364.750000 Penalty: 2968.855957
	Iteration 48Q: 3 clusters Score -2546365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2546365.250000 Penalty: 2968.855957
	Iteration 49Q: 3 clusters Score -2546365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2546364.250000 Penalty: 2968.855957
	Iteration 50Q: 3 clusters Score -2546364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2546367.000000 Penalty: 2968.855957
	Iteration 51Q: 3 clusters Score -2546367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2546368.500000 Penalty: 2968.855957
	Iteration 52Q: 3 clusters Score -2546368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2546370.250000 Penalty: 2968.855957
	Iteration 53Q: 3 clusters Score -2546370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2546373.000000 Penalty: 2968.855957
	Iteration 54Q: 3 clusters Score -2546373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2546374.500000 Penalty: 2968.855957
	Iteration 55Q: 3 clusters Score -2546374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2546375.000000 Penalty: 2968.855957
	Iteration 56Q: 3 clusters Score -2546375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2546374.500000 Penalty: 2968.855957
	Iteration 57Q: 3 clusters Score -2546374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2546376.500000 Penalty: 2968.855957
	Iteration 58Q: 3 clusters Score -2546376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2546375.000000 Penalty: 2968.855957
	Iteration 59Q: 3 clusters Score -2546375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2546375.000000 Penalty: 2968.855957
	Iteration 60F: 3 clusters Score -2546375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2546374.000000 Penalty: 2968.855957
	Iteration 61Q: 3 clusters Score -2546374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2546377.000000 Penalty: 2968.855957
	Iteration 62Q: 3 clusters Score -2546377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2546376.500000 Penalty: 2968.855957
	Iteration 63Q: 3 clusters Score -2546376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2546373.750000 Penalty: 2968.855957
	Iteration 64Q: 3 clusters Score -2546374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2546373.750000 Penalty: 2968.855957
	Iteration 65Q: 3 clusters Score -2546374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2546376.250000 Penalty: 2968.855957
	Iteration 66Q: 3 clusters Score -2546376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2546378.500000 Penalty: 2968.855957
	Iteration 67Q: 3 clusters Score -2546378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2546376.000000 Penalty: 2968.855957
	Iteration 68Q: 3 clusters Score -2546376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2546376.250000 Penalty: 2968.855957
	Iteration 69Q: 3 clusters Score -2546376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2546379.250000 Penalty: 2968.855957
	Iteration 70Q: 3 clusters Score -2546379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2546379.750000 Penalty: 2968.855957
	Iteration 71Q: 3 clusters Score -2546380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2546380.000000 Penalty: 2968.855957
	Iteration 72Q: 3 clusters Score -2546380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2546379.500000 Penalty: 2968.855957
	Iteration 73Q: 3 clusters Score -2546380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2546380.250000 Penalty: 2968.855957
	Iteration 74Q: 3 clusters Score -2546380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2546377.750000 Penalty: 2968.855957
	Iteration 75Q: 3 clusters Score -2546378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2546374.750000 Penalty: 2968.855957
	Iteration 76Q: 3 clusters Score -2546375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2546376.750000 Penalty: 2968.855957
	Iteration 77Q: 3 clusters Score -2546377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2546378.250000 Penalty: 2968.855957
	Iteration 78Q: 3 clusters Score -2546378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2546382.500000 Penalty: 2968.855957
	Iteration 79Q: 3 clusters Score -2546382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2546383.000000 Penalty: 2968.855957
	Iteration 80F: 3 clusters Score -2546383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2546380.000000 Penalty: 2968.855957
	Iteration 81Q: 3 clusters Score -2546380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2546378.500000 Penalty: 2968.855957
	Iteration 82Q: 3 clusters Score -2546378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2546380.000000 Penalty: 2968.855957
	Iteration 83Q: 3 clusters Score -2546380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2546381.250000 Penalty: 2968.855957
	Iteration 84Q: 3 clusters Score -2546381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2546380.750000 Penalty: 2968.855957
	Iteration 85Q: 3 clusters Score -2546381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2546379.750000 Penalty: 2968.855957
	Iteration 86Q: 3 clusters Score -2546380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2546379.750000 Penalty: 2968.855957
	Iteration 87F: 3 clusters Score -2546380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -191159.484375 Penalty: 1132.936279
	Iteration 0F: 2 clusters Score -191159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189258.468750 Penalty: 2265.872559
	Iteration 0F: 3 clusters Score -189258.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -189743.015625 Penalty: 2265.872559
	Iteration 1F: 3 clusters Score -189743 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -189914.171875 Penalty: 2265.872559
	Iteration 2F: 3 clusters Score -189914.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -190037.343750 Penalty: 2265.872559
	Iteration 3F: 3 clusters Score -190037.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -190147.140625 Penalty: 2265.872559
	Iteration 4Q: 3 clusters Score -190147.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -190246.718750 Penalty: 2265.872559
	Iteration 5Q: 3 clusters Score -190246.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -190317.640625 Penalty: 2265.872559
	Iteration 6Q: 3 clusters Score -190317.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190378.937500 Penalty: 2265.872559
	Iteration 7Q: 3 clusters Score -190378.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -190419.890625 Penalty: 2265.872559
	Iteration 8Q: 3 clusters Score -190419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190462.921875 Penalty: 2265.872559
	Iteration 9Q: 3 clusters Score -190462.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -190498.343750 Penalty: 2265.872559
	Iteration 10Q: 3 clusters Score -190498.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -190525.953125 Penalty: 2265.872559
	Iteration 11Q: 3 clusters Score -190526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -190551.250000 Penalty: 2265.872559
	Iteration 12Q: 3 clusters Score -190551.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -190575.078125 Penalty: 2265.872559
	Iteration 13Q: 3 clusters Score -190575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -190600.562500 Penalty: 2265.872559
	Iteration 14Q: 3 clusters Score -190600.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -190624.062500 Penalty: 2265.872559
	Iteration 15Q: 3 clusters Score -190624.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190644.750000 Penalty: 2265.872559
	Iteration 16Q: 3 clusters Score -190644.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -190656.328125 Penalty: 2265.872559
	Iteration 17Q: 3 clusters Score -190656.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -190665.375000 Penalty: 2265.872559
	Iteration 18Q: 3 clusters Score -190665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -190675.359375 Penalty: 2265.872559
	Iteration 19Q: 3 clusters Score -190675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -190684.937500 Penalty: 2265.872559
	Iteration 20F: 3 clusters Score -190684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -190690.171875 Penalty: 2265.872559
	Iteration 21Q: 3 clusters Score -190690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -190693.062500 Penalty: 2265.872559
	Iteration 22Q: 3 clusters Score -190693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -190696.140625 Penalty: 2265.872559
	Iteration 23Q: 3 clusters Score -190696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -190697.578125 Penalty: 2265.872559
	Iteration 24Q: 3 clusters Score -190697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -190699.390625 Penalty: 2265.872559
	Iteration 25Q: 3 clusters Score -190699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190701.250000 Penalty: 2265.872559
	Iteration 26Q: 3 clusters Score -190701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190702.125000 Penalty: 2265.872559
	Iteration 27Q: 3 clusters Score -190702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -190703.484375 Penalty: 2265.872559
	Iteration 28Q: 3 clusters Score -190703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -190703.484375 Penalty: 2265.872559
	Iteration 29F: 3 clusters Score -190703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -39228.617188 Penalty: 945.271240
	Iteration 0F: 2 clusters Score -39228.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38320.839844 Penalty: 1890.542480
	Iteration 0F: 3 clusters Score -38320.84 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38620.156250 Penalty: 1890.542480
	Iteration 1F: 3 clusters Score -38620.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38733.375000 Penalty: 1890.542480
	Iteration 2F: 3 clusters Score -38733.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38794.746094 Penalty: 1890.542480
	Iteration 3Q: 3 clusters Score -38794.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38897.140625 Penalty: 1890.542480
	Iteration 4Q: 3 clusters Score -38897.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39037.453125 Penalty: 1890.542480
	Iteration 5Q: 3 clusters Score -39037.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39193.406250 Penalty: 1890.542480
	Iteration 6F: 3 clusters Score -39193.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -39346.472656 Penalty: 1890.542480
	Iteration 7F: 3 clusters Score -39346.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39556.835938 Penalty: 1890.542480
	Iteration 8F: 3 clusters Score -39556.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39653.160156 Penalty: 1890.542480
	Iteration 9Q: 3 clusters Score -39653.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39759.140625 Penalty: 1890.542480
	Iteration 10Q: 3 clusters Score -39759.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39801.312500 Penalty: 1890.542480
	Iteration 11Q: 3 clusters Score -39801.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39819.042969 Penalty: 1890.542480
	Iteration 12Q: 3 clusters Score -39819.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -39822.894531 Penalty: 1890.542480
	Iteration 13Q: 3 clusters Score -39822.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -39822.894531 Penalty: 1890.542480
	Iteration 14F: 3 clusters Score -39822.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25251 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11447 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15887 members 
Mstep: Class 23 contains 52946 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65740 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67770 members 
Mstep: Class 32 contains 68075 members 
Mstep: Class 33 contains 20408 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9706 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93158 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17861 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6962 members 
Mstep: Class 52 contains 5726 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50208 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Mstep: Class 63 contains 410 members 
Entering Unmasked Estep 
Score: -111160832.000000 Penalty: 129547.601562
Splitting cluster 57 changes total score from -111161272.000000 to -111160832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -49390.820312 Penalty: 941.596985
	Iteration 0F: 2 clusters Score -49390.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48425.289062 Penalty: 1883.193970
	Iteration 0F: 3 clusters Score -48425.29 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48651.183594 Penalty: 1883.193970
	Iteration 1F: 3 clusters Score -48651.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48689.718750 Penalty: 1883.193970
	Iteration 2Q: 3 clusters Score -48689.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48714.902344 Penalty: 1883.193970
	Iteration 3Q: 3 clusters Score -48714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48736.582031 Penalty: 1883.193970
	Iteration 4Q: 3 clusters Score -48736.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48747.945312 Penalty: 1883.193970
	Iteration 5Q: 3 clusters Score -48747.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48758.066406 Penalty: 1883.193970
	Iteration 6Q: 3 clusters Score -48758.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48764.320312 Penalty: 1883.193970
	Iteration 7Q: 3 clusters Score -48764.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48768.289062 Penalty: 1883.193970
	Iteration 8Q: 3 clusters Score -48768.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48768.289062 Penalty: 1883.193970
	Iteration 9F: 3 clusters Score -48768.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Entering Unmasked Estep 
Score: -1136019.375000 Penalty: 1369.588257
	Iteration 0F: 2 clusters Score -1136019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1129311.125000 Penalty: 2739.176514
	Iteration 0F: 3 clusters Score -1129311 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1131527.875000 Penalty: 2739.176514
	Iteration 1F: 3 clusters Score -1131528 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1131857.250000 Penalty: 2739.176514
	Iteration 2F: 3 clusters Score -1131857 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1132139.375000 Penalty: 2739.176514
	Iteration 3F: 3 clusters Score -1132139 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1132381.250000 Penalty: 2739.176514
	Iteration 4Q: 3 clusters Score -1132381 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1132632.875000 Penalty: 2739.176514
	Iteration 5Q: 3 clusters Score -1132633 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1132930.375000 Penalty: 2739.176514
	Iteration 6Q: 3 clusters Score -1132930 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1133254.750000 Penalty: 2739.176514
	Iteration 7Q: 3 clusters Score -1133255 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1133580.625000 Penalty: 2739.176514
	Iteration 8Q: 3 clusters Score -1133581 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1133864.750000 Penalty: 2739.176514
	Iteration 9Q: 3 clusters Score -1133865 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1134076.250000 Penalty: 2739.176514
	Iteration 10Q: 3 clusters Score -1134076 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1134235.875000 Penalty: 2739.176514
	Iteration 11Q: 3 clusters Score -1134236 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1134404.000000 Penalty: 2739.176514
	Iteration 12Q: 3 clusters Score -1134404 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1134578.000000 Penalty: 2739.176514
	Iteration 13Q: 3 clusters Score -1134578 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1134741.500000 Penalty: 2739.176514
	Iteration 14Q: 3 clusters Score -1134742 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1134907.625000 Penalty: 2739.176514
	Iteration 15Q: 3 clusters Score -1134908 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1135081.125000 Penalty: 2739.176514
	Iteration 16Q: 3 clusters Score -1135081 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1135231.875000 Penalty: 2739.176514
	Iteration 17Q: 3 clusters Score -1135232 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1135366.125000 Penalty: 2739.176514
	Iteration 18Q: 3 clusters Score -1135366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1135482.125000 Penalty: 2739.176514
	Iteration 19Q: 3 clusters Score -1135482 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1135593.000000 Penalty: 2739.176514
	Iteration 20F: 3 clusters Score -1135593 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1135692.250000 Penalty: 2739.176514
	Iteration 21Q: 3 clusters Score -1135692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1135754.000000 Penalty: 2739.176514
	Iteration 22Q: 3 clusters Score -1135754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1135811.875000 Penalty: 2739.176514
	Iteration 23Q: 3 clusters Score -1135812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1135856.250000 Penalty: 2739.176514
	Iteration 24Q: 3 clusters Score -1135856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1135885.875000 Penalty: 2739.176514
	Iteration 25Q: 3 clusters Score -1135886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1135908.250000 Penalty: 2739.176514
	Iteration 26Q: 3 clusters Score -1135908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1135919.500000 Penalty: 2739.176514
	Iteration 27Q: 3 clusters Score -1135920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1135923.750000 Penalty: 2739.176514
	Iteration 28Q: 3 clusters Score -1135924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1135931.750000 Penalty: 2739.176514
	Iteration 29Q: 3 clusters Score -1135932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1135938.375000 Penalty: 2739.176514
	Iteration 30Q: 3 clusters Score -1135938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1135942.250000 Penalty: 2739.176514
	Iteration 31Q: 3 clusters Score -1135942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1135946.875000 Penalty: 2739.176514
	Iteration 32Q: 3 clusters Score -1135947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1135947.500000 Penalty: 2739.176514
	Iteration 33Q: 3 clusters Score -1135948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1135951.250000 Penalty: 2739.176514
	Iteration 34Q: 3 clusters Score -1135951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1135955.875000 Penalty: 2739.176514
	Iteration 35Q: 3 clusters Score -1135956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1135961.250000 Penalty: 2739.176514
	Iteration 36Q: 3 clusters Score -1135961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1135961.750000 Penalty: 2739.176514
	Iteration 37Q: 3 clusters Score -1135962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1135966.125000 Penalty: 2739.176514
	Iteration 38Q: 3 clusters Score -1135966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1135969.125000 Penalty: 2739.176514
	Iteration 39Q: 3 clusters Score -1135969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1135971.625000 Penalty: 2739.176514
	Iteration 40F: 3 clusters Score -1135972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1135972.125000 Penalty: 2739.176514
	Iteration 41Q: 3 clusters Score -1135972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1135971.625000 Penalty: 2739.176514
	Iteration 42Q: 3 clusters Score -1135972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1135973.125000 Penalty: 2739.176514
	Iteration 43Q: 3 clusters Score -1135973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1135973.500000 Penalty: 2739.176514
	Iteration 44Q: 3 clusters Score -1135974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1135979.750000 Penalty: 2739.176514
	Iteration 45Q: 3 clusters Score -1135980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1135978.000000 Penalty: 2739.176514
	Iteration 46Q: 3 clusters Score -1135978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1135983.125000 Penalty: 2739.176514
	Iteration 47Q: 3 clusters Score -1135983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1135983.000000 Penalty: 2739.176514
	Iteration 48Q: 3 clusters Score -1135983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1135984.375000 Penalty: 2739.176514
	Iteration 49Q: 3 clusters Score -1135984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1135988.000000 Penalty: 2739.176514
	Iteration 50Q: 3 clusters Score -1135988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1135990.250000 Penalty: 2739.176514
	Iteration 51Q: 3 clusters Score -1135990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1135989.500000 Penalty: 2739.176514
	Iteration 52Q: 3 clusters Score -1135990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1135993.250000 Penalty: 2739.176514
	Iteration 53Q: 3 clusters Score -1135993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1135991.875000 Penalty: 2739.176514
	Iteration 54Q: 3 clusters Score -1135992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1135996.125000 Penalty: 2739.176514
	Iteration 55Q: 3 clusters Score -1135996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1135997.375000 Penalty: 2739.176514
	Iteration 56Q: 3 clusters Score -1135997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1135997.375000 Penalty: 2739.176514
	Iteration 57Q: 3 clusters Score -1135997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1135997.625000 Penalty: 2739.176514
	Iteration 58Q: 3 clusters Score -1135998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1136000.500000 Penalty: 2739.176514
	Iteration 59Q: 3 clusters Score -1136000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1136002.500000 Penalty: 2739.176514
	Iteration 60F: 3 clusters Score -1136002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1136003.000000 Penalty: 2739.176514
	Iteration 61Q: 3 clusters Score -1136003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1136003.000000 Penalty: 2739.176514
	Iteration 62F: 3 clusters Score -1136003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46558.074219 Penalty: 908.393250
	Iteration 0F: 2 clusters Score -46558.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45701.191406 Penalty: 1816.786499
	Iteration 0F: 3 clusters Score -45701.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45890.363281 Penalty: 1816.786499
	Iteration 1F: 3 clusters Score -45890.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45989.226562 Penalty: 1816.786499
	Iteration 2F: 3 clusters Score -45989.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46077.160156 Penalty: 1816.786499
	Iteration 3Q: 3 clusters Score -46077.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46104.492188 Penalty: 1816.786499
	Iteration 4Q: 3 clusters Score -46104.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46124.925781 Penalty: 1816.786499
	Iteration 5Q: 3 clusters Score -46124.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46133.835938 Penalty: 1816.786499
	Iteration 6Q: 3 clusters Score -46133.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46144.691406 Penalty: 1816.786499
	Iteration 7Q: 3 clusters Score -46144.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46148.996094 Penalty: 1816.786499
	Iteration 8Q: 3 clusters Score -46149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46152.402344 Penalty: 1816.786499
	Iteration 9Q: 3 clusters Score -46152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46152.402344 Penalty: 1816.786499
	Iteration 10F: 3 clusters Score -46152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -678688.937500 Penalty: 1298.669312
	Iteration 0F: 2 clusters Score -678688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -674334.187500 Penalty: 2597.338623
	Iteration 0F: 3 clusters Score -674334.2 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -675721.187500 Penalty: 2597.338623
	Iteration 1F: 3 clusters Score -675721.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -675922.000000 Penalty: 2597.338623
	Iteration 2F: 3 clusters Score -675922 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -676049.312500 Penalty: 2597.338623
	Iteration 3Q: 3 clusters Score -676049.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -676116.875000 Penalty: 2597.338623
	Iteration 4Q: 3 clusters Score -676116.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -676162.812500 Penalty: 2597.338623
	Iteration 5Q: 3 clusters Score -676162.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -676215.437500 Penalty: 2597.338623
	Iteration 6Q: 3 clusters Score -676215.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -676254.875000 Penalty: 2597.338623
	Iteration 7Q: 3 clusters Score -676254.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -676288.437500 Penalty: 2597.338623
	Iteration 8Q: 3 clusters Score -676288.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -676313.875000 Penalty: 2597.338623
	Iteration 9Q: 3 clusters Score -676313.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -676346.062500 Penalty: 2597.338623
	Iteration 10Q: 3 clusters Score -676346.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -676381.687500 Penalty: 2597.338623
	Iteration 11Q: 3 clusters Score -676381.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -676414.812500 Penalty: 2597.338623
	Iteration 12Q: 3 clusters Score -676414.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -676448.125000 Penalty: 2597.338623
	Iteration 13Q: 3 clusters Score -676448.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -676486.875000 Penalty: 2597.338623
	Iteration 14Q: 3 clusters Score -676486.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -676521.312500 Penalty: 2597.338623
	Iteration 15Q: 3 clusters Score -676521.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -676557.562500 Penalty: 2597.338623
	Iteration 16Q: 3 clusters Score -676557.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -676597.562500 Penalty: 2597.338623
	Iteration 17Q: 3 clusters Score -676597.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -676646.937500 Penalty: 2597.338623
	Iteration 18Q: 3 clusters Score -676646.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -676692.437500 Penalty: 2597.338623
	Iteration 19Q: 3 clusters Score -676692.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -676737.125000 Penalty: 2597.338623
	Iteration 20F: 3 clusters Score -676737.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -676786.062500 Penalty: 2597.338623
	Iteration 21Q: 3 clusters Score -676786.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -676830.687500 Penalty: 2597.338623
	Iteration 22Q: 3 clusters Score -676830.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -676877.062500 Penalty: 2597.338623
	Iteration 23Q: 3 clusters Score -676877.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -676923.437500 Penalty: 2597.338623
	Iteration 24Q: 3 clusters Score -676923.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -676967.625000 Penalty: 2597.338623
	Iteration 25Q: 3 clusters Score -676967.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -677016.750000 Penalty: 2597.338623
	Iteration 26Q: 3 clusters Score -677016.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -677068.937500 Penalty: 2597.338623
	Iteration 27Q: 3 clusters Score -677068.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -677118.375000 Penalty: 2597.338623
	Iteration 28Q: 3 clusters Score -677118.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -677183.062500 Penalty: 2597.338623
	Iteration 29Q: 3 clusters Score -677183.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -677259.937500 Penalty: 2597.338623
	Iteration 30Q: 3 clusters Score -677259.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -677336.750000 Penalty: 2597.338623
	Iteration 31Q: 3 clusters Score -677336.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -677390.812500 Penalty: 2597.338623
	Iteration 32Q: 3 clusters Score -677390.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -677438.562500 Penalty: 2597.338623
	Iteration 33Q: 3 clusters Score -677438.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -677479.687500 Penalty: 2597.338623
	Iteration 34Q: 3 clusters Score -677479.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -677521.750000 Penalty: 2597.338623
	Iteration 35Q: 3 clusters Score -677521.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -677544.312500 Penalty: 2597.338623
	Iteration 36Q: 3 clusters Score -677544.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -677566.062500 Penalty: 2597.338623
	Iteration 37Q: 3 clusters Score -677566.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -677581.000000 Penalty: 2597.338623
	Iteration 38Q: 3 clusters Score -677581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -677599.500000 Penalty: 2597.338623
	Iteration 39Q: 3 clusters Score -677599.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -677615.625000 Penalty: 2597.338623
	Iteration 40F: 3 clusters Score -677615.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -677630.000000 Penalty: 2597.338623
	Iteration 41Q: 3 clusters Score -677630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -677643.875000 Penalty: 2597.338623
	Iteration 42Q: 3 clusters Score -677643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -677657.250000 Penalty: 2597.338623
	Iteration 43Q: 3 clusters Score -677657.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -677670.062500 Penalty: 2597.338623
	Iteration 44Q: 3 clusters Score -677670.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -677674.500000 Penalty: 2597.338623
	Iteration 45Q: 3 clusters Score -677674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -677674.062500 Penalty: 2597.338623
	Iteration 46Q: 3 clusters Score -677674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -677674.062500 Penalty: 2597.338623
	Iteration 47F: 3 clusters Score -677674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -24905.679688 Penalty: 836.315674
	Iteration 0F: 2 clusters Score -24905.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24284.798828 Penalty: 1672.631348
	Iteration 0F: 3 clusters Score -24284.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24446.169922 Penalty: 1672.631348
	Iteration 1F: 3 clusters Score -24446.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24498.775391 Penalty: 1672.631348
	Iteration 2Q: 3 clusters Score -24498.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24505.595703 Penalty: 1672.631348
	Iteration 3Q: 3 clusters Score -24505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24507.068359 Penalty: 1672.631348
	Iteration 4Q: 3 clusters Score -24507.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24511.468750 Penalty: 1672.631348
	Iteration 5Q: 3 clusters Score -24511.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24511.468750 Penalty: 1672.631348
	Iteration 6F: 3 clusters Score -24511.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25251 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11447 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15887 members 
Mstep: Class 23 contains 52946 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65740 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67770 members 
Mstep: Class 32 contains 68075 members 
Mstep: Class 33 contains 20408 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9706 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93158 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17861 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6962 members 
Mstep: Class 52 contains 5726 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50208 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161304.000000 Penalty: 127491.296875
Iteration 199Q: 63 clusters Score -1.111613e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46022 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25255 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11741 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11447 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15886 members 
Mstep: Class 23 contains 52945 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65744 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67732 members 
Mstep: Class 32 contains 68076 members 
Mstep: Class 33 contains 20408 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93154 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17865 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6962 members 
Mstep: Class 52 contains 5725 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50226 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161360.000000 Penalty: 127491.296875
Iteration 200F: 63 clusters Score -1.111614e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46031 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25260 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11448 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15887 members 
Mstep: Class 23 contains 52945 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65745 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7865 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67698 members 
Mstep: Class 32 contains 68080 members 
Mstep: Class 33 contains 20408 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93148 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17862 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6962 members 
Mstep: Class 52 contains 5722 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50239 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161288.000000 Penalty: 127491.296875
Iteration 201Q: 63 clusters Score -1.111613e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46038 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25264 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11448 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15888 members 
Mstep: Class 23 contains 52944 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65747 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7865 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67662 members 
Mstep: Class 32 contains 68084 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 9711 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93144 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6962 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50262 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161264.000000 Penalty: 127491.296875
Iteration 202Q: 63 clusters Score -1.111613e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46045 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11968 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25269 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 32368 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11448 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 52944 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65749 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67627 members 
Mstep: Class 32 contains 68090 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 9709 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93140 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17862 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6961 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50280 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161256.000000 Penalty: 127491.296875
Iteration 203Q: 63 clusters Score -1.111613e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46055 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25271 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11449 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 52944 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65750 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67599 members 
Mstep: Class 32 contains 68090 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93135 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6961 members 
Mstep: Class 52 contains 5717 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50292 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161264.000000 Penalty: 127491.296875
Iteration 204Q: 63 clusters Score -1.111613e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46063 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11968 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25274 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 32372 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11451 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 52943 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65755 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67570 members 
Mstep: Class 32 contains 68085 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 40904 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93137 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2913 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6961 members 
Mstep: Class 52 contains 5717 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50299 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161312.000000 Penalty: 127491.296875
Iteration 205Q: 63 clusters Score -1.111613e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46071 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25273 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 32373 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11453 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15893 members 
Mstep: Class 23 contains 52943 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65756 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7865 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67537 members 
Mstep: Class 32 contains 68085 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 40903 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93144 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2914 members 
Mstep: Class 44 contains 17865 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6961 members 
Mstep: Class 52 contains 5717 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50306 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161328.000000 Penalty: 127491.296875
Iteration 206Q: 63 clusters Score -1.111613e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46079 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25274 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11751 members 
Mstep: Class 18 contains 32374 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11456 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 52941 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65755 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7865 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 67517 members 
Mstep: Class 32 contains 68086 members 
Mstep: Class 33 contains 20409 members 
Mstep: Class 34 contains 40903 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93151 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2915 members 
Mstep: Class 44 contains 17861 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6961 members 
Mstep: Class 52 contains 5718 members 
Mstep: Class 53 contains 17704 members 
Mstep: Class 54 contains 50312 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161312.000000 Penalty: 127491.296875
Iteration 207Q: 63 clusters Score -1.111613e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46084 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 11968 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65755 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7865 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 67503 members 
Mstep: Class 32 contains 68083 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40902 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93151 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2919 members 
Mstep: Class 44 contains 17860 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5722 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50312 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161296.000000 Penalty: 127491.296875
Iteration 208Q: 63 clusters Score -1.111613e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46086 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14266 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25280 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11762 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 52940 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65754 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 67491 members 
Mstep: Class 32 contains 68080 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40901 members 
Mstep: Class 35 contains 9725 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93149 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2923 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5722 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50313 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161288.000000 Penalty: 127491.296875
Iteration 209Q: 63 clusters Score -1.111613e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46091 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14266 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25282 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65755 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 67474 members 
Mstep: Class 32 contains 68081 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93146 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2927 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5723 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50316 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161360.000000 Penalty: 127491.296875
Iteration 210Q: 63 clusters Score -1.111614e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46093 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25284 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65756 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 67463 members 
Mstep: Class 32 contains 68077 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9734 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93144 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2931 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50320 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161344.000000 Penalty: 127491.296875
Iteration 211Q: 63 clusters Score -1.111613e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46093 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25285 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15891 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65757 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7866 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 67458 members 
Mstep: Class 32 contains 68072 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9733 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93144 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2932 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5724 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50327 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161360.000000 Penalty: 127491.296875
Iteration 212Q: 63 clusters Score -1.111614e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25288 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11766 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65757 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 67450 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9731 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93138 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2934 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5723 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50338 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161416.000000 Penalty: 127491.296875
Iteration 213Q: 63 clusters Score -1.111614e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46095 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25291 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65757 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 67441 members 
Mstep: Class 32 contains 68069 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9730 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93136 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2938 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5722 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50346 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161472.000000 Penalty: 127491.296875
Iteration 214Q: 63 clusters Score -1.111615e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46097 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25293 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65758 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 67430 members 
Mstep: Class 32 contains 68069 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9734 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93136 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2942 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5721 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50350 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161424.000000 Penalty: 127491.296875
Iteration 215Q: 63 clusters Score -1.111614e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46098 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25294 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15893 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65759 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 67416 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9737 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93135 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2944 members 
Mstep: Class 44 contains 17866 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5720 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50351 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161376.000000 Penalty: 127491.296875
Iteration 216Q: 63 clusters Score -1.111614e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46098 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11766 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15894 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65759 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9135 members 
Mstep: Class 31 contains 67413 members 
Mstep: Class 32 contains 68070 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9737 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93134 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2944 members 
Mstep: Class 44 contains 17865 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5720 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50354 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161384.000000 Penalty: 127491.296875
Iteration 217Q: 63 clusters Score -1.111614e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46099 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52939 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65759 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7872 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 67404 members 
Mstep: Class 32 contains 68069 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9740 members 
Mstep: Class 36 contains 10642 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93133 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2945 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50360 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161368.000000 Penalty: 127491.296875
Iteration 218Q: 63 clusters Score -1.111614e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46102 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65759 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 67399 members 
Mstep: Class 32 contains 68070 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93134 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6090 members 
Mstep: Class 43 contains 2946 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50364 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161336.000000 Penalty: 127491.296875
Iteration 219Q: 63 clusters Score -1.111613e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46101 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52937 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 67392 members 
Mstep: Class 32 contains 68071 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93134 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2946 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50368 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161368.000000 Penalty: 127491.296875
Iteration 220F: 63 clusters Score -1.111614e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46101 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52937 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 67386 members 
Mstep: Class 32 contains 68069 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9739 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93134 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2946 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50369 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161384.000000 Penalty: 127491.296875
Iteration 221Q: 63 clusters Score -1.111614e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 67380 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9739 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93134 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2946 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50372 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161336.000000 Penalty: 127491.296875
Iteration 222Q: 63 clusters Score -1.111613e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 67376 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9739 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93133 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2946 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50375 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161336.000000 Penalty: 127491.296875
Iteration 223Q: 63 clusters Score -1.111613e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 67376 members 
Mstep: Class 32 contains 68068 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93131 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2947 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50376 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161368.000000 Penalty: 127491.296875
Iteration 224Q: 63 clusters Score -1.111614e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 67376 members 
Mstep: Class 32 contains 68069 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93131 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2949 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50376 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161352.000000 Penalty: 127491.296875
Iteration 225Q: 63 clusters Score -1.111614e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 52938 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 65760 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 67376 members 
Mstep: Class 32 contains 68069 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 40900 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 93131 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8446 members 
Mstep: Class 42 contains 6091 members 
Mstep: Class 43 contains 2949 members 
Mstep: Class 44 contains 17864 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2976 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2660 members 
Mstep: Class 50 contains 2080 members 
Mstep: Class 51 contains 6960 members 
Mstep: Class 52 contains 5719 members 
Mstep: Class 53 contains 17705 members 
Mstep: Class 54 contains 50376 members 
Mstep: Class 55 contains 21504 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 560 members 
Mstep: Class 59 contains 9939 members 
Mstep: Class 60 contains 448 members 
Mstep: Class 61 contains 6171 members 
Mstep: Class 62 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161352.000000 Penalty: 127491.296875
Iteration 226F: 63 clusters Score -1.111614e+08 nChanged 0
Entering ConstructFrom: 
Score: -111161352.000000 Penalty: 127491.296875
Entering ConstructFrom: 
Trying to split cluster 1 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1320873.000000 Penalty: 1395.064209
	Iteration 0F: 2 clusters Score -1320873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1313066.875000 Penalty: 2790.128418
	Iteration 0F: 3 clusters Score -1313067 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1315688.000000 Penalty: 2790.128418
	Iteration 1F: 3 clusters Score -1315688 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1316014.750000 Penalty: 2790.128418
	Iteration 2F: 3 clusters Score -1316015 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1316212.000000 Penalty: 2790.128418
	Iteration 3Q: 3 clusters Score -1316212 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1316409.125000 Penalty: 2790.128418
	Iteration 4Q: 3 clusters Score -1316409 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1316588.000000 Penalty: 2790.128418
	Iteration 5Q: 3 clusters Score -1316588 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1316766.625000 Penalty: 2790.128418
	Iteration 6Q: 3 clusters Score -1316767 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1316945.750000 Penalty: 2790.128418
	Iteration 7Q: 3 clusters Score -1316946 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1317156.875000 Penalty: 2790.128418
	Iteration 8Q: 3 clusters Score -1317157 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1317381.875000 Penalty: 2790.128418
	Iteration 9Q: 3 clusters Score -1317382 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1317633.125000 Penalty: 2790.128418
	Iteration 10Q: 3 clusters Score -1317633 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1317902.500000 Penalty: 2790.128418
	Iteration 11Q: 3 clusters Score -1317902 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1318158.750000 Penalty: 2790.128418
	Iteration 12Q: 3 clusters Score -1318159 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1318405.125000 Penalty: 2790.128418
	Iteration 13Q: 3 clusters Score -1318405 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1318595.875000 Penalty: 2790.128418
	Iteration 14Q: 3 clusters Score -1318596 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1318760.500000 Penalty: 2790.128418
	Iteration 15Q: 3 clusters Score -1318760 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1318875.500000 Penalty: 2790.128418
	Iteration 16Q: 3 clusters Score -1318876 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1318966.500000 Penalty: 2790.128418
	Iteration 17Q: 3 clusters Score -1318966 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1319047.375000 Penalty: 2790.128418
	Iteration 18Q: 3 clusters Score -1319047 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1319114.375000 Penalty: 2790.128418
	Iteration 19Q: 3 clusters Score -1319114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1319176.875000 Penalty: 2790.128418
	Iteration 20F: 3 clusters Score -1319177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1319233.500000 Penalty: 2790.128418
	Iteration 21Q: 3 clusters Score -1319234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1319298.750000 Penalty: 2790.128418
	Iteration 22Q: 3 clusters Score -1319299 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1319374.750000 Penalty: 2790.128418
	Iteration 23Q: 3 clusters Score -1319375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1319428.250000 Penalty: 2790.128418
	Iteration 24Q: 3 clusters Score -1319428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1319481.250000 Penalty: 2790.128418
	Iteration 25Q: 3 clusters Score -1319481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1319548.125000 Penalty: 2790.128418
	Iteration 26Q: 3 clusters Score -1319548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1319600.375000 Penalty: 2790.128418
	Iteration 27Q: 3 clusters Score -1319600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1319633.875000 Penalty: 2790.128418
	Iteration 28Q: 3 clusters Score -1319634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1319659.625000 Penalty: 2790.128418
	Iteration 29Q: 3 clusters Score -1319660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1319694.750000 Penalty: 2790.128418
	Iteration 30Q: 3 clusters Score -1319695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1319721.750000 Penalty: 2790.128418
	Iteration 31Q: 3 clusters Score -1319722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1319738.750000 Penalty: 2790.128418
	Iteration 32Q: 3 clusters Score -1319739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1319758.125000 Penalty: 2790.128418
	Iteration 33Q: 3 clusters Score -1319758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1319775.500000 Penalty: 2790.128418
	Iteration 34Q: 3 clusters Score -1319776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1319785.875000 Penalty: 2790.128418
	Iteration 35Q: 3 clusters Score -1319786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1319802.000000 Penalty: 2790.128418
	Iteration 36Q: 3 clusters Score -1319802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1319817.375000 Penalty: 2790.128418
	Iteration 37Q: 3 clusters Score -1319817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1319834.625000 Penalty: 2790.128418
	Iteration 38Q: 3 clusters Score -1319835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1319852.375000 Penalty: 2790.128418
	Iteration 39Q: 3 clusters Score -1319852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1319864.750000 Penalty: 2790.128418
	Iteration 40F: 3 clusters Score -1319865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1319874.500000 Penalty: 2790.128418
	Iteration 41Q: 3 clusters Score -1319874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1319883.250000 Penalty: 2790.128418
	Iteration 42Q: 3 clusters Score -1319883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1319893.750000 Penalty: 2790.128418
	Iteration 43Q: 3 clusters Score -1319894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1319893.875000 Penalty: 2790.128418
	Iteration 44Q: 3 clusters Score -1319894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1319898.625000 Penalty: 2790.128418
	Iteration 45Q: 3 clusters Score -1319899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1319901.750000 Penalty: 2790.128418
	Iteration 46Q: 3 clusters Score -1319902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1319904.500000 Penalty: 2790.128418
	Iteration 47Q: 3 clusters Score -1319904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1319905.250000 Penalty: 2790.128418
	Iteration 48Q: 3 clusters Score -1319905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1319906.875000 Penalty: 2790.128418
	Iteration 49Q: 3 clusters Score -1319907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1319906.750000 Penalty: 2790.128418
	Iteration 50Q: 3 clusters Score -1319907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1319908.750000 Penalty: 2790.128418
	Iteration 51Q: 3 clusters Score -1319909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1319909.375000 Penalty: 2790.128418
	Iteration 52Q: 3 clusters Score -1319909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1319912.250000 Penalty: 2790.128418
	Iteration 53Q: 3 clusters Score -1319912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1319914.375000 Penalty: 2790.128418
	Iteration 54Q: 3 clusters Score -1319914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1319916.750000 Penalty: 2790.128418
	Iteration 55Q: 3 clusters Score -1319917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1319918.750000 Penalty: 2790.128418
	Iteration 56Q: 3 clusters Score -1319919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1319921.250000 Penalty: 2790.128418
	Iteration 57Q: 3 clusters Score -1319921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1319924.875000 Penalty: 2790.128418
	Iteration 58Q: 3 clusters Score -1319925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1319925.000000 Penalty: 2790.128418
	Iteration 59Q: 3 clusters Score -1319925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1319926.750000 Penalty: 2790.128418
	Iteration 60F: 3 clusters Score -1319927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1319926.125000 Penalty: 2790.128418
	Iteration 61Q: 3 clusters Score -1319926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1319929.625000 Penalty: 2790.128418
	Iteration 62Q: 3 clusters Score -1319930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1319930.125000 Penalty: 2790.128418
	Iteration 63Q: 3 clusters Score -1319930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1319933.875000 Penalty: 2790.128418
	Iteration 64Q: 3 clusters Score -1319934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1319935.000000 Penalty: 2790.128418
	Iteration 65Q: 3 clusters Score -1319935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1319933.125000 Penalty: 2790.128418
	Iteration 66Q: 3 clusters Score -1319933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1319933.500000 Penalty: 2790.128418
	Iteration 67Q: 3 clusters Score -1319934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1319933.500000 Penalty: 2790.128418
	Iteration 68F: 3 clusters Score -1319934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -974191.437500 Penalty: 1342.323975
	Iteration 0F: 2 clusters Score -974191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -968606.562500 Penalty: 2684.647949
	Iteration 0F: 3 clusters Score -968606.6 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -970389.687500 Penalty: 2684.647949
	Iteration 1F: 3 clusters Score -970389.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -970665.312500 Penalty: 2684.647949
	Iteration 2F: 3 clusters Score -970665.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -970838.312500 Penalty: 2684.647949
	Iteration 3Q: 3 clusters Score -970838.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -970969.937500 Penalty: 2684.647949
	Iteration 4Q: 3 clusters Score -970969.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -971064.625000 Penalty: 2684.647949
	Iteration 5Q: 3 clusters Score -971064.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -971151.500000 Penalty: 2684.647949
	Iteration 6Q: 3 clusters Score -971151.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -971233.187500 Penalty: 2684.647949
	Iteration 7Q: 3 clusters Score -971233.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -971336.062500 Penalty: 2684.647949
	Iteration 8Q: 3 clusters Score -971336.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -971442.000000 Penalty: 2684.647949
	Iteration 9Q: 3 clusters Score -971442 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -971541.250000 Penalty: 2684.647949
	Iteration 10Q: 3 clusters Score -971541.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -971638.562500 Penalty: 2684.647949
	Iteration 11Q: 3 clusters Score -971638.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -971740.437500 Penalty: 2684.647949
	Iteration 12Q: 3 clusters Score -971740.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -971861.812500 Penalty: 2684.647949
	Iteration 13Q: 3 clusters Score -971861.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -971984.312500 Penalty: 2684.647949
	Iteration 14Q: 3 clusters Score -971984.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -972117.187500 Penalty: 2684.647949
	Iteration 15Q: 3 clusters Score -972117.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -972257.687500 Penalty: 2684.647949
	Iteration 16Q: 3 clusters Score -972257.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -972403.937500 Penalty: 2684.647949
	Iteration 17Q: 3 clusters Score -972403.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -972536.687500 Penalty: 2684.647949
	Iteration 18Q: 3 clusters Score -972536.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -972657.375000 Penalty: 2684.647949
	Iteration 19Q: 3 clusters Score -972657.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -972757.812500 Penalty: 2684.647949
	Iteration 20F: 3 clusters Score -972757.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -972830.250000 Penalty: 2684.647949
	Iteration 21Q: 3 clusters Score -972830.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -972879.187500 Penalty: 2684.647949
	Iteration 22Q: 3 clusters Score -972879.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -972916.937500 Penalty: 2684.647949
	Iteration 23Q: 3 clusters Score -972916.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -972951.625000 Penalty: 2684.647949
	Iteration 24Q: 3 clusters Score -972951.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -972981.250000 Penalty: 2684.647949
	Iteration 25Q: 3 clusters Score -972981.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -973009.187500 Penalty: 2684.647949
	Iteration 26Q: 3 clusters Score -973009.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -973035.250000 Penalty: 2684.647949
	Iteration 27Q: 3 clusters Score -973035.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -973056.625000 Penalty: 2684.647949
	Iteration 28Q: 3 clusters Score -973056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -973075.000000 Penalty: 2684.647949
	Iteration 29Q: 3 clusters Score -973075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -973088.125000 Penalty: 2684.647949
	Iteration 30Q: 3 clusters Score -973088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -973098.750000 Penalty: 2684.647949
	Iteration 31Q: 3 clusters Score -973098.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -973106.750000 Penalty: 2684.647949
	Iteration 32Q: 3 clusters Score -973106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -973116.312500 Penalty: 2684.647949
	Iteration 33Q: 3 clusters Score -973116.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -973120.687500 Penalty: 2684.647949
	Iteration 34Q: 3 clusters Score -973120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -973128.937500 Penalty: 2684.647949
	Iteration 35Q: 3 clusters Score -973128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -973138.562500 Penalty: 2684.647949
	Iteration 36Q: 3 clusters Score -973138.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -973149.687500 Penalty: 2684.647949
	Iteration 37Q: 3 clusters Score -973149.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -973156.687500 Penalty: 2684.647949
	Iteration 38Q: 3 clusters Score -973156.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -973162.875000 Penalty: 2684.647949
	Iteration 39Q: 3 clusters Score -973162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -973167.000000 Penalty: 2684.647949
	Iteration 40F: 3 clusters Score -973167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -973175.000000 Penalty: 2684.647949
	Iteration 41Q: 3 clusters Score -973175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -973176.375000 Penalty: 2684.647949
	Iteration 42Q: 3 clusters Score -973176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -973178.375000 Penalty: 2684.647949
	Iteration 43Q: 3 clusters Score -973178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -973179.812500 Penalty: 2684.647949
	Iteration 44Q: 3 clusters Score -973179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -973182.562500 Penalty: 2684.647949
	Iteration 45Q: 3 clusters Score -973182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -973182.812500 Penalty: 2684.647949
	Iteration 46Q: 3 clusters Score -973182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -973182.812500 Penalty: 2684.647949
	Iteration 47F: 3 clusters Score -973182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Entering Unmasked Estep 
Score: -3239976.000000 Penalty: 1520.667358
	Iteration 0F: 2 clusters Score -3239976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3222149.250000 Penalty: 3041.334717
	Iteration 0F: 3 clusters Score -3222149 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3228736.750000 Penalty: 3041.334717
	Iteration 1F: 3 clusters Score -3228737 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3229414.500000 Penalty: 3041.334717
	Iteration 2F: 3 clusters Score -3229414 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3230168.500000 Penalty: 3041.334717
	Iteration 3F: 3 clusters Score -3230168 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3230898.750000 Penalty: 3041.334717
	Iteration 4F: 3 clusters Score -3230899 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3231648.000000 Penalty: 3041.334717
	Iteration 5F: 3 clusters Score -3231648 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3232410.000000 Penalty: 3041.334717
	Iteration 6F: 3 clusters Score -3232410 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3233141.500000 Penalty: 3041.334717
	Iteration 7F: 3 clusters Score -3233142 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3233846.750000 Penalty: 3041.334717
	Iteration 8F: 3 clusters Score -3233847 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3234567.750000 Penalty: 3041.334717
	Iteration 9Q: 3 clusters Score -3234568 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3235206.750000 Penalty: 3041.334717
	Iteration 10Q: 3 clusters Score -3235207 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3235810.250000 Penalty: 3041.334717
	Iteration 11Q: 3 clusters Score -3235810 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3236341.500000 Penalty: 3041.334717
	Iteration 12Q: 3 clusters Score -3236342 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3236823.750000 Penalty: 3041.334717
	Iteration 13Q: 3 clusters Score -3236824 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3237219.250000 Penalty: 3041.334717
	Iteration 14Q: 3 clusters Score -3237219 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3237612.750000 Penalty: 3041.334717
	Iteration 15Q: 3 clusters Score -3237613 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3237922.750000 Penalty: 3041.334717
	Iteration 16Q: 3 clusters Score -3237923 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3238118.500000 Penalty: 3041.334717
	Iteration 17Q: 3 clusters Score -3238118 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3238267.000000 Penalty: 3041.334717
	Iteration 18Q: 3 clusters Score -3238267 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3238404.750000 Penalty: 3041.334717
	Iteration 19Q: 3 clusters Score -3238405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3238502.000000 Penalty: 3041.334717
	Iteration 20F: 3 clusters Score -3238502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3238572.250000 Penalty: 3041.334717
	Iteration 21Q: 3 clusters Score -3238572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3238611.000000 Penalty: 3041.334717
	Iteration 22Q: 3 clusters Score -3238611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3238651.750000 Penalty: 3041.334717
	Iteration 23Q: 3 clusters Score -3238652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3238680.750000 Penalty: 3041.334717
	Iteration 24Q: 3 clusters Score -3238681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3238702.750000 Penalty: 3041.334717
	Iteration 25Q: 3 clusters Score -3238703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3238721.750000 Penalty: 3041.334717
	Iteration 26Q: 3 clusters Score -3238722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3238734.250000 Penalty: 3041.334717
	Iteration 27Q: 3 clusters Score -3238734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3238737.250000 Penalty: 3041.334717
	Iteration 28Q: 3 clusters Score -3238737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3238739.500000 Penalty: 3041.334717
	Iteration 29Q: 3 clusters Score -3238740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3238743.750000 Penalty: 3041.334717
	Iteration 30Q: 3 clusters Score -3238744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3238745.500000 Penalty: 3041.334717
	Iteration 31Q: 3 clusters Score -3238746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3238750.750000 Penalty: 3041.334717
	Iteration 32Q: 3 clusters Score -3238751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3238749.750000 Penalty: 3041.334717
	Iteration 33Q: 3 clusters Score -3238750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3238751.000000 Penalty: 3041.334717
	Iteration 34Q: 3 clusters Score -3238751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3238756.500000 Penalty: 3041.334717
	Iteration 35Q: 3 clusters Score -3238756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3238756.750000 Penalty: 3041.334717
	Iteration 36Q: 3 clusters Score -3238757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3238764.250000 Penalty: 3041.334717
	Iteration 37Q: 3 clusters Score -3238764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3238769.250000 Penalty: 3041.334717
	Iteration 38Q: 3 clusters Score -3238769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3238770.250000 Penalty: 3041.334717
	Iteration 39Q: 3 clusters Score -3238770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3238774.250000 Penalty: 3041.334717
	Iteration 40F: 3 clusters Score -3238774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3238777.000000 Penalty: 3041.334717
	Iteration 41Q: 3 clusters Score -3238777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3238777.000000 Penalty: 3041.334717
	Iteration 42F: 3 clusters Score -3238777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Entering Unmasked Estep 
Score: -5371290.500000 Penalty: 1597.899048
	Iteration 0F: 2 clusters Score -5371290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5341276.000000 Penalty: 3195.798096
	Iteration 0F: 3 clusters Score -5341276 nChanged 21092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5352669.000000 Penalty: 3195.798096
	Iteration 1F: 3 clusters Score -5352669 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5353134.000000 Penalty: 3195.798096
	Iteration 2Q: 3 clusters Score -5353134 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -5353562.500000 Penalty: 3195.798096
	Iteration 3Q: 3 clusters Score -5353562 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5353979.500000 Penalty: 3195.798096
	Iteration 4Q: 3 clusters Score -5353980 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5354491.000000 Penalty: 3195.798096
	Iteration 5Q: 3 clusters Score -5354491 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5355141.500000 Penalty: 3195.798096
	Iteration 6Q: 3 clusters Score -5355142 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5356010.000000 Penalty: 3195.798096
	Iteration 7Q: 3 clusters Score -5356010 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5357260.000000 Penalty: 3195.798096
	Iteration 8Q: 3 clusters Score -5357260 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -5359007.000000 Penalty: 3195.798096
	Iteration 9F: 3 clusters Score -5359007 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -5361466.000000 Penalty: 3195.798096
	Iteration 10F: 3 clusters Score -5361466 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5364344.500000 Penalty: 3195.798096
	Iteration 11F: 3 clusters Score -5364344 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5366829.500000 Penalty: 3195.798096
	Iteration 12F: 3 clusters Score -5366830 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5368424.000000 Penalty: 3195.798096
	Iteration 13Q: 3 clusters Score -5368424 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -5369245.000000 Penalty: 3195.798096
	Iteration 14Q: 3 clusters Score -5369245 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -5369681.000000 Penalty: 3195.798096
	Iteration 15Q: 3 clusters Score -5369681 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -5369910.000000 Penalty: 3195.798096
	Iteration 16Q: 3 clusters Score -5369910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5370038.000000 Penalty: 3195.798096
	Iteration 17Q: 3 clusters Score -5370038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -5370124.000000 Penalty: 3195.798096
	Iteration 18Q: 3 clusters Score -5370124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5370178.000000 Penalty: 3195.798096
	Iteration 19Q: 3 clusters Score -5370178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -5370211.000000 Penalty: 3195.798096
	Iteration 20F: 3 clusters Score -5370211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5370231.500000 Penalty: 3195.798096
	Iteration 21Q: 3 clusters Score -5370232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -5370238.500000 Penalty: 3195.798096
	Iteration 22Q: 3 clusters Score -5370238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5370245.000000 Penalty: 3195.798096
	Iteration 23Q: 3 clusters Score -5370245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -5370244.000000 Penalty: 3195.798096
	Iteration 24Q: 3 clusters Score -5370244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5370256.500000 Penalty: 3195.798096
	Iteration 25Q: 3 clusters Score -5370256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -5370254.500000 Penalty: 3195.798096
	Iteration 26Q: 3 clusters Score -5370254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -5370252.500000 Penalty: 3195.798096
	Iteration 27Q: 3 clusters Score -5370252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5370262.500000 Penalty: 3195.798096
	Iteration 28Q: 3 clusters Score -5370262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5370263.000000 Penalty: 3195.798096
	Iteration 29Q: 3 clusters Score -5370263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5370262.500000 Penalty: 3195.798096
	Iteration 30Q: 3 clusters Score -5370262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5370264.500000 Penalty: 3195.798096
	Iteration 31Q: 3 clusters Score -5370264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5370265.500000 Penalty: 3195.798096
	Iteration 32Q: 3 clusters Score -5370266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5370265.500000 Penalty: 3195.798096
	Iteration 33F: 3 clusters Score -5370266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Entering Unmasked Estep 
Score: -2206286.750000 Penalty: 1473.079956
	Iteration 0F: 2 clusters Score -2206287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2193118.500000 Penalty: 2946.159912
	Iteration 0F: 3 clusters Score -2193118 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2198026.250000 Penalty: 2946.159912
	Iteration 1F: 3 clusters Score -2198026 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2198549.750000 Penalty: 2946.159912
	Iteration 2F: 3 clusters Score -2198550 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2199033.750000 Penalty: 2946.159912
	Iteration 3F: 3 clusters Score -2199034 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2199508.500000 Penalty: 2946.159912
	Iteration 4Q: 3 clusters Score -2199508 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2200043.750000 Penalty: 2946.159912
	Iteration 5Q: 3 clusters Score -2200044 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2200693.750000 Penalty: 2946.159912
	Iteration 6Q: 3 clusters Score -2200694 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2201546.250000 Penalty: 2946.159912
	Iteration 7F: 3 clusters Score -2201546 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2202463.000000 Penalty: 2946.159912
	Iteration 8F: 3 clusters Score -2202463 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2203310.500000 Penalty: 2946.159912
	Iteration 9Q: 3 clusters Score -2203310 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2203960.750000 Penalty: 2946.159912
	Iteration 10Q: 3 clusters Score -2203961 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2204400.000000 Penalty: 2946.159912
	Iteration 11Q: 3 clusters Score -2204400 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2204734.000000 Penalty: 2946.159912
	Iteration 12Q: 3 clusters Score -2204734 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2204937.000000 Penalty: 2946.159912
	Iteration 13Q: 3 clusters Score -2204937 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2205076.750000 Penalty: 2946.159912
	Iteration 14Q: 3 clusters Score -2205077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2205139.250000 Penalty: 2946.159912
	Iteration 15Q: 3 clusters Score -2205139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2205185.500000 Penalty: 2946.159912
	Iteration 16Q: 3 clusters Score -2205186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2205217.750000 Penalty: 2946.159912
	Iteration 17Q: 3 clusters Score -2205218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2205244.000000 Penalty: 2946.159912
	Iteration 18Q: 3 clusters Score -2205244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2205261.000000 Penalty: 2946.159912
	Iteration 19Q: 3 clusters Score -2205261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2205274.000000 Penalty: 2946.159912
	Iteration 20F: 3 clusters Score -2205274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2205276.750000 Penalty: 2946.159912
	Iteration 21Q: 3 clusters Score -2205277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2205285.250000 Penalty: 2946.159912
	Iteration 22Q: 3 clusters Score -2205285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2205288.500000 Penalty: 2946.159912
	Iteration 23Q: 3 clusters Score -2205288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2205290.500000 Penalty: 2946.159912
	Iteration 24Q: 3 clusters Score -2205290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2205289.000000 Penalty: 2946.159912
	Iteration 25Q: 3 clusters Score -2205289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2205289.000000 Penalty: 2946.159912
	Iteration 26F: 3 clusters Score -2205289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1320241.000000 Penalty: 1397.193481
	Iteration 0F: 2 clusters Score -1320241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1312331.125000 Penalty: 2794.386963
	Iteration 0F: 3 clusters Score -1312331 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1314987.875000 Penalty: 2794.386963
	Iteration 1F: 3 clusters Score -1314988 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1315342.875000 Penalty: 2794.386963
	Iteration 2F: 3 clusters Score -1315343 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1315630.875000 Penalty: 2794.386963
	Iteration 3F: 3 clusters Score -1315631 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1315871.125000 Penalty: 2794.386963
	Iteration 4Q: 3 clusters Score -1315871 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1316071.250000 Penalty: 2794.386963
	Iteration 5Q: 3 clusters Score -1316071 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1316275.625000 Penalty: 2794.386963
	Iteration 6Q: 3 clusters Score -1316276 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1316476.375000 Penalty: 2794.386963
	Iteration 7Q: 3 clusters Score -1316476 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1316697.125000 Penalty: 2794.386963
	Iteration 8Q: 3 clusters Score -1316697 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1316917.125000 Penalty: 2794.386963
	Iteration 9Q: 3 clusters Score -1316917 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1317183.000000 Penalty: 2794.386963
	Iteration 10Q: 3 clusters Score -1317183 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1317541.625000 Penalty: 2794.386963
	Iteration 11Q: 3 clusters Score -1317542 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1317917.250000 Penalty: 2794.386963
	Iteration 12Q: 3 clusters Score -1317917 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1318225.875000 Penalty: 2794.386963
	Iteration 13Q: 3 clusters Score -1318226 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1318437.750000 Penalty: 2794.386963
	Iteration 14Q: 3 clusters Score -1318438 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1318575.750000 Penalty: 2794.386963
	Iteration 15Q: 3 clusters Score -1318576 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1318666.875000 Penalty: 2794.386963
	Iteration 16Q: 3 clusters Score -1318667 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1318731.625000 Penalty: 2794.386963
	Iteration 17Q: 3 clusters Score -1318732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1318785.500000 Penalty: 2794.386963
	Iteration 18Q: 3 clusters Score -1318786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1318822.750000 Penalty: 2794.386963
	Iteration 19Q: 3 clusters Score -1318823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1318857.000000 Penalty: 2794.386963
	Iteration 20F: 3 clusters Score -1318857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1318892.375000 Penalty: 2794.386963
	Iteration 21Q: 3 clusters Score -1318892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1318917.125000 Penalty: 2794.386963
	Iteration 22Q: 3 clusters Score -1318917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1318939.875000 Penalty: 2794.386963
	Iteration 23Q: 3 clusters Score -1318940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1318962.500000 Penalty: 2794.386963
	Iteration 24Q: 3 clusters Score -1318962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1318976.000000 Penalty: 2794.386963
	Iteration 25Q: 3 clusters Score -1318976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1318999.625000 Penalty: 2794.386963
	Iteration 26Q: 3 clusters Score -1319000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1319021.750000 Penalty: 2794.386963
	Iteration 27Q: 3 clusters Score -1319022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1319037.500000 Penalty: 2794.386963
	Iteration 28Q: 3 clusters Score -1319038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1319054.500000 Penalty: 2794.386963
	Iteration 29Q: 3 clusters Score -1319054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1319070.375000 Penalty: 2794.386963
	Iteration 30Q: 3 clusters Score -1319070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1319086.375000 Penalty: 2794.386963
	Iteration 31Q: 3 clusters Score -1319086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1319100.500000 Penalty: 2794.386963
	Iteration 32Q: 3 clusters Score -1319100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1319107.500000 Penalty: 2794.386963
	Iteration 33Q: 3 clusters Score -1319108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1319116.750000 Penalty: 2794.386963
	Iteration 34Q: 3 clusters Score -1319117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1319121.375000 Penalty: 2794.386963
	Iteration 35Q: 3 clusters Score -1319121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1319131.500000 Penalty: 2794.386963
	Iteration 36Q: 3 clusters Score -1319132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1319135.500000 Penalty: 2794.386963
	Iteration 37Q: 3 clusters Score -1319136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1319141.500000 Penalty: 2794.386963
	Iteration 38Q: 3 clusters Score -1319142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1319147.875000 Penalty: 2794.386963
	Iteration 39Q: 3 clusters Score -1319148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1319155.500000 Penalty: 2794.386963
	Iteration 40F: 3 clusters Score -1319156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1319168.000000 Penalty: 2794.386963
	Iteration 41Q: 3 clusters Score -1319168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1319173.875000 Penalty: 2794.386963
	Iteration 42Q: 3 clusters Score -1319174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1319181.750000 Penalty: 2794.386963
	Iteration 43Q: 3 clusters Score -1319182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1319196.250000 Penalty: 2794.386963
	Iteration 44Q: 3 clusters Score -1319196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1319210.250000 Penalty: 2794.386963
	Iteration 45Q: 3 clusters Score -1319210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1319218.125000 Penalty: 2794.386963
	Iteration 46Q: 3 clusters Score -1319218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1319229.750000 Penalty: 2794.386963
	Iteration 47Q: 3 clusters Score -1319230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1319245.000000 Penalty: 2794.386963
	Iteration 48Q: 3 clusters Score -1319245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1319255.875000 Penalty: 2794.386963
	Iteration 49Q: 3 clusters Score -1319256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1319264.125000 Penalty: 2794.386963
	Iteration 50Q: 3 clusters Score -1319264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1319279.625000 Penalty: 2794.386963
	Iteration 51Q: 3 clusters Score -1319280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1319293.000000 Penalty: 2794.386963
	Iteration 52Q: 3 clusters Score -1319293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1319299.875000 Penalty: 2794.386963
	Iteration 53Q: 3 clusters Score -1319300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1319305.500000 Penalty: 2794.386963
	Iteration 54Q: 3 clusters Score -1319306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1319310.500000 Penalty: 2794.386963
	Iteration 55Q: 3 clusters Score -1319310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1319322.000000 Penalty: 2794.386963
	Iteration 56Q: 3 clusters Score -1319322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1319330.500000 Penalty: 2794.386963
	Iteration 57Q: 3 clusters Score -1319330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1319332.375000 Penalty: 2794.386963
	Iteration 58Q: 3 clusters Score -1319332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1319333.250000 Penalty: 2794.386963
	Iteration 59Q: 3 clusters Score -1319333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1319337.000000 Penalty: 2794.386963
	Iteration 60F: 3 clusters Score -1319337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1319346.500000 Penalty: 2794.386963
	Iteration 61Q: 3 clusters Score -1319346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1319349.125000 Penalty: 2794.386963
	Iteration 62Q: 3 clusters Score -1319349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1319355.250000 Penalty: 2794.386963
	Iteration 63Q: 3 clusters Score -1319355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1319362.000000 Penalty: 2794.386963
	Iteration 64Q: 3 clusters Score -1319362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1319373.625000 Penalty: 2794.386963
	Iteration 65Q: 3 clusters Score -1319374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1319384.250000 Penalty: 2794.386963
	Iteration 66Q: 3 clusters Score -1319384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1319393.500000 Penalty: 2794.386963
	Iteration 67Q: 3 clusters Score -1319394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1319406.375000 Penalty: 2794.386963
	Iteration 68Q: 3 clusters Score -1319406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1319421.125000 Penalty: 2794.386963
	Iteration 69Q: 3 clusters Score -1319421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1319432.750000 Penalty: 2794.386963
	Iteration 70Q: 3 clusters Score -1319433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1319449.000000 Penalty: 2794.386963
	Iteration 71Q: 3 clusters Score -1319449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1319453.375000 Penalty: 2794.386963
	Iteration 72Q: 3 clusters Score -1319453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1319464.875000 Penalty: 2794.386963
	Iteration 73Q: 3 clusters Score -1319465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1319483.625000 Penalty: 2794.386963
	Iteration 74Q: 3 clusters Score -1319484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1319494.125000 Penalty: 2794.386963
	Iteration 75Q: 3 clusters Score -1319494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1319508.625000 Penalty: 2794.386963
	Iteration 76Q: 3 clusters Score -1319509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1319519.375000 Penalty: 2794.386963
	Iteration 77Q: 3 clusters Score -1319519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1319531.250000 Penalty: 2794.386963
	Iteration 78Q: 3 clusters Score -1319531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1319541.875000 Penalty: 2794.386963
	Iteration 79Q: 3 clusters Score -1319542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1319551.750000 Penalty: 2794.386963
	Iteration 80F: 3 clusters Score -1319552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1319564.250000 Penalty: 2794.386963
	Iteration 81Q: 3 clusters Score -1319564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1319591.000000 Penalty: 2794.386963
	Iteration 82Q: 3 clusters Score -1319591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1319609.750000 Penalty: 2794.386963
	Iteration 83Q: 3 clusters Score -1319610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1319642.375000 Penalty: 2794.386963
	Iteration 84Q: 3 clusters Score -1319642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1319675.875000 Penalty: 2794.386963
	Iteration 85Q: 3 clusters Score -1319676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1319704.250000 Penalty: 2794.386963
	Iteration 86Q: 3 clusters Score -1319704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1319732.125000 Penalty: 2794.386963
	Iteration 87Q: 3 clusters Score -1319732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1319762.875000 Penalty: 2794.386963
	Iteration 88Q: 3 clusters Score -1319763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1319781.625000 Penalty: 2794.386963
	Iteration 89Q: 3 clusters Score -1319782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1319793.125000 Penalty: 2794.386963
	Iteration 90Q: 3 clusters Score -1319793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1319809.250000 Penalty: 2794.386963
	Iteration 91Q: 3 clusters Score -1319809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1319817.625000 Penalty: 2794.386963
	Iteration 92Q: 3 clusters Score -1319818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1319822.750000 Penalty: 2794.386963
	Iteration 93Q: 3 clusters Score -1319823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1319835.000000 Penalty: 2794.386963
	Iteration 94Q: 3 clusters Score -1319835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1319844.125000 Penalty: 2794.386963
	Iteration 95Q: 3 clusters Score -1319844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1319853.375000 Penalty: 2794.386963
	Iteration 96Q: 3 clusters Score -1319853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1319858.875000 Penalty: 2794.386963
	Iteration 97Q: 3 clusters Score -1319859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1319867.625000 Penalty: 2794.386963
	Iteration 98Q: 3 clusters Score -1319868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1319877.250000 Penalty: 2794.386963
	Iteration 99Q: 3 clusters Score -1319877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1319879.125000 Penalty: 2794.386963
	Iteration 100F: 3 clusters Score -1319879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1319880.375000 Penalty: 2794.386963
	Iteration 101Q: 3 clusters Score -1319880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1319882.375000 Penalty: 2794.386963
	Iteration 102Q: 3 clusters Score -1319882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1319883.625000 Penalty: 2794.386963
	Iteration 103Q: 3 clusters Score -1319884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1319883.625000 Penalty: 2794.386963
	Iteration 104F: 3 clusters Score -1319884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Entering Unmasked Estep 
Score: -2584758.000000 Penalty: 1487.949707
	Iteration 0F: 2 clusters Score -2584758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2570288.750000 Penalty: 2975.899414
	Iteration 0F: 3 clusters Score -2570289 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2575463.000000 Penalty: 2975.899414
	Iteration 1F: 3 clusters Score -2575463 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2575789.750000 Penalty: 2975.899414
	Iteration 2Q: 3 clusters Score -2575790 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2576065.000000 Penalty: 2975.899414
	Iteration 3Q: 3 clusters Score -2576065 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2576297.500000 Penalty: 2975.899414
	Iteration 4Q: 3 clusters Score -2576298 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2576479.750000 Penalty: 2975.899414
	Iteration 5Q: 3 clusters Score -2576480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2576677.000000 Penalty: 2975.899414
	Iteration 6Q: 3 clusters Score -2576677 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2576847.750000 Penalty: 2975.899414
	Iteration 7Q: 3 clusters Score -2576848 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2577053.750000 Penalty: 2975.899414
	Iteration 8Q: 3 clusters Score -2577054 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2577245.000000 Penalty: 2975.899414
	Iteration 9Q: 3 clusters Score -2577245 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2577447.250000 Penalty: 2975.899414
	Iteration 10Q: 3 clusters Score -2577447 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2577670.500000 Penalty: 2975.899414
	Iteration 11Q: 3 clusters Score -2577670 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2577907.750000 Penalty: 2975.899414
	Iteration 12Q: 3 clusters Score -2577908 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2578147.750000 Penalty: 2975.899414
	Iteration 13Q: 3 clusters Score -2578148 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2578380.000000 Penalty: 2975.899414
	Iteration 14Q: 3 clusters Score -2578380 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2578680.750000 Penalty: 2975.899414
	Iteration 15Q: 3 clusters Score -2578681 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2579021.250000 Penalty: 2975.899414
	Iteration 16Q: 3 clusters Score -2579021 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2579408.750000 Penalty: 2975.899414
	Iteration 17Q: 3 clusters Score -2579409 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2579805.250000 Penalty: 2975.899414
	Iteration 18Q: 3 clusters Score -2579805 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2580262.250000 Penalty: 2975.899414
	Iteration 19Q: 3 clusters Score -2580262 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2580787.750000 Penalty: 2975.899414
	Iteration 20F: 3 clusters Score -2580788 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2581354.500000 Penalty: 2975.899414
	Iteration 21Q: 3 clusters Score -2581354 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2581920.500000 Penalty: 2975.899414
	Iteration 22Q: 3 clusters Score -2581920 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2582385.250000 Penalty: 2975.899414
	Iteration 23Q: 3 clusters Score -2582385 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2582745.000000 Penalty: 2975.899414
	Iteration 24Q: 3 clusters Score -2582745 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2583014.250000 Penalty: 2975.899414
	Iteration 25Q: 3 clusters Score -2583014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2583178.250000 Penalty: 2975.899414
	Iteration 26Q: 3 clusters Score -2583178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2583299.250000 Penalty: 2975.899414
	Iteration 27Q: 3 clusters Score -2583299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2583383.000000 Penalty: 2975.899414
	Iteration 28Q: 3 clusters Score -2583383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2583442.500000 Penalty: 2975.899414
	Iteration 29Q: 3 clusters Score -2583442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2583470.500000 Penalty: 2975.899414
	Iteration 30Q: 3 clusters Score -2583470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2583487.250000 Penalty: 2975.899414
	Iteration 31Q: 3 clusters Score -2583487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2583506.000000 Penalty: 2975.899414
	Iteration 32Q: 3 clusters Score -2583506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2583514.500000 Penalty: 2975.899414
	Iteration 33Q: 3 clusters Score -2583514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2583521.500000 Penalty: 2975.899414
	Iteration 34Q: 3 clusters Score -2583522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2583523.750000 Penalty: 2975.899414
	Iteration 35Q: 3 clusters Score -2583524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2583522.250000 Penalty: 2975.899414
	Iteration 36Q: 3 clusters Score -2583522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2583522.250000 Penalty: 2975.899414
	Iteration 37F: 3 clusters Score -2583522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Entering Unmasked Estep 
Score: -1588146.375000 Penalty: 1423.345581
	Iteration 0F: 2 clusters Score -1588146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1578666.875000 Penalty: 2846.691162
	Iteration 0F: 3 clusters Score -1578667 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1581987.000000 Penalty: 2846.691162
	Iteration 1F: 3 clusters Score -1581987 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1582407.375000 Penalty: 2846.691162
	Iteration 2F: 3 clusters Score -1582407 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1582736.750000 Penalty: 2846.691162
	Iteration 3F: 3 clusters Score -1582737 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1583009.125000 Penalty: 2846.691162
	Iteration 4Q: 3 clusters Score -1583009 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1583283.250000 Penalty: 2846.691162
	Iteration 5Q: 3 clusters Score -1583283 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1583566.125000 Penalty: 2846.691162
	Iteration 6Q: 3 clusters Score -1583566 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1583888.000000 Penalty: 2846.691162
	Iteration 7Q: 3 clusters Score -1583888 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1584245.875000 Penalty: 2846.691162
	Iteration 8Q: 3 clusters Score -1584246 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1584629.250000 Penalty: 2846.691162
	Iteration 9Q: 3 clusters Score -1584629 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1585026.500000 Penalty: 2846.691162
	Iteration 10Q: 3 clusters Score -1585026 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1585390.750000 Penalty: 2846.691162
	Iteration 11Q: 3 clusters Score -1585391 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1585666.500000 Penalty: 2846.691162
	Iteration 12Q: 3 clusters Score -1585666 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1585882.000000 Penalty: 2846.691162
	Iteration 13Q: 3 clusters Score -1585882 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1586037.125000 Penalty: 2846.691162
	Iteration 14Q: 3 clusters Score -1586037 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1586141.625000 Penalty: 2846.691162
	Iteration 15Q: 3 clusters Score -1586142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1586224.750000 Penalty: 2846.691162
	Iteration 16Q: 3 clusters Score -1586225 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1586324.500000 Penalty: 2846.691162
	Iteration 17Q: 3 clusters Score -1586324 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1586426.250000 Penalty: 2846.691162
	Iteration 18Q: 3 clusters Score -1586426 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1586521.500000 Penalty: 2846.691162
	Iteration 19Q: 3 clusters Score -1586522 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1586614.875000 Penalty: 2846.691162
	Iteration 20F: 3 clusters Score -1586615 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1586702.250000 Penalty: 2846.691162
	Iteration 21Q: 3 clusters Score -1586702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1586785.750000 Penalty: 2846.691162
	Iteration 22Q: 3 clusters Score -1586786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1586866.375000 Penalty: 2846.691162
	Iteration 23Q: 3 clusters Score -1586866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1586945.375000 Penalty: 2846.691162
	Iteration 24Q: 3 clusters Score -1586945 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1587031.000000 Penalty: 2846.691162
	Iteration 25Q: 3 clusters Score -1587031 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1587130.375000 Penalty: 2846.691162
	Iteration 26Q: 3 clusters Score -1587130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1587208.750000 Penalty: 2846.691162
	Iteration 27Q: 3 clusters Score -1587209 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1587263.250000 Penalty: 2846.691162
	Iteration 28Q: 3 clusters Score -1587263 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1587313.250000 Penalty: 2846.691162
	Iteration 29Q: 3 clusters Score -1587313 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1587346.125000 Penalty: 2846.691162
	Iteration 30Q: 3 clusters Score -1587346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1587382.000000 Penalty: 2846.691162
	Iteration 31Q: 3 clusters Score -1587382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1587393.000000 Penalty: 2846.691162
	Iteration 32Q: 3 clusters Score -1587393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1587401.250000 Penalty: 2846.691162
	Iteration 33Q: 3 clusters Score -1587401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1587407.750000 Penalty: 2846.691162
	Iteration 34Q: 3 clusters Score -1587408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1587417.875000 Penalty: 2846.691162
	Iteration 35Q: 3 clusters Score -1587418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1587419.875000 Penalty: 2846.691162
	Iteration 36Q: 3 clusters Score -1587420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1587423.750000 Penalty: 2846.691162
	Iteration 37Q: 3 clusters Score -1587424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1587428.125000 Penalty: 2846.691162
	Iteration 38Q: 3 clusters Score -1587428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1587429.125000 Penalty: 2846.691162
	Iteration 39Q: 3 clusters Score -1587429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1587438.750000 Penalty: 2846.691162
	Iteration 40F: 3 clusters Score -1587439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1587443.875000 Penalty: 2846.691162
	Iteration 41Q: 3 clusters Score -1587444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1587447.000000 Penalty: 2846.691162
	Iteration 42Q: 3 clusters Score -1587447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1587446.625000 Penalty: 2846.691162
	Iteration 43Q: 3 clusters Score -1587447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1587447.125000 Penalty: 2846.691162
	Iteration 44Q: 3 clusters Score -1587447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1587449.750000 Penalty: 2846.691162
	Iteration 45Q: 3 clusters Score -1587450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1587454.625000 Penalty: 2846.691162
	Iteration 46Q: 3 clusters Score -1587455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1587455.375000 Penalty: 2846.691162
	Iteration 47Q: 3 clusters Score -1587455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1587458.875000 Penalty: 2846.691162
	Iteration 48Q: 3 clusters Score -1587459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1587459.125000 Penalty: 2846.691162
	Iteration 49Q: 3 clusters Score -1587459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1587462.875000 Penalty: 2846.691162
	Iteration 50Q: 3 clusters Score -1587463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1587457.250000 Penalty: 2846.691162
	Iteration 51Q: 3 clusters Score -1587457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1587461.000000 Penalty: 2846.691162
	Iteration 52Q: 3 clusters Score -1587461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1587463.125000 Penalty: 2846.691162
	Iteration 53Q: 3 clusters Score -1587463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1587464.625000 Penalty: 2846.691162
	Iteration 54Q: 3 clusters Score -1587465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1587467.375000 Penalty: 2846.691162
	Iteration 55Q: 3 clusters Score -1587467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1587469.750000 Penalty: 2846.691162
	Iteration 56Q: 3 clusters Score -1587470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1587467.750000 Penalty: 2846.691162
	Iteration 57Q: 3 clusters Score -1587468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1587469.375000 Penalty: 2846.691162
	Iteration 58Q: 3 clusters Score -1587469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1587471.375000 Penalty: 2846.691162
	Iteration 59Q: 3 clusters Score -1587471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1587471.000000 Penalty: 2846.691162
	Iteration 60F: 3 clusters Score -1587471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1587468.750000 Penalty: 2846.691162
	Iteration 61Q: 3 clusters Score -1587469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1587468.750000 Penalty: 2846.691162
	Iteration 62F: 3 clusters Score -1587469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -37181.101562 Penalty: 896.289001
	Iteration 0F: 2 clusters Score -37181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36335.320312 Penalty: 1792.578003
	Iteration 0F: 3 clusters Score -36335.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36474.394531 Penalty: 1792.578003
	Iteration 1F: 3 clusters Score -36474.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36532.093750 Penalty: 1792.578003
	Iteration 2Q: 3 clusters Score -36532.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36563.257812 Penalty: 1792.578003
	Iteration 3Q: 3 clusters Score -36563.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36576.449219 Penalty: 1792.578003
	Iteration 4Q: 3 clusters Score -36576.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36591.566406 Penalty: 1792.578003
	Iteration 5Q: 3 clusters Score -36591.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36610.957031 Penalty: 1792.578003
	Iteration 6Q: 3 clusters Score -36610.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36622.140625 Penalty: 1792.578003
	Iteration 7Q: 3 clusters Score -36622.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36632.515625 Penalty: 1792.578003
	Iteration 8Q: 3 clusters Score -36632.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36649.402344 Penalty: 1792.578003
	Iteration 9Q: 3 clusters Score -36649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36662.414062 Penalty: 1792.578003
	Iteration 10Q: 3 clusters Score -36662.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36664.710938 Penalty: 1792.578003
	Iteration 11Q: 3 clusters Score -36664.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36664.710938 Penalty: 1792.578003
	Iteration 12F: 3 clusters Score -36664.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Entering Unmasked Estep 
Score: -2963295.500000 Penalty: 1508.594238
	Iteration 0F: 2 clusters Score -2963296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2946762.250000 Penalty: 3017.188477
	Iteration 0F: 3 clusters Score -2946762 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2952829.250000 Penalty: 3017.188477
	Iteration 1F: 3 clusters Score -2952829 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2953272.500000 Penalty: 3017.188477
	Iteration 2Q: 3 clusters Score -2953272 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2953631.500000 Penalty: 3017.188477
	Iteration 3Q: 3 clusters Score -2953632 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2954018.750000 Penalty: 3017.188477
	Iteration 4Q: 3 clusters Score -2954019 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2954423.000000 Penalty: 3017.188477
	Iteration 5Q: 3 clusters Score -2954423 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2954919.500000 Penalty: 3017.188477
	Iteration 6Q: 3 clusters Score -2954920 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2955546.000000 Penalty: 3017.188477
	Iteration 7Q: 3 clusters Score -2955546 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2956271.750000 Penalty: 3017.188477
	Iteration 8F: 3 clusters Score -2956272 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2957131.750000 Penalty: 3017.188477
	Iteration 9F: 3 clusters Score -2957132 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2958046.000000 Penalty: 3017.188477
	Iteration 10F: 3 clusters Score -2958046 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2959007.750000 Penalty: 3017.188477
	Iteration 11Q: 3 clusters Score -2959008 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2959916.250000 Penalty: 3017.188477
	Iteration 12Q: 3 clusters Score -2959916 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2960629.750000 Penalty: 3017.188477
	Iteration 13Q: 3 clusters Score -2960630 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2961083.750000 Penalty: 3017.188477
	Iteration 14Q: 3 clusters Score -2961084 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2961292.250000 Penalty: 3017.188477
	Iteration 15Q: 3 clusters Score -2961292 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2961432.000000 Penalty: 3017.188477
	Iteration 16Q: 3 clusters Score -2961432 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2961546.000000 Penalty: 3017.188477
	Iteration 17Q: 3 clusters Score -2961546 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2961620.000000 Penalty: 3017.188477
	Iteration 18Q: 3 clusters Score -2961620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2961663.000000 Penalty: 3017.188477
	Iteration 19Q: 3 clusters Score -2961663 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2961698.750000 Penalty: 3017.188477
	Iteration 20F: 3 clusters Score -2961699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2961737.500000 Penalty: 3017.188477
	Iteration 21Q: 3 clusters Score -2961738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2961769.250000 Penalty: 3017.188477
	Iteration 22Q: 3 clusters Score -2961769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2961806.500000 Penalty: 3017.188477
	Iteration 23Q: 3 clusters Score -2961806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2961824.500000 Penalty: 3017.188477
	Iteration 24Q: 3 clusters Score -2961824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2961843.000000 Penalty: 3017.188477
	Iteration 25Q: 3 clusters Score -2961843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2961854.000000 Penalty: 3017.188477
	Iteration 26Q: 3 clusters Score -2961854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2961871.500000 Penalty: 3017.188477
	Iteration 27Q: 3 clusters Score -2961872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2961901.500000 Penalty: 3017.188477
	Iteration 28Q: 3 clusters Score -2961902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2961918.000000 Penalty: 3017.188477
	Iteration 29Q: 3 clusters Score -2961918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2961930.500000 Penalty: 3017.188477
	Iteration 30Q: 3 clusters Score -2961930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2961938.000000 Penalty: 3017.188477
	Iteration 31Q: 3 clusters Score -2961938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2961943.000000 Penalty: 3017.188477
	Iteration 32Q: 3 clusters Score -2961943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2961949.750000 Penalty: 3017.188477
	Iteration 33Q: 3 clusters Score -2961950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2961957.750000 Penalty: 3017.188477
	Iteration 34Q: 3 clusters Score -2961958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2961969.250000 Penalty: 3017.188477
	Iteration 35Q: 3 clusters Score -2961969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2961974.000000 Penalty: 3017.188477
	Iteration 36Q: 3 clusters Score -2961974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2961978.500000 Penalty: 3017.188477
	Iteration 37Q: 3 clusters Score -2961978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2961989.000000 Penalty: 3017.188477
	Iteration 38Q: 3 clusters Score -2961989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2961995.500000 Penalty: 3017.188477
	Iteration 39Q: 3 clusters Score -2961996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2962003.500000 Penalty: 3017.188477
	Iteration 40F: 3 clusters Score -2962004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2962004.250000 Penalty: 3017.188477
	Iteration 41Q: 3 clusters Score -2962004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2962006.750000 Penalty: 3017.188477
	Iteration 42Q: 3 clusters Score -2962007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2962009.750000 Penalty: 3017.188477
	Iteration 43Q: 3 clusters Score -2962010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2962009.750000 Penalty: 3017.188477
	Iteration 44Q: 3 clusters Score -2962010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2962013.000000 Penalty: 3017.188477
	Iteration 45Q: 3 clusters Score -2962013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2962013.000000 Penalty: 3017.188477
	Iteration 46F: 3 clusters Score -2962013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -671476.500000 Penalty: 1294.363770
	Iteration 0F: 2 clusters Score -671476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -667192.437500 Penalty: 2588.727539
	Iteration 0F: 3 clusters Score -667192.4 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -668430.250000 Penalty: 2588.727539
	Iteration 1F: 3 clusters Score -668430.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -668658.687500 Penalty: 2588.727539
	Iteration 2F: 3 clusters Score -668658.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -668810.500000 Penalty: 2588.727539
	Iteration 3Q: 3 clusters Score -668810.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -668921.937500 Penalty: 2588.727539
	Iteration 4Q: 3 clusters Score -668921.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -668996.000000 Penalty: 2588.727539
	Iteration 5Q: 3 clusters Score -668996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -669044.875000 Penalty: 2588.727539
	Iteration 6Q: 3 clusters Score -669044.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -669075.062500 Penalty: 2588.727539
	Iteration 7Q: 3 clusters Score -669075.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -669103.562500 Penalty: 2588.727539
	Iteration 8Q: 3 clusters Score -669103.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -669124.750000 Penalty: 2588.727539
	Iteration 9Q: 3 clusters Score -669124.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -669146.312500 Penalty: 2588.727539
	Iteration 10Q: 3 clusters Score -669146.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -669162.500000 Penalty: 2588.727539
	Iteration 11Q: 3 clusters Score -669162.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -669173.562500 Penalty: 2588.727539
	Iteration 12Q: 3 clusters Score -669173.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -669182.875000 Penalty: 2588.727539
	Iteration 13Q: 3 clusters Score -669182.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -669191.562500 Penalty: 2588.727539
	Iteration 14Q: 3 clusters Score -669191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -669196.562500 Penalty: 2588.727539
	Iteration 15Q: 3 clusters Score -669196.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -669202.625000 Penalty: 2588.727539
	Iteration 16Q: 3 clusters Score -669202.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -669209.125000 Penalty: 2588.727539
	Iteration 17Q: 3 clusters Score -669209.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -669217.062500 Penalty: 2588.727539
	Iteration 18Q: 3 clusters Score -669217.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -669222.625000 Penalty: 2588.727539
	Iteration 19Q: 3 clusters Score -669222.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -669230.812500 Penalty: 2588.727539
	Iteration 20F: 3 clusters Score -669230.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -669239.375000 Penalty: 2588.727539
	Iteration 21Q: 3 clusters Score -669239.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -669243.312500 Penalty: 2588.727539
	Iteration 22Q: 3 clusters Score -669243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -669247.187500 Penalty: 2588.727539
	Iteration 23Q: 3 clusters Score -669247.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -669255.062500 Penalty: 2588.727539
	Iteration 24Q: 3 clusters Score -669255.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -669260.562500 Penalty: 2588.727539
	Iteration 25Q: 3 clusters Score -669260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -669267.375000 Penalty: 2588.727539
	Iteration 26Q: 3 clusters Score -669267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -669270.687500 Penalty: 2588.727539
	Iteration 27Q: 3 clusters Score -669270.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -669271.562500 Penalty: 2588.727539
	Iteration 28Q: 3 clusters Score -669271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -669276.687500 Penalty: 2588.727539
	Iteration 29Q: 3 clusters Score -669276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -669276.875000 Penalty: 2588.727539
	Iteration 30Q: 3 clusters Score -669276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -669278.750000 Penalty: 2588.727539
	Iteration 31Q: 3 clusters Score -669278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -669278.875000 Penalty: 2588.727539
	Iteration 32Q: 3 clusters Score -669278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -669282.812500 Penalty: 2588.727539
	Iteration 33Q: 3 clusters Score -669282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -669283.187500 Penalty: 2588.727539
	Iteration 34Q: 3 clusters Score -669283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -669288.500000 Penalty: 2588.727539
	Iteration 35Q: 3 clusters Score -669288.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -669290.875000 Penalty: 2588.727539
	Iteration 36Q: 3 clusters Score -669290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -669293.437500 Penalty: 2588.727539
	Iteration 37Q: 3 clusters Score -669293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -669297.375000 Penalty: 2588.727539
	Iteration 38Q: 3 clusters Score -669297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -669297.625000 Penalty: 2588.727539
	Iteration 39Q: 3 clusters Score -669297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -669300.125000 Penalty: 2588.727539
	Iteration 40F: 3 clusters Score -669300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -669300.875000 Penalty: 2588.727539
	Iteration 41Q: 3 clusters Score -669300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -669299.875000 Penalty: 2588.727539
	Iteration 42Q: 3 clusters Score -669299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -669302.062500 Penalty: 2588.727539
	Iteration 43Q: 3 clusters Score -669302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -669300.562500 Penalty: 2588.727539
	Iteration 44Q: 3 clusters Score -669300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -669300.562500 Penalty: 2588.727539
	Iteration 45F: 3 clusters Score -669300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Entering Unmasked Estep 
Score: -1891287.500000 Penalty: 1439.408691
	Iteration 0F: 2 clusters Score -1891288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1880818.625000 Penalty: 2878.817383
	Iteration 0F: 3 clusters Score -1880819 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1884350.125000 Penalty: 2878.817383
	Iteration 1F: 3 clusters Score -1884350 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1884710.750000 Penalty: 2878.817383
	Iteration 2F: 3 clusters Score -1884711 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1885027.875000 Penalty: 2878.817383
	Iteration 3F: 3 clusters Score -1885028 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1885319.750000 Penalty: 2878.817383
	Iteration 4Q: 3 clusters Score -1885320 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1885606.500000 Penalty: 2878.817383
	Iteration 5Q: 3 clusters Score -1885606 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1885901.625000 Penalty: 2878.817383
	Iteration 6Q: 3 clusters Score -1885902 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1886200.125000 Penalty: 2878.817383
	Iteration 7Q: 3 clusters Score -1886200 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1886526.375000 Penalty: 2878.817383
	Iteration 8Q: 3 clusters Score -1886526 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1886903.625000 Penalty: 2878.817383
	Iteration 9Q: 3 clusters Score -1886904 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1887259.000000 Penalty: 2878.817383
	Iteration 10Q: 3 clusters Score -1887259 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1887572.500000 Penalty: 2878.817383
	Iteration 11Q: 3 clusters Score -1887572 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1887836.000000 Penalty: 2878.817383
	Iteration 12Q: 3 clusters Score -1887836 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1888063.750000 Penalty: 2878.817383
	Iteration 13Q: 3 clusters Score -1888064 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1888255.875000 Penalty: 2878.817383
	Iteration 14Q: 3 clusters Score -1888256 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1888426.375000 Penalty: 2878.817383
	Iteration 15Q: 3 clusters Score -1888426 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1888600.500000 Penalty: 2878.817383
	Iteration 16Q: 3 clusters Score -1888600 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1888765.750000 Penalty: 2878.817383
	Iteration 17Q: 3 clusters Score -1888766 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1888932.500000 Penalty: 2878.817383
	Iteration 18Q: 3 clusters Score -1888932 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1889059.750000 Penalty: 2878.817383
	Iteration 19Q: 3 clusters Score -1889060 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1889193.250000 Penalty: 2878.817383
	Iteration 20F: 3 clusters Score -1889193 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1889328.625000 Penalty: 2878.817383
	Iteration 21Q: 3 clusters Score -1889329 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1889448.875000 Penalty: 2878.817383
	Iteration 22Q: 3 clusters Score -1889449 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1889565.625000 Penalty: 2878.817383
	Iteration 23Q: 3 clusters Score -1889566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1889667.625000 Penalty: 2878.817383
	Iteration 24Q: 3 clusters Score -1889668 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1889754.250000 Penalty: 2878.817383
	Iteration 25Q: 3 clusters Score -1889754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1889826.375000 Penalty: 2878.817383
	Iteration 26Q: 3 clusters Score -1889826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1889903.125000 Penalty: 2878.817383
	Iteration 27Q: 3 clusters Score -1889903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1889957.625000 Penalty: 2878.817383
	Iteration 28Q: 3 clusters Score -1889958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1889991.375000 Penalty: 2878.817383
	Iteration 29Q: 3 clusters Score -1889991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1890024.875000 Penalty: 2878.817383
	Iteration 30Q: 3 clusters Score -1890025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1890050.750000 Penalty: 2878.817383
	Iteration 31Q: 3 clusters Score -1890051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1890072.375000 Penalty: 2878.817383
	Iteration 32Q: 3 clusters Score -1890072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1890082.500000 Penalty: 2878.817383
	Iteration 33Q: 3 clusters Score -1890082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1890091.750000 Penalty: 2878.817383
	Iteration 34Q: 3 clusters Score -1890092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1890097.125000 Penalty: 2878.817383
	Iteration 35Q: 3 clusters Score -1890097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1890103.000000 Penalty: 2878.817383
	Iteration 36Q: 3 clusters Score -1890103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1890104.125000 Penalty: 2878.817383
	Iteration 37Q: 3 clusters Score -1890104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1890105.625000 Penalty: 2878.817383
	Iteration 38Q: 3 clusters Score -1890106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1890105.375000 Penalty: 2878.817383
	Iteration 39Q: 3 clusters Score -1890105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1890106.875000 Penalty: 2878.817383
	Iteration 40F: 3 clusters Score -1890107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1890107.875000 Penalty: 2878.817383
	Iteration 41Q: 3 clusters Score -1890108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1890107.625000 Penalty: 2878.817383
	Iteration 42Q: 3 clusters Score -1890108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1890110.875000 Penalty: 2878.817383
	Iteration 43Q: 3 clusters Score -1890111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1890113.000000 Penalty: 2878.817383
	Iteration 44Q: 3 clusters Score -1890113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1890114.875000 Penalty: 2878.817383
	Iteration 45Q: 3 clusters Score -1890115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1890118.375000 Penalty: 2878.817383
	Iteration 46Q: 3 clusters Score -1890118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1890123.375000 Penalty: 2878.817383
	Iteration 47Q: 3 clusters Score -1890123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1890126.500000 Penalty: 2878.817383
	Iteration 48Q: 3 clusters Score -1890126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1890126.750000 Penalty: 2878.817383
	Iteration 49Q: 3 clusters Score -1890127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1890126.375000 Penalty: 2878.817383
	Iteration 50Q: 3 clusters Score -1890126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1890132.500000 Penalty: 2878.817383
	Iteration 51Q: 3 clusters Score -1890132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1890132.500000 Penalty: 2878.817383
	Iteration 52F: 3 clusters Score -1890132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -299504.468750 Penalty: 1178.346069
	Iteration 0F: 2 clusters Score -299504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297123.687500 Penalty: 2356.692139
	Iteration 0F: 3 clusters Score -297123.7 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -297737.125000 Penalty: 2356.692139
	Iteration 1F: 3 clusters Score -297737.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297893.687500 Penalty: 2356.692139
	Iteration 2F: 3 clusters Score -297893.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -297982.625000 Penalty: 2356.692139
	Iteration 3Q: 3 clusters Score -297982.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -298032.812500 Penalty: 2356.692139
	Iteration 4Q: 3 clusters Score -298032.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -298066.437500 Penalty: 2356.692139
	Iteration 5Q: 3 clusters Score -298066.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -298087.562500 Penalty: 2356.692139
	Iteration 6Q: 3 clusters Score -298087.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -298115.031250 Penalty: 2356.692139
	Iteration 7Q: 3 clusters Score -298115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -298132.750000 Penalty: 2356.692139
	Iteration 8Q: 3 clusters Score -298132.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -298150.656250 Penalty: 2356.692139
	Iteration 9Q: 3 clusters Score -298150.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -298165.531250 Penalty: 2356.692139
	Iteration 10Q: 3 clusters Score -298165.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -298179.281250 Penalty: 2356.692139
	Iteration 11Q: 3 clusters Score -298179.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -298190.781250 Penalty: 2356.692139
	Iteration 12Q: 3 clusters Score -298190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -298194.906250 Penalty: 2356.692139
	Iteration 13Q: 3 clusters Score -298194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -298200.968750 Penalty: 2356.692139
	Iteration 14Q: 3 clusters Score -298201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -298209.093750 Penalty: 2356.692139
	Iteration 15Q: 3 clusters Score -298209.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -298214.968750 Penalty: 2356.692139
	Iteration 16Q: 3 clusters Score -298215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298221.437500 Penalty: 2356.692139
	Iteration 17Q: 3 clusters Score -298221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -298226.468750 Penalty: 2356.692139
	Iteration 18Q: 3 clusters Score -298226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -298230.906250 Penalty: 2356.692139
	Iteration 19Q: 3 clusters Score -298230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298233.218750 Penalty: 2356.692139
	Iteration 20F: 3 clusters Score -298233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298233.937500 Penalty: 2356.692139
	Iteration 21Q: 3 clusters Score -298233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -298235.781250 Penalty: 2356.692139
	Iteration 22Q: 3 clusters Score -298235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -298237.562500 Penalty: 2356.692139
	Iteration 23Q: 3 clusters Score -298237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298238.656250 Penalty: 2356.692139
	Iteration 24Q: 3 clusters Score -298238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298238.968750 Penalty: 2356.692139
	Iteration 25Q: 3 clusters Score -298239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298240.281250 Penalty: 2356.692139
	Iteration 26Q: 3 clusters Score -298240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298241.656250 Penalty: 2356.692139
	Iteration 27Q: 3 clusters Score -298241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -298243.781250 Penalty: 2356.692139
	Iteration 28Q: 3 clusters Score -298243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298247.156250 Penalty: 2356.692139
	Iteration 29Q: 3 clusters Score -298247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298249.531250 Penalty: 2356.692139
	Iteration 30Q: 3 clusters Score -298249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298251.750000 Penalty: 2356.692139
	Iteration 31Q: 3 clusters Score -298251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -298257.375000 Penalty: 2356.692139
	Iteration 32Q: 3 clusters Score -298257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298261.812500 Penalty: 2356.692139
	Iteration 33Q: 3 clusters Score -298261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298264.562500 Penalty: 2356.692139
	Iteration 34Q: 3 clusters Score -298264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -298266.937500 Penalty: 2356.692139
	Iteration 35Q: 3 clusters Score -298266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -298270.187500 Penalty: 2356.692139
	Iteration 36Q: 3 clusters Score -298270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298270.656250 Penalty: 2356.692139
	Iteration 37Q: 3 clusters Score -298270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298272.781250 Penalty: 2356.692139
	Iteration 38Q: 3 clusters Score -298272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -298275.281250 Penalty: 2356.692139
	Iteration 39Q: 3 clusters Score -298275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -298277.750000 Penalty: 2356.692139
	Iteration 40F: 3 clusters Score -298277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -298281.218750 Penalty: 2356.692139
	Iteration 41Q: 3 clusters Score -298281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -298284.656250 Penalty: 2356.692139
	Iteration 42Q: 3 clusters Score -298284.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298287.875000 Penalty: 2356.692139
	Iteration 43Q: 3 clusters Score -298287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -298290.375000 Penalty: 2356.692139
	Iteration 44Q: 3 clusters Score -298290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298291.062500 Penalty: 2356.692139
	Iteration 45Q: 3 clusters Score -298291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298292.031250 Penalty: 2356.692139
	Iteration 46Q: 3 clusters Score -298292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298292.593750 Penalty: 2356.692139
	Iteration 47Q: 3 clusters Score -298292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -298293.000000 Penalty: 2356.692139
	Iteration 48Q: 3 clusters Score -298293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -298293.000000 Penalty: 2356.692139
	Iteration 49F: 3 clusters Score -298293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Entering Unmasked Estep 
Score: -2948346.250000 Penalty: 1508.229004
	Iteration 0F: 2 clusters Score -2948346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2931744.500000 Penalty: 3016.458008
	Iteration 0F: 3 clusters Score -2931744 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2938000.000000 Penalty: 3016.458008
	Iteration 1F: 3 clusters Score -2938000 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2938538.500000 Penalty: 3016.458008
	Iteration 2F: 3 clusters Score -2938538 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2939017.750000 Penalty: 3016.458008
	Iteration 3Q: 3 clusters Score -2939018 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2939491.000000 Penalty: 3016.458008
	Iteration 4Q: 3 clusters Score -2939491 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2939988.000000 Penalty: 3016.458008
	Iteration 5Q: 3 clusters Score -2939988 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2940596.000000 Penalty: 3016.458008
	Iteration 6Q: 3 clusters Score -2940596 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2941255.250000 Penalty: 3016.458008
	Iteration 7Q: 3 clusters Score -2941255 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2942044.750000 Penalty: 3016.458008
	Iteration 8Q: 3 clusters Score -2942045 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2942876.500000 Penalty: 3016.458008
	Iteration 9Q: 3 clusters Score -2942876 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2943623.500000 Penalty: 3016.458008
	Iteration 10Q: 3 clusters Score -2943624 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2944178.250000 Penalty: 3016.458008
	Iteration 11Q: 3 clusters Score -2944178 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2944599.750000 Penalty: 3016.458008
	Iteration 12Q: 3 clusters Score -2944600 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2944873.500000 Penalty: 3016.458008
	Iteration 13Q: 3 clusters Score -2944874 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2945086.750000 Penalty: 3016.458008
	Iteration 14Q: 3 clusters Score -2945087 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2945226.500000 Penalty: 3016.458008
	Iteration 15Q: 3 clusters Score -2945226 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2945345.750000 Penalty: 3016.458008
	Iteration 16Q: 3 clusters Score -2945346 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2945442.500000 Penalty: 3016.458008
	Iteration 17Q: 3 clusters Score -2945442 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2945523.000000 Penalty: 3016.458008
	Iteration 18Q: 3 clusters Score -2945523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2945606.750000 Penalty: 3016.458008
	Iteration 19Q: 3 clusters Score -2945607 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2945675.500000 Penalty: 3016.458008
	Iteration 20F: 3 clusters Score -2945676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2945734.250000 Penalty: 3016.458008
	Iteration 21Q: 3 clusters Score -2945734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2945796.250000 Penalty: 3016.458008
	Iteration 22Q: 3 clusters Score -2945796 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2945869.250000 Penalty: 3016.458008
	Iteration 23Q: 3 clusters Score -2945869 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2945956.250000 Penalty: 3016.458008
	Iteration 24Q: 3 clusters Score -2945956 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2946031.000000 Penalty: 3016.458008
	Iteration 25Q: 3 clusters Score -2946031 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2946082.750000 Penalty: 3016.458008
	Iteration 26Q: 3 clusters Score -2946083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2946139.250000 Penalty: 3016.458008
	Iteration 27Q: 3 clusters Score -2946139 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2946196.250000 Penalty: 3016.458008
	Iteration 28Q: 3 clusters Score -2946196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2946261.750000 Penalty: 3016.458008
	Iteration 29Q: 3 clusters Score -2946262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2946323.000000 Penalty: 3016.458008
	Iteration 30Q: 3 clusters Score -2946323 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2946395.750000 Penalty: 3016.458008
	Iteration 31Q: 3 clusters Score -2946396 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2946455.250000 Penalty: 3016.458008
	Iteration 32Q: 3 clusters Score -2946455 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2946517.250000 Penalty: 3016.458008
	Iteration 33Q: 3 clusters Score -2946517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2946583.250000 Penalty: 3016.458008
	Iteration 34Q: 3 clusters Score -2946583 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2946638.500000 Penalty: 3016.458008
	Iteration 35Q: 3 clusters Score -2946638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2946687.250000 Penalty: 3016.458008
	Iteration 36Q: 3 clusters Score -2946687 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2946739.750000 Penalty: 3016.458008
	Iteration 37Q: 3 clusters Score -2946740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2946780.250000 Penalty: 3016.458008
	Iteration 38Q: 3 clusters Score -2946780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2946812.500000 Penalty: 3016.458008
	Iteration 39Q: 3 clusters Score -2946812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2946847.250000 Penalty: 3016.458008
	Iteration 40F: 3 clusters Score -2946847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2946877.250000 Penalty: 3016.458008
	Iteration 41Q: 3 clusters Score -2946877 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2946929.750000 Penalty: 3016.458008
	Iteration 42Q: 3 clusters Score -2946930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2946956.500000 Penalty: 3016.458008
	Iteration 43Q: 3 clusters Score -2946956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2946988.750000 Penalty: 3016.458008
	Iteration 44Q: 3 clusters Score -2946989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2947008.000000 Penalty: 3016.458008
	Iteration 45Q: 3 clusters Score -2947008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2947026.000000 Penalty: 3016.458008
	Iteration 46Q: 3 clusters Score -2947026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2947046.500000 Penalty: 3016.458008
	Iteration 47Q: 3 clusters Score -2947046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2947062.750000 Penalty: 3016.458008
	Iteration 48Q: 3 clusters Score -2947063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2947087.750000 Penalty: 3016.458008
	Iteration 49Q: 3 clusters Score -2947088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2947093.750000 Penalty: 3016.458008
	Iteration 50Q: 3 clusters Score -2947094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2947094.250000 Penalty: 3016.458008
	Iteration 51Q: 3 clusters Score -2947094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2947096.000000 Penalty: 3016.458008
	Iteration 52Q: 3 clusters Score -2947096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2947105.750000 Penalty: 3016.458008
	Iteration 53Q: 3 clusters Score -2947106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2947115.500000 Penalty: 3016.458008
	Iteration 54Q: 3 clusters Score -2947116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2947131.250000 Penalty: 3016.458008
	Iteration 55Q: 3 clusters Score -2947131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2947138.250000 Penalty: 3016.458008
	Iteration 56Q: 3 clusters Score -2947138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2947149.000000 Penalty: 3016.458008
	Iteration 57Q: 3 clusters Score -2947149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2947161.750000 Penalty: 3016.458008
	Iteration 58Q: 3 clusters Score -2947162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2947163.000000 Penalty: 3016.458008
	Iteration 59Q: 3 clusters Score -2947163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2947169.000000 Penalty: 3016.458008
	Iteration 60F: 3 clusters Score -2947169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2947175.500000 Penalty: 3016.458008
	Iteration 61Q: 3 clusters Score -2947176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2947173.250000 Penalty: 3016.458008
	Iteration 62Q: 3 clusters Score -2947173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2947172.500000 Penalty: 3016.458008
	Iteration 63Q: 3 clusters Score -2947172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2947172.500000 Penalty: 3016.458008
	Iteration 64F: 3 clusters Score -2947172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -214359.093750 Penalty: 1144.246582
	Iteration 0F: 2 clusters Score -214359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212411.015625 Penalty: 2288.493164
	Iteration 0F: 3 clusters Score -212411 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -212954.687500 Penalty: 2288.493164
	Iteration 1F: 3 clusters Score -212954.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -213089.781250 Penalty: 2288.493164
	Iteration 2F: 3 clusters Score -213089.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213171.093750 Penalty: 2288.493164
	Iteration 3Q: 3 clusters Score -213171.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -213214.625000 Penalty: 2288.493164
	Iteration 4Q: 3 clusters Score -213214.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -213247.812500 Penalty: 2288.493164
	Iteration 5Q: 3 clusters Score -213247.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -213283.718750 Penalty: 2288.493164
	Iteration 6Q: 3 clusters Score -213283.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -213315.406250 Penalty: 2288.493164
	Iteration 7Q: 3 clusters Score -213315.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -213357.875000 Penalty: 2288.493164
	Iteration 8Q: 3 clusters Score -213357.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -213389.968750 Penalty: 2288.493164
	Iteration 9Q: 3 clusters Score -213390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -213410.578125 Penalty: 2288.493164
	Iteration 10Q: 3 clusters Score -213410.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -213429.906250 Penalty: 2288.493164
	Iteration 11Q: 3 clusters Score -213429.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -213455.171875 Penalty: 2288.493164
	Iteration 12Q: 3 clusters Score -213455.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -213472.796875 Penalty: 2288.493164
	Iteration 13Q: 3 clusters Score -213472.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -213488.609375 Penalty: 2288.493164
	Iteration 14Q: 3 clusters Score -213488.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -213504.734375 Penalty: 2288.493164
	Iteration 15Q: 3 clusters Score -213504.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -213526.937500 Penalty: 2288.493164
	Iteration 16Q: 3 clusters Score -213526.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -213553.812500 Penalty: 2288.493164
	Iteration 17Q: 3 clusters Score -213553.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -213569.015625 Penalty: 2288.493164
	Iteration 18Q: 3 clusters Score -213569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -213576.468750 Penalty: 2288.493164
	Iteration 19Q: 3 clusters Score -213576.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -213588.218750 Penalty: 2288.493164
	Iteration 20F: 3 clusters Score -213588.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -213598.046875 Penalty: 2288.493164
	Iteration 21Q: 3 clusters Score -213598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -213605.828125 Penalty: 2288.493164
	Iteration 22Q: 3 clusters Score -213605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -213613.125000 Penalty: 2288.493164
	Iteration 23Q: 3 clusters Score -213613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -213615.593750 Penalty: 2288.493164
	Iteration 24Q: 3 clusters Score -213615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -213619.484375 Penalty: 2288.493164
	Iteration 25Q: 3 clusters Score -213619.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -213624.234375 Penalty: 2288.493164
	Iteration 26Q: 3 clusters Score -213624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -213626.343750 Penalty: 2288.493164
	Iteration 27Q: 3 clusters Score -213626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -213627.625000 Penalty: 2288.493164
	Iteration 28Q: 3 clusters Score -213627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -213630.250000 Penalty: 2288.493164
	Iteration 29Q: 3 clusters Score -213630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -213631.859375 Penalty: 2288.493164
	Iteration 30Q: 3 clusters Score -213631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -213632.484375 Penalty: 2288.493164
	Iteration 31Q: 3 clusters Score -213632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -213632.765625 Penalty: 2288.493164
	Iteration 32Q: 3 clusters Score -213632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -213632.765625 Penalty: 2288.493164
	Iteration 33F: 3 clusters Score -213632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -2199243.250000 Penalty: 1462.126709
	Iteration 0F: 2 clusters Score -2199243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2187180.000000 Penalty: 2924.253418
	Iteration 0F: 3 clusters Score -2187180 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2191581.250000 Penalty: 2924.253418
	Iteration 1F: 3 clusters Score -2191581 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2192047.250000 Penalty: 2924.253418
	Iteration 2F: 3 clusters Score -2192047 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2192488.500000 Penalty: 2924.253418
	Iteration 3F: 3 clusters Score -2192488 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2192959.250000 Penalty: 2924.253418
	Iteration 4F: 3 clusters Score -2192959 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2193475.750000 Penalty: 2924.253418
	Iteration 5F: 3 clusters Score -2193476 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2194074.250000 Penalty: 2924.253418
	Iteration 6F: 3 clusters Score -2194074 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2194724.500000 Penalty: 2924.253418
	Iteration 7F: 3 clusters Score -2194724 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2195363.250000 Penalty: 2924.253418
	Iteration 8F: 3 clusters Score -2195363 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2195905.000000 Penalty: 2924.253418
	Iteration 9Q: 3 clusters Score -2195905 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2196344.750000 Penalty: 2924.253418
	Iteration 10Q: 3 clusters Score -2196345 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2196680.250000 Penalty: 2924.253418
	Iteration 11Q: 3 clusters Score -2196680 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2196947.750000 Penalty: 2924.253418
	Iteration 12Q: 3 clusters Score -2196948 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2197130.750000 Penalty: 2924.253418
	Iteration 13Q: 3 clusters Score -2197131 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2197252.500000 Penalty: 2924.253418
	Iteration 14Q: 3 clusters Score -2197252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2197371.500000 Penalty: 2924.253418
	Iteration 15Q: 3 clusters Score -2197372 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2197478.500000 Penalty: 2924.253418
	Iteration 16Q: 3 clusters Score -2197478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2197569.250000 Penalty: 2924.253418
	Iteration 17Q: 3 clusters Score -2197569 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2197651.500000 Penalty: 2924.253418
	Iteration 18Q: 3 clusters Score -2197652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2197722.250000 Penalty: 2924.253418
	Iteration 19Q: 3 clusters Score -2197722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2197777.250000 Penalty: 2924.253418
	Iteration 20F: 3 clusters Score -2197777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2197847.000000 Penalty: 2924.253418
	Iteration 21Q: 3 clusters Score -2197847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2197885.750000 Penalty: 2924.253418
	Iteration 22Q: 3 clusters Score -2197886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2197917.500000 Penalty: 2924.253418
	Iteration 23Q: 3 clusters Score -2197918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2197944.500000 Penalty: 2924.253418
	Iteration 24Q: 3 clusters Score -2197944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2197969.000000 Penalty: 2924.253418
	Iteration 25Q: 3 clusters Score -2197969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2197985.750000 Penalty: 2924.253418
	Iteration 26Q: 3 clusters Score -2197986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2198001.000000 Penalty: 2924.253418
	Iteration 27Q: 3 clusters Score -2198001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2198012.750000 Penalty: 2924.253418
	Iteration 28Q: 3 clusters Score -2198013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2198017.500000 Penalty: 2924.253418
	Iteration 29Q: 3 clusters Score -2198018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2198024.250000 Penalty: 2924.253418
	Iteration 30Q: 3 clusters Score -2198024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2198029.000000 Penalty: 2924.253418
	Iteration 31Q: 3 clusters Score -2198029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2198035.000000 Penalty: 2924.253418
	Iteration 32Q: 3 clusters Score -2198035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2198049.500000 Penalty: 2924.253418
	Iteration 33Q: 3 clusters Score -2198050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2198050.750000 Penalty: 2924.253418
	Iteration 34Q: 3 clusters Score -2198051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2198056.250000 Penalty: 2924.253418
	Iteration 35Q: 3 clusters Score -2198056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2198059.750000 Penalty: 2924.253418
	Iteration 36Q: 3 clusters Score -2198060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2198065.750000 Penalty: 2924.253418
	Iteration 37Q: 3 clusters Score -2198066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2198066.500000 Penalty: 2924.253418
	Iteration 38Q: 3 clusters Score -2198066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2198071.750000 Penalty: 2924.253418
	Iteration 39Q: 3 clusters Score -2198072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2198074.250000 Penalty: 2924.253418
	Iteration 40F: 3 clusters Score -2198074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2198078.500000 Penalty: 2924.253418
	Iteration 41Q: 3 clusters Score -2198078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2198080.750000 Penalty: 2924.253418
	Iteration 42Q: 3 clusters Score -2198081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2198084.000000 Penalty: 2924.253418
	Iteration 43Q: 3 clusters Score -2198084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2198084.500000 Penalty: 2924.253418
	Iteration 44Q: 3 clusters Score -2198084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2198082.250000 Penalty: 2924.253418
	Iteration 45Q: 3 clusters Score -2198082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2198080.250000 Penalty: 2924.253418
	Iteration 46Q: 3 clusters Score -2198080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2198083.500000 Penalty: 2924.253418
	Iteration 47Q: 3 clusters Score -2198084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2198085.500000 Penalty: 2924.253418
	Iteration 48Q: 3 clusters Score -2198086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2198089.500000 Penalty: 2924.253418
	Iteration 49Q: 3 clusters Score -2198090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2198088.000000 Penalty: 2924.253418
	Iteration 50Q: 3 clusters Score -2198088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2198088.000000 Penalty: 2924.253418
	Iteration 51F: 3 clusters Score -2198088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -1320937.875000 Penalty: 1394.862183
	Iteration 0F: 2 clusters Score -1320938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1313074.750000 Penalty: 2789.724365
	Iteration 0F: 3 clusters Score -1313075 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1315765.250000 Penalty: 2789.724365
	Iteration 1F: 3 clusters Score -1315765 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1316178.250000 Penalty: 2789.724365
	Iteration 2F: 3 clusters Score -1316178 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1316455.250000 Penalty: 2789.724365
	Iteration 3F: 3 clusters Score -1316455 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1316655.000000 Penalty: 2789.724365
	Iteration 4Q: 3 clusters Score -1316655 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1316850.375000 Penalty: 2789.724365
	Iteration 5Q: 3 clusters Score -1316850 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1317052.000000 Penalty: 2789.724365
	Iteration 6Q: 3 clusters Score -1317052 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1317238.375000 Penalty: 2789.724365
	Iteration 7Q: 3 clusters Score -1317238 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1317439.375000 Penalty: 2789.724365
	Iteration 8Q: 3 clusters Score -1317439 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1317653.750000 Penalty: 2789.724365
	Iteration 9Q: 3 clusters Score -1317654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1317880.000000 Penalty: 2789.724365
	Iteration 10Q: 3 clusters Score -1317880 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1318136.000000 Penalty: 2789.724365
	Iteration 11Q: 3 clusters Score -1318136 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1318424.500000 Penalty: 2789.724365
	Iteration 12Q: 3 clusters Score -1318424 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1318716.125000 Penalty: 2789.724365
	Iteration 13Q: 3 clusters Score -1318716 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1318951.500000 Penalty: 2789.724365
	Iteration 14Q: 3 clusters Score -1318952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1319175.875000 Penalty: 2789.724365
	Iteration 15Q: 3 clusters Score -1319176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1319322.750000 Penalty: 2789.724365
	Iteration 16Q: 3 clusters Score -1319323 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1319409.250000 Penalty: 2789.724365
	Iteration 17Q: 3 clusters Score -1319409 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1319468.875000 Penalty: 2789.724365
	Iteration 18Q: 3 clusters Score -1319469 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1319538.125000 Penalty: 2789.724365
	Iteration 19Q: 3 clusters Score -1319538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1319593.875000 Penalty: 2789.724365
	Iteration 20F: 3 clusters Score -1319594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1319630.750000 Penalty: 2789.724365
	Iteration 21Q: 3 clusters Score -1319631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1319662.625000 Penalty: 2789.724365
	Iteration 22Q: 3 clusters Score -1319663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1319692.625000 Penalty: 2789.724365
	Iteration 23Q: 3 clusters Score -1319693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1319714.875000 Penalty: 2789.724365
	Iteration 24Q: 3 clusters Score -1319715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1319730.125000 Penalty: 2789.724365
	Iteration 25Q: 3 clusters Score -1319730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1319743.500000 Penalty: 2789.724365
	Iteration 26Q: 3 clusters Score -1319744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1319747.000000 Penalty: 2789.724365
	Iteration 27Q: 3 clusters Score -1319747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1319752.125000 Penalty: 2789.724365
	Iteration 28Q: 3 clusters Score -1319752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1319760.000000 Penalty: 2789.724365
	Iteration 29Q: 3 clusters Score -1319760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1319769.625000 Penalty: 2789.724365
	Iteration 30Q: 3 clusters Score -1319770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1319779.250000 Penalty: 2789.724365
	Iteration 31Q: 3 clusters Score -1319779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1319782.125000 Penalty: 2789.724365
	Iteration 32Q: 3 clusters Score -1319782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1319786.125000 Penalty: 2789.724365
	Iteration 33Q: 3 clusters Score -1319786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1319786.375000 Penalty: 2789.724365
	Iteration 34Q: 3 clusters Score -1319786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1319787.875000 Penalty: 2789.724365
	Iteration 35Q: 3 clusters Score -1319788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1319788.500000 Penalty: 2789.724365
	Iteration 36Q: 3 clusters Score -1319788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1319789.250000 Penalty: 2789.724365
	Iteration 37Q: 3 clusters Score -1319789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1319787.250000 Penalty: 2789.724365
	Iteration 38Q: 3 clusters Score -1319787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1319792.250000 Penalty: 2789.724365
	Iteration 39Q: 3 clusters Score -1319792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1319793.250000 Penalty: 2789.724365
	Iteration 40F: 3 clusters Score -1319793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1319795.000000 Penalty: 2789.724365
	Iteration 41Q: 3 clusters Score -1319795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1319794.875000 Penalty: 2789.724365
	Iteration 42Q: 3 clusters Score -1319795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1319794.875000 Penalty: 2789.724365
	Iteration 43F: 3 clusters Score -1319795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Entering Unmasked Estep 
Score: -3783523.750000 Penalty: 1545.309082
	Iteration 0F: 2 clusters Score -3783524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3762367.000000 Penalty: 3090.618164
	Iteration 0F: 3 clusters Score -3762367 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3770491.000000 Penalty: 3090.618164
	Iteration 1F: 3 clusters Score -3770491 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3770916.000000 Penalty: 3090.618164
	Iteration 2Q: 3 clusters Score -3770916 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3771317.250000 Penalty: 3090.618164
	Iteration 3Q: 3 clusters Score -3771317 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3771662.750000 Penalty: 3090.618164
	Iteration 4Q: 3 clusters Score -3771663 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3772022.500000 Penalty: 3090.618164
	Iteration 5Q: 3 clusters Score -3772022 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3772395.250000 Penalty: 3090.618164
	Iteration 6Q: 3 clusters Score -3772395 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3772807.750000 Penalty: 3090.618164
	Iteration 7Q: 3 clusters Score -3772808 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3773282.000000 Penalty: 3090.618164
	Iteration 8Q: 3 clusters Score -3773282 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3773862.000000 Penalty: 3090.618164
	Iteration 9Q: 3 clusters Score -3773862 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3774506.750000 Penalty: 3090.618164
	Iteration 10Q: 3 clusters Score -3774507 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3775246.000000 Penalty: 3090.618164
	Iteration 11Q: 3 clusters Score -3775246 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3776044.250000 Penalty: 3090.618164
	Iteration 12Q: 3 clusters Score -3776044 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3776860.500000 Penalty: 3090.618164
	Iteration 13Q: 3 clusters Score -3776860 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3777574.500000 Penalty: 3090.618164
	Iteration 14Q: 3 clusters Score -3777574 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3778149.500000 Penalty: 3090.618164
	Iteration 15Q: 3 clusters Score -3778150 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3778574.250000 Penalty: 3090.618164
	Iteration 16Q: 3 clusters Score -3778574 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3778917.000000 Penalty: 3090.618164
	Iteration 17Q: 3 clusters Score -3778917 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3779144.750000 Penalty: 3090.618164
	Iteration 18Q: 3 clusters Score -3779145 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3779336.250000 Penalty: 3090.618164
	Iteration 19Q: 3 clusters Score -3779336 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3779475.250000 Penalty: 3090.618164
	Iteration 20F: 3 clusters Score -3779475 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3779610.000000 Penalty: 3090.618164
	Iteration 21Q: 3 clusters Score -3779610 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3779723.750000 Penalty: 3090.618164
	Iteration 22Q: 3 clusters Score -3779724 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3779850.250000 Penalty: 3090.618164
	Iteration 23Q: 3 clusters Score -3779850 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3779980.250000 Penalty: 3090.618164
	Iteration 24Q: 3 clusters Score -3779980 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3780064.500000 Penalty: 3090.618164
	Iteration 25Q: 3 clusters Score -3780064 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3780164.500000 Penalty: 3090.618164
	Iteration 26Q: 3 clusters Score -3780164 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3780249.250000 Penalty: 3090.618164
	Iteration 27Q: 3 clusters Score -3780249 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3780319.000000 Penalty: 3090.618164
	Iteration 28Q: 3 clusters Score -3780319 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3780383.500000 Penalty: 3090.618164
	Iteration 29Q: 3 clusters Score -3780384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3780444.500000 Penalty: 3090.618164
	Iteration 30Q: 3 clusters Score -3780444 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3780474.250000 Penalty: 3090.618164
	Iteration 31Q: 3 clusters Score -3780474 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3780503.250000 Penalty: 3090.618164
	Iteration 32Q: 3 clusters Score -3780503 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3780523.750000 Penalty: 3090.618164
	Iteration 33Q: 3 clusters Score -3780524 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3780536.000000 Penalty: 3090.618164
	Iteration 34Q: 3 clusters Score -3780536 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3780561.250000 Penalty: 3090.618164
	Iteration 35Q: 3 clusters Score -3780561 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3780559.000000 Penalty: 3090.618164
	Iteration 36Q: 3 clusters Score -3780559 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3780591.250000 Penalty: 3090.618164
	Iteration 37Q: 3 clusters Score -3780591 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3780604.750000 Penalty: 3090.618164
	Iteration 38Q: 3 clusters Score -3780605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3780614.500000 Penalty: 3090.618164
	Iteration 39Q: 3 clusters Score -3780614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3780639.250000 Penalty: 3090.618164
	Iteration 40F: 3 clusters Score -3780639 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3780657.000000 Penalty: 3090.618164
	Iteration 41Q: 3 clusters Score -3780657 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3780669.000000 Penalty: 3090.618164
	Iteration 42Q: 3 clusters Score -3780669 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3780701.750000 Penalty: 3090.618164
	Iteration 43Q: 3 clusters Score -3780702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3780718.250000 Penalty: 3090.618164
	Iteration 44Q: 3 clusters Score -3780718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3780737.500000 Penalty: 3090.618164
	Iteration 45Q: 3 clusters Score -3780738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3780740.000000 Penalty: 3090.618164
	Iteration 46Q: 3 clusters Score -3780740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3780766.250000 Penalty: 3090.618164
	Iteration 47Q: 3 clusters Score -3780766 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3780783.000000 Penalty: 3090.618164
	Iteration 48Q: 3 clusters Score -3780783 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3780807.250000 Penalty: 3090.618164
	Iteration 49Q: 3 clusters Score -3780807 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3780819.000000 Penalty: 3090.618164
	Iteration 50Q: 3 clusters Score -3780819 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3780842.750000 Penalty: 3090.618164
	Iteration 51Q: 3 clusters Score -3780843 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3780853.250000 Penalty: 3090.618164
	Iteration 52Q: 3 clusters Score -3780853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3780854.750000 Penalty: 3090.618164
	Iteration 53Q: 3 clusters Score -3780855 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3780876.750000 Penalty: 3090.618164
	Iteration 54Q: 3 clusters Score -3780877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3780894.000000 Penalty: 3090.618164
	Iteration 55Q: 3 clusters Score -3780894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3780909.500000 Penalty: 3090.618164
	Iteration 56Q: 3 clusters Score -3780910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3780925.000000 Penalty: 3090.618164
	Iteration 57Q: 3 clusters Score -3780925 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3780930.500000 Penalty: 3090.618164
	Iteration 58Q: 3 clusters Score -3780930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3780943.000000 Penalty: 3090.618164
	Iteration 59Q: 3 clusters Score -3780943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3780949.500000 Penalty: 3090.618164
	Iteration 60F: 3 clusters Score -3780950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3780958.500000 Penalty: 3090.618164
	Iteration 61Q: 3 clusters Score -3780958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3780972.750000 Penalty: 3090.618164
	Iteration 62Q: 3 clusters Score -3780973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3780991.000000 Penalty: 3090.618164
	Iteration 63Q: 3 clusters Score -3780991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3780978.250000 Penalty: 3090.618164
	Iteration 64Q: 3 clusters Score -3780978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3780989.000000 Penalty: 3090.618164
	Iteration 65Q: 3 clusters Score -3780989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3780987.750000 Penalty: 3090.618164
	Iteration 66Q: 3 clusters Score -3780988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3781000.500000 Penalty: 3090.618164
	Iteration 67Q: 3 clusters Score -3781000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3781013.250000 Penalty: 3090.618164
	Iteration 68Q: 3 clusters Score -3781013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3781023.250000 Penalty: 3090.618164
	Iteration 69Q: 3 clusters Score -3781023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3781037.000000 Penalty: 3090.618164
	Iteration 70Q: 3 clusters Score -3781037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3781041.500000 Penalty: 3090.618164
	Iteration 71Q: 3 clusters Score -3781042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3781041.000000 Penalty: 3090.618164
	Iteration 72Q: 3 clusters Score -3781041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3781043.250000 Penalty: 3090.618164
	Iteration 73Q: 3 clusters Score -3781043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3781057.250000 Penalty: 3090.618164
	Iteration 74Q: 3 clusters Score -3781057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3781077.250000 Penalty: 3090.618164
	Iteration 75Q: 3 clusters Score -3781077 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3781091.000000 Penalty: 3090.618164
	Iteration 76Q: 3 clusters Score -3781091 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3781104.000000 Penalty: 3090.618164
	Iteration 77Q: 3 clusters Score -3781104 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3781124.500000 Penalty: 3090.618164
	Iteration 78Q: 3 clusters Score -3781124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3781120.000000 Penalty: 3090.618164
	Iteration 79Q: 3 clusters Score -3781120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3781125.750000 Penalty: 3090.618164
	Iteration 80F: 3 clusters Score -3781126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3781146.250000 Penalty: 3090.618164
	Iteration 81Q: 3 clusters Score -3781146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3781168.750000 Penalty: 3090.618164
	Iteration 82Q: 3 clusters Score -3781169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3781185.500000 Penalty: 3090.618164
	Iteration 83Q: 3 clusters Score -3781186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3781193.250000 Penalty: 3090.618164
	Iteration 84Q: 3 clusters Score -3781193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3781193.750000 Penalty: 3090.618164
	Iteration 85Q: 3 clusters Score -3781194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3781206.750000 Penalty: 3090.618164
	Iteration 86Q: 3 clusters Score -3781207 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3781220.000000 Penalty: 3090.618164
	Iteration 87Q: 3 clusters Score -3781220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3781232.500000 Penalty: 3090.618164
	Iteration 88Q: 3 clusters Score -3781232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3781238.000000 Penalty: 3090.618164
	Iteration 89Q: 3 clusters Score -3781238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3781248.250000 Penalty: 3090.618164
	Iteration 90Q: 3 clusters Score -3781248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3781252.750000 Penalty: 3090.618164
	Iteration 91Q: 3 clusters Score -3781253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3781264.750000 Penalty: 3090.618164
	Iteration 92Q: 3 clusters Score -3781265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3781265.250000 Penalty: 3090.618164
	Iteration 93Q: 3 clusters Score -3781265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3781275.750000 Penalty: 3090.618164
	Iteration 94Q: 3 clusters Score -3781276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3781282.750000 Penalty: 3090.618164
	Iteration 95Q: 3 clusters Score -3781283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3781302.500000 Penalty: 3090.618164
	Iteration 96Q: 3 clusters Score -3781302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3781297.750000 Penalty: 3090.618164
	Iteration 97Q: 3 clusters Score -3781298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3781294.750000 Penalty: 3090.618164
	Iteration 98Q: 3 clusters Score -3781295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3781307.250000 Penalty: 3090.618164
	Iteration 99Q: 3 clusters Score -3781307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3781313.750000 Penalty: 3090.618164
	Iteration 100F: 3 clusters Score -3781314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3781331.250000 Penalty: 3090.618164
	Iteration 101Q: 3 clusters Score -3781331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3781341.250000 Penalty: 3090.618164
	Iteration 102Q: 3 clusters Score -3781341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3781330.750000 Penalty: 3090.618164
	Iteration 103Q: 3 clusters Score -3781331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3781332.750000 Penalty: 3090.618164
	Iteration 104Q: 3 clusters Score -3781333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3781341.750000 Penalty: 3090.618164
	Iteration 105Q: 3 clusters Score -3781342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3781339.250000 Penalty: 3090.618164
	Iteration 106Q: 3 clusters Score -3781339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3781348.750000 Penalty: 3090.618164
	Iteration 107Q: 3 clusters Score -3781349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3781349.500000 Penalty: 3090.618164
	Iteration 108Q: 3 clusters Score -3781350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3781346.000000 Penalty: 3090.618164
	Iteration 109Q: 3 clusters Score -3781346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3781354.750000 Penalty: 3090.618164
	Iteration 110Q: 3 clusters Score -3781355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3781367.000000 Penalty: 3090.618164
	Iteration 111Q: 3 clusters Score -3781367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3781370.250000 Penalty: 3090.618164
	Iteration 112Q: 3 clusters Score -3781370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3781373.000000 Penalty: 3090.618164
	Iteration 113Q: 3 clusters Score -3781373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3781374.750000 Penalty: 3090.618164
	Iteration 114Q: 3 clusters Score -3781375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3781382.000000 Penalty: 3090.618164
	Iteration 115Q: 3 clusters Score -3781382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3781385.500000 Penalty: 3090.618164
	Iteration 116Q: 3 clusters Score -3781386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3781394.500000 Penalty: 3090.618164
	Iteration 117Q: 3 clusters Score -3781394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3781405.750000 Penalty: 3090.618164
	Iteration 118Q: 3 clusters Score -3781406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3781411.500000 Penalty: 3090.618164
	Iteration 119Q: 3 clusters Score -3781412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3781413.250000 Penalty: 3090.618164
	Iteration 120F: 3 clusters Score -3781413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3781412.000000 Penalty: 3090.618164
	Iteration 121Q: 3 clusters Score -3781412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3781417.750000 Penalty: 3090.618164
	Iteration 122Q: 3 clusters Score -3781418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3781412.750000 Penalty: 3090.618164
	Iteration 123Q: 3 clusters Score -3781413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3781408.750000 Penalty: 3090.618164
	Iteration 124Q: 3 clusters Score -3781409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3781415.250000 Penalty: 3090.618164
	Iteration 125Q: 3 clusters Score -3781415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3781426.750000 Penalty: 3090.618164
	Iteration 126Q: 3 clusters Score -3781427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3781422.250000 Penalty: 3090.618164
	Iteration 127Q: 3 clusters Score -3781422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3781426.250000 Penalty: 3090.618164
	Iteration 128Q: 3 clusters Score -3781426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3781426.250000 Penalty: 3090.618164
	Iteration 129Q: 3 clusters Score -3781426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3781431.000000 Penalty: 3090.618164
	Iteration 130Q: 3 clusters Score -3781431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3781437.000000 Penalty: 3090.618164
	Iteration 131Q: 3 clusters Score -3781437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3781437.750000 Penalty: 3090.618164
	Iteration 132Q: 3 clusters Score -3781438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3781439.250000 Penalty: 3090.618164
	Iteration 133Q: 3 clusters Score -3781439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3781436.250000 Penalty: 3090.618164
	Iteration 134Q: 3 clusters Score -3781436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3781440.500000 Penalty: 3090.618164
	Iteration 135Q: 3 clusters Score -3781440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3781442.250000 Penalty: 3090.618164
	Iteration 136Q: 3 clusters Score -3781442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3781433.500000 Penalty: 3090.618164
	Iteration 137Q: 3 clusters Score -3781434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3781438.750000 Penalty: 3090.618164
	Iteration 138Q: 3 clusters Score -3781439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3781444.250000 Penalty: 3090.618164
	Iteration 139Q: 3 clusters Score -3781444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3781439.750000 Penalty: 3090.618164
	Iteration 140F: 3 clusters Score -3781440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3781439.250000 Penalty: 3090.618164
	Iteration 141Q: 3 clusters Score -3781439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3781446.500000 Penalty: 3090.618164
	Iteration 142Q: 3 clusters Score -3781446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3781445.250000 Penalty: 3090.618164
	Iteration 143Q: 3 clusters Score -3781445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3781452.750000 Penalty: 3090.618164
	Iteration 144Q: 3 clusters Score -3781453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3781453.000000 Penalty: 3090.618164
	Iteration 145Q: 3 clusters Score -3781453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3781452.750000 Penalty: 3090.618164
	Iteration 146Q: 3 clusters Score -3781453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3781455.250000 Penalty: 3090.618164
	Iteration 147Q: 3 clusters Score -3781455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3781465.000000 Penalty: 3090.618164
	Iteration 148Q: 3 clusters Score -3781465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3781468.500000 Penalty: 3090.618164
	Iteration 149Q: 3 clusters Score -3781468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3781464.750000 Penalty: 3090.618164
	Iteration 150Q: 3 clusters Score -3781465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3781461.000000 Penalty: 3090.618164
	Iteration 151Q: 3 clusters Score -3781461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3781460.250000 Penalty: 3090.618164
	Iteration 152Q: 3 clusters Score -3781460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3781469.750000 Penalty: 3090.618164
	Iteration 153Q: 3 clusters Score -3781470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3781475.750000 Penalty: 3090.618164
	Iteration 154Q: 3 clusters Score -3781476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3781476.250000 Penalty: 3090.618164
	Iteration 155Q: 3 clusters Score -3781476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3781472.000000 Penalty: 3090.618164
	Iteration 156Q: 3 clusters Score -3781472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3781479.000000 Penalty: 3090.618164
	Iteration 157Q: 3 clusters Score -3781479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3781483.750000 Penalty: 3090.618164
	Iteration 158Q: 3 clusters Score -3781484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3781492.000000 Penalty: 3090.618164
	Iteration 159Q: 3 clusters Score -3781492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3781498.250000 Penalty: 3090.618164
	Iteration 160F: 3 clusters Score -3781498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3781498.500000 Penalty: 3090.618164
	Iteration 161Q: 3 clusters Score -3781498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3781510.750000 Penalty: 3090.618164
	Iteration 162Q: 3 clusters Score -3781511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3781515.000000 Penalty: 3090.618164
	Iteration 163Q: 3 clusters Score -3781515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3781516.250000 Penalty: 3090.618164
	Iteration 164Q: 3 clusters Score -3781516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3781513.750000 Penalty: 3090.618164
	Iteration 165Q: 3 clusters Score -3781514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3781518.000000 Penalty: 3090.618164
	Iteration 166Q: 3 clusters Score -3781518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3781515.000000 Penalty: 3090.618164
	Iteration 167Q: 3 clusters Score -3781515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3781519.000000 Penalty: 3090.618164
	Iteration 168Q: 3 clusters Score -3781519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3781520.500000 Penalty: 3090.618164
	Iteration 169Q: 3 clusters Score -3781520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3781527.250000 Penalty: 3090.618164
	Iteration 170Q: 3 clusters Score -3781527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3781521.500000 Penalty: 3090.618164
	Iteration 171Q: 3 clusters Score -3781522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3781534.250000 Penalty: 3090.618164
	Iteration 172Q: 3 clusters Score -3781534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3781534.750000 Penalty: 3090.618164
	Iteration 173Q: 3 clusters Score -3781535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3781543.250000 Penalty: 3090.618164
	Iteration 174Q: 3 clusters Score -3781543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3781547.750000 Penalty: 3090.618164
	Iteration 175Q: 3 clusters Score -3781548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3781550.000000 Penalty: 3090.618164
	Iteration 176Q: 3 clusters Score -3781550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3781555.250000 Penalty: 3090.618164
	Iteration 177Q: 3 clusters Score -3781555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3781555.250000 Penalty: 3090.618164
	Iteration 178Q: 3 clusters Score -3781555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3781562.000000 Penalty: 3090.618164
	Iteration 179Q: 3 clusters Score -3781562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3781557.500000 Penalty: 3090.618164
	Iteration 180F: 3 clusters Score -3781558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3781553.500000 Penalty: 3090.618164
	Iteration 181Q: 3 clusters Score -3781554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3781567.750000 Penalty: 3090.618164
	Iteration 182Q: 3 clusters Score -3781568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3781566.500000 Penalty: 3090.618164
	Iteration 183Q: 3 clusters Score -3781566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3781569.500000 Penalty: 3090.618164
	Iteration 184Q: 3 clusters Score -3781570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3781566.250000 Penalty: 3090.618164
	Iteration 185Q: 3 clusters Score -3781566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3781569.750000 Penalty: 3090.618164
	Iteration 186Q: 3 clusters Score -3781570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3781571.000000 Penalty: 3090.618164
	Iteration 187Q: 3 clusters Score -3781571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3781577.250000 Penalty: 3090.618164
	Iteration 188Q: 3 clusters Score -3781577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3781581.750000 Penalty: 3090.618164
	Iteration 189Q: 3 clusters Score -3781582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3781587.500000 Penalty: 3090.618164
	Iteration 190Q: 3 clusters Score -3781588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3781599.750000 Penalty: 3090.618164
	Iteration 191Q: 3 clusters Score -3781600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3781601.250000 Penalty: 3090.618164
	Iteration 192Q: 3 clusters Score -3781601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3781596.500000 Penalty: 3090.618164
	Iteration 193Q: 3 clusters Score -3781596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3781595.250000 Penalty: 3090.618164
	Iteration 194Q: 3 clusters Score -3781595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3781588.750000 Penalty: 3090.618164
	Iteration 195Q: 3 clusters Score -3781589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3781586.250000 Penalty: 3090.618164
	Iteration 196Q: 3 clusters Score -3781586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3781587.500000 Penalty: 3090.618164
	Iteration 197Q: 3 clusters Score -3781588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3781589.000000 Penalty: 3090.618164
	Iteration 198Q: 3 clusters Score -3781589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3781591.500000 Penalty: 3090.618164
	Iteration 199Q: 3 clusters Score -3781592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3781592.000000 Penalty: 3090.618164
	Iteration 200F: 3 clusters Score -3781592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3781595.500000 Penalty: 3090.618164
	Iteration 201Q: 3 clusters Score -3781596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3781592.250000 Penalty: 3090.618164
	Iteration 202Q: 3 clusters Score -3781592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3781598.250000 Penalty: 3090.618164
	Iteration 203Q: 3 clusters Score -3781598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3781594.000000 Penalty: 3090.618164
	Iteration 204Q: 3 clusters Score -3781594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3781598.250000 Penalty: 3090.618164
	Iteration 205Q: 3 clusters Score -3781598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3781597.750000 Penalty: 3090.618164
	Iteration 206Q: 3 clusters Score -3781598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3781591.750000 Penalty: 3090.618164
	Iteration 207Q: 3 clusters Score -3781592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3781594.750000 Penalty: 3090.618164
	Iteration 208Q: 3 clusters Score -3781595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3781597.000000 Penalty: 3090.618164
	Iteration 209Q: 3 clusters Score -3781597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3781605.500000 Penalty: 3090.618164
	Iteration 210Q: 3 clusters Score -3781606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3781619.750000 Penalty: 3090.618164
	Iteration 211Q: 3 clusters Score -3781620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3781617.750000 Penalty: 3090.618164
	Iteration 212Q: 3 clusters Score -3781618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3781620.750000 Penalty: 3090.618164
	Iteration 213Q: 3 clusters Score -3781621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3781631.500000 Penalty: 3090.618164
	Iteration 214Q: 3 clusters Score -3781632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3781632.500000 Penalty: 3090.618164
	Iteration 215Q: 3 clusters Score -3781632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3781634.000000 Penalty: 3090.618164
	Iteration 216Q: 3 clusters Score -3781634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3781629.500000 Penalty: 3090.618164
	Iteration 217Q: 3 clusters Score -3781630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3781624.750000 Penalty: 3090.618164
	Iteration 218Q: 3 clusters Score -3781625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3781636.000000 Penalty: 3090.618164
	Iteration 219Q: 3 clusters Score -3781636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3781633.500000 Penalty: 3090.618164
	Iteration 220F: 3 clusters Score -3781634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3781636.000000 Penalty: 3090.618164
	Iteration 221Q: 3 clusters Score -3781636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3781637.000000 Penalty: 3090.618164
	Iteration 222Q: 3 clusters Score -3781637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3781645.500000 Penalty: 3090.618164
	Iteration 223Q: 3 clusters Score -3781646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3781642.250000 Penalty: 3090.618164
	Iteration 224Q: 3 clusters Score -3781642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3781654.500000 Penalty: 3090.618164
	Iteration 225Q: 3 clusters Score -3781654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3781654.750000 Penalty: 3090.618164
	Iteration 226Q: 3 clusters Score -3781655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3781651.000000 Penalty: 3090.618164
	Iteration 227Q: 3 clusters Score -3781651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3781648.250000 Penalty: 3090.618164
	Iteration 228Q: 3 clusters Score -3781648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3781650.250000 Penalty: 3090.618164
	Iteration 229Q: 3 clusters Score -3781650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3781649.250000 Penalty: 3090.618164
	Iteration 230Q: 3 clusters Score -3781649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3781649.750000 Penalty: 3090.618164
	Iteration 231Q: 3 clusters Score -3781650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3781653.000000 Penalty: 3090.618164
	Iteration 232Q: 3 clusters Score -3781653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3781655.500000 Penalty: 3090.618164
	Iteration 233Q: 3 clusters Score -3781656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3781651.500000 Penalty: 3090.618164
	Iteration 234Q: 3 clusters Score -3781652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3781654.750000 Penalty: 3090.618164
	Iteration 235Q: 3 clusters Score -3781655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3781657.250000 Penalty: 3090.618164
	Iteration 236Q: 3 clusters Score -3781657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3781659.500000 Penalty: 3090.618164
	Iteration 237Q: 3 clusters Score -3781660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3781659.750000 Penalty: 3090.618164
	Iteration 238Q: 3 clusters Score -3781660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3781665.750000 Penalty: 3090.618164
	Iteration 239Q: 3 clusters Score -3781666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3781663.750000 Penalty: 3090.618164
	Iteration 240F: 3 clusters Score -3781664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3781677.500000 Penalty: 3090.618164
	Iteration 241Q: 3 clusters Score -3781678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3781684.000000 Penalty: 3090.618164
	Iteration 242Q: 3 clusters Score -3781684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3781684.500000 Penalty: 3090.618164
	Iteration 243Q: 3 clusters Score -3781684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3781685.250000 Penalty: 3090.618164
	Iteration 244Q: 3 clusters Score -3781685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3781687.000000 Penalty: 3090.618164
	Iteration 245Q: 3 clusters Score -3781687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3781690.750000 Penalty: 3090.618164
	Iteration 246Q: 3 clusters Score -3781691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3781696.250000 Penalty: 3090.618164
	Iteration 247Q: 3 clusters Score -3781696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3781708.500000 Penalty: 3090.618164
	Iteration 248Q: 3 clusters Score -3781708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3781716.500000 Penalty: 3090.618164
	Iteration 249Q: 3 clusters Score -3781716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3781718.750000 Penalty: 3090.618164
	Iteration 250Q: 3 clusters Score -3781719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3781723.500000 Penalty: 3090.618164
	Iteration 251Q: 3 clusters Score -3781724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3781734.250000 Penalty: 3090.618164
	Iteration 252Q: 3 clusters Score -3781734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3781733.500000 Penalty: 3090.618164
	Iteration 253Q: 3 clusters Score -3781734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3781734.750000 Penalty: 3090.618164
	Iteration 254Q: 3 clusters Score -3781735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3781739.750000 Penalty: 3090.618164
	Iteration 255Q: 3 clusters Score -3781740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3781756.250000 Penalty: 3090.618164
	Iteration 256Q: 3 clusters Score -3781756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3781758.500000 Penalty: 3090.618164
	Iteration 257Q: 3 clusters Score -3781758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3781758.250000 Penalty: 3090.618164
	Iteration 258Q: 3 clusters Score -3781758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3781775.000000 Penalty: 3090.618164
	Iteration 259Q: 3 clusters Score -3781775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3781780.750000 Penalty: 3090.618164
	Iteration 260F: 3 clusters Score -3781781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3781779.500000 Penalty: 3090.618164
	Iteration 261Q: 3 clusters Score -3781780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3781789.000000 Penalty: 3090.618164
	Iteration 262Q: 3 clusters Score -3781789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3781787.000000 Penalty: 3090.618164
	Iteration 263Q: 3 clusters Score -3781787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3781789.750000 Penalty: 3090.618164
	Iteration 264Q: 3 clusters Score -3781790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3781788.750000 Penalty: 3090.618164
	Iteration 265Q: 3 clusters Score -3781789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3781784.000000 Penalty: 3090.618164
	Iteration 266Q: 3 clusters Score -3781784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3781778.000000 Penalty: 3090.618164
	Iteration 267Q: 3 clusters Score -3781778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3781782.250000 Penalty: 3090.618164
	Iteration 268Q: 3 clusters Score -3781782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3781786.250000 Penalty: 3090.618164
	Iteration 269Q: 3 clusters Score -3781786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3781786.750000 Penalty: 3090.618164
	Iteration 270Q: 3 clusters Score -3781787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3781788.000000 Penalty: 3090.618164
	Iteration 271Q: 3 clusters Score -3781788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3781789.000000 Penalty: 3090.618164
	Iteration 272Q: 3 clusters Score -3781789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3781808.500000 Penalty: 3090.618164
	Iteration 273Q: 3 clusters Score -3781808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3781816.000000 Penalty: 3090.618164
	Iteration 274Q: 3 clusters Score -3781816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3781829.000000 Penalty: 3090.618164
	Iteration 275Q: 3 clusters Score -3781829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3781831.500000 Penalty: 3090.618164
	Iteration 276Q: 3 clusters Score -3781832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3781834.000000 Penalty: 3090.618164
	Iteration 277Q: 3 clusters Score -3781834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3781831.500000 Penalty: 3090.618164
	Iteration 278Q: 3 clusters Score -3781832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3781839.000000 Penalty: 3090.618164
	Iteration 279Q: 3 clusters Score -3781839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3781843.750000 Penalty: 3090.618164
	Iteration 280F: 3 clusters Score -3781844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3781849.000000 Penalty: 3090.618164
	Iteration 281Q: 3 clusters Score -3781849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3781847.750000 Penalty: 3090.618164
	Iteration 282Q: 3 clusters Score -3781848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3781847.250000 Penalty: 3090.618164
	Iteration 283Q: 3 clusters Score -3781847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3781848.250000 Penalty: 3090.618164
	Iteration 284Q: 3 clusters Score -3781848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3781844.750000 Penalty: 3090.618164
	Iteration 285Q: 3 clusters Score -3781845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3781846.750000 Penalty: 3090.618164
	Iteration 286Q: 3 clusters Score -3781847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3781848.250000 Penalty: 3090.618164
	Iteration 287Q: 3 clusters Score -3781848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3781843.250000 Penalty: 3090.618164
	Iteration 288Q: 3 clusters Score -3781843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3781841.250000 Penalty: 3090.618164
	Iteration 289Q: 3 clusters Score -3781841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3781839.750000 Penalty: 3090.618164
	Iteration 290Q: 3 clusters Score -3781840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3781838.250000 Penalty: 3090.618164
	Iteration 291Q: 3 clusters Score -3781838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3781845.000000 Penalty: 3090.618164
	Iteration 292Q: 3 clusters Score -3781845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3781844.500000 Penalty: 3090.618164
	Iteration 293Q: 3 clusters Score -3781844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3781842.000000 Penalty: 3090.618164
	Iteration 294Q: 3 clusters Score -3781842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3781843.250000 Penalty: 3090.618164
	Iteration 295Q: 3 clusters Score -3781843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3781848.750000 Penalty: 3090.618164
	Iteration 296Q: 3 clusters Score -3781849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3781847.500000 Penalty: 3090.618164
	Iteration 297Q: 3 clusters Score -3781848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3781852.750000 Penalty: 3090.618164
	Iteration 298Q: 3 clusters Score -3781853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3781849.500000 Penalty: 3090.618164
	Iteration 299Q: 3 clusters Score -3781850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3781852.000000 Penalty: 3090.618164
	Iteration 300F: 3 clusters Score -3781852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3781855.500000 Penalty: 3090.618164
	Iteration 301Q: 3 clusters Score -3781856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3781855.250000 Penalty: 3090.618164
	Iteration 302Q: 3 clusters Score -3781855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3781854.750000 Penalty: 3090.618164
	Iteration 303Q: 3 clusters Score -3781855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3781849.500000 Penalty: 3090.618164
	Iteration 304Q: 3 clusters Score -3781850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3781856.250000 Penalty: 3090.618164
	Iteration 305Q: 3 clusters Score -3781856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3781855.250000 Penalty: 3090.618164
	Iteration 306Q: 3 clusters Score -3781855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3781855.250000 Penalty: 3090.618164
	Iteration 307F: 3 clusters Score -3781855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -736040.875000 Penalty: 1306.855347
	Iteration 0F: 2 clusters Score -736040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -731395.250000 Penalty: 2613.710693
	Iteration 0F: 3 clusters Score -731395.2 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -732794.062500 Penalty: 2613.710693
	Iteration 1F: 3 clusters Score -732794.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -733034.062500 Penalty: 2613.710693
	Iteration 2F: 3 clusters Score -733034.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -733205.375000 Penalty: 2613.710693
	Iteration 3F: 3 clusters Score -733205.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -733329.375000 Penalty: 2613.710693
	Iteration 4Q: 3 clusters Score -733329.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -733439.750000 Penalty: 2613.710693
	Iteration 5Q: 3 clusters Score -733439.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -733540.125000 Penalty: 2613.710693
	Iteration 6Q: 3 clusters Score -733540.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -733632.812500 Penalty: 2613.710693
	Iteration 7Q: 3 clusters Score -733632.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -733724.375000 Penalty: 2613.710693
	Iteration 8Q: 3 clusters Score -733724.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -733809.125000 Penalty: 2613.710693
	Iteration 9Q: 3 clusters Score -733809.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -733896.812500 Penalty: 2613.710693
	Iteration 10Q: 3 clusters Score -733896.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -733978.500000 Penalty: 2613.710693
	Iteration 11Q: 3 clusters Score -733978.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -734052.562500 Penalty: 2613.710693
	Iteration 12Q: 3 clusters Score -734052.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -734127.437500 Penalty: 2613.710693
	Iteration 13Q: 3 clusters Score -734127.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -734188.500000 Penalty: 2613.710693
	Iteration 14Q: 3 clusters Score -734188.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -734256.000000 Penalty: 2613.710693
	Iteration 15Q: 3 clusters Score -734256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -734330.125000 Penalty: 2613.710693
	Iteration 16Q: 3 clusters Score -734330.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -734412.687500 Penalty: 2613.710693
	Iteration 17Q: 3 clusters Score -734412.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -734489.625000 Penalty: 2613.710693
	Iteration 18Q: 3 clusters Score -734489.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -734568.625000 Penalty: 2613.710693
	Iteration 19Q: 3 clusters Score -734568.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -734645.687500 Penalty: 2613.710693
	Iteration 20F: 3 clusters Score -734645.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -734729.875000 Penalty: 2613.710693
	Iteration 21Q: 3 clusters Score -734729.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -734809.375000 Penalty: 2613.710693
	Iteration 22Q: 3 clusters Score -734809.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -734892.125000 Penalty: 2613.710693
	Iteration 23Q: 3 clusters Score -734892.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -734996.312500 Penalty: 2613.710693
	Iteration 24Q: 3 clusters Score -734996.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -735099.000000 Penalty: 2613.710693
	Iteration 25Q: 3 clusters Score -735099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -735200.125000 Penalty: 2613.710693
	Iteration 26Q: 3 clusters Score -735200.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -735298.937500 Penalty: 2613.710693
	Iteration 27Q: 3 clusters Score -735298.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -735364.250000 Penalty: 2613.710693
	Iteration 28Q: 3 clusters Score -735364.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -735399.937500 Penalty: 2613.710693
	Iteration 29Q: 3 clusters Score -735399.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -735431.500000 Penalty: 2613.710693
	Iteration 30Q: 3 clusters Score -735431.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -735451.687500 Penalty: 2613.710693
	Iteration 31Q: 3 clusters Score -735451.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -735463.937500 Penalty: 2613.710693
	Iteration 32Q: 3 clusters Score -735463.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -735472.250000 Penalty: 2613.710693
	Iteration 33Q: 3 clusters Score -735472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -735475.000000 Penalty: 2613.710693
	Iteration 34Q: 3 clusters Score -735475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -735479.875000 Penalty: 2613.710693
	Iteration 35Q: 3 clusters Score -735479.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -735483.312500 Penalty: 2613.710693
	Iteration 36Q: 3 clusters Score -735483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -735487.312500 Penalty: 2613.710693
	Iteration 37Q: 3 clusters Score -735487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -735488.750000 Penalty: 2613.710693
	Iteration 38Q: 3 clusters Score -735488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -735491.312500 Penalty: 2613.710693
	Iteration 39Q: 3 clusters Score -735491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -735492.812500 Penalty: 2613.710693
	Iteration 40F: 3 clusters Score -735492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -735492.500000 Penalty: 2613.710693
	Iteration 41Q: 3 clusters Score -735492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -735491.062500 Penalty: 2613.710693
	Iteration 42Q: 3 clusters Score -735491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -735492.125000 Penalty: 2613.710693
	Iteration 43Q: 3 clusters Score -735492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -735492.125000 Penalty: 2613.710693
	Iteration 44F: 3 clusters Score -735492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Entering Unmasked Estep 
Score: -1263011.875000 Penalty: 1390.750732
	Iteration 0F: 2 clusters Score -1263012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1255276.625000 Penalty: 2781.501465
	Iteration 0F: 3 clusters Score -1255277 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1257816.250000 Penalty: 2781.501465
	Iteration 1F: 3 clusters Score -1257816 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1258156.125000 Penalty: 2781.501465
	Iteration 2F: 3 clusters Score -1258156 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1258410.000000 Penalty: 2781.501465
	Iteration 3F: 3 clusters Score -1258410 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1258592.750000 Penalty: 2781.501465
	Iteration 4Q: 3 clusters Score -1258593 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1258733.625000 Penalty: 2781.501465
	Iteration 5Q: 3 clusters Score -1258734 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1258852.375000 Penalty: 2781.501465
	Iteration 6Q: 3 clusters Score -1258852 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1258962.000000 Penalty: 2781.501465
	Iteration 7Q: 3 clusters Score -1258962 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1259082.875000 Penalty: 2781.501465
	Iteration 8Q: 3 clusters Score -1259083 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1259216.375000 Penalty: 2781.501465
	Iteration 9Q: 3 clusters Score -1259216 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1259369.250000 Penalty: 2781.501465
	Iteration 10Q: 3 clusters Score -1259369 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1259564.000000 Penalty: 2781.501465
	Iteration 11Q: 3 clusters Score -1259564 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1259803.500000 Penalty: 2781.501465
	Iteration 12Q: 3 clusters Score -1259804 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1260091.250000 Penalty: 2781.501465
	Iteration 13Q: 3 clusters Score -1260091 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1260382.250000 Penalty: 2781.501465
	Iteration 14Q: 3 clusters Score -1260382 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1260652.125000 Penalty: 2781.501465
	Iteration 15Q: 3 clusters Score -1260652 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1260929.250000 Penalty: 2781.501465
	Iteration 16Q: 3 clusters Score -1260929 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1261176.500000 Penalty: 2781.501465
	Iteration 17Q: 3 clusters Score -1261176 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1261385.750000 Penalty: 2781.501465
	Iteration 18Q: 3 clusters Score -1261386 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1261530.125000 Penalty: 2781.501465
	Iteration 19Q: 3 clusters Score -1261530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1261627.250000 Penalty: 2781.501465
	Iteration 20F: 3 clusters Score -1261627 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1261723.500000 Penalty: 2781.501465
	Iteration 21Q: 3 clusters Score -1261724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1261771.375000 Penalty: 2781.501465
	Iteration 22Q: 3 clusters Score -1261771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1261805.875000 Penalty: 2781.501465
	Iteration 23Q: 3 clusters Score -1261806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1261833.125000 Penalty: 2781.501465
	Iteration 24Q: 3 clusters Score -1261833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1261855.375000 Penalty: 2781.501465
	Iteration 25Q: 3 clusters Score -1261855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1261869.375000 Penalty: 2781.501465
	Iteration 26Q: 3 clusters Score -1261869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1261878.125000 Penalty: 2781.501465
	Iteration 27Q: 3 clusters Score -1261878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1261885.125000 Penalty: 2781.501465
	Iteration 28Q: 3 clusters Score -1261885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1261890.750000 Penalty: 2781.501465
	Iteration 29Q: 3 clusters Score -1261891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1261895.750000 Penalty: 2781.501465
	Iteration 30Q: 3 clusters Score -1261896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1261898.250000 Penalty: 2781.501465
	Iteration 31Q: 3 clusters Score -1261898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1261897.875000 Penalty: 2781.501465
	Iteration 32Q: 3 clusters Score -1261898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1261897.875000 Penalty: 2781.501465
	Iteration 33F: 3 clusters Score -1261898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Entering Unmasked Estep 
Score: -1223021.625000 Penalty: 1389.459595
	Iteration 0F: 2 clusters Score -1223022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1215458.375000 Penalty: 2778.919189
	Iteration 0F: 3 clusters Score -1215458 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1218188.750000 Penalty: 2778.919189
	Iteration 1F: 3 clusters Score -1218189 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1218596.250000 Penalty: 2778.919189
	Iteration 2F: 3 clusters Score -1218596 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1218948.375000 Penalty: 2778.919189
	Iteration 3F: 3 clusters Score -1218948 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1219258.500000 Penalty: 2778.919189
	Iteration 4F: 3 clusters Score -1219258 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1219539.750000 Penalty: 2778.919189
	Iteration 5Q: 3 clusters Score -1219540 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1219810.875000 Penalty: 2778.919189
	Iteration 6Q: 3 clusters Score -1219811 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1220101.000000 Penalty: 2778.919189
	Iteration 7Q: 3 clusters Score -1220101 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1220362.125000 Penalty: 2778.919189
	Iteration 8Q: 3 clusters Score -1220362 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1220583.625000 Penalty: 2778.919189
	Iteration 9Q: 3 clusters Score -1220584 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1220789.500000 Penalty: 2778.919189
	Iteration 10Q: 3 clusters Score -1220790 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1220969.250000 Penalty: 2778.919189
	Iteration 11Q: 3 clusters Score -1220969 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1221119.250000 Penalty: 2778.919189
	Iteration 12Q: 3 clusters Score -1221119 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1221258.125000 Penalty: 2778.919189
	Iteration 13Q: 3 clusters Score -1221258 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1221360.000000 Penalty: 2778.919189
	Iteration 14Q: 3 clusters Score -1221360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1221444.250000 Penalty: 2778.919189
	Iteration 15Q: 3 clusters Score -1221444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1221517.000000 Penalty: 2778.919189
	Iteration 16Q: 3 clusters Score -1221517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1221570.000000 Penalty: 2778.919189
	Iteration 17Q: 3 clusters Score -1221570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1221619.500000 Penalty: 2778.919189
	Iteration 18Q: 3 clusters Score -1221620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1221665.250000 Penalty: 2778.919189
	Iteration 19Q: 3 clusters Score -1221665 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1221715.750000 Penalty: 2778.919189
	Iteration 20F: 3 clusters Score -1221716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1221763.500000 Penalty: 2778.919189
	Iteration 21Q: 3 clusters Score -1221764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1221807.875000 Penalty: 2778.919189
	Iteration 22Q: 3 clusters Score -1221808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1221847.875000 Penalty: 2778.919189
	Iteration 23Q: 3 clusters Score -1221848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1221890.750000 Penalty: 2778.919189
	Iteration 24Q: 3 clusters Score -1221891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1221930.500000 Penalty: 2778.919189
	Iteration 25Q: 3 clusters Score -1221930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1221963.250000 Penalty: 2778.919189
	Iteration 26Q: 3 clusters Score -1221963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1221984.000000 Penalty: 2778.919189
	Iteration 27Q: 3 clusters Score -1221984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1221997.375000 Penalty: 2778.919189
	Iteration 28Q: 3 clusters Score -1221997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1222008.000000 Penalty: 2778.919189
	Iteration 29Q: 3 clusters Score -1222008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1222018.500000 Penalty: 2778.919189
	Iteration 30Q: 3 clusters Score -1222018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1222028.000000 Penalty: 2778.919189
	Iteration 31Q: 3 clusters Score -1222028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1222034.750000 Penalty: 2778.919189
	Iteration 32Q: 3 clusters Score -1222035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1222035.125000 Penalty: 2778.919189
	Iteration 33Q: 3 clusters Score -1222035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1222037.250000 Penalty: 2778.919189
	Iteration 34Q: 3 clusters Score -1222037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1222039.625000 Penalty: 2778.919189
	Iteration 35Q: 3 clusters Score -1222040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1222042.750000 Penalty: 2778.919189
	Iteration 36Q: 3 clusters Score -1222043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1222043.250000 Penalty: 2778.919189
	Iteration 37Q: 3 clusters Score -1222043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1222042.750000 Penalty: 2778.919189
	Iteration 38Q: 3 clusters Score -1222043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1222042.750000 Penalty: 2778.919189
	Iteration 39F: 3 clusters Score -1222043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Entering Unmasked Estep 
Score: -1699461.500000 Penalty: 1439.455444
	Iteration 0F: 2 clusters Score -1699462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1688859.125000 Penalty: 2878.910889
	Iteration 0F: 3 clusters Score -1688859 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1692611.500000 Penalty: 2878.910889
	Iteration 1F: 3 clusters Score -1692612 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1693146.250000 Penalty: 2878.910889
	Iteration 2F: 3 clusters Score -1693146 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1693635.625000 Penalty: 2878.910889
	Iteration 3F: 3 clusters Score -1693636 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1694096.375000 Penalty: 2878.910889
	Iteration 4F: 3 clusters Score -1694096 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1694533.000000 Penalty: 2878.910889
	Iteration 5F: 3 clusters Score -1694533 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1694958.750000 Penalty: 2878.910889
	Iteration 6F: 3 clusters Score -1694959 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1695338.500000 Penalty: 2878.910889
	Iteration 7Q: 3 clusters Score -1695338 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1695691.500000 Penalty: 2878.910889
	Iteration 8Q: 3 clusters Score -1695692 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1696008.750000 Penalty: 2878.910889
	Iteration 9Q: 3 clusters Score -1696009 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1696332.375000 Penalty: 2878.910889
	Iteration 10Q: 3 clusters Score -1696332 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1696611.375000 Penalty: 2878.910889
	Iteration 11Q: 3 clusters Score -1696611 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1696875.000000 Penalty: 2878.910889
	Iteration 12Q: 3 clusters Score -1696875 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1697136.250000 Penalty: 2878.910889
	Iteration 13Q: 3 clusters Score -1697136 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1697378.500000 Penalty: 2878.910889
	Iteration 14Q: 3 clusters Score -1697378 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1697628.125000 Penalty: 2878.910889
	Iteration 15Q: 3 clusters Score -1697628 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1697870.125000 Penalty: 2878.910889
	Iteration 16Q: 3 clusters Score -1697870 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1698087.625000 Penalty: 2878.910889
	Iteration 17Q: 3 clusters Score -1698088 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1698308.750000 Penalty: 2878.910889
	Iteration 18Q: 3 clusters Score -1698309 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1698514.250000 Penalty: 2878.910889
	Iteration 19Q: 3 clusters Score -1698514 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1698674.625000 Penalty: 2878.910889
	Iteration 20F: 3 clusters Score -1698675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1698783.750000 Penalty: 2878.910889
	Iteration 21Q: 3 clusters Score -1698784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1698874.375000 Penalty: 2878.910889
	Iteration 22Q: 3 clusters Score -1698874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1698931.750000 Penalty: 2878.910889
	Iteration 23Q: 3 clusters Score -1698932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1698986.375000 Penalty: 2878.910889
	Iteration 24Q: 3 clusters Score -1698986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1699023.375000 Penalty: 2878.910889
	Iteration 25Q: 3 clusters Score -1699023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1699055.750000 Penalty: 2878.910889
	Iteration 26Q: 3 clusters Score -1699056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1699082.750000 Penalty: 2878.910889
	Iteration 27Q: 3 clusters Score -1699083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1699098.000000 Penalty: 2878.910889
	Iteration 28Q: 3 clusters Score -1699098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1699111.375000 Penalty: 2878.910889
	Iteration 29Q: 3 clusters Score -1699111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1699129.125000 Penalty: 2878.910889
	Iteration 30Q: 3 clusters Score -1699129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1699133.375000 Penalty: 2878.910889
	Iteration 31Q: 3 clusters Score -1699133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1699135.875000 Penalty: 2878.910889
	Iteration 32Q: 3 clusters Score -1699136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1699140.250000 Penalty: 2878.910889
	Iteration 33Q: 3 clusters Score -1699140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1699147.250000 Penalty: 2878.910889
	Iteration 34Q: 3 clusters Score -1699147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1699148.250000 Penalty: 2878.910889
	Iteration 35Q: 3 clusters Score -1699148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1699153.125000 Penalty: 2878.910889
	Iteration 36Q: 3 clusters Score -1699153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1699160.875000 Penalty: 2878.910889
	Iteration 37Q: 3 clusters Score -1699161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1699164.250000 Penalty: 2878.910889
	Iteration 38Q: 3 clusters Score -1699164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1699166.875000 Penalty: 2878.910889
	Iteration 39Q: 3 clusters Score -1699167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1699171.500000 Penalty: 2878.910889
	Iteration 40F: 3 clusters Score -1699172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1699172.875000 Penalty: 2878.910889
	Iteration 41Q: 3 clusters Score -1699173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1699173.750000 Penalty: 2878.910889
	Iteration 42Q: 3 clusters Score -1699174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1699173.750000 Penalty: 2878.910889
	Iteration 43F: 3 clusters Score -1699174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Entering Unmasked Estep 
Score: -5921374.500000 Penalty: 1618.479248
	Iteration 0F: 2 clusters Score -5921374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -5886939.000000 Penalty: 3236.958496
	Iteration 0F: 3 clusters Score -5886939 nChanged 24541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5900472.000000 Penalty: 3236.958496
	Iteration 1F: 3 clusters Score -5900472 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5901012.000000 Penalty: 3236.958496
	Iteration 2Q: 3 clusters Score -5901012 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5901546.500000 Penalty: 3236.958496
	Iteration 3Q: 3 clusters Score -5901546 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5902171.500000 Penalty: 3236.958496
	Iteration 4Q: 3 clusters Score -5902172 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5902917.000000 Penalty: 3236.958496
	Iteration 5Q: 3 clusters Score -5902917 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5903869.000000 Penalty: 3236.958496
	Iteration 6Q: 3 clusters Score -5903869 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -5905247.000000 Penalty: 3236.958496
	Iteration 7Q: 3 clusters Score -5905247 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5907158.000000 Penalty: 3236.958496
	Iteration 8F: 3 clusters Score -5907158 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5909538.000000 Penalty: 3236.958496
	Iteration 9F: 3 clusters Score -5909538 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -5912006.500000 Penalty: 3236.958496
	Iteration 10F: 3 clusters Score -5912006 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -5914012.500000 Penalty: 3236.958496
	Iteration 11Q: 3 clusters Score -5914012 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5915410.500000 Penalty: 3236.958496
	Iteration 12Q: 3 clusters Score -5915410 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -5916441.500000 Penalty: 3236.958496
	Iteration 13Q: 3 clusters Score -5916442 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5917192.000000 Penalty: 3236.958496
	Iteration 14Q: 3 clusters Score -5917192 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5917826.500000 Penalty: 3236.958496
	Iteration 15Q: 3 clusters Score -5917826 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5918323.500000 Penalty: 3236.958496
	Iteration 16Q: 3 clusters Score -5918324 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5918756.500000 Penalty: 3236.958496
	Iteration 17Q: 3 clusters Score -5918756 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5919099.000000 Penalty: 3236.958496
	Iteration 18Q: 3 clusters Score -5919099 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5919389.000000 Penalty: 3236.958496
	Iteration 19Q: 3 clusters Score -5919389 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5919594.500000 Penalty: 3236.958496
	Iteration 20F: 3 clusters Score -5919594 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5919769.000000 Penalty: 3236.958496
	Iteration 21Q: 3 clusters Score -5919769 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5919908.500000 Penalty: 3236.958496
	Iteration 22Q: 3 clusters Score -5919908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5919979.500000 Penalty: 3236.958496
	Iteration 23Q: 3 clusters Score -5919980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5920032.000000 Penalty: 3236.958496
	Iteration 24Q: 3 clusters Score -5920032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5920065.500000 Penalty: 3236.958496
	Iteration 25Q: 3 clusters Score -5920066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5920104.000000 Penalty: 3236.958496
	Iteration 26Q: 3 clusters Score -5920104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5920119.500000 Penalty: 3236.958496
	Iteration 27Q: 3 clusters Score -5920120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5920154.500000 Penalty: 3236.958496
	Iteration 28Q: 3 clusters Score -5920154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5920169.000000 Penalty: 3236.958496
	Iteration 29Q: 3 clusters Score -5920169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5920171.000000 Penalty: 3236.958496
	Iteration 30Q: 3 clusters Score -5920171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5920185.000000 Penalty: 3236.958496
	Iteration 31Q: 3 clusters Score -5920185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5920189.500000 Penalty: 3236.958496
	Iteration 32Q: 3 clusters Score -5920190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5920201.000000 Penalty: 3236.958496
	Iteration 33Q: 3 clusters Score -5920201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5920215.500000 Penalty: 3236.958496
	Iteration 34Q: 3 clusters Score -5920216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5920214.500000 Penalty: 3236.958496
	Iteration 35Q: 3 clusters Score -5920214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5920234.500000 Penalty: 3236.958496
	Iteration 36Q: 3 clusters Score -5920234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5920235.000000 Penalty: 3236.958496
	Iteration 37Q: 3 clusters Score -5920235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5920236.000000 Penalty: 3236.958496
	Iteration 38Q: 3 clusters Score -5920236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5920239.500000 Penalty: 3236.958496
	Iteration 39Q: 3 clusters Score -5920240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5920234.500000 Penalty: 3236.958496
	Iteration 40F: 3 clusters Score -5920234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5920235.500000 Penalty: 3236.958496
	Iteration 41Q: 3 clusters Score -5920236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5920245.500000 Penalty: 3236.958496
	Iteration 42Q: 3 clusters Score -5920246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5920241.500000 Penalty: 3236.958496
	Iteration 43Q: 3 clusters Score -5920242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5920249.000000 Penalty: 3236.958496
	Iteration 44Q: 3 clusters Score -5920249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5920258.000000 Penalty: 3236.958496
	Iteration 45Q: 3 clusters Score -5920258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5920252.000000 Penalty: 3236.958496
	Iteration 46Q: 3 clusters Score -5920252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5920251.000000 Penalty: 3236.958496
	Iteration 47Q: 3 clusters Score -5920251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5920251.000000 Penalty: 3236.958496
	Iteration 48F: 3 clusters Score -5920251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -21182.267578 Penalty: 859.714661
	Iteration 0F: 2 clusters Score -21182.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20522.898438 Penalty: 1719.429321
	Iteration 0F: 3 clusters Score -20522.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20701.345703 Penalty: 1719.429321
	Iteration 1F: 3 clusters Score -20701.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20846.052734 Penalty: 1719.429321
	Iteration 2F: 3 clusters Score -20846.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20908.587891 Penalty: 1719.429321
	Iteration 3Q: 3 clusters Score -20908.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20957.916016 Penalty: 1719.429321
	Iteration 4Q: 3 clusters Score -20957.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20978.558594 Penalty: 1719.429321
	Iteration 5Q: 3 clusters Score -20978.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20978.558594 Penalty: 1719.429321
	Iteration 6F: 3 clusters Score -20978.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (65760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Entering Unmasked Estep 
Score: -7712027.000000 Penalty: 1650.752563
	Iteration 0F: 2 clusters Score -7712027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -7669013.000000 Penalty: 3301.505127
	Iteration 0F: 3 clusters Score -7669013 nChanged 30736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -7686303.500000 Penalty: 3301.505127
	Iteration 1F: 3 clusters Score -7686304 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -7687216.000000 Penalty: 3301.505127
	Iteration 2Q: 3 clusters Score -7687216 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -7688446.500000 Penalty: 3301.505127
	Iteration 3Q: 3 clusters Score -7688446 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7690177.000000 Penalty: 3301.505127
	Iteration 4F: 3 clusters Score -7690177 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -7692854.500000 Penalty: 3301.505127
	Iteration 5F: 3 clusters Score -7692854 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -7696129.000000 Penalty: 3301.505127
	Iteration 6F: 3 clusters Score -7696129 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -7699487.500000 Penalty: 3301.505127
	Iteration 7F: 3 clusters Score -7699488 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -7702621.000000 Penalty: 3301.505127
	Iteration 8F: 3 clusters Score -7702621 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -7705053.000000 Penalty: 3301.505127
	Iteration 9Q: 3 clusters Score -7705053 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -7706813.000000 Penalty: 3301.505127
	Iteration 10Q: 3 clusters Score -7706813 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -7708040.500000 Penalty: 3301.505127
	Iteration 11Q: 3 clusters Score -7708040 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7708756.000000 Penalty: 3301.505127
	Iteration 12Q: 3 clusters Score -7708756 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -7709249.500000 Penalty: 3301.505127
	Iteration 13Q: 3 clusters Score -7709250 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7709619.500000 Penalty: 3301.505127
	Iteration 14Q: 3 clusters Score -7709620 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -7709978.500000 Penalty: 3301.505127
	Iteration 15Q: 3 clusters Score -7709978 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -7710255.000000 Penalty: 3301.505127
	Iteration 16Q: 3 clusters Score -7710255 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7710508.000000 Penalty: 3301.505127
	Iteration 17Q: 3 clusters Score -7710508 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -7710685.500000 Penalty: 3301.505127
	Iteration 18Q: 3 clusters Score -7710686 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -7710802.500000 Penalty: 3301.505127
	Iteration 19Q: 3 clusters Score -7710802 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -7710906.500000 Penalty: 3301.505127
	Iteration 20F: 3 clusters Score -7710906 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -7710988.500000 Penalty: 3301.505127
	Iteration 21Q: 3 clusters Score -7710988 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -7711025.000000 Penalty: 3301.505127
	Iteration 22Q: 3 clusters Score -7711025 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -7711078.000000 Penalty: 3301.505127
	Iteration 23Q: 3 clusters Score -7711078 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7711145.500000 Penalty: 3301.505127
	Iteration 24Q: 3 clusters Score -7711146 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -7711206.500000 Penalty: 3301.505127
	Iteration 25Q: 3 clusters Score -7711206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -7711227.500000 Penalty: 3301.505127
	Iteration 26Q: 3 clusters Score -7711228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7711259.500000 Penalty: 3301.505127
	Iteration 27Q: 3 clusters Score -7711260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7711287.000000 Penalty: 3301.505127
	Iteration 28Q: 3 clusters Score -7711287 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -7711277.000000 Penalty: 3301.505127
	Iteration 29Q: 3 clusters Score -7711277 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7711288.000000 Penalty: 3301.505127
	Iteration 30Q: 3 clusters Score -7711288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7711316.500000 Penalty: 3301.505127
	Iteration 31Q: 3 clusters Score -7711316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -7711327.500000 Penalty: 3301.505127
	Iteration 32Q: 3 clusters Score -7711328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -7711343.000000 Penalty: 3301.505127
	Iteration 33Q: 3 clusters Score -7711343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -7711339.000000 Penalty: 3301.505127
	Iteration 34Q: 3 clusters Score -7711339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -7711355.000000 Penalty: 3301.505127
	Iteration 35Q: 3 clusters Score -7711355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -7711362.000000 Penalty: 3301.505127
	Iteration 36Q: 3 clusters Score -7711362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -7711373.000000 Penalty: 3301.505127
	Iteration 37Q: 3 clusters Score -7711373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -7711382.000000 Penalty: 3301.505127
	Iteration 38Q: 3 clusters Score -7711382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -7711383.500000 Penalty: 3301.505127
	Iteration 39Q: 3 clusters Score -7711384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -7711399.000000 Penalty: 3301.505127
	Iteration 40F: 3 clusters Score -7711399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -7711399.500000 Penalty: 3301.505127
	Iteration 41Q: 3 clusters Score -7711400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -7711394.000000 Penalty: 3301.505127
	Iteration 42Q: 3 clusters Score -7711394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -7711399.000000 Penalty: 3301.505127
	Iteration 43Q: 3 clusters Score -7711399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -7711403.500000 Penalty: 3301.505127
	Iteration 44Q: 3 clusters Score -7711404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -7711411.500000 Penalty: 3301.505127
	Iteration 45Q: 3 clusters Score -7711412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7711417.000000 Penalty: 3301.505127
	Iteration 46Q: 3 clusters Score -7711417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -7711422.000000 Penalty: 3301.505127
	Iteration 47Q: 3 clusters Score -7711422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -7711420.000000 Penalty: 3301.505127
	Iteration 48Q: 3 clusters Score -7711420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -7711422.500000 Penalty: 3301.505127
	Iteration 49Q: 3 clusters Score -7711422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -7711429.000000 Penalty: 3301.505127
	Iteration 50Q: 3 clusters Score -7711429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -7711426.500000 Penalty: 3301.505127
	Iteration 51Q: 3 clusters Score -7711426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -7711427.500000 Penalty: 3301.505127
	Iteration 52Q: 3 clusters Score -7711428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -7711432.500000 Penalty: 3301.505127
	Iteration 53Q: 3 clusters Score -7711432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -7711425.500000 Penalty: 3301.505127
	Iteration 54Q: 3 clusters Score -7711426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -7711433.500000 Penalty: 3301.505127
	Iteration 55Q: 3 clusters Score -7711434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -7711447.000000 Penalty: 3301.505127
	Iteration 56Q: 3 clusters Score -7711447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -7711447.500000 Penalty: 3301.505127
	Iteration 57Q: 3 clusters Score -7711448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7711451.500000 Penalty: 3301.505127
	Iteration 58Q: 3 clusters Score -7711452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -7711451.500000 Penalty: 3301.505127
	Iteration 59Q: 3 clusters Score -7711452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -7711443.500000 Penalty: 3301.505127
	Iteration 60F: 3 clusters Score -7711444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -7711440.500000 Penalty: 3301.505127
	Iteration 61Q: 3 clusters Score -7711440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -7711454.500000 Penalty: 3301.505127
	Iteration 62Q: 3 clusters Score -7711454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -7711448.000000 Penalty: 3301.505127
	Iteration 63Q: 3 clusters Score -7711448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -7711451.500000 Penalty: 3301.505127
	Iteration 64Q: 3 clusters Score -7711452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -7711463.500000 Penalty: 3301.505127
	Iteration 65Q: 3 clusters Score -7711464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -7711470.500000 Penalty: 3301.505127
	Iteration 66Q: 3 clusters Score -7711470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -7711473.500000 Penalty: 3301.505127
	Iteration 67Q: 3 clusters Score -7711474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -7711475.000000 Penalty: 3301.505127
	Iteration 68Q: 3 clusters Score -7711475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -7711477.500000 Penalty: 3301.505127
	Iteration 69Q: 3 clusters Score -7711478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -7711481.000000 Penalty: 3301.505127
	Iteration 70Q: 3 clusters Score -7711481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -7711486.000000 Penalty: 3301.505127
	Iteration 71Q: 3 clusters Score -7711486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -7711478.000000 Penalty: 3301.505127
	Iteration 72Q: 3 clusters Score -7711478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -7711486.000000 Penalty: 3301.505127
	Iteration 73Q: 3 clusters Score -7711486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -7711486.000000 Penalty: 3301.505127
	Iteration 74Q: 3 clusters Score -7711486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -7711482.000000 Penalty: 3301.505127
	Iteration 75Q: 3 clusters Score -7711482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -7711476.500000 Penalty: 3301.505127
	Iteration 76Q: 3 clusters Score -7711476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7711478.000000 Penalty: 3301.505127
	Iteration 77Q: 3 clusters Score -7711478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -7711475.500000 Penalty: 3301.505127
	Iteration 78Q: 3 clusters Score -7711476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -7711479.000000 Penalty: 3301.505127
	Iteration 79Q: 3 clusters Score -7711479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -7711481.500000 Penalty: 3301.505127
	Iteration 80F: 3 clusters Score -7711482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -7711479.000000 Penalty: 3301.505127
	Iteration 81Q: 3 clusters Score -7711479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -7711479.000000 Penalty: 3301.505127
	Iteration 82Q: 3 clusters Score -7711479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -7711477.000000 Penalty: 3301.505127
	Iteration 83Q: 3 clusters Score -7711477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -7711473.500000 Penalty: 3301.505127
	Iteration 84Q: 3 clusters Score -7711474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -7711481.500000 Penalty: 3301.505127
	Iteration 85Q: 3 clusters Score -7711482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -7711478.500000 Penalty: 3301.505127
	Iteration 86Q: 3 clusters Score -7711478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -7711478.500000 Penalty: 3301.505127
	Iteration 87F: 3 clusters Score -7711478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -512122.843750 Penalty: 1255.112915
	Iteration 0F: 2 clusters Score -512122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -508694.000000 Penalty: 2510.225830
	Iteration 0F: 3 clusters Score -508694 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -509637.437500 Penalty: 2510.225830
	Iteration 1F: 3 clusters Score -509637.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -509862.937500 Penalty: 2510.225830
	Iteration 2F: 3 clusters Score -509862.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -510005.093750 Penalty: 2510.225830
	Iteration 3F: 3 clusters Score -510005.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -510108.343750 Penalty: 2510.225830
	Iteration 4Q: 3 clusters Score -510108.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -510184.093750 Penalty: 2510.225830
	Iteration 5Q: 3 clusters Score -510184.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -510245.937500 Penalty: 2510.225830
	Iteration 6Q: 3 clusters Score -510245.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -510301.218750 Penalty: 2510.225830
	Iteration 7Q: 3 clusters Score -510301.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -510350.531250 Penalty: 2510.225830
	Iteration 8Q: 3 clusters Score -510350.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -510395.312500 Penalty: 2510.225830
	Iteration 9Q: 3 clusters Score -510395.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -510434.562500 Penalty: 2510.225830
	Iteration 10Q: 3 clusters Score -510434.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -510474.468750 Penalty: 2510.225830
	Iteration 11Q: 3 clusters Score -510474.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -510510.437500 Penalty: 2510.225830
	Iteration 12Q: 3 clusters Score -510510.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -510537.781250 Penalty: 2510.225830
	Iteration 13Q: 3 clusters Score -510537.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -510567.718750 Penalty: 2510.225830
	Iteration 14Q: 3 clusters Score -510567.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -510593.437500 Penalty: 2510.225830
	Iteration 15Q: 3 clusters Score -510593.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -510623.468750 Penalty: 2510.225830
	Iteration 16Q: 3 clusters Score -510623.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -510652.656250 Penalty: 2510.225830
	Iteration 17Q: 3 clusters Score -510652.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -510681.187500 Penalty: 2510.225830
	Iteration 18Q: 3 clusters Score -510681.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -510714.187500 Penalty: 2510.225830
	Iteration 19Q: 3 clusters Score -510714.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -510742.343750 Penalty: 2510.225830
	Iteration 20F: 3 clusters Score -510742.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -510768.656250 Penalty: 2510.225830
	Iteration 21Q: 3 clusters Score -510768.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -510800.281250 Penalty: 2510.225830
	Iteration 22Q: 3 clusters Score -510800.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -510834.656250 Penalty: 2510.225830
	Iteration 23Q: 3 clusters Score -510834.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -510865.031250 Penalty: 2510.225830
	Iteration 24Q: 3 clusters Score -510865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -510891.812500 Penalty: 2510.225830
	Iteration 25Q: 3 clusters Score -510891.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -510917.781250 Penalty: 2510.225830
	Iteration 26Q: 3 clusters Score -510917.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -510940.000000 Penalty: 2510.225830
	Iteration 27Q: 3 clusters Score -510940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -510963.968750 Penalty: 2510.225830
	Iteration 28Q: 3 clusters Score -510964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -510983.968750 Penalty: 2510.225830
	Iteration 29Q: 3 clusters Score -510984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -511002.093750 Penalty: 2510.225830
	Iteration 30Q: 3 clusters Score -511002.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -511016.531250 Penalty: 2510.225830
	Iteration 31Q: 3 clusters Score -511016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -511034.156250 Penalty: 2510.225830
	Iteration 32Q: 3 clusters Score -511034.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -511049.093750 Penalty: 2510.225830
	Iteration 33Q: 3 clusters Score -511049.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -511058.906250 Penalty: 2510.225830
	Iteration 34Q: 3 clusters Score -511058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -511065.031250 Penalty: 2510.225830
	Iteration 35Q: 3 clusters Score -511065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -511073.312500 Penalty: 2510.225830
	Iteration 36Q: 3 clusters Score -511073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -511079.125000 Penalty: 2510.225830
	Iteration 37Q: 3 clusters Score -511079.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -511081.500000 Penalty: 2510.225830
	Iteration 38Q: 3 clusters Score -511081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -511082.906250 Penalty: 2510.225830
	Iteration 39Q: 3 clusters Score -511082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -511084.906250 Penalty: 2510.225830
	Iteration 40F: 3 clusters Score -511084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -511087.937500 Penalty: 2510.225830
	Iteration 41Q: 3 clusters Score -511087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -511091.500000 Penalty: 2510.225830
	Iteration 42Q: 3 clusters Score -511091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -511095.843750 Penalty: 2510.225830
	Iteration 43Q: 3 clusters Score -511095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -511100.062500 Penalty: 2510.225830
	Iteration 44Q: 3 clusters Score -511100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -511104.750000 Penalty: 2510.225830
	Iteration 45Q: 3 clusters Score -511104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -511111.375000 Penalty: 2510.225830
	Iteration 46Q: 3 clusters Score -511111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -511113.718750 Penalty: 2510.225830
	Iteration 47Q: 3 clusters Score -511113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -511117.468750 Penalty: 2510.225830
	Iteration 48Q: 3 clusters Score -511117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -511126.156250 Penalty: 2510.225830
	Iteration 49Q: 3 clusters Score -511126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -511132.500000 Penalty: 2510.225830
	Iteration 50Q: 3 clusters Score -511132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -511139.062500 Penalty: 2510.225830
	Iteration 51Q: 3 clusters Score -511139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -511144.343750 Penalty: 2510.225830
	Iteration 52Q: 3 clusters Score -511144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -511147.375000 Penalty: 2510.225830
	Iteration 53Q: 3 clusters Score -511147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -511151.187500 Penalty: 2510.225830
	Iteration 54Q: 3 clusters Score -511151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -511155.406250 Penalty: 2510.225830
	Iteration 55Q: 3 clusters Score -511155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -511161.531250 Penalty: 2510.225830
	Iteration 56Q: 3 clusters Score -511161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -511168.406250 Penalty: 2510.225830
	Iteration 57Q: 3 clusters Score -511168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -511172.031250 Penalty: 2510.225830
	Iteration 58Q: 3 clusters Score -511172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -511179.187500 Penalty: 2510.225830
	Iteration 59Q: 3 clusters Score -511179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -511181.000000 Penalty: 2510.225830
	Iteration 60F: 3 clusters Score -511181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -511181.625000 Penalty: 2510.225830
	Iteration 61Q: 3 clusters Score -511181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -511181.625000 Penalty: 2510.225830
	Iteration 62F: 3 clusters Score -511181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -601844.625000 Penalty: 1283.101440
	Iteration 0F: 2 clusters Score -601844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -597889.437500 Penalty: 2566.202881
	Iteration 0F: 3 clusters Score -597889.4 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -599034.375000 Penalty: 2566.202881
	Iteration 1F: 3 clusters Score -599034.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -599228.000000 Penalty: 2566.202881
	Iteration 2F: 3 clusters Score -599228 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -599388.687500 Penalty: 2566.202881
	Iteration 3Q: 3 clusters Score -599388.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -599521.375000 Penalty: 2566.202881
	Iteration 4Q: 3 clusters Score -599521.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -599642.312500 Penalty: 2566.202881
	Iteration 5Q: 3 clusters Score -599642.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -599749.625000 Penalty: 2566.202881
	Iteration 6Q: 3 clusters Score -599749.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -599822.562500 Penalty: 2566.202881
	Iteration 7Q: 3 clusters Score -599822.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -599899.250000 Penalty: 2566.202881
	Iteration 8Q: 3 clusters Score -599899.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -599969.500000 Penalty: 2566.202881
	Iteration 9Q: 3 clusters Score -599969.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -600024.937500 Penalty: 2566.202881
	Iteration 10Q: 3 clusters Score -600024.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -600086.625000 Penalty: 2566.202881
	Iteration 11Q: 3 clusters Score -600086.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -600142.125000 Penalty: 2566.202881
	Iteration 12Q: 3 clusters Score -600142.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -600189.875000 Penalty: 2566.202881
	Iteration 13Q: 3 clusters Score -600189.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -600246.625000 Penalty: 2566.202881
	Iteration 14Q: 3 clusters Score -600246.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -600300.562500 Penalty: 2566.202881
	Iteration 15Q: 3 clusters Score -600300.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -600360.562500 Penalty: 2566.202881
	Iteration 16Q: 3 clusters Score -600360.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -600409.937500 Penalty: 2566.202881
	Iteration 17Q: 3 clusters Score -600409.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -600454.187500 Penalty: 2566.202881
	Iteration 18Q: 3 clusters Score -600454.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -600492.000000 Penalty: 2566.202881
	Iteration 19Q: 3 clusters Score -600492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -600541.437500 Penalty: 2566.202881
	Iteration 20F: 3 clusters Score -600541.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -600597.937500 Penalty: 2566.202881
	Iteration 21Q: 3 clusters Score -600597.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -600645.875000 Penalty: 2566.202881
	Iteration 22Q: 3 clusters Score -600645.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -600681.187500 Penalty: 2566.202881
	Iteration 23Q: 3 clusters Score -600681.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -600713.937500 Penalty: 2566.202881
	Iteration 24Q: 3 clusters Score -600713.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -600741.000000 Penalty: 2566.202881
	Iteration 25Q: 3 clusters Score -600741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -600768.250000 Penalty: 2566.202881
	Iteration 26Q: 3 clusters Score -600768.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -600793.562500 Penalty: 2566.202881
	Iteration 27Q: 3 clusters Score -600793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -600813.437500 Penalty: 2566.202881
	Iteration 28Q: 3 clusters Score -600813.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -600824.375000 Penalty: 2566.202881
	Iteration 29Q: 3 clusters Score -600824.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -600835.812500 Penalty: 2566.202881
	Iteration 30Q: 3 clusters Score -600835.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -600842.125000 Penalty: 2566.202881
	Iteration 31Q: 3 clusters Score -600842.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -600850.500000 Penalty: 2566.202881
	Iteration 32Q: 3 clusters Score -600850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -600858.375000 Penalty: 2566.202881
	Iteration 33Q: 3 clusters Score -600858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -600861.062500 Penalty: 2566.202881
	Iteration 34Q: 3 clusters Score -600861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -600863.500000 Penalty: 2566.202881
	Iteration 35Q: 3 clusters Score -600863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -600865.687500 Penalty: 2566.202881
	Iteration 36Q: 3 clusters Score -600865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -600870.312500 Penalty: 2566.202881
	Iteration 37Q: 3 clusters Score -600870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -600874.187500 Penalty: 2566.202881
	Iteration 38Q: 3 clusters Score -600874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -600876.625000 Penalty: 2566.202881
	Iteration 39Q: 3 clusters Score -600876.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -600877.687500 Penalty: 2566.202881
	Iteration 40F: 3 clusters Score -600877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -600876.375000 Penalty: 2566.202881
	Iteration 41Q: 3 clusters Score -600876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -600876.812500 Penalty: 2566.202881
	Iteration 42Q: 3 clusters Score -600876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -600878.875000 Penalty: 2566.202881
	Iteration 43Q: 3 clusters Score -600878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -600880.500000 Penalty: 2566.202881
	Iteration 44Q: 3 clusters Score -600880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -600881.375000 Penalty: 2566.202881
	Iteration 45Q: 3 clusters Score -600881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -600881.687500 Penalty: 2566.202881
	Iteration 46Q: 3 clusters Score -600881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -600883.500000 Penalty: 2566.202881
	Iteration 47Q: 3 clusters Score -600883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -600884.437500 Penalty: 2566.202881
	Iteration 48Q: 3 clusters Score -600884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -600885.437500 Penalty: 2566.202881
	Iteration 49Q: 3 clusters Score -600885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -600885.437500 Penalty: 2566.202881
	Iteration 50F: 3 clusters Score -600885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -809447.437500 Penalty: 1334.875977
	Iteration 0F: 2 clusters Score -809447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -804004.875000 Penalty: 2669.751953
	Iteration 0F: 3 clusters Score -804004.9 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -805862.750000 Penalty: 2669.751953
	Iteration 1F: 3 clusters Score -805862.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -806268.375000 Penalty: 2669.751953
	Iteration 2F: 3 clusters Score -806268.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -806685.875000 Penalty: 2669.751953
	Iteration 3F: 3 clusters Score -806685.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -807010.687500 Penalty: 2669.751953
	Iteration 4F: 3 clusters Score -807010.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -807243.125000 Penalty: 2669.751953
	Iteration 5Q: 3 clusters Score -807243.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -807425.375000 Penalty: 2669.751953
	Iteration 6Q: 3 clusters Score -807425.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -807560.125000 Penalty: 2669.751953
	Iteration 7Q: 3 clusters Score -807560.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -807665.937500 Penalty: 2669.751953
	Iteration 8Q: 3 clusters Score -807665.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -807757.437500 Penalty: 2669.751953
	Iteration 9Q: 3 clusters Score -807757.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -807850.937500 Penalty: 2669.751953
	Iteration 10Q: 3 clusters Score -807850.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -807937.625000 Penalty: 2669.751953
	Iteration 11Q: 3 clusters Score -807937.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -808019.500000 Penalty: 2669.751953
	Iteration 12Q: 3 clusters Score -808019.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -808108.937500 Penalty: 2669.751953
	Iteration 13Q: 3 clusters Score -808108.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -808187.187500 Penalty: 2669.751953
	Iteration 14Q: 3 clusters Score -808187.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -808235.625000 Penalty: 2669.751953
	Iteration 15Q: 3 clusters Score -808235.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -808276.750000 Penalty: 2669.751953
	Iteration 16Q: 3 clusters Score -808276.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -808301.562500 Penalty: 2669.751953
	Iteration 17Q: 3 clusters Score -808301.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -808323.750000 Penalty: 2669.751953
	Iteration 18Q: 3 clusters Score -808323.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -808340.687500 Penalty: 2669.751953
	Iteration 19Q: 3 clusters Score -808340.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -808353.375000 Penalty: 2669.751953
	Iteration 20F: 3 clusters Score -808353.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -808362.375000 Penalty: 2669.751953
	Iteration 21Q: 3 clusters Score -808362.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -808367.562500 Penalty: 2669.751953
	Iteration 22Q: 3 clusters Score -808367.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -808373.125000 Penalty: 2669.751953
	Iteration 23Q: 3 clusters Score -808373.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -808381.812500 Penalty: 2669.751953
	Iteration 24Q: 3 clusters Score -808381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -808386.125000 Penalty: 2669.751953
	Iteration 25Q: 3 clusters Score -808386.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -808390.062500 Penalty: 2669.751953
	Iteration 26Q: 3 clusters Score -808390.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -808395.625000 Penalty: 2669.751953
	Iteration 27Q: 3 clusters Score -808395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -808401.437500 Penalty: 2669.751953
	Iteration 28Q: 3 clusters Score -808401.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -808407.687500 Penalty: 2669.751953
	Iteration 29Q: 3 clusters Score -808407.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -808413.750000 Penalty: 2669.751953
	Iteration 30Q: 3 clusters Score -808413.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -808420.125000 Penalty: 2669.751953
	Iteration 31Q: 3 clusters Score -808420.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -808425.625000 Penalty: 2669.751953
	Iteration 32Q: 3 clusters Score -808425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -808433.625000 Penalty: 2669.751953
	Iteration 33Q: 3 clusters Score -808433.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -808438.875000 Penalty: 2669.751953
	Iteration 34Q: 3 clusters Score -808438.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -808445.937500 Penalty: 2669.751953
	Iteration 35Q: 3 clusters Score -808445.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -808452.875000 Penalty: 2669.751953
	Iteration 36Q: 3 clusters Score -808452.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -808459.312500 Penalty: 2669.751953
	Iteration 37Q: 3 clusters Score -808459.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -808467.625000 Penalty: 2669.751953
	Iteration 38Q: 3 clusters Score -808467.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -808473.437500 Penalty: 2669.751953
	Iteration 39Q: 3 clusters Score -808473.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -808477.625000 Penalty: 2669.751953
	Iteration 40F: 3 clusters Score -808477.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -808485.250000 Penalty: 2669.751953
	Iteration 41Q: 3 clusters Score -808485.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -808490.375000 Penalty: 2669.751953
	Iteration 42Q: 3 clusters Score -808490.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -808499.750000 Penalty: 2669.751953
	Iteration 43Q: 3 clusters Score -808499.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -808516.875000 Penalty: 2669.751953
	Iteration 44Q: 3 clusters Score -808516.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -808525.062500 Penalty: 2669.751953
	Iteration 45Q: 3 clusters Score -808525.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -808531.562500 Penalty: 2669.751953
	Iteration 46Q: 3 clusters Score -808531.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -808534.312500 Penalty: 2669.751953
	Iteration 47Q: 3 clusters Score -808534.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -808540.000000 Penalty: 2669.751953
	Iteration 48Q: 3 clusters Score -808540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -808545.250000 Penalty: 2669.751953
	Iteration 49Q: 3 clusters Score -808545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -808544.000000 Penalty: 2669.751953
	Iteration 50Q: 3 clusters Score -808544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -808544.000000 Penalty: 2669.751953
	Iteration 51Q: 3 clusters Score -808544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -808546.250000 Penalty: 2669.751953
	Iteration 52Q: 3 clusters Score -808546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -808546.750000 Penalty: 2669.751953
	Iteration 53Q: 3 clusters Score -808546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -808546.500000 Penalty: 2669.751953
	Iteration 54Q: 3 clusters Score -808546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -808548.937500 Penalty: 2669.751953
	Iteration 55Q: 3 clusters Score -808548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -808549.625000 Penalty: 2669.751953
	Iteration 56Q: 3 clusters Score -808549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -808549.125000 Penalty: 2669.751953
	Iteration 57Q: 3 clusters Score -808549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -808549.000000 Penalty: 2669.751953
	Iteration 58Q: 3 clusters Score -808549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -808548.250000 Penalty: 2669.751953
	Iteration 59Q: 3 clusters Score -808548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -808550.812500 Penalty: 2669.751953
	Iteration 60F: 3 clusters Score -808550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -808550.062500 Penalty: 2669.751953
	Iteration 61Q: 3 clusters Score -808550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -808550.062500 Penalty: 2669.751953
	Iteration 62F: 3 clusters Score -808550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -943533.062500 Penalty: 1337.963013
	Iteration 0F: 2 clusters Score -943533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -937902.062500 Penalty: 2675.926025
	Iteration 0F: 3 clusters Score -937902.1 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -939733.375000 Penalty: 2675.926025
	Iteration 1F: 3 clusters Score -939733.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -940030.125000 Penalty: 2675.926025
	Iteration 2F: 3 clusters Score -940030.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -940236.687500 Penalty: 2675.926025
	Iteration 3F: 3 clusters Score -940236.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -940418.000000 Penalty: 2675.926025
	Iteration 4Q: 3 clusters Score -940418 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -940585.187500 Penalty: 2675.926025
	Iteration 5Q: 3 clusters Score -940585.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -940730.687500 Penalty: 2675.926025
	Iteration 6Q: 3 clusters Score -940730.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -940868.750000 Penalty: 2675.926025
	Iteration 7Q: 3 clusters Score -940868.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -941035.062500 Penalty: 2675.926025
	Iteration 8Q: 3 clusters Score -941035.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -941229.125000 Penalty: 2675.926025
	Iteration 9Q: 3 clusters Score -941229.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -941426.562500 Penalty: 2675.926025
	Iteration 10Q: 3 clusters Score -941426.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -941639.500000 Penalty: 2675.926025
	Iteration 11Q: 3 clusters Score -941639.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -941846.687500 Penalty: 2675.926025
	Iteration 12Q: 3 clusters Score -941846.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -942034.625000 Penalty: 2675.926025
	Iteration 13Q: 3 clusters Score -942034.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -942199.562500 Penalty: 2675.926025
	Iteration 14Q: 3 clusters Score -942199.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -942314.000000 Penalty: 2675.926025
	Iteration 15Q: 3 clusters Score -942314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -942410.812500 Penalty: 2675.926025
	Iteration 16Q: 3 clusters Score -942410.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -942486.000000 Penalty: 2675.926025
	Iteration 17Q: 3 clusters Score -942486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -942546.750000 Penalty: 2675.926025
	Iteration 18Q: 3 clusters Score -942546.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -942601.375000 Penalty: 2675.926025
	Iteration 19Q: 3 clusters Score -942601.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -942646.562500 Penalty: 2675.926025
	Iteration 20F: 3 clusters Score -942646.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -942677.062500 Penalty: 2675.926025
	Iteration 21Q: 3 clusters Score -942677.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -942695.062500 Penalty: 2675.926025
	Iteration 22Q: 3 clusters Score -942695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -942713.812500 Penalty: 2675.926025
	Iteration 23Q: 3 clusters Score -942713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -942729.062500 Penalty: 2675.926025
	Iteration 24Q: 3 clusters Score -942729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -942737.437500 Penalty: 2675.926025
	Iteration 25Q: 3 clusters Score -942737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -942744.687500 Penalty: 2675.926025
	Iteration 26Q: 3 clusters Score -942744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -942747.062500 Penalty: 2675.926025
	Iteration 27Q: 3 clusters Score -942747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -942750.312500 Penalty: 2675.926025
	Iteration 28Q: 3 clusters Score -942750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -942756.562500 Penalty: 2675.926025
	Iteration 29Q: 3 clusters Score -942756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -942763.437500 Penalty: 2675.926025
	Iteration 30Q: 3 clusters Score -942763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -942770.250000 Penalty: 2675.926025
	Iteration 31Q: 3 clusters Score -942770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -942775.875000 Penalty: 2675.926025
	Iteration 32Q: 3 clusters Score -942775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -942778.625000 Penalty: 2675.926025
	Iteration 33Q: 3 clusters Score -942778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -942778.062500 Penalty: 2675.926025
	Iteration 34Q: 3 clusters Score -942778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -942778.062500 Penalty: 2675.926025
	Iteration 35F: 3 clusters Score -942778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Entering Unmasked Estep 
Score: -1017464.625000 Penalty: 1357.003906
	Iteration 0F: 2 clusters Score -1017465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1011210.500000 Penalty: 2714.007812
	Iteration 0F: 3 clusters Score -1011210 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1013259.375000 Penalty: 2714.007812
	Iteration 1F: 3 clusters Score -1013259 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1013551.812500 Penalty: 2714.007812
	Iteration 2F: 3 clusters Score -1013552 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1013747.375000 Penalty: 2714.007812
	Iteration 3F: 3 clusters Score -1013747 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1013870.250000 Penalty: 2714.007812
	Iteration 4Q: 3 clusters Score -1013870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1013975.000000 Penalty: 2714.007812
	Iteration 5Q: 3 clusters Score -1013975 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1014064.437500 Penalty: 2714.007812
	Iteration 6Q: 3 clusters Score -1014064 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1014143.250000 Penalty: 2714.007812
	Iteration 7Q: 3 clusters Score -1014143 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1014231.750000 Penalty: 2714.007812
	Iteration 8Q: 3 clusters Score -1014232 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1014319.875000 Penalty: 2714.007812
	Iteration 9Q: 3 clusters Score -1014320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1014420.687500 Penalty: 2714.007812
	Iteration 10Q: 3 clusters Score -1014421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1014508.375000 Penalty: 2714.007812
	Iteration 11Q: 3 clusters Score -1014508 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1014597.875000 Penalty: 2714.007812
	Iteration 12Q: 3 clusters Score -1014598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1014694.250000 Penalty: 2714.007812
	Iteration 13Q: 3 clusters Score -1014694 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1014784.562500 Penalty: 2714.007812
	Iteration 14Q: 3 clusters Score -1014785 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1014881.375000 Penalty: 2714.007812
	Iteration 15Q: 3 clusters Score -1014881 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1014970.125000 Penalty: 2714.007812
	Iteration 16Q: 3 clusters Score -1014970 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1015080.937500 Penalty: 2714.007812
	Iteration 17Q: 3 clusters Score -1015081 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1015193.750000 Penalty: 2714.007812
	Iteration 18Q: 3 clusters Score -1015194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1015313.750000 Penalty: 2714.007812
	Iteration 19Q: 3 clusters Score -1015314 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1015442.312500 Penalty: 2714.007812
	Iteration 20F: 3 clusters Score -1015442 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1015573.562500 Penalty: 2714.007812
	Iteration 21Q: 3 clusters Score -1015574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1015690.812500 Penalty: 2714.007812
	Iteration 22Q: 3 clusters Score -1015691 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1015792.875000 Penalty: 2714.007812
	Iteration 23Q: 3 clusters Score -1015793 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1015884.812500 Penalty: 2714.007812
	Iteration 24Q: 3 clusters Score -1015885 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1015966.000000 Penalty: 2714.007812
	Iteration 25Q: 3 clusters Score -1015966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1016014.312500 Penalty: 2714.007812
	Iteration 26Q: 3 clusters Score -1016014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1016080.125000 Penalty: 2714.007812
	Iteration 27Q: 3 clusters Score -1016080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1016136.250000 Penalty: 2714.007812
	Iteration 28Q: 3 clusters Score -1016136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1016172.375000 Penalty: 2714.007812
	Iteration 29Q: 3 clusters Score -1016172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1016205.500000 Penalty: 2714.007812
	Iteration 30Q: 3 clusters Score -1016206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1016238.500000 Penalty: 2714.007812
	Iteration 31Q: 3 clusters Score -1016238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1016270.562500 Penalty: 2714.007812
	Iteration 32Q: 3 clusters Score -1016271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1016299.625000 Penalty: 2714.007812
	Iteration 33Q: 3 clusters Score -1016300 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1016328.187500 Penalty: 2714.007812
	Iteration 34Q: 3 clusters Score -1016328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1016352.000000 Penalty: 2714.007812
	Iteration 35Q: 3 clusters Score -1016352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1016382.562500 Penalty: 2714.007812
	Iteration 36Q: 3 clusters Score -1016383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1016413.312500 Penalty: 2714.007812
	Iteration 37Q: 3 clusters Score -1016413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1016440.500000 Penalty: 2714.007812
	Iteration 38Q: 3 clusters Score -1016440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1016465.125000 Penalty: 2714.007812
	Iteration 39Q: 3 clusters Score -1016465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1016480.687500 Penalty: 2714.007812
	Iteration 40F: 3 clusters Score -1016481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1016496.375000 Penalty: 2714.007812
	Iteration 41Q: 3 clusters Score -1016496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1016501.062500 Penalty: 2714.007812
	Iteration 42Q: 3 clusters Score -1016501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1016512.875000 Penalty: 2714.007812
	Iteration 43Q: 3 clusters Score -1016513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1016524.000000 Penalty: 2714.007812
	Iteration 44Q: 3 clusters Score -1016524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1016533.125000 Penalty: 2714.007812
	Iteration 45Q: 3 clusters Score -1016533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1016549.125000 Penalty: 2714.007812
	Iteration 46Q: 3 clusters Score -1016549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1016562.500000 Penalty: 2714.007812
	Iteration 47Q: 3 clusters Score -1016562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1016572.000000 Penalty: 2714.007812
	Iteration 48Q: 3 clusters Score -1016572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1016581.437500 Penalty: 2714.007812
	Iteration 49Q: 3 clusters Score -1016581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1016593.312500 Penalty: 2714.007812
	Iteration 50Q: 3 clusters Score -1016593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1016604.062500 Penalty: 2714.007812
	Iteration 51Q: 3 clusters Score -1016604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1016612.812500 Penalty: 2714.007812
	Iteration 52Q: 3 clusters Score -1016613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1016620.250000 Penalty: 2714.007812
	Iteration 53Q: 3 clusters Score -1016620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1016624.437500 Penalty: 2714.007812
	Iteration 54Q: 3 clusters Score -1016624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1016629.437500 Penalty: 2714.007812
	Iteration 55Q: 3 clusters Score -1016629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1016633.312500 Penalty: 2714.007812
	Iteration 56Q: 3 clusters Score -1016633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1016632.812500 Penalty: 2714.007812
	Iteration 57Q: 3 clusters Score -1016633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1016633.187500 Penalty: 2714.007812
	Iteration 58Q: 3 clusters Score -1016633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1016634.000000 Penalty: 2714.007812
	Iteration 59Q: 3 clusters Score -1016634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1016633.437500 Penalty: 2714.007812
	Iteration 60F: 3 clusters Score -1016633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1016635.562500 Penalty: 2714.007812
	Iteration 61Q: 3 clusters Score -1016636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1016635.562500 Penalty: 2714.007812
	Iteration 62F: 3 clusters Score -1016636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (67376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Entering Unmasked Estep 
Score: -7665554.500000 Penalty: 1654.364990
	Iteration 0F: 2 clusters Score -7665554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -7621732.500000 Penalty: 3308.729980
	Iteration 0F: 3 clusters Score -7621732 nChanged 31542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -7639303.000000 Penalty: 3308.729980
	Iteration 1F: 3 clusters Score -7639303 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -7639915.000000 Penalty: 3308.729980
	Iteration 2Q: 3 clusters Score -7639915 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7640544.500000 Penalty: 3308.729980
	Iteration 3Q: 3 clusters Score -7640544 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -7641205.500000 Penalty: 3308.729980
	Iteration 4Q: 3 clusters Score -7641206 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -7641940.500000 Penalty: 3308.729980
	Iteration 5Q: 3 clusters Score -7641940 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -7642748.000000 Penalty: 3308.729980
	Iteration 6Q: 3 clusters Score -7642748 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -7643516.500000 Penalty: 3308.729980
	Iteration 7Q: 3 clusters Score -7643516 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -7644407.000000 Penalty: 3308.729980
	Iteration 8Q: 3 clusters Score -7644407 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -7645321.500000 Penalty: 3308.729980
	Iteration 9Q: 3 clusters Score -7645322 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -7646344.500000 Penalty: 3308.729980
	Iteration 10Q: 3 clusters Score -7646344 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -7647530.500000 Penalty: 3308.729980
	Iteration 11Q: 3 clusters Score -7647530 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -7648943.000000 Penalty: 3308.729980
	Iteration 12Q: 3 clusters Score -7648943 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -7650490.000000 Penalty: 3308.729980
	Iteration 13Q: 3 clusters Score -7650490 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -7652061.500000 Penalty: 3308.729980
	Iteration 14Q: 3 clusters Score -7652062 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7653207.500000 Penalty: 3308.729980
	Iteration 15Q: 3 clusters Score -7653208 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7654054.500000 Penalty: 3308.729980
	Iteration 16Q: 3 clusters Score -7654054 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -7654471.000000 Penalty: 3308.729980
	Iteration 17Q: 3 clusters Score -7654471 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -7654614.000000 Penalty: 3308.729980
	Iteration 18Q: 3 clusters Score -7654614 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -7654705.500000 Penalty: 3308.729980
	Iteration 19Q: 3 clusters Score -7654706 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -7654859.500000 Penalty: 3308.729980
	Iteration 20F: 3 clusters Score -7654860 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -7654960.000000 Penalty: 3308.729980
	Iteration 21Q: 3 clusters Score -7654960 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -7655075.500000 Penalty: 3308.729980
	Iteration 22Q: 3 clusters Score -7655076 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -7655134.000000 Penalty: 3308.729980
	Iteration 23Q: 3 clusters Score -7655134 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -7655178.500000 Penalty: 3308.729980
	Iteration 24Q: 3 clusters Score -7655178 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -7655184.000000 Penalty: 3308.729980
	Iteration 25Q: 3 clusters Score -7655184 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -7655259.000000 Penalty: 3308.729980
	Iteration 26Q: 3 clusters Score -7655259 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7655333.000000 Penalty: 3308.729980
	Iteration 27Q: 3 clusters Score -7655333 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -7655396.000000 Penalty: 3308.729980
	Iteration 28Q: 3 clusters Score -7655396 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -7655512.000000 Penalty: 3308.729980
	Iteration 29Q: 3 clusters Score -7655512 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -7655628.000000 Penalty: 3308.729980
	Iteration 30Q: 3 clusters Score -7655628 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7655693.000000 Penalty: 3308.729980
	Iteration 31Q: 3 clusters Score -7655693 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -7655812.000000 Penalty: 3308.729980
	Iteration 32Q: 3 clusters Score -7655812 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -7655925.500000 Penalty: 3308.729980
	Iteration 33Q: 3 clusters Score -7655926 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -7656040.500000 Penalty: 3308.729980
	Iteration 34Q: 3 clusters Score -7656040 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7656084.000000 Penalty: 3308.729980
	Iteration 35Q: 3 clusters Score -7656084 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7656169.500000 Penalty: 3308.729980
	Iteration 36Q: 3 clusters Score -7656170 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -7656272.500000 Penalty: 3308.729980
	Iteration 37Q: 3 clusters Score -7656272 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7656329.000000 Penalty: 3308.729980
	Iteration 38Q: 3 clusters Score -7656329 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -7656411.000000 Penalty: 3308.729980
	Iteration 39Q: 3 clusters Score -7656411 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -7656510.000000 Penalty: 3308.729980
	Iteration 40F: 3 clusters Score -7656510 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -7656590.000000 Penalty: 3308.729980
	Iteration 41Q: 3 clusters Score -7656590 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -7656635.000000 Penalty: 3308.729980
	Iteration 42Q: 3 clusters Score -7656635 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -7656700.000000 Penalty: 3308.729980
	Iteration 43Q: 3 clusters Score -7656700 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -7656774.500000 Penalty: 3308.729980
	Iteration 44Q: 3 clusters Score -7656774 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -7656825.500000 Penalty: 3308.729980
	Iteration 45Q: 3 clusters Score -7656826 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -7656910.500000 Penalty: 3308.729980
	Iteration 46Q: 3 clusters Score -7656910 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -7656918.000000 Penalty: 3308.729980
	Iteration 47Q: 3 clusters Score -7656918 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -7657005.500000 Penalty: 3308.729980
	Iteration 48Q: 3 clusters Score -7657006 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -7657031.000000 Penalty: 3308.729980
	Iteration 49Q: 3 clusters Score -7657031 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -7657071.000000 Penalty: 3308.729980
	Iteration 50Q: 3 clusters Score -7657071 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -7657122.500000 Penalty: 3308.729980
	Iteration 51Q: 3 clusters Score -7657122 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -7657145.500000 Penalty: 3308.729980
	Iteration 52Q: 3 clusters Score -7657146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -7657231.000000 Penalty: 3308.729980
	Iteration 53Q: 3 clusters Score -7657231 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -7657286.000000 Penalty: 3308.729980
	Iteration 54Q: 3 clusters Score -7657286 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -7657334.000000 Penalty: 3308.729980
	Iteration 55Q: 3 clusters Score -7657334 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7657411.500000 Penalty: 3308.729980
	Iteration 56Q: 3 clusters Score -7657412 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7657434.000000 Penalty: 3308.729980
	Iteration 57Q: 3 clusters Score -7657434 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -7657436.500000 Penalty: 3308.729980
	Iteration 58Q: 3 clusters Score -7657436 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7657486.000000 Penalty: 3308.729980
	Iteration 59Q: 3 clusters Score -7657486 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -7657528.500000 Penalty: 3308.729980
	Iteration 60F: 3 clusters Score -7657528 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -7657594.500000 Penalty: 3308.729980
	Iteration 61Q: 3 clusters Score -7657594 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -7657588.500000 Penalty: 3308.729980
	Iteration 62Q: 3 clusters Score -7657588 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -7657643.000000 Penalty: 3308.729980
	Iteration 63Q: 3 clusters Score -7657643 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7657693.500000 Penalty: 3308.729980
	Iteration 64Q: 3 clusters Score -7657694 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7657757.500000 Penalty: 3308.729980
	Iteration 65Q: 3 clusters Score -7657758 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7657835.000000 Penalty: 3308.729980
	Iteration 66Q: 3 clusters Score -7657835 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -7657898.000000 Penalty: 3308.729980
	Iteration 67Q: 3 clusters Score -7657898 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -7657944.500000 Penalty: 3308.729980
	Iteration 68Q: 3 clusters Score -7657944 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -7657993.500000 Penalty: 3308.729980
	Iteration 69Q: 3 clusters Score -7657994 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -7658049.000000 Penalty: 3308.729980
	Iteration 70Q: 3 clusters Score -7658049 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -7658108.500000 Penalty: 3308.729980
	Iteration 71Q: 3 clusters Score -7658108 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -7658167.500000 Penalty: 3308.729980
	Iteration 72Q: 3 clusters Score -7658168 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -7658212.000000 Penalty: 3308.729980
	Iteration 73Q: 3 clusters Score -7658212 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -7658264.500000 Penalty: 3308.729980
	Iteration 74Q: 3 clusters Score -7658264 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -7658309.500000 Penalty: 3308.729980
	Iteration 75Q: 3 clusters Score -7658310 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -7658332.500000 Penalty: 3308.729980
	Iteration 76Q: 3 clusters Score -7658332 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7658403.000000 Penalty: 3308.729980
	Iteration 77Q: 3 clusters Score -7658403 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -7658504.000000 Penalty: 3308.729980
	Iteration 78Q: 3 clusters Score -7658504 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -7658563.000000 Penalty: 3308.729980
	Iteration 79Q: 3 clusters Score -7658563 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -7658650.500000 Penalty: 3308.729980
	Iteration 80F: 3 clusters Score -7658650 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7658741.000000 Penalty: 3308.729980
	Iteration 81Q: 3 clusters Score -7658741 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -7658834.500000 Penalty: 3308.729980
	Iteration 82Q: 3 clusters Score -7658834 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -7658936.000000 Penalty: 3308.729980
	Iteration 83Q: 3 clusters Score -7658936 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -7658996.000000 Penalty: 3308.729980
	Iteration 84Q: 3 clusters Score -7658996 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7659133.500000 Penalty: 3308.729980
	Iteration 85Q: 3 clusters Score -7659134 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7659232.000000 Penalty: 3308.729980
	Iteration 86Q: 3 clusters Score -7659232 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -7659321.500000 Penalty: 3308.729980
	Iteration 87Q: 3 clusters Score -7659322 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -7659440.000000 Penalty: 3308.729980
	Iteration 88Q: 3 clusters Score -7659440 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -7659562.500000 Penalty: 3308.729980
	Iteration 89Q: 3 clusters Score -7659562 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -7659737.500000 Penalty: 3308.729980
	Iteration 90Q: 3 clusters Score -7659738 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -7659945.000000 Penalty: 3308.729980
	Iteration 91Q: 3 clusters Score -7659945 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -7660097.500000 Penalty: 3308.729980
	Iteration 92Q: 3 clusters Score -7660098 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -7660268.000000 Penalty: 3308.729980
	Iteration 93Q: 3 clusters Score -7660268 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -7660401.500000 Penalty: 3308.729980
	Iteration 94Q: 3 clusters Score -7660402 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -7660567.000000 Penalty: 3308.729980
	Iteration 95Q: 3 clusters Score -7660567 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -7660697.000000 Penalty: 3308.729980
	Iteration 96Q: 3 clusters Score -7660697 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -7660852.500000 Penalty: 3308.729980
	Iteration 97Q: 3 clusters Score -7660852 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7661008.000000 Penalty: 3308.729980
	Iteration 98Q: 3 clusters Score -7661008 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -7661132.500000 Penalty: 3308.729980
	Iteration 99Q: 3 clusters Score -7661132 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -7661279.000000 Penalty: 3308.729980
	Iteration 100F: 3 clusters Score -7661279 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -7661370.000000 Penalty: 3308.729980
	Iteration 101Q: 3 clusters Score -7661370 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7661433.000000 Penalty: 3308.729980
	Iteration 102Q: 3 clusters Score -7661433 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -7661546.500000 Penalty: 3308.729980
	Iteration 103Q: 3 clusters Score -7661546 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7661629.500000 Penalty: 3308.729980
	Iteration 104Q: 3 clusters Score -7661630 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -7661701.500000 Penalty: 3308.729980
	Iteration 105Q: 3 clusters Score -7661702 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7661783.000000 Penalty: 3308.729980
	Iteration 106Q: 3 clusters Score -7661783 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7661861.500000 Penalty: 3308.729980
	Iteration 107Q: 3 clusters Score -7661862 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -7661998.500000 Penalty: 3308.729980
	Iteration 108Q: 3 clusters Score -7661998 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -7662093.500000 Penalty: 3308.729980
	Iteration 109Q: 3 clusters Score -7662094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -7662225.000000 Penalty: 3308.729980
	Iteration 110Q: 3 clusters Score -7662225 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -7662309.000000 Penalty: 3308.729980
	Iteration 111Q: 3 clusters Score -7662309 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -7662415.000000 Penalty: 3308.729980
	Iteration 112Q: 3 clusters Score -7662415 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -7662497.000000 Penalty: 3308.729980
	Iteration 113Q: 3 clusters Score -7662497 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7662611.500000 Penalty: 3308.729980
	Iteration 114Q: 3 clusters Score -7662612 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -7662693.500000 Penalty: 3308.729980
	Iteration 115Q: 3 clusters Score -7662694 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7662818.500000 Penalty: 3308.729980
	Iteration 116Q: 3 clusters Score -7662818 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7662939.500000 Penalty: 3308.729980
	Iteration 117Q: 3 clusters Score -7662940 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7663030.000000 Penalty: 3308.729980
	Iteration 118Q: 3 clusters Score -7663030 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7663146.500000 Penalty: 3308.729980
	Iteration 119Q: 3 clusters Score -7663146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7663223.500000 Penalty: 3308.729980
	Iteration 120F: 3 clusters Score -7663224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7663336.500000 Penalty: 3308.729980
	Iteration 121Q: 3 clusters Score -7663336 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7663448.500000 Penalty: 3308.729980
	Iteration 122Q: 3 clusters Score -7663448 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7663504.500000 Penalty: 3308.729980
	Iteration 123Q: 3 clusters Score -7663504 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7663568.500000 Penalty: 3308.729980
	Iteration 124Q: 3 clusters Score -7663568 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7663615.500000 Penalty: 3308.729980
	Iteration 125Q: 3 clusters Score -7663616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7663670.500000 Penalty: 3308.729980
	Iteration 126Q: 3 clusters Score -7663670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7663727.500000 Penalty: 3308.729980
	Iteration 127Q: 3 clusters Score -7663728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7663770.000000 Penalty: 3308.729980
	Iteration 128Q: 3 clusters Score -7663770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7663861.500000 Penalty: 3308.729980
	Iteration 129Q: 3 clusters Score -7663862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7663909.000000 Penalty: 3308.729980
	Iteration 130Q: 3 clusters Score -7663909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7663960.000000 Penalty: 3308.729980
	Iteration 131Q: 3 clusters Score -7663960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7664023.500000 Penalty: 3308.729980
	Iteration 132Q: 3 clusters Score -7664024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7664071.000000 Penalty: 3308.729980
	Iteration 133Q: 3 clusters Score -7664071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7664077.500000 Penalty: 3308.729980
	Iteration 134Q: 3 clusters Score -7664078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7664100.500000 Penalty: 3308.729980
	Iteration 135Q: 3 clusters Score -7664100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7664123.500000 Penalty: 3308.729980
	Iteration 136Q: 3 clusters Score -7664124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7664136.000000 Penalty: 3308.729980
	Iteration 137Q: 3 clusters Score -7664136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7664152.000000 Penalty: 3308.729980
	Iteration 138Q: 3 clusters Score -7664152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7664159.500000 Penalty: 3308.729980
	Iteration 139Q: 3 clusters Score -7664160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7664169.000000 Penalty: 3308.729980
	Iteration 140F: 3 clusters Score -7664169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7664188.000000 Penalty: 3308.729980
	Iteration 141Q: 3 clusters Score -7664188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7664207.000000 Penalty: 3308.729980
	Iteration 142Q: 3 clusters Score -7664207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7664207.000000 Penalty: 3308.729980
	Iteration 143Q: 3 clusters Score -7664207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7664221.500000 Penalty: 3308.729980
	Iteration 144Q: 3 clusters Score -7664222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7664241.000000 Penalty: 3308.729980
	Iteration 145Q: 3 clusters Score -7664241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7664243.000000 Penalty: 3308.729980
	Iteration 146Q: 3 clusters Score -7664243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7664243.000000 Penalty: 3308.729980
	Iteration 147Q: 3 clusters Score -7664243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7664251.500000 Penalty: 3308.729980
	Iteration 148Q: 3 clusters Score -7664252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7664255.000000 Penalty: 3308.729980
	Iteration 149Q: 3 clusters Score -7664255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7664259.000000 Penalty: 3308.729980
	Iteration 150Q: 3 clusters Score -7664259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7664253.000000 Penalty: 3308.729980
	Iteration 151Q: 3 clusters Score -7664253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7664260.500000 Penalty: 3308.729980
	Iteration 152Q: 3 clusters Score -7664260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7664255.500000 Penalty: 3308.729980
	Iteration 153Q: 3 clusters Score -7664256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7664258.000000 Penalty: 3308.729980
	Iteration 154Q: 3 clusters Score -7664258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7664258.000000 Penalty: 3308.729980
	Iteration 155F: 3 clusters Score -7664258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Entering Unmasked Estep 
Score: -7582109.000000 Penalty: 1655.887573
	Iteration 0F: 2 clusters Score -7582109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -7537722.500000 Penalty: 3311.775146
	Iteration 0F: 3 clusters Score -7537722 nChanged 31764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -7556435.500000 Penalty: 3311.775146
	Iteration 1F: 3 clusters Score -7556436 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -7557783.000000 Penalty: 3311.775146
	Iteration 2Q: 3 clusters Score -7557783 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7559640.000000 Penalty: 3311.775146
	Iteration 3F: 3 clusters Score -7559640 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7562469.000000 Penalty: 3311.775146
	Iteration 4F: 3 clusters Score -7562469 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -7565873.000000 Penalty: 3311.775146
	Iteration 5F: 3 clusters Score -7565873 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -7569443.500000 Penalty: 3311.775146
	Iteration 6F: 3 clusters Score -7569444 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7572553.000000 Penalty: 3311.775146
	Iteration 7F: 3 clusters Score -7572553 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -7574904.000000 Penalty: 3311.775146
	Iteration 8Q: 3 clusters Score -7574904 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -7576540.000000 Penalty: 3311.775146
	Iteration 9Q: 3 clusters Score -7576540 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -7577582.000000 Penalty: 3311.775146
	Iteration 10Q: 3 clusters Score -7577582 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -7578253.000000 Penalty: 3311.775146
	Iteration 11Q: 3 clusters Score -7578253 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -7578705.500000 Penalty: 3311.775146
	Iteration 12Q: 3 clusters Score -7578706 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7579058.500000 Penalty: 3311.775146
	Iteration 13Q: 3 clusters Score -7579058 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7579372.000000 Penalty: 3311.775146
	Iteration 14Q: 3 clusters Score -7579372 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -7579688.500000 Penalty: 3311.775146
	Iteration 15Q: 3 clusters Score -7579688 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -7579996.500000 Penalty: 3311.775146
	Iteration 16Q: 3 clusters Score -7579996 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -7580277.500000 Penalty: 3311.775146
	Iteration 17Q: 3 clusters Score -7580278 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -7580516.500000 Penalty: 3311.775146
	Iteration 18Q: 3 clusters Score -7580516 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -7580734.000000 Penalty: 3311.775146
	Iteration 19Q: 3 clusters Score -7580734 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -7580895.000000 Penalty: 3311.775146
	Iteration 20F: 3 clusters Score -7580895 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -7581034.000000 Penalty: 3311.775146
	Iteration 21Q: 3 clusters Score -7581034 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -7581109.000000 Penalty: 3311.775146
	Iteration 22Q: 3 clusters Score -7581109 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -7581177.000000 Penalty: 3311.775146
	Iteration 23Q: 3 clusters Score -7581177 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -7581225.500000 Penalty: 3311.775146
	Iteration 24Q: 3 clusters Score -7581226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -7581243.000000 Penalty: 3311.775146
	Iteration 25Q: 3 clusters Score -7581243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -7581298.000000 Penalty: 3311.775146
	Iteration 26Q: 3 clusters Score -7581298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -7581333.500000 Penalty: 3311.775146
	Iteration 27Q: 3 clusters Score -7581334 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -7581343.500000 Penalty: 3311.775146
	Iteration 28Q: 3 clusters Score -7581344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -7581377.500000 Penalty: 3311.775146
	Iteration 29Q: 3 clusters Score -7581378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -7581389.500000 Penalty: 3311.775146
	Iteration 30Q: 3 clusters Score -7581390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -7581426.000000 Penalty: 3311.775146
	Iteration 31Q: 3 clusters Score -7581426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -7581465.500000 Penalty: 3311.775146
	Iteration 32Q: 3 clusters Score -7581466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7581491.000000 Penalty: 3311.775146
	Iteration 33Q: 3 clusters Score -7581491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -7581509.500000 Penalty: 3311.775146
	Iteration 34Q: 3 clusters Score -7581510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -7581545.500000 Penalty: 3311.775146
	Iteration 35Q: 3 clusters Score -7581546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -7581556.000000 Penalty: 3311.775146
	Iteration 36Q: 3 clusters Score -7581556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -7581589.500000 Penalty: 3311.775146
	Iteration 37Q: 3 clusters Score -7581590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -7581608.500000 Penalty: 3311.775146
	Iteration 38Q: 3 clusters Score -7581608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -7581641.000000 Penalty: 3311.775146
	Iteration 39Q: 3 clusters Score -7581641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -7581654.000000 Penalty: 3311.775146
	Iteration 40F: 3 clusters Score -7581654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -7581680.500000 Penalty: 3311.775146
	Iteration 41Q: 3 clusters Score -7581680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -7581696.000000 Penalty: 3311.775146
	Iteration 42Q: 3 clusters Score -7581696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -7581717.000000 Penalty: 3311.775146
	Iteration 43Q: 3 clusters Score -7581717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7581719.500000 Penalty: 3311.775146
	Iteration 44Q: 3 clusters Score -7581720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -7581743.000000 Penalty: 3311.775146
	Iteration 45Q: 3 clusters Score -7581743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -7581766.500000 Penalty: 3311.775146
	Iteration 46Q: 3 clusters Score -7581766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -7581780.500000 Penalty: 3311.775146
	Iteration 47Q: 3 clusters Score -7581780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -7581798.000000 Penalty: 3311.775146
	Iteration 48Q: 3 clusters Score -7581798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -7581826.500000 Penalty: 3311.775146
	Iteration 49Q: 3 clusters Score -7581826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -7581844.500000 Penalty: 3311.775146
	Iteration 50Q: 3 clusters Score -7581844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -7581867.500000 Penalty: 3311.775146
	Iteration 51Q: 3 clusters Score -7581868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -7581880.500000 Penalty: 3311.775146
	Iteration 52Q: 3 clusters Score -7581880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -7581919.000000 Penalty: 3311.775146
	Iteration 53Q: 3 clusters Score -7581919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -7581949.500000 Penalty: 3311.775146
	Iteration 54Q: 3 clusters Score -7581950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -7581976.000000 Penalty: 3311.775146
	Iteration 55Q: 3 clusters Score -7581976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -7581973.500000 Penalty: 3311.775146
	Iteration 56Q: 3 clusters Score -7581974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -7581981.000000 Penalty: 3311.775146
	Iteration 57Q: 3 clusters Score -7581981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -7581998.500000 Penalty: 3311.775146
	Iteration 58Q: 3 clusters Score -7581998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -7581998.000000 Penalty: 3311.775146
	Iteration 59Q: 3 clusters Score -7581998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -7581996.500000 Penalty: 3311.775146
	Iteration 60F: 3 clusters Score -7581996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7582003.500000 Penalty: 3311.775146
	Iteration 61Q: 3 clusters Score -7582004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -7582002.000000 Penalty: 3311.775146
	Iteration 62Q: 3 clusters Score -7582002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7582003.500000 Penalty: 3311.775146
	Iteration 63Q: 3 clusters Score -7582004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7582010.500000 Penalty: 3311.775146
	Iteration 64Q: 3 clusters Score -7582010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -7582012.500000 Penalty: 3311.775146
	Iteration 65Q: 3 clusters Score -7582012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7582009.000000 Penalty: 3311.775146
	Iteration 66Q: 3 clusters Score -7582009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -7582012.000000 Penalty: 3311.775146
	Iteration 67Q: 3 clusters Score -7582012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -7582014.500000 Penalty: 3311.775146
	Iteration 68Q: 3 clusters Score -7582014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -7582016.500000 Penalty: 3311.775146
	Iteration 69Q: 3 clusters Score -7582016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -7582025.000000 Penalty: 3311.775146
	Iteration 70Q: 3 clusters Score -7582025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7582028.500000 Penalty: 3311.775146
	Iteration 71Q: 3 clusters Score -7582028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7582024.500000 Penalty: 3311.775146
	Iteration 72Q: 3 clusters Score -7582024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7582026.500000 Penalty: 3311.775146
	Iteration 73Q: 3 clusters Score -7582026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7582029.500000 Penalty: 3311.775146
	Iteration 74Q: 3 clusters Score -7582030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -7582033.500000 Penalty: 3311.775146
	Iteration 75Q: 3 clusters Score -7582034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7582030.500000 Penalty: 3311.775146
	Iteration 76Q: 3 clusters Score -7582030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7582027.000000 Penalty: 3311.775146
	Iteration 77Q: 3 clusters Score -7582027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -7582038.500000 Penalty: 3311.775146
	Iteration 78Q: 3 clusters Score -7582038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -7582035.000000 Penalty: 3311.775146
	Iteration 79Q: 3 clusters Score -7582035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -7582035.000000 Penalty: 3311.775146
	Iteration 80F: 3 clusters Score -7582035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Entering Unmasked Estep 
Score: -2309240.750000 Penalty: 1476.658569
	Iteration 0F: 2 clusters Score -2309241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2295890.250000 Penalty: 2953.317139
	Iteration 0F: 3 clusters Score -2295890 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2300769.750000 Penalty: 2953.317139
	Iteration 1F: 3 clusters Score -2300770 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2301207.000000 Penalty: 2953.317139
	Iteration 2F: 3 clusters Score -2301207 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2301579.000000 Penalty: 2953.317139
	Iteration 3Q: 3 clusters Score -2301579 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2301968.750000 Penalty: 2953.317139
	Iteration 4Q: 3 clusters Score -2301969 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2302408.500000 Penalty: 2953.317139
	Iteration 5Q: 3 clusters Score -2302408 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2302916.250000 Penalty: 2953.317139
	Iteration 6Q: 3 clusters Score -2302916 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2303474.250000 Penalty: 2953.317139
	Iteration 7Q: 3 clusters Score -2303474 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2304199.000000 Penalty: 2953.317139
	Iteration 8F: 3 clusters Score -2304199 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2305001.750000 Penalty: 2953.317139
	Iteration 9F: 3 clusters Score -2305002 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2305815.750000 Penalty: 2953.317139
	Iteration 10Q: 3 clusters Score -2305816 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2306522.250000 Penalty: 2953.317139
	Iteration 11Q: 3 clusters Score -2306522 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2307041.500000 Penalty: 2953.317139
	Iteration 12Q: 3 clusters Score -2307042 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2307422.250000 Penalty: 2953.317139
	Iteration 13Q: 3 clusters Score -2307422 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2307665.250000 Penalty: 2953.317139
	Iteration 14Q: 3 clusters Score -2307665 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2307819.000000 Penalty: 2953.317139
	Iteration 15Q: 3 clusters Score -2307819 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2307911.750000 Penalty: 2953.317139
	Iteration 16Q: 3 clusters Score -2307912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2307972.250000 Penalty: 2953.317139
	Iteration 17Q: 3 clusters Score -2307972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2308026.750000 Penalty: 2953.317139
	Iteration 18Q: 3 clusters Score -2308027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2308045.750000 Penalty: 2953.317139
	Iteration 19Q: 3 clusters Score -2308046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2308066.500000 Penalty: 2953.317139
	Iteration 20F: 3 clusters Score -2308066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2308079.500000 Penalty: 2953.317139
	Iteration 21Q: 3 clusters Score -2308080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2308098.250000 Penalty: 2953.317139
	Iteration 22Q: 3 clusters Score -2308098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2308104.750000 Penalty: 2953.317139
	Iteration 23Q: 3 clusters Score -2308105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2308114.750000 Penalty: 2953.317139
	Iteration 24Q: 3 clusters Score -2308115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2308117.000000 Penalty: 2953.317139
	Iteration 25Q: 3 clusters Score -2308117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2308122.000000 Penalty: 2953.317139
	Iteration 26Q: 3 clusters Score -2308122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2308125.750000 Penalty: 2953.317139
	Iteration 27Q: 3 clusters Score -2308126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2308132.500000 Penalty: 2953.317139
	Iteration 28Q: 3 clusters Score -2308132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2308137.000000 Penalty: 2953.317139
	Iteration 29Q: 3 clusters Score -2308137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2308139.250000 Penalty: 2953.317139
	Iteration 30Q: 3 clusters Score -2308139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2308138.250000 Penalty: 2953.317139
	Iteration 31Q: 3 clusters Score -2308138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2308139.500000 Penalty: 2953.317139
	Iteration 32Q: 3 clusters Score -2308140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2308144.500000 Penalty: 2953.317139
	Iteration 33Q: 3 clusters Score -2308144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2308145.000000 Penalty: 2953.317139
	Iteration 34Q: 3 clusters Score -2308145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2308149.750000 Penalty: 2953.317139
	Iteration 35Q: 3 clusters Score -2308150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2308150.500000 Penalty: 2953.317139
	Iteration 36Q: 3 clusters Score -2308150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2308150.250000 Penalty: 2953.317139
	Iteration 37Q: 3 clusters Score -2308150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2308154.250000 Penalty: 2953.317139
	Iteration 38Q: 3 clusters Score -2308154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2308156.250000 Penalty: 2953.317139
	Iteration 39Q: 3 clusters Score -2308156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2308157.000000 Penalty: 2953.317139
	Iteration 40F: 3 clusters Score -2308157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2308158.250000 Penalty: 2953.317139
	Iteration 41Q: 3 clusters Score -2308158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2308158.250000 Penalty: 2953.317139
	Iteration 42F: 3 clusters Score -2308158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Entering Unmasked Estep 
Score: -4829715.500000 Penalty: 1580.090088
	Iteration 0F: 2 clusters Score -4829716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4803192.500000 Penalty: 3160.180176
	Iteration 0F: 3 clusters Score -4803192 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4813599.500000 Penalty: 3160.180176
	Iteration 1F: 3 clusters Score -4813600 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4814605.500000 Penalty: 3160.180176
	Iteration 2F: 3 clusters Score -4814606 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4815899.500000 Penalty: 3160.180176
	Iteration 3F: 3 clusters Score -4815900 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4817502.500000 Penalty: 3160.180176
	Iteration 4F: 3 clusters Score -4817502 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -4819265.500000 Penalty: 3160.180176
	Iteration 5F: 3 clusters Score -4819266 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4821087.000000 Penalty: 3160.180176
	Iteration 6F: 3 clusters Score -4821087 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4822755.500000 Penalty: 3160.180176
	Iteration 7F: 3 clusters Score -4822756 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4824277.500000 Penalty: 3160.180176
	Iteration 8F: 3 clusters Score -4824278 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4825651.500000 Penalty: 3160.180176
	Iteration 9Q: 3 clusters Score -4825652 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4826864.500000 Penalty: 3160.180176
	Iteration 10Q: 3 clusters Score -4826864 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4827867.500000 Penalty: 3160.180176
	Iteration 11Q: 3 clusters Score -4827868 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4828499.000000 Penalty: 3160.180176
	Iteration 12Q: 3 clusters Score -4828499 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4828874.000000 Penalty: 3160.180176
	Iteration 13Q: 3 clusters Score -4828874 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4829096.000000 Penalty: 3160.180176
	Iteration 14Q: 3 clusters Score -4829096 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4829264.500000 Penalty: 3160.180176
	Iteration 15Q: 3 clusters Score -4829264 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4829374.500000 Penalty: 3160.180176
	Iteration 16Q: 3 clusters Score -4829374 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4829450.500000 Penalty: 3160.180176
	Iteration 17Q: 3 clusters Score -4829450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4829497.500000 Penalty: 3160.180176
	Iteration 18Q: 3 clusters Score -4829498 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4829558.500000 Penalty: 3160.180176
	Iteration 19Q: 3 clusters Score -4829558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4829588.500000 Penalty: 3160.180176
	Iteration 20F: 3 clusters Score -4829588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4829613.500000 Penalty: 3160.180176
	Iteration 21Q: 3 clusters Score -4829614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4829634.500000 Penalty: 3160.180176
	Iteration 22Q: 3 clusters Score -4829634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4829654.000000 Penalty: 3160.180176
	Iteration 23Q: 3 clusters Score -4829654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4829657.500000 Penalty: 3160.180176
	Iteration 24Q: 3 clusters Score -4829658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4829688.000000 Penalty: 3160.180176
	Iteration 25Q: 3 clusters Score -4829688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4829702.000000 Penalty: 3160.180176
	Iteration 26Q: 3 clusters Score -4829702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4829702.500000 Penalty: 3160.180176
	Iteration 27Q: 3 clusters Score -4829702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4829700.000000 Penalty: 3160.180176
	Iteration 28Q: 3 clusters Score -4829700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4829694.000000 Penalty: 3160.180176
	Iteration 29Q: 3 clusters Score -4829694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4829697.500000 Penalty: 3160.180176
	Iteration 30Q: 3 clusters Score -4829698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4829696.000000 Penalty: 3160.180176
	Iteration 31Q: 3 clusters Score -4829696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4829708.000000 Penalty: 3160.180176
	Iteration 32Q: 3 clusters Score -4829708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4829706.500000 Penalty: 3160.180176
	Iteration 33Q: 3 clusters Score -4829706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4829711.500000 Penalty: 3160.180176
	Iteration 34Q: 3 clusters Score -4829712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4829713.000000 Penalty: 3160.180176
	Iteration 35Q: 3 clusters Score -4829713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4829715.000000 Penalty: 3160.180176
	Iteration 36Q: 3 clusters Score -4829715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4829707.500000 Penalty: 3160.180176
	Iteration 37Q: 3 clusters Score -4829708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4829707.000000 Penalty: 3160.180176
	Iteration 38Q: 3 clusters Score -4829707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4829710.500000 Penalty: 3160.180176
	Iteration 39Q: 3 clusters Score -4829710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4829710.500000 Penalty: 3160.180176
	Iteration 40F: 3 clusters Score -4829710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Entering Unmasked Estep 
Score: -1126556.750000 Penalty: 1366.548096
	Iteration 0F: 2 clusters Score -1126557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1119902.750000 Penalty: 2733.096191
	Iteration 0F: 3 clusters Score -1119903 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1122024.125000 Penalty: 2733.096191
	Iteration 1F: 3 clusters Score -1122024 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1122282.250000 Penalty: 2733.096191
	Iteration 2F: 3 clusters Score -1122282 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1122447.875000 Penalty: 2733.096191
	Iteration 3Q: 3 clusters Score -1122448 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1122566.250000 Penalty: 2733.096191
	Iteration 4Q: 3 clusters Score -1122566 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1122656.625000 Penalty: 2733.096191
	Iteration 5Q: 3 clusters Score -1122657 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1122721.500000 Penalty: 2733.096191
	Iteration 6Q: 3 clusters Score -1122722 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1122776.375000 Penalty: 2733.096191
	Iteration 7Q: 3 clusters Score -1122776 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1122825.000000 Penalty: 2733.096191
	Iteration 8Q: 3 clusters Score -1122825 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1122859.875000 Penalty: 2733.096191
	Iteration 9Q: 3 clusters Score -1122860 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1122894.875000 Penalty: 2733.096191
	Iteration 10Q: 3 clusters Score -1122895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1122929.500000 Penalty: 2733.096191
	Iteration 11Q: 3 clusters Score -1122930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1122962.750000 Penalty: 2733.096191
	Iteration 12Q: 3 clusters Score -1122963 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1122993.750000 Penalty: 2733.096191
	Iteration 13Q: 3 clusters Score -1122994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1123021.125000 Penalty: 2733.096191
	Iteration 14Q: 3 clusters Score -1123021 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1123050.125000 Penalty: 2733.096191
	Iteration 15Q: 3 clusters Score -1123050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1123072.000000 Penalty: 2733.096191
	Iteration 16Q: 3 clusters Score -1123072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1123096.625000 Penalty: 2733.096191
	Iteration 17Q: 3 clusters Score -1123097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1123125.750000 Penalty: 2733.096191
	Iteration 18Q: 3 clusters Score -1123126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1123154.000000 Penalty: 2733.096191
	Iteration 19Q: 3 clusters Score -1123154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1123185.125000 Penalty: 2733.096191
	Iteration 20F: 3 clusters Score -1123185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1123201.375000 Penalty: 2733.096191
	Iteration 21Q: 3 clusters Score -1123201 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1123219.500000 Penalty: 2733.096191
	Iteration 22Q: 3 clusters Score -1123220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1123242.625000 Penalty: 2733.096191
	Iteration 23Q: 3 clusters Score -1123243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1123260.750000 Penalty: 2733.096191
	Iteration 24Q: 3 clusters Score -1123261 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1123282.750000 Penalty: 2733.096191
	Iteration 25Q: 3 clusters Score -1123283 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1123318.000000 Penalty: 2733.096191
	Iteration 26Q: 3 clusters Score -1123318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1123354.875000 Penalty: 2733.096191
	Iteration 27Q: 3 clusters Score -1123355 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1123395.125000 Penalty: 2733.096191
	Iteration 28Q: 3 clusters Score -1123395 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1123435.875000 Penalty: 2733.096191
	Iteration 29Q: 3 clusters Score -1123436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1123486.625000 Penalty: 2733.096191
	Iteration 30Q: 3 clusters Score -1123487 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1123542.250000 Penalty: 2733.096191
	Iteration 31Q: 3 clusters Score -1123542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1123601.250000 Penalty: 2733.096191
	Iteration 32Q: 3 clusters Score -1123601 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1123683.125000 Penalty: 2733.096191
	Iteration 33Q: 3 clusters Score -1123683 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1123784.750000 Penalty: 2733.096191
	Iteration 34Q: 3 clusters Score -1123785 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1123909.500000 Penalty: 2733.096191
	Iteration 35Q: 3 clusters Score -1123910 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1124081.125000 Penalty: 2733.096191
	Iteration 36Q: 3 clusters Score -1124081 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1124271.750000 Penalty: 2733.096191
	Iteration 37Q: 3 clusters Score -1124272 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1124481.500000 Penalty: 2733.096191
	Iteration 38Q: 3 clusters Score -1124482 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1124651.375000 Penalty: 2733.096191
	Iteration 39Q: 3 clusters Score -1124651 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1124795.250000 Penalty: 2733.096191
	Iteration 40F: 3 clusters Score -1124795 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1124912.125000 Penalty: 2733.096191
	Iteration 41Q: 3 clusters Score -1124912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1125007.500000 Penalty: 2733.096191
	Iteration 42Q: 3 clusters Score -1125008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1125094.750000 Penalty: 2733.096191
	Iteration 43Q: 3 clusters Score -1125095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1125169.625000 Penalty: 2733.096191
	Iteration 44Q: 3 clusters Score -1125170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1125219.875000 Penalty: 2733.096191
	Iteration 45Q: 3 clusters Score -1125220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1125271.250000 Penalty: 2733.096191
	Iteration 46Q: 3 clusters Score -1125271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1125307.875000 Penalty: 2733.096191
	Iteration 47Q: 3 clusters Score -1125308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1125340.750000 Penalty: 2733.096191
	Iteration 48Q: 3 clusters Score -1125341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1125376.625000 Penalty: 2733.096191
	Iteration 49Q: 3 clusters Score -1125377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1125411.625000 Penalty: 2733.096191
	Iteration 50Q: 3 clusters Score -1125412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1125427.125000 Penalty: 2733.096191
	Iteration 51Q: 3 clusters Score -1125427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1125438.250000 Penalty: 2733.096191
	Iteration 52Q: 3 clusters Score -1125438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1125446.125000 Penalty: 2733.096191
	Iteration 53Q: 3 clusters Score -1125446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1125455.750000 Penalty: 2733.096191
	Iteration 54Q: 3 clusters Score -1125456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1125461.750000 Penalty: 2733.096191
	Iteration 55Q: 3 clusters Score -1125462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1125469.875000 Penalty: 2733.096191
	Iteration 56Q: 3 clusters Score -1125470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1125478.000000 Penalty: 2733.096191
	Iteration 57Q: 3 clusters Score -1125478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1125481.875000 Penalty: 2733.096191
	Iteration 58Q: 3 clusters Score -1125482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1125484.875000 Penalty: 2733.096191
	Iteration 59Q: 3 clusters Score -1125485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1125492.125000 Penalty: 2733.096191
	Iteration 60F: 3 clusters Score -1125492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1125494.375000 Penalty: 2733.096191
	Iteration 61Q: 3 clusters Score -1125494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1125496.250000 Penalty: 2733.096191
	Iteration 62Q: 3 clusters Score -1125496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1125505.500000 Penalty: 2733.096191
	Iteration 63Q: 3 clusters Score -1125506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1125508.500000 Penalty: 2733.096191
	Iteration 64Q: 3 clusters Score -1125508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1125512.000000 Penalty: 2733.096191
	Iteration 65Q: 3 clusters Score -1125512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1125513.000000 Penalty: 2733.096191
	Iteration 66Q: 3 clusters Score -1125513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1125514.625000 Penalty: 2733.096191
	Iteration 67Q: 3 clusters Score -1125515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1125516.875000 Penalty: 2733.096191
	Iteration 68Q: 3 clusters Score -1125517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1125517.125000 Penalty: 2733.096191
	Iteration 69Q: 3 clusters Score -1125517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1125519.875000 Penalty: 2733.096191
	Iteration 70Q: 3 clusters Score -1125520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1125523.125000 Penalty: 2733.096191
	Iteration 71Q: 3 clusters Score -1125523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1125524.000000 Penalty: 2733.096191
	Iteration 72Q: 3 clusters Score -1125524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1125526.750000 Penalty: 2733.096191
	Iteration 73Q: 3 clusters Score -1125527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1125527.500000 Penalty: 2733.096191
	Iteration 74Q: 3 clusters Score -1125528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1125527.500000 Penalty: 2733.096191
	Iteration 75F: 3 clusters Score -1125528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Entering Unmasked Estep 
Score: -1165805.500000 Penalty: 1379.771484
	Iteration 0F: 2 clusters Score -1165806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1158662.250000 Penalty: 2759.542969
	Iteration 0F: 3 clusters Score -1158662 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1161043.000000 Penalty: 2759.542969
	Iteration 1F: 3 clusters Score -1161043 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1161371.875000 Penalty: 2759.542969
	Iteration 2F: 3 clusters Score -1161372 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1161592.750000 Penalty: 2759.542969
	Iteration 3Q: 3 clusters Score -1161593 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1161761.375000 Penalty: 2759.542969
	Iteration 4Q: 3 clusters Score -1161761 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1161913.000000 Penalty: 2759.542969
	Iteration 5Q: 3 clusters Score -1161913 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1162062.125000 Penalty: 2759.542969
	Iteration 6Q: 3 clusters Score -1162062 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1162207.750000 Penalty: 2759.542969
	Iteration 7Q: 3 clusters Score -1162208 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1162347.125000 Penalty: 2759.542969
	Iteration 8Q: 3 clusters Score -1162347 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1162522.125000 Penalty: 2759.542969
	Iteration 9Q: 3 clusters Score -1162522 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1162721.750000 Penalty: 2759.542969
	Iteration 10Q: 3 clusters Score -1162722 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1162911.125000 Penalty: 2759.542969
	Iteration 11Q: 3 clusters Score -1162911 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1163097.125000 Penalty: 2759.542969
	Iteration 12Q: 3 clusters Score -1163097 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1163261.250000 Penalty: 2759.542969
	Iteration 13Q: 3 clusters Score -1163261 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1163423.125000 Penalty: 2759.542969
	Iteration 14Q: 3 clusters Score -1163423 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1163556.500000 Penalty: 2759.542969
	Iteration 15Q: 3 clusters Score -1163556 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1163658.125000 Penalty: 2759.542969
	Iteration 16Q: 3 clusters Score -1163658 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1163751.000000 Penalty: 2759.542969
	Iteration 17Q: 3 clusters Score -1163751 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1163846.250000 Penalty: 2759.542969
	Iteration 18Q: 3 clusters Score -1163846 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1163913.125000 Penalty: 2759.542969
	Iteration 19Q: 3 clusters Score -1163913 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1163990.250000 Penalty: 2759.542969
	Iteration 20F: 3 clusters Score -1163990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1164070.875000 Penalty: 2759.542969
	Iteration 21Q: 3 clusters Score -1164071 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1164148.000000 Penalty: 2759.542969
	Iteration 22Q: 3 clusters Score -1164148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1164227.000000 Penalty: 2759.542969
	Iteration 23Q: 3 clusters Score -1164227 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1164304.000000 Penalty: 2759.542969
	Iteration 24Q: 3 clusters Score -1164304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1164376.500000 Penalty: 2759.542969
	Iteration 25Q: 3 clusters Score -1164376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1164418.000000 Penalty: 2759.542969
	Iteration 26Q: 3 clusters Score -1164418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1164445.375000 Penalty: 2759.542969
	Iteration 27Q: 3 clusters Score -1164445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1164462.125000 Penalty: 2759.542969
	Iteration 28Q: 3 clusters Score -1164462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1164475.875000 Penalty: 2759.542969
	Iteration 29Q: 3 clusters Score -1164476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1164484.250000 Penalty: 2759.542969
	Iteration 30Q: 3 clusters Score -1164484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1164493.500000 Penalty: 2759.542969
	Iteration 31Q: 3 clusters Score -1164494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1164508.625000 Penalty: 2759.542969
	Iteration 32Q: 3 clusters Score -1164509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1164512.875000 Penalty: 2759.542969
	Iteration 33Q: 3 clusters Score -1164513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1164523.000000 Penalty: 2759.542969
	Iteration 34Q: 3 clusters Score -1164523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1164524.375000 Penalty: 2759.542969
	Iteration 35Q: 3 clusters Score -1164524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1164526.125000 Penalty: 2759.542969
	Iteration 36Q: 3 clusters Score -1164526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1164526.000000 Penalty: 2759.542969
	Iteration 37Q: 3 clusters Score -1164526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1164529.750000 Penalty: 2759.542969
	Iteration 38Q: 3 clusters Score -1164530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1164529.500000 Penalty: 2759.542969
	Iteration 39Q: 3 clusters Score -1164530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1164531.500000 Penalty: 2759.542969
	Iteration 40F: 3 clusters Score -1164532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1164531.000000 Penalty: 2759.542969
	Iteration 41Q: 3 clusters Score -1164531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1164531.000000 Penalty: 2759.542969
	Iteration 42F: 3 clusters Score -1164531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -25236.017578 Penalty: 856.924561
	Iteration 0F: 2 clusters Score -25236.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24507.474609 Penalty: 1713.849121
	Iteration 0F: 3 clusters Score -24507.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24623.890625 Penalty: 1713.849121
	Iteration 1F: 3 clusters Score -24623.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24677.142578 Penalty: 1713.849121
	Iteration 2Q: 3 clusters Score -24677.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24715.644531 Penalty: 1713.849121
	Iteration 3Q: 3 clusters Score -24715.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24730.541016 Penalty: 1713.849121
	Iteration 4Q: 3 clusters Score -24730.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24750.630859 Penalty: 1713.849121
	Iteration 5Q: 3 clusters Score -24750.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24767.292969 Penalty: 1713.849121
	Iteration 6Q: 3 clusters Score -24767.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24772.833984 Penalty: 1713.849121
	Iteration 7Q: 3 clusters Score -24772.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24780.191406 Penalty: 1713.849121
	Iteration 8Q: 3 clusters Score -24780.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24783.162109 Penalty: 1713.849121
	Iteration 9Q: 3 clusters Score -24783.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24790.816406 Penalty: 1713.849121
	Iteration 10Q: 3 clusters Score -24790.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24807.181641 Penalty: 1713.849121
	Iteration 11Q: 3 clusters Score -24807.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24810.738281 Penalty: 1713.849121
	Iteration 12Q: 3 clusters Score -24810.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24810.738281 Penalty: 1713.849121
	Iteration 13F: 3 clusters Score -24810.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (93131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Entering Unmasked Estep 
Score: -10773076.000000 Penalty: 1702.534180
	Iteration 0F: 2 clusters Score -1.077308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -10714165.000000 Penalty: 3405.068359
	Iteration 0F: 3 clusters Score -1.071416e+07 nChanged 43828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -10739215.000000 Penalty: 3405.068359
	Iteration 1F: 3 clusters Score -1.073922e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -10740373.000000 Penalty: 3405.068359
	Iteration 2Q: 3 clusters Score -1.074037e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -10742042.000000 Penalty: 3405.068359
	Iteration 3Q: 3 clusters Score -1.074204e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -10744947.000000 Penalty: 3405.068359
	Iteration 4F: 3 clusters Score -1.074495e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -10749409.000000 Penalty: 3405.068359
	Iteration 5F: 3 clusters Score -1.074941e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -10755637.000000 Penalty: 3405.068359
	Iteration 6F: 3 clusters Score -1.075564e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10762100.000000 Penalty: 3405.068359
	Iteration 7F: 3 clusters Score -1.07621e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -10766667.000000 Penalty: 3405.068359
	Iteration 8F: 3 clusters Score -1.076667e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -10769289.000000 Penalty: 3405.068359
	Iteration 9Q: 3 clusters Score -1.076929e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -10770637.000000 Penalty: 3405.068359
	Iteration 10Q: 3 clusters Score -1.077064e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -10771204.000000 Penalty: 3405.068359
	Iteration 11Q: 3 clusters Score -1.07712e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -10771487.000000 Penalty: 3405.068359
	Iteration 12Q: 3 clusters Score -1.077149e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -10771700.000000 Penalty: 3405.068359
	Iteration 13Q: 3 clusters Score -1.07717e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -10771791.000000 Penalty: 3405.068359
	Iteration 14Q: 3 clusters Score -1.077179e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -10771881.000000 Penalty: 3405.068359
	Iteration 15Q: 3 clusters Score -1.077188e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -10771910.000000 Penalty: 3405.068359
	Iteration 16Q: 3 clusters Score -1.077191e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -10771953.000000 Penalty: 3405.068359
	Iteration 17Q: 3 clusters Score -1.077195e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -10771983.000000 Penalty: 3405.068359
	Iteration 18Q: 3 clusters Score -1.077198e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -10771999.000000 Penalty: 3405.068359
	Iteration 19Q: 3 clusters Score -1.0772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -10772008.000000 Penalty: 3405.068359
	Iteration 20F: 3 clusters Score -1.077201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -10772000.000000 Penalty: 3405.068359
	Iteration 21Q: 3 clusters Score -1.0772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -10772020.000000 Penalty: 3405.068359
	Iteration 22Q: 3 clusters Score -1.077202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -10772019.000000 Penalty: 3405.068359
	Iteration 23Q: 3 clusters Score -1.077202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -10772038.000000 Penalty: 3405.068359
	Iteration 24Q: 3 clusters Score -1.077204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -10772031.000000 Penalty: 3405.068359
	Iteration 25Q: 3 clusters Score -1.077203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -10772027.000000 Penalty: 3405.068359
	Iteration 26Q: 3 clusters Score -1.077203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -10772037.000000 Penalty: 3405.068359
	Iteration 27Q: 3 clusters Score -1.077204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -10772030.000000 Penalty: 3405.068359
	Iteration 28Q: 3 clusters Score -1.077203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -10772036.000000 Penalty: 3405.068359
	Iteration 29Q: 3 clusters Score -1.077204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -10772051.000000 Penalty: 3405.068359
	Iteration 30Q: 3 clusters Score -1.077205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -10772059.000000 Penalty: 3405.068359
	Iteration 31Q: 3 clusters Score -1.077206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -10772051.000000 Penalty: 3405.068359
	Iteration 32Q: 3 clusters Score -1.077205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -10772051.000000 Penalty: 3405.068359
	Iteration 33F: 3 clusters Score -1.077205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1177256.625000 Penalty: 1378.169067
	Iteration 0F: 2 clusters Score -1177257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1170183.875000 Penalty: 2756.338135
	Iteration 0F: 3 clusters Score -1170184 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1172528.875000 Penalty: 2756.338135
	Iteration 1F: 3 clusters Score -1172529 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1172870.125000 Penalty: 2756.338135
	Iteration 2F: 3 clusters Score -1172870 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1173098.750000 Penalty: 2756.338135
	Iteration 3F: 3 clusters Score -1173099 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1173309.250000 Penalty: 2756.338135
	Iteration 4Q: 3 clusters Score -1173309 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1173496.500000 Penalty: 2756.338135
	Iteration 5Q: 3 clusters Score -1173496 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1173681.500000 Penalty: 2756.338135
	Iteration 6Q: 3 clusters Score -1173682 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1173923.875000 Penalty: 2756.338135
	Iteration 7Q: 3 clusters Score -1173924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1174214.250000 Penalty: 2756.338135
	Iteration 8Q: 3 clusters Score -1174214 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1174511.875000 Penalty: 2756.338135
	Iteration 9Q: 3 clusters Score -1174512 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1174811.250000 Penalty: 2756.338135
	Iteration 10Q: 3 clusters Score -1174811 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1175076.500000 Penalty: 2756.338135
	Iteration 11Q: 3 clusters Score -1175076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1175312.375000 Penalty: 2756.338135
	Iteration 12Q: 3 clusters Score -1175312 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1175520.000000 Penalty: 2756.338135
	Iteration 13Q: 3 clusters Score -1175520 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1175675.375000 Penalty: 2756.338135
	Iteration 14Q: 3 clusters Score -1175675 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1175815.375000 Penalty: 2756.338135
	Iteration 15Q: 3 clusters Score -1175815 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1175941.000000 Penalty: 2756.338135
	Iteration 16Q: 3 clusters Score -1175941 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1176053.625000 Penalty: 2756.338135
	Iteration 17Q: 3 clusters Score -1176054 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1176132.750000 Penalty: 2756.338135
	Iteration 18Q: 3 clusters Score -1176133 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1176195.125000 Penalty: 2756.338135
	Iteration 19Q: 3 clusters Score -1176195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1176253.250000 Penalty: 2756.338135
	Iteration 20F: 3 clusters Score -1176253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1176298.625000 Penalty: 2756.338135
	Iteration 21Q: 3 clusters Score -1176299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1176334.125000 Penalty: 2756.338135
	Iteration 22Q: 3 clusters Score -1176334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1176357.500000 Penalty: 2756.338135
	Iteration 23Q: 3 clusters Score -1176358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1176396.250000 Penalty: 2756.338135
	Iteration 24Q: 3 clusters Score -1176396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1176420.250000 Penalty: 2756.338135
	Iteration 25Q: 3 clusters Score -1176420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1176441.750000 Penalty: 2756.338135
	Iteration 26Q: 3 clusters Score -1176442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1176466.500000 Penalty: 2756.338135
	Iteration 27Q: 3 clusters Score -1176466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1176483.875000 Penalty: 2756.338135
	Iteration 28Q: 3 clusters Score -1176484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1176500.000000 Penalty: 2756.338135
	Iteration 29Q: 3 clusters Score -1176500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1176518.750000 Penalty: 2756.338135
	Iteration 30Q: 3 clusters Score -1176519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1176540.375000 Penalty: 2756.338135
	Iteration 31Q: 3 clusters Score -1176540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1176571.750000 Penalty: 2756.338135
	Iteration 32Q: 3 clusters Score -1176572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1176589.375000 Penalty: 2756.338135
	Iteration 33Q: 3 clusters Score -1176589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1176606.875000 Penalty: 2756.338135
	Iteration 34Q: 3 clusters Score -1176607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1176618.500000 Penalty: 2756.338135
	Iteration 35Q: 3 clusters Score -1176618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1176633.375000 Penalty: 2756.338135
	Iteration 36Q: 3 clusters Score -1176633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1176644.500000 Penalty: 2756.338135
	Iteration 37Q: 3 clusters Score -1176644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1176658.375000 Penalty: 2756.338135
	Iteration 38Q: 3 clusters Score -1176658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1176672.250000 Penalty: 2756.338135
	Iteration 39Q: 3 clusters Score -1176672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1176681.375000 Penalty: 2756.338135
	Iteration 40F: 3 clusters Score -1176681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1176688.500000 Penalty: 2756.338135
	Iteration 41Q: 3 clusters Score -1176688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1176694.000000 Penalty: 2756.338135
	Iteration 42Q: 3 clusters Score -1176694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1176709.750000 Penalty: 2756.338135
	Iteration 43Q: 3 clusters Score -1176710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1176724.125000 Penalty: 2756.338135
	Iteration 44Q: 3 clusters Score -1176724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1176734.125000 Penalty: 2756.338135
	Iteration 45Q: 3 clusters Score -1176734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1176737.750000 Penalty: 2756.338135
	Iteration 46Q: 3 clusters Score -1176738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1176742.750000 Penalty: 2756.338135
	Iteration 47Q: 3 clusters Score -1176743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1176749.875000 Penalty: 2756.338135
	Iteration 48Q: 3 clusters Score -1176750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1176752.125000 Penalty: 2756.338135
	Iteration 49Q: 3 clusters Score -1176752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1176755.250000 Penalty: 2756.338135
	Iteration 50Q: 3 clusters Score -1176755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1176757.125000 Penalty: 2756.338135
	Iteration 51Q: 3 clusters Score -1176757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1176756.750000 Penalty: 2756.338135
	Iteration 52Q: 3 clusters Score -1176757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1176756.375000 Penalty: 2756.338135
	Iteration 53Q: 3 clusters Score -1176756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1176756.375000 Penalty: 2756.338135
	Iteration 54F: 3 clusters Score -1176756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -424795.406250 Penalty: 1231.148438
	Iteration 0F: 2 clusters Score -424795.4 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 1978 members 
Entering Unmasked Estep 
Score: -421776.812500 Penalty: 2462.296875
	Iteration 0F: 3 clusters Score -421776.8 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -422596.562500 Penalty: 2462.296875
	Iteration 1F: 3 clusters Score -422596.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -422776.375000 Penalty: 2462.296875
	Iteration 2F: 3 clusters Score -422776.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -422896.875000 Penalty: 2462.296875
	Iteration 3F: 3 clusters Score -422896.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -422974.781250 Penalty: 2462.296875
	Iteration 4Q: 3 clusters Score -422974.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -423044.406250 Penalty: 2462.296875
	Iteration 5Q: 3 clusters Score -423044.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423108.125000 Penalty: 2462.296875
	Iteration 6Q: 3 clusters Score -423108.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -423152.031250 Penalty: 2462.296875
	Iteration 7Q: 3 clusters Score -423152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -423195.625000 Penalty: 2462.296875
	Iteration 8Q: 3 clusters Score -423195.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -423228.125000 Penalty: 2462.296875
	Iteration 9Q: 3 clusters Score -423228.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -423257.593750 Penalty: 2462.296875
	Iteration 10Q: 3 clusters Score -423257.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -423293.187500 Penalty: 2462.296875
	Iteration 11Q: 3 clusters Score -423293.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -423324.000000 Penalty: 2462.296875
	Iteration 12Q: 3 clusters Score -423324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -423352.593750 Penalty: 2462.296875
	Iteration 13Q: 3 clusters Score -423352.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -423376.468750 Penalty: 2462.296875
	Iteration 14Q: 3 clusters Score -423376.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -423396.718750 Penalty: 2462.296875
	Iteration 15Q: 3 clusters Score -423396.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -423415.531250 Penalty: 2462.296875
	Iteration 16Q: 3 clusters Score -423415.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -423436.812500 Penalty: 2462.296875
	Iteration 17Q: 3 clusters Score -423436.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -423455.000000 Penalty: 2462.296875
	Iteration 18Q: 3 clusters Score -423455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -423472.750000 Penalty: 2462.296875
	Iteration 19Q: 3 clusters Score -423472.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -423494.093750 Penalty: 2462.296875
	Iteration 20F: 3 clusters Score -423494.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -423508.406250 Penalty: 2462.296875
	Iteration 21Q: 3 clusters Score -423508.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -423526.406250 Penalty: 2462.296875
	Iteration 22Q: 3 clusters Score -423526.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -423540.375000 Penalty: 2462.296875
	Iteration 23Q: 3 clusters Score -423540.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -423552.000000 Penalty: 2462.296875
	Iteration 24Q: 3 clusters Score -423552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -423560.812500 Penalty: 2462.296875
	Iteration 25Q: 3 clusters Score -423560.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -423567.968750 Penalty: 2462.296875
	Iteration 26Q: 3 clusters Score -423568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -423576.625000 Penalty: 2462.296875
	Iteration 27Q: 3 clusters Score -423576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -423587.875000 Penalty: 2462.296875
	Iteration 28Q: 3 clusters Score -423587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -423593.875000 Penalty: 2462.296875
	Iteration 29Q: 3 clusters Score -423593.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -423600.687500 Penalty: 2462.296875
	Iteration 30Q: 3 clusters Score -423600.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -423606.656250 Penalty: 2462.296875
	Iteration 31Q: 3 clusters Score -423606.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -423613.281250 Penalty: 2462.296875
	Iteration 32Q: 3 clusters Score -423613.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -423622.187500 Penalty: 2462.296875
	Iteration 33Q: 3 clusters Score -423622.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -423627.781250 Penalty: 2462.296875
	Iteration 34Q: 3 clusters Score -423627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -423634.718750 Penalty: 2462.296875
	Iteration 35Q: 3 clusters Score -423634.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -423642.750000 Penalty: 2462.296875
	Iteration 36Q: 3 clusters Score -423642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -423646.343750 Penalty: 2462.296875
	Iteration 37Q: 3 clusters Score -423646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423649.718750 Penalty: 2462.296875
	Iteration 38Q: 3 clusters Score -423649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -423653.250000 Penalty: 2462.296875
	Iteration 39Q: 3 clusters Score -423653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -423657.406250 Penalty: 2462.296875
	Iteration 40F: 3 clusters Score -423657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -423660.937500 Penalty: 2462.296875
	Iteration 41Q: 3 clusters Score -423660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -423662.906250 Penalty: 2462.296875
	Iteration 42Q: 3 clusters Score -423662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -423664.718750 Penalty: 2462.296875
	Iteration 43Q: 3 clusters Score -423664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -423667.125000 Penalty: 2462.296875
	Iteration 44Q: 3 clusters Score -423667.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -423673.031250 Penalty: 2462.296875
	Iteration 45Q: 3 clusters Score -423673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -423677.437500 Penalty: 2462.296875
	Iteration 46Q: 3 clusters Score -423677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -423684.750000 Penalty: 2462.296875
	Iteration 47Q: 3 clusters Score -423684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -423689.843750 Penalty: 2462.296875
	Iteration 48Q: 3 clusters Score -423689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -423695.500000 Penalty: 2462.296875
	Iteration 49Q: 3 clusters Score -423695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -423699.093750 Penalty: 2462.296875
	Iteration 50Q: 3 clusters Score -423699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -423702.406250 Penalty: 2462.296875
	Iteration 51Q: 3 clusters Score -423702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -423710.843750 Penalty: 2462.296875
	Iteration 52Q: 3 clusters Score -423710.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -423715.406250 Penalty: 2462.296875
	Iteration 53Q: 3 clusters Score -423715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -423723.406250 Penalty: 2462.296875
	Iteration 54Q: 3 clusters Score -423723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -423730.812500 Penalty: 2462.296875
	Iteration 55Q: 3 clusters Score -423730.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -423742.687500 Penalty: 2462.296875
	Iteration 56Q: 3 clusters Score -423742.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -423750.156250 Penalty: 2462.296875
	Iteration 57Q: 3 clusters Score -423750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -423755.031250 Penalty: 2462.296875
	Iteration 58Q: 3 clusters Score -423755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -423761.437500 Penalty: 2462.296875
	Iteration 59Q: 3 clusters Score -423761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -423765.312500 Penalty: 2462.296875
	Iteration 60F: 3 clusters Score -423765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -423767.843750 Penalty: 2462.296875
	Iteration 61Q: 3 clusters Score -423767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -423769.500000 Penalty: 2462.296875
	Iteration 62Q: 3 clusters Score -423769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -423771.812500 Penalty: 2462.296875
	Iteration 63Q: 3 clusters Score -423771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -423772.843750 Penalty: 2462.296875
	Iteration 64Q: 3 clusters Score -423772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -423775.093750 Penalty: 2462.296875
	Iteration 65Q: 3 clusters Score -423775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -423776.656250 Penalty: 2462.296875
	Iteration 66Q: 3 clusters Score -423776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -423777.968750 Penalty: 2462.296875
	Iteration 67Q: 3 clusters Score -423778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -423778.218750 Penalty: 2462.296875
	Iteration 68Q: 3 clusters Score -423778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -423778.218750 Penalty: 2462.296875
	Iteration 69F: 3 clusters Score -423778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -985636.375000 Penalty: 1345.367554
	Iteration 0F: 2 clusters Score -985636.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -979812.812500 Penalty: 2690.735107
	Iteration 0F: 3 clusters Score -979812.8 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -981689.125000 Penalty: 2690.735107
	Iteration 1F: 3 clusters Score -981689.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -981980.062500 Penalty: 2690.735107
	Iteration 2F: 3 clusters Score -981980.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -982164.875000 Penalty: 2690.735107
	Iteration 3F: 3 clusters Score -982164.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -982290.625000 Penalty: 2690.735107
	Iteration 4Q: 3 clusters Score -982290.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -982391.625000 Penalty: 2690.735107
	Iteration 5Q: 3 clusters Score -982391.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -982484.312500 Penalty: 2690.735107
	Iteration 6Q: 3 clusters Score -982484.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -982565.812500 Penalty: 2690.735107
	Iteration 7Q: 3 clusters Score -982565.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -982653.187500 Penalty: 2690.735107
	Iteration 8Q: 3 clusters Score -982653.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -982735.312500 Penalty: 2690.735107
	Iteration 9Q: 3 clusters Score -982735.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -982823.437500 Penalty: 2690.735107
	Iteration 10Q: 3 clusters Score -982823.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -982917.062500 Penalty: 2690.735107
	Iteration 11Q: 3 clusters Score -982917.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -983018.062500 Penalty: 2690.735107
	Iteration 12Q: 3 clusters Score -983018.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -983135.562500 Penalty: 2690.735107
	Iteration 13Q: 3 clusters Score -983135.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -983248.687500 Penalty: 2690.735107
	Iteration 14Q: 3 clusters Score -983248.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -983374.937500 Penalty: 2690.735107
	Iteration 15Q: 3 clusters Score -983374.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -983522.375000 Penalty: 2690.735107
	Iteration 16Q: 3 clusters Score -983522.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -983667.500000 Penalty: 2690.735107
	Iteration 17Q: 3 clusters Score -983667.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -983786.875000 Penalty: 2690.735107
	Iteration 18Q: 3 clusters Score -983786.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -983908.937500 Penalty: 2690.735107
	Iteration 19Q: 3 clusters Score -983908.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -984021.687500 Penalty: 2690.735107
	Iteration 20F: 3 clusters Score -984021.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -984115.937500 Penalty: 2690.735107
	Iteration 21Q: 3 clusters Score -984115.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -984194.187500 Penalty: 2690.735107
	Iteration 22Q: 3 clusters Score -984194.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -984264.687500 Penalty: 2690.735107
	Iteration 23Q: 3 clusters Score -984264.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -984307.937500 Penalty: 2690.735107
	Iteration 24Q: 3 clusters Score -984307.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -984349.000000 Penalty: 2690.735107
	Iteration 25Q: 3 clusters Score -984349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -984379.500000 Penalty: 2690.735107
	Iteration 26Q: 3 clusters Score -984379.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -984400.125000 Penalty: 2690.735107
	Iteration 27Q: 3 clusters Score -984400.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -984418.062500 Penalty: 2690.735107
	Iteration 28Q: 3 clusters Score -984418.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -984437.875000 Penalty: 2690.735107
	Iteration 29Q: 3 clusters Score -984437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -984462.437500 Penalty: 2690.735107
	Iteration 30Q: 3 clusters Score -984462.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -984488.875000 Penalty: 2690.735107
	Iteration 31Q: 3 clusters Score -984488.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -984505.500000 Penalty: 2690.735107
	Iteration 32Q: 3 clusters Score -984505.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -984517.250000 Penalty: 2690.735107
	Iteration 33Q: 3 clusters Score -984517.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -984529.687500 Penalty: 2690.735107
	Iteration 34Q: 3 clusters Score -984529.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -984540.250000 Penalty: 2690.735107
	Iteration 35Q: 3 clusters Score -984540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -984549.000000 Penalty: 2690.735107
	Iteration 36Q: 3 clusters Score -984549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -984555.625000 Penalty: 2690.735107
	Iteration 37Q: 3 clusters Score -984555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -984561.062500 Penalty: 2690.735107
	Iteration 38Q: 3 clusters Score -984561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -984568.875000 Penalty: 2690.735107
	Iteration 39Q: 3 clusters Score -984568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -984570.875000 Penalty: 2690.735107
	Iteration 40F: 3 clusters Score -984570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -615312.750000 Penalty: 1296.727661
	Iteration 0F: 2 clusters Score -615312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -611019.312500 Penalty: 2593.455322
	Iteration 0F: 3 clusters Score -611019.3 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -612495.687500 Penalty: 2593.455322
	Iteration 1F: 3 clusters Score -612495.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -612770.312500 Penalty: 2593.455322
	Iteration 2F: 3 clusters Score -612770.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -612978.500000 Penalty: 2593.455322
	Iteration 3F: 3 clusters Score -612978.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -613121.562500 Penalty: 2593.455322
	Iteration 4Q: 3 clusters Score -613121.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -613213.687500 Penalty: 2593.455322
	Iteration 5Q: 3 clusters Score -613213.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -613288.562500 Penalty: 2593.455322
	Iteration 6Q: 3 clusters Score -613288.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -613372.000000 Penalty: 2593.455322
	Iteration 7Q: 3 clusters Score -613372 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -613445.687500 Penalty: 2593.455322
	Iteration 8Q: 3 clusters Score -613445.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -613519.312500 Penalty: 2593.455322
	Iteration 9Q: 3 clusters Score -613519.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -613592.312500 Penalty: 2593.455322
	Iteration 10Q: 3 clusters Score -613592.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -613666.562500 Penalty: 2593.455322
	Iteration 11Q: 3 clusters Score -613666.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -613737.625000 Penalty: 2593.455322
	Iteration 12Q: 3 clusters Score -613737.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -613812.687500 Penalty: 2593.455322
	Iteration 13Q: 3 clusters Score -613812.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -613888.250000 Penalty: 2593.455322
	Iteration 14Q: 3 clusters Score -613888.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -613961.125000 Penalty: 2593.455322
	Iteration 15Q: 3 clusters Score -613961.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -614024.312500 Penalty: 2593.455322
	Iteration 16Q: 3 clusters Score -614024.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -614077.250000 Penalty: 2593.455322
	Iteration 17Q: 3 clusters Score -614077.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -614121.875000 Penalty: 2593.455322
	Iteration 18Q: 3 clusters Score -614121.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -614162.000000 Penalty: 2593.455322
	Iteration 19Q: 3 clusters Score -614162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -614203.562500 Penalty: 2593.455322
	Iteration 20F: 3 clusters Score -614203.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -614237.812500 Penalty: 2593.455322
	Iteration 21Q: 3 clusters Score -614237.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -614274.437500 Penalty: 2593.455322
	Iteration 22Q: 3 clusters Score -614274.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -614299.812500 Penalty: 2593.455322
	Iteration 23Q: 3 clusters Score -614299.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -614319.812500 Penalty: 2593.455322
	Iteration 24Q: 3 clusters Score -614319.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -614344.875000 Penalty: 2593.455322
	Iteration 25Q: 3 clusters Score -614344.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -614370.750000 Penalty: 2593.455322
	Iteration 26Q: 3 clusters Score -614370.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -614394.250000 Penalty: 2593.455322
	Iteration 27Q: 3 clusters Score -614394.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -614414.437500 Penalty: 2593.455322
	Iteration 28Q: 3 clusters Score -614414.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -614430.375000 Penalty: 2593.455322
	Iteration 29Q: 3 clusters Score -614430.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -614447.062500 Penalty: 2593.455322
	Iteration 30Q: 3 clusters Score -614447.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -614467.375000 Penalty: 2593.455322
	Iteration 31Q: 3 clusters Score -614467.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -614486.250000 Penalty: 2593.455322
	Iteration 32Q: 3 clusters Score -614486.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -614507.312500 Penalty: 2593.455322
	Iteration 33Q: 3 clusters Score -614507.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -614525.875000 Penalty: 2593.455322
	Iteration 34Q: 3 clusters Score -614525.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -614548.125000 Penalty: 2593.455322
	Iteration 35Q: 3 clusters Score -614548.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -614567.125000 Penalty: 2593.455322
	Iteration 36Q: 3 clusters Score -614567.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -614588.375000 Penalty: 2593.455322
	Iteration 37Q: 3 clusters Score -614588.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -614611.937500 Penalty: 2593.455322
	Iteration 38Q: 3 clusters Score -614611.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -614631.000000 Penalty: 2593.455322
	Iteration 39Q: 3 clusters Score -614631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -614646.500000 Penalty: 2593.455322
	Iteration 40F: 3 clusters Score -614646.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -614663.750000 Penalty: 2593.455322
	Iteration 41Q: 3 clusters Score -614663.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -614682.250000 Penalty: 2593.455322
	Iteration 42Q: 3 clusters Score -614682.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -614699.937500 Penalty: 2593.455322
	Iteration 43Q: 3 clusters Score -614699.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -614703.312500 Penalty: 2593.455322
	Iteration 44Q: 3 clusters Score -614703.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -614713.562500 Penalty: 2593.455322
	Iteration 45Q: 3 clusters Score -614713.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -614720.937500 Penalty: 2593.455322
	Iteration 46Q: 3 clusters Score -614720.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -614729.750000 Penalty: 2593.455322
	Iteration 47Q: 3 clusters Score -614729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -614733.625000 Penalty: 2593.455322
	Iteration 48Q: 3 clusters Score -614733.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -614738.937500 Penalty: 2593.455322
	Iteration 49Q: 3 clusters Score -614738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -614745.687500 Penalty: 2593.455322
	Iteration 50Q: 3 clusters Score -614745.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -614752.937500 Penalty: 2593.455322
	Iteration 51Q: 3 clusters Score -614752.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -614757.875000 Penalty: 2593.455322
	Iteration 52Q: 3 clusters Score -614757.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -614766.125000 Penalty: 2593.455322
	Iteration 53Q: 3 clusters Score -614766.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -614774.062500 Penalty: 2593.455322
	Iteration 54Q: 3 clusters Score -614774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -614779.875000 Penalty: 2593.455322
	Iteration 55Q: 3 clusters Score -614779.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -614781.187500 Penalty: 2593.455322
	Iteration 56Q: 3 clusters Score -614781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -614783.750000 Penalty: 2593.455322
	Iteration 57Q: 3 clusters Score -614783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -614785.625000 Penalty: 2593.455322
	Iteration 58Q: 3 clusters Score -614785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -614787.437500 Penalty: 2593.455322
	Iteration 59Q: 3 clusters Score -614787.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -614790.187500 Penalty: 2593.455322
	Iteration 60F: 3 clusters Score -614790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -614791.375000 Penalty: 2593.455322
	Iteration 61Q: 3 clusters Score -614791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -614792.250000 Penalty: 2593.455322
	Iteration 62Q: 3 clusters Score -614792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -614794.500000 Penalty: 2593.455322
	Iteration 63Q: 3 clusters Score -614794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -614796.125000 Penalty: 2593.455322
	Iteration 64Q: 3 clusters Score -614796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -614802.062500 Penalty: 2593.455322
	Iteration 65Q: 3 clusters Score -614802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -614806.500000 Penalty: 2593.455322
	Iteration 66Q: 3 clusters Score -614806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -614811.875000 Penalty: 2593.455322
	Iteration 67Q: 3 clusters Score -614811.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -614820.875000 Penalty: 2593.455322
	Iteration 68Q: 3 clusters Score -614820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -614826.062500 Penalty: 2593.455322
	Iteration 69Q: 3 clusters Score -614826.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -614831.937500 Penalty: 2593.455322
	Iteration 70Q: 3 clusters Score -614831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -614837.687500 Penalty: 2593.455322
	Iteration 71Q: 3 clusters Score -614837.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -614845.750000 Penalty: 2593.455322
	Iteration 72Q: 3 clusters Score -614845.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -614852.875000 Penalty: 2593.455322
	Iteration 73Q: 3 clusters Score -614852.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -614859.000000 Penalty: 2593.455322
	Iteration 74Q: 3 clusters Score -614859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -614867.500000 Penalty: 2593.455322
	Iteration 75Q: 3 clusters Score -614867.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -614877.562500 Penalty: 2593.455322
	Iteration 76Q: 3 clusters Score -614877.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -614893.500000 Penalty: 2593.455322
	Iteration 77Q: 3 clusters Score -614893.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -614917.687500 Penalty: 2593.455322
	Iteration 78Q: 3 clusters Score -614917.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -614943.750000 Penalty: 2593.455322
	Iteration 79Q: 3 clusters Score -614943.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -614960.437500 Penalty: 2593.455322
	Iteration 80F: 3 clusters Score -614960.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -614972.875000 Penalty: 2593.455322
	Iteration 81Q: 3 clusters Score -614972.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -614985.687500 Penalty: 2593.455322
	Iteration 82Q: 3 clusters Score -614985.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -614996.750000 Penalty: 2593.455322
	Iteration 83Q: 3 clusters Score -614996.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -615003.000000 Penalty: 2593.455322
	Iteration 84Q: 3 clusters Score -615003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -615004.312500 Penalty: 2593.455322
	Iteration 85Q: 3 clusters Score -615004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -615005.062500 Penalty: 2593.455322
	Iteration 86Q: 3 clusters Score -615005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -615005.250000 Penalty: 2593.455322
	Iteration 87Q: 3 clusters Score -615005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -615006.250000 Penalty: 2593.455322
	Iteration 88Q: 3 clusters Score -615006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -615005.875000 Penalty: 2593.455322
	Iteration 89Q: 3 clusters Score -615005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -615005.312500 Penalty: 2593.455322
	Iteration 90Q: 3 clusters Score -615005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -615006.000000 Penalty: 2593.455322
	Iteration 91Q: 3 clusters Score -615006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -615006.000000 Penalty: 2593.455322
	Iteration 92F: 3 clusters Score -615006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -329645.250000 Penalty: 1188.796143
	Iteration 0F: 2 clusters Score -329645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -327218.906250 Penalty: 2377.592285
	Iteration 0F: 3 clusters Score -327218.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -327888.156250 Penalty: 2377.592285
	Iteration 1F: 3 clusters Score -327888.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -328040.843750 Penalty: 2377.592285
	Iteration 2F: 3 clusters Score -328040.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328106.718750 Penalty: 2377.592285
	Iteration 3Q: 3 clusters Score -328106.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -328148.312500 Penalty: 2377.592285
	Iteration 4Q: 3 clusters Score -328148.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -328175.937500 Penalty: 2377.592285
	Iteration 5Q: 3 clusters Score -328175.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -328199.562500 Penalty: 2377.592285
	Iteration 6Q: 3 clusters Score -328199.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -328221.062500 Penalty: 2377.592285
	Iteration 7Q: 3 clusters Score -328221.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328234.031250 Penalty: 2377.592285
	Iteration 8Q: 3 clusters Score -328234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -328247.656250 Penalty: 2377.592285
	Iteration 9Q: 3 clusters Score -328247.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -328261.656250 Penalty: 2377.592285
	Iteration 10Q: 3 clusters Score -328261.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -328273.093750 Penalty: 2377.592285
	Iteration 11Q: 3 clusters Score -328273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -328280.156250 Penalty: 2377.592285
	Iteration 12Q: 3 clusters Score -328280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -328288.125000 Penalty: 2377.592285
	Iteration 13Q: 3 clusters Score -328288.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328296.437500 Penalty: 2377.592285
	Iteration 14Q: 3 clusters Score -328296.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -328305.531250 Penalty: 2377.592285
	Iteration 15Q: 3 clusters Score -328305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -328312.375000 Penalty: 2377.592285
	Iteration 16Q: 3 clusters Score -328312.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -328320.281250 Penalty: 2377.592285
	Iteration 17Q: 3 clusters Score -328320.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -328327.156250 Penalty: 2377.592285
	Iteration 18Q: 3 clusters Score -328327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -328332.406250 Penalty: 2377.592285
	Iteration 19Q: 3 clusters Score -328332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -328338.406250 Penalty: 2377.592285
	Iteration 20F: 3 clusters Score -328338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -328344.906250 Penalty: 2377.592285
	Iteration 21Q: 3 clusters Score -328344.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328350.812500 Penalty: 2377.592285
	Iteration 22Q: 3 clusters Score -328350.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328355.343750 Penalty: 2377.592285
	Iteration 23Q: 3 clusters Score -328355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328360.687500 Penalty: 2377.592285
	Iteration 24Q: 3 clusters Score -328360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -328368.031250 Penalty: 2377.592285
	Iteration 25Q: 3 clusters Score -328368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -328370.437500 Penalty: 2377.592285
	Iteration 26Q: 3 clusters Score -328370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -328373.000000 Penalty: 2377.592285
	Iteration 27Q: 3 clusters Score -328373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -328376.875000 Penalty: 2377.592285
	Iteration 28Q: 3 clusters Score -328376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -328378.906250 Penalty: 2377.592285
	Iteration 29Q: 3 clusters Score -328378.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -328381.187500 Penalty: 2377.592285
	Iteration 30Q: 3 clusters Score -328381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -328384.593750 Penalty: 2377.592285
	Iteration 31Q: 3 clusters Score -328384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -328388.437500 Penalty: 2377.592285
	Iteration 32Q: 3 clusters Score -328388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -328390.531250 Penalty: 2377.592285
	Iteration 33Q: 3 clusters Score -328390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -328392.625000 Penalty: 2377.592285
	Iteration 34Q: 3 clusters Score -328392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -328393.906250 Penalty: 2377.592285
	Iteration 35Q: 3 clusters Score -328393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -328395.312500 Penalty: 2377.592285
	Iteration 36Q: 3 clusters Score -328395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -328397.656250 Penalty: 2377.592285
	Iteration 37Q: 3 clusters Score -328397.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -328401.406250 Penalty: 2377.592285
	Iteration 38Q: 3 clusters Score -328401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -328407.812500 Penalty: 2377.592285
	Iteration 39Q: 3 clusters Score -328407.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -328413.250000 Penalty: 2377.592285
	Iteration 40F: 3 clusters Score -328413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -328418.000000 Penalty: 2377.592285
	Iteration 41Q: 3 clusters Score -328418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -328422.750000 Penalty: 2377.592285
	Iteration 42Q: 3 clusters Score -328422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -328425.125000 Penalty: 2377.592285
	Iteration 43Q: 3 clusters Score -328425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -328429.406250 Penalty: 2377.592285
	Iteration 44Q: 3 clusters Score -328429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -328432.125000 Penalty: 2377.592285
	Iteration 45Q: 3 clusters Score -328432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -328434.312500 Penalty: 2377.592285
	Iteration 46Q: 3 clusters Score -328434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -328437.062500 Penalty: 2377.592285
	Iteration 47Q: 3 clusters Score -328437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -328440.343750 Penalty: 2377.592285
	Iteration 48Q: 3 clusters Score -328440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -328440.281250 Penalty: 2377.592285
	Iteration 49Q: 3 clusters Score -328440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -328440.125000 Penalty: 2377.592285
	Iteration 50Q: 3 clusters Score -328440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -328440.125000 Penalty: 2377.592285
	Iteration 51F: 3 clusters Score -328440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Entering Unmasked Estep 
Score: -2042616.750000 Penalty: 1456.832764
	Iteration 0F: 2 clusters Score -2042617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2030871.750000 Penalty: 2913.665527
	Iteration 0F: 3 clusters Score -2030872 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2035067.375000 Penalty: 2913.665527
	Iteration 1F: 3 clusters Score -2035067 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2035551.000000 Penalty: 2913.665527
	Iteration 2F: 3 clusters Score -2035551 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2036051.500000 Penalty: 2913.665527
	Iteration 3F: 3 clusters Score -2036052 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2036565.875000 Penalty: 2913.665527
	Iteration 4F: 3 clusters Score -2036566 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2037153.625000 Penalty: 2913.665527
	Iteration 5F: 3 clusters Score -2037154 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2037766.250000 Penalty: 2913.665527
	Iteration 6F: 3 clusters Score -2037766 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2038424.500000 Penalty: 2913.665527
	Iteration 7F: 3 clusters Score -2038424 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2039047.625000 Penalty: 2913.665527
	Iteration 8Q: 3 clusters Score -2039048 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2039655.875000 Penalty: 2913.665527
	Iteration 9Q: 3 clusters Score -2039656 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2040085.625000 Penalty: 2913.665527
	Iteration 10Q: 3 clusters Score -2040086 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2040367.750000 Penalty: 2913.665527
	Iteration 11Q: 3 clusters Score -2040368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2040580.125000 Penalty: 2913.665527
	Iteration 12Q: 3 clusters Score -2040580 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2040729.125000 Penalty: 2913.665527
	Iteration 13Q: 3 clusters Score -2040729 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2040821.000000 Penalty: 2913.665527
	Iteration 14Q: 3 clusters Score -2040821 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2040893.625000 Penalty: 2913.665527
	Iteration 15Q: 3 clusters Score -2040894 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2040970.500000 Penalty: 2913.665527
	Iteration 16Q: 3 clusters Score -2040970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2041054.750000 Penalty: 2913.665527
	Iteration 17Q: 3 clusters Score -2041055 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2041129.375000 Penalty: 2913.665527
	Iteration 18Q: 3 clusters Score -2041129 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2041209.625000 Penalty: 2913.665527
	Iteration 19Q: 3 clusters Score -2041210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2041270.125000 Penalty: 2913.665527
	Iteration 20F: 3 clusters Score -2041270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2041310.250000 Penalty: 2913.665527
	Iteration 21Q: 3 clusters Score -2041310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2041332.125000 Penalty: 2913.665527
	Iteration 22Q: 3 clusters Score -2041332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2041358.625000 Penalty: 2913.665527
	Iteration 23Q: 3 clusters Score -2041359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2041379.250000 Penalty: 2913.665527
	Iteration 24Q: 3 clusters Score -2041379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2041396.500000 Penalty: 2913.665527
	Iteration 25Q: 3 clusters Score -2041396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2041409.250000 Penalty: 2913.665527
	Iteration 26Q: 3 clusters Score -2041409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2041415.875000 Penalty: 2913.665527
	Iteration 27Q: 3 clusters Score -2041416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2041428.875000 Penalty: 2913.665527
	Iteration 28Q: 3 clusters Score -2041429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2041435.500000 Penalty: 2913.665527
	Iteration 29Q: 3 clusters Score -2041436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2041443.750000 Penalty: 2913.665527
	Iteration 30Q: 3 clusters Score -2041444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2041452.375000 Penalty: 2913.665527
	Iteration 31Q: 3 clusters Score -2041452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2041458.750000 Penalty: 2913.665527
	Iteration 32Q: 3 clusters Score -2041459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2041465.375000 Penalty: 2913.665527
	Iteration 33Q: 3 clusters Score -2041465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2041462.625000 Penalty: 2913.665527
	Iteration 34Q: 3 clusters Score -2041463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2041472.000000 Penalty: 2913.665527
	Iteration 35Q: 3 clusters Score -2041472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2041472.750000 Penalty: 2913.665527
	Iteration 36Q: 3 clusters Score -2041473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2041475.125000 Penalty: 2913.665527
	Iteration 37Q: 3 clusters Score -2041475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2041482.875000 Penalty: 2913.665527
	Iteration 38Q: 3 clusters Score -2041483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2041493.375000 Penalty: 2913.665527
	Iteration 39Q: 3 clusters Score -2041493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2041499.125000 Penalty: 2913.665527
	Iteration 40F: 3 clusters Score -2041499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2041507.375000 Penalty: 2913.665527
	Iteration 41Q: 3 clusters Score -2041507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2041520.875000 Penalty: 2913.665527
	Iteration 42Q: 3 clusters Score -2041521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2041526.625000 Penalty: 2913.665527
	Iteration 43Q: 3 clusters Score -2041527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2041529.625000 Penalty: 2913.665527
	Iteration 44Q: 3 clusters Score -2041530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2041528.125000 Penalty: 2913.665527
	Iteration 45Q: 3 clusters Score -2041528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2041527.250000 Penalty: 2913.665527
	Iteration 46Q: 3 clusters Score -2041527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2041534.750000 Penalty: 2913.665527
	Iteration 47Q: 3 clusters Score -2041535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2041536.000000 Penalty: 2913.665527
	Iteration 48Q: 3 clusters Score -2041536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2041537.000000 Penalty: 2913.665527
	Iteration 49Q: 3 clusters Score -2041537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2041535.375000 Penalty: 2913.665527
	Iteration 50Q: 3 clusters Score -2041535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2041535.375000 Penalty: 2913.665527
	Iteration 51F: 3 clusters Score -2041535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -394120.343750 Penalty: 1218.435669
	Iteration 0F: 2 clusters Score -394120.3 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 1758 members 
Entering Unmasked Estep 
Score: -391290.343750 Penalty: 2436.871338
	Iteration 0F: 3 clusters Score -391290.3 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -392049.093750 Penalty: 2436.871338
	Iteration 1F: 3 clusters Score -392049.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -392210.625000 Penalty: 2436.871338
	Iteration 2F: 3 clusters Score -392210.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -392341.250000 Penalty: 2436.871338
	Iteration 3F: 3 clusters Score -392341.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -392412.687500 Penalty: 2436.871338
	Iteration 4Q: 3 clusters Score -392412.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -392470.250000 Penalty: 2436.871338
	Iteration 5Q: 3 clusters Score -392470.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -392529.781250 Penalty: 2436.871338
	Iteration 6Q: 3 clusters Score -392529.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -392589.500000 Penalty: 2436.871338
	Iteration 7Q: 3 clusters Score -392589.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -392642.718750 Penalty: 2436.871338
	Iteration 8Q: 3 clusters Score -392642.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -392686.031250 Penalty: 2436.871338
	Iteration 9Q: 3 clusters Score -392686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -392726.000000 Penalty: 2436.871338
	Iteration 10Q: 3 clusters Score -392726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -392750.718750 Penalty: 2436.871338
	Iteration 11Q: 3 clusters Score -392750.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -392781.437500 Penalty: 2436.871338
	Iteration 12Q: 3 clusters Score -392781.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -392815.437500 Penalty: 2436.871338
	Iteration 13Q: 3 clusters Score -392815.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -392851.843750 Penalty: 2436.871338
	Iteration 14Q: 3 clusters Score -392851.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -392901.781250 Penalty: 2436.871338
	Iteration 15Q: 3 clusters Score -392901.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -392943.156250 Penalty: 2436.871338
	Iteration 16Q: 3 clusters Score -392943.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -392982.562500 Penalty: 2436.871338
	Iteration 17Q: 3 clusters Score -392982.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -393030.875000 Penalty: 2436.871338
	Iteration 18Q: 3 clusters Score -393030.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -393070.093750 Penalty: 2436.871338
	Iteration 19Q: 3 clusters Score -393070.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -393103.718750 Penalty: 2436.871338
	Iteration 20F: 3 clusters Score -393103.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393127.125000 Penalty: 2436.871338
	Iteration 21Q: 3 clusters Score -393127.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -393149.218750 Penalty: 2436.871338
	Iteration 22Q: 3 clusters Score -393149.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -393173.281250 Penalty: 2436.871338
	Iteration 23Q: 3 clusters Score -393173.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -393193.968750 Penalty: 2436.871338
	Iteration 24Q: 3 clusters Score -393194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -393214.312500 Penalty: 2436.871338
	Iteration 25Q: 3 clusters Score -393214.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -393241.156250 Penalty: 2436.871338
	Iteration 26Q: 3 clusters Score -393241.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -393259.687500 Penalty: 2436.871338
	Iteration 27Q: 3 clusters Score -393259.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -393277.406250 Penalty: 2436.871338
	Iteration 28Q: 3 clusters Score -393277.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -393299.500000 Penalty: 2436.871338
	Iteration 29Q: 3 clusters Score -393299.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -393319.468750 Penalty: 2436.871338
	Iteration 30Q: 3 clusters Score -393319.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -393328.312500 Penalty: 2436.871338
	Iteration 31Q: 3 clusters Score -393328.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -393338.718750 Penalty: 2436.871338
	Iteration 32Q: 3 clusters Score -393338.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -393347.437500 Penalty: 2436.871338
	Iteration 33Q: 3 clusters Score -393347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -393356.781250 Penalty: 2436.871338
	Iteration 34Q: 3 clusters Score -393356.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -393368.937500 Penalty: 2436.871338
	Iteration 35Q: 3 clusters Score -393368.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -393380.250000 Penalty: 2436.871338
	Iteration 36Q: 3 clusters Score -393380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -393385.750000 Penalty: 2436.871338
	Iteration 37Q: 3 clusters Score -393385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -393388.812500 Penalty: 2436.871338
	Iteration 38Q: 3 clusters Score -393388.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -393394.468750 Penalty: 2436.871338
	Iteration 39Q: 3 clusters Score -393394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -393398.750000 Penalty: 2436.871338
	Iteration 40F: 3 clusters Score -393398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -393403.406250 Penalty: 2436.871338
	Iteration 41Q: 3 clusters Score -393403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -393406.781250 Penalty: 2436.871338
	Iteration 42Q: 3 clusters Score -393406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -393410.875000 Penalty: 2436.871338
	Iteration 43Q: 3 clusters Score -393410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -393414.843750 Penalty: 2436.871338
	Iteration 44Q: 3 clusters Score -393414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -393416.437500 Penalty: 2436.871338
	Iteration 45Q: 3 clusters Score -393416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -393416.406250 Penalty: 2436.871338
	Iteration 46Q: 3 clusters Score -393416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -393419.468750 Penalty: 2436.871338
	Iteration 47Q: 3 clusters Score -393419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -393422.812500 Penalty: 2436.871338
	Iteration 48Q: 3 clusters Score -393422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -393424.500000 Penalty: 2436.871338
	Iteration 49Q: 3 clusters Score -393424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -393427.656250 Penalty: 2436.871338
	Iteration 50Q: 3 clusters Score -393427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -393428.750000 Penalty: 2436.871338
	Iteration 51Q: 3 clusters Score -393428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -393429.593750 Penalty: 2436.871338
	Iteration 52Q: 3 clusters Score -393429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -393432.218750 Penalty: 2436.871338
	Iteration 53Q: 3 clusters Score -393432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -393434.562500 Penalty: 2436.871338
	Iteration 54Q: 3 clusters Score -393434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -393438.437500 Penalty: 2436.871338
	Iteration 55Q: 3 clusters Score -393438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -393442.750000 Penalty: 2436.871338
	Iteration 56Q: 3 clusters Score -393442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -393447.062500 Penalty: 2436.871338
	Iteration 57Q: 3 clusters Score -393447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -393449.812500 Penalty: 2436.871338
	Iteration 58Q: 3 clusters Score -393449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -393450.312500 Penalty: 2436.871338
	Iteration 59Q: 3 clusters Score -393450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -393451.156250 Penalty: 2436.871338
	Iteration 60F: 3 clusters Score -393451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -393451.500000 Penalty: 2436.871338
	Iteration 61Q: 3 clusters Score -393451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -393451.500000 Penalty: 2436.871338
	Iteration 62F: 3 clusters Score -393451.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -342139.343750 Penalty: 1190.152344
	Iteration 0F: 2 clusters Score -342139.3 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 1526 members 
Entering Unmasked Estep 
Score: -339682.468750 Penalty: 2380.304688
	Iteration 0F: 3 clusters Score -339682.5 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -340429.625000 Penalty: 2380.304688
	Iteration 1F: 3 clusters Score -340429.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -340624.375000 Penalty: 2380.304688
	Iteration 2F: 3 clusters Score -340624.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -340735.093750 Penalty: 2380.304688
	Iteration 3F: 3 clusters Score -340735.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -340801.375000 Penalty: 2380.304688
	Iteration 4Q: 3 clusters Score -340801.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -340865.343750 Penalty: 2380.304688
	Iteration 5Q: 3 clusters Score -340865.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -340903.468750 Penalty: 2380.304688
	Iteration 6Q: 3 clusters Score -340903.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -340928.000000 Penalty: 2380.304688
	Iteration 7Q: 3 clusters Score -340928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -340951.625000 Penalty: 2380.304688
	Iteration 8Q: 3 clusters Score -340951.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -340971.468750 Penalty: 2380.304688
	Iteration 9Q: 3 clusters Score -340971.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -340993.250000 Penalty: 2380.304688
	Iteration 10Q: 3 clusters Score -340993.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -341020.468750 Penalty: 2380.304688
	Iteration 11Q: 3 clusters Score -341020.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -341036.906250 Penalty: 2380.304688
	Iteration 12Q: 3 clusters Score -341036.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -341047.031250 Penalty: 2380.304688
	Iteration 13Q: 3 clusters Score -341047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -341054.656250 Penalty: 2380.304688
	Iteration 14Q: 3 clusters Score -341054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -341058.187500 Penalty: 2380.304688
	Iteration 15Q: 3 clusters Score -341058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -341063.437500 Penalty: 2380.304688
	Iteration 16Q: 3 clusters Score -341063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -341068.656250 Penalty: 2380.304688
	Iteration 17Q: 3 clusters Score -341068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -341072.031250 Penalty: 2380.304688
	Iteration 18Q: 3 clusters Score -341072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -341073.375000 Penalty: 2380.304688
	Iteration 19Q: 3 clusters Score -341073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -341075.000000 Penalty: 2380.304688
	Iteration 20F: 3 clusters Score -341075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -341079.156250 Penalty: 2380.304688
	Iteration 21Q: 3 clusters Score -341079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -341084.843750 Penalty: 2380.304688
	Iteration 22Q: 3 clusters Score -341084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -341089.593750 Penalty: 2380.304688
	Iteration 23Q: 3 clusters Score -341089.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -341095.375000 Penalty: 2380.304688
	Iteration 24Q: 3 clusters Score -341095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -341100.875000 Penalty: 2380.304688
	Iteration 25Q: 3 clusters Score -341100.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -341106.125000 Penalty: 2380.304688
	Iteration 26Q: 3 clusters Score -341106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -341114.437500 Penalty: 2380.304688
	Iteration 27Q: 3 clusters Score -341114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -341121.718750 Penalty: 2380.304688
	Iteration 28Q: 3 clusters Score -341121.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -341129.000000 Penalty: 2380.304688
	Iteration 29Q: 3 clusters Score -341129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -341134.250000 Penalty: 2380.304688
	Iteration 30Q: 3 clusters Score -341134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -341138.906250 Penalty: 2380.304688
	Iteration 31Q: 3 clusters Score -341138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -341144.437500 Penalty: 2380.304688
	Iteration 32Q: 3 clusters Score -341144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -341148.562500 Penalty: 2380.304688
	Iteration 33Q: 3 clusters Score -341148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -341154.750000 Penalty: 2380.304688
	Iteration 34Q: 3 clusters Score -341154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -341162.687500 Penalty: 2380.304688
	Iteration 35Q: 3 clusters Score -341162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -341169.562500 Penalty: 2380.304688
	Iteration 36Q: 3 clusters Score -341169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -341174.218750 Penalty: 2380.304688
	Iteration 37Q: 3 clusters Score -341174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -341177.562500 Penalty: 2380.304688
	Iteration 38Q: 3 clusters Score -341177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -341178.312500 Penalty: 2380.304688
	Iteration 39Q: 3 clusters Score -341178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -341179.093750 Penalty: 2380.304688
	Iteration 40F: 3 clusters Score -341179.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -21094.953125 Penalty: 812.386353
	Iteration 0F: 2 clusters Score -21094.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20466.050781 Penalty: 1624.772705
	Iteration 0F: 3 clusters Score -20466.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20562.425781 Penalty: 1624.772705
	Iteration 1F: 3 clusters Score -20562.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20591.298828 Penalty: 1624.772705
	Iteration 2Q: 3 clusters Score -20591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20609.906250 Penalty: 1624.772705
	Iteration 3Q: 3 clusters Score -20609.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20615.671875 Penalty: 1624.772705
	Iteration 4Q: 3 clusters Score -20615.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20620.812500 Penalty: 1624.772705
	Iteration 5Q: 3 clusters Score -20620.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20620.812500 Penalty: 1624.772705
	Iteration 6F: 3 clusters Score -20620.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -879806.062500 Penalty: 1335.968384
	Iteration 0F: 2 clusters Score -879806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -874371.687500 Penalty: 2671.936768
	Iteration 0F: 3 clusters Score -874371.7 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -876067.062500 Penalty: 2671.936768
	Iteration 1F: 3 clusters Score -876067.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -876296.375000 Penalty: 2671.936768
	Iteration 2F: 3 clusters Score -876296.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -876458.562500 Penalty: 2671.936768
	Iteration 3Q: 3 clusters Score -876458.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -876598.062500 Penalty: 2671.936768
	Iteration 4Q: 3 clusters Score -876598.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -876714.000000 Penalty: 2671.936768
	Iteration 5Q: 3 clusters Score -876714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -876796.562500 Penalty: 2671.936768
	Iteration 6Q: 3 clusters Score -876796.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -876868.750000 Penalty: 2671.936768
	Iteration 7Q: 3 clusters Score -876868.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -876931.062500 Penalty: 2671.936768
	Iteration 8Q: 3 clusters Score -876931.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -876996.625000 Penalty: 2671.936768
	Iteration 9Q: 3 clusters Score -876996.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -877064.437500 Penalty: 2671.936768
	Iteration 10Q: 3 clusters Score -877064.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -877136.187500 Penalty: 2671.936768
	Iteration 11Q: 3 clusters Score -877136.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -877207.875000 Penalty: 2671.936768
	Iteration 12Q: 3 clusters Score -877207.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -877284.437500 Penalty: 2671.936768
	Iteration 13Q: 3 clusters Score -877284.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -877367.937500 Penalty: 2671.936768
	Iteration 14Q: 3 clusters Score -877367.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -877444.500000 Penalty: 2671.936768
	Iteration 15Q: 3 clusters Score -877444.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -877513.437500 Penalty: 2671.936768
	Iteration 16Q: 3 clusters Score -877513.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -877609.000000 Penalty: 2671.936768
	Iteration 17Q: 3 clusters Score -877609 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -877699.125000 Penalty: 2671.936768
	Iteration 18Q: 3 clusters Score -877699.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -877793.812500 Penalty: 2671.936768
	Iteration 19Q: 3 clusters Score -877793.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -877905.625000 Penalty: 2671.936768
	Iteration 20F: 3 clusters Score -877905.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -878025.812500 Penalty: 2671.936768
	Iteration 21Q: 3 clusters Score -878025.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -878167.875000 Penalty: 2671.936768
	Iteration 22Q: 3 clusters Score -878167.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -878288.812500 Penalty: 2671.936768
	Iteration 23Q: 3 clusters Score -878288.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -878379.312500 Penalty: 2671.936768
	Iteration 24Q: 3 clusters Score -878379.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -878441.250000 Penalty: 2671.936768
	Iteration 25Q: 3 clusters Score -878441.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -878502.687500 Penalty: 2671.936768
	Iteration 26Q: 3 clusters Score -878502.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -878561.062500 Penalty: 2671.936768
	Iteration 27Q: 3 clusters Score -878561.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -878601.250000 Penalty: 2671.936768
	Iteration 28Q: 3 clusters Score -878601.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -878654.750000 Penalty: 2671.936768
	Iteration 29Q: 3 clusters Score -878654.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -878710.875000 Penalty: 2671.936768
	Iteration 30Q: 3 clusters Score -878710.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -878758.937500 Penalty: 2671.936768
	Iteration 31Q: 3 clusters Score -878758.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -878820.250000 Penalty: 2671.936768
	Iteration 32Q: 3 clusters Score -878820.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -878868.750000 Penalty: 2671.936768
	Iteration 33Q: 3 clusters Score -878868.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -878904.750000 Penalty: 2671.936768
	Iteration 34Q: 3 clusters Score -878904.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -878932.000000 Penalty: 2671.936768
	Iteration 35Q: 3 clusters Score -878932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -878955.625000 Penalty: 2671.936768
	Iteration 36Q: 3 clusters Score -878955.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -878974.375000 Penalty: 2671.936768
	Iteration 37Q: 3 clusters Score -878974.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -878989.750000 Penalty: 2671.936768
	Iteration 38Q: 3 clusters Score -878989.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -879000.812500 Penalty: 2671.936768
	Iteration 39Q: 3 clusters Score -879000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -879012.812500 Penalty: 2671.936768
	Iteration 40F: 3 clusters Score -879012.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -879019.750000 Penalty: 2671.936768
	Iteration 41Q: 3 clusters Score -879019.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -879024.375000 Penalty: 2671.936768
	Iteration 42Q: 3 clusters Score -879024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -879026.750000 Penalty: 2671.936768
	Iteration 43Q: 3 clusters Score -879026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -879029.625000 Penalty: 2671.936768
	Iteration 44Q: 3 clusters Score -879029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -879031.750000 Penalty: 2671.936768
	Iteration 45Q: 3 clusters Score -879031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -879032.750000 Penalty: 2671.936768
	Iteration 46Q: 3 clusters Score -879032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -879034.437500 Penalty: 2671.936768
	Iteration 47Q: 3 clusters Score -879034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -879037.250000 Penalty: 2671.936768
	Iteration 48Q: 3 clusters Score -879037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -879041.812500 Penalty: 2671.936768
	Iteration 49Q: 3 clusters Score -879041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -879041.437500 Penalty: 2671.936768
	Iteration 50Q: 3 clusters Score -879041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -879045.625000 Penalty: 2671.936768
	Iteration 51Q: 3 clusters Score -879045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -879047.000000 Penalty: 2671.936768
	Iteration 52Q: 3 clusters Score -879047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -879047.562500 Penalty: 2671.936768
	Iteration 53Q: 3 clusters Score -879047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -879047.187500 Penalty: 2671.936768
	Iteration 54Q: 3 clusters Score -879047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -879047.625000 Penalty: 2671.936768
	Iteration 55Q: 3 clusters Score -879047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -879048.937500 Penalty: 2671.936768
	Iteration 56Q: 3 clusters Score -879048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -879051.437500 Penalty: 2671.936768
	Iteration 57Q: 3 clusters Score -879051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -879054.375000 Penalty: 2671.936768
	Iteration 58Q: 3 clusters Score -879054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -879058.125000 Penalty: 2671.936768
	Iteration 59Q: 3 clusters Score -879058.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -879062.500000 Penalty: 2671.936768
	Iteration 60F: 3 clusters Score -879062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -879066.687500 Penalty: 2671.936768
	Iteration 61Q: 3 clusters Score -879066.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -879069.312500 Penalty: 2671.936768
	Iteration 62Q: 3 clusters Score -879069.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -879072.562500 Penalty: 2671.936768
	Iteration 63Q: 3 clusters Score -879072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -879073.437500 Penalty: 2671.936768
	Iteration 64Q: 3 clusters Score -879073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -879076.312500 Penalty: 2671.936768
	Iteration 65Q: 3 clusters Score -879076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -879077.375000 Penalty: 2671.936768
	Iteration 66Q: 3 clusters Score -879077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -879076.812500 Penalty: 2671.936768
	Iteration 67Q: 3 clusters Score -879076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -879077.375000 Penalty: 2671.936768
	Iteration 68Q: 3 clusters Score -879077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -879077.375000 Penalty: 2671.936768
	Iteration 69F: 3 clusters Score -879077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -291123.937500 Penalty: 1173.448853
	Iteration 0F: 2 clusters Score -291123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288851.093750 Penalty: 2346.897705
	Iteration 0F: 3 clusters Score -288851.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -289393.968750 Penalty: 2346.897705
	Iteration 1F: 3 clusters Score -289394 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289521.468750 Penalty: 2346.897705
	Iteration 2F: 3 clusters Score -289521.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -289592.062500 Penalty: 2346.897705
	Iteration 3Q: 3 clusters Score -289592.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -289641.406250 Penalty: 2346.897705
	Iteration 4Q: 3 clusters Score -289641.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -289680.187500 Penalty: 2346.897705
	Iteration 5Q: 3 clusters Score -289680.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289706.906250 Penalty: 2346.897705
	Iteration 6Q: 3 clusters Score -289706.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289735.656250 Penalty: 2346.897705
	Iteration 7Q: 3 clusters Score -289735.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289758.281250 Penalty: 2346.897705
	Iteration 8Q: 3 clusters Score -289758.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -289775.125000 Penalty: 2346.897705
	Iteration 9Q: 3 clusters Score -289775.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -289791.906250 Penalty: 2346.897705
	Iteration 10Q: 3 clusters Score -289791.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -289807.093750 Penalty: 2346.897705
	Iteration 11Q: 3 clusters Score -289807.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -289819.687500 Penalty: 2346.897705
	Iteration 12Q: 3 clusters Score -289819.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -289829.687500 Penalty: 2346.897705
	Iteration 13Q: 3 clusters Score -289829.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -289839.125000 Penalty: 2346.897705
	Iteration 14Q: 3 clusters Score -289839.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -289844.593750 Penalty: 2346.897705
	Iteration 15Q: 3 clusters Score -289844.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289849.687500 Penalty: 2346.897705
	Iteration 16Q: 3 clusters Score -289849.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -289853.750000 Penalty: 2346.897705
	Iteration 17Q: 3 clusters Score -289853.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -289858.125000 Penalty: 2346.897705
	Iteration 18Q: 3 clusters Score -289858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -289861.750000 Penalty: 2346.897705
	Iteration 19Q: 3 clusters Score -289861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -289864.531250 Penalty: 2346.897705
	Iteration 20F: 3 clusters Score -289864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -289864.906250 Penalty: 2346.897705
	Iteration 21Q: 3 clusters Score -289864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -289865.906250 Penalty: 2346.897705
	Iteration 22Q: 3 clusters Score -289865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -289866.187500 Penalty: 2346.897705
	Iteration 23Q: 3 clusters Score -289866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -289866.687500 Penalty: 2346.897705
	Iteration 24Q: 3 clusters Score -289866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -289867.218750 Penalty: 2346.897705
	Iteration 25Q: 3 clusters Score -289867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289868.437500 Penalty: 2346.897705
	Iteration 26Q: 3 clusters Score -289868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -289869.406250 Penalty: 2346.897705
	Iteration 27Q: 3 clusters Score -289869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289869.468750 Penalty: 2346.897705
	Iteration 28Q: 3 clusters Score -289869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289869.468750 Penalty: 2346.897705
	Iteration 29F: 3 clusters Score -289869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -219976.765625 Penalty: 1136.850342
	Iteration 0F: 2 clusters Score -219976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -218040.734375 Penalty: 2273.700684
	Iteration 0F: 3 clusters Score -218040.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -218543.859375 Penalty: 2273.700684
	Iteration 1F: 3 clusters Score -218543.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -218676.671875 Penalty: 2273.700684
	Iteration 2F: 3 clusters Score -218676.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -218738.687500 Penalty: 2273.700684
	Iteration 3Q: 3 clusters Score -218738.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -218778.937500 Penalty: 2273.700684
	Iteration 4Q: 3 clusters Score -218778.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -218806.125000 Penalty: 2273.700684
	Iteration 5Q: 3 clusters Score -218806.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -218827.515625 Penalty: 2273.700684
	Iteration 6Q: 3 clusters Score -218827.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -218840.406250 Penalty: 2273.700684
	Iteration 7Q: 3 clusters Score -218840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218845.718750 Penalty: 2273.700684
	Iteration 8Q: 3 clusters Score -218845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -218850.734375 Penalty: 2273.700684
	Iteration 9Q: 3 clusters Score -218850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218855.859375 Penalty: 2273.700684
	Iteration 10Q: 3 clusters Score -218855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -218859.578125 Penalty: 2273.700684
	Iteration 11Q: 3 clusters Score -218859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -218863.687500 Penalty: 2273.700684
	Iteration 12Q: 3 clusters Score -218863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -218869.578125 Penalty: 2273.700684
	Iteration 13Q: 3 clusters Score -218869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -218875.296875 Penalty: 2273.700684
	Iteration 14Q: 3 clusters Score -218875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -218882.218750 Penalty: 2273.700684
	Iteration 15Q: 3 clusters Score -218882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -218887.062500 Penalty: 2273.700684
	Iteration 16Q: 3 clusters Score -218887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -218892.250000 Penalty: 2273.700684
	Iteration 17Q: 3 clusters Score -218892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218898.218750 Penalty: 2273.700684
	Iteration 18Q: 3 clusters Score -218898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -218902.812500 Penalty: 2273.700684
	Iteration 19Q: 3 clusters Score -218902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -218903.921875 Penalty: 2273.700684
	Iteration 20F: 3 clusters Score -218903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218904.953125 Penalty: 2273.700684
	Iteration 21Q: 3 clusters Score -218905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218904.953125 Penalty: 2273.700684
	Iteration 22F: 3 clusters Score -218905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -828345.000000 Penalty: 1316.572754
	Iteration 0F: 2 clusters Score -828345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -823489.625000 Penalty: 2633.145508
	Iteration 0F: 3 clusters Score -823489.6 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -824972.375000 Penalty: 2633.145508
	Iteration 1F: 3 clusters Score -824972.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -825241.625000 Penalty: 2633.145508
	Iteration 2F: 3 clusters Score -825241.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -825396.812500 Penalty: 2633.145508
	Iteration 3F: 3 clusters Score -825396.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -825507.937500 Penalty: 2633.145508
	Iteration 4Q: 3 clusters Score -825507.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -825598.750000 Penalty: 2633.145508
	Iteration 5Q: 3 clusters Score -825598.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -825688.812500 Penalty: 2633.145508
	Iteration 6Q: 3 clusters Score -825688.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -825795.875000 Penalty: 2633.145508
	Iteration 7Q: 3 clusters Score -825795.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -825907.125000 Penalty: 2633.145508
	Iteration 8Q: 3 clusters Score -825907.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -826040.125000 Penalty: 2633.145508
	Iteration 9Q: 3 clusters Score -826040.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -826178.437500 Penalty: 2633.145508
	Iteration 10Q: 3 clusters Score -826178.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -826347.875000 Penalty: 2633.145508
	Iteration 11Q: 3 clusters Score -826347.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -826519.062500 Penalty: 2633.145508
	Iteration 12Q: 3 clusters Score -826519.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -826681.687500 Penalty: 2633.145508
	Iteration 13Q: 3 clusters Score -826681.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -826836.812500 Penalty: 2633.145508
	Iteration 14Q: 3 clusters Score -826836.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -826955.687500 Penalty: 2633.145508
	Iteration 15Q: 3 clusters Score -826955.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -827024.500000 Penalty: 2633.145508
	Iteration 16Q: 3 clusters Score -827024.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -827077.125000 Penalty: 2633.145508
	Iteration 17Q: 3 clusters Score -827077.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -827117.625000 Penalty: 2633.145508
	Iteration 18Q: 3 clusters Score -827117.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -827147.875000 Penalty: 2633.145508
	Iteration 19Q: 3 clusters Score -827147.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -827177.937500 Penalty: 2633.145508
	Iteration 20F: 3 clusters Score -827177.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -827217.375000 Penalty: 2633.145508
	Iteration 21Q: 3 clusters Score -827217.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -827238.500000 Penalty: 2633.145508
	Iteration 22Q: 3 clusters Score -827238.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -827268.437500 Penalty: 2633.145508
	Iteration 23Q: 3 clusters Score -827268.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -827297.000000 Penalty: 2633.145508
	Iteration 24Q: 3 clusters Score -827297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -827317.812500 Penalty: 2633.145508
	Iteration 25Q: 3 clusters Score -827317.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -827327.562500 Penalty: 2633.145508
	Iteration 26Q: 3 clusters Score -827327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -827340.750000 Penalty: 2633.145508
	Iteration 27Q: 3 clusters Score -827340.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -827350.812500 Penalty: 2633.145508
	Iteration 28Q: 3 clusters Score -827350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -827356.187500 Penalty: 2633.145508
	Iteration 29Q: 3 clusters Score -827356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -827364.562500 Penalty: 2633.145508
	Iteration 30Q: 3 clusters Score -827364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -827365.000000 Penalty: 2633.145508
	Iteration 31Q: 3 clusters Score -827365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -827367.000000 Penalty: 2633.145508
	Iteration 32Q: 3 clusters Score -827367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -827368.500000 Penalty: 2633.145508
	Iteration 33Q: 3 clusters Score -827368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -827368.875000 Penalty: 2633.145508
	Iteration 34Q: 3 clusters Score -827368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -827368.500000 Penalty: 2633.145508
	Iteration 35Q: 3 clusters Score -827368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -827368.500000 Penalty: 2633.145508
	Iteration 36F: 3 clusters Score -827368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Entering Unmasked Estep 
Score: -643238.125000 Penalty: 1287.350586
	Iteration 0F: 2 clusters Score -643238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -639155.812500 Penalty: 2574.701172
	Iteration 0F: 3 clusters Score -639155.8 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -640446.687500 Penalty: 2574.701172
	Iteration 1F: 3 clusters Score -640446.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -640771.875000 Penalty: 2574.701172
	Iteration 2F: 3 clusters Score -640771.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -640984.437500 Penalty: 2574.701172
	Iteration 3F: 3 clusters Score -640984.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -641138.312500 Penalty: 2574.701172
	Iteration 4Q: 3 clusters Score -641138.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -641248.687500 Penalty: 2574.701172
	Iteration 5Q: 3 clusters Score -641248.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -641343.125000 Penalty: 2574.701172
	Iteration 6Q: 3 clusters Score -641343.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -641440.937500 Penalty: 2574.701172
	Iteration 7Q: 3 clusters Score -641440.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -641524.062500 Penalty: 2574.701172
	Iteration 8Q: 3 clusters Score -641524.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -641619.437500 Penalty: 2574.701172
	Iteration 9Q: 3 clusters Score -641619.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -641722.625000 Penalty: 2574.701172
	Iteration 10Q: 3 clusters Score -641722.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -641825.812500 Penalty: 2574.701172
	Iteration 11Q: 3 clusters Score -641825.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -641926.750000 Penalty: 2574.701172
	Iteration 12Q: 3 clusters Score -641926.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -642022.937500 Penalty: 2574.701172
	Iteration 13Q: 3 clusters Score -642022.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -642110.875000 Penalty: 2574.701172
	Iteration 14Q: 3 clusters Score -642110.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -642198.187500 Penalty: 2574.701172
	Iteration 15Q: 3 clusters Score -642198.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -642268.062500 Penalty: 2574.701172
	Iteration 16Q: 3 clusters Score -642268.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -642334.750000 Penalty: 2574.701172
	Iteration 17Q: 3 clusters Score -642334.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -642368.125000 Penalty: 2574.701172
	Iteration 18Q: 3 clusters Score -642368.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -642392.625000 Penalty: 2574.701172
	Iteration 19Q: 3 clusters Score -642392.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -642409.187500 Penalty: 2574.701172
	Iteration 20F: 3 clusters Score -642409.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -642425.000000 Penalty: 2574.701172
	Iteration 21Q: 3 clusters Score -642425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -642435.500000 Penalty: 2574.701172
	Iteration 22Q: 3 clusters Score -642435.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -642450.375000 Penalty: 2574.701172
	Iteration 23Q: 3 clusters Score -642450.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -642462.187500 Penalty: 2574.701172
	Iteration 24Q: 3 clusters Score -642462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -642472.125000 Penalty: 2574.701172
	Iteration 25Q: 3 clusters Score -642472.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -642487.750000 Penalty: 2574.701172
	Iteration 26Q: 3 clusters Score -642487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -642500.187500 Penalty: 2574.701172
	Iteration 27Q: 3 clusters Score -642500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -642513.250000 Penalty: 2574.701172
	Iteration 28Q: 3 clusters Score -642513.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -642523.687500 Penalty: 2574.701172
	Iteration 29Q: 3 clusters Score -642523.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -642534.375000 Penalty: 2574.701172
	Iteration 30Q: 3 clusters Score -642534.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -642543.750000 Penalty: 2574.701172
	Iteration 31Q: 3 clusters Score -642543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -642552.062500 Penalty: 2574.701172
	Iteration 32Q: 3 clusters Score -642552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -642555.187500 Penalty: 2574.701172
	Iteration 33Q: 3 clusters Score -642555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -642555.625000 Penalty: 2574.701172
	Iteration 34Q: 3 clusters Score -642555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -642557.500000 Penalty: 2574.701172
	Iteration 35Q: 3 clusters Score -642557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -642558.000000 Penalty: 2574.701172
	Iteration 36Q: 3 clusters Score -642558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -642561.875000 Penalty: 2574.701172
	Iteration 37Q: 3 clusters Score -642561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -642561.250000 Penalty: 2574.701172
	Iteration 38Q: 3 clusters Score -642561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -642564.375000 Penalty: 2574.701172
	Iteration 39Q: 3 clusters Score -642564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -642565.062500 Penalty: 2574.701172
	Iteration 40F: 3 clusters Score -642565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -642566.062500 Penalty: 2574.701172
	Iteration 41Q: 3 clusters Score -642566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -642566.062500 Penalty: 2574.701172
	Iteration 42F: 3 clusters Score -642566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (17705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Entering Unmasked Estep 
Score: -2106058.250000 Penalty: 1455.502441
	Iteration 0F: 2 clusters Score -2106058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2094375.625000 Penalty: 2911.004883
	Iteration 0F: 3 clusters Score -2094376 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2098724.500000 Penalty: 2911.004883
	Iteration 1F: 3 clusters Score -2098724 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2099234.250000 Penalty: 2911.004883
	Iteration 2F: 3 clusters Score -2099234 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2099746.750000 Penalty: 2911.004883
	Iteration 3F: 3 clusters Score -2099747 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2100363.500000 Penalty: 2911.004883
	Iteration 4F: 3 clusters Score -2100364 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2101123.250000 Penalty: 2911.004883
	Iteration 5F: 3 clusters Score -2101123 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2101999.750000 Penalty: 2911.004883
	Iteration 6F: 3 clusters Score -2102000 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2102833.500000 Penalty: 2911.004883
	Iteration 7F: 3 clusters Score -2102834 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2103530.750000 Penalty: 2911.004883
	Iteration 8Q: 3 clusters Score -2103531 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2104018.500000 Penalty: 2911.004883
	Iteration 9Q: 3 clusters Score -2104018 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2104308.750000 Penalty: 2911.004883
	Iteration 10Q: 3 clusters Score -2104309 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2104476.000000 Penalty: 2911.004883
	Iteration 11Q: 3 clusters Score -2104476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2104573.000000 Penalty: 2911.004883
	Iteration 12Q: 3 clusters Score -2104573 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2104654.500000 Penalty: 2911.004883
	Iteration 13Q: 3 clusters Score -2104654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2104708.750000 Penalty: 2911.004883
	Iteration 14Q: 3 clusters Score -2104709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2104742.500000 Penalty: 2911.004883
	Iteration 15Q: 3 clusters Score -2104742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2104769.250000 Penalty: 2911.004883
	Iteration 16Q: 3 clusters Score -2104769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2104795.000000 Penalty: 2911.004883
	Iteration 17Q: 3 clusters Score -2104795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2104810.250000 Penalty: 2911.004883
	Iteration 18Q: 3 clusters Score -2104810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2104832.250000 Penalty: 2911.004883
	Iteration 19Q: 3 clusters Score -2104832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2104847.250000 Penalty: 2911.004883
	Iteration 20F: 3 clusters Score -2104847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2104861.250000 Penalty: 2911.004883
	Iteration 21Q: 3 clusters Score -2104861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2104872.750000 Penalty: 2911.004883
	Iteration 22Q: 3 clusters Score -2104873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2104876.000000 Penalty: 2911.004883
	Iteration 23Q: 3 clusters Score -2104876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2104878.750000 Penalty: 2911.004883
	Iteration 24Q: 3 clusters Score -2104879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2104879.250000 Penalty: 2911.004883
	Iteration 25Q: 3 clusters Score -2104879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2104879.250000 Penalty: 2911.004883
	Iteration 26Q: 3 clusters Score -2104879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2104884.250000 Penalty: 2911.004883
	Iteration 27Q: 3 clusters Score -2104884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2104887.250000 Penalty: 2911.004883
	Iteration 28Q: 3 clusters Score -2104887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2104889.000000 Penalty: 2911.004883
	Iteration 29Q: 3 clusters Score -2104889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2104890.000000 Penalty: 2911.004883
	Iteration 30Q: 3 clusters Score -2104890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2104895.000000 Penalty: 2911.004883
	Iteration 31Q: 3 clusters Score -2104895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2104895.000000 Penalty: 2911.004883
	Iteration 32F: 3 clusters Score -2104895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (50376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Entering Unmasked Estep 
Score: -5887619.000000 Penalty: 1611.097900
	Iteration 0F: 2 clusters Score -5887619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5854641.500000 Penalty: 3222.195801
	Iteration 0F: 3 clusters Score -5854642 nChanged 23247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -5867361.500000 Penalty: 3222.195801
	Iteration 1F: 3 clusters Score -5867362 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5867804.000000 Penalty: 3222.195801
	Iteration 2Q: 3 clusters Score -5867804 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5868263.000000 Penalty: 3222.195801
	Iteration 3Q: 3 clusters Score -5868263 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5868748.000000 Penalty: 3222.195801
	Iteration 4Q: 3 clusters Score -5868748 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5869389.000000 Penalty: 3222.195801
	Iteration 5Q: 3 clusters Score -5869389 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -5870205.000000 Penalty: 3222.195801
	Iteration 6Q: 3 clusters Score -5870205 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -5871539.500000 Penalty: 3222.195801
	Iteration 7F: 3 clusters Score -5871540 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5873474.500000 Penalty: 3222.195801
	Iteration 8F: 3 clusters Score -5873474 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5876216.500000 Penalty: 3222.195801
	Iteration 9F: 3 clusters Score -5876216 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -5879384.000000 Penalty: 3222.195801
	Iteration 10F: 3 clusters Score -5879384 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -5882251.500000 Penalty: 3222.195801
	Iteration 11F: 3 clusters Score -5882252 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -5884287.000000 Penalty: 3222.195801
	Iteration 12Q: 3 clusters Score -5884287 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -5885304.000000 Penalty: 3222.195801
	Iteration 13Q: 3 clusters Score -5885304 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -5885778.000000 Penalty: 3222.195801
	Iteration 14Q: 3 clusters Score -5885778 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -5886019.500000 Penalty: 3222.195801
	Iteration 15Q: 3 clusters Score -5886020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -5886123.500000 Penalty: 3222.195801
	Iteration 16Q: 3 clusters Score -5886124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -5886204.000000 Penalty: 3222.195801
	Iteration 17Q: 3 clusters Score -5886204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -5886253.500000 Penalty: 3222.195801
	Iteration 18Q: 3 clusters Score -5886254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -5886272.000000 Penalty: 3222.195801
	Iteration 19Q: 3 clusters Score -5886272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5886292.500000 Penalty: 3222.195801
	Iteration 20F: 3 clusters Score -5886292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -5886297.500000 Penalty: 3222.195801
	Iteration 21Q: 3 clusters Score -5886298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -5886308.500000 Penalty: 3222.195801
	Iteration 22Q: 3 clusters Score -5886308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -5886319.000000 Penalty: 3222.195801
	Iteration 23Q: 3 clusters Score -5886319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -5886320.000000 Penalty: 3222.195801
	Iteration 24Q: 3 clusters Score -5886320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -5886324.500000 Penalty: 3222.195801
	Iteration 25Q: 3 clusters Score -5886324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -5886323.500000 Penalty: 3222.195801
	Iteration 26Q: 3 clusters Score -5886324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -5886326.500000 Penalty: 3222.195801
	Iteration 27Q: 3 clusters Score -5886326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -5886326.500000 Penalty: 3222.195801
	Iteration 28F: 3 clusters Score -5886326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Entering Unmasked Estep 
Score: -2547286.250000 Penalty: 1484.427979
	Iteration 0F: 2 clusters Score -2547286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2533206.000000 Penalty: 2968.855957
	Iteration 0F: 3 clusters Score -2533206 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2538383.250000 Penalty: 2968.855957
	Iteration 1F: 3 clusters Score -2538383 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2538834.750000 Penalty: 2968.855957
	Iteration 2F: 3 clusters Score -2538835 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2539219.750000 Penalty: 2968.855957
	Iteration 3Q: 3 clusters Score -2539220 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2539508.000000 Penalty: 2968.855957
	Iteration 4Q: 3 clusters Score -2539508 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2539733.500000 Penalty: 2968.855957
	Iteration 5Q: 3 clusters Score -2539734 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2539913.750000 Penalty: 2968.855957
	Iteration 6Q: 3 clusters Score -2539914 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2540088.250000 Penalty: 2968.855957
	Iteration 7Q: 3 clusters Score -2540088 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2540246.250000 Penalty: 2968.855957
	Iteration 8Q: 3 clusters Score -2540246 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2540399.750000 Penalty: 2968.855957
	Iteration 9Q: 3 clusters Score -2540400 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2540584.500000 Penalty: 2968.855957
	Iteration 10Q: 3 clusters Score -2540584 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2540797.000000 Penalty: 2968.855957
	Iteration 11Q: 3 clusters Score -2540797 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2541083.500000 Penalty: 2968.855957
	Iteration 12Q: 3 clusters Score -2541084 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2541438.500000 Penalty: 2968.855957
	Iteration 13Q: 3 clusters Score -2541438 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2541857.000000 Penalty: 2968.855957
	Iteration 14Q: 3 clusters Score -2541857 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2542352.750000 Penalty: 2968.855957
	Iteration 15Q: 3 clusters Score -2542353 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2542859.750000 Penalty: 2968.855957
	Iteration 16Q: 3 clusters Score -2542860 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2543356.500000 Penalty: 2968.855957
	Iteration 17Q: 3 clusters Score -2543356 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2543798.000000 Penalty: 2968.855957
	Iteration 18Q: 3 clusters Score -2543798 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2544132.500000 Penalty: 2968.855957
	Iteration 19Q: 3 clusters Score -2544132 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2544383.750000 Penalty: 2968.855957
	Iteration 20F: 3 clusters Score -2544384 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2544629.500000 Penalty: 2968.855957
	Iteration 21Q: 3 clusters Score -2544630 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2544848.000000 Penalty: 2968.855957
	Iteration 22Q: 3 clusters Score -2544848 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2545040.250000 Penalty: 2968.855957
	Iteration 23Q: 3 clusters Score -2545040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2545246.250000 Penalty: 2968.855957
	Iteration 24Q: 3 clusters Score -2545246 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2545442.000000 Penalty: 2968.855957
	Iteration 25Q: 3 clusters Score -2545442 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2545623.750000 Penalty: 2968.855957
	Iteration 26Q: 3 clusters Score -2545624 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2545778.500000 Penalty: 2968.855957
	Iteration 27Q: 3 clusters Score -2545778 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2545925.000000 Penalty: 2968.855957
	Iteration 28Q: 3 clusters Score -2545925 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2546035.500000 Penalty: 2968.855957
	Iteration 29Q: 3 clusters Score -2546036 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2546115.250000 Penalty: 2968.855957
	Iteration 30Q: 3 clusters Score -2546115 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2546171.500000 Penalty: 2968.855957
	Iteration 31Q: 3 clusters Score -2546172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2546204.500000 Penalty: 2968.855957
	Iteration 32Q: 3 clusters Score -2546204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2546235.750000 Penalty: 2968.855957
	Iteration 33Q: 3 clusters Score -2546236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2546261.250000 Penalty: 2968.855957
	Iteration 34Q: 3 clusters Score -2546261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2546265.750000 Penalty: 2968.855957
	Iteration 35Q: 3 clusters Score -2546266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2546287.250000 Penalty: 2968.855957
	Iteration 36Q: 3 clusters Score -2546287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2546297.250000 Penalty: 2968.855957
	Iteration 37Q: 3 clusters Score -2546297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2546308.500000 Penalty: 2968.855957
	Iteration 38Q: 3 clusters Score -2546308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2546309.250000 Penalty: 2968.855957
	Iteration 39Q: 3 clusters Score -2546309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2546312.500000 Penalty: 2968.855957
	Iteration 40F: 3 clusters Score -2546312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2546316.750000 Penalty: 2968.855957
	Iteration 41Q: 3 clusters Score -2546317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2546317.500000 Penalty: 2968.855957
	Iteration 42Q: 3 clusters Score -2546318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2546318.250000 Penalty: 2968.855957
	Iteration 43Q: 3 clusters Score -2546318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2546317.750000 Penalty: 2968.855957
	Iteration 44Q: 3 clusters Score -2546318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2546319.500000 Penalty: 2968.855957
	Iteration 45Q: 3 clusters Score -2546320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2546316.500000 Penalty: 2968.855957
	Iteration 46Q: 3 clusters Score -2546316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2546319.500000 Penalty: 2968.855957
	Iteration 47Q: 3 clusters Score -2546320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2546318.750000 Penalty: 2968.855957
	Iteration 48Q: 3 clusters Score -2546319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2546318.750000 Penalty: 2968.855957
	Iteration 49F: 3 clusters Score -2546319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -191260.234375 Penalty: 1133.009644
	Iteration 0F: 2 clusters Score -191260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189399.343750 Penalty: 2266.019287
	Iteration 0F: 3 clusters Score -189399.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -189877.671875 Penalty: 2266.019287
	Iteration 1F: 3 clusters Score -189877.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -190021.531250 Penalty: 2266.019287
	Iteration 2F: 3 clusters Score -190021.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -190098.187500 Penalty: 2266.019287
	Iteration 3Q: 3 clusters Score -190098.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190168.906250 Penalty: 2266.019287
	Iteration 4Q: 3 clusters Score -190168.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -190245.906250 Penalty: 2266.019287
	Iteration 5Q: 3 clusters Score -190245.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -190306.578125 Penalty: 2266.019287
	Iteration 6Q: 3 clusters Score -190306.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -190350.078125 Penalty: 2266.019287
	Iteration 7Q: 3 clusters Score -190350.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -190392.406250 Penalty: 2266.019287
	Iteration 8Q: 3 clusters Score -190392.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -190419.781250 Penalty: 2266.019287
	Iteration 9Q: 3 clusters Score -190419.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -190450.562500 Penalty: 2266.019287
	Iteration 10Q: 3 clusters Score -190450.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -190480.000000 Penalty: 2266.019287
	Iteration 11Q: 3 clusters Score -190480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -190518.484375 Penalty: 2266.019287
	Iteration 12Q: 3 clusters Score -190518.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -190562.359375 Penalty: 2266.019287
	Iteration 13Q: 3 clusters Score -190562.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190601.687500 Penalty: 2266.019287
	Iteration 14Q: 3 clusters Score -190601.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190627.875000 Penalty: 2266.019287
	Iteration 15Q: 3 clusters Score -190627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -190642.609375 Penalty: 2266.019287
	Iteration 16Q: 3 clusters Score -190642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190677.062500 Penalty: 2266.019287
	Iteration 17Q: 3 clusters Score -190677.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -190695.984375 Penalty: 2266.019287
	Iteration 18Q: 3 clusters Score -190696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190705.328125 Penalty: 2266.019287
	Iteration 19Q: 3 clusters Score -190705.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -190716.109375 Penalty: 2266.019287
	Iteration 20F: 3 clusters Score -190716.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -190727.906250 Penalty: 2266.019287
	Iteration 21Q: 3 clusters Score -190727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -190738.109375 Penalty: 2266.019287
	Iteration 22Q: 3 clusters Score -190738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -190746.593750 Penalty: 2266.019287
	Iteration 23Q: 3 clusters Score -190746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -190754.421875 Penalty: 2266.019287
	Iteration 24Q: 3 clusters Score -190754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -190761.968750 Penalty: 2266.019287
	Iteration 25Q: 3 clusters Score -190762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -190764.953125 Penalty: 2266.019287
	Iteration 26Q: 3 clusters Score -190765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190768.578125 Penalty: 2266.019287
	Iteration 27Q: 3 clusters Score -190768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -190775.718750 Penalty: 2266.019287
	Iteration 28Q: 3 clusters Score -190775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -190777.921875 Penalty: 2266.019287
	Iteration 29Q: 3 clusters Score -190777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190780.656250 Penalty: 2266.019287
	Iteration 30Q: 3 clusters Score -190780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190781.750000 Penalty: 2266.019287
	Iteration 31Q: 3 clusters Score -190781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -190782.234375 Penalty: 2266.019287
	Iteration 32Q: 3 clusters Score -190782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190782.406250 Penalty: 2266.019287
	Iteration 33Q: 3 clusters Score -190782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190782.406250 Penalty: 2266.019287
	Iteration 34F: 3 clusters Score -190782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -39228.617188 Penalty: 945.271240
	Iteration 0F: 2 clusters Score -39228.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38329.910156 Penalty: 1890.542480
	Iteration 0F: 3 clusters Score -38329.91 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38622.234375 Penalty: 1890.542480
	Iteration 1F: 3 clusters Score -38622.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38794.179688 Penalty: 1890.542480
	Iteration 2F: 3 clusters Score -38794.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38852.031250 Penalty: 1890.542480
	Iteration 3Q: 3 clusters Score -38852.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38905.199219 Penalty: 1890.542480
	Iteration 4Q: 3 clusters Score -38905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38926.566406 Penalty: 1890.542480
	Iteration 5Q: 3 clusters Score -38926.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38950.816406 Penalty: 1890.542480
	Iteration 6Q: 3 clusters Score -38950.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38960.253906 Penalty: 1890.542480
	Iteration 7Q: 3 clusters Score -38960.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38963.996094 Penalty: 1890.542480
	Iteration 8Q: 3 clusters Score -38964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38968.851562 Penalty: 1890.542480
	Iteration 9Q: 3 clusters Score -38968.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38975.796875 Penalty: 1890.542480
	Iteration 10Q: 3 clusters Score -38975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38980.203125 Penalty: 1890.542480
	Iteration 11Q: 3 clusters Score -38980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38986.132812 Penalty: 1890.542480
	Iteration 12Q: 3 clusters Score -38986.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38995.210938 Penalty: 1890.542480
	Iteration 13Q: 3 clusters Score -38995.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39009.285156 Penalty: 1890.542480
	Iteration 14Q: 3 clusters Score -39009.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39024.089844 Penalty: 1890.542480
	Iteration 15Q: 3 clusters Score -39024.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39049.660156 Penalty: 1890.542480
	Iteration 16Q: 3 clusters Score -39049.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39059.964844 Penalty: 1890.542480
	Iteration 17Q: 3 clusters Score -39059.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39066.132812 Penalty: 1890.542480
	Iteration 18Q: 3 clusters Score -39066.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39068.503906 Penalty: 1890.542480
	Iteration 19Q: 3 clusters Score -39068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39069.292969 Penalty: 1890.542480
	Iteration 20F: 3 clusters Score -39069.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -49390.820312 Penalty: 941.596985
	Iteration 0F: 2 clusters Score -49390.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48464.851562 Penalty: 1883.193970
	Iteration 0F: 3 clusters Score -48464.85 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48688.742188 Penalty: 1883.193970
	Iteration 1F: 3 clusters Score -48688.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48757.718750 Penalty: 1883.193970
	Iteration 2F: 3 clusters Score -48757.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48803.890625 Penalty: 1883.193970
	Iteration 3Q: 3 clusters Score -48803.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48824.597656 Penalty: 1883.193970
	Iteration 4Q: 3 clusters Score -48824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48842.058594 Penalty: 1883.193970
	Iteration 5Q: 3 clusters Score -48842.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48847.250000 Penalty: 1883.193970
	Iteration 6Q: 3 clusters Score -48847.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48855.957031 Penalty: 1883.193970
	Iteration 7Q: 3 clusters Score -48855.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48863.757812 Penalty: 1883.193970
	Iteration 8Q: 3 clusters Score -48863.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48870.230469 Penalty: 1883.193970
	Iteration 9Q: 3 clusters Score -48870.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48877.476562 Penalty: 1883.193970
	Iteration 10Q: 3 clusters Score -48877.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48884.160156 Penalty: 1883.193970
	Iteration 11Q: 3 clusters Score -48884.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48887.937500 Penalty: 1883.193970
	Iteration 12Q: 3 clusters Score -48887.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48892.503906 Penalty: 1883.193970
	Iteration 13Q: 3 clusters Score -48892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48902.382812 Penalty: 1883.193970
	Iteration 14Q: 3 clusters Score -48902.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48907.542969 Penalty: 1883.193970
	Iteration 15Q: 3 clusters Score -48907.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48911.093750 Penalty: 1883.193970
	Iteration 16Q: 3 clusters Score -48911.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48915.277344 Penalty: 1883.193970
	Iteration 17Q: 3 clusters Score -48915.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48917.789062 Penalty: 1883.193970
	Iteration 18Q: 3 clusters Score -48917.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48917.789062 Penalty: 1883.193970
	Iteration 19F: 3 clusters Score -48917.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Entering Unmasked Estep 
Score: -1136019.375000 Penalty: 1369.588257
	Iteration 0F: 2 clusters Score -1136019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1129385.625000 Penalty: 2739.176514
	Iteration 0F: 3 clusters Score -1129386 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1131603.750000 Penalty: 2739.176514
	Iteration 1F: 3 clusters Score -1131604 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1131939.375000 Penalty: 2739.176514
	Iteration 2F: 3 clusters Score -1131939 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1132221.625000 Penalty: 2739.176514
	Iteration 3F: 3 clusters Score -1132222 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1132490.500000 Penalty: 2739.176514
	Iteration 4Q: 3 clusters Score -1132490 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1132804.750000 Penalty: 2739.176514
	Iteration 5Q: 3 clusters Score -1132805 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1133137.000000 Penalty: 2739.176514
	Iteration 6Q: 3 clusters Score -1133137 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1133432.000000 Penalty: 2739.176514
	Iteration 7Q: 3 clusters Score -1133432 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1133658.625000 Penalty: 2739.176514
	Iteration 8Q: 3 clusters Score -1133659 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1133846.125000 Penalty: 2739.176514
	Iteration 9Q: 3 clusters Score -1133846 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1133978.375000 Penalty: 2739.176514
	Iteration 10Q: 3 clusters Score -1133978 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1134086.875000 Penalty: 2739.176514
	Iteration 11Q: 3 clusters Score -1134087 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1134187.000000 Penalty: 2739.176514
	Iteration 12Q: 3 clusters Score -1134187 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1134250.625000 Penalty: 2739.176514
	Iteration 13Q: 3 clusters Score -1134251 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1134305.000000 Penalty: 2739.176514
	Iteration 14Q: 3 clusters Score -1134305 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1134345.750000 Penalty: 2739.176514
	Iteration 15Q: 3 clusters Score -1134346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1134384.125000 Penalty: 2739.176514
	Iteration 16Q: 3 clusters Score -1134384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1134411.500000 Penalty: 2739.176514
	Iteration 17Q: 3 clusters Score -1134412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1134425.500000 Penalty: 2739.176514
	Iteration 18Q: 3 clusters Score -1134426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1134438.875000 Penalty: 2739.176514
	Iteration 19Q: 3 clusters Score -1134439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1134447.125000 Penalty: 2739.176514
	Iteration 20F: 3 clusters Score -1134447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1134457.000000 Penalty: 2739.176514
	Iteration 21Q: 3 clusters Score -1134457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1134463.125000 Penalty: 2739.176514
	Iteration 22Q: 3 clusters Score -1134463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1134466.750000 Penalty: 2739.176514
	Iteration 23Q: 3 clusters Score -1134467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1134476.000000 Penalty: 2739.176514
	Iteration 24Q: 3 clusters Score -1134476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1134478.750000 Penalty: 2739.176514
	Iteration 25Q: 3 clusters Score -1134479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1134484.125000 Penalty: 2739.176514
	Iteration 26Q: 3 clusters Score -1134484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1134485.000000 Penalty: 2739.176514
	Iteration 27Q: 3 clusters Score -1134485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1134485.375000 Penalty: 2739.176514
	Iteration 28Q: 3 clusters Score -1134485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1134490.500000 Penalty: 2739.176514
	Iteration 29Q: 3 clusters Score -1134490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1134491.875000 Penalty: 2739.176514
	Iteration 30Q: 3 clusters Score -1134492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1134492.250000 Penalty: 2739.176514
	Iteration 31Q: 3 clusters Score -1134492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1134491.375000 Penalty: 2739.176514
	Iteration 32Q: 3 clusters Score -1134491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1134493.750000 Penalty: 2739.176514
	Iteration 33Q: 3 clusters Score -1134494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1134495.500000 Penalty: 2739.176514
	Iteration 34Q: 3 clusters Score -1134496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1134497.875000 Penalty: 2739.176514
	Iteration 35Q: 3 clusters Score -1134498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1134497.125000 Penalty: 2739.176514
	Iteration 36Q: 3 clusters Score -1134497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1134498.375000 Penalty: 2739.176514
	Iteration 37Q: 3 clusters Score -1134498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1134499.750000 Penalty: 2739.176514
	Iteration 38Q: 3 clusters Score -1134500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1134500.875000 Penalty: 2739.176514
	Iteration 39Q: 3 clusters Score -1134501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1134497.250000 Penalty: 2739.176514
	Iteration 40F: 3 clusters Score -1134497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1134497.750000 Penalty: 2739.176514
	Iteration 41Q: 3 clusters Score -1134498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1134497.750000 Penalty: 2739.176514
	Iteration 42F: 3 clusters Score -1134498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46558.074219 Penalty: 908.393250
	Iteration 0F: 2 clusters Score -46558.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45711.699219 Penalty: 1816.786499
	Iteration 0F: 3 clusters Score -45711.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45890.289062 Penalty: 1816.786499
	Iteration 1F: 3 clusters Score -45890.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45935.734375 Penalty: 1816.786499
	Iteration 2Q: 3 clusters Score -45935.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45965.925781 Penalty: 1816.786499
	Iteration 3Q: 3 clusters Score -45965.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45987.628906 Penalty: 1816.786499
	Iteration 4Q: 3 clusters Score -45987.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46011.625000 Penalty: 1816.786499
	Iteration 5Q: 3 clusters Score -46011.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46026.046875 Penalty: 1816.786499
	Iteration 6Q: 3 clusters Score -46026.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46035.597656 Penalty: 1816.786499
	Iteration 7Q: 3 clusters Score -46035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46044.035156 Penalty: 1816.786499
	Iteration 8Q: 3 clusters Score -46044.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46057.867188 Penalty: 1816.786499
	Iteration 9Q: 3 clusters Score -46057.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46058.800781 Penalty: 1816.786499
	Iteration 10Q: 3 clusters Score -46058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46065.320312 Penalty: 1816.786499
	Iteration 11Q: 3 clusters Score -46065.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46065.320312 Penalty: 1816.786499
	Iteration 12F: 3 clusters Score -46065.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -678688.937500 Penalty: 1298.669312
	Iteration 0F: 2 clusters Score -678688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -674279.937500 Penalty: 2597.338623
	Iteration 0F: 3 clusters Score -674279.9 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -675676.062500 Penalty: 2597.338623
	Iteration 1F: 3 clusters Score -675676.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -675886.875000 Penalty: 2597.338623
	Iteration 2F: 3 clusters Score -675886.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -676011.000000 Penalty: 2597.338623
	Iteration 3Q: 3 clusters Score -676011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -676097.562500 Penalty: 2597.338623
	Iteration 4Q: 3 clusters Score -676097.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -676161.312500 Penalty: 2597.338623
	Iteration 5Q: 3 clusters Score -676161.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -676216.687500 Penalty: 2597.338623
	Iteration 6Q: 3 clusters Score -676216.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -676277.375000 Penalty: 2597.338623
	Iteration 7Q: 3 clusters Score -676277.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -676331.062500 Penalty: 2597.338623
	Iteration 8Q: 3 clusters Score -676331.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -676391.625000 Penalty: 2597.338623
	Iteration 9Q: 3 clusters Score -676391.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -676462.312500 Penalty: 2597.338623
	Iteration 10Q: 3 clusters Score -676462.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -676535.875000 Penalty: 2597.338623
	Iteration 11Q: 3 clusters Score -676535.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -676611.250000 Penalty: 2597.338623
	Iteration 12Q: 3 clusters Score -676611.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -676684.437500 Penalty: 2597.338623
	Iteration 13Q: 3 clusters Score -676684.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -676795.062500 Penalty: 2597.338623
	Iteration 14Q: 3 clusters Score -676795.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -676899.187500 Penalty: 2597.338623
	Iteration 15Q: 3 clusters Score -676899.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -677001.687500 Penalty: 2597.338623
	Iteration 16Q: 3 clusters Score -677001.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -677107.062500 Penalty: 2597.338623
	Iteration 17Q: 3 clusters Score -677107.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -677192.750000 Penalty: 2597.338623
	Iteration 18Q: 3 clusters Score -677192.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -677255.750000 Penalty: 2597.338623
	Iteration 19Q: 3 clusters Score -677255.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -677309.125000 Penalty: 2597.338623
	Iteration 20F: 3 clusters Score -677309.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -677369.625000 Penalty: 2597.338623
	Iteration 21Q: 3 clusters Score -677369.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -677426.625000 Penalty: 2597.338623
	Iteration 22Q: 3 clusters Score -677426.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -677478.750000 Penalty: 2597.338623
	Iteration 23Q: 3 clusters Score -677478.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -677524.562500 Penalty: 2597.338623
	Iteration 24Q: 3 clusters Score -677524.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -677575.375000 Penalty: 2597.338623
	Iteration 25Q: 3 clusters Score -677575.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -677603.562500 Penalty: 2597.338623
	Iteration 26Q: 3 clusters Score -677603.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -677634.687500 Penalty: 2597.338623
	Iteration 27Q: 3 clusters Score -677634.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -677666.562500 Penalty: 2597.338623
	Iteration 28Q: 3 clusters Score -677666.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -677699.625000 Penalty: 2597.338623
	Iteration 29Q: 3 clusters Score -677699.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -677738.937500 Penalty: 2597.338623
	Iteration 30Q: 3 clusters Score -677738.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -677764.937500 Penalty: 2597.338623
	Iteration 31Q: 3 clusters Score -677764.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -677779.875000 Penalty: 2597.338623
	Iteration 32Q: 3 clusters Score -677779.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -677789.625000 Penalty: 2597.338623
	Iteration 33Q: 3 clusters Score -677789.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -677798.500000 Penalty: 2597.338623
	Iteration 34Q: 3 clusters Score -677798.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -677807.812500 Penalty: 2597.338623
	Iteration 35Q: 3 clusters Score -677807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -677815.500000 Penalty: 2597.338623
	Iteration 36Q: 3 clusters Score -677815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -677826.437500 Penalty: 2597.338623
	Iteration 37Q: 3 clusters Score -677826.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -677836.687500 Penalty: 2597.338623
	Iteration 38Q: 3 clusters Score -677836.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -677843.437500 Penalty: 2597.338623
	Iteration 39Q: 3 clusters Score -677843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -677847.437500 Penalty: 2597.338623
	Iteration 40F: 3 clusters Score -677847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -677848.750000 Penalty: 2597.338623
	Iteration 41Q: 3 clusters Score -677848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -677850.312500 Penalty: 2597.338623
	Iteration 42Q: 3 clusters Score -677850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -677853.062500 Penalty: 2597.338623
	Iteration 43Q: 3 clusters Score -677853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -677855.312500 Penalty: 2597.338623
	Iteration 44Q: 3 clusters Score -677855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -677855.437500 Penalty: 2597.338623
	Iteration 45Q: 3 clusters Score -677855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -677855.437500 Penalty: 2597.338623
	Iteration 46F: 3 clusters Score -677855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -24905.679688 Penalty: 836.315674
	Iteration 0F: 2 clusters Score -24905.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24244.646484 Penalty: 1672.631348
	Iteration 0F: 3 clusters Score -24244.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24368.710938 Penalty: 1672.631348
	Iteration 1F: 3 clusters Score -24368.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24402.916016 Penalty: 1672.631348
	Iteration 2Q: 3 clusters Score -24402.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24410.478516 Penalty: 1672.631348
	Iteration 3Q: 3 clusters Score -24410.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24412.580078 Penalty: 1672.631348
	Iteration 4Q: 3 clusters Score -24412.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24412.580078 Penalty: 1672.631348
	Iteration 5F: 3 clusters Score -24412.58 nChanged 0
--- Evaluating fit on full set of 2007584 points ---
Entering Unmasked Estep 
Score: -222028976.000000 Penalty: 133886.000000
20->63 Clusters: Score -222028976.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1003792 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 50266 members 
Mstep: Class 3 contains 50145 members 
Mstep: Class 4 contains 50042 members 
Mstep: Class 5 contains 49934 members 
Mstep: Class 6 contains 50598 members 
Mstep: Class 7 contains 50143 members 
Mstep: Class 8 contains 50254 members 
Mstep: Class 9 contains 50431 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 50243 members 
Mstep: Class 12 contains 50179 members 
Mstep: Class 13 contains 50071 members 
Mstep: Class 14 contains 50175 members 
Mstep: Class 15 contains 50153 members 
Mstep: Class 16 contains 50064 members 
Mstep: Class 17 contains 50015 members 
Mstep: Class 18 contains 50246 members 
Mstep: Class 19 contains 50211 members 
Mstep: Class 20 contains 50233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 18.957703 but Gain 2056.308594
Score: -99566696.000000 Penalty: 39069.914062
Iteration 0F: 20 clusters Score -9.95667e+07 nChanged 949868
Entering Unmasked Mstep 
Mstep: Class 0 contains 2720 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 17393 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 13144 members 
Mstep: Class 6 contains 7580 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 16674 members 
Mstep: Class 11 contains 130223 members 
Mstep: Class 12 contains 42807 members 
Mstep: Class 13 contains 225337 members 
Mstep: Class 14 contains 13343 members 
Mstep: Class 15 contains 173200 members 
Mstep: Class 16 contains 33795 members 
Mstep: Class 17 contains 268 members 
Mstep: Class 18 contains 225018 members 
Mstep: Class 19 contains 71083 members 
Mstep: Class 20 contains 23895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 460.146545 but Gain 2056.312500
Score: -107847696.000000 Penalty: 37013.601562
Iteration 1F: 19 clusters Score -1.078477e+08 nChanged 387815
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4040 members 
Mstep: Class 3 contains 11673 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 13675 members 
Mstep: Class 11 contains 148769 members 
Mstep: Class 12 contains 42471 members 
Mstep: Class 13 contains 298976 members 
Mstep: Class 14 contains 29771 members 
Mstep: Class 15 contains 163138 members 
Mstep: Class 16 contains 32413 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 175080 members 
Mstep: Class 19 contains 36044 members 
Mstep: Class 20 contains 24831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108999248.000000 Penalty: 37013.601562
Iteration 2F: 19 clusters Score -1.089992e+08 nChanged 292224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5242 members 
Mstep: Class 3 contains 9711 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 15324 members 
Mstep: Class 11 contains 176154 members 
Mstep: Class 12 contains 47338 members 
Mstep: Class 13 contains 286244 members 
Mstep: Class 14 contains 66276 members 
Mstep: Class 15 contains 165318 members 
Mstep: Class 16 contains 37292 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 123697 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 24185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109552616.000000 Penalty: 37013.601562
Iteration 3F: 19 clusters Score -1.095526e+08 nChanged 184563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1429 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 8653 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 6855 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 17708 members 
Mstep: Class 11 contains 221481 members 
Mstep: Class 12 contains 46535 members 
Mstep: Class 13 contains 244682 members 
Mstep: Class 14 contains 81770 members 
Mstep: Class 15 contains 159107 members 
Mstep: Class 16 contains 39661 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 101876 members 
Mstep: Class 19 contains 28254 members 
Mstep: Class 20 contains 26289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109868912.000000 Penalty: 37013.601562
Iteration 4F: 19 clusters Score -1.098689e+08 nChanged 135182
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 2124 members 
Mstep: Class 10 contains 21847 members 
Mstep: Class 11 contains 259525 members 
Mstep: Class 12 contains 43770 members 
Mstep: Class 13 contains 205566 members 
Mstep: Class 14 contains 86594 members 
Mstep: Class 15 contains 145069 members 
Mstep: Class 16 contains 38742 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 96430 members 
Mstep: Class 19 contains 32136 members 
Mstep: Class 20 contains 34204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110060688.000000 Penalty: 37013.601562
Iteration 5F: 19 clusters Score -1.100607e+08 nChanged 105856
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 10867 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 26733 members 
Mstep: Class 11 contains 276739 members 
Mstep: Class 12 contains 41127 members 
Mstep: Class 13 contains 178773 members 
Mstep: Class 14 contains 89637 members 
Mstep: Class 15 contains 129850 members 
Mstep: Class 16 contains 36608 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 99133 members 
Mstep: Class 19 contains 35116 members 
Mstep: Class 20 contains 45319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174576.000000 Penalty: 37013.601562
Iteration 6F: 19 clusters Score -1.101746e+08 nChanged 80615
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 9454 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 13777 members 
Mstep: Class 8 contains 8490 members 
Mstep: Class 9 contains 2633 members 
Mstep: Class 10 contains 31682 members 
Mstep: Class 11 contains 277951 members 
Mstep: Class 12 contains 38948 members 
Mstep: Class 13 contains 161330 members 
Mstep: Class 14 contains 92309 members 
Mstep: Class 15 contains 116575 members 
Mstep: Class 16 contains 34439 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 104066 members 
Mstep: Class 19 contains 37191 members 
Mstep: Class 20 contains 58302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110237464.000000 Penalty: 37013.601562
Iteration 7F: 19 clusters Score -1.102375e+08 nChanged 63709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 10323 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 16893 members 
Mstep: Class 8 contains 9155 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 36766 members 
Mstep: Class 11 contains 273079 members 
Mstep: Class 12 contains 37132 members 
Mstep: Class 13 contains 147934 members 
Mstep: Class 14 contains 94607 members 
Mstep: Class 15 contains 105080 members 
Mstep: Class 16 contains 32650 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 107133 members 
Mstep: Class 19 contains 38884 members 
Mstep: Class 20 contains 72332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110288376.000000 Penalty: 37013.601562
Iteration 8F: 19 clusters Score -1.102884e+08 nChanged 52890
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 11538 members 
Mstep: Class 5 contains 8994 members 
Mstep: Class 6 contains 19856 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 41976 members 
Mstep: Class 11 contains 265631 members 
Mstep: Class 12 contains 35528 members 
Mstep: Class 13 contains 136836 members 
Mstep: Class 14 contains 96320 members 
Mstep: Class 15 contains 95745 members 
Mstep: Class 16 contains 31114 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 108206 members 
Mstep: Class 19 contains 40207 members 
Mstep: Class 20 contains 86293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110330560.000000 Penalty: 37013.601562
Iteration 9F: 19 clusters Score -1.103306e+08 nChanged 46422
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9923 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 22529 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 47569 members 
Mstep: Class 11 contains 257209 members 
Mstep: Class 12 contains 34141 members 
Mstep: Class 13 contains 127401 members 
Mstep: Class 14 contains 97718 members 
Mstep: Class 15 contains 87925 members 
Mstep: Class 16 contains 29879 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 107675 members 
Mstep: Class 19 contains 41161 members 
Mstep: Class 20 contains 99537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110365400.000000 Penalty: 37013.601562
Iteration 10Q: 19 clusters Score -1.103654e+08 nChanged 42764
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10116 members 
Mstep: Class 3 contains 14471 members 
Mstep: Class 5 contains 14281 members 
Mstep: Class 6 contains 24791 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 53673 members 
Mstep: Class 11 contains 248689 members 
Mstep: Class 12 contains 32945 members 
Mstep: Class 13 contains 119003 members 
Mstep: Class 14 contains 98811 members 
Mstep: Class 15 contains 81651 members 
Mstep: Class 16 contains 28946 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 105831 members 
Mstep: Class 19 contains 42028 members 
Mstep: Class 20 contains 111336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110395840.000000 Penalty: 37013.601562
Iteration 11Q: 19 clusters Score -1.103958e+08 nChanged 39360
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10264 members 
Mstep: Class 3 contains 16165 members 
Mstep: Class 5 contains 16895 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 8 contains 11290 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 59810 members 
Mstep: Class 11 contains 240596 members 
Mstep: Class 12 contains 31889 members 
Mstep: Class 13 contains 111544 members 
Mstep: Class 14 contains 99472 members 
Mstep: Class 15 contains 77505 members 
Mstep: Class 16 contains 28220 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 103264 members 
Mstep: Class 19 contains 42643 members 
Mstep: Class 20 contains 120982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110424728.000000 Penalty: 37013.601562
Iteration 12Q: 19 clusters Score -1.104247e+08 nChanged 36238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 18087 members 
Mstep: Class 5 contains 19320 members 
Mstep: Class 6 contains 28478 members 
Mstep: Class 8 contains 11714 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 65793 members 
Mstep: Class 11 contains 233275 members 
Mstep: Class 12 contains 30925 members 
Mstep: Class 13 contains 104919 members 
Mstep: Class 14 contains 99761 members 
Mstep: Class 15 contains 74978 members 
Mstep: Class 16 contains 27618 members 
Mstep: Class 17 contains 3433 members 
Mstep: Class 18 contains 100279 members 
Mstep: Class 19 contains 43169 members 
Mstep: Class 20 contains 128467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110450744.000000 Penalty: 37013.601562
Iteration 13Q: 19 clusters Score -1.104507e+08 nChanged 33006
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 20349 members 
Mstep: Class 5 contains 21506 members 
Mstep: Class 6 contains 29957 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 71248 members 
Mstep: Class 11 contains 226111 members 
Mstep: Class 12 contains 30067 members 
Mstep: Class 13 contains 99440 members 
Mstep: Class 14 contains 99545 members 
Mstep: Class 15 contains 73541 members 
Mstep: Class 16 contains 27094 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 97473 members 
Mstep: Class 19 contains 43475 members 
Mstep: Class 20 contains 134619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110473408.000000 Penalty: 37013.601562
Iteration 14Q: 19 clusters Score -1.104734e+08 nChanged 29966
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 22939 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 31193 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 76228 members 
Mstep: Class 11 contains 219420 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 95356 members 
Mstep: Class 14 contains 98711 members 
Mstep: Class 15 contains 72786 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 95553 members 
Mstep: Class 19 contains 43285 members 
Mstep: Class 20 contains 139078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110496544.000000 Penalty: 37013.601562
Iteration 15Q: 19 clusters Score -1.104965e+08 nChanged 27174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10805 members 
Mstep: Class 3 contains 25612 members 
Mstep: Class 5 contains 25006 members 
Mstep: Class 6 contains 32192 members 
Mstep: Class 8 contains 12926 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 213147 members 
Mstep: Class 12 contains 28580 members 
Mstep: Class 13 contains 92685 members 
Mstep: Class 14 contains 97274 members 
Mstep: Class 15 contains 72394 members 
Mstep: Class 16 contains 26342 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 95047 members 
Mstep: Class 19 contains 42475 members 
Mstep: Class 20 contains 141767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110514040.000000 Penalty: 37013.601562
Iteration 16Q: 19 clusters Score -1.10514e+08 nChanged 24183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10870 members 
Mstep: Class 3 contains 28067 members 
Mstep: Class 5 contains 26550 members 
Mstep: Class 6 contains 33168 members 
Mstep: Class 8 contains 13266 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 84901 members 
Mstep: Class 11 contains 207486 members 
Mstep: Class 12 contains 27871 members 
Mstep: Class 13 contains 91179 members 
Mstep: Class 14 contains 95355 members 
Mstep: Class 15 contains 72227 members 
Mstep: Class 16 contains 26157 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 95725 members 
Mstep: Class 19 contains 41180 members 
Mstep: Class 20 contains 143067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110527824.000000 Penalty: 37013.601562
Iteration 17Q: 19 clusters Score -1.105278e+08 nChanged 21794
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10881 members 
Mstep: Class 3 contains 30297 members 
Mstep: Class 5 contains 28012 members 
Mstep: Class 6 contains 34196 members 
Mstep: Class 8 contains 13618 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 88391 members 
Mstep: Class 11 contains 202738 members 
Mstep: Class 12 contains 27196 members 
Mstep: Class 13 contains 90176 members 
Mstep: Class 14 contains 93132 members 
Mstep: Class 15 contains 71995 members 
Mstep: Class 16 contains 26079 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 97017 members 
Mstep: Class 19 contains 39661 members 
Mstep: Class 20 contains 143669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110538544.000000 Penalty: 37013.601562
Iteration 18Q: 19 clusters Score -1.105385e+08 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10831 members 
Mstep: Class 3 contains 32131 members 
Mstep: Class 5 contains 29412 members 
Mstep: Class 6 contains 35295 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 91138 members 
Mstep: Class 11 contains 198911 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 89470 members 
Mstep: Class 14 contains 90680 members 
Mstep: Class 15 contains 71938 members 
Mstep: Class 16 contains 26093 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 98462 members 
Mstep: Class 19 contains 38237 members 
Mstep: Class 20 contains 143918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110547488.000000 Penalty: 37013.601562
Iteration 19Q: 19 clusters Score -1.105475e+08 nChanged 18164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10775 members 
Mstep: Class 3 contains 33531 members 
Mstep: Class 5 contains 30786 members 
Mstep: Class 6 contains 36527 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 93293 members 
Mstep: Class 11 contains 195718 members 
Mstep: Class 12 contains 25958 members 
Mstep: Class 13 contains 88965 members 
Mstep: Class 14 contains 88223 members 
Mstep: Class 15 contains 71830 members 
Mstep: Class 16 contains 26148 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 99747 members 
Mstep: Class 19 contains 37042 members 
Mstep: Class 20 contains 144152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110556320.000000 Penalty: 37013.601562
Iteration 20F: 19 clusters Score -1.105563e+08 nChanged 17711
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 35147 members 
Mstep: Class 5 contains 32131 members 
Mstep: Class 6 contains 38019 members 
Mstep: Class 8 contains 14548 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 95388 members 
Mstep: Class 11 contains 192751 members 
Mstep: Class 12 contains 25425 members 
Mstep: Class 13 contains 88581 members 
Mstep: Class 14 contains 85964 members 
Mstep: Class 15 contains 71570 members 
Mstep: Class 16 contains 26232 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 100764 members 
Mstep: Class 19 contains 35621 members 
Mstep: Class 20 contains 144095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110564112.000000 Penalty: 37013.601562
Iteration 21Q: 19 clusters Score -1.105641e+08 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 3 contains 36392 members 
Mstep: Class 5 contains 33379 members 
Mstep: Class 6 contains 39765 members 
Mstep: Class 8 contains 14796 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 96967 members 
Mstep: Class 11 contains 189981 members 
Mstep: Class 12 contains 24932 members 
Mstep: Class 13 contains 88306 members 
Mstep: Class 14 contains 83929 members 
Mstep: Class 15 contains 71272 members 
Mstep: Class 16 contains 26394 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 101479 members 
Mstep: Class 19 contains 34511 members 
Mstep: Class 20 contains 144185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110570464.000000 Penalty: 37013.601562
Iteration 22Q: 19 clusters Score -1.105705e+08 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 37321 members 
Mstep: Class 5 contains 34608 members 
Mstep: Class 6 contains 41724 members 
Mstep: Class 8 contains 15015 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 98022 members 
Mstep: Class 11 contains 187449 members 
Mstep: Class 12 contains 24454 members 
Mstep: Class 13 contains 88115 members 
Mstep: Class 14 contains 82142 members 
Mstep: Class 15 contains 71065 members 
Mstep: Class 16 contains 26575 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 101817 members 
Mstep: Class 19 contains 33741 members 
Mstep: Class 20 contains 144286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110576328.000000 Penalty: 37013.601562
Iteration 23Q: 19 clusters Score -1.105763e+08 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 38003 members 
Mstep: Class 5 contains 35815 members 
Mstep: Class 6 contains 43919 members 
Mstep: Class 8 contains 15171 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 98745 members 
Mstep: Class 11 contains 184849 members 
Mstep: Class 12 contains 24057 members 
Mstep: Class 13 contains 87965 members 
Mstep: Class 14 contains 80729 members 
Mstep: Class 15 contains 70887 members 
Mstep: Class 16 contains 26753 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 101822 members 
Mstep: Class 19 contains 33230 members 
Mstep: Class 20 contains 144403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110581176.000000 Penalty: 37013.601562
Iteration 24Q: 19 clusters Score -1.105812e+08 nChanged 13223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 38481 members 
Mstep: Class 5 contains 36987 members 
Mstep: Class 6 contains 46257 members 
Mstep: Class 8 contains 15270 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 99022 members 
Mstep: Class 11 contains 182411 members 
Mstep: Class 12 contains 23699 members 
Mstep: Class 13 contains 87844 members 
Mstep: Class 14 contains 79647 members 
Mstep: Class 15 contains 70899 members 
Mstep: Class 16 contains 26961 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 101391 members 
Mstep: Class 19 contains 32928 members 
Mstep: Class 20 contains 144561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110585320.000000 Penalty: 37013.601562
Iteration 25Q: 19 clusters Score -1.105853e+08 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 38786 members 
Mstep: Class 5 contains 38049 members 
Mstep: Class 6 contains 48783 members 
Mstep: Class 8 contains 15415 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 99185 members 
Mstep: Class 11 contains 179924 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 87735 members 
Mstep: Class 14 contains 78910 members 
Mstep: Class 15 contains 70850 members 
Mstep: Class 16 contains 27169 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 100582 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 144771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110589056.000000 Penalty: 37013.601562
Iteration 26Q: 19 clusters Score -1.105891e+08 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 38992 members 
Mstep: Class 5 contains 39034 members 
Mstep: Class 6 contains 51534 members 
Mstep: Class 8 contains 15519 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 99184 members 
Mstep: Class 11 contains 177316 members 
Mstep: Class 12 contains 22991 members 
Mstep: Class 13 contains 87621 members 
Mstep: Class 14 contains 78393 members 
Mstep: Class 15 contains 70852 members 
Mstep: Class 16 contains 27362 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 99516 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 145050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110592680.000000 Penalty: 37013.601562
Iteration 27Q: 19 clusters Score -1.105927e+08 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 39118 members 
Mstep: Class 5 contains 39954 members 
Mstep: Class 6 contains 54317 members 
Mstep: Class 8 contains 15630 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 99029 members 
Mstep: Class 11 contains 174858 members 
Mstep: Class 12 contains 22631 members 
Mstep: Class 13 contains 87550 members 
Mstep: Class 14 contains 78019 members 
Mstep: Class 15 contains 70871 members 
Mstep: Class 16 contains 27561 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 98288 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 145248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110595992.000000 Penalty: 37013.601562
Iteration 28Q: 19 clusters Score -1.10596e+08 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 39158 members 
Mstep: Class 5 contains 40824 members 
Mstep: Class 6 contains 57287 members 
Mstep: Class 8 contains 15757 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 98791 members 
Mstep: Class 11 contains 172213 members 
Mstep: Class 12 contains 22371 members 
Mstep: Class 13 contains 87481 members 
Mstep: Class 14 contains 77759 members 
Mstep: Class 15 contains 70835 members 
Mstep: Class 16 contains 27755 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 96972 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 145460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110598320.000000 Penalty: 37013.601562
Iteration 29Q: 19 clusters Score -1.105983e+08 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 39124 members 
Mstep: Class 5 contains 41581 members 
Mstep: Class 6 contains 60424 members 
Mstep: Class 8 contains 15948 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 98520 members 
Mstep: Class 11 contains 169452 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 87432 members 
Mstep: Class 14 contains 77574 members 
Mstep: Class 15 contains 70773 members 
Mstep: Class 16 contains 27977 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 95618 members 
Mstep: Class 19 contains 33679 members 
Mstep: Class 20 contains 145679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110600944.000000 Penalty: 37013.601562
Iteration 30Q: 19 clusters Score -1.106009e+08 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10462 members 
Mstep: Class 3 contains 39134 members 
Mstep: Class 5 contains 42293 members 
Mstep: Class 6 contains 63484 members 
Mstep: Class 8 contains 16191 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 98249 members 
Mstep: Class 11 contains 166660 members 
Mstep: Class 12 contains 21877 members 
Mstep: Class 13 contains 87373 members 
Mstep: Class 14 contains 77464 members 
Mstep: Class 15 contains 70689 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 94289 members 
Mstep: Class 19 contains 33936 members 
Mstep: Class 20 contains 145905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110603872.000000 Penalty: 37013.601562
Iteration 31Q: 19 clusters Score -1.106039e+08 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 39127 members 
Mstep: Class 5 contains 42919 members 
Mstep: Class 6 contains 66523 members 
Mstep: Class 8 contains 16399 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 97919 members 
Mstep: Class 11 contains 163990 members 
Mstep: Class 12 contains 21639 members 
Mstep: Class 13 contains 87318 members 
Mstep: Class 14 contains 77403 members 
Mstep: Class 15 contains 70665 members 
Mstep: Class 16 contains 28375 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 92999 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 146052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110606280.000000 Penalty: 37013.601562
Iteration 32Q: 19 clusters Score -1.106063e+08 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 39069 members 
Mstep: Class 5 contains 43473 members 
Mstep: Class 6 contains 69528 members 
Mstep: Class 8 contains 16605 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 97589 members 
Mstep: Class 11 contains 161409 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 87271 members 
Mstep: Class 14 contains 77391 members 
Mstep: Class 15 contains 70676 members 
Mstep: Class 16 contains 28572 members 
Mstep: Class 17 contains 4639 members 
Mstep: Class 18 contains 91615 members 
Mstep: Class 19 contains 34437 members 
Mstep: Class 20 contains 146253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110608984.000000 Penalty: 37013.601562
Iteration 33Q: 19 clusters Score -1.10609e+08 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10902 members 
Mstep: Class 3 contains 39028 members 
Mstep: Class 5 contains 43974 members 
Mstep: Class 6 contains 72452 members 
Mstep: Class 8 contains 16842 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 97288 members 
Mstep: Class 11 contains 158847 members 
Mstep: Class 12 contains 21152 members 
Mstep: Class 13 contains 87219 members 
Mstep: Class 14 contains 77395 members 
Mstep: Class 15 contains 70734 members 
Mstep: Class 16 contains 28766 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 90286 members 
Mstep: Class 19 contains 34673 members 
Mstep: Class 20 contains 146373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110611488.000000 Penalty: 37013.601562
Iteration 34Q: 19 clusters Score -1.106115e+08 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11088 members 
Mstep: Class 3 contains 38988 members 
Mstep: Class 5 contains 44405 members 
Mstep: Class 6 contains 75346 members 
Mstep: Class 8 contains 17056 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 96979 members 
Mstep: Class 11 contains 156381 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 87177 members 
Mstep: Class 14 contains 77397 members 
Mstep: Class 15 contains 70763 members 
Mstep: Class 16 contains 28955 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 88899 members 
Mstep: Class 19 contains 34893 members 
Mstep: Class 20 contains 146586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110614144.000000 Penalty: 37013.601562
Iteration 35Q: 19 clusters Score -1.106141e+08 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 38988 members 
Mstep: Class 5 contains 44823 members 
Mstep: Class 6 contains 78278 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 96678 members 
Mstep: Class 11 contains 153914 members 
Mstep: Class 12 contains 20758 members 
Mstep: Class 13 contains 87128 members 
Mstep: Class 14 contains 77405 members 
Mstep: Class 15 contains 70800 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 4855 members 
Mstep: Class 18 contains 87511 members 
Mstep: Class 19 contains 35055 members 
Mstep: Class 20 contains 146761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110615936.000000 Penalty: 37013.601562
Iteration 36Q: 19 clusters Score -1.106159e+08 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11498 members 
Mstep: Class 3 contains 38962 members 
Mstep: Class 5 contains 45171 members 
Mstep: Class 6 contains 81183 members 
Mstep: Class 8 contains 17495 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 96355 members 
Mstep: Class 11 contains 151700 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 13 contains 87099 members 
Mstep: Class 14 contains 77415 members 
Mstep: Class 15 contains 70905 members 
Mstep: Class 16 contains 29276 members 
Mstep: Class 17 contains 4938 members 
Mstep: Class 18 contains 86060 members 
Mstep: Class 19 contains 35188 members 
Mstep: Class 20 contains 146840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110618048.000000 Penalty: 37013.601562
Iteration 37Q: 19 clusters Score -1.10618e+08 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 38929 members 
Mstep: Class 5 contains 45462 members 
Mstep: Class 6 contains 84022 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 96044 members 
Mstep: Class 11 contains 149716 members 
Mstep: Class 12 contains 20359 members 
Mstep: Class 13 contains 87066 members 
Mstep: Class 14 contains 77433 members 
Mstep: Class 15 contains 71069 members 
Mstep: Class 16 contains 29412 members 
Mstep: Class 17 contains 5025 members 
Mstep: Class 18 contains 84536 members 
Mstep: Class 19 contains 35318 members 
Mstep: Class 20 contains 146837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110620096.000000 Penalty: 37013.601562
Iteration 38Q: 19 clusters Score -1.106201e+08 nChanged 8889
Entering ConstructFrom: 
Score: -110620096.000000 Penalty: 37013.601562
Entering ConstructFrom: 
Trying to split cluster 1 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -47857.738281 Penalty: 912.649658
	Iteration 0F: 2 clusters Score -47857.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46991.230469 Penalty: 1825.299316
	Iteration 0F: 3 clusters Score -46991.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47138.386719 Penalty: 1825.299316
	Iteration 1F: 3 clusters Score -47138.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47181.273438 Penalty: 1825.299316
	Iteration 2Q: 3 clusters Score -47181.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47210.082031 Penalty: 1825.299316
	Iteration 3Q: 3 clusters Score -47210.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47216.160156 Penalty: 1825.299316
	Iteration 4Q: 3 clusters Score -47216.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47225.746094 Penalty: 1825.299316
	Iteration 5Q: 3 clusters Score -47225.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47243.125000 Penalty: 1825.299316
	Iteration 6Q: 3 clusters Score -47243.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47253.597656 Penalty: 1825.299316
	Iteration 7Q: 3 clusters Score -47253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47259.218750 Penalty: 1825.299316
	Iteration 8Q: 3 clusters Score -47259.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47259.218750 Penalty: 1825.299316
	Iteration 9F: 3 clusters Score -47259.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1266879.625000 Penalty: 1397.193481
	Iteration 0F: 2 clusters Score -1266880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1258942.500000 Penalty: 2794.386963
	Iteration 0F: 3 clusters Score -1258942 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1262957.750000 Penalty: 2794.386963
	Iteration 1F: 3 clusters Score -1262958 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1265453.500000 Penalty: 2794.386963
	Iteration 2F: 3 clusters Score -1265454 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1267855.375000 Penalty: 2794.386963
	Iteration 3F: 3 clusters Score -1267855 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1269883.500000 Penalty: 2794.386963
	Iteration 4F: 3 clusters Score -1269884 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1271116.875000 Penalty: 2794.386963
	Iteration 5F: 3 clusters Score -1271117 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1271504.125000 Penalty: 2794.386963
	Iteration 6Q: 3 clusters Score -1271504 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1271641.500000 Penalty: 2794.386963
	Iteration 7Q: 3 clusters Score -1271642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1271720.500000 Penalty: 2794.386963
	Iteration 8Q: 3 clusters Score -1271720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1271785.625000 Penalty: 2794.386963
	Iteration 9Q: 3 clusters Score -1271786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1271853.875000 Penalty: 2794.386963
	Iteration 10Q: 3 clusters Score -1271854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1271943.875000 Penalty: 2794.386963
	Iteration 11Q: 3 clusters Score -1271944 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1272010.500000 Penalty: 2794.386963
	Iteration 12Q: 3 clusters Score -1272010 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1272091.625000 Penalty: 2794.386963
	Iteration 13Q: 3 clusters Score -1272092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1272146.375000 Penalty: 2794.386963
	Iteration 14Q: 3 clusters Score -1272146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1272190.875000 Penalty: 2794.386963
	Iteration 15Q: 3 clusters Score -1272191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1272218.000000 Penalty: 2794.386963
	Iteration 16Q: 3 clusters Score -1272218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1272238.625000 Penalty: 2794.386963
	Iteration 17Q: 3 clusters Score -1272239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1272248.250000 Penalty: 2794.386963
	Iteration 18Q: 3 clusters Score -1272248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1272249.375000 Penalty: 2794.386963
	Iteration 19Q: 3 clusters Score -1272249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1272251.625000 Penalty: 2794.386963
	Iteration 20F: 3 clusters Score -1272252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1272252.000000 Penalty: 2794.386963
	Iteration 21Q: 3 clusters Score -1272252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1272253.500000 Penalty: 2794.386963
	Iteration 22Q: 3 clusters Score -1272254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1272251.250000 Penalty: 2794.386963
	Iteration 23Q: 3 clusters Score -1272251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1272252.375000 Penalty: 2794.386963
	Iteration 24Q: 3 clusters Score -1272252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1272252.000000 Penalty: 2794.386963
	Iteration 25Q: 3 clusters Score -1272252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1272252.000000 Penalty: 2794.386963
	Iteration 26F: 3 clusters Score -1272252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 38881 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 45655 members 
Mstep: Class 6 contains 86844 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 95735 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Entering Unmasked Estep 
Score: -110626208.000000 Penalty: 39069.914062
Splitting cluster 2 changes total score from -110620096.000000 to -110626208.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (38881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Entering Unmasked Estep 
Score: -4323553.000000 Penalty: 1572.557251
	Iteration 0F: 2 clusters Score -4323553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4298382.000000 Penalty: 3145.114502
	Iteration 0F: 3 clusters Score -4298382 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4308909.500000 Penalty: 3145.114502
	Iteration 1F: 3 clusters Score -4308910 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4310556.000000 Penalty: 3145.114502
	Iteration 2F: 3 clusters Score -4310556 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4312573.000000 Penalty: 3145.114502
	Iteration 3F: 3 clusters Score -4312573 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4314951.500000 Penalty: 3145.114502
	Iteration 4F: 3 clusters Score -4314952 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4317374.500000 Penalty: 3145.114502
	Iteration 5F: 3 clusters Score -4317374 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4319600.000000 Penalty: 3145.114502
	Iteration 6F: 3 clusters Score -4319600 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4321370.500000 Penalty: 3145.114502
	Iteration 7F: 3 clusters Score -4321370 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4322580.500000 Penalty: 3145.114502
	Iteration 8Q: 3 clusters Score -4322580 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4323370.500000 Penalty: 3145.114502
	Iteration 9Q: 3 clusters Score -4323370 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4323826.500000 Penalty: 3145.114502
	Iteration 10Q: 3 clusters Score -4323826 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4324109.000000 Penalty: 3145.114502
	Iteration 11Q: 3 clusters Score -4324109 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4324269.500000 Penalty: 3145.114502
	Iteration 12Q: 3 clusters Score -4324270 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -4324394.500000 Penalty: 3145.114502
	Iteration 13Q: 3 clusters Score -4324394 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4324488.500000 Penalty: 3145.114502
	Iteration 14Q: 3 clusters Score -4324488 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4324563.000000 Penalty: 3145.114502
	Iteration 15Q: 3 clusters Score -4324563 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4324650.000000 Penalty: 3145.114502
	Iteration 16Q: 3 clusters Score -4324650 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4324704.500000 Penalty: 3145.114502
	Iteration 17Q: 3 clusters Score -4324704 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4324757.500000 Penalty: 3145.114502
	Iteration 18Q: 3 clusters Score -4324758 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4324808.000000 Penalty: 3145.114502
	Iteration 19Q: 3 clusters Score -4324808 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4324864.500000 Penalty: 3145.114502
	Iteration 20F: 3 clusters Score -4324864 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4324926.000000 Penalty: 3145.114502
	Iteration 21Q: 3 clusters Score -4324926 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4324967.000000 Penalty: 3145.114502
	Iteration 22Q: 3 clusters Score -4324967 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4325015.000000 Penalty: 3145.114502
	Iteration 23Q: 3 clusters Score -4325015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4325088.500000 Penalty: 3145.114502
	Iteration 24Q: 3 clusters Score -4325088 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4325142.000000 Penalty: 3145.114502
	Iteration 25Q: 3 clusters Score -4325142 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4325191.500000 Penalty: 3145.114502
	Iteration 26Q: 3 clusters Score -4325192 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4325259.500000 Penalty: 3145.114502
	Iteration 27Q: 3 clusters Score -4325260 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4325315.000000 Penalty: 3145.114502
	Iteration 28Q: 3 clusters Score -4325315 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4325346.000000 Penalty: 3145.114502
	Iteration 29Q: 3 clusters Score -4325346 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4325349.000000 Penalty: 3145.114502
	Iteration 30Q: 3 clusters Score -4325349 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4325373.500000 Penalty: 3145.114502
	Iteration 31Q: 3 clusters Score -4325374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4325394.500000 Penalty: 3145.114502
	Iteration 32Q: 3 clusters Score -4325394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4325399.000000 Penalty: 3145.114502
	Iteration 33Q: 3 clusters Score -4325399 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4325405.000000 Penalty: 3145.114502
	Iteration 34Q: 3 clusters Score -4325405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4325407.000000 Penalty: 3145.114502
	Iteration 35Q: 3 clusters Score -4325407 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4325421.500000 Penalty: 3145.114502
	Iteration 36Q: 3 clusters Score -4325422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4325430.500000 Penalty: 3145.114502
	Iteration 37Q: 3 clusters Score -4325430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4325442.000000 Penalty: 3145.114502
	Iteration 38Q: 3 clusters Score -4325442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4325456.000000 Penalty: 3145.114502
	Iteration 39Q: 3 clusters Score -4325456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4325464.000000 Penalty: 3145.114502
	Iteration 40F: 3 clusters Score -4325464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4325473.500000 Penalty: 3145.114502
	Iteration 41Q: 3 clusters Score -4325474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4325470.500000 Penalty: 3145.114502
	Iteration 42Q: 3 clusters Score -4325470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4325477.000000 Penalty: 3145.114502
	Iteration 43Q: 3 clusters Score -4325477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4325467.500000 Penalty: 3145.114502
	Iteration 44Q: 3 clusters Score -4325468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4325482.000000 Penalty: 3145.114502
	Iteration 45Q: 3 clusters Score -4325482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4325478.500000 Penalty: 3145.114502
	Iteration 46Q: 3 clusters Score -4325478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4325476.500000 Penalty: 3145.114502
	Iteration 47Q: 3 clusters Score -4325476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4325470.000000 Penalty: 3145.114502
	Iteration 48Q: 3 clusters Score -4325470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4325483.500000 Penalty: 3145.114502
	Iteration 49Q: 3 clusters Score -4325484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4325492.500000 Penalty: 3145.114502
	Iteration 50Q: 3 clusters Score -4325492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4325486.000000 Penalty: 3145.114502
	Iteration 51Q: 3 clusters Score -4325486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4325488.000000 Penalty: 3145.114502
	Iteration 52Q: 3 clusters Score -4325488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4325492.000000 Penalty: 3145.114502
	Iteration 53Q: 3 clusters Score -4325492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4325494.500000 Penalty: 3145.114502
	Iteration 54Q: 3 clusters Score -4325494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4325491.000000 Penalty: 3145.114502
	Iteration 55Q: 3 clusters Score -4325491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4325485.000000 Penalty: 3145.114502
	Iteration 56Q: 3 clusters Score -4325485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4325484.500000 Penalty: 3145.114502
	Iteration 57Q: 3 clusters Score -4325484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4325477.000000 Penalty: 3145.114502
	Iteration 58Q: 3 clusters Score -4325477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4325476.500000 Penalty: 3145.114502
	Iteration 59Q: 3 clusters Score -4325476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4325479.500000 Penalty: 3145.114502
	Iteration 60F: 3 clusters Score -4325480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4325474.500000 Penalty: 3145.114502
	Iteration 61Q: 3 clusters Score -4325474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4325474.500000 Penalty: 3145.114502
	Iteration 62Q: 3 clusters Score -4325474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4325479.500000 Penalty: 3145.114502
	Iteration 63Q: 3 clusters Score -4325480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4325479.000000 Penalty: 3145.114502
	Iteration 64Q: 3 clusters Score -4325479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4325480.000000 Penalty: 3145.114502
	Iteration 65Q: 3 clusters Score -4325480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4325476.000000 Penalty: 3145.114502
	Iteration 66Q: 3 clusters Score -4325476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4325476.000000 Penalty: 3145.114502
	Iteration 67F: 3 clusters Score -4325476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 45655 members 
Mstep: Class 6 contains 86844 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 95735 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Entering Unmasked Estep 
Score: -110627640.000000 Penalty: 41126.222656
Splitting cluster 3 changes total score from -110620096.000000 to -110627640.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (45655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Entering Unmasked Estep 
Score: -4965203.000000 Penalty: 1596.455688
	Iteration 0F: 2 clusters Score -4965203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4935515.000000 Penalty: 3192.911377
	Iteration 0F: 3 clusters Score -4935515 nChanged 20997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -4947766.500000 Penalty: 3192.911377
	Iteration 1F: 3 clusters Score -4947766 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4949336.500000 Penalty: 3192.911377
	Iteration 2F: 3 clusters Score -4949336 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -4951499.000000 Penalty: 3192.911377
	Iteration 3F: 3 clusters Score -4951499 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4953990.000000 Penalty: 3192.911377
	Iteration 4F: 3 clusters Score -4953990 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4956287.000000 Penalty: 3192.911377
	Iteration 5F: 3 clusters Score -4956287 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4958222.500000 Penalty: 3192.911377
	Iteration 6F: 3 clusters Score -4958222 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4959725.000000 Penalty: 3192.911377
	Iteration 7F: 3 clusters Score -4959725 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4960953.500000 Penalty: 3192.911377
	Iteration 8Q: 3 clusters Score -4960954 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4962040.500000 Penalty: 3192.911377
	Iteration 9Q: 3 clusters Score -4962040 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4963228.000000 Penalty: 3192.911377
	Iteration 10Q: 3 clusters Score -4963228 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4964654.000000 Penalty: 3192.911377
	Iteration 11Q: 3 clusters Score -4964654 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4966360.000000 Penalty: 3192.911377
	Iteration 12Q: 3 clusters Score -4966360 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4968251.000000 Penalty: 3192.911377
	Iteration 13Q: 3 clusters Score -4968251 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4970082.000000 Penalty: 3192.911377
	Iteration 14Q: 3 clusters Score -4970082 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4971085.500000 Penalty: 3192.911377
	Iteration 15Q: 3 clusters Score -4971086 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -4971374.000000 Penalty: 3192.911377
	Iteration 16Q: 3 clusters Score -4971374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4971495.500000 Penalty: 3192.911377
	Iteration 17Q: 3 clusters Score -4971496 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4971524.500000 Penalty: 3192.911377
	Iteration 18Q: 3 clusters Score -4971524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4971551.000000 Penalty: 3192.911377
	Iteration 19Q: 3 clusters Score -4971551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4971601.000000 Penalty: 3192.911377
	Iteration 20F: 3 clusters Score -4971601 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4971627.500000 Penalty: 3192.911377
	Iteration 21Q: 3 clusters Score -4971628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4971634.500000 Penalty: 3192.911377
	Iteration 22Q: 3 clusters Score -4971634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4971645.500000 Penalty: 3192.911377
	Iteration 23Q: 3 clusters Score -4971646 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4971656.000000 Penalty: 3192.911377
	Iteration 24Q: 3 clusters Score -4971656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4971659.500000 Penalty: 3192.911377
	Iteration 25Q: 3 clusters Score -4971660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4971675.500000 Penalty: 3192.911377
	Iteration 26Q: 3 clusters Score -4971676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4971687.000000 Penalty: 3192.911377
	Iteration 27Q: 3 clusters Score -4971687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4971686.500000 Penalty: 3192.911377
	Iteration 28Q: 3 clusters Score -4971686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4971690.000000 Penalty: 3192.911377
	Iteration 29Q: 3 clusters Score -4971690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4971707.500000 Penalty: 3192.911377
	Iteration 30Q: 3 clusters Score -4971708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4971710.500000 Penalty: 3192.911377
	Iteration 31Q: 3 clusters Score -4971710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4971704.500000 Penalty: 3192.911377
	Iteration 32Q: 3 clusters Score -4971704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4971719.500000 Penalty: 3192.911377
	Iteration 33Q: 3 clusters Score -4971720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4971736.500000 Penalty: 3192.911377
	Iteration 34Q: 3 clusters Score -4971736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4971728.500000 Penalty: 3192.911377
	Iteration 35Q: 3 clusters Score -4971728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4971720.000000 Penalty: 3192.911377
	Iteration 36Q: 3 clusters Score -4971720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4971724.500000 Penalty: 3192.911377
	Iteration 37Q: 3 clusters Score -4971724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 3192.911377
	Iteration 38Q: 3 clusters Score -4971730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4971733.500000 Penalty: 3192.911377
	Iteration 39Q: 3 clusters Score -4971734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 3192.911377
	Iteration 40F: 3 clusters Score -4971732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4971731.500000 Penalty: 3192.911377
	Iteration 41Q: 3 clusters Score -4971732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4971732.500000 Penalty: 3192.911377
	Iteration 42Q: 3 clusters Score -4971732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4971728.500000 Penalty: 3192.911377
	Iteration 43Q: 3 clusters Score -4971728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 3192.911377
	Iteration 44Q: 3 clusters Score -4971730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4971729.500000 Penalty: 3192.911377
	Iteration 45Q: 3 clusters Score -4971730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4971728.500000 Penalty: 3192.911377
	Iteration 46Q: 3 clusters Score -4971728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 3192.911377
	Iteration 47Q: 3 clusters Score -4971732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 3192.911377
	Iteration 48Q: 3 clusters Score -4971730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 3192.911377
	Iteration 49Q: 3 clusters Score -4971732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 3192.911377
	Iteration 50F: 3 clusters Score -4971732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 86844 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 95735 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Entering Unmasked Estep 
Score: -110632816.000000 Penalty: 43182.535156
Splitting cluster 5 changes total score from -110620096.000000 to -110632816.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (86844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Entering Unmasked Estep 
Score: -9801103.000000 Penalty: 1692.134155
	Iteration 0F: 2 clusters Score -9801103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -9745413.000000 Penalty: 3384.268311
	Iteration 0F: 3 clusters Score -9745413 nChanged 40913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -9769424.000000 Penalty: 3384.268311
	Iteration 1F: 3 clusters Score -9769424 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -9771106.000000 Penalty: 3384.268311
	Iteration 2Q: 3 clusters Score -9771106 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -9773705.000000 Penalty: 3384.268311
	Iteration 3F: 3 clusters Score -9773705 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -9777489.000000 Penalty: 3384.268311
	Iteration 4F: 3 clusters Score -9777489 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -9782366.000000 Penalty: 3384.268311
	Iteration 5F: 3 clusters Score -9782366 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -9787466.000000 Penalty: 3384.268311
	Iteration 6F: 3 clusters Score -9787466 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -9791644.000000 Penalty: 3384.268311
	Iteration 7F: 3 clusters Score -9791644 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -9794583.000000 Penalty: 3384.268311
	Iteration 8Q: 3 clusters Score -9794583 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -9796543.000000 Penalty: 3384.268311
	Iteration 9Q: 3 clusters Score -9796543 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -9798016.000000 Penalty: 3384.268311
	Iteration 10Q: 3 clusters Score -9798016 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -9798970.000000 Penalty: 3384.268311
	Iteration 11Q: 3 clusters Score -9798970 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -9799643.000000 Penalty: 3384.268311
	Iteration 12Q: 3 clusters Score -9799643 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -9800151.000000 Penalty: 3384.268311
	Iteration 13Q: 3 clusters Score -9800151 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -9800517.000000 Penalty: 3384.268311
	Iteration 14Q: 3 clusters Score -9800517 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -9800811.000000 Penalty: 3384.268311
	Iteration 15Q: 3 clusters Score -9800811 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -9801073.000000 Penalty: 3384.268311
	Iteration 16Q: 3 clusters Score -9801073 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -9801212.000000 Penalty: 3384.268311
	Iteration 17Q: 3 clusters Score -9801212 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -9801367.000000 Penalty: 3384.268311
	Iteration 18Q: 3 clusters Score -9801367 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -9801444.000000 Penalty: 3384.268311
	Iteration 19Q: 3 clusters Score -9801444 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -9801500.000000 Penalty: 3384.268311
	Iteration 20F: 3 clusters Score -9801500 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -9801566.000000 Penalty: 3384.268311
	Iteration 21Q: 3 clusters Score -9801566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -9801600.000000 Penalty: 3384.268311
	Iteration 22Q: 3 clusters Score -9801600 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -9801650.000000 Penalty: 3384.268311
	Iteration 23Q: 3 clusters Score -9801650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -9801682.000000 Penalty: 3384.268311
	Iteration 24Q: 3 clusters Score -9801682 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -9801708.000000 Penalty: 3384.268311
	Iteration 25Q: 3 clusters Score -9801708 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -9801736.000000 Penalty: 3384.268311
	Iteration 26Q: 3 clusters Score -9801736 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -9801746.000000 Penalty: 3384.268311
	Iteration 27Q: 3 clusters Score -9801746 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -9801762.000000 Penalty: 3384.268311
	Iteration 28Q: 3 clusters Score -9801762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -9801811.000000 Penalty: 3384.268311
	Iteration 29Q: 3 clusters Score -9801811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9801805.000000 Penalty: 3384.268311
	Iteration 30Q: 3 clusters Score -9801805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -9801798.000000 Penalty: 3384.268311
	Iteration 31Q: 3 clusters Score -9801798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -9801814.000000 Penalty: 3384.268311
	Iteration 32Q: 3 clusters Score -9801814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -9801824.000000 Penalty: 3384.268311
	Iteration 33Q: 3 clusters Score -9801824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -9801810.000000 Penalty: 3384.268311
	Iteration 34Q: 3 clusters Score -9801810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -9801824.000000 Penalty: 3384.268311
	Iteration 35Q: 3 clusters Score -9801824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -9801847.000000 Penalty: 3384.268311
	Iteration 36Q: 3 clusters Score -9801847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -9801851.000000 Penalty: 3384.268311
	Iteration 37Q: 3 clusters Score -9801851 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -9801849.000000 Penalty: 3384.268311
	Iteration 38Q: 3 clusters Score -9801849 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -9801886.000000 Penalty: 3384.268311
	Iteration 39Q: 3 clusters Score -9801886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -9801894.000000 Penalty: 3384.268311
	Iteration 40F: 3 clusters Score -9801894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -9801900.000000 Penalty: 3384.268311
	Iteration 41Q: 3 clusters Score -9801900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -9801917.000000 Penalty: 3384.268311
	Iteration 42Q: 3 clusters Score -9801917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -9801919.000000 Penalty: 3384.268311
	Iteration 43Q: 3 clusters Score -9801919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -9801942.000000 Penalty: 3384.268311
	Iteration 44Q: 3 clusters Score -9801942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -9801977.000000 Penalty: 3384.268311
	Iteration 45Q: 3 clusters Score -9801977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -9801984.000000 Penalty: 3384.268311
	Iteration 46Q: 3 clusters Score -9801984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -9801987.000000 Penalty: 3384.268311
	Iteration 47Q: 3 clusters Score -9801987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -9801982.000000 Penalty: 3384.268311
	Iteration 48Q: 3 clusters Score -9801982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -9802016.000000 Penalty: 3384.268311
	Iteration 49Q: 3 clusters Score -9802016 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -9802049.000000 Penalty: 3384.268311
	Iteration 50Q: 3 clusters Score -9802049 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -9802047.000000 Penalty: 3384.268311
	Iteration 51Q: 3 clusters Score -9802047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -9802059.000000 Penalty: 3384.268311
	Iteration 52Q: 3 clusters Score -9802059 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -9802093.000000 Penalty: 3384.268311
	Iteration 53Q: 3 clusters Score -9802093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -9802083.000000 Penalty: 3384.268311
	Iteration 54Q: 3 clusters Score -9802083 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -9802158.000000 Penalty: 3384.268311
	Iteration 55Q: 3 clusters Score -9802158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -9802161.000000 Penalty: 3384.268311
	Iteration 56Q: 3 clusters Score -9802161 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -9802162.000000 Penalty: 3384.268311
	Iteration 57Q: 3 clusters Score -9802162 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -9802169.000000 Penalty: 3384.268311
	Iteration 58Q: 3 clusters Score -9802169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -9802217.000000 Penalty: 3384.268311
	Iteration 59Q: 3 clusters Score -9802217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -9802292.000000 Penalty: 3384.268311
	Iteration 60F: 3 clusters Score -9802292 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -9802313.000000 Penalty: 3384.268311
	Iteration 61Q: 3 clusters Score -9802313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -9802353.000000 Penalty: 3384.268311
	Iteration 62Q: 3 clusters Score -9802353 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -9802408.000000 Penalty: 3384.268311
	Iteration 63Q: 3 clusters Score -9802408 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9802445.000000 Penalty: 3384.268311
	Iteration 64Q: 3 clusters Score -9802445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -9802457.000000 Penalty: 3384.268311
	Iteration 65Q: 3 clusters Score -9802457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -9802473.000000 Penalty: 3384.268311
	Iteration 66Q: 3 clusters Score -9802473 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -9802500.000000 Penalty: 3384.268311
	Iteration 67Q: 3 clusters Score -9802500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -9802529.000000 Penalty: 3384.268311
	Iteration 68Q: 3 clusters Score -9802529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -9802530.000000 Penalty: 3384.268311
	Iteration 69Q: 3 clusters Score -9802530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -9802564.000000 Penalty: 3384.268311
	Iteration 70Q: 3 clusters Score -9802564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -9802572.000000 Penalty: 3384.268311
	Iteration 71Q: 3 clusters Score -9802572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9802582.000000 Penalty: 3384.268311
	Iteration 72Q: 3 clusters Score -9802582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9802579.000000 Penalty: 3384.268311
	Iteration 73Q: 3 clusters Score -9802579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -9802594.000000 Penalty: 3384.268311
	Iteration 74Q: 3 clusters Score -9802594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -9802615.000000 Penalty: 3384.268311
	Iteration 75Q: 3 clusters Score -9802615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -9802652.000000 Penalty: 3384.268311
	Iteration 76Q: 3 clusters Score -9802652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -9802649.000000 Penalty: 3384.268311
	Iteration 77Q: 3 clusters Score -9802649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -9802654.000000 Penalty: 3384.268311
	Iteration 78Q: 3 clusters Score -9802654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -9802657.000000 Penalty: 3384.268311
	Iteration 79Q: 3 clusters Score -9802657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -9802674.000000 Penalty: 3384.268311
	Iteration 80F: 3 clusters Score -9802674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -9802702.000000 Penalty: 3384.268311
	Iteration 81Q: 3 clusters Score -9802702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -9802712.000000 Penalty: 3384.268311
	Iteration 82Q: 3 clusters Score -9802712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -9802704.000000 Penalty: 3384.268311
	Iteration 83Q: 3 clusters Score -9802704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -9802718.000000 Penalty: 3384.268311
	Iteration 84Q: 3 clusters Score -9802718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -9802735.000000 Penalty: 3384.268311
	Iteration 85Q: 3 clusters Score -9802735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -9802732.000000 Penalty: 3384.268311
	Iteration 86Q: 3 clusters Score -9802732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -9802730.000000 Penalty: 3384.268311
	Iteration 87Q: 3 clusters Score -9802730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -9802734.000000 Penalty: 3384.268311
	Iteration 88Q: 3 clusters Score -9802734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -9802744.000000 Penalty: 3384.268311
	Iteration 89Q: 3 clusters Score -9802744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -9802744.000000 Penalty: 3384.268311
	Iteration 90F: 3 clusters Score -9802744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 95735 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Entering Unmasked Estep 
Score: -110634584.000000 Penalty: 45238.843750
Splitting cluster 6 changes total score from -110620096.000000 to -110634584.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (17953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Entering Unmasked Estep 
Score: -1841083.500000 Penalty: 1457.572266
	Iteration 0F: 2 clusters Score -1841084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1829332.250000 Penalty: 2915.144531
	Iteration 0F: 3 clusters Score -1829332 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1834132.250000 Penalty: 2915.144531
	Iteration 1F: 3 clusters Score -1834132 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1835186.125000 Penalty: 2915.144531
	Iteration 2F: 3 clusters Score -1835186 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1836700.500000 Penalty: 2915.144531
	Iteration 3F: 3 clusters Score -1836700 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1838498.500000 Penalty: 2915.144531
	Iteration 4F: 3 clusters Score -1838498 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1840289.500000 Penalty: 2915.144531
	Iteration 5F: 3 clusters Score -1840290 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1841523.375000 Penalty: 2915.144531
	Iteration 6F: 3 clusters Score -1841523 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1842168.750000 Penalty: 2915.144531
	Iteration 7F: 3 clusters Score -1842169 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1842514.375000 Penalty: 2915.144531
	Iteration 8Q: 3 clusters Score -1842514 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1842714.000000 Penalty: 2915.144531
	Iteration 9Q: 3 clusters Score -1842714 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1842843.750000 Penalty: 2915.144531
	Iteration 10Q: 3 clusters Score -1842844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1842909.000000 Penalty: 2915.144531
	Iteration 11Q: 3 clusters Score -1842909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1842942.375000 Penalty: 2915.144531
	Iteration 12Q: 3 clusters Score -1842942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1842983.625000 Penalty: 2915.144531
	Iteration 13Q: 3 clusters Score -1842984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1843001.625000 Penalty: 2915.144531
	Iteration 14Q: 3 clusters Score -1843002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1843021.750000 Penalty: 2915.144531
	Iteration 15Q: 3 clusters Score -1843022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1843040.500000 Penalty: 2915.144531
	Iteration 16Q: 3 clusters Score -1843040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1843054.000000 Penalty: 2915.144531
	Iteration 17Q: 3 clusters Score -1843054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1843059.500000 Penalty: 2915.144531
	Iteration 18Q: 3 clusters Score -1843060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1843074.500000 Penalty: 2915.144531
	Iteration 19Q: 3 clusters Score -1843074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1843078.375000 Penalty: 2915.144531
	Iteration 20F: 3 clusters Score -1843078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1843083.250000 Penalty: 2915.144531
	Iteration 21Q: 3 clusters Score -1843083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1843090.500000 Penalty: 2915.144531
	Iteration 22Q: 3 clusters Score -1843090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1843092.750000 Penalty: 2915.144531
	Iteration 23Q: 3 clusters Score -1843093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1843098.750000 Penalty: 2915.144531
	Iteration 24Q: 3 clusters Score -1843099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1843111.000000 Penalty: 2915.144531
	Iteration 25Q: 3 clusters Score -1843111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1843118.500000 Penalty: 2915.144531
	Iteration 26Q: 3 clusters Score -1843118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1843124.500000 Penalty: 2915.144531
	Iteration 27Q: 3 clusters Score -1843124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1843134.125000 Penalty: 2915.144531
	Iteration 28Q: 3 clusters Score -1843134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1843140.625000 Penalty: 2915.144531
	Iteration 29Q: 3 clusters Score -1843141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1843151.875000 Penalty: 2915.144531
	Iteration 30Q: 3 clusters Score -1843152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1843167.125000 Penalty: 2915.144531
	Iteration 31Q: 3 clusters Score -1843167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1843175.375000 Penalty: 2915.144531
	Iteration 32Q: 3 clusters Score -1843175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1843188.750000 Penalty: 2915.144531
	Iteration 33Q: 3 clusters Score -1843189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1843206.375000 Penalty: 2915.144531
	Iteration 34Q: 3 clusters Score -1843206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1843237.375000 Penalty: 2915.144531
	Iteration 35Q: 3 clusters Score -1843237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1843289.000000 Penalty: 2915.144531
	Iteration 36Q: 3 clusters Score -1843289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1843340.375000 Penalty: 2915.144531
	Iteration 37Q: 3 clusters Score -1843340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1843400.625000 Penalty: 2915.144531
	Iteration 38Q: 3 clusters Score -1843401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1843495.625000 Penalty: 2915.144531
	Iteration 39Q: 3 clusters Score -1843496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1843576.500000 Penalty: 2915.144531
	Iteration 40F: 3 clusters Score -1843576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1843663.625000 Penalty: 2915.144531
	Iteration 41Q: 3 clusters Score -1843664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1843723.875000 Penalty: 2915.144531
	Iteration 42Q: 3 clusters Score -1843724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1843795.875000 Penalty: 2915.144531
	Iteration 43Q: 3 clusters Score -1843796 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1843862.375000 Penalty: 2915.144531
	Iteration 44Q: 3 clusters Score -1843862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1843903.625000 Penalty: 2915.144531
	Iteration 45Q: 3 clusters Score -1843904 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1843943.000000 Penalty: 2915.144531
	Iteration 46Q: 3 clusters Score -1843943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1843973.125000 Penalty: 2915.144531
	Iteration 47Q: 3 clusters Score -1843973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1844002.375000 Penalty: 2915.144531
	Iteration 48Q: 3 clusters Score -1844002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1844032.250000 Penalty: 2915.144531
	Iteration 49Q: 3 clusters Score -1844032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1844063.375000 Penalty: 2915.144531
	Iteration 50Q: 3 clusters Score -1844063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1844096.500000 Penalty: 2915.144531
	Iteration 51Q: 3 clusters Score -1844096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1844123.500000 Penalty: 2915.144531
	Iteration 52Q: 3 clusters Score -1844124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1844144.000000 Penalty: 2915.144531
	Iteration 53Q: 3 clusters Score -1844144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1844155.375000 Penalty: 2915.144531
	Iteration 54Q: 3 clusters Score -1844155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1844165.500000 Penalty: 2915.144531
	Iteration 55Q: 3 clusters Score -1844166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1844171.250000 Penalty: 2915.144531
	Iteration 56Q: 3 clusters Score -1844171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1844174.625000 Penalty: 2915.144531
	Iteration 57Q: 3 clusters Score -1844175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1844177.875000 Penalty: 2915.144531
	Iteration 58Q: 3 clusters Score -1844178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1844183.000000 Penalty: 2915.144531
	Iteration 59Q: 3 clusters Score -1844183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1844186.125000 Penalty: 2915.144531
	Iteration 60F: 3 clusters Score -1844186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1844181.625000 Penalty: 2915.144531
	Iteration 61Q: 3 clusters Score -1844182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1844186.000000 Penalty: 2915.144531
	Iteration 62Q: 3 clusters Score -1844186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1844182.750000 Penalty: 2915.144531
	Iteration 63Q: 3 clusters Score -1844183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1844181.625000 Penalty: 2915.144531
	Iteration 64Q: 3 clusters Score -1844182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1844184.125000 Penalty: 2915.144531
	Iteration 65Q: 3 clusters Score -1844184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1844187.875000 Penalty: 2915.144531
	Iteration 66Q: 3 clusters Score -1844188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1844190.875000 Penalty: 2915.144531
	Iteration 67Q: 3 clusters Score -1844191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1844185.750000 Penalty: 2915.144531
	Iteration 68Q: 3 clusters Score -1844186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1844188.875000 Penalty: 2915.144531
	Iteration 69Q: 3 clusters Score -1844189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1844186.125000 Penalty: 2915.144531
	Iteration 70Q: 3 clusters Score -1844186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1844188.250000 Penalty: 2915.144531
	Iteration 71Q: 3 clusters Score -1844188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1844187.250000 Penalty: 2915.144531
	Iteration 72Q: 3 clusters Score -1844187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1844187.000000 Penalty: 2915.144531
	Iteration 73Q: 3 clusters Score -1844187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1844187.125000 Penalty: 2915.144531
	Iteration 74Q: 3 clusters Score -1844187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1844187.125000 Penalty: 2915.144531
	Iteration 75F: 3 clusters Score -1844187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 95735 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Entering Unmasked Estep 
Score: -110636912.000000 Penalty: 47295.156250
Splitting cluster 8 changes total score from -110620096.000000 to -110636912.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -187014.593750 Penalty: 1174.563477
	Iteration 0F: 2 clusters Score -187014.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -185143.093750 Penalty: 2349.126953
	Iteration 0F: 3 clusters Score -185143.1 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -190104.937500 Penalty: 2349.126953
	Iteration 1F: 3 clusters Score -190104.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -196212.078125 Penalty: 2349.126953
	Iteration 2F: 3 clusters Score -196212.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -199688.562500 Penalty: 2349.126953
	Iteration 3F: 3 clusters Score -199688.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -200825.531250 Penalty: 2349.126953
	Iteration 4Q: 3 clusters Score -200825.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -202463.750000 Penalty: 2349.126953
	Iteration 5Q: 3 clusters Score -202463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -202595.718750 Penalty: 2349.126953
	Iteration 6Q: 3 clusters Score -202595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -202659.593750 Penalty: 2349.126953
	Iteration 7Q: 3 clusters Score -202659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -202679.093750 Penalty: 2349.126953
	Iteration 8Q: 3 clusters Score -202679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -202689.671875 Penalty: 2349.126953
	Iteration 9Q: 3 clusters Score -202689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -202693.562500 Penalty: 2349.126953
	Iteration 10Q: 3 clusters Score -202693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -202696.781250 Penalty: 2349.126953
	Iteration 11Q: 3 clusters Score -202696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -202696.781250 Penalty: 2349.126953
	Iteration 12F: 3 clusters Score -202696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 95735 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Entering Unmasked Estep 
Score: -110651216.000000 Penalty: 49351.468750
Splitting cluster 9 changes total score from -110620096.000000 to -110651216.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (95735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Entering Unmasked Estep 
Score: -10558958.000000 Penalty: 1706.637695
	Iteration 0F: 2 clusters Score -1.055896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -10498814.000000 Penalty: 3413.275391
	Iteration 0F: 3 clusters Score -1.049881e+07 nChanged 45203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -10525156.000000 Penalty: 3413.275391
	Iteration 1F: 3 clusters Score -1.052516e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -10527356.000000 Penalty: 3413.275391
	Iteration 2Q: 3 clusters Score -1.052736e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -10531772.000000 Penalty: 3413.275391
	Iteration 3F: 3 clusters Score -1.053177e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -10539252.000000 Penalty: 3413.275391
	Iteration 4F: 3 clusters Score -1.053925e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -10547768.000000 Penalty: 3413.275391
	Iteration 5F: 3 clusters Score -1.054777e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -10554376.000000 Penalty: 3413.275391
	Iteration 6F: 3 clusters Score -1.055438e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -10558435.000000 Penalty: 3413.275391
	Iteration 7F: 3 clusters Score -1.055844e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -10561048.000000 Penalty: 3413.275391
	Iteration 8Q: 3 clusters Score -1.056105e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -10562717.000000 Penalty: 3413.275391
	Iteration 9Q: 3 clusters Score -1.056272e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -10564071.000000 Penalty: 3413.275391
	Iteration 10Q: 3 clusters Score -1.056407e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -10565219.000000 Penalty: 3413.275391
	Iteration 11Q: 3 clusters Score -1.056522e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -10566264.000000 Penalty: 3413.275391
	Iteration 12Q: 3 clusters Score -1.056626e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -10567121.000000 Penalty: 3413.275391
	Iteration 13Q: 3 clusters Score -1.056712e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -10567671.000000 Penalty: 3413.275391
	Iteration 14Q: 3 clusters Score -1.056767e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -10567998.000000 Penalty: 3413.275391
	Iteration 15Q: 3 clusters Score -1.0568e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -10568147.000000 Penalty: 3413.275391
	Iteration 16Q: 3 clusters Score -1.056815e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -10568292.000000 Penalty: 3413.275391
	Iteration 17Q: 3 clusters Score -1.056829e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -10568360.000000 Penalty: 3413.275391
	Iteration 18Q: 3 clusters Score -1.056836e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -10568372.000000 Penalty: 3413.275391
	Iteration 19Q: 3 clusters Score -1.056837e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -10568372.000000 Penalty: 3413.275391
	Iteration 20F: 3 clusters Score -1.056837e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -10568371.000000 Penalty: 3413.275391
	Iteration 21Q: 3 clusters Score -1.056837e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -10568387.000000 Penalty: 3413.275391
	Iteration 22Q: 3 clusters Score -1.056839e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -10568372.000000 Penalty: 3413.275391
	Iteration 23Q: 3 clusters Score -1.056837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -10568352.000000 Penalty: 3413.275391
	Iteration 24Q: 3 clusters Score -1.056835e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -10568363.000000 Penalty: 3413.275391
	Iteration 25Q: 3 clusters Score -1.056836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -10568347.000000 Penalty: 3413.275391
	Iteration 26Q: 3 clusters Score -1.056835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -10568352.000000 Penalty: 3413.275391
	Iteration 27Q: 3 clusters Score -1.056835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -10568359.000000 Penalty: 3413.275391
	Iteration 28Q: 3 clusters Score -1.056836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -10568370.000000 Penalty: 3413.275391
	Iteration 29Q: 3 clusters Score -1.056837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -10568348.000000 Penalty: 3413.275391
	Iteration 30Q: 3 clusters Score -1.056835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -10568333.000000 Penalty: 3413.275391
	Iteration 31Q: 3 clusters Score -1.056833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -10568336.000000 Penalty: 3413.275391
	Iteration 32Q: 3 clusters Score -1.056834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -10568329.000000 Penalty: 3413.275391
	Iteration 33Q: 3 clusters Score -1.056833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -10568322.000000 Penalty: 3413.275391
	Iteration 34Q: 3 clusters Score -1.056832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -10568328.000000 Penalty: 3413.275391
	Iteration 35Q: 3 clusters Score -1.056833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -10568322.000000 Penalty: 3413.275391
	Iteration 36Q: 3 clusters Score -1.056832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -10568312.000000 Penalty: 3413.275391
	Iteration 37Q: 3 clusters Score -1.056831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -10568315.000000 Penalty: 3413.275391
	Iteration 38Q: 3 clusters Score -1.056832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -10568313.000000 Penalty: 3413.275391
	Iteration 39Q: 3 clusters Score -1.056831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -10568316.000000 Penalty: 3413.275391
	Iteration 40F: 3 clusters Score -1.056832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -10568316.000000 Penalty: 3413.275391
	Iteration 41Q: 3 clusters Score -1.056832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -10568315.000000 Penalty: 3413.275391
	Iteration 42Q: 3 clusters Score -1.056832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -10568312.000000 Penalty: 3413.275391
	Iteration 43Q: 3 clusters Score -1.056831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -10568318.000000 Penalty: 3413.275391
	Iteration 44Q: 3 clusters Score -1.056832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -10568302.000000 Penalty: 3413.275391
	Iteration 45Q: 3 clusters Score -1.05683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -10568300.000000 Penalty: 3413.275391
	Iteration 46Q: 3 clusters Score -1.05683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -10568314.000000 Penalty: 3413.275391
	Iteration 47Q: 3 clusters Score -1.056831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -10568318.000000 Penalty: 3413.275391
	Iteration 48Q: 3 clusters Score -1.056832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -10568322.000000 Penalty: 3413.275391
	Iteration 49Q: 3 clusters Score -1.056832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -10568314.000000 Penalty: 3413.275391
	Iteration 50Q: 3 clusters Score -1.056831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -10568315.000000 Penalty: 3413.275391
	Iteration 51Q: 3 clusters Score -1.056832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -10568308.000000 Penalty: 3413.275391
	Iteration 52Q: 3 clusters Score -1.056831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -10568309.000000 Penalty: 3413.275391
	Iteration 53Q: 3 clusters Score -1.056831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -10568310.000000 Penalty: 3413.275391
	Iteration 54Q: 3 clusters Score -1.056831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -10568306.000000 Penalty: 3413.275391
	Iteration 55Q: 3 clusters Score -1.056831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -10568305.000000 Penalty: 3413.275391
	Iteration 56Q: 3 clusters Score -1.05683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -10568307.000000 Penalty: 3413.275391
	Iteration 57Q: 3 clusters Score -1.056831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -10568307.000000 Penalty: 3413.275391
	Iteration 58F: 3 clusters Score -1.056831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 147866 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Entering Unmasked Estep 
Score: -110660168.000000 Penalty: 51407.781250
Splitting cluster 10 changes total score from -110620096.000000 to -110660168.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (147866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Entering Unmasked Estep 
Score: -16998888.000000 Penalty: 1771.324341
	Iteration 0F: 2 clusters Score -1.699889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -16917616.000000 Penalty: 3542.648682
	Iteration 0F: 3 clusters Score -1.691762e+07 nChanged 70720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -16961854.000000 Penalty: 3542.648682
	Iteration 1F: 3 clusters Score -1.696185e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -16966318.000000 Penalty: 3542.648682
	Iteration 2F: 3 clusters Score -1.696632e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -16972700.000000 Penalty: 3542.648682
	Iteration 3F: 3 clusters Score -1.69727e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -16981006.000000 Penalty: 3542.648682
	Iteration 4F: 3 clusters Score -1.698101e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -16989566.000000 Penalty: 3542.648682
	Iteration 5F: 3 clusters Score -1.698957e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -16995818.000000 Penalty: 3542.648682
	Iteration 6F: 3 clusters Score -1.699582e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -16999266.000000 Penalty: 3542.648682
	Iteration 7Q: 3 clusters Score -1.699927e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -17001106.000000 Penalty: 3542.648682
	Iteration 8Q: 3 clusters Score -1.700111e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -17002422.000000 Penalty: 3542.648682
	Iteration 9Q: 3 clusters Score -1.700242e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -17003558.000000 Penalty: 3542.648682
	Iteration 10Q: 3 clusters Score -1.700356e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -17005338.000000 Penalty: 3542.648682
	Iteration 11Q: 3 clusters Score -1.700534e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -17008262.000000 Penalty: 3542.648682
	Iteration 12Q: 3 clusters Score -1.700826e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -17012290.000000 Penalty: 3542.648682
	Iteration 13Q: 3 clusters Score -1.701229e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -17016580.000000 Penalty: 3542.648682
	Iteration 14Q: 3 clusters Score -1.701658e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -17019946.000000 Penalty: 3542.648682
	Iteration 15Q: 3 clusters Score -1.701995e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -17022372.000000 Penalty: 3542.648682
	Iteration 16Q: 3 clusters Score -1.702237e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -17023858.000000 Penalty: 3542.648682
	Iteration 17Q: 3 clusters Score -1.702386e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -17024696.000000 Penalty: 3542.648682
	Iteration 18Q: 3 clusters Score -1.70247e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -17025208.000000 Penalty: 3542.648682
	Iteration 19Q: 3 clusters Score -1.702521e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -17025560.000000 Penalty: 3542.648682
	Iteration 20F: 3 clusters Score -1.702556e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -17025934.000000 Penalty: 3542.648682
	Iteration 21Q: 3 clusters Score -1.702593e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -17026220.000000 Penalty: 3542.648682
	Iteration 22Q: 3 clusters Score -1.702622e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -17026622.000000 Penalty: 3542.648682
	Iteration 23Q: 3 clusters Score -1.702662e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -17027088.000000 Penalty: 3542.648682
	Iteration 24Q: 3 clusters Score -1.702709e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -17027356.000000 Penalty: 3542.648682
	Iteration 25Q: 3 clusters Score -1.702736e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -17027816.000000 Penalty: 3542.648682
	Iteration 26Q: 3 clusters Score -1.702782e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -17028244.000000 Penalty: 3542.648682
	Iteration 27Q: 3 clusters Score -1.702824e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -17028816.000000 Penalty: 3542.648682
	Iteration 28Q: 3 clusters Score -1.702882e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -17029624.000000 Penalty: 3542.648682
	Iteration 29Q: 3 clusters Score -1.702962e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -17030714.000000 Penalty: 3542.648682
	Iteration 30Q: 3 clusters Score -1.703071e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -17031860.000000 Penalty: 3542.648682
	Iteration 31Q: 3 clusters Score -1.703186e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -17033116.000000 Penalty: 3542.648682
	Iteration 32Q: 3 clusters Score -1.703312e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -17034366.000000 Penalty: 3542.648682
	Iteration 33Q: 3 clusters Score -1.703437e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -17035410.000000 Penalty: 3542.648682
	Iteration 34Q: 3 clusters Score -1.703541e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -17036108.000000 Penalty: 3542.648682
	Iteration 35Q: 3 clusters Score -1.703611e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -17036734.000000 Penalty: 3542.648682
	Iteration 36Q: 3 clusters Score -1.703673e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -17037104.000000 Penalty: 3542.648682
	Iteration 37Q: 3 clusters Score -1.70371e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -17037386.000000 Penalty: 3542.648682
	Iteration 38Q: 3 clusters Score -1.703739e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -17037512.000000 Penalty: 3542.648682
	Iteration 39Q: 3 clusters Score -1.703751e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -17037860.000000 Penalty: 3542.648682
	Iteration 40F: 3 clusters Score -1.703786e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -17038096.000000 Penalty: 3542.648682
	Iteration 41Q: 3 clusters Score -1.70381e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -17038160.000000 Penalty: 3542.648682
	Iteration 42Q: 3 clusters Score -1.703816e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -17038286.000000 Penalty: 3542.648682
	Iteration 43Q: 3 clusters Score -1.703829e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -17038296.000000 Penalty: 3542.648682
	Iteration 44Q: 3 clusters Score -1.70383e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -17038340.000000 Penalty: 3542.648682
	Iteration 45Q: 3 clusters Score -1.703834e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -17038346.000000 Penalty: 3542.648682
	Iteration 46Q: 3 clusters Score -1.703835e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -17038288.000000 Penalty: 3542.648682
	Iteration 47Q: 3 clusters Score -1.703829e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -17038222.000000 Penalty: 3542.648682
	Iteration 48Q: 3 clusters Score -1.703822e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -17038210.000000 Penalty: 3542.648682
	Iteration 49Q: 3 clusters Score -1.703821e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -17038200.000000 Penalty: 3542.648682
	Iteration 50Q: 3 clusters Score -1.70382e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -17038144.000000 Penalty: 3542.648682
	Iteration 51Q: 3 clusters Score -1.703814e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -17038114.000000 Penalty: 3542.648682
	Iteration 52Q: 3 clusters Score -1.703811e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -17038088.000000 Penalty: 3542.648682
	Iteration 53Q: 3 clusters Score -1.703809e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -17038046.000000 Penalty: 3542.648682
	Iteration 54Q: 3 clusters Score -1.703805e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -17038034.000000 Penalty: 3542.648682
	Iteration 55Q: 3 clusters Score -1.703803e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -17037970.000000 Penalty: 3542.648682
	Iteration 56Q: 3 clusters Score -1.703797e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -17037982.000000 Penalty: 3542.648682
	Iteration 57Q: 3 clusters Score -1.703798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -17037970.000000 Penalty: 3542.648682
	Iteration 58Q: 3 clusters Score -1.703797e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -17037990.000000 Penalty: 3542.648682
	Iteration 59Q: 3 clusters Score -1.703799e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -17037976.000000 Penalty: 3542.648682
	Iteration 60F: 3 clusters Score -1.703798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98652 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -17037958.000000 Penalty: 3542.648682
	Iteration 61Q: 3 clusters Score -1.703796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -17037962.000000 Penalty: 3542.648682
	Iteration 62Q: 3 clusters Score -1.703796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -17037950.000000 Penalty: 3542.648682
	Iteration 63Q: 3 clusters Score -1.703795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -17037940.000000 Penalty: 3542.648682
	Iteration 64Q: 3 clusters Score -1.703794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -17037920.000000 Penalty: 3542.648682
	Iteration 65Q: 3 clusters Score -1.703792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -17037926.000000 Penalty: 3542.648682
	Iteration 66Q: 3 clusters Score -1.703793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -17037916.000000 Penalty: 3542.648682
	Iteration 67Q: 3 clusters Score -1.703792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -17037926.000000 Penalty: 3542.648682
	Iteration 68Q: 3 clusters Score -1.703793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -17037922.000000 Penalty: 3542.648682
	Iteration 69Q: 3 clusters Score -1.703792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -17037924.000000 Penalty: 3542.648682
	Iteration 70Q: 3 clusters Score -1.703792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -17037918.000000 Penalty: 3542.648682
	Iteration 71Q: 3 clusters Score -1.703792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -17037918.000000 Penalty: 3542.648682
	Iteration 72F: 3 clusters Score -1.703792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Entering Unmasked Estep 
Score: -110700864.000000 Penalty: 53464.089844
Splitting cluster 11 changes total score from -110620096.000000 to -110700864.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (20169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Entering Unmasked Estep 
Score: -2176240.500000 Penalty: 1474.891113
	Iteration 0F: 2 clusters Score -2176240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2163040.250000 Penalty: 2949.782227
	Iteration 0F: 3 clusters Score -2163040 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2167936.250000 Penalty: 2949.782227
	Iteration 1F: 3 clusters Score -2167936 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2168864.750000 Penalty: 2949.782227
	Iteration 2F: 3 clusters Score -2168865 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2170856.500000 Penalty: 2949.782227
	Iteration 3F: 3 clusters Score -2170856 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2175444.750000 Penalty: 2949.782227
	Iteration 4F: 3 clusters Score -2175445 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2182693.500000 Penalty: 2949.782227
	Iteration 5F: 3 clusters Score -2182694 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2191795.250000 Penalty: 2949.782227
	Iteration 6F: 3 clusters Score -2191795 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2195613.250000 Penalty: 2949.782227
	Iteration 7F: 3 clusters Score -2195613 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2196650.250000 Penalty: 2949.782227
	Iteration 8Q: 3 clusters Score -2196650 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2197080.750000 Penalty: 2949.782227
	Iteration 9Q: 3 clusters Score -2197081 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2197241.000000 Penalty: 2949.782227
	Iteration 10Q: 3 clusters Score -2197241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2197277.750000 Penalty: 2949.782227
	Iteration 11Q: 3 clusters Score -2197278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2197290.500000 Penalty: 2949.782227
	Iteration 12Q: 3 clusters Score -2197290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2197289.250000 Penalty: 2949.782227
	Iteration 13Q: 3 clusters Score -2197289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2197294.500000 Penalty: 2949.782227
	Iteration 14Q: 3 clusters Score -2197294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2197297.750000 Penalty: 2949.782227
	Iteration 15Q: 3 clusters Score -2197298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2197301.500000 Penalty: 2949.782227
	Iteration 16Q: 3 clusters Score -2197302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2197298.750000 Penalty: 2949.782227
	Iteration 17Q: 3 clusters Score -2197299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2197298.000000 Penalty: 2949.782227
	Iteration 18Q: 3 clusters Score -2197298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2197298.000000 Penalty: 2949.782227
	Iteration 19F: 3 clusters Score -2197298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 87004 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Entering Unmasked Estep 
Score: -110722408.000000 Penalty: 55520.402344
Splitting cluster 12 changes total score from -110620096.000000 to -110722408.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (87004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Entering Unmasked Estep 
Score: -10127143.000000 Penalty: 1692.408081
	Iteration 0F: 2 clusters Score -1.012714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -10071373.000000 Penalty: 3384.816162
	Iteration 0F: 3 clusters Score -1.007137e+07 nChanged 41137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -10095721.000000 Penalty: 3384.816162
	Iteration 1F: 3 clusters Score -1.009572e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -10097191.000000 Penalty: 3384.816162
	Iteration 2Q: 3 clusters Score -1.009719e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -10099662.000000 Penalty: 3384.816162
	Iteration 3F: 3 clusters Score -1.009966e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -10103454.000000 Penalty: 3384.816162
	Iteration 4F: 3 clusters Score -1.010345e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -10108580.000000 Penalty: 3384.816162
	Iteration 5F: 3 clusters Score -1.010858e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -10114252.000000 Penalty: 3384.816162
	Iteration 6F: 3 clusters Score -1.011425e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -10120852.000000 Penalty: 3384.816162
	Iteration 7F: 3 clusters Score -1.012085e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -10130461.000000 Penalty: 3384.816162
	Iteration 8F: 3 clusters Score -1.013046e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -10138814.000000 Penalty: 3384.816162
	Iteration 9F: 3 clusters Score -1.013881e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -10140029.000000 Penalty: 3384.816162
	Iteration 10Q: 3 clusters Score -1.014003e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -10140068.000000 Penalty: 3384.816162
	Iteration 11Q: 3 clusters Score -1.014007e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -10140081.000000 Penalty: 3384.816162
	Iteration 12Q: 3 clusters Score -1.014008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -10140084.000000 Penalty: 3384.816162
	Iteration 13Q: 3 clusters Score -1.014008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -10140085.000000 Penalty: 3384.816162
	Iteration 14Q: 3 clusters Score -1.014008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -10140080.000000 Penalty: 3384.816162
	Iteration 15Q: 3 clusters Score -1.014008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -10140080.000000 Penalty: 3384.816162
	Iteration 16F: 3 clusters Score -1.014008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Entering Unmasked Estep 
Score: -110734776.000000 Penalty: 57576.714844
Splitting cluster 13 changes total score from -110620096.000000 to -110734776.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (77454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Entering Unmasked Estep 
Score: -9025011.000000 Penalty: 1675.107056
	Iteration 0F: 2 clusters Score -9025011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8974429.000000 Penalty: 3350.214111
	Iteration 0F: 3 clusters Score -8974429 nChanged 36267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -8996281.000000 Penalty: 3350.214111
	Iteration 1F: 3 clusters Score -8996281 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -8999428.000000 Penalty: 3350.214111
	Iteration 2F: 3 clusters Score -8999428 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -9003875.000000 Penalty: 3350.214111
	Iteration 3F: 3 clusters Score -9003875 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -9008418.000000 Penalty: 3350.214111
	Iteration 4F: 3 clusters Score -9008418 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -9013077.000000 Penalty: 3350.214111
	Iteration 5F: 3 clusters Score -9013077 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -9017606.000000 Penalty: 3350.214111
	Iteration 6F: 3 clusters Score -9017606 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -9021591.000000 Penalty: 3350.214111
	Iteration 7F: 3 clusters Score -9021591 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -9024703.000000 Penalty: 3350.214111
	Iteration 8Q: 3 clusters Score -9024703 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -9027168.000000 Penalty: 3350.214111
	Iteration 9Q: 3 clusters Score -9027168 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -9029484.000000 Penalty: 3350.214111
	Iteration 10Q: 3 clusters Score -9029484 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -9032836.000000 Penalty: 3350.214111
	Iteration 11Q: 3 clusters Score -9032836 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -9035365.000000 Penalty: 3350.214111
	Iteration 12Q: 3 clusters Score -9035365 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -9035463.000000 Penalty: 3350.214111
	Iteration 13Q: 3 clusters Score -9035463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -9035485.000000 Penalty: 3350.214111
	Iteration 14Q: 3 clusters Score -9035485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -9035505.000000 Penalty: 3350.214111
	Iteration 15Q: 3 clusters Score -9035505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -9035497.000000 Penalty: 3350.214111
	Iteration 16Q: 3 clusters Score -9035497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -9035503.000000 Penalty: 3350.214111
	Iteration 17Q: 3 clusters Score -9035503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -9035499.000000 Penalty: 3350.214111
	Iteration 18Q: 3 clusters Score -9035499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9035499.000000 Penalty: 3350.214111
	Iteration 19Q: 3 clusters Score -9035499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9035499.000000 Penalty: 3350.214111
	Iteration 20F: 3 clusters Score -9035499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Entering Unmasked Estep 
Score: -110745296.000000 Penalty: 59633.023438
Splitting cluster 14 changes total score from -110620096.000000 to -110745296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (71225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Entering Unmasked Estep 
Score: -7907246.500000 Penalty: 1662.631592
	Iteration 0F: 2 clusters Score -7907246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -7860997.000000 Penalty: 3325.263184
	Iteration 0F: 3 clusters Score -7860997 nChanged 33277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7879714.000000 Penalty: 3325.263184
	Iteration 1F: 3 clusters Score -7879714 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -7880612.000000 Penalty: 3325.263184
	Iteration 2Q: 3 clusters Score -7880612 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7881610.500000 Penalty: 3325.263184
	Iteration 3Q: 3 clusters Score -7881610 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -7883051.000000 Penalty: 3325.263184
	Iteration 4Q: 3 clusters Score -7883051 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -7885274.000000 Penalty: 3325.263184
	Iteration 5F: 3 clusters Score -7885274 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -7888706.000000 Penalty: 3325.263184
	Iteration 6F: 3 clusters Score -7888706 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7893085.500000 Penalty: 3325.263184
	Iteration 7F: 3 clusters Score -7893086 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -7897490.000000 Penalty: 3325.263184
	Iteration 8F: 3 clusters Score -7897490 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -7900880.000000 Penalty: 3325.263184
	Iteration 9F: 3 clusters Score -7900880 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -7902954.500000 Penalty: 3325.263184
	Iteration 10Q: 3 clusters Score -7902954 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -7904191.000000 Penalty: 3325.263184
	Iteration 11Q: 3 clusters Score -7904191 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7904868.000000 Penalty: 3325.263184
	Iteration 12Q: 3 clusters Score -7904868 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -7905301.000000 Penalty: 3325.263184
	Iteration 13Q: 3 clusters Score -7905301 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -7905611.500000 Penalty: 3325.263184
	Iteration 14Q: 3 clusters Score -7905612 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -7905854.500000 Penalty: 3325.263184
	Iteration 15Q: 3 clusters Score -7905854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -7906024.000000 Penalty: 3325.263184
	Iteration 16Q: 3 clusters Score -7906024 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -7906143.000000 Penalty: 3325.263184
	Iteration 17Q: 3 clusters Score -7906143 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -7906243.000000 Penalty: 3325.263184
	Iteration 18Q: 3 clusters Score -7906243 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -7906367.000000 Penalty: 3325.263184
	Iteration 19Q: 3 clusters Score -7906367 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -7906500.000000 Penalty: 3325.263184
	Iteration 20F: 3 clusters Score -7906500 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -7906621.000000 Penalty: 3325.263184
	Iteration 21Q: 3 clusters Score -7906621 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -7906773.500000 Penalty: 3325.263184
	Iteration 22Q: 3 clusters Score -7906774 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -7906930.500000 Penalty: 3325.263184
	Iteration 23Q: 3 clusters Score -7906930 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -7907066.000000 Penalty: 3325.263184
	Iteration 24Q: 3 clusters Score -7907066 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -7907194.500000 Penalty: 3325.263184
	Iteration 25Q: 3 clusters Score -7907194 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -7907282.000000 Penalty: 3325.263184
	Iteration 26Q: 3 clusters Score -7907282 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -7907330.000000 Penalty: 3325.263184
	Iteration 27Q: 3 clusters Score -7907330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -7907373.500000 Penalty: 3325.263184
	Iteration 28Q: 3 clusters Score -7907374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -7907403.500000 Penalty: 3325.263184
	Iteration 29Q: 3 clusters Score -7907404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -7907437.500000 Penalty: 3325.263184
	Iteration 30Q: 3 clusters Score -7907438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -7907458.500000 Penalty: 3325.263184
	Iteration 31Q: 3 clusters Score -7907458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -7907483.000000 Penalty: 3325.263184
	Iteration 32Q: 3 clusters Score -7907483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -7907494.500000 Penalty: 3325.263184
	Iteration 33Q: 3 clusters Score -7907494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -7907496.000000 Penalty: 3325.263184
	Iteration 34Q: 3 clusters Score -7907496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -7907491.000000 Penalty: 3325.263184
	Iteration 35Q: 3 clusters Score -7907491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -7907496.500000 Penalty: 3325.263184
	Iteration 36Q: 3 clusters Score -7907496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -7907505.500000 Penalty: 3325.263184
	Iteration 37Q: 3 clusters Score -7907506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -7907504.000000 Penalty: 3325.263184
	Iteration 38Q: 3 clusters Score -7907504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -7907501.000000 Penalty: 3325.263184
	Iteration 39Q: 3 clusters Score -7907501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -7907521.000000 Penalty: 3325.263184
	Iteration 40F: 3 clusters Score -7907521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -7907519.500000 Penalty: 3325.263184
	Iteration 41Q: 3 clusters Score -7907520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -7907518.500000 Penalty: 3325.263184
	Iteration 42Q: 3 clusters Score -7907518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -7907531.000000 Penalty: 3325.263184
	Iteration 43Q: 3 clusters Score -7907531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -7907518.000000 Penalty: 3325.263184
	Iteration 44Q: 3 clusters Score -7907518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -7907516.500000 Penalty: 3325.263184
	Iteration 45Q: 3 clusters Score -7907516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -7907515.500000 Penalty: 3325.263184
	Iteration 46Q: 3 clusters Score -7907516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -7907513.000000 Penalty: 3325.263184
	Iteration 47Q: 3 clusters Score -7907513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -7907518.000000 Penalty: 3325.263184
	Iteration 48Q: 3 clusters Score -7907518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -7907518.500000 Penalty: 3325.263184
	Iteration 49Q: 3 clusters Score -7907518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -7907525.500000 Penalty: 3325.263184
	Iteration 50Q: 3 clusters Score -7907526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -7907521.500000 Penalty: 3325.263184
	Iteration 51Q: 3 clusters Score -7907522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -7907519.000000 Penalty: 3325.263184
	Iteration 52Q: 3 clusters Score -7907519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -7907520.500000 Penalty: 3325.263184
	Iteration 53Q: 3 clusters Score -7907520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -7907519.500000 Penalty: 3325.263184
	Iteration 54Q: 3 clusters Score -7907520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -7907522.000000 Penalty: 3325.263184
	Iteration 55Q: 3 clusters Score -7907522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -7907522.000000 Penalty: 3325.263184
	Iteration 56F: 3 clusters Score -7907522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 68433 members 
Entering Unmasked Estep 
Score: -110745328.000000 Penalty: 61689.332031
Splitting cluster 15 changes total score from -110620096.000000 to -110745328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (29542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Entering Unmasked Estep 
Score: -3236556.500000 Penalty: 1531.682983
	Iteration 0F: 2 clusters Score -3236556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3217307.000000 Penalty: 3063.365967
	Iteration 0F: 3 clusters Score -3217307 nChanged 13392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3224949.750000 Penalty: 3063.365967
	Iteration 1F: 3 clusters Score -3224950 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3226046.250000 Penalty: 3063.365967
	Iteration 2F: 3 clusters Score -3226046 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3227375.750000 Penalty: 3063.365967
	Iteration 3F: 3 clusters Score -3227376 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3228779.250000 Penalty: 3063.365967
	Iteration 4F: 3 clusters Score -3228779 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3230122.250000 Penalty: 3063.365967
	Iteration 5F: 3 clusters Score -3230122 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3231622.750000 Penalty: 3063.365967
	Iteration 6F: 3 clusters Score -3231623 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3233488.750000 Penalty: 3063.365967
	Iteration 7F: 3 clusters Score -3233489 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3235806.250000 Penalty: 3063.365967
	Iteration 8F: 3 clusters Score -3235806 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3237692.250000 Penalty: 3063.365967
	Iteration 9F: 3 clusters Score -3237692 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3238882.000000 Penalty: 3063.365967
	Iteration 10Q: 3 clusters Score -3238882 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3239547.000000 Penalty: 3063.365967
	Iteration 11Q: 3 clusters Score -3239547 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3239848.500000 Penalty: 3063.365967
	Iteration 12Q: 3 clusters Score -3239848 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3240031.750000 Penalty: 3063.365967
	Iteration 13Q: 3 clusters Score -3240032 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3240141.000000 Penalty: 3063.365967
	Iteration 14Q: 3 clusters Score -3240141 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3240208.750000 Penalty: 3063.365967
	Iteration 15Q: 3 clusters Score -3240209 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3240268.250000 Penalty: 3063.365967
	Iteration 16Q: 3 clusters Score -3240268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3240313.250000 Penalty: 3063.365967
	Iteration 17Q: 3 clusters Score -3240313 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3240350.250000 Penalty: 3063.365967
	Iteration 18Q: 3 clusters Score -3240350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -3240393.750000 Penalty: 3063.365967
	Iteration 19Q: 3 clusters Score -3240394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3240424.500000 Penalty: 3063.365967
	Iteration 20F: 3 clusters Score -3240424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3240448.500000 Penalty: 3063.365967
	Iteration 21Q: 3 clusters Score -3240448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3240453.500000 Penalty: 3063.365967
	Iteration 22Q: 3 clusters Score -3240454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3240474.000000 Penalty: 3063.365967
	Iteration 23Q: 3 clusters Score -3240474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3240481.000000 Penalty: 3063.365967
	Iteration 24Q: 3 clusters Score -3240481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3240490.000000 Penalty: 3063.365967
	Iteration 25Q: 3 clusters Score -3240490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3240503.000000 Penalty: 3063.365967
	Iteration 26Q: 3 clusters Score -3240503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3240503.500000 Penalty: 3063.365967
	Iteration 27Q: 3 clusters Score -3240504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3240499.500000 Penalty: 3063.365967
	Iteration 28Q: 3 clusters Score -3240500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3240509.000000 Penalty: 3063.365967
	Iteration 29Q: 3 clusters Score -3240509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3240506.000000 Penalty: 3063.365967
	Iteration 30Q: 3 clusters Score -3240506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3240501.750000 Penalty: 3063.365967
	Iteration 31Q: 3 clusters Score -3240502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3240502.500000 Penalty: 3063.365967
	Iteration 32Q: 3 clusters Score -3240502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3240512.500000 Penalty: 3063.365967
	Iteration 33Q: 3 clusters Score -3240512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3240509.500000 Penalty: 3063.365967
	Iteration 34Q: 3 clusters Score -3240510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3240523.250000 Penalty: 3063.365967
	Iteration 35Q: 3 clusters Score -3240523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3240519.500000 Penalty: 3063.365967
	Iteration 36Q: 3 clusters Score -3240520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3240522.250000 Penalty: 3063.365967
	Iteration 37Q: 3 clusters Score -3240522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3240514.750000 Penalty: 3063.365967
	Iteration 38Q: 3 clusters Score -3240515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3240515.500000 Penalty: 3063.365967
	Iteration 39Q: 3 clusters Score -3240516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3240515.500000 Penalty: 3063.365967
	Iteration 40F: 3 clusters Score -3240516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 68433 members 
Mstep: Class 31 contains 12648 members 
Entering Unmasked Estep 
Score: -110748832.000000 Penalty: 63745.648438
Splitting cluster 16 changes total score from -110620096.000000 to -110748832.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -484152.750000 Penalty: 1270.334229
	Iteration 0F: 2 clusters Score -484152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -480483.468750 Penalty: 2540.668457
	Iteration 0F: 3 clusters Score -480483.5 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -481943.093750 Penalty: 2540.668457
	Iteration 1F: 3 clusters Score -481943.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -482522.812500 Penalty: 2540.668457
	Iteration 2F: 3 clusters Score -482522.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -482969.593750 Penalty: 2540.668457
	Iteration 3F: 3 clusters Score -482969.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -483405.281250 Penalty: 2540.668457
	Iteration 4F: 3 clusters Score -483405.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -483801.750000 Penalty: 2540.668457
	Iteration 5F: 3 clusters Score -483801.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -484079.750000 Penalty: 2540.668457
	Iteration 6F: 3 clusters Score -484079.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -484269.625000 Penalty: 2540.668457
	Iteration 7Q: 3 clusters Score -484269.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -484381.125000 Penalty: 2540.668457
	Iteration 8Q: 3 clusters Score -484381.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -484461.781250 Penalty: 2540.668457
	Iteration 9Q: 3 clusters Score -484461.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -484534.125000 Penalty: 2540.668457
	Iteration 10Q: 3 clusters Score -484534.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -484594.500000 Penalty: 2540.668457
	Iteration 11Q: 3 clusters Score -484594.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -484648.406250 Penalty: 2540.668457
	Iteration 12Q: 3 clusters Score -484648.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -484702.031250 Penalty: 2540.668457
	Iteration 13Q: 3 clusters Score -484702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -484740.468750 Penalty: 2540.668457
	Iteration 14Q: 3 clusters Score -484740.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -484760.781250 Penalty: 2540.668457
	Iteration 15Q: 3 clusters Score -484760.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -484776.125000 Penalty: 2540.668457
	Iteration 16Q: 3 clusters Score -484776.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -484786.687500 Penalty: 2540.668457
	Iteration 17Q: 3 clusters Score -484786.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -484797.906250 Penalty: 2540.668457
	Iteration 18Q: 3 clusters Score -484797.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -484809.250000 Penalty: 2540.668457
	Iteration 19Q: 3 clusters Score -484809.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -484817.250000 Penalty: 2540.668457
	Iteration 20F: 3 clusters Score -484817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -484818.843750 Penalty: 2540.668457
	Iteration 21Q: 3 clusters Score -484818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -484823.218750 Penalty: 2540.668457
	Iteration 22Q: 3 clusters Score -484823.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -484828.437500 Penalty: 2540.668457
	Iteration 23Q: 3 clusters Score -484828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -484834.875000 Penalty: 2540.668457
	Iteration 24Q: 3 clusters Score -484834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -484842.125000 Penalty: 2540.668457
	Iteration 25Q: 3 clusters Score -484842.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -484855.531250 Penalty: 2540.668457
	Iteration 26Q: 3 clusters Score -484855.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -484872.093750 Penalty: 2540.668457
	Iteration 27Q: 3 clusters Score -484872.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -484893.593750 Penalty: 2540.668457
	Iteration 28Q: 3 clusters Score -484893.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -484939.187500 Penalty: 2540.668457
	Iteration 29Q: 3 clusters Score -484939.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -485021.937500 Penalty: 2540.668457
	Iteration 30Q: 3 clusters Score -485021.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -485084.062500 Penalty: 2540.668457
	Iteration 31Q: 3 clusters Score -485084.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -485116.531250 Penalty: 2540.668457
	Iteration 32Q: 3 clusters Score -485116.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -485137.500000 Penalty: 2540.668457
	Iteration 33Q: 3 clusters Score -485137.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -485150.812500 Penalty: 2540.668457
	Iteration 34Q: 3 clusters Score -485150.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -485158.500000 Penalty: 2540.668457
	Iteration 35Q: 3 clusters Score -485158.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -485164.656250 Penalty: 2540.668457
	Iteration 36Q: 3 clusters Score -485164.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -485169.531250 Penalty: 2540.668457
	Iteration 37Q: 3 clusters Score -485169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -485173.187500 Penalty: 2540.668457
	Iteration 38Q: 3 clusters Score -485173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -485176.781250 Penalty: 2540.668457
	Iteration 39Q: 3 clusters Score -485176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -485185.281250 Penalty: 2540.668457
	Iteration 40F: 3 clusters Score -485185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -485189.187500 Penalty: 2540.668457
	Iteration 41Q: 3 clusters Score -485189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -485192.250000 Penalty: 2540.668457
	Iteration 42Q: 3 clusters Score -485192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -485192.812500 Penalty: 2540.668457
	Iteration 43Q: 3 clusters Score -485192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -485193.031250 Penalty: 2540.668457
	Iteration 44Q: 3 clusters Score -485193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -485194.562500 Penalty: 2540.668457
	Iteration 45Q: 3 clusters Score -485194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -485195.000000 Penalty: 2540.668457
	Iteration 46Q: 3 clusters Score -485195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -485195.156250 Penalty: 2540.668457
	Iteration 47Q: 3 clusters Score -485195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -485195.156250 Penalty: 2540.668457
	Iteration 48F: 3 clusters Score -485195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 83002 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 68433 members 
Mstep: Class 31 contains 12648 members 
Mstep: Class 32 contains 2136 members 
Entering Unmasked Estep 
Score: -110749128.000000 Penalty: 65801.953125
Splitting cluster 17 changes total score from -110620096.000000 to -110749128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (83002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Entering Unmasked Estep 
Score: -9537576.000000 Penalty: 1685.401123
	Iteration 0F: 2 clusters Score -9537576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -9483821.000000 Penalty: 3370.802246
	Iteration 0F: 3 clusters Score -9483821 nChanged 39099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9507809.000000 Penalty: 3370.802246
	Iteration 1F: 3 clusters Score -9507809 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -9509810.000000 Penalty: 3370.802246
	Iteration 2Q: 3 clusters Score -9509810 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -9512061.000000 Penalty: 3370.802246
	Iteration 3F: 3 clusters Score -9512061 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -9514294.000000 Penalty: 3370.802246
	Iteration 4F: 3 clusters Score -9514294 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -9516369.000000 Penalty: 3370.802246
	Iteration 5F: 3 clusters Score -9516369 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -9518758.000000 Penalty: 3370.802246
	Iteration 6F: 3 clusters Score -9518758 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -9521946.000000 Penalty: 3370.802246
	Iteration 7F: 3 clusters Score -9521946 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -9526349.000000 Penalty: 3370.802246
	Iteration 8F: 3 clusters Score -9526349 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -9531830.000000 Penalty: 3370.802246
	Iteration 9F: 3 clusters Score -9531830 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -9535646.000000 Penalty: 3370.802246
	Iteration 10Q: 3 clusters Score -9535646 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -9537721.000000 Penalty: 3370.802246
	Iteration 11Q: 3 clusters Score -9537721 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -9539032.000000 Penalty: 3370.802246
	Iteration 12Q: 3 clusters Score -9539032 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -9539951.000000 Penalty: 3370.802246
	Iteration 13Q: 3 clusters Score -9539951 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9540862.000000 Penalty: 3370.802246
	Iteration 14Q: 3 clusters Score -9540862 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -9541548.000000 Penalty: 3370.802246
	Iteration 15Q: 3 clusters Score -9541548 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -9542078.000000 Penalty: 3370.802246
	Iteration 16Q: 3 clusters Score -9542078 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -9542458.000000 Penalty: 3370.802246
	Iteration 17Q: 3 clusters Score -9542458 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -9542733.000000 Penalty: 3370.802246
	Iteration 18Q: 3 clusters Score -9542733 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -9542982.000000 Penalty: 3370.802246
	Iteration 19Q: 3 clusters Score -9542982 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -9543118.000000 Penalty: 3370.802246
	Iteration 20F: 3 clusters Score -9543118 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -9543253.000000 Penalty: 3370.802246
	Iteration 21Q: 3 clusters Score -9543253 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -9543333.000000 Penalty: 3370.802246
	Iteration 22Q: 3 clusters Score -9543333 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -9543372.000000 Penalty: 3370.802246
	Iteration 23Q: 3 clusters Score -9543372 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -9543383.000000 Penalty: 3370.802246
	Iteration 24Q: 3 clusters Score -9543383 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -9543350.000000 Penalty: 3370.802246
	Iteration 25Q: 3 clusters Score -9543350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -9543383.000000 Penalty: 3370.802246
	Iteration 26Q: 3 clusters Score -9543383 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -9543413.000000 Penalty: 3370.802246
	Iteration 27Q: 3 clusters Score -9543413 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -9543455.000000 Penalty: 3370.802246
	Iteration 28Q: 3 clusters Score -9543455 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -9543506.000000 Penalty: 3370.802246
	Iteration 29Q: 3 clusters Score -9543506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -9543550.000000 Penalty: 3370.802246
	Iteration 30Q: 3 clusters Score -9543550 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -9543572.000000 Penalty: 3370.802246
	Iteration 31Q: 3 clusters Score -9543572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -9543599.000000 Penalty: 3370.802246
	Iteration 32Q: 3 clusters Score -9543599 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -9543583.000000 Penalty: 3370.802246
	Iteration 33Q: 3 clusters Score -9543583 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -9543592.000000 Penalty: 3370.802246
	Iteration 34Q: 3 clusters Score -9543592 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -9543604.000000 Penalty: 3370.802246
	Iteration 35Q: 3 clusters Score -9543604 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -9543611.000000 Penalty: 3370.802246
	Iteration 36Q: 3 clusters Score -9543611 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -9543612.000000 Penalty: 3370.802246
	Iteration 37Q: 3 clusters Score -9543612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -9543610.000000 Penalty: 3370.802246
	Iteration 38Q: 3 clusters Score -9543610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -9543611.000000 Penalty: 3370.802246
	Iteration 39Q: 3 clusters Score -9543611 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -9543607.000000 Penalty: 3370.802246
	Iteration 40F: 3 clusters Score -9543607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9543606.000000 Penalty: 3370.802246
	Iteration 41Q: 3 clusters Score -9543606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -9543612.000000 Penalty: 3370.802246
	Iteration 42Q: 3 clusters Score -9543612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -9543620.000000 Penalty: 3370.802246
	Iteration 43Q: 3 clusters Score -9543620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -9543635.000000 Penalty: 3370.802246
	Iteration 44Q: 3 clusters Score -9543635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -9543611.000000 Penalty: 3370.802246
	Iteration 45Q: 3 clusters Score -9543611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -9543613.000000 Penalty: 3370.802246
	Iteration 46Q: 3 clusters Score -9543613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -9543623.000000 Penalty: 3370.802246
	Iteration 47Q: 3 clusters Score -9543623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -9543630.000000 Penalty: 3370.802246
	Iteration 48Q: 3 clusters Score -9543630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -9543623.000000 Penalty: 3370.802246
	Iteration 49Q: 3 clusters Score -9543623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -9543661.000000 Penalty: 3370.802246
	Iteration 50Q: 3 clusters Score -9543661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -9543661.000000 Penalty: 3370.802246
	Iteration 51Q: 3 clusters Score -9543661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -9543645.000000 Penalty: 3370.802246
	Iteration 52Q: 3 clusters Score -9543645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9543658.000000 Penalty: 3370.802246
	Iteration 53Q: 3 clusters Score -9543658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -9543659.000000 Penalty: 3370.802246
	Iteration 54Q: 3 clusters Score -9543659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -9543651.000000 Penalty: 3370.802246
	Iteration 55Q: 3 clusters Score -9543651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -9543645.000000 Penalty: 3370.802246
	Iteration 56Q: 3 clusters Score -9543645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -9543636.000000 Penalty: 3370.802246
	Iteration 57Q: 3 clusters Score -9543636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -9543636.000000 Penalty: 3370.802246
	Iteration 58Q: 3 clusters Score -9543636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -9543633.000000 Penalty: 3370.802246
	Iteration 59Q: 3 clusters Score -9543633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -9543637.000000 Penalty: 3370.802246
	Iteration 60F: 3 clusters Score -9543637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -9543632.000000 Penalty: 3370.802246
	Iteration 61Q: 3 clusters Score -9543632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 62Q: 3 clusters Score -9543638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -9543650.000000 Penalty: 3370.802246
	Iteration 63Q: 3 clusters Score -9543650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -9543642.000000 Penalty: 3370.802246
	Iteration 64Q: 3 clusters Score -9543642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -9543640.000000 Penalty: 3370.802246
	Iteration 65Q: 3 clusters Score -9543640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -9543631.000000 Penalty: 3370.802246
	Iteration 66Q: 3 clusters Score -9543631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -9543643.000000 Penalty: 3370.802246
	Iteration 67Q: 3 clusters Score -9543643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 68Q: 3 clusters Score -9543638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -9543642.000000 Penalty: 3370.802246
	Iteration 69Q: 3 clusters Score -9543642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 70Q: 3 clusters Score -9543638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -9543630.000000 Penalty: 3370.802246
	Iteration 71Q: 3 clusters Score -9543630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 72Q: 3 clusters Score -9543638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 73Q: 3 clusters Score -9543638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -9543635.000000 Penalty: 3370.802246
	Iteration 74Q: 3 clusters Score -9543635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 75Q: 3 clusters Score -9543638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -9543636.000000 Penalty: 3370.802246
	Iteration 76Q: 3 clusters Score -9543636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -9543637.000000 Penalty: 3370.802246
	Iteration 77Q: 3 clusters Score -9543637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9543639.000000 Penalty: 3370.802246
	Iteration 78Q: 3 clusters Score -9543639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9543638.000000 Penalty: 3370.802246
	Iteration 79Q: 3 clusters Score -9543638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -9543634.000000 Penalty: 3370.802246
	Iteration 80F: 3 clusters Score -9543634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -9543637.000000 Penalty: 3370.802246
	Iteration 81Q: 3 clusters Score -9543637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -9543649.000000 Penalty: 3370.802246
	Iteration 82Q: 3 clusters Score -9543649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -9543640.000000 Penalty: 3370.802246
	Iteration 83Q: 3 clusters Score -9543640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -9543643.000000 Penalty: 3370.802246
	Iteration 84Q: 3 clusters Score -9543643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -9543643.000000 Penalty: 3370.802246
	Iteration 85Q: 3 clusters Score -9543643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -9543642.000000 Penalty: 3370.802246
	Iteration 86Q: 3 clusters Score -9543642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -9543642.000000 Penalty: 3370.802246
	Iteration 87Q: 3 clusters Score -9543642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -9543642.000000 Penalty: 3370.802246
	Iteration 88F: 3 clusters Score -9543642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 57524 members 
Mstep: Class 19 contains 35427 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 68433 members 
Mstep: Class 31 contains 12648 members 
Mstep: Class 32 contains 2136 members 
Mstep: Class 33 contains 25478 members 
Entering Unmasked Estep 
Score: -110754728.000000 Penalty: 67858.273438
Splitting cluster 18 changes total score from -110620096.000000 to -110754728.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (35427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Entering Unmasked Estep 
Score: -3812056.250000 Penalty: 1558.714111
	Iteration 0F: 2 clusters Score -3812056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3789242.000000 Penalty: 3117.428223
	Iteration 0F: 3 clusters Score -3789242 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3798434.250000 Penalty: 3117.428223
	Iteration 1F: 3 clusters Score -3798434 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3799360.250000 Penalty: 3117.428223
	Iteration 2F: 3 clusters Score -3799360 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3800650.500000 Penalty: 3117.428223
	Iteration 3F: 3 clusters Score -3800650 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3802306.250000 Penalty: 3117.428223
	Iteration 4F: 3 clusters Score -3802306 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3804227.000000 Penalty: 3117.428223
	Iteration 5F: 3 clusters Score -3804227 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3806146.000000 Penalty: 3117.428223
	Iteration 6F: 3 clusters Score -3806146 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3807815.000000 Penalty: 3117.428223
	Iteration 7F: 3 clusters Score -3807815 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3809127.000000 Penalty: 3117.428223
	Iteration 8Q: 3 clusters Score -3809127 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3810204.000000 Penalty: 3117.428223
	Iteration 9Q: 3 clusters Score -3810204 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3811098.500000 Penalty: 3117.428223
	Iteration 10Q: 3 clusters Score -3811098 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3811848.250000 Penalty: 3117.428223
	Iteration 11Q: 3 clusters Score -3811848 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3812351.250000 Penalty: 3117.428223
	Iteration 12Q: 3 clusters Score -3812351 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3812717.000000 Penalty: 3117.428223
	Iteration 13Q: 3 clusters Score -3812717 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3813001.750000 Penalty: 3117.428223
	Iteration 14Q: 3 clusters Score -3813002 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3813314.500000 Penalty: 3117.428223
	Iteration 15Q: 3 clusters Score -3813314 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3813665.000000 Penalty: 3117.428223
	Iteration 16Q: 3 clusters Score -3813665 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3813913.250000 Penalty: 3117.428223
	Iteration 17Q: 3 clusters Score -3813913 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3814079.750000 Penalty: 3117.428223
	Iteration 18Q: 3 clusters Score -3814080 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3814162.500000 Penalty: 3117.428223
	Iteration 19Q: 3 clusters Score -3814162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3814194.250000 Penalty: 3117.428223
	Iteration 20F: 3 clusters Score -3814194 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3814231.750000 Penalty: 3117.428223
	Iteration 21Q: 3 clusters Score -3814232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3814240.250000 Penalty: 3117.428223
	Iteration 22Q: 3 clusters Score -3814240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3814244.250000 Penalty: 3117.428223
	Iteration 23Q: 3 clusters Score -3814244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3814242.250000 Penalty: 3117.428223
	Iteration 24Q: 3 clusters Score -3814242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3814254.000000 Penalty: 3117.428223
	Iteration 25Q: 3 clusters Score -3814254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3814262.500000 Penalty: 3117.428223
	Iteration 26Q: 3 clusters Score -3814262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3814261.250000 Penalty: 3117.428223
	Iteration 27Q: 3 clusters Score -3814261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3814271.000000 Penalty: 3117.428223
	Iteration 28Q: 3 clusters Score -3814271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3814273.500000 Penalty: 3117.428223
	Iteration 29Q: 3 clusters Score -3814274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3814273.500000 Penalty: 3117.428223
	Iteration 30Q: 3 clusters Score -3814274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3814271.000000 Penalty: 3117.428223
	Iteration 31Q: 3 clusters Score -3814271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3814282.500000 Penalty: 3117.428223
	Iteration 32Q: 3 clusters Score -3814282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3814285.250000 Penalty: 3117.428223
	Iteration 33Q: 3 clusters Score -3814285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3814289.250000 Penalty: 3117.428223
	Iteration 34Q: 3 clusters Score -3814289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3814286.000000 Penalty: 3117.428223
	Iteration 35Q: 3 clusters Score -3814286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3814289.000000 Penalty: 3117.428223
	Iteration 36Q: 3 clusters Score -3814289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3814291.500000 Penalty: 3117.428223
	Iteration 37Q: 3 clusters Score -3814292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3814291.000000 Penalty: 3117.428223
	Iteration 38Q: 3 clusters Score -3814291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3814289.250000 Penalty: 3117.428223
	Iteration 39Q: 3 clusters Score -3814289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3814296.500000 Penalty: 3117.428223
	Iteration 40F: 3 clusters Score -3814296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 57524 members 
Mstep: Class 19 contains 5763 members 
Mstep: Class 20 contains 146822 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 68433 members 
Mstep: Class 31 contains 12648 members 
Mstep: Class 32 contains 2136 members 
Mstep: Class 33 contains 25478 members 
Mstep: Class 34 contains 29664 members 
Entering Unmasked Estep 
Score: -110756416.000000 Penalty: 69914.578125
Splitting cluster 19 changes total score from -110620096.000000 to -110756416.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (146822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Entering Unmasked Estep 
Score: -16880790.000000 Penalty: 1770.270142
	Iteration 0F: 2 clusters Score -1.688079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -16800664.000000 Penalty: 3540.540283
	Iteration 0F: 3 clusters Score -1.680066e+07 nChanged 70391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -16842254.000000 Penalty: 3540.540283
	Iteration 1F: 3 clusters Score -1.684225e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -16844590.000000 Penalty: 3540.540283
	Iteration 2Q: 3 clusters Score -1.684459e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -16849040.000000 Penalty: 3540.540283
	Iteration 3F: 3 clusters Score -1.684904e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -16860042.000000 Penalty: 3540.540283
	Iteration 4F: 3 clusters Score -1.686004e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -16883140.000000 Penalty: 3540.540283
	Iteration 5F: 3 clusters Score -1.688314e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -16898680.000000 Penalty: 3540.540283
	Iteration 6F: 3 clusters Score -1.689868e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -16904140.000000 Penalty: 3540.540283
	Iteration 7F: 3 clusters Score -1.690414e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -16906106.000000 Penalty: 3540.540283
	Iteration 8Q: 3 clusters Score -1.690611e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -16906776.000000 Penalty: 3540.540283
	Iteration 9Q: 3 clusters Score -1.690678e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -16907238.000000 Penalty: 3540.540283
	Iteration 10Q: 3 clusters Score -1.690724e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -16907720.000000 Penalty: 3540.540283
	Iteration 11Q: 3 clusters Score -1.690772e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -16908196.000000 Penalty: 3540.540283
	Iteration 12Q: 3 clusters Score -1.69082e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -16908640.000000 Penalty: 3540.540283
	Iteration 13Q: 3 clusters Score -1.690864e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -16909288.000000 Penalty: 3540.540283
	Iteration 14Q: 3 clusters Score -1.690929e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -16910420.000000 Penalty: 3540.540283
	Iteration 15Q: 3 clusters Score -1.691042e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -16912172.000000 Penalty: 3540.540283
	Iteration 16Q: 3 clusters Score -1.691217e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 112741 members 
Entering Unmasked Estep 
Score: -16914774.000000 Penalty: 3540.540283
	Iteration 17Q: 3 clusters Score -1.691477e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -16917844.000000 Penalty: 3540.540283
	Iteration 18Q: 3 clusters Score -1.691784e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -16920666.000000 Penalty: 3540.540283
	Iteration 19Q: 3 clusters Score -1.692067e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -16924128.000000 Penalty: 3540.540283
	Iteration 20F: 3 clusters Score -1.692413e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -16929050.000000 Penalty: 3540.540283
	Iteration 21Q: 3 clusters Score -1.692905e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 120398 members 
Entering Unmasked Estep 
Score: -16930296.000000 Penalty: 3540.540283
	Iteration 22Q: 3 clusters Score -1.69303e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 120602 members 
Entering Unmasked Estep 
Score: -16930314.000000 Penalty: 3540.540283
	Iteration 23Q: 3 clusters Score -1.693031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 120652 members 
Entering Unmasked Estep 
Score: -16930308.000000 Penalty: 3540.540283
	Iteration 24Q: 3 clusters Score -1.693031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -16930328.000000 Penalty: 3540.540283
	Iteration 25Q: 3 clusters Score -1.693033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -16930332.000000 Penalty: 3540.540283
	Iteration 26Q: 3 clusters Score -1.693033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -16930332.000000 Penalty: 3540.540283
	Iteration 27F: 3 clusters Score -1.693033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 57524 members 
Mstep: Class 19 contains 5763 members 
Mstep: Class 20 contains 26152 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 49043 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 68433 members 
Mstep: Class 31 contains 12648 members 
Mstep: Class 32 contains 2136 members 
Mstep: Class 33 contains 25478 members 
Mstep: Class 34 contains 29664 members 
Mstep: Class 35 contains 120670 members 
Entering Unmasked Estep 
Score: -110805384.000000 Penalty: 71970.890625
Splitting cluster 20 changes total score from -110620096.000000 to -110805384.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 5 contains 34859 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 85797 members 
Mstep: Class 11 contains 98823 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 67588 members 
Mstep: Class 14 contains 71813 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 57524 members 
Mstep: Class 19 contains 5763 members 
Mstep: Class 20 contains 26152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110839808.000000 Penalty: 71970.890625
Iteration 39Q: 36 clusters Score -1.108398e+08 nChanged 45978
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 22712 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 34216 members 
Mstep: Class 6 contains 82822 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 13771 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 88094 members 
Mstep: Class 11 contains 103249 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 68102 members 
Mstep: Class 14 contains 71951 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 16801 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 58113 members 
Mstep: Class 19 contains 6258 members 
Mstep: Class 20 contains 27537 members 
Mstep: Class 21 contains 10320 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 46047 members 
Mstep: Class 27 contains 12183 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 6042 members 
Mstep: Class 30 contains 66616 members 
Mstep: Class 31 contains 12527 members 
Mstep: Class 32 contains 2084 members 
Mstep: Class 33 contains 22105 members 
Mstep: Class 34 contains 28460 members 
Mstep: Class 35 contains 116584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110871376.000000 Penalty: 71970.890625
Iteration 40F: 36 clusters Score -1.108714e+08 nChanged 38208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 22276 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 31537 members 
Mstep: Class 6 contains 82365 members 
Mstep: Class 7 contains 16493 members 
Mstep: Class 8 contains 13466 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 87451 members 
Mstep: Class 11 contains 102684 members 
Mstep: Class 12 contains 9040 members 
Mstep: Class 13 contains 68172 members 
Mstep: Class 14 contains 71565 members 
Mstep: Class 15 contains 3468 members 
Mstep: Class 16 contains 16585 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 18 contains 55231 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 27545 members 
Mstep: Class 21 contains 12470 members 
Mstep: Class 22 contains 7640 members 
Mstep: Class 23 contains 5257 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 46469 members 
Mstep: Class 27 contains 13138 members 
Mstep: Class 28 contains 19754 members 
Mstep: Class 29 contains 6471 members 
Mstep: Class 30 contains 67071 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 2268 members 
Mstep: Class 33 contains 19979 members 
Mstep: Class 34 contains 28136 members 
Mstep: Class 35 contains 120108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110888632.000000 Penalty: 71970.890625
Iteration 41Q: 36 clusters Score -1.108886e+08 nChanged 23655
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 21981 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 29799 members 
Mstep: Class 6 contains 82073 members 
Mstep: Class 7 contains 16765 members 
Mstep: Class 8 contains 13315 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87295 members 
Mstep: Class 11 contains 102416 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 68378 members 
Mstep: Class 14 contains 71510 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 16463 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 52872 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 27441 members 
Mstep: Class 21 contains 14231 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10567 members 
Mstep: Class 26 contains 46406 members 
Mstep: Class 27 contains 13798 members 
Mstep: Class 28 contains 20045 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 67316 members 
Mstep: Class 31 contains 12665 members 
Mstep: Class 32 contains 2398 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 27779 members 
Mstep: Class 35 contains 122917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900376.000000 Penalty: 71970.890625
Iteration 42Q: 36 clusters Score -1.109004e+08 nChanged 18774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 28467 members 
Mstep: Class 6 contains 81771 members 
Mstep: Class 7 contains 17131 members 
Mstep: Class 8 contains 13115 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87217 members 
Mstep: Class 11 contains 101980 members 
Mstep: Class 12 contains 9370 members 
Mstep: Class 13 contains 68608 members 
Mstep: Class 14 contains 71501 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 16388 members 
Mstep: Class 17 contains 3429 members 
Mstep: Class 18 contains 51526 members 
Mstep: Class 19 contains 6276 members 
Mstep: Class 20 contains 27232 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10592 members 
Mstep: Class 26 contains 46283 members 
Mstep: Class 27 contains 14289 members 
Mstep: Class 28 contains 20221 members 
Mstep: Class 29 contains 6861 members 
Mstep: Class 30 contains 67472 members 
Mstep: Class 31 contains 12713 members 
Mstep: Class 32 contains 2525 members 
Mstep: Class 33 contains 15965 members 
Mstep: Class 34 contains 27411 members 
Mstep: Class 35 contains 125293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908768.000000 Penalty: 71970.890625
Iteration 43Q: 36 clusters Score -1.109088e+08 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 21614 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 27575 members 
Mstep: Class 6 contains 81482 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 12927 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87203 members 
Mstep: Class 11 contains 101436 members 
Mstep: Class 12 contains 9451 members 
Mstep: Class 13 contains 68832 members 
Mstep: Class 14 contains 71509 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 51038 members 
Mstep: Class 19 contains 6222 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 15755 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10529 members 
Mstep: Class 26 contains 46142 members 
Mstep: Class 27 contains 14733 members 
Mstep: Class 28 contains 20315 members 
Mstep: Class 29 contains 7018 members 
Mstep: Class 30 contains 67555 members 
Mstep: Class 31 contains 12738 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 14202 members 
Mstep: Class 34 contains 27026 members 
Mstep: Class 35 contains 127353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913488.000000 Penalty: 71970.890625
Iteration 44Q: 36 clusters Score -1.109135e+08 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 26907 members 
Mstep: Class 6 contains 81189 members 
Mstep: Class 7 contains 17891 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87278 members 
Mstep: Class 11 contains 101002 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 69007 members 
Mstep: Class 14 contains 71530 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 16285 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 50768 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 26893 members 
Mstep: Class 21 contains 15813 members 
Mstep: Class 22 contains 11344 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10441 members 
Mstep: Class 26 contains 46039 members 
Mstep: Class 27 contains 15150 members 
Mstep: Class 28 contains 20400 members 
Mstep: Class 29 contains 7154 members 
Mstep: Class 30 contains 67580 members 
Mstep: Class 31 contains 12745 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 12634 members 
Mstep: Class 34 contains 26630 members 
Mstep: Class 35 contains 129079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917688.000000 Penalty: 71970.890625
Iteration 45Q: 36 clusters Score -1.109177e+08 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 21418 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 26381 members 
Mstep: Class 6 contains 80914 members 
Mstep: Class 7 contains 18146 members 
Mstep: Class 8 contains 12656 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87395 members 
Mstep: Class 11 contains 100579 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 69155 members 
Mstep: Class 14 contains 71563 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 16270 members 
Mstep: Class 17 contains 3532 members 
Mstep: Class 18 contains 50601 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 26761 members 
Mstep: Class 21 contains 15802 members 
Mstep: Class 22 contains 12132 members 
Mstep: Class 23 contains 5752 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10338 members 
Mstep: Class 26 contains 45963 members 
Mstep: Class 27 contains 15548 members 
Mstep: Class 28 contains 20445 members 
Mstep: Class 29 contains 7279 members 
Mstep: Class 30 contains 67532 members 
Mstep: Class 31 contains 12721 members 
Mstep: Class 32 contains 2825 members 
Mstep: Class 33 contains 11317 members 
Mstep: Class 34 contains 26259 members 
Mstep: Class 35 contains 130552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920472.000000 Penalty: 71970.890625
Iteration 46Q: 36 clusters Score -1.109205e+08 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 21363 members 
Mstep: Class 4 contains 6342 members 
Mstep: Class 5 contains 25981 members 
Mstep: Class 6 contains 80627 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 12502 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87589 members 
Mstep: Class 11 contains 100199 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 69242 members 
Mstep: Class 14 contains 71599 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 50488 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 26595 members 
Mstep: Class 21 contains 15771 members 
Mstep: Class 22 contains 12807 members 
Mstep: Class 23 contains 5775 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 45906 members 
Mstep: Class 27 contains 15890 members 
Mstep: Class 28 contains 20483 members 
Mstep: Class 29 contains 7398 members 
Mstep: Class 30 contains 67390 members 
Mstep: Class 31 contains 12700 members 
Mstep: Class 32 contains 2890 members 
Mstep: Class 33 contains 10250 members 
Mstep: Class 34 contains 25911 members 
Mstep: Class 35 contains 131877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925072.000000 Penalty: 71970.890625
Iteration 47Q: 36 clusters Score -1.109251e+08 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 21313 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 80341 members 
Mstep: Class 7 contains 18520 members 
Mstep: Class 8 contains 12344 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87723 members 
Mstep: Class 11 contains 99672 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 69313 members 
Mstep: Class 14 contains 71600 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 16245 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 50376 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 26449 members 
Mstep: Class 21 contains 15699 members 
Mstep: Class 22 contains 13457 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 10077 members 
Mstep: Class 26 contains 45887 members 
Mstep: Class 27 contains 16238 members 
Mstep: Class 28 contains 20496 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 67262 members 
Mstep: Class 31 contains 12681 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 9580 members 
Mstep: Class 34 contains 25590 members 
Mstep: Class 35 contains 133052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930344.000000 Penalty: 71970.890625
Iteration 48Q: 36 clusters Score -1.109303e+08 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 21275 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 25374 members 
Mstep: Class 6 contains 80020 members 
Mstep: Class 7 contains 18643 members 
Mstep: Class 8 contains 12201 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87846 members 
Mstep: Class 11 contains 98701 members 
Mstep: Class 12 contains 9534 members 
Mstep: Class 13 contains 69364 members 
Mstep: Class 14 contains 71642 members 
Mstep: Class 15 contains 4924 members 
Mstep: Class 16 contains 16213 members 
Mstep: Class 17 contains 3649 members 
Mstep: Class 18 contains 50131 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 26284 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 14053 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 45928 members 
Mstep: Class 27 contains 16581 members 
Mstep: Class 28 contains 20516 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 67097 members 
Mstep: Class 31 contains 12684 members 
Mstep: Class 32 contains 3022 members 
Mstep: Class 33 contains 9585 members 
Mstep: Class 34 contains 25311 members 
Mstep: Class 35 contains 134155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932616.000000 Penalty: 71970.890625
Iteration 49Q: 36 clusters Score -1.109326e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 25204 members 
Mstep: Class 6 contains 79738 members 
Mstep: Class 7 contains 18733 members 
Mstep: Class 8 contains 12053 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 87936 members 
Mstep: Class 11 contains 97622 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 13 contains 69421 members 
Mstep: Class 14 contains 71678 members 
Mstep: Class 15 contains 5091 members 
Mstep: Class 16 contains 16196 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 49833 members 
Mstep: Class 19 contains 6102 members 
Mstep: Class 20 contains 26114 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 14584 members 
Mstep: Class 23 contains 5885 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9817 members 
Mstep: Class 26 contains 46037 members 
Mstep: Class 27 contains 16867 members 
Mstep: Class 28 contains 20534 members 
Mstep: Class 29 contains 7645 members 
Mstep: Class 30 contains 66955 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 9663 members 
Mstep: Class 34 contains 25043 members 
Mstep: Class 35 contains 135196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933632.000000 Penalty: 71970.890625
Iteration 50Q: 36 clusters Score -1.109336e+08 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 21230 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 25079 members 
Mstep: Class 6 contains 79479 members 
Mstep: Class 7 contains 18804 members 
Mstep: Class 8 contains 11868 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88007 members 
Mstep: Class 11 contains 96702 members 
Mstep: Class 12 contains 9579 members 
Mstep: Class 13 contains 69459 members 
Mstep: Class 14 contains 71689 members 
Mstep: Class 15 contains 5260 members 
Mstep: Class 16 contains 16197 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 49559 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 25922 members 
Mstep: Class 21 contains 15600 members 
Mstep: Class 22 contains 15064 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9709 members 
Mstep: Class 26 contains 46172 members 
Mstep: Class 27 contains 17108 members 
Mstep: Class 28 contains 20543 members 
Mstep: Class 29 contains 7711 members 
Mstep: Class 30 contains 66791 members 
Mstep: Class 31 contains 12684 members 
Mstep: Class 32 contains 3210 members 
Mstep: Class 33 contains 9745 members 
Mstep: Class 34 contains 24789 members 
Mstep: Class 35 contains 136131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934576.000000 Penalty: 71970.890625
Iteration 51Q: 36 clusters Score -1.109346e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 21229 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 24969 members 
Mstep: Class 6 contains 79199 members 
Mstep: Class 7 contains 18873 members 
Mstep: Class 8 contains 11686 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88075 members 
Mstep: Class 11 contains 95855 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 69488 members 
Mstep: Class 14 contains 71706 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 16186 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 49283 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 25720 members 
Mstep: Class 21 contains 15671 members 
Mstep: Class 22 contains 15560 members 
Mstep: Class 23 contains 5945 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9624 members 
Mstep: Class 26 contains 46324 members 
Mstep: Class 27 contains 17303 members 
Mstep: Class 28 contains 20548 members 
Mstep: Class 29 contains 7764 members 
Mstep: Class 30 contains 66610 members 
Mstep: Class 31 contains 12691 members 
Mstep: Class 32 contains 3307 members 
Mstep: Class 33 contains 9795 members 
Mstep: Class 34 contains 24498 members 
Mstep: Class 35 contains 137023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936024.000000 Penalty: 71970.890625
Iteration 52Q: 36 clusters Score -1.10936e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 21218 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 24883 members 
Mstep: Class 6 contains 78959 members 
Mstep: Class 7 contains 18952 members 
Mstep: Class 8 contains 11531 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88138 members 
Mstep: Class 11 contains 95124 members 
Mstep: Class 12 contains 9616 members 
Mstep: Class 13 contains 69496 members 
Mstep: Class 14 contains 71721 members 
Mstep: Class 15 contains 5620 members 
Mstep: Class 16 contains 16177 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 48994 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 25497 members 
Mstep: Class 21 contains 15805 members 
Mstep: Class 22 contains 16015 members 
Mstep: Class 23 contains 5963 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9536 members 
Mstep: Class 26 contains 46522 members 
Mstep: Class 27 contains 17471 members 
Mstep: Class 28 contains 20552 members 
Mstep: Class 29 contains 7804 members 
Mstep: Class 30 contains 66427 members 
Mstep: Class 31 contains 12694 members 
Mstep: Class 32 contains 3400 members 
Mstep: Class 33 contains 9833 members 
Mstep: Class 34 contains 24248 members 
Mstep: Class 35 contains 137780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110937256.000000 Penalty: 71970.890625
Iteration 53Q: 36 clusters Score -1.109373e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 21216 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 78692 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 11387 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88225 members 
Mstep: Class 11 contains 94437 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 69519 members 
Mstep: Class 14 contains 71740 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 16173 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 48675 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 25233 members 
Mstep: Class 21 contains 16013 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 5988 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9443 members 
Mstep: Class 26 contains 46768 members 
Mstep: Class 27 contains 17650 members 
Mstep: Class 28 contains 20568 members 
Mstep: Class 29 contains 7830 members 
Mstep: Class 30 contains 66255 members 
Mstep: Class 31 contains 12693 members 
Mstep: Class 32 contains 3483 members 
Mstep: Class 33 contains 9863 members 
Mstep: Class 34 contains 24014 members 
Mstep: Class 35 contains 138441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110938000.000000 Penalty: 71970.890625
Iteration 54Q: 36 clusters Score -1.10938e+08 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 21209 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 24694 members 
Mstep: Class 6 contains 78431 members 
Mstep: Class 7 contains 19113 members 
Mstep: Class 8 contains 11279 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88308 members 
Mstep: Class 11 contains 93819 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 13 contains 69540 members 
Mstep: Class 14 contains 71734 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 16175 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 48401 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 20 contains 24934 members 
Mstep: Class 21 contains 16310 members 
Mstep: Class 22 contains 16831 members 
Mstep: Class 23 contains 6012 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 47018 members 
Mstep: Class 27 contains 17811 members 
Mstep: Class 28 contains 20583 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 66049 members 
Mstep: Class 31 contains 12681 members 
Mstep: Class 32 contains 3581 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 23818 members 
Mstep: Class 35 contains 138972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110939016.000000 Penalty: 71970.890625
Iteration 55Q: 36 clusters Score -1.10939e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4508 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 6392 members 
Mstep: Class 5 contains 24602 members 
Mstep: Class 6 contains 78215 members 
Mstep: Class 7 contains 19169 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88409 members 
Mstep: Class 11 contains 93253 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 69552 members 
Mstep: Class 14 contains 71743 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 16177 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 48132 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 24644 members 
Mstep: Class 21 contains 16603 members 
Mstep: Class 22 contains 17184 members 
Mstep: Class 23 contains 6034 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9282 members 
Mstep: Class 26 contains 47271 members 
Mstep: Class 27 contains 17949 members 
Mstep: Class 28 contains 20590 members 
Mstep: Class 29 contains 7872 members 
Mstep: Class 30 contains 65863 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 3653 members 
Mstep: Class 33 contains 9899 members 
Mstep: Class 34 contains 23626 members 
Mstep: Class 35 contains 139450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110940376.000000 Penalty: 71970.890625
Iteration 56Q: 36 clusters Score -1.109404e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 21204 members 
Mstep: Class 4 contains 6409 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 77980 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88516 members 
Mstep: Class 11 contains 92786 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 69550 members 
Mstep: Class 14 contains 71732 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 16194 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 47888 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 24431 members 
Mstep: Class 21 contains 16823 members 
Mstep: Class 22 contains 17495 members 
Mstep: Class 23 contains 6051 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9209 members 
Mstep: Class 26 contains 47541 members 
Mstep: Class 27 contains 18061 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7886 members 
Mstep: Class 30 contains 65653 members 
Mstep: Class 31 contains 12656 members 
Mstep: Class 32 contains 3718 members 
Mstep: Class 33 contains 9920 members 
Mstep: Class 34 contains 23463 members 
Mstep: Class 35 contains 139830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110941048.000000 Penalty: 71970.890625
Iteration 57Q: 36 clusters Score -1.10941e+08 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 6426 members 
Mstep: Class 5 contains 24520 members 
Mstep: Class 6 contains 77772 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88611 members 
Mstep: Class 11 contains 92377 members 
Mstep: Class 12 contains 9602 members 
Mstep: Class 13 contains 69565 members 
Mstep: Class 14 contains 71726 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 16191 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 47634 members 
Mstep: Class 19 contains 5896 members 
Mstep: Class 20 contains 24277 members 
Mstep: Class 21 contains 16955 members 
Mstep: Class 22 contains 17808 members 
Mstep: Class 23 contains 6075 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9143 members 
Mstep: Class 26 contains 47804 members 
Mstep: Class 27 contains 18163 members 
Mstep: Class 28 contains 20595 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 65427 members 
Mstep: Class 31 contains 12648 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 9926 members 
Mstep: Class 34 contains 23336 members 
Mstep: Class 35 contains 140177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110941248.000000 Penalty: 71970.890625
Iteration 58Q: 36 clusters Score -1.109412e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 24527 members 
Mstep: Class 6 contains 77608 members 
Mstep: Class 7 contains 19332 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88712 members 
Mstep: Class 11 contains 92006 members 
Mstep: Class 12 contains 9594 members 
Mstep: Class 13 contains 69592 members 
Mstep: Class 14 contains 71724 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 16 contains 16186 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 47354 members 
Mstep: Class 19 contains 5864 members 
Mstep: Class 20 contains 24152 members 
Mstep: Class 21 contains 17027 members 
Mstep: Class 22 contains 18045 members 
Mstep: Class 23 contains 6104 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9081 members 
Mstep: Class 26 contains 48053 members 
Mstep: Class 27 contains 18265 members 
Mstep: Class 28 contains 20596 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 65225 members 
Mstep: Class 31 contains 12632 members 
Mstep: Class 32 contains 3851 members 
Mstep: Class 33 contains 9940 members 
Mstep: Class 34 contains 23240 members 
Mstep: Class 35 contains 140467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110941328.000000 Penalty: 71970.890625
Iteration 59Q: 36 clusters Score -1.109413e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 24514 members 
Mstep: Class 6 contains 77516 members 
Mstep: Class 7 contains 19379 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88795 members 
Mstep: Class 11 contains 91645 members 
Mstep: Class 12 contains 9575 members 
Mstep: Class 13 contains 69612 members 
Mstep: Class 14 contains 71724 members 
Mstep: Class 15 contains 6504 members 
Mstep: Class 16 contains 16183 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 24088 members 
Mstep: Class 21 contains 17061 members 
Mstep: Class 22 contains 18224 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 9025 members 
Mstep: Class 26 contains 48325 members 
Mstep: Class 27 contains 18339 members 
Mstep: Class 28 contains 20598 members 
Mstep: Class 29 contains 7921 members 
Mstep: Class 30 contains 65049 members 
Mstep: Class 31 contains 12621 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 9952 members 
Mstep: Class 34 contains 23169 members 
Mstep: Class 35 contains 140750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110942064.000000 Penalty: 71970.890625
Iteration 60F: 36 clusters Score -1.109421e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 24398 members 
Mstep: Class 6 contains 77382 members 
Mstep: Class 7 contains 19416 members 
Mstep: Class 8 contains 10977 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88811 members 
Mstep: Class 11 contains 91366 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 69638 members 
Mstep: Class 14 contains 71718 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 16169 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 46692 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 24022 members 
Mstep: Class 21 contains 17185 members 
Mstep: Class 22 contains 18720 members 
Mstep: Class 23 contains 6144 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8957 members 
Mstep: Class 26 contains 48623 members 
Mstep: Class 27 contains 18419 members 
Mstep: Class 28 contains 20598 members 
Mstep: Class 29 contains 7930 members 
Mstep: Class 30 contains 64870 members 
Mstep: Class 31 contains 12607 members 
Mstep: Class 32 contains 4002 members 
Mstep: Class 33 contains 9958 members 
Mstep: Class 34 contains 22921 members 
Mstep: Class 35 contains 140971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110942600.000000 Penalty: 71970.890625
Iteration 61Q: 36 clusters Score -1.109426e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 21144 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 24344 members 
Mstep: Class 6 contains 77246 members 
Mstep: Class 7 contains 19449 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88820 members 
Mstep: Class 11 contains 91085 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 13 contains 69656 members 
Mstep: Class 14 contains 71718 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 16161 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 46262 members 
Mstep: Class 19 contains 5755 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 17247 members 
Mstep: Class 22 contains 19182 members 
Mstep: Class 23 contains 6176 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8888 members 
Mstep: Class 26 contains 48967 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 7937 members 
Mstep: Class 30 contains 64736 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 9962 members 
Mstep: Class 34 contains 22690 members 
Mstep: Class 35 contains 141201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110943584.000000 Penalty: 71970.890625
Iteration 62Q: 36 clusters Score -1.109436e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 24293 members 
Mstep: Class 6 contains 77114 members 
Mstep: Class 7 contains 19493 members 
Mstep: Class 8 contains 10816 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88820 members 
Mstep: Class 11 contains 90823 members 
Mstep: Class 12 contains 9534 members 
Mstep: Class 13 contains 69679 members 
Mstep: Class 14 contains 71714 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 16158 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 45796 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 23933 members 
Mstep: Class 21 contains 17275 members 
Mstep: Class 22 contains 19602 members 
Mstep: Class 23 contains 6216 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8825 members 
Mstep: Class 26 contains 49359 members 
Mstep: Class 27 contains 18579 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 7947 members 
Mstep: Class 30 contains 64584 members 
Mstep: Class 31 contains 12587 members 
Mstep: Class 32 contains 4120 members 
Mstep: Class 33 contains 9973 members 
Mstep: Class 34 contains 22447 members 
Mstep: Class 35 contains 141394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110943992.000000 Penalty: 71970.890625
Iteration 63Q: 36 clusters Score -1.10944e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 3 contains 21131 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 24248 members 
Mstep: Class 6 contains 76933 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 10773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88804 members 
Mstep: Class 11 contains 90578 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 69699 members 
Mstep: Class 14 contains 71708 members 
Mstep: Class 15 contains 7356 members 
Mstep: Class 16 contains 16161 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 45343 members 
Mstep: Class 19 contains 5665 members 
Mstep: Class 20 contains 23906 members 
Mstep: Class 21 contains 17301 members 
Mstep: Class 22 contains 20019 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8774 members 
Mstep: Class 26 contains 49773 members 
Mstep: Class 27 contains 18642 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7952 members 
Mstep: Class 30 contains 64437 members 
Mstep: Class 31 contains 12579 members 
Mstep: Class 32 contains 4173 members 
Mstep: Class 33 contains 9978 members 
Mstep: Class 34 contains 22206 members 
Mstep: Class 35 contains 141593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110944456.000000 Penalty: 71970.890625
Iteration 64Q: 36 clusters Score -1.109445e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 21111 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 24234 members 
Mstep: Class 6 contains 76786 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 10764 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88783 members 
Mstep: Class 11 contains 90382 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 69709 members 
Mstep: Class 14 contains 71708 members 
Mstep: Class 15 contains 7572 members 
Mstep: Class 16 contains 16151 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 19 contains 5617 members 
Mstep: Class 20 contains 23892 members 
Mstep: Class 21 contains 17313 members 
Mstep: Class 22 contains 20388 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 50177 members 
Mstep: Class 27 contains 18698 members 
Mstep: Class 28 contains 20594 members 
Mstep: Class 29 contains 7956 members 
Mstep: Class 30 contains 64270 members 
Mstep: Class 31 contains 12574 members 
Mstep: Class 32 contains 4224 members 
Mstep: Class 33 contains 9984 members 
Mstep: Class 34 contains 21978 members 
Mstep: Class 35 contains 141778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110944648.000000 Penalty: 71970.890625
Iteration 65Q: 36 clusters Score -1.109446e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 21083 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 24210 members 
Mstep: Class 6 contains 76654 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 8 contains 10761 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88735 members 
Mstep: Class 11 contains 90184 members 
Mstep: Class 12 contains 9529 members 
Mstep: Class 13 contains 69712 members 
Mstep: Class 14 contains 71713 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 16153 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 44398 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 23874 members 
Mstep: Class 21 contains 17328 members 
Mstep: Class 22 contains 20724 members 
Mstep: Class 23 contains 6306 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8654 members 
Mstep: Class 26 contains 50623 members 
Mstep: Class 27 contains 18752 members 
Mstep: Class 28 contains 20595 members 
Mstep: Class 29 contains 7960 members 
Mstep: Class 30 contains 64150 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 9989 members 
Mstep: Class 34 contains 21756 members 
Mstep: Class 35 contains 141953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110945032.000000 Penalty: 71970.890625
Iteration 66Q: 36 clusters Score -1.10945e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4556 members 
Mstep: Class 3 contains 21072 members 
Mstep: Class 4 contains 6661 members 
Mstep: Class 5 contains 24217 members 
Mstep: Class 6 contains 76524 members 
Mstep: Class 7 contains 19613 members 
Mstep: Class 8 contains 10764 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88663 members 
Mstep: Class 11 contains 90006 members 
Mstep: Class 12 contains 9531 members 
Mstep: Class 13 contains 69750 members 
Mstep: Class 14 contains 71711 members 
Mstep: Class 15 contains 7988 members 
Mstep: Class 16 contains 16157 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 43869 members 
Mstep: Class 19 contains 5514 members 
Mstep: Class 20 contains 23864 members 
Mstep: Class 21 contains 17334 members 
Mstep: Class 22 contains 21048 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8612 members 
Mstep: Class 26 contains 51073 members 
Mstep: Class 27 contains 18792 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7962 members 
Mstep: Class 30 contains 63989 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 4337 members 
Mstep: Class 33 contains 9989 members 
Mstep: Class 34 contains 21551 members 
Mstep: Class 35 contains 142117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110945544.000000 Penalty: 71970.890625
Iteration 67Q: 36 clusters Score -1.109455e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 3 contains 21057 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 24246 members 
Mstep: Class 6 contains 76382 members 
Mstep: Class 7 contains 19643 members 
Mstep: Class 8 contains 10744 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88600 members 
Mstep: Class 11 contains 89862 members 
Mstep: Class 12 contains 9543 members 
Mstep: Class 13 contains 69797 members 
Mstep: Class 14 contains 71722 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 16156 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 43310 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 23854 members 
Mstep: Class 21 contains 17342 members 
Mstep: Class 22 contains 21357 members 
Mstep: Class 23 contains 6377 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8575 members 
Mstep: Class 26 contains 51513 members 
Mstep: Class 27 contains 18843 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7962 members 
Mstep: Class 30 contains 63857 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 4393 members 
Mstep: Class 33 contains 9990 members 
Mstep: Class 34 contains 21374 members 
Mstep: Class 35 contains 142254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110946424.000000 Penalty: 71970.890625
Iteration 68Q: 36 clusters Score -1.109464e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4567 members 
Mstep: Class 3 contains 21047 members 
Mstep: Class 4 contains 6690 members 
Mstep: Class 5 contains 24286 members 
Mstep: Class 6 contains 76209 members 
Mstep: Class 7 contains 19663 members 
Mstep: Class 8 contains 10775 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88526 members 
Mstep: Class 11 contains 89730 members 
Mstep: Class 12 contains 9555 members 
Mstep: Class 13 contains 69855 members 
Mstep: Class 14 contains 71723 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 42755 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 23842 members 
Mstep: Class 21 contains 17352 members 
Mstep: Class 22 contains 21631 members 
Mstep: Class 23 contains 6419 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 51984 members 
Mstep: Class 27 contains 18885 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7962 members 
Mstep: Class 30 contains 63724 members 
Mstep: Class 31 contains 12566 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 9992 members 
Mstep: Class 34 contains 21188 members 
Mstep: Class 35 contains 142401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110946760.000000 Penalty: 71970.890625
Iteration 69Q: 36 clusters Score -1.109468e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 24317 members 
Mstep: Class 6 contains 76039 members 
Mstep: Class 7 contains 19704 members 
Mstep: Class 8 contains 10845 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 89595 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 69920 members 
Mstep: Class 14 contains 71730 members 
Mstep: Class 15 contains 8487 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 42100 members 
Mstep: Class 19 contains 5310 members 
Mstep: Class 20 contains 23834 members 
Mstep: Class 21 contains 17362 members 
Mstep: Class 22 contains 21906 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8500 members 
Mstep: Class 26 contains 52508 members 
Mstep: Class 27 contains 18906 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 63575 members 
Mstep: Class 31 contains 12564 members 
Mstep: Class 32 contains 4479 members 
Mstep: Class 33 contains 9994 members 
Mstep: Class 34 contains 21014 members 
Mstep: Class 35 contains 142547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110947632.000000 Penalty: 71970.890625
Iteration 70Q: 36 clusters Score -1.109476e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4589 members 
Mstep: Class 3 contains 21032 members 
Mstep: Class 4 contains 6722 members 
Mstep: Class 5 contains 24371 members 
Mstep: Class 6 contains 75904 members 
Mstep: Class 7 contains 19729 members 
Mstep: Class 8 contains 10863 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88373 members 
Mstep: Class 11 contains 89483 members 
Mstep: Class 12 contains 9560 members 
Mstep: Class 13 contains 70021 members 
Mstep: Class 14 contains 71728 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 16 contains 16146 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 41426 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 23822 members 
Mstep: Class 21 contains 17364 members 
Mstep: Class 22 contains 22215 members 
Mstep: Class 23 contains 6560 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 53040 members 
Mstep: Class 27 contains 18924 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7965 members 
Mstep: Class 30 contains 63402 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 4525 members 
Mstep: Class 33 contains 9996 members 
Mstep: Class 34 contains 20854 members 
Mstep: Class 35 contains 142629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110947952.000000 Penalty: 71970.890625
Iteration 71Q: 36 clusters Score -1.10948e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 21016 members 
Mstep: Class 4 contains 6736 members 
Mstep: Class 5 contains 24443 members 
Mstep: Class 6 contains 75755 members 
Mstep: Class 7 contains 19769 members 
Mstep: Class 8 contains 10901 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88319 members 
Mstep: Class 11 contains 89383 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 70119 members 
Mstep: Class 14 contains 71712 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 16145 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 40712 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 23810 members 
Mstep: Class 21 contains 17369 members 
Mstep: Class 22 contains 22458 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8413 members 
Mstep: Class 26 contains 53612 members 
Mstep: Class 27 contains 18952 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 63225 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 4573 members 
Mstep: Class 33 contains 9998 members 
Mstep: Class 34 contains 20731 members 
Mstep: Class 35 contains 142726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110948528.000000 Penalty: 71970.890625
Iteration 72Q: 36 clusters Score -1.109485e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 20997 members 
Mstep: Class 4 contains 6753 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 75615 members 
Mstep: Class 7 contains 19800 members 
Mstep: Class 8 contains 10949 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88265 members 
Mstep: Class 11 contains 89301 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 70197 members 
Mstep: Class 14 contains 71707 members 
Mstep: Class 15 contains 8872 members 
Mstep: Class 16 contains 16153 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 39975 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 23799 members 
Mstep: Class 21 contains 17370 members 
Mstep: Class 22 contains 22702 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8377 members 
Mstep: Class 26 contains 54236 members 
Mstep: Class 27 contains 18976 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 63054 members 
Mstep: Class 31 contains 12573 members 
Mstep: Class 32 contains 4615 members 
Mstep: Class 33 contains 10002 members 
Mstep: Class 34 contains 20644 members 
Mstep: Class 35 contains 142786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110949456.000000 Penalty: 71970.890625
Iteration 73Q: 36 clusters Score -1.109495e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 6779 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 75491 members 
Mstep: Class 7 contains 19873 members 
Mstep: Class 8 contains 11008 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88230 members 
Mstep: Class 11 contains 89223 members 
Mstep: Class 12 contains 9557 members 
Mstep: Class 13 contains 70268 members 
Mstep: Class 14 contains 71696 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 16155 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 39177 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 23791 members 
Mstep: Class 21 contains 17376 members 
Mstep: Class 22 contains 22936 members 
Mstep: Class 23 contains 6712 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8346 members 
Mstep: Class 26 contains 54872 members 
Mstep: Class 27 contains 18999 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 62848 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 4654 members 
Mstep: Class 33 contains 10006 members 
Mstep: Class 34 contains 20566 members 
Mstep: Class 35 contains 142822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110950280.000000 Penalty: 71970.890625
Iteration 74Q: 36 clusters Score -1.109503e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 24610 members 
Mstep: Class 6 contains 75391 members 
Mstep: Class 7 contains 19909 members 
Mstep: Class 8 contains 11116 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88208 members 
Mstep: Class 11 contains 89142 members 
Mstep: Class 12 contains 9545 members 
Mstep: Class 13 contains 70326 members 
Mstep: Class 14 contains 71697 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 16158 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 23782 members 
Mstep: Class 21 contains 17379 members 
Mstep: Class 22 contains 23118 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8319 members 
Mstep: Class 26 contains 55561 members 
Mstep: Class 27 contains 19037 members 
Mstep: Class 28 contains 20594 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 62646 members 
Mstep: Class 31 contains 12582 members 
Mstep: Class 32 contains 4688 members 
Mstep: Class 33 contains 10008 members 
Mstep: Class 34 contains 20491 members 
Mstep: Class 35 contains 142852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110951152.000000 Penalty: 71970.890625
Iteration 75Q: 36 clusters Score -1.109512e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 20951 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 75289 members 
Mstep: Class 7 contains 19969 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88162 members 
Mstep: Class 11 contains 89099 members 
Mstep: Class 12 contains 9543 members 
Mstep: Class 13 contains 70362 members 
Mstep: Class 14 contains 71680 members 
Mstep: Class 15 contains 9147 members 
Mstep: Class 16 contains 16169 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 37682 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 23775 members 
Mstep: Class 21 contains 17381 members 
Mstep: Class 22 contains 23309 members 
Mstep: Class 23 contains 6789 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8288 members 
Mstep: Class 26 contains 56219 members 
Mstep: Class 27 contains 19077 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 62441 members 
Mstep: Class 31 contains 12579 members 
Mstep: Class 32 contains 4722 members 
Mstep: Class 33 contains 10008 members 
Mstep: Class 34 contains 20412 members 
Mstep: Class 35 contains 142858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110951776.000000 Penalty: 71970.890625
Iteration 76Q: 36 clusters Score -1.109518e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 20929 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 24608 members 
Mstep: Class 6 contains 75177 members 
Mstep: Class 7 contains 20015 members 
Mstep: Class 8 contains 11289 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88127 members 
Mstep: Class 11 contains 89080 members 
Mstep: Class 12 contains 9535 members 
Mstep: Class 13 contains 70346 members 
Mstep: Class 14 contains 71679 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 16178 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 37023 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 23770 members 
Mstep: Class 21 contains 17385 members 
Mstep: Class 22 contains 23496 members 
Mstep: Class 23 contains 6833 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 56889 members 
Mstep: Class 27 contains 19114 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7971 members 
Mstep: Class 30 contains 62247 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 4755 members 
Mstep: Class 33 contains 10008 members 
Mstep: Class 34 contains 20346 members 
Mstep: Class 35 contains 142848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110952216.000000 Penalty: 71970.890625
Iteration 77Q: 36 clusters Score -1.109522e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 20908 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 24594 members 
Mstep: Class 6 contains 75068 members 
Mstep: Class 7 contains 20061 members 
Mstep: Class 8 contains 11382 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88082 members 
Mstep: Class 11 contains 89073 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 70309 members 
Mstep: Class 14 contains 71676 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 16189 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 23763 members 
Mstep: Class 21 contains 17387 members 
Mstep: Class 22 contains 23654 members 
Mstep: Class 23 contains 6879 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8237 members 
Mstep: Class 26 contains 57506 members 
Mstep: Class 27 contains 19148 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7971 members 
Mstep: Class 30 contains 62027 members 
Mstep: Class 31 contains 12585 members 
Mstep: Class 32 contains 4786 members 
Mstep: Class 33 contains 10007 members 
Mstep: Class 34 contains 20284 members 
Mstep: Class 35 contains 142836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110953184.000000 Penalty: 71970.890625
Iteration 78Q: 36 clusters Score -1.109532e+08 nChanged 2440
Entering ConstructFrom: 
Score: -110953184.000000 Penalty: 71970.890625
Entering ConstructFrom: 
Trying to split cluster 1 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47760.445312 Penalty: 912.002686
	Iteration 0F: 2 clusters Score -47760.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46895.632812 Penalty: 1824.005371
	Iteration 0F: 3 clusters Score -46895.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47103.582031 Penalty: 1824.005371
	Iteration 1F: 3 clusters Score -47103.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47170.156250 Penalty: 1824.005371
	Iteration 2F: 3 clusters Score -47170.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47219.332031 Penalty: 1824.005371
	Iteration 3Q: 3 clusters Score -47219.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47282.566406 Penalty: 1824.005371
	Iteration 4Q: 3 clusters Score -47282.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47329.542969 Penalty: 1824.005371
	Iteration 5Q: 3 clusters Score -47329.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47402.050781 Penalty: 1824.005371
	Iteration 6Q: 3 clusters Score -47402.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47465.968750 Penalty: 1824.005371
	Iteration 7Q: 3 clusters Score -47465.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47577.308594 Penalty: 1824.005371
	Iteration 8Q: 3 clusters Score -47577.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47657.957031 Penalty: 1824.005371
	Iteration 9Q: 3 clusters Score -47657.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47692.796875 Penalty: 1824.005371
	Iteration 10Q: 3 clusters Score -47692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47714.718750 Penalty: 1824.005371
	Iteration 11Q: 3 clusters Score -47714.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47718.324219 Penalty: 1824.005371
	Iteration 12Q: 3 clusters Score -47718.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47721.046875 Penalty: 1824.005371
	Iteration 13Q: 3 clusters Score -47721.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47726.316406 Penalty: 1824.005371
	Iteration 14Q: 3 clusters Score -47726.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47728.562500 Penalty: 1824.005371
	Iteration 15Q: 3 clusters Score -47728.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47732.234375 Penalty: 1824.005371
	Iteration 16Q: 3 clusters Score -47732.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47737.007812 Penalty: 1824.005371
	Iteration 17Q: 3 clusters Score -47737.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47758.867188 Penalty: 1824.005371
	Iteration 18Q: 3 clusters Score -47758.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47775.992188 Penalty: 1824.005371
	Iteration 19Q: 3 clusters Score -47775.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47798.117188 Penalty: 1824.005371
	Iteration 20F: 3 clusters Score -47798.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47806.605469 Penalty: 1824.005371
	Iteration 21Q: 3 clusters Score -47806.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47814.398438 Penalty: 1824.005371
	Iteration 22Q: 3 clusters Score -47814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47818.042969 Penalty: 1824.005371
	Iteration 23Q: 3 clusters Score -47818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47818.042969 Penalty: 1824.005371
	Iteration 24F: 3 clusters Score -47818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 74953 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88076 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 179 members 
Entering Unmasked Estep 
Score: -110951976.000000 Penalty: 74027.203125
Splitting cluster 1 changes total score from -110953184.000000 to -110951976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -494409.843750 Penalty: 1256.014893
	Iteration 0F: 2 clusters Score -494409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -490935.156250 Penalty: 2512.029785
	Iteration 0F: 3 clusters Score -490935.2 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -492013.562500 Penalty: 2512.029785
	Iteration 1F: 3 clusters Score -492013.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -492270.468750 Penalty: 2512.029785
	Iteration 2F: 3 clusters Score -492270.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -492494.093750 Penalty: 2512.029785
	Iteration 3F: 3 clusters Score -492494.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -492715.656250 Penalty: 2512.029785
	Iteration 4F: 3 clusters Score -492715.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -492920.843750 Penalty: 2512.029785
	Iteration 5Q: 3 clusters Score -492920.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -493088.031250 Penalty: 2512.029785
	Iteration 6Q: 3 clusters Score -493088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -493237.906250 Penalty: 2512.029785
	Iteration 7Q: 3 clusters Score -493237.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -493368.156250 Penalty: 2512.029785
	Iteration 8Q: 3 clusters Score -493368.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -493501.000000 Penalty: 2512.029785
	Iteration 9Q: 3 clusters Score -493501 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -493603.500000 Penalty: 2512.029785
	Iteration 10Q: 3 clusters Score -493603.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -493697.781250 Penalty: 2512.029785
	Iteration 11Q: 3 clusters Score -493697.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -493780.375000 Penalty: 2512.029785
	Iteration 12Q: 3 clusters Score -493780.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -493850.125000 Penalty: 2512.029785
	Iteration 13Q: 3 clusters Score -493850.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -493892.437500 Penalty: 2512.029785
	Iteration 14Q: 3 clusters Score -493892.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -493918.500000 Penalty: 2512.029785
	Iteration 15Q: 3 clusters Score -493918.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -493937.000000 Penalty: 2512.029785
	Iteration 16Q: 3 clusters Score -493937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -493947.062500 Penalty: 2512.029785
	Iteration 17Q: 3 clusters Score -493947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -493955.250000 Penalty: 2512.029785
	Iteration 18Q: 3 clusters Score -493955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -493959.781250 Penalty: 2512.029785
	Iteration 19Q: 3 clusters Score -493959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -493963.843750 Penalty: 2512.029785
	Iteration 20F: 3 clusters Score -493963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -493968.750000 Penalty: 2512.029785
	Iteration 21Q: 3 clusters Score -493968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -493971.000000 Penalty: 2512.029785
	Iteration 22Q: 3 clusters Score -493971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -493974.218750 Penalty: 2512.029785
	Iteration 23Q: 3 clusters Score -493974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -493973.562500 Penalty: 2512.029785
	Iteration 24Q: 3 clusters Score -493973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -493975.062500 Penalty: 2512.029785
	Iteration 25Q: 3 clusters Score -493975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -493975.468750 Penalty: 2512.029785
	Iteration 26Q: 3 clusters Score -493975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -493977.218750 Penalty: 2512.029785
	Iteration 27Q: 3 clusters Score -493977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -493977.031250 Penalty: 2512.029785
	Iteration 28Q: 3 clusters Score -493977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -493978.687500 Penalty: 2512.029785
	Iteration 29Q: 3 clusters Score -493978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -493978.687500 Penalty: 2512.029785
	Iteration 30F: 3 clusters Score -493978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Entering Unmasked Estep 
Score: -2360876.750000 Penalty: 1480.124634
	Iteration 0F: 2 clusters Score -2360877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2347109.750000 Penalty: 2960.249268
	Iteration 0F: 3 clusters Score -2347110 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2352210.250000 Penalty: 2960.249268
	Iteration 1F: 3 clusters Score -2352210 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2352618.750000 Penalty: 2960.249268
	Iteration 2F: 3 clusters Score -2352619 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2353033.750000 Penalty: 2960.249268
	Iteration 3Q: 3 clusters Score -2353034 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2353419.750000 Penalty: 2960.249268
	Iteration 4Q: 3 clusters Score -2353420 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2353868.750000 Penalty: 2960.249268
	Iteration 5Q: 3 clusters Score -2353869 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2354356.250000 Penalty: 2960.249268
	Iteration 6Q: 3 clusters Score -2354356 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2354919.500000 Penalty: 2960.249268
	Iteration 7Q: 3 clusters Score -2354920 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2355569.500000 Penalty: 2960.249268
	Iteration 8F: 3 clusters Score -2355570 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2356286.500000 Penalty: 2960.249268
	Iteration 9F: 3 clusters Score -2356286 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2357095.000000 Penalty: 2960.249268
	Iteration 10F: 3 clusters Score -2357095 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2357866.500000 Penalty: 2960.249268
	Iteration 11Q: 3 clusters Score -2357866 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2358427.750000 Penalty: 2960.249268
	Iteration 12Q: 3 clusters Score -2358428 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2358834.750000 Penalty: 2960.249268
	Iteration 13Q: 3 clusters Score -2358835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2359190.000000 Penalty: 2960.249268
	Iteration 14Q: 3 clusters Score -2359190 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2359422.000000 Penalty: 2960.249268
	Iteration 15Q: 3 clusters Score -2359422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2359563.750000 Penalty: 2960.249268
	Iteration 16Q: 3 clusters Score -2359564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2359641.500000 Penalty: 2960.249268
	Iteration 17Q: 3 clusters Score -2359642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2359696.000000 Penalty: 2960.249268
	Iteration 18Q: 3 clusters Score -2359696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2359731.000000 Penalty: 2960.249268
	Iteration 19Q: 3 clusters Score -2359731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2359756.500000 Penalty: 2960.249268
	Iteration 20F: 3 clusters Score -2359756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2359768.000000 Penalty: 2960.249268
	Iteration 21Q: 3 clusters Score -2359768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2359776.250000 Penalty: 2960.249268
	Iteration 22Q: 3 clusters Score -2359776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2359783.250000 Penalty: 2960.249268
	Iteration 23Q: 3 clusters Score -2359783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2359784.750000 Penalty: 2960.249268
	Iteration 24Q: 3 clusters Score -2359785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2359783.750000 Penalty: 2960.249268
	Iteration 25Q: 3 clusters Score -2359784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2359782.500000 Penalty: 2960.249268
	Iteration 26Q: 3 clusters Score -2359782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2359787.000000 Penalty: 2960.249268
	Iteration 27Q: 3 clusters Score -2359787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2359787.000000 Penalty: 2960.249268
	Iteration 28Q: 3 clusters Score -2359787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2359787.500000 Penalty: 2960.249268
	Iteration 29Q: 3 clusters Score -2359788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2359790.500000 Penalty: 2960.249268
	Iteration 30Q: 3 clusters Score -2359790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2359793.000000 Penalty: 2960.249268
	Iteration 31Q: 3 clusters Score -2359793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2359793.000000 Penalty: 2960.249268
	Iteration 32F: 3 clusters Score -2359793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -751927.312500 Penalty: 1316.871704
	Iteration 0F: 2 clusters Score -751927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -747065.437500 Penalty: 2633.743408
	Iteration 0F: 3 clusters Score -747065.4 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -748580.687500 Penalty: 2633.743408
	Iteration 1F: 3 clusters Score -748580.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -748860.562500 Penalty: 2633.743408
	Iteration 2F: 3 clusters Score -748860.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -749071.687500 Penalty: 2633.743408
	Iteration 3F: 3 clusters Score -749071.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -749228.312500 Penalty: 2633.743408
	Iteration 4Q: 3 clusters Score -749228.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -749335.187500 Penalty: 2633.743408
	Iteration 5Q: 3 clusters Score -749335.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -749430.250000 Penalty: 2633.743408
	Iteration 6Q: 3 clusters Score -749430.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -749511.062500 Penalty: 2633.743408
	Iteration 7Q: 3 clusters Score -749511.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -749586.812500 Penalty: 2633.743408
	Iteration 8Q: 3 clusters Score -749586.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -749647.312500 Penalty: 2633.743408
	Iteration 9Q: 3 clusters Score -749647.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -749715.375000 Penalty: 2633.743408
	Iteration 10Q: 3 clusters Score -749715.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -749795.937500 Penalty: 2633.743408
	Iteration 11Q: 3 clusters Score -749795.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -749878.937500 Penalty: 2633.743408
	Iteration 12Q: 3 clusters Score -749878.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -749973.312500 Penalty: 2633.743408
	Iteration 13Q: 3 clusters Score -749973.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -750080.875000 Penalty: 2633.743408
	Iteration 14Q: 3 clusters Score -750080.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -750198.687500 Penalty: 2633.743408
	Iteration 15Q: 3 clusters Score -750198.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -750307.187500 Penalty: 2633.743408
	Iteration 16Q: 3 clusters Score -750307.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -750389.437500 Penalty: 2633.743408
	Iteration 17Q: 3 clusters Score -750389.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -750453.562500 Penalty: 2633.743408
	Iteration 18Q: 3 clusters Score -750453.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -750508.312500 Penalty: 2633.743408
	Iteration 19Q: 3 clusters Score -750508.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -750551.312500 Penalty: 2633.743408
	Iteration 20F: 3 clusters Score -750551.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -750590.437500 Penalty: 2633.743408
	Iteration 21Q: 3 clusters Score -750590.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -750626.562500 Penalty: 2633.743408
	Iteration 22Q: 3 clusters Score -750626.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -750662.687500 Penalty: 2633.743408
	Iteration 23Q: 3 clusters Score -750662.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -750704.687500 Penalty: 2633.743408
	Iteration 24Q: 3 clusters Score -750704.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -750741.625000 Penalty: 2633.743408
	Iteration 25Q: 3 clusters Score -750741.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -750772.312500 Penalty: 2633.743408
	Iteration 26Q: 3 clusters Score -750772.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -750802.437500 Penalty: 2633.743408
	Iteration 27Q: 3 clusters Score -750802.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -750826.875000 Penalty: 2633.743408
	Iteration 28Q: 3 clusters Score -750826.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -750850.687500 Penalty: 2633.743408
	Iteration 29Q: 3 clusters Score -750850.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -750873.812500 Penalty: 2633.743408
	Iteration 30Q: 3 clusters Score -750873.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -750893.750000 Penalty: 2633.743408
	Iteration 31Q: 3 clusters Score -750893.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -750910.062500 Penalty: 2633.743408
	Iteration 32Q: 3 clusters Score -750910.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -750923.437500 Penalty: 2633.743408
	Iteration 33Q: 3 clusters Score -750923.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -750938.562500 Penalty: 2633.743408
	Iteration 34Q: 3 clusters Score -750938.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -750948.062500 Penalty: 2633.743408
	Iteration 35Q: 3 clusters Score -750948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -750955.687500 Penalty: 2633.743408
	Iteration 36Q: 3 clusters Score -750955.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -750960.250000 Penalty: 2633.743408
	Iteration 37Q: 3 clusters Score -750960.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -750966.375000 Penalty: 2633.743408
	Iteration 38Q: 3 clusters Score -750966.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -750972.500000 Penalty: 2633.743408
	Iteration 39Q: 3 clusters Score -750972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -750980.125000 Penalty: 2633.743408
	Iteration 40F: 3 clusters Score -750980.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -750986.562500 Penalty: 2633.743408
	Iteration 41Q: 3 clusters Score -750986.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -750990.875000 Penalty: 2633.743408
	Iteration 42Q: 3 clusters Score -750990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -750994.562500 Penalty: 2633.743408
	Iteration 43Q: 3 clusters Score -750994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -750998.000000 Penalty: 2633.743408
	Iteration 44Q: 3 clusters Score -750998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -750998.750000 Penalty: 2633.743408
	Iteration 45Q: 3 clusters Score -750998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -751001.562500 Penalty: 2633.743408
	Iteration 46Q: 3 clusters Score -751001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -751004.375000 Penalty: 2633.743408
	Iteration 47Q: 3 clusters Score -751004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -751007.625000 Penalty: 2633.743408
	Iteration 48Q: 3 clusters Score -751007.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -751008.437500 Penalty: 2633.743408
	Iteration 49Q: 3 clusters Score -751008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -751011.125000 Penalty: 2633.743408
	Iteration 50Q: 3 clusters Score -751011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -751011.750000 Penalty: 2633.743408
	Iteration 51Q: 3 clusters Score -751011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -751010.250000 Penalty: 2633.743408
	Iteration 52Q: 3 clusters Score -751010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -751013.500000 Penalty: 2633.743408
	Iteration 53Q: 3 clusters Score -751013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -751013.187500 Penalty: 2633.743408
	Iteration 54Q: 3 clusters Score -751013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -751012.562500 Penalty: 2633.743408
	Iteration 55Q: 3 clusters Score -751012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -751014.187500 Penalty: 2633.743408
	Iteration 56Q: 3 clusters Score -751014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -751016.375000 Penalty: 2633.743408
	Iteration 57Q: 3 clusters Score -751016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -751017.187500 Penalty: 2633.743408
	Iteration 58Q: 3 clusters Score -751017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -751018.937500 Penalty: 2633.743408
	Iteration 59Q: 3 clusters Score -751018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -751020.187500 Penalty: 2633.743408
	Iteration 60F: 3 clusters Score -751020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -751022.187500 Penalty: 2633.743408
	Iteration 61Q: 3 clusters Score -751022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -751023.750000 Penalty: 2633.743408
	Iteration 62Q: 3 clusters Score -751023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -751025.500000 Penalty: 2633.743408
	Iteration 63Q: 3 clusters Score -751025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -751025.625000 Penalty: 2633.743408
	Iteration 64Q: 3 clusters Score -751025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -751026.312500 Penalty: 2633.743408
	Iteration 65Q: 3 clusters Score -751026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -751026.437500 Penalty: 2633.743408
	Iteration 66Q: 3 clusters Score -751026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -751027.687500 Penalty: 2633.743408
	Iteration 67Q: 3 clusters Score -751027.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -751031.062500 Penalty: 2633.743408
	Iteration 68Q: 3 clusters Score -751031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -751031.750000 Penalty: 2633.743408
	Iteration 69Q: 3 clusters Score -751031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -751030.187500 Penalty: 2633.743408
	Iteration 70Q: 3 clusters Score -751030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -751032.187500 Penalty: 2633.743408
	Iteration 71Q: 3 clusters Score -751032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -751033.062500 Penalty: 2633.743408
	Iteration 72Q: 3 clusters Score -751033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -751034.250000 Penalty: 2633.743408
	Iteration 73Q: 3 clusters Score -751034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -751035.312500 Penalty: 2633.743408
	Iteration 74Q: 3 clusters Score -751035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -751035.250000 Penalty: 2633.743408
	Iteration 75Q: 3 clusters Score -751035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -751033.437500 Penalty: 2633.743408
	Iteration 76Q: 3 clusters Score -751033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -751035.062500 Penalty: 2633.743408
	Iteration 77Q: 3 clusters Score -751035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -751035.250000 Penalty: 2633.743408
	Iteration 78Q: 3 clusters Score -751035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -751036.062500 Penalty: 2633.743408
	Iteration 79Q: 3 clusters Score -751036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -751035.875000 Penalty: 2633.743408
	Iteration 80F: 3 clusters Score -751035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -751037.062500 Penalty: 2633.743408
	Iteration 81Q: 3 clusters Score -751037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -751037.062500 Penalty: 2633.743408
	Iteration 82F: 3 clusters Score -751037.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Entering Unmasked Estep 
Score: -2644174.500000 Penalty: 1504.085449
	Iteration 0F: 2 clusters Score -2644174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2628075.000000 Penalty: 3008.170898
	Iteration 0F: 3 clusters Score -2628075 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2634100.750000 Penalty: 3008.170898
	Iteration 1F: 3 clusters Score -2634101 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2634543.750000 Penalty: 3008.170898
	Iteration 2F: 3 clusters Score -2634544 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2634940.000000 Penalty: 3008.170898
	Iteration 3Q: 3 clusters Score -2634940 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2635309.250000 Penalty: 3008.170898
	Iteration 4Q: 3 clusters Score -2635309 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2635641.500000 Penalty: 3008.170898
	Iteration 5Q: 3 clusters Score -2635642 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2635988.250000 Penalty: 3008.170898
	Iteration 6Q: 3 clusters Score -2635988 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2636420.750000 Penalty: 3008.170898
	Iteration 7Q: 3 clusters Score -2636421 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2636842.500000 Penalty: 3008.170898
	Iteration 8Q: 3 clusters Score -2636842 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2637278.000000 Penalty: 3008.170898
	Iteration 9Q: 3 clusters Score -2637278 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2637743.000000 Penalty: 3008.170898
	Iteration 10Q: 3 clusters Score -2637743 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2638310.250000 Penalty: 3008.170898
	Iteration 11Q: 3 clusters Score -2638310 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2638911.750000 Penalty: 3008.170898
	Iteration 12Q: 3 clusters Score -2638912 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2639560.250000 Penalty: 3008.170898
	Iteration 13Q: 3 clusters Score -2639560 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2640296.500000 Penalty: 3008.170898
	Iteration 14Q: 3 clusters Score -2640296 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2641174.000000 Penalty: 3008.170898
	Iteration 15Q: 3 clusters Score -2641174 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2641986.250000 Penalty: 3008.170898
	Iteration 16Q: 3 clusters Score -2641986 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2642677.000000 Penalty: 3008.170898
	Iteration 17Q: 3 clusters Score -2642677 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2643170.500000 Penalty: 3008.170898
	Iteration 18Q: 3 clusters Score -2643170 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2643483.000000 Penalty: 3008.170898
	Iteration 19Q: 3 clusters Score -2643483 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2643752.500000 Penalty: 3008.170898
	Iteration 20F: 3 clusters Score -2643752 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2643944.750000 Penalty: 3008.170898
	Iteration 21Q: 3 clusters Score -2643945 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2644070.000000 Penalty: 3008.170898
	Iteration 22Q: 3 clusters Score -2644070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2644157.750000 Penalty: 3008.170898
	Iteration 23Q: 3 clusters Score -2644158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2644210.750000 Penalty: 3008.170898
	Iteration 24Q: 3 clusters Score -2644211 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2644253.750000 Penalty: 3008.170898
	Iteration 25Q: 3 clusters Score -2644254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2644275.500000 Penalty: 3008.170898
	Iteration 26Q: 3 clusters Score -2644276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2644292.500000 Penalty: 3008.170898
	Iteration 27Q: 3 clusters Score -2644292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2644310.500000 Penalty: 3008.170898
	Iteration 28Q: 3 clusters Score -2644310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2644318.750000 Penalty: 3008.170898
	Iteration 29Q: 3 clusters Score -2644319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2644315.000000 Penalty: 3008.170898
	Iteration 30Q: 3 clusters Score -2644315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2644312.750000 Penalty: 3008.170898
	Iteration 31Q: 3 clusters Score -2644313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2644313.500000 Penalty: 3008.170898
	Iteration 32Q: 3 clusters Score -2644314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2644322.250000 Penalty: 3008.170898
	Iteration 33Q: 3 clusters Score -2644322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2644323.500000 Penalty: 3008.170898
	Iteration 34Q: 3 clusters Score -2644324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2644323.250000 Penalty: 3008.170898
	Iteration 35Q: 3 clusters Score -2644323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2644323.500000 Penalty: 3008.170898
	Iteration 36Q: 3 clusters Score -2644324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2644327.000000 Penalty: 3008.170898
	Iteration 37Q: 3 clusters Score -2644327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2644328.500000 Penalty: 3008.170898
	Iteration 38Q: 3 clusters Score -2644328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2644331.000000 Penalty: 3008.170898
	Iteration 39Q: 3 clusters Score -2644331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2644330.000000 Penalty: 3008.170898
	Iteration 40F: 3 clusters Score -2644330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2644330.000000 Penalty: 3008.170898
	Iteration 41Q: 3 clusters Score -2644330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2644332.750000 Penalty: 3008.170898
	Iteration 42Q: 3 clusters Score -2644333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2644332.750000 Penalty: 3008.170898
	Iteration 43F: 3 clusters Score -2644333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 74953 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88076 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 16042 members 
Entering Unmasked Estep 
Score: -110952904.000000 Penalty: 74027.203125
Splitting cluster 5 changes total score from -110953184.000000 to -110952904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (74953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Entering Unmasked Estep 
Score: -8539359.000000 Penalty: 1670.223022
	Iteration 0F: 2 clusters Score -8539359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -8490767.000000 Penalty: 3340.446045
	Iteration 0F: 3 clusters Score -8490767 nChanged 35100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -8510498.000000 Penalty: 3340.446045
	Iteration 1F: 3 clusters Score -8510498 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8511145.000000 Penalty: 3340.446045
	Iteration 2Q: 3 clusters Score -8511145 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -8511859.000000 Penalty: 3340.446045
	Iteration 3Q: 3 clusters Score -8511859 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -8512726.000000 Penalty: 3340.446045
	Iteration 4Q: 3 clusters Score -8512726 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -8513915.000000 Penalty: 3340.446045
	Iteration 5Q: 3 clusters Score -8513915 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8515745.000000 Penalty: 3340.446045
	Iteration 6Q: 3 clusters Score -8515745 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -8518398.000000 Penalty: 3340.446045
	Iteration 7F: 3 clusters Score -8518398 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -8522385.000000 Penalty: 3340.446045
	Iteration 8F: 3 clusters Score -8522385 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -8527210.000000 Penalty: 3340.446045
	Iteration 9F: 3 clusters Score -8527210 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -8531438.000000 Penalty: 3340.446045
	Iteration 10F: 3 clusters Score -8531438 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -8534285.000000 Penalty: 3340.446045
	Iteration 11Q: 3 clusters Score -8534285 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -8535888.000000 Penalty: 3340.446045
	Iteration 12Q: 3 clusters Score -8535888 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -8536641.000000 Penalty: 3340.446045
	Iteration 13Q: 3 clusters Score -8536641 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -8537188.000000 Penalty: 3340.446045
	Iteration 14Q: 3 clusters Score -8537188 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -8537522.000000 Penalty: 3340.446045
	Iteration 15Q: 3 clusters Score -8537522 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -8537807.000000 Penalty: 3340.446045
	Iteration 16Q: 3 clusters Score -8537807 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -8538050.000000 Penalty: 3340.446045
	Iteration 17Q: 3 clusters Score -8538050 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -8538216.000000 Penalty: 3340.446045
	Iteration 18Q: 3 clusters Score -8538216 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -8538397.000000 Penalty: 3340.446045
	Iteration 19Q: 3 clusters Score -8538397 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8538524.000000 Penalty: 3340.446045
	Iteration 20F: 3 clusters Score -8538524 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -8538665.000000 Penalty: 3340.446045
	Iteration 21Q: 3 clusters Score -8538665 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8538779.000000 Penalty: 3340.446045
	Iteration 22Q: 3 clusters Score -8538779 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -8538873.000000 Penalty: 3340.446045
	Iteration 23Q: 3 clusters Score -8538873 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8538987.000000 Penalty: 3340.446045
	Iteration 24Q: 3 clusters Score -8538987 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -8539118.000000 Penalty: 3340.446045
	Iteration 25Q: 3 clusters Score -8539118 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -8539161.000000 Penalty: 3340.446045
	Iteration 26Q: 3 clusters Score -8539161 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8539258.000000 Penalty: 3340.446045
	Iteration 27Q: 3 clusters Score -8539258 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -8539298.000000 Penalty: 3340.446045
	Iteration 28Q: 3 clusters Score -8539298 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8539359.000000 Penalty: 3340.446045
	Iteration 29Q: 3 clusters Score -8539359 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -8539442.000000 Penalty: 3340.446045
	Iteration 30Q: 3 clusters Score -8539442 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -8539494.000000 Penalty: 3340.446045
	Iteration 31Q: 3 clusters Score -8539494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8539550.000000 Penalty: 3340.446045
	Iteration 32Q: 3 clusters Score -8539550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8539619.000000 Penalty: 3340.446045
	Iteration 33Q: 3 clusters Score -8539619 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8539673.000000 Penalty: 3340.446045
	Iteration 34Q: 3 clusters Score -8539673 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8539765.000000 Penalty: 3340.446045
	Iteration 35Q: 3 clusters Score -8539765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8539820.000000 Penalty: 3340.446045
	Iteration 36Q: 3 clusters Score -8539820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8539847.000000 Penalty: 3340.446045
	Iteration 37Q: 3 clusters Score -8539847 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8539874.000000 Penalty: 3340.446045
	Iteration 38Q: 3 clusters Score -8539874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -8539893.000000 Penalty: 3340.446045
	Iteration 39Q: 3 clusters Score -8539893 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8539908.000000 Penalty: 3340.446045
	Iteration 40F: 3 clusters Score -8539908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8539927.000000 Penalty: 3340.446045
	Iteration 41Q: 3 clusters Score -8539927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8539954.000000 Penalty: 3340.446045
	Iteration 42Q: 3 clusters Score -8539954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -8539929.000000 Penalty: 3340.446045
	Iteration 43Q: 3 clusters Score -8539929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8539946.000000 Penalty: 3340.446045
	Iteration 44Q: 3 clusters Score -8539946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8539944.000000 Penalty: 3340.446045
	Iteration 45Q: 3 clusters Score -8539944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -8539951.000000 Penalty: 3340.446045
	Iteration 46Q: 3 clusters Score -8539951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -8539954.000000 Penalty: 3340.446045
	Iteration 47Q: 3 clusters Score -8539954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -8539953.000000 Penalty: 3340.446045
	Iteration 48Q: 3 clusters Score -8539953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8539964.000000 Penalty: 3340.446045
	Iteration 49Q: 3 clusters Score -8539964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8539966.000000 Penalty: 3340.446045
	Iteration 50Q: 3 clusters Score -8539966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8539971.000000 Penalty: 3340.446045
	Iteration 51Q: 3 clusters Score -8539971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8539962.000000 Penalty: 3340.446045
	Iteration 52Q: 3 clusters Score -8539962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8539980.000000 Penalty: 3340.446045
	Iteration 53Q: 3 clusters Score -8539980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8539989.000000 Penalty: 3340.446045
	Iteration 54Q: 3 clusters Score -8539989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8540004.000000 Penalty: 3340.446045
	Iteration 55Q: 3 clusters Score -8540004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8540010.000000 Penalty: 3340.446045
	Iteration 56Q: 3 clusters Score -8540010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8539998.000000 Penalty: 3340.446045
	Iteration 57Q: 3 clusters Score -8539998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8539981.000000 Penalty: 3340.446045
	Iteration 58Q: 3 clusters Score -8539981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8539978.000000 Penalty: 3340.446045
	Iteration 59Q: 3 clusters Score -8539978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8539987.000000 Penalty: 3340.446045
	Iteration 60F: 3 clusters Score -8539987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8539990.000000 Penalty: 3340.446045
	Iteration 61Q: 3 clusters Score -8539990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8539992.000000 Penalty: 3340.446045
	Iteration 62Q: 3 clusters Score -8539992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8539999.000000 Penalty: 3340.446045
	Iteration 63Q: 3 clusters Score -8539999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8540001.000000 Penalty: 3340.446045
	Iteration 64Q: 3 clusters Score -8540001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8540001.000000 Penalty: 3340.446045
	Iteration 65Q: 3 clusters Score -8540001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8540007.000000 Penalty: 3340.446045
	Iteration 66Q: 3 clusters Score -8540007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8539999.000000 Penalty: 3340.446045
	Iteration 67Q: 3 clusters Score -8539999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -8540009.000000 Penalty: 3340.446045
	Iteration 68Q: 3 clusters Score -8540009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8540003.000000 Penalty: 3340.446045
	Iteration 69Q: 3 clusters Score -8540003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8540010.000000 Penalty: 3340.446045
	Iteration 70Q: 3 clusters Score -8540010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8540007.000000 Penalty: 3340.446045
	Iteration 71Q: 3 clusters Score -8540007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8540007.000000 Penalty: 3340.446045
	Iteration 72Q: 3 clusters Score -8540007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8540005.000000 Penalty: 3340.446045
	Iteration 73Q: 3 clusters Score -8540005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8540005.000000 Penalty: 3340.446045
	Iteration 74F: 3 clusters Score -8540005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 88076 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Entering Unmasked Estep 
Score: -110953592.000000 Penalty: 74027.203125
Splitting cluster 6 changes total score from -110953184.000000 to -110953592.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (20086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Entering Unmasked Estep 
Score: -2230361.000000 Penalty: 1474.277466
	Iteration 0F: 2 clusters Score -2230361 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 10181 members 
Entering Unmasked Estep 
Score: -2217231.000000 Penalty: 2948.554932
	Iteration 0F: 3 clusters Score -2217231 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2222055.500000 Penalty: 2948.554932
	Iteration 1F: 3 clusters Score -2222056 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2222692.500000 Penalty: 2948.554932
	Iteration 2F: 3 clusters Score -2222692 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2223273.500000 Penalty: 2948.554932
	Iteration 3F: 3 clusters Score -2223274 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2223884.500000 Penalty: 2948.554932
	Iteration 4F: 3 clusters Score -2223884 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2224550.750000 Penalty: 2948.554932
	Iteration 5F: 3 clusters Score -2224551 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2225348.000000 Penalty: 2948.554932
	Iteration 6F: 3 clusters Score -2225348 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2226215.500000 Penalty: 2948.554932
	Iteration 7F: 3 clusters Score -2226216 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2227014.000000 Penalty: 2948.554932
	Iteration 8F: 3 clusters Score -2227014 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2227706.750000 Penalty: 2948.554932
	Iteration 9Q: 3 clusters Score -2227707 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2228280.500000 Penalty: 2948.554932
	Iteration 10Q: 3 clusters Score -2228280 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2228673.250000 Penalty: 2948.554932
	Iteration 11Q: 3 clusters Score -2228673 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2228920.750000 Penalty: 2948.554932
	Iteration 12Q: 3 clusters Score -2228921 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2229088.750000 Penalty: 2948.554932
	Iteration 13Q: 3 clusters Score -2229089 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2229193.000000 Penalty: 2948.554932
	Iteration 14Q: 3 clusters Score -2229193 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2229273.500000 Penalty: 2948.554932
	Iteration 15Q: 3 clusters Score -2229274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2229347.750000 Penalty: 2948.554932
	Iteration 16Q: 3 clusters Score -2229348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2229409.000000 Penalty: 2948.554932
	Iteration 17Q: 3 clusters Score -2229409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2229479.000000 Penalty: 2948.554932
	Iteration 18Q: 3 clusters Score -2229479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2229526.250000 Penalty: 2948.554932
	Iteration 19Q: 3 clusters Score -2229526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2229563.250000 Penalty: 2948.554932
	Iteration 20F: 3 clusters Score -2229563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2229601.500000 Penalty: 2948.554932
	Iteration 21Q: 3 clusters Score -2229602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2229627.500000 Penalty: 2948.554932
	Iteration 22Q: 3 clusters Score -2229628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2229647.750000 Penalty: 2948.554932
	Iteration 23Q: 3 clusters Score -2229648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2229660.500000 Penalty: 2948.554932
	Iteration 24Q: 3 clusters Score -2229660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2229678.000000 Penalty: 2948.554932
	Iteration 25Q: 3 clusters Score -2229678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2229693.000000 Penalty: 2948.554932
	Iteration 26Q: 3 clusters Score -2229693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2229710.000000 Penalty: 2948.554932
	Iteration 27Q: 3 clusters Score -2229710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2229711.500000 Penalty: 2948.554932
	Iteration 28Q: 3 clusters Score -2229712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2229719.500000 Penalty: 2948.554932
	Iteration 29Q: 3 clusters Score -2229720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2229724.750000 Penalty: 2948.554932
	Iteration 30Q: 3 clusters Score -2229725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2229736.500000 Penalty: 2948.554932
	Iteration 31Q: 3 clusters Score -2229736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2229746.250000 Penalty: 2948.554932
	Iteration 32Q: 3 clusters Score -2229746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2229751.500000 Penalty: 2948.554932
	Iteration 33Q: 3 clusters Score -2229752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2229755.500000 Penalty: 2948.554932
	Iteration 34Q: 3 clusters Score -2229756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2229754.000000 Penalty: 2948.554932
	Iteration 35Q: 3 clusters Score -2229754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2229754.000000 Penalty: 2948.554932
	Iteration 36F: 3 clusters Score -2229754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1230972.875000 Penalty: 1390.984375
	Iteration 0F: 2 clusters Score -1230973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1223279.625000 Penalty: 2781.968750
	Iteration 0F: 3 clusters Score -1223280 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1226005.500000 Penalty: 2781.968750
	Iteration 1F: 3 clusters Score -1226006 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1226461.875000 Penalty: 2781.968750
	Iteration 2F: 3 clusters Score -1226462 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1226907.875000 Penalty: 2781.968750
	Iteration 3F: 3 clusters Score -1226908 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1227323.375000 Penalty: 2781.968750
	Iteration 4F: 3 clusters Score -1227323 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1227751.000000 Penalty: 2781.968750
	Iteration 5F: 3 clusters Score -1227751 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1228156.750000 Penalty: 2781.968750
	Iteration 6F: 3 clusters Score -1228157 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1228504.125000 Penalty: 2781.968750
	Iteration 7Q: 3 clusters Score -1228504 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1228808.250000 Penalty: 2781.968750
	Iteration 8Q: 3 clusters Score -1228808 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1229056.625000 Penalty: 2781.968750
	Iteration 9Q: 3 clusters Score -1229057 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1229244.000000 Penalty: 2781.968750
	Iteration 10Q: 3 clusters Score -1229244 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1229365.750000 Penalty: 2781.968750
	Iteration 11Q: 3 clusters Score -1229366 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1229438.125000 Penalty: 2781.968750
	Iteration 12Q: 3 clusters Score -1229438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1229482.125000 Penalty: 2781.968750
	Iteration 13Q: 3 clusters Score -1229482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1229511.000000 Penalty: 2781.968750
	Iteration 14Q: 3 clusters Score -1229511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1229533.375000 Penalty: 2781.968750
	Iteration 15Q: 3 clusters Score -1229533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1229553.750000 Penalty: 2781.968750
	Iteration 16Q: 3 clusters Score -1229554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1229564.750000 Penalty: 2781.968750
	Iteration 17Q: 3 clusters Score -1229565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1229572.875000 Penalty: 2781.968750
	Iteration 18Q: 3 clusters Score -1229573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1229582.375000 Penalty: 2781.968750
	Iteration 19Q: 3 clusters Score -1229582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1229591.250000 Penalty: 2781.968750
	Iteration 20F: 3 clusters Score -1229591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1229595.250000 Penalty: 2781.968750
	Iteration 21Q: 3 clusters Score -1229595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1229601.125000 Penalty: 2781.968750
	Iteration 22Q: 3 clusters Score -1229601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1229608.750000 Penalty: 2781.968750
	Iteration 23Q: 3 clusters Score -1229609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1229613.250000 Penalty: 2781.968750
	Iteration 24Q: 3 clusters Score -1229613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1229616.250000 Penalty: 2781.968750
	Iteration 25Q: 3 clusters Score -1229616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1229618.000000 Penalty: 2781.968750
	Iteration 26Q: 3 clusters Score -1229618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1229621.875000 Penalty: 2781.968750
	Iteration 27Q: 3 clusters Score -1229622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1229626.375000 Penalty: 2781.968750
	Iteration 28Q: 3 clusters Score -1229626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1229629.250000 Penalty: 2781.968750
	Iteration 29Q: 3 clusters Score -1229629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1229633.125000 Penalty: 2781.968750
	Iteration 30Q: 3 clusters Score -1229633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1229636.000000 Penalty: 2781.968750
	Iteration 31Q: 3 clusters Score -1229636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1229641.500000 Penalty: 2781.968750
	Iteration 32Q: 3 clusters Score -1229642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1229644.375000 Penalty: 2781.968750
	Iteration 33Q: 3 clusters Score -1229644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1229653.375000 Penalty: 2781.968750
	Iteration 34Q: 3 clusters Score -1229653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1229661.125000 Penalty: 2781.968750
	Iteration 35Q: 3 clusters Score -1229661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1229672.375000 Penalty: 2781.968750
	Iteration 36Q: 3 clusters Score -1229672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1229676.625000 Penalty: 2781.968750
	Iteration 37Q: 3 clusters Score -1229677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1229680.125000 Penalty: 2781.968750
	Iteration 38Q: 3 clusters Score -1229680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1229686.875000 Penalty: 2781.968750
	Iteration 39Q: 3 clusters Score -1229687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1229692.875000 Penalty: 2781.968750
	Iteration 40F: 3 clusters Score -1229693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1229697.500000 Penalty: 2781.968750
	Iteration 41Q: 3 clusters Score -1229698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1229700.125000 Penalty: 2781.968750
	Iteration 42Q: 3 clusters Score -1229700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1229701.750000 Penalty: 2781.968750
	Iteration 43Q: 3 clusters Score -1229702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1229707.250000 Penalty: 2781.968750
	Iteration 44Q: 3 clusters Score -1229707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1229711.750000 Penalty: 2781.968750
	Iteration 45Q: 3 clusters Score -1229712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1229715.375000 Penalty: 2781.968750
	Iteration 46Q: 3 clusters Score -1229715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1229722.625000 Penalty: 2781.968750
	Iteration 47Q: 3 clusters Score -1229723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1229726.500000 Penalty: 2781.968750
	Iteration 48Q: 3 clusters Score -1229726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1229736.375000 Penalty: 2781.968750
	Iteration 49Q: 3 clusters Score -1229736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1229739.625000 Penalty: 2781.968750
	Iteration 50Q: 3 clusters Score -1229740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1229741.875000 Penalty: 2781.968750
	Iteration 51Q: 3 clusters Score -1229742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1229750.000000 Penalty: 2781.968750
	Iteration 52Q: 3 clusters Score -1229750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1229760.000000 Penalty: 2781.968750
	Iteration 53Q: 3 clusters Score -1229760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1229762.375000 Penalty: 2781.968750
	Iteration 54Q: 3 clusters Score -1229762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1229770.125000 Penalty: 2781.968750
	Iteration 55Q: 3 clusters Score -1229770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1229769.875000 Penalty: 2781.968750
	Iteration 56Q: 3 clusters Score -1229770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1229775.750000 Penalty: 2781.968750
	Iteration 57Q: 3 clusters Score -1229776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1229781.250000 Penalty: 2781.968750
	Iteration 58Q: 3 clusters Score -1229781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1229789.125000 Penalty: 2781.968750
	Iteration 59Q: 3 clusters Score -1229789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1229794.500000 Penalty: 2781.968750
	Iteration 60F: 3 clusters Score -1229794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1229801.000000 Penalty: 2781.968750
	Iteration 61Q: 3 clusters Score -1229801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1229809.875000 Penalty: 2781.968750
	Iteration 62Q: 3 clusters Score -1229810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1229819.500000 Penalty: 2781.968750
	Iteration 63Q: 3 clusters Score -1229820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1229827.000000 Penalty: 2781.968750
	Iteration 64Q: 3 clusters Score -1229827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1229837.625000 Penalty: 2781.968750
	Iteration 65Q: 3 clusters Score -1229838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1229843.375000 Penalty: 2781.968750
	Iteration 66Q: 3 clusters Score -1229843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1229850.875000 Penalty: 2781.968750
	Iteration 67Q: 3 clusters Score -1229851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1229858.125000 Penalty: 2781.968750
	Iteration 68Q: 3 clusters Score -1229858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1229870.375000 Penalty: 2781.968750
	Iteration 69Q: 3 clusters Score -1229870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1229886.000000 Penalty: 2781.968750
	Iteration 70Q: 3 clusters Score -1229886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1229901.500000 Penalty: 2781.968750
	Iteration 71Q: 3 clusters Score -1229902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1229917.250000 Penalty: 2781.968750
	Iteration 72Q: 3 clusters Score -1229917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1229929.250000 Penalty: 2781.968750
	Iteration 73Q: 3 clusters Score -1229929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1229942.500000 Penalty: 2781.968750
	Iteration 74Q: 3 clusters Score -1229942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1229947.875000 Penalty: 2781.968750
	Iteration 75Q: 3 clusters Score -1229948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1229958.500000 Penalty: 2781.968750
	Iteration 76Q: 3 clusters Score -1229958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1229977.750000 Penalty: 2781.968750
	Iteration 77Q: 3 clusters Score -1229978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1229988.375000 Penalty: 2781.968750
	Iteration 78Q: 3 clusters Score -1229988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1230008.875000 Penalty: 2781.968750
	Iteration 79Q: 3 clusters Score -1230009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1230032.375000 Penalty: 2781.968750
	Iteration 80F: 3 clusters Score -1230032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1230054.625000 Penalty: 2781.968750
	Iteration 81Q: 3 clusters Score -1230055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1230069.125000 Penalty: 2781.968750
	Iteration 82Q: 3 clusters Score -1230069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1230101.625000 Penalty: 2781.968750
	Iteration 83Q: 3 clusters Score -1230102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1230140.375000 Penalty: 2781.968750
	Iteration 84Q: 3 clusters Score -1230140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1230172.000000 Penalty: 2781.968750
	Iteration 85Q: 3 clusters Score -1230172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1230199.000000 Penalty: 2781.968750
	Iteration 86Q: 3 clusters Score -1230199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1230226.750000 Penalty: 2781.968750
	Iteration 87Q: 3 clusters Score -1230227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1230248.000000 Penalty: 2781.968750
	Iteration 88Q: 3 clusters Score -1230248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1230271.875000 Penalty: 2781.968750
	Iteration 89Q: 3 clusters Score -1230272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1230285.500000 Penalty: 2781.968750
	Iteration 90Q: 3 clusters Score -1230286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1230297.875000 Penalty: 2781.968750
	Iteration 91Q: 3 clusters Score -1230298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1230303.125000 Penalty: 2781.968750
	Iteration 92Q: 3 clusters Score -1230303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1230311.500000 Penalty: 2781.968750
	Iteration 93Q: 3 clusters Score -1230312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1230316.125000 Penalty: 2781.968750
	Iteration 94Q: 3 clusters Score -1230316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1230317.000000 Penalty: 2781.968750
	Iteration 95Q: 3 clusters Score -1230317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1230319.000000 Penalty: 2781.968750
	Iteration 96Q: 3 clusters Score -1230319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1230316.250000 Penalty: 2781.968750
	Iteration 97Q: 3 clusters Score -1230316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1230316.875000 Penalty: 2781.968750
	Iteration 98Q: 3 clusters Score -1230317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1230319.875000 Penalty: 2781.968750
	Iteration 99Q: 3 clusters Score -1230320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1230320.125000 Penalty: 2781.968750
	Iteration 100F: 3 clusters Score -1230320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1230323.125000 Penalty: 2781.968750
	Iteration 101Q: 3 clusters Score -1230323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1230326.875000 Penalty: 2781.968750
	Iteration 102Q: 3 clusters Score -1230327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1230329.625000 Penalty: 2781.968750
	Iteration 103Q: 3 clusters Score -1230330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1230330.000000 Penalty: 2781.968750
	Iteration 104Q: 3 clusters Score -1230330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1230334.625000 Penalty: 2781.968750
	Iteration 105Q: 3 clusters Score -1230335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1230335.375000 Penalty: 2781.968750
	Iteration 106Q: 3 clusters Score -1230335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1230339.125000 Penalty: 2781.968750
	Iteration 107Q: 3 clusters Score -1230339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1230337.250000 Penalty: 2781.968750
	Iteration 108Q: 3 clusters Score -1230337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1230340.250000 Penalty: 2781.968750
	Iteration 109Q: 3 clusters Score -1230340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1230340.125000 Penalty: 2781.968750
	Iteration 110Q: 3 clusters Score -1230340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1230338.125000 Penalty: 2781.968750
	Iteration 111Q: 3 clusters Score -1230338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1230342.125000 Penalty: 2781.968750
	Iteration 112Q: 3 clusters Score -1230342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1230339.875000 Penalty: 2781.968750
	Iteration 113Q: 3 clusters Score -1230340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1230341.750000 Penalty: 2781.968750
	Iteration 114Q: 3 clusters Score -1230342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1230340.250000 Penalty: 2781.968750
	Iteration 115Q: 3 clusters Score -1230340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1230341.750000 Penalty: 2781.968750
	Iteration 116Q: 3 clusters Score -1230342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1230342.750000 Penalty: 2781.968750
	Iteration 117Q: 3 clusters Score -1230343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1230344.625000 Penalty: 2781.968750
	Iteration 118Q: 3 clusters Score -1230345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1230348.750000 Penalty: 2781.968750
	Iteration 119Q: 3 clusters Score -1230349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1230352.000000 Penalty: 2781.968750
	Iteration 120F: 3 clusters Score -1230352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1230349.125000 Penalty: 2781.968750
	Iteration 121Q: 3 clusters Score -1230349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1230350.875000 Penalty: 2781.968750
	Iteration 122Q: 3 clusters Score -1230351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1230350.000000 Penalty: 2781.968750
	Iteration 123Q: 3 clusters Score -1230350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1230355.625000 Penalty: 2781.968750
	Iteration 124Q: 3 clusters Score -1230356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1230353.500000 Penalty: 2781.968750
	Iteration 125Q: 3 clusters Score -1230354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1230353.500000 Penalty: 2781.968750
	Iteration 126F: 3 clusters Score -1230354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -75239.632812 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -75239.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74037.375000 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -74037.38 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74815.554688 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -74815.55 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -75779.195312 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -75779.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -76263.703125 Penalty: 2089.740234
	Iteration 3F: 3 clusters Score -76263.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -76605.203125 Penalty: 2089.740234
	Iteration 4F: 3 clusters Score -76605.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -76972.515625 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -76972.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77418.570312 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -77418.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77923.328125 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -77923.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -77981.617188 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -77981.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -77991.085938 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -77991.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -78000.687500 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -78000.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -78008.257812 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -78008.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -78009.273438 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -78009.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -78010.851562 Penalty: 2089.740234
	Iteration 13Q: 3 clusters Score -78010.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -78013.867188 Penalty: 2089.740234
	Iteration 14Q: 3 clusters Score -78013.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -78018.796875 Penalty: 2089.740234
	Iteration 15Q: 3 clusters Score -78018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -78027.046875 Penalty: 2089.740234
	Iteration 16Q: 3 clusters Score -78027.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -78031.578125 Penalty: 2089.740234
	Iteration 17Q: 3 clusters Score -78031.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -78034.984375 Penalty: 2089.740234
	Iteration 18Q: 3 clusters Score -78034.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -78040.367188 Penalty: 2089.740234
	Iteration 19Q: 3 clusters Score -78040.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -78044.382812 Penalty: 2089.740234
	Iteration 20F: 3 clusters Score -78044.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -78050.335938 Penalty: 2089.740234
	Iteration 21Q: 3 clusters Score -78050.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -78055.859375 Penalty: 2089.740234
	Iteration 22Q: 3 clusters Score -78055.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -78056.789062 Penalty: 2089.740234
	Iteration 23Q: 3 clusters Score -78056.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -78058.335938 Penalty: 2089.740234
	Iteration 24Q: 3 clusters Score -78058.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -78061.390625 Penalty: 2089.740234
	Iteration 25Q: 3 clusters Score -78061.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78062.570312 Penalty: 2089.740234
	Iteration 26Q: 3 clusters Score -78062.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78062.570312 Penalty: 2089.740234
	Iteration 27F: 3 clusters Score -78062.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 88076 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Entering Unmasked Estep 
Score: -110955328.000000 Penalty: 76083.507812
Splitting cluster 9 changes total score from -110953184.000000 to -110955328.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (88076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Entering Unmasked Estep 
Score: -9781934.000000 Penalty: 1694.230225
	Iteration 0F: 2 clusters Score -9781934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -9725500.000000 Penalty: 3388.460449
	Iteration 0F: 3 clusters Score -9725500 nChanged 41442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -9750435.000000 Penalty: 3388.460449
	Iteration 1F: 3 clusters Score -9750435 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -9753140.000000 Penalty: 3388.460449
	Iteration 2F: 3 clusters Score -9753140 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -9756751.000000 Penalty: 3388.460449
	Iteration 3F: 3 clusters Score -9756751 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -9761041.000000 Penalty: 3388.460449
	Iteration 4F: 3 clusters Score -9761041 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -9765504.000000 Penalty: 3388.460449
	Iteration 5F: 3 clusters Score -9765504 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -9769375.000000 Penalty: 3388.460449
	Iteration 6F: 3 clusters Score -9769375 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -9772441.000000 Penalty: 3388.460449
	Iteration 7F: 3 clusters Score -9772441 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9774530.000000 Penalty: 3388.460449
	Iteration 8Q: 3 clusters Score -9774530 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -9775793.000000 Penalty: 3388.460449
	Iteration 9Q: 3 clusters Score -9775793 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -9776771.000000 Penalty: 3388.460449
	Iteration 10Q: 3 clusters Score -9776771 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -9777486.000000 Penalty: 3388.460449
	Iteration 11Q: 3 clusters Score -9777486 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -9778142.000000 Penalty: 3388.460449
	Iteration 12Q: 3 clusters Score -9778142 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -9778715.000000 Penalty: 3388.460449
	Iteration 13Q: 3 clusters Score -9778715 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -9779326.000000 Penalty: 3388.460449
	Iteration 14Q: 3 clusters Score -9779326 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -9779870.000000 Penalty: 3388.460449
	Iteration 15Q: 3 clusters Score -9779870 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -9780279.000000 Penalty: 3388.460449
	Iteration 16Q: 3 clusters Score -9780279 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -9780645.000000 Penalty: 3388.460449
	Iteration 17Q: 3 clusters Score -9780645 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -9780925.000000 Penalty: 3388.460449
	Iteration 18Q: 3 clusters Score -9780925 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -9781178.000000 Penalty: 3388.460449
	Iteration 19Q: 3 clusters Score -9781178 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -9781356.000000 Penalty: 3388.460449
	Iteration 20F: 3 clusters Score -9781356 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -9781544.000000 Penalty: 3388.460449
	Iteration 21Q: 3 clusters Score -9781544 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -9781690.000000 Penalty: 3388.460449
	Iteration 22Q: 3 clusters Score -9781690 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -9781841.000000 Penalty: 3388.460449
	Iteration 23Q: 3 clusters Score -9781841 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -9782002.000000 Penalty: 3388.460449
	Iteration 24Q: 3 clusters Score -9782002 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -9782098.000000 Penalty: 3388.460449
	Iteration 25Q: 3 clusters Score -9782098 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -9782195.000000 Penalty: 3388.460449
	Iteration 26Q: 3 clusters Score -9782195 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -9782296.000000 Penalty: 3388.460449
	Iteration 27Q: 3 clusters Score -9782296 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -9782401.000000 Penalty: 3388.460449
	Iteration 28Q: 3 clusters Score -9782401 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -9782512.000000 Penalty: 3388.460449
	Iteration 29Q: 3 clusters Score -9782512 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -9782598.000000 Penalty: 3388.460449
	Iteration 30Q: 3 clusters Score -9782598 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -9782689.000000 Penalty: 3388.460449
	Iteration 31Q: 3 clusters Score -9782689 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -9782742.000000 Penalty: 3388.460449
	Iteration 32Q: 3 clusters Score -9782742 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -9782783.000000 Penalty: 3388.460449
	Iteration 33Q: 3 clusters Score -9782783 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -9782859.000000 Penalty: 3388.460449
	Iteration 34Q: 3 clusters Score -9782859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -9782882.000000 Penalty: 3388.460449
	Iteration 35Q: 3 clusters Score -9782882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -9782921.000000 Penalty: 3388.460449
	Iteration 36Q: 3 clusters Score -9782921 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -9782952.000000 Penalty: 3388.460449
	Iteration 37Q: 3 clusters Score -9782952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -9782987.000000 Penalty: 3388.460449
	Iteration 38Q: 3 clusters Score -9782987 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -9783008.000000 Penalty: 3388.460449
	Iteration 39Q: 3 clusters Score -9783008 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -9783075.000000 Penalty: 3388.460449
	Iteration 40F: 3 clusters Score -9783075 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -9783117.000000 Penalty: 3388.460449
	Iteration 41Q: 3 clusters Score -9783117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -9783122.000000 Penalty: 3388.460449
	Iteration 42Q: 3 clusters Score -9783122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -9783124.000000 Penalty: 3388.460449
	Iteration 43Q: 3 clusters Score -9783124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -9783135.000000 Penalty: 3388.460449
	Iteration 44Q: 3 clusters Score -9783135 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -9783172.000000 Penalty: 3388.460449
	Iteration 45Q: 3 clusters Score -9783172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -9783168.000000 Penalty: 3388.460449
	Iteration 46Q: 3 clusters Score -9783168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -9783183.000000 Penalty: 3388.460449
	Iteration 47Q: 3 clusters Score -9783183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -9783189.000000 Penalty: 3388.460449
	Iteration 48Q: 3 clusters Score -9783189 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -9783216.000000 Penalty: 3388.460449
	Iteration 49Q: 3 clusters Score -9783216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -9783255.000000 Penalty: 3388.460449
	Iteration 50Q: 3 clusters Score -9783255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -9783237.000000 Penalty: 3388.460449
	Iteration 51Q: 3 clusters Score -9783237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -9783243.000000 Penalty: 3388.460449
	Iteration 52Q: 3 clusters Score -9783243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -9783252.000000 Penalty: 3388.460449
	Iteration 53Q: 3 clusters Score -9783252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -9783272.000000 Penalty: 3388.460449
	Iteration 54Q: 3 clusters Score -9783272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -9783287.000000 Penalty: 3388.460449
	Iteration 55Q: 3 clusters Score -9783287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -9783293.000000 Penalty: 3388.460449
	Iteration 56Q: 3 clusters Score -9783293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -9783302.000000 Penalty: 3388.460449
	Iteration 57Q: 3 clusters Score -9783302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -9783299.000000 Penalty: 3388.460449
	Iteration 58Q: 3 clusters Score -9783299 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -9783326.000000 Penalty: 3388.460449
	Iteration 59Q: 3 clusters Score -9783326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -9783340.000000 Penalty: 3388.460449
	Iteration 60F: 3 clusters Score -9783340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -9783333.000000 Penalty: 3388.460449
	Iteration 61Q: 3 clusters Score -9783333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -9783348.000000 Penalty: 3388.460449
	Iteration 62Q: 3 clusters Score -9783348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -9783340.000000 Penalty: 3388.460449
	Iteration 63Q: 3 clusters Score -9783340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -9783341.000000 Penalty: 3388.460449
	Iteration 64Q: 3 clusters Score -9783341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -9783344.000000 Penalty: 3388.460449
	Iteration 65Q: 3 clusters Score -9783344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -9783376.000000 Penalty: 3388.460449
	Iteration 66Q: 3 clusters Score -9783376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9783392.000000 Penalty: 3388.460449
	Iteration 67Q: 3 clusters Score -9783392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -9783411.000000 Penalty: 3388.460449
	Iteration 68Q: 3 clusters Score -9783411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -9783409.000000 Penalty: 3388.460449
	Iteration 69Q: 3 clusters Score -9783409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -9783452.000000 Penalty: 3388.460449
	Iteration 70Q: 3 clusters Score -9783452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9783472.000000 Penalty: 3388.460449
	Iteration 71Q: 3 clusters Score -9783472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -9783489.000000 Penalty: 3388.460449
	Iteration 72Q: 3 clusters Score -9783489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9783542.000000 Penalty: 3388.460449
	Iteration 73Q: 3 clusters Score -9783542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -9783574.000000 Penalty: 3388.460449
	Iteration 74Q: 3 clusters Score -9783574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9783585.000000 Penalty: 3388.460449
	Iteration 75Q: 3 clusters Score -9783585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -9783646.000000 Penalty: 3388.460449
	Iteration 76Q: 3 clusters Score -9783646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9783686.000000 Penalty: 3388.460449
	Iteration 77Q: 3 clusters Score -9783686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9783750.000000 Penalty: 3388.460449
	Iteration 78Q: 3 clusters Score -9783750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9783764.000000 Penalty: 3388.460449
	Iteration 79Q: 3 clusters Score -9783764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9783774.000000 Penalty: 3388.460449
	Iteration 80F: 3 clusters Score -9783774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9783785.000000 Penalty: 3388.460449
	Iteration 81Q: 3 clusters Score -9783785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -9783798.000000 Penalty: 3388.460449
	Iteration 82Q: 3 clusters Score -9783798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9783815.000000 Penalty: 3388.460449
	Iteration 83Q: 3 clusters Score -9783815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9783819.000000 Penalty: 3388.460449
	Iteration 84Q: 3 clusters Score -9783819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9783822.000000 Penalty: 3388.460449
	Iteration 85Q: 3 clusters Score -9783822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9783829.000000 Penalty: 3388.460449
	Iteration 86Q: 3 clusters Score -9783829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9783828.000000 Penalty: 3388.460449
	Iteration 87Q: 3 clusters Score -9783828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9783825.000000 Penalty: 3388.460449
	Iteration 88Q: 3 clusters Score -9783825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -9783829.000000 Penalty: 3388.460449
	Iteration 89Q: 3 clusters Score -9783829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9783832.000000 Penalty: 3388.460449
	Iteration 90Q: 3 clusters Score -9783832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -9783830.000000 Penalty: 3388.460449
	Iteration 91Q: 3 clusters Score -9783830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9783832.000000 Penalty: 3388.460449
	Iteration 92Q: 3 clusters Score -9783832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -9783830.000000 Penalty: 3388.460449
	Iteration 93Q: 3 clusters Score -9783830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9783838.000000 Penalty: 3388.460449
	Iteration 94Q: 3 clusters Score -9783838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -9783836.000000 Penalty: 3388.460449
	Iteration 95Q: 3 clusters Score -9783836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -9783835.000000 Penalty: 3388.460449
	Iteration 96Q: 3 clusters Score -9783835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9783840.000000 Penalty: 3388.460449
	Iteration 97Q: 3 clusters Score -9783840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9783836.000000 Penalty: 3388.460449
	Iteration 98Q: 3 clusters Score -9783836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9783836.000000 Penalty: 3388.460449
	Iteration 99F: 3 clusters Score -9783836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Entering Unmasked Estep 
Score: -110957144.000000 Penalty: 78139.828125
Splitting cluster 10 changes total score from -110953184.000000 to -110957144.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 11 (89065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Entering Unmasked Estep 
Score: -10355702.000000 Penalty: 1695.891724
	Iteration 0F: 2 clusters Score -1.03557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -10298589.000000 Penalty: 3391.783447
	Iteration 0F: 3 clusters Score -1.029859e+07 nChanged 41849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -10322436.000000 Penalty: 3391.783447
	Iteration 1F: 3 clusters Score -1.032244e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -10323155.000000 Penalty: 3391.783447
	Iteration 2Q: 3 clusters Score -1.032316e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -10324041.000000 Penalty: 3391.783447
	Iteration 3Q: 3 clusters Score -1.032404e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -10325329.000000 Penalty: 3391.783447
	Iteration 4Q: 3 clusters Score -1.032533e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -10327129.000000 Penalty: 3391.783447
	Iteration 5Q: 3 clusters Score -1.032713e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -10329927.000000 Penalty: 3391.783447
	Iteration 6F: 3 clusters Score -1.032993e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -10334205.000000 Penalty: 3391.783447
	Iteration 7F: 3 clusters Score -1.03342e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -10339715.000000 Penalty: 3391.783447
	Iteration 8F: 3 clusters Score -1.033972e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -10345611.000000 Penalty: 3391.783447
	Iteration 9F: 3 clusters Score -1.034561e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10350032.000000 Penalty: 3391.783447
	Iteration 10F: 3 clusters Score -1.035003e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -10352311.000000 Penalty: 3391.783447
	Iteration 11Q: 3 clusters Score -1.035231e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -10353447.000000 Penalty: 3391.783447
	Iteration 12Q: 3 clusters Score -1.035345e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -10353985.000000 Penalty: 3391.783447
	Iteration 13Q: 3 clusters Score -1.035398e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -10354256.000000 Penalty: 3391.783447
	Iteration 14Q: 3 clusters Score -1.035426e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -10354367.000000 Penalty: 3391.783447
	Iteration 15Q: 3 clusters Score -1.035437e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -10354441.000000 Penalty: 3391.783447
	Iteration 16Q: 3 clusters Score -1.035444e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -10354464.000000 Penalty: 3391.783447
	Iteration 17Q: 3 clusters Score -1.035446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -10354484.000000 Penalty: 3391.783447
	Iteration 18Q: 3 clusters Score -1.035448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -10354494.000000 Penalty: 3391.783447
	Iteration 19Q: 3 clusters Score -1.035449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -10354503.000000 Penalty: 3391.783447
	Iteration 20F: 3 clusters Score -1.03545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -10354506.000000 Penalty: 3391.783447
	Iteration 21Q: 3 clusters Score -1.035451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -10354500.000000 Penalty: 3391.783447
	Iteration 22Q: 3 clusters Score -1.03545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10354503.000000 Penalty: 3391.783447
	Iteration 23Q: 3 clusters Score -1.03545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10354503.000000 Penalty: 3391.783447
	Iteration 24Q: 3 clusters Score -1.03545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -10354493.000000 Penalty: 3391.783447
	Iteration 25Q: 3 clusters Score -1.035449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -10354500.000000 Penalty: 3391.783447
	Iteration 26Q: 3 clusters Score -1.03545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -10354496.000000 Penalty: 3391.783447
	Iteration 27Q: 3 clusters Score -1.03545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -10354496.000000 Penalty: 3391.783447
	Iteration 28F: 3 clusters Score -1.03545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1032291.812500 Penalty: 1362.834839
	Iteration 0F: 2 clusters Score -1032292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1025972.875000 Penalty: 2725.669678
	Iteration 0F: 3 clusters Score -1025973 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1028088.562500 Penalty: 2725.669678
	Iteration 1F: 3 clusters Score -1028089 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1028437.000000 Penalty: 2725.669678
	Iteration 2F: 3 clusters Score -1028437 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1028725.875000 Penalty: 2725.669678
	Iteration 3F: 3 clusters Score -1028726 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1028979.875000 Penalty: 2725.669678
	Iteration 4Q: 3 clusters Score -1028980 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1029215.125000 Penalty: 2725.669678
	Iteration 5Q: 3 clusters Score -1029215 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1029426.500000 Penalty: 2725.669678
	Iteration 6Q: 3 clusters Score -1029426 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1029631.437500 Penalty: 2725.669678
	Iteration 7Q: 3 clusters Score -1029631 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1029832.875000 Penalty: 2725.669678
	Iteration 8Q: 3 clusters Score -1029833 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1030079.687500 Penalty: 2725.669678
	Iteration 9Q: 3 clusters Score -1030080 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1030364.687500 Penalty: 2725.669678
	Iteration 10Q: 3 clusters Score -1030365 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1030652.562500 Penalty: 2725.669678
	Iteration 11Q: 3 clusters Score -1030653 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1030916.312500 Penalty: 2725.669678
	Iteration 12Q: 3 clusters Score -1030916 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1031155.125000 Penalty: 2725.669678
	Iteration 13Q: 3 clusters Score -1031155 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1031367.937500 Penalty: 2725.669678
	Iteration 14Q: 3 clusters Score -1031368 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1031554.375000 Penalty: 2725.669678
	Iteration 15Q: 3 clusters Score -1031554 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1031702.875000 Penalty: 2725.669678
	Iteration 16Q: 3 clusters Score -1031703 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1031853.750000 Penalty: 2725.669678
	Iteration 17Q: 3 clusters Score -1031854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1032036.625000 Penalty: 2725.669678
	Iteration 18Q: 3 clusters Score -1032037 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1032229.500000 Penalty: 2725.669678
	Iteration 19Q: 3 clusters Score -1032230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1032426.437500 Penalty: 2725.669678
	Iteration 20F: 3 clusters Score -1032426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1032601.062500 Penalty: 2725.669678
	Iteration 21Q: 3 clusters Score -1032601 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1032781.500000 Penalty: 2725.669678
	Iteration 22Q: 3 clusters Score -1032782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1032953.062500 Penalty: 2725.669678
	Iteration 23Q: 3 clusters Score -1032953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1033076.250000 Penalty: 2725.669678
	Iteration 24Q: 3 clusters Score -1033076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1033178.187500 Penalty: 2725.669678
	Iteration 25Q: 3 clusters Score -1033178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1033255.000000 Penalty: 2725.669678
	Iteration 26Q: 3 clusters Score -1033255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1033309.437500 Penalty: 2725.669678
	Iteration 27Q: 3 clusters Score -1033309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1033349.750000 Penalty: 2725.669678
	Iteration 28Q: 3 clusters Score -1033350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1033383.000000 Penalty: 2725.669678
	Iteration 29Q: 3 clusters Score -1033383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1033405.000000 Penalty: 2725.669678
	Iteration 30Q: 3 clusters Score -1033405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1033416.687500 Penalty: 2725.669678
	Iteration 31Q: 3 clusters Score -1033417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1033428.562500 Penalty: 2725.669678
	Iteration 32Q: 3 clusters Score -1033429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1033433.062500 Penalty: 2725.669678
	Iteration 33Q: 3 clusters Score -1033433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1033434.625000 Penalty: 2725.669678
	Iteration 34Q: 3 clusters Score -1033435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1033434.687500 Penalty: 2725.669678
	Iteration 35Q: 3 clusters Score -1033435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1033435.125000 Penalty: 2725.669678
	Iteration 36Q: 3 clusters Score -1033435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1033435.312500 Penalty: 2725.669678
	Iteration 37Q: 3 clusters Score -1033435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1033450.812500 Penalty: 2725.669678
	Iteration 38F: 3 clusters Score -1033451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1033454.875000 Penalty: 2725.669678
	Iteration 39Q: 3 clusters Score -1033455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1033462.437500 Penalty: 2725.669678
	Iteration 40F: 3 clusters Score -1033462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1033466.687500 Penalty: 2725.669678
	Iteration 41Q: 3 clusters Score -1033467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1033468.937500 Penalty: 2725.669678
	Iteration 42Q: 3 clusters Score -1033469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1033472.875000 Penalty: 2725.669678
	Iteration 43Q: 3 clusters Score -1033473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1033472.875000 Penalty: 2725.669678
	Iteration 44Q: 3 clusters Score -1033473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1033475.187500 Penalty: 2725.669678
	Iteration 45Q: 3 clusters Score -1033475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1033475.000000 Penalty: 2725.669678
	Iteration 46Q: 3 clusters Score -1033475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1033474.312500 Penalty: 2725.669678
	Iteration 47Q: 3 clusters Score -1033474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1033474.312500 Penalty: 2725.669678
	Iteration 48F: 3 clusters Score -1033474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Entering Unmasked Estep 
Score: -110957760.000000 Penalty: 80196.132812
Splitting cluster 12 changes total score from -110953184.000000 to -110957760.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (70260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Entering Unmasked Estep 
Score: -8208071.000000 Penalty: 1660.601807
	Iteration 0F: 2 clusters Score -8208071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -8162513.500000 Penalty: 3321.203613
	Iteration 0F: 3 clusters Score -8162514 nChanged 32722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8181111.000000 Penalty: 3321.203613
	Iteration 1F: 3 clusters Score -8181111 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -8181895.500000 Penalty: 3321.203613
	Iteration 2Q: 3 clusters Score -8181896 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -8182749.000000 Penalty: 3321.203613
	Iteration 3Q: 3 clusters Score -8182749 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -8183710.000000 Penalty: 3321.203613
	Iteration 4Q: 3 clusters Score -8183710 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -8184869.000000 Penalty: 3321.203613
	Iteration 5Q: 3 clusters Score -8184869 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8186265.000000 Penalty: 3321.203613
	Iteration 6Q: 3 clusters Score -8186265 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8187762.500000 Penalty: 3321.203613
	Iteration 7F: 3 clusters Score -8187762 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -8189341.500000 Penalty: 3321.203613
	Iteration 8Q: 3 clusters Score -8189342 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8190868.000000 Penalty: 3321.203613
	Iteration 9F: 3 clusters Score -8190868 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8192329.500000 Penalty: 3321.203613
	Iteration 10Q: 3 clusters Score -8192330 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8193468.500000 Penalty: 3321.203613
	Iteration 11Q: 3 clusters Score -8193468 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -8194542.500000 Penalty: 3321.203613
	Iteration 12Q: 3 clusters Score -8194542 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -8195584.000000 Penalty: 3321.203613
	Iteration 13Q: 3 clusters Score -8195584 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -8196860.000000 Penalty: 3321.203613
	Iteration 14Q: 3 clusters Score -8196860 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8198455.000000 Penalty: 3321.203613
	Iteration 15Q: 3 clusters Score -8198455 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -8200267.500000 Penalty: 3321.203613
	Iteration 16Q: 3 clusters Score -8200268 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -8202103.500000 Penalty: 3321.203613
	Iteration 17Q: 3 clusters Score -8202104 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8203740.000000 Penalty: 3321.203613
	Iteration 18Q: 3 clusters Score -8203740 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8205042.500000 Penalty: 3321.203613
	Iteration 19Q: 3 clusters Score -8205042 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8205781.000000 Penalty: 3321.203613
	Iteration 20F: 3 clusters Score -8205781 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8206219.000000 Penalty: 3321.203613
	Iteration 21Q: 3 clusters Score -8206219 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8206454.500000 Penalty: 3321.203613
	Iteration 22Q: 3 clusters Score -8206454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8206571.500000 Penalty: 3321.203613
	Iteration 23Q: 3 clusters Score -8206572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8206654.000000 Penalty: 3321.203613
	Iteration 24Q: 3 clusters Score -8206654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8206741.500000 Penalty: 3321.203613
	Iteration 25Q: 3 clusters Score -8206742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8206826.000000 Penalty: 3321.203613
	Iteration 26Q: 3 clusters Score -8206826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8206913.500000 Penalty: 3321.203613
	Iteration 27Q: 3 clusters Score -8206914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8206955.500000 Penalty: 3321.203613
	Iteration 28Q: 3 clusters Score -8206956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8206977.000000 Penalty: 3321.203613
	Iteration 29Q: 3 clusters Score -8206977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8206999.500000 Penalty: 3321.203613
	Iteration 30Q: 3 clusters Score -8207000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8207006.500000 Penalty: 3321.203613
	Iteration 31Q: 3 clusters Score -8207006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8207027.500000 Penalty: 3321.203613
	Iteration 32Q: 3 clusters Score -8207028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8207050.000000 Penalty: 3321.203613
	Iteration 33Q: 3 clusters Score -8207050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8207056.500000 Penalty: 3321.203613
	Iteration 34Q: 3 clusters Score -8207056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8207054.000000 Penalty: 3321.203613
	Iteration 35Q: 3 clusters Score -8207054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8207060.000000 Penalty: 3321.203613
	Iteration 36Q: 3 clusters Score -8207060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8207066.000000 Penalty: 3321.203613
	Iteration 37Q: 3 clusters Score -8207066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8207063.500000 Penalty: 3321.203613
	Iteration 38Q: 3 clusters Score -8207064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8207063.500000 Penalty: 3321.203613
	Iteration 39F: 3 clusters Score -8207064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Entering Unmasked Estep 
Score: -8364689.000000 Penalty: 1663.562500
	Iteration 0F: 2 clusters Score -8364689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8317803.500000 Penalty: 3327.125000
	Iteration 0F: 3 clusters Score -8317804 nChanged 33678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -8336624.500000 Penalty: 3327.125000
	Iteration 1F: 3 clusters Score -8336624 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -8337178.500000 Penalty: 3327.125000
	Iteration 2Q: 3 clusters Score -8337178 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -8337639.000000 Penalty: 3327.125000
	Iteration 3Q: 3 clusters Score -8337639 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -8338110.000000 Penalty: 3327.125000
	Iteration 4Q: 3 clusters Score -8338110 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8338668.000000 Penalty: 3327.125000
	Iteration 5Q: 3 clusters Score -8338668 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -8339340.500000 Penalty: 3327.125000
	Iteration 6Q: 3 clusters Score -8339340 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -8339972.000000 Penalty: 3327.125000
	Iteration 7Q: 3 clusters Score -8339972 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -8340870.000000 Penalty: 3327.125000
	Iteration 8Q: 3 clusters Score -8340870 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8341979.000000 Penalty: 3327.125000
	Iteration 9Q: 3 clusters Score -8341979 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8343204.500000 Penalty: 3327.125000
	Iteration 10Q: 3 clusters Score -8343204 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -8344566.000000 Penalty: 3327.125000
	Iteration 11Q: 3 clusters Score -8344566 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8345864.500000 Penalty: 3327.125000
	Iteration 12Q: 3 clusters Score -8345864 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -8347186.500000 Penalty: 3327.125000
	Iteration 13Q: 3 clusters Score -8347186 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -8348383.500000 Penalty: 3327.125000
	Iteration 14Q: 3 clusters Score -8348384 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -8349549.500000 Penalty: 3327.125000
	Iteration 15Q: 3 clusters Score -8349550 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -8350824.000000 Penalty: 3327.125000
	Iteration 16Q: 3 clusters Score -8350824 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -8352221.500000 Penalty: 3327.125000
	Iteration 17Q: 3 clusters Score -8352222 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -8354009.000000 Penalty: 3327.125000
	Iteration 18Q: 3 clusters Score -8354009 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -8355977.500000 Penalty: 3327.125000
	Iteration 19Q: 3 clusters Score -8355978 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -8358234.000000 Penalty: 3327.125000
	Iteration 20F: 3 clusters Score -8358234 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -8360245.000000 Penalty: 3327.125000
	Iteration 21Q: 3 clusters Score -8360245 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -8361729.000000 Penalty: 3327.125000
	Iteration 22Q: 3 clusters Score -8361729 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -8362499.500000 Penalty: 3327.125000
	Iteration 23Q: 3 clusters Score -8362500 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -8362954.500000 Penalty: 3327.125000
	Iteration 24Q: 3 clusters Score -8362954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -8363160.500000 Penalty: 3327.125000
	Iteration 25Q: 3 clusters Score -8363160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -8363224.500000 Penalty: 3327.125000
	Iteration 26Q: 3 clusters Score -8363224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -8363269.000000 Penalty: 3327.125000
	Iteration 27Q: 3 clusters Score -8363269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -8363291.500000 Penalty: 3327.125000
	Iteration 28Q: 3 clusters Score -8363292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8363313.000000 Penalty: 3327.125000
	Iteration 29Q: 3 clusters Score -8363313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -8363320.000000 Penalty: 3327.125000
	Iteration 30Q: 3 clusters Score -8363320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -8363344.000000 Penalty: 3327.125000
	Iteration 31Q: 3 clusters Score -8363344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -8363351.000000 Penalty: 3327.125000
	Iteration 32Q: 3 clusters Score -8363351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -8363370.000000 Penalty: 3327.125000
	Iteration 33Q: 3 clusters Score -8363370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -8363378.500000 Penalty: 3327.125000
	Iteration 34Q: 3 clusters Score -8363378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -8363381.500000 Penalty: 3327.125000
	Iteration 35Q: 3 clusters Score -8363382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -8363381.500000 Penalty: 3327.125000
	Iteration 36F: 3 clusters Score -8363382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -1049496.250000 Penalty: 1360.672974
	Iteration 0F: 2 clusters Score -1049496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1043107.500000 Penalty: 2721.345947
	Iteration 0F: 3 clusters Score -1043108 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1045176.625000 Penalty: 2721.345947
	Iteration 1F: 3 clusters Score -1045177 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1045461.062500 Penalty: 2721.345947
	Iteration 2F: 3 clusters Score -1045461 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1045657.687500 Penalty: 2721.345947
	Iteration 3Q: 3 clusters Score -1045658 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1045804.187500 Penalty: 2721.345947
	Iteration 4Q: 3 clusters Score -1045804 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1045912.500000 Penalty: 2721.345947
	Iteration 5Q: 3 clusters Score -1045912 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1046002.500000 Penalty: 2721.345947
	Iteration 6Q: 3 clusters Score -1046002 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1046080.875000 Penalty: 2721.345947
	Iteration 7Q: 3 clusters Score -1046081 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1046153.750000 Penalty: 2721.345947
	Iteration 8Q: 3 clusters Score -1046154 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1046215.812500 Penalty: 2721.345947
	Iteration 9Q: 3 clusters Score -1046216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1046274.312500 Penalty: 2721.345947
	Iteration 10Q: 3 clusters Score -1046274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1046341.125000 Penalty: 2721.345947
	Iteration 11Q: 3 clusters Score -1046341 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1046415.750000 Penalty: 2721.345947
	Iteration 12Q: 3 clusters Score -1046416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1046502.812500 Penalty: 2721.345947
	Iteration 13Q: 3 clusters Score -1046503 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1046613.750000 Penalty: 2721.345947
	Iteration 14Q: 3 clusters Score -1046614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1046726.562500 Penalty: 2721.345947
	Iteration 15Q: 3 clusters Score -1046727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1046852.125000 Penalty: 2721.345947
	Iteration 16Q: 3 clusters Score -1046852 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1046982.875000 Penalty: 2721.345947
	Iteration 17Q: 3 clusters Score -1046983 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1047118.312500 Penalty: 2721.345947
	Iteration 18Q: 3 clusters Score -1047118 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1047276.125000 Penalty: 2721.345947
	Iteration 19Q: 3 clusters Score -1047276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1047432.125000 Penalty: 2721.345947
	Iteration 20F: 3 clusters Score -1047432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1047594.500000 Penalty: 2721.345947
	Iteration 21Q: 3 clusters Score -1047594 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1047729.687500 Penalty: 2721.345947
	Iteration 22Q: 3 clusters Score -1047730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1047844.500000 Penalty: 2721.345947
	Iteration 23Q: 3 clusters Score -1047844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1047926.500000 Penalty: 2721.345947
	Iteration 24Q: 3 clusters Score -1047926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1047995.000000 Penalty: 2721.345947
	Iteration 25Q: 3 clusters Score -1047995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1048040.875000 Penalty: 2721.345947
	Iteration 26Q: 3 clusters Score -1048041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1048090.000000 Penalty: 2721.345947
	Iteration 27Q: 3 clusters Score -1048090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1048137.625000 Penalty: 2721.345947
	Iteration 28Q: 3 clusters Score -1048138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1048169.375000 Penalty: 2721.345947
	Iteration 29Q: 3 clusters Score -1048169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1048190.500000 Penalty: 2721.345947
	Iteration 30Q: 3 clusters Score -1048190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1048211.812500 Penalty: 2721.345947
	Iteration 31Q: 3 clusters Score -1048212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1048230.437500 Penalty: 2721.345947
	Iteration 32Q: 3 clusters Score -1048230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1048251.250000 Penalty: 2721.345947
	Iteration 33Q: 3 clusters Score -1048251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1048272.625000 Penalty: 2721.345947
	Iteration 34Q: 3 clusters Score -1048273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1048288.312500 Penalty: 2721.345947
	Iteration 35Q: 3 clusters Score -1048288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1048301.187500 Penalty: 2721.345947
	Iteration 36Q: 3 clusters Score -1048301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1048314.562500 Penalty: 2721.345947
	Iteration 37Q: 3 clusters Score -1048315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1048320.187500 Penalty: 2721.345947
	Iteration 38Q: 3 clusters Score -1048320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1048330.125000 Penalty: 2721.345947
	Iteration 39Q: 3 clusters Score -1048330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1048340.312500 Penalty: 2721.345947
	Iteration 40F: 3 clusters Score -1048340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1048353.875000 Penalty: 2721.345947
	Iteration 41Q: 3 clusters Score -1048354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1048366.562500 Penalty: 2721.345947
	Iteration 42Q: 3 clusters Score -1048367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1048376.062500 Penalty: 2721.345947
	Iteration 43Q: 3 clusters Score -1048376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1048385.187500 Penalty: 2721.345947
	Iteration 44Q: 3 clusters Score -1048385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1048389.250000 Penalty: 2721.345947
	Iteration 45Q: 3 clusters Score -1048389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1048398.312500 Penalty: 2721.345947
	Iteration 46Q: 3 clusters Score -1048398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1048402.500000 Penalty: 2721.345947
	Iteration 47Q: 3 clusters Score -1048402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1048405.000000 Penalty: 2721.345947
	Iteration 48Q: 3 clusters Score -1048405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1048410.312500 Penalty: 2721.345947
	Iteration 49Q: 3 clusters Score -1048410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1048413.750000 Penalty: 2721.345947
	Iteration 50Q: 3 clusters Score -1048414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1048415.125000 Penalty: 2721.345947
	Iteration 51Q: 3 clusters Score -1048415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1048418.937500 Penalty: 2721.345947
	Iteration 52Q: 3 clusters Score -1048419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1048419.750000 Penalty: 2721.345947
	Iteration 53Q: 3 clusters Score -1048420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1048422.187500 Penalty: 2721.345947
	Iteration 54Q: 3 clusters Score -1048422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1048424.375000 Penalty: 2721.345947
	Iteration 55Q: 3 clusters Score -1048424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1048425.875000 Penalty: 2721.345947
	Iteration 56Q: 3 clusters Score -1048426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1048425.187500 Penalty: 2721.345947
	Iteration 57Q: 3 clusters Score -1048425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1048425.187500 Penalty: 2721.345947
	Iteration 58F: 3 clusters Score -1048425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Entering Unmasked Estep 
Score: -1786446.250000 Penalty: 1442.237793
	Iteration 0F: 2 clusters Score -1786446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1775900.250000 Penalty: 2884.475586
	Iteration 0F: 3 clusters Score -1775900 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1779816.500000 Penalty: 2884.475586
	Iteration 1F: 3 clusters Score -1779816 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1780391.625000 Penalty: 2884.475586
	Iteration 2F: 3 clusters Score -1780392 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1781090.000000 Penalty: 2884.475586
	Iteration 3F: 3 clusters Score -1781090 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1781898.375000 Penalty: 2884.475586
	Iteration 4F: 3 clusters Score -1781898 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1782786.250000 Penalty: 2884.475586
	Iteration 5F: 3 clusters Score -1782786 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1783643.875000 Penalty: 2884.475586
	Iteration 6F: 3 clusters Score -1783644 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1784374.375000 Penalty: 2884.475586
	Iteration 7F: 3 clusters Score -1784374 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1784933.125000 Penalty: 2884.475586
	Iteration 8Q: 3 clusters Score -1784933 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1785362.500000 Penalty: 2884.475586
	Iteration 9Q: 3 clusters Score -1785362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1785617.875000 Penalty: 2884.475586
	Iteration 10Q: 3 clusters Score -1785618 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1785774.625000 Penalty: 2884.475586
	Iteration 11Q: 3 clusters Score -1785775 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1785866.625000 Penalty: 2884.475586
	Iteration 12Q: 3 clusters Score -1785867 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1785922.125000 Penalty: 2884.475586
	Iteration 13Q: 3 clusters Score -1785922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1785980.875000 Penalty: 2884.475586
	Iteration 14Q: 3 clusters Score -1785981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1786022.625000 Penalty: 2884.475586
	Iteration 15Q: 3 clusters Score -1786023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1786064.000000 Penalty: 2884.475586
	Iteration 16Q: 3 clusters Score -1786064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1786096.625000 Penalty: 2884.475586
	Iteration 17Q: 3 clusters Score -1786097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1786135.625000 Penalty: 2884.475586
	Iteration 18Q: 3 clusters Score -1786136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1786155.625000 Penalty: 2884.475586
	Iteration 19Q: 3 clusters Score -1786156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1786163.500000 Penalty: 2884.475586
	Iteration 20F: 3 clusters Score -1786164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1786171.125000 Penalty: 2884.475586
	Iteration 21Q: 3 clusters Score -1786171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1786178.500000 Penalty: 2884.475586
	Iteration 22Q: 3 clusters Score -1786178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1786177.750000 Penalty: 2884.475586
	Iteration 23Q: 3 clusters Score -1786178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1786181.625000 Penalty: 2884.475586
	Iteration 24Q: 3 clusters Score -1786182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1786186.375000 Penalty: 2884.475586
	Iteration 25Q: 3 clusters Score -1786186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1786183.000000 Penalty: 2884.475586
	Iteration 26Q: 3 clusters Score -1786183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1786183.625000 Penalty: 2884.475586
	Iteration 27Q: 3 clusters Score -1786184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1786185.250000 Penalty: 2884.475586
	Iteration 28Q: 3 clusters Score -1786185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1786183.750000 Penalty: 2884.475586
	Iteration 29Q: 3 clusters Score -1786184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1786186.500000 Penalty: 2884.475586
	Iteration 30Q: 3 clusters Score -1786186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1786185.250000 Penalty: 2884.475586
	Iteration 31Q: 3 clusters Score -1786185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1786185.125000 Penalty: 2884.475586
	Iteration 32Q: 3 clusters Score -1786185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1786183.750000 Penalty: 2884.475586
	Iteration 33Q: 3 clusters Score -1786184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1786182.750000 Penalty: 2884.475586
	Iteration 34Q: 3 clusters Score -1786183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1786185.125000 Penalty: 2884.475586
	Iteration 35Q: 3 clusters Score -1786185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1786185.125000 Penalty: 2884.475586
	Iteration 36F: 3 clusters Score -1786185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -374819.281250 Penalty: 1231.034546
	Iteration 0F: 2 clusters Score -374819.3 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 1975 members 
Entering Unmasked Estep 
Score: -371780.500000 Penalty: 2462.069092
	Iteration 0F: 3 clusters Score -371780.5 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -372751.718750 Penalty: 2462.069092
	Iteration 1F: 3 clusters Score -372751.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -373052.531250 Penalty: 2462.069092
	Iteration 2F: 3 clusters Score -373052.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -373271.562500 Penalty: 2462.069092
	Iteration 3F: 3 clusters Score -373271.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -373476.250000 Penalty: 2462.069092
	Iteration 4F: 3 clusters Score -373476.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -373673.156250 Penalty: 2462.069092
	Iteration 5F: 3 clusters Score -373673.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -373837.750000 Penalty: 2462.069092
	Iteration 6Q: 3 clusters Score -373837.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -373988.843750 Penalty: 2462.069092
	Iteration 7Q: 3 clusters Score -373988.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -374162.062500 Penalty: 2462.069092
	Iteration 8Q: 3 clusters Score -374162.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -374283.031250 Penalty: 2462.069092
	Iteration 9Q: 3 clusters Score -374283 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -374391.250000 Penalty: 2462.069092
	Iteration 10Q: 3 clusters Score -374391.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -374496.500000 Penalty: 2462.069092
	Iteration 11Q: 3 clusters Score -374496.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -374611.687500 Penalty: 2462.069092
	Iteration 12Q: 3 clusters Score -374611.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -374686.250000 Penalty: 2462.069092
	Iteration 13Q: 3 clusters Score -374686.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -374744.125000 Penalty: 2462.069092
	Iteration 14Q: 3 clusters Score -374744.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -374797.062500 Penalty: 2462.069092
	Iteration 15Q: 3 clusters Score -374797.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -374845.343750 Penalty: 2462.069092
	Iteration 16Q: 3 clusters Score -374845.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -374886.750000 Penalty: 2462.069092
	Iteration 17Q: 3 clusters Score -374886.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -374916.156250 Penalty: 2462.069092
	Iteration 18Q: 3 clusters Score -374916.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374932.062500 Penalty: 2462.069092
	Iteration 19Q: 3 clusters Score -374932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -374946.031250 Penalty: 2462.069092
	Iteration 20F: 3 clusters Score -374946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -374953.187500 Penalty: 2462.069092
	Iteration 21Q: 3 clusters Score -374953.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -374959.000000 Penalty: 2462.069092
	Iteration 22Q: 3 clusters Score -374959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374962.656250 Penalty: 2462.069092
	Iteration 23Q: 3 clusters Score -374962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -374964.343750 Penalty: 2462.069092
	Iteration 24Q: 3 clusters Score -374964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -374966.562500 Penalty: 2462.069092
	Iteration 25Q: 3 clusters Score -374966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -374970.312500 Penalty: 2462.069092
	Iteration 26Q: 3 clusters Score -374970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -374972.218750 Penalty: 2462.069092
	Iteration 27Q: 3 clusters Score -374972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -374975.687500 Penalty: 2462.069092
	Iteration 28Q: 3 clusters Score -374975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -374981.250000 Penalty: 2462.069092
	Iteration 29Q: 3 clusters Score -374981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -374987.406250 Penalty: 2462.069092
	Iteration 30Q: 3 clusters Score -374987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -374993.187500 Penalty: 2462.069092
	Iteration 31Q: 3 clusters Score -374993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -374996.000000 Penalty: 2462.069092
	Iteration 32Q: 3 clusters Score -374996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -374996.812500 Penalty: 2462.069092
	Iteration 33Q: 3 clusters Score -374996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -374997.718750 Penalty: 2462.069092
	Iteration 34Q: 3 clusters Score -374997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -374998.593750 Penalty: 2462.069092
	Iteration 35Q: 3 clusters Score -374998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -374998.500000 Penalty: 2462.069092
	Iteration 36Q: 3 clusters Score -374998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -374999.343750 Penalty: 2462.069092
	Iteration 37Q: 3 clusters Score -374999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -374999.156250 Penalty: 2462.069092
	Iteration 38Q: 3 clusters Score -374999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -374999.156250 Penalty: 2462.069092
	Iteration 39F: 3 clusters Score -374999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 17386 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Entering Unmasked Estep 
Score: -110957256.000000 Penalty: 82252.445312
Splitting cluster 17 changes total score from -110953184.000000 to -110957256.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 18 (36078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Entering Unmasked Estep 
Score: -4204386.500000 Penalty: 1561.423706
	Iteration 0F: 2 clusters Score -4204386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4180996.250000 Penalty: 3122.847412
	Iteration 0F: 3 clusters Score -4180996 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4189697.250000 Penalty: 3122.847412
	Iteration 1F: 3 clusters Score -4189697 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4190277.750000 Penalty: 3122.847412
	Iteration 2Q: 3 clusters Score -4190278 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4190967.250000 Penalty: 3122.847412
	Iteration 3Q: 3 clusters Score -4190967 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4191865.250000 Penalty: 3122.847412
	Iteration 4F: 3 clusters Score -4191865 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4193154.500000 Penalty: 3122.847412
	Iteration 5F: 3 clusters Score -4193154 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4194885.000000 Penalty: 3122.847412
	Iteration 6F: 3 clusters Score -4194885 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4196917.000000 Penalty: 3122.847412
	Iteration 7F: 3 clusters Score -4196917 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4198916.000000 Penalty: 3122.847412
	Iteration 8F: 3 clusters Score -4198916 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4200549.000000 Penalty: 3122.847412
	Iteration 9F: 3 clusters Score -4200549 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4201526.000000 Penalty: 3122.847412
	Iteration 10Q: 3 clusters Score -4201526 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4202073.000000 Penalty: 3122.847412
	Iteration 11Q: 3 clusters Score -4202073 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4202379.000000 Penalty: 3122.847412
	Iteration 12Q: 3 clusters Score -4202379 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4202521.000000 Penalty: 3122.847412
	Iteration 13Q: 3 clusters Score -4202521 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4202619.500000 Penalty: 3122.847412
	Iteration 14Q: 3 clusters Score -4202620 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4202676.000000 Penalty: 3122.847412
	Iteration 15Q: 3 clusters Score -4202676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4202713.000000 Penalty: 3122.847412
	Iteration 16Q: 3 clusters Score -4202713 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4202745.500000 Penalty: 3122.847412
	Iteration 17Q: 3 clusters Score -4202746 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4202757.500000 Penalty: 3122.847412
	Iteration 18Q: 3 clusters Score -4202758 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -4202784.500000 Penalty: 3122.847412
	Iteration 19Q: 3 clusters Score -4202784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4202806.000000 Penalty: 3122.847412
	Iteration 20F: 3 clusters Score -4202806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4202822.500000 Penalty: 3122.847412
	Iteration 21Q: 3 clusters Score -4202822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4202842.500000 Penalty: 3122.847412
	Iteration 22Q: 3 clusters Score -4202842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4202857.000000 Penalty: 3122.847412
	Iteration 23Q: 3 clusters Score -4202857 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4202866.500000 Penalty: 3122.847412
	Iteration 24Q: 3 clusters Score -4202866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4202881.500000 Penalty: 3122.847412
	Iteration 25Q: 3 clusters Score -4202882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4202881.000000 Penalty: 3122.847412
	Iteration 26Q: 3 clusters Score -4202881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4202899.000000 Penalty: 3122.847412
	Iteration 27Q: 3 clusters Score -4202899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4202894.000000 Penalty: 3122.847412
	Iteration 28Q: 3 clusters Score -4202894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4202895.500000 Penalty: 3122.847412
	Iteration 29Q: 3 clusters Score -4202896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4202896.500000 Penalty: 3122.847412
	Iteration 30Q: 3 clusters Score -4202896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -4202897.500000 Penalty: 3122.847412
	Iteration 31Q: 3 clusters Score -4202898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4202905.000000 Penalty: 3122.847412
	Iteration 32Q: 3 clusters Score -4202905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4202907.500000 Penalty: 3122.847412
	Iteration 33Q: 3 clusters Score -4202908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4202911.000000 Penalty: 3122.847412
	Iteration 34Q: 3 clusters Score -4202911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4202916.000000 Penalty: 3122.847412
	Iteration 35Q: 3 clusters Score -4202916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -4202918.000000 Penalty: 3122.847412
	Iteration 36Q: 3 clusters Score -4202918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4202913.500000 Penalty: 3122.847412
	Iteration 37Q: 3 clusters Score -4202914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4202915.000000 Penalty: 3122.847412
	Iteration 38Q: 3 clusters Score -4202915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4202920.000000 Penalty: 3122.847412
	Iteration 39Q: 3 clusters Score -4202920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4202922.500000 Penalty: 3122.847412
	Iteration 40F: 3 clusters Score -4202922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -4202918.000000 Penalty: 3122.847412
	Iteration 41Q: 3 clusters Score -4202918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4202922.500000 Penalty: 3122.847412
	Iteration 42Q: 3 clusters Score -4202922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4202924.000000 Penalty: 3122.847412
	Iteration 43Q: 3 clusters Score -4202924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -4202925.500000 Penalty: 3122.847412
	Iteration 44Q: 3 clusters Score -4202926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4202932.500000 Penalty: 3122.847412
	Iteration 45Q: 3 clusters Score -4202932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4202937.500000 Penalty: 3122.847412
	Iteration 46Q: 3 clusters Score -4202938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4202937.000000 Penalty: 3122.847412
	Iteration 47Q: 3 clusters Score -4202937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4202947.500000 Penalty: 3122.847412
	Iteration 48Q: 3 clusters Score -4202948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4202940.000000 Penalty: 3122.847412
	Iteration 49Q: 3 clusters Score -4202940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4202945.500000 Penalty: 3122.847412
	Iteration 50Q: 3 clusters Score -4202946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -4202947.000000 Penalty: 3122.847412
	Iteration 51Q: 3 clusters Score -4202947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4202950.500000 Penalty: 3122.847412
	Iteration 52Q: 3 clusters Score -4202950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4202949.000000 Penalty: 3122.847412
	Iteration 53Q: 3 clusters Score -4202949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4202946.000000 Penalty: 3122.847412
	Iteration 54Q: 3 clusters Score -4202946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4202948.000000 Penalty: 3122.847412
	Iteration 55Q: 3 clusters Score -4202948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4202942.000000 Penalty: 3122.847412
	Iteration 56Q: 3 clusters Score -4202942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -4202946.000000 Penalty: 3122.847412
	Iteration 57Q: 3 clusters Score -4202946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4202958.000000 Penalty: 3122.847412
	Iteration 58Q: 3 clusters Score -4202958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4202967.500000 Penalty: 3122.847412
	Iteration 59Q: 3 clusters Score -4202968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4202965.000000 Penalty: 3122.847412
	Iteration 60F: 3 clusters Score -4202965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4202965.000000 Penalty: 3122.847412
	Iteration 61Q: 3 clusters Score -4202965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4202972.000000 Penalty: 3122.847412
	Iteration 62Q: 3 clusters Score -4202972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -4202962.500000 Penalty: 3122.847412
	Iteration 63Q: 3 clusters Score -4202962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -4202963.500000 Penalty: 3122.847412
	Iteration 64Q: 3 clusters Score -4202964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4202960.500000 Penalty: 3122.847412
	Iteration 65Q: 3 clusters Score -4202960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4202965.000000 Penalty: 3122.847412
	Iteration 66Q: 3 clusters Score -4202965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4202973.500000 Penalty: 3122.847412
	Iteration 67Q: 3 clusters Score -4202974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -4202963.500000 Penalty: 3122.847412
	Iteration 68Q: 3 clusters Score -4202964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4202964.000000 Penalty: 3122.847412
	Iteration 69Q: 3 clusters Score -4202964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4202965.000000 Penalty: 3122.847412
	Iteration 70Q: 3 clusters Score -4202965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -4202963.500000 Penalty: 3122.847412
	Iteration 71Q: 3 clusters Score -4202964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4202967.500000 Penalty: 3122.847412
	Iteration 72Q: 3 clusters Score -4202968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -4202967.500000 Penalty: 3122.847412
	Iteration 73Q: 3 clusters Score -4202968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4202964.500000 Penalty: 3122.847412
	Iteration 74Q: 3 clusters Score -4202964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -4202965.500000 Penalty: 3122.847412
	Iteration 75Q: 3 clusters Score -4202966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -4202968.500000 Penalty: 3122.847412
	Iteration 76Q: 3 clusters Score -4202968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4202967.500000 Penalty: 3122.847412
	Iteration 77Q: 3 clusters Score -4202968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4202961.500000 Penalty: 3122.847412
	Iteration 78Q: 3 clusters Score -4202962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4202962.500000 Penalty: 3122.847412
	Iteration 79Q: 3 clusters Score -4202962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4202962.500000 Penalty: 3122.847412
	Iteration 80F: 3 clusters Score -4202962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -524350.812500 Penalty: 1262.242065
	Iteration 0F: 2 clusters Score -524350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -520798.500000 Penalty: 2524.484131
	Iteration 0F: 3 clusters Score -520798.5 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -521801.437500 Penalty: 2524.484131
	Iteration 1F: 3 clusters Score -521801.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -521999.468750 Penalty: 2524.484131
	Iteration 2F: 3 clusters Score -521999.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -522125.218750 Penalty: 2524.484131
	Iteration 3F: 3 clusters Score -522125.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -522223.062500 Penalty: 2524.484131
	Iteration 4Q: 3 clusters Score -522223.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -522312.218750 Penalty: 2524.484131
	Iteration 5Q: 3 clusters Score -522312.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -522424.406250 Penalty: 2524.484131
	Iteration 6Q: 3 clusters Score -522424.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -522511.250000 Penalty: 2524.484131
	Iteration 7Q: 3 clusters Score -522511.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -522594.062500 Penalty: 2524.484131
	Iteration 8Q: 3 clusters Score -522594.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -522666.062500 Penalty: 2524.484131
	Iteration 9Q: 3 clusters Score -522666.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -522733.875000 Penalty: 2524.484131
	Iteration 10Q: 3 clusters Score -522733.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -522801.687500 Penalty: 2524.484131
	Iteration 11Q: 3 clusters Score -522801.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -522860.593750 Penalty: 2524.484131
	Iteration 12Q: 3 clusters Score -522860.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -522919.656250 Penalty: 2524.484131
	Iteration 13Q: 3 clusters Score -522919.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -522980.906250 Penalty: 2524.484131
	Iteration 14Q: 3 clusters Score -522980.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -523048.093750 Penalty: 2524.484131
	Iteration 15Q: 3 clusters Score -523048.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -523108.437500 Penalty: 2524.484131
	Iteration 16Q: 3 clusters Score -523108.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -523153.312500 Penalty: 2524.484131
	Iteration 17Q: 3 clusters Score -523153.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -523199.500000 Penalty: 2524.484131
	Iteration 18Q: 3 clusters Score -523199.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -523252.718750 Penalty: 2524.484131
	Iteration 19Q: 3 clusters Score -523252.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -523308.000000 Penalty: 2524.484131
	Iteration 20F: 3 clusters Score -523308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -523366.187500 Penalty: 2524.484131
	Iteration 21Q: 3 clusters Score -523366.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -523407.343750 Penalty: 2524.484131
	Iteration 22Q: 3 clusters Score -523407.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -523450.812500 Penalty: 2524.484131
	Iteration 23Q: 3 clusters Score -523450.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -523491.406250 Penalty: 2524.484131
	Iteration 24Q: 3 clusters Score -523491.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -523529.250000 Penalty: 2524.484131
	Iteration 25Q: 3 clusters Score -523529.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -523561.687500 Penalty: 2524.484131
	Iteration 26Q: 3 clusters Score -523561.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -523597.718750 Penalty: 2524.484131
	Iteration 27Q: 3 clusters Score -523597.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -523638.875000 Penalty: 2524.484131
	Iteration 28Q: 3 clusters Score -523638.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -523695.937500 Penalty: 2524.484131
	Iteration 29Q: 3 clusters Score -523695.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -523738.156250 Penalty: 2524.484131
	Iteration 30Q: 3 clusters Score -523738.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -523766.375000 Penalty: 2524.484131
	Iteration 31Q: 3 clusters Score -523766.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -523780.218750 Penalty: 2524.484131
	Iteration 32Q: 3 clusters Score -523780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -523787.968750 Penalty: 2524.484131
	Iteration 33Q: 3 clusters Score -523788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -523791.437500 Penalty: 2524.484131
	Iteration 34Q: 3 clusters Score -523791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -523793.531250 Penalty: 2524.484131
	Iteration 35Q: 3 clusters Score -523793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -523793.843750 Penalty: 2524.484131
	Iteration 36Q: 3 clusters Score -523793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -523795.625000 Penalty: 2524.484131
	Iteration 37Q: 3 clusters Score -523795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -523795.968750 Penalty: 2524.484131
	Iteration 38Q: 3 clusters Score -523796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -523795.968750 Penalty: 2524.484131
	Iteration 39F: 3 clusters Score -523796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Entering Unmasked Estep 
Score: -2771419.500000 Penalty: 1499.279175
	Iteration 0F: 2 clusters Score -2771420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2755977.500000 Penalty: 2998.558350
	Iteration 0F: 3 clusters Score -2755978 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2761645.250000 Penalty: 2998.558350
	Iteration 1F: 3 clusters Score -2761645 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2762183.500000 Penalty: 2998.558350
	Iteration 2F: 3 clusters Score -2762184 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2762674.500000 Penalty: 2998.558350
	Iteration 3Q: 3 clusters Score -2762674 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2763212.250000 Penalty: 2998.558350
	Iteration 4Q: 3 clusters Score -2763212 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2763733.250000 Penalty: 2998.558350
	Iteration 5Q: 3 clusters Score -2763733 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2764272.250000 Penalty: 2998.558350
	Iteration 6Q: 3 clusters Score -2764272 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2764839.500000 Penalty: 2998.558350
	Iteration 7Q: 3 clusters Score -2764840 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2765571.000000 Penalty: 2998.558350
	Iteration 8F: 3 clusters Score -2765571 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2766463.250000 Penalty: 2998.558350
	Iteration 9F: 3 clusters Score -2766463 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2767494.000000 Penalty: 2998.558350
	Iteration 10F: 3 clusters Score -2767494 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2768483.750000 Penalty: 2998.558350
	Iteration 11Q: 3 clusters Score -2768484 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2769240.000000 Penalty: 2998.558350
	Iteration 12Q: 3 clusters Score -2769240 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2769679.500000 Penalty: 2998.558350
	Iteration 13Q: 3 clusters Score -2769680 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2769938.500000 Penalty: 2998.558350
	Iteration 14Q: 3 clusters Score -2769938 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2770112.250000 Penalty: 2998.558350
	Iteration 15Q: 3 clusters Score -2770112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2770204.750000 Penalty: 2998.558350
	Iteration 16Q: 3 clusters Score -2770205 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2770301.750000 Penalty: 2998.558350
	Iteration 17Q: 3 clusters Score -2770302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2770396.250000 Penalty: 2998.558350
	Iteration 18Q: 3 clusters Score -2770396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2770448.500000 Penalty: 2998.558350
	Iteration 19Q: 3 clusters Score -2770448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2770485.250000 Penalty: 2998.558350
	Iteration 20F: 3 clusters Score -2770485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2770505.000000 Penalty: 2998.558350
	Iteration 21Q: 3 clusters Score -2770505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2770514.000000 Penalty: 2998.558350
	Iteration 22Q: 3 clusters Score -2770514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2770516.250000 Penalty: 2998.558350
	Iteration 23Q: 3 clusters Score -2770516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2770514.500000 Penalty: 2998.558350
	Iteration 24Q: 3 clusters Score -2770514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2770517.750000 Penalty: 2998.558350
	Iteration 25Q: 3 clusters Score -2770518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2770519.250000 Penalty: 2998.558350
	Iteration 26Q: 3 clusters Score -2770519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2770516.750000 Penalty: 2998.558350
	Iteration 27Q: 3 clusters Score -2770517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2770526.000000 Penalty: 2998.558350
	Iteration 28Q: 3 clusters Score -2770526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2770526.000000 Penalty: 2998.558350
	Iteration 29F: 3 clusters Score -2770526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Entering Unmasked Estep 
Score: -1992713.250000 Penalty: 1452.796997
	Iteration 0F: 2 clusters Score -1992713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1981280.125000 Penalty: 2905.593994
	Iteration 0F: 3 clusters Score -1981280 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1985586.750000 Penalty: 2905.593994
	Iteration 1F: 3 clusters Score -1985587 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1986327.875000 Penalty: 2905.593994
	Iteration 2F: 3 clusters Score -1986328 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1987246.875000 Penalty: 2905.593994
	Iteration 3F: 3 clusters Score -1987247 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1988400.125000 Penalty: 2905.593994
	Iteration 4F: 3 clusters Score -1988400 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1989671.000000 Penalty: 2905.593994
	Iteration 5F: 3 clusters Score -1989671 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1990768.375000 Penalty: 2905.593994
	Iteration 6F: 3 clusters Score -1990768 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1991591.875000 Penalty: 2905.593994
	Iteration 7F: 3 clusters Score -1991592 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1992119.000000 Penalty: 2905.593994
	Iteration 8Q: 3 clusters Score -1992119 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1992360.125000 Penalty: 2905.593994
	Iteration 9Q: 3 clusters Score -1992360 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1992516.000000 Penalty: 2905.593994
	Iteration 10Q: 3 clusters Score -1992516 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1992603.500000 Penalty: 2905.593994
	Iteration 11Q: 3 clusters Score -1992604 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1992668.750000 Penalty: 2905.593994
	Iteration 12Q: 3 clusters Score -1992669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1992716.000000 Penalty: 2905.593994
	Iteration 13Q: 3 clusters Score -1992716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1992739.125000 Penalty: 2905.593994
	Iteration 14Q: 3 clusters Score -1992739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1992752.625000 Penalty: 2905.593994
	Iteration 15Q: 3 clusters Score -1992753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1992762.125000 Penalty: 2905.593994
	Iteration 16Q: 3 clusters Score -1992762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1992772.125000 Penalty: 2905.593994
	Iteration 17Q: 3 clusters Score -1992772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1992788.375000 Penalty: 2905.593994
	Iteration 18Q: 3 clusters Score -1992788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1992793.375000 Penalty: 2905.593994
	Iteration 19Q: 3 clusters Score -1992793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1992799.750000 Penalty: 2905.593994
	Iteration 20F: 3 clusters Score -1992800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1992811.125000 Penalty: 2905.593994
	Iteration 21Q: 3 clusters Score -1992811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1992816.375000 Penalty: 2905.593994
	Iteration 22Q: 3 clusters Score -1992816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1992816.125000 Penalty: 2905.593994
	Iteration 23Q: 3 clusters Score -1992816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1992818.000000 Penalty: 2905.593994
	Iteration 24Q: 3 clusters Score -1992818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1992820.375000 Penalty: 2905.593994
	Iteration 25Q: 3 clusters Score -1992820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1992824.750000 Penalty: 2905.593994
	Iteration 26Q: 3 clusters Score -1992825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1992827.750000 Penalty: 2905.593994
	Iteration 27Q: 3 clusters Score -1992828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1992830.250000 Penalty: 2905.593994
	Iteration 28Q: 3 clusters Score -1992830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1992828.000000 Penalty: 2905.593994
	Iteration 29Q: 3 clusters Score -1992828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1992827.375000 Penalty: 2905.593994
	Iteration 30Q: 3 clusters Score -1992827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1992827.125000 Penalty: 2905.593994
	Iteration 31Q: 3 clusters Score -1992827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1992827.125000 Penalty: 2905.593994
	Iteration 32F: 3 clusters Score -1992827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Entering Unmasked Estep 
Score: -110956592.000000 Penalty: 84308.757812
Splitting cluster 21 changes total score from -110953184.000000 to -110956592.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 22 (23795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Entering Unmasked Estep 
Score: -2620809.250000 Penalty: 1499.491943
	Iteration 0F: 2 clusters Score -2620809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2605301.750000 Penalty: 2998.983887
	Iteration 0F: 3 clusters Score -2605302 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2611018.250000 Penalty: 2998.983887
	Iteration 1F: 3 clusters Score -2611018 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2611696.750000 Penalty: 2998.983887
	Iteration 2F: 3 clusters Score -2611697 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2612438.750000 Penalty: 2998.983887
	Iteration 3F: 3 clusters Score -2612439 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2613174.000000 Penalty: 2998.983887
	Iteration 4F: 3 clusters Score -2613174 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2614021.250000 Penalty: 2998.983887
	Iteration 5F: 3 clusters Score -2614021 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2614899.000000 Penalty: 2998.983887
	Iteration 6F: 3 clusters Score -2614899 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2615739.750000 Penalty: 2998.983887
	Iteration 7F: 3 clusters Score -2615740 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2616429.750000 Penalty: 2998.983887
	Iteration 8F: 3 clusters Score -2616430 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2616943.000000 Penalty: 2998.983887
	Iteration 9Q: 3 clusters Score -2616943 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2617348.500000 Penalty: 2998.983887
	Iteration 10Q: 3 clusters Score -2617348 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2617631.750000 Penalty: 2998.983887
	Iteration 11Q: 3 clusters Score -2617632 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2617810.250000 Penalty: 2998.983887
	Iteration 12Q: 3 clusters Score -2617810 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2617956.000000 Penalty: 2998.983887
	Iteration 13Q: 3 clusters Score -2617956 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2618084.500000 Penalty: 2998.983887
	Iteration 14Q: 3 clusters Score -2618084 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2618179.250000 Penalty: 2998.983887
	Iteration 15Q: 3 clusters Score -2618179 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2618293.750000 Penalty: 2998.983887
	Iteration 16Q: 3 clusters Score -2618294 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2618420.250000 Penalty: 2998.983887
	Iteration 17Q: 3 clusters Score -2618420 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2618554.250000 Penalty: 2998.983887
	Iteration 18Q: 3 clusters Score -2618554 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2618677.000000 Penalty: 2998.983887
	Iteration 19Q: 3 clusters Score -2618677 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2618837.250000 Penalty: 2998.983887
	Iteration 20F: 3 clusters Score -2618837 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2618976.250000 Penalty: 2998.983887
	Iteration 21Q: 3 clusters Score -2618976 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2619101.250000 Penalty: 2998.983887
	Iteration 22Q: 3 clusters Score -2619101 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2619239.250000 Penalty: 2998.983887
	Iteration 23Q: 3 clusters Score -2619239 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2619385.250000 Penalty: 2998.983887
	Iteration 24Q: 3 clusters Score -2619385 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2619515.500000 Penalty: 2998.983887
	Iteration 25Q: 3 clusters Score -2619516 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2619645.750000 Penalty: 2998.983887
	Iteration 26Q: 3 clusters Score -2619646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2619766.500000 Penalty: 2998.983887
	Iteration 27Q: 3 clusters Score -2619766 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2619868.250000 Penalty: 2998.983887
	Iteration 28Q: 3 clusters Score -2619868 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2619971.500000 Penalty: 2998.983887
	Iteration 29Q: 3 clusters Score -2619972 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2620057.000000 Penalty: 2998.983887
	Iteration 30Q: 3 clusters Score -2620057 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2620125.250000 Penalty: 2998.983887
	Iteration 31Q: 3 clusters Score -2620125 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2620164.000000 Penalty: 2998.983887
	Iteration 32Q: 3 clusters Score -2620164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2620202.000000 Penalty: 2998.983887
	Iteration 33Q: 3 clusters Score -2620202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2620227.500000 Penalty: 2998.983887
	Iteration 34Q: 3 clusters Score -2620228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2620271.500000 Penalty: 2998.983887
	Iteration 35Q: 3 clusters Score -2620272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2620271.500000 Penalty: 2998.983887
	Iteration 36Q: 3 clusters Score -2620272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2620287.250000 Penalty: 2998.983887
	Iteration 37Q: 3 clusters Score -2620287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2620295.250000 Penalty: 2998.983887
	Iteration 38Q: 3 clusters Score -2620295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2620298.750000 Penalty: 2998.983887
	Iteration 39Q: 3 clusters Score -2620299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2620305.750000 Penalty: 2998.983887
	Iteration 40F: 3 clusters Score -2620306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2620308.000000 Penalty: 2998.983887
	Iteration 41Q: 3 clusters Score -2620308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2620313.000000 Penalty: 2998.983887
	Iteration 42Q: 3 clusters Score -2620313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2620314.500000 Penalty: 2998.983887
	Iteration 43Q: 3 clusters Score -2620314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2620313.000000 Penalty: 2998.983887
	Iteration 44Q: 3 clusters Score -2620313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2620321.000000 Penalty: 2998.983887
	Iteration 45Q: 3 clusters Score -2620321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2620332.750000 Penalty: 2998.983887
	Iteration 46Q: 3 clusters Score -2620333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2620336.750000 Penalty: 2998.983887
	Iteration 47Q: 3 clusters Score -2620337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2620340.750000 Penalty: 2998.983887
	Iteration 48Q: 3 clusters Score -2620341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2620355.500000 Penalty: 2998.983887
	Iteration 49Q: 3 clusters Score -2620356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2620359.250000 Penalty: 2998.983887
	Iteration 50Q: 3 clusters Score -2620359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2620368.000000 Penalty: 2998.983887
	Iteration 51Q: 3 clusters Score -2620368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2620363.000000 Penalty: 2998.983887
	Iteration 52Q: 3 clusters Score -2620363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2620366.500000 Penalty: 2998.983887
	Iteration 53Q: 3 clusters Score -2620366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2620364.250000 Penalty: 2998.983887
	Iteration 54Q: 3 clusters Score -2620364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2620374.750000 Penalty: 2998.983887
	Iteration 55Q: 3 clusters Score -2620375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2620381.500000 Penalty: 2998.983887
	Iteration 56Q: 3 clusters Score -2620382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2620380.250000 Penalty: 2998.983887
	Iteration 57Q: 3 clusters Score -2620380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2620384.750000 Penalty: 2998.983887
	Iteration 58Q: 3 clusters Score -2620385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2620381.500000 Penalty: 2998.983887
	Iteration 59Q: 3 clusters Score -2620382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2620378.000000 Penalty: 2998.983887
	Iteration 60F: 3 clusters Score -2620378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2620382.250000 Penalty: 2998.983887
	Iteration 61Q: 3 clusters Score -2620382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2620385.250000 Penalty: 2998.983887
	Iteration 62Q: 3 clusters Score -2620385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2620386.500000 Penalty: 2998.983887
	Iteration 63Q: 3 clusters Score -2620386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2620385.250000 Penalty: 2998.983887
	Iteration 64Q: 3 clusters Score -2620385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2620382.500000 Penalty: 2998.983887
	Iteration 65Q: 3 clusters Score -2620382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2620382.250000 Penalty: 2998.983887
	Iteration 66Q: 3 clusters Score -2620382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2620386.500000 Penalty: 2998.983887
	Iteration 67Q: 3 clusters Score -2620386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2620389.250000 Penalty: 2998.983887
	Iteration 68Q: 3 clusters Score -2620389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2620389.250000 Penalty: 2998.983887
	Iteration 69F: 3 clusters Score -2620389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -710592.250000 Penalty: 1315.736572
	Iteration 0F: 2 clusters Score -710592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -705689.312500 Penalty: 2631.473145
	Iteration 0F: 3 clusters Score -705689.3 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -707284.187500 Penalty: 2631.473145
	Iteration 1F: 3 clusters Score -707284.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -707603.312500 Penalty: 2631.473145
	Iteration 2F: 3 clusters Score -707603.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -707834.875000 Penalty: 2631.473145
	Iteration 3F: 3 clusters Score -707834.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -708019.937500 Penalty: 2631.473145
	Iteration 4Q: 3 clusters Score -708019.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -708172.937500 Penalty: 2631.473145
	Iteration 5Q: 3 clusters Score -708172.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -708298.562500 Penalty: 2631.473145
	Iteration 6Q: 3 clusters Score -708298.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -708425.625000 Penalty: 2631.473145
	Iteration 7Q: 3 clusters Score -708425.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -708560.125000 Penalty: 2631.473145
	Iteration 8Q: 3 clusters Score -708560.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -708682.312500 Penalty: 2631.473145
	Iteration 9Q: 3 clusters Score -708682.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -708817.062500 Penalty: 2631.473145
	Iteration 10Q: 3 clusters Score -708817.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -708953.187500 Penalty: 2631.473145
	Iteration 11Q: 3 clusters Score -708953.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -709098.000000 Penalty: 2631.473145
	Iteration 12Q: 3 clusters Score -709098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -709229.500000 Penalty: 2631.473145
	Iteration 13Q: 3 clusters Score -709229.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -709335.687500 Penalty: 2631.473145
	Iteration 14Q: 3 clusters Score -709335.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -709437.312500 Penalty: 2631.473145
	Iteration 15Q: 3 clusters Score -709437.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -709520.625000 Penalty: 2631.473145
	Iteration 16Q: 3 clusters Score -709520.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -709585.187500 Penalty: 2631.473145
	Iteration 17Q: 3 clusters Score -709585.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -709637.437500 Penalty: 2631.473145
	Iteration 18Q: 3 clusters Score -709637.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -709682.375000 Penalty: 2631.473145
	Iteration 19Q: 3 clusters Score -709682.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -709715.625000 Penalty: 2631.473145
	Iteration 20F: 3 clusters Score -709715.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -709739.250000 Penalty: 2631.473145
	Iteration 21Q: 3 clusters Score -709739.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -709758.375000 Penalty: 2631.473145
	Iteration 22Q: 3 clusters Score -709758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -709775.250000 Penalty: 2631.473145
	Iteration 23Q: 3 clusters Score -709775.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -709790.312500 Penalty: 2631.473145
	Iteration 24Q: 3 clusters Score -709790.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -709809.000000 Penalty: 2631.473145
	Iteration 25Q: 3 clusters Score -709809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -709831.937500 Penalty: 2631.473145
	Iteration 26Q: 3 clusters Score -709831.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -709868.812500 Penalty: 2631.473145
	Iteration 27Q: 3 clusters Score -709868.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -709907.125000 Penalty: 2631.473145
	Iteration 28Q: 3 clusters Score -709907.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -709937.562500 Penalty: 2631.473145
	Iteration 29Q: 3 clusters Score -709937.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -709973.125000 Penalty: 2631.473145
	Iteration 30Q: 3 clusters Score -709973.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -709997.187500 Penalty: 2631.473145
	Iteration 31Q: 3 clusters Score -709997.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -710013.687500 Penalty: 2631.473145
	Iteration 32Q: 3 clusters Score -710013.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -710030.562500 Penalty: 2631.473145
	Iteration 33Q: 3 clusters Score -710030.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -710043.437500 Penalty: 2631.473145
	Iteration 34Q: 3 clusters Score -710043.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -710051.500000 Penalty: 2631.473145
	Iteration 35Q: 3 clusters Score -710051.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -710057.312500 Penalty: 2631.473145
	Iteration 36Q: 3 clusters Score -710057.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -710061.000000 Penalty: 2631.473145
	Iteration 37Q: 3 clusters Score -710061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -710067.625000 Penalty: 2631.473145
	Iteration 38Q: 3 clusters Score -710067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -710068.937500 Penalty: 2631.473145
	Iteration 39Q: 3 clusters Score -710068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -710072.187500 Penalty: 2631.473145
	Iteration 40F: 3 clusters Score -710072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -710075.687500 Penalty: 2631.473145
	Iteration 41Q: 3 clusters Score -710075.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -710079.500000 Penalty: 2631.473145
	Iteration 42Q: 3 clusters Score -710079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -710082.875000 Penalty: 2631.473145
	Iteration 43Q: 3 clusters Score -710082.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -710086.375000 Penalty: 2631.473145
	Iteration 44Q: 3 clusters Score -710086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -710084.687500 Penalty: 2631.473145
	Iteration 45Q: 3 clusters Score -710084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -710088.250000 Penalty: 2631.473145
	Iteration 46Q: 3 clusters Score -710088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -710089.937500 Penalty: 2631.473145
	Iteration 47Q: 3 clusters Score -710089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -710089.687500 Penalty: 2631.473145
	Iteration 48Q: 3 clusters Score -710089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -710091.562500 Penalty: 2631.473145
	Iteration 49Q: 3 clusters Score -710091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -710092.062500 Penalty: 2631.473145
	Iteration 50Q: 3 clusters Score -710092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -710092.625000 Penalty: 2631.473145
	Iteration 51Q: 3 clusters Score -710092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -710093.437500 Penalty: 2631.473145
	Iteration 52Q: 3 clusters Score -710093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -710094.562500 Penalty: 2631.473145
	Iteration 53Q: 3 clusters Score -710094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -710098.062500 Penalty: 2631.473145
	Iteration 54Q: 3 clusters Score -710098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -710098.500000 Penalty: 2631.473145
	Iteration 55Q: 3 clusters Score -710098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -710097.687500 Penalty: 2631.473145
	Iteration 56Q: 3 clusters Score -710097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -710098.312500 Penalty: 2631.473145
	Iteration 57Q: 3 clusters Score -710098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -710099.500000 Penalty: 2631.473145
	Iteration 58Q: 3 clusters Score -710099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -710100.437500 Penalty: 2631.473145
	Iteration 59Q: 3 clusters Score -710100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -710101.500000 Penalty: 2631.473145
	Iteration 60F: 3 clusters Score -710101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -710102.500000 Penalty: 2631.473145
	Iteration 61Q: 3 clusters Score -710102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -710102.437500 Penalty: 2631.473145
	Iteration 62Q: 3 clusters Score -710102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -710102.437500 Penalty: 2631.473145
	Iteration 63F: 3 clusters Score -710102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -129800.304688 Penalty: 1094.424316
	Iteration 0F: 2 clusters Score -129800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128290.984375 Penalty: 2188.848633
	Iteration 0F: 3 clusters Score -128291 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128980.164062 Penalty: 2188.848633
	Iteration 1F: 3 clusters Score -128980.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -129352.632812 Penalty: 2188.848633
	Iteration 2F: 3 clusters Score -129352.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129628.117188 Penalty: 2188.848633
	Iteration 3F: 3 clusters Score -129628.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -129870.265625 Penalty: 2188.848633
	Iteration 4F: 3 clusters Score -129870.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130025.648438 Penalty: 2188.848633
	Iteration 5Q: 3 clusters Score -130025.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -130116.914062 Penalty: 2188.848633
	Iteration 6Q: 3 clusters Score -130116.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130160.039062 Penalty: 2188.848633
	Iteration 7Q: 3 clusters Score -130160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130190.671875 Penalty: 2188.848633
	Iteration 8Q: 3 clusters Score -130190.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130227.460938 Penalty: 2188.848633
	Iteration 9Q: 3 clusters Score -130227.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -130287.382812 Penalty: 2188.848633
	Iteration 10Q: 3 clusters Score -130287.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130348.914062 Penalty: 2188.848633
	Iteration 11Q: 3 clusters Score -130348.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130439.289062 Penalty: 2188.848633
	Iteration 12Q: 3 clusters Score -130439.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -130554.789062 Penalty: 2188.848633
	Iteration 13Q: 3 clusters Score -130554.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130643.796875 Penalty: 2188.848633
	Iteration 14Q: 3 clusters Score -130643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -130666.281250 Penalty: 2188.848633
	Iteration 15Q: 3 clusters Score -130666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130683.250000 Penalty: 2188.848633
	Iteration 16Q: 3 clusters Score -130683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130713.375000 Penalty: 2188.848633
	Iteration 17Q: 3 clusters Score -130713.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -130745.078125 Penalty: 2188.848633
	Iteration 18Q: 3 clusters Score -130745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130770.000000 Penalty: 2188.848633
	Iteration 19Q: 3 clusters Score -130770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130794.453125 Penalty: 2188.848633
	Iteration 20F: 3 clusters Score -130794.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130840.226562 Penalty: 2188.848633
	Iteration 21Q: 3 clusters Score -130840.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -130931.046875 Penalty: 2188.848633
	Iteration 22Q: 3 clusters Score -130931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131022.460938 Penalty: 2188.848633
	Iteration 23Q: 3 clusters Score -131022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131110.015625 Penalty: 2188.848633
	Iteration 24Q: 3 clusters Score -131110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -131157.875000 Penalty: 2188.848633
	Iteration 25Q: 3 clusters Score -131157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -131202.125000 Penalty: 2188.848633
	Iteration 26Q: 3 clusters Score -131202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131221.390625 Penalty: 2188.848633
	Iteration 27Q: 3 clusters Score -131221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -131233.546875 Penalty: 2188.848633
	Iteration 28Q: 3 clusters Score -131233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131245.984375 Penalty: 2188.848633
	Iteration 29Q: 3 clusters Score -131246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -131257.703125 Penalty: 2188.848633
	Iteration 30Q: 3 clusters Score -131257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131287.281250 Penalty: 2188.848633
	Iteration 31Q: 3 clusters Score -131287.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131313.890625 Penalty: 2188.848633
	Iteration 32Q: 3 clusters Score -131313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -131370.953125 Penalty: 2188.848633
	Iteration 33Q: 3 clusters Score -131371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131436.343750 Penalty: 2188.848633
	Iteration 34Q: 3 clusters Score -131436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131478.000000 Penalty: 2188.848633
	Iteration 35Q: 3 clusters Score -131478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131484.390625 Penalty: 2188.848633
	Iteration 36Q: 3 clusters Score -131484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131490.750000 Penalty: 2188.848633
	Iteration 37Q: 3 clusters Score -131490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131493.140625 Penalty: 2188.848633
	Iteration 38Q: 3 clusters Score -131493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131493.921875 Penalty: 2188.848633
	Iteration 39Q: 3 clusters Score -131493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131514.875000 Penalty: 2188.848633
	Iteration 40F: 3 clusters Score -131514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131565.953125 Penalty: 2188.848633
	Iteration 41Q: 3 clusters Score -131566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131573.468750 Penalty: 2188.848633
	Iteration 42Q: 3 clusters Score -131573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -131580.281250 Penalty: 2188.848633
	Iteration 43Q: 3 clusters Score -131580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131583.593750 Penalty: 2188.848633
	Iteration 44Q: 3 clusters Score -131583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131587.312500 Penalty: 2188.848633
	Iteration 45Q: 3 clusters Score -131587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131587.312500 Penalty: 2188.848633
	Iteration 46F: 3 clusters Score -131587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 19186 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Mstep: Class 42 contains 749 members 
Entering Unmasked Estep 
Score: -110957360.000000 Penalty: 86365.070312
Splitting cluster 24 changes total score from -110953184.000000 to -110957360.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 25 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -917569.000000 Penalty: 1341.186768
	Iteration 0F: 2 clusters Score -917569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -911906.937500 Penalty: 2682.373535
	Iteration 0F: 3 clusters Score -911906.9 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -913705.187500 Penalty: 2682.373535
	Iteration 1F: 3 clusters Score -913705.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -914031.437500 Penalty: 2682.373535
	Iteration 2F: 3 clusters Score -914031.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -914269.250000 Penalty: 2682.373535
	Iteration 3F: 3 clusters Score -914269.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -914433.000000 Penalty: 2682.373535
	Iteration 4Q: 3 clusters Score -914433 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -914573.875000 Penalty: 2682.373535
	Iteration 5Q: 3 clusters Score -914573.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -914692.937500 Penalty: 2682.373535
	Iteration 6Q: 3 clusters Score -914692.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -914809.625000 Penalty: 2682.373535
	Iteration 7Q: 3 clusters Score -914809.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -914915.687500 Penalty: 2682.373535
	Iteration 8Q: 3 clusters Score -914915.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -914993.687500 Penalty: 2682.373535
	Iteration 9Q: 3 clusters Score -914993.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -915068.437500 Penalty: 2682.373535
	Iteration 10Q: 3 clusters Score -915068.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -915134.500000 Penalty: 2682.373535
	Iteration 11Q: 3 clusters Score -915134.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -915196.250000 Penalty: 2682.373535
	Iteration 12Q: 3 clusters Score -915196.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -915256.062500 Penalty: 2682.373535
	Iteration 13Q: 3 clusters Score -915256.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -915311.187500 Penalty: 2682.373535
	Iteration 14Q: 3 clusters Score -915311.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -915357.187500 Penalty: 2682.373535
	Iteration 15Q: 3 clusters Score -915357.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -915400.375000 Penalty: 2682.373535
	Iteration 16Q: 3 clusters Score -915400.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -915440.250000 Penalty: 2682.373535
	Iteration 17Q: 3 clusters Score -915440.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -915495.250000 Penalty: 2682.373535
	Iteration 18Q: 3 clusters Score -915495.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -915553.375000 Penalty: 2682.373535
	Iteration 19Q: 3 clusters Score -915553.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -915608.500000 Penalty: 2682.373535
	Iteration 20F: 3 clusters Score -915608.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -915649.375000 Penalty: 2682.373535
	Iteration 21Q: 3 clusters Score -915649.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -915685.687500 Penalty: 2682.373535
	Iteration 22Q: 3 clusters Score -915685.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -915712.937500 Penalty: 2682.373535
	Iteration 23Q: 3 clusters Score -915712.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -915737.687500 Penalty: 2682.373535
	Iteration 24Q: 3 clusters Score -915737.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -915763.562500 Penalty: 2682.373535
	Iteration 25Q: 3 clusters Score -915763.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -915785.125000 Penalty: 2682.373535
	Iteration 26Q: 3 clusters Score -915785.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -915803.250000 Penalty: 2682.373535
	Iteration 27Q: 3 clusters Score -915803.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -915821.062500 Penalty: 2682.373535
	Iteration 28Q: 3 clusters Score -915821.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -915838.750000 Penalty: 2682.373535
	Iteration 29Q: 3 clusters Score -915838.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -915859.312500 Penalty: 2682.373535
	Iteration 30Q: 3 clusters Score -915859.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -915873.562500 Penalty: 2682.373535
	Iteration 31Q: 3 clusters Score -915873.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -915886.375000 Penalty: 2682.373535
	Iteration 32Q: 3 clusters Score -915886.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -915896.875000 Penalty: 2682.373535
	Iteration 33Q: 3 clusters Score -915896.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -915908.812500 Penalty: 2682.373535
	Iteration 34Q: 3 clusters Score -915908.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -915920.375000 Penalty: 2682.373535
	Iteration 35Q: 3 clusters Score -915920.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -915932.187500 Penalty: 2682.373535
	Iteration 36Q: 3 clusters Score -915932.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -915939.000000 Penalty: 2682.373535
	Iteration 37Q: 3 clusters Score -915939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -915944.812500 Penalty: 2682.373535
	Iteration 38Q: 3 clusters Score -915944.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -915950.437500 Penalty: 2682.373535
	Iteration 39Q: 3 clusters Score -915950.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -915960.437500 Penalty: 2682.373535
	Iteration 40F: 3 clusters Score -915960.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -915973.125000 Penalty: 2682.373535
	Iteration 41Q: 3 clusters Score -915973.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -915989.625000 Penalty: 2682.373535
	Iteration 42Q: 3 clusters Score -915989.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -916002.687500 Penalty: 2682.373535
	Iteration 43Q: 3 clusters Score -916002.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -916023.312500 Penalty: 2682.373535
	Iteration 44Q: 3 clusters Score -916023.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -916036.500000 Penalty: 2682.373535
	Iteration 45Q: 3 clusters Score -916036.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -916059.437500 Penalty: 2682.373535
	Iteration 46Q: 3 clusters Score -916059.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -916078.250000 Penalty: 2682.373535
	Iteration 47Q: 3 clusters Score -916078.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -916100.500000 Penalty: 2682.373535
	Iteration 48Q: 3 clusters Score -916100.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -916123.562500 Penalty: 2682.373535
	Iteration 49Q: 3 clusters Score -916123.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -916140.875000 Penalty: 2682.373535
	Iteration 50Q: 3 clusters Score -916140.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -916159.437500 Penalty: 2682.373535
	Iteration 51Q: 3 clusters Score -916159.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -916183.125000 Penalty: 2682.373535
	Iteration 52Q: 3 clusters Score -916183.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -916211.375000 Penalty: 2682.373535
	Iteration 53Q: 3 clusters Score -916211.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -916240.250000 Penalty: 2682.373535
	Iteration 54Q: 3 clusters Score -916240.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -916274.937500 Penalty: 2682.373535
	Iteration 55Q: 3 clusters Score -916274.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -916311.937500 Penalty: 2682.373535
	Iteration 56Q: 3 clusters Score -916311.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -916349.875000 Penalty: 2682.373535
	Iteration 57Q: 3 clusters Score -916349.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -916395.750000 Penalty: 2682.373535
	Iteration 58Q: 3 clusters Score -916395.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -916435.187500 Penalty: 2682.373535
	Iteration 59Q: 3 clusters Score -916435.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -916457.437500 Penalty: 2682.373535
	Iteration 60F: 3 clusters Score -916457.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -916484.687500 Penalty: 2682.373535
	Iteration 61Q: 3 clusters Score -916484.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -916504.000000 Penalty: 2682.373535
	Iteration 62Q: 3 clusters Score -916504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -916530.062500 Penalty: 2682.373535
	Iteration 63Q: 3 clusters Score -916530.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -916550.312500 Penalty: 2682.373535
	Iteration 64Q: 3 clusters Score -916550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -916566.437500 Penalty: 2682.373535
	Iteration 65Q: 3 clusters Score -916566.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -916576.250000 Penalty: 2682.373535
	Iteration 66Q: 3 clusters Score -916576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -916582.187500 Penalty: 2682.373535
	Iteration 67Q: 3 clusters Score -916582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -916588.125000 Penalty: 2682.373535
	Iteration 68Q: 3 clusters Score -916588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -916590.312500 Penalty: 2682.373535
	Iteration 69Q: 3 clusters Score -916590.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -916595.062500 Penalty: 2682.373535
	Iteration 70Q: 3 clusters Score -916595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -916596.687500 Penalty: 2682.373535
	Iteration 71Q: 3 clusters Score -916596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -916598.812500 Penalty: 2682.373535
	Iteration 72Q: 3 clusters Score -916598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -916600.250000 Penalty: 2682.373535
	Iteration 73Q: 3 clusters Score -916600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -916599.937500 Penalty: 2682.373535
	Iteration 74Q: 3 clusters Score -916599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -916599.937500 Penalty: 2682.373535
	Iteration 75F: 3 clusters Score -916599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (58027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Entering Unmasked Estep 
Score: -6713901.000000 Penalty: 1632.137207
	Iteration 0F: 2 clusters Score -6713901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -6676227.000000 Penalty: 3264.274414
	Iteration 0F: 3 clusters Score -6676227 nChanged 26872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -6691243.500000 Penalty: 3264.274414
	Iteration 1F: 3 clusters Score -6691244 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -6692128.000000 Penalty: 3264.274414
	Iteration 2Q: 3 clusters Score -6692128 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -6693151.000000 Penalty: 3264.274414
	Iteration 3Q: 3 clusters Score -6693151 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6694485.000000 Penalty: 3264.274414
	Iteration 4Q: 3 clusters Score -6694485 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -6696073.500000 Penalty: 3264.274414
	Iteration 5F: 3 clusters Score -6696074 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -6698046.000000 Penalty: 3264.274414
	Iteration 6F: 3 clusters Score -6698046 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -6700180.500000 Penalty: 3264.274414
	Iteration 7F: 3 clusters Score -6700180 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -6702254.000000 Penalty: 3264.274414
	Iteration 8F: 3 clusters Score -6702254 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -6704015.000000 Penalty: 3264.274414
	Iteration 9F: 3 clusters Score -6704015 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -6705221.000000 Penalty: 3264.274414
	Iteration 10Q: 3 clusters Score -6705221 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -6706050.500000 Penalty: 3264.274414
	Iteration 11Q: 3 clusters Score -6706050 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6706659.000000 Penalty: 3264.274414
	Iteration 12Q: 3 clusters Score -6706659 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -6707177.000000 Penalty: 3264.274414
	Iteration 13Q: 3 clusters Score -6707177 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -6707724.500000 Penalty: 3264.274414
	Iteration 14Q: 3 clusters Score -6707724 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -6708269.000000 Penalty: 3264.274414
	Iteration 15Q: 3 clusters Score -6708269 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -6708782.500000 Penalty: 3264.274414
	Iteration 16Q: 3 clusters Score -6708782 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -6709283.500000 Penalty: 3264.274414
	Iteration 17Q: 3 clusters Score -6709284 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -6709792.000000 Penalty: 3264.274414
	Iteration 18Q: 3 clusters Score -6709792 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -6710384.000000 Penalty: 3264.274414
	Iteration 19Q: 3 clusters Score -6710384 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -6710987.000000 Penalty: 3264.274414
	Iteration 20F: 3 clusters Score -6710987 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6711554.000000 Penalty: 3264.274414
	Iteration 21Q: 3 clusters Score -6711554 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6712081.500000 Penalty: 3264.274414
	Iteration 22Q: 3 clusters Score -6712082 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -6712491.000000 Penalty: 3264.274414
	Iteration 23Q: 3 clusters Score -6712491 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6712839.500000 Penalty: 3264.274414
	Iteration 24Q: 3 clusters Score -6712840 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6713036.000000 Penalty: 3264.274414
	Iteration 25Q: 3 clusters Score -6713036 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6713205.000000 Penalty: 3264.274414
	Iteration 26Q: 3 clusters Score -6713205 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -6713337.000000 Penalty: 3264.274414
	Iteration 27Q: 3 clusters Score -6713337 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6713469.500000 Penalty: 3264.274414
	Iteration 28Q: 3 clusters Score -6713470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6713568.000000 Penalty: 3264.274414
	Iteration 29Q: 3 clusters Score -6713568 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6713602.000000 Penalty: 3264.274414
	Iteration 30Q: 3 clusters Score -6713602 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6713617.000000 Penalty: 3264.274414
	Iteration 31Q: 3 clusters Score -6713617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6713644.500000 Penalty: 3264.274414
	Iteration 32Q: 3 clusters Score -6713644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6713664.000000 Penalty: 3264.274414
	Iteration 33Q: 3 clusters Score -6713664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6713681.500000 Penalty: 3264.274414
	Iteration 34Q: 3 clusters Score -6713682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6713694.000000 Penalty: 3264.274414
	Iteration 35Q: 3 clusters Score -6713694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6713710.000000 Penalty: 3264.274414
	Iteration 36Q: 3 clusters Score -6713710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6713717.000000 Penalty: 3264.274414
	Iteration 37Q: 3 clusters Score -6713717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6713730.500000 Penalty: 3264.274414
	Iteration 38Q: 3 clusters Score -6713730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6713724.000000 Penalty: 3264.274414
	Iteration 39Q: 3 clusters Score -6713724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6713732.500000 Penalty: 3264.274414
	Iteration 40F: 3 clusters Score -6713732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6713749.000000 Penalty: 3264.274414
	Iteration 41Q: 3 clusters Score -6713749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6713750.000000 Penalty: 3264.274414
	Iteration 42Q: 3 clusters Score -6713750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6713747.500000 Penalty: 3264.274414
	Iteration 43Q: 3 clusters Score -6713748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6713747.000000 Penalty: 3264.274414
	Iteration 44Q: 3 clusters Score -6713747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6713754.500000 Penalty: 3264.274414
	Iteration 45Q: 3 clusters Score -6713754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6713751.500000 Penalty: 3264.274414
	Iteration 46Q: 3 clusters Score -6713752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6713751.000000 Penalty: 3264.274414
	Iteration 47Q: 3 clusters Score -6713751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6713755.000000 Penalty: 3264.274414
	Iteration 48Q: 3 clusters Score -6713755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6713762.500000 Penalty: 3264.274414
	Iteration 49Q: 3 clusters Score -6713762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6713753.000000 Penalty: 3264.274414
	Iteration 50Q: 3 clusters Score -6713753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6713758.500000 Penalty: 3264.274414
	Iteration 51Q: 3 clusters Score -6713758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6713753.000000 Penalty: 3264.274414
	Iteration 52Q: 3 clusters Score -6713753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6713754.500000 Penalty: 3264.274414
	Iteration 53Q: 3 clusters Score -6713754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6713766.000000 Penalty: 3264.274414
	Iteration 54Q: 3 clusters Score -6713766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6713758.500000 Penalty: 3264.274414
	Iteration 55Q: 3 clusters Score -6713758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6713771.500000 Penalty: 3264.274414
	Iteration 56Q: 3 clusters Score -6713772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6713763.000000 Penalty: 3264.274414
	Iteration 57Q: 3 clusters Score -6713763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6713762.000000 Penalty: 3264.274414
	Iteration 58Q: 3 clusters Score -6713762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6713771.000000 Penalty: 3264.274414
	Iteration 59Q: 3 clusters Score -6713771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6713779.000000 Penalty: 3264.274414
	Iteration 60F: 3 clusters Score -6713779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6713775.000000 Penalty: 3264.274414
	Iteration 61Q: 3 clusters Score -6713775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6713776.000000 Penalty: 3264.274414
	Iteration 62Q: 3 clusters Score -6713776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6713777.500000 Penalty: 3264.274414
	Iteration 63Q: 3 clusters Score -6713778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6713783.000000 Penalty: 3264.274414
	Iteration 64Q: 3 clusters Score -6713783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6713779.000000 Penalty: 3264.274414
	Iteration 65Q: 3 clusters Score -6713779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6713784.500000 Penalty: 3264.274414
	Iteration 66Q: 3 clusters Score -6713784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6713780.000000 Penalty: 3264.274414
	Iteration 67Q: 3 clusters Score -6713780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6713782.000000 Penalty: 3264.274414
	Iteration 68Q: 3 clusters Score -6713782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6713784.000000 Penalty: 3264.274414
	Iteration 69Q: 3 clusters Score -6713784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6713785.500000 Penalty: 3264.274414
	Iteration 70Q: 3 clusters Score -6713786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6713781.500000 Penalty: 3264.274414
	Iteration 71Q: 3 clusters Score -6713782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6713781.000000 Penalty: 3264.274414
	Iteration 72Q: 3 clusters Score -6713781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6713780.000000 Penalty: 3264.274414
	Iteration 73Q: 3 clusters Score -6713780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6713787.000000 Penalty: 3264.274414
	Iteration 74Q: 3 clusters Score -6713787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6713787.000000 Penalty: 3264.274414
	Iteration 75F: 3 clusters Score -6713787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Entering Unmasked Estep 
Score: -2122539.500000 Penalty: 1467.456177
	Iteration 0F: 2 clusters Score -2122540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2109944.250000 Penalty: 2934.912354
	Iteration 0F: 3 clusters Score -2109944 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2114651.250000 Penalty: 2934.912354
	Iteration 1F: 3 clusters Score -2114651 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2115149.750000 Penalty: 2934.912354
	Iteration 2F: 3 clusters Score -2115150 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2115690.250000 Penalty: 2934.912354
	Iteration 3F: 3 clusters Score -2115690 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2116312.500000 Penalty: 2934.912354
	Iteration 4F: 3 clusters Score -2116312 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2117000.250000 Penalty: 2934.912354
	Iteration 5F: 3 clusters Score -2117000 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2117713.000000 Penalty: 2934.912354
	Iteration 6F: 3 clusters Score -2117713 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2118405.250000 Penalty: 2934.912354
	Iteration 7F: 3 clusters Score -2118405 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2119185.750000 Penalty: 2934.912354
	Iteration 8F: 3 clusters Score -2119186 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2119905.500000 Penalty: 2934.912354
	Iteration 9F: 3 clusters Score -2119906 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2120448.500000 Penalty: 2934.912354
	Iteration 10Q: 3 clusters Score -2120448 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2120836.000000 Penalty: 2934.912354
	Iteration 11Q: 3 clusters Score -2120836 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2121106.750000 Penalty: 2934.912354
	Iteration 12Q: 3 clusters Score -2121107 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2121279.250000 Penalty: 2934.912354
	Iteration 13Q: 3 clusters Score -2121279 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2121434.750000 Penalty: 2934.912354
	Iteration 14Q: 3 clusters Score -2121435 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2121580.750000 Penalty: 2934.912354
	Iteration 15Q: 3 clusters Score -2121581 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2121764.250000 Penalty: 2934.912354
	Iteration 16Q: 3 clusters Score -2121764 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2121949.250000 Penalty: 2934.912354
	Iteration 17Q: 3 clusters Score -2121949 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2122196.750000 Penalty: 2934.912354
	Iteration 18Q: 3 clusters Score -2122197 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2122526.250000 Penalty: 2934.912354
	Iteration 19Q: 3 clusters Score -2122526 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2122864.000000 Penalty: 2934.912354
	Iteration 20F: 3 clusters Score -2122864 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2123131.250000 Penalty: 2934.912354
	Iteration 21Q: 3 clusters Score -2123131 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2123334.250000 Penalty: 2934.912354
	Iteration 22Q: 3 clusters Score -2123334 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2123464.250000 Penalty: 2934.912354
	Iteration 23Q: 3 clusters Score -2123464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2123551.750000 Penalty: 2934.912354
	Iteration 24Q: 3 clusters Score -2123552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2123626.000000 Penalty: 2934.912354
	Iteration 25Q: 3 clusters Score -2123626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2123723.000000 Penalty: 2934.912354
	Iteration 26Q: 3 clusters Score -2123723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2123845.750000 Penalty: 2934.912354
	Iteration 27Q: 3 clusters Score -2123846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2123922.250000 Penalty: 2934.912354
	Iteration 28Q: 3 clusters Score -2123922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2124004.500000 Penalty: 2934.912354
	Iteration 29Q: 3 clusters Score -2124004 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2124073.500000 Penalty: 2934.912354
	Iteration 30Q: 3 clusters Score -2124074 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2124140.250000 Penalty: 2934.912354
	Iteration 31Q: 3 clusters Score -2124140 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2124199.500000 Penalty: 2934.912354
	Iteration 32Q: 3 clusters Score -2124200 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2124263.000000 Penalty: 2934.912354
	Iteration 33Q: 3 clusters Score -2124263 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2124327.500000 Penalty: 2934.912354
	Iteration 34Q: 3 clusters Score -2124328 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2124386.250000 Penalty: 2934.912354
	Iteration 35Q: 3 clusters Score -2124386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2124440.000000 Penalty: 2934.912354
	Iteration 36Q: 3 clusters Score -2124440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2124471.750000 Penalty: 2934.912354
	Iteration 37Q: 3 clusters Score -2124472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2124498.250000 Penalty: 2934.912354
	Iteration 38Q: 3 clusters Score -2124498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2124530.000000 Penalty: 2934.912354
	Iteration 39Q: 3 clusters Score -2124530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2124572.500000 Penalty: 2934.912354
	Iteration 40F: 3 clusters Score -2124572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2124614.250000 Penalty: 2934.912354
	Iteration 41Q: 3 clusters Score -2124614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2124650.250000 Penalty: 2934.912354
	Iteration 42Q: 3 clusters Score -2124650 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2124685.500000 Penalty: 2934.912354
	Iteration 43Q: 3 clusters Score -2124686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2124715.500000 Penalty: 2934.912354
	Iteration 44Q: 3 clusters Score -2124716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2124731.750000 Penalty: 2934.912354
	Iteration 45Q: 3 clusters Score -2124732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2124749.000000 Penalty: 2934.912354
	Iteration 46Q: 3 clusters Score -2124749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2124756.750000 Penalty: 2934.912354
	Iteration 47Q: 3 clusters Score -2124757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2124771.750000 Penalty: 2934.912354
	Iteration 48Q: 3 clusters Score -2124772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2124784.500000 Penalty: 2934.912354
	Iteration 49Q: 3 clusters Score -2124784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2124794.750000 Penalty: 2934.912354
	Iteration 50Q: 3 clusters Score -2124795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2124796.750000 Penalty: 2934.912354
	Iteration 51Q: 3 clusters Score -2124797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2124801.000000 Penalty: 2934.912354
	Iteration 52Q: 3 clusters Score -2124801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2124801.750000 Penalty: 2934.912354
	Iteration 53Q: 3 clusters Score -2124802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2124808.500000 Penalty: 2934.912354
	Iteration 54Q: 3 clusters Score -2124808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2124812.750000 Penalty: 2934.912354
	Iteration 55Q: 3 clusters Score -2124813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2124816.500000 Penalty: 2934.912354
	Iteration 56Q: 3 clusters Score -2124816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2124818.000000 Penalty: 2934.912354
	Iteration 57Q: 3 clusters Score -2124818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2124814.250000 Penalty: 2934.912354
	Iteration 58Q: 3 clusters Score -2124814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2124811.750000 Penalty: 2934.912354
	Iteration 59Q: 3 clusters Score -2124812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2124810.250000 Penalty: 2934.912354
	Iteration 60F: 3 clusters Score -2124810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2124814.000000 Penalty: 2934.912354
	Iteration 61Q: 3 clusters Score -2124814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2124819.500000 Penalty: 2934.912354
	Iteration 62Q: 3 clusters Score -2124820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2124821.250000 Penalty: 2934.912354
	Iteration 63Q: 3 clusters Score -2124821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2124820.750000 Penalty: 2934.912354
	Iteration 64Q: 3 clusters Score -2124821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2124822.250000 Penalty: 2934.912354
	Iteration 65Q: 3 clusters Score -2124822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2124824.000000 Penalty: 2934.912354
	Iteration 66Q: 3 clusters Score -2124824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2124823.000000 Penalty: 2934.912354
	Iteration 67Q: 3 clusters Score -2124823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2124823.000000 Penalty: 2934.912354
	Iteration 68Q: 3 clusters Score -2124823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2124821.000000 Penalty: 2934.912354
	Iteration 69Q: 3 clusters Score -2124821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2124821.500000 Penalty: 2934.912354
	Iteration 70Q: 3 clusters Score -2124822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2124824.500000 Penalty: 2934.912354
	Iteration 71Q: 3 clusters Score -2124824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2124821.500000 Penalty: 2934.912354
	Iteration 72Q: 3 clusters Score -2124822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2124817.500000 Penalty: 2934.912354
	Iteration 73Q: 3 clusters Score -2124818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2124818.750000 Penalty: 2934.912354
	Iteration 74Q: 3 clusters Score -2124819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2124818.250000 Penalty: 2934.912354
	Iteration 75Q: 3 clusters Score -2124818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2124821.000000 Penalty: 2934.912354
	Iteration 76Q: 3 clusters Score -2124821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2124823.500000 Penalty: 2934.912354
	Iteration 77Q: 3 clusters Score -2124824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2124824.000000 Penalty: 2934.912354
	Iteration 78Q: 3 clusters Score -2124824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2124826.500000 Penalty: 2934.912354
	Iteration 79Q: 3 clusters Score -2124826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2124826.000000 Penalty: 2934.912354
	Iteration 80F: 3 clusters Score -2124826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2124827.750000 Penalty: 2934.912354
	Iteration 81Q: 3 clusters Score -2124828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2124826.500000 Penalty: 2934.912354
	Iteration 82Q: 3 clusters Score -2124826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2124825.750000 Penalty: 2934.912354
	Iteration 83Q: 3 clusters Score -2124826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2124825.500000 Penalty: 2934.912354
	Iteration 84Q: 3 clusters Score -2124826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2124823.500000 Penalty: 2934.912354
	Iteration 85Q: 3 clusters Score -2124824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2124824.000000 Penalty: 2934.912354
	Iteration 86Q: 3 clusters Score -2124824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2124826.250000 Penalty: 2934.912354
	Iteration 87Q: 3 clusters Score -2124826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2124829.250000 Penalty: 2934.912354
	Iteration 88Q: 3 clusters Score -2124829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2124827.500000 Penalty: 2934.912354
	Iteration 89Q: 3 clusters Score -2124828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2124830.000000 Penalty: 2934.912354
	Iteration 90Q: 3 clusters Score -2124830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2124832.000000 Penalty: 2934.912354
	Iteration 91Q: 3 clusters Score -2124832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2124833.000000 Penalty: 2934.912354
	Iteration 92Q: 3 clusters Score -2124833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2124831.250000 Penalty: 2934.912354
	Iteration 93Q: 3 clusters Score -2124831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2124830.500000 Penalty: 2934.912354
	Iteration 94Q: 3 clusters Score -2124830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2124831.500000 Penalty: 2934.912354
	Iteration 95Q: 3 clusters Score -2124832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2124831.250000 Penalty: 2934.912354
	Iteration 96Q: 3 clusters Score -2124831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2124831.750000 Penalty: 2934.912354
	Iteration 97Q: 3 clusters Score -2124832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2124831.750000 Penalty: 2934.912354
	Iteration 98F: 3 clusters Score -2124832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 61801 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 8511 members 
Entering Unmasked Estep 
Score: -110959144.000000 Penalty: 88421.382812
Splitting cluster 27 changes total score from -110953184.000000 to -110959144.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (20599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Entering Unmasked Estep 
Score: -2419544.750000 Penalty: 1478.030029
	Iteration 0F: 2 clusters Score -2419545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2406092.250000 Penalty: 2956.060059
	Iteration 0F: 3 clusters Score -2406092 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2410706.250000 Penalty: 2956.060059
	Iteration 1F: 3 clusters Score -2410706 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2411050.500000 Penalty: 2956.060059
	Iteration 2Q: 3 clusters Score -2411050 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2411340.500000 Penalty: 2956.060059
	Iteration 3Q: 3 clusters Score -2411340 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2411590.500000 Penalty: 2956.060059
	Iteration 4Q: 3 clusters Score -2411590 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2411874.000000 Penalty: 2956.060059
	Iteration 5Q: 3 clusters Score -2411874 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2412199.750000 Penalty: 2956.060059
	Iteration 6Q: 3 clusters Score -2412200 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2412681.750000 Penalty: 2956.060059
	Iteration 7Q: 3 clusters Score -2412682 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2413398.000000 Penalty: 2956.060059
	Iteration 8F: 3 clusters Score -2413398 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2414383.000000 Penalty: 2956.060059
	Iteration 9F: 3 clusters Score -2414383 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2415567.750000 Penalty: 2956.060059
	Iteration 10F: 3 clusters Score -2415568 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2416637.000000 Penalty: 2956.060059
	Iteration 11F: 3 clusters Score -2416637 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2417392.500000 Penalty: 2956.060059
	Iteration 12Q: 3 clusters Score -2417392 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2417838.750000 Penalty: 2956.060059
	Iteration 13Q: 3 clusters Score -2417839 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2418060.500000 Penalty: 2956.060059
	Iteration 14Q: 3 clusters Score -2418060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2418186.750000 Penalty: 2956.060059
	Iteration 15Q: 3 clusters Score -2418187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2418264.000000 Penalty: 2956.060059
	Iteration 16Q: 3 clusters Score -2418264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2418303.000000 Penalty: 2956.060059
	Iteration 17Q: 3 clusters Score -2418303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2418322.250000 Penalty: 2956.060059
	Iteration 18Q: 3 clusters Score -2418322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2418326.250000 Penalty: 2956.060059
	Iteration 19Q: 3 clusters Score -2418326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2418330.750000 Penalty: 2956.060059
	Iteration 20F: 3 clusters Score -2418331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2418331.000000 Penalty: 2956.060059
	Iteration 21Q: 3 clusters Score -2418331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2418330.750000 Penalty: 2956.060059
	Iteration 22Q: 3 clusters Score -2418331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2418331.750000 Penalty: 2956.060059
	Iteration 23Q: 3 clusters Score -2418332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2418337.000000 Penalty: 2956.060059
	Iteration 24Q: 3 clusters Score -2418337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2418335.000000 Penalty: 2956.060059
	Iteration 25Q: 3 clusters Score -2418335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2418339.250000 Penalty: 2956.060059
	Iteration 26Q: 3 clusters Score -2418339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2418339.250000 Penalty: 2956.060059
	Iteration 27F: 3 clusters Score -2418339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -939444.000000 Penalty: 1336.698486
	Iteration 0F: 2 clusters Score -939444 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 4014 members 
Entering Unmasked Estep 
Score: -933993.750000 Penalty: 2673.396973
	Iteration 0F: 3 clusters Score -933993.8 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -935701.750000 Penalty: 2673.396973
	Iteration 1F: 3 clusters Score -935701.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -935948.000000 Penalty: 2673.396973
	Iteration 2F: 3 clusters Score -935948 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -936124.687500 Penalty: 2673.396973
	Iteration 3Q: 3 clusters Score -936124.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -936239.500000 Penalty: 2673.396973
	Iteration 4Q: 3 clusters Score -936239.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -936323.000000 Penalty: 2673.396973
	Iteration 5Q: 3 clusters Score -936323 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -936398.375000 Penalty: 2673.396973
	Iteration 6Q: 3 clusters Score -936398.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -936462.812500 Penalty: 2673.396973
	Iteration 7Q: 3 clusters Score -936462.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -936519.625000 Penalty: 2673.396973
	Iteration 8Q: 3 clusters Score -936519.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -936566.625000 Penalty: 2673.396973
	Iteration 9Q: 3 clusters Score -936566.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -936612.562500 Penalty: 2673.396973
	Iteration 10Q: 3 clusters Score -936612.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -936668.187500 Penalty: 2673.396973
	Iteration 11Q: 3 clusters Score -936668.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -936740.250000 Penalty: 2673.396973
	Iteration 12Q: 3 clusters Score -936740.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -936810.250000 Penalty: 2673.396973
	Iteration 13Q: 3 clusters Score -936810.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -936873.375000 Penalty: 2673.396973
	Iteration 14Q: 3 clusters Score -936873.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -936955.562500 Penalty: 2673.396973
	Iteration 15Q: 3 clusters Score -936955.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -937031.687500 Penalty: 2673.396973
	Iteration 16Q: 3 clusters Score -937031.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -937133.312500 Penalty: 2673.396973
	Iteration 17Q: 3 clusters Score -937133.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -937225.312500 Penalty: 2673.396973
	Iteration 18Q: 3 clusters Score -937225.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -937320.750000 Penalty: 2673.396973
	Iteration 19Q: 3 clusters Score -937320.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -937414.375000 Penalty: 2673.396973
	Iteration 20F: 3 clusters Score -937414.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -937520.375000 Penalty: 2673.396973
	Iteration 21Q: 3 clusters Score -937520.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -937600.437500 Penalty: 2673.396973
	Iteration 22Q: 3 clusters Score -937600.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -937687.000000 Penalty: 2673.396973
	Iteration 23Q: 3 clusters Score -937687 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -937779.437500 Penalty: 2673.396973
	Iteration 24Q: 3 clusters Score -937779.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -937875.562500 Penalty: 2673.396973
	Iteration 25Q: 3 clusters Score -937875.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -937964.625000 Penalty: 2673.396973
	Iteration 26Q: 3 clusters Score -937964.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -938041.687500 Penalty: 2673.396973
	Iteration 27Q: 3 clusters Score -938041.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -938104.312500 Penalty: 2673.396973
	Iteration 28Q: 3 clusters Score -938104.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -938161.375000 Penalty: 2673.396973
	Iteration 29Q: 3 clusters Score -938161.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -938205.312500 Penalty: 2673.396973
	Iteration 30Q: 3 clusters Score -938205.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -938246.375000 Penalty: 2673.396973
	Iteration 31Q: 3 clusters Score -938246.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -938285.687500 Penalty: 2673.396973
	Iteration 32Q: 3 clusters Score -938285.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -938317.937500 Penalty: 2673.396973
	Iteration 33Q: 3 clusters Score -938317.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -938339.250000 Penalty: 2673.396973
	Iteration 34Q: 3 clusters Score -938339.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -938359.000000 Penalty: 2673.396973
	Iteration 35Q: 3 clusters Score -938359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -938376.250000 Penalty: 2673.396973
	Iteration 36Q: 3 clusters Score -938376.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -938395.625000 Penalty: 2673.396973
	Iteration 37Q: 3 clusters Score -938395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -938410.937500 Penalty: 2673.396973
	Iteration 38Q: 3 clusters Score -938410.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -938426.250000 Penalty: 2673.396973
	Iteration 39Q: 3 clusters Score -938426.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -938440.875000 Penalty: 2673.396973
	Iteration 40F: 3 clusters Score -938440.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -938453.125000 Penalty: 2673.396973
	Iteration 41Q: 3 clusters Score -938453.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -938462.937500 Penalty: 2673.396973
	Iteration 42Q: 3 clusters Score -938462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -938474.125000 Penalty: 2673.396973
	Iteration 43Q: 3 clusters Score -938474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -938483.687500 Penalty: 2673.396973
	Iteration 44Q: 3 clusters Score -938483.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -938492.500000 Penalty: 2673.396973
	Iteration 45Q: 3 clusters Score -938492.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -938505.437500 Penalty: 2673.396973
	Iteration 46Q: 3 clusters Score -938505.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -938518.187500 Penalty: 2673.396973
	Iteration 47Q: 3 clusters Score -938518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -938527.187500 Penalty: 2673.396973
	Iteration 48Q: 3 clusters Score -938527.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -938540.250000 Penalty: 2673.396973
	Iteration 49Q: 3 clusters Score -938540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -938544.750000 Penalty: 2673.396973
	Iteration 50Q: 3 clusters Score -938544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -938552.875000 Penalty: 2673.396973
	Iteration 51Q: 3 clusters Score -938552.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -938559.562500 Penalty: 2673.396973
	Iteration 52Q: 3 clusters Score -938559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -938560.937500 Penalty: 2673.396973
	Iteration 53Q: 3 clusters Score -938560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -938561.625000 Penalty: 2673.396973
	Iteration 54Q: 3 clusters Score -938561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -938563.187500 Penalty: 2673.396973
	Iteration 55Q: 3 clusters Score -938563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -938564.187500 Penalty: 2673.396973
	Iteration 56Q: 3 clusters Score -938564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -938564.187500 Penalty: 2673.396973
	Iteration 57F: 3 clusters Score -938564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (61801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Entering Unmasked Estep 
Score: -6893302.000000 Penalty: 1641.513184
	Iteration 0F: 2 clusters Score -6893302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6853335.500000 Penalty: 3283.026367
	Iteration 0F: 3 clusters Score -6853336 nChanged 28553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6869480.000000 Penalty: 3283.026367
	Iteration 1F: 3 clusters Score -6869480 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -6870599.500000 Penalty: 3283.026367
	Iteration 2Q: 3 clusters Score -6870600 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6872243.500000 Penalty: 3283.026367
	Iteration 3F: 3 clusters Score -6872244 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6874707.000000 Penalty: 3283.026367
	Iteration 4F: 3 clusters Score -6874707 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6878430.000000 Penalty: 3283.026367
	Iteration 5F: 3 clusters Score -6878430 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -6882464.500000 Penalty: 3283.026367
	Iteration 6F: 3 clusters Score -6882464 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -6886172.000000 Penalty: 3283.026367
	Iteration 7F: 3 clusters Score -6886172 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -6888900.000000 Penalty: 3283.026367
	Iteration 8Q: 3 clusters Score -6888900 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -6890699.500000 Penalty: 3283.026367
	Iteration 9Q: 3 clusters Score -6890700 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -6891803.500000 Penalty: 3283.026367
	Iteration 10Q: 3 clusters Score -6891804 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6892483.500000 Penalty: 3283.026367
	Iteration 11Q: 3 clusters Score -6892484 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -6893070.000000 Penalty: 3283.026367
	Iteration 12Q: 3 clusters Score -6893070 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6893464.000000 Penalty: 3283.026367
	Iteration 13Q: 3 clusters Score -6893464 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6893744.000000 Penalty: 3283.026367
	Iteration 14Q: 3 clusters Score -6893744 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6893945.500000 Penalty: 3283.026367
	Iteration 15Q: 3 clusters Score -6893946 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -6894075.500000 Penalty: 3283.026367
	Iteration 16Q: 3 clusters Score -6894076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6894102.000000 Penalty: 3283.026367
	Iteration 17Q: 3 clusters Score -6894102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6894140.500000 Penalty: 3283.026367
	Iteration 18Q: 3 clusters Score -6894140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6894150.000000 Penalty: 3283.026367
	Iteration 19Q: 3 clusters Score -6894150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -6894173.500000 Penalty: 3283.026367
	Iteration 20F: 3 clusters Score -6894174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -6894208.000000 Penalty: 3283.026367
	Iteration 21Q: 3 clusters Score -6894208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6894226.500000 Penalty: 3283.026367
	Iteration 22Q: 3 clusters Score -6894226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6894243.000000 Penalty: 3283.026367
	Iteration 23Q: 3 clusters Score -6894243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6894251.500000 Penalty: 3283.026367
	Iteration 24Q: 3 clusters Score -6894252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -6894241.000000 Penalty: 3283.026367
	Iteration 25Q: 3 clusters Score -6894241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6894241.500000 Penalty: 3283.026367
	Iteration 26Q: 3 clusters Score -6894242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6894248.000000 Penalty: 3283.026367
	Iteration 27Q: 3 clusters Score -6894248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -6894248.500000 Penalty: 3283.026367
	Iteration 28Q: 3 clusters Score -6894248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6894260.500000 Penalty: 3283.026367
	Iteration 29Q: 3 clusters Score -6894260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6894259.500000 Penalty: 3283.026367
	Iteration 30Q: 3 clusters Score -6894260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6894280.500000 Penalty: 3283.026367
	Iteration 31Q: 3 clusters Score -6894280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6894287.500000 Penalty: 3283.026367
	Iteration 32Q: 3 clusters Score -6894288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6894281.000000 Penalty: 3283.026367
	Iteration 33Q: 3 clusters Score -6894281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6894274.500000 Penalty: 3283.026367
	Iteration 34Q: 3 clusters Score -6894274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -6894277.500000 Penalty: 3283.026367
	Iteration 35Q: 3 clusters Score -6894278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -6894282.000000 Penalty: 3283.026367
	Iteration 36Q: 3 clusters Score -6894282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6894276.500000 Penalty: 3283.026367
	Iteration 37Q: 3 clusters Score -6894276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6894279.000000 Penalty: 3283.026367
	Iteration 38Q: 3 clusters Score -6894279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6894270.500000 Penalty: 3283.026367
	Iteration 39Q: 3 clusters Score -6894270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -6894274.500000 Penalty: 3283.026367
	Iteration 40F: 3 clusters Score -6894274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6894278.000000 Penalty: 3283.026367
	Iteration 41Q: 3 clusters Score -6894278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6894276.000000 Penalty: 3283.026367
	Iteration 42Q: 3 clusters Score -6894276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6894272.000000 Penalty: 3283.026367
	Iteration 43Q: 3 clusters Score -6894272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6894272.000000 Penalty: 3283.026367
	Iteration 44F: 3 clusters Score -6894272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 57957 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 8511 members 
Mstep: Class 44 contains 3844 members 
Entering Unmasked Estep 
Score: -110959448.000000 Penalty: 90477.687500
Splitting cluster 30 changes total score from -110953184.000000 to -110959448.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 31 (12590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Entering Unmasked Estep 
Score: -1397617.375000 Penalty: 1404.770020
	Iteration 0F: 2 clusters Score -1397617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1389299.000000 Penalty: 2809.540039
	Iteration 0F: 3 clusters Score -1389299 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1392188.500000 Penalty: 2809.540039
	Iteration 1F: 3 clusters Score -1392188 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1392869.875000 Penalty: 2809.540039
	Iteration 2F: 3 clusters Score -1392870 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1393554.500000 Penalty: 2809.540039
	Iteration 3F: 3 clusters Score -1393554 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1394207.875000 Penalty: 2809.540039
	Iteration 4F: 3 clusters Score -1394208 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1394911.125000 Penalty: 2809.540039
	Iteration 5F: 3 clusters Score -1394911 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1395694.375000 Penalty: 2809.540039
	Iteration 6F: 3 clusters Score -1395694 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1396461.750000 Penalty: 2809.540039
	Iteration 7F: 3 clusters Score -1396462 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1397170.125000 Penalty: 2809.540039
	Iteration 8F: 3 clusters Score -1397170 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1397706.000000 Penalty: 2809.540039
	Iteration 9Q: 3 clusters Score -1397706 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1398039.375000 Penalty: 2809.540039
	Iteration 10Q: 3 clusters Score -1398039 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1398253.250000 Penalty: 2809.540039
	Iteration 11Q: 3 clusters Score -1398253 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1398357.625000 Penalty: 2809.540039
	Iteration 12Q: 3 clusters Score -1398358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1398417.250000 Penalty: 2809.540039
	Iteration 13Q: 3 clusters Score -1398417 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1398464.375000 Penalty: 2809.540039
	Iteration 14Q: 3 clusters Score -1398464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1398494.500000 Penalty: 2809.540039
	Iteration 15Q: 3 clusters Score -1398494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1398522.625000 Penalty: 2809.540039
	Iteration 16Q: 3 clusters Score -1398523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1398535.500000 Penalty: 2809.540039
	Iteration 17Q: 3 clusters Score -1398536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1398534.000000 Penalty: 2809.540039
	Iteration 18Q: 3 clusters Score -1398534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1398540.250000 Penalty: 2809.540039
	Iteration 19Q: 3 clusters Score -1398540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1398541.625000 Penalty: 2809.540039
	Iteration 20F: 3 clusters Score -1398542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1398543.250000 Penalty: 2809.540039
	Iteration 21Q: 3 clusters Score -1398543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1398543.750000 Penalty: 2809.540039
	Iteration 22Q: 3 clusters Score -1398544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1398543.750000 Penalty: 2809.540039
	Iteration 23Q: 3 clusters Score -1398544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1398544.875000 Penalty: 2809.540039
	Iteration 24Q: 3 clusters Score -1398545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1398544.125000 Penalty: 2809.540039
	Iteration 25Q: 3 clusters Score -1398544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1398543.375000 Penalty: 2809.540039
	Iteration 26Q: 3 clusters Score -1398543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1398543.375000 Penalty: 2809.540039
	Iteration 27F: 3 clusters Score -1398543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 57957 members 
Mstep: Class 31 contains 9733 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 20232 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 8511 members 
Mstep: Class 44 contains 3844 members 
Mstep: Class 45 contains 2857 members 
Entering Unmasked Estep 
Score: -110959824.000000 Penalty: 92534.007812
Splitting cluster 31 changes total score from -110953184.000000 to -110959824.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 32 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -480860.218750 Penalty: 1261.964478
	Iteration 0F: 2 clusters Score -480860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -477289.875000 Penalty: 2523.928955
	Iteration 0F: 3 clusters Score -477289.9 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -478401.906250 Penalty: 2523.928955
	Iteration 1F: 3 clusters Score -478401.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -478702.531250 Penalty: 2523.928955
	Iteration 2F: 3 clusters Score -478702.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -478885.968750 Penalty: 2523.928955
	Iteration 3F: 3 clusters Score -478886 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -479040.468750 Penalty: 2523.928955
	Iteration 4Q: 3 clusters Score -479040.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -479195.937500 Penalty: 2523.928955
	Iteration 5Q: 3 clusters Score -479195.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -479366.468750 Penalty: 2523.928955
	Iteration 6Q: 3 clusters Score -479366.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -479517.375000 Penalty: 2523.928955
	Iteration 7Q: 3 clusters Score -479517.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -479624.250000 Penalty: 2523.928955
	Iteration 8Q: 3 clusters Score -479624.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -479704.812500 Penalty: 2523.928955
	Iteration 9Q: 3 clusters Score -479704.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -479765.500000 Penalty: 2523.928955
	Iteration 10Q: 3 clusters Score -479765.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -479807.187500 Penalty: 2523.928955
	Iteration 11Q: 3 clusters Score -479807.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -479852.843750 Penalty: 2523.928955
	Iteration 12Q: 3 clusters Score -479852.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -479884.812500 Penalty: 2523.928955
	Iteration 13Q: 3 clusters Score -479884.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -479916.625000 Penalty: 2523.928955
	Iteration 14Q: 3 clusters Score -479916.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -479954.093750 Penalty: 2523.928955
	Iteration 15Q: 3 clusters Score -479954.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -479984.437500 Penalty: 2523.928955
	Iteration 16Q: 3 clusters Score -479984.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -480022.656250 Penalty: 2523.928955
	Iteration 17Q: 3 clusters Score -480022.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -480066.500000 Penalty: 2523.928955
	Iteration 18Q: 3 clusters Score -480066.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -480109.875000 Penalty: 2523.928955
	Iteration 19Q: 3 clusters Score -480109.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -480157.781250 Penalty: 2523.928955
	Iteration 20F: 3 clusters Score -480157.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -480191.812500 Penalty: 2523.928955
	Iteration 21Q: 3 clusters Score -480191.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -480209.218750 Penalty: 2523.928955
	Iteration 22Q: 3 clusters Score -480209.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -480224.343750 Penalty: 2523.928955
	Iteration 23Q: 3 clusters Score -480224.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -480235.312500 Penalty: 2523.928955
	Iteration 24Q: 3 clusters Score -480235.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -480249.093750 Penalty: 2523.928955
	Iteration 25Q: 3 clusters Score -480249.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -480260.625000 Penalty: 2523.928955
	Iteration 26Q: 3 clusters Score -480260.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -480266.593750 Penalty: 2523.928955
	Iteration 27Q: 3 clusters Score -480266.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -480271.218750 Penalty: 2523.928955
	Iteration 28Q: 3 clusters Score -480271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -480274.937500 Penalty: 2523.928955
	Iteration 29Q: 3 clusters Score -480274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -480278.406250 Penalty: 2523.928955
	Iteration 30Q: 3 clusters Score -480278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -480281.062500 Penalty: 2523.928955
	Iteration 31Q: 3 clusters Score -480281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -480281.656250 Penalty: 2523.928955
	Iteration 32Q: 3 clusters Score -480281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -480284.593750 Penalty: 2523.928955
	Iteration 33Q: 3 clusters Score -480284.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -480286.968750 Penalty: 2523.928955
	Iteration 34Q: 3 clusters Score -480287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -480289.906250 Penalty: 2523.928955
	Iteration 35Q: 3 clusters Score -480289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -480292.156250 Penalty: 2523.928955
	Iteration 36Q: 3 clusters Score -480292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -480293.625000 Penalty: 2523.928955
	Iteration 37Q: 3 clusters Score -480293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -480294.906250 Penalty: 2523.928955
	Iteration 38Q: 3 clusters Score -480294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -480295.406250 Penalty: 2523.928955
	Iteration 39Q: 3 clusters Score -480295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -480298.000000 Penalty: 2523.928955
	Iteration 40F: 3 clusters Score -480298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -480298.218750 Penalty: 2523.928955
	Iteration 41Q: 3 clusters Score -480298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -480297.906250 Penalty: 2523.928955
	Iteration 42Q: 3 clusters Score -480297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -480299.781250 Penalty: 2523.928955
	Iteration 43Q: 3 clusters Score -480299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -480300.812500 Penalty: 2523.928955
	Iteration 44Q: 3 clusters Score -480300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -480304.000000 Penalty: 2523.928955
	Iteration 45Q: 3 clusters Score -480304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -480304.625000 Penalty: 2523.928955
	Iteration 46Q: 3 clusters Score -480304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -480305.593750 Penalty: 2523.928955
	Iteration 47Q: 3 clusters Score -480305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -480305.812500 Penalty: 2523.928955
	Iteration 48Q: 3 clusters Score -480305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -480307.562500 Penalty: 2523.928955
	Iteration 49Q: 3 clusters Score -480307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -480308.906250 Penalty: 2523.928955
	Iteration 50Q: 3 clusters Score -480308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -480309.437500 Penalty: 2523.928955
	Iteration 51Q: 3 clusters Score -480309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -480308.750000 Penalty: 2523.928955
	Iteration 52Q: 3 clusters Score -480308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -480309.312500 Penalty: 2523.928955
	Iteration 53Q: 3 clusters Score -480309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -480310.093750 Penalty: 2523.928955
	Iteration 54Q: 3 clusters Score -480310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -480310.093750 Penalty: 2523.928955
	Iteration 55F: 3 clusters Score -480310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Entering Unmasked Estep 
Score: -1178176.125000 Penalty: 1370.647461
	Iteration 0F: 2 clusters Score -1178176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1171365.875000 Penalty: 2741.294922
	Iteration 0F: 3 clusters Score -1171366 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1173480.625000 Penalty: 2741.294922
	Iteration 1F: 3 clusters Score -1173481 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1173738.125000 Penalty: 2741.294922
	Iteration 2F: 3 clusters Score -1173738 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1173930.875000 Penalty: 2741.294922
	Iteration 3Q: 3 clusters Score -1173931 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1174084.500000 Penalty: 2741.294922
	Iteration 4Q: 3 clusters Score -1174084 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1174227.000000 Penalty: 2741.294922
	Iteration 5Q: 3 clusters Score -1174227 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1174345.000000 Penalty: 2741.294922
	Iteration 6Q: 3 clusters Score -1174345 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1174468.500000 Penalty: 2741.294922
	Iteration 7Q: 3 clusters Score -1174468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1174589.250000 Penalty: 2741.294922
	Iteration 8Q: 3 clusters Score -1174589 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1174705.250000 Penalty: 2741.294922
	Iteration 9Q: 3 clusters Score -1174705 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1174841.625000 Penalty: 2741.294922
	Iteration 10Q: 3 clusters Score -1174842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1174975.750000 Penalty: 2741.294922
	Iteration 11Q: 3 clusters Score -1174976 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1175134.750000 Penalty: 2741.294922
	Iteration 12Q: 3 clusters Score -1175135 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1175306.250000 Penalty: 2741.294922
	Iteration 13Q: 3 clusters Score -1175306 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1175482.125000 Penalty: 2741.294922
	Iteration 14Q: 3 clusters Score -1175482 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1175668.750000 Penalty: 2741.294922
	Iteration 15Q: 3 clusters Score -1175669 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1175843.625000 Penalty: 2741.294922
	Iteration 16Q: 3 clusters Score -1175844 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1176021.250000 Penalty: 2741.294922
	Iteration 17Q: 3 clusters Score -1176021 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1176167.000000 Penalty: 2741.294922
	Iteration 18Q: 3 clusters Score -1176167 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1176307.625000 Penalty: 2741.294922
	Iteration 19Q: 3 clusters Score -1176308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1176420.625000 Penalty: 2741.294922
	Iteration 20F: 3 clusters Score -1176421 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1176517.000000 Penalty: 2741.294922
	Iteration 21Q: 3 clusters Score -1176517 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1176610.875000 Penalty: 2741.294922
	Iteration 22Q: 3 clusters Score -1176611 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1176701.875000 Penalty: 2741.294922
	Iteration 23Q: 3 clusters Score -1176702 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1176772.500000 Penalty: 2741.294922
	Iteration 24Q: 3 clusters Score -1176772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1176827.375000 Penalty: 2741.294922
	Iteration 25Q: 3 clusters Score -1176827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1176873.250000 Penalty: 2741.294922
	Iteration 26Q: 3 clusters Score -1176873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1176918.875000 Penalty: 2741.294922
	Iteration 27Q: 3 clusters Score -1176919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1176982.750000 Penalty: 2741.294922
	Iteration 28Q: 3 clusters Score -1176983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1177022.250000 Penalty: 2741.294922
	Iteration 29Q: 3 clusters Score -1177022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1177043.000000 Penalty: 2741.294922
	Iteration 30Q: 3 clusters Score -1177043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1177065.625000 Penalty: 2741.294922
	Iteration 31Q: 3 clusters Score -1177066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1177085.000000 Penalty: 2741.294922
	Iteration 32Q: 3 clusters Score -1177085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1177103.750000 Penalty: 2741.294922
	Iteration 33Q: 3 clusters Score -1177104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1177121.750000 Penalty: 2741.294922
	Iteration 34Q: 3 clusters Score -1177122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1177137.375000 Penalty: 2741.294922
	Iteration 35Q: 3 clusters Score -1177137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1177150.125000 Penalty: 2741.294922
	Iteration 36Q: 3 clusters Score -1177150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1177158.125000 Penalty: 2741.294922
	Iteration 37Q: 3 clusters Score -1177158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1177163.875000 Penalty: 2741.294922
	Iteration 38Q: 3 clusters Score -1177164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1177170.250000 Penalty: 2741.294922
	Iteration 39Q: 3 clusters Score -1177170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1177173.500000 Penalty: 2741.294922
	Iteration 40F: 3 clusters Score -1177174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1177174.375000 Penalty: 2741.294922
	Iteration 41Q: 3 clusters Score -1177174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1177173.750000 Penalty: 2741.294922
	Iteration 42Q: 3 clusters Score -1177174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1177175.000000 Penalty: 2741.294922
	Iteration 43Q: 3 clusters Score -1177175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1177176.000000 Penalty: 2741.294922
	Iteration 44Q: 3 clusters Score -1177176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1177176.000000 Penalty: 2741.294922
	Iteration 45F: 3 clusters Score -1177176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (20232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Entering Unmasked Estep 
Score: -2181233.750000 Penalty: 1475.355103
	Iteration 0F: 2 clusters Score -2181234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2167949.000000 Penalty: 2950.710205
	Iteration 0F: 3 clusters Score -2167949 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2172673.500000 Penalty: 2950.710205
	Iteration 1F: 3 clusters Score -2172674 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2173220.250000 Penalty: 2950.710205
	Iteration 2F: 3 clusters Score -2173220 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2173792.000000 Penalty: 2950.710205
	Iteration 3F: 3 clusters Score -2173792 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2174375.500000 Penalty: 2950.710205
	Iteration 4F: 3 clusters Score -2174376 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2174987.500000 Penalty: 2950.710205
	Iteration 5F: 3 clusters Score -2174988 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2175679.250000 Penalty: 2950.710205
	Iteration 6F: 3 clusters Score -2175679 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2176482.000000 Penalty: 2950.710205
	Iteration 7F: 3 clusters Score -2176482 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2177433.750000 Penalty: 2950.710205
	Iteration 8F: 3 clusters Score -2177434 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2178379.250000 Penalty: 2950.710205
	Iteration 9F: 3 clusters Score -2178379 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2179136.250000 Penalty: 2950.710205
	Iteration 10Q: 3 clusters Score -2179136 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2179699.750000 Penalty: 2950.710205
	Iteration 11Q: 3 clusters Score -2179700 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2180221.250000 Penalty: 2950.710205
	Iteration 12Q: 3 clusters Score -2180221 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2180713.250000 Penalty: 2950.710205
	Iteration 13Q: 3 clusters Score -2180713 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2181238.500000 Penalty: 2950.710205
	Iteration 14Q: 3 clusters Score -2181238 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2181525.750000 Penalty: 2950.710205
	Iteration 15Q: 3 clusters Score -2181526 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2181625.000000 Penalty: 2950.710205
	Iteration 16Q: 3 clusters Score -2181625 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2181662.250000 Penalty: 2950.710205
	Iteration 17Q: 3 clusters Score -2181662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2181682.250000 Penalty: 2950.710205
	Iteration 18Q: 3 clusters Score -2181682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2181687.500000 Penalty: 2950.710205
	Iteration 19Q: 3 clusters Score -2181688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2181693.750000 Penalty: 2950.710205
	Iteration 20F: 3 clusters Score -2181694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2181694.750000 Penalty: 2950.710205
	Iteration 21Q: 3 clusters Score -2181695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2181699.750000 Penalty: 2950.710205
	Iteration 22Q: 3 clusters Score -2181700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2181698.500000 Penalty: 2950.710205
	Iteration 23Q: 3 clusters Score -2181698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2181699.750000 Penalty: 2950.710205
	Iteration 24Q: 3 clusters Score -2181700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2181698.000000 Penalty: 2950.710205
	Iteration 25Q: 3 clusters Score -2181698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2181698.000000 Penalty: 2950.710205
	Iteration 26F: 3 clusters Score -2181698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 57957 members 
Mstep: Class 31 contains 9733 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 14620 members 
Mstep: Class 35 contains 142826 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 8511 members 
Mstep: Class 44 contains 3844 members 
Mstep: Class 45 contains 2857 members 
Mstep: Class 46 contains 5612 members 
Entering Unmasked Estep 
Score: -110959784.000000 Penalty: 94590.312500
Splitting cluster 34 changes total score from -110953184.000000 to -110959784.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 35 (142826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142826 members 
Entering Unmasked Estep 
Score: -16485608.000000 Penalty: 1766.164185
	Iteration 0F: 2 clusters Score -1.648561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -16406680.000000 Penalty: 3532.328369
	Iteration 0F: 3 clusters Score -1.640668e+07 nChanged 68103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -16446156.000000 Penalty: 3532.328369
	Iteration 1F: 3 clusters Score -1.644616e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -16447326.000000 Penalty: 3532.328369
	Iteration 2Q: 3 clusters Score -1.644733e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -16448841.000000 Penalty: 3532.328369
	Iteration 3Q: 3 clusters Score -1.644884e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -16451103.000000 Penalty: 3532.328369
	Iteration 4Q: 3 clusters Score -1.64511e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -16455058.000000 Penalty: 3532.328369
	Iteration 5Q: 3 clusters Score -1.645506e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -16461479.000000 Penalty: 3532.328369
	Iteration 6F: 3 clusters Score -1.646148e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -16470232.000000 Penalty: 3532.328369
	Iteration 7F: 3 clusters Score -1.647023e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -16479213.000000 Penalty: 3532.328369
	Iteration 8F: 3 clusters Score -1.647921e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -16487617.000000 Penalty: 3532.328369
	Iteration 9F: 3 clusters Score -1.648762e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -16494539.000000 Penalty: 3532.328369
	Iteration 10F: 3 clusters Score -1.649454e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -16500705.000000 Penalty: 3532.328369
	Iteration 11Q: 3 clusters Score -1.65007e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -16505800.000000 Penalty: 3532.328369
	Iteration 12Q: 3 clusters Score -1.65058e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -16510308.000000 Penalty: 3532.328369
	Iteration 13Q: 3 clusters Score -1.651031e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -16513232.000000 Penalty: 3532.328369
	Iteration 14Q: 3 clusters Score -1.651323e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -16514552.000000 Penalty: 3532.328369
	Iteration 15Q: 3 clusters Score -1.651455e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -16515093.000000 Penalty: 3532.328369
	Iteration 16Q: 3 clusters Score -1.651509e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -16515444.000000 Penalty: 3532.328369
	Iteration 17Q: 3 clusters Score -1.651544e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -16515433.000000 Penalty: 3532.328369
	Iteration 18Q: 3 clusters Score -1.651543e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -16515432.000000 Penalty: 3532.328369
	Iteration 19Q: 3 clusters Score -1.651543e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -16515428.000000 Penalty: 3532.328369
	Iteration 20F: 3 clusters Score -1.651543e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -16515400.000000 Penalty: 3532.328369
	Iteration 21Q: 3 clusters Score -1.65154e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -16515375.000000 Penalty: 3532.328369
	Iteration 22Q: 3 clusters Score -1.651538e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -16515386.000000 Penalty: 3532.328369
	Iteration 23Q: 3 clusters Score -1.651539e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -16515385.000000 Penalty: 3532.328369
	Iteration 24Q: 3 clusters Score -1.651538e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -16515335.000000 Penalty: 3532.328369
	Iteration 25Q: 3 clusters Score -1.651534e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -16515329.000000 Penalty: 3532.328369
	Iteration 26Q: 3 clusters Score -1.651533e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -16515312.000000 Penalty: 3532.328369
	Iteration 27Q: 3 clusters Score -1.651531e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -16515216.000000 Penalty: 3532.328369
	Iteration 28Q: 3 clusters Score -1.651522e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -16515231.000000 Penalty: 3532.328369
	Iteration 29Q: 3 clusters Score -1.651523e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -16515219.000000 Penalty: 3532.328369
	Iteration 30Q: 3 clusters Score -1.651522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -16515169.000000 Penalty: 3532.328369
	Iteration 31Q: 3 clusters Score -1.651517e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103722 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -16515157.000000 Penalty: 3532.328369
	Iteration 32Q: 3 clusters Score -1.651516e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -16515136.000000 Penalty: 3532.328369
	Iteration 33Q: 3 clusters Score -1.651514e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -16515117.000000 Penalty: 3532.328369
	Iteration 34Q: 3 clusters Score -1.651512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -16515115.000000 Penalty: 3532.328369
	Iteration 35Q: 3 clusters Score -1.651512e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -16515108.000000 Penalty: 3532.328369
	Iteration 36Q: 3 clusters Score -1.651511e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -16515069.000000 Penalty: 3532.328369
	Iteration 37Q: 3 clusters Score -1.651507e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -16515049.000000 Penalty: 3532.328369
	Iteration 38Q: 3 clusters Score -1.651505e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -16515048.000000 Penalty: 3532.328369
	Iteration 39Q: 3 clusters Score -1.651505e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -16515027.000000 Penalty: 3532.328369
	Iteration 40F: 3 clusters Score -1.651503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -16515039.000000 Penalty: 3532.328369
	Iteration 41Q: 3 clusters Score -1.651504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -16515006.000000 Penalty: 3532.328369
	Iteration 42Q: 3 clusters Score -1.651501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -16515019.000000 Penalty: 3532.328369
	Iteration 43Q: 3 clusters Score -1.651502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -16515005.000000 Penalty: 3532.328369
	Iteration 44Q: 3 clusters Score -1.6515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -16514995.000000 Penalty: 3532.328369
	Iteration 45Q: 3 clusters Score -1.6515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -16514990.000000 Penalty: 3532.328369
	Iteration 46Q: 3 clusters Score -1.651499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -16514985.000000 Penalty: 3532.328369
	Iteration 47Q: 3 clusters Score -1.651498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -16514985.000000 Penalty: 3532.328369
	Iteration 48F: 3 clusters Score -1.651498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 57957 members 
Mstep: Class 31 contains 9733 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 14620 members 
Mstep: Class 35 contains 104356 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3844 members 
Mstep: Class 39 contains 3673 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 10383 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 8511 members 
Mstep: Class 44 contains 3844 members 
Mstep: Class 45 contains 2857 members 
Mstep: Class 46 contains 5612 members 
Mstep: Class 47 contains 38470 members 
Entering Unmasked Estep 
Score: -110989728.000000 Penalty: 96646.625000
Splitting cluster 35 changes total score from -110953184.000000 to -110989728.000000
So it's getting split into cluster 47.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 84232 members 
Mstep: Class 11 contains 89065 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 70260 members 
Mstep: Class 14 contains 71672 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 23761 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 23795 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 58027 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 57957 members 
Mstep: Class 31 contains 9733 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 10010 members 
Mstep: Class 34 contains 14620 members 
Mstep: Class 35 contains 104356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110999344.000000 Penalty: 96646.625000
Iteration 79Q: 48 clusters Score -1.109993e+08 nChanged 19675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 20871 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 24529 members 
Mstep: Class 6 contains 72999 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 11605 members 
Mstep: Class 9 contains 474 members 
Mstep: Class 10 contains 82734 members 
Mstep: Class 11 contains 88674 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 70305 members 
Mstep: Class 14 contains 71806 members 
Mstep: Class 15 contains 9386 members 
Mstep: Class 16 contains 16096 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 35795 members 
Mstep: Class 19 contains 4837 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 7189 members 
Mstep: Class 22 contains 24022 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8217 members 
Mstep: Class 26 contains 58486 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 20633 members 
Mstep: Class 29 contains 8011 members 
Mstep: Class 30 contains 58126 members 
Mstep: Class 31 contains 9702 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 10019 members 
Mstep: Class 34 contains 14232 members 
Mstep: Class 35 contains 105394 members 
Mstep: Class 36 contains 3414 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3822 members 
Mstep: Class 39 contains 3318 members 
Mstep: Class 40 contains 2374 members 
Mstep: Class 41 contains 10007 members 
Mstep: Class 42 contains 741 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 3943 members 
Mstep: Class 45 contains 2763 members 
Mstep: Class 46 contains 5411 members 
Mstep: Class 47 contains 36596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111008360.000000 Penalty: 96646.625000
Iteration 80F: 48 clusters Score -1.110084e+08 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 20694 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 72323 members 
Mstep: Class 7 contains 20425 members 
Mstep: Class 8 contains 11285 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 81561 members 
Mstep: Class 11 contains 87967 members 
Mstep: Class 12 contains 5919 members 
Mstep: Class 13 contains 70177 members 
Mstep: Class 14 contains 71706 members 
Mstep: Class 15 contains 9441 members 
Mstep: Class 16 contains 16045 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 35449 members 
Mstep: Class 19 contains 4742 members 
Mstep: Class 20 contains 23802 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 22 contains 24122 members 
Mstep: Class 23 contains 6924 members 
Mstep: Class 24 contains 805 members 
Mstep: Class 25 contains 8235 members 
Mstep: Class 26 contains 58407 members 
Mstep: Class 27 contains 12021 members 
Mstep: Class 28 contains 20605 members 
Mstep: Class 29 contains 8023 members 
Mstep: Class 30 contains 57949 members 
Mstep: Class 31 contains 9649 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 10008 members 
Mstep: Class 34 contains 13860 members 
Mstep: Class 35 contains 106322 members 
Mstep: Class 36 contains 3602 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3861 members 
Mstep: Class 39 contains 3357 members 
Mstep: Class 40 contains 2504 members 
Mstep: Class 41 contains 10086 members 
Mstep: Class 42 contains 733 members 
Mstep: Class 43 contains 8481 members 
Mstep: Class 44 contains 4457 members 
Mstep: Class 45 contains 2879 members 
Mstep: Class 46 contains 5791 members 
Mstep: Class 47 contains 38348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111012088.000000 Penalty: 96646.625000
Iteration 81Q: 48 clusters Score -1.110121e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 20572 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 71915 members 
Mstep: Class 7 contains 20522 members 
Mstep: Class 8 contains 11015 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 80555 members 
Mstep: Class 11 contains 87441 members 
Mstep: Class 12 contains 5937 members 
Mstep: Class 13 contains 70092 members 
Mstep: Class 14 contains 71680 members 
Mstep: Class 15 contains 9486 members 
Mstep: Class 16 contains 15990 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 35189 members 
Mstep: Class 19 contains 4688 members 
Mstep: Class 20 contains 23785 members 
Mstep: Class 21 contains 7517 members 
Mstep: Class 22 contains 24206 members 
Mstep: Class 23 contains 6866 members 
Mstep: Class 24 contains 806 members 
Mstep: Class 25 contains 8264 members 
Mstep: Class 26 contains 58501 members 
Mstep: Class 27 contains 12301 members 
Mstep: Class 28 contains 20595 members 
Mstep: Class 29 contains 8024 members 
Mstep: Class 30 contains 57907 members 
Mstep: Class 31 contains 9625 members 
Mstep: Class 32 contains 4927 members 
Mstep: Class 33 contains 9993 members 
Mstep: Class 34 contains 13592 members 
Mstep: Class 35 contains 107170 members 
Mstep: Class 36 contains 3690 members 
Mstep: Class 37 contains 663 members 
Mstep: Class 38 contains 3874 members 
Mstep: Class 39 contains 3386 members 
Mstep: Class 40 contains 2571 members 
Mstep: Class 41 contains 10095 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 8531 members 
Mstep: Class 44 contains 4796 members 
Mstep: Class 45 contains 2933 members 
Mstep: Class 46 contains 5978 members 
Mstep: Class 47 contains 39385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111013272.000000 Penalty: 96646.625000
Iteration 82Q: 48 clusters Score -1.110133e+08 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 20490 members 
Mstep: Class 4 contains 7054 members 
Mstep: Class 5 contains 23612 members 
Mstep: Class 6 contains 71600 members 
Mstep: Class 7 contains 20616 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 79673 members 
Mstep: Class 11 contains 86986 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 70022 members 
Mstep: Class 14 contains 71671 members 
Mstep: Class 15 contains 9522 members 
Mstep: Class 16 contains 15941 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 34980 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 23770 members 
Mstep: Class 21 contains 7630 members 
Mstep: Class 22 contains 24280 members 
Mstep: Class 23 contains 6840 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8286 members 
Mstep: Class 26 contains 58637 members 
Mstep: Class 27 contains 12501 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 8023 members 
Mstep: Class 30 contains 57854 members 
Mstep: Class 31 contains 9617 members 
Mstep: Class 32 contains 4947 members 
Mstep: Class 33 contains 9979 members 
Mstep: Class 34 contains 13363 members 
Mstep: Class 35 contains 107908 members 
Mstep: Class 36 contains 3774 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3892 members 
Mstep: Class 39 contains 3396 members 
Mstep: Class 40 contains 2617 members 
Mstep: Class 41 contains 10089 members 
Mstep: Class 42 contains 724 members 
Mstep: Class 43 contains 8577 members 
Mstep: Class 44 contains 5066 members 
Mstep: Class 45 contains 2963 members 
Mstep: Class 46 contains 6134 members 
Mstep: Class 47 contains 40187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014752.000000 Penalty: 96646.625000
Iteration 83Q: 48 clusters Score -1.110148e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4598 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 7034 members 
Mstep: Class 5 contains 23419 members 
Mstep: Class 6 contains 71354 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 10607 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 79002 members 
Mstep: Class 11 contains 86596 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 69987 members 
Mstep: Class 14 contains 71661 members 
Mstep: Class 15 contains 9539 members 
Mstep: Class 16 contains 15894 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 34813 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 20 contains 23739 members 
Mstep: Class 21 contains 7755 members 
Mstep: Class 22 contains 24382 members 
Mstep: Class 23 contains 6841 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8310 members 
Mstep: Class 26 contains 58767 members 
Mstep: Class 27 contains 12629 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 8020 members 
Mstep: Class 30 contains 57811 members 
Mstep: Class 31 contains 9602 members 
Mstep: Class 32 contains 4973 members 
Mstep: Class 33 contains 9968 members 
Mstep: Class 34 contains 13180 members 
Mstep: Class 35 contains 108520 members 
Mstep: Class 36 contains 3828 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3912 members 
Mstep: Class 39 contains 3401 members 
Mstep: Class 40 contains 2642 members 
Mstep: Class 41 contains 10074 members 
Mstep: Class 42 contains 722 members 
Mstep: Class 43 contains 8614 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 2981 members 
Mstep: Class 46 contains 6265 members 
Mstep: Class 47 contains 40776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111015512.000000 Penalty: 96646.625000
Iteration 84Q: 48 clusters Score -1.110155e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4595 members 
Mstep: Class 3 contains 20374 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 23287 members 
Mstep: Class 6 contains 71101 members 
Mstep: Class 7 contains 20759 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 78453 members 
Mstep: Class 11 contains 86241 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 69946 members 
Mstep: Class 14 contains 71661 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 15867 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 23720 members 
Mstep: Class 21 contains 7838 members 
Mstep: Class 22 contains 24474 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8322 members 
Mstep: Class 26 contains 58920 members 
Mstep: Class 27 contains 12754 members 
Mstep: Class 28 contains 20587 members 
Mstep: Class 29 contains 8015 members 
Mstep: Class 30 contains 57716 members 
Mstep: Class 31 contains 9591 members 
Mstep: Class 32 contains 5000 members 
Mstep: Class 33 contains 9953 members 
Mstep: Class 34 contains 13010 members 
Mstep: Class 35 contains 109035 members 
Mstep: Class 36 contains 3880 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3928 members 
Mstep: Class 39 contains 3420 members 
Mstep: Class 40 contains 2655 members 
Mstep: Class 41 contains 10062 members 
Mstep: Class 42 contains 721 members 
Mstep: Class 43 contains 8642 members 
Mstep: Class 44 contains 5567 members 
Mstep: Class 45 contains 2993 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 41255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016080.000000 Penalty: 96646.625000
Iteration 85Q: 48 clusters Score -1.110161e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 70927 members 
Mstep: Class 7 contains 20805 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 77956 members 
Mstep: Class 11 contains 85937 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 69902 members 
Mstep: Class 14 contains 71662 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 15846 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 34556 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 23706 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 24564 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8333 members 
Mstep: Class 26 contains 59069 members 
Mstep: Class 27 contains 12862 members 
Mstep: Class 28 contains 20586 members 
Mstep: Class 29 contains 8002 members 
Mstep: Class 30 contains 57604 members 
Mstep: Class 31 contains 9572 members 
Mstep: Class 32 contains 5029 members 
Mstep: Class 33 contains 9945 members 
Mstep: Class 34 contains 12881 members 
Mstep: Class 35 contains 109470 members 
Mstep: Class 36 contains 3918 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3933 members 
Mstep: Class 39 contains 3426 members 
Mstep: Class 40 contains 2667 members 
Mstep: Class 41 contains 10059 members 
Mstep: Class 42 contains 720 members 
Mstep: Class 43 contains 8667 members 
Mstep: Class 44 contains 5798 members 
Mstep: Class 45 contains 3015 members 
Mstep: Class 46 contains 6468 members 
Mstep: Class 47 contains 41631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016480.000000 Penalty: 96646.625000
Iteration 86Q: 48 clusters Score -1.110165e+08 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 70787 members 
Mstep: Class 7 contains 20855 members 
Mstep: Class 8 contains 10107 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 77529 members 
Mstep: Class 11 contains 85653 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 69868 members 
Mstep: Class 14 contains 71656 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 15823 members 
Mstep: Class 17 contains 1561 members 
Mstep: Class 18 contains 34452 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 23688 members 
Mstep: Class 21 contains 7953 members 
Mstep: Class 22 contains 24628 members 
Mstep: Class 23 contains 6911 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 59224 members 
Mstep: Class 27 contains 12943 members 
Mstep: Class 28 contains 20586 members 
Mstep: Class 29 contains 7997 members 
Mstep: Class 30 contains 57481 members 
Mstep: Class 31 contains 9550 members 
Mstep: Class 32 contains 5045 members 
Mstep: Class 33 contains 9934 members 
Mstep: Class 34 contains 12769 members 
Mstep: Class 35 contains 109841 members 
Mstep: Class 36 contains 3950 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3939 members 
Mstep: Class 39 contains 3447 members 
Mstep: Class 40 contains 2681 members 
Mstep: Class 41 contains 10052 members 
Mstep: Class 42 contains 718 members 
Mstep: Class 43 contains 8696 members 
Mstep: Class 44 contains 6039 members 
Mstep: Class 45 contains 3042 members 
Mstep: Class 46 contains 6565 members 
Mstep: Class 47 contains 41960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016528.000000 Penalty: 96646.625000
Iteration 87Q: 48 clusters Score -1.110165e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4586 members 
Mstep: Class 3 contains 20287 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 70659 members 
Mstep: Class 7 contains 20913 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 77151 members 
Mstep: Class 11 contains 85451 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 69851 members 
Mstep: Class 14 contains 71649 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 15808 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 34354 members 
Mstep: Class 19 contains 4457 members 
Mstep: Class 20 contains 23676 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 24673 members 
Mstep: Class 23 contains 6918 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8333 members 
Mstep: Class 26 contains 59337 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 20588 members 
Mstep: Class 29 contains 7994 members 
Mstep: Class 30 contains 57346 members 
Mstep: Class 31 contains 9514 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 9926 members 
Mstep: Class 34 contains 12673 members 
Mstep: Class 35 contains 110146 members 
Mstep: Class 36 contains 3985 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3944 members 
Mstep: Class 39 contains 3473 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 10049 members 
Mstep: Class 42 contains 717 members 
Mstep: Class 43 contains 8720 members 
Mstep: Class 44 contains 6247 members 
Mstep: Class 45 contains 3078 members 
Mstep: Class 46 contains 6648 members 
Mstep: Class 47 contains 42257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111017160.000000 Penalty: 96646.625000
Iteration 88Q: 48 clusters Score -1.110172e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4583 members 
Mstep: Class 3 contains 20275 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 23047 members 
Mstep: Class 6 contains 70535 members 
Mstep: Class 7 contains 20948 members 
Mstep: Class 8 contains 9855 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 10 contains 76818 members 
Mstep: Class 11 contains 85255 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 69839 members 
Mstep: Class 14 contains 71646 members 
Mstep: Class 15 contains 9689 members 
Mstep: Class 16 contains 15789 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 34262 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 23663 members 
Mstep: Class 21 contains 8045 members 
Mstep: Class 22 contains 24736 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8322 members 
Mstep: Class 26 contains 59446 members 
Mstep: Class 27 contains 13061 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7990 members 
Mstep: Class 30 contains 57261 members 
Mstep: Class 31 contains 9487 members 
Mstep: Class 32 contains 5066 members 
Mstep: Class 33 contains 9919 members 
Mstep: Class 34 contains 12570 members 
Mstep: Class 35 contains 110415 members 
Mstep: Class 36 contains 4020 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 3948 members 
Mstep: Class 39 contains 3497 members 
Mstep: Class 40 contains 2705 members 
Mstep: Class 41 contains 10042 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8734 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 3110 members 
Mstep: Class 46 contains 6723 members 
Mstep: Class 47 contains 42527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111017672.000000 Penalty: 96646.625000
Iteration 89Q: 48 clusters Score -1.110177e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4580 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 22985 members 
Mstep: Class 6 contains 70386 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 76517 members 
Mstep: Class 11 contains 85097 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 69831 members 
Mstep: Class 14 contains 71642 members 
Mstep: Class 15 contains 9714 members 
Mstep: Class 16 contains 15771 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 34195 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 23651 members 
Mstep: Class 21 contains 8077 members 
Mstep: Class 22 contains 24833 members 
Mstep: Class 23 contains 6962 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8313 members 
Mstep: Class 26 contains 59545 members 
Mstep: Class 27 contains 13104 members 
Mstep: Class 28 contains 20594 members 
Mstep: Class 29 contains 7987 members 
Mstep: Class 30 contains 57163 members 
Mstep: Class 31 contains 9480 members 
Mstep: Class 32 contains 5069 members 
Mstep: Class 33 contains 9914 members 
Mstep: Class 34 contains 12483 members 
Mstep: Class 35 contains 110660 members 
Mstep: Class 36 contains 4063 members 
Mstep: Class 37 contains 663 members 
Mstep: Class 38 contains 3960 members 
Mstep: Class 39 contains 3532 members 
Mstep: Class 40 contains 2706 members 
Mstep: Class 41 contains 10038 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8754 members 
Mstep: Class 44 contains 6589 members 
Mstep: Class 45 contains 3129 members 
Mstep: Class 46 contains 6787 members 
Mstep: Class 47 contains 42772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111017624.000000 Penalty: 96646.625000
Iteration 90Q: 48 clusters Score -1.110176e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 20263 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 22960 members 
Mstep: Class 6 contains 70242 members 
Mstep: Class 7 contains 21011 members 
Mstep: Class 8 contains 9546 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 76243 members 
Mstep: Class 11 contains 84957 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 69825 members 
Mstep: Class 14 contains 71636 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 15749 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 34128 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 23648 members 
Mstep: Class 21 contains 8100 members 
Mstep: Class 22 contains 24936 members 
Mstep: Class 23 contains 7002 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 59639 members 
Mstep: Class 27 contains 13126 members 
Mstep: Class 28 contains 20594 members 
Mstep: Class 29 contains 7984 members 
Mstep: Class 30 contains 57059 members 
Mstep: Class 31 contains 9471 members 
Mstep: Class 32 contains 5078 members 
Mstep: Class 33 contains 9910 members 
Mstep: Class 34 contains 12397 members 
Mstep: Class 35 contains 110876 members 
Mstep: Class 36 contains 4109 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3962 members 
Mstep: Class 39 contains 3562 members 
Mstep: Class 40 contains 2715 members 
Mstep: Class 41 contains 10029 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8779 members 
Mstep: Class 44 contains 6727 members 
Mstep: Class 45 contains 3151 members 
Mstep: Class 46 contains 6853 members 
Mstep: Class 47 contains 42995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111017984.000000 Penalty: 96646.625000
Iteration 91Q: 48 clusters Score -1.11018e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 20263 members 
Mstep: Class 4 contains 6725 members 
Mstep: Class 5 contains 22926 members 
Mstep: Class 6 contains 70117 members 
Mstep: Class 7 contains 21038 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 76030 members 
Mstep: Class 11 contains 84825 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 69822 members 
Mstep: Class 14 contains 71629 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 15733 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 23649 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 25020 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8286 members 
Mstep: Class 26 contains 59727 members 
Mstep: Class 27 contains 13158 members 
Mstep: Class 28 contains 20596 members 
Mstep: Class 29 contains 7982 members 
Mstep: Class 30 contains 56937 members 
Mstep: Class 31 contains 9462 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 9907 members 
Mstep: Class 34 contains 12326 members 
Mstep: Class 35 contains 111056 members 
Mstep: Class 36 contains 4152 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3972 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2719 members 
Mstep: Class 41 contains 10031 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8794 members 
Mstep: Class 44 contains 6867 members 
Mstep: Class 45 contains 3174 members 
Mstep: Class 46 contains 6925 members 
Mstep: Class 47 contains 43188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018168.000000 Penalty: 96646.625000
Iteration 92Q: 48 clusters Score -1.110182e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 6677 members 
Mstep: Class 5 contains 22880 members 
Mstep: Class 6 contains 70030 members 
Mstep: Class 7 contains 21060 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 75835 members 
Mstep: Class 11 contains 84705 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 69818 members 
Mstep: Class 14 contains 71631 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 34007 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 21 contains 8119 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 7073 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8275 members 
Mstep: Class 26 contains 59814 members 
Mstep: Class 27 contains 13179 members 
Mstep: Class 28 contains 20597 members 
Mstep: Class 29 contains 7978 members 
Mstep: Class 30 contains 56802 members 
Mstep: Class 31 contains 9456 members 
Mstep: Class 32 contains 5093 members 
Mstep: Class 33 contains 9907 members 
Mstep: Class 34 contains 12271 members 
Mstep: Class 35 contains 111214 members 
Mstep: Class 36 contains 4198 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3982 members 
Mstep: Class 39 contains 3604 members 
Mstep: Class 40 contains 2727 members 
Mstep: Class 41 contains 10033 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8804 members 
Mstep: Class 44 contains 7007 members 
Mstep: Class 45 contains 3194 members 
Mstep: Class 46 contains 6983 members 
Mstep: Class 47 contains 43320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018056.000000 Penalty: 96646.625000
Iteration 93Q: 48 clusters Score -1.110181e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 6619 members 
Mstep: Class 5 contains 22837 members 
Mstep: Class 6 contains 69966 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 9219 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 75658 members 
Mstep: Class 11 contains 84592 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 69818 members 
Mstep: Class 14 contains 71628 members 
Mstep: Class 15 contains 9798 members 
Mstep: Class 16 contains 15707 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 33946 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 23646 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 25143 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 59887 members 
Mstep: Class 27 contains 13216 members 
Mstep: Class 28 contains 20598 members 
Mstep: Class 29 contains 7978 members 
Mstep: Class 30 contains 56670 members 
Mstep: Class 31 contains 9451 members 
Mstep: Class 32 contains 5088 members 
Mstep: Class 33 contains 9907 members 
Mstep: Class 34 contains 12213 members 
Mstep: Class 35 contains 111358 members 
Mstep: Class 36 contains 4240 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3988 members 
Mstep: Class 39 contains 3653 members 
Mstep: Class 40 contains 2735 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8812 members 
Mstep: Class 44 contains 7137 members 
Mstep: Class 45 contains 3213 members 
Mstep: Class 46 contains 7043 members 
Mstep: Class 47 contains 43442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018304.000000 Penalty: 96646.625000
Iteration 94Q: 48 clusters Score -1.110183e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4568 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 22792 members 
Mstep: Class 6 contains 69897 members 
Mstep: Class 7 contains 21095 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 75457 members 
Mstep: Class 11 contains 84504 members 
Mstep: Class 12 contains 6082 members 
Mstep: Class 13 contains 69818 members 
Mstep: Class 14 contains 71626 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 33885 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 23646 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 25214 members 
Mstep: Class 23 contains 7143 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 59959 members 
Mstep: Class 27 contains 13235 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7977 members 
Mstep: Class 30 contains 56527 members 
Mstep: Class 31 contains 9443 members 
Mstep: Class 32 contains 5083 members 
Mstep: Class 33 contains 9906 members 
Mstep: Class 34 contains 12170 members 
Mstep: Class 35 contains 111486 members 
Mstep: Class 36 contains 4289 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3992 members 
Mstep: Class 39 contains 3692 members 
Mstep: Class 40 contains 2743 members 
Mstep: Class 41 contains 10029 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8822 members 
Mstep: Class 44 contains 7284 members 
Mstep: Class 45 contains 3239 members 
Mstep: Class 46 contains 7107 members 
Mstep: Class 47 contains 43563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018528.000000 Penalty: 96646.625000
Iteration 95Q: 48 clusters Score -1.110185e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 20275 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 69820 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 9059 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 75275 members 
Mstep: Class 11 contains 84419 members 
Mstep: Class 12 contains 6096 members 
Mstep: Class 13 contains 69815 members 
Mstep: Class 14 contains 71622 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 16 contains 15668 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 33822 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 25305 members 
Mstep: Class 23 contains 7178 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8253 members 
Mstep: Class 26 contains 60039 members 
Mstep: Class 27 contains 13251 members 
Mstep: Class 28 contains 20598 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 56392 members 
Mstep: Class 31 contains 9431 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 9905 members 
Mstep: Class 34 contains 12134 members 
Mstep: Class 35 contains 111602 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 3997 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 2754 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8832 members 
Mstep: Class 44 contains 7412 members 
Mstep: Class 45 contains 3274 members 
Mstep: Class 46 contains 7164 members 
Mstep: Class 47 contains 43663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018808.000000 Penalty: 96646.625000
Iteration 96Q: 48 clusters Score -1.110188e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 22723 members 
Mstep: Class 6 contains 69737 members 
Mstep: Class 7 contains 21120 members 
Mstep: Class 8 contains 8993 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 75094 members 
Mstep: Class 11 contains 84332 members 
Mstep: Class 12 contains 6111 members 
Mstep: Class 13 contains 69822 members 
Mstep: Class 14 contains 71619 members 
Mstep: Class 15 contains 9861 members 
Mstep: Class 16 contains 15650 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 33769 members 
Mstep: Class 19 contains 4261 members 
Mstep: Class 20 contains 23646 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 25413 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8242 members 
Mstep: Class 26 contains 60117 members 
Mstep: Class 27 contains 13274 members 
Mstep: Class 28 contains 20598 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 56262 members 
Mstep: Class 31 contains 9403 members 
Mstep: Class 32 contains 5081 members 
Mstep: Class 33 contains 9904 members 
Mstep: Class 34 contains 12106 members 
Mstep: Class 35 contains 111704 members 
Mstep: Class 36 contains 4399 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4000 members 
Mstep: Class 39 contains 3749 members 
Mstep: Class 40 contains 2769 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8837 members 
Mstep: Class 44 contains 7527 members 
Mstep: Class 45 contains 3324 members 
Mstep: Class 46 contains 7220 members 
Mstep: Class 47 contains 43762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018704.000000 Penalty: 96646.625000
Iteration 97Q: 48 clusters Score -1.110187e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4558 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 6429 members 
Mstep: Class 5 contains 22678 members 
Mstep: Class 6 contains 69636 members 
Mstep: Class 7 contains 21137 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 74897 members 
Mstep: Class 11 contains 84270 members 
Mstep: Class 12 contains 6130 members 
Mstep: Class 13 contains 69826 members 
Mstep: Class 14 contains 71618 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 15639 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 33702 members 
Mstep: Class 19 contains 4226 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 21 contains 8150 members 
Mstep: Class 22 contains 25499 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8242 members 
Mstep: Class 26 contains 60192 members 
Mstep: Class 27 contains 13284 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 56154 members 
Mstep: Class 31 contains 9371 members 
Mstep: Class 32 contains 5086 members 
Mstep: Class 33 contains 9899 members 
Mstep: Class 34 contains 12079 members 
Mstep: Class 35 contains 111826 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4003 members 
Mstep: Class 39 contains 3750 members 
Mstep: Class 40 contains 2785 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8844 members 
Mstep: Class 44 contains 7640 members 
Mstep: Class 45 contains 3368 members 
Mstep: Class 46 contains 7266 members 
Mstep: Class 47 contains 43856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018928.000000 Penalty: 96646.625000
Iteration 98Q: 48 clusters Score -1.110189e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 20265 members 
Mstep: Class 4 contains 6395 members 
Mstep: Class 5 contains 22640 members 
Mstep: Class 6 contains 69575 members 
Mstep: Class 7 contains 21154 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 74697 members 
Mstep: Class 11 contains 84173 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 69828 members 
Mstep: Class 14 contains 71616 members 
Mstep: Class 15 contains 9902 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 33640 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 21 contains 8159 members 
Mstep: Class 22 contains 25606 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8239 members 
Mstep: Class 26 contains 60253 members 
Mstep: Class 27 contains 13291 members 
Mstep: Class 28 contains 20600 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 56069 members 
Mstep: Class 31 contains 9335 members 
Mstep: Class 32 contains 5089 members 
Mstep: Class 33 contains 9898 members 
Mstep: Class 34 contains 12046 members 
Mstep: Class 35 contains 111957 members 
Mstep: Class 36 contains 4510 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4007 members 
Mstep: Class 39 contains 3761 members 
Mstep: Class 40 contains 2791 members 
Mstep: Class 41 contains 10025 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8850 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 3409 members 
Mstep: Class 46 contains 7306 members 
Mstep: Class 47 contains 43951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111019256.000000 Penalty: 96646.625000
Iteration 99Q: 48 clusters Score -1.110193e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 20257 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 22609 members 
Mstep: Class 6 contains 69527 members 
Mstep: Class 7 contains 21161 members 
Mstep: Class 8 contains 8852 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 74515 members 
Mstep: Class 11 contains 84069 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 69826 members 
Mstep: Class 14 contains 71621 members 
Mstep: Class 15 contains 9921 members 
Mstep: Class 16 contains 15618 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 33593 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 23648 members 
Mstep: Class 21 contains 8164 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8233 members 
Mstep: Class 26 contains 60329 members 
Mstep: Class 27 contains 13300 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7975 members 
Mstep: Class 30 contains 55978 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 9898 members 
Mstep: Class 34 contains 12023 members 
Mstep: Class 35 contains 112104 members 
Mstep: Class 36 contains 4539 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4013 members 
Mstep: Class 39 contains 3756 members 
Mstep: Class 40 contains 2794 members 
Mstep: Class 41 contains 10023 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8852 members 
Mstep: Class 44 contains 7828 members 
Mstep: Class 45 contains 3442 members 
Mstep: Class 46 contains 7347 members 
Mstep: Class 47 contains 44028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111019320.000000 Penalty: 96646.625000
Iteration 100F: 48 clusters Score -1.110193e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4550 members 
Mstep: Class 3 contains 20246 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 6 contains 69495 members 
Mstep: Class 7 contains 21166 members 
Mstep: Class 8 contains 8775 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 74342 members 
Mstep: Class 11 contains 83968 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 69827 members 
Mstep: Class 14 contains 71620 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 33543 members 
Mstep: Class 19 contains 4135 members 
Mstep: Class 20 contains 23646 members 
Mstep: Class 21 contains 8167 members 
Mstep: Class 22 contains 25765 members 
Mstep: Class 23 contains 7302 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 60363 members 
Mstep: Class 27 contains 13317 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 55892 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 5107 members 
Mstep: Class 33 contains 9898 members 
Mstep: Class 34 contains 12000 members 
Mstep: Class 35 contains 112224 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4019 members 
Mstep: Class 39 contains 3763 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 10023 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8853 members 
Mstep: Class 44 contains 7966 members 
Mstep: Class 45 contains 3485 members 
Mstep: Class 46 contains 7397 members 
Mstep: Class 47 contains 44104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111019728.000000 Penalty: 96646.625000
Iteration 101Q: 48 clusters Score -1.110197e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 20241 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 22545 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 74180 members 
Mstep: Class 11 contains 83898 members 
Mstep: Class 12 contains 6160 members 
Mstep: Class 13 contains 69830 members 
Mstep: Class 14 contains 71621 members 
Mstep: Class 15 contains 9939 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 33494 members 
Mstep: Class 19 contains 4108 members 
Mstep: Class 20 contains 23646 members 
Mstep: Class 21 contains 8171 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 7319 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8224 members 
Mstep: Class 26 contains 60385 members 
Mstep: Class 27 contains 13330 members 
Mstep: Class 28 contains 20596 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 55802 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 5114 members 
Mstep: Class 33 contains 9897 members 
Mstep: Class 34 contains 11979 members 
Mstep: Class 35 contains 112317 members 
Mstep: Class 36 contains 4719 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4026 members 
Mstep: Class 39 contains 3776 members 
Mstep: Class 40 contains 2808 members 
Mstep: Class 41 contains 10024 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8851 members 
Mstep: Class 44 contains 8082 members 
Mstep: Class 45 contains 3525 members 
Mstep: Class 46 contains 7440 members 
Mstep: Class 47 contains 44196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111019744.000000 Penalty: 96646.625000
Iteration 102Q: 48 clusters Score -1.110197e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 20234 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 22532 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 8663 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 74019 members 
Mstep: Class 11 contains 83835 members 
Mstep: Class 12 contains 6168 members 
Mstep: Class 13 contains 69836 members 
Mstep: Class 14 contains 71620 members 
Mstep: Class 15 contains 9948 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 33455 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 23646 members 
Mstep: Class 21 contains 8176 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 7334 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8223 members 
Mstep: Class 26 contains 60396 members 
Mstep: Class 27 contains 13343 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 55722 members 
Mstep: Class 31 contains 9206 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 9896 members 
Mstep: Class 34 contains 11951 members 
Mstep: Class 35 contains 112386 members 
Mstep: Class 36 contains 4812 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 3783 members 
Mstep: Class 40 contains 2813 members 
Mstep: Class 41 contains 10023 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8852 members 
Mstep: Class 44 contains 8203 members 
Mstep: Class 45 contains 3574 members 
Mstep: Class 46 contains 7481 members 
Mstep: Class 47 contains 44280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020008.000000 Penalty: 96646.625000
Iteration 103Q: 48 clusters Score -1.1102e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20236 members 
Mstep: Class 4 contains 6287 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 69274 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73856 members 
Mstep: Class 11 contains 83778 members 
Mstep: Class 12 contains 6175 members 
Mstep: Class 13 contains 69842 members 
Mstep: Class 14 contains 71618 members 
Mstep: Class 15 contains 9953 members 
Mstep: Class 16 contains 15606 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 33419 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 25954 members 
Mstep: Class 23 contains 7346 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 60405 members 
Mstep: Class 27 contains 13361 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7975 members 
Mstep: Class 30 contains 55645 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 9895 members 
Mstep: Class 34 contains 11933 members 
Mstep: Class 35 contains 112420 members 
Mstep: Class 36 contains 4904 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4035 members 
Mstep: Class 39 contains 3790 members 
Mstep: Class 40 contains 2822 members 
Mstep: Class 41 contains 10022 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8856 members 
Mstep: Class 44 contains 8333 members 
Mstep: Class 45 contains 3625 members 
Mstep: Class 46 contains 7520 members 
Mstep: Class 47 contains 44357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020200.000000 Penalty: 96646.625000
Iteration 104Q: 48 clusters Score -1.110202e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20236 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 22502 members 
Mstep: Class 6 contains 69223 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 8519 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73692 members 
Mstep: Class 11 contains 83713 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 69845 members 
Mstep: Class 14 contains 71618 members 
Mstep: Class 15 contains 9955 members 
Mstep: Class 16 contains 15601 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 33393 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 23648 members 
Mstep: Class 21 contains 8185 members 
Mstep: Class 22 contains 26015 members 
Mstep: Class 23 contains 7363 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 60401 members 
Mstep: Class 27 contains 13371 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 55557 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 9894 members 
Mstep: Class 34 contains 11928 members 
Mstep: Class 35 contains 112479 members 
Mstep: Class 36 contains 4994 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4043 members 
Mstep: Class 39 contains 3790 members 
Mstep: Class 40 contains 2827 members 
Mstep: Class 41 contains 10022 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8859 members 
Mstep: Class 44 contains 8462 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 7569 members 
Mstep: Class 47 contains 44429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020544.000000 Penalty: 96646.625000
Iteration 105Q: 48 clusters Score -1.110205e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20234 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 69167 members 
Mstep: Class 7 contains 21239 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73549 members 
Mstep: Class 11 contains 83664 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 69851 members 
Mstep: Class 14 contains 71616 members 
Mstep: Class 15 contains 9963 members 
Mstep: Class 16 contains 15595 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 33369 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 23648 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 26061 members 
Mstep: Class 23 contains 7376 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 60403 members 
Mstep: Class 27 contains 13380 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 55447 members 
Mstep: Class 31 contains 9092 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 9892 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 112520 members 
Mstep: Class 36 contains 5082 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4049 members 
Mstep: Class 39 contains 3789 members 
Mstep: Class 40 contains 2834 members 
Mstep: Class 41 contains 10023 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 8576 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 7616 members 
Mstep: Class 47 contains 44495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020784.000000 Penalty: 96646.625000
Iteration 106Q: 48 clusters Score -1.110208e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 20238 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 6 contains 69121 members 
Mstep: Class 7 contains 21251 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73410 members 
Mstep: Class 11 contains 83630 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 69858 members 
Mstep: Class 14 contains 71611 members 
Mstep: Class 15 contains 9975 members 
Mstep: Class 16 contains 15594 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 33348 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 23648 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 26125 members 
Mstep: Class 23 contains 7381 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 60392 members 
Mstep: Class 27 contains 13386 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 55340 members 
Mstep: Class 31 contains 9062 members 
Mstep: Class 32 contains 5112 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11891 members 
Mstep: Class 35 contains 112549 members 
Mstep: Class 36 contains 5160 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4058 members 
Mstep: Class 39 contains 3781 members 
Mstep: Class 40 contains 2842 members 
Mstep: Class 41 contains 10022 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8865 members 
Mstep: Class 44 contains 8697 members 
Mstep: Class 45 contains 3774 members 
Mstep: Class 46 contains 7671 members 
Mstep: Class 47 contains 44553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020968.000000 Penalty: 96646.625000
Iteration 107Q: 48 clusters Score -1.11021e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20245 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 22484 members 
Mstep: Class 6 contains 69087 members 
Mstep: Class 7 contains 21261 members 
Mstep: Class 8 contains 8367 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73282 members 
Mstep: Class 11 contains 83595 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 69874 members 
Mstep: Class 14 contains 71607 members 
Mstep: Class 15 contains 9985 members 
Mstep: Class 16 contains 15601 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 33328 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 21 contains 8199 members 
Mstep: Class 22 contains 26160 members 
Mstep: Class 23 contains 7388 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 60366 members 
Mstep: Class 27 contains 13391 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 55238 members 
Mstep: Class 31 contains 9018 members 
Mstep: Class 32 contains 5115 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11861 members 
Mstep: Class 35 contains 112569 members 
Mstep: Class 36 contains 5237 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4064 members 
Mstep: Class 39 contains 3774 members 
Mstep: Class 40 contains 2857 members 
Mstep: Class 41 contains 10022 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8868 members 
Mstep: Class 44 contains 8823 members 
Mstep: Class 45 contains 3815 members 
Mstep: Class 46 contains 7729 members 
Mstep: Class 47 contains 44612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020976.000000 Penalty: 96646.625000
Iteration 108Q: 48 clusters Score -1.11021e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 20249 members 
Mstep: Class 4 contains 6228 members 
Mstep: Class 5 contains 22475 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73176 members 
Mstep: Class 11 contains 83562 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 69883 members 
Mstep: Class 14 contains 71606 members 
Mstep: Class 15 contains 9990 members 
Mstep: Class 16 contains 15603 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 33304 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8204 members 
Mstep: Class 22 contains 26183 members 
Mstep: Class 23 contains 7396 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 60367 members 
Mstep: Class 27 contains 13398 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 55128 members 
Mstep: Class 31 contains 8976 members 
Mstep: Class 32 contains 5115 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11839 members 
Mstep: Class 35 contains 112597 members 
Mstep: Class 36 contains 5308 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4066 members 
Mstep: Class 39 contains 3779 members 
Mstep: Class 40 contains 2864 members 
Mstep: Class 41 contains 10025 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8870 members 
Mstep: Class 44 contains 8955 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 7787 members 
Mstep: Class 47 contains 44638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111021016.000000 Penalty: 96646.625000
Iteration 109Q: 48 clusters Score -1.11021e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20257 members 
Mstep: Class 4 contains 6218 members 
Mstep: Class 5 contains 22459 members 
Mstep: Class 6 contains 69039 members 
Mstep: Class 7 contains 21316 members 
Mstep: Class 8 contains 8254 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 73075 members 
Mstep: Class 11 contains 83531 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 69888 members 
Mstep: Class 14 contains 71606 members 
Mstep: Class 15 contains 10009 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 33289 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 23643 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 26231 members 
Mstep: Class 23 contains 7402 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 60364 members 
Mstep: Class 27 contains 13408 members 
Mstep: Class 28 contains 20588 members 
Mstep: Class 29 contains 7967 members 
Mstep: Class 30 contains 55032 members 
Mstep: Class 31 contains 8937 members 
Mstep: Class 32 contains 5111 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11821 members 
Mstep: Class 35 contains 112612 members 
Mstep: Class 36 contains 5362 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4068 members 
Mstep: Class 39 contains 3776 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 10026 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8870 members 
Mstep: Class 44 contains 9065 members 
Mstep: Class 45 contains 3904 members 
Mstep: Class 46 contains 7830 members 
Mstep: Class 47 contains 44664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111021224.000000 Penalty: 96646.625000
Iteration 110Q: 48 clusters Score -1.110212e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 20266 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 22451 members 
Mstep: Class 6 contains 69017 members 
Mstep: Class 7 contains 21342 members 
Mstep: Class 8 contains 8194 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72969 members 
Mstep: Class 11 contains 83487 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 69894 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 15612 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 33269 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 23642 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 26276 members 
Mstep: Class 23 contains 7405 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8223 members 
Mstep: Class 26 contains 60361 members 
Mstep: Class 27 contains 13415 members 
Mstep: Class 28 contains 20588 members 
Mstep: Class 29 contains 7966 members 
Mstep: Class 30 contains 54949 members 
Mstep: Class 31 contains 8882 members 
Mstep: Class 32 contains 5103 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11794 members 
Mstep: Class 35 contains 112642 members 
Mstep: Class 36 contains 5426 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4074 members 
Mstep: Class 39 contains 3773 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8873 members 
Mstep: Class 44 contains 9177 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 7872 members 
Mstep: Class 47 contains 44681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111021712.000000 Penalty: 96646.625000
Iteration 111Q: 48 clusters Score -1.110217e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 20270 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 5 contains 22444 members 
Mstep: Class 6 contains 68994 members 
Mstep: Class 7 contains 21368 members 
Mstep: Class 8 contains 8130 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72875 members 
Mstep: Class 11 contains 83448 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 69898 members 
Mstep: Class 14 contains 71605 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 15608 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 33249 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 23643 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 26316 members 
Mstep: Class 23 contains 7417 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8224 members 
Mstep: Class 26 contains 60359 members 
Mstep: Class 27 contains 13425 members 
Mstep: Class 28 contains 20589 members 
Mstep: Class 29 contains 7966 members 
Mstep: Class 30 contains 54876 members 
Mstep: Class 31 contains 8833 members 
Mstep: Class 32 contains 5108 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11759 members 
Mstep: Class 35 contains 112678 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4079 members 
Mstep: Class 39 contains 3777 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8873 members 
Mstep: Class 44 contains 9284 members 
Mstep: Class 45 contains 4013 members 
Mstep: Class 46 contains 7913 members 
Mstep: Class 47 contains 44690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111021960.000000 Penalty: 96646.625000
Iteration 112Q: 48 clusters Score -1.11022e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20289 members 
Mstep: Class 4 contains 6187 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 68992 members 
Mstep: Class 7 contains 21400 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72778 members 
Mstep: Class 11 contains 83413 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 69904 members 
Mstep: Class 14 contains 71606 members 
Mstep: Class 15 contains 10059 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 33228 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 20 contains 23643 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 26359 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8220 members 
Mstep: Class 26 contains 60355 members 
Mstep: Class 27 contains 13431 members 
Mstep: Class 28 contains 20589 members 
Mstep: Class 29 contains 7966 members 
Mstep: Class 30 contains 54793 members 
Mstep: Class 31 contains 8805 members 
Mstep: Class 32 contains 5101 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 112719 members 
Mstep: Class 36 contains 5534 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4083 members 
Mstep: Class 39 contains 3779 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8873 members 
Mstep: Class 44 contains 9375 members 
Mstep: Class 45 contains 4044 members 
Mstep: Class 46 contains 7953 members 
Mstep: Class 47 contains 44696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022064.000000 Penalty: 96646.625000
Iteration 113Q: 48 clusters Score -1.110221e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 20307 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 69009 members 
Mstep: Class 7 contains 21421 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72695 members 
Mstep: Class 11 contains 83375 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 69908 members 
Mstep: Class 14 contains 71607 members 
Mstep: Class 15 contains 10085 members 
Mstep: Class 16 contains 15620 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 33209 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 23643 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 26387 members 
Mstep: Class 23 contains 7399 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8218 members 
Mstep: Class 26 contains 60369 members 
Mstep: Class 27 contains 13434 members 
Mstep: Class 28 contains 20590 members 
Mstep: Class 29 contains 7966 members 
Mstep: Class 30 contains 54712 members 
Mstep: Class 31 contains 8771 members 
Mstep: Class 32 contains 5086 members 
Mstep: Class 33 contains 9889 members 
Mstep: Class 34 contains 11690 members 
Mstep: Class 35 contains 112761 members 
Mstep: Class 36 contains 5563 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4084 members 
Mstep: Class 39 contains 3775 members 
Mstep: Class 40 contains 2937 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8874 members 
Mstep: Class 44 contains 9456 members 
Mstep: Class 45 contains 4076 members 
Mstep: Class 46 contains 8005 members 
Mstep: Class 47 contains 44702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022048.000000 Penalty: 96646.625000
Iteration 114Q: 48 clusters Score -1.11022e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 20326 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 22419 members 
Mstep: Class 6 contains 69001 members 
Mstep: Class 7 contains 21449 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72613 members 
Mstep: Class 11 contains 83327 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 69912 members 
Mstep: Class 14 contains 71607 members 
Mstep: Class 15 contains 10097 members 
Mstep: Class 16 contains 15618 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 33195 members 
Mstep: Class 19 contains 3772 members 
Mstep: Class 20 contains 23643 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 26408 members 
Mstep: Class 23 contains 7402 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8217 members 
Mstep: Class 26 contains 60389 members 
Mstep: Class 27 contains 13431 members 
Mstep: Class 28 contains 20590 members 
Mstep: Class 29 contains 7965 members 
Mstep: Class 30 contains 54635 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 5073 members 
Mstep: Class 33 contains 9887 members 
Mstep: Class 34 contains 11655 members 
Mstep: Class 35 contains 112802 members 
Mstep: Class 36 contains 5598 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4085 members 
Mstep: Class 39 contains 3777 members 
Mstep: Class 40 contains 2958 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8875 members 
Mstep: Class 44 contains 9547 members 
Mstep: Class 45 contains 4103 members 
Mstep: Class 46 contains 8061 members 
Mstep: Class 47 contains 44711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022152.000000 Penalty: 96646.625000
Iteration 115Q: 48 clusters Score -1.110222e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 20332 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 22411 members 
Mstep: Class 6 contains 69003 members 
Mstep: Class 7 contains 21473 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72537 members 
Mstep: Class 11 contains 83268 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 69915 members 
Mstep: Class 14 contains 71606 members 
Mstep: Class 15 contains 10119 members 
Mstep: Class 16 contains 15621 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33179 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 26418 members 
Mstep: Class 23 contains 7413 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 60396 members 
Mstep: Class 27 contains 13434 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7965 members 
Mstep: Class 30 contains 54563 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 5062 members 
Mstep: Class 33 contains 9885 members 
Mstep: Class 34 contains 11625 members 
Mstep: Class 35 contains 112861 members 
Mstep: Class 36 contains 5620 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4087 members 
Mstep: Class 39 contains 3775 members 
Mstep: Class 40 contains 2988 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8878 members 
Mstep: Class 44 contains 9617 members 
Mstep: Class 45 contains 4121 members 
Mstep: Class 46 contains 8114 members 
Mstep: Class 47 contains 44719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022248.000000 Penalty: 96646.625000
Iteration 116Q: 48 clusters Score -1.110222e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 20345 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 22402 members 
Mstep: Class 6 contains 69027 members 
Mstep: Class 7 contains 21503 members 
Mstep: Class 8 contains 7977 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72451 members 
Mstep: Class 11 contains 83212 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 69918 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33163 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 26420 members 
Mstep: Class 23 contains 7424 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 60398 members 
Mstep: Class 27 contains 13440 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54498 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 5040 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11589 members 
Mstep: Class 35 contains 112908 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4086 members 
Mstep: Class 39 contains 3776 members 
Mstep: Class 40 contains 3020 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8877 members 
Mstep: Class 44 contains 9680 members 
Mstep: Class 45 contains 4133 members 
Mstep: Class 46 contains 8156 members 
Mstep: Class 47 contains 44732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022376.000000 Penalty: 96646.625000
Iteration 117Q: 48 clusters Score -1.110224e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 6167 members 
Mstep: Class 5 contains 22399 members 
Mstep: Class 6 contains 69039 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 7961 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72386 members 
Mstep: Class 11 contains 83157 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 69923 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10149 members 
Mstep: Class 16 contains 15625 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 33138 members 
Mstep: Class 19 contains 3728 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8220 members 
Mstep: Class 22 contains 26425 members 
Mstep: Class 23 contains 7426 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 60401 members 
Mstep: Class 27 contains 13440 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54435 members 
Mstep: Class 31 contains 8675 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11558 members 
Mstep: Class 35 contains 112937 members 
Mstep: Class 36 contains 5657 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4085 members 
Mstep: Class 39 contains 3782 members 
Mstep: Class 40 contains 3050 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9729 members 
Mstep: Class 45 contains 4144 members 
Mstep: Class 46 contains 8197 members 
Mstep: Class 47 contains 44750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022336.000000 Penalty: 96646.625000
Iteration 118Q: 48 clusters Score -1.110223e+08 nChanged 777
Entering ConstructFrom: 
Score: -111022336.000000 Penalty: 96646.625000
Entering ConstructFrom: 
Trying to split cluster 1 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47760.445312 Penalty: 912.002686
	Iteration 0F: 2 clusters Score -47760.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46891.382812 Penalty: 1824.005371
	Iteration 0F: 3 clusters Score -46891.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47054.937500 Penalty: 1824.005371
	Iteration 1F: 3 clusters Score -47054.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47130.160156 Penalty: 1824.005371
	Iteration 2F: 3 clusters Score -47130.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47157.796875 Penalty: 1824.005371
	Iteration 3Q: 3 clusters Score -47157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47175.433594 Penalty: 1824.005371
	Iteration 4Q: 3 clusters Score -47175.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47186.953125 Penalty: 1824.005371
	Iteration 5Q: 3 clusters Score -47186.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47195.570312 Penalty: 1824.005371
	Iteration 6Q: 3 clusters Score -47195.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47196.886719 Penalty: 1824.005371
	Iteration 7Q: 3 clusters Score -47196.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47202.148438 Penalty: 1824.005371
	Iteration 8Q: 3 clusters Score -47202.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47208.562500 Penalty: 1824.005371
	Iteration 9Q: 3 clusters Score -47208.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47208.562500 Penalty: 1824.005371
	Iteration 10F: 3 clusters Score -47208.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -485308.156250 Penalty: 1253.161377
	Iteration 0F: 2 clusters Score -485308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -481931.281250 Penalty: 2506.322754
	Iteration 0F: 3 clusters Score -481931.3 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -482913.656250 Penalty: 2506.322754
	Iteration 1F: 3 clusters Score -482913.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -483188.843750 Penalty: 2506.322754
	Iteration 2F: 3 clusters Score -483188.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -483472.937500 Penalty: 2506.322754
	Iteration 3F: 3 clusters Score -483472.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -483754.875000 Penalty: 2506.322754
	Iteration 4F: 3 clusters Score -483754.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -484015.156250 Penalty: 2506.322754
	Iteration 5F: 3 clusters Score -484015.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -484260.343750 Penalty: 2506.322754
	Iteration 6F: 3 clusters Score -484260.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -484495.093750 Penalty: 2506.322754
	Iteration 7F: 3 clusters Score -484495.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -484753.343750 Penalty: 2506.322754
	Iteration 8Q: 3 clusters Score -484753.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -485015.875000 Penalty: 2506.322754
	Iteration 9F: 3 clusters Score -485015.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -485258.937500 Penalty: 2506.322754
	Iteration 10F: 3 clusters Score -485258.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -485456.406250 Penalty: 2506.322754
	Iteration 11Q: 3 clusters Score -485456.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -485599.750000 Penalty: 2506.322754
	Iteration 12Q: 3 clusters Score -485599.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -485703.000000 Penalty: 2506.322754
	Iteration 13Q: 3 clusters Score -485703 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -485770.468750 Penalty: 2506.322754
	Iteration 14Q: 3 clusters Score -485770.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -485818.187500 Penalty: 2506.322754
	Iteration 15Q: 3 clusters Score -485818.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -485849.968750 Penalty: 2506.322754
	Iteration 16Q: 3 clusters Score -485850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -485879.625000 Penalty: 2506.322754
	Iteration 17Q: 3 clusters Score -485879.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -485903.968750 Penalty: 2506.322754
	Iteration 18Q: 3 clusters Score -485904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -485913.718750 Penalty: 2506.322754
	Iteration 19Q: 3 clusters Score -485913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -485920.281250 Penalty: 2506.322754
	Iteration 20F: 3 clusters Score -485920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -485925.156250 Penalty: 2506.322754
	Iteration 21Q: 3 clusters Score -485925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -485928.656250 Penalty: 2506.322754
	Iteration 22Q: 3 clusters Score -485928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -485931.531250 Penalty: 2506.322754
	Iteration 23Q: 3 clusters Score -485931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -485936.093750 Penalty: 2506.322754
	Iteration 24Q: 3 clusters Score -485936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -485939.187500 Penalty: 2506.322754
	Iteration 25Q: 3 clusters Score -485939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -485941.312500 Penalty: 2506.322754
	Iteration 26Q: 3 clusters Score -485941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -485943.062500 Penalty: 2506.322754
	Iteration 27Q: 3 clusters Score -485943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -485944.406250 Penalty: 2506.322754
	Iteration 28Q: 3 clusters Score -485944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -485945.218750 Penalty: 2506.322754
	Iteration 29Q: 3 clusters Score -485945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -485946.093750 Penalty: 2506.322754
	Iteration 30Q: 3 clusters Score -485946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -485946.093750 Penalty: 2506.322754
	Iteration 31F: 3 clusters Score -485946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 69926 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Entering Unmasked Estep 
Score: -111022352.000000 Penalty: 98702.937500
Splitting cluster 2 changes total score from -111022336.000000 to -111022352.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 3 (20367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Entering Unmasked Estep 
Score: -2302765.750000 Penalty: 1476.344604
	Iteration 0F: 2 clusters Score -2302766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2289485.000000 Penalty: 2952.689209
	Iteration 0F: 3 clusters Score -2289485 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2294327.750000 Penalty: 2952.689209
	Iteration 1F: 3 clusters Score -2294328 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2294869.000000 Penalty: 2952.689209
	Iteration 2F: 3 clusters Score -2294869 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2295353.250000 Penalty: 2952.689209
	Iteration 3F: 3 clusters Score -2295353 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2295867.000000 Penalty: 2952.689209
	Iteration 4F: 3 clusters Score -2295867 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2296463.500000 Penalty: 2952.689209
	Iteration 5F: 3 clusters Score -2296464 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2297168.500000 Penalty: 2952.689209
	Iteration 6F: 3 clusters Score -2297168 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2297969.000000 Penalty: 2952.689209
	Iteration 7F: 3 clusters Score -2297969 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2298734.750000 Penalty: 2952.689209
	Iteration 8F: 3 clusters Score -2298735 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2299456.750000 Penalty: 2952.689209
	Iteration 9Q: 3 clusters Score -2299457 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2300058.500000 Penalty: 2952.689209
	Iteration 10Q: 3 clusters Score -2300058 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2300495.500000 Penalty: 2952.689209
	Iteration 11Q: 3 clusters Score -2300496 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2300791.500000 Penalty: 2952.689209
	Iteration 12Q: 3 clusters Score -2300792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2300993.750000 Penalty: 2952.689209
	Iteration 13Q: 3 clusters Score -2300994 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2301123.500000 Penalty: 2952.689209
	Iteration 14Q: 3 clusters Score -2301124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2301241.000000 Penalty: 2952.689209
	Iteration 15Q: 3 clusters Score -2301241 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2301325.250000 Penalty: 2952.689209
	Iteration 16Q: 3 clusters Score -2301325 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2301381.500000 Penalty: 2952.689209
	Iteration 17Q: 3 clusters Score -2301382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2301422.750000 Penalty: 2952.689209
	Iteration 18Q: 3 clusters Score -2301423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2301458.000000 Penalty: 2952.689209
	Iteration 19Q: 3 clusters Score -2301458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2301487.000000 Penalty: 2952.689209
	Iteration 20F: 3 clusters Score -2301487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2301514.750000 Penalty: 2952.689209
	Iteration 21Q: 3 clusters Score -2301515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2301530.000000 Penalty: 2952.689209
	Iteration 22Q: 3 clusters Score -2301530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2301555.750000 Penalty: 2952.689209
	Iteration 23Q: 3 clusters Score -2301556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2301571.000000 Penalty: 2952.689209
	Iteration 24Q: 3 clusters Score -2301571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2301583.000000 Penalty: 2952.689209
	Iteration 25Q: 3 clusters Score -2301583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2301591.000000 Penalty: 2952.689209
	Iteration 26Q: 3 clusters Score -2301591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2301591.500000 Penalty: 2952.689209
	Iteration 27Q: 3 clusters Score -2301592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2301596.000000 Penalty: 2952.689209
	Iteration 28Q: 3 clusters Score -2301596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2301593.750000 Penalty: 2952.689209
	Iteration 29Q: 3 clusters Score -2301594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2301597.000000 Penalty: 2952.689209
	Iteration 30Q: 3 clusters Score -2301597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2301606.500000 Penalty: 2952.689209
	Iteration 31Q: 3 clusters Score -2301606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2301607.750000 Penalty: 2952.689209
	Iteration 32Q: 3 clusters Score -2301608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2301611.250000 Penalty: 2952.689209
	Iteration 33Q: 3 clusters Score -2301611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2301615.250000 Penalty: 2952.689209
	Iteration 34Q: 3 clusters Score -2301615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2301619.500000 Penalty: 2952.689209
	Iteration 35Q: 3 clusters Score -2301620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2301621.250000 Penalty: 2952.689209
	Iteration 36Q: 3 clusters Score -2301621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2301623.500000 Penalty: 2952.689209
	Iteration 37Q: 3 clusters Score -2301624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2301626.000000 Penalty: 2952.689209
	Iteration 38Q: 3 clusters Score -2301626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2301626.000000 Penalty: 2952.689209
	Iteration 39F: 3 clusters Score -2301626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -665137.250000 Penalty: 1298.379761
	Iteration 0F: 2 clusters Score -665137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -660755.125000 Penalty: 2596.759521
	Iteration 0F: 3 clusters Score -660755.1 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -662118.312500 Penalty: 2596.759521
	Iteration 1F: 3 clusters Score -662118.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -662375.812500 Penalty: 2596.759521
	Iteration 2F: 3 clusters Score -662375.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -662559.937500 Penalty: 2596.759521
	Iteration 3F: 3 clusters Score -662559.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -662679.437500 Penalty: 2596.759521
	Iteration 4Q: 3 clusters Score -662679.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -662788.312500 Penalty: 2596.759521
	Iteration 5Q: 3 clusters Score -662788.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -662891.125000 Penalty: 2596.759521
	Iteration 6Q: 3 clusters Score -662891.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -663000.125000 Penalty: 2596.759521
	Iteration 7Q: 3 clusters Score -663000.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -663119.125000 Penalty: 2596.759521
	Iteration 8Q: 3 clusters Score -663119.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -663247.500000 Penalty: 2596.759521
	Iteration 9Q: 3 clusters Score -663247.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -663380.437500 Penalty: 2596.759521
	Iteration 10Q: 3 clusters Score -663380.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -663557.062500 Penalty: 2596.759521
	Iteration 11Q: 3 clusters Score -663557.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -663742.562500 Penalty: 2596.759521
	Iteration 12Q: 3 clusters Score -663742.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -663923.562500 Penalty: 2596.759521
	Iteration 13Q: 3 clusters Score -663923.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -664058.875000 Penalty: 2596.759521
	Iteration 14Q: 3 clusters Score -664058.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -664156.750000 Penalty: 2596.759521
	Iteration 15Q: 3 clusters Score -664156.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -664220.375000 Penalty: 2596.759521
	Iteration 16Q: 3 clusters Score -664220.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -664252.812500 Penalty: 2596.759521
	Iteration 17Q: 3 clusters Score -664252.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -664272.000000 Penalty: 2596.759521
	Iteration 18Q: 3 clusters Score -664272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -664286.500000 Penalty: 2596.759521
	Iteration 19Q: 3 clusters Score -664286.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -664300.062500 Penalty: 2596.759521
	Iteration 20F: 3 clusters Score -664300.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -664307.812500 Penalty: 2596.759521
	Iteration 21Q: 3 clusters Score -664307.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -664315.812500 Penalty: 2596.759521
	Iteration 22Q: 3 clusters Score -664315.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -664320.687500 Penalty: 2596.759521
	Iteration 23Q: 3 clusters Score -664320.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -664326.812500 Penalty: 2596.759521
	Iteration 24Q: 3 clusters Score -664326.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -664330.687500 Penalty: 2596.759521
	Iteration 25Q: 3 clusters Score -664330.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -664333.125000 Penalty: 2596.759521
	Iteration 26Q: 3 clusters Score -664333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -664335.062500 Penalty: 2596.759521
	Iteration 27Q: 3 clusters Score -664335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -664338.125000 Penalty: 2596.759521
	Iteration 28Q: 3 clusters Score -664338.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -664342.000000 Penalty: 2596.759521
	Iteration 29Q: 3 clusters Score -664342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -664344.875000 Penalty: 2596.759521
	Iteration 30Q: 3 clusters Score -664344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -664346.750000 Penalty: 2596.759521
	Iteration 31Q: 3 clusters Score -664346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -664348.812500 Penalty: 2596.759521
	Iteration 32Q: 3 clusters Score -664348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -664349.937500 Penalty: 2596.759521
	Iteration 33Q: 3 clusters Score -664349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -664351.312500 Penalty: 2596.759521
	Iteration 34Q: 3 clusters Score -664351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -664351.437500 Penalty: 2596.759521
	Iteration 35Q: 3 clusters Score -664351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -664350.625000 Penalty: 2596.759521
	Iteration 36Q: 3 clusters Score -664350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -664353.750000 Penalty: 2596.759521
	Iteration 37Q: 3 clusters Score -664353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -664353.187500 Penalty: 2596.759521
	Iteration 38Q: 3 clusters Score -664353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -664353.250000 Penalty: 2596.759521
	Iteration 39Q: 3 clusters Score -664353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -664353.250000 Penalty: 2596.759521
	Iteration 40F: 3 clusters Score -664353.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Entering Unmasked Estep 
Score: -2412124.750000 Penalty: 1490.442505
	Iteration 0F: 2 clusters Score -2412125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2397360.500000 Penalty: 2980.885010
	Iteration 0F: 3 clusters Score -2397360 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2402749.250000 Penalty: 2980.885010
	Iteration 1F: 3 clusters Score -2402749 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2403178.750000 Penalty: 2980.885010
	Iteration 2F: 3 clusters Score -2403179 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2403541.750000 Penalty: 2980.885010
	Iteration 3Q: 3 clusters Score -2403542 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2403863.250000 Penalty: 2980.885010
	Iteration 4Q: 3 clusters Score -2403863 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2404138.250000 Penalty: 2980.885010
	Iteration 5Q: 3 clusters Score -2404138 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2404377.750000 Penalty: 2980.885010
	Iteration 6Q: 3 clusters Score -2404378 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2404614.000000 Penalty: 2980.885010
	Iteration 7Q: 3 clusters Score -2404614 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2404857.500000 Penalty: 2980.885010
	Iteration 8Q: 3 clusters Score -2404858 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2405117.500000 Penalty: 2980.885010
	Iteration 9Q: 3 clusters Score -2405118 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2405370.000000 Penalty: 2980.885010
	Iteration 10Q: 3 clusters Score -2405370 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2405713.750000 Penalty: 2980.885010
	Iteration 11Q: 3 clusters Score -2405714 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2406139.000000 Penalty: 2980.885010
	Iteration 12Q: 3 clusters Score -2406139 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2406654.250000 Penalty: 2980.885010
	Iteration 13Q: 3 clusters Score -2406654 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2407256.000000 Penalty: 2980.885010
	Iteration 14Q: 3 clusters Score -2407256 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2407993.000000 Penalty: 2980.885010
	Iteration 15Q: 3 clusters Score -2407993 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2408802.000000 Penalty: 2980.885010
	Iteration 16Q: 3 clusters Score -2408802 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2409568.250000 Penalty: 2980.885010
	Iteration 17Q: 3 clusters Score -2409568 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2410139.750000 Penalty: 2980.885010
	Iteration 18Q: 3 clusters Score -2410140 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2410510.750000 Penalty: 2980.885010
	Iteration 19Q: 3 clusters Score -2410511 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2410743.500000 Penalty: 2980.885010
	Iteration 20F: 3 clusters Score -2410744 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2410880.250000 Penalty: 2980.885010
	Iteration 21Q: 3 clusters Score -2410880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2410967.000000 Penalty: 2980.885010
	Iteration 22Q: 3 clusters Score -2410967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2411032.750000 Penalty: 2980.885010
	Iteration 23Q: 3 clusters Score -2411033 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2411076.500000 Penalty: 2980.885010
	Iteration 24Q: 3 clusters Score -2411076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2411102.250000 Penalty: 2980.885010
	Iteration 25Q: 3 clusters Score -2411102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2411125.500000 Penalty: 2980.885010
	Iteration 26Q: 3 clusters Score -2411126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2411152.500000 Penalty: 2980.885010
	Iteration 27Q: 3 clusters Score -2411152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2411191.000000 Penalty: 2980.885010
	Iteration 28Q: 3 clusters Score -2411191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2411207.250000 Penalty: 2980.885010
	Iteration 29Q: 3 clusters Score -2411207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2411216.000000 Penalty: 2980.885010
	Iteration 30Q: 3 clusters Score -2411216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2411223.750000 Penalty: 2980.885010
	Iteration 31Q: 3 clusters Score -2411224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2411227.750000 Penalty: 2980.885010
	Iteration 32Q: 3 clusters Score -2411228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2411236.750000 Penalty: 2980.885010
	Iteration 33Q: 3 clusters Score -2411237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2411245.500000 Penalty: 2980.885010
	Iteration 34Q: 3 clusters Score -2411246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2411250.250000 Penalty: 2980.885010
	Iteration 35Q: 3 clusters Score -2411250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2411248.000000 Penalty: 2980.885010
	Iteration 36Q: 3 clusters Score -2411248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2411251.250000 Penalty: 2980.885010
	Iteration 37Q: 3 clusters Score -2411251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2411252.000000 Penalty: 2980.885010
	Iteration 38F: 3 clusters Score -2411252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2411253.750000 Penalty: 2980.885010
	Iteration 39Q: 3 clusters Score -2411254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2411253.500000 Penalty: 2980.885010
	Iteration 40F: 3 clusters Score -2411254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2411256.000000 Penalty: 2980.885010
	Iteration 41Q: 3 clusters Score -2411256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2411256.000000 Penalty: 2980.885010
	Iteration 42F: 3 clusters Score -2411256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Entering Unmasked Estep 
Score: -7882356.000000 Penalty: 1658.029907
	Iteration 0F: 2 clusters Score -7882356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -7837277.000000 Penalty: 3316.059814
	Iteration 0F: 3 clusters Score -7837277 nChanged 32373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -7855959.500000 Penalty: 3316.059814
	Iteration 1F: 3 clusters Score -7855960 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7857011.500000 Penalty: 3316.059814
	Iteration 2Q: 3 clusters Score -7857012 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -7858553.500000 Penalty: 3316.059814
	Iteration 3Q: 3 clusters Score -7858554 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -7861040.000000 Penalty: 3316.059814
	Iteration 4F: 3 clusters Score -7861040 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -7864848.000000 Penalty: 3316.059814
	Iteration 5F: 3 clusters Score -7864848 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -7870024.500000 Penalty: 3316.059814
	Iteration 6F: 3 clusters Score -7870024 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -7875035.500000 Penalty: 3316.059814
	Iteration 7F: 3 clusters Score -7875036 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7878354.500000 Penalty: 3316.059814
	Iteration 8Q: 3 clusters Score -7878354 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7880016.000000 Penalty: 3316.059814
	Iteration 9Q: 3 clusters Score -7880016 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7880622.000000 Penalty: 3316.059814
	Iteration 10Q: 3 clusters Score -7880622 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7880832.000000 Penalty: 3316.059814
	Iteration 11Q: 3 clusters Score -7880832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7880926.500000 Penalty: 3316.059814
	Iteration 12Q: 3 clusters Score -7880926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7880973.000000 Penalty: 3316.059814
	Iteration 13Q: 3 clusters Score -7880973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7881006.500000 Penalty: 3316.059814
	Iteration 14Q: 3 clusters Score -7881006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7881028.500000 Penalty: 3316.059814
	Iteration 15Q: 3 clusters Score -7881028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7881039.000000 Penalty: 3316.059814
	Iteration 16Q: 3 clusters Score -7881039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7881042.000000 Penalty: 3316.059814
	Iteration 17Q: 3 clusters Score -7881042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7881055.000000 Penalty: 3316.059814
	Iteration 18Q: 3 clusters Score -7881055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7881055.000000 Penalty: 3316.059814
	Iteration 19Q: 3 clusters Score -7881055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7881063.500000 Penalty: 3316.059814
	Iteration 20F: 3 clusters Score -7881064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Entering Unmasked Estep 
Score: -2396142.500000 Penalty: 1484.987305
	Iteration 0F: 2 clusters Score -2396142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2381971.500000 Penalty: 2969.974609
	Iteration 0F: 3 clusters Score -2381972 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2387284.750000 Penalty: 2969.974609
	Iteration 1F: 3 clusters Score -2387285 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2387728.000000 Penalty: 2969.974609
	Iteration 2F: 3 clusters Score -2387728 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2388137.500000 Penalty: 2969.974609
	Iteration 3Q: 3 clusters Score -2388138 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2388543.500000 Penalty: 2969.974609
	Iteration 4Q: 3 clusters Score -2388544 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2389008.000000 Penalty: 2969.974609
	Iteration 5Q: 3 clusters Score -2389008 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2389577.750000 Penalty: 2969.974609
	Iteration 6Q: 3 clusters Score -2389578 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2390271.750000 Penalty: 2969.974609
	Iteration 7F: 3 clusters Score -2390272 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2390976.500000 Penalty: 2969.974609
	Iteration 8F: 3 clusters Score -2390976 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2391675.750000 Penalty: 2969.974609
	Iteration 9F: 3 clusters Score -2391676 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2392309.000000 Penalty: 2969.974609
	Iteration 10Q: 3 clusters Score -2392309 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2392783.500000 Penalty: 2969.974609
	Iteration 11Q: 3 clusters Score -2392784 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2393111.750000 Penalty: 2969.974609
	Iteration 12Q: 3 clusters Score -2393112 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2393322.750000 Penalty: 2969.974609
	Iteration 13Q: 3 clusters Score -2393323 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2393511.000000 Penalty: 2969.974609
	Iteration 14Q: 3 clusters Score -2393511 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2393662.000000 Penalty: 2969.974609
	Iteration 15Q: 3 clusters Score -2393662 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2393826.250000 Penalty: 2969.974609
	Iteration 16Q: 3 clusters Score -2393826 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2393976.750000 Penalty: 2969.974609
	Iteration 17Q: 3 clusters Score -2393977 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2394099.250000 Penalty: 2969.974609
	Iteration 18Q: 3 clusters Score -2394099 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2394226.750000 Penalty: 2969.974609
	Iteration 19Q: 3 clusters Score -2394227 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2394347.500000 Penalty: 2969.974609
	Iteration 20F: 3 clusters Score -2394348 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2394466.500000 Penalty: 2969.974609
	Iteration 21Q: 3 clusters Score -2394466 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2394540.750000 Penalty: 2969.974609
	Iteration 22Q: 3 clusters Score -2394541 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2394632.500000 Penalty: 2969.974609
	Iteration 23Q: 3 clusters Score -2394632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2394697.250000 Penalty: 2969.974609
	Iteration 24Q: 3 clusters Score -2394697 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2394743.000000 Penalty: 2969.974609
	Iteration 25Q: 3 clusters Score -2394743 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2394793.000000 Penalty: 2969.974609
	Iteration 26Q: 3 clusters Score -2394793 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2394845.250000 Penalty: 2969.974609
	Iteration 27Q: 3 clusters Score -2394845 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2394883.750000 Penalty: 2969.974609
	Iteration 28Q: 3 clusters Score -2394884 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2394911.500000 Penalty: 2969.974609
	Iteration 29Q: 3 clusters Score -2394912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2394934.750000 Penalty: 2969.974609
	Iteration 30Q: 3 clusters Score -2394935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2394962.250000 Penalty: 2969.974609
	Iteration 31Q: 3 clusters Score -2394962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2394983.500000 Penalty: 2969.974609
	Iteration 32Q: 3 clusters Score -2394984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2394998.000000 Penalty: 2969.974609
	Iteration 33Q: 3 clusters Score -2394998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2395034.250000 Penalty: 2969.974609
	Iteration 34Q: 3 clusters Score -2395034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2395056.250000 Penalty: 2969.974609
	Iteration 35Q: 3 clusters Score -2395056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2395086.750000 Penalty: 2969.974609
	Iteration 36Q: 3 clusters Score -2395087 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2395118.000000 Penalty: 2969.974609
	Iteration 37Q: 3 clusters Score -2395118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2395150.750000 Penalty: 2969.974609
	Iteration 38Q: 3 clusters Score -2395151 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2395196.250000 Penalty: 2969.974609
	Iteration 39Q: 3 clusters Score -2395196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2395206.000000 Penalty: 2969.974609
	Iteration 40F: 3 clusters Score -2395206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2395226.000000 Penalty: 2969.974609
	Iteration 41Q: 3 clusters Score -2395226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2395235.000000 Penalty: 2969.974609
	Iteration 42Q: 3 clusters Score -2395235 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2395254.750000 Penalty: 2969.974609
	Iteration 43Q: 3 clusters Score -2395255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2395272.750000 Penalty: 2969.974609
	Iteration 44Q: 3 clusters Score -2395273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2395305.250000 Penalty: 2969.974609
	Iteration 45Q: 3 clusters Score -2395305 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2395339.000000 Penalty: 2969.974609
	Iteration 46Q: 3 clusters Score -2395339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2395367.250000 Penalty: 2969.974609
	Iteration 47Q: 3 clusters Score -2395367 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2395406.500000 Penalty: 2969.974609
	Iteration 48Q: 3 clusters Score -2395406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2395449.500000 Penalty: 2969.974609
	Iteration 49Q: 3 clusters Score -2395450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2395490.250000 Penalty: 2969.974609
	Iteration 50Q: 3 clusters Score -2395490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2395557.500000 Penalty: 2969.974609
	Iteration 51Q: 3 clusters Score -2395558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2395622.250000 Penalty: 2969.974609
	Iteration 52Q: 3 clusters Score -2395622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2395696.000000 Penalty: 2969.974609
	Iteration 53Q: 3 clusters Score -2395696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2395763.500000 Penalty: 2969.974609
	Iteration 54Q: 3 clusters Score -2395764 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2395851.000000 Penalty: 2969.974609
	Iteration 55Q: 3 clusters Score -2395851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2395922.750000 Penalty: 2969.974609
	Iteration 56Q: 3 clusters Score -2395923 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2395980.500000 Penalty: 2969.974609
	Iteration 57Q: 3 clusters Score -2395980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2396020.000000 Penalty: 2969.974609
	Iteration 58Q: 3 clusters Score -2396020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2396040.250000 Penalty: 2969.974609
	Iteration 59Q: 3 clusters Score -2396040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2396052.500000 Penalty: 2969.974609
	Iteration 60F: 3 clusters Score -2396052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2396074.000000 Penalty: 2969.974609
	Iteration 61Q: 3 clusters Score -2396074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2396089.000000 Penalty: 2969.974609
	Iteration 62Q: 3 clusters Score -2396089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2396096.000000 Penalty: 2969.974609
	Iteration 63Q: 3 clusters Score -2396096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2396110.500000 Penalty: 2969.974609
	Iteration 64Q: 3 clusters Score -2396110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2396119.000000 Penalty: 2969.974609
	Iteration 65Q: 3 clusters Score -2396119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2396134.000000 Penalty: 2969.974609
	Iteration 66Q: 3 clusters Score -2396134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2396138.500000 Penalty: 2969.974609
	Iteration 67Q: 3 clusters Score -2396138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2396138.250000 Penalty: 2969.974609
	Iteration 68Q: 3 clusters Score -2396138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2396155.750000 Penalty: 2969.974609
	Iteration 69Q: 3 clusters Score -2396156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2396154.250000 Penalty: 2969.974609
	Iteration 70Q: 3 clusters Score -2396154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2396164.250000 Penalty: 2969.974609
	Iteration 71Q: 3 clusters Score -2396164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2396162.750000 Penalty: 2969.974609
	Iteration 72Q: 3 clusters Score -2396163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2396171.500000 Penalty: 2969.974609
	Iteration 73Q: 3 clusters Score -2396172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2396176.000000 Penalty: 2969.974609
	Iteration 74Q: 3 clusters Score -2396176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2396180.000000 Penalty: 2969.974609
	Iteration 75Q: 3 clusters Score -2396180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2396185.250000 Penalty: 2969.974609
	Iteration 76Q: 3 clusters Score -2396185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2396199.500000 Penalty: 2969.974609
	Iteration 77Q: 3 clusters Score -2396200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2396207.250000 Penalty: 2969.974609
	Iteration 78Q: 3 clusters Score -2396207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2396207.250000 Penalty: 2969.974609
	Iteration 79Q: 3 clusters Score -2396207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2396212.250000 Penalty: 2969.974609
	Iteration 80F: 3 clusters Score -2396212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2396219.000000 Penalty: 2969.974609
	Iteration 81Q: 3 clusters Score -2396219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2396222.000000 Penalty: 2969.974609
	Iteration 82Q: 3 clusters Score -2396222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2396225.250000 Penalty: 2969.974609
	Iteration 83Q: 3 clusters Score -2396225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2396231.750000 Penalty: 2969.974609
	Iteration 84Q: 3 clusters Score -2396232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2396232.000000 Penalty: 2969.974609
	Iteration 85Q: 3 clusters Score -2396232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2396223.750000 Penalty: 2969.974609
	Iteration 86Q: 3 clusters Score -2396224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2396228.500000 Penalty: 2969.974609
	Iteration 87Q: 3 clusters Score -2396228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2396233.750000 Penalty: 2969.974609
	Iteration 88Q: 3 clusters Score -2396234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2396232.500000 Penalty: 2969.974609
	Iteration 89Q: 3 clusters Score -2396232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2396228.000000 Penalty: 2969.974609
	Iteration 90Q: 3 clusters Score -2396228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2396236.250000 Penalty: 2969.974609
	Iteration 91Q: 3 clusters Score -2396236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2396239.250000 Penalty: 2969.974609
	Iteration 92Q: 3 clusters Score -2396239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2396245.250000 Penalty: 2969.974609
	Iteration 93Q: 3 clusters Score -2396245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2396240.500000 Penalty: 2969.974609
	Iteration 94Q: 3 clusters Score -2396240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2396243.250000 Penalty: 2969.974609
	Iteration 95Q: 3 clusters Score -2396243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2396242.250000 Penalty: 2969.974609
	Iteration 96Q: 3 clusters Score -2396242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2396244.750000 Penalty: 2969.974609
	Iteration 97Q: 3 clusters Score -2396245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2396242.500000 Penalty: 2969.974609
	Iteration 98Q: 3 clusters Score -2396242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2396242.500000 Penalty: 2969.974609
	Iteration 99F: 3 clusters Score -2396242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 18293 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 69926 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 3292 members 
Entering Unmasked Estep 
Score: -111021504.000000 Penalty: 100759.242188
Splitting cluster 7 changes total score from -111022336.000000 to -111021504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -861691.687500 Penalty: 1336.493042
	Iteration 0F: 2 clusters Score -861691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -856253.250000 Penalty: 2672.986084
	Iteration 0F: 3 clusters Score -856253.2 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -857986.875000 Penalty: 2672.986084
	Iteration 1F: 3 clusters Score -857986.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -858262.062500 Penalty: 2672.986084
	Iteration 2F: 3 clusters Score -858262.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -858443.062500 Penalty: 2672.986084
	Iteration 3F: 3 clusters Score -858443.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -858581.375000 Penalty: 2672.986084
	Iteration 4Q: 3 clusters Score -858581.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -858676.937500 Penalty: 2672.986084
	Iteration 5Q: 3 clusters Score -858676.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -858750.000000 Penalty: 2672.986084
	Iteration 6Q: 3 clusters Score -858750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -858825.437500 Penalty: 2672.986084
	Iteration 7Q: 3 clusters Score -858825.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -858896.562500 Penalty: 2672.986084
	Iteration 8Q: 3 clusters Score -858896.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -858967.062500 Penalty: 2672.986084
	Iteration 9Q: 3 clusters Score -858967.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -859035.500000 Penalty: 2672.986084
	Iteration 10Q: 3 clusters Score -859035.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -859113.375000 Penalty: 2672.986084
	Iteration 11Q: 3 clusters Score -859113.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -859201.937500 Penalty: 2672.986084
	Iteration 12Q: 3 clusters Score -859201.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -859295.500000 Penalty: 2672.986084
	Iteration 13Q: 3 clusters Score -859295.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -859388.625000 Penalty: 2672.986084
	Iteration 14Q: 3 clusters Score -859388.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -859523.250000 Penalty: 2672.986084
	Iteration 15Q: 3 clusters Score -859523.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -859663.250000 Penalty: 2672.986084
	Iteration 16Q: 3 clusters Score -859663.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -859793.000000 Penalty: 2672.986084
	Iteration 17Q: 3 clusters Score -859793 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -859934.562500 Penalty: 2672.986084
	Iteration 18Q: 3 clusters Score -859934.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -860051.875000 Penalty: 2672.986084
	Iteration 19Q: 3 clusters Score -860051.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -860158.500000 Penalty: 2672.986084
	Iteration 20F: 3 clusters Score -860158.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -860254.812500 Penalty: 2672.986084
	Iteration 21Q: 3 clusters Score -860254.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -860341.250000 Penalty: 2672.986084
	Iteration 22Q: 3 clusters Score -860341.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -860422.437500 Penalty: 2672.986084
	Iteration 23Q: 3 clusters Score -860422.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -860479.000000 Penalty: 2672.986084
	Iteration 24Q: 3 clusters Score -860479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -860519.875000 Penalty: 2672.986084
	Iteration 25Q: 3 clusters Score -860519.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -860550.625000 Penalty: 2672.986084
	Iteration 26Q: 3 clusters Score -860550.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -860585.937500 Penalty: 2672.986084
	Iteration 27Q: 3 clusters Score -860585.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -860611.687500 Penalty: 2672.986084
	Iteration 28Q: 3 clusters Score -860611.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -860627.750000 Penalty: 2672.986084
	Iteration 29Q: 3 clusters Score -860627.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -860650.000000 Penalty: 2672.986084
	Iteration 30Q: 3 clusters Score -860650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -860664.312500 Penalty: 2672.986084
	Iteration 31Q: 3 clusters Score -860664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -860670.250000 Penalty: 2672.986084
	Iteration 32Q: 3 clusters Score -860670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -860678.187500 Penalty: 2672.986084
	Iteration 33Q: 3 clusters Score -860678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -860681.687500 Penalty: 2672.986084
	Iteration 34Q: 3 clusters Score -860681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -860684.875000 Penalty: 2672.986084
	Iteration 35Q: 3 clusters Score -860684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -860691.312500 Penalty: 2672.986084
	Iteration 36Q: 3 clusters Score -860691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -860694.937500 Penalty: 2672.986084
	Iteration 37Q: 3 clusters Score -860694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -860698.937500 Penalty: 2672.986084
	Iteration 38Q: 3 clusters Score -860698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -860704.687500 Penalty: 2672.986084
	Iteration 39Q: 3 clusters Score -860704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -860707.750000 Penalty: 2672.986084
	Iteration 40F: 3 clusters Score -860707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -860718.312500 Penalty: 2672.986084
	Iteration 41Q: 3 clusters Score -860718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -860723.250000 Penalty: 2672.986084
	Iteration 42Q: 3 clusters Score -860723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -860725.687500 Penalty: 2672.986084
	Iteration 43Q: 3 clusters Score -860725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -860729.500000 Penalty: 2672.986084
	Iteration 44Q: 3 clusters Score -860729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -860730.312500 Penalty: 2672.986084
	Iteration 45Q: 3 clusters Score -860730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -860730.187500 Penalty: 2672.986084
	Iteration 46Q: 3 clusters Score -860730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -860731.187500 Penalty: 2672.986084
	Iteration 47Q: 3 clusters Score -860731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -860733.437500 Penalty: 2672.986084
	Iteration 48Q: 3 clusters Score -860733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -860740.000000 Penalty: 2672.986084
	Iteration 49Q: 3 clusters Score -860740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -860741.062500 Penalty: 2672.986084
	Iteration 50Q: 3 clusters Score -860741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -860743.500000 Penalty: 2672.986084
	Iteration 51Q: 3 clusters Score -860743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -860751.687500 Penalty: 2672.986084
	Iteration 52Q: 3 clusters Score -860751.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -860759.437500 Penalty: 2672.986084
	Iteration 53Q: 3 clusters Score -860759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -860761.312500 Penalty: 2672.986084
	Iteration 54Q: 3 clusters Score -860761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -860761.187500 Penalty: 2672.986084
	Iteration 55Q: 3 clusters Score -860761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -860761.187500 Penalty: 2672.986084
	Iteration 56F: 3 clusters Score -860761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -32458.853516 Penalty: 924.733704
	Iteration 0F: 2 clusters Score -32458.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31643.804688 Penalty: 1849.467407
	Iteration 0F: 3 clusters Score -31643.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31918.685547 Penalty: 1849.467407
	Iteration 1F: 3 clusters Score -31918.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31989.718750 Penalty: 1849.467407
	Iteration 2Q: 3 clusters Score -31989.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32019.808594 Penalty: 1849.467407
	Iteration 3Q: 3 clusters Score -32019.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32039.039062 Penalty: 1849.467407
	Iteration 4Q: 3 clusters Score -32039.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32046.992188 Penalty: 1849.467407
	Iteration 5Q: 3 clusters Score -32046.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32052.380859 Penalty: 1849.467407
	Iteration 6Q: 3 clusters Score -32052.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32064.859375 Penalty: 1849.467407
	Iteration 7Q: 3 clusters Score -32064.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32078.472656 Penalty: 1849.467407
	Iteration 8Q: 3 clusters Score -32078.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32080.445312 Penalty: 1849.467407
	Iteration 9Q: 3 clusters Score -32080.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32080.445312 Penalty: 1849.467407
	Iteration 10F: 3 clusters Score -32080.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Entering Unmasked Estep 
Score: -8044052.500000 Penalty: 1664.868896
	Iteration 0F: 2 clusters Score -8044052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -7997230.000000 Penalty: 3329.737793
	Iteration 0F: 3 clusters Score -7997230 nChanged 33937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -8016603.000000 Penalty: 3329.737793
	Iteration 1F: 3 clusters Score -8016603 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8017668.000000 Penalty: 3329.737793
	Iteration 2Q: 3 clusters Score -8017668 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -8019290.500000 Penalty: 3329.737793
	Iteration 3Q: 3 clusters Score -8019290 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8021403.500000 Penalty: 3329.737793
	Iteration 4F: 3 clusters Score -8021404 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8024452.000000 Penalty: 3329.737793
	Iteration 5F: 3 clusters Score -8024452 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8028100.500000 Penalty: 3329.737793
	Iteration 6F: 3 clusters Score -8028100 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -8031941.000000 Penalty: 3329.737793
	Iteration 7F: 3 clusters Score -8031941 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -8035153.000000 Penalty: 3329.737793
	Iteration 8F: 3 clusters Score -8035153 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -8037276.500000 Penalty: 3329.737793
	Iteration 9Q: 3 clusters Score -8037276 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -8038565.000000 Penalty: 3329.737793
	Iteration 10Q: 3 clusters Score -8038565 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -8039295.000000 Penalty: 3329.737793
	Iteration 11Q: 3 clusters Score -8039295 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -8039862.000000 Penalty: 3329.737793
	Iteration 12Q: 3 clusters Score -8039862 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -8040289.500000 Penalty: 3329.737793
	Iteration 13Q: 3 clusters Score -8040290 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -8040608.000000 Penalty: 3329.737793
	Iteration 14Q: 3 clusters Score -8040608 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -8040868.000000 Penalty: 3329.737793
	Iteration 15Q: 3 clusters Score -8040868 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -8041178.500000 Penalty: 3329.737793
	Iteration 16Q: 3 clusters Score -8041178 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -8041466.500000 Penalty: 3329.737793
	Iteration 17Q: 3 clusters Score -8041466 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8041719.500000 Penalty: 3329.737793
	Iteration 18Q: 3 clusters Score -8041720 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -8041966.000000 Penalty: 3329.737793
	Iteration 19Q: 3 clusters Score -8041966 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -8042218.500000 Penalty: 3329.737793
	Iteration 20F: 3 clusters Score -8042218 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -8042489.500000 Penalty: 3329.737793
	Iteration 21Q: 3 clusters Score -8042490 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -8042697.500000 Penalty: 3329.737793
	Iteration 22Q: 3 clusters Score -8042698 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8042869.500000 Penalty: 3329.737793
	Iteration 23Q: 3 clusters Score -8042870 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -8043007.000000 Penalty: 3329.737793
	Iteration 24Q: 3 clusters Score -8043007 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -8043141.000000 Penalty: 3329.737793
	Iteration 25Q: 3 clusters Score -8043141 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -8043280.500000 Penalty: 3329.737793
	Iteration 26Q: 3 clusters Score -8043280 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8043345.500000 Penalty: 3329.737793
	Iteration 27Q: 3 clusters Score -8043346 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -8043453.500000 Penalty: 3329.737793
	Iteration 28Q: 3 clusters Score -8043454 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -8043527.000000 Penalty: 3329.737793
	Iteration 29Q: 3 clusters Score -8043527 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -8043614.000000 Penalty: 3329.737793
	Iteration 30Q: 3 clusters Score -8043614 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -8043699.500000 Penalty: 3329.737793
	Iteration 31Q: 3 clusters Score -8043700 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -8043769.500000 Penalty: 3329.737793
	Iteration 32Q: 3 clusters Score -8043770 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -8043804.500000 Penalty: 3329.737793
	Iteration 33Q: 3 clusters Score -8043804 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -8043868.500000 Penalty: 3329.737793
	Iteration 34Q: 3 clusters Score -8043868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -8043921.000000 Penalty: 3329.737793
	Iteration 35Q: 3 clusters Score -8043921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -8043957.000000 Penalty: 3329.737793
	Iteration 36Q: 3 clusters Score -8043957 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -8043997.000000 Penalty: 3329.737793
	Iteration 37Q: 3 clusters Score -8043997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8044026.000000 Penalty: 3329.737793
	Iteration 38Q: 3 clusters Score -8044026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -8044048.000000 Penalty: 3329.737793
	Iteration 39Q: 3 clusters Score -8044048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -8044066.000000 Penalty: 3329.737793
	Iteration 40F: 3 clusters Score -8044066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -8044070.500000 Penalty: 3329.737793
	Iteration 41Q: 3 clusters Score -8044070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -8044073.500000 Penalty: 3329.737793
	Iteration 42Q: 3 clusters Score -8044074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -8044089.500000 Penalty: 3329.737793
	Iteration 43Q: 3 clusters Score -8044090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -8044093.500000 Penalty: 3329.737793
	Iteration 44Q: 3 clusters Score -8044094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -8044097.000000 Penalty: 3329.737793
	Iteration 45Q: 3 clusters Score -8044097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -8044096.000000 Penalty: 3329.737793
	Iteration 46Q: 3 clusters Score -8044096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -8044121.500000 Penalty: 3329.737793
	Iteration 47Q: 3 clusters Score -8044122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -8044123.500000 Penalty: 3329.737793
	Iteration 48Q: 3 clusters Score -8044124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -8044119.500000 Penalty: 3329.737793
	Iteration 49Q: 3 clusters Score -8044120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -8044128.000000 Penalty: 3329.737793
	Iteration 50Q: 3 clusters Score -8044128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -8044118.000000 Penalty: 3329.737793
	Iteration 51Q: 3 clusters Score -8044118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -8044118.000000 Penalty: 3329.737793
	Iteration 52Q: 3 clusters Score -8044118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -8044120.500000 Penalty: 3329.737793
	Iteration 53Q: 3 clusters Score -8044120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -8044112.000000 Penalty: 3329.737793
	Iteration 54Q: 3 clusters Score -8044112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -8044124.000000 Penalty: 3329.737793
	Iteration 55Q: 3 clusters Score -8044124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -8044133.500000 Penalty: 3329.737793
	Iteration 56Q: 3 clusters Score -8044134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -8044141.000000 Penalty: 3329.737793
	Iteration 57Q: 3 clusters Score -8044141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -8044145.000000 Penalty: 3329.737793
	Iteration 58Q: 3 clusters Score -8044145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -8044139.500000 Penalty: 3329.737793
	Iteration 59Q: 3 clusters Score -8044140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -8044145.000000 Penalty: 3329.737793
	Iteration 60F: 3 clusters Score -8044145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -8044149.500000 Penalty: 3329.737793
	Iteration 61Q: 3 clusters Score -8044150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -8044150.000000 Penalty: 3329.737793
	Iteration 62Q: 3 clusters Score -8044150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -8044152.500000 Penalty: 3329.737793
	Iteration 63Q: 3 clusters Score -8044152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -8044152.000000 Penalty: 3329.737793
	Iteration 64Q: 3 clusters Score -8044152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -8044150.500000 Penalty: 3329.737793
	Iteration 65Q: 3 clusters Score -8044150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -8044148.500000 Penalty: 3329.737793
	Iteration 66Q: 3 clusters Score -8044148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -8044144.000000 Penalty: 3329.737793
	Iteration 67Q: 3 clusters Score -8044144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -8044149.500000 Penalty: 3329.737793
	Iteration 68Q: 3 clusters Score -8044150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -8044152.000000 Penalty: 3329.737793
	Iteration 69Q: 3 clusters Score -8044152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -8044149.000000 Penalty: 3329.737793
	Iteration 70Q: 3 clusters Score -8044149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -8044149.000000 Penalty: 3329.737793
	Iteration 71F: 3 clusters Score -8044149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 69926 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 69275 members 
Entering Unmasked Estep 
Score: -111022120.000000 Penalty: 100759.242188
Splitting cluster 10 changes total score from -111022336.000000 to -111022120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (83115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Entering Unmasked Estep 
Score: -9677544.000000 Penalty: 1685.603516
	Iteration 0F: 2 clusters Score -9677544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -9623904.000000 Penalty: 3371.207031
	Iteration 0F: 3 clusters Score -9623904 nChanged 38905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -9646057.000000 Penalty: 3371.207031
	Iteration 1F: 3 clusters Score -9646057 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -9646971.000000 Penalty: 3371.207031
	Iteration 2Q: 3 clusters Score -9646971 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -9647954.000000 Penalty: 3371.207031
	Iteration 3Q: 3 clusters Score -9647954 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -9649351.000000 Penalty: 3371.207031
	Iteration 4Q: 3 clusters Score -9649351 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -9651613.000000 Penalty: 3371.207031
	Iteration 5F: 3 clusters Score -9651613 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -9655035.000000 Penalty: 3371.207031
	Iteration 6F: 3 clusters Score -9655035 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -9659826.000000 Penalty: 3371.207031
	Iteration 7F: 3 clusters Score -9659826 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -9665101.000000 Penalty: 3371.207031
	Iteration 8F: 3 clusters Score -9665101 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -9669595.000000 Penalty: 3371.207031
	Iteration 9F: 3 clusters Score -9669595 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -9672422.000000 Penalty: 3371.207031
	Iteration 10Q: 3 clusters Score -9672422 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -9674033.000000 Penalty: 3371.207031
	Iteration 11Q: 3 clusters Score -9674033 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -9675122.000000 Penalty: 3371.207031
	Iteration 12Q: 3 clusters Score -9675122 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -9675832.000000 Penalty: 3371.207031
	Iteration 13Q: 3 clusters Score -9675832 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -9676267.000000 Penalty: 3371.207031
	Iteration 14Q: 3 clusters Score -9676267 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -9676638.000000 Penalty: 3371.207031
	Iteration 15Q: 3 clusters Score -9676638 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -9676978.000000 Penalty: 3371.207031
	Iteration 16Q: 3 clusters Score -9676978 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -9677168.000000 Penalty: 3371.207031
	Iteration 17Q: 3 clusters Score -9677168 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9677271.000000 Penalty: 3371.207031
	Iteration 18Q: 3 clusters Score -9677271 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -9677380.000000 Penalty: 3371.207031
	Iteration 19Q: 3 clusters Score -9677380 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -9677447.000000 Penalty: 3371.207031
	Iteration 20F: 3 clusters Score -9677447 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -9677453.000000 Penalty: 3371.207031
	Iteration 21Q: 3 clusters Score -9677453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -9677484.000000 Penalty: 3371.207031
	Iteration 22Q: 3 clusters Score -9677484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -9677505.000000 Penalty: 3371.207031
	Iteration 23Q: 3 clusters Score -9677505 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -9677489.000000 Penalty: 3371.207031
	Iteration 24Q: 3 clusters Score -9677489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -9677520.000000 Penalty: 3371.207031
	Iteration 25Q: 3 clusters Score -9677520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -9677535.000000 Penalty: 3371.207031
	Iteration 26Q: 3 clusters Score -9677535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -9677514.000000 Penalty: 3371.207031
	Iteration 27Q: 3 clusters Score -9677514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -9677508.000000 Penalty: 3371.207031
	Iteration 28Q: 3 clusters Score -9677508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -9677520.000000 Penalty: 3371.207031
	Iteration 29Q: 3 clusters Score -9677520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -9677513.000000 Penalty: 3371.207031
	Iteration 30Q: 3 clusters Score -9677513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -9677529.000000 Penalty: 3371.207031
	Iteration 31Q: 3 clusters Score -9677529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -9677510.000000 Penalty: 3371.207031
	Iteration 32Q: 3 clusters Score -9677510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -9677535.000000 Penalty: 3371.207031
	Iteration 33Q: 3 clusters Score -9677535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9677527.000000 Penalty: 3371.207031
	Iteration 34Q: 3 clusters Score -9677527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -9677539.000000 Penalty: 3371.207031
	Iteration 35Q: 3 clusters Score -9677539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -9677543.000000 Penalty: 3371.207031
	Iteration 36Q: 3 clusters Score -9677543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -9677551.000000 Penalty: 3371.207031
	Iteration 37Q: 3 clusters Score -9677551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -9677547.000000 Penalty: 3371.207031
	Iteration 38Q: 3 clusters Score -9677547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -9677554.000000 Penalty: 3371.207031
	Iteration 39Q: 3 clusters Score -9677554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -9677551.000000 Penalty: 3371.207031
	Iteration 40F: 3 clusters Score -9677551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -9677553.000000 Penalty: 3371.207031
	Iteration 41Q: 3 clusters Score -9677553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -9677550.000000 Penalty: 3371.207031
	Iteration 42Q: 3 clusters Score -9677550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9677554.000000 Penalty: 3371.207031
	Iteration 43Q: 3 clusters Score -9677554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9677550.000000 Penalty: 3371.207031
	Iteration 44Q: 3 clusters Score -9677550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9677555.000000 Penalty: 3371.207031
	Iteration 45Q: 3 clusters Score -9677555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9677554.000000 Penalty: 3371.207031
	Iteration 46Q: 3 clusters Score -9677554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9677561.000000 Penalty: 3371.207031
	Iteration 47Q: 3 clusters Score -9677561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9677559.000000 Penalty: 3371.207031
	Iteration 48Q: 3 clusters Score -9677559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9677562.000000 Penalty: 3371.207031
	Iteration 49Q: 3 clusters Score -9677562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -9677557.000000 Penalty: 3371.207031
	Iteration 50Q: 3 clusters Score -9677557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9677564.000000 Penalty: 3371.207031
	Iteration 51Q: 3 clusters Score -9677564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9677564.000000 Penalty: 3371.207031
	Iteration 52F: 3 clusters Score -9677564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 74647 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 69926 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 8468 members 
Entering Unmasked Estep 
Score: -111021184.000000 Penalty: 100759.242188
Splitting cluster 11 changes total score from -111022336.000000 to -111021184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -683105.250000 Penalty: 1299.534790
	Iteration 0F: 2 clusters Score -683105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -678732.250000 Penalty: 2599.069580
	Iteration 0F: 3 clusters Score -678732.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -680053.000000 Penalty: 2599.069580
	Iteration 1F: 3 clusters Score -680053 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -680304.250000 Penalty: 2599.069580
	Iteration 2F: 3 clusters Score -680304.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -680456.000000 Penalty: 2599.069580
	Iteration 3F: 3 clusters Score -680456 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -680545.875000 Penalty: 2599.069580
	Iteration 4Q: 3 clusters Score -680545.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -680623.812500 Penalty: 2599.069580
	Iteration 5Q: 3 clusters Score -680623.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -680683.500000 Penalty: 2599.069580
	Iteration 6Q: 3 clusters Score -680683.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -680734.437500 Penalty: 2599.069580
	Iteration 7Q: 3 clusters Score -680734.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -680770.875000 Penalty: 2599.069580
	Iteration 8Q: 3 clusters Score -680770.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -680809.750000 Penalty: 2599.069580
	Iteration 9Q: 3 clusters Score -680809.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -680842.625000 Penalty: 2599.069580
	Iteration 10Q: 3 clusters Score -680842.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -680865.625000 Penalty: 2599.069580
	Iteration 11Q: 3 clusters Score -680865.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -680891.187500 Penalty: 2599.069580
	Iteration 12Q: 3 clusters Score -680891.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -680914.187500 Penalty: 2599.069580
	Iteration 13Q: 3 clusters Score -680914.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -680938.375000 Penalty: 2599.069580
	Iteration 14Q: 3 clusters Score -680938.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -680962.125000 Penalty: 2599.069580
	Iteration 15Q: 3 clusters Score -680962.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -680988.375000 Penalty: 2599.069580
	Iteration 16Q: 3 clusters Score -680988.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -681024.750000 Penalty: 2599.069580
	Iteration 17Q: 3 clusters Score -681024.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -681061.875000 Penalty: 2599.069580
	Iteration 18Q: 3 clusters Score -681061.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -681097.187500 Penalty: 2599.069580
	Iteration 19Q: 3 clusters Score -681097.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -681137.125000 Penalty: 2599.069580
	Iteration 20F: 3 clusters Score -681137.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -681190.500000 Penalty: 2599.069580
	Iteration 21Q: 3 clusters Score -681190.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -681262.937500 Penalty: 2599.069580
	Iteration 22Q: 3 clusters Score -681262.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -681337.562500 Penalty: 2599.069580
	Iteration 23Q: 3 clusters Score -681337.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -681417.687500 Penalty: 2599.069580
	Iteration 24Q: 3 clusters Score -681417.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -681504.625000 Penalty: 2599.069580
	Iteration 25Q: 3 clusters Score -681504.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -681587.562500 Penalty: 2599.069580
	Iteration 26Q: 3 clusters Score -681587.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -681655.562500 Penalty: 2599.069580
	Iteration 27Q: 3 clusters Score -681655.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -681723.312500 Penalty: 2599.069580
	Iteration 28Q: 3 clusters Score -681723.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -681786.875000 Penalty: 2599.069580
	Iteration 29Q: 3 clusters Score -681786.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -681824.750000 Penalty: 2599.069580
	Iteration 30Q: 3 clusters Score -681824.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -681848.937500 Penalty: 2599.069580
	Iteration 31Q: 3 clusters Score -681848.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -681869.625000 Penalty: 2599.069580
	Iteration 32Q: 3 clusters Score -681869.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -681885.875000 Penalty: 2599.069580
	Iteration 33Q: 3 clusters Score -681885.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -681897.500000 Penalty: 2599.069580
	Iteration 34Q: 3 clusters Score -681897.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -681905.687500 Penalty: 2599.069580
	Iteration 35Q: 3 clusters Score -681905.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -681915.437500 Penalty: 2599.069580
	Iteration 36Q: 3 clusters Score -681915.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -681924.875000 Penalty: 2599.069580
	Iteration 37Q: 3 clusters Score -681924.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -681933.062500 Penalty: 2599.069580
	Iteration 38Q: 3 clusters Score -681933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -681939.062500 Penalty: 2599.069580
	Iteration 39Q: 3 clusters Score -681939.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -681945.937500 Penalty: 2599.069580
	Iteration 40F: 3 clusters Score -681945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -681949.687500 Penalty: 2599.069580
	Iteration 41Q: 3 clusters Score -681949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -681953.937500 Penalty: 2599.069580
	Iteration 42Q: 3 clusters Score -681953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -681957.875000 Penalty: 2599.069580
	Iteration 43Q: 3 clusters Score -681957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -681960.812500 Penalty: 2599.069580
	Iteration 44Q: 3 clusters Score -681960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -681964.125000 Penalty: 2599.069580
	Iteration 45Q: 3 clusters Score -681964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -681969.562500 Penalty: 2599.069580
	Iteration 46Q: 3 clusters Score -681969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -681973.687500 Penalty: 2599.069580
	Iteration 47Q: 3 clusters Score -681973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -681975.437500 Penalty: 2599.069580
	Iteration 48Q: 3 clusters Score -681975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -681975.562500 Penalty: 2599.069580
	Iteration 49Q: 3 clusters Score -681975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -681977.000000 Penalty: 2599.069580
	Iteration 50Q: 3 clusters Score -681977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -681977.000000 Penalty: 2599.069580
	Iteration 51Q: 3 clusters Score -681977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -681978.250000 Penalty: 2599.069580
	Iteration 52Q: 3 clusters Score -681978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -681977.750000 Penalty: 2599.069580
	Iteration 53Q: 3 clusters Score -681977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -681978.812500 Penalty: 2599.069580
	Iteration 54Q: 3 clusters Score -681978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -681979.875000 Penalty: 2599.069580
	Iteration 55Q: 3 clusters Score -681979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -681983.500000 Penalty: 2599.069580
	Iteration 56Q: 3 clusters Score -681983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -681984.437500 Penalty: 2599.069580
	Iteration 57Q: 3 clusters Score -681984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -681986.875000 Penalty: 2599.069580
	Iteration 58Q: 3 clusters Score -681986.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -681990.312500 Penalty: 2599.069580
	Iteration 59Q: 3 clusters Score -681990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -681994.375000 Penalty: 2599.069580
	Iteration 60F: 3 clusters Score -681994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -681996.375000 Penalty: 2599.069580
	Iteration 61Q: 3 clusters Score -681996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -681996.125000 Penalty: 2599.069580
	Iteration 62Q: 3 clusters Score -681996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -681995.750000 Penalty: 2599.069580
	Iteration 63Q: 3 clusters Score -681995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -681997.000000 Penalty: 2599.069580
	Iteration 64Q: 3 clusters Score -681997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -681997.750000 Penalty: 2599.069580
	Iteration 65Q: 3 clusters Score -681997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -681998.937500 Penalty: 2599.069580
	Iteration 66Q: 3 clusters Score -681998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -681999.375000 Penalty: 2599.069580
	Iteration 67Q: 3 clusters Score -681999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -682000.625000 Penalty: 2599.069580
	Iteration 68Q: 3 clusters Score -682000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -682004.250000 Penalty: 2599.069580
	Iteration 69Q: 3 clusters Score -682004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -682007.437500 Penalty: 2599.069580
	Iteration 70Q: 3 clusters Score -682007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -682009.812500 Penalty: 2599.069580
	Iteration 71Q: 3 clusters Score -682009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -682012.625000 Penalty: 2599.069580
	Iteration 72Q: 3 clusters Score -682012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -682014.062500 Penalty: 2599.069580
	Iteration 73Q: 3 clusters Score -682014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -682017.125000 Penalty: 2599.069580
	Iteration 74Q: 3 clusters Score -682017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -682019.500000 Penalty: 2599.069580
	Iteration 75Q: 3 clusters Score -682019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -682021.375000 Penalty: 2599.069580
	Iteration 76Q: 3 clusters Score -682021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -682024.625000 Penalty: 2599.069580
	Iteration 77Q: 3 clusters Score -682024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -682025.937500 Penalty: 2599.069580
	Iteration 78Q: 3 clusters Score -682025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -682028.062500 Penalty: 2599.069580
	Iteration 79Q: 3 clusters Score -682028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -682030.250000 Penalty: 2599.069580
	Iteration 80F: 3 clusters Score -682030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -682030.000000 Penalty: 2599.069580
	Iteration 81Q: 3 clusters Score -682030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -682031.125000 Penalty: 2599.069580
	Iteration 82Q: 3 clusters Score -682031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -682032.000000 Penalty: 2599.069580
	Iteration 83Q: 3 clusters Score -682032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -682034.437500 Penalty: 2599.069580
	Iteration 84Q: 3 clusters Score -682034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -682034.875000 Penalty: 2599.069580
	Iteration 85Q: 3 clusters Score -682034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -682038.062500 Penalty: 2599.069580
	Iteration 86Q: 3 clusters Score -682038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -682041.625000 Penalty: 2599.069580
	Iteration 87Q: 3 clusters Score -682041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -682044.250000 Penalty: 2599.069580
	Iteration 88Q: 3 clusters Score -682044.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -682050.250000 Penalty: 2599.069580
	Iteration 89Q: 3 clusters Score -682050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -682052.187500 Penalty: 2599.069580
	Iteration 90Q: 3 clusters Score -682052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -682054.250000 Penalty: 2599.069580
	Iteration 91Q: 3 clusters Score -682054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -682055.187500 Penalty: 2599.069580
	Iteration 92Q: 3 clusters Score -682055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -682057.937500 Penalty: 2599.069580
	Iteration 93Q: 3 clusters Score -682057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -682059.187500 Penalty: 2599.069580
	Iteration 94Q: 3 clusters Score -682059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -682059.875000 Penalty: 2599.069580
	Iteration 95Q: 3 clusters Score -682059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -682062.562500 Penalty: 2599.069580
	Iteration 96Q: 3 clusters Score -682062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -682064.312500 Penalty: 2599.069580
	Iteration 97Q: 3 clusters Score -682064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -682065.750000 Penalty: 2599.069580
	Iteration 98Q: 3 clusters Score -682065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -682066.437500 Penalty: 2599.069580
	Iteration 99Q: 3 clusters Score -682066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -682069.187500 Penalty: 2599.069580
	Iteration 100F: 3 clusters Score -682069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Entering Unmasked Estep 
Score: -8169927.000000 Penalty: 1659.892700
	Iteration 0F: 2 clusters Score -8169927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -8124493.000000 Penalty: 3319.785400
	Iteration 0F: 3 clusters Score -8124493 nChanged 32873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -8143078.500000 Penalty: 3319.785400
	Iteration 1F: 3 clusters Score -8143078 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -8143784.000000 Penalty: 3319.785400
	Iteration 2Q: 3 clusters Score -8143784 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -8144529.500000 Penalty: 3319.785400
	Iteration 3Q: 3 clusters Score -8144530 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -8145509.500000 Penalty: 3319.785400
	Iteration 4Q: 3 clusters Score -8145510 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8147014.000000 Penalty: 3319.785400
	Iteration 5Q: 3 clusters Score -8147014 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8149127.000000 Penalty: 3319.785400
	Iteration 6F: 3 clusters Score -8149127 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -8152618.000000 Penalty: 3319.785400
	Iteration 7F: 3 clusters Score -8152618 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -8158490.000000 Penalty: 3319.785400
	Iteration 8F: 3 clusters Score -8158490 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -8166763.500000 Penalty: 3319.785400
	Iteration 9Q: 3 clusters Score -8166764 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -8169745.000000 Penalty: 3319.785400
	Iteration 10Q: 3 clusters Score -8169745 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -8171612.000000 Penalty: 3319.785400
	Iteration 11Q: 3 clusters Score -8171612 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -8173342.500000 Penalty: 3319.785400
	Iteration 12Q: 3 clusters Score -8173342 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8175097.500000 Penalty: 3319.785400
	Iteration 13Q: 3 clusters Score -8175098 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8177226.000000 Penalty: 3319.785400
	Iteration 14Q: 3 clusters Score -8177226 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -8179803.000000 Penalty: 3319.785400
	Iteration 15Q: 3 clusters Score -8179803 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -8183045.500000 Penalty: 3319.785400
	Iteration 16Q: 3 clusters Score -8183046 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -8186997.500000 Penalty: 3319.785400
	Iteration 17Q: 3 clusters Score -8186998 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -8192207.500000 Penalty: 3319.785400
	Iteration 18Q: 3 clusters Score -8192208 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -8199347.500000 Penalty: 3319.785400
	Iteration 19Q: 3 clusters Score -8199348 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -8205979.500000 Penalty: 3319.785400
	Iteration 20F: 3 clusters Score -8205980 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -8207943.000000 Penalty: 3319.785400
	Iteration 21Q: 3 clusters Score -8207943 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -8207997.000000 Penalty: 3319.785400
	Iteration 22Q: 3 clusters Score -8207997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -8208013.500000 Penalty: 3319.785400
	Iteration 23Q: 3 clusters Score -8208014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -8208014.000000 Penalty: 3319.785400
	Iteration 24Q: 3 clusters Score -8208014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -8208014.000000 Penalty: 3319.785400
	Iteration 25F: 3 clusters Score -8208014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Entering Unmasked Estep 
Score: -111059264.000000 Penalty: 100759.242188
Splitting cluster 13 changes total score from -111022336.000000 to -111059264.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 14 (71604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Entering Unmasked Estep 
Score: -8357220.000000 Penalty: 1663.421265
	Iteration 0F: 2 clusters Score -8357220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -8310599.000000 Penalty: 3326.842529
	Iteration 0F: 3 clusters Score -8310599 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -8329527.000000 Penalty: 3326.842529
	Iteration 1F: 3 clusters Score -8329527 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -8330238.000000 Penalty: 3326.842529
	Iteration 2Q: 3 clusters Score -8330238 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -8330970.000000 Penalty: 3326.842529
	Iteration 3Q: 3 clusters Score -8330970 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8332081.000000 Penalty: 3326.842529
	Iteration 4Q: 3 clusters Score -8332081 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -8333723.000000 Penalty: 3326.842529
	Iteration 5Q: 3 clusters Score -8333723 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -8336339.000000 Penalty: 3326.842529
	Iteration 6F: 3 clusters Score -8336339 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -8340283.000000 Penalty: 3326.842529
	Iteration 7F: 3 clusters Score -8340283 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -8345447.000000 Penalty: 3326.842529
	Iteration 8F: 3 clusters Score -8345447 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -8350320.000000 Penalty: 3326.842529
	Iteration 9F: 3 clusters Score -8350320 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8353508.000000 Penalty: 3326.842529
	Iteration 10Q: 3 clusters Score -8353508 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8355004.500000 Penalty: 3326.842529
	Iteration 11Q: 3 clusters Score -8355004 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8355515.500000 Penalty: 3326.842529
	Iteration 12Q: 3 clusters Score -8355516 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8355703.000000 Penalty: 3326.842529
	Iteration 13Q: 3 clusters Score -8355703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8355781.500000 Penalty: 3326.842529
	Iteration 14Q: 3 clusters Score -8355782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8355810.000000 Penalty: 3326.842529
	Iteration 15Q: 3 clusters Score -8355810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8355828.000000 Penalty: 3326.842529
	Iteration 16Q: 3 clusters Score -8355828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8355841.000000 Penalty: 3326.842529
	Iteration 17Q: 3 clusters Score -8355841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8355850.500000 Penalty: 3326.842529
	Iteration 18Q: 3 clusters Score -8355850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8355845.500000 Penalty: 3326.842529
	Iteration 19Q: 3 clusters Score -8355846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8355845.500000 Penalty: 3326.842529
	Iteration 20F: 3 clusters Score -8355846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1136123.750000 Penalty: 1372.933838
	Iteration 0F: 2 clusters Score -1136124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1129290.625000 Penalty: 2745.867676
	Iteration 0F: 3 clusters Score -1129291 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1131473.875000 Penalty: 2745.867676
	Iteration 1F: 3 clusters Score -1131474 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1131827.625000 Penalty: 2745.867676
	Iteration 2F: 3 clusters Score -1131828 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1132080.625000 Penalty: 2745.867676
	Iteration 3F: 3 clusters Score -1132081 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1132298.875000 Penalty: 2745.867676
	Iteration 4Q: 3 clusters Score -1132299 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1132480.250000 Penalty: 2745.867676
	Iteration 5Q: 3 clusters Score -1132480 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1132652.875000 Penalty: 2745.867676
	Iteration 6Q: 3 clusters Score -1132653 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1132818.125000 Penalty: 2745.867676
	Iteration 7Q: 3 clusters Score -1132818 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1133001.000000 Penalty: 2745.867676
	Iteration 8Q: 3 clusters Score -1133001 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1133249.500000 Penalty: 2745.867676
	Iteration 9Q: 3 clusters Score -1133250 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1133560.750000 Penalty: 2745.867676
	Iteration 10Q: 3 clusters Score -1133561 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1133922.000000 Penalty: 2745.867676
	Iteration 11Q: 3 clusters Score -1133922 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1134239.375000 Penalty: 2745.867676
	Iteration 12Q: 3 clusters Score -1134239 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1134513.375000 Penalty: 2745.867676
	Iteration 13Q: 3 clusters Score -1134513 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1134678.375000 Penalty: 2745.867676
	Iteration 14Q: 3 clusters Score -1134678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1134779.250000 Penalty: 2745.867676
	Iteration 15Q: 3 clusters Score -1134779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1134874.875000 Penalty: 2745.867676
	Iteration 16Q: 3 clusters Score -1134875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1134946.625000 Penalty: 2745.867676
	Iteration 17Q: 3 clusters Score -1134947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1135016.625000 Penalty: 2745.867676
	Iteration 18Q: 3 clusters Score -1135017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1135078.875000 Penalty: 2745.867676
	Iteration 19Q: 3 clusters Score -1135079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1135104.125000 Penalty: 2745.867676
	Iteration 20F: 3 clusters Score -1135104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1135123.250000 Penalty: 2745.867676
	Iteration 21Q: 3 clusters Score -1135123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1135147.000000 Penalty: 2745.867676
	Iteration 22Q: 3 clusters Score -1135147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1135171.500000 Penalty: 2745.867676
	Iteration 23Q: 3 clusters Score -1135172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1135196.000000 Penalty: 2745.867676
	Iteration 24Q: 3 clusters Score -1135196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1135212.500000 Penalty: 2745.867676
	Iteration 25Q: 3 clusters Score -1135212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1135220.000000 Penalty: 2745.867676
	Iteration 26Q: 3 clusters Score -1135220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1135226.000000 Penalty: 2745.867676
	Iteration 27Q: 3 clusters Score -1135226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1135237.000000 Penalty: 2745.867676
	Iteration 28Q: 3 clusters Score -1135237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1135240.375000 Penalty: 2745.867676
	Iteration 29Q: 3 clusters Score -1135240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1135243.625000 Penalty: 2745.867676
	Iteration 30Q: 3 clusters Score -1135244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1135243.625000 Penalty: 2745.867676
	Iteration 31F: 3 clusters Score -1135244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -1724909.500000 Penalty: 1436.963257
	Iteration 0F: 2 clusters Score -1724910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1714662.750000 Penalty: 2873.926514
	Iteration 0F: 3 clusters Score -1714663 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1718632.750000 Penalty: 2873.926514
	Iteration 1F: 3 clusters Score -1718633 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1719303.125000 Penalty: 2873.926514
	Iteration 2F: 3 clusters Score -1719303 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1719926.250000 Penalty: 2873.926514
	Iteration 3F: 3 clusters Score -1719926 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1720404.875000 Penalty: 2873.926514
	Iteration 4F: 3 clusters Score -1720405 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1720798.750000 Penalty: 2873.926514
	Iteration 5Q: 3 clusters Score -1720799 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1721144.625000 Penalty: 2873.926514
	Iteration 6Q: 3 clusters Score -1721145 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1721509.750000 Penalty: 2873.926514
	Iteration 7Q: 3 clusters Score -1721510 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1721900.250000 Penalty: 2873.926514
	Iteration 8Q: 3 clusters Score -1721900 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1722389.875000 Penalty: 2873.926514
	Iteration 9Q: 3 clusters Score -1722390 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1722891.500000 Penalty: 2873.926514
	Iteration 10Q: 3 clusters Score -1722892 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1723308.000000 Penalty: 2873.926514
	Iteration 11Q: 3 clusters Score -1723308 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1723661.000000 Penalty: 2873.926514
	Iteration 12Q: 3 clusters Score -1723661 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1723955.250000 Penalty: 2873.926514
	Iteration 13Q: 3 clusters Score -1723955 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1724196.875000 Penalty: 2873.926514
	Iteration 14Q: 3 clusters Score -1724197 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1724417.125000 Penalty: 2873.926514
	Iteration 15Q: 3 clusters Score -1724417 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1724678.375000 Penalty: 2873.926514
	Iteration 16Q: 3 clusters Score -1724678 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1724987.875000 Penalty: 2873.926514
	Iteration 17Q: 3 clusters Score -1724988 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1725382.250000 Penalty: 2873.926514
	Iteration 18Q: 3 clusters Score -1725382 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1725807.125000 Penalty: 2873.926514
	Iteration 19Q: 3 clusters Score -1725807 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1726172.375000 Penalty: 2873.926514
	Iteration 20F: 3 clusters Score -1726172 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1726349.875000 Penalty: 2873.926514
	Iteration 21Q: 3 clusters Score -1726350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1726416.250000 Penalty: 2873.926514
	Iteration 22Q: 3 clusters Score -1726416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1726437.625000 Penalty: 2873.926514
	Iteration 23Q: 3 clusters Score -1726438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1726464.000000 Penalty: 2873.926514
	Iteration 24Q: 3 clusters Score -1726464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1726484.000000 Penalty: 2873.926514
	Iteration 25Q: 3 clusters Score -1726484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1726493.875000 Penalty: 2873.926514
	Iteration 26Q: 3 clusters Score -1726494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1726500.000000 Penalty: 2873.926514
	Iteration 27Q: 3 clusters Score -1726500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1726499.500000 Penalty: 2873.926514
	Iteration 28Q: 3 clusters Score -1726500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1726503.500000 Penalty: 2873.926514
	Iteration 29Q: 3 clusters Score -1726504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1726508.625000 Penalty: 2873.926514
	Iteration 30Q: 3 clusters Score -1726509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1726508.125000 Penalty: 2873.926514
	Iteration 31Q: 3 clusters Score -1726508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1726518.000000 Penalty: 2873.926514
	Iteration 32Q: 3 clusters Score -1726518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1726518.750000 Penalty: 2873.926514
	Iteration 33Q: 3 clusters Score -1726519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1726517.125000 Penalty: 2873.926514
	Iteration 34Q: 3 clusters Score -1726517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1726518.125000 Penalty: 2873.926514
	Iteration 35Q: 3 clusters Score -1726518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1726520.875000 Penalty: 2873.926514
	Iteration 36Q: 3 clusters Score -1726521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1726522.375000 Penalty: 2873.926514
	Iteration 37Q: 3 clusters Score -1726522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1726523.875000 Penalty: 2873.926514
	Iteration 38Q: 3 clusters Score -1726524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1726523.375000 Penalty: 2873.926514
	Iteration 39Q: 3 clusters Score -1726523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1726522.875000 Penalty: 2873.926514
	Iteration 40F: 3 clusters Score -1726523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1726527.125000 Penalty: 2873.926514
	Iteration 41Q: 3 clusters Score -1726527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1726523.750000 Penalty: 2873.926514
	Iteration 42Q: 3 clusters Score -1726524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1726526.875000 Penalty: 2873.926514
	Iteration 43Q: 3 clusters Score -1726527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1726525.375000 Penalty: 2873.926514
	Iteration 44Q: 3 clusters Score -1726525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1726526.750000 Penalty: 2873.926514
	Iteration 45Q: 3 clusters Score -1726527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1726525.875000 Penalty: 2873.926514
	Iteration 46Q: 3 clusters Score -1726526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1726524.250000 Penalty: 2873.926514
	Iteration 47Q: 3 clusters Score -1726524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1726526.000000 Penalty: 2873.926514
	Iteration 48Q: 3 clusters Score -1726526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1726526.500000 Penalty: 2873.926514
	Iteration 49Q: 3 clusters Score -1726526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1726525.500000 Penalty: 2873.926514
	Iteration 50Q: 3 clusters Score -1726526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1726530.625000 Penalty: 2873.926514
	Iteration 51Q: 3 clusters Score -1726531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1726530.875000 Penalty: 2873.926514
	Iteration 52Q: 3 clusters Score -1726531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1726530.875000 Penalty: 2873.926514
	Iteration 53F: 3 clusters Score -1726531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Entering Unmasked Estep 
Score: -111060184.000000 Penalty: 102815.562500
Splitting cluster 16 changes total score from -111022336.000000 to -111060184.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 17 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -153485.718750 Penalty: 1095.372681
	Iteration 0F: 2 clusters Score -153485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -151864.187500 Penalty: 2190.745361
	Iteration 0F: 3 clusters Score -151864.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152388.812500 Penalty: 2190.745361
	Iteration 1F: 3 clusters Score -152388.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152602.937500 Penalty: 2190.745361
	Iteration 2F: 3 clusters Score -152602.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152726.140625 Penalty: 2190.745361
	Iteration 3F: 3 clusters Score -152726.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152795.234375 Penalty: 2190.745361
	Iteration 4Q: 3 clusters Score -152795.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152853.328125 Penalty: 2190.745361
	Iteration 5Q: 3 clusters Score -152853.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152890.390625 Penalty: 2190.745361
	Iteration 6Q: 3 clusters Score -152890.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152916.328125 Penalty: 2190.745361
	Iteration 7Q: 3 clusters Score -152916.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152937.031250 Penalty: 2190.745361
	Iteration 8Q: 3 clusters Score -152937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152944.187500 Penalty: 2190.745361
	Iteration 9Q: 3 clusters Score -152944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152950.734375 Penalty: 2190.745361
	Iteration 10Q: 3 clusters Score -152950.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152959.078125 Penalty: 2190.745361
	Iteration 11Q: 3 clusters Score -152959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152965.078125 Penalty: 2190.745361
	Iteration 12Q: 3 clusters Score -152965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -152977.093750 Penalty: 2190.745361
	Iteration 13Q: 3 clusters Score -152977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152984.109375 Penalty: 2190.745361
	Iteration 14Q: 3 clusters Score -152984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -152987.468750 Penalty: 2190.745361
	Iteration 15Q: 3 clusters Score -152987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152990.343750 Penalty: 2190.745361
	Iteration 16Q: 3 clusters Score -152990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152994.828125 Penalty: 2190.745361
	Iteration 17Q: 3 clusters Score -152994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152997.031250 Penalty: 2190.745361
	Iteration 18Q: 3 clusters Score -152997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152999.062500 Penalty: 2190.745361
	Iteration 19Q: 3 clusters Score -152999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153001.562500 Penalty: 2190.745361
	Iteration 20F: 3 clusters Score -153001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153004.171875 Penalty: 2190.745361
	Iteration 21Q: 3 clusters Score -153004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153004.171875 Penalty: 2190.745361
	Iteration 22F: 3 clusters Score -153004.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Entering Unmasked Estep 
Score: -3869162.250000 Penalty: 1548.685425
	Iteration 0F: 2 clusters Score -3869162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3847639.750000 Penalty: 3097.370850
	Iteration 0F: 3 clusters Score -3847640 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3856044.500000 Penalty: 3097.370850
	Iteration 1F: 3 clusters Score -3856044 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3856518.250000 Penalty: 3097.370850
	Iteration 2Q: 3 clusters Score -3856518 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3857030.750000 Penalty: 3097.370850
	Iteration 3Q: 3 clusters Score -3857031 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3857650.500000 Penalty: 3097.370850
	Iteration 4Q: 3 clusters Score -3857650 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3858494.000000 Penalty: 3097.370850
	Iteration 5Q: 3 clusters Score -3858494 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3859779.000000 Penalty: 3097.370850
	Iteration 6F: 3 clusters Score -3859779 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3861435.500000 Penalty: 3097.370850
	Iteration 7F: 3 clusters Score -3861436 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3863300.000000 Penalty: 3097.370850
	Iteration 8F: 3 clusters Score -3863300 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3864930.750000 Penalty: 3097.370850
	Iteration 9F: 3 clusters Score -3864931 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3866052.000000 Penalty: 3097.370850
	Iteration 10Q: 3 clusters Score -3866052 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3866760.000000 Penalty: 3097.370850
	Iteration 11Q: 3 clusters Score -3866760 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3867169.000000 Penalty: 3097.370850
	Iteration 12Q: 3 clusters Score -3867169 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3867432.500000 Penalty: 3097.370850
	Iteration 13Q: 3 clusters Score -3867432 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3867584.250000 Penalty: 3097.370850
	Iteration 14Q: 3 clusters Score -3867584 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3867683.000000 Penalty: 3097.370850
	Iteration 15Q: 3 clusters Score -3867683 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3867754.250000 Penalty: 3097.370850
	Iteration 16Q: 3 clusters Score -3867754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3867802.500000 Penalty: 3097.370850
	Iteration 17Q: 3 clusters Score -3867802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3867843.000000 Penalty: 3097.370850
	Iteration 18Q: 3 clusters Score -3867843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3867879.500000 Penalty: 3097.370850
	Iteration 19Q: 3 clusters Score -3867880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3867906.750000 Penalty: 3097.370850
	Iteration 20F: 3 clusters Score -3867907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3867931.250000 Penalty: 3097.370850
	Iteration 21Q: 3 clusters Score -3867931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3867972.500000 Penalty: 3097.370850
	Iteration 22Q: 3 clusters Score -3867972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3867993.750000 Penalty: 3097.370850
	Iteration 23Q: 3 clusters Score -3867994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3868033.750000 Penalty: 3097.370850
	Iteration 24Q: 3 clusters Score -3868034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3868055.000000 Penalty: 3097.370850
	Iteration 25Q: 3 clusters Score -3868055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3868079.750000 Penalty: 3097.370850
	Iteration 26Q: 3 clusters Score -3868080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -3868088.500000 Penalty: 3097.370850
	Iteration 27Q: 3 clusters Score -3868088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3868107.500000 Penalty: 3097.370850
	Iteration 28Q: 3 clusters Score -3868108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3868123.000000 Penalty: 3097.370850
	Iteration 29Q: 3 clusters Score -3868123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3868141.500000 Penalty: 3097.370850
	Iteration 30Q: 3 clusters Score -3868142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3868149.250000 Penalty: 3097.370850
	Iteration 31Q: 3 clusters Score -3868149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3868162.500000 Penalty: 3097.370850
	Iteration 32Q: 3 clusters Score -3868162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3868165.250000 Penalty: 3097.370850
	Iteration 33Q: 3 clusters Score -3868165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3868170.750000 Penalty: 3097.370850
	Iteration 34Q: 3 clusters Score -3868171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3868174.000000 Penalty: 3097.370850
	Iteration 35Q: 3 clusters Score -3868174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3868188.000000 Penalty: 3097.370850
	Iteration 36Q: 3 clusters Score -3868188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3868196.000000 Penalty: 3097.370850
	Iteration 37Q: 3 clusters Score -3868196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3868197.500000 Penalty: 3097.370850
	Iteration 38Q: 3 clusters Score -3868198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3868206.500000 Penalty: 3097.370850
	Iteration 39Q: 3 clusters Score -3868206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -3868200.250000 Penalty: 3097.370850
	Iteration 40F: 3 clusters Score -3868200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3868204.750000 Penalty: 3097.370850
	Iteration 41Q: 3 clusters Score -3868205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3868206.000000 Penalty: 3097.370850
	Iteration 42Q: 3 clusters Score -3868206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3868209.250000 Penalty: 3097.370850
	Iteration 43Q: 3 clusters Score -3868209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3868204.250000 Penalty: 3097.370850
	Iteration 44Q: 3 clusters Score -3868204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3868203.500000 Penalty: 3097.370850
	Iteration 45Q: 3 clusters Score -3868204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3868201.500000 Penalty: 3097.370850
	Iteration 46Q: 3 clusters Score -3868202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3868201.500000 Penalty: 3097.370850
	Iteration 47F: 3 clusters Score -3868202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -403823.718750 Penalty: 1223.276123
	Iteration 0F: 2 clusters Score -403823.7 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 1875 members 
Entering Unmasked Estep 
Score: -400889.593750 Penalty: 2446.552246
	Iteration 0F: 3 clusters Score -400889.6 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -401737.031250 Penalty: 2446.552246
	Iteration 1F: 3 clusters Score -401737 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -401895.312500 Penalty: 2446.552246
	Iteration 2F: 3 clusters Score -401895.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -401996.375000 Penalty: 2446.552246
	Iteration 3Q: 3 clusters Score -401996.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402060.125000 Penalty: 2446.552246
	Iteration 4Q: 3 clusters Score -402060.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -402111.000000 Penalty: 2446.552246
	Iteration 5Q: 3 clusters Score -402111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -402148.250000 Penalty: 2446.552246
	Iteration 6Q: 3 clusters Score -402148.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -402182.000000 Penalty: 2446.552246
	Iteration 7Q: 3 clusters Score -402182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -402214.531250 Penalty: 2446.552246
	Iteration 8Q: 3 clusters Score -402214.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -402246.406250 Penalty: 2446.552246
	Iteration 9Q: 3 clusters Score -402246.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -402271.843750 Penalty: 2446.552246
	Iteration 10Q: 3 clusters Score -402271.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -402298.875000 Penalty: 2446.552246
	Iteration 11Q: 3 clusters Score -402298.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -402318.593750 Penalty: 2446.552246
	Iteration 12Q: 3 clusters Score -402318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -402332.718750 Penalty: 2446.552246
	Iteration 13Q: 3 clusters Score -402332.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -402348.812500 Penalty: 2446.552246
	Iteration 14Q: 3 clusters Score -402348.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -402367.750000 Penalty: 2446.552246
	Iteration 15Q: 3 clusters Score -402367.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -402396.000000 Penalty: 2446.552246
	Iteration 16Q: 3 clusters Score -402396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -402436.406250 Penalty: 2446.552246
	Iteration 17Q: 3 clusters Score -402436.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -402467.843750 Penalty: 2446.552246
	Iteration 18Q: 3 clusters Score -402467.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -402492.000000 Penalty: 2446.552246
	Iteration 19Q: 3 clusters Score -402492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -402512.218750 Penalty: 2446.552246
	Iteration 20F: 3 clusters Score -402512.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -402532.656250 Penalty: 2446.552246
	Iteration 21Q: 3 clusters Score -402532.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -402554.281250 Penalty: 2446.552246
	Iteration 22Q: 3 clusters Score -402554.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -402573.625000 Penalty: 2446.552246
	Iteration 23Q: 3 clusters Score -402573.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -402584.343750 Penalty: 2446.552246
	Iteration 24Q: 3 clusters Score -402584.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -402595.812500 Penalty: 2446.552246
	Iteration 25Q: 3 clusters Score -402595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -402605.062500 Penalty: 2446.552246
	Iteration 26Q: 3 clusters Score -402605.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -402613.468750 Penalty: 2446.552246
	Iteration 27Q: 3 clusters Score -402613.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -402623.031250 Penalty: 2446.552246
	Iteration 28Q: 3 clusters Score -402623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -402633.968750 Penalty: 2446.552246
	Iteration 29Q: 3 clusters Score -402634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -402639.156250 Penalty: 2446.552246
	Iteration 30Q: 3 clusters Score -402639.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -402644.812500 Penalty: 2446.552246
	Iteration 31Q: 3 clusters Score -402644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -402649.062500 Penalty: 2446.552246
	Iteration 32Q: 3 clusters Score -402649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -402650.375000 Penalty: 2446.552246
	Iteration 33Q: 3 clusters Score -402650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -402653.375000 Penalty: 2446.552246
	Iteration 34Q: 3 clusters Score -402653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -402656.031250 Penalty: 2446.552246
	Iteration 35Q: 3 clusters Score -402656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -402656.562500 Penalty: 2446.552246
	Iteration 36Q: 3 clusters Score -402656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -402658.156250 Penalty: 2446.552246
	Iteration 37Q: 3 clusters Score -402658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -402661.687500 Penalty: 2446.552246
	Iteration 38Q: 3 clusters Score -402661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -402667.656250 Penalty: 2446.552246
	Iteration 39Q: 3 clusters Score -402667.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -402677.250000 Penalty: 2446.552246
	Iteration 40F: 3 clusters Score -402677.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -402684.218750 Penalty: 2446.552246
	Iteration 41Q: 3 clusters Score -402684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -402691.718750 Penalty: 2446.552246
	Iteration 42Q: 3 clusters Score -402691.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -402699.187500 Penalty: 2446.552246
	Iteration 43Q: 3 clusters Score -402699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -402704.781250 Penalty: 2446.552246
	Iteration 44Q: 3 clusters Score -402704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -402707.562500 Penalty: 2446.552246
	Iteration 45Q: 3 clusters Score -402707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -402714.875000 Penalty: 2446.552246
	Iteration 46Q: 3 clusters Score -402714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -402720.375000 Penalty: 2446.552246
	Iteration 47Q: 3 clusters Score -402720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -402723.343750 Penalty: 2446.552246
	Iteration 48Q: 3 clusters Score -402723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -402728.812500 Penalty: 2446.552246
	Iteration 49Q: 3 clusters Score -402728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -402732.343750 Penalty: 2446.552246
	Iteration 50Q: 3 clusters Score -402732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -402736.593750 Penalty: 2446.552246
	Iteration 51Q: 3 clusters Score -402736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -402741.375000 Penalty: 2446.552246
	Iteration 52Q: 3 clusters Score -402741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -402746.406250 Penalty: 2446.552246
	Iteration 53Q: 3 clusters Score -402746.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -402756.375000 Penalty: 2446.552246
	Iteration 54Q: 3 clusters Score -402756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -402768.218750 Penalty: 2446.552246
	Iteration 55Q: 3 clusters Score -402768.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -402778.000000 Penalty: 2446.552246
	Iteration 56Q: 3 clusters Score -402778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -402788.562500 Penalty: 2446.552246
	Iteration 57Q: 3 clusters Score -402788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -402792.375000 Penalty: 2446.552246
	Iteration 58Q: 3 clusters Score -402792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -402798.125000 Penalty: 2446.552246
	Iteration 59Q: 3 clusters Score -402798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -402800.375000 Penalty: 2446.552246
	Iteration 60F: 3 clusters Score -402800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -402804.750000 Penalty: 2446.552246
	Iteration 61Q: 3 clusters Score -402804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -402806.031250 Penalty: 2446.552246
	Iteration 62Q: 3 clusters Score -402806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -402808.531250 Penalty: 2446.552246
	Iteration 63Q: 3 clusters Score -402808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -402811.062500 Penalty: 2446.552246
	Iteration 64Q: 3 clusters Score -402811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -402815.812500 Penalty: 2446.552246
	Iteration 65Q: 3 clusters Score -402815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -402819.843750 Penalty: 2446.552246
	Iteration 66Q: 3 clusters Score -402819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -402822.718750 Penalty: 2446.552246
	Iteration 67Q: 3 clusters Score -402822.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -402829.906250 Penalty: 2446.552246
	Iteration 68Q: 3 clusters Score -402829.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -402836.750000 Penalty: 2446.552246
	Iteration 69Q: 3 clusters Score -402836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -402842.281250 Penalty: 2446.552246
	Iteration 70Q: 3 clusters Score -402842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -402844.281250 Penalty: 2446.552246
	Iteration 71Q: 3 clusters Score -402844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -402844.750000 Penalty: 2446.552246
	Iteration 72Q: 3 clusters Score -402844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -402847.250000 Penalty: 2446.552246
	Iteration 73Q: 3 clusters Score -402847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -402851.437500 Penalty: 2446.552246
	Iteration 74Q: 3 clusters Score -402851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -402857.406250 Penalty: 2446.552246
	Iteration 75Q: 3 clusters Score -402857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -402860.281250 Penalty: 2446.552246
	Iteration 76Q: 3 clusters Score -402860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -402861.750000 Penalty: 2446.552246
	Iteration 77Q: 3 clusters Score -402861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -402864.250000 Penalty: 2446.552246
	Iteration 78Q: 3 clusters Score -402864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -402868.468750 Penalty: 2446.552246
	Iteration 79Q: 3 clusters Score -402868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -402870.593750 Penalty: 2446.552246
	Iteration 80F: 3 clusters Score -402870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -402871.437500 Penalty: 2446.552246
	Iteration 81Q: 3 clusters Score -402871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -402875.812500 Penalty: 2446.552246
	Iteration 82Q: 3 clusters Score -402875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -402877.718750 Penalty: 2446.552246
	Iteration 83Q: 3 clusters Score -402877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -402879.125000 Penalty: 2446.552246
	Iteration 84Q: 3 clusters Score -402879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -402883.906250 Penalty: 2446.552246
	Iteration 85Q: 3 clusters Score -402883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -402886.593750 Penalty: 2446.552246
	Iteration 86Q: 3 clusters Score -402886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -402893.218750 Penalty: 2446.552246
	Iteration 87Q: 3 clusters Score -402893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -402898.375000 Penalty: 2446.552246
	Iteration 88Q: 3 clusters Score -402898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -402902.406250 Penalty: 2446.552246
	Iteration 89Q: 3 clusters Score -402902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -402906.500000 Penalty: 2446.552246
	Iteration 90Q: 3 clusters Score -402906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -402909.000000 Penalty: 2446.552246
	Iteration 91Q: 3 clusters Score -402909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -402911.625000 Penalty: 2446.552246
	Iteration 92Q: 3 clusters Score -402911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -402913.812500 Penalty: 2446.552246
	Iteration 93Q: 3 clusters Score -402913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -402914.781250 Penalty: 2446.552246
	Iteration 94Q: 3 clusters Score -402914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -402919.937500 Penalty: 2446.552246
	Iteration 95Q: 3 clusters Score -402919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -402919.937500 Penalty: 2446.552246
	Iteration 96F: 3 clusters Score -402919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Entering Unmasked Estep 
Score: -2758604.000000 Penalty: 1498.544678
	Iteration 0F: 2 clusters Score -2758604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2743028.000000 Penalty: 2997.089355
	Iteration 0F: 3 clusters Score -2743028 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2748994.000000 Penalty: 2997.089355
	Iteration 1F: 3 clusters Score -2748994 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2749671.000000 Penalty: 2997.089355
	Iteration 2F: 3 clusters Score -2749671 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2750469.500000 Penalty: 2997.089355
	Iteration 3F: 3 clusters Score -2750470 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2751652.250000 Penalty: 2997.089355
	Iteration 4F: 3 clusters Score -2751652 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2753620.750000 Penalty: 2997.089355
	Iteration 5F: 3 clusters Score -2753621 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2757203.750000 Penalty: 2997.089355
	Iteration 6F: 3 clusters Score -2757204 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2762430.250000 Penalty: 2997.089355
	Iteration 7F: 3 clusters Score -2762430 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2765468.750000 Penalty: 2997.089355
	Iteration 8F: 3 clusters Score -2765469 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2766556.750000 Penalty: 2997.089355
	Iteration 9Q: 3 clusters Score -2766557 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2767111.000000 Penalty: 2997.089355
	Iteration 10Q: 3 clusters Score -2767111 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2767421.250000 Penalty: 2997.089355
	Iteration 11Q: 3 clusters Score -2767421 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2767498.250000 Penalty: 2997.089355
	Iteration 12Q: 3 clusters Score -2767498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2767521.500000 Penalty: 2997.089355
	Iteration 13Q: 3 clusters Score -2767522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2767528.500000 Penalty: 2997.089355
	Iteration 14Q: 3 clusters Score -2767528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2767539.000000 Penalty: 2997.089355
	Iteration 15Q: 3 clusters Score -2767539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2767537.500000 Penalty: 2997.089355
	Iteration 16Q: 3 clusters Score -2767538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2767538.750000 Penalty: 2997.089355
	Iteration 17Q: 3 clusters Score -2767539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2767538.750000 Penalty: 2997.089355
	Iteration 18F: 3 clusters Score -2767539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Mstep: Class 51 contains 15403 members 
Entering Unmasked Estep 
Score: -111068608.000000 Penalty: 104871.867188
Splitting cluster 20 changes total score from -111022336.000000 to -111068608.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 21 (8221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Entering Unmasked Estep 
Score: -935424.687500 Penalty: 1341.349731
	Iteration 0F: 2 clusters Score -935424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -929731.125000 Penalty: 2682.699463
	Iteration 0F: 3 clusters Score -929731.1 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -931521.250000 Penalty: 2682.699463
	Iteration 1F: 3 clusters Score -931521.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -931892.125000 Penalty: 2682.699463
	Iteration 2F: 3 clusters Score -931892.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -932248.875000 Penalty: 2682.699463
	Iteration 3F: 3 clusters Score -932248.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -932565.375000 Penalty: 2682.699463
	Iteration 4F: 3 clusters Score -932565.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -932835.875000 Penalty: 2682.699463
	Iteration 5F: 3 clusters Score -932835.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -933089.750000 Penalty: 2682.699463
	Iteration 6F: 3 clusters Score -933089.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -933315.500000 Penalty: 2682.699463
	Iteration 7Q: 3 clusters Score -933315.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -933530.500000 Penalty: 2682.699463
	Iteration 8Q: 3 clusters Score -933530.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -933690.375000 Penalty: 2682.699463
	Iteration 9Q: 3 clusters Score -933690.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -933818.500000 Penalty: 2682.699463
	Iteration 10Q: 3 clusters Score -933818.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -933926.375000 Penalty: 2682.699463
	Iteration 11Q: 3 clusters Score -933926.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -934009.375000 Penalty: 2682.699463
	Iteration 12Q: 3 clusters Score -934009.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -934071.562500 Penalty: 2682.699463
	Iteration 13Q: 3 clusters Score -934071.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -934120.562500 Penalty: 2682.699463
	Iteration 14Q: 3 clusters Score -934120.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -934163.500000 Penalty: 2682.699463
	Iteration 15Q: 3 clusters Score -934163.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -934201.375000 Penalty: 2682.699463
	Iteration 16Q: 3 clusters Score -934201.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -934239.750000 Penalty: 2682.699463
	Iteration 17Q: 3 clusters Score -934239.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -934273.250000 Penalty: 2682.699463
	Iteration 18Q: 3 clusters Score -934273.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -934300.562500 Penalty: 2682.699463
	Iteration 19Q: 3 clusters Score -934300.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -934327.437500 Penalty: 2682.699463
	Iteration 20F: 3 clusters Score -934327.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -934354.500000 Penalty: 2682.699463
	Iteration 21Q: 3 clusters Score -934354.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -934387.750000 Penalty: 2682.699463
	Iteration 22Q: 3 clusters Score -934387.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -934420.750000 Penalty: 2682.699463
	Iteration 23Q: 3 clusters Score -934420.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -934443.687500 Penalty: 2682.699463
	Iteration 24Q: 3 clusters Score -934443.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -934466.500000 Penalty: 2682.699463
	Iteration 25Q: 3 clusters Score -934466.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -934483.187500 Penalty: 2682.699463
	Iteration 26Q: 3 clusters Score -934483.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -934500.375000 Penalty: 2682.699463
	Iteration 27Q: 3 clusters Score -934500.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -934514.875000 Penalty: 2682.699463
	Iteration 28Q: 3 clusters Score -934514.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -934534.250000 Penalty: 2682.699463
	Iteration 29Q: 3 clusters Score -934534.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -934546.500000 Penalty: 2682.699463
	Iteration 30Q: 3 clusters Score -934546.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -934566.875000 Penalty: 2682.699463
	Iteration 31Q: 3 clusters Score -934566.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -934582.812500 Penalty: 2682.699463
	Iteration 32Q: 3 clusters Score -934582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -934593.000000 Penalty: 2682.699463
	Iteration 33Q: 3 clusters Score -934593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -934599.375000 Penalty: 2682.699463
	Iteration 34Q: 3 clusters Score -934599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -934608.687500 Penalty: 2682.699463
	Iteration 35Q: 3 clusters Score -934608.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -934617.687500 Penalty: 2682.699463
	Iteration 36Q: 3 clusters Score -934617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -934625.062500 Penalty: 2682.699463
	Iteration 37Q: 3 clusters Score -934625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -934628.500000 Penalty: 2682.699463
	Iteration 38Q: 3 clusters Score -934628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -934629.312500 Penalty: 2682.699463
	Iteration 39Q: 3 clusters Score -934629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -934630.375000 Penalty: 2682.699463
	Iteration 40F: 3 clusters Score -934630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Entering Unmasked Estep 
Score: -2911536.250000 Penalty: 1514.916748
	Iteration 0F: 2 clusters Score -2911536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2894392.750000 Penalty: 3029.833496
	Iteration 0F: 3 clusters Score -2894393 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2900755.500000 Penalty: 3029.833496
	Iteration 1F: 3 clusters Score -2900756 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2901401.000000 Penalty: 3029.833496
	Iteration 2F: 3 clusters Score -2901401 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2902122.750000 Penalty: 3029.833496
	Iteration 3F: 3 clusters Score -2902123 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2903067.500000 Penalty: 3029.833496
	Iteration 4F: 3 clusters Score -2903068 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2904299.000000 Penalty: 3029.833496
	Iteration 5F: 3 clusters Score -2904299 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2905768.500000 Penalty: 3029.833496
	Iteration 6F: 3 clusters Score -2905768 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2907152.250000 Penalty: 3029.833496
	Iteration 7F: 3 clusters Score -2907152 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2908370.750000 Penalty: 3029.833496
	Iteration 8F: 3 clusters Score -2908371 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2909190.000000 Penalty: 3029.833496
	Iteration 9Q: 3 clusters Score -2909190 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2909726.000000 Penalty: 3029.833496
	Iteration 10Q: 3 clusters Score -2909726 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2910119.500000 Penalty: 3029.833496
	Iteration 11Q: 3 clusters Score -2910120 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2910331.750000 Penalty: 3029.833496
	Iteration 12Q: 3 clusters Score -2910332 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2910481.000000 Penalty: 3029.833496
	Iteration 13Q: 3 clusters Score -2910481 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2910581.500000 Penalty: 3029.833496
	Iteration 14Q: 3 clusters Score -2910582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2910644.250000 Penalty: 3029.833496
	Iteration 15Q: 3 clusters Score -2910644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -2910723.750000 Penalty: 3029.833496
	Iteration 16Q: 3 clusters Score -2910724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2910792.750000 Penalty: 3029.833496
	Iteration 17Q: 3 clusters Score -2910793 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2910843.750000 Penalty: 3029.833496
	Iteration 18Q: 3 clusters Score -2910844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2910878.500000 Penalty: 3029.833496
	Iteration 19Q: 3 clusters Score -2910878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2910898.750000 Penalty: 3029.833496
	Iteration 20F: 3 clusters Score -2910899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2910924.000000 Penalty: 3029.833496
	Iteration 21Q: 3 clusters Score -2910924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2910937.000000 Penalty: 3029.833496
	Iteration 22Q: 3 clusters Score -2910937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2910933.750000 Penalty: 3029.833496
	Iteration 23Q: 3 clusters Score -2910934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2910930.750000 Penalty: 3029.833496
	Iteration 24Q: 3 clusters Score -2910931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2910933.500000 Penalty: 3029.833496
	Iteration 25Q: 3 clusters Score -2910934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2910943.000000 Penalty: 3029.833496
	Iteration 26Q: 3 clusters Score -2910943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2910942.750000 Penalty: 3029.833496
	Iteration 27Q: 3 clusters Score -2910943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2910947.000000 Penalty: 3029.833496
	Iteration 28Q: 3 clusters Score -2910947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2910944.250000 Penalty: 3029.833496
	Iteration 29Q: 3 clusters Score -2910944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2910951.500000 Penalty: 3029.833496
	Iteration 30Q: 3 clusters Score -2910952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2910952.250000 Penalty: 3029.833496
	Iteration 31Q: 3 clusters Score -2910952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2910952.000000 Penalty: 3029.833496
	Iteration 32Q: 3 clusters Score -2910952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2910958.500000 Penalty: 3029.833496
	Iteration 33Q: 3 clusters Score -2910958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2910958.000000 Penalty: 3029.833496
	Iteration 34Q: 3 clusters Score -2910958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2910957.750000 Penalty: 3029.833496
	Iteration 35Q: 3 clusters Score -2910958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2910963.000000 Penalty: 3029.833496
	Iteration 36Q: 3 clusters Score -2910963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2910962.000000 Penalty: 3029.833496
	Iteration 37Q: 3 clusters Score -2910962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2910962.000000 Penalty: 3029.833496
	Iteration 38F: 3 clusters Score -2910962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -763537.937500 Penalty: 1326.356323
	Iteration 0F: 2 clusters Score -763537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -758351.062500 Penalty: 2652.712646
	Iteration 0F: 3 clusters Score -758351.1 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -760078.312500 Penalty: 2652.712646
	Iteration 1F: 3 clusters Score -760078.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -760487.562500 Penalty: 2652.712646
	Iteration 2F: 3 clusters Score -760487.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -760850.062500 Penalty: 2652.712646
	Iteration 3F: 3 clusters Score -760850.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -761134.750000 Penalty: 2652.712646
	Iteration 4F: 3 clusters Score -761134.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -761407.875000 Penalty: 2652.712646
	Iteration 5Q: 3 clusters Score -761407.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -761652.250000 Penalty: 2652.712646
	Iteration 6Q: 3 clusters Score -761652.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -761875.125000 Penalty: 2652.712646
	Iteration 7Q: 3 clusters Score -761875.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -762078.625000 Penalty: 2652.712646
	Iteration 8Q: 3 clusters Score -762078.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -762284.625000 Penalty: 2652.712646
	Iteration 9Q: 3 clusters Score -762284.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -762449.312500 Penalty: 2652.712646
	Iteration 10Q: 3 clusters Score -762449.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -762590.187500 Penalty: 2652.712646
	Iteration 11Q: 3 clusters Score -762590.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -762689.125000 Penalty: 2652.712646
	Iteration 12Q: 3 clusters Score -762689.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -762791.500000 Penalty: 2652.712646
	Iteration 13Q: 3 clusters Score -762791.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -762861.375000 Penalty: 2652.712646
	Iteration 14Q: 3 clusters Score -762861.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -762922.687500 Penalty: 2652.712646
	Iteration 15Q: 3 clusters Score -762922.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -762963.812500 Penalty: 2652.712646
	Iteration 16Q: 3 clusters Score -762963.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -762988.875000 Penalty: 2652.712646
	Iteration 17Q: 3 clusters Score -762988.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -763007.687500 Penalty: 2652.712646
	Iteration 18Q: 3 clusters Score -763007.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -763019.937500 Penalty: 2652.712646
	Iteration 19Q: 3 clusters Score -763019.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -763027.750000 Penalty: 2652.712646
	Iteration 20F: 3 clusters Score -763027.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -763032.187500 Penalty: 2652.712646
	Iteration 21Q: 3 clusters Score -763032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -763032.937500 Penalty: 2652.712646
	Iteration 22Q: 3 clusters Score -763032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -763037.500000 Penalty: 2652.712646
	Iteration 23Q: 3 clusters Score -763037.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -763040.562500 Penalty: 2652.712646
	Iteration 24Q: 3 clusters Score -763040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -763040.187500 Penalty: 2652.712646
	Iteration 25Q: 3 clusters Score -763040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -763043.750000 Penalty: 2652.712646
	Iteration 26Q: 3 clusters Score -763043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -763044.500000 Penalty: 2652.712646
	Iteration 27Q: 3 clusters Score -763044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -763046.000000 Penalty: 2652.712646
	Iteration 28Q: 3 clusters Score -763046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -763047.750000 Penalty: 2652.712646
	Iteration 29Q: 3 clusters Score -763047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -763047.937500 Penalty: 2652.712646
	Iteration 30Q: 3 clusters Score -763047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -763049.750000 Penalty: 2652.712646
	Iteration 31Q: 3 clusters Score -763049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -763050.250000 Penalty: 2652.712646
	Iteration 32Q: 3 clusters Score -763050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -763052.187500 Penalty: 2652.712646
	Iteration 33Q: 3 clusters Score -763052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -763052.562500 Penalty: 2652.712646
	Iteration 34Q: 3 clusters Score -763052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -763054.437500 Penalty: 2652.712646
	Iteration 35Q: 3 clusters Score -763054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -763053.437500 Penalty: 2652.712646
	Iteration 36Q: 3 clusters Score -763053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -763053.000000 Penalty: 2652.712646
	Iteration 37Q: 3 clusters Score -763053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -763053.500000 Penalty: 2652.712646
	Iteration 38Q: 3 clusters Score -763053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -763053.500000 Penalty: 2652.712646
	Iteration 39F: 3 clusters Score -763053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -67903.843750 Penalty: 995.966553
	Iteration 0F: 2 clusters Score -67903.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66816.640625 Penalty: 1991.933105
	Iteration 0F: 3 clusters Score -66816.64 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67144.140625 Penalty: 1991.933105
	Iteration 1F: 3 clusters Score -67144.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67328.742188 Penalty: 1991.933105
	Iteration 2F: 3 clusters Score -67328.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67647.742188 Penalty: 1991.933105
	Iteration 3F: 3 clusters Score -67647.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68115.343750 Penalty: 1991.933105
	Iteration 4F: 3 clusters Score -68115.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68469.070312 Penalty: 1991.933105
	Iteration 5F: 3 clusters Score -68469.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68712.476562 Penalty: 1991.933105
	Iteration 6Q: 3 clusters Score -68712.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68889.625000 Penalty: 1991.933105
	Iteration 7Q: 3 clusters Score -68889.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68909.742188 Penalty: 1991.933105
	Iteration 8Q: 3 clusters Score -68909.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68918.976562 Penalty: 1991.933105
	Iteration 9Q: 3 clusters Score -68918.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68926.718750 Penalty: 1991.933105
	Iteration 10Q: 3 clusters Score -68926.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68939.914062 Penalty: 1991.933105
	Iteration 11Q: 3 clusters Score -68939.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68942.750000 Penalty: 1991.933105
	Iteration 12Q: 3 clusters Score -68942.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68951.218750 Penalty: 1991.933105
	Iteration 13Q: 3 clusters Score -68951.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68952.257812 Penalty: 1991.933105
	Iteration 14F: 3 clusters Score -68952.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68955.210938 Penalty: 1991.933105
	Iteration 15Q: 3 clusters Score -68955.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68955.210938 Penalty: 1991.933105
	Iteration 16F: 3 clusters Score -68955.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 60411 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Mstep: Class 51 contains 15403 members 
Mstep: Class 52 contains 280 members 
Entering Unmasked Estep 
Score: -111068728.000000 Penalty: 106928.179688
Splitting cluster 24 changes total score from -111022336.000000 to -111068728.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 25 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -917843.250000 Penalty: 1341.041748
	Iteration 0F: 2 clusters Score -917843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -912256.250000 Penalty: 2682.083496
	Iteration 0F: 3 clusters Score -912256.2 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -914208.375000 Penalty: 2682.083496
	Iteration 1F: 3 clusters Score -914208.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -914617.375000 Penalty: 2682.083496
	Iteration 2F: 3 clusters Score -914617.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -914933.312500 Penalty: 2682.083496
	Iteration 3F: 3 clusters Score -914933.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -915208.875000 Penalty: 2682.083496
	Iteration 4F: 3 clusters Score -915208.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -915452.562500 Penalty: 2682.083496
	Iteration 5Q: 3 clusters Score -915452.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -915633.937500 Penalty: 2682.083496
	Iteration 6Q: 3 clusters Score -915633.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -915744.437500 Penalty: 2682.083496
	Iteration 7Q: 3 clusters Score -915744.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -915844.187500 Penalty: 2682.083496
	Iteration 8Q: 3 clusters Score -915844.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -915940.687500 Penalty: 2682.083496
	Iteration 9Q: 3 clusters Score -915940.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -916015.312500 Penalty: 2682.083496
	Iteration 10Q: 3 clusters Score -916015.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -916076.750000 Penalty: 2682.083496
	Iteration 11Q: 3 clusters Score -916076.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -916135.562500 Penalty: 2682.083496
	Iteration 12Q: 3 clusters Score -916135.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -916182.062500 Penalty: 2682.083496
	Iteration 13Q: 3 clusters Score -916182.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -916217.125000 Penalty: 2682.083496
	Iteration 14Q: 3 clusters Score -916217.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -916247.812500 Penalty: 2682.083496
	Iteration 15Q: 3 clusters Score -916247.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -916280.750000 Penalty: 2682.083496
	Iteration 16Q: 3 clusters Score -916280.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -916315.625000 Penalty: 2682.083496
	Iteration 17Q: 3 clusters Score -916315.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -916343.562500 Penalty: 2682.083496
	Iteration 18Q: 3 clusters Score -916343.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -916366.375000 Penalty: 2682.083496
	Iteration 19Q: 3 clusters Score -916366.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -916390.562500 Penalty: 2682.083496
	Iteration 20F: 3 clusters Score -916390.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -916413.250000 Penalty: 2682.083496
	Iteration 21Q: 3 clusters Score -916413.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -916438.500000 Penalty: 2682.083496
	Iteration 22Q: 3 clusters Score -916438.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -916462.250000 Penalty: 2682.083496
	Iteration 23Q: 3 clusters Score -916462.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -916490.187500 Penalty: 2682.083496
	Iteration 24Q: 3 clusters Score -916490.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -916521.437500 Penalty: 2682.083496
	Iteration 25Q: 3 clusters Score -916521.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -916551.875000 Penalty: 2682.083496
	Iteration 26Q: 3 clusters Score -916551.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -916583.187500 Penalty: 2682.083496
	Iteration 27Q: 3 clusters Score -916583.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -916626.500000 Penalty: 2682.083496
	Iteration 28Q: 3 clusters Score -916626.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -916677.812500 Penalty: 2682.083496
	Iteration 29Q: 3 clusters Score -916677.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -916732.437500 Penalty: 2682.083496
	Iteration 30Q: 3 clusters Score -916732.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -916810.750000 Penalty: 2682.083496
	Iteration 31Q: 3 clusters Score -916810.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -916902.437500 Penalty: 2682.083496
	Iteration 32Q: 3 clusters Score -916902.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -916972.562500 Penalty: 2682.083496
	Iteration 33Q: 3 clusters Score -916972.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -917040.250000 Penalty: 2682.083496
	Iteration 34Q: 3 clusters Score -917040.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -917105.500000 Penalty: 2682.083496
	Iteration 35Q: 3 clusters Score -917105.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -917180.062500 Penalty: 2682.083496
	Iteration 36Q: 3 clusters Score -917180.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -917235.187500 Penalty: 2682.083496
	Iteration 37Q: 3 clusters Score -917235.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -917284.750000 Penalty: 2682.083496
	Iteration 38Q: 3 clusters Score -917284.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -917331.062500 Penalty: 2682.083496
	Iteration 39Q: 3 clusters Score -917331.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -917369.312500 Penalty: 2682.083496
	Iteration 40F: 3 clusters Score -917369.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -917398.062500 Penalty: 2682.083496
	Iteration 41Q: 3 clusters Score -917398.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -917420.875000 Penalty: 2682.083496
	Iteration 42Q: 3 clusters Score -917420.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -917434.875000 Penalty: 2682.083496
	Iteration 43Q: 3 clusters Score -917434.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -917454.562500 Penalty: 2682.083496
	Iteration 44Q: 3 clusters Score -917454.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -917485.375000 Penalty: 2682.083496
	Iteration 45Q: 3 clusters Score -917485.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -917517.250000 Penalty: 2682.083496
	Iteration 46Q: 3 clusters Score -917517.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -917553.375000 Penalty: 2682.083496
	Iteration 47Q: 3 clusters Score -917553.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -917573.437500 Penalty: 2682.083496
	Iteration 48Q: 3 clusters Score -917573.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -917585.375000 Penalty: 2682.083496
	Iteration 49Q: 3 clusters Score -917585.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -917594.250000 Penalty: 2682.083496
	Iteration 50Q: 3 clusters Score -917594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -917605.875000 Penalty: 2682.083496
	Iteration 51Q: 3 clusters Score -917605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -917614.875000 Penalty: 2682.083496
	Iteration 52Q: 3 clusters Score -917614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -917620.500000 Penalty: 2682.083496
	Iteration 53Q: 3 clusters Score -917620.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -917625.437500 Penalty: 2682.083496
	Iteration 54Q: 3 clusters Score -917625.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -917632.187500 Penalty: 2682.083496
	Iteration 55Q: 3 clusters Score -917632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -917636.625000 Penalty: 2682.083496
	Iteration 56Q: 3 clusters Score -917636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -917639.437500 Penalty: 2682.083496
	Iteration 57Q: 3 clusters Score -917639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -917641.187500 Penalty: 2682.083496
	Iteration 58Q: 3 clusters Score -917641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -917642.750000 Penalty: 2682.083496
	Iteration 59Q: 3 clusters Score -917642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -917644.125000 Penalty: 2682.083496
	Iteration 60F: 3 clusters Score -917644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -917647.125000 Penalty: 2682.083496
	Iteration 61Q: 3 clusters Score -917647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -917651.500000 Penalty: 2682.083496
	Iteration 62Q: 3 clusters Score -917651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -917655.625000 Penalty: 2682.083496
	Iteration 63Q: 3 clusters Score -917655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -917661.187500 Penalty: 2682.083496
	Iteration 64Q: 3 clusters Score -917661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -917664.875000 Penalty: 2682.083496
	Iteration 65Q: 3 clusters Score -917664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -917665.375000 Penalty: 2682.083496
	Iteration 66Q: 3 clusters Score -917665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -917668.687500 Penalty: 2682.083496
	Iteration 67Q: 3 clusters Score -917668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -917668.750000 Penalty: 2682.083496
	Iteration 68Q: 3 clusters Score -917668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -917671.875000 Penalty: 2682.083496
	Iteration 69Q: 3 clusters Score -917671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -917676.750000 Penalty: 2682.083496
	Iteration 70Q: 3 clusters Score -917676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -917678.000000 Penalty: 2682.083496
	Iteration 71Q: 3 clusters Score -917678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -917679.687500 Penalty: 2682.083496
	Iteration 72Q: 3 clusters Score -917679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -917681.062500 Penalty: 2682.083496
	Iteration 73Q: 3 clusters Score -917681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -917681.125000 Penalty: 2682.083496
	Iteration 74Q: 3 clusters Score -917681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -917682.125000 Penalty: 2682.083496
	Iteration 75Q: 3 clusters Score -917682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -917683.500000 Penalty: 2682.083496
	Iteration 76Q: 3 clusters Score -917683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -917683.500000 Penalty: 2682.083496
	Iteration 77F: 3 clusters Score -917683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Entering Unmasked Estep 
Score: -6979731.000000 Penalty: 1638.128296
	Iteration 0F: 2 clusters Score -6979731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6940299.500000 Penalty: 3276.256592
	Iteration 0F: 3 clusters Score -6940300 nChanged 28241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -6956659.000000 Penalty: 3276.256592
	Iteration 1F: 3 clusters Score -6956659 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -6957759.500000 Penalty: 3276.256592
	Iteration 2Q: 3 clusters Score -6957760 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -6959193.000000 Penalty: 3276.256592
	Iteration 3F: 3 clusters Score -6959193 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -6961127.000000 Penalty: 3276.256592
	Iteration 4F: 3 clusters Score -6961127 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -6963650.500000 Penalty: 3276.256592
	Iteration 5F: 3 clusters Score -6963650 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -6966426.500000 Penalty: 3276.256592
	Iteration 6F: 3 clusters Score -6966426 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -6969150.500000 Penalty: 3276.256592
	Iteration 7F: 3 clusters Score -6969150 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -6971532.500000 Penalty: 3276.256592
	Iteration 8F: 3 clusters Score -6971532 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -6973339.000000 Penalty: 3276.256592
	Iteration 9Q: 3 clusters Score -6973339 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -6974685.000000 Penalty: 3276.256592
	Iteration 10Q: 3 clusters Score -6974685 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -6975815.500000 Penalty: 3276.256592
	Iteration 11Q: 3 clusters Score -6975816 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -6976692.500000 Penalty: 3276.256592
	Iteration 12Q: 3 clusters Score -6976692 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -6977496.000000 Penalty: 3276.256592
	Iteration 13Q: 3 clusters Score -6977496 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -6978024.000000 Penalty: 3276.256592
	Iteration 14Q: 3 clusters Score -6978024 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6978336.500000 Penalty: 3276.256592
	Iteration 15Q: 3 clusters Score -6978336 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -6978583.500000 Penalty: 3276.256592
	Iteration 16Q: 3 clusters Score -6978584 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -6978744.000000 Penalty: 3276.256592
	Iteration 17Q: 3 clusters Score -6978744 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -6978809.500000 Penalty: 3276.256592
	Iteration 18Q: 3 clusters Score -6978810 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -6978902.000000 Penalty: 3276.256592
	Iteration 19Q: 3 clusters Score -6978902 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -6979002.000000 Penalty: 3276.256592
	Iteration 20F: 3 clusters Score -6979002 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -6979099.500000 Penalty: 3276.256592
	Iteration 21Q: 3 clusters Score -6979100 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -6979194.000000 Penalty: 3276.256592
	Iteration 22Q: 3 clusters Score -6979194 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -6979290.000000 Penalty: 3276.256592
	Iteration 23Q: 3 clusters Score -6979290 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -6979399.000000 Penalty: 3276.256592
	Iteration 24Q: 3 clusters Score -6979399 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -6979500.000000 Penalty: 3276.256592
	Iteration 25Q: 3 clusters Score -6979500 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -6979622.000000 Penalty: 3276.256592
	Iteration 26Q: 3 clusters Score -6979622 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -6979769.500000 Penalty: 3276.256592
	Iteration 27Q: 3 clusters Score -6979770 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -6979893.500000 Penalty: 3276.256592
	Iteration 28Q: 3 clusters Score -6979894 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -6980062.500000 Penalty: 3276.256592
	Iteration 29Q: 3 clusters Score -6980062 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6980176.500000 Penalty: 3276.256592
	Iteration 30Q: 3 clusters Score -6980176 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6980298.000000 Penalty: 3276.256592
	Iteration 31Q: 3 clusters Score -6980298 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -6980356.000000 Penalty: 3276.256592
	Iteration 32Q: 3 clusters Score -6980356 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -6980447.000000 Penalty: 3276.256592
	Iteration 33Q: 3 clusters Score -6980447 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6980529.000000 Penalty: 3276.256592
	Iteration 34Q: 3 clusters Score -6980529 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -6980578.000000 Penalty: 3276.256592
	Iteration 35Q: 3 clusters Score -6980578 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6980610.000000 Penalty: 3276.256592
	Iteration 36Q: 3 clusters Score -6980610 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -6980668.500000 Penalty: 3276.256592
	Iteration 37Q: 3 clusters Score -6980668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6980729.000000 Penalty: 3276.256592
	Iteration 38Q: 3 clusters Score -6980729 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6980753.000000 Penalty: 3276.256592
	Iteration 39Q: 3 clusters Score -6980753 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6980799.500000 Penalty: 3276.256592
	Iteration 40F: 3 clusters Score -6980800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -6980800.500000 Penalty: 3276.256592
	Iteration 41Q: 3 clusters Score -6980800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6980844.500000 Penalty: 3276.256592
	Iteration 42Q: 3 clusters Score -6980844 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -6980851.500000 Penalty: 3276.256592
	Iteration 43Q: 3 clusters Score -6980852 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -6980855.500000 Penalty: 3276.256592
	Iteration 44Q: 3 clusters Score -6980856 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6980867.500000 Penalty: 3276.256592
	Iteration 45Q: 3 clusters Score -6980868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -6980874.000000 Penalty: 3276.256592
	Iteration 46Q: 3 clusters Score -6980874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -6980891.000000 Penalty: 3276.256592
	Iteration 47Q: 3 clusters Score -6980891 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6980902.500000 Penalty: 3276.256592
	Iteration 48Q: 3 clusters Score -6980902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -6980905.500000 Penalty: 3276.256592
	Iteration 49Q: 3 clusters Score -6980906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -6980909.000000 Penalty: 3276.256592
	Iteration 50Q: 3 clusters Score -6980909 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -6980908.500000 Penalty: 3276.256592
	Iteration 51Q: 3 clusters Score -6980908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -6980919.500000 Penalty: 3276.256592
	Iteration 52Q: 3 clusters Score -6980920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -6980913.500000 Penalty: 3276.256592
	Iteration 53Q: 3 clusters Score -6980914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -6980932.000000 Penalty: 3276.256592
	Iteration 54Q: 3 clusters Score -6980932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -6980931.500000 Penalty: 3276.256592
	Iteration 55Q: 3 clusters Score -6980932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -6980937.500000 Penalty: 3276.256592
	Iteration 56Q: 3 clusters Score -6980938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -6980938.500000 Penalty: 3276.256592
	Iteration 57Q: 3 clusters Score -6980938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6980934.500000 Penalty: 3276.256592
	Iteration 58Q: 3 clusters Score -6980934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -6980940.500000 Penalty: 3276.256592
	Iteration 59Q: 3 clusters Score -6980940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6980935.500000 Penalty: 3276.256592
	Iteration 60F: 3 clusters Score -6980936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6980949.500000 Penalty: 3276.256592
	Iteration 61Q: 3 clusters Score -6980950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6980956.000000 Penalty: 3276.256592
	Iteration 62Q: 3 clusters Score -6980956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -6980943.000000 Penalty: 3276.256592
	Iteration 63Q: 3 clusters Score -6980943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6980949.000000 Penalty: 3276.256592
	Iteration 64Q: 3 clusters Score -6980949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -6980962.000000 Penalty: 3276.256592
	Iteration 65Q: 3 clusters Score -6980962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -6980957.000000 Penalty: 3276.256592
	Iteration 66Q: 3 clusters Score -6980957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6980957.000000 Penalty: 3276.256592
	Iteration 67Q: 3 clusters Score -6980957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -6980970.000000 Penalty: 3276.256592
	Iteration 68Q: 3 clusters Score -6980970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -6980966.000000 Penalty: 3276.256592
	Iteration 69Q: 3 clusters Score -6980966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6980970.500000 Penalty: 3276.256592
	Iteration 70Q: 3 clusters Score -6980970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6980970.000000 Penalty: 3276.256592
	Iteration 71Q: 3 clusters Score -6980970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6980974.000000 Penalty: 3276.256592
	Iteration 72Q: 3 clusters Score -6980974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -6980974.500000 Penalty: 3276.256592
	Iteration 73Q: 3 clusters Score -6980974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -6980968.500000 Penalty: 3276.256592
	Iteration 74Q: 3 clusters Score -6980968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -6980979.500000 Penalty: 3276.256592
	Iteration 75Q: 3 clusters Score -6980980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6980985.000000 Penalty: 3276.256592
	Iteration 76Q: 3 clusters Score -6980985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -6980981.000000 Penalty: 3276.256592
	Iteration 77Q: 3 clusters Score -6980981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -6980978.500000 Penalty: 3276.256592
	Iteration 78Q: 3 clusters Score -6980978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -6980970.000000 Penalty: 3276.256592
	Iteration 79Q: 3 clusters Score -6980970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -6980963.500000 Penalty: 3276.256592
	Iteration 80F: 3 clusters Score -6980964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6980964.500000 Penalty: 3276.256592
	Iteration 81Q: 3 clusters Score -6980964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -6980981.000000 Penalty: 3276.256592
	Iteration 82Q: 3 clusters Score -6980981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6980981.500000 Penalty: 3276.256592
	Iteration 83Q: 3 clusters Score -6980982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6980988.500000 Penalty: 3276.256592
	Iteration 84Q: 3 clusters Score -6980988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -6980984.000000 Penalty: 3276.256592
	Iteration 85Q: 3 clusters Score -6980984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6980979.500000 Penalty: 3276.256592
	Iteration 86Q: 3 clusters Score -6980980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6980977.500000 Penalty: 3276.256592
	Iteration 87Q: 3 clusters Score -6980978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -6980978.500000 Penalty: 3276.256592
	Iteration 88Q: 3 clusters Score -6980978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -6980978.000000 Penalty: 3276.256592
	Iteration 89Q: 3 clusters Score -6980978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -6980965.000000 Penalty: 3276.256592
	Iteration 90Q: 3 clusters Score -6980965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -6980958.500000 Penalty: 3276.256592
	Iteration 91Q: 3 clusters Score -6980958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -6980967.000000 Penalty: 3276.256592
	Iteration 92Q: 3 clusters Score -6980967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -6980965.500000 Penalty: 3276.256592
	Iteration 93Q: 3 clusters Score -6980966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -6980964.000000 Penalty: 3276.256592
	Iteration 94Q: 3 clusters Score -6980964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -6980962.000000 Penalty: 3276.256592
	Iteration 95Q: 3 clusters Score -6980962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -6980965.000000 Penalty: 3276.256592
	Iteration 96Q: 3 clusters Score -6980965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -6980975.500000 Penalty: 3276.256592
	Iteration 97Q: 3 clusters Score -6980976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -6980981.000000 Penalty: 3276.256592
	Iteration 98Q: 3 clusters Score -6980981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -6980987.000000 Penalty: 3276.256592
	Iteration 99Q: 3 clusters Score -6980987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -6980994.500000 Penalty: 3276.256592
	Iteration 100F: 3 clusters Score -6980994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -6980983.500000 Penalty: 3276.256592
	Iteration 101Q: 3 clusters Score -6980984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6980978.500000 Penalty: 3276.256592
	Iteration 102Q: 3 clusters Score -6980978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6980978.500000 Penalty: 3276.256592
	Iteration 103Q: 3 clusters Score -6980978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6980988.500000 Penalty: 3276.256592
	Iteration 104Q: 3 clusters Score -6980988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -6980983.500000 Penalty: 3276.256592
	Iteration 105Q: 3 clusters Score -6980984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -6980973.500000 Penalty: 3276.256592
	Iteration 106Q: 3 clusters Score -6980974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -6980971.500000 Penalty: 3276.256592
	Iteration 107Q: 3 clusters Score -6980972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6980970.500000 Penalty: 3276.256592
	Iteration 108Q: 3 clusters Score -6980970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6980970.500000 Penalty: 3276.256592
	Iteration 109F: 3 clusters Score -6980970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 112977 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Mstep: Class 51 contains 15403 members 
Mstep: Class 52 contains 280 members 
Mstep: Class 53 contains 48820 members 
Entering Unmasked Estep 
Score: -111070128.000000 Penalty: 108984.492188
Splitting cluster 26 changes total score from -111022336.000000 to -111070128.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 27 (13439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Entering Unmasked Estep 
Score: -1498410.125000 Penalty: 1414.480469
	Iteration 0F: 2 clusters Score -1498410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1489512.625000 Penalty: 2828.960938
	Iteration 0F: 3 clusters Score -1489513 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1492575.875000 Penalty: 2828.960938
	Iteration 1F: 3 clusters Score -1492576 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1492952.000000 Penalty: 2828.960938
	Iteration 2F: 3 clusters Score -1492952 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1493264.375000 Penalty: 2828.960938
	Iteration 3F: 3 clusters Score -1493264 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1493534.500000 Penalty: 2828.960938
	Iteration 4Q: 3 clusters Score -1493534 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1493807.250000 Penalty: 2828.960938
	Iteration 5Q: 3 clusters Score -1493807 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1494052.375000 Penalty: 2828.960938
	Iteration 6Q: 3 clusters Score -1494052 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1494293.500000 Penalty: 2828.960938
	Iteration 7Q: 3 clusters Score -1494294 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1494501.750000 Penalty: 2828.960938
	Iteration 8Q: 3 clusters Score -1494502 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1494739.000000 Penalty: 2828.960938
	Iteration 9Q: 3 clusters Score -1494739 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1494980.250000 Penalty: 2828.960938
	Iteration 10Q: 3 clusters Score -1494980 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1495210.375000 Penalty: 2828.960938
	Iteration 11Q: 3 clusters Score -1495210 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1495424.750000 Penalty: 2828.960938
	Iteration 12Q: 3 clusters Score -1495425 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1495623.500000 Penalty: 2828.960938
	Iteration 13Q: 3 clusters Score -1495624 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1495809.000000 Penalty: 2828.960938
	Iteration 14Q: 3 clusters Score -1495809 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1495996.750000 Penalty: 2828.960938
	Iteration 15Q: 3 clusters Score -1495997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1496209.625000 Penalty: 2828.960938
	Iteration 16Q: 3 clusters Score -1496210 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1496406.125000 Penalty: 2828.960938
	Iteration 17Q: 3 clusters Score -1496406 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1496596.500000 Penalty: 2828.960938
	Iteration 18Q: 3 clusters Score -1496596 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1496801.125000 Penalty: 2828.960938
	Iteration 19Q: 3 clusters Score -1496801 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1496977.625000 Penalty: 2828.960938
	Iteration 20F: 3 clusters Score -1496978 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1497129.625000 Penalty: 2828.960938
	Iteration 21Q: 3 clusters Score -1497130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1497252.750000 Penalty: 2828.960938
	Iteration 22Q: 3 clusters Score -1497253 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1497333.875000 Penalty: 2828.960938
	Iteration 23Q: 3 clusters Score -1497334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1497388.000000 Penalty: 2828.960938
	Iteration 24Q: 3 clusters Score -1497388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1497421.375000 Penalty: 2828.960938
	Iteration 25Q: 3 clusters Score -1497421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1497444.625000 Penalty: 2828.960938
	Iteration 26Q: 3 clusters Score -1497445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1497465.000000 Penalty: 2828.960938
	Iteration 27Q: 3 clusters Score -1497465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1497482.125000 Penalty: 2828.960938
	Iteration 28Q: 3 clusters Score -1497482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1497481.000000 Penalty: 2828.960938
	Iteration 29Q: 3 clusters Score -1497481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1497490.375000 Penalty: 2828.960938
	Iteration 30Q: 3 clusters Score -1497490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1497498.000000 Penalty: 2828.960938
	Iteration 31Q: 3 clusters Score -1497498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1497499.125000 Penalty: 2828.960938
	Iteration 32Q: 3 clusters Score -1497499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1497504.625000 Penalty: 2828.960938
	Iteration 33Q: 3 clusters Score -1497505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1497504.250000 Penalty: 2828.960938
	Iteration 34Q: 3 clusters Score -1497504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1497508.750000 Penalty: 2828.960938
	Iteration 35Q: 3 clusters Score -1497509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1497508.250000 Penalty: 2828.960938
	Iteration 36Q: 3 clusters Score -1497508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1497505.250000 Penalty: 2828.960938
	Iteration 37Q: 3 clusters Score -1497505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1497508.000000 Penalty: 2828.960938
	Iteration 38Q: 3 clusters Score -1497508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1497507.875000 Penalty: 2828.960938
	Iteration 39Q: 3 clusters Score -1497508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1497507.500000 Penalty: 2828.960938
	Iteration 40F: 3 clusters Score -1497508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Entering Unmasked Estep 
Score: -2418685.250000 Penalty: 1477.979614
	Iteration 0F: 2 clusters Score -2418685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2405081.750000 Penalty: 2955.959229
	Iteration 0F: 3 clusters Score -2405082 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2410105.500000 Penalty: 2955.959229
	Iteration 1F: 3 clusters Score -2410106 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2410522.000000 Penalty: 2955.959229
	Iteration 2F: 3 clusters Score -2410522 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2410894.000000 Penalty: 2955.959229
	Iteration 3Q: 3 clusters Score -2410894 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2411283.000000 Penalty: 2955.959229
	Iteration 4Q: 3 clusters Score -2411283 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2411710.000000 Penalty: 2955.959229
	Iteration 5Q: 3 clusters Score -2411710 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2412278.250000 Penalty: 2955.959229
	Iteration 6Q: 3 clusters Score -2412278 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2413025.750000 Penalty: 2955.959229
	Iteration 7F: 3 clusters Score -2413026 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2414027.000000 Penalty: 2955.959229
	Iteration 8F: 3 clusters Score -2414027 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2415094.000000 Penalty: 2955.959229
	Iteration 9F: 3 clusters Score -2415094 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2416058.250000 Penalty: 2955.959229
	Iteration 10F: 3 clusters Score -2416058 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2416739.000000 Penalty: 2955.959229
	Iteration 11Q: 3 clusters Score -2416739 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2417082.250000 Penalty: 2955.959229
	Iteration 12Q: 3 clusters Score -2417082 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2417267.500000 Penalty: 2955.959229
	Iteration 13Q: 3 clusters Score -2417268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2417373.000000 Penalty: 2955.959229
	Iteration 14Q: 3 clusters Score -2417373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2417414.250000 Penalty: 2955.959229
	Iteration 15Q: 3 clusters Score -2417414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2417437.250000 Penalty: 2955.959229
	Iteration 16Q: 3 clusters Score -2417437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2417447.750000 Penalty: 2955.959229
	Iteration 17Q: 3 clusters Score -2417448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2417455.500000 Penalty: 2955.959229
	Iteration 18Q: 3 clusters Score -2417456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2417462.500000 Penalty: 2955.959229
	Iteration 19Q: 3 clusters Score -2417462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2417469.750000 Penalty: 2955.959229
	Iteration 20F: 3 clusters Score -2417470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2417475.750000 Penalty: 2955.959229
	Iteration 21Q: 3 clusters Score -2417476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2417476.750000 Penalty: 2955.959229
	Iteration 22Q: 3 clusters Score -2417477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2417478.250000 Penalty: 2955.959229
	Iteration 23Q: 3 clusters Score -2417478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2417478.250000 Penalty: 2955.959229
	Iteration 24F: 3 clusters Score -2417478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Entering Unmasked Estep 
Score: -939089.750000 Penalty: 1336.623901
	Iteration 0F: 2 clusters Score -939089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -933586.437500 Penalty: 2673.247803
	Iteration 0F: 3 clusters Score -933586.4 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -935330.375000 Penalty: 2673.247803
	Iteration 1F: 3 clusters Score -935330.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -935606.375000 Penalty: 2673.247803
	Iteration 2F: 3 clusters Score -935606.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -935780.437500 Penalty: 2673.247803
	Iteration 3Q: 3 clusters Score -935780.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -935912.437500 Penalty: 2673.247803
	Iteration 4Q: 3 clusters Score -935912.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -936012.250000 Penalty: 2673.247803
	Iteration 5Q: 3 clusters Score -936012.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -936105.687500 Penalty: 2673.247803
	Iteration 6Q: 3 clusters Score -936105.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -936192.687500 Penalty: 2673.247803
	Iteration 7Q: 3 clusters Score -936192.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -936270.125000 Penalty: 2673.247803
	Iteration 8Q: 3 clusters Score -936270.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -936339.687500 Penalty: 2673.247803
	Iteration 9Q: 3 clusters Score -936339.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -936417.437500 Penalty: 2673.247803
	Iteration 10Q: 3 clusters Score -936417.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -936498.250000 Penalty: 2673.247803
	Iteration 11Q: 3 clusters Score -936498.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -936572.750000 Penalty: 2673.247803
	Iteration 12Q: 3 clusters Score -936572.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -936642.812500 Penalty: 2673.247803
	Iteration 13Q: 3 clusters Score -936642.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -936725.562500 Penalty: 2673.247803
	Iteration 14Q: 3 clusters Score -936725.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -936786.250000 Penalty: 2673.247803
	Iteration 15Q: 3 clusters Score -936786.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -936855.625000 Penalty: 2673.247803
	Iteration 16Q: 3 clusters Score -936855.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -936923.625000 Penalty: 2673.247803
	Iteration 17Q: 3 clusters Score -936923.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -936997.562500 Penalty: 2673.247803
	Iteration 18Q: 3 clusters Score -936997.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -937069.437500 Penalty: 2673.247803
	Iteration 19Q: 3 clusters Score -937069.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -937157.187500 Penalty: 2673.247803
	Iteration 20F: 3 clusters Score -937157.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -937223.000000 Penalty: 2673.247803
	Iteration 21Q: 3 clusters Score -937223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -937284.500000 Penalty: 2673.247803
	Iteration 22Q: 3 clusters Score -937284.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -937341.125000 Penalty: 2673.247803
	Iteration 23Q: 3 clusters Score -937341.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -937371.687500 Penalty: 2673.247803
	Iteration 24Q: 3 clusters Score -937371.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -937403.812500 Penalty: 2673.247803
	Iteration 25Q: 3 clusters Score -937403.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -937436.250000 Penalty: 2673.247803
	Iteration 26Q: 3 clusters Score -937436.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -937464.062500 Penalty: 2673.247803
	Iteration 27Q: 3 clusters Score -937464.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -937490.562500 Penalty: 2673.247803
	Iteration 28Q: 3 clusters Score -937490.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -937512.875000 Penalty: 2673.247803
	Iteration 29Q: 3 clusters Score -937512.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -937532.625000 Penalty: 2673.247803
	Iteration 30Q: 3 clusters Score -937532.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -937552.937500 Penalty: 2673.247803
	Iteration 31Q: 3 clusters Score -937552.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -937569.750000 Penalty: 2673.247803
	Iteration 32Q: 3 clusters Score -937569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -937579.000000 Penalty: 2673.247803
	Iteration 33Q: 3 clusters Score -937579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -937591.250000 Penalty: 2673.247803
	Iteration 34Q: 3 clusters Score -937591.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -937600.750000 Penalty: 2673.247803
	Iteration 35Q: 3 clusters Score -937600.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -937610.250000 Penalty: 2673.247803
	Iteration 36Q: 3 clusters Score -937610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -937623.000000 Penalty: 2673.247803
	Iteration 37Q: 3 clusters Score -937623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -937632.187500 Penalty: 2673.247803
	Iteration 38Q: 3 clusters Score -937632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -937640.500000 Penalty: 2673.247803
	Iteration 39Q: 3 clusters Score -937640.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -937655.437500 Penalty: 2673.247803
	Iteration 40F: 3 clusters Score -937655.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -937665.687500 Penalty: 2673.247803
	Iteration 41Q: 3 clusters Score -937665.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -937670.437500 Penalty: 2673.247803
	Iteration 42Q: 3 clusters Score -937670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -937676.562500 Penalty: 2673.247803
	Iteration 43Q: 3 clusters Score -937676.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -937685.312500 Penalty: 2673.247803
	Iteration 44Q: 3 clusters Score -937685.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -937689.750000 Penalty: 2673.247803
	Iteration 45Q: 3 clusters Score -937689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -937695.062500 Penalty: 2673.247803
	Iteration 46Q: 3 clusters Score -937695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -937700.937500 Penalty: 2673.247803
	Iteration 47Q: 3 clusters Score -937700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -937702.812500 Penalty: 2673.247803
	Iteration 48Q: 3 clusters Score -937702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -937708.125000 Penalty: 2673.247803
	Iteration 49Q: 3 clusters Score -937708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -937708.875000 Penalty: 2673.247803
	Iteration 50Q: 3 clusters Score -937708.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -937712.062500 Penalty: 2673.247803
	Iteration 51Q: 3 clusters Score -937712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -937714.937500 Penalty: 2673.247803
	Iteration 52Q: 3 clusters Score -937714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -937716.687500 Penalty: 2673.247803
	Iteration 53Q: 3 clusters Score -937716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -937718.125000 Penalty: 2673.247803
	Iteration 54Q: 3 clusters Score -937718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -937719.062500 Penalty: 2673.247803
	Iteration 55Q: 3 clusters Score -937719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -937720.625000 Penalty: 2673.247803
	Iteration 56Q: 3 clusters Score -937720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -937720.500000 Penalty: 2673.247803
	Iteration 57Q: 3 clusters Score -937720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -937720.500000 Penalty: 2673.247803
	Iteration 58F: 3 clusters Score -937720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Entering Unmasked Estep 
Score: -6085629.500000 Penalty: 1622.478271
	Iteration 0F: 2 clusters Score -6085630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6050207.000000 Penalty: 3244.956543
	Iteration 0F: 3 clusters Score -6050207 nChanged 25257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6064429.000000 Penalty: 3244.956543
	Iteration 1F: 3 clusters Score -6064429 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -6065222.000000 Penalty: 3244.956543
	Iteration 2Q: 3 clusters Score -6065222 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -6066109.500000 Penalty: 3244.956543
	Iteration 3Q: 3 clusters Score -6066110 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -6067215.500000 Penalty: 3244.956543
	Iteration 4Q: 3 clusters Score -6067216 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6068732.000000 Penalty: 3244.956543
	Iteration 5F: 3 clusters Score -6068732 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -6071019.500000 Penalty: 3244.956543
	Iteration 6F: 3 clusters Score -6071020 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -6073982.000000 Penalty: 3244.956543
	Iteration 7F: 3 clusters Score -6073982 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6077072.000000 Penalty: 3244.956543
	Iteration 8F: 3 clusters Score -6077072 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6079842.000000 Penalty: 3244.956543
	Iteration 9F: 3 clusters Score -6079842 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6081699.000000 Penalty: 3244.956543
	Iteration 10Q: 3 clusters Score -6081699 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6082805.000000 Penalty: 3244.956543
	Iteration 11Q: 3 clusters Score -6082805 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6083443.500000 Penalty: 3244.956543
	Iteration 12Q: 3 clusters Score -6083444 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6083886.500000 Penalty: 3244.956543
	Iteration 13Q: 3 clusters Score -6083886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6084107.000000 Penalty: 3244.956543
	Iteration 14Q: 3 clusters Score -6084107 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6084225.500000 Penalty: 3244.956543
	Iteration 15Q: 3 clusters Score -6084226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6084296.000000 Penalty: 3244.956543
	Iteration 16Q: 3 clusters Score -6084296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6084342.000000 Penalty: 3244.956543
	Iteration 17Q: 3 clusters Score -6084342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6084358.500000 Penalty: 3244.956543
	Iteration 18Q: 3 clusters Score -6084358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6084370.000000 Penalty: 3244.956543
	Iteration 19Q: 3 clusters Score -6084370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6084394.000000 Penalty: 3244.956543
	Iteration 20F: 3 clusters Score -6084394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6084410.500000 Penalty: 3244.956543
	Iteration 21Q: 3 clusters Score -6084410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6084419.500000 Penalty: 3244.956543
	Iteration 22Q: 3 clusters Score -6084420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6084421.500000 Penalty: 3244.956543
	Iteration 23Q: 3 clusters Score -6084422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6084425.000000 Penalty: 3244.956543
	Iteration 24Q: 3 clusters Score -6084425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6084423.500000 Penalty: 3244.956543
	Iteration 25Q: 3 clusters Score -6084424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6084428.500000 Penalty: 3244.956543
	Iteration 26Q: 3 clusters Score -6084428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6084429.500000 Penalty: 3244.956543
	Iteration 27Q: 3 clusters Score -6084430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6084429.000000 Penalty: 3244.956543
	Iteration 28Q: 3 clusters Score -6084429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6084431.500000 Penalty: 3244.956543
	Iteration 29Q: 3 clusters Score -6084432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6084443.000000 Penalty: 3244.956543
	Iteration 30Q: 3 clusters Score -6084443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6084447.000000 Penalty: 3244.956543
	Iteration 31Q: 3 clusters Score -6084447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6084447.000000 Penalty: 3244.956543
	Iteration 32Q: 3 clusters Score -6084447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6084447.500000 Penalty: 3244.956543
	Iteration 33Q: 3 clusters Score -6084448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6084447.500000 Penalty: 3244.956543
	Iteration 34F: 3 clusters Score -6084448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -970583.312500 Penalty: 1349.021973
	Iteration 0F: 2 clusters Score -970583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -964764.437500 Penalty: 2698.043945
	Iteration 0F: 3 clusters Score -964764.4 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -966659.562500 Penalty: 2698.043945
	Iteration 1F: 3 clusters Score -966659.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -966920.062500 Penalty: 2698.043945
	Iteration 2F: 3 clusters Score -966920.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -967095.250000 Penalty: 2698.043945
	Iteration 3Q: 3 clusters Score -967095.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -967250.000000 Penalty: 2698.043945
	Iteration 4Q: 3 clusters Score -967250 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -967368.562500 Penalty: 2698.043945
	Iteration 5Q: 3 clusters Score -967368.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -967488.125000 Penalty: 2698.043945
	Iteration 6Q: 3 clusters Score -967488.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -967616.625000 Penalty: 2698.043945
	Iteration 7Q: 3 clusters Score -967616.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -967744.937500 Penalty: 2698.043945
	Iteration 8Q: 3 clusters Score -967744.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -967883.000000 Penalty: 2698.043945
	Iteration 9Q: 3 clusters Score -967883 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -968069.750000 Penalty: 2698.043945
	Iteration 10Q: 3 clusters Score -968069.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -968299.500000 Penalty: 2698.043945
	Iteration 11Q: 3 clusters Score -968299.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -968541.875000 Penalty: 2698.043945
	Iteration 12Q: 3 clusters Score -968541.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -968800.687500 Penalty: 2698.043945
	Iteration 13Q: 3 clusters Score -968800.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -969054.000000 Penalty: 2698.043945
	Iteration 14Q: 3 clusters Score -969054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -969262.375000 Penalty: 2698.043945
	Iteration 15Q: 3 clusters Score -969262.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -969425.125000 Penalty: 2698.043945
	Iteration 16Q: 3 clusters Score -969425.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -969540.187500 Penalty: 2698.043945
	Iteration 17Q: 3 clusters Score -969540.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -969657.687500 Penalty: 2698.043945
	Iteration 18Q: 3 clusters Score -969657.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -969736.937500 Penalty: 2698.043945
	Iteration 19Q: 3 clusters Score -969736.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -969803.750000 Penalty: 2698.043945
	Iteration 20F: 3 clusters Score -969803.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -969861.000000 Penalty: 2698.043945
	Iteration 21Q: 3 clusters Score -969861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -969899.062500 Penalty: 2698.043945
	Iteration 22Q: 3 clusters Score -969899.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -969923.437500 Penalty: 2698.043945
	Iteration 23Q: 3 clusters Score -969923.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -969942.562500 Penalty: 2698.043945
	Iteration 24Q: 3 clusters Score -969942.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -969956.500000 Penalty: 2698.043945
	Iteration 25Q: 3 clusters Score -969956.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -969967.625000 Penalty: 2698.043945
	Iteration 26Q: 3 clusters Score -969967.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -969979.812500 Penalty: 2698.043945
	Iteration 27Q: 3 clusters Score -969979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -969989.937500 Penalty: 2698.043945
	Iteration 28Q: 3 clusters Score -969989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -969996.125000 Penalty: 2698.043945
	Iteration 29Q: 3 clusters Score -969996.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -970004.875000 Penalty: 2698.043945
	Iteration 30Q: 3 clusters Score -970004.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -970014.250000 Penalty: 2698.043945
	Iteration 31Q: 3 clusters Score -970014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -970017.875000 Penalty: 2698.043945
	Iteration 32Q: 3 clusters Score -970017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -970025.187500 Penalty: 2698.043945
	Iteration 33Q: 3 clusters Score -970025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -970028.000000 Penalty: 2698.043945
	Iteration 34Q: 3 clusters Score -970028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -970032.125000 Penalty: 2698.043945
	Iteration 35Q: 3 clusters Score -970032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -970034.687500 Penalty: 2698.043945
	Iteration 36Q: 3 clusters Score -970034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -970034.687500 Penalty: 2698.043945
	Iteration 37Q: 3 clusters Score -970034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -970035.687500 Penalty: 2698.043945
	Iteration 38Q: 3 clusters Score -970035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -970035.687500 Penalty: 2698.043945
	Iteration 39F: 3 clusters Score -970035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -505334.031250 Penalty: 1268.248535
	Iteration 0F: 2 clusters Score -505334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -501663.031250 Penalty: 2536.497070
	Iteration 0F: 3 clusters Score -501663 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -502840.562500 Penalty: 2536.497070
	Iteration 1F: 3 clusters Score -502840.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -503191.781250 Penalty: 2536.497070
	Iteration 2F: 3 clusters Score -503191.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -503441.656250 Penalty: 2536.497070
	Iteration 3F: 3 clusters Score -503441.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -503611.875000 Penalty: 2536.497070
	Iteration 4Q: 3 clusters Score -503611.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -503754.437500 Penalty: 2536.497070
	Iteration 5Q: 3 clusters Score -503754.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -503862.937500 Penalty: 2536.497070
	Iteration 6Q: 3 clusters Score -503862.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -503941.562500 Penalty: 2536.497070
	Iteration 7Q: 3 clusters Score -503941.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -503990.343750 Penalty: 2536.497070
	Iteration 8Q: 3 clusters Score -503990.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -504040.562500 Penalty: 2536.497070
	Iteration 9Q: 3 clusters Score -504040.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -504087.781250 Penalty: 2536.497070
	Iteration 10Q: 3 clusters Score -504087.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -504117.968750 Penalty: 2536.497070
	Iteration 11Q: 3 clusters Score -504118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -504140.562500 Penalty: 2536.497070
	Iteration 12Q: 3 clusters Score -504140.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -504157.625000 Penalty: 2536.497070
	Iteration 13Q: 3 clusters Score -504157.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -504171.343750 Penalty: 2536.497070
	Iteration 14Q: 3 clusters Score -504171.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -504179.156250 Penalty: 2536.497070
	Iteration 15Q: 3 clusters Score -504179.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -504188.312500 Penalty: 2536.497070
	Iteration 16Q: 3 clusters Score -504188.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -504197.906250 Penalty: 2536.497070
	Iteration 17Q: 3 clusters Score -504197.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -504202.812500 Penalty: 2536.497070
	Iteration 18Q: 3 clusters Score -504202.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -504206.093750 Penalty: 2536.497070
	Iteration 19Q: 3 clusters Score -504206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -504210.437500 Penalty: 2536.497070
	Iteration 20F: 3 clusters Score -504210.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -504215.625000 Penalty: 2536.497070
	Iteration 21Q: 3 clusters Score -504215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -504217.625000 Penalty: 2536.497070
	Iteration 22Q: 3 clusters Score -504217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -504220.125000 Penalty: 2536.497070
	Iteration 23Q: 3 clusters Score -504220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -504223.218750 Penalty: 2536.497070
	Iteration 24Q: 3 clusters Score -504223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -504225.593750 Penalty: 2536.497070
	Iteration 25Q: 3 clusters Score -504225.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -504228.750000 Penalty: 2536.497070
	Iteration 26Q: 3 clusters Score -504228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -504229.562500 Penalty: 2536.497070
	Iteration 27Q: 3 clusters Score -504229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -504230.687500 Penalty: 2536.497070
	Iteration 28Q: 3 clusters Score -504230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -504231.500000 Penalty: 2536.497070
	Iteration 29Q: 3 clusters Score -504231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -504231.187500 Penalty: 2536.497070
	Iteration 30Q: 3 clusters Score -504231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -504233.125000 Penalty: 2536.497070
	Iteration 31Q: 3 clusters Score -504233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -504234.218750 Penalty: 2536.497070
	Iteration 32Q: 3 clusters Score -504234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -504235.000000 Penalty: 2536.497070
	Iteration 33Q: 3 clusters Score -504235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -504234.312500 Penalty: 2536.497070
	Iteration 34Q: 3 clusters Score -504234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -504234.812500 Penalty: 2536.497070
	Iteration 35Q: 3 clusters Score -504234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -504234.562500 Penalty: 2536.497070
	Iteration 36Q: 3 clusters Score -504234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -504236.031250 Penalty: 2536.497070
	Iteration 37Q: 3 clusters Score -504236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -504236.312500 Penalty: 2536.497070
	Iteration 38Q: 3 clusters Score -504236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -504236.312500 Penalty: 2536.497070
	Iteration 39F: 3 clusters Score -504236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -1164045.125000 Penalty: 1368.762451
	Iteration 0F: 2 clusters Score -1164045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1157348.500000 Penalty: 2737.524902
	Iteration 0F: 3 clusters Score -1157348 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1159596.000000 Penalty: 2737.524902
	Iteration 1F: 3 clusters Score -1159596 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1159894.375000 Penalty: 2737.524902
	Iteration 2F: 3 clusters Score -1159894 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1160079.125000 Penalty: 2737.524902
	Iteration 3Q: 3 clusters Score -1160079 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1160227.125000 Penalty: 2737.524902
	Iteration 4Q: 3 clusters Score -1160227 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1160334.125000 Penalty: 2737.524902
	Iteration 5Q: 3 clusters Score -1160334 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1160432.875000 Penalty: 2737.524902
	Iteration 6Q: 3 clusters Score -1160433 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1160524.500000 Penalty: 2737.524902
	Iteration 7Q: 3 clusters Score -1160524 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1160613.125000 Penalty: 2737.524902
	Iteration 8Q: 3 clusters Score -1160613 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1160727.625000 Penalty: 2737.524902
	Iteration 9Q: 3 clusters Score -1160728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1160849.500000 Penalty: 2737.524902
	Iteration 10Q: 3 clusters Score -1160850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1160979.500000 Penalty: 2737.524902
	Iteration 11Q: 3 clusters Score -1160980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1161128.250000 Penalty: 2737.524902
	Iteration 12Q: 3 clusters Score -1161128 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1161299.625000 Penalty: 2737.524902
	Iteration 13Q: 3 clusters Score -1161300 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1161462.125000 Penalty: 2737.524902
	Iteration 14Q: 3 clusters Score -1161462 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1161616.125000 Penalty: 2737.524902
	Iteration 15Q: 3 clusters Score -1161616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1161770.750000 Penalty: 2737.524902
	Iteration 16Q: 3 clusters Score -1161771 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1161931.250000 Penalty: 2737.524902
	Iteration 17Q: 3 clusters Score -1161931 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1162077.375000 Penalty: 2737.524902
	Iteration 18Q: 3 clusters Score -1162077 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1162218.375000 Penalty: 2737.524902
	Iteration 19Q: 3 clusters Score -1162218 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1162342.625000 Penalty: 2737.524902
	Iteration 20F: 3 clusters Score -1162343 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1162431.750000 Penalty: 2737.524902
	Iteration 21Q: 3 clusters Score -1162432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1162490.125000 Penalty: 2737.524902
	Iteration 22Q: 3 clusters Score -1162490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1162545.375000 Penalty: 2737.524902
	Iteration 23Q: 3 clusters Score -1162545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1162593.500000 Penalty: 2737.524902
	Iteration 24Q: 3 clusters Score -1162594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1162633.375000 Penalty: 2737.524902
	Iteration 25Q: 3 clusters Score -1162633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1162662.125000 Penalty: 2737.524902
	Iteration 26Q: 3 clusters Score -1162662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1162693.625000 Penalty: 2737.524902
	Iteration 27Q: 3 clusters Score -1162694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1162716.750000 Penalty: 2737.524902
	Iteration 28Q: 3 clusters Score -1162717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1162731.250000 Penalty: 2737.524902
	Iteration 29Q: 3 clusters Score -1162731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1162745.375000 Penalty: 2737.524902
	Iteration 30Q: 3 clusters Score -1162745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1162760.000000 Penalty: 2737.524902
	Iteration 31Q: 3 clusters Score -1162760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1162778.625000 Penalty: 2737.524902
	Iteration 32Q: 3 clusters Score -1162779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1162793.500000 Penalty: 2737.524902
	Iteration 33Q: 3 clusters Score -1162794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1162814.750000 Penalty: 2737.524902
	Iteration 34Q: 3 clusters Score -1162815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1162830.125000 Penalty: 2737.524902
	Iteration 35Q: 3 clusters Score -1162830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1162840.000000 Penalty: 2737.524902
	Iteration 36Q: 3 clusters Score -1162840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1162847.625000 Penalty: 2737.524902
	Iteration 37Q: 3 clusters Score -1162848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1162847.250000 Penalty: 2737.524902
	Iteration 38Q: 3 clusters Score -1162847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1162848.125000 Penalty: 2737.524902
	Iteration 39Q: 3 clusters Score -1162848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1162851.000000 Penalty: 2737.524902
	Iteration 40F: 3 clusters Score -1162851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1162853.250000 Penalty: 2737.524902
	Iteration 41Q: 3 clusters Score -1162853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1162855.875000 Penalty: 2737.524902
	Iteration 42Q: 3 clusters Score -1162856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1162858.000000 Penalty: 2737.524902
	Iteration 43Q: 3 clusters Score -1162858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1162858.375000 Penalty: 2737.524902
	Iteration 44Q: 3 clusters Score -1162858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1162858.625000 Penalty: 2737.524902
	Iteration 45Q: 3 clusters Score -1162859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1162856.875000 Penalty: 2737.524902
	Iteration 46Q: 3 clusters Score -1162857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1162856.875000 Penalty: 2737.524902
	Iteration 47F: 3 clusters Score -1162857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Entering Unmasked Estep 
Score: -1242612.750000 Penalty: 1391.682983
	Iteration 0F: 2 clusters Score -1242613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1234837.375000 Penalty: 2783.365967
	Iteration 0F: 3 clusters Score -1234837 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1237488.875000 Penalty: 2783.365967
	Iteration 1F: 3 clusters Score -1237489 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1237910.000000 Penalty: 2783.365967
	Iteration 2F: 3 clusters Score -1237910 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1238263.875000 Penalty: 2783.365967
	Iteration 3F: 3 clusters Score -1238264 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1238599.000000 Penalty: 2783.365967
	Iteration 4F: 3 clusters Score -1238599 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1238954.625000 Penalty: 2783.365967
	Iteration 5Q: 3 clusters Score -1238955 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1239342.750000 Penalty: 2783.365967
	Iteration 6F: 3 clusters Score -1239343 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1239763.125000 Penalty: 2783.365967
	Iteration 7F: 3 clusters Score -1239763 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1240190.875000 Penalty: 2783.365967
	Iteration 8Q: 3 clusters Score -1240191 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1240539.750000 Penalty: 2783.365967
	Iteration 9Q: 3 clusters Score -1240540 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1240798.750000 Penalty: 2783.365967
	Iteration 10Q: 3 clusters Score -1240799 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1240994.750000 Penalty: 2783.365967
	Iteration 11Q: 3 clusters Score -1240995 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1241155.500000 Penalty: 2783.365967
	Iteration 12Q: 3 clusters Score -1241156 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1241259.000000 Penalty: 2783.365967
	Iteration 13Q: 3 clusters Score -1241259 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1241322.500000 Penalty: 2783.365967
	Iteration 14Q: 3 clusters Score -1241322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1241375.125000 Penalty: 2783.365967
	Iteration 15Q: 3 clusters Score -1241375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1241421.375000 Penalty: 2783.365967
	Iteration 16Q: 3 clusters Score -1241421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1241469.500000 Penalty: 2783.365967
	Iteration 17Q: 3 clusters Score -1241470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1241504.250000 Penalty: 2783.365967
	Iteration 18Q: 3 clusters Score -1241504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1241529.625000 Penalty: 2783.365967
	Iteration 19Q: 3 clusters Score -1241530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1241545.125000 Penalty: 2783.365967
	Iteration 20F: 3 clusters Score -1241545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1241563.250000 Penalty: 2783.365967
	Iteration 21Q: 3 clusters Score -1241563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1241578.875000 Penalty: 2783.365967
	Iteration 22Q: 3 clusters Score -1241579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1241594.500000 Penalty: 2783.365967
	Iteration 23Q: 3 clusters Score -1241594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1241604.500000 Penalty: 2783.365967
	Iteration 24Q: 3 clusters Score -1241604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1241617.625000 Penalty: 2783.365967
	Iteration 25Q: 3 clusters Score -1241618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1241621.375000 Penalty: 2783.365967
	Iteration 26Q: 3 clusters Score -1241621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1241629.750000 Penalty: 2783.365967
	Iteration 27Q: 3 clusters Score -1241630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1241641.375000 Penalty: 2783.365967
	Iteration 28Q: 3 clusters Score -1241641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1241642.125000 Penalty: 2783.365967
	Iteration 29Q: 3 clusters Score -1241642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1241647.875000 Penalty: 2783.365967
	Iteration 30Q: 3 clusters Score -1241648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1241652.500000 Penalty: 2783.365967
	Iteration 31Q: 3 clusters Score -1241652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1241653.625000 Penalty: 2783.365967
	Iteration 32Q: 3 clusters Score -1241654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1241655.375000 Penalty: 2783.365967
	Iteration 33Q: 3 clusters Score -1241655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1241655.375000 Penalty: 2783.365967
	Iteration 34F: 3 clusters Score -1241655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (112977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Entering Unmasked Estep 
Score: -13063226.000000 Penalty: 1731.278931
	Iteration 0F: 2 clusters Score -1.306323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -12995141.000000 Penalty: 3462.557861
	Iteration 0F: 3 clusters Score -1.299514e+07 nChanged 53775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -13027327.000000 Penalty: 3462.557861
	Iteration 1F: 3 clusters Score -1.302733e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -13029935.000000 Penalty: 3462.557861
	Iteration 2Q: 3 clusters Score -1.302994e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -13033551.000000 Penalty: 3462.557861
	Iteration 3F: 3 clusters Score -1.303355e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -13038213.000000 Penalty: 3462.557861
	Iteration 4F: 3 clusters Score -1.303821e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -13043339.000000 Penalty: 3462.557861
	Iteration 5F: 3 clusters Score -1.304334e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -13047980.000000 Penalty: 3462.557861
	Iteration 6F: 3 clusters Score -1.304798e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -13051832.000000 Penalty: 3462.557861
	Iteration 7F: 3 clusters Score -1.305183e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -13054736.000000 Penalty: 3462.557861
	Iteration 8Q: 3 clusters Score -1.305474e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -13056706.000000 Penalty: 3462.557861
	Iteration 9Q: 3 clusters Score -1.305671e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -13058219.000000 Penalty: 3462.557861
	Iteration 10Q: 3 clusters Score -1.305822e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -13059196.000000 Penalty: 3462.557861
	Iteration 11Q: 3 clusters Score -1.30592e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -13060179.000000 Penalty: 3462.557861
	Iteration 12Q: 3 clusters Score -1.306018e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -13061005.000000 Penalty: 3462.557861
	Iteration 13Q: 3 clusters Score -1.3061e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -13061686.000000 Penalty: 3462.557861
	Iteration 14Q: 3 clusters Score -1.306169e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -13062394.000000 Penalty: 3462.557861
	Iteration 15Q: 3 clusters Score -1.306239e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -13062981.000000 Penalty: 3462.557861
	Iteration 16Q: 3 clusters Score -1.306298e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -13063453.000000 Penalty: 3462.557861
	Iteration 17Q: 3 clusters Score -1.306345e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -13063932.000000 Penalty: 3462.557861
	Iteration 18Q: 3 clusters Score -1.306393e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -13064233.000000 Penalty: 3462.557861
	Iteration 19Q: 3 clusters Score -1.306423e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -13064415.000000 Penalty: 3462.557861
	Iteration 20F: 3 clusters Score -1.306442e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -13064632.000000 Penalty: 3462.557861
	Iteration 21Q: 3 clusters Score -1.306463e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -13064755.000000 Penalty: 3462.557861
	Iteration 22Q: 3 clusters Score -1.306476e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -13064892.000000 Penalty: 3462.557861
	Iteration 23Q: 3 clusters Score -1.306489e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -13065093.000000 Penalty: 3462.557861
	Iteration 24Q: 3 clusters Score -1.306509e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -13065170.000000 Penalty: 3462.557861
	Iteration 25Q: 3 clusters Score -1.306517e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -13065255.000000 Penalty: 3462.557861
	Iteration 26Q: 3 clusters Score -1.306526e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -13065433.000000 Penalty: 3462.557861
	Iteration 27Q: 3 clusters Score -1.306543e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -13065599.000000 Penalty: 3462.557861
	Iteration 28Q: 3 clusters Score -1.30656e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -13065646.000000 Penalty: 3462.557861
	Iteration 29Q: 3 clusters Score -1.306565e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -13065739.000000 Penalty: 3462.557861
	Iteration 30Q: 3 clusters Score -1.306574e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -13065808.000000 Penalty: 3462.557861
	Iteration 31Q: 3 clusters Score -1.306581e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -13065881.000000 Penalty: 3462.557861
	Iteration 32Q: 3 clusters Score -1.306588e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -13065987.000000 Penalty: 3462.557861
	Iteration 33Q: 3 clusters Score -1.306599e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -13066103.000000 Penalty: 3462.557861
	Iteration 34Q: 3 clusters Score -1.30661e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -13066218.000000 Penalty: 3462.557861
	Iteration 35Q: 3 clusters Score -1.306622e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -13066345.000000 Penalty: 3462.557861
	Iteration 36Q: 3 clusters Score -1.306634e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -13066392.000000 Penalty: 3462.557861
	Iteration 37Q: 3 clusters Score -1.306639e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97096 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -13066498.000000 Penalty: 3462.557861
	Iteration 38Q: 3 clusters Score -1.30665e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -13066537.000000 Penalty: 3462.557861
	Iteration 39Q: 3 clusters Score -1.306654e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -13066659.000000 Penalty: 3462.557861
	Iteration 40F: 3 clusters Score -1.306666e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -13066719.000000 Penalty: 3462.557861
	Iteration 41Q: 3 clusters Score -1.306672e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -13066799.000000 Penalty: 3462.557861
	Iteration 42Q: 3 clusters Score -1.30668e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -13066837.000000 Penalty: 3462.557861
	Iteration 43Q: 3 clusters Score -1.306684e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -13066894.000000 Penalty: 3462.557861
	Iteration 44Q: 3 clusters Score -1.306689e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -13066976.000000 Penalty: 3462.557861
	Iteration 45Q: 3 clusters Score -1.306698e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -13067078.000000 Penalty: 3462.557861
	Iteration 46Q: 3 clusters Score -1.306708e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -13067143.000000 Penalty: 3462.557861
	Iteration 47Q: 3 clusters Score -1.306714e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -13067185.000000 Penalty: 3462.557861
	Iteration 48Q: 3 clusters Score -1.306718e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -13067228.000000 Penalty: 3462.557861
	Iteration 49Q: 3 clusters Score -1.306723e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -13067257.000000 Penalty: 3462.557861
	Iteration 50Q: 3 clusters Score -1.306726e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102769 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -13067344.000000 Penalty: 3462.557861
	Iteration 51Q: 3 clusters Score -1.306734e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -13067333.000000 Penalty: 3462.557861
	Iteration 52Q: 3 clusters Score -1.306733e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -13067365.000000 Penalty: 3462.557861
	Iteration 53Q: 3 clusters Score -1.306736e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -13067378.000000 Penalty: 3462.557861
	Iteration 54Q: 3 clusters Score -1.306738e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -13067394.000000 Penalty: 3462.557861
	Iteration 55Q: 3 clusters Score -1.306739e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -13067355.000000 Penalty: 3462.557861
	Iteration 56Q: 3 clusters Score -1.306736e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -13067364.000000 Penalty: 3462.557861
	Iteration 57Q: 3 clusters Score -1.306736e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -13067366.000000 Penalty: 3462.557861
	Iteration 58Q: 3 clusters Score -1.306737e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -13067411.000000 Penalty: 3462.557861
	Iteration 59Q: 3 clusters Score -1.306741e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -13067436.000000 Penalty: 3462.557861
	Iteration 60F: 3 clusters Score -1.306744e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -13067431.000000 Penalty: 3462.557861
	Iteration 61Q: 3 clusters Score -1.306743e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -13067404.000000 Penalty: 3462.557861
	Iteration 62Q: 3 clusters Score -1.30674e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -13067379.000000 Penalty: 3462.557861
	Iteration 63Q: 3 clusters Score -1.306738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -13067391.000000 Penalty: 3462.557861
	Iteration 64Q: 3 clusters Score -1.306739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -13067382.000000 Penalty: 3462.557861
	Iteration 65Q: 3 clusters Score -1.306738e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -13067387.000000 Penalty: 3462.557861
	Iteration 66Q: 3 clusters Score -1.306739e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -13067371.000000 Penalty: 3462.557861
	Iteration 67Q: 3 clusters Score -1.306737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -13067379.000000 Penalty: 3462.557861
	Iteration 68Q: 3 clusters Score -1.306738e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -13067392.000000 Penalty: 3462.557861
	Iteration 69Q: 3 clusters Score -1.306739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -13067389.000000 Penalty: 3462.557861
	Iteration 70Q: 3 clusters Score -1.306739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -13067374.000000 Penalty: 3462.557861
	Iteration 71Q: 3 clusters Score -1.306737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -13067366.000000 Penalty: 3462.557861
	Iteration 72Q: 3 clusters Score -1.306737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -13067374.000000 Penalty: 3462.557861
	Iteration 73Q: 3 clusters Score -1.306737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -13067375.000000 Penalty: 3462.557861
	Iteration 74Q: 3 clusters Score -1.306738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -13067392.000000 Penalty: 3462.557861
	Iteration 75Q: 3 clusters Score -1.306739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -13067394.000000 Penalty: 3462.557861
	Iteration 76Q: 3 clusters Score -1.306739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105467 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -13067398.000000 Penalty: 3462.557861
	Iteration 77Q: 3 clusters Score -1.30674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -13067387.000000 Penalty: 3462.557861
	Iteration 78Q: 3 clusters Score -1.306739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -13067398.000000 Penalty: 3462.557861
	Iteration 79Q: 3 clusters Score -1.30674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -13067399.000000 Penalty: 3462.557861
	Iteration 80F: 3 clusters Score -1.30674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -13067395.000000 Penalty: 3462.557861
	Iteration 81Q: 3 clusters Score -1.30674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -13067399.000000 Penalty: 3462.557861
	Iteration 82Q: 3 clusters Score -1.30674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -13067391.000000 Penalty: 3462.557861
	Iteration 83Q: 3 clusters Score -1.306739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -13067401.000000 Penalty: 3462.557861
	Iteration 84Q: 3 clusters Score -1.30674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -13067404.000000 Penalty: 3462.557861
	Iteration 85Q: 3 clusters Score -1.30674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -13067409.000000 Penalty: 3462.557861
	Iteration 86Q: 3 clusters Score -1.306741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -13067403.000000 Penalty: 3462.557861
	Iteration 87Q: 3 clusters Score -1.30674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -13067403.000000 Penalty: 3462.557861
	Iteration 88F: 3 clusters Score -1.30674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 105511 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Mstep: Class 51 contains 15403 members 
Mstep: Class 52 contains 280 members 
Mstep: Class 53 contains 48820 members 
Mstep: Class 54 contains 7466 members 
Entering Unmasked Estep 
Score: -111074248.000000 Penalty: 111040.804688
Splitting cluster 35 changes total score from -111022336.000000 to -111074248.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 36 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -635761.437500 Penalty: 1286.017578
	Iteration 0F: 2 clusters Score -635761.4 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 2794 members 
Entering Unmasked Estep 
Score: -631714.375000 Penalty: 2572.035156
	Iteration 0F: 3 clusters Score -631714.4 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -633020.875000 Penalty: 2572.035156
	Iteration 1F: 3 clusters Score -633020.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -633268.187500 Penalty: 2572.035156
	Iteration 2F: 3 clusters Score -633268.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -633459.687500 Penalty: 2572.035156
	Iteration 3F: 3 clusters Score -633459.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -633598.000000 Penalty: 2572.035156
	Iteration 4Q: 3 clusters Score -633598 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -633716.125000 Penalty: 2572.035156
	Iteration 5Q: 3 clusters Score -633716.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -633801.250000 Penalty: 2572.035156
	Iteration 6Q: 3 clusters Score -633801.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -633888.062500 Penalty: 2572.035156
	Iteration 7Q: 3 clusters Score -633888.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -633976.687500 Penalty: 2572.035156
	Iteration 8Q: 3 clusters Score -633976.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -634054.750000 Penalty: 2572.035156
	Iteration 9Q: 3 clusters Score -634054.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -634140.812500 Penalty: 2572.035156
	Iteration 10Q: 3 clusters Score -634140.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -634225.625000 Penalty: 2572.035156
	Iteration 11Q: 3 clusters Score -634225.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -634287.375000 Penalty: 2572.035156
	Iteration 12Q: 3 clusters Score -634287.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -634344.562500 Penalty: 2572.035156
	Iteration 13Q: 3 clusters Score -634344.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -634396.562500 Penalty: 2572.035156
	Iteration 14Q: 3 clusters Score -634396.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -634433.625000 Penalty: 2572.035156
	Iteration 15Q: 3 clusters Score -634433.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -634458.625000 Penalty: 2572.035156
	Iteration 16Q: 3 clusters Score -634458.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -634476.312500 Penalty: 2572.035156
	Iteration 17Q: 3 clusters Score -634476.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -634493.500000 Penalty: 2572.035156
	Iteration 18Q: 3 clusters Score -634493.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -634503.562500 Penalty: 2572.035156
	Iteration 19Q: 3 clusters Score -634503.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -634517.000000 Penalty: 2572.035156
	Iteration 20F: 3 clusters Score -634517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -634522.812500 Penalty: 2572.035156
	Iteration 21Q: 3 clusters Score -634522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -634527.437500 Penalty: 2572.035156
	Iteration 22Q: 3 clusters Score -634527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -634529.500000 Penalty: 2572.035156
	Iteration 23Q: 3 clusters Score -634529.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -634530.812500 Penalty: 2572.035156
	Iteration 24Q: 3 clusters Score -634530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -634533.687500 Penalty: 2572.035156
	Iteration 25Q: 3 clusters Score -634533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -634536.375000 Penalty: 2572.035156
	Iteration 26Q: 3 clusters Score -634536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -634537.062500 Penalty: 2572.035156
	Iteration 27Q: 3 clusters Score -634537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -634539.062500 Penalty: 2572.035156
	Iteration 28Q: 3 clusters Score -634539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -634539.312500 Penalty: 2572.035156
	Iteration 29Q: 3 clusters Score -634539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -634540.562500 Penalty: 2572.035156
	Iteration 30Q: 3 clusters Score -634540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -634539.500000 Penalty: 2572.035156
	Iteration 31Q: 3 clusters Score -634539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -634540.000000 Penalty: 2572.035156
	Iteration 32Q: 3 clusters Score -634540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -634540.500000 Penalty: 2572.035156
	Iteration 33Q: 3 clusters Score -634540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -634540.500000 Penalty: 2572.035156
	Iteration 34F: 3 clusters Score -634540.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -49376.097656 Penalty: 966.944397
	Iteration 0F: 2 clusters Score -49376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48490.921875 Penalty: 1933.888794
	Iteration 0F: 3 clusters Score -48490.92 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48921.894531 Penalty: 1933.888794
	Iteration 1F: 3 clusters Score -48921.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49180.437500 Penalty: 1933.888794
	Iteration 2F: 3 clusters Score -49180.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49410.914062 Penalty: 1933.888794
	Iteration 3F: 3 clusters Score -49410.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49567.906250 Penalty: 1933.888794
	Iteration 4F: 3 clusters Score -49567.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49722.917969 Penalty: 1933.888794
	Iteration 5Q: 3 clusters Score -49722.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -49837.296875 Penalty: 1933.888794
	Iteration 6Q: 3 clusters Score -49837.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49868.570312 Penalty: 1933.888794
	Iteration 7Q: 3 clusters Score -49868.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49880.761719 Penalty: 1933.888794
	Iteration 8Q: 3 clusters Score -49880.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49887.835938 Penalty: 1933.888794
	Iteration 9Q: 3 clusters Score -49887.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49900.570312 Penalty: 1933.888794
	Iteration 10Q: 3 clusters Score -49900.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49912.546875 Penalty: 1933.888794
	Iteration 11Q: 3 clusters Score -49912.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49920.859375 Penalty: 1933.888794
	Iteration 12Q: 3 clusters Score -49920.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49924.949219 Penalty: 1933.888794
	Iteration 13Q: 3 clusters Score -49924.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49924.949219 Penalty: 1933.888794
	Iteration 14F: 3 clusters Score -49924.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 105511 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 302 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 10027 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Mstep: Class 51 contains 15403 members 
Mstep: Class 52 contains 280 members 
Mstep: Class 53 contains 48820 members 
Mstep: Class 54 contains 7466 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
Score: -111073632.000000 Penalty: 113097.117188
Splitting cluster 37 changes total score from -111022336.000000 to -111073632.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 38 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -462866.000000 Penalty: 1237.465576
	Iteration 0F: 2 clusters Score -462866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -459726.093750 Penalty: 2474.931152
	Iteration 0F: 3 clusters Score -459726.1 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -460613.750000 Penalty: 2474.931152
	Iteration 1F: 3 clusters Score -460613.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -460813.156250 Penalty: 2474.931152
	Iteration 2F: 3 clusters Score -460813.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -460921.312500 Penalty: 2474.931152
	Iteration 3Q: 3 clusters Score -460921.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -460991.625000 Penalty: 2474.931152
	Iteration 4Q: 3 clusters Score -460991.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -461047.750000 Penalty: 2474.931152
	Iteration 5Q: 3 clusters Score -461047.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -461091.031250 Penalty: 2474.931152
	Iteration 6Q: 3 clusters Score -461091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -461126.562500 Penalty: 2474.931152
	Iteration 7Q: 3 clusters Score -461126.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -461152.281250 Penalty: 2474.931152
	Iteration 8Q: 3 clusters Score -461152.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -461183.625000 Penalty: 2474.931152
	Iteration 9Q: 3 clusters Score -461183.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -461215.343750 Penalty: 2474.931152
	Iteration 10Q: 3 clusters Score -461215.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -461244.906250 Penalty: 2474.931152
	Iteration 11Q: 3 clusters Score -461244.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -461268.718750 Penalty: 2474.931152
	Iteration 12Q: 3 clusters Score -461268.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -461293.781250 Penalty: 2474.931152
	Iteration 13Q: 3 clusters Score -461293.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -461318.531250 Penalty: 2474.931152
	Iteration 14Q: 3 clusters Score -461318.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -461341.218750 Penalty: 2474.931152
	Iteration 15Q: 3 clusters Score -461341.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -461367.593750 Penalty: 2474.931152
	Iteration 16Q: 3 clusters Score -461367.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -461393.593750 Penalty: 2474.931152
	Iteration 17Q: 3 clusters Score -461393.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -461415.468750 Penalty: 2474.931152
	Iteration 18Q: 3 clusters Score -461415.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -461445.375000 Penalty: 2474.931152
	Iteration 19Q: 3 clusters Score -461445.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -461481.343750 Penalty: 2474.931152
	Iteration 20F: 3 clusters Score -461481.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -461513.687500 Penalty: 2474.931152
	Iteration 21Q: 3 clusters Score -461513.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -461542.375000 Penalty: 2474.931152
	Iteration 22Q: 3 clusters Score -461542.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -461562.718750 Penalty: 2474.931152
	Iteration 23Q: 3 clusters Score -461562.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -461583.687500 Penalty: 2474.931152
	Iteration 24Q: 3 clusters Score -461583.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -461598.093750 Penalty: 2474.931152
	Iteration 25Q: 3 clusters Score -461598.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -461615.468750 Penalty: 2474.931152
	Iteration 26Q: 3 clusters Score -461615.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -461629.718750 Penalty: 2474.931152
	Iteration 27Q: 3 clusters Score -461629.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -461645.906250 Penalty: 2474.931152
	Iteration 28Q: 3 clusters Score -461645.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -461656.375000 Penalty: 2474.931152
	Iteration 29Q: 3 clusters Score -461656.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -461664.250000 Penalty: 2474.931152
	Iteration 30Q: 3 clusters Score -461664.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -461676.187500 Penalty: 2474.931152
	Iteration 31Q: 3 clusters Score -461676.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -461690.218750 Penalty: 2474.931152
	Iteration 32Q: 3 clusters Score -461690.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -461706.000000 Penalty: 2474.931152
	Iteration 33Q: 3 clusters Score -461706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -461725.562500 Penalty: 2474.931152
	Iteration 34Q: 3 clusters Score -461725.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -461745.625000 Penalty: 2474.931152
	Iteration 35Q: 3 clusters Score -461745.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -461759.468750 Penalty: 2474.931152
	Iteration 36Q: 3 clusters Score -461759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -461768.968750 Penalty: 2474.931152
	Iteration 37Q: 3 clusters Score -461769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -461775.906250 Penalty: 2474.931152
	Iteration 38Q: 3 clusters Score -461775.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -461782.875000 Penalty: 2474.931152
	Iteration 39Q: 3 clusters Score -461782.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -461790.531250 Penalty: 2474.931152
	Iteration 40F: 3 clusters Score -461790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -461792.656250 Penalty: 2474.931152
	Iteration 41Q: 3 clusters Score -461792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -461792.406250 Penalty: 2474.931152
	Iteration 42Q: 3 clusters Score -461792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -461793.562500 Penalty: 2474.931152
	Iteration 43Q: 3 clusters Score -461793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -461794.468750 Penalty: 2474.931152
	Iteration 44Q: 3 clusters Score -461794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -461795.687500 Penalty: 2474.931152
	Iteration 45Q: 3 clusters Score -461795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -461796.593750 Penalty: 2474.931152
	Iteration 46Q: 3 clusters Score -461796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -461800.093750 Penalty: 2474.931152
	Iteration 47Q: 3 clusters Score -461800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -461802.562500 Penalty: 2474.931152
	Iteration 48Q: 3 clusters Score -461802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -461805.687500 Penalty: 2474.931152
	Iteration 49Q: 3 clusters Score -461805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -461808.218750 Penalty: 2474.931152
	Iteration 50Q: 3 clusters Score -461808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -461811.093750 Penalty: 2474.931152
	Iteration 51Q: 3 clusters Score -461811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -461814.281250 Penalty: 2474.931152
	Iteration 52Q: 3 clusters Score -461814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -461815.500000 Penalty: 2474.931152
	Iteration 53Q: 3 clusters Score -461815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -461815.000000 Penalty: 2474.931152
	Iteration 54Q: 3 clusters Score -461815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -461816.000000 Penalty: 2474.931152
	Iteration 55Q: 3 clusters Score -461816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -461818.343750 Penalty: 2474.931152
	Iteration 56Q: 3 clusters Score -461818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -461822.062500 Penalty: 2474.931152
	Iteration 57Q: 3 clusters Score -461822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -461826.125000 Penalty: 2474.931152
	Iteration 58Q: 3 clusters Score -461826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -461826.406250 Penalty: 2474.931152
	Iteration 59Q: 3 clusters Score -461826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -461829.500000 Penalty: 2474.931152
	Iteration 60F: 3 clusters Score -461829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -461830.687500 Penalty: 2474.931152
	Iteration 61Q: 3 clusters Score -461830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461832.000000 Penalty: 2474.931152
	Iteration 62Q: 3 clusters Score -461832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461833.218750 Penalty: 2474.931152
	Iteration 63Q: 3 clusters Score -461833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461833.375000 Penalty: 2474.931152
	Iteration 64Q: 3 clusters Score -461833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461833.375000 Penalty: 2474.931152
	Iteration 65F: 3 clusters Score -461833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -412459.437500 Penalty: 1226.208618
	Iteration 0F: 2 clusters Score -412459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -409570.156250 Penalty: 2452.417236
	Iteration 0F: 3 clusters Score -409570.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -410436.218750 Penalty: 2452.417236
	Iteration 1F: 3 clusters Score -410436.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -410654.656250 Penalty: 2452.417236
	Iteration 2F: 3 clusters Score -410654.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -410769.812500 Penalty: 2452.417236
	Iteration 3Q: 3 clusters Score -410769.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -410851.781250 Penalty: 2452.417236
	Iteration 4Q: 3 clusters Score -410851.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410919.375000 Penalty: 2452.417236
	Iteration 5Q: 3 clusters Score -410919.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -410979.312500 Penalty: 2452.417236
	Iteration 6Q: 3 clusters Score -410979.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -411029.875000 Penalty: 2452.417236
	Iteration 7Q: 3 clusters Score -411029.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -411068.750000 Penalty: 2452.417236
	Iteration 8Q: 3 clusters Score -411068.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -411105.500000 Penalty: 2452.417236
	Iteration 9Q: 3 clusters Score -411105.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -411131.656250 Penalty: 2452.417236
	Iteration 10Q: 3 clusters Score -411131.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -411148.843750 Penalty: 2452.417236
	Iteration 11Q: 3 clusters Score -411148.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -411161.906250 Penalty: 2452.417236
	Iteration 12Q: 3 clusters Score -411161.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -411177.375000 Penalty: 2452.417236
	Iteration 13Q: 3 clusters Score -411177.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -411190.156250 Penalty: 2452.417236
	Iteration 14Q: 3 clusters Score -411190.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -411209.937500 Penalty: 2452.417236
	Iteration 15Q: 3 clusters Score -411209.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -411225.906250 Penalty: 2452.417236
	Iteration 16Q: 3 clusters Score -411225.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -411241.156250 Penalty: 2452.417236
	Iteration 17Q: 3 clusters Score -411241.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -411253.843750 Penalty: 2452.417236
	Iteration 18Q: 3 clusters Score -411253.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -411260.625000 Penalty: 2452.417236
	Iteration 19Q: 3 clusters Score -411260.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -411269.750000 Penalty: 2452.417236
	Iteration 20F: 3 clusters Score -411269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -411278.593750 Penalty: 2452.417236
	Iteration 21Q: 3 clusters Score -411278.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -411287.218750 Penalty: 2452.417236
	Iteration 22Q: 3 clusters Score -411287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -411296.687500 Penalty: 2452.417236
	Iteration 23Q: 3 clusters Score -411296.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -411301.875000 Penalty: 2452.417236
	Iteration 24Q: 3 clusters Score -411301.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -411308.437500 Penalty: 2452.417236
	Iteration 25Q: 3 clusters Score -411308.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -411316.906250 Penalty: 2452.417236
	Iteration 26Q: 3 clusters Score -411316.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -411321.718750 Penalty: 2452.417236
	Iteration 27Q: 3 clusters Score -411321.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -411328.875000 Penalty: 2452.417236
	Iteration 28Q: 3 clusters Score -411328.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -411336.406250 Penalty: 2452.417236
	Iteration 29Q: 3 clusters Score -411336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -411344.125000 Penalty: 2452.417236
	Iteration 30Q: 3 clusters Score -411344.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -411350.250000 Penalty: 2452.417236
	Iteration 31Q: 3 clusters Score -411350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -411356.937500 Penalty: 2452.417236
	Iteration 32Q: 3 clusters Score -411356.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411362.062500 Penalty: 2452.417236
	Iteration 33Q: 3 clusters Score -411362.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -411367.750000 Penalty: 2452.417236
	Iteration 34Q: 3 clusters Score -411367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -411371.562500 Penalty: 2452.417236
	Iteration 35Q: 3 clusters Score -411371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -411373.406250 Penalty: 2452.417236
	Iteration 36Q: 3 clusters Score -411373.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -411376.062500 Penalty: 2452.417236
	Iteration 37Q: 3 clusters Score -411376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -411377.281250 Penalty: 2452.417236
	Iteration 38Q: 3 clusters Score -411377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -411379.125000 Penalty: 2452.417236
	Iteration 39Q: 3 clusters Score -411379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -411381.625000 Penalty: 2452.417236
	Iteration 40F: 3 clusters Score -411381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -411383.062500 Penalty: 2452.417236
	Iteration 41Q: 3 clusters Score -411383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -411384.562500 Penalty: 2452.417236
	Iteration 42Q: 3 clusters Score -411384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -411389.000000 Penalty: 2452.417236
	Iteration 43Q: 3 clusters Score -411389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -411391.031250 Penalty: 2452.417236
	Iteration 44Q: 3 clusters Score -411391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -411393.125000 Penalty: 2452.417236
	Iteration 45Q: 3 clusters Score -411393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -411395.125000 Penalty: 2452.417236
	Iteration 46Q: 3 clusters Score -411395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -411395.218750 Penalty: 2452.417236
	Iteration 47Q: 3 clusters Score -411395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -411398.000000 Penalty: 2452.417236
	Iteration 48Q: 3 clusters Score -411398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -411403.968750 Penalty: 2452.417236
	Iteration 49Q: 3 clusters Score -411404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -411407.625000 Penalty: 2452.417236
	Iteration 50Q: 3 clusters Score -411407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -411409.000000 Penalty: 2452.417236
	Iteration 51Q: 3 clusters Score -411409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -411411.593750 Penalty: 2452.417236
	Iteration 52Q: 3 clusters Score -411411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -411413.468750 Penalty: 2452.417236
	Iteration 53Q: 3 clusters Score -411413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -411413.281250 Penalty: 2452.417236
	Iteration 54Q: 3 clusters Score -411413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -411414.218750 Penalty: 2452.417236
	Iteration 55Q: 3 clusters Score -411414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -411414.218750 Penalty: 2452.417236
	Iteration 56F: 3 clusters Score -411414.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -294849.187500 Penalty: 1194.488525
	Iteration 0F: 2 clusters Score -294849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -292376.000000 Penalty: 2388.977051
	Iteration 0F: 3 clusters Score -292376 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -293085.281250 Penalty: 2388.977051
	Iteration 1F: 3 clusters Score -293085.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -293269.093750 Penalty: 2388.977051
	Iteration 2F: 3 clusters Score -293269.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -293385.093750 Penalty: 2388.977051
	Iteration 3F: 3 clusters Score -293385.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -293507.406250 Penalty: 2388.977051
	Iteration 4Q: 3 clusters Score -293507.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -293656.218750 Penalty: 2388.977051
	Iteration 5Q: 3 clusters Score -293656.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -293792.062500 Penalty: 2388.977051
	Iteration 6Q: 3 clusters Score -293792.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -293914.437500 Penalty: 2388.977051
	Iteration 7Q: 3 clusters Score -293914.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -294008.375000 Penalty: 2388.977051
	Iteration 8Q: 3 clusters Score -294008.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -294077.781250 Penalty: 2388.977051
	Iteration 9Q: 3 clusters Score -294077.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -294144.218750 Penalty: 2388.977051
	Iteration 10Q: 3 clusters Score -294144.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -294212.812500 Penalty: 2388.977051
	Iteration 11Q: 3 clusters Score -294212.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -294265.343750 Penalty: 2388.977051
	Iteration 12Q: 3 clusters Score -294265.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -294323.875000 Penalty: 2388.977051
	Iteration 13Q: 3 clusters Score -294323.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -294382.468750 Penalty: 2388.977051
	Iteration 14Q: 3 clusters Score -294382.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -294430.437500 Penalty: 2388.977051
	Iteration 15Q: 3 clusters Score -294430.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -294465.593750 Penalty: 2388.977051
	Iteration 16Q: 3 clusters Score -294465.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -294496.187500 Penalty: 2388.977051
	Iteration 17Q: 3 clusters Score -294496.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -294520.625000 Penalty: 2388.977051
	Iteration 18Q: 3 clusters Score -294520.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -294538.250000 Penalty: 2388.977051
	Iteration 19Q: 3 clusters Score -294538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -294555.406250 Penalty: 2388.977051
	Iteration 20F: 3 clusters Score -294555.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -294563.906250 Penalty: 2388.977051
	Iteration 21Q: 3 clusters Score -294563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -294572.250000 Penalty: 2388.977051
	Iteration 22Q: 3 clusters Score -294572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -294584.125000 Penalty: 2388.977051
	Iteration 23Q: 3 clusters Score -294584.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -294593.281250 Penalty: 2388.977051
	Iteration 24Q: 3 clusters Score -294593.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -294602.468750 Penalty: 2388.977051
	Iteration 25Q: 3 clusters Score -294602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -294609.968750 Penalty: 2388.977051
	Iteration 26Q: 3 clusters Score -294610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -294617.125000 Penalty: 2388.977051
	Iteration 27Q: 3 clusters Score -294617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -294622.375000 Penalty: 2388.977051
	Iteration 28Q: 3 clusters Score -294622.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -294627.125000 Penalty: 2388.977051
	Iteration 29Q: 3 clusters Score -294627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -294636.687500 Penalty: 2388.977051
	Iteration 30Q: 3 clusters Score -294636.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -294643.093750 Penalty: 2388.977051
	Iteration 31Q: 3 clusters Score -294643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -294646.281250 Penalty: 2388.977051
	Iteration 32Q: 3 clusters Score -294646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -294649.156250 Penalty: 2388.977051
	Iteration 33Q: 3 clusters Score -294649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -294652.000000 Penalty: 2388.977051
	Iteration 34Q: 3 clusters Score -294652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -294656.093750 Penalty: 2388.977051
	Iteration 35Q: 3 clusters Score -294656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -294657.437500 Penalty: 2388.977051
	Iteration 36Q: 3 clusters Score -294657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -294658.437500 Penalty: 2388.977051
	Iteration 37Q: 3 clusters Score -294658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -294658.781250 Penalty: 2388.977051
	Iteration 38Q: 3 clusters Score -294658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -294658.687500 Penalty: 2388.977051
	Iteration 39Q: 3 clusters Score -294658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -294659.687500 Penalty: 2388.977051
	Iteration 40F: 3 clusters Score -294659.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1166173.000000 Penalty: 1370.899902
	Iteration 0F: 2 clusters Score -1166173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1159411.250000 Penalty: 2741.799805
	Iteration 0F: 3 clusters Score -1159411 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1161625.000000 Penalty: 2741.799805
	Iteration 1F: 3 clusters Score -1161625 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1162123.750000 Penalty: 2741.799805
	Iteration 2F: 3 clusters Score -1162124 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1162698.750000 Penalty: 2741.799805
	Iteration 3F: 3 clusters Score -1162699 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1163494.625000 Penalty: 2741.799805
	Iteration 4F: 3 clusters Score -1163495 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1164663.250000 Penalty: 2741.799805
	Iteration 5F: 3 clusters Score -1164663 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1165749.875000 Penalty: 2741.799805
	Iteration 6F: 3 clusters Score -1165750 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1166457.625000 Penalty: 2741.799805
	Iteration 7F: 3 clusters Score -1166458 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1166901.125000 Penalty: 2741.799805
	Iteration 8Q: 3 clusters Score -1166901 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1167229.250000 Penalty: 2741.799805
	Iteration 9Q: 3 clusters Score -1167229 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1167458.125000 Penalty: 2741.799805
	Iteration 10Q: 3 clusters Score -1167458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1167607.125000 Penalty: 2741.799805
	Iteration 11Q: 3 clusters Score -1167607 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1167719.375000 Penalty: 2741.799805
	Iteration 12Q: 3 clusters Score -1167719 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1167795.125000 Penalty: 2741.799805
	Iteration 13Q: 3 clusters Score -1167795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1167854.875000 Penalty: 2741.799805
	Iteration 14Q: 3 clusters Score -1167855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1167905.500000 Penalty: 2741.799805
	Iteration 15Q: 3 clusters Score -1167906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1167939.125000 Penalty: 2741.799805
	Iteration 16Q: 3 clusters Score -1167939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1167960.750000 Penalty: 2741.799805
	Iteration 17Q: 3 clusters Score -1167961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1167970.500000 Penalty: 2741.799805
	Iteration 18Q: 3 clusters Score -1167970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1167973.750000 Penalty: 2741.799805
	Iteration 19Q: 3 clusters Score -1167974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1167973.375000 Penalty: 2741.799805
	Iteration 20F: 3 clusters Score -1167973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1167975.375000 Penalty: 2741.799805
	Iteration 21Q: 3 clusters Score -1167975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1167973.000000 Penalty: 2741.799805
	Iteration 22Q: 3 clusters Score -1167973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1167973.000000 Penalty: 2741.799805
	Iteration 23Q: 3 clusters Score -1167973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1167973.875000 Penalty: 2741.799805
	Iteration 24Q: 3 clusters Score -1167974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1167973.875000 Penalty: 2741.799805
	Iteration 25Q: 3 clusters Score -1167974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1167974.875000 Penalty: 2741.799805
	Iteration 26Q: 3 clusters Score -1167975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1167974.125000 Penalty: 2741.799805
	Iteration 27Q: 3 clusters Score -1167974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1167973.250000 Penalty: 2741.799805
	Iteration 28Q: 3 clusters Score -1167973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1167973.625000 Penalty: 2741.799805
	Iteration 29Q: 3 clusters Score -1167974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1167974.000000 Penalty: 2741.799805
	Iteration 30Q: 3 clusters Score -1167974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1167974.000000 Penalty: 2741.799805
	Iteration 31F: 3 clusters Score -1167974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 105511 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 302 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 7603 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Mstep: Class 48 contains 1502 members 
Mstep: Class 49 contains 27531 members 
Mstep: Class 50 contains 4628 members 
Mstep: Class 51 contains 15403 members 
Mstep: Class 52 contains 280 members 
Mstep: Class 53 contains 48820 members 
Mstep: Class 54 contains 7466 members 
Mstep: Class 55 contains 362 members 
Mstep: Class 56 contains 2424 members 
Entering Unmasked Estep 
Score: -111074840.000000 Penalty: 115153.429688
Splitting cluster 41 changes total score from -111022336.000000 to -111074840.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 42 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -62563.187500 Penalty: 977.955688
	Iteration 0F: 2 clusters Score -62563.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61510.652344 Penalty: 1955.911377
	Iteration 0F: 3 clusters Score -61510.65 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61775.398438 Penalty: 1955.911377
	Iteration 1F: 3 clusters Score -61775.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61892.347656 Penalty: 1955.911377
	Iteration 2F: 3 clusters Score -61892.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61974.703125 Penalty: 1955.911377
	Iteration 3F: 3 clusters Score -61974.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62046.250000 Penalty: 1955.911377
	Iteration 4Q: 3 clusters Score -62046.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62094.093750 Penalty: 1955.911377
	Iteration 5Q: 3 clusters Score -62094.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62140.988281 Penalty: 1955.911377
	Iteration 6Q: 3 clusters Score -62140.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62159.136719 Penalty: 1955.911377
	Iteration 7Q: 3 clusters Score -62159.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62172.359375 Penalty: 1955.911377
	Iteration 8Q: 3 clusters Score -62172.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62182.339844 Penalty: 1955.911377
	Iteration 9Q: 3 clusters Score -62182.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62191.406250 Penalty: 1955.911377
	Iteration 10Q: 3 clusters Score -62191.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62203.789062 Penalty: 1955.911377
	Iteration 11Q: 3 clusters Score -62203.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62243.671875 Penalty: 1955.911377
	Iteration 12Q: 3 clusters Score -62243.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62275.785156 Penalty: 1955.911377
	Iteration 13Q: 3 clusters Score -62275.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62292.164062 Penalty: 1955.911377
	Iteration 14Q: 3 clusters Score -62292.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62316.351562 Penalty: 1955.911377
	Iteration 15Q: 3 clusters Score -62316.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62359.382812 Penalty: 1955.911377
	Iteration 16Q: 3 clusters Score -62359.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62389.527344 Penalty: 1955.911377
	Iteration 17Q: 3 clusters Score -62389.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -62422.121094 Penalty: 1955.911377
	Iteration 18Q: 3 clusters Score -62422.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62445.738281 Penalty: 1955.911377
	Iteration 19Q: 3 clusters Score -62445.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62454.113281 Penalty: 1955.911377
	Iteration 20F: 3 clusters Score -62454.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62460.808594 Penalty: 1955.911377
	Iteration 21Q: 3 clusters Score -62460.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62463.675781 Penalty: 1955.911377
	Iteration 22Q: 3 clusters Score -62463.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62463.675781 Penalty: 1955.911377
	Iteration 23F: 3 clusters Score -62463.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -989493.187500 Penalty: 1352.823608
	Iteration 0F: 2 clusters Score -989493.2 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 4406 members 
Entering Unmasked Estep 
Score: -983403.562500 Penalty: 2705.647217
	Iteration 0F: 3 clusters Score -983403.6 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -985387.250000 Penalty: 2705.647217
	Iteration 1F: 3 clusters Score -985387.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -985706.125000 Penalty: 2705.647217
	Iteration 2F: 3 clusters Score -985706.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -986014.375000 Penalty: 2705.647217
	Iteration 3F: 3 clusters Score -986014.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -986346.375000 Penalty: 2705.647217
	Iteration 4F: 3 clusters Score -986346.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -986725.125000 Penalty: 2705.647217
	Iteration 5F: 3 clusters Score -986725.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -987120.125000 Penalty: 2705.647217
	Iteration 6F: 3 clusters Score -987120.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -987511.437500 Penalty: 2705.647217
	Iteration 7F: 3 clusters Score -987511.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -987852.437500 Penalty: 2705.647217
	Iteration 8F: 3 clusters Score -987852.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -988099.625000 Penalty: 2705.647217
	Iteration 9Q: 3 clusters Score -988099.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -988280.437500 Penalty: 2705.647217
	Iteration 10Q: 3 clusters Score -988280.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -988409.312500 Penalty: 2705.647217
	Iteration 11Q: 3 clusters Score -988409.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -988500.625000 Penalty: 2705.647217
	Iteration 12Q: 3 clusters Score -988500.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -988577.812500 Penalty: 2705.647217
	Iteration 13Q: 3 clusters Score -988577.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -988639.000000 Penalty: 2705.647217
	Iteration 14Q: 3 clusters Score -988639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -988682.437500 Penalty: 2705.647217
	Iteration 15Q: 3 clusters Score -988682.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -988715.875000 Penalty: 2705.647217
	Iteration 16Q: 3 clusters Score -988715.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -988741.437500 Penalty: 2705.647217
	Iteration 17Q: 3 clusters Score -988741.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -988755.687500 Penalty: 2705.647217
	Iteration 18Q: 3 clusters Score -988755.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -988768.812500 Penalty: 2705.647217
	Iteration 19Q: 3 clusters Score -988768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -988780.625000 Penalty: 2705.647217
	Iteration 20F: 3 clusters Score -988780.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -988793.250000 Penalty: 2705.647217
	Iteration 21Q: 3 clusters Score -988793.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -988802.562500 Penalty: 2705.647217
	Iteration 22Q: 3 clusters Score -988802.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -988808.000000 Penalty: 2705.647217
	Iteration 23Q: 3 clusters Score -988808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -988813.500000 Penalty: 2705.647217
	Iteration 24Q: 3 clusters Score -988813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -988818.562500 Penalty: 2705.647217
	Iteration 25Q: 3 clusters Score -988818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -988826.250000 Penalty: 2705.647217
	Iteration 26Q: 3 clusters Score -988826.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -988832.500000 Penalty: 2705.647217
	Iteration 27Q: 3 clusters Score -988832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -988838.312500 Penalty: 2705.647217
	Iteration 28Q: 3 clusters Score -988838.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -988841.687500 Penalty: 2705.647217
	Iteration 29Q: 3 clusters Score -988841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -988845.812500 Penalty: 2705.647217
	Iteration 30Q: 3 clusters Score -988845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -988848.875000 Penalty: 2705.647217
	Iteration 31Q: 3 clusters Score -988848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -988859.437500 Penalty: 2705.647217
	Iteration 32Q: 3 clusters Score -988859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -988863.375000 Penalty: 2705.647217
	Iteration 33Q: 3 clusters Score -988863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -988868.437500 Penalty: 2705.647217
	Iteration 34Q: 3 clusters Score -988868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -988871.625000 Penalty: 2705.647217
	Iteration 35Q: 3 clusters Score -988871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -988873.312500 Penalty: 2705.647217
	Iteration 36Q: 3 clusters Score -988873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -988874.750000 Penalty: 2705.647217
	Iteration 37Q: 3 clusters Score -988874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -988876.687500 Penalty: 2705.647217
	Iteration 38Q: 3 clusters Score -988876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -988875.875000 Penalty: 2705.647217
	Iteration 39Q: 3 clusters Score -988875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -988874.375000 Penalty: 2705.647217
	Iteration 40F: 3 clusters Score -988874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -988876.187500 Penalty: 2705.647217
	Iteration 41Q: 3 clusters Score -988876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -988876.187500 Penalty: 2705.647217
	Iteration 42F: 3 clusters Score -988876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Entering Unmasked Estep 
Score: -1084283.875000 Penalty: 1367.218994
	Iteration 0F: 2 clusters Score -1084284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1077647.625000 Penalty: 2734.437988
	Iteration 0F: 3 clusters Score -1077648 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1079903.500000 Penalty: 2734.437988
	Iteration 1F: 3 clusters Score -1079904 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1080199.625000 Penalty: 2734.437988
	Iteration 2F: 3 clusters Score -1080200 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1080421.375000 Penalty: 2734.437988
	Iteration 3Q: 3 clusters Score -1080421 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1080606.875000 Penalty: 2734.437988
	Iteration 4Q: 3 clusters Score -1080607 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1080776.625000 Penalty: 2734.437988
	Iteration 5Q: 3 clusters Score -1080777 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1080917.125000 Penalty: 2734.437988
	Iteration 6Q: 3 clusters Score -1080917 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1081029.125000 Penalty: 2734.437988
	Iteration 7Q: 3 clusters Score -1081029 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1081140.500000 Penalty: 2734.437988
	Iteration 8Q: 3 clusters Score -1081140 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1081233.125000 Penalty: 2734.437988
	Iteration 9Q: 3 clusters Score -1081233 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1081329.625000 Penalty: 2734.437988
	Iteration 10Q: 3 clusters Score -1081330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1081435.750000 Penalty: 2734.437988
	Iteration 11Q: 3 clusters Score -1081436 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1081528.625000 Penalty: 2734.437988
	Iteration 12Q: 3 clusters Score -1081529 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1081614.375000 Penalty: 2734.437988
	Iteration 13Q: 3 clusters Score -1081614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1081687.375000 Penalty: 2734.437988
	Iteration 14Q: 3 clusters Score -1081687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1081784.500000 Penalty: 2734.437988
	Iteration 15Q: 3 clusters Score -1081784 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1081885.125000 Penalty: 2734.437988
	Iteration 16Q: 3 clusters Score -1081885 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1081985.750000 Penalty: 2734.437988
	Iteration 17Q: 3 clusters Score -1081986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1082090.000000 Penalty: 2734.437988
	Iteration 18Q: 3 clusters Score -1082090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1082191.500000 Penalty: 2734.437988
	Iteration 19Q: 3 clusters Score -1082192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1082290.000000 Penalty: 2734.437988
	Iteration 20F: 3 clusters Score -1082290 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1082384.875000 Penalty: 2734.437988
	Iteration 21Q: 3 clusters Score -1082385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1082456.625000 Penalty: 2734.437988
	Iteration 22Q: 3 clusters Score -1082457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1082521.125000 Penalty: 2734.437988
	Iteration 23Q: 3 clusters Score -1082521 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1082578.875000 Penalty: 2734.437988
	Iteration 24Q: 3 clusters Score -1082579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1082637.375000 Penalty: 2734.437988
	Iteration 25Q: 3 clusters Score -1082637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1082687.000000 Penalty: 2734.437988
	Iteration 26Q: 3 clusters Score -1082687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1082741.875000 Penalty: 2734.437988
	Iteration 27Q: 3 clusters Score -1082742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1082799.375000 Penalty: 2734.437988
	Iteration 28Q: 3 clusters Score -1082799 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1082856.750000 Penalty: 2734.437988
	Iteration 29Q: 3 clusters Score -1082857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1082903.500000 Penalty: 2734.437988
	Iteration 30Q: 3 clusters Score -1082904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1082946.000000 Penalty: 2734.437988
	Iteration 31Q: 3 clusters Score -1082946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1082987.375000 Penalty: 2734.437988
	Iteration 32Q: 3 clusters Score -1082987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1083029.750000 Penalty: 2734.437988
	Iteration 33Q: 3 clusters Score -1083030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1083054.375000 Penalty: 2734.437988
	Iteration 34Q: 3 clusters Score -1083054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1083076.250000 Penalty: 2734.437988
	Iteration 35Q: 3 clusters Score -1083076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1083100.500000 Penalty: 2734.437988
	Iteration 36Q: 3 clusters Score -1083100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1083122.250000 Penalty: 2734.437988
	Iteration 37Q: 3 clusters Score -1083122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1083139.000000 Penalty: 2734.437988
	Iteration 38Q: 3 clusters Score -1083139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1083158.875000 Penalty: 2734.437988
	Iteration 39Q: 3 clusters Score -1083159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1083173.000000 Penalty: 2734.437988
	Iteration 40F: 3 clusters Score -1083173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1083192.500000 Penalty: 2734.437988
	Iteration 41Q: 3 clusters Score -1083192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1083203.750000 Penalty: 2734.437988
	Iteration 42Q: 3 clusters Score -1083204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1083212.000000 Penalty: 2734.437988
	Iteration 43Q: 3 clusters Score -1083212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1083219.250000 Penalty: 2734.437988
	Iteration 44Q: 3 clusters Score -1083219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1083227.000000 Penalty: 2734.437988
	Iteration 45Q: 3 clusters Score -1083227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1083232.250000 Penalty: 2734.437988
	Iteration 46Q: 3 clusters Score -1083232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1083236.250000 Penalty: 2734.437988
	Iteration 47Q: 3 clusters Score -1083236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1083239.375000 Penalty: 2734.437988
	Iteration 48Q: 3 clusters Score -1083239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1083244.250000 Penalty: 2734.437988
	Iteration 49Q: 3 clusters Score -1083244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1083246.000000 Penalty: 2734.437988
	Iteration 50Q: 3 clusters Score -1083246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1083249.125000 Penalty: 2734.437988
	Iteration 51Q: 3 clusters Score -1083249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1083245.750000 Penalty: 2734.437988
	Iteration 52Q: 3 clusters Score -1083246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1083248.000000 Penalty: 2734.437988
	Iteration 53Q: 3 clusters Score -1083248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1083250.875000 Penalty: 2734.437988
	Iteration 54Q: 3 clusters Score -1083251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1083251.750000 Penalty: 2734.437988
	Iteration 55Q: 3 clusters Score -1083252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1083251.750000 Penalty: 2734.437988
	Iteration 56F: 3 clusters Score -1083252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Entering Unmasked Estep 
Score: -462982.718750 Penalty: 1239.919067
	Iteration 0F: 2 clusters Score -462982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -459774.000000 Penalty: 2479.838135
	Iteration 0F: 3 clusters Score -459774 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -460618.562500 Penalty: 2479.838135
	Iteration 1F: 3 clusters Score -460618.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -460852.937500 Penalty: 2479.838135
	Iteration 2F: 3 clusters Score -460852.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -460976.375000 Penalty: 2479.838135
	Iteration 3F: 3 clusters Score -460976.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -461041.687500 Penalty: 2479.838135
	Iteration 4Q: 3 clusters Score -461041.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -461081.875000 Penalty: 2479.838135
	Iteration 5Q: 3 clusters Score -461081.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -461106.062500 Penalty: 2479.838135
	Iteration 6Q: 3 clusters Score -461106.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -461135.156250 Penalty: 2479.838135
	Iteration 7Q: 3 clusters Score -461135.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -461168.531250 Penalty: 2479.838135
	Iteration 8Q: 3 clusters Score -461168.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -461212.406250 Penalty: 2479.838135
	Iteration 9Q: 3 clusters Score -461212.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -461247.406250 Penalty: 2479.838135
	Iteration 10Q: 3 clusters Score -461247.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -461282.750000 Penalty: 2479.838135
	Iteration 11Q: 3 clusters Score -461282.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -461315.343750 Penalty: 2479.838135
	Iteration 12Q: 3 clusters Score -461315.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -461334.062500 Penalty: 2479.838135
	Iteration 13Q: 3 clusters Score -461334.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -461355.218750 Penalty: 2479.838135
	Iteration 14Q: 3 clusters Score -461355.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -461375.000000 Penalty: 2479.838135
	Iteration 15Q: 3 clusters Score -461375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -461390.968750 Penalty: 2479.838135
	Iteration 16Q: 3 clusters Score -461391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -461410.656250 Penalty: 2479.838135
	Iteration 17Q: 3 clusters Score -461410.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -461424.562500 Penalty: 2479.838135
	Iteration 18Q: 3 clusters Score -461424.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -461442.031250 Penalty: 2479.838135
	Iteration 19Q: 3 clusters Score -461442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -461456.375000 Penalty: 2479.838135
	Iteration 20F: 3 clusters Score -461456.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -461472.625000 Penalty: 2479.838135
	Iteration 21Q: 3 clusters Score -461472.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -461496.656250 Penalty: 2479.838135
	Iteration 22Q: 3 clusters Score -461496.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -461519.281250 Penalty: 2479.838135
	Iteration 23Q: 3 clusters Score -461519.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -461542.281250 Penalty: 2479.838135
	Iteration 24Q: 3 clusters Score -461542.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -461566.406250 Penalty: 2479.838135
	Iteration 25Q: 3 clusters Score -461566.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -461589.000000 Penalty: 2479.838135
	Iteration 26Q: 3 clusters Score -461589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -461617.968750 Penalty: 2479.838135
	Iteration 27Q: 3 clusters Score -461618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -461638.406250 Penalty: 2479.838135
	Iteration 28Q: 3 clusters Score -461638.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -461659.000000 Penalty: 2479.838135
	Iteration 29Q: 3 clusters Score -461659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -461673.625000 Penalty: 2479.838135
	Iteration 30Q: 3 clusters Score -461673.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -461688.406250 Penalty: 2479.838135
	Iteration 31Q: 3 clusters Score -461688.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -461703.000000 Penalty: 2479.838135
	Iteration 32Q: 3 clusters Score -461703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -461725.906250 Penalty: 2479.838135
	Iteration 33Q: 3 clusters Score -461725.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -461752.375000 Penalty: 2479.838135
	Iteration 34Q: 3 clusters Score -461752.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -461778.937500 Penalty: 2479.838135
	Iteration 35Q: 3 clusters Score -461778.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -461803.906250 Penalty: 2479.838135
	Iteration 36Q: 3 clusters Score -461803.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -461833.593750 Penalty: 2479.838135
	Iteration 37Q: 3 clusters Score -461833.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -461852.343750 Penalty: 2479.838135
	Iteration 38Q: 3 clusters Score -461852.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -461875.468750 Penalty: 2479.838135
	Iteration 39Q: 3 clusters Score -461875.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -461891.937500 Penalty: 2479.838135
	Iteration 40F: 3 clusters Score -461891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -461905.031250 Penalty: 2479.838135
	Iteration 41Q: 3 clusters Score -461905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -461915.562500 Penalty: 2479.838135
	Iteration 42Q: 3 clusters Score -461915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -461927.718750 Penalty: 2479.838135
	Iteration 43Q: 3 clusters Score -461927.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -461935.406250 Penalty: 2479.838135
	Iteration 44Q: 3 clusters Score -461935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -461942.406250 Penalty: 2479.838135
	Iteration 45Q: 3 clusters Score -461942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -461945.812500 Penalty: 2479.838135
	Iteration 46Q: 3 clusters Score -461945.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -461948.875000 Penalty: 2479.838135
	Iteration 47Q: 3 clusters Score -461948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -461953.062500 Penalty: 2479.838135
	Iteration 48Q: 3 clusters Score -461953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -461955.593750 Penalty: 2479.838135
	Iteration 49Q: 3 clusters Score -461955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -461960.843750 Penalty: 2479.838135
	Iteration 50Q: 3 clusters Score -461960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -461966.562500 Penalty: 2479.838135
	Iteration 51Q: 3 clusters Score -461966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -461970.312500 Penalty: 2479.838135
	Iteration 52Q: 3 clusters Score -461970.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -461977.562500 Penalty: 2479.838135
	Iteration 53Q: 3 clusters Score -461977.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -461989.000000 Penalty: 2479.838135
	Iteration 54Q: 3 clusters Score -461989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -461997.718750 Penalty: 2479.838135
	Iteration 55Q: 3 clusters Score -461997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -462001.656250 Penalty: 2479.838135
	Iteration 56Q: 3 clusters Score -462001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -462003.625000 Penalty: 2479.838135
	Iteration 57Q: 3 clusters Score -462003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -462004.937500 Penalty: 2479.838135
	Iteration 58Q: 3 clusters Score -462004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -462005.843750 Penalty: 2479.838135
	Iteration 59Q: 3 clusters Score -462005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -462005.843750 Penalty: 2479.838135
	Iteration 60F: 3 clusters Score -462005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Entering Unmasked Estep 
Score: -905989.000000 Penalty: 1341.675171
	Iteration 0F: 2 clusters Score -905989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -900246.250000 Penalty: 2683.350342
	Iteration 0F: 3 clusters Score -900246.2 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -902095.937500 Penalty: 2683.350342
	Iteration 1F: 3 clusters Score -902095.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -902447.062500 Penalty: 2683.350342
	Iteration 2F: 3 clusters Score -902447.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -902727.937500 Penalty: 2683.350342
	Iteration 3F: 3 clusters Score -902727.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -902948.375000 Penalty: 2683.350342
	Iteration 4Q: 3 clusters Score -902948.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -903173.062500 Penalty: 2683.350342
	Iteration 5Q: 3 clusters Score -903173.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -903402.562500 Penalty: 2683.350342
	Iteration 6Q: 3 clusters Score -903402.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -903636.437500 Penalty: 2683.350342
	Iteration 7Q: 3 clusters Score -903636.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -903878.562500 Penalty: 2683.350342
	Iteration 8Q: 3 clusters Score -903878.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -904096.187500 Penalty: 2683.350342
	Iteration 9Q: 3 clusters Score -904096.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -904306.687500 Penalty: 2683.350342
	Iteration 10Q: 3 clusters Score -904306.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -904482.687500 Penalty: 2683.350342
	Iteration 11Q: 3 clusters Score -904482.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -904648.500000 Penalty: 2683.350342
	Iteration 12Q: 3 clusters Score -904648.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -904824.312500 Penalty: 2683.350342
	Iteration 13Q: 3 clusters Score -904824.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -904979.250000 Penalty: 2683.350342
	Iteration 14Q: 3 clusters Score -904979.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -905133.937500 Penalty: 2683.350342
	Iteration 15Q: 3 clusters Score -905133.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -905270.000000 Penalty: 2683.350342
	Iteration 16Q: 3 clusters Score -905270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -905372.562500 Penalty: 2683.350342
	Iteration 17Q: 3 clusters Score -905372.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -905447.687500 Penalty: 2683.350342
	Iteration 18Q: 3 clusters Score -905447.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -905492.000000 Penalty: 2683.350342
	Iteration 19Q: 3 clusters Score -905492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -905529.750000 Penalty: 2683.350342
	Iteration 20F: 3 clusters Score -905529.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -905555.062500 Penalty: 2683.350342
	Iteration 21Q: 3 clusters Score -905555.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -905569.625000 Penalty: 2683.350342
	Iteration 22Q: 3 clusters Score -905569.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -905577.250000 Penalty: 2683.350342
	Iteration 23Q: 3 clusters Score -905577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -905585.937500 Penalty: 2683.350342
	Iteration 24Q: 3 clusters Score -905585.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -905592.937500 Penalty: 2683.350342
	Iteration 25Q: 3 clusters Score -905592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -905600.812500 Penalty: 2683.350342
	Iteration 26Q: 3 clusters Score -905600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -905604.187500 Penalty: 2683.350342
	Iteration 27Q: 3 clusters Score -905604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -905607.250000 Penalty: 2683.350342
	Iteration 28Q: 3 clusters Score -905607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -905607.687500 Penalty: 2683.350342
	Iteration 29Q: 3 clusters Score -905607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -905609.000000 Penalty: 2683.350342
	Iteration 30Q: 3 clusters Score -905609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -905609.750000 Penalty: 2683.350342
	Iteration 31Q: 3 clusters Score -905609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -905611.125000 Penalty: 2683.350342
	Iteration 32Q: 3 clusters Score -905611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -905611.125000 Penalty: 2683.350342
	Iteration 33F: 3 clusters Score -905611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Entering Unmasked Estep 
Score: -5242498.000000 Penalty: 1593.516357
	Iteration 0F: 2 clusters Score -5242498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5213379.000000 Penalty: 3187.032715
	Iteration 0F: 3 clusters Score -5213379 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5224822.500000 Penalty: 3187.032715
	Iteration 1F: 3 clusters Score -5224822 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5225355.000000 Penalty: 3187.032715
	Iteration 2Q: 3 clusters Score -5225355 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5225850.000000 Penalty: 3187.032715
	Iteration 3Q: 3 clusters Score -5225850 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5226302.500000 Penalty: 3187.032715
	Iteration 4Q: 3 clusters Score -5226302 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5226718.000000 Penalty: 3187.032715
	Iteration 5Q: 3 clusters Score -5226718 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5227089.500000 Penalty: 3187.032715
	Iteration 6Q: 3 clusters Score -5227090 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5227556.500000 Penalty: 3187.032715
	Iteration 7Q: 3 clusters Score -5227556 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5228043.000000 Penalty: 3187.032715
	Iteration 8Q: 3 clusters Score -5228043 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -5228580.500000 Penalty: 3187.032715
	Iteration 9Q: 3 clusters Score -5228580 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5229288.000000 Penalty: 3187.032715
	Iteration 10Q: 3 clusters Score -5229288 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5230152.500000 Penalty: 3187.032715
	Iteration 11Q: 3 clusters Score -5230152 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5231224.000000 Penalty: 3187.032715
	Iteration 12Q: 3 clusters Score -5231224 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5232387.500000 Penalty: 3187.032715
	Iteration 13Q: 3 clusters Score -5232388 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5233641.500000 Penalty: 3187.032715
	Iteration 14Q: 3 clusters Score -5233642 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5234708.000000 Penalty: 3187.032715
	Iteration 15Q: 3 clusters Score -5234708 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5235408.500000 Penalty: 3187.032715
	Iteration 16Q: 3 clusters Score -5235408 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5235772.000000 Penalty: 3187.032715
	Iteration 17Q: 3 clusters Score -5235772 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5236044.000000 Penalty: 3187.032715
	Iteration 18Q: 3 clusters Score -5236044 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -5236351.500000 Penalty: 3187.032715
	Iteration 19Q: 3 clusters Score -5236352 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5236556.500000 Penalty: 3187.032715
	Iteration 20F: 3 clusters Score -5236556 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5236711.000000 Penalty: 3187.032715
	Iteration 21Q: 3 clusters Score -5236711 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -5236813.000000 Penalty: 3187.032715
	Iteration 22Q: 3 clusters Score -5236813 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5236934.000000 Penalty: 3187.032715
	Iteration 23Q: 3 clusters Score -5236934 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5237058.000000 Penalty: 3187.032715
	Iteration 24Q: 3 clusters Score -5237058 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5237176.000000 Penalty: 3187.032715
	Iteration 25Q: 3 clusters Score -5237176 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5237280.000000 Penalty: 3187.032715
	Iteration 26Q: 3 clusters Score -5237280 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5237395.000000 Penalty: 3187.032715
	Iteration 27Q: 3 clusters Score -5237395 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5237505.000000 Penalty: 3187.032715
	Iteration 28Q: 3 clusters Score -5237505 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -5237590.000000 Penalty: 3187.032715
	Iteration 29Q: 3 clusters Score -5237590 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -5237674.000000 Penalty: 3187.032715
	Iteration 30Q: 3 clusters Score -5237674 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -5237759.000000 Penalty: 3187.032715
	Iteration 31Q: 3 clusters Score -5237759 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5237847.500000 Penalty: 3187.032715
	Iteration 32Q: 3 clusters Score -5237848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -5237942.000000 Penalty: 3187.032715
	Iteration 33Q: 3 clusters Score -5237942 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5238025.500000 Penalty: 3187.032715
	Iteration 34Q: 3 clusters Score -5238026 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5238140.500000 Penalty: 3187.032715
	Iteration 35Q: 3 clusters Score -5238140 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5238233.000000 Penalty: 3187.032715
	Iteration 36Q: 3 clusters Score -5238233 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -5238313.500000 Penalty: 3187.032715
	Iteration 37Q: 3 clusters Score -5238314 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -5238407.000000 Penalty: 3187.032715
	Iteration 38Q: 3 clusters Score -5238407 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -5238500.500000 Penalty: 3187.032715
	Iteration 39Q: 3 clusters Score -5238500 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5238665.000000 Penalty: 3187.032715
	Iteration 40F: 3 clusters Score -5238665 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -5238774.000000 Penalty: 3187.032715
	Iteration 41Q: 3 clusters Score -5238774 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -5238884.000000 Penalty: 3187.032715
	Iteration 42Q: 3 clusters Score -5238884 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5238985.000000 Penalty: 3187.032715
	Iteration 43Q: 3 clusters Score -5238985 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5239167.500000 Penalty: 3187.032715
	Iteration 44Q: 3 clusters Score -5239168 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5239300.000000 Penalty: 3187.032715
	Iteration 45Q: 3 clusters Score -5239300 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5239439.000000 Penalty: 3187.032715
	Iteration 46Q: 3 clusters Score -5239439 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -5239565.000000 Penalty: 3187.032715
	Iteration 47Q: 3 clusters Score -5239565 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5239685.000000 Penalty: 3187.032715
	Iteration 48Q: 3 clusters Score -5239685 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5239792.000000 Penalty: 3187.032715
	Iteration 49Q: 3 clusters Score -5239792 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5239879.500000 Penalty: 3187.032715
	Iteration 50Q: 3 clusters Score -5239880 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5239986.500000 Penalty: 3187.032715
	Iteration 51Q: 3 clusters Score -5239986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -5240064.500000 Penalty: 3187.032715
	Iteration 52Q: 3 clusters Score -5240064 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5240146.000000 Penalty: 3187.032715
	Iteration 53Q: 3 clusters Score -5240146 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5240257.000000 Penalty: 3187.032715
	Iteration 54Q: 3 clusters Score -5240257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5240323.000000 Penalty: 3187.032715
	Iteration 55Q: 3 clusters Score -5240323 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5240407.500000 Penalty: 3187.032715
	Iteration 56Q: 3 clusters Score -5240408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5240499.500000 Penalty: 3187.032715
	Iteration 57Q: 3 clusters Score -5240500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5240566.000000 Penalty: 3187.032715
	Iteration 58Q: 3 clusters Score -5240566 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5240664.000000 Penalty: 3187.032715
	Iteration 59Q: 3 clusters Score -5240664 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5240722.500000 Penalty: 3187.032715
	Iteration 60F: 3 clusters Score -5240722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5240792.000000 Penalty: 3187.032715
	Iteration 61Q: 3 clusters Score -5240792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5240875.500000 Penalty: 3187.032715
	Iteration 62Q: 3 clusters Score -5240876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5240939.000000 Penalty: 3187.032715
	Iteration 63Q: 3 clusters Score -5240939 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5240981.500000 Penalty: 3187.032715
	Iteration 64Q: 3 clusters Score -5240982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5241022.000000 Penalty: 3187.032715
	Iteration 65Q: 3 clusters Score -5241022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5241049.500000 Penalty: 3187.032715
	Iteration 66Q: 3 clusters Score -5241050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5241080.500000 Penalty: 3187.032715
	Iteration 67Q: 3 clusters Score -5241080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5241095.000000 Penalty: 3187.032715
	Iteration 68Q: 3 clusters Score -5241095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5241127.000000 Penalty: 3187.032715
	Iteration 69Q: 3 clusters Score -5241127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5241128.000000 Penalty: 3187.032715
	Iteration 70Q: 3 clusters Score -5241128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5241148.000000 Penalty: 3187.032715
	Iteration 71Q: 3 clusters Score -5241148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5241165.500000 Penalty: 3187.032715
	Iteration 72Q: 3 clusters Score -5241166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5241172.000000 Penalty: 3187.032715
	Iteration 73Q: 3 clusters Score -5241172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5241188.500000 Penalty: 3187.032715
	Iteration 74Q: 3 clusters Score -5241188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5241202.000000 Penalty: 3187.032715
	Iteration 75Q: 3 clusters Score -5241202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5241206.500000 Penalty: 3187.032715
	Iteration 76Q: 3 clusters Score -5241206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5241220.000000 Penalty: 3187.032715
	Iteration 77Q: 3 clusters Score -5241220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5241238.000000 Penalty: 3187.032715
	Iteration 78Q: 3 clusters Score -5241238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5241235.000000 Penalty: 3187.032715
	Iteration 79Q: 3 clusters Score -5241235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5241241.000000 Penalty: 3187.032715
	Iteration 80F: 3 clusters Score -5241241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5241244.000000 Penalty: 3187.032715
	Iteration 81Q: 3 clusters Score -5241244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5241254.500000 Penalty: 3187.032715
	Iteration 82Q: 3 clusters Score -5241254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5241262.500000 Penalty: 3187.032715
	Iteration 83Q: 3 clusters Score -5241262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5241251.500000 Penalty: 3187.032715
	Iteration 84Q: 3 clusters Score -5241252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5241261.500000 Penalty: 3187.032715
	Iteration 85Q: 3 clusters Score -5241262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5241260.000000 Penalty: 3187.032715
	Iteration 86Q: 3 clusters Score -5241260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5241265.500000 Penalty: 3187.032715
	Iteration 87Q: 3 clusters Score -5241266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5241269.500000 Penalty: 3187.032715
	Iteration 88Q: 3 clusters Score -5241270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5241269.000000 Penalty: 3187.032715
	Iteration 89Q: 3 clusters Score -5241269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5241271.500000 Penalty: 3187.032715
	Iteration 90Q: 3 clusters Score -5241272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5241275.000000 Penalty: 3187.032715
	Iteration 91Q: 3 clusters Score -5241275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5241273.500000 Penalty: 3187.032715
	Iteration 92Q: 3 clusters Score -5241274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5241277.000000 Penalty: 3187.032715
	Iteration 93Q: 3 clusters Score -5241277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5241280.500000 Penalty: 3187.032715
	Iteration 94Q: 3 clusters Score -5241280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5241275.000000 Penalty: 3187.032715
	Iteration 95Q: 3 clusters Score -5241275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5241274.500000 Penalty: 3187.032715
	Iteration 96Q: 3 clusters Score -5241274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5241273.500000 Penalty: 3187.032715
	Iteration 97Q: 3 clusters Score -5241274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5241278.500000 Penalty: 3187.032715
	Iteration 98Q: 3 clusters Score -5241278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5241278.500000 Penalty: 3187.032715
	Iteration 99F: 3 clusters Score -5241278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 69056 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 72304 members 
Mstep: Class 11 contains 83115 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 20592 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 54380 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11530 members 
Mstep: Class 35 contains 105511 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 302 members 
Mstep: Class 38 contains 4090 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 7603 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 9782 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8239 members 
Mstep: Class 47 contains 44762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082240.000000 Penalty: 115153.429688
Iteration 119Q: 57 clusters Score -1.110822e+08 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 20371 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 22058 members 
Mstep: Class 6 contains 69340 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 72049 members 
Mstep: Class 11 contains 83010 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42295 members 
Mstep: Class 14 contains 72360 members 
Mstep: Class 15 contains 10178 members 
Mstep: Class 16 contains 10867 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 33238 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 26329 members 
Mstep: Class 23 contains 7454 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 12123 members 
Mstep: Class 27 contains 13491 members 
Mstep: Class 28 contains 20851 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 54341 members 
Mstep: Class 31 contains 8711 members 
Mstep: Class 32 contains 5069 members 
Mstep: Class 33 contains 9940 members 
Mstep: Class 34 contains 11497 members 
Mstep: Class 35 contains 106370 members 
Mstep: Class 36 contains 5765 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 4094 members 
Mstep: Class 39 contains 3799 members 
Mstep: Class 40 contains 3084 members 
Mstep: Class 41 contains 7718 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 8884 members 
Mstep: Class 44 contains 9834 members 
Mstep: Class 45 contains 4165 members 
Mstep: Class 46 contains 8285 members 
Mstep: Class 47 contains 44735 members 
Mstep: Class 48 contains 1470 members 
Mstep: Class 49 contains 26873 members 
Mstep: Class 50 contains 4450 members 
Mstep: Class 51 contains 15104 members 
Mstep: Class 52 contains 279 members 
Mstep: Class 53 contains 47589 members 
Mstep: Class 54 contains 7458 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086008.000000 Penalty: 115153.429688
Iteration 120F: 57 clusters Score -1.11086e+08 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 20381 members 
Mstep: Class 4 contains 6056 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 69229 members 
Mstep: Class 7 contains 21679 members 
Mstep: Class 8 contains 7925 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 71748 members 
Mstep: Class 11 contains 82714 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42284 members 
Mstep: Class 14 contains 72402 members 
Mstep: Class 15 contains 10205 members 
Mstep: Class 16 contains 10786 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 33122 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 8284 members 
Mstep: Class 22 contains 26137 members 
Mstep: Class 23 contains 7471 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 12459 members 
Mstep: Class 27 contains 13511 members 
Mstep: Class 28 contains 20877 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 54292 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 5073 members 
Mstep: Class 33 contains 9904 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 106993 members 
Mstep: Class 36 contains 5821 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 4094 members 
Mstep: Class 39 contains 3799 members 
Mstep: Class 40 contains 3063 members 
Mstep: Class 41 contains 7772 members 
Mstep: Class 42 contains 713 members 
Mstep: Class 43 contains 8883 members 
Mstep: Class 44 contains 9873 members 
Mstep: Class 45 contains 4171 members 
Mstep: Class 46 contains 8317 members 
Mstep: Class 47 contains 44567 members 
Mstep: Class 48 contains 1499 members 
Mstep: Class 49 contains 27098 members 
Mstep: Class 50 contains 4719 members 
Mstep: Class 51 contains 15311 members 
Mstep: Class 52 contains 279 members 
Mstep: Class 53 contains 47643 members 
Mstep: Class 54 contains 7634 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087608.000000 Penalty: 115153.429688
Iteration 121Q: 57 clusters Score -1.110876e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 20390 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 20769 members 
Mstep: Class 6 contains 69184 members 
Mstep: Class 7 contains 21702 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 71486 members 
Mstep: Class 11 contains 82441 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42279 members 
Mstep: Class 14 contains 72493 members 
Mstep: Class 15 contains 10225 members 
Mstep: Class 16 contains 10756 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 33013 members 
Mstep: Class 19 contains 3671 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 25996 members 
Mstep: Class 23 contains 7479 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 8203 members 
Mstep: Class 26 contains 12790 members 
Mstep: Class 27 contains 13538 members 
Mstep: Class 28 contains 20891 members 
Mstep: Class 29 contains 7937 members 
Mstep: Class 30 contains 54237 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 5067 members 
Mstep: Class 33 contains 9889 members 
Mstep: Class 34 contains 11445 members 
Mstep: Class 35 contains 107550 members 
Mstep: Class 36 contains 5874 members 
Mstep: Class 37 contains 340 members 
Mstep: Class 38 contains 4094 members 
Mstep: Class 39 contains 3808 members 
Mstep: Class 40 contains 3059 members 
Mstep: Class 41 contains 7822 members 
Mstep: Class 42 contains 713 members 
Mstep: Class 43 contains 8884 members 
Mstep: Class 44 contains 9922 members 
Mstep: Class 45 contains 4177 members 
Mstep: Class 46 contains 8346 members 
Mstep: Class 47 contains 44474 members 
Mstep: Class 48 contains 1516 members 
Mstep: Class 49 contains 27195 members 
Mstep: Class 50 contains 4868 members 
Mstep: Class 51 contains 15401 members 
Mstep: Class 52 contains 277 members 
Mstep: Class 53 contains 47626 members 
Mstep: Class 54 contains 7711 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087568.000000 Penalty: 115153.429688
Iteration 122Q: 57 clusters Score -1.110876e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 20370 members 
Mstep: Class 6 contains 69139 members 
Mstep: Class 7 contains 21723 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 71289 members 
Mstep: Class 11 contains 82189 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 42273 members 
Mstep: Class 14 contains 72563 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 10737 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 32933 members 
Mstep: Class 19 contains 3658 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 8212 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7488 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 13063 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 7929 members 
Mstep: Class 30 contains 54175 members 
Mstep: Class 31 contains 8722 members 
Mstep: Class 32 contains 5073 members 
Mstep: Class 33 contains 9885 members 
Mstep: Class 34 contains 11421 members 
Mstep: Class 35 contains 107989 members 
Mstep: Class 36 contains 5907 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 4098 members 
Mstep: Class 39 contains 3824 members 
Mstep: Class 40 contains 3061 members 
Mstep: Class 41 contains 7867 members 
Mstep: Class 42 contains 713 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 9978 members 
Mstep: Class 45 contains 4179 members 
Mstep: Class 46 contains 8362 members 
Mstep: Class 47 contains 44427 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27256 members 
Mstep: Class 50 contains 4981 members 
Mstep: Class 51 contains 15452 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 47610 members 
Mstep: Class 54 contains 7764 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087784.000000 Penalty: 115153.429688
Iteration 123Q: 57 clusters Score -1.110878e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3181 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 20042 members 
Mstep: Class 6 contains 69136 members 
Mstep: Class 7 contains 21748 members 
Mstep: Class 8 contains 7883 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 71102 members 
Mstep: Class 11 contains 81964 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42261 members 
Mstep: Class 14 contains 72645 members 
Mstep: Class 15 contains 10267 members 
Mstep: Class 16 contains 10740 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 32869 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 8183 members 
Mstep: Class 22 contains 25853 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 13312 members 
Mstep: Class 27 contains 13542 members 
Mstep: Class 28 contains 20922 members 
Mstep: Class 29 contains 7924 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 5075 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11402 members 
Mstep: Class 35 contains 108341 members 
Mstep: Class 36 contains 5935 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 4105 members 
Mstep: Class 39 contains 3837 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 7896 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8889 members 
Mstep: Class 44 contains 10026 members 
Mstep: Class 45 contains 4187 members 
Mstep: Class 46 contains 8374 members 
Mstep: Class 47 contains 44369 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27290 members 
Mstep: Class 50 contains 5063 members 
Mstep: Class 51 contains 15486 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 47593 members 
Mstep: Class 54 contains 7812 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088088.000000 Penalty: 115153.429688
Iteration 124Q: 57 clusters Score -1.110881e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3187 members 
Mstep: Class 3 contains 20403 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 19816 members 
Mstep: Class 6 contains 69159 members 
Mstep: Class 7 contains 21800 members 
Mstep: Class 8 contains 7868 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 70917 members 
Mstep: Class 11 contains 81769 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42239 members 
Mstep: Class 14 contains 72702 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 10734 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 8152 members 
Mstep: Class 22 contains 25802 members 
Mstep: Class 23 contains 7508 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 8197 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 13544 members 
Mstep: Class 28 contains 20937 members 
Mstep: Class 29 contains 7919 members 
Mstep: Class 30 contains 54069 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 5088 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11377 members 
Mstep: Class 35 contains 108639 members 
Mstep: Class 36 contains 5958 members 
Mstep: Class 37 contains 346 members 
Mstep: Class 38 contains 4112 members 
Mstep: Class 39 contains 3850 members 
Mstep: Class 40 contains 3073 members 
Mstep: Class 41 contains 7920 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8893 members 
Mstep: Class 44 contains 10071 members 
Mstep: Class 45 contains 4194 members 
Mstep: Class 46 contains 8389 members 
Mstep: Class 47 contains 44332 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27311 members 
Mstep: Class 50 contains 5131 members 
Mstep: Class 51 contains 15508 members 
Mstep: Class 52 contains 270 members 
Mstep: Class 53 contains 47549 members 
Mstep: Class 54 contains 7849 members 
Mstep: Class 55 contains 357 members 
Mstep: Class 56 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088384.000000 Penalty: 115153.429688
Iteration 125Q: 57 clusters Score -1.110884e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 20411 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 19633 members 
Mstep: Class 6 contains 69168 members 
Mstep: Class 7 contains 21856 members 
Mstep: Class 8 contains 7850 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 70748 members 
Mstep: Class 11 contains 81586 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42214 members 
Mstep: Class 14 contains 72750 members 
Mstep: Class 15 contains 10304 members 
Mstep: Class 16 contains 10733 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 32767 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 25740 members 
Mstep: Class 23 contains 7512 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 8195 members 
Mstep: Class 26 contains 13713 members 
Mstep: Class 27 contains 13543 members 
Mstep: Class 28 contains 20945 members 
Mstep: Class 29 contains 7917 members 
Mstep: Class 30 contains 54003 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 5102 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11353 members 
Mstep: Class 35 contains 108892 members 
Mstep: Class 36 contains 5979 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 3858 members 
Mstep: Class 40 contains 3082 members 
Mstep: Class 41 contains 7945 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8898 members 
Mstep: Class 44 contains 10136 members 
Mstep: Class 45 contains 4197 members 
Mstep: Class 46 contains 8407 members 
Mstep: Class 47 contains 44317 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27324 members 
Mstep: Class 50 contains 5183 members 
Mstep: Class 51 contains 15520 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 47510 members 
Mstep: Class 54 contains 7879 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088120.000000 Penalty: 115153.429688
Iteration 126Q: 57 clusters Score -1.110881e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 20414 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 19488 members 
Mstep: Class 6 contains 69209 members 
Mstep: Class 7 contains 21903 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 70603 members 
Mstep: Class 11 contains 81424 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42193 members 
Mstep: Class 14 contains 72785 members 
Mstep: Class 15 contains 10332 members 
Mstep: Class 16 contains 10733 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 32740 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25672 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 13853 members 
Mstep: Class 27 contains 13543 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 7915 members 
Mstep: Class 30 contains 53951 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5126 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 11331 members 
Mstep: Class 35 contains 109109 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 3866 members 
Mstep: Class 40 contains 3083 members 
Mstep: Class 41 contains 7958 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8902 members 
Mstep: Class 44 contains 10182 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 8423 members 
Mstep: Class 47 contains 44300 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27331 members 
Mstep: Class 50 contains 5231 members 
Mstep: Class 51 contains 15529 members 
Mstep: Class 52 contains 267 members 
Mstep: Class 53 contains 47472 members 
Mstep: Class 54 contains 7906 members 
Mstep: Class 55 contains 351 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088080.000000 Penalty: 115153.429688
Iteration 127Q: 57 clusters Score -1.110881e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 20420 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 19349 members 
Mstep: Class 6 contains 69220 members 
Mstep: Class 7 contains 21949 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 70457 members 
Mstep: Class 11 contains 81272 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42182 members 
Mstep: Class 14 contains 72816 members 
Mstep: Class 15 contains 10357 members 
Mstep: Class 16 contains 10731 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 32720 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 8118 members 
Mstep: Class 22 contains 25627 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 13979 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 20958 members 
Mstep: Class 29 contains 7916 members 
Mstep: Class 30 contains 53921 members 
Mstep: Class 31 contains 8644 members 
Mstep: Class 32 contains 5132 members 
Mstep: Class 33 contains 9887 members 
Mstep: Class 34 contains 11310 members 
Mstep: Class 35 contains 109347 members 
Mstep: Class 36 contains 6032 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 3868 members 
Mstep: Class 40 contains 3098 members 
Mstep: Class 41 contains 7965 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 10227 members 
Mstep: Class 45 contains 4206 members 
Mstep: Class 46 contains 8434 members 
Mstep: Class 47 contains 44284 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27341 members 
Mstep: Class 50 contains 5260 members 
Mstep: Class 51 contains 15536 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 47437 members 
Mstep: Class 54 contains 7927 members 
Mstep: Class 55 contains 350 members 
Mstep: Class 56 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087960.000000 Penalty: 115153.429688
Iteration 128Q: 57 clusters Score -1.11088e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 5889 members 
Mstep: Class 5 contains 19245 members 
Mstep: Class 6 contains 69238 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 7769 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 70317 members 
Mstep: Class 11 contains 81110 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 42176 members 
Mstep: Class 14 contains 72841 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 10722 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 32701 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 8111 members 
Mstep: Class 22 contains 25577 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 8180 members 
Mstep: Class 26 contains 14088 members 
Mstep: Class 27 contains 13541 members 
Mstep: Class 28 contains 20962 members 
Mstep: Class 29 contains 7916 members 
Mstep: Class 30 contains 53901 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 5131 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 11289 members 
Mstep: Class 35 contains 109576 members 
Mstep: Class 36 contains 6057 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 4131 members 
Mstep: Class 39 contains 3877 members 
Mstep: Class 40 contains 3104 members 
Mstep: Class 41 contains 7976 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8908 members 
Mstep: Class 44 contains 10276 members 
Mstep: Class 45 contains 4215 members 
Mstep: Class 46 contains 8452 members 
Mstep: Class 47 contains 44262 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27346 members 
Mstep: Class 50 contains 5285 members 
Mstep: Class 51 contains 15539 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 47420 members 
Mstep: Class 54 contains 7940 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088120.000000 Penalty: 115153.429688
Iteration 129Q: 57 clusters Score -1.110881e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 5882 members 
Mstep: Class 5 contains 19173 members 
Mstep: Class 6 contains 69234 members 
Mstep: Class 7 contains 22048 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 70196 members 
Mstep: Class 11 contains 80948 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42169 members 
Mstep: Class 14 contains 72860 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 10706 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 32683 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 8111 members 
Mstep: Class 22 contains 25549 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8171 members 
Mstep: Class 26 contains 14181 members 
Mstep: Class 27 contains 13538 members 
Mstep: Class 28 contains 20965 members 
Mstep: Class 29 contains 7915 members 
Mstep: Class 30 contains 53876 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 5133 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 11271 members 
Mstep: Class 35 contains 109777 members 
Mstep: Class 36 contains 6072 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 3882 members 
Mstep: Class 40 contains 3104 members 
Mstep: Class 41 contains 7983 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8911 members 
Mstep: Class 44 contains 10327 members 
Mstep: Class 45 contains 4222 members 
Mstep: Class 46 contains 8465 members 
Mstep: Class 47 contains 44258 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27353 members 
Mstep: Class 50 contains 5310 members 
Mstep: Class 51 contains 15539 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47401 members 
Mstep: Class 54 contains 7952 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088168.000000 Penalty: 115153.429688
Iteration 130Q: 57 clusters Score -1.110882e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 5880 members 
Mstep: Class 5 contains 19108 members 
Mstep: Class 6 contains 69230 members 
Mstep: Class 7 contains 22079 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 70066 members 
Mstep: Class 11 contains 80795 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42158 members 
Mstep: Class 14 contains 72869 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 10699 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 32662 members 
Mstep: Class 19 contains 3667 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 25552 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 14278 members 
Mstep: Class 27 contains 13538 members 
Mstep: Class 28 contains 20970 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 53847 members 
Mstep: Class 31 contains 8624 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 9889 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 109975 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 360 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 3880 members 
Mstep: Class 40 contains 3107 members 
Mstep: Class 41 contains 7987 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8912 members 
Mstep: Class 44 contains 10361 members 
Mstep: Class 45 contains 4232 members 
Mstep: Class 46 contains 8479 members 
Mstep: Class 47 contains 44243 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27356 members 
Mstep: Class 50 contains 5333 members 
Mstep: Class 51 contains 15540 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47375 members 
Mstep: Class 54 contains 7959 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088160.000000 Penalty: 115153.429688
Iteration 131Q: 57 clusters Score -1.110882e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 69231 members 
Mstep: Class 7 contains 22130 members 
Mstep: Class 8 contains 7656 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 69951 members 
Mstep: Class 11 contains 80638 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 72873 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 10692 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 32642 members 
Mstep: Class 19 contains 3672 members 
Mstep: Class 20 contains 8148 members 
Mstep: Class 21 contains 8118 members 
Mstep: Class 22 contains 25570 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 14375 members 
Mstep: Class 27 contains 13537 members 
Mstep: Class 28 contains 20971 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 53822 members 
Mstep: Class 31 contains 8618 members 
Mstep: Class 32 contains 5128 members 
Mstep: Class 33 contains 9887 members 
Mstep: Class 34 contains 11232 members 
Mstep: Class 35 contains 110154 members 
Mstep: Class 36 contains 6139 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 4142 members 
Mstep: Class 39 contains 3883 members 
Mstep: Class 40 contains 3113 members 
Mstep: Class 41 contains 7991 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8914 members 
Mstep: Class 44 contains 10397 members 
Mstep: Class 45 contains 4236 members 
Mstep: Class 46 contains 8491 members 
Mstep: Class 47 contains 44239 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27359 members 
Mstep: Class 50 contains 5354 members 
Mstep: Class 51 contains 15540 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47334 members 
Mstep: Class 54 contains 7968 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088208.000000 Penalty: 115153.429688
Iteration 132Q: 57 clusters Score -1.110882e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 5873 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 69243 members 
Mstep: Class 7 contains 22168 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69836 members 
Mstep: Class 11 contains 80504 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 42148 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 32616 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 8148 members 
Mstep: Class 21 contains 8117 members 
Mstep: Class 22 contains 25574 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 14451 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 20973 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 53791 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 5131 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 11216 members 
Mstep: Class 35 contains 110316 members 
Mstep: Class 36 contains 6172 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 3884 members 
Mstep: Class 40 contains 3118 members 
Mstep: Class 41 contains 7993 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8914 members 
Mstep: Class 44 contains 10419 members 
Mstep: Class 45 contains 4239 members 
Mstep: Class 46 contains 8504 members 
Mstep: Class 47 contains 44232 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27362 members 
Mstep: Class 50 contains 5368 members 
Mstep: Class 51 contains 15544 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47296 members 
Mstep: Class 54 contains 7972 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088104.000000 Penalty: 115153.429688
Iteration 133Q: 57 clusters Score -1.110881e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 18958 members 
Mstep: Class 6 contains 69243 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 69748 members 
Mstep: Class 11 contains 80376 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42146 members 
Mstep: Class 14 contains 72892 members 
Mstep: Class 15 contains 10506 members 
Mstep: Class 16 contains 10676 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 32589 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 8148 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 25583 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8150 members 
Mstep: Class 26 contains 14529 members 
Mstep: Class 27 contains 13565 members 
Mstep: Class 28 contains 20979 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 53766 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 5132 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11204 members 
Mstep: Class 35 contains 110454 members 
Mstep: Class 36 contains 6194 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 3886 members 
Mstep: Class 40 contains 3120 members 
Mstep: Class 41 contains 7994 members 
Mstep: Class 42 contains 712 members 
Mstep: Class 43 contains 8914 members 
Mstep: Class 44 contains 10425 members 
Mstep: Class 45 contains 4242 members 
Mstep: Class 46 contains 8517 members 
Mstep: Class 47 contains 44225 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27364 members 
Mstep: Class 50 contains 5392 members 
Mstep: Class 51 contains 15549 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47260 members 
Mstep: Class 54 contains 7985 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088072.000000 Penalty: 115153.429688
Iteration 134Q: 57 clusters Score -1.110881e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 18921 members 
Mstep: Class 6 contains 69253 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69649 members 
Mstep: Class 11 contains 80265 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42148 members 
Mstep: Class 14 contains 72900 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 10671 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32564 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 8113 members 
Mstep: Class 22 contains 25565 members 
Mstep: Class 23 contains 7509 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 14592 members 
Mstep: Class 27 contains 13563 members 
Mstep: Class 28 contains 20978 members 
Mstep: Class 29 contains 7908 members 
Mstep: Class 30 contains 53743 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11195 members 
Mstep: Class 35 contains 110581 members 
Mstep: Class 36 contains 6220 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 3889 members 
Mstep: Class 40 contains 3120 members 
Mstep: Class 41 contains 7995 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8916 members 
Mstep: Class 44 contains 10445 members 
Mstep: Class 45 contains 4243 members 
Mstep: Class 46 contains 8526 members 
Mstep: Class 47 contains 44210 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27366 members 
Mstep: Class 50 contains 5418 members 
Mstep: Class 51 contains 15551 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47235 members 
Mstep: Class 54 contains 8000 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088320.000000 Penalty: 115153.429688
Iteration 135Q: 57 clusters Score -1.110883e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 18885 members 
Mstep: Class 6 contains 69257 members 
Mstep: Class 7 contains 22261 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69570 members 
Mstep: Class 11 contains 80156 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42151 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 10545 members 
Mstep: Class 16 contains 10662 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32539 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 25560 members 
Mstep: Class 23 contains 7509 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8144 members 
Mstep: Class 26 contains 14659 members 
Mstep: Class 27 contains 13572 members 
Mstep: Class 28 contains 20979 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 53714 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5138 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11189 members 
Mstep: Class 35 contains 110690 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 3890 members 
Mstep: Class 40 contains 3120 members 
Mstep: Class 41 contains 7996 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8915 members 
Mstep: Class 44 contains 10458 members 
Mstep: Class 45 contains 4244 members 
Mstep: Class 46 contains 8538 members 
Mstep: Class 47 contains 44199 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27369 members 
Mstep: Class 50 contains 5447 members 
Mstep: Class 51 contains 15554 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47203 members 
Mstep: Class 54 contains 8018 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088224.000000 Penalty: 115153.429688
Iteration 136Q: 57 clusters Score -1.110882e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 69271 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 7576 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69477 members 
Mstep: Class 11 contains 80068 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 72916 members 
Mstep: Class 15 contains 10559 members 
Mstep: Class 16 contains 10655 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32514 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 25574 members 
Mstep: Class 23 contains 7520 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8138 members 
Mstep: Class 26 contains 14725 members 
Mstep: Class 27 contains 13575 members 
Mstep: Class 28 contains 20981 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53687 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 5142 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11181 members 
Mstep: Class 35 contains 110782 members 
Mstep: Class 36 contains 6243 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4162 members 
Mstep: Class 39 contains 3890 members 
Mstep: Class 40 contains 3124 members 
Mstep: Class 41 contains 7997 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8917 members 
Mstep: Class 44 contains 10469 members 
Mstep: Class 45 contains 4246 members 
Mstep: Class 46 contains 8548 members 
Mstep: Class 47 contains 44192 members 
Mstep: Class 48 contains 1519 members 
Mstep: Class 49 contains 27372 members 
Mstep: Class 50 contains 5464 members 
Mstep: Class 51 contains 15557 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47165 members 
Mstep: Class 54 contains 8040 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088328.000000 Penalty: 115153.429688
Iteration 137Q: 57 clusters Score -1.110883e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 18814 members 
Mstep: Class 6 contains 69267 members 
Mstep: Class 7 contains 22333 members 
Mstep: Class 8 contains 7576 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69386 members 
Mstep: Class 11 contains 79987 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42148 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 10574 members 
Mstep: Class 16 contains 10653 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32490 members 
Mstep: Class 19 contains 3688 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 25590 members 
Mstep: Class 23 contains 7525 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 14798 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 20982 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53677 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 5142 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11172 members 
Mstep: Class 35 contains 110885 members 
Mstep: Class 36 contains 6247 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4167 members 
Mstep: Class 39 contains 3891 members 
Mstep: Class 40 contains 3126 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 10473 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8551 members 
Mstep: Class 47 contains 44200 members 
Mstep: Class 48 contains 1518 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5481 members 
Mstep: Class 51 contains 15559 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47121 members 
Mstep: Class 54 contains 8054 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088384.000000 Penalty: 115153.429688
Iteration 138Q: 57 clusters Score -1.110884e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 69256 members 
Mstep: Class 7 contains 22355 members 
Mstep: Class 8 contains 7569 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69321 members 
Mstep: Class 11 contains 79890 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42145 members 
Mstep: Class 14 contains 72925 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 16 contains 10652 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32475 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 25592 members 
Mstep: Class 23 contains 7527 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 14874 members 
Mstep: Class 27 contains 13558 members 
Mstep: Class 28 contains 20983 members 
Mstep: Class 29 contains 7901 members 
Mstep: Class 30 contains 53659 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5148 members 
Mstep: Class 33 contains 9885 members 
Mstep: Class 34 contains 11171 members 
Mstep: Class 35 contains 110988 members 
Mstep: Class 36 contains 6254 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4171 members 
Mstep: Class 39 contains 3891 members 
Mstep: Class 40 contains 3126 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 10483 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8554 members 
Mstep: Class 47 contains 44206 members 
Mstep: Class 48 contains 1516 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5495 members 
Mstep: Class 51 contains 15559 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47086 members 
Mstep: Class 54 contains 8066 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088512.000000 Penalty: 115153.429688
Iteration 139Q: 57 clusters Score -1.110885e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 18762 members 
Mstep: Class 6 contains 69258 members 
Mstep: Class 7 contains 22385 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69253 members 
Mstep: Class 11 contains 79808 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42142 members 
Mstep: Class 14 contains 72926 members 
Mstep: Class 15 contains 10591 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32459 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 8109 members 
Mstep: Class 22 contains 25584 members 
Mstep: Class 23 contains 7524 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 14938 members 
Mstep: Class 27 contains 13559 members 
Mstep: Class 28 contains 20986 members 
Mstep: Class 29 contains 7901 members 
Mstep: Class 30 contains 53643 members 
Mstep: Class 31 contains 8626 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 9885 members 
Mstep: Class 34 contains 11172 members 
Mstep: Class 35 contains 111070 members 
Mstep: Class 36 contains 6261 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4174 members 
Mstep: Class 39 contains 3892 members 
Mstep: Class 40 contains 3128 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 10490 members 
Mstep: Class 45 contains 4245 members 
Mstep: Class 46 contains 8554 members 
Mstep: Class 47 contains 44208 members 
Mstep: Class 48 contains 1514 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5505 members 
Mstep: Class 51 contains 15559 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47062 members 
Mstep: Class 54 contains 8083 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088760.000000 Penalty: 115153.429688
Iteration 140F: 57 clusters Score -1.110888e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 5863 members 
Mstep: Class 5 contains 18735 members 
Mstep: Class 6 contains 69251 members 
Mstep: Class 7 contains 22414 members 
Mstep: Class 8 contains 7546 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69174 members 
Mstep: Class 11 contains 79726 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42134 members 
Mstep: Class 14 contains 72929 members 
Mstep: Class 15 contains 10603 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32444 members 
Mstep: Class 19 contains 3710 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 8109 members 
Mstep: Class 22 contains 25575 members 
Mstep: Class 23 contains 7527 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15007 members 
Mstep: Class 27 contains 13557 members 
Mstep: Class 28 contains 20988 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 53625 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 9885 members 
Mstep: Class 34 contains 11167 members 
Mstep: Class 35 contains 111150 members 
Mstep: Class 36 contains 6271 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4178 members 
Mstep: Class 39 contains 3893 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 10507 members 
Mstep: Class 45 contains 4243 members 
Mstep: Class 46 contains 8562 members 
Mstep: Class 47 contains 44218 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5521 members 
Mstep: Class 51 contains 15560 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47035 members 
Mstep: Class 54 contains 8099 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088576.000000 Penalty: 115153.429688
Iteration 141Q: 57 clusters Score -1.110886e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 5862 members 
Mstep: Class 5 contains 18707 members 
Mstep: Class 6 contains 69266 members 
Mstep: Class 7 contains 22444 members 
Mstep: Class 8 contains 7536 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69110 members 
Mstep: Class 11 contains 79660 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42133 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 10611 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32424 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 25568 members 
Mstep: Class 23 contains 7529 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15068 members 
Mstep: Class 27 contains 13552 members 
Mstep: Class 28 contains 20993 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 53595 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 5164 members 
Mstep: Class 33 contains 9885 members 
Mstep: Class 34 contains 11163 members 
Mstep: Class 35 contains 111214 members 
Mstep: Class 36 contains 6280 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4181 members 
Mstep: Class 39 contains 3892 members 
Mstep: Class 40 contains 3132 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8917 members 
Mstep: Class 44 contains 10521 members 
Mstep: Class 45 contains 4244 members 
Mstep: Class 46 contains 8569 members 
Mstep: Class 47 contains 44220 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5527 members 
Mstep: Class 51 contains 15563 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 47005 members 
Mstep: Class 54 contains 8110 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088824.000000 Penalty: 115153.429688
Iteration 142Q: 57 clusters Score -1.110888e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5860 members 
Mstep: Class 5 contains 18677 members 
Mstep: Class 6 contains 69285 members 
Mstep: Class 7 contains 22467 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 69037 members 
Mstep: Class 11 contains 79586 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42127 members 
Mstep: Class 14 contains 72938 members 
Mstep: Class 15 contains 10617 members 
Mstep: Class 16 contains 10644 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 8115 members 
Mstep: Class 22 contains 25575 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15138 members 
Mstep: Class 27 contains 13549 members 
Mstep: Class 28 contains 20997 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 53569 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11160 members 
Mstep: Class 35 contains 111275 members 
Mstep: Class 36 contains 6285 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4181 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 3132 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 10534 members 
Mstep: Class 45 contains 4244 members 
Mstep: Class 46 contains 8574 members 
Mstep: Class 47 contains 44226 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5533 members 
Mstep: Class 51 contains 15563 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46985 members 
Mstep: Class 54 contains 8119 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088680.000000 Penalty: 115153.429688
Iteration 143Q: 57 clusters Score -1.110887e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 5856 members 
Mstep: Class 5 contains 18648 members 
Mstep: Class 6 contains 69305 members 
Mstep: Class 7 contains 22500 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68964 members 
Mstep: Class 11 contains 79512 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 42125 members 
Mstep: Class 14 contains 72944 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 10643 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 32391 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 8119 members 
Mstep: Class 22 contains 25575 members 
Mstep: Class 23 contains 7541 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 15192 members 
Mstep: Class 27 contains 13550 members 
Mstep: Class 28 contains 20999 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 53543 members 
Mstep: Class 31 contains 8631 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11155 members 
Mstep: Class 35 contains 111341 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4182 members 
Mstep: Class 39 contains 3898 members 
Mstep: Class 40 contains 3132 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8919 members 
Mstep: Class 44 contains 10545 members 
Mstep: Class 45 contains 4245 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44229 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5539 members 
Mstep: Class 51 contains 15563 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46964 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088488.000000 Penalty: 115153.429688
Iteration 144Q: 57 clusters Score -1.110885e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 5853 members 
Mstep: Class 5 contains 18621 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 22537 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68898 members 
Mstep: Class 11 contains 79432 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42124 members 
Mstep: Class 14 contains 72949 members 
Mstep: Class 15 contains 10628 members 
Mstep: Class 16 contains 10643 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 32379 members 
Mstep: Class 19 contains 3762 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15227 members 
Mstep: Class 27 contains 13550 members 
Mstep: Class 28 contains 21000 members 
Mstep: Class 29 contains 7901 members 
Mstep: Class 30 contains 53515 members 
Mstep: Class 31 contains 8626 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11155 members 
Mstep: Class 35 contains 111400 members 
Mstep: Class 36 contains 6302 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4185 members 
Mstep: Class 39 contains 3901 members 
Mstep: Class 40 contains 3134 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8919 members 
Mstep: Class 44 contains 10550 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44233 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5544 members 
Mstep: Class 51 contains 15563 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46951 members 
Mstep: Class 54 contains 8139 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088456.000000 Penalty: 115153.429688
Iteration 145Q: 57 clusters Score -1.110885e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 5848 members 
Mstep: Class 5 contains 18592 members 
Mstep: Class 6 contains 69329 members 
Mstep: Class 7 contains 22551 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68825 members 
Mstep: Class 11 contains 79370 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 42127 members 
Mstep: Class 14 contains 72953 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 10641 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 3769 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8125 members 
Mstep: Class 22 contains 25612 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 15257 members 
Mstep: Class 27 contains 13552 members 
Mstep: Class 28 contains 20998 members 
Mstep: Class 29 contains 7901 members 
Mstep: Class 30 contains 53489 members 
Mstep: Class 31 contains 8627 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11154 members 
Mstep: Class 35 contains 111466 members 
Mstep: Class 36 contains 6303 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4190 members 
Mstep: Class 39 contains 3907 members 
Mstep: Class 40 contains 3132 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8921 members 
Mstep: Class 44 contains 10560 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44222 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27376 members 
Mstep: Class 50 contains 5553 members 
Mstep: Class 51 contains 15563 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46944 members 
Mstep: Class 54 contains 8148 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 146Q: 57 clusters Score -1.110887e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 5845 members 
Mstep: Class 5 contains 18567 members 
Mstep: Class 6 contains 69350 members 
Mstep: Class 7 contains 22569 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68755 members 
Mstep: Class 11 contains 79304 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42122 members 
Mstep: Class 14 contains 72957 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 32364 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25616 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15303 members 
Mstep: Class 27 contains 13551 members 
Mstep: Class 28 contains 20999 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53466 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 5175 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11156 members 
Mstep: Class 35 contains 111538 members 
Mstep: Class 36 contains 6309 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4194 members 
Mstep: Class 39 contains 3911 members 
Mstep: Class 40 contains 3134 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8922 members 
Mstep: Class 44 contains 10570 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8603 members 
Mstep: Class 47 contains 44212 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27377 members 
Mstep: Class 50 contains 5562 members 
Mstep: Class 51 contains 15563 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46925 members 
Mstep: Class 54 contains 8157 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088416.000000 Penalty: 115153.429688
Iteration 147Q: 57 clusters Score -1.110884e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 18545 members 
Mstep: Class 6 contains 69368 members 
Mstep: Class 7 contains 22598 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68689 members 
Mstep: Class 11 contains 79242 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42119 members 
Mstep: Class 14 contains 72958 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 32357 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 25630 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 13550 members 
Mstep: Class 28 contains 21000 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53439 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11156 members 
Mstep: Class 35 contains 111597 members 
Mstep: Class 36 contains 6311 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4197 members 
Mstep: Class 39 contains 3916 members 
Mstep: Class 40 contains 3138 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8922 members 
Mstep: Class 44 contains 10579 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8604 members 
Mstep: Class 47 contains 44210 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27378 members 
Mstep: Class 50 contains 5566 members 
Mstep: Class 51 contains 15564 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46906 members 
Mstep: Class 54 contains 8167 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088496.000000 Penalty: 115153.429688
Iteration 148Q: 57 clusters Score -1.110885e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 18519 members 
Mstep: Class 6 contains 69391 members 
Mstep: Class 7 contains 22621 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68608 members 
Mstep: Class 11 contains 79180 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42119 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32351 members 
Mstep: Class 19 contains 3779 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 25663 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8137 members 
Mstep: Class 26 contains 15379 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21001 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53422 members 
Mstep: Class 31 contains 8635 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11156 members 
Mstep: Class 35 contains 111666 members 
Mstep: Class 36 contains 6306 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4199 members 
Mstep: Class 39 contains 3923 members 
Mstep: Class 40 contains 3139 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8922 members 
Mstep: Class 44 contains 10577 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8609 members 
Mstep: Class 47 contains 44201 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27378 members 
Mstep: Class 50 contains 5571 members 
Mstep: Class 51 contains 15564 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46891 members 
Mstep: Class 54 contains 8178 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088528.000000 Penalty: 115153.429688
Iteration 149Q: 57 clusters Score -1.110885e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 18509 members 
Mstep: Class 6 contains 69402 members 
Mstep: Class 7 contains 22640 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68525 members 
Mstep: Class 11 contains 79127 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42117 members 
Mstep: Class 14 contains 72964 members 
Mstep: Class 15 contains 10639 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 3783 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 25690 members 
Mstep: Class 23 contains 7546 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 15405 members 
Mstep: Class 27 contains 13554 members 
Mstep: Class 28 contains 21001 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53394 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11155 members 
Mstep: Class 35 contains 111741 members 
Mstep: Class 36 contains 6308 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4202 members 
Mstep: Class 39 contains 3928 members 
Mstep: Class 40 contains 3141 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8923 members 
Mstep: Class 44 contains 10580 members 
Mstep: Class 45 contains 4246 members 
Mstep: Class 46 contains 8612 members 
Mstep: Class 47 contains 44198 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27378 members 
Mstep: Class 50 contains 5570 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46881 members 
Mstep: Class 54 contains 8182 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088608.000000 Penalty: 115153.429688
Iteration 150Q: 57 clusters Score -1.110886e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 18493 members 
Mstep: Class 6 contains 69418 members 
Mstep: Class 7 contains 22672 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68456 members 
Mstep: Class 11 contains 79069 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42118 members 
Mstep: Class 14 contains 72964 members 
Mstep: Class 15 contains 10644 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 3792 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 25694 members 
Mstep: Class 23 contains 7547 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8137 members 
Mstep: Class 26 contains 15432 members 
Mstep: Class 27 contains 13556 members 
Mstep: Class 28 contains 21001 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 53375 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11156 members 
Mstep: Class 35 contains 111806 members 
Mstep: Class 36 contains 6309 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4208 members 
Mstep: Class 39 contains 3934 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8922 members 
Mstep: Class 44 contains 10582 members 
Mstep: Class 45 contains 4246 members 
Mstep: Class 46 contains 8616 members 
Mstep: Class 47 contains 44194 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27378 members 
Mstep: Class 50 contains 5570 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46872 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088528.000000 Penalty: 115153.429688
Iteration 151Q: 57 clusters Score -1.110885e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 18476 members 
Mstep: Class 6 contains 69425 members 
Mstep: Class 7 contains 22692 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68385 members 
Mstep: Class 11 contains 79014 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42115 members 
Mstep: Class 14 contains 72966 members 
Mstep: Class 15 contains 10647 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 3804 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 25721 members 
Mstep: Class 23 contains 7550 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 13557 members 
Mstep: Class 28 contains 21003 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53367 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11156 members 
Mstep: Class 35 contains 111866 members 
Mstep: Class 36 contains 6311 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4215 members 
Mstep: Class 39 contains 3939 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8923 members 
Mstep: Class 44 contains 10581 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8610 members 
Mstep: Class 47 contains 44182 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27378 members 
Mstep: Class 50 contains 5571 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46872 members 
Mstep: Class 54 contains 8192 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088432.000000 Penalty: 115153.429688
Iteration 152Q: 57 clusters Score -1.110884e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 5814 members 
Mstep: Class 5 contains 18457 members 
Mstep: Class 6 contains 69434 members 
Mstep: Class 7 contains 22708 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68325 members 
Mstep: Class 11 contains 78958 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 42113 members 
Mstep: Class 14 contains 72968 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32343 members 
Mstep: Class 19 contains 3816 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 25735 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15481 members 
Mstep: Class 27 contains 13555 members 
Mstep: Class 28 contains 21008 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53359 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11155 members 
Mstep: Class 35 contains 111924 members 
Mstep: Class 36 contains 6315 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4219 members 
Mstep: Class 39 contains 3942 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8924 members 
Mstep: Class 44 contains 10585 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8609 members 
Mstep: Class 47 contains 44172 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5572 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46866 members 
Mstep: Class 54 contains 8196 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088440.000000 Penalty: 115153.429688
Iteration 153Q: 57 clusters Score -1.110884e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 5811 members 
Mstep: Class 5 contains 18440 members 
Mstep: Class 6 contains 69437 members 
Mstep: Class 7 contains 22729 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68259 members 
Mstep: Class 11 contains 78905 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 42114 members 
Mstep: Class 14 contains 72970 members 
Mstep: Class 15 contains 10652 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32347 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 25783 members 
Mstep: Class 23 contains 7550 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15509 members 
Mstep: Class 27 contains 13552 members 
Mstep: Class 28 contains 21010 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53345 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 5157 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11154 members 
Mstep: Class 35 contains 111967 members 
Mstep: Class 36 contains 6316 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4220 members 
Mstep: Class 39 contains 3943 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8924 members 
Mstep: Class 44 contains 10595 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8607 members 
Mstep: Class 47 contains 44164 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5571 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46856 members 
Mstep: Class 54 contains 8198 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088640.000000 Penalty: 115153.429688
Iteration 154Q: 57 clusters Score -1.110886e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 18423 members 
Mstep: Class 6 contains 69431 members 
Mstep: Class 7 contains 22744 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68183 members 
Mstep: Class 11 contains 78866 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42114 members 
Mstep: Class 14 contains 72968 members 
Mstep: Class 15 contains 10660 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32346 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 25821 members 
Mstep: Class 23 contains 7551 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21013 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53337 members 
Mstep: Class 31 contains 8635 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11152 members 
Mstep: Class 35 contains 112019 members 
Mstep: Class 36 contains 6323 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4225 members 
Mstep: Class 39 contains 3944 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8000 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8923 members 
Mstep: Class 44 contains 10598 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8604 members 
Mstep: Class 47 contains 44149 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5574 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46846 members 
Mstep: Class 54 contains 8198 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088512.000000 Penalty: 115153.429688
Iteration 155Q: 57 clusters Score -1.110885e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22754 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68112 members 
Mstep: Class 11 contains 78809 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42115 members 
Mstep: Class 14 contains 72968 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 25856 members 
Mstep: Class 23 contains 7553 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 13556 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53329 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11152 members 
Mstep: Class 35 contains 112084 members 
Mstep: Class 36 contains 6328 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4231 members 
Mstep: Class 39 contains 3944 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8003 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8923 members 
Mstep: Class 44 contains 10599 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44140 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46840 members 
Mstep: Class 54 contains 8198 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088840.000000 Penalty: 115153.429688
Iteration 156Q: 57 clusters Score -1.110888e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20430 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 18389 members 
Mstep: Class 6 contains 69428 members 
Mstep: Class 7 contains 22759 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68069 members 
Mstep: Class 11 contains 78753 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 42113 members 
Mstep: Class 14 contains 72971 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32346 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 25877 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 15596 members 
Mstep: Class 27 contains 13559 members 
Mstep: Class 28 contains 21016 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53314 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 5157 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11151 members 
Mstep: Class 35 contains 112143 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4236 members 
Mstep: Class 39 contains 3945 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8005 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8924 members 
Mstep: Class 44 contains 10603 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8605 members 
Mstep: Class 47 contains 44132 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5577 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46832 members 
Mstep: Class 54 contains 8200 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088768.000000 Penalty: 115153.429688
Iteration 157Q: 57 clusters Score -1.110888e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 18376 members 
Mstep: Class 6 contains 69426 members 
Mstep: Class 7 contains 22769 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68039 members 
Mstep: Class 11 contains 78690 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42110 members 
Mstep: Class 14 contains 72974 members 
Mstep: Class 15 contains 10673 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25897 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 13562 members 
Mstep: Class 28 contains 21016 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53299 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 5160 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112203 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4242 members 
Mstep: Class 39 contains 3946 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8925 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44122 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5577 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46829 members 
Mstep: Class 54 contains 8207 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088696.000000 Penalty: 115153.429688
Iteration 158Q: 57 clusters Score -1.110887e+08 nChanged 264
Entering ConstructFrom: 
Score: -111088696.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46865.089844 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46865.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47068.753906 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -47068.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47160.265625 Penalty: 1823.356323
	Iteration 2F: 3 clusters Score -47160.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47217.710938 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47217.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47289.046875 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47289.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47388.519531 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47388.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47480.621094 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47480.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47541.437500 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47541.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47623.214844 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47623.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47678.511719 Penalty: 1823.356323
	Iteration 9Q: 3 clusters Score -47678.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47719.195312 Penalty: 1823.356323
	Iteration 10Q: 3 clusters Score -47719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47734.558594 Penalty: 1823.356323
	Iteration 11Q: 3 clusters Score -47734.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47771.292969 Penalty: 1823.356323
	Iteration 12Q: 3 clusters Score -47771.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47827.667969 Penalty: 1823.356323
	Iteration 13Q: 3 clusters Score -47827.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47880.835938 Penalty: 1823.356323
	Iteration 14Q: 3 clusters Score -47880.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47920.578125 Penalty: 1823.356323
	Iteration 15Q: 3 clusters Score -47920.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47926.656250 Penalty: 1823.356323
	Iteration 16Q: 3 clusters Score -47926.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47926.656250 Penalty: 1823.356323
	Iteration 17F: 3 clusters Score -47926.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 78624 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42109 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 287 members 
Entering Unmasked Estep 
Score: -111087920.000000 Penalty: 117209.742188
Splitting cluster 1 changes total score from -111088696.000000 to -111087920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -347303.437500 Penalty: 1201.090332
	Iteration 0F: 2 clusters Score -347303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -344673.500000 Penalty: 2402.180664
	Iteration 0F: 3 clusters Score -344673.5 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -345386.468750 Penalty: 2402.180664
	Iteration 1F: 3 clusters Score -345386.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -345600.000000 Penalty: 2402.180664
	Iteration 2F: 3 clusters Score -345600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -345757.468750 Penalty: 2402.180664
	Iteration 3F: 3 clusters Score -345757.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -345880.875000 Penalty: 2402.180664
	Iteration 4Q: 3 clusters Score -345880.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -345966.687500 Penalty: 2402.180664
	Iteration 5Q: 3 clusters Score -345966.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346056.000000 Penalty: 2402.180664
	Iteration 6Q: 3 clusters Score -346056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -346110.250000 Penalty: 2402.180664
	Iteration 7Q: 3 clusters Score -346110.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -346151.156250 Penalty: 2402.180664
	Iteration 8Q: 3 clusters Score -346151.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -346190.437500 Penalty: 2402.180664
	Iteration 9Q: 3 clusters Score -346190.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -346223.062500 Penalty: 2402.180664
	Iteration 10Q: 3 clusters Score -346223.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -346250.156250 Penalty: 2402.180664
	Iteration 11Q: 3 clusters Score -346250.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -346272.750000 Penalty: 2402.180664
	Iteration 12Q: 3 clusters Score -346272.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -346289.937500 Penalty: 2402.180664
	Iteration 13Q: 3 clusters Score -346289.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -346309.687500 Penalty: 2402.180664
	Iteration 14Q: 3 clusters Score -346309.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -346327.375000 Penalty: 2402.180664
	Iteration 15Q: 3 clusters Score -346327.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -346342.500000 Penalty: 2402.180664
	Iteration 16Q: 3 clusters Score -346342.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -346355.531250 Penalty: 2402.180664
	Iteration 17Q: 3 clusters Score -346355.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -346366.843750 Penalty: 2402.180664
	Iteration 18Q: 3 clusters Score -346366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -346375.062500 Penalty: 2402.180664
	Iteration 19Q: 3 clusters Score -346375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -346381.718750 Penalty: 2402.180664
	Iteration 20F: 3 clusters Score -346381.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -346388.625000 Penalty: 2402.180664
	Iteration 21Q: 3 clusters Score -346388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -346396.593750 Penalty: 2402.180664
	Iteration 22Q: 3 clusters Score -346396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346406.781250 Penalty: 2402.180664
	Iteration 23Q: 3 clusters Score -346406.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -346428.843750 Penalty: 2402.180664
	Iteration 24Q: 3 clusters Score -346428.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346452.093750 Penalty: 2402.180664
	Iteration 25Q: 3 clusters Score -346452.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346474.062500 Penalty: 2402.180664
	Iteration 26Q: 3 clusters Score -346474.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -346485.187500 Penalty: 2402.180664
	Iteration 27Q: 3 clusters Score -346485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -346492.093750 Penalty: 2402.180664
	Iteration 28Q: 3 clusters Score -346492.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -346502.000000 Penalty: 2402.180664
	Iteration 29Q: 3 clusters Score -346502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -346508.500000 Penalty: 2402.180664
	Iteration 30Q: 3 clusters Score -346508.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346518.656250 Penalty: 2402.180664
	Iteration 31Q: 3 clusters Score -346518.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -346526.687500 Penalty: 2402.180664
	Iteration 32Q: 3 clusters Score -346526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -346535.843750 Penalty: 2402.180664
	Iteration 33Q: 3 clusters Score -346535.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -346545.625000 Penalty: 2402.180664
	Iteration 34Q: 3 clusters Score -346545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -346555.593750 Penalty: 2402.180664
	Iteration 35Q: 3 clusters Score -346555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346563.375000 Penalty: 2402.180664
	Iteration 36Q: 3 clusters Score -346563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -346570.781250 Penalty: 2402.180664
	Iteration 37Q: 3 clusters Score -346570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -346574.468750 Penalty: 2402.180664
	Iteration 38Q: 3 clusters Score -346574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -346581.406250 Penalty: 2402.180664
	Iteration 39Q: 3 clusters Score -346581.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -346590.437500 Penalty: 2402.180664
	Iteration 40F: 3 clusters Score -346590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -346596.187500 Penalty: 2402.180664
	Iteration 41Q: 3 clusters Score -346596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -346601.437500 Penalty: 2402.180664
	Iteration 42Q: 3 clusters Score -346601.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -346607.718750 Penalty: 2402.180664
	Iteration 43Q: 3 clusters Score -346607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -346614.531250 Penalty: 2402.180664
	Iteration 44Q: 3 clusters Score -346614.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346619.218750 Penalty: 2402.180664
	Iteration 45Q: 3 clusters Score -346619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -346622.312500 Penalty: 2402.180664
	Iteration 46Q: 3 clusters Score -346622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -346626.750000 Penalty: 2402.180664
	Iteration 47Q: 3 clusters Score -346626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -346631.625000 Penalty: 2402.180664
	Iteration 48Q: 3 clusters Score -346631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -346637.781250 Penalty: 2402.180664
	Iteration 49Q: 3 clusters Score -346637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -346645.437500 Penalty: 2402.180664
	Iteration 50Q: 3 clusters Score -346645.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -346655.250000 Penalty: 2402.180664
	Iteration 51Q: 3 clusters Score -346655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -346662.875000 Penalty: 2402.180664
	Iteration 52Q: 3 clusters Score -346662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -346670.125000 Penalty: 2402.180664
	Iteration 53Q: 3 clusters Score -346670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -346679.781250 Penalty: 2402.180664
	Iteration 54Q: 3 clusters Score -346679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -346690.687500 Penalty: 2402.180664
	Iteration 55Q: 3 clusters Score -346690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -346698.218750 Penalty: 2402.180664
	Iteration 56Q: 3 clusters Score -346698.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -346708.187500 Penalty: 2402.180664
	Iteration 57Q: 3 clusters Score -346708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -346712.468750 Penalty: 2402.180664
	Iteration 58Q: 3 clusters Score -346712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346714.843750 Penalty: 2402.180664
	Iteration 59Q: 3 clusters Score -346714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -346714.468750 Penalty: 2402.180664
	Iteration 60F: 3 clusters Score -346714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -346716.906250 Penalty: 2402.180664
	Iteration 61Q: 3 clusters Score -346716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346720.000000 Penalty: 2402.180664
	Iteration 62Q: 3 clusters Score -346720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -346721.250000 Penalty: 2402.180664
	Iteration 63Q: 3 clusters Score -346721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -346724.000000 Penalty: 2402.180664
	Iteration 64Q: 3 clusters Score -346724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346727.593750 Penalty: 2402.180664
	Iteration 65Q: 3 clusters Score -346727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -346729.250000 Penalty: 2402.180664
	Iteration 66Q: 3 clusters Score -346729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -346731.531250 Penalty: 2402.180664
	Iteration 67Q: 3 clusters Score -346731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -346734.281250 Penalty: 2402.180664
	Iteration 68Q: 3 clusters Score -346734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -346737.500000 Penalty: 2402.180664
	Iteration 69Q: 3 clusters Score -346737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -346738.250000 Penalty: 2402.180664
	Iteration 70Q: 3 clusters Score -346738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -346739.937500 Penalty: 2402.180664
	Iteration 71Q: 3 clusters Score -346739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -346741.343750 Penalty: 2402.180664
	Iteration 72Q: 3 clusters Score -346741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -346741.875000 Penalty: 2402.180664
	Iteration 73Q: 3 clusters Score -346741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -346742.750000 Penalty: 2402.180664
	Iteration 74Q: 3 clusters Score -346742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -346743.531250 Penalty: 2402.180664
	Iteration 75Q: 3 clusters Score -346743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346743.968750 Penalty: 2402.180664
	Iteration 76Q: 3 clusters Score -346744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346743.968750 Penalty: 2402.180664
	Iteration 77F: 3 clusters Score -346744 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: -2310932.000000 Penalty: 1476.855225
	Iteration 0F: 2 clusters Score -2310932 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 10207 members 
Entering Unmasked Estep 
Score: -2297741.750000 Penalty: 2953.710449
	Iteration 0F: 3 clusters Score -2297742 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2302550.500000 Penalty: 2953.710449
	Iteration 1F: 3 clusters Score -2302550 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2303032.500000 Penalty: 2953.710449
	Iteration 2F: 3 clusters Score -2303032 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2303491.250000 Penalty: 2953.710449
	Iteration 3F: 3 clusters Score -2303491 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2303952.750000 Penalty: 2953.710449
	Iteration 4Q: 3 clusters Score -2303953 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2304441.000000 Penalty: 2953.710449
	Iteration 5Q: 3 clusters Score -2304441 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2304940.250000 Penalty: 2953.710449
	Iteration 6Q: 3 clusters Score -2304940 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2305477.250000 Penalty: 2953.710449
	Iteration 7Q: 3 clusters Score -2305477 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2306020.000000 Penalty: 2953.710449
	Iteration 8Q: 3 clusters Score -2306020 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2306589.000000 Penalty: 2953.710449
	Iteration 9Q: 3 clusters Score -2306589 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2307013.000000 Penalty: 2953.710449
	Iteration 10Q: 3 clusters Score -2307013 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2307319.500000 Penalty: 2953.710449
	Iteration 11Q: 3 clusters Score -2307320 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2307535.500000 Penalty: 2953.710449
	Iteration 12Q: 3 clusters Score -2307536 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2307709.750000 Penalty: 2953.710449
	Iteration 13Q: 3 clusters Score -2307710 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2307816.500000 Penalty: 2953.710449
	Iteration 14Q: 3 clusters Score -2307816 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2307883.500000 Penalty: 2953.710449
	Iteration 15Q: 3 clusters Score -2307884 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2307938.500000 Penalty: 2953.710449
	Iteration 16Q: 3 clusters Score -2307938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2307965.500000 Penalty: 2953.710449
	Iteration 17Q: 3 clusters Score -2307966 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2307996.250000 Penalty: 2953.710449
	Iteration 18Q: 3 clusters Score -2307996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2308019.250000 Penalty: 2953.710449
	Iteration 19Q: 3 clusters Score -2308019 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2308043.500000 Penalty: 2953.710449
	Iteration 20F: 3 clusters Score -2308044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2308061.750000 Penalty: 2953.710449
	Iteration 21Q: 3 clusters Score -2308062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2308096.500000 Penalty: 2953.710449
	Iteration 22Q: 3 clusters Score -2308096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2308115.750000 Penalty: 2953.710449
	Iteration 23Q: 3 clusters Score -2308116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2308140.750000 Penalty: 2953.710449
	Iteration 24Q: 3 clusters Score -2308141 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2308168.000000 Penalty: 2953.710449
	Iteration 25Q: 3 clusters Score -2308168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2308188.000000 Penalty: 2953.710449
	Iteration 26Q: 3 clusters Score -2308188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2308205.250000 Penalty: 2953.710449
	Iteration 27Q: 3 clusters Score -2308205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2308232.500000 Penalty: 2953.710449
	Iteration 28Q: 3 clusters Score -2308232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2308249.500000 Penalty: 2953.710449
	Iteration 29Q: 3 clusters Score -2308250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2308266.500000 Penalty: 2953.710449
	Iteration 30Q: 3 clusters Score -2308266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2308295.750000 Penalty: 2953.710449
	Iteration 31Q: 3 clusters Score -2308296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2308325.500000 Penalty: 2953.710449
	Iteration 32Q: 3 clusters Score -2308326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2308354.000000 Penalty: 2953.710449
	Iteration 33Q: 3 clusters Score -2308354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2308379.000000 Penalty: 2953.710449
	Iteration 34Q: 3 clusters Score -2308379 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2308408.750000 Penalty: 2953.710449
	Iteration 35Q: 3 clusters Score -2308409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2308433.500000 Penalty: 2953.710449
	Iteration 36Q: 3 clusters Score -2308434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2308444.750000 Penalty: 2953.710449
	Iteration 37Q: 3 clusters Score -2308445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2308455.500000 Penalty: 2953.710449
	Iteration 38Q: 3 clusters Score -2308456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2308479.000000 Penalty: 2953.710449
	Iteration 39Q: 3 clusters Score -2308479 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2308500.000000 Penalty: 2953.710449
	Iteration 40F: 3 clusters Score -2308500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2308516.750000 Penalty: 2953.710449
	Iteration 41Q: 3 clusters Score -2308517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2308557.500000 Penalty: 2953.710449
	Iteration 42Q: 3 clusters Score -2308558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2308591.250000 Penalty: 2953.710449
	Iteration 43Q: 3 clusters Score -2308591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2308617.000000 Penalty: 2953.710449
	Iteration 44Q: 3 clusters Score -2308617 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2308660.250000 Penalty: 2953.710449
	Iteration 45Q: 3 clusters Score -2308660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2308716.750000 Penalty: 2953.710449
	Iteration 46Q: 3 clusters Score -2308717 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2308785.250000 Penalty: 2953.710449
	Iteration 47Q: 3 clusters Score -2308785 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2308854.500000 Penalty: 2953.710449
	Iteration 48Q: 3 clusters Score -2308854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2308941.250000 Penalty: 2953.710449
	Iteration 49Q: 3 clusters Score -2308941 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2308998.750000 Penalty: 2953.710449
	Iteration 50Q: 3 clusters Score -2308999 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2309064.250000 Penalty: 2953.710449
	Iteration 51Q: 3 clusters Score -2309064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2309102.500000 Penalty: 2953.710449
	Iteration 52Q: 3 clusters Score -2309102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2309145.000000 Penalty: 2953.710449
	Iteration 53Q: 3 clusters Score -2309145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2309177.000000 Penalty: 2953.710449
	Iteration 54Q: 3 clusters Score -2309177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2309208.750000 Penalty: 2953.710449
	Iteration 55Q: 3 clusters Score -2309209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2309241.750000 Penalty: 2953.710449
	Iteration 56Q: 3 clusters Score -2309242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2309283.500000 Penalty: 2953.710449
	Iteration 57Q: 3 clusters Score -2309284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2309318.750000 Penalty: 2953.710449
	Iteration 58Q: 3 clusters Score -2309319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2309360.250000 Penalty: 2953.710449
	Iteration 59Q: 3 clusters Score -2309360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2309395.000000 Penalty: 2953.710449
	Iteration 60F: 3 clusters Score -2309395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2309448.000000 Penalty: 2953.710449
	Iteration 61Q: 3 clusters Score -2309448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2309475.750000 Penalty: 2953.710449
	Iteration 62Q: 3 clusters Score -2309476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2309527.000000 Penalty: 2953.710449
	Iteration 63Q: 3 clusters Score -2309527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2309572.250000 Penalty: 2953.710449
	Iteration 64Q: 3 clusters Score -2309572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2309600.500000 Penalty: 2953.710449
	Iteration 65Q: 3 clusters Score -2309600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2309631.250000 Penalty: 2953.710449
	Iteration 66Q: 3 clusters Score -2309631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2309645.500000 Penalty: 2953.710449
	Iteration 67Q: 3 clusters Score -2309646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2309653.750000 Penalty: 2953.710449
	Iteration 68Q: 3 clusters Score -2309654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2309656.000000 Penalty: 2953.710449
	Iteration 69Q: 3 clusters Score -2309656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2309667.000000 Penalty: 2953.710449
	Iteration 70Q: 3 clusters Score -2309667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2309680.500000 Penalty: 2953.710449
	Iteration 71Q: 3 clusters Score -2309680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2309680.750000 Penalty: 2953.710449
	Iteration 72Q: 3 clusters Score -2309681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2309686.500000 Penalty: 2953.710449
	Iteration 73Q: 3 clusters Score -2309686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2309691.000000 Penalty: 2953.710449
	Iteration 74Q: 3 clusters Score -2309691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2309695.000000 Penalty: 2953.710449
	Iteration 75Q: 3 clusters Score -2309695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2309696.750000 Penalty: 2953.710449
	Iteration 76Q: 3 clusters Score -2309697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2309698.000000 Penalty: 2953.710449
	Iteration 77Q: 3 clusters Score -2309698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2309700.750000 Penalty: 2953.710449
	Iteration 78Q: 3 clusters Score -2309701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2309701.250000 Penalty: 2953.710449
	Iteration 79Q: 3 clusters Score -2309701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2309705.250000 Penalty: 2953.710449
	Iteration 80F: 3 clusters Score -2309705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2309705.750000 Penalty: 2953.710449
	Iteration 81Q: 3 clusters Score -2309706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2309706.750000 Penalty: 2953.710449
	Iteration 82Q: 3 clusters Score -2309707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2309707.750000 Penalty: 2953.710449
	Iteration 83Q: 3 clusters Score -2309708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2309711.000000 Penalty: 2953.710449
	Iteration 84Q: 3 clusters Score -2309711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2309711.000000 Penalty: 2953.710449
	Iteration 85F: 3 clusters Score -2309711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Entering Unmasked Estep 
Score: -627050.812500 Penalty: 1289.597046
	Iteration 0F: 2 clusters Score -627050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -622893.187500 Penalty: 2579.194092
	Iteration 0F: 3 clusters Score -622893.2 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -624165.312500 Penalty: 2579.194092
	Iteration 1F: 3 clusters Score -624165.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -624440.625000 Penalty: 2579.194092
	Iteration 2F: 3 clusters Score -624440.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -624673.062500 Penalty: 2579.194092
	Iteration 3F: 3 clusters Score -624673.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -624862.062500 Penalty: 2579.194092
	Iteration 4Q: 3 clusters Score -624862.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -625041.062500 Penalty: 2579.194092
	Iteration 5Q: 3 clusters Score -625041.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -625193.687500 Penalty: 2579.194092
	Iteration 6Q: 3 clusters Score -625193.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -625330.625000 Penalty: 2579.194092
	Iteration 7Q: 3 clusters Score -625330.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -625443.750000 Penalty: 2579.194092
	Iteration 8Q: 3 clusters Score -625443.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -625541.812500 Penalty: 2579.194092
	Iteration 9Q: 3 clusters Score -625541.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -625649.437500 Penalty: 2579.194092
	Iteration 10Q: 3 clusters Score -625649.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -625756.437500 Penalty: 2579.194092
	Iteration 11Q: 3 clusters Score -625756.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -625844.437500 Penalty: 2579.194092
	Iteration 12Q: 3 clusters Score -625844.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -625931.750000 Penalty: 2579.194092
	Iteration 13Q: 3 clusters Score -625931.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -626000.250000 Penalty: 2579.194092
	Iteration 14Q: 3 clusters Score -626000.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -626055.437500 Penalty: 2579.194092
	Iteration 15Q: 3 clusters Score -626055.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -626098.937500 Penalty: 2579.194092
	Iteration 16Q: 3 clusters Score -626098.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -626133.125000 Penalty: 2579.194092
	Iteration 17Q: 3 clusters Score -626133.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -626162.812500 Penalty: 2579.194092
	Iteration 18Q: 3 clusters Score -626162.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -626184.437500 Penalty: 2579.194092
	Iteration 19Q: 3 clusters Score -626184.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -626197.875000 Penalty: 2579.194092
	Iteration 20F: 3 clusters Score -626197.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -626207.937500 Penalty: 2579.194092
	Iteration 21Q: 3 clusters Score -626207.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -626215.750000 Penalty: 2579.194092
	Iteration 22Q: 3 clusters Score -626215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -626220.250000 Penalty: 2579.194092
	Iteration 23Q: 3 clusters Score -626220.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -626228.750000 Penalty: 2579.194092
	Iteration 24Q: 3 clusters Score -626228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -626234.125000 Penalty: 2579.194092
	Iteration 25Q: 3 clusters Score -626234.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -626241.187500 Penalty: 2579.194092
	Iteration 26Q: 3 clusters Score -626241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -626245.812500 Penalty: 2579.194092
	Iteration 27Q: 3 clusters Score -626245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -626251.437500 Penalty: 2579.194092
	Iteration 28Q: 3 clusters Score -626251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -626253.875000 Penalty: 2579.194092
	Iteration 29Q: 3 clusters Score -626253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -626258.437500 Penalty: 2579.194092
	Iteration 30Q: 3 clusters Score -626258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -626260.312500 Penalty: 2579.194092
	Iteration 31Q: 3 clusters Score -626260.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -626264.625000 Penalty: 2579.194092
	Iteration 32Q: 3 clusters Score -626264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -626265.937500 Penalty: 2579.194092
	Iteration 33Q: 3 clusters Score -626265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -626268.125000 Penalty: 2579.194092
	Iteration 34Q: 3 clusters Score -626268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -626270.625000 Penalty: 2579.194092
	Iteration 35Q: 3 clusters Score -626270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -626272.750000 Penalty: 2579.194092
	Iteration 36Q: 3 clusters Score -626272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -626276.187500 Penalty: 2579.194092
	Iteration 37Q: 3 clusters Score -626276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -626277.500000 Penalty: 2579.194092
	Iteration 38Q: 3 clusters Score -626277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -626279.187500 Penalty: 2579.194092
	Iteration 39Q: 3 clusters Score -626279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -626281.937500 Penalty: 2579.194092
	Iteration 40F: 3 clusters Score -626281.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -626284.562500 Penalty: 2579.194092
	Iteration 41Q: 3 clusters Score -626284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -626283.937500 Penalty: 2579.194092
	Iteration 42Q: 3 clusters Score -626283.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -626286.125000 Penalty: 2579.194092
	Iteration 43Q: 3 clusters Score -626286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -626287.000000 Penalty: 2579.194092
	Iteration 44Q: 3 clusters Score -626287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -626287.000000 Penalty: 2579.194092
	Iteration 45F: 3 clusters Score -626287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Entering Unmasked Estep 
Score: -1969477.250000 Penalty: 1460.916138
	Iteration 0F: 2 clusters Score -1969477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1957480.500000 Penalty: 2921.832275
	Iteration 0F: 3 clusters Score -1957480 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1961771.500000 Penalty: 2921.832275
	Iteration 1F: 3 clusters Score -1961772 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1962161.250000 Penalty: 2921.832275
	Iteration 2F: 3 clusters Score -1962161 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1962510.125000 Penalty: 2921.832275
	Iteration 3Q: 3 clusters Score -1962510 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1962890.375000 Penalty: 2921.832275
	Iteration 4Q: 3 clusters Score -1962890 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1963387.125000 Penalty: 2921.832275
	Iteration 5Q: 3 clusters Score -1963387 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1964045.625000 Penalty: 2921.832275
	Iteration 6F: 3 clusters Score -1964046 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1964835.125000 Penalty: 2921.832275
	Iteration 7F: 3 clusters Score -1964835 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1965702.625000 Penalty: 2921.832275
	Iteration 8F: 3 clusters Score -1965703 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1966556.375000 Penalty: 2921.832275
	Iteration 9F: 3 clusters Score -1966556 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1967292.000000 Penalty: 2921.832275
	Iteration 10Q: 3 clusters Score -1967292 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1967892.250000 Penalty: 2921.832275
	Iteration 11Q: 3 clusters Score -1967892 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1968359.125000 Penalty: 2921.832275
	Iteration 12Q: 3 clusters Score -1968359 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1968657.125000 Penalty: 2921.832275
	Iteration 13Q: 3 clusters Score -1968657 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1968856.375000 Penalty: 2921.832275
	Iteration 14Q: 3 clusters Score -1968856 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1968987.000000 Penalty: 2921.832275
	Iteration 15Q: 3 clusters Score -1968987 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1969062.000000 Penalty: 2921.832275
	Iteration 16Q: 3 clusters Score -1969062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1969090.250000 Penalty: 2921.832275
	Iteration 17Q: 3 clusters Score -1969090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1969116.625000 Penalty: 2921.832275
	Iteration 18Q: 3 clusters Score -1969117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1969137.750000 Penalty: 2921.832275
	Iteration 19Q: 3 clusters Score -1969138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1969156.625000 Penalty: 2921.832275
	Iteration 20F: 3 clusters Score -1969157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1969179.375000 Penalty: 2921.832275
	Iteration 21Q: 3 clusters Score -1969179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1969187.750000 Penalty: 2921.832275
	Iteration 22Q: 3 clusters Score -1969188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1969196.625000 Penalty: 2921.832275
	Iteration 23Q: 3 clusters Score -1969197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1969195.375000 Penalty: 2921.832275
	Iteration 24Q: 3 clusters Score -1969195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1969198.000000 Penalty: 2921.832275
	Iteration 25Q: 3 clusters Score -1969198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1969200.875000 Penalty: 2921.832275
	Iteration 26Q: 3 clusters Score -1969201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1969207.375000 Penalty: 2921.832275
	Iteration 27Q: 3 clusters Score -1969207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1969206.000000 Penalty: 2921.832275
	Iteration 28Q: 3 clusters Score -1969206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1969206.000000 Penalty: 2921.832275
	Iteration 29F: 3 clusters Score -1969206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Entering Unmasked Estep 
Score: -7923193.500000 Penalty: 1658.839844
	Iteration 0F: 2 clusters Score -7923194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -7878104.000000 Penalty: 3317.679688
	Iteration 0F: 3 clusters Score -7878104 nChanged 32550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -7896483.500000 Penalty: 3317.679688
	Iteration 1F: 3 clusters Score -7896484 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7897308.500000 Penalty: 3317.679688
	Iteration 2Q: 3 clusters Score -7897308 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -7898256.000000 Penalty: 3317.679688
	Iteration 3Q: 3 clusters Score -7898256 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -7899631.000000 Penalty: 3317.679688
	Iteration 4Q: 3 clusters Score -7899631 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -7901584.500000 Penalty: 3317.679688
	Iteration 5F: 3 clusters Score -7901584 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7904538.000000 Penalty: 3317.679688
	Iteration 6F: 3 clusters Score -7904538 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -7908226.500000 Penalty: 3317.679688
	Iteration 7F: 3 clusters Score -7908226 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -7912559.500000 Penalty: 3317.679688
	Iteration 8F: 3 clusters Score -7912560 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -7916503.000000 Penalty: 3317.679688
	Iteration 9F: 3 clusters Score -7916503 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7919356.500000 Penalty: 3317.679688
	Iteration 10Q: 3 clusters Score -7919356 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7920808.500000 Penalty: 3317.679688
	Iteration 11Q: 3 clusters Score -7920808 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7921450.500000 Penalty: 3317.679688
	Iteration 12Q: 3 clusters Score -7921450 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7921701.500000 Penalty: 3317.679688
	Iteration 13Q: 3 clusters Score -7921702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7921810.000000 Penalty: 3317.679688
	Iteration 14Q: 3 clusters Score -7921810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7921853.000000 Penalty: 3317.679688
	Iteration 15Q: 3 clusters Score -7921853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7921899.500000 Penalty: 3317.679688
	Iteration 16Q: 3 clusters Score -7921900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7921929.000000 Penalty: 3317.679688
	Iteration 17Q: 3 clusters Score -7921929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7921951.000000 Penalty: 3317.679688
	Iteration 18Q: 3 clusters Score -7921951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7921980.500000 Penalty: 3317.679688
	Iteration 19Q: 3 clusters Score -7921980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7921977.500000 Penalty: 3317.679688
	Iteration 20F: 3 clusters Score -7921978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7921991.000000 Penalty: 3317.679688
	Iteration 21Q: 3 clusters Score -7921991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7922001.500000 Penalty: 3317.679688
	Iteration 22Q: 3 clusters Score -7922002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7922010.000000 Penalty: 3317.679688
	Iteration 23Q: 3 clusters Score -7922010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7922020.500000 Penalty: 3317.679688
	Iteration 24Q: 3 clusters Score -7922020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7922024.500000 Penalty: 3317.679688
	Iteration 25Q: 3 clusters Score -7922024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7922024.500000 Penalty: 3317.679688
	Iteration 26F: 3 clusters Score -7922024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Entering Unmasked Estep 
Score: -2526304.750000 Penalty: 1492.972778
	Iteration 0F: 2 clusters Score -2526305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2511395.250000 Penalty: 2985.945557
	Iteration 0F: 3 clusters Score -2511395 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2517154.250000 Penalty: 2985.945557
	Iteration 1F: 3 clusters Score -2517154 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2517919.250000 Penalty: 2985.945557
	Iteration 2F: 3 clusters Score -2517919 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2518857.750000 Penalty: 2985.945557
	Iteration 3F: 3 clusters Score -2518858 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2519945.250000 Penalty: 2985.945557
	Iteration 4F: 3 clusters Score -2519945 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2521286.750000 Penalty: 2985.945557
	Iteration 5F: 3 clusters Score -2521287 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2522710.250000 Penalty: 2985.945557
	Iteration 6F: 3 clusters Score -2522710 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2524000.750000 Penalty: 2985.945557
	Iteration 7F: 3 clusters Score -2524001 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2524968.500000 Penalty: 2985.945557
	Iteration 8Q: 3 clusters Score -2524968 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2525635.500000 Penalty: 2985.945557
	Iteration 9Q: 3 clusters Score -2525636 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2525976.250000 Penalty: 2985.945557
	Iteration 10Q: 3 clusters Score -2525976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2526111.750000 Penalty: 2985.945557
	Iteration 11Q: 3 clusters Score -2526112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2526179.000000 Penalty: 2985.945557
	Iteration 12Q: 3 clusters Score -2526179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2526209.500000 Penalty: 2985.945557
	Iteration 13Q: 3 clusters Score -2526210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2526249.500000 Penalty: 2985.945557
	Iteration 14Q: 3 clusters Score -2526250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2526275.500000 Penalty: 2985.945557
	Iteration 15Q: 3 clusters Score -2526276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2526291.750000 Penalty: 2985.945557
	Iteration 16Q: 3 clusters Score -2526292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2526316.250000 Penalty: 2985.945557
	Iteration 17Q: 3 clusters Score -2526316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2526344.500000 Penalty: 2985.945557
	Iteration 18Q: 3 clusters Score -2526344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2526402.250000 Penalty: 2985.945557
	Iteration 19Q: 3 clusters Score -2526402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2526487.500000 Penalty: 2985.945557
	Iteration 20F: 3 clusters Score -2526488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2526554.500000 Penalty: 2985.945557
	Iteration 21Q: 3 clusters Score -2526554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2526592.750000 Penalty: 2985.945557
	Iteration 22Q: 3 clusters Score -2526593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2526621.000000 Penalty: 2985.945557
	Iteration 23Q: 3 clusters Score -2526621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2526637.250000 Penalty: 2985.945557
	Iteration 24Q: 3 clusters Score -2526637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2526646.250000 Penalty: 2985.945557
	Iteration 25Q: 3 clusters Score -2526646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2526650.500000 Penalty: 2985.945557
	Iteration 26Q: 3 clusters Score -2526650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2526652.250000 Penalty: 2985.945557
	Iteration 27Q: 3 clusters Score -2526652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2526650.250000 Penalty: 2985.945557
	Iteration 28Q: 3 clusters Score -2526650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2526648.250000 Penalty: 2985.945557
	Iteration 29Q: 3 clusters Score -2526648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2526649.000000 Penalty: 2985.945557
	Iteration 30Q: 3 clusters Score -2526649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2526648.500000 Penalty: 2985.945557
	Iteration 31Q: 3 clusters Score -2526648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2526650.250000 Penalty: 2985.945557
	Iteration 32Q: 3 clusters Score -2526650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2526649.250000 Penalty: 2985.945557
	Iteration 33Q: 3 clusters Score -2526649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2526649.250000 Penalty: 2985.945557
	Iteration 34F: 3 clusters Score -2526649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 21144 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 78624 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42109 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 1631 members 
Entering Unmasked Estep 
Score: -111088296.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111088696.000000 to -111088296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Entering Unmasked Estep 
Score: -818262.312500 Penalty: 1328.265869
	Iteration 0F: 2 clusters Score -818262.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -813089.625000 Penalty: 2656.531738
	Iteration 0F: 3 clusters Score -813089.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -814642.687500 Penalty: 2656.531738
	Iteration 1F: 3 clusters Score -814642.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -814942.937500 Penalty: 2656.531738
	Iteration 2F: 3 clusters Score -814942.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -815211.750000 Penalty: 2656.531738
	Iteration 3F: 3 clusters Score -815211.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -815458.812500 Penalty: 2656.531738
	Iteration 4F: 3 clusters Score -815458.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -815668.625000 Penalty: 2656.531738
	Iteration 5Q: 3 clusters Score -815668.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -815839.875000 Penalty: 2656.531738
	Iteration 6Q: 3 clusters Score -815839.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -815997.625000 Penalty: 2656.531738
	Iteration 7Q: 3 clusters Score -815997.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -816123.000000 Penalty: 2656.531738
	Iteration 8Q: 3 clusters Score -816123 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -816244.062500 Penalty: 2656.531738
	Iteration 9Q: 3 clusters Score -816244.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -816340.625000 Penalty: 2656.531738
	Iteration 10Q: 3 clusters Score -816340.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -816432.875000 Penalty: 2656.531738
	Iteration 11Q: 3 clusters Score -816432.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -816501.062500 Penalty: 2656.531738
	Iteration 12Q: 3 clusters Score -816501.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -816572.375000 Penalty: 2656.531738
	Iteration 13Q: 3 clusters Score -816572.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -816639.500000 Penalty: 2656.531738
	Iteration 14Q: 3 clusters Score -816639.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -816695.812500 Penalty: 2656.531738
	Iteration 15Q: 3 clusters Score -816695.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -816765.625000 Penalty: 2656.531738
	Iteration 16Q: 3 clusters Score -816765.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -816831.187500 Penalty: 2656.531738
	Iteration 17Q: 3 clusters Score -816831.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -816878.187500 Penalty: 2656.531738
	Iteration 18Q: 3 clusters Score -816878.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -816910.000000 Penalty: 2656.531738
	Iteration 19Q: 3 clusters Score -816910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -816929.437500 Penalty: 2656.531738
	Iteration 20F: 3 clusters Score -816929.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -816945.250000 Penalty: 2656.531738
	Iteration 21Q: 3 clusters Score -816945.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -816967.250000 Penalty: 2656.531738
	Iteration 22Q: 3 clusters Score -816967.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -816997.812500 Penalty: 2656.531738
	Iteration 23Q: 3 clusters Score -816997.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -817025.125000 Penalty: 2656.531738
	Iteration 24Q: 3 clusters Score -817025.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -817055.437500 Penalty: 2656.531738
	Iteration 25Q: 3 clusters Score -817055.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -817079.375000 Penalty: 2656.531738
	Iteration 26Q: 3 clusters Score -817079.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -817111.437500 Penalty: 2656.531738
	Iteration 27Q: 3 clusters Score -817111.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -817145.937500 Penalty: 2656.531738
	Iteration 28Q: 3 clusters Score -817145.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -817185.875000 Penalty: 2656.531738
	Iteration 29Q: 3 clusters Score -817185.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -817214.562500 Penalty: 2656.531738
	Iteration 30Q: 3 clusters Score -817214.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -817250.250000 Penalty: 2656.531738
	Iteration 31Q: 3 clusters Score -817250.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -817282.625000 Penalty: 2656.531738
	Iteration 32Q: 3 clusters Score -817282.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -817306.375000 Penalty: 2656.531738
	Iteration 33Q: 3 clusters Score -817306.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -817329.875000 Penalty: 2656.531738
	Iteration 34Q: 3 clusters Score -817329.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -817359.750000 Penalty: 2656.531738
	Iteration 35Q: 3 clusters Score -817359.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -817382.312500 Penalty: 2656.531738
	Iteration 36Q: 3 clusters Score -817382.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -817400.062500 Penalty: 2656.531738
	Iteration 37Q: 3 clusters Score -817400.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -817413.375000 Penalty: 2656.531738
	Iteration 38Q: 3 clusters Score -817413.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -817429.312500 Penalty: 2656.531738
	Iteration 39Q: 3 clusters Score -817429.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -817441.250000 Penalty: 2656.531738
	Iteration 40F: 3 clusters Score -817441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -817442.125000 Penalty: 2656.531738
	Iteration 41Q: 3 clusters Score -817442.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -817449.312500 Penalty: 2656.531738
	Iteration 42Q: 3 clusters Score -817449.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -817453.437500 Penalty: 2656.531738
	Iteration 43Q: 3 clusters Score -817453.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -817456.125000 Penalty: 2656.531738
	Iteration 44Q: 3 clusters Score -817456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -817461.937500 Penalty: 2656.531738
	Iteration 45Q: 3 clusters Score -817461.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -817466.250000 Penalty: 2656.531738
	Iteration 46Q: 3 clusters Score -817466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -817468.875000 Penalty: 2656.531738
	Iteration 47Q: 3 clusters Score -817468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -817473.187500 Penalty: 2656.531738
	Iteration 48Q: 3 clusters Score -817473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -817479.750000 Penalty: 2656.531738
	Iteration 49Q: 3 clusters Score -817479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -817484.625000 Penalty: 2656.531738
	Iteration 50Q: 3 clusters Score -817484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -817486.625000 Penalty: 2656.531738
	Iteration 51Q: 3 clusters Score -817486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -817487.937500 Penalty: 2656.531738
	Iteration 52Q: 3 clusters Score -817487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -817489.250000 Penalty: 2656.531738
	Iteration 53Q: 3 clusters Score -817489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -817492.812500 Penalty: 2656.531738
	Iteration 54Q: 3 clusters Score -817492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -817496.062500 Penalty: 2656.531738
	Iteration 55Q: 3 clusters Score -817496.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -817499.000000 Penalty: 2656.531738
	Iteration 56Q: 3 clusters Score -817499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -817501.875000 Penalty: 2656.531738
	Iteration 57Q: 3 clusters Score -817501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -817505.312500 Penalty: 2656.531738
	Iteration 58Q: 3 clusters Score -817505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -817507.437500 Penalty: 2656.531738
	Iteration 59Q: 3 clusters Score -817507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -817507.687500 Penalty: 2656.531738
	Iteration 60F: 3 clusters Score -817507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -817509.500000 Penalty: 2656.531738
	Iteration 61Q: 3 clusters Score -817509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -817512.312500 Penalty: 2656.531738
	Iteration 62Q: 3 clusters Score -817512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -817510.437500 Penalty: 2656.531738
	Iteration 63Q: 3 clusters Score -817510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -817512.000000 Penalty: 2656.531738
	Iteration 64Q: 3 clusters Score -817512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -817511.687500 Penalty: 2656.531738
	Iteration 65Q: 3 clusters Score -817511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -817511.687500 Penalty: 2656.531738
	Iteration 66F: 3 clusters Score -817511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29021.583984 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29021.58 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29333.275391 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29333.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29519.958984 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29519.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29596.166016 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29596.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29643.968750 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29643.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29667.843750 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29667.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29678.031250 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29678.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29683.814453 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29683.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29683.814453 Penalty: 1821.400513
	Iteration 8F: 3 clusters Score -29683.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (68020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Entering Unmasked Estep 
Score: -7572363.500000 Penalty: 1655.780518
	Iteration 0F: 2 clusters Score -7572364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -7528171.500000 Penalty: 3311.561035
	Iteration 0F: 3 clusters Score -7528172 nChanged 31877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7546660.000000 Penalty: 3311.561035
	Iteration 1F: 3 clusters Score -7546660 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -7547819.500000 Penalty: 3311.561035
	Iteration 2Q: 3 clusters Score -7547820 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -7549146.000000 Penalty: 3311.561035
	Iteration 3Q: 3 clusters Score -7549146 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -7550666.000000 Penalty: 3311.561035
	Iteration 4Q: 3 clusters Score -7550666 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -7552534.000000 Penalty: 3311.561035
	Iteration 5F: 3 clusters Score -7552534 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -7554739.000000 Penalty: 3311.561035
	Iteration 6F: 3 clusters Score -7554739 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -7556941.000000 Penalty: 3311.561035
	Iteration 7F: 3 clusters Score -7556941 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -7559198.500000 Penalty: 3311.561035
	Iteration 8F: 3 clusters Score -7559198 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7561007.500000 Penalty: 3311.561035
	Iteration 9Q: 3 clusters Score -7561008 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -7562184.000000 Penalty: 3311.561035
	Iteration 10Q: 3 clusters Score -7562184 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7562901.000000 Penalty: 3311.561035
	Iteration 11Q: 3 clusters Score -7562901 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -7563297.500000 Penalty: 3311.561035
	Iteration 12Q: 3 clusters Score -7563298 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -7563679.500000 Penalty: 3311.561035
	Iteration 13Q: 3 clusters Score -7563680 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -7563988.500000 Penalty: 3311.561035
	Iteration 14Q: 3 clusters Score -7563988 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -7564322.000000 Penalty: 3311.561035
	Iteration 15Q: 3 clusters Score -7564322 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -7564764.500000 Penalty: 3311.561035
	Iteration 16Q: 3 clusters Score -7564764 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7565232.000000 Penalty: 3311.561035
	Iteration 17Q: 3 clusters Score -7565232 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -7565711.500000 Penalty: 3311.561035
	Iteration 18Q: 3 clusters Score -7565712 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -7566316.000000 Penalty: 3311.561035
	Iteration 19Q: 3 clusters Score -7566316 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -7566823.500000 Penalty: 3311.561035
	Iteration 20F: 3 clusters Score -7566824 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -7567246.500000 Penalty: 3311.561035
	Iteration 21Q: 3 clusters Score -7567246 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -7567673.500000 Penalty: 3311.561035
	Iteration 22Q: 3 clusters Score -7567674 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -7568024.000000 Penalty: 3311.561035
	Iteration 23Q: 3 clusters Score -7568024 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -7568206.500000 Penalty: 3311.561035
	Iteration 24Q: 3 clusters Score -7568206 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -7568332.500000 Penalty: 3311.561035
	Iteration 25Q: 3 clusters Score -7568332 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -7568442.500000 Penalty: 3311.561035
	Iteration 26Q: 3 clusters Score -7568442 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7568537.500000 Penalty: 3311.561035
	Iteration 27Q: 3 clusters Score -7568538 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -7568593.500000 Penalty: 3311.561035
	Iteration 28Q: 3 clusters Score -7568594 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -7568657.000000 Penalty: 3311.561035
	Iteration 29Q: 3 clusters Score -7568657 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7568684.000000 Penalty: 3311.561035
	Iteration 30Q: 3 clusters Score -7568684 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -7568721.500000 Penalty: 3311.561035
	Iteration 31Q: 3 clusters Score -7568722 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7568721.000000 Penalty: 3311.561035
	Iteration 32Q: 3 clusters Score -7568721 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -7568728.000000 Penalty: 3311.561035
	Iteration 33Q: 3 clusters Score -7568728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -7568747.500000 Penalty: 3311.561035
	Iteration 34Q: 3 clusters Score -7568748 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -7568754.000000 Penalty: 3311.561035
	Iteration 35Q: 3 clusters Score -7568754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -7568783.500000 Penalty: 3311.561035
	Iteration 36Q: 3 clusters Score -7568784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -7568780.500000 Penalty: 3311.561035
	Iteration 37Q: 3 clusters Score -7568780 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7568801.500000 Penalty: 3311.561035
	Iteration 38Q: 3 clusters Score -7568802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -7568821.500000 Penalty: 3311.561035
	Iteration 39Q: 3 clusters Score -7568822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7568843.000000 Penalty: 3311.561035
	Iteration 40F: 3 clusters Score -7568843 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -7568840.500000 Penalty: 3311.561035
	Iteration 41Q: 3 clusters Score -7568840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -7568878.000000 Penalty: 3311.561035
	Iteration 42Q: 3 clusters Score -7568878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7568895.500000 Penalty: 3311.561035
	Iteration 43Q: 3 clusters Score -7568896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -7568905.500000 Penalty: 3311.561035
	Iteration 44Q: 3 clusters Score -7568906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -7568925.500000 Penalty: 3311.561035
	Iteration 45Q: 3 clusters Score -7568926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -7568945.000000 Penalty: 3311.561035
	Iteration 46Q: 3 clusters Score -7568945 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -7568932.000000 Penalty: 3311.561035
	Iteration 47Q: 3 clusters Score -7568932 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -7568911.500000 Penalty: 3311.561035
	Iteration 48Q: 3 clusters Score -7568912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -7568956.500000 Penalty: 3311.561035
	Iteration 49Q: 3 clusters Score -7568956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -7568940.500000 Penalty: 3311.561035
	Iteration 50Q: 3 clusters Score -7568940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -7568955.500000 Penalty: 3311.561035
	Iteration 51Q: 3 clusters Score -7568956 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -7568978.500000 Penalty: 3311.561035
	Iteration 52Q: 3 clusters Score -7568978 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -7568997.000000 Penalty: 3311.561035
	Iteration 53Q: 3 clusters Score -7568997 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -7569005.500000 Penalty: 3311.561035
	Iteration 54Q: 3 clusters Score -7569006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -7569027.000000 Penalty: 3311.561035
	Iteration 55Q: 3 clusters Score -7569027 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7569017.000000 Penalty: 3311.561035
	Iteration 56Q: 3 clusters Score -7569017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7569022.000000 Penalty: 3311.561035
	Iteration 57Q: 3 clusters Score -7569022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -7569050.500000 Penalty: 3311.561035
	Iteration 58Q: 3 clusters Score -7569050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -7569052.000000 Penalty: 3311.561035
	Iteration 59Q: 3 clusters Score -7569052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -7569039.000000 Penalty: 3311.561035
	Iteration 60F: 3 clusters Score -7569039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -7569042.500000 Penalty: 3311.561035
	Iteration 61Q: 3 clusters Score -7569042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -7569046.500000 Penalty: 3311.561035
	Iteration 62Q: 3 clusters Score -7569046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -7569063.500000 Penalty: 3311.561035
	Iteration 63Q: 3 clusters Score -7569064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -7569079.500000 Penalty: 3311.561035
	Iteration 64Q: 3 clusters Score -7569080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -7569086.000000 Penalty: 3311.561035
	Iteration 65Q: 3 clusters Score -7569086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -7569097.500000 Penalty: 3311.561035
	Iteration 66Q: 3 clusters Score -7569098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -7569103.500000 Penalty: 3311.561035
	Iteration 67Q: 3 clusters Score -7569104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7569096.000000 Penalty: 3311.561035
	Iteration 68Q: 3 clusters Score -7569096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -7569105.000000 Penalty: 3311.561035
	Iteration 69Q: 3 clusters Score -7569105 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -7569104.500000 Penalty: 3311.561035
	Iteration 70Q: 3 clusters Score -7569104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7569084.500000 Penalty: 3311.561035
	Iteration 71Q: 3 clusters Score -7569084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -7569095.500000 Penalty: 3311.561035
	Iteration 72Q: 3 clusters Score -7569096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -7569114.500000 Penalty: 3311.561035
	Iteration 73Q: 3 clusters Score -7569114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -7569108.500000 Penalty: 3311.561035
	Iteration 74Q: 3 clusters Score -7569108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -7569134.500000 Penalty: 3311.561035
	Iteration 75Q: 3 clusters Score -7569134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -7569129.500000 Penalty: 3311.561035
	Iteration 76Q: 3 clusters Score -7569130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -7569143.000000 Penalty: 3311.561035
	Iteration 77Q: 3 clusters Score -7569143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -7569139.000000 Penalty: 3311.561035
	Iteration 78Q: 3 clusters Score -7569139 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7569144.000000 Penalty: 3311.561035
	Iteration 79Q: 3 clusters Score -7569144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -7569136.000000 Penalty: 3311.561035
	Iteration 80F: 3 clusters Score -7569136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7569125.000000 Penalty: 3311.561035
	Iteration 81Q: 3 clusters Score -7569125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -7569126.000000 Penalty: 3311.561035
	Iteration 82Q: 3 clusters Score -7569126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7569142.500000 Penalty: 3311.561035
	Iteration 83Q: 3 clusters Score -7569142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7569128.500000 Penalty: 3311.561035
	Iteration 84Q: 3 clusters Score -7569128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7569130.500000 Penalty: 3311.561035
	Iteration 85Q: 3 clusters Score -7569130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -7569121.500000 Penalty: 3311.561035
	Iteration 86Q: 3 clusters Score -7569122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7569130.000000 Penalty: 3311.561035
	Iteration 87Q: 3 clusters Score -7569130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7569130.000000 Penalty: 3311.561035
	Iteration 88Q: 3 clusters Score -7569130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -7569130.500000 Penalty: 3311.561035
	Iteration 89Q: 3 clusters Score -7569130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7569133.000000 Penalty: 3311.561035
	Iteration 90Q: 3 clusters Score -7569133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7569139.000000 Penalty: 3311.561035
	Iteration 91Q: 3 clusters Score -7569139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -7569138.000000 Penalty: 3311.561035
	Iteration 92Q: 3 clusters Score -7569138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7569141.000000 Penalty: 3311.561035
	Iteration 93Q: 3 clusters Score -7569141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -7569148.500000 Penalty: 3311.561035
	Iteration 94Q: 3 clusters Score -7569148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7569148.500000 Penalty: 3311.561035
	Iteration 95Q: 3 clusters Score -7569148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7569148.000000 Penalty: 3311.561035
	Iteration 96Q: 3 clusters Score -7569148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -7569143.000000 Penalty: 3311.561035
	Iteration 97Q: 3 clusters Score -7569143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -7569142.000000 Penalty: 3311.561035
	Iteration 98Q: 3 clusters Score -7569142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -7569140.000000 Penalty: 3311.561035
	Iteration 99Q: 3 clusters Score -7569140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -7569140.000000 Penalty: 3311.561035
	Iteration 100F: 3 clusters Score -7569140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -7569146.000000 Penalty: 3311.561035
	Iteration 101Q: 3 clusters Score -7569146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -7569143.000000 Penalty: 3311.561035
	Iteration 102Q: 3 clusters Score -7569143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -7569140.000000 Penalty: 3311.561035
	Iteration 103Q: 3 clusters Score -7569140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7569144.000000 Penalty: 3311.561035
	Iteration 104Q: 3 clusters Score -7569144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -7569152.000000 Penalty: 3311.561035
	Iteration 105Q: 3 clusters Score -7569152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7569154.000000 Penalty: 3311.561035
	Iteration 106Q: 3 clusters Score -7569154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7569166.000000 Penalty: 3311.561035
	Iteration 107Q: 3 clusters Score -7569166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7569161.500000 Penalty: 3311.561035
	Iteration 108Q: 3 clusters Score -7569162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -7569157.500000 Penalty: 3311.561035
	Iteration 109Q: 3 clusters Score -7569158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -7569162.500000 Penalty: 3311.561035
	Iteration 110Q: 3 clusters Score -7569162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -7569164.500000 Penalty: 3311.561035
	Iteration 111Q: 3 clusters Score -7569164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7569166.500000 Penalty: 3311.561035
	Iteration 112Q: 3 clusters Score -7569166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7569163.500000 Penalty: 3311.561035
	Iteration 113Q: 3 clusters Score -7569164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -7569160.500000 Penalty: 3311.561035
	Iteration 114Q: 3 clusters Score -7569160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -7569165.000000 Penalty: 3311.561035
	Iteration 115Q: 3 clusters Score -7569165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7569161.500000 Penalty: 3311.561035
	Iteration 116Q: 3 clusters Score -7569162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -7569172.000000 Penalty: 3311.561035
	Iteration 117Q: 3 clusters Score -7569172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -7569171.000000 Penalty: 3311.561035
	Iteration 118Q: 3 clusters Score -7569171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -7569173.000000 Penalty: 3311.561035
	Iteration 119Q: 3 clusters Score -7569173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -7569180.000000 Penalty: 3311.561035
	Iteration 120F: 3 clusters Score -7569180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -7569171.500000 Penalty: 3311.561035
	Iteration 121Q: 3 clusters Score -7569172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7569178.000000 Penalty: 3311.561035
	Iteration 122Q: 3 clusters Score -7569178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -7569175.000000 Penalty: 3311.561035
	Iteration 123Q: 3 clusters Score -7569175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7569171.500000 Penalty: 3311.561035
	Iteration 124Q: 3 clusters Score -7569172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -7569167.000000 Penalty: 3311.561035
	Iteration 125Q: 3 clusters Score -7569167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -7569166.000000 Penalty: 3311.561035
	Iteration 126Q: 3 clusters Score -7569166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -7569172.500000 Penalty: 3311.561035
	Iteration 127Q: 3 clusters Score -7569172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -7569175.500000 Penalty: 3311.561035
	Iteration 128Q: 3 clusters Score -7569176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -7569173.500000 Penalty: 3311.561035
	Iteration 129Q: 3 clusters Score -7569174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -7569175.000000 Penalty: 3311.561035
	Iteration 130Q: 3 clusters Score -7569175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7569168.500000 Penalty: 3311.561035
	Iteration 131Q: 3 clusters Score -7569168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7569170.500000 Penalty: 3311.561035
	Iteration 132Q: 3 clusters Score -7569170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -7569165.500000 Penalty: 3311.561035
	Iteration 133Q: 3 clusters Score -7569166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -7569165.500000 Penalty: 3311.561035
	Iteration 134Q: 3 clusters Score -7569166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -7569171.500000 Penalty: 3311.561035
	Iteration 135Q: 3 clusters Score -7569172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -7569168.500000 Penalty: 3311.561035
	Iteration 136Q: 3 clusters Score -7569168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -7569168.500000 Penalty: 3311.561035
	Iteration 137F: 3 clusters Score -7569168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Entering Unmasked Estep 
Score: -9168524.000000 Penalty: 1677.338013
	Iteration 0F: 2 clusters Score -9168524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -9117702.000000 Penalty: 3354.676025
	Iteration 0F: 3 clusters Score -9117702 nChanged 36773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -9138841.000000 Penalty: 3354.676025
	Iteration 1F: 3 clusters Score -9138841 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -9140648.000000 Penalty: 3354.676025
	Iteration 2F: 3 clusters Score -9140648 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -9143679.000000 Penalty: 3354.676025
	Iteration 3F: 3 clusters Score -9143679 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -9148104.000000 Penalty: 3354.676025
	Iteration 4F: 3 clusters Score -9148104 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -9153047.000000 Penalty: 3354.676025
	Iteration 5F: 3 clusters Score -9153047 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -9157346.000000 Penalty: 3354.676025
	Iteration 6F: 3 clusters Score -9157346 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -9160788.000000 Penalty: 3354.676025
	Iteration 7F: 3 clusters Score -9160788 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -9163536.000000 Penalty: 3354.676025
	Iteration 8Q: 3 clusters Score -9163536 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -9165188.000000 Penalty: 3354.676025
	Iteration 9Q: 3 clusters Score -9165188 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -9166031.000000 Penalty: 3354.676025
	Iteration 10Q: 3 clusters Score -9166031 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -9166456.000000 Penalty: 3354.676025
	Iteration 11Q: 3 clusters Score -9166456 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -9166757.000000 Penalty: 3354.676025
	Iteration 12Q: 3 clusters Score -9166757 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -9166967.000000 Penalty: 3354.676025
	Iteration 13Q: 3 clusters Score -9166967 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -9167185.000000 Penalty: 3354.676025
	Iteration 14Q: 3 clusters Score -9167185 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -9167368.000000 Penalty: 3354.676025
	Iteration 15Q: 3 clusters Score -9167368 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -9167472.000000 Penalty: 3354.676025
	Iteration 16Q: 3 clusters Score -9167472 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -9167584.000000 Penalty: 3354.676025
	Iteration 17Q: 3 clusters Score -9167584 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -9167719.000000 Penalty: 3354.676025
	Iteration 18Q: 3 clusters Score -9167719 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -9167809.000000 Penalty: 3354.676025
	Iteration 19Q: 3 clusters Score -9167809 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -9167921.000000 Penalty: 3354.676025
	Iteration 20F: 3 clusters Score -9167921 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -9168005.000000 Penalty: 3354.676025
	Iteration 21Q: 3 clusters Score -9168005 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -9168078.000000 Penalty: 3354.676025
	Iteration 22Q: 3 clusters Score -9168078 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -9168101.000000 Penalty: 3354.676025
	Iteration 23Q: 3 clusters Score -9168101 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -9168196.000000 Penalty: 3354.676025
	Iteration 24Q: 3 clusters Score -9168196 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -9168236.000000 Penalty: 3354.676025
	Iteration 25Q: 3 clusters Score -9168236 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -9168260.000000 Penalty: 3354.676025
	Iteration 26Q: 3 clusters Score -9168260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -9168285.000000 Penalty: 3354.676025
	Iteration 27Q: 3 clusters Score -9168285 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -9168286.000000 Penalty: 3354.676025
	Iteration 28Q: 3 clusters Score -9168286 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -9168316.000000 Penalty: 3354.676025
	Iteration 29Q: 3 clusters Score -9168316 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -9168362.000000 Penalty: 3354.676025
	Iteration 30Q: 3 clusters Score -9168362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -9168394.000000 Penalty: 3354.676025
	Iteration 31Q: 3 clusters Score -9168394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -9168407.000000 Penalty: 3354.676025
	Iteration 32Q: 3 clusters Score -9168407 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -9168381.000000 Penalty: 3354.676025
	Iteration 33Q: 3 clusters Score -9168381 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -9168371.000000 Penalty: 3354.676025
	Iteration 34Q: 3 clusters Score -9168371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -9168384.000000 Penalty: 3354.676025
	Iteration 35Q: 3 clusters Score -9168384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -9168406.000000 Penalty: 3354.676025
	Iteration 36Q: 3 clusters Score -9168406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -9168425.000000 Penalty: 3354.676025
	Iteration 37Q: 3 clusters Score -9168425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -9168430.000000 Penalty: 3354.676025
	Iteration 38Q: 3 clusters Score -9168430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -9168454.000000 Penalty: 3354.676025
	Iteration 39Q: 3 clusters Score -9168454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -9168456.000000 Penalty: 3354.676025
	Iteration 40F: 3 clusters Score -9168456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -9168470.000000 Penalty: 3354.676025
	Iteration 41Q: 3 clusters Score -9168470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -9168466.000000 Penalty: 3354.676025
	Iteration 42Q: 3 clusters Score -9168466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -9168484.000000 Penalty: 3354.676025
	Iteration 43Q: 3 clusters Score -9168484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -9168483.000000 Penalty: 3354.676025
	Iteration 44Q: 3 clusters Score -9168483 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -9168474.000000 Penalty: 3354.676025
	Iteration 45Q: 3 clusters Score -9168474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -9168457.000000 Penalty: 3354.676025
	Iteration 46Q: 3 clusters Score -9168457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -9168511.000000 Penalty: 3354.676025
	Iteration 47Q: 3 clusters Score -9168511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -9168502.000000 Penalty: 3354.676025
	Iteration 48Q: 3 clusters Score -9168502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -9168531.000000 Penalty: 3354.676025
	Iteration 49Q: 3 clusters Score -9168531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -9168529.000000 Penalty: 3354.676025
	Iteration 50Q: 3 clusters Score -9168529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -9168530.000000 Penalty: 3354.676025
	Iteration 51Q: 3 clusters Score -9168530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -9168547.000000 Penalty: 3354.676025
	Iteration 52Q: 3 clusters Score -9168547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -9168545.000000 Penalty: 3354.676025
	Iteration 53Q: 3 clusters Score -9168545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -9168536.000000 Penalty: 3354.676025
	Iteration 54Q: 3 clusters Score -9168536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -9168527.000000 Penalty: 3354.676025
	Iteration 55Q: 3 clusters Score -9168527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -9168519.000000 Penalty: 3354.676025
	Iteration 56Q: 3 clusters Score -9168519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -9168535.000000 Penalty: 3354.676025
	Iteration 57Q: 3 clusters Score -9168535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -9168526.000000 Penalty: 3354.676025
	Iteration 58Q: 3 clusters Score -9168526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -9168534.000000 Penalty: 3354.676025
	Iteration 59Q: 3 clusters Score -9168534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -9168531.000000 Penalty: 3354.676025
	Iteration 60F: 3 clusters Score -9168531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -9168523.000000 Penalty: 3354.676025
	Iteration 61Q: 3 clusters Score -9168523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -9168531.000000 Penalty: 3354.676025
	Iteration 62Q: 3 clusters Score -9168531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -9168538.000000 Penalty: 3354.676025
	Iteration 63Q: 3 clusters Score -9168538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -9168537.000000 Penalty: 3354.676025
	Iteration 64Q: 3 clusters Score -9168537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -9168537.000000 Penalty: 3354.676025
	Iteration 65Q: 3 clusters Score -9168537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -9168538.000000 Penalty: 3354.676025
	Iteration 66Q: 3 clusters Score -9168538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -9168544.000000 Penalty: 3354.676025
	Iteration 67Q: 3 clusters Score -9168544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -9168558.000000 Penalty: 3354.676025
	Iteration 68Q: 3 clusters Score -9168558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -9168556.000000 Penalty: 3354.676025
	Iteration 69Q: 3 clusters Score -9168556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9168561.000000 Penalty: 3354.676025
	Iteration 70Q: 3 clusters Score -9168561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -9168581.000000 Penalty: 3354.676025
	Iteration 71Q: 3 clusters Score -9168581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -9168575.000000 Penalty: 3354.676025
	Iteration 72Q: 3 clusters Score -9168575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -9168576.000000 Penalty: 3354.676025
	Iteration 73Q: 3 clusters Score -9168576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -9168572.000000 Penalty: 3354.676025
	Iteration 74Q: 3 clusters Score -9168572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -9168575.000000 Penalty: 3354.676025
	Iteration 75Q: 3 clusters Score -9168575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -9168558.000000 Penalty: 3354.676025
	Iteration 76Q: 3 clusters Score -9168558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -9168568.000000 Penalty: 3354.676025
	Iteration 77Q: 3 clusters Score -9168568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -9168553.000000 Penalty: 3354.676025
	Iteration 78Q: 3 clusters Score -9168553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -9168557.000000 Penalty: 3354.676025
	Iteration 79Q: 3 clusters Score -9168557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -9168553.000000 Penalty: 3354.676025
	Iteration 80F: 3 clusters Score -9168553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 3354.676025
	Iteration 81Q: 3 clusters Score -9168570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -9168568.000000 Penalty: 3354.676025
	Iteration 82Q: 3 clusters Score -9168568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -9168574.000000 Penalty: 3354.676025
	Iteration 83Q: 3 clusters Score -9168574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 3354.676025
	Iteration 84Q: 3 clusters Score -9168570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -9168568.000000 Penalty: 3354.676025
	Iteration 85Q: 3 clusters Score -9168568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -9168571.000000 Penalty: 3354.676025
	Iteration 86Q: 3 clusters Score -9168571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 3354.676025
	Iteration 87Q: 3 clusters Score -9168570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -9168593.000000 Penalty: 3354.676025
	Iteration 88Q: 3 clusters Score -9168593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9168590.000000 Penalty: 3354.676025
	Iteration 89Q: 3 clusters Score -9168590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -9168585.000000 Penalty: 3354.676025
	Iteration 90Q: 3 clusters Score -9168585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -9168583.000000 Penalty: 3354.676025
	Iteration 91Q: 3 clusters Score -9168583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -9168577.000000 Penalty: 3354.676025
	Iteration 92Q: 3 clusters Score -9168577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -9168580.000000 Penalty: 3354.676025
	Iteration 93Q: 3 clusters Score -9168580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -9168580.000000 Penalty: 3354.676025
	Iteration 94Q: 3 clusters Score -9168580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -9168578.000000 Penalty: 3354.676025
	Iteration 95Q: 3 clusters Score -9168578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -9168586.000000 Penalty: 3354.676025
	Iteration 96Q: 3 clusters Score -9168586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -9168580.000000 Penalty: 3354.676025
	Iteration 97Q: 3 clusters Score -9168580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -9168572.000000 Penalty: 3354.676025
	Iteration 98Q: 3 clusters Score -9168572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 3354.676025
	Iteration 99Q: 3 clusters Score -9168570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -9168568.000000 Penalty: 3354.676025
	Iteration 100F: 3 clusters Score -9168568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -9168568.000000 Penalty: 3354.676025
	Iteration 101Q: 3 clusters Score -9168568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 3354.676025
	Iteration 102Q: 3 clusters Score -9168570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 3354.676025
	Iteration 103Q: 3 clusters Score -9168570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -9168573.000000 Penalty: 3354.676025
	Iteration 104Q: 3 clusters Score -9168573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -9168563.000000 Penalty: 3354.676025
	Iteration 105Q: 3 clusters Score -9168563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -9168564.000000 Penalty: 3354.676025
	Iteration 106Q: 3 clusters Score -9168564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -9168571.000000 Penalty: 3354.676025
	Iteration 107Q: 3 clusters Score -9168571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -9168569.000000 Penalty: 3354.676025
	Iteration 108Q: 3 clusters Score -9168569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -9168562.000000 Penalty: 3354.676025
	Iteration 109Q: 3 clusters Score -9168562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -9168553.000000 Penalty: 3354.676025
	Iteration 110Q: 3 clusters Score -9168553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -9168561.000000 Penalty: 3354.676025
	Iteration 111Q: 3 clusters Score -9168561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -9168555.000000 Penalty: 3354.676025
	Iteration 112Q: 3 clusters Score -9168555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -9168557.000000 Penalty: 3354.676025
	Iteration 113Q: 3 clusters Score -9168557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9168559.000000 Penalty: 3354.676025
	Iteration 114Q: 3 clusters Score -9168559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -9168552.000000 Penalty: 3354.676025
	Iteration 115Q: 3 clusters Score -9168552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -9168558.000000 Penalty: 3354.676025
	Iteration 116Q: 3 clusters Score -9168558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -9168562.000000 Penalty: 3354.676025
	Iteration 117Q: 3 clusters Score -9168562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -9168559.000000 Penalty: 3354.676025
	Iteration 118Q: 3 clusters Score -9168559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -9168559.000000 Penalty: 3354.676025
	Iteration 119F: 3 clusters Score -9168559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 70503 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42109 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 8121 members 
Entering Unmasked Estep 
Score: -111088208.000000 Penalty: 117209.742188
Splitting cluster 11 changes total score from -111088696.000000 to -111088208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Entering Unmasked Estep 
Score: -682982.062500 Penalty: 1299.486816
	Iteration 0F: 2 clusters Score -682982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -678505.312500 Penalty: 2598.973633
	Iteration 0F: 3 clusters Score -678505.3 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -679887.250000 Penalty: 2598.973633
	Iteration 1F: 3 clusters Score -679887.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -680153.125000 Penalty: 2598.973633
	Iteration 2F: 3 clusters Score -680153.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -680341.562500 Penalty: 2598.973633
	Iteration 3F: 3 clusters Score -680341.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -680452.625000 Penalty: 2598.973633
	Iteration 4Q: 3 clusters Score -680452.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -680540.562500 Penalty: 2598.973633
	Iteration 5Q: 3 clusters Score -680540.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -680606.250000 Penalty: 2598.973633
	Iteration 6Q: 3 clusters Score -680606.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -680666.125000 Penalty: 2598.973633
	Iteration 7Q: 3 clusters Score -680666.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -680723.437500 Penalty: 2598.973633
	Iteration 8Q: 3 clusters Score -680723.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -680770.000000 Penalty: 2598.973633
	Iteration 9Q: 3 clusters Score -680770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -680814.312500 Penalty: 2598.973633
	Iteration 10Q: 3 clusters Score -680814.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -680860.312500 Penalty: 2598.973633
	Iteration 11Q: 3 clusters Score -680860.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -680913.312500 Penalty: 2598.973633
	Iteration 12Q: 3 clusters Score -680913.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -680966.687500 Penalty: 2598.973633
	Iteration 13Q: 3 clusters Score -680966.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -681012.562500 Penalty: 2598.973633
	Iteration 14Q: 3 clusters Score -681012.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -681054.750000 Penalty: 2598.973633
	Iteration 15Q: 3 clusters Score -681054.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -681087.750000 Penalty: 2598.973633
	Iteration 16Q: 3 clusters Score -681087.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -681120.312500 Penalty: 2598.973633
	Iteration 17Q: 3 clusters Score -681120.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -681167.562500 Penalty: 2598.973633
	Iteration 18Q: 3 clusters Score -681167.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -681210.562500 Penalty: 2598.973633
	Iteration 19Q: 3 clusters Score -681210.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -681247.375000 Penalty: 2598.973633
	Iteration 20F: 3 clusters Score -681247.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -681298.687500 Penalty: 2598.973633
	Iteration 21Q: 3 clusters Score -681298.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -681356.875000 Penalty: 2598.973633
	Iteration 22Q: 3 clusters Score -681356.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -681414.750000 Penalty: 2598.973633
	Iteration 23Q: 3 clusters Score -681414.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -681467.500000 Penalty: 2598.973633
	Iteration 24Q: 3 clusters Score -681467.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -681513.250000 Penalty: 2598.973633
	Iteration 25Q: 3 clusters Score -681513.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -681563.375000 Penalty: 2598.973633
	Iteration 26Q: 3 clusters Score -681563.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -681612.500000 Penalty: 2598.973633
	Iteration 27Q: 3 clusters Score -681612.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -681650.375000 Penalty: 2598.973633
	Iteration 28Q: 3 clusters Score -681650.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -681682.187500 Penalty: 2598.973633
	Iteration 29Q: 3 clusters Score -681682.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -681711.250000 Penalty: 2598.973633
	Iteration 30Q: 3 clusters Score -681711.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -681736.250000 Penalty: 2598.973633
	Iteration 31Q: 3 clusters Score -681736.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -681755.375000 Penalty: 2598.973633
	Iteration 32Q: 3 clusters Score -681755.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -681779.562500 Penalty: 2598.973633
	Iteration 33Q: 3 clusters Score -681779.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -681802.625000 Penalty: 2598.973633
	Iteration 34Q: 3 clusters Score -681802.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -681826.437500 Penalty: 2598.973633
	Iteration 35Q: 3 clusters Score -681826.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -681849.875000 Penalty: 2598.973633
	Iteration 36Q: 3 clusters Score -681849.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -681862.625000 Penalty: 2598.973633
	Iteration 37Q: 3 clusters Score -681862.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -681875.625000 Penalty: 2598.973633
	Iteration 38Q: 3 clusters Score -681875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -681885.000000 Penalty: 2598.973633
	Iteration 39Q: 3 clusters Score -681885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -681889.062500 Penalty: 2598.973633
	Iteration 40F: 3 clusters Score -681889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -681894.187500 Penalty: 2598.973633
	Iteration 41Q: 3 clusters Score -681894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -681894.750000 Penalty: 2598.973633
	Iteration 42Q: 3 clusters Score -681894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -681896.937500 Penalty: 2598.973633
	Iteration 43Q: 3 clusters Score -681896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -681901.562500 Penalty: 2598.973633
	Iteration 44Q: 3 clusters Score -681901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -681903.187500 Penalty: 2598.973633
	Iteration 45Q: 3 clusters Score -681903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -681902.875000 Penalty: 2598.973633
	Iteration 46Q: 3 clusters Score -681902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -681905.312500 Penalty: 2598.973633
	Iteration 47Q: 3 clusters Score -681905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -681907.125000 Penalty: 2598.973633
	Iteration 48Q: 3 clusters Score -681907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -681908.625000 Penalty: 2598.973633
	Iteration 49Q: 3 clusters Score -681908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -681907.062500 Penalty: 2598.973633
	Iteration 50Q: 3 clusters Score -681907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -681907.062500 Penalty: 2598.973633
	Iteration 51F: 3 clusters Score -681907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Entering Unmasked Estep 
Score: -4967060.000000 Penalty: 1584.424927
	Iteration 0F: 2 clusters Score -4967060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4939790.500000 Penalty: 3168.849854
	Iteration 0F: 3 clusters Score -4939790 nChanged 19245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4950730.000000 Penalty: 3168.849854
	Iteration 1F: 3 clusters Score -4950730 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4951883.500000 Penalty: 3168.849854
	Iteration 2F: 3 clusters Score -4951884 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4953250.500000 Penalty: 3168.849854
	Iteration 3F: 3 clusters Score -4953250 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4955023.000000 Penalty: 3168.849854
	Iteration 4F: 3 clusters Score -4955023 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4957028.000000 Penalty: 3168.849854
	Iteration 5F: 3 clusters Score -4957028 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -4959241.000000 Penalty: 3168.849854
	Iteration 6F: 3 clusters Score -4959241 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4961294.500000 Penalty: 3168.849854
	Iteration 7F: 3 clusters Score -4961294 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -4963016.000000 Penalty: 3168.849854
	Iteration 8F: 3 clusters Score -4963016 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4964362.000000 Penalty: 3168.849854
	Iteration 9Q: 3 clusters Score -4964362 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4965228.000000 Penalty: 3168.849854
	Iteration 10Q: 3 clusters Score -4965228 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4965765.000000 Penalty: 3168.849854
	Iteration 11Q: 3 clusters Score -4965765 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4966128.500000 Penalty: 3168.849854
	Iteration 12Q: 3 clusters Score -4966128 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4966414.000000 Penalty: 3168.849854
	Iteration 13Q: 3 clusters Score -4966414 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4966591.000000 Penalty: 3168.849854
	Iteration 14Q: 3 clusters Score -4966591 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4966711.500000 Penalty: 3168.849854
	Iteration 15Q: 3 clusters Score -4966712 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4966843.000000 Penalty: 3168.849854
	Iteration 16Q: 3 clusters Score -4966843 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4966922.000000 Penalty: 3168.849854
	Iteration 17Q: 3 clusters Score -4966922 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4966971.000000 Penalty: 3168.849854
	Iteration 18Q: 3 clusters Score -4966971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4967007.000000 Penalty: 3168.849854
	Iteration 19Q: 3 clusters Score -4967007 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4967037.500000 Penalty: 3168.849854
	Iteration 20F: 3 clusters Score -4967038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4967059.000000 Penalty: 3168.849854
	Iteration 21Q: 3 clusters Score -4967059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4967087.500000 Penalty: 3168.849854
	Iteration 22Q: 3 clusters Score -4967088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4967091.500000 Penalty: 3168.849854
	Iteration 23Q: 3 clusters Score -4967092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4967113.500000 Penalty: 3168.849854
	Iteration 24Q: 3 clusters Score -4967114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4967118.500000 Penalty: 3168.849854
	Iteration 25Q: 3 clusters Score -4967118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4967135.500000 Penalty: 3168.849854
	Iteration 26Q: 3 clusters Score -4967136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4967139.000000 Penalty: 3168.849854
	Iteration 27Q: 3 clusters Score -4967139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4967150.000000 Penalty: 3168.849854
	Iteration 28Q: 3 clusters Score -4967150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4967152.000000 Penalty: 3168.849854
	Iteration 29Q: 3 clusters Score -4967152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4967156.000000 Penalty: 3168.849854
	Iteration 30Q: 3 clusters Score -4967156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4967155.000000 Penalty: 3168.849854
	Iteration 31Q: 3 clusters Score -4967155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4967154.000000 Penalty: 3168.849854
	Iteration 32Q: 3 clusters Score -4967154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4967151.500000 Penalty: 3168.849854
	Iteration 33Q: 3 clusters Score -4967152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4967152.500000 Penalty: 3168.849854
	Iteration 34Q: 3 clusters Score -4967152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4967151.500000 Penalty: 3168.849854
	Iteration 35Q: 3 clusters Score -4967152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4967150.000000 Penalty: 3168.849854
	Iteration 36Q: 3 clusters Score -4967150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4967151.500000 Penalty: 3168.849854
	Iteration 37Q: 3 clusters Score -4967152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4967149.500000 Penalty: 3168.849854
	Iteration 38Q: 3 clusters Score -4967150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4967150.500000 Penalty: 3168.849854
	Iteration 39Q: 3 clusters Score -4967150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4967150.500000 Penalty: 3168.849854
	Iteration 40F: 3 clusters Score -4967150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 78624 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 40357 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 1752 members 
Entering Unmasked Estep 
Score: -111088216.000000 Penalty: 117209.742188
Splitting cluster 13 changes total score from -111088696.000000 to -111088216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (72975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Entering Unmasked Estep 
Score: -8511807.000000 Penalty: 1666.243408
	Iteration 0F: 2 clusters Score -8511807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -8464360.000000 Penalty: 3332.486816
	Iteration 0F: 3 clusters Score -8464360 nChanged 34161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -8483798.000000 Penalty: 3332.486816
	Iteration 1F: 3 clusters Score -8483798 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -8484692.000000 Penalty: 3332.486816
	Iteration 2Q: 3 clusters Score -8484692 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8485779.000000 Penalty: 3332.486816
	Iteration 3Q: 3 clusters Score -8485779 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -8487124.000000 Penalty: 3332.486816
	Iteration 4Q: 3 clusters Score -8487124 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -8488564.000000 Penalty: 3332.486816
	Iteration 5Q: 3 clusters Score -8488564 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -8490111.000000 Penalty: 3332.486816
	Iteration 6F: 3 clusters Score -8490111 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -8491727.000000 Penalty: 3332.486816
	Iteration 7F: 3 clusters Score -8491727 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -8493054.000000 Penalty: 3332.486816
	Iteration 8Q: 3 clusters Score -8493054 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -8494253.000000 Penalty: 3332.486816
	Iteration 9Q: 3 clusters Score -8494253 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -8495148.000000 Penalty: 3332.486816
	Iteration 10Q: 3 clusters Score -8495148 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -8495979.000000 Penalty: 3332.486816
	Iteration 11Q: 3 clusters Score -8495979 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8496751.000000 Penalty: 3332.486816
	Iteration 12Q: 3 clusters Score -8496751 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -8497602.000000 Penalty: 3332.486816
	Iteration 13Q: 3 clusters Score -8497602 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -8498613.000000 Penalty: 3332.486816
	Iteration 14Q: 3 clusters Score -8498613 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -8499869.000000 Penalty: 3332.486816
	Iteration 15Q: 3 clusters Score -8499869 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -8501382.000000 Penalty: 3332.486816
	Iteration 16Q: 3 clusters Score -8501382 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -8503185.000000 Penalty: 3332.486816
	Iteration 17Q: 3 clusters Score -8503185 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -8505135.000000 Penalty: 3332.486816
	Iteration 18Q: 3 clusters Score -8505135 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8506955.000000 Penalty: 3332.486816
	Iteration 19Q: 3 clusters Score -8506955 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8508505.000000 Penalty: 3332.486816
	Iteration 20F: 3 clusters Score -8508505 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8509401.000000 Penalty: 3332.486816
	Iteration 21Q: 3 clusters Score -8509401 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8509951.000000 Penalty: 3332.486816
	Iteration 22Q: 3 clusters Score -8509951 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8510201.000000 Penalty: 3332.486816
	Iteration 23Q: 3 clusters Score -8510201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8510301.000000 Penalty: 3332.486816
	Iteration 24Q: 3 clusters Score -8510301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8510366.000000 Penalty: 3332.486816
	Iteration 25Q: 3 clusters Score -8510366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8510400.000000 Penalty: 3332.486816
	Iteration 26Q: 3 clusters Score -8510400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8510441.000000 Penalty: 3332.486816
	Iteration 27Q: 3 clusters Score -8510441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8510459.000000 Penalty: 3332.486816
	Iteration 28Q: 3 clusters Score -8510459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8510476.000000 Penalty: 3332.486816
	Iteration 29Q: 3 clusters Score -8510476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8510487.000000 Penalty: 3332.486816
	Iteration 30Q: 3 clusters Score -8510487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8510500.000000 Penalty: 3332.486816
	Iteration 31Q: 3 clusters Score -8510500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8510492.000000 Penalty: 3332.486816
	Iteration 32Q: 3 clusters Score -8510492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8510494.000000 Penalty: 3332.486816
	Iteration 33Q: 3 clusters Score -8510494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8510494.000000 Penalty: 3332.486816
	Iteration 34Q: 3 clusters Score -8510494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8510497.000000 Penalty: 3332.486816
	Iteration 35Q: 3 clusters Score -8510497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8510497.000000 Penalty: 3332.486816
	Iteration 36F: 3 clusters Score -8510497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Entering Unmasked Estep 
Score: -1192545.250000 Penalty: 1380.260010
	Iteration 0F: 2 clusters Score -1192545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1185357.125000 Penalty: 2760.520020
	Iteration 0F: 3 clusters Score -1185357 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1187717.875000 Penalty: 2760.520020
	Iteration 1F: 3 clusters Score -1187718 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1188008.125000 Penalty: 2760.520020
	Iteration 2F: 3 clusters Score -1188008 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1188200.125000 Penalty: 2760.520020
	Iteration 3Q: 3 clusters Score -1188200 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1188353.875000 Penalty: 2760.520020
	Iteration 4Q: 3 clusters Score -1188354 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1188501.625000 Penalty: 2760.520020
	Iteration 5Q: 3 clusters Score -1188502 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1188688.125000 Penalty: 2760.520020
	Iteration 6Q: 3 clusters Score -1188688 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1188888.625000 Penalty: 2760.520020
	Iteration 7Q: 3 clusters Score -1188889 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1189134.750000 Penalty: 2760.520020
	Iteration 8Q: 3 clusters Score -1189135 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1189386.500000 Penalty: 2760.520020
	Iteration 9Q: 3 clusters Score -1189386 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1189649.875000 Penalty: 2760.520020
	Iteration 10Q: 3 clusters Score -1189650 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1189929.875000 Penalty: 2760.520020
	Iteration 11Q: 3 clusters Score -1189930 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1190209.750000 Penalty: 2760.520020
	Iteration 12Q: 3 clusters Score -1190210 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1190491.500000 Penalty: 2760.520020
	Iteration 13Q: 3 clusters Score -1190492 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1190757.625000 Penalty: 2760.520020
	Iteration 14Q: 3 clusters Score -1190758 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1191007.500000 Penalty: 2760.520020
	Iteration 15Q: 3 clusters Score -1191008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1191213.375000 Penalty: 2760.520020
	Iteration 16Q: 3 clusters Score -1191213 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1191393.000000 Penalty: 2760.520020
	Iteration 17Q: 3 clusters Score -1191393 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1191560.750000 Penalty: 2760.520020
	Iteration 18Q: 3 clusters Score -1191561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1191666.250000 Penalty: 2760.520020
	Iteration 19Q: 3 clusters Score -1191666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1191736.875000 Penalty: 2760.520020
	Iteration 20F: 3 clusters Score -1191737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1191776.875000 Penalty: 2760.520020
	Iteration 21Q: 3 clusters Score -1191777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1191807.000000 Penalty: 2760.520020
	Iteration 22Q: 3 clusters Score -1191807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1191824.000000 Penalty: 2760.520020
	Iteration 23Q: 3 clusters Score -1191824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1191841.500000 Penalty: 2760.520020
	Iteration 24Q: 3 clusters Score -1191842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1191864.125000 Penalty: 2760.520020
	Iteration 25Q: 3 clusters Score -1191864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1191880.375000 Penalty: 2760.520020
	Iteration 26Q: 3 clusters Score -1191880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1191891.250000 Penalty: 2760.520020
	Iteration 27Q: 3 clusters Score -1191891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1191899.250000 Penalty: 2760.520020
	Iteration 28Q: 3 clusters Score -1191899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1191907.000000 Penalty: 2760.520020
	Iteration 29Q: 3 clusters Score -1191907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1191919.875000 Penalty: 2760.520020
	Iteration 30Q: 3 clusters Score -1191920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1191926.875000 Penalty: 2760.520020
	Iteration 31Q: 3 clusters Score -1191927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1191943.250000 Penalty: 2760.520020
	Iteration 32Q: 3 clusters Score -1191943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1191953.750000 Penalty: 2760.520020
	Iteration 33Q: 3 clusters Score -1191954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1191960.625000 Penalty: 2760.520020
	Iteration 34Q: 3 clusters Score -1191961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1191967.375000 Penalty: 2760.520020
	Iteration 35Q: 3 clusters Score -1191967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1191975.625000 Penalty: 2760.520020
	Iteration 36Q: 3 clusters Score -1191976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1191982.250000 Penalty: 2760.520020
	Iteration 37Q: 3 clusters Score -1191982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1191987.750000 Penalty: 2760.520020
	Iteration 38Q: 3 clusters Score -1191988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1191990.625000 Penalty: 2760.520020
	Iteration 39Q: 3 clusters Score -1191991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1191993.000000 Penalty: 2760.520020
	Iteration 40F: 3 clusters Score -1191993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1191993.125000 Penalty: 2760.520020
	Iteration 41Q: 3 clusters Score -1191993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1191995.625000 Penalty: 2760.520020
	Iteration 42Q: 3 clusters Score -1191996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1191997.500000 Penalty: 2760.520020
	Iteration 43Q: 3 clusters Score -1191998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1191996.875000 Penalty: 2760.520020
	Iteration 44Q: 3 clusters Score -1191997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1191996.875000 Penalty: 2760.520020
	Iteration 45F: 3 clusters Score -1191997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -1178699.125000 Penalty: 1379.687622
	Iteration 0F: 2 clusters Score -1178699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1171584.500000 Penalty: 2759.375244
	Iteration 0F: 3 clusters Score -1171584 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1173933.250000 Penalty: 2759.375244
	Iteration 1F: 3 clusters Score -1173933 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1174279.875000 Penalty: 2759.375244
	Iteration 2F: 3 clusters Score -1174280 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1174576.375000 Penalty: 2759.375244
	Iteration 3F: 3 clusters Score -1174576 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1174811.125000 Penalty: 2759.375244
	Iteration 4Q: 3 clusters Score -1174811 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1175031.625000 Penalty: 2759.375244
	Iteration 5Q: 3 clusters Score -1175032 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1175260.250000 Penalty: 2759.375244
	Iteration 6Q: 3 clusters Score -1175260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1175488.125000 Penalty: 2759.375244
	Iteration 7Q: 3 clusters Score -1175488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1175675.875000 Penalty: 2759.375244
	Iteration 8Q: 3 clusters Score -1175676 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1175841.375000 Penalty: 2759.375244
	Iteration 9Q: 3 clusters Score -1175841 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1175986.125000 Penalty: 2759.375244
	Iteration 10Q: 3 clusters Score -1175986 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1176130.625000 Penalty: 2759.375244
	Iteration 11Q: 3 clusters Score -1176131 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1176273.250000 Penalty: 2759.375244
	Iteration 12Q: 3 clusters Score -1176273 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1176408.250000 Penalty: 2759.375244
	Iteration 13Q: 3 clusters Score -1176408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1176513.625000 Penalty: 2759.375244
	Iteration 14Q: 3 clusters Score -1176514 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1176592.750000 Penalty: 2759.375244
	Iteration 15Q: 3 clusters Score -1176593 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1176663.125000 Penalty: 2759.375244
	Iteration 16Q: 3 clusters Score -1176663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1176709.625000 Penalty: 2759.375244
	Iteration 17Q: 3 clusters Score -1176710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1176746.125000 Penalty: 2759.375244
	Iteration 18Q: 3 clusters Score -1176746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1176780.125000 Penalty: 2759.375244
	Iteration 19Q: 3 clusters Score -1176780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1176810.375000 Penalty: 2759.375244
	Iteration 20F: 3 clusters Score -1176810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1176834.250000 Penalty: 2759.375244
	Iteration 21Q: 3 clusters Score -1176834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1176851.500000 Penalty: 2759.375244
	Iteration 22Q: 3 clusters Score -1176852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1176863.375000 Penalty: 2759.375244
	Iteration 23Q: 3 clusters Score -1176863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1176873.250000 Penalty: 2759.375244
	Iteration 24Q: 3 clusters Score -1176873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1176882.250000 Penalty: 2759.375244
	Iteration 25Q: 3 clusters Score -1176882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1176888.500000 Penalty: 2759.375244
	Iteration 26Q: 3 clusters Score -1176888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1176893.625000 Penalty: 2759.375244
	Iteration 27Q: 3 clusters Score -1176894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1176897.375000 Penalty: 2759.375244
	Iteration 28Q: 3 clusters Score -1176897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1176901.875000 Penalty: 2759.375244
	Iteration 29Q: 3 clusters Score -1176902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1176901.750000 Penalty: 2759.375244
	Iteration 30Q: 3 clusters Score -1176902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1176906.750000 Penalty: 2759.375244
	Iteration 31Q: 3 clusters Score -1176907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1176904.125000 Penalty: 2759.375244
	Iteration 32Q: 3 clusters Score -1176904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1176909.000000 Penalty: 2759.375244
	Iteration 33Q: 3 clusters Score -1176909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1176912.125000 Penalty: 2759.375244
	Iteration 34Q: 3 clusters Score -1176912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1176912.250000 Penalty: 2759.375244
	Iteration 35Q: 3 clusters Score -1176912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1176916.125000 Penalty: 2759.375244
	Iteration 36Q: 3 clusters Score -1176916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1176916.875000 Penalty: 2759.375244
	Iteration 37Q: 3 clusters Score -1176917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1176920.000000 Penalty: 2759.375244
	Iteration 38Q: 3 clusters Score -1176920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1176924.500000 Penalty: 2759.375244
	Iteration 39Q: 3 clusters Score -1176924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1176927.375000 Penalty: 2759.375244
	Iteration 40F: 3 clusters Score -1176927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1176930.500000 Penalty: 2759.375244
	Iteration 41Q: 3 clusters Score -1176930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1176934.875000 Penalty: 2759.375244
	Iteration 42Q: 3 clusters Score -1176935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1176942.000000 Penalty: 2759.375244
	Iteration 43Q: 3 clusters Score -1176942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1176946.125000 Penalty: 2759.375244
	Iteration 44Q: 3 clusters Score -1176946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1176950.000000 Penalty: 2759.375244
	Iteration 45Q: 3 clusters Score -1176950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1176962.375000 Penalty: 2759.375244
	Iteration 46Q: 3 clusters Score -1176962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1176967.750000 Penalty: 2759.375244
	Iteration 47Q: 3 clusters Score -1176968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1176973.000000 Penalty: 2759.375244
	Iteration 48Q: 3 clusters Score -1176973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1176975.125000 Penalty: 2759.375244
	Iteration 49Q: 3 clusters Score -1176975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1176979.000000 Penalty: 2759.375244
	Iteration 50Q: 3 clusters Score -1176979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1176981.500000 Penalty: 2759.375244
	Iteration 51Q: 3 clusters Score -1176982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1176982.625000 Penalty: 2759.375244
	Iteration 52Q: 3 clusters Score -1176983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1176985.750000 Penalty: 2759.375244
	Iteration 53Q: 3 clusters Score -1176986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1176991.250000 Penalty: 2759.375244
	Iteration 54Q: 3 clusters Score -1176991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1176991.750000 Penalty: 2759.375244
	Iteration 55Q: 3 clusters Score -1176992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1176997.500000 Penalty: 2759.375244
	Iteration 56Q: 3 clusters Score -1176998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1176999.750000 Penalty: 2759.375244
	Iteration 57Q: 3 clusters Score -1177000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1177000.125000 Penalty: 2759.375244
	Iteration 58Q: 3 clusters Score -1177000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1177005.000000 Penalty: 2759.375244
	Iteration 59Q: 3 clusters Score -1177005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1177006.000000 Penalty: 2759.375244
	Iteration 60F: 3 clusters Score -1177006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1177007.000000 Penalty: 2759.375244
	Iteration 61Q: 3 clusters Score -1177007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1177007.750000 Penalty: 2759.375244
	Iteration 62Q: 3 clusters Score -1177008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1177010.500000 Penalty: 2759.375244
	Iteration 63Q: 3 clusters Score -1177010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1177014.000000 Penalty: 2759.375244
	Iteration 64Q: 3 clusters Score -1177014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1177015.750000 Penalty: 2759.375244
	Iteration 65Q: 3 clusters Score -1177016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1177015.500000 Penalty: 2759.375244
	Iteration 66Q: 3 clusters Score -1177016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1177018.375000 Penalty: 2759.375244
	Iteration 67Q: 3 clusters Score -1177018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1177020.375000 Penalty: 2759.375244
	Iteration 68Q: 3 clusters Score -1177020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1177023.000000 Penalty: 2759.375244
	Iteration 69Q: 3 clusters Score -1177023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1177026.750000 Penalty: 2759.375244
	Iteration 70Q: 3 clusters Score -1177027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1177030.875000 Penalty: 2759.375244
	Iteration 71Q: 3 clusters Score -1177031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1177030.875000 Penalty: 2759.375244
	Iteration 72Q: 3 clusters Score -1177031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1177032.500000 Penalty: 2759.375244
	Iteration 73Q: 3 clusters Score -1177032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1177037.625000 Penalty: 2759.375244
	Iteration 74Q: 3 clusters Score -1177038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1177040.250000 Penalty: 2759.375244
	Iteration 75Q: 3 clusters Score -1177040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1177037.375000 Penalty: 2759.375244
	Iteration 76Q: 3 clusters Score -1177037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1177045.875000 Penalty: 2759.375244
	Iteration 77Q: 3 clusters Score -1177046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1177047.750000 Penalty: 2759.375244
	Iteration 78Q: 3 clusters Score -1177048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1177047.875000 Penalty: 2759.375244
	Iteration 79Q: 3 clusters Score -1177048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1177052.250000 Penalty: 2759.375244
	Iteration 80F: 3 clusters Score -1177052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1177056.250000 Penalty: 2759.375244
	Iteration 81Q: 3 clusters Score -1177056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1177059.250000 Penalty: 2759.375244
	Iteration 82Q: 3 clusters Score -1177059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1177061.750000 Penalty: 2759.375244
	Iteration 83Q: 3 clusters Score -1177062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1177071.750000 Penalty: 2759.375244
	Iteration 84Q: 3 clusters Score -1177072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1177081.625000 Penalty: 2759.375244
	Iteration 85Q: 3 clusters Score -1177082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1177100.625000 Penalty: 2759.375244
	Iteration 86Q: 3 clusters Score -1177101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1177119.000000 Penalty: 2759.375244
	Iteration 87Q: 3 clusters Score -1177119 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1177138.500000 Penalty: 2759.375244
	Iteration 88Q: 3 clusters Score -1177138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1177165.500000 Penalty: 2759.375244
	Iteration 89Q: 3 clusters Score -1177166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1177195.625000 Penalty: 2759.375244
	Iteration 90Q: 3 clusters Score -1177196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1177239.250000 Penalty: 2759.375244
	Iteration 91Q: 3 clusters Score -1177239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1177275.625000 Penalty: 2759.375244
	Iteration 92Q: 3 clusters Score -1177276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1177316.750000 Penalty: 2759.375244
	Iteration 93Q: 3 clusters Score -1177317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1177367.500000 Penalty: 2759.375244
	Iteration 94Q: 3 clusters Score -1177368 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1177411.750000 Penalty: 2759.375244
	Iteration 95Q: 3 clusters Score -1177412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1177465.375000 Penalty: 2759.375244
	Iteration 96Q: 3 clusters Score -1177465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1177518.875000 Penalty: 2759.375244
	Iteration 97Q: 3 clusters Score -1177519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1177573.250000 Penalty: 2759.375244
	Iteration 98Q: 3 clusters Score -1177573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1177619.750000 Penalty: 2759.375244
	Iteration 99Q: 3 clusters Score -1177620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1177656.125000 Penalty: 2759.375244
	Iteration 100F: 3 clusters Score -1177656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1177692.000000 Penalty: 2759.375244
	Iteration 101Q: 3 clusters Score -1177692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1177734.250000 Penalty: 2759.375244
	Iteration 102Q: 3 clusters Score -1177734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1177777.000000 Penalty: 2759.375244
	Iteration 103Q: 3 clusters Score -1177777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1177800.125000 Penalty: 2759.375244
	Iteration 104Q: 3 clusters Score -1177800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1177816.375000 Penalty: 2759.375244
	Iteration 105Q: 3 clusters Score -1177816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1177833.875000 Penalty: 2759.375244
	Iteration 106Q: 3 clusters Score -1177834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1177854.500000 Penalty: 2759.375244
	Iteration 107Q: 3 clusters Score -1177854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1177875.750000 Penalty: 2759.375244
	Iteration 108Q: 3 clusters Score -1177876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1177892.625000 Penalty: 2759.375244
	Iteration 109Q: 3 clusters Score -1177893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1177904.000000 Penalty: 2759.375244
	Iteration 110Q: 3 clusters Score -1177904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1177916.250000 Penalty: 2759.375244
	Iteration 111Q: 3 clusters Score -1177916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1177921.000000 Penalty: 2759.375244
	Iteration 112Q: 3 clusters Score -1177921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1177930.875000 Penalty: 2759.375244
	Iteration 113Q: 3 clusters Score -1177931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1177943.125000 Penalty: 2759.375244
	Iteration 114Q: 3 clusters Score -1177943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1177949.875000 Penalty: 2759.375244
	Iteration 115Q: 3 clusters Score -1177950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1177954.375000 Penalty: 2759.375244
	Iteration 116Q: 3 clusters Score -1177954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1177957.000000 Penalty: 2759.375244
	Iteration 117Q: 3 clusters Score -1177957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1177962.000000 Penalty: 2759.375244
	Iteration 118Q: 3 clusters Score -1177962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1177962.750000 Penalty: 2759.375244
	Iteration 119Q: 3 clusters Score -1177963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1177964.875000 Penalty: 2759.375244
	Iteration 120F: 3 clusters Score -1177965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1177965.625000 Penalty: 2759.375244
	Iteration 121Q: 3 clusters Score -1177966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1177967.375000 Penalty: 2759.375244
	Iteration 122Q: 3 clusters Score -1177967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1177968.625000 Penalty: 2759.375244
	Iteration 123Q: 3 clusters Score -1177969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1177969.750000 Penalty: 2759.375244
	Iteration 124Q: 3 clusters Score -1177970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1177968.875000 Penalty: 2759.375244
	Iteration 125Q: 3 clusters Score -1177969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1177969.375000 Penalty: 2759.375244
	Iteration 126Q: 3 clusters Score -1177969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1177970.750000 Penalty: 2759.375244
	Iteration 127Q: 3 clusters Score -1177971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1177973.875000 Penalty: 2759.375244
	Iteration 128Q: 3 clusters Score -1177974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1177972.625000 Penalty: 2759.375244
	Iteration 129Q: 3 clusters Score -1177973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1177982.375000 Penalty: 2759.375244
	Iteration 130Q: 3 clusters Score -1177982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1177983.875000 Penalty: 2759.375244
	Iteration 131Q: 3 clusters Score -1177984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1177980.500000 Penalty: 2759.375244
	Iteration 132Q: 3 clusters Score -1177980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1177983.375000 Penalty: 2759.375244
	Iteration 133Q: 3 clusters Score -1177983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1177983.625000 Penalty: 2759.375244
	Iteration 134Q: 3 clusters Score -1177984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1177984.625000 Penalty: 2759.375244
	Iteration 135Q: 3 clusters Score -1177985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1177983.625000 Penalty: 2759.375244
	Iteration 136Q: 3 clusters Score -1177984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1177983.875000 Penalty: 2759.375244
	Iteration 137Q: 3 clusters Score -1177984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1177985.125000 Penalty: 2759.375244
	Iteration 138Q: 3 clusters Score -1177985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1177985.125000 Penalty: 2759.375244
	Iteration 139F: 3 clusters Score -1177985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -157475.437500 Penalty: 1099.291138
	Iteration 0F: 2 clusters Score -157475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -155867.734375 Penalty: 2198.582275
	Iteration 0F: 3 clusters Score -155867.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156332.703125 Penalty: 2198.582275
	Iteration 1F: 3 clusters Score -156332.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -156450.828125 Penalty: 2198.582275
	Iteration 2F: 3 clusters Score -156450.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -156528.375000 Penalty: 2198.582275
	Iteration 3Q: 3 clusters Score -156528.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156571.328125 Penalty: 2198.582275
	Iteration 4Q: 3 clusters Score -156571.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156605.312500 Penalty: 2198.582275
	Iteration 5Q: 3 clusters Score -156605.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -156627.937500 Penalty: 2198.582275
	Iteration 6Q: 3 clusters Score -156627.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156644.468750 Penalty: 2198.582275
	Iteration 7Q: 3 clusters Score -156644.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156666.078125 Penalty: 2198.582275
	Iteration 8Q: 3 clusters Score -156666.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -156684.515625 Penalty: 2198.582275
	Iteration 9Q: 3 clusters Score -156684.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -156691.531250 Penalty: 2198.582275
	Iteration 10Q: 3 clusters Score -156691.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -156701.437500 Penalty: 2198.582275
	Iteration 11Q: 3 clusters Score -156701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156706.578125 Penalty: 2198.582275
	Iteration 12Q: 3 clusters Score -156706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -156710.593750 Penalty: 2198.582275
	Iteration 13Q: 3 clusters Score -156710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -156715.500000 Penalty: 2198.582275
	Iteration 14Q: 3 clusters Score -156715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -156722.203125 Penalty: 2198.582275
	Iteration 15Q: 3 clusters Score -156722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -156730.312500 Penalty: 2198.582275
	Iteration 16Q: 3 clusters Score -156730.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -156743.281250 Penalty: 2198.582275
	Iteration 17Q: 3 clusters Score -156743.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -156750.578125 Penalty: 2198.582275
	Iteration 18Q: 3 clusters Score -156750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -156756.171875 Penalty: 2198.582275
	Iteration 19Q: 3 clusters Score -156756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -156759.578125 Penalty: 2198.582275
	Iteration 20F: 3 clusters Score -156759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -156762.859375 Penalty: 2198.582275
	Iteration 21Q: 3 clusters Score -156762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -156765.062500 Penalty: 2198.582275
	Iteration 22Q: 3 clusters Score -156765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -156766.484375 Penalty: 2198.582275
	Iteration 23Q: 3 clusters Score -156766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -156768.218750 Penalty: 2198.582275
	Iteration 24Q: 3 clusters Score -156768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -156768.546875 Penalty: 2198.582275
	Iteration 25Q: 3 clusters Score -156768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -156768.546875 Penalty: 2198.582275
	Iteration 26F: 3 clusters Score -156768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Entering Unmasked Estep 
Score: -3782156.750000 Penalty: 1545.166626
	Iteration 0F: 2 clusters Score -3782157 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 16197 members 
Entering Unmasked Estep 
Score: -3761032.500000 Penalty: 3090.333252
	Iteration 0F: 3 clusters Score -3761032 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3768919.750000 Penalty: 3090.333252
	Iteration 1F: 3 clusters Score -3768920 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3769408.000000 Penalty: 3090.333252
	Iteration 2Q: 3 clusters Score -3769408 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3769855.750000 Penalty: 3090.333252
	Iteration 3Q: 3 clusters Score -3769856 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3770324.250000 Penalty: 3090.333252
	Iteration 4Q: 3 clusters Score -3770324 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3770870.000000 Penalty: 3090.333252
	Iteration 5Q: 3 clusters Score -3770870 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3771497.250000 Penalty: 3090.333252
	Iteration 6Q: 3 clusters Score -3771497 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3772424.250000 Penalty: 3090.333252
	Iteration 7F: 3 clusters Score -3772424 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3773678.000000 Penalty: 3090.333252
	Iteration 8F: 3 clusters Score -3773678 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3775144.250000 Penalty: 3090.333252
	Iteration 9F: 3 clusters Score -3775144 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3776665.250000 Penalty: 3090.333252
	Iteration 10F: 3 clusters Score -3776665 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3778017.500000 Penalty: 3090.333252
	Iteration 11F: 3 clusters Score -3778018 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3778728.500000 Penalty: 3090.333252
	Iteration 12Q: 3 clusters Score -3778728 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3779092.500000 Penalty: 3090.333252
	Iteration 13Q: 3 clusters Score -3779092 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3779308.250000 Penalty: 3090.333252
	Iteration 14Q: 3 clusters Score -3779308 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3779463.750000 Penalty: 3090.333252
	Iteration 15Q: 3 clusters Score -3779464 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3779565.250000 Penalty: 3090.333252
	Iteration 16Q: 3 clusters Score -3779565 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3779645.500000 Penalty: 3090.333252
	Iteration 17Q: 3 clusters Score -3779646 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3779702.750000 Penalty: 3090.333252
	Iteration 18Q: 3 clusters Score -3779703 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3779775.500000 Penalty: 3090.333252
	Iteration 19Q: 3 clusters Score -3779776 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3779841.000000 Penalty: 3090.333252
	Iteration 20F: 3 clusters Score -3779841 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3779898.750000 Penalty: 3090.333252
	Iteration 21Q: 3 clusters Score -3779899 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3779939.250000 Penalty: 3090.333252
	Iteration 22Q: 3 clusters Score -3779939 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3779980.000000 Penalty: 3090.333252
	Iteration 23Q: 3 clusters Score -3779980 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3780016.250000 Penalty: 3090.333252
	Iteration 24Q: 3 clusters Score -3780016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3780046.000000 Penalty: 3090.333252
	Iteration 25Q: 3 clusters Score -3780046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3780072.000000 Penalty: 3090.333252
	Iteration 26Q: 3 clusters Score -3780072 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3780106.500000 Penalty: 3090.333252
	Iteration 27Q: 3 clusters Score -3780106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3780125.750000 Penalty: 3090.333252
	Iteration 28Q: 3 clusters Score -3780126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3780143.500000 Penalty: 3090.333252
	Iteration 29Q: 3 clusters Score -3780144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3780171.250000 Penalty: 3090.333252
	Iteration 30Q: 3 clusters Score -3780171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3780173.500000 Penalty: 3090.333252
	Iteration 31Q: 3 clusters Score -3780174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3780181.250000 Penalty: 3090.333252
	Iteration 32Q: 3 clusters Score -3780181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3780194.500000 Penalty: 3090.333252
	Iteration 33Q: 3 clusters Score -3780194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3780194.500000 Penalty: 3090.333252
	Iteration 34Q: 3 clusters Score -3780194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3780200.000000 Penalty: 3090.333252
	Iteration 35Q: 3 clusters Score -3780200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3780212.500000 Penalty: 3090.333252
	Iteration 36Q: 3 clusters Score -3780212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3780216.250000 Penalty: 3090.333252
	Iteration 37Q: 3 clusters Score -3780216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3780219.750000 Penalty: 3090.333252
	Iteration 38Q: 3 clusters Score -3780220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3780216.500000 Penalty: 3090.333252
	Iteration 39Q: 3 clusters Score -3780216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3780234.750000 Penalty: 3090.333252
	Iteration 40F: 3 clusters Score -3780235 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3780242.250000 Penalty: 3090.333252
	Iteration 41Q: 3 clusters Score -3780242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3780258.000000 Penalty: 3090.333252
	Iteration 42Q: 3 clusters Score -3780258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3780266.750000 Penalty: 3090.333252
	Iteration 43Q: 3 clusters Score -3780267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3780267.500000 Penalty: 3090.333252
	Iteration 44Q: 3 clusters Score -3780268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3780280.750000 Penalty: 3090.333252
	Iteration 45Q: 3 clusters Score -3780281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3780284.500000 Penalty: 3090.333252
	Iteration 46Q: 3 clusters Score -3780284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3780288.500000 Penalty: 3090.333252
	Iteration 47Q: 3 clusters Score -3780288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3780297.250000 Penalty: 3090.333252
	Iteration 48Q: 3 clusters Score -3780297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3780301.000000 Penalty: 3090.333252
	Iteration 49Q: 3 clusters Score -3780301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3780314.500000 Penalty: 3090.333252
	Iteration 50Q: 3 clusters Score -3780314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3780314.250000 Penalty: 3090.333252
	Iteration 51Q: 3 clusters Score -3780314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3780325.250000 Penalty: 3090.333252
	Iteration 52Q: 3 clusters Score -3780325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3780335.000000 Penalty: 3090.333252
	Iteration 53Q: 3 clusters Score -3780335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3780350.000000 Penalty: 3090.333252
	Iteration 54Q: 3 clusters Score -3780350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3780345.000000 Penalty: 3090.333252
	Iteration 55Q: 3 clusters Score -3780345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3780352.750000 Penalty: 3090.333252
	Iteration 56Q: 3 clusters Score -3780353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3780346.750000 Penalty: 3090.333252
	Iteration 57Q: 3 clusters Score -3780347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3780357.500000 Penalty: 3090.333252
	Iteration 58Q: 3 clusters Score -3780358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3780355.750000 Penalty: 3090.333252
	Iteration 59Q: 3 clusters Score -3780356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3780358.500000 Penalty: 3090.333252
	Iteration 60F: 3 clusters Score -3780358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3780358.750000 Penalty: 3090.333252
	Iteration 61Q: 3 clusters Score -3780359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3780366.500000 Penalty: 3090.333252
	Iteration 62Q: 3 clusters Score -3780366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3780369.250000 Penalty: 3090.333252
	Iteration 63Q: 3 clusters Score -3780369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3780375.500000 Penalty: 3090.333252
	Iteration 64Q: 3 clusters Score -3780376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3780379.000000 Penalty: 3090.333252
	Iteration 65Q: 3 clusters Score -3780379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3780394.750000 Penalty: 3090.333252
	Iteration 66Q: 3 clusters Score -3780395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3780394.500000 Penalty: 3090.333252
	Iteration 67Q: 3 clusters Score -3780394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3780404.750000 Penalty: 3090.333252
	Iteration 68Q: 3 clusters Score -3780405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3780411.000000 Penalty: 3090.333252
	Iteration 69Q: 3 clusters Score -3780411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3780410.750000 Penalty: 3090.333252
	Iteration 70Q: 3 clusters Score -3780411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3780413.250000 Penalty: 3090.333252
	Iteration 71Q: 3 clusters Score -3780413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3780416.750000 Penalty: 3090.333252
	Iteration 72Q: 3 clusters Score -3780417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3780414.500000 Penalty: 3090.333252
	Iteration 73Q: 3 clusters Score -3780414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3780416.500000 Penalty: 3090.333252
	Iteration 74Q: 3 clusters Score -3780416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3780421.250000 Penalty: 3090.333252
	Iteration 75Q: 3 clusters Score -3780421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3780425.750000 Penalty: 3090.333252
	Iteration 76Q: 3 clusters Score -3780426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3780426.750000 Penalty: 3090.333252
	Iteration 77Q: 3 clusters Score -3780427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3780428.000000 Penalty: 3090.333252
	Iteration 78Q: 3 clusters Score -3780428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3780436.250000 Penalty: 3090.333252
	Iteration 79Q: 3 clusters Score -3780436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3780439.250000 Penalty: 3090.333252
	Iteration 80F: 3 clusters Score -3780439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3780445.250000 Penalty: 3090.333252
	Iteration 81Q: 3 clusters Score -3780445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3780443.500000 Penalty: 3090.333252
	Iteration 82Q: 3 clusters Score -3780444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3780449.250000 Penalty: 3090.333252
	Iteration 83Q: 3 clusters Score -3780449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3780451.750000 Penalty: 3090.333252
	Iteration 84Q: 3 clusters Score -3780452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3780457.750000 Penalty: 3090.333252
	Iteration 85Q: 3 clusters Score -3780458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3780460.000000 Penalty: 3090.333252
	Iteration 86Q: 3 clusters Score -3780460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3780460.500000 Penalty: 3090.333252
	Iteration 87Q: 3 clusters Score -3780460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3780460.500000 Penalty: 3090.333252
	Iteration 88Q: 3 clusters Score -3780460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3780465.500000 Penalty: 3090.333252
	Iteration 89Q: 3 clusters Score -3780466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3780460.250000 Penalty: 3090.333252
	Iteration 90Q: 3 clusters Score -3780460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3780457.500000 Penalty: 3090.333252
	Iteration 91Q: 3 clusters Score -3780458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3780460.000000 Penalty: 3090.333252
	Iteration 92Q: 3 clusters Score -3780460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3780457.500000 Penalty: 3090.333252
	Iteration 93Q: 3 clusters Score -3780458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3780459.250000 Penalty: 3090.333252
	Iteration 94Q: 3 clusters Score -3780459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3780456.250000 Penalty: 3090.333252
	Iteration 95Q: 3 clusters Score -3780456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3780450.750000 Penalty: 3090.333252
	Iteration 96Q: 3 clusters Score -3780451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3780465.000000 Penalty: 3090.333252
	Iteration 97Q: 3 clusters Score -3780465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3780465.000000 Penalty: 3090.333252
	Iteration 98Q: 3 clusters Score -3780465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3780461.500000 Penalty: 3090.333252
	Iteration 99Q: 3 clusters Score -3780462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3780467.500000 Penalty: 3090.333252
	Iteration 100F: 3 clusters Score -3780468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3780467.750000 Penalty: 3090.333252
	Iteration 101Q: 3 clusters Score -3780468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3780468.750000 Penalty: 3090.333252
	Iteration 102Q: 3 clusters Score -3780469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3780467.750000 Penalty: 3090.333252
	Iteration 103Q: 3 clusters Score -3780468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3780466.250000 Penalty: 3090.333252
	Iteration 104Q: 3 clusters Score -3780466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3780466.500000 Penalty: 3090.333252
	Iteration 105Q: 3 clusters Score -3780466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3780470.250000 Penalty: 3090.333252
	Iteration 106Q: 3 clusters Score -3780470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3780463.500000 Penalty: 3090.333252
	Iteration 107Q: 3 clusters Score -3780464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3780471.000000 Penalty: 3090.333252
	Iteration 108Q: 3 clusters Score -3780471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3780468.250000 Penalty: 3090.333252
	Iteration 109Q: 3 clusters Score -3780468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3780472.250000 Penalty: 3090.333252
	Iteration 110Q: 3 clusters Score -3780472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3780473.500000 Penalty: 3090.333252
	Iteration 111Q: 3 clusters Score -3780474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3780475.750000 Penalty: 3090.333252
	Iteration 112Q: 3 clusters Score -3780476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3780472.250000 Penalty: 3090.333252
	Iteration 113Q: 3 clusters Score -3780472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3780473.250000 Penalty: 3090.333252
	Iteration 114Q: 3 clusters Score -3780473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3780465.500000 Penalty: 3090.333252
	Iteration 115Q: 3 clusters Score -3780466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3780464.000000 Penalty: 3090.333252
	Iteration 116Q: 3 clusters Score -3780464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3780464.500000 Penalty: 3090.333252
	Iteration 117Q: 3 clusters Score -3780464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3780466.750000 Penalty: 3090.333252
	Iteration 118Q: 3 clusters Score -3780467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3780462.000000 Penalty: 3090.333252
	Iteration 119Q: 3 clusters Score -3780462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3780465.750000 Penalty: 3090.333252
	Iteration 120F: 3 clusters Score -3780466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3780465.000000 Penalty: 3090.333252
	Iteration 121Q: 3 clusters Score -3780465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3780472.250000 Penalty: 3090.333252
	Iteration 122Q: 3 clusters Score -3780472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3780471.000000 Penalty: 3090.333252
	Iteration 123Q: 3 clusters Score -3780471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3780467.750000 Penalty: 3090.333252
	Iteration 124Q: 3 clusters Score -3780468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3780466.000000 Penalty: 3090.333252
	Iteration 125Q: 3 clusters Score -3780466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3780470.250000 Penalty: 3090.333252
	Iteration 126Q: 3 clusters Score -3780470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3780463.750000 Penalty: 3090.333252
	Iteration 127Q: 3 clusters Score -3780464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3780466.750000 Penalty: 3090.333252
	Iteration 128Q: 3 clusters Score -3780467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3780466.750000 Penalty: 3090.333252
	Iteration 129F: 3 clusters Score -3780467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -417546.343750 Penalty: 1228.390015
	Iteration 0F: 2 clusters Score -417546.3 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 2011 members 
Entering Unmasked Estep 
Score: -414564.281250 Penalty: 2456.780029
	Iteration 0F: 3 clusters Score -414564.3 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -415400.125000 Penalty: 2456.780029
	Iteration 1F: 3 clusters Score -415400.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -415576.406250 Penalty: 2456.780029
	Iteration 2F: 3 clusters Score -415576.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -415684.718750 Penalty: 2456.780029
	Iteration 3Q: 3 clusters Score -415684.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -415772.906250 Penalty: 2456.780029
	Iteration 4Q: 3 clusters Score -415772.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -415856.031250 Penalty: 2456.780029
	Iteration 5Q: 3 clusters Score -415856 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -415919.437500 Penalty: 2456.780029
	Iteration 6Q: 3 clusters Score -415919.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -415984.062500 Penalty: 2456.780029
	Iteration 7Q: 3 clusters Score -415984.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -416032.875000 Penalty: 2456.780029
	Iteration 8Q: 3 clusters Score -416032.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -416064.156250 Penalty: 2456.780029
	Iteration 9Q: 3 clusters Score -416064.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -416097.218750 Penalty: 2456.780029
	Iteration 10Q: 3 clusters Score -416097.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -416137.656250 Penalty: 2456.780029
	Iteration 11Q: 3 clusters Score -416137.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -416189.281250 Penalty: 2456.780029
	Iteration 12Q: 3 clusters Score -416189.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -416229.187500 Penalty: 2456.780029
	Iteration 13Q: 3 clusters Score -416229.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -416260.062500 Penalty: 2456.780029
	Iteration 14Q: 3 clusters Score -416260.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -416299.250000 Penalty: 2456.780029
	Iteration 15Q: 3 clusters Score -416299.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -416354.093750 Penalty: 2456.780029
	Iteration 16Q: 3 clusters Score -416354.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -416415.406250 Penalty: 2456.780029
	Iteration 17Q: 3 clusters Score -416415.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -416479.531250 Penalty: 2456.780029
	Iteration 18Q: 3 clusters Score -416479.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -416541.468750 Penalty: 2456.780029
	Iteration 19Q: 3 clusters Score -416541.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -416596.625000 Penalty: 2456.780029
	Iteration 20F: 3 clusters Score -416596.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -416636.406250 Penalty: 2456.780029
	Iteration 21Q: 3 clusters Score -416636.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -416661.375000 Penalty: 2456.780029
	Iteration 22Q: 3 clusters Score -416661.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -416683.406250 Penalty: 2456.780029
	Iteration 23Q: 3 clusters Score -416683.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -416701.718750 Penalty: 2456.780029
	Iteration 24Q: 3 clusters Score -416701.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -416723.375000 Penalty: 2456.780029
	Iteration 25Q: 3 clusters Score -416723.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -416743.156250 Penalty: 2456.780029
	Iteration 26Q: 3 clusters Score -416743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -416753.281250 Penalty: 2456.780029
	Iteration 27Q: 3 clusters Score -416753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -416761.656250 Penalty: 2456.780029
	Iteration 28Q: 3 clusters Score -416761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -416767.218750 Penalty: 2456.780029
	Iteration 29Q: 3 clusters Score -416767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -416771.812500 Penalty: 2456.780029
	Iteration 30Q: 3 clusters Score -416771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -416777.125000 Penalty: 2456.780029
	Iteration 31Q: 3 clusters Score -416777.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -416786.750000 Penalty: 2456.780029
	Iteration 32Q: 3 clusters Score -416786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -416797.031250 Penalty: 2456.780029
	Iteration 33Q: 3 clusters Score -416797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -416803.406250 Penalty: 2456.780029
	Iteration 34Q: 3 clusters Score -416803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -416807.968750 Penalty: 2456.780029
	Iteration 35Q: 3 clusters Score -416808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -416809.937500 Penalty: 2456.780029
	Iteration 36Q: 3 clusters Score -416809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -416813.000000 Penalty: 2456.780029
	Iteration 37Q: 3 clusters Score -416813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -416815.812500 Penalty: 2456.780029
	Iteration 38Q: 3 clusters Score -416815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -416817.750000 Penalty: 2456.780029
	Iteration 39Q: 3 clusters Score -416817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -416821.343750 Penalty: 2456.780029
	Iteration 40F: 3 clusters Score -416821.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -416824.906250 Penalty: 2456.780029
	Iteration 41Q: 3 clusters Score -416824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -416827.656250 Penalty: 2456.780029
	Iteration 42Q: 3 clusters Score -416827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -416830.312500 Penalty: 2456.780029
	Iteration 43Q: 3 clusters Score -416830.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -416834.687500 Penalty: 2456.780029
	Iteration 44Q: 3 clusters Score -416834.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -416841.562500 Penalty: 2456.780029
	Iteration 45Q: 3 clusters Score -416841.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -416847.906250 Penalty: 2456.780029
	Iteration 46Q: 3 clusters Score -416847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416852.500000 Penalty: 2456.780029
	Iteration 47Q: 3 clusters Score -416852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -416854.312500 Penalty: 2456.780029
	Iteration 48Q: 3 clusters Score -416854.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416856.843750 Penalty: 2456.780029
	Iteration 49Q: 3 clusters Score -416856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -416859.093750 Penalty: 2456.780029
	Iteration 50Q: 3 clusters Score -416859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -416862.500000 Penalty: 2456.780029
	Iteration 51Q: 3 clusters Score -416862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -416866.406250 Penalty: 2456.780029
	Iteration 52Q: 3 clusters Score -416866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -416870.375000 Penalty: 2456.780029
	Iteration 53Q: 3 clusters Score -416870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -416874.375000 Penalty: 2456.780029
	Iteration 54Q: 3 clusters Score -416874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -416879.687500 Penalty: 2456.780029
	Iteration 55Q: 3 clusters Score -416879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -416885.500000 Penalty: 2456.780029
	Iteration 56Q: 3 clusters Score -416885.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -416890.343750 Penalty: 2456.780029
	Iteration 57Q: 3 clusters Score -416890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -416895.656250 Penalty: 2456.780029
	Iteration 58Q: 3 clusters Score -416895.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -416901.062500 Penalty: 2456.780029
	Iteration 59Q: 3 clusters Score -416901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -416906.937500 Penalty: 2456.780029
	Iteration 60F: 3 clusters Score -416906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -416911.562500 Penalty: 2456.780029
	Iteration 61Q: 3 clusters Score -416911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -416916.500000 Penalty: 2456.780029
	Iteration 62Q: 3 clusters Score -416916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -416919.906250 Penalty: 2456.780029
	Iteration 63Q: 3 clusters Score -416919.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -416924.593750 Penalty: 2456.780029
	Iteration 64Q: 3 clusters Score -416924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -416928.281250 Penalty: 2456.780029
	Iteration 65Q: 3 clusters Score -416928.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -416933.656250 Penalty: 2456.780029
	Iteration 66Q: 3 clusters Score -416933.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -416940.125000 Penalty: 2456.780029
	Iteration 67Q: 3 clusters Score -416940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -416944.375000 Penalty: 2456.780029
	Iteration 68Q: 3 clusters Score -416944.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -416948.406250 Penalty: 2456.780029
	Iteration 69Q: 3 clusters Score -416948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -416954.031250 Penalty: 2456.780029
	Iteration 70Q: 3 clusters Score -416954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -416961.593750 Penalty: 2456.780029
	Iteration 71Q: 3 clusters Score -416961.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -416970.625000 Penalty: 2456.780029
	Iteration 72Q: 3 clusters Score -416970.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -416980.687500 Penalty: 2456.780029
	Iteration 73Q: 3 clusters Score -416980.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -416991.531250 Penalty: 2456.780029
	Iteration 74Q: 3 clusters Score -416991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -417002.906250 Penalty: 2456.780029
	Iteration 75Q: 3 clusters Score -417002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -417010.687500 Penalty: 2456.780029
	Iteration 76Q: 3 clusters Score -417010.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -417017.531250 Penalty: 2456.780029
	Iteration 77Q: 3 clusters Score -417017.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -417028.531250 Penalty: 2456.780029
	Iteration 78Q: 3 clusters Score -417028.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -417037.937500 Penalty: 2456.780029
	Iteration 79Q: 3 clusters Score -417037.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -417050.187500 Penalty: 2456.780029
	Iteration 80F: 3 clusters Score -417050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -417058.812500 Penalty: 2456.780029
	Iteration 81Q: 3 clusters Score -417058.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -417064.625000 Penalty: 2456.780029
	Iteration 82Q: 3 clusters Score -417064.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -417073.000000 Penalty: 2456.780029
	Iteration 83Q: 3 clusters Score -417073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -417079.968750 Penalty: 2456.780029
	Iteration 84Q: 3 clusters Score -417080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -417086.437500 Penalty: 2456.780029
	Iteration 85Q: 3 clusters Score -417086.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -417096.406250 Penalty: 2456.780029
	Iteration 86Q: 3 clusters Score -417096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -417102.531250 Penalty: 2456.780029
	Iteration 87Q: 3 clusters Score -417102.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -417106.843750 Penalty: 2456.780029
	Iteration 88Q: 3 clusters Score -417106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -417115.000000 Penalty: 2456.780029
	Iteration 89Q: 3 clusters Score -417115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -417122.375000 Penalty: 2456.780029
	Iteration 90Q: 3 clusters Score -417122.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -417130.843750 Penalty: 2456.780029
	Iteration 91Q: 3 clusters Score -417130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -417138.812500 Penalty: 2456.780029
	Iteration 92Q: 3 clusters Score -417138.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -417147.812500 Penalty: 2456.780029
	Iteration 93Q: 3 clusters Score -417147.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -417155.875000 Penalty: 2456.780029
	Iteration 94Q: 3 clusters Score -417155.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -417165.656250 Penalty: 2456.780029
	Iteration 95Q: 3 clusters Score -417165.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -417178.593750 Penalty: 2456.780029
	Iteration 96Q: 3 clusters Score -417178.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -417187.937500 Penalty: 2456.780029
	Iteration 97Q: 3 clusters Score -417187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -417198.843750 Penalty: 2456.780029
	Iteration 98Q: 3 clusters Score -417198.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -417207.750000 Penalty: 2456.780029
	Iteration 99Q: 3 clusters Score -417207.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -417213.781250 Penalty: 2456.780029
	Iteration 100F: 3 clusters Score -417213.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -417222.375000 Penalty: 2456.780029
	Iteration 101Q: 3 clusters Score -417222.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417231.156250 Penalty: 2456.780029
	Iteration 102Q: 3 clusters Score -417231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -417251.031250 Penalty: 2456.780029
	Iteration 103Q: 3 clusters Score -417251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -417268.875000 Penalty: 2456.780029
	Iteration 104Q: 3 clusters Score -417268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -417279.937500 Penalty: 2456.780029
	Iteration 105Q: 3 clusters Score -417279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -417287.343750 Penalty: 2456.780029
	Iteration 106Q: 3 clusters Score -417287.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -417298.781250 Penalty: 2456.780029
	Iteration 107Q: 3 clusters Score -417298.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -417307.750000 Penalty: 2456.780029
	Iteration 108Q: 3 clusters Score -417307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -417315.531250 Penalty: 2456.780029
	Iteration 109Q: 3 clusters Score -417315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -417324.375000 Penalty: 2456.780029
	Iteration 110Q: 3 clusters Score -417324.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -417330.687500 Penalty: 2456.780029
	Iteration 111Q: 3 clusters Score -417330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -417333.375000 Penalty: 2456.780029
	Iteration 112Q: 3 clusters Score -417333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -417335.906250 Penalty: 2456.780029
	Iteration 113Q: 3 clusters Score -417335.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -417338.312500 Penalty: 2456.780029
	Iteration 114Q: 3 clusters Score -417338.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -417340.718750 Penalty: 2456.780029
	Iteration 115Q: 3 clusters Score -417340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -417342.875000 Penalty: 2456.780029
	Iteration 116Q: 3 clusters Score -417342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -417343.312500 Penalty: 2456.780029
	Iteration 117Q: 3 clusters Score -417343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -417343.593750 Penalty: 2456.780029
	Iteration 118Q: 3 clusters Score -417343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -417344.281250 Penalty: 2456.780029
	Iteration 119Q: 3 clusters Score -417344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -417346.906250 Penalty: 2456.780029
	Iteration 120F: 3 clusters Score -417346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -417349.843750 Penalty: 2456.780029
	Iteration 121Q: 3 clusters Score -417349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -417353.250000 Penalty: 2456.780029
	Iteration 122Q: 3 clusters Score -417353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -417355.218750 Penalty: 2456.780029
	Iteration 123Q: 3 clusters Score -417355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -417357.031250 Penalty: 2456.780029
	Iteration 124Q: 3 clusters Score -417357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -417358.406250 Penalty: 2456.780029
	Iteration 125Q: 3 clusters Score -417358.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -417362.500000 Penalty: 2456.780029
	Iteration 126Q: 3 clusters Score -417362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -417367.187500 Penalty: 2456.780029
	Iteration 127Q: 3 clusters Score -417367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -417373.250000 Penalty: 2456.780029
	Iteration 128Q: 3 clusters Score -417373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -417378.250000 Penalty: 2456.780029
	Iteration 129Q: 3 clusters Score -417378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -417382.718750 Penalty: 2456.780029
	Iteration 130Q: 3 clusters Score -417382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -417390.281250 Penalty: 2456.780029
	Iteration 131Q: 3 clusters Score -417390.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -417398.468750 Penalty: 2456.780029
	Iteration 132Q: 3 clusters Score -417398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -417405.531250 Penalty: 2456.780029
	Iteration 133Q: 3 clusters Score -417405.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -417420.593750 Penalty: 2456.780029
	Iteration 134Q: 3 clusters Score -417420.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -417436.812500 Penalty: 2456.780029
	Iteration 135Q: 3 clusters Score -417436.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -417448.718750 Penalty: 2456.780029
	Iteration 136Q: 3 clusters Score -417448.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -417466.562500 Penalty: 2456.780029
	Iteration 137Q: 3 clusters Score -417466.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -417490.406250 Penalty: 2456.780029
	Iteration 138Q: 3 clusters Score -417490.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -417508.937500 Penalty: 2456.780029
	Iteration 139Q: 3 clusters Score -417508.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -417530.687500 Penalty: 2456.780029
	Iteration 140F: 3 clusters Score -417530.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -417552.281250 Penalty: 2456.780029
	Iteration 141Q: 3 clusters Score -417552.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -417570.718750 Penalty: 2456.780029
	Iteration 142Q: 3 clusters Score -417570.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -417583.562500 Penalty: 2456.780029
	Iteration 143Q: 3 clusters Score -417583.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -417595.875000 Penalty: 2456.780029
	Iteration 144Q: 3 clusters Score -417595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -417604.593750 Penalty: 2456.780029
	Iteration 145Q: 3 clusters Score -417604.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -417611.937500 Penalty: 2456.780029
	Iteration 146Q: 3 clusters Score -417611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -417619.343750 Penalty: 2456.780029
	Iteration 147Q: 3 clusters Score -417619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -417621.281250 Penalty: 2456.780029
	Iteration 148Q: 3 clusters Score -417621.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -417623.343750 Penalty: 2456.780029
	Iteration 149Q: 3 clusters Score -417623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -417625.531250 Penalty: 2456.780029
	Iteration 150Q: 3 clusters Score -417625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -417627.687500 Penalty: 2456.780029
	Iteration 151Q: 3 clusters Score -417627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -417630.468750 Penalty: 2456.780029
	Iteration 152Q: 3 clusters Score -417630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -417633.937500 Penalty: 2456.780029
	Iteration 153Q: 3 clusters Score -417633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -417640.531250 Penalty: 2456.780029
	Iteration 154Q: 3 clusters Score -417640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -417644.218750 Penalty: 2456.780029
	Iteration 155Q: 3 clusters Score -417644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -417648.781250 Penalty: 2456.780029
	Iteration 156Q: 3 clusters Score -417648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -417651.125000 Penalty: 2456.780029
	Iteration 157Q: 3 clusters Score -417651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -417657.000000 Penalty: 2456.780029
	Iteration 158Q: 3 clusters Score -417657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -417660.468750 Penalty: 2456.780029
	Iteration 159Q: 3 clusters Score -417660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -417661.593750 Penalty: 2456.780029
	Iteration 160F: 3 clusters Score -417661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -417664.156250 Penalty: 2456.780029
	Iteration 161Q: 3 clusters Score -417664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -417667.843750 Penalty: 2456.780029
	Iteration 162Q: 3 clusters Score -417667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -417668.750000 Penalty: 2456.780029
	Iteration 163Q: 3 clusters Score -417668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -417668.906250 Penalty: 2456.780029
	Iteration 164Q: 3 clusters Score -417668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -417669.375000 Penalty: 2456.780029
	Iteration 165Q: 3 clusters Score -417669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -417669.375000 Penalty: 2456.780029
	Iteration 166F: 3 clusters Score -417669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 78624 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42109 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 1262 members 
Entering Unmasked Estep 
Score: -111088312.000000 Penalty: 117209.742188
Splitting cluster 19 changes total score from -111088696.000000 to -111088312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Entering Unmasked Estep 
Score: -955559.312500 Penalty: 1339.912964
	Iteration 0F: 2 clusters Score -955559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -949937.250000 Penalty: 2679.825928
	Iteration 0F: 3 clusters Score -949937.2 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -951802.312500 Penalty: 2679.825928
	Iteration 1F: 3 clusters Score -951802.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -952167.000000 Penalty: 2679.825928
	Iteration 2F: 3 clusters Score -952167 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -952416.125000 Penalty: 2679.825928
	Iteration 3F: 3 clusters Score -952416.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -952622.500000 Penalty: 2679.825928
	Iteration 4Q: 3 clusters Score -952622.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -952792.312500 Penalty: 2679.825928
	Iteration 5Q: 3 clusters Score -952792.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -952933.125000 Penalty: 2679.825928
	Iteration 6Q: 3 clusters Score -952933.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -953055.187500 Penalty: 2679.825928
	Iteration 7Q: 3 clusters Score -953055.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -953177.687500 Penalty: 2679.825928
	Iteration 8Q: 3 clusters Score -953177.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -953283.250000 Penalty: 2679.825928
	Iteration 9Q: 3 clusters Score -953283.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -953384.375000 Penalty: 2679.825928
	Iteration 10Q: 3 clusters Score -953384.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -953481.625000 Penalty: 2679.825928
	Iteration 11Q: 3 clusters Score -953481.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -953571.312500 Penalty: 2679.825928
	Iteration 12Q: 3 clusters Score -953571.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -953672.250000 Penalty: 2679.825928
	Iteration 13Q: 3 clusters Score -953672.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -953780.687500 Penalty: 2679.825928
	Iteration 14Q: 3 clusters Score -953780.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -953894.125000 Penalty: 2679.825928
	Iteration 15Q: 3 clusters Score -953894.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -954010.375000 Penalty: 2679.825928
	Iteration 16Q: 3 clusters Score -954010.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -954156.937500 Penalty: 2679.825928
	Iteration 17Q: 3 clusters Score -954156.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -954287.375000 Penalty: 2679.825928
	Iteration 18Q: 3 clusters Score -954287.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -954384.437500 Penalty: 2679.825928
	Iteration 19Q: 3 clusters Score -954384.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -954462.312500 Penalty: 2679.825928
	Iteration 20F: 3 clusters Score -954462.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -954528.812500 Penalty: 2679.825928
	Iteration 21Q: 3 clusters Score -954528.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -954572.000000 Penalty: 2679.825928
	Iteration 22Q: 3 clusters Score -954572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -954606.062500 Penalty: 2679.825928
	Iteration 23Q: 3 clusters Score -954606.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -954630.187500 Penalty: 2679.825928
	Iteration 24Q: 3 clusters Score -954630.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -954653.375000 Penalty: 2679.825928
	Iteration 25Q: 3 clusters Score -954653.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -954670.500000 Penalty: 2679.825928
	Iteration 26Q: 3 clusters Score -954670.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -954696.187500 Penalty: 2679.825928
	Iteration 27Q: 3 clusters Score -954696.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -954714.687500 Penalty: 2679.825928
	Iteration 28Q: 3 clusters Score -954714.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -954729.875000 Penalty: 2679.825928
	Iteration 29Q: 3 clusters Score -954729.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -954744.125000 Penalty: 2679.825928
	Iteration 30Q: 3 clusters Score -954744.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -954756.375000 Penalty: 2679.825928
	Iteration 31Q: 3 clusters Score -954756.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -954770.625000 Penalty: 2679.825928
	Iteration 32Q: 3 clusters Score -954770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -954782.312500 Penalty: 2679.825928
	Iteration 33Q: 3 clusters Score -954782.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -954791.437500 Penalty: 2679.825928
	Iteration 34Q: 3 clusters Score -954791.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -954802.437500 Penalty: 2679.825928
	Iteration 35Q: 3 clusters Score -954802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -954805.812500 Penalty: 2679.825928
	Iteration 36Q: 3 clusters Score -954805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -954809.625000 Penalty: 2679.825928
	Iteration 37Q: 3 clusters Score -954809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -954808.750000 Penalty: 2679.825928
	Iteration 38Q: 3 clusters Score -954808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -954811.437500 Penalty: 2679.825928
	Iteration 39Q: 3 clusters Score -954811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -954811.937500 Penalty: 2679.825928
	Iteration 40F: 3 clusters Score -954811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -954815.062500 Penalty: 2679.825928
	Iteration 41Q: 3 clusters Score -954815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -954814.812500 Penalty: 2679.825928
	Iteration 42Q: 3 clusters Score -954814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -954814.437500 Penalty: 2679.825928
	Iteration 43Q: 3 clusters Score -954814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -954815.437500 Penalty: 2679.825928
	Iteration 44Q: 3 clusters Score -954815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -954816.625000 Penalty: 2679.825928
	Iteration 45Q: 3 clusters Score -954816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -954818.562500 Penalty: 2679.825928
	Iteration 46Q: 3 clusters Score -954818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -954820.375000 Penalty: 2679.825928
	Iteration 47Q: 3 clusters Score -954820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -954823.125000 Penalty: 2679.825928
	Iteration 48Q: 3 clusters Score -954823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -954825.062500 Penalty: 2679.825928
	Iteration 49Q: 3 clusters Score -954825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -954826.750000 Penalty: 2679.825928
	Iteration 50Q: 3 clusters Score -954826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -954826.937500 Penalty: 2679.825928
	Iteration 51Q: 3 clusters Score -954826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -954827.562500 Penalty: 2679.825928
	Iteration 52Q: 3 clusters Score -954827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -954830.750000 Penalty: 2679.825928
	Iteration 53Q: 3 clusters Score -954830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -954830.687500 Penalty: 2679.825928
	Iteration 54Q: 3 clusters Score -954830.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -954830.687500 Penalty: 2679.825928
	Iteration 55F: 3 clusters Score -954830.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Entering Unmasked Estep 
Score: -923807.625000 Penalty: 1339.620239
	Iteration 0F: 2 clusters Score -923807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -918234.625000 Penalty: 2679.240479
	Iteration 0F: 3 clusters Score -918234.6 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -920001.250000 Penalty: 2679.240479
	Iteration 1F: 3 clusters Score -920001.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -920252.062500 Penalty: 2679.240479
	Iteration 2F: 3 clusters Score -920252.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -920420.625000 Penalty: 2679.240479
	Iteration 3Q: 3 clusters Score -920420.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -920552.250000 Penalty: 2679.240479
	Iteration 4Q: 3 clusters Score -920552.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -920669.687500 Penalty: 2679.240479
	Iteration 5Q: 3 clusters Score -920669.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -920795.750000 Penalty: 2679.240479
	Iteration 6Q: 3 clusters Score -920795.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -920912.437500 Penalty: 2679.240479
	Iteration 7Q: 3 clusters Score -920912.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -921009.687500 Penalty: 2679.240479
	Iteration 8Q: 3 clusters Score -921009.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -921101.437500 Penalty: 2679.240479
	Iteration 9Q: 3 clusters Score -921101.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -921200.687500 Penalty: 2679.240479
	Iteration 10Q: 3 clusters Score -921200.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -921293.437500 Penalty: 2679.240479
	Iteration 11Q: 3 clusters Score -921293.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -921405.750000 Penalty: 2679.240479
	Iteration 12Q: 3 clusters Score -921405.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -921501.750000 Penalty: 2679.240479
	Iteration 13Q: 3 clusters Score -921501.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -921580.125000 Penalty: 2679.240479
	Iteration 14Q: 3 clusters Score -921580.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -921680.500000 Penalty: 2679.240479
	Iteration 15Q: 3 clusters Score -921680.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -921796.062500 Penalty: 2679.240479
	Iteration 16Q: 3 clusters Score -921796.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -921916.625000 Penalty: 2679.240479
	Iteration 17Q: 3 clusters Score -921916.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -922018.812500 Penalty: 2679.240479
	Iteration 18Q: 3 clusters Score -922018.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -922128.875000 Penalty: 2679.240479
	Iteration 19Q: 3 clusters Score -922128.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -922246.562500 Penalty: 2679.240479
	Iteration 20F: 3 clusters Score -922246.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -922354.875000 Penalty: 2679.240479
	Iteration 21Q: 3 clusters Score -922354.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -922440.625000 Penalty: 2679.240479
	Iteration 22Q: 3 clusters Score -922440.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -922513.125000 Penalty: 2679.240479
	Iteration 23Q: 3 clusters Score -922513.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -922569.812500 Penalty: 2679.240479
	Iteration 24Q: 3 clusters Score -922569.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -922621.937500 Penalty: 2679.240479
	Iteration 25Q: 3 clusters Score -922621.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -922665.937500 Penalty: 2679.240479
	Iteration 26Q: 3 clusters Score -922665.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -922697.187500 Penalty: 2679.240479
	Iteration 27Q: 3 clusters Score -922697.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -922727.000000 Penalty: 2679.240479
	Iteration 28Q: 3 clusters Score -922727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -922749.625000 Penalty: 2679.240479
	Iteration 29Q: 3 clusters Score -922749.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -922763.875000 Penalty: 2679.240479
	Iteration 30Q: 3 clusters Score -922763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -922775.875000 Penalty: 2679.240479
	Iteration 31Q: 3 clusters Score -922775.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -922789.812500 Penalty: 2679.240479
	Iteration 32Q: 3 clusters Score -922789.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -922807.125000 Penalty: 2679.240479
	Iteration 33Q: 3 clusters Score -922807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -922819.250000 Penalty: 2679.240479
	Iteration 34Q: 3 clusters Score -922819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -922823.625000 Penalty: 2679.240479
	Iteration 35Q: 3 clusters Score -922823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -922833.312500 Penalty: 2679.240479
	Iteration 36Q: 3 clusters Score -922833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -922845.375000 Penalty: 2679.240479
	Iteration 37Q: 3 clusters Score -922845.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -922856.625000 Penalty: 2679.240479
	Iteration 38Q: 3 clusters Score -922856.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -922863.437500 Penalty: 2679.240479
	Iteration 39Q: 3 clusters Score -922863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -922871.750000 Penalty: 2679.240479
	Iteration 40F: 3 clusters Score -922871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -922878.000000 Penalty: 2679.240479
	Iteration 41Q: 3 clusters Score -922878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -922889.625000 Penalty: 2679.240479
	Iteration 42Q: 3 clusters Score -922889.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -922894.250000 Penalty: 2679.240479
	Iteration 43Q: 3 clusters Score -922894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -922900.312500 Penalty: 2679.240479
	Iteration 44Q: 3 clusters Score -922900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -922903.000000 Penalty: 2679.240479
	Iteration 45Q: 3 clusters Score -922903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -922907.062500 Penalty: 2679.240479
	Iteration 46Q: 3 clusters Score -922907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -922912.375000 Penalty: 2679.240479
	Iteration 47Q: 3 clusters Score -922912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -922918.687500 Penalty: 2679.240479
	Iteration 48Q: 3 clusters Score -922918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -922919.937500 Penalty: 2679.240479
	Iteration 49Q: 3 clusters Score -922919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -922921.812500 Penalty: 2679.240479
	Iteration 50Q: 3 clusters Score -922921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -922921.812500 Penalty: 2679.240479
	Iteration 51F: 3 clusters Score -922921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Entering Unmasked Estep 
Score: -2861438.250000 Penalty: 1512.099609
	Iteration 0F: 2 clusters Score -2861438 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 12911 members 
Entering Unmasked Estep 
Score: -2844550.500000 Penalty: 3024.199219
	Iteration 0F: 3 clusters Score -2844550 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2850812.250000 Penalty: 3024.199219
	Iteration 1F: 3 clusters Score -2850812 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2851361.500000 Penalty: 3024.199219
	Iteration 2F: 3 clusters Score -2851362 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2851867.000000 Penalty: 3024.199219
	Iteration 3Q: 3 clusters Score -2851867 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2852454.500000 Penalty: 3024.199219
	Iteration 4Q: 3 clusters Score -2852454 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2853117.250000 Penalty: 3024.199219
	Iteration 5Q: 3 clusters Score -2853117 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2853899.000000 Penalty: 3024.199219
	Iteration 6F: 3 clusters Score -2853899 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2854696.000000 Penalty: 3024.199219
	Iteration 7F: 3 clusters Score -2854696 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2855426.000000 Penalty: 3024.199219
	Iteration 8Q: 3 clusters Score -2855426 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2856030.250000 Penalty: 3024.199219
	Iteration 9Q: 3 clusters Score -2856030 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2856514.000000 Penalty: 3024.199219
	Iteration 10Q: 3 clusters Score -2856514 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2856867.500000 Penalty: 3024.199219
	Iteration 11Q: 3 clusters Score -2856868 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2857131.500000 Penalty: 3024.199219
	Iteration 12Q: 3 clusters Score -2857132 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2857307.500000 Penalty: 3024.199219
	Iteration 13Q: 3 clusters Score -2857308 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2857469.750000 Penalty: 3024.199219
	Iteration 14Q: 3 clusters Score -2857470 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2857640.750000 Penalty: 3024.199219
	Iteration 15Q: 3 clusters Score -2857641 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2857793.000000 Penalty: 3024.199219
	Iteration 16Q: 3 clusters Score -2857793 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2857951.250000 Penalty: 3024.199219
	Iteration 17Q: 3 clusters Score -2857951 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2858138.000000 Penalty: 3024.199219
	Iteration 18Q: 3 clusters Score -2858138 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2858354.500000 Penalty: 3024.199219
	Iteration 19Q: 3 clusters Score -2858354 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2858536.500000 Penalty: 3024.199219
	Iteration 20F: 3 clusters Score -2858536 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2858787.750000 Penalty: 3024.199219
	Iteration 21Q: 3 clusters Score -2858788 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2859040.250000 Penalty: 3024.199219
	Iteration 22Q: 3 clusters Score -2859040 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2859296.750000 Penalty: 3024.199219
	Iteration 23Q: 3 clusters Score -2859297 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2859558.500000 Penalty: 3024.199219
	Iteration 24Q: 3 clusters Score -2859558 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2859787.750000 Penalty: 3024.199219
	Iteration 25Q: 3 clusters Score -2859788 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2859941.250000 Penalty: 3024.199219
	Iteration 26Q: 3 clusters Score -2859941 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2860055.750000 Penalty: 3024.199219
	Iteration 27Q: 3 clusters Score -2860056 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2860146.750000 Penalty: 3024.199219
	Iteration 28Q: 3 clusters Score -2860147 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2860235.000000 Penalty: 3024.199219
	Iteration 29Q: 3 clusters Score -2860235 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2860295.250000 Penalty: 3024.199219
	Iteration 30Q: 3 clusters Score -2860295 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2860346.000000 Penalty: 3024.199219
	Iteration 31Q: 3 clusters Score -2860346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2860392.250000 Penalty: 3024.199219
	Iteration 32Q: 3 clusters Score -2860392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2860418.500000 Penalty: 3024.199219
	Iteration 33Q: 3 clusters Score -2860418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2860421.500000 Penalty: 3024.199219
	Iteration 34Q: 3 clusters Score -2860422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2860432.750000 Penalty: 3024.199219
	Iteration 35Q: 3 clusters Score -2860433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2860445.250000 Penalty: 3024.199219
	Iteration 36Q: 3 clusters Score -2860445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2860453.750000 Penalty: 3024.199219
	Iteration 37Q: 3 clusters Score -2860454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2860460.500000 Penalty: 3024.199219
	Iteration 38Q: 3 clusters Score -2860460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2860468.750000 Penalty: 3024.199219
	Iteration 39Q: 3 clusters Score -2860469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2860478.500000 Penalty: 3024.199219
	Iteration 40F: 3 clusters Score -2860478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2860477.500000 Penalty: 3024.199219
	Iteration 41Q: 3 clusters Score -2860478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2860478.250000 Penalty: 3024.199219
	Iteration 42Q: 3 clusters Score -2860478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2860482.250000 Penalty: 3024.199219
	Iteration 43Q: 3 clusters Score -2860482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2860485.500000 Penalty: 3024.199219
	Iteration 44Q: 3 clusters Score -2860486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2860487.000000 Penalty: 3024.199219
	Iteration 45Q: 3 clusters Score -2860487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2860489.000000 Penalty: 3024.199219
	Iteration 46Q: 3 clusters Score -2860489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2860492.000000 Penalty: 3024.199219
	Iteration 47Q: 3 clusters Score -2860492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2860494.000000 Penalty: 3024.199219
	Iteration 48Q: 3 clusters Score -2860494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2860493.250000 Penalty: 3024.199219
	Iteration 49Q: 3 clusters Score -2860493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2860497.250000 Penalty: 3024.199219
	Iteration 50Q: 3 clusters Score -2860497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2860498.500000 Penalty: 3024.199219
	Iteration 51Q: 3 clusters Score -2860498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2860496.250000 Penalty: 3024.199219
	Iteration 52Q: 3 clusters Score -2860496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2860499.250000 Penalty: 3024.199219
	Iteration 53Q: 3 clusters Score -2860499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2860503.750000 Penalty: 3024.199219
	Iteration 54Q: 3 clusters Score -2860504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2860505.000000 Penalty: 3024.199219
	Iteration 55Q: 3 clusters Score -2860505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2860509.500000 Penalty: 3024.199219
	Iteration 56Q: 3 clusters Score -2860510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2860513.500000 Penalty: 3024.199219
	Iteration 57Q: 3 clusters Score -2860514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2860518.750000 Penalty: 3024.199219
	Iteration 58Q: 3 clusters Score -2860519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2860520.000000 Penalty: 3024.199219
	Iteration 59Q: 3 clusters Score -2860520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2860521.750000 Penalty: 3024.199219
	Iteration 60F: 3 clusters Score -2860522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2860519.250000 Penalty: 3024.199219
	Iteration 61Q: 3 clusters Score -2860519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2860517.750000 Penalty: 3024.199219
	Iteration 62Q: 3 clusters Score -2860518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2860522.750000 Penalty: 3024.199219
	Iteration 63Q: 3 clusters Score -2860523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2860519.500000 Penalty: 3024.199219
	Iteration 64Q: 3 clusters Score -2860520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2860526.500000 Penalty: 3024.199219
	Iteration 65Q: 3 clusters Score -2860526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2860528.750000 Penalty: 3024.199219
	Iteration 66Q: 3 clusters Score -2860529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2860528.750000 Penalty: 3024.199219
	Iteration 67Q: 3 clusters Score -2860529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2860532.000000 Penalty: 3024.199219
	Iteration 68Q: 3 clusters Score -2860532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2860530.750000 Penalty: 3024.199219
	Iteration 69Q: 3 clusters Score -2860531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2860530.000000 Penalty: 3024.199219
	Iteration 70Q: 3 clusters Score -2860530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2860534.000000 Penalty: 3024.199219
	Iteration 71Q: 3 clusters Score -2860534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2860532.000000 Penalty: 3024.199219
	Iteration 72Q: 3 clusters Score -2860532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2860540.500000 Penalty: 3024.199219
	Iteration 73Q: 3 clusters Score -2860540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2860540.000000 Penalty: 3024.199219
	Iteration 74Q: 3 clusters Score -2860540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2860540.500000 Penalty: 3024.199219
	Iteration 75Q: 3 clusters Score -2860540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2860545.750000 Penalty: 3024.199219
	Iteration 76Q: 3 clusters Score -2860546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2860548.250000 Penalty: 3024.199219
	Iteration 77Q: 3 clusters Score -2860548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2860548.500000 Penalty: 3024.199219
	Iteration 78Q: 3 clusters Score -2860548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2860549.250000 Penalty: 3024.199219
	Iteration 79Q: 3 clusters Score -2860549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2860549.250000 Penalty: 3024.199219
	Iteration 80F: 3 clusters Score -2860549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Entering Unmasked Estep 
Score: -775446.750000 Penalty: 1328.581665
	Iteration 0F: 2 clusters Score -775446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -770179.875000 Penalty: 2657.163330
	Iteration 0F: 3 clusters Score -770179.9 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -771907.687500 Penalty: 2657.163330
	Iteration 1F: 3 clusters Score -771907.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -772339.062500 Penalty: 2657.163330
	Iteration 2F: 3 clusters Score -772339.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -772743.250000 Penalty: 2657.163330
	Iteration 3F: 3 clusters Score -772743.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -773088.500000 Penalty: 2657.163330
	Iteration 4F: 3 clusters Score -773088.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -773391.750000 Penalty: 2657.163330
	Iteration 5F: 3 clusters Score -773391.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -773684.125000 Penalty: 2657.163330
	Iteration 6Q: 3 clusters Score -773684.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -774005.312500 Penalty: 2657.163330
	Iteration 7Q: 3 clusters Score -774005.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -774291.312500 Penalty: 2657.163330
	Iteration 8Q: 3 clusters Score -774291.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -774532.937500 Penalty: 2657.163330
	Iteration 9Q: 3 clusters Score -774532.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -774706.625000 Penalty: 2657.163330
	Iteration 10Q: 3 clusters Score -774706.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -774828.500000 Penalty: 2657.163330
	Iteration 11Q: 3 clusters Score -774828.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -774910.187500 Penalty: 2657.163330
	Iteration 12Q: 3 clusters Score -774910.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -774957.812500 Penalty: 2657.163330
	Iteration 13Q: 3 clusters Score -774957.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -774994.687500 Penalty: 2657.163330
	Iteration 14Q: 3 clusters Score -774994.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -775019.000000 Penalty: 2657.163330
	Iteration 15Q: 3 clusters Score -775019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -775037.312500 Penalty: 2657.163330
	Iteration 16Q: 3 clusters Score -775037.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -775045.687500 Penalty: 2657.163330
	Iteration 17Q: 3 clusters Score -775045.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -775059.562500 Penalty: 2657.163330
	Iteration 18Q: 3 clusters Score -775059.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -775074.687500 Penalty: 2657.163330
	Iteration 19Q: 3 clusters Score -775074.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -775086.250000 Penalty: 2657.163330
	Iteration 20F: 3 clusters Score -775086.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -775093.375000 Penalty: 2657.163330
	Iteration 21Q: 3 clusters Score -775093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -775099.187500 Penalty: 2657.163330
	Iteration 22Q: 3 clusters Score -775099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -775102.000000 Penalty: 2657.163330
	Iteration 23Q: 3 clusters Score -775102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -775107.625000 Penalty: 2657.163330
	Iteration 24Q: 3 clusters Score -775107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -775108.375000 Penalty: 2657.163330
	Iteration 25Q: 3 clusters Score -775108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -775108.687500 Penalty: 2657.163330
	Iteration 26Q: 3 clusters Score -775108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -775107.125000 Penalty: 2657.163330
	Iteration 27Q: 3 clusters Score -775107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -775108.500000 Penalty: 2657.163330
	Iteration 28Q: 3 clusters Score -775108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -775109.937500 Penalty: 2657.163330
	Iteration 29Q: 3 clusters Score -775109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -775111.437500 Penalty: 2657.163330
	Iteration 30Q: 3 clusters Score -775111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -775114.437500 Penalty: 2657.163330
	Iteration 31Q: 3 clusters Score -775114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -775113.812500 Penalty: 2657.163330
	Iteration 32Q: 3 clusters Score -775113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -775114.437500 Penalty: 2657.163330
	Iteration 33Q: 3 clusters Score -775114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -775113.750000 Penalty: 2657.163330
	Iteration 34Q: 3 clusters Score -775113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -775113.750000 Penalty: 2657.163330
	Iteration 35F: 3 clusters Score -775113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46826.515625 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46826.52 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47029.628906 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -47029.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47099.347656 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47099.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47162.792969 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47162.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47222.375000 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47222.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47293.894531 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47293.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47357.476562 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47357.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47390.859375 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47390.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47448.390625 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47448.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47488.812500 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47488.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47521.625000 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47521.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47545.042969 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47545.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47564.429688 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47564.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47577.878906 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47577.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47587.117188 Penalty: 1874.567383
	Iteration 14Q: 3 clusters Score -47587.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47587.117188 Penalty: 1874.567383
	Iteration 15F: 3 clusters Score -47587.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -910247.187500 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -910247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -904621.062500 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -904621.1 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -906508.312500 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -906508.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -906869.875000 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -906869.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -907170.062500 Penalty: 2679.569824
	Iteration 3F: 3 clusters Score -907170.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -907454.312500 Penalty: 2679.569824
	Iteration 4Q: 3 clusters Score -907454.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -907725.625000 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -907725.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -907946.187500 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -907946.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -908135.562500 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -908135.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -908310.812500 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -908310.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -908442.125000 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -908442.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -908529.750000 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -908529.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -908602.750000 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -908602.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -908670.437500 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -908670.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -908729.312500 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -908729.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -908778.750000 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -908778.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -908815.937500 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -908815.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -908858.062500 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -908858.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -908887.750000 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -908887.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -908908.312500 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -908908.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -908921.875000 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -908921.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -908939.375000 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -908939.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -908955.187500 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -908955.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -908968.687500 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -908968.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -908976.875000 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -908976.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -908984.375000 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -908984.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -908988.562500 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -908988.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -908997.625000 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -908997.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -909004.187500 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -909004.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -909013.125000 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -909013.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -909016.750000 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -909016.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -909022.375000 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -909022.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -909025.312500 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -909025.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -909029.187500 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -909029.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -909035.750000 Penalty: 2679.569824
	Iteration 33Q: 3 clusters Score -909035.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -909040.500000 Penalty: 2679.569824
	Iteration 34Q: 3 clusters Score -909040.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -909050.062500 Penalty: 2679.569824
	Iteration 35Q: 3 clusters Score -909050.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -909056.625000 Penalty: 2679.569824
	Iteration 36Q: 3 clusters Score -909056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -909061.750000 Penalty: 2679.569824
	Iteration 37Q: 3 clusters Score -909061.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -909070.000000 Penalty: 2679.569824
	Iteration 38Q: 3 clusters Score -909070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -909077.625000 Penalty: 2679.569824
	Iteration 39Q: 3 clusters Score -909077.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -909083.875000 Penalty: 2679.569824
	Iteration 40F: 3 clusters Score -909083.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -909091.875000 Penalty: 2679.569824
	Iteration 41Q: 3 clusters Score -909091.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -909099.000000 Penalty: 2679.569824
	Iteration 42Q: 3 clusters Score -909099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -909109.312500 Penalty: 2679.569824
	Iteration 43Q: 3 clusters Score -909109.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -909119.250000 Penalty: 2679.569824
	Iteration 44Q: 3 clusters Score -909119.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -909133.375000 Penalty: 2679.569824
	Iteration 45Q: 3 clusters Score -909133.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -909148.312500 Penalty: 2679.569824
	Iteration 46Q: 3 clusters Score -909148.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -909162.812500 Penalty: 2679.569824
	Iteration 47Q: 3 clusters Score -909162.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -909181.937500 Penalty: 2679.569824
	Iteration 48Q: 3 clusters Score -909181.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -909203.687500 Penalty: 2679.569824
	Iteration 49Q: 3 clusters Score -909203.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -909229.687500 Penalty: 2679.569824
	Iteration 50Q: 3 clusters Score -909229.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -909260.812500 Penalty: 2679.569824
	Iteration 51Q: 3 clusters Score -909260.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -909307.687500 Penalty: 2679.569824
	Iteration 52Q: 3 clusters Score -909307.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -909351.812500 Penalty: 2679.569824
	Iteration 53Q: 3 clusters Score -909351.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -909412.500000 Penalty: 2679.569824
	Iteration 54Q: 3 clusters Score -909412.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -909460.812500 Penalty: 2679.569824
	Iteration 55Q: 3 clusters Score -909460.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -909492.875000 Penalty: 2679.569824
	Iteration 56Q: 3 clusters Score -909492.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -909526.562500 Penalty: 2679.569824
	Iteration 57Q: 3 clusters Score -909526.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -909570.062500 Penalty: 2679.569824
	Iteration 58Q: 3 clusters Score -909570.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -909596.812500 Penalty: 2679.569824
	Iteration 59Q: 3 clusters Score -909596.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -909628.812500 Penalty: 2679.569824
	Iteration 60F: 3 clusters Score -909628.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -909665.250000 Penalty: 2679.569824
	Iteration 61Q: 3 clusters Score -909665.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -909695.875000 Penalty: 2679.569824
	Iteration 62Q: 3 clusters Score -909695.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -909719.125000 Penalty: 2679.569824
	Iteration 63Q: 3 clusters Score -909719.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -909731.250000 Penalty: 2679.569824
	Iteration 64Q: 3 clusters Score -909731.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -909747.625000 Penalty: 2679.569824
	Iteration 65Q: 3 clusters Score -909747.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -909761.625000 Penalty: 2679.569824
	Iteration 66Q: 3 clusters Score -909761.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -909772.125000 Penalty: 2679.569824
	Iteration 67Q: 3 clusters Score -909772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -909787.500000 Penalty: 2679.569824
	Iteration 68Q: 3 clusters Score -909787.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -909802.375000 Penalty: 2679.569824
	Iteration 69Q: 3 clusters Score -909802.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -909815.562500 Penalty: 2679.569824
	Iteration 70Q: 3 clusters Score -909815.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -909827.437500 Penalty: 2679.569824
	Iteration 71Q: 3 clusters Score -909827.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -909836.750000 Penalty: 2679.569824
	Iteration 72Q: 3 clusters Score -909836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -909843.625000 Penalty: 2679.569824
	Iteration 73Q: 3 clusters Score -909843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -909853.937500 Penalty: 2679.569824
	Iteration 74Q: 3 clusters Score -909853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -909866.687500 Penalty: 2679.569824
	Iteration 75Q: 3 clusters Score -909866.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -909879.000000 Penalty: 2679.569824
	Iteration 76Q: 3 clusters Score -909879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -909896.312500 Penalty: 2679.569824
	Iteration 77Q: 3 clusters Score -909896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -909918.687500 Penalty: 2679.569824
	Iteration 78Q: 3 clusters Score -909918.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -909943.750000 Penalty: 2679.569824
	Iteration 79Q: 3 clusters Score -909943.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -909962.687500 Penalty: 2679.569824
	Iteration 80F: 3 clusters Score -909962.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -909977.500000 Penalty: 2679.569824
	Iteration 81Q: 3 clusters Score -909977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -909981.000000 Penalty: 2679.569824
	Iteration 82Q: 3 clusters Score -909981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -909985.875000 Penalty: 2679.569824
	Iteration 83Q: 3 clusters Score -909985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -909990.125000 Penalty: 2679.569824
	Iteration 84Q: 3 clusters Score -909990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -909995.062500 Penalty: 2679.569824
	Iteration 85Q: 3 clusters Score -909995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -910000.375000 Penalty: 2679.569824
	Iteration 86Q: 3 clusters Score -910000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -910005.062500 Penalty: 2679.569824
	Iteration 87Q: 3 clusters Score -910005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -910009.750000 Penalty: 2679.569824
	Iteration 88Q: 3 clusters Score -910009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -910019.312500 Penalty: 2679.569824
	Iteration 89Q: 3 clusters Score -910019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -910024.875000 Penalty: 2679.569824
	Iteration 90Q: 3 clusters Score -910024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -910024.500000 Penalty: 2679.569824
	Iteration 91Q: 3 clusters Score -910024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -910026.062500 Penalty: 2679.569824
	Iteration 92Q: 3 clusters Score -910026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -910028.312500 Penalty: 2679.569824
	Iteration 93Q: 3 clusters Score -910028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -910030.875000 Penalty: 2679.569824
	Iteration 94Q: 3 clusters Score -910030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -910031.125000 Penalty: 2679.569824
	Iteration 95Q: 3 clusters Score -910031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -910034.562500 Penalty: 2679.569824
	Iteration 96Q: 3 clusters Score -910034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -910034.500000 Penalty: 2679.569824
	Iteration 97Q: 3 clusters Score -910034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -910037.250000 Penalty: 2679.569824
	Iteration 98Q: 3 clusters Score -910037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -910037.812500 Penalty: 2679.569824
	Iteration 99Q: 3 clusters Score -910037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -910038.937500 Penalty: 2679.569824
	Iteration 100F: 3 clusters Score -910038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -910040.062500 Penalty: 2679.569824
	Iteration 101Q: 3 clusters Score -910040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -910042.562500 Penalty: 2679.569824
	Iteration 102Q: 3 clusters Score -910042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -910046.812500 Penalty: 2679.569824
	Iteration 103Q: 3 clusters Score -910046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -910048.687500 Penalty: 2679.569824
	Iteration 104Q: 3 clusters Score -910048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -910051.125000 Penalty: 2679.569824
	Iteration 105Q: 3 clusters Score -910051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -910051.125000 Penalty: 2679.569824
	Iteration 106F: 3 clusters Score -910051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -1793396.875000 Penalty: 1437.125000
	Iteration 0F: 2 clusters Score -1793397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1783097.125000 Penalty: 2874.250000
	Iteration 0F: 3 clusters Score -1783097 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1786624.000000 Penalty: 2874.250000
	Iteration 1F: 3 clusters Score -1786624 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1786945.875000 Penalty: 2874.250000
	Iteration 2F: 3 clusters Score -1786946 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1787177.625000 Penalty: 2874.250000
	Iteration 3Q: 3 clusters Score -1787178 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1787381.250000 Penalty: 2874.250000
	Iteration 4Q: 3 clusters Score -1787381 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1787565.875000 Penalty: 2874.250000
	Iteration 5Q: 3 clusters Score -1787566 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1787759.250000 Penalty: 2874.250000
	Iteration 6Q: 3 clusters Score -1787759 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1787962.000000 Penalty: 2874.250000
	Iteration 7Q: 3 clusters Score -1787962 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1788166.500000 Penalty: 2874.250000
	Iteration 8Q: 3 clusters Score -1788166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1788412.750000 Penalty: 2874.250000
	Iteration 9Q: 3 clusters Score -1788413 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1788662.250000 Penalty: 2874.250000
	Iteration 10Q: 3 clusters Score -1788662 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1788973.750000 Penalty: 2874.250000
	Iteration 11Q: 3 clusters Score -1788974 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1789286.250000 Penalty: 2874.250000
	Iteration 12Q: 3 clusters Score -1789286 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1789616.125000 Penalty: 2874.250000
	Iteration 13Q: 3 clusters Score -1789616 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1789964.375000 Penalty: 2874.250000
	Iteration 14Q: 3 clusters Score -1789964 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1790348.625000 Penalty: 2874.250000
	Iteration 15Q: 3 clusters Score -1790349 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1790716.375000 Penalty: 2874.250000
	Iteration 16Q: 3 clusters Score -1790716 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1791049.750000 Penalty: 2874.250000
	Iteration 17Q: 3 clusters Score -1791050 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1791343.875000 Penalty: 2874.250000
	Iteration 18Q: 3 clusters Score -1791344 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1791561.875000 Penalty: 2874.250000
	Iteration 19Q: 3 clusters Score -1791562 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1791745.750000 Penalty: 2874.250000
	Iteration 20F: 3 clusters Score -1791746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1791866.125000 Penalty: 2874.250000
	Iteration 21Q: 3 clusters Score -1791866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1791970.500000 Penalty: 2874.250000
	Iteration 22Q: 3 clusters Score -1791970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1792044.875000 Penalty: 2874.250000
	Iteration 23Q: 3 clusters Score -1792045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1792098.250000 Penalty: 2874.250000
	Iteration 24Q: 3 clusters Score -1792098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1792148.250000 Penalty: 2874.250000
	Iteration 25Q: 3 clusters Score -1792148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1792192.125000 Penalty: 2874.250000
	Iteration 26Q: 3 clusters Score -1792192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1792224.625000 Penalty: 2874.250000
	Iteration 27Q: 3 clusters Score -1792225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1792254.375000 Penalty: 2874.250000
	Iteration 28Q: 3 clusters Score -1792254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1792280.250000 Penalty: 2874.250000
	Iteration 29Q: 3 clusters Score -1792280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1792295.125000 Penalty: 2874.250000
	Iteration 30Q: 3 clusters Score -1792295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1792302.625000 Penalty: 2874.250000
	Iteration 31Q: 3 clusters Score -1792303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1792307.375000 Penalty: 2874.250000
	Iteration 32Q: 3 clusters Score -1792307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1792308.000000 Penalty: 2874.250000
	Iteration 33Q: 3 clusters Score -1792308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1792309.250000 Penalty: 2874.250000
	Iteration 34Q: 3 clusters Score -1792309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1792309.750000 Penalty: 2874.250000
	Iteration 35Q: 3 clusters Score -1792310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1792309.750000 Penalty: 2874.250000
	Iteration 36F: 3 clusters Score -1792310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Entering Unmasked Estep 
Score: -1512608.375000 Penalty: 1415.825073
	Iteration 0F: 2 clusters Score -1512608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1503420.875000 Penalty: 2831.650146
	Iteration 0F: 3 clusters Score -1503421 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1506712.375000 Penalty: 2831.650146
	Iteration 1F: 3 clusters Score -1506712 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1507168.125000 Penalty: 2831.650146
	Iteration 2F: 3 clusters Score -1507168 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1507534.750000 Penalty: 2831.650146
	Iteration 3F: 3 clusters Score -1507535 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1507843.000000 Penalty: 2831.650146
	Iteration 4Q: 3 clusters Score -1507843 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1508126.500000 Penalty: 2831.650146
	Iteration 5Q: 3 clusters Score -1508126 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1508403.000000 Penalty: 2831.650146
	Iteration 6Q: 3 clusters Score -1508403 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1508687.125000 Penalty: 2831.650146
	Iteration 7Q: 3 clusters Score -1508687 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1508994.875000 Penalty: 2831.650146
	Iteration 8Q: 3 clusters Score -1508995 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1509298.750000 Penalty: 2831.650146
	Iteration 9Q: 3 clusters Score -1509299 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1509558.875000 Penalty: 2831.650146
	Iteration 10Q: 3 clusters Score -1509559 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1509811.000000 Penalty: 2831.650146
	Iteration 11Q: 3 clusters Score -1509811 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1510031.750000 Penalty: 2831.650146
	Iteration 12Q: 3 clusters Score -1510032 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1510252.625000 Penalty: 2831.650146
	Iteration 13Q: 3 clusters Score -1510253 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1510452.625000 Penalty: 2831.650146
	Iteration 14Q: 3 clusters Score -1510453 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1510630.875000 Penalty: 2831.650146
	Iteration 15Q: 3 clusters Score -1510631 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1510804.625000 Penalty: 2831.650146
	Iteration 16Q: 3 clusters Score -1510805 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1510963.875000 Penalty: 2831.650146
	Iteration 17Q: 3 clusters Score -1510964 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1511107.500000 Penalty: 2831.650146
	Iteration 18Q: 3 clusters Score -1511108 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1511237.500000 Penalty: 2831.650146
	Iteration 19Q: 3 clusters Score -1511238 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1511342.125000 Penalty: 2831.650146
	Iteration 20F: 3 clusters Score -1511342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1511410.125000 Penalty: 2831.650146
	Iteration 21Q: 3 clusters Score -1511410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1511468.375000 Penalty: 2831.650146
	Iteration 22Q: 3 clusters Score -1511468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1511513.625000 Penalty: 2831.650146
	Iteration 23Q: 3 clusters Score -1511514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1511547.625000 Penalty: 2831.650146
	Iteration 24Q: 3 clusters Score -1511548 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1511590.500000 Penalty: 2831.650146
	Iteration 25Q: 3 clusters Score -1511590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1511624.375000 Penalty: 2831.650146
	Iteration 26Q: 3 clusters Score -1511624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1511659.750000 Penalty: 2831.650146
	Iteration 27Q: 3 clusters Score -1511660 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1511678.125000 Penalty: 2831.650146
	Iteration 28Q: 3 clusters Score -1511678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1511696.000000 Penalty: 2831.650146
	Iteration 29Q: 3 clusters Score -1511696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1511710.750000 Penalty: 2831.650146
	Iteration 30Q: 3 clusters Score -1511711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1511720.500000 Penalty: 2831.650146
	Iteration 31Q: 3 clusters Score -1511720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1511728.000000 Penalty: 2831.650146
	Iteration 32Q: 3 clusters Score -1511728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1511727.625000 Penalty: 2831.650146
	Iteration 33Q: 3 clusters Score -1511728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1511733.000000 Penalty: 2831.650146
	Iteration 34Q: 3 clusters Score -1511733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1511740.500000 Penalty: 2831.650146
	Iteration 35Q: 3 clusters Score -1511740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1511741.125000 Penalty: 2831.650146
	Iteration 36Q: 3 clusters Score -1511741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1511743.875000 Penalty: 2831.650146
	Iteration 37Q: 3 clusters Score -1511744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1511746.250000 Penalty: 2831.650146
	Iteration 38Q: 3 clusters Score -1511746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1511748.625000 Penalty: 2831.650146
	Iteration 39Q: 3 clusters Score -1511749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1511751.375000 Penalty: 2831.650146
	Iteration 40F: 3 clusters Score -1511751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1511754.875000 Penalty: 2831.650146
	Iteration 41Q: 3 clusters Score -1511755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1511756.500000 Penalty: 2831.650146
	Iteration 42Q: 3 clusters Score -1511756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1511762.625000 Penalty: 2831.650146
	Iteration 43Q: 3 clusters Score -1511763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1511760.500000 Penalty: 2831.650146
	Iteration 44Q: 3 clusters Score -1511760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1511764.500000 Penalty: 2831.650146
	Iteration 45Q: 3 clusters Score -1511764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1511764.750000 Penalty: 2831.650146
	Iteration 46Q: 3 clusters Score -1511765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1511766.500000 Penalty: 2831.650146
	Iteration 47Q: 3 clusters Score -1511766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1511772.000000 Penalty: 2831.650146
	Iteration 48Q: 3 clusters Score -1511772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1511771.375000 Penalty: 2831.650146
	Iteration 49Q: 3 clusters Score -1511771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1511775.000000 Penalty: 2831.650146
	Iteration 50Q: 3 clusters Score -1511775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1511773.375000 Penalty: 2831.650146
	Iteration 51Q: 3 clusters Score -1511773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1511778.500000 Penalty: 2831.650146
	Iteration 52Q: 3 clusters Score -1511778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1511780.000000 Penalty: 2831.650146
	Iteration 53Q: 3 clusters Score -1511780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1511788.000000 Penalty: 2831.650146
	Iteration 54Q: 3 clusters Score -1511788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1511785.500000 Penalty: 2831.650146
	Iteration 55Q: 3 clusters Score -1511786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1511790.000000 Penalty: 2831.650146
	Iteration 56Q: 3 clusters Score -1511790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1511787.000000 Penalty: 2831.650146
	Iteration 57Q: 3 clusters Score -1511787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1511787.375000 Penalty: 2831.650146
	Iteration 58Q: 3 clusters Score -1511787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1511788.250000 Penalty: 2831.650146
	Iteration 59Q: 3 clusters Score -1511788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1511787.250000 Penalty: 2831.650146
	Iteration 60F: 3 clusters Score -1511787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1511787.750000 Penalty: 2831.650146
	Iteration 61Q: 3 clusters Score -1511788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1511786.750000 Penalty: 2831.650146
	Iteration 62Q: 3 clusters Score -1511787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1511787.000000 Penalty: 2831.650146
	Iteration 63Q: 3 clusters Score -1511787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1511786.875000 Penalty: 2831.650146
	Iteration 64Q: 3 clusters Score -1511787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1511787.625000 Penalty: 2831.650146
	Iteration 65Q: 3 clusters Score -1511788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1511787.500000 Penalty: 2831.650146
	Iteration 66Q: 3 clusters Score -1511788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1511789.500000 Penalty: 2831.650146
	Iteration 67Q: 3 clusters Score -1511790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1511790.000000 Penalty: 2831.650146
	Iteration 68Q: 3 clusters Score -1511790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1511790.625000 Penalty: 2831.650146
	Iteration 69Q: 3 clusters Score -1511791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1511791.000000 Penalty: 2831.650146
	Iteration 70Q: 3 clusters Score -1511791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1511793.375000 Penalty: 2831.650146
	Iteration 71Q: 3 clusters Score -1511793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1511794.000000 Penalty: 2831.650146
	Iteration 72Q: 3 clusters Score -1511794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1511795.125000 Penalty: 2831.650146
	Iteration 73Q: 3 clusters Score -1511795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1511796.750000 Penalty: 2831.650146
	Iteration 74Q: 3 clusters Score -1511797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1511799.000000 Penalty: 2831.650146
	Iteration 75Q: 3 clusters Score -1511799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1511800.625000 Penalty: 2831.650146
	Iteration 76Q: 3 clusters Score -1511801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1511803.875000 Penalty: 2831.650146
	Iteration 77Q: 3 clusters Score -1511804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1511805.750000 Penalty: 2831.650146
	Iteration 78Q: 3 clusters Score -1511806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1511813.000000 Penalty: 2831.650146
	Iteration 79Q: 3 clusters Score -1511813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1511812.250000 Penalty: 2831.650146
	Iteration 80F: 3 clusters Score -1511812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1511816.875000 Penalty: 2831.650146
	Iteration 81Q: 3 clusters Score -1511817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1511820.375000 Penalty: 2831.650146
	Iteration 82Q: 3 clusters Score -1511820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1511822.625000 Penalty: 2831.650146
	Iteration 83Q: 3 clusters Score -1511823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1511823.250000 Penalty: 2831.650146
	Iteration 84Q: 3 clusters Score -1511823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1511826.000000 Penalty: 2831.650146
	Iteration 85Q: 3 clusters Score -1511826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1511829.375000 Penalty: 2831.650146
	Iteration 86Q: 3 clusters Score -1511829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1511835.125000 Penalty: 2831.650146
	Iteration 87Q: 3 clusters Score -1511835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1511832.375000 Penalty: 2831.650146
	Iteration 88Q: 3 clusters Score -1511832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1511837.000000 Penalty: 2831.650146
	Iteration 89Q: 3 clusters Score -1511837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1511847.500000 Penalty: 2831.650146
	Iteration 90Q: 3 clusters Score -1511848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1511849.500000 Penalty: 2831.650146
	Iteration 91Q: 3 clusters Score -1511850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1511858.875000 Penalty: 2831.650146
	Iteration 92Q: 3 clusters Score -1511859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1511865.125000 Penalty: 2831.650146
	Iteration 93Q: 3 clusters Score -1511865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1511875.500000 Penalty: 2831.650146
	Iteration 94Q: 3 clusters Score -1511876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1511888.875000 Penalty: 2831.650146
	Iteration 95Q: 3 clusters Score -1511889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1511903.125000 Penalty: 2831.650146
	Iteration 96Q: 3 clusters Score -1511903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1511916.375000 Penalty: 2831.650146
	Iteration 97Q: 3 clusters Score -1511916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1511921.500000 Penalty: 2831.650146
	Iteration 98Q: 3 clusters Score -1511922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1511922.375000 Penalty: 2831.650146
	Iteration 99Q: 3 clusters Score -1511922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1511929.625000 Penalty: 2831.650146
	Iteration 100F: 3 clusters Score -1511930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1511931.875000 Penalty: 2831.650146
	Iteration 101Q: 3 clusters Score -1511932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1511938.375000 Penalty: 2831.650146
	Iteration 102Q: 3 clusters Score -1511938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1511938.125000 Penalty: 2831.650146
	Iteration 103Q: 3 clusters Score -1511938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1511942.375000 Penalty: 2831.650146
	Iteration 104Q: 3 clusters Score -1511942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1511950.000000 Penalty: 2831.650146
	Iteration 105Q: 3 clusters Score -1511950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1511951.250000 Penalty: 2831.650146
	Iteration 106Q: 3 clusters Score -1511951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1511949.625000 Penalty: 2831.650146
	Iteration 107Q: 3 clusters Score -1511950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1511952.625000 Penalty: 2831.650146
	Iteration 108Q: 3 clusters Score -1511953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1511955.250000 Penalty: 2831.650146
	Iteration 109Q: 3 clusters Score -1511955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1511961.125000 Penalty: 2831.650146
	Iteration 110Q: 3 clusters Score -1511961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1511967.250000 Penalty: 2831.650146
	Iteration 111Q: 3 clusters Score -1511967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1511971.125000 Penalty: 2831.650146
	Iteration 112Q: 3 clusters Score -1511971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1511975.750000 Penalty: 2831.650146
	Iteration 113Q: 3 clusters Score -1511976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1511979.625000 Penalty: 2831.650146
	Iteration 114Q: 3 clusters Score -1511980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1511984.250000 Penalty: 2831.650146
	Iteration 115Q: 3 clusters Score -1511984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1511989.250000 Penalty: 2831.650146
	Iteration 116Q: 3 clusters Score -1511989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1511991.375000 Penalty: 2831.650146
	Iteration 117Q: 3 clusters Score -1511991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1511995.000000 Penalty: 2831.650146
	Iteration 118Q: 3 clusters Score -1511995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1511995.750000 Penalty: 2831.650146
	Iteration 119Q: 3 clusters Score -1511996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1511996.000000 Penalty: 2831.650146
	Iteration 120F: 3 clusters Score -1511996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1511995.000000 Penalty: 2831.650146
	Iteration 121Q: 3 clusters Score -1511995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1511997.125000 Penalty: 2831.650146
	Iteration 122Q: 3 clusters Score -1511997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1511998.250000 Penalty: 2831.650146
	Iteration 123Q: 3 clusters Score -1511998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1511998.625000 Penalty: 2831.650146
	Iteration 124Q: 3 clusters Score -1511999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1512001.000000 Penalty: 2831.650146
	Iteration 125Q: 3 clusters Score -1512001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1512002.250000 Penalty: 2831.650146
	Iteration 126Q: 3 clusters Score -1512002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1512006.000000 Penalty: 2831.650146
	Iteration 127Q: 3 clusters Score -1512006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1512006.625000 Penalty: 2831.650146
	Iteration 128Q: 3 clusters Score -1512007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1512006.625000 Penalty: 2831.650146
	Iteration 129Q: 3 clusters Score -1512007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1512007.875000 Penalty: 2831.650146
	Iteration 130Q: 3 clusters Score -1512008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1512005.750000 Penalty: 2831.650146
	Iteration 131Q: 3 clusters Score -1512006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1512005.750000 Penalty: 2831.650146
	Iteration 132F: 3 clusters Score -1512006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Entering Unmasked Estep 
Score: -2466818.000000 Penalty: 1481.005127
	Iteration 0F: 2 clusters Score -2466818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2453152.500000 Penalty: 2962.010254
	Iteration 0F: 3 clusters Score -2453152 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2458251.750000 Penalty: 2962.010254
	Iteration 1F: 3 clusters Score -2458252 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2458788.000000 Penalty: 2962.010254
	Iteration 2F: 3 clusters Score -2458788 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2459412.750000 Penalty: 2962.010254
	Iteration 3F: 3 clusters Score -2459413 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2460187.750000 Penalty: 2962.010254
	Iteration 4F: 3 clusters Score -2460188 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2461240.500000 Penalty: 2962.010254
	Iteration 5F: 3 clusters Score -2461240 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2462441.250000 Penalty: 2962.010254
	Iteration 6F: 3 clusters Score -2462441 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2463608.000000 Penalty: 2962.010254
	Iteration 7F: 3 clusters Score -2463608 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2464450.000000 Penalty: 2962.010254
	Iteration 8Q: 3 clusters Score -2464450 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2464982.500000 Penalty: 2962.010254
	Iteration 9Q: 3 clusters Score -2464982 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2465238.000000 Penalty: 2962.010254
	Iteration 10Q: 3 clusters Score -2465238 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2465380.500000 Penalty: 2962.010254
	Iteration 11Q: 3 clusters Score -2465380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2465467.250000 Penalty: 2962.010254
	Iteration 12Q: 3 clusters Score -2465467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2465539.500000 Penalty: 2962.010254
	Iteration 13Q: 3 clusters Score -2465540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2465580.000000 Penalty: 2962.010254
	Iteration 14Q: 3 clusters Score -2465580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2465596.000000 Penalty: 2962.010254
	Iteration 15Q: 3 clusters Score -2465596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2465615.500000 Penalty: 2962.010254
	Iteration 16Q: 3 clusters Score -2465616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2465628.250000 Penalty: 2962.010254
	Iteration 17Q: 3 clusters Score -2465628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2465633.750000 Penalty: 2962.010254
	Iteration 18Q: 3 clusters Score -2465634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2465634.250000 Penalty: 2962.010254
	Iteration 19Q: 3 clusters Score -2465634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2465636.000000 Penalty: 2962.010254
	Iteration 20F: 3 clusters Score -2465636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2465637.500000 Penalty: 2962.010254
	Iteration 21Q: 3 clusters Score -2465638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2465641.750000 Penalty: 2962.010254
	Iteration 22Q: 3 clusters Score -2465642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2465645.000000 Penalty: 2962.010254
	Iteration 23Q: 3 clusters Score -2465645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2465647.000000 Penalty: 2962.010254
	Iteration 24Q: 3 clusters Score -2465647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2465647.000000 Penalty: 2962.010254
	Iteration 25Q: 3 clusters Score -2465647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2465647.000000 Penalty: 2962.010254
	Iteration 26F: 3 clusters Score -2465647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -932128.312500 Penalty: 1335.479614
	Iteration 0F: 2 clusters Score -932128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -926656.937500 Penalty: 2670.959229
	Iteration 0F: 3 clusters Score -926656.9 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -928367.000000 Penalty: 2670.959229
	Iteration 1F: 3 clusters Score -928367 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -928621.500000 Penalty: 2670.959229
	Iteration 2F: 3 clusters Score -928621.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -928761.312500 Penalty: 2670.959229
	Iteration 3Q: 3 clusters Score -928761.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -928859.937500 Penalty: 2670.959229
	Iteration 4Q: 3 clusters Score -928859.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -928938.187500 Penalty: 2670.959229
	Iteration 5Q: 3 clusters Score -928938.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -928988.937500 Penalty: 2670.959229
	Iteration 6Q: 3 clusters Score -928988.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -929035.250000 Penalty: 2670.959229
	Iteration 7Q: 3 clusters Score -929035.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -929081.187500 Penalty: 2670.959229
	Iteration 8Q: 3 clusters Score -929081.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -929114.437500 Penalty: 2670.959229
	Iteration 9Q: 3 clusters Score -929114.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -929146.875000 Penalty: 2670.959229
	Iteration 10Q: 3 clusters Score -929146.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -929167.625000 Penalty: 2670.959229
	Iteration 11Q: 3 clusters Score -929167.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -929187.750000 Penalty: 2670.959229
	Iteration 12Q: 3 clusters Score -929187.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -929211.562500 Penalty: 2670.959229
	Iteration 13Q: 3 clusters Score -929211.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -929231.687500 Penalty: 2670.959229
	Iteration 14Q: 3 clusters Score -929231.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -929246.187500 Penalty: 2670.959229
	Iteration 15Q: 3 clusters Score -929246.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -929261.375000 Penalty: 2670.959229
	Iteration 16Q: 3 clusters Score -929261.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -929278.000000 Penalty: 2670.959229
	Iteration 17Q: 3 clusters Score -929278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -929299.312500 Penalty: 2670.959229
	Iteration 18Q: 3 clusters Score -929299.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -929314.125000 Penalty: 2670.959229
	Iteration 19Q: 3 clusters Score -929314.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -929329.187500 Penalty: 2670.959229
	Iteration 20F: 3 clusters Score -929329.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -929341.937500 Penalty: 2670.959229
	Iteration 21Q: 3 clusters Score -929341.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -929358.125000 Penalty: 2670.959229
	Iteration 22Q: 3 clusters Score -929358.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -929372.125000 Penalty: 2670.959229
	Iteration 23Q: 3 clusters Score -929372.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -929386.937500 Penalty: 2670.959229
	Iteration 24Q: 3 clusters Score -929386.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -929401.250000 Penalty: 2670.959229
	Iteration 25Q: 3 clusters Score -929401.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -929418.062500 Penalty: 2670.959229
	Iteration 26Q: 3 clusters Score -929418.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -929432.125000 Penalty: 2670.959229
	Iteration 27Q: 3 clusters Score -929432.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -929442.437500 Penalty: 2670.959229
	Iteration 28Q: 3 clusters Score -929442.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -929453.000000 Penalty: 2670.959229
	Iteration 29Q: 3 clusters Score -929453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -929466.437500 Penalty: 2670.959229
	Iteration 30Q: 3 clusters Score -929466.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -929481.062500 Penalty: 2670.959229
	Iteration 31Q: 3 clusters Score -929481.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -929501.562500 Penalty: 2670.959229
	Iteration 32Q: 3 clusters Score -929501.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -929527.750000 Penalty: 2670.959229
	Iteration 33Q: 3 clusters Score -929527.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -929558.437500 Penalty: 2670.959229
	Iteration 34Q: 3 clusters Score -929558.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -929594.062500 Penalty: 2670.959229
	Iteration 35Q: 3 clusters Score -929594.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -929644.000000 Penalty: 2670.959229
	Iteration 36Q: 3 clusters Score -929644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -929709.625000 Penalty: 2670.959229
	Iteration 37Q: 3 clusters Score -929709.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -929773.312500 Penalty: 2670.959229
	Iteration 38Q: 3 clusters Score -929773.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -929865.187500 Penalty: 2670.959229
	Iteration 39Q: 3 clusters Score -929865.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -929977.000000 Penalty: 2670.959229
	Iteration 40F: 3 clusters Score -929977 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -930084.000000 Penalty: 2670.959229
	Iteration 41Q: 3 clusters Score -930084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -930186.062500 Penalty: 2670.959229
	Iteration 42Q: 3 clusters Score -930186.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -930292.750000 Penalty: 2670.959229
	Iteration 43Q: 3 clusters Score -930292.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -930404.562500 Penalty: 2670.959229
	Iteration 44Q: 3 clusters Score -930404.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -930506.125000 Penalty: 2670.959229
	Iteration 45Q: 3 clusters Score -930506.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -930606.937500 Penalty: 2670.959229
	Iteration 46Q: 3 clusters Score -930606.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -930697.062500 Penalty: 2670.959229
	Iteration 47Q: 3 clusters Score -930697.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -930766.125000 Penalty: 2670.959229
	Iteration 48Q: 3 clusters Score -930766.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -930827.437500 Penalty: 2670.959229
	Iteration 49Q: 3 clusters Score -930827.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -930877.562500 Penalty: 2670.959229
	Iteration 50Q: 3 clusters Score -930877.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -930910.750000 Penalty: 2670.959229
	Iteration 51Q: 3 clusters Score -930910.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -930936.187500 Penalty: 2670.959229
	Iteration 52Q: 3 clusters Score -930936.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -930960.000000 Penalty: 2670.959229
	Iteration 53Q: 3 clusters Score -930960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -930988.875000 Penalty: 2670.959229
	Iteration 54Q: 3 clusters Score -930988.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -931007.375000 Penalty: 2670.959229
	Iteration 55Q: 3 clusters Score -931007.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -931025.750000 Penalty: 2670.959229
	Iteration 56Q: 3 clusters Score -931025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -931043.562500 Penalty: 2670.959229
	Iteration 57Q: 3 clusters Score -931043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -931055.625000 Penalty: 2670.959229
	Iteration 58Q: 3 clusters Score -931055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -931065.375000 Penalty: 2670.959229
	Iteration 59Q: 3 clusters Score -931065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -931073.750000 Penalty: 2670.959229
	Iteration 60F: 3 clusters Score -931073.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -931080.812500 Penalty: 2670.959229
	Iteration 61Q: 3 clusters Score -931080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -931087.687500 Penalty: 2670.959229
	Iteration 62Q: 3 clusters Score -931087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -931093.062500 Penalty: 2670.959229
	Iteration 63Q: 3 clusters Score -931093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -931098.437500 Penalty: 2670.959229
	Iteration 64Q: 3 clusters Score -931098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -931100.562500 Penalty: 2670.959229
	Iteration 65Q: 3 clusters Score -931100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -931102.812500 Penalty: 2670.959229
	Iteration 66Q: 3 clusters Score -931102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -931103.750000 Penalty: 2670.959229
	Iteration 67Q: 3 clusters Score -931103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -931103.812500 Penalty: 2670.959229
	Iteration 68Q: 3 clusters Score -931103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -931104.312500 Penalty: 2670.959229
	Iteration 69Q: 3 clusters Score -931104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -931104.312500 Penalty: 2670.959229
	Iteration 70F: 3 clusters Score -931104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (53291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Entering Unmasked Estep 
Score: -5966775.500000 Penalty: 1619.468262
	Iteration 0F: 2 clusters Score -5966776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -5932019.000000 Penalty: 3238.936523
	Iteration 0F: 3 clusters Score -5932019 nChanged 24781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5946092.500000 Penalty: 3238.936523
	Iteration 1F: 3 clusters Score -5946092 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -5946798.000000 Penalty: 3238.936523
	Iteration 2Q: 3 clusters Score -5946798 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -5947522.000000 Penalty: 3238.936523
	Iteration 3Q: 3 clusters Score -5947522 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5948514.000000 Penalty: 3238.936523
	Iteration 4Q: 3 clusters Score -5948514 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5949843.500000 Penalty: 3238.936523
	Iteration 5F: 3 clusters Score -5949844 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -5951758.500000 Penalty: 3238.936523
	Iteration 6F: 3 clusters Score -5951758 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5954106.500000 Penalty: 3238.936523
	Iteration 7F: 3 clusters Score -5954106 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5956964.500000 Penalty: 3238.936523
	Iteration 8F: 3 clusters Score -5956964 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5959631.500000 Penalty: 3238.936523
	Iteration 9F: 3 clusters Score -5959632 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5961796.500000 Penalty: 3238.936523
	Iteration 10Q: 3 clusters Score -5961796 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5963370.000000 Penalty: 3238.936523
	Iteration 11Q: 3 clusters Score -5963370 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5964264.000000 Penalty: 3238.936523
	Iteration 12Q: 3 clusters Score -5964264 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5964747.000000 Penalty: 3238.936523
	Iteration 13Q: 3 clusters Score -5964747 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5965031.000000 Penalty: 3238.936523
	Iteration 14Q: 3 clusters Score -5965031 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5965254.500000 Penalty: 3238.936523
	Iteration 15Q: 3 clusters Score -5965254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5965385.000000 Penalty: 3238.936523
	Iteration 16Q: 3 clusters Score -5965385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5965484.500000 Penalty: 3238.936523
	Iteration 17Q: 3 clusters Score -5965484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5965540.000000 Penalty: 3238.936523
	Iteration 18Q: 3 clusters Score -5965540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5965587.500000 Penalty: 3238.936523
	Iteration 19Q: 3 clusters Score -5965588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5965621.500000 Penalty: 3238.936523
	Iteration 20F: 3 clusters Score -5965622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5965649.000000 Penalty: 3238.936523
	Iteration 21Q: 3 clusters Score -5965649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5965669.500000 Penalty: 3238.936523
	Iteration 22Q: 3 clusters Score -5965670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5965679.000000 Penalty: 3238.936523
	Iteration 23Q: 3 clusters Score -5965679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5965687.500000 Penalty: 3238.936523
	Iteration 24Q: 3 clusters Score -5965688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5965694.500000 Penalty: 3238.936523
	Iteration 25Q: 3 clusters Score -5965694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5965689.500000 Penalty: 3238.936523
	Iteration 26Q: 3 clusters Score -5965690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5965693.000000 Penalty: 3238.936523
	Iteration 27Q: 3 clusters Score -5965693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5965694.000000 Penalty: 3238.936523
	Iteration 28Q: 3 clusters Score -5965694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5965699.500000 Penalty: 3238.936523
	Iteration 29Q: 3 clusters Score -5965700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5965704.500000 Penalty: 3238.936523
	Iteration 30Q: 3 clusters Score -5965704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5965707.000000 Penalty: 3238.936523
	Iteration 31Q: 3 clusters Score -5965707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5965704.500000 Penalty: 3238.936523
	Iteration 32Q: 3 clusters Score -5965704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5965704.500000 Penalty: 3238.936523
	Iteration 33F: 3 clusters Score -5965704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -969271.312500 Penalty: 1348.712280
	Iteration 0F: 2 clusters Score -969271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -963487.375000 Penalty: 2697.424561
	Iteration 0F: 3 clusters Score -963487.4 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -965343.750000 Penalty: 2697.424561
	Iteration 1F: 3 clusters Score -965343.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -965600.500000 Penalty: 2697.424561
	Iteration 2F: 3 clusters Score -965600.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -965779.187500 Penalty: 2697.424561
	Iteration 3Q: 3 clusters Score -965779.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -965920.125000 Penalty: 2697.424561
	Iteration 4Q: 3 clusters Score -965920.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -966049.562500 Penalty: 2697.424561
	Iteration 5Q: 3 clusters Score -966049.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -966160.562500 Penalty: 2697.424561
	Iteration 6Q: 3 clusters Score -966160.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -966250.125000 Penalty: 2697.424561
	Iteration 7Q: 3 clusters Score -966250.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -966338.437500 Penalty: 2697.424561
	Iteration 8Q: 3 clusters Score -966338.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -966407.375000 Penalty: 2697.424561
	Iteration 9Q: 3 clusters Score -966407.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -966491.812500 Penalty: 2697.424561
	Iteration 10Q: 3 clusters Score -966491.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -966574.375000 Penalty: 2697.424561
	Iteration 11Q: 3 clusters Score -966574.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -966661.062500 Penalty: 2697.424561
	Iteration 12Q: 3 clusters Score -966661.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -966738.812500 Penalty: 2697.424561
	Iteration 13Q: 3 clusters Score -966738.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -966822.062500 Penalty: 2697.424561
	Iteration 14Q: 3 clusters Score -966822.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -966910.562500 Penalty: 2697.424561
	Iteration 15Q: 3 clusters Score -966910.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -966999.687500 Penalty: 2697.424561
	Iteration 16Q: 3 clusters Score -966999.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -967094.687500 Penalty: 2697.424561
	Iteration 17Q: 3 clusters Score -967094.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -967176.312500 Penalty: 2697.424561
	Iteration 18Q: 3 clusters Score -967176.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -967260.250000 Penalty: 2697.424561
	Iteration 19Q: 3 clusters Score -967260.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -967343.500000 Penalty: 2697.424561
	Iteration 20F: 3 clusters Score -967343.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -967433.750000 Penalty: 2697.424561
	Iteration 21Q: 3 clusters Score -967433.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -967511.875000 Penalty: 2697.424561
	Iteration 22Q: 3 clusters Score -967511.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -967586.750000 Penalty: 2697.424561
	Iteration 23Q: 3 clusters Score -967586.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -967648.937500 Penalty: 2697.424561
	Iteration 24Q: 3 clusters Score -967648.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -967707.562500 Penalty: 2697.424561
	Iteration 25Q: 3 clusters Score -967707.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -967774.625000 Penalty: 2697.424561
	Iteration 26Q: 3 clusters Score -967774.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -967840.375000 Penalty: 2697.424561
	Iteration 27Q: 3 clusters Score -967840.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -967899.812500 Penalty: 2697.424561
	Iteration 28Q: 3 clusters Score -967899.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -967952.562500 Penalty: 2697.424561
	Iteration 29Q: 3 clusters Score -967952.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -967995.437500 Penalty: 2697.424561
	Iteration 30Q: 3 clusters Score -967995.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -968031.812500 Penalty: 2697.424561
	Iteration 31Q: 3 clusters Score -968031.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -968063.312500 Penalty: 2697.424561
	Iteration 32Q: 3 clusters Score -968063.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -968102.750000 Penalty: 2697.424561
	Iteration 33Q: 3 clusters Score -968102.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -968132.500000 Penalty: 2697.424561
	Iteration 34Q: 3 clusters Score -968132.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -968159.562500 Penalty: 2697.424561
	Iteration 35Q: 3 clusters Score -968159.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -968190.187500 Penalty: 2697.424561
	Iteration 36Q: 3 clusters Score -968190.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -968212.250000 Penalty: 2697.424561
	Iteration 37Q: 3 clusters Score -968212.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -968236.250000 Penalty: 2697.424561
	Iteration 38Q: 3 clusters Score -968236.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -968252.937500 Penalty: 2697.424561
	Iteration 39Q: 3 clusters Score -968252.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -968266.437500 Penalty: 2697.424561
	Iteration 40F: 3 clusters Score -968266.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -968277.812500 Penalty: 2697.424561
	Iteration 41Q: 3 clusters Score -968277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -968285.500000 Penalty: 2697.424561
	Iteration 42Q: 3 clusters Score -968285.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -968290.062500 Penalty: 2697.424561
	Iteration 43Q: 3 clusters Score -968290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -968298.062500 Penalty: 2697.424561
	Iteration 44Q: 3 clusters Score -968298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -968312.312500 Penalty: 2697.424561
	Iteration 45Q: 3 clusters Score -968312.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -968324.062500 Penalty: 2697.424561
	Iteration 46Q: 3 clusters Score -968324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -968333.812500 Penalty: 2697.424561
	Iteration 47Q: 3 clusters Score -968333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -968340.812500 Penalty: 2697.424561
	Iteration 48Q: 3 clusters Score -968340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -968346.437500 Penalty: 2697.424561
	Iteration 49Q: 3 clusters Score -968346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -968349.437500 Penalty: 2697.424561
	Iteration 50Q: 3 clusters Score -968349.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -968357.312500 Penalty: 2697.424561
	Iteration 51Q: 3 clusters Score -968357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -968362.875000 Penalty: 2697.424561
	Iteration 52Q: 3 clusters Score -968362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -968365.687500 Penalty: 2697.424561
	Iteration 53Q: 3 clusters Score -968365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -968368.312500 Penalty: 2697.424561
	Iteration 54Q: 3 clusters Score -968368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -968371.000000 Penalty: 2697.424561
	Iteration 55Q: 3 clusters Score -968371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -968374.250000 Penalty: 2697.424561
	Iteration 56Q: 3 clusters Score -968374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -968379.812500 Penalty: 2697.424561
	Iteration 57Q: 3 clusters Score -968379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -968382.500000 Penalty: 2697.424561
	Iteration 58Q: 3 clusters Score -968382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -968385.562500 Penalty: 2697.424561
	Iteration 59Q: 3 clusters Score -968385.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -968396.437500 Penalty: 2697.424561
	Iteration 60F: 3 clusters Score -968396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -968398.750000 Penalty: 2697.424561
	Iteration 61Q: 3 clusters Score -968398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -968401.562500 Penalty: 2697.424561
	Iteration 62Q: 3 clusters Score -968401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -968404.125000 Penalty: 2697.424561
	Iteration 63Q: 3 clusters Score -968404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -968407.500000 Penalty: 2697.424561
	Iteration 64Q: 3 clusters Score -968407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -968408.125000 Penalty: 2697.424561
	Iteration 65Q: 3 clusters Score -968408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -968408.625000 Penalty: 2697.424561
	Iteration 66Q: 3 clusters Score -968408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -968411.875000 Penalty: 2697.424561
	Iteration 67Q: 3 clusters Score -968411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -968415.687500 Penalty: 2697.424561
	Iteration 68Q: 3 clusters Score -968415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -968415.625000 Penalty: 2697.424561
	Iteration 69Q: 3 clusters Score -968415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -968415.625000 Penalty: 2697.424561
	Iteration 70F: 3 clusters Score -968415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -519597.000000 Penalty: 1272.103027
	Iteration 0F: 2 clusters Score -519597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -515856.812500 Penalty: 2544.206055
	Iteration 0F: 3 clusters Score -515856.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -516999.875000 Penalty: 2544.206055
	Iteration 1F: 3 clusters Score -516999.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -517292.906250 Penalty: 2544.206055
	Iteration 2F: 3 clusters Score -517292.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -517511.468750 Penalty: 2544.206055
	Iteration 3F: 3 clusters Score -517511.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -517688.562500 Penalty: 2544.206055
	Iteration 4F: 3 clusters Score -517688.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -517851.156250 Penalty: 2544.206055
	Iteration 5Q: 3 clusters Score -517851.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -517988.531250 Penalty: 2544.206055
	Iteration 6Q: 3 clusters Score -517988.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -518110.718750 Penalty: 2544.206055
	Iteration 7Q: 3 clusters Score -518110.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -518197.187500 Penalty: 2544.206055
	Iteration 8Q: 3 clusters Score -518197.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -518266.781250 Penalty: 2544.206055
	Iteration 9Q: 3 clusters Score -518266.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -518319.812500 Penalty: 2544.206055
	Iteration 10Q: 3 clusters Score -518319.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -518362.687500 Penalty: 2544.206055
	Iteration 11Q: 3 clusters Score -518362.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -518408.437500 Penalty: 2544.206055
	Iteration 12Q: 3 clusters Score -518408.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -518438.906250 Penalty: 2544.206055
	Iteration 13Q: 3 clusters Score -518438.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -518469.843750 Penalty: 2544.206055
	Iteration 14Q: 3 clusters Score -518469.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -518492.343750 Penalty: 2544.206055
	Iteration 15Q: 3 clusters Score -518492.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -518512.062500 Penalty: 2544.206055
	Iteration 16Q: 3 clusters Score -518512.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -518527.125000 Penalty: 2544.206055
	Iteration 17Q: 3 clusters Score -518527.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -518543.312500 Penalty: 2544.206055
	Iteration 18Q: 3 clusters Score -518543.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -518565.656250 Penalty: 2544.206055
	Iteration 19Q: 3 clusters Score -518565.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -518579.000000 Penalty: 2544.206055
	Iteration 20F: 3 clusters Score -518579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -518588.531250 Penalty: 2544.206055
	Iteration 21Q: 3 clusters Score -518588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -518597.406250 Penalty: 2544.206055
	Iteration 22Q: 3 clusters Score -518597.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -518610.750000 Penalty: 2544.206055
	Iteration 23Q: 3 clusters Score -518610.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -518622.531250 Penalty: 2544.206055
	Iteration 24Q: 3 clusters Score -518622.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -518629.906250 Penalty: 2544.206055
	Iteration 25Q: 3 clusters Score -518629.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -518637.187500 Penalty: 2544.206055
	Iteration 26Q: 3 clusters Score -518637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -518644.156250 Penalty: 2544.206055
	Iteration 27Q: 3 clusters Score -518644.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -518652.968750 Penalty: 2544.206055
	Iteration 28Q: 3 clusters Score -518653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -518657.468750 Penalty: 2544.206055
	Iteration 29Q: 3 clusters Score -518657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -518661.343750 Penalty: 2544.206055
	Iteration 30Q: 3 clusters Score -518661.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -518667.312500 Penalty: 2544.206055
	Iteration 31Q: 3 clusters Score -518667.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518674.187500 Penalty: 2544.206055
	Iteration 32Q: 3 clusters Score -518674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -518678.625000 Penalty: 2544.206055
	Iteration 33Q: 3 clusters Score -518678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -518681.875000 Penalty: 2544.206055
	Iteration 34Q: 3 clusters Score -518681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -518685.406250 Penalty: 2544.206055
	Iteration 35Q: 3 clusters Score -518685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -518690.406250 Penalty: 2544.206055
	Iteration 36Q: 3 clusters Score -518690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -518695.031250 Penalty: 2544.206055
	Iteration 37Q: 3 clusters Score -518695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -518698.406250 Penalty: 2544.206055
	Iteration 38Q: 3 clusters Score -518698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -518700.843750 Penalty: 2544.206055
	Iteration 39Q: 3 clusters Score -518700.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -518703.531250 Penalty: 2544.206055
	Iteration 40F: 3 clusters Score -518703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -518704.562500 Penalty: 2544.206055
	Iteration 41Q: 3 clusters Score -518704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -518704.562500 Penalty: 2544.206055
	Iteration 42F: 3 clusters Score -518704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -1164043.625000 Penalty: 1368.762451
	Iteration 0F: 2 clusters Score -1164044 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 5013 members 
Entering Unmasked Estep 
Score: -1157362.500000 Penalty: 2737.524902
	Iteration 0F: 3 clusters Score -1157362 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1159558.750000 Penalty: 2737.524902
	Iteration 1F: 3 clusters Score -1159559 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1159903.500000 Penalty: 2737.524902
	Iteration 2F: 3 clusters Score -1159904 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1160152.875000 Penalty: 2737.524902
	Iteration 3F: 3 clusters Score -1160153 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1160356.125000 Penalty: 2737.524902
	Iteration 4Q: 3 clusters Score -1160356 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1160566.250000 Penalty: 2737.524902
	Iteration 5Q: 3 clusters Score -1160566 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1160805.875000 Penalty: 2737.524902
	Iteration 6Q: 3 clusters Score -1160806 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1161057.250000 Penalty: 2737.524902
	Iteration 7Q: 3 clusters Score -1161057 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1161332.000000 Penalty: 2737.524902
	Iteration 8Q: 3 clusters Score -1161332 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1161619.125000 Penalty: 2737.524902
	Iteration 9Q: 3 clusters Score -1161619 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1161861.000000 Penalty: 2737.524902
	Iteration 10Q: 3 clusters Score -1161861 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1162055.250000 Penalty: 2737.524902
	Iteration 11Q: 3 clusters Score -1162055 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1162227.375000 Penalty: 2737.524902
	Iteration 12Q: 3 clusters Score -1162227 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1162348.125000 Penalty: 2737.524902
	Iteration 13Q: 3 clusters Score -1162348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1162430.250000 Penalty: 2737.524902
	Iteration 14Q: 3 clusters Score -1162430 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1162495.625000 Penalty: 2737.524902
	Iteration 15Q: 3 clusters Score -1162496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1162551.000000 Penalty: 2737.524902
	Iteration 16Q: 3 clusters Score -1162551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1162604.875000 Penalty: 2737.524902
	Iteration 17Q: 3 clusters Score -1162605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1162658.875000 Penalty: 2737.524902
	Iteration 18Q: 3 clusters Score -1162659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1162707.500000 Penalty: 2737.524902
	Iteration 19Q: 3 clusters Score -1162708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1162738.125000 Penalty: 2737.524902
	Iteration 20F: 3 clusters Score -1162738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1162758.625000 Penalty: 2737.524902
	Iteration 21Q: 3 clusters Score -1162759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1162774.625000 Penalty: 2737.524902
	Iteration 22Q: 3 clusters Score -1162775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1162787.000000 Penalty: 2737.524902
	Iteration 23Q: 3 clusters Score -1162787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1162799.875000 Penalty: 2737.524902
	Iteration 24Q: 3 clusters Score -1162800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1162806.500000 Penalty: 2737.524902
	Iteration 25Q: 3 clusters Score -1162806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1162818.500000 Penalty: 2737.524902
	Iteration 26Q: 3 clusters Score -1162818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1162828.625000 Penalty: 2737.524902
	Iteration 27Q: 3 clusters Score -1162829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1162840.500000 Penalty: 2737.524902
	Iteration 28Q: 3 clusters Score -1162840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1162853.750000 Penalty: 2737.524902
	Iteration 29Q: 3 clusters Score -1162854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1162861.000000 Penalty: 2737.524902
	Iteration 30Q: 3 clusters Score -1162861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1162862.875000 Penalty: 2737.524902
	Iteration 31Q: 3 clusters Score -1162863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1162868.500000 Penalty: 2737.524902
	Iteration 32Q: 3 clusters Score -1162868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1162870.125000 Penalty: 2737.524902
	Iteration 33Q: 3 clusters Score -1162870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1162874.750000 Penalty: 2737.524902
	Iteration 34Q: 3 clusters Score -1162875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1162881.875000 Penalty: 2737.524902
	Iteration 35Q: 3 clusters Score -1162882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1162886.125000 Penalty: 2737.524902
	Iteration 36Q: 3 clusters Score -1162886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1162894.625000 Penalty: 2737.524902
	Iteration 37Q: 3 clusters Score -1162895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1162902.625000 Penalty: 2737.524902
	Iteration 38Q: 3 clusters Score -1162903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1162908.375000 Penalty: 2737.524902
	Iteration 39Q: 3 clusters Score -1162908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1162914.750000 Penalty: 2737.524902
	Iteration 40F: 3 clusters Score -1162915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1162920.375000 Penalty: 2737.524902
	Iteration 41Q: 3 clusters Score -1162920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1162925.375000 Penalty: 2737.524902
	Iteration 42Q: 3 clusters Score -1162925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1162931.875000 Penalty: 2737.524902
	Iteration 43Q: 3 clusters Score -1162932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1162936.500000 Penalty: 2737.524902
	Iteration 44Q: 3 clusters Score -1162936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1162937.250000 Penalty: 2737.524902
	Iteration 45Q: 3 clusters Score -1162937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1162942.000000 Penalty: 2737.524902
	Iteration 46Q: 3 clusters Score -1162942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1162946.250000 Penalty: 2737.524902
	Iteration 47Q: 3 clusters Score -1162946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1162953.500000 Penalty: 2737.524902
	Iteration 48Q: 3 clusters Score -1162954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1162956.000000 Penalty: 2737.524902
	Iteration 49Q: 3 clusters Score -1162956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1162956.375000 Penalty: 2737.524902
	Iteration 50Q: 3 clusters Score -1162956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1162955.125000 Penalty: 2737.524902
	Iteration 51Q: 3 clusters Score -1162955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1162958.500000 Penalty: 2737.524902
	Iteration 52Q: 3 clusters Score -1162958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1162959.000000 Penalty: 2737.524902
	Iteration 53Q: 3 clusters Score -1162959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1162959.000000 Penalty: 2737.524902
	Iteration 54F: 3 clusters Score -1162959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -1201983.625000 Penalty: 1386.682861
	Iteration 0F: 2 clusters Score -1201984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1194604.250000 Penalty: 2773.365723
	Iteration 0F: 3 clusters Score -1194604 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1197129.625000 Penalty: 2773.365723
	Iteration 1F: 3 clusters Score -1197130 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1197426.750000 Penalty: 2773.365723
	Iteration 2F: 3 clusters Score -1197427 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1197643.625000 Penalty: 2773.365723
	Iteration 3Q: 3 clusters Score -1197644 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1197841.500000 Penalty: 2773.365723
	Iteration 4Q: 3 clusters Score -1197842 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1198035.250000 Penalty: 2773.365723
	Iteration 5Q: 3 clusters Score -1198035 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1198204.000000 Penalty: 2773.365723
	Iteration 6Q: 3 clusters Score -1198204 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1198373.625000 Penalty: 2773.365723
	Iteration 7Q: 3 clusters Score -1198374 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1198533.875000 Penalty: 2773.365723
	Iteration 8Q: 3 clusters Score -1198534 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1198700.125000 Penalty: 2773.365723
	Iteration 9Q: 3 clusters Score -1198700 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1198870.000000 Penalty: 2773.365723
	Iteration 10Q: 3 clusters Score -1198870 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1199040.375000 Penalty: 2773.365723
	Iteration 11Q: 3 clusters Score -1199040 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1199207.375000 Penalty: 2773.365723
	Iteration 12Q: 3 clusters Score -1199207 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1199378.750000 Penalty: 2773.365723
	Iteration 13Q: 3 clusters Score -1199379 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1199538.500000 Penalty: 2773.365723
	Iteration 14Q: 3 clusters Score -1199538 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1199683.625000 Penalty: 2773.365723
	Iteration 15Q: 3 clusters Score -1199684 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1199809.125000 Penalty: 2773.365723
	Iteration 16Q: 3 clusters Score -1199809 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1199907.250000 Penalty: 2773.365723
	Iteration 17Q: 3 clusters Score -1199907 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1200011.750000 Penalty: 2773.365723
	Iteration 18Q: 3 clusters Score -1200012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1200093.000000 Penalty: 2773.365723
	Iteration 19Q: 3 clusters Score -1200093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1200162.375000 Penalty: 2773.365723
	Iteration 20F: 3 clusters Score -1200162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1200242.125000 Penalty: 2773.365723
	Iteration 21Q: 3 clusters Score -1200242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1200306.750000 Penalty: 2773.365723
	Iteration 22Q: 3 clusters Score -1200307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1200381.250000 Penalty: 2773.365723
	Iteration 23Q: 3 clusters Score -1200381 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1200460.500000 Penalty: 2773.365723
	Iteration 24Q: 3 clusters Score -1200460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1200529.375000 Penalty: 2773.365723
	Iteration 25Q: 3 clusters Score -1200529 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1200602.875000 Penalty: 2773.365723
	Iteration 26Q: 3 clusters Score -1200603 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1200660.500000 Penalty: 2773.365723
	Iteration 27Q: 3 clusters Score -1200660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1200709.750000 Penalty: 2773.365723
	Iteration 28Q: 3 clusters Score -1200710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1200740.250000 Penalty: 2773.365723
	Iteration 29Q: 3 clusters Score -1200740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1200768.875000 Penalty: 2773.365723
	Iteration 30Q: 3 clusters Score -1200769 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1200795.875000 Penalty: 2773.365723
	Iteration 31Q: 3 clusters Score -1200796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1200826.250000 Penalty: 2773.365723
	Iteration 32Q: 3 clusters Score -1200826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1200851.625000 Penalty: 2773.365723
	Iteration 33Q: 3 clusters Score -1200852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1200864.375000 Penalty: 2773.365723
	Iteration 34Q: 3 clusters Score -1200864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1200876.750000 Penalty: 2773.365723
	Iteration 35Q: 3 clusters Score -1200877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1200890.500000 Penalty: 2773.365723
	Iteration 36Q: 3 clusters Score -1200890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1200894.500000 Penalty: 2773.365723
	Iteration 37Q: 3 clusters Score -1200894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1200902.625000 Penalty: 2773.365723
	Iteration 38Q: 3 clusters Score -1200903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1200906.875000 Penalty: 2773.365723
	Iteration 39Q: 3 clusters Score -1200907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1200908.750000 Penalty: 2773.365723
	Iteration 40F: 3 clusters Score -1200909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1200914.125000 Penalty: 2773.365723
	Iteration 41Q: 3 clusters Score -1200914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1200914.250000 Penalty: 2773.365723
	Iteration 42Q: 3 clusters Score -1200914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1200919.500000 Penalty: 2773.365723
	Iteration 43Q: 3 clusters Score -1200920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1200922.875000 Penalty: 2773.365723
	Iteration 44Q: 3 clusters Score -1200923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1200924.625000 Penalty: 2773.365723
	Iteration 45Q: 3 clusters Score -1200925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1200938.250000 Penalty: 2773.365723
	Iteration 46Q: 3 clusters Score -1200938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1200943.000000 Penalty: 2773.365723
	Iteration 47Q: 3 clusters Score -1200943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1200947.125000 Penalty: 2773.365723
	Iteration 48Q: 3 clusters Score -1200947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1200950.750000 Penalty: 2773.365723
	Iteration 49Q: 3 clusters Score -1200951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1200950.000000 Penalty: 2773.365723
	Iteration 50Q: 3 clusters Score -1200950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1200956.375000 Penalty: 2773.365723
	Iteration 51Q: 3 clusters Score -1200956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1200965.000000 Penalty: 2773.365723
	Iteration 52Q: 3 clusters Score -1200965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1200965.500000 Penalty: 2773.365723
	Iteration 53Q: 3 clusters Score -1200966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1200969.000000 Penalty: 2773.365723
	Iteration 54Q: 3 clusters Score -1200969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1200968.625000 Penalty: 2773.365723
	Iteration 55Q: 3 clusters Score -1200969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1200969.250000 Penalty: 2773.365723
	Iteration 56Q: 3 clusters Score -1200969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1200969.750000 Penalty: 2773.365723
	Iteration 57Q: 3 clusters Score -1200970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1200972.000000 Penalty: 2773.365723
	Iteration 58Q: 3 clusters Score -1200972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1200976.125000 Penalty: 2773.365723
	Iteration 59Q: 3 clusters Score -1200976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1200975.375000 Penalty: 2773.365723
	Iteration 60F: 3 clusters Score -1200975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1200975.125000 Penalty: 2773.365723
	Iteration 61Q: 3 clusters Score -1200975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1200977.250000 Penalty: 2773.365723
	Iteration 62Q: 3 clusters Score -1200977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1200978.625000 Penalty: 2773.365723
	Iteration 63Q: 3 clusters Score -1200979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1200977.125000 Penalty: 2773.365723
	Iteration 64Q: 3 clusters Score -1200977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1200978.750000 Penalty: 2773.365723
	Iteration 65Q: 3 clusters Score -1200979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1200981.000000 Penalty: 2773.365723
	Iteration 66Q: 3 clusters Score -1200981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1200984.000000 Penalty: 2773.365723
	Iteration 67Q: 3 clusters Score -1200984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1200986.250000 Penalty: 2773.365723
	Iteration 68Q: 3 clusters Score -1200986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1200988.500000 Penalty: 2773.365723
	Iteration 69Q: 3 clusters Score -1200988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1200993.875000 Penalty: 2773.365723
	Iteration 70Q: 3 clusters Score -1200994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1200994.250000 Penalty: 2773.365723
	Iteration 71Q: 3 clusters Score -1200994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1200995.875000 Penalty: 2773.365723
	Iteration 72Q: 3 clusters Score -1200996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1200994.375000 Penalty: 2773.365723
	Iteration 73Q: 3 clusters Score -1200994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1200995.625000 Penalty: 2773.365723
	Iteration 74Q: 3 clusters Score -1200996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1200996.625000 Penalty: 2773.365723
	Iteration 75Q: 3 clusters Score -1200997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1200997.750000 Penalty: 2773.365723
	Iteration 76Q: 3 clusters Score -1200998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1200997.750000 Penalty: 2773.365723
	Iteration 77F: 3 clusters Score -1200998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (112269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Entering Unmasked Estep 
Score: -12968207.000000 Penalty: 1730.343506
	Iteration 0F: 2 clusters Score -1.296821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -12900281.000000 Penalty: 3460.687012
	Iteration 0F: 3 clusters Score -1.290028e+07 nChanged 53185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -12931475.000000 Penalty: 3460.687012
	Iteration 1F: 3 clusters Score -1.293148e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -12932849.000000 Penalty: 3460.687012
	Iteration 2Q: 3 clusters Score -1.293285e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -12934851.000000 Penalty: 3460.687012
	Iteration 3Q: 3 clusters Score -1.293485e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -12937590.000000 Penalty: 3460.687012
	Iteration 4F: 3 clusters Score -1.293759e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -12941600.000000 Penalty: 3460.687012
	Iteration 5F: 3 clusters Score -1.29416e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -12946931.000000 Penalty: 3460.687012
	Iteration 6F: 3 clusters Score -1.294693e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -12952193.000000 Penalty: 3460.687012
	Iteration 7F: 3 clusters Score -1.295219e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -12956887.000000 Penalty: 3460.687012
	Iteration 8F: 3 clusters Score -1.295689e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -12960384.000000 Penalty: 3460.687012
	Iteration 9Q: 3 clusters Score -1.296038e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -12962754.000000 Penalty: 3460.687012
	Iteration 10Q: 3 clusters Score -1.296275e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -12964271.000000 Penalty: 3460.687012
	Iteration 11Q: 3 clusters Score -1.296427e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -12965269.000000 Penalty: 3460.687012
	Iteration 12Q: 3 clusters Score -1.296527e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 110000 members 
Entering Unmasked Estep 
Score: -12965865.000000 Penalty: 3460.687012
	Iteration 13Q: 3 clusters Score -1.296586e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -12966208.000000 Penalty: 3460.687012
	Iteration 14Q: 3 clusters Score -1.296621e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -12966385.000000 Penalty: 3460.687012
	Iteration 15Q: 3 clusters Score -1.296638e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 111052 members 
Entering Unmasked Estep 
Score: -12966524.000000 Penalty: 3460.687012
	Iteration 16Q: 3 clusters Score -1.296652e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -12966621.000000 Penalty: 3460.687012
	Iteration 17Q: 3 clusters Score -1.296662e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -12966660.000000 Penalty: 3460.687012
	Iteration 18Q: 3 clusters Score -1.296666e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 111349 members 
Entering Unmasked Estep 
Score: -12966714.000000 Penalty: 3460.687012
	Iteration 19Q: 3 clusters Score -1.296671e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -12966752.000000 Penalty: 3460.687012
	Iteration 20F: 3 clusters Score -1.296675e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -12966792.000000 Penalty: 3460.687012
	Iteration 21Q: 3 clusters Score -1.296679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -12966803.000000 Penalty: 3460.687012
	Iteration 22Q: 3 clusters Score -1.29668e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -12966836.000000 Penalty: 3460.687012
	Iteration 23Q: 3 clusters Score -1.296684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -12966841.000000 Penalty: 3460.687012
	Iteration 24Q: 3 clusters Score -1.296684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -12966836.000000 Penalty: 3460.687012
	Iteration 25Q: 3 clusters Score -1.296684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -12966856.000000 Penalty: 3460.687012
	Iteration 26Q: 3 clusters Score -1.296686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -12966871.000000 Penalty: 3460.687012
	Iteration 27Q: 3 clusters Score -1.296687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 111586 members 
Entering Unmasked Estep 
Score: -12966878.000000 Penalty: 3460.687012
	Iteration 28Q: 3 clusters Score -1.296688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -12966867.000000 Penalty: 3460.687012
	Iteration 29Q: 3 clusters Score -1.296687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 111601 members 
Entering Unmasked Estep 
Score: -12966872.000000 Penalty: 3460.687012
	Iteration 30Q: 3 clusters Score -1.296687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -12966882.000000 Penalty: 3460.687012
	Iteration 31Q: 3 clusters Score -1.296688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -12966879.000000 Penalty: 3460.687012
	Iteration 32Q: 3 clusters Score -1.296688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -12966890.000000 Penalty: 3460.687012
	Iteration 33Q: 3 clusters Score -1.296689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 111613 members 
Entering Unmasked Estep 
Score: -12966878.000000 Penalty: 3460.687012
	Iteration 34Q: 3 clusters Score -1.296688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 111618 members 
Entering Unmasked Estep 
Score: -12966885.000000 Penalty: 3460.687012
	Iteration 35Q: 3 clusters Score -1.296688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 111622 members 
Entering Unmasked Estep 
Score: -12966894.000000 Penalty: 3460.687012
	Iteration 36Q: 3 clusters Score -1.296689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 111626 members 
Entering Unmasked Estep 
Score: -12966886.000000 Penalty: 3460.687012
	Iteration 37Q: 3 clusters Score -1.296689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 111631 members 
Entering Unmasked Estep 
Score: -12966895.000000 Penalty: 3460.687012
	Iteration 38Q: 3 clusters Score -1.29669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -12966902.000000 Penalty: 3460.687012
	Iteration 39Q: 3 clusters Score -1.29669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -12966902.000000 Penalty: 3460.687012
	Iteration 40F: 3 clusters Score -1.29669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -710460.125000 Penalty: 1302.501709
	Iteration 0F: 2 clusters Score -710460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -705936.375000 Penalty: 2605.003418
	Iteration 0F: 3 clusters Score -705936.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -707301.812500 Penalty: 2605.003418
	Iteration 1F: 3 clusters Score -707301.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -707626.437500 Penalty: 2605.003418
	Iteration 2F: 3 clusters Score -707626.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -707853.312500 Penalty: 2605.003418
	Iteration 3F: 3 clusters Score -707853.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -707994.812500 Penalty: 2605.003418
	Iteration 4Q: 3 clusters Score -707994.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -708115.125000 Penalty: 2605.003418
	Iteration 5Q: 3 clusters Score -708115.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -708239.000000 Penalty: 2605.003418
	Iteration 6Q: 3 clusters Score -708239 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -708380.187500 Penalty: 2605.003418
	Iteration 7Q: 3 clusters Score -708380.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -708517.437500 Penalty: 2605.003418
	Iteration 8Q: 3 clusters Score -708517.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -708646.250000 Penalty: 2605.003418
	Iteration 9Q: 3 clusters Score -708646.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -708782.250000 Penalty: 2605.003418
	Iteration 10Q: 3 clusters Score -708782.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -708897.562500 Penalty: 2605.003418
	Iteration 11Q: 3 clusters Score -708897.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -709001.687500 Penalty: 2605.003418
	Iteration 12Q: 3 clusters Score -709001.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -709099.937500 Penalty: 2605.003418
	Iteration 13Q: 3 clusters Score -709099.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -709187.875000 Penalty: 2605.003418
	Iteration 14Q: 3 clusters Score -709187.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -709263.437500 Penalty: 2605.003418
	Iteration 15Q: 3 clusters Score -709263.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -709320.562500 Penalty: 2605.003418
	Iteration 16Q: 3 clusters Score -709320.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -709376.687500 Penalty: 2605.003418
	Iteration 17Q: 3 clusters Score -709376.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -709419.312500 Penalty: 2605.003418
	Iteration 18Q: 3 clusters Score -709419.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -709454.750000 Penalty: 2605.003418
	Iteration 19Q: 3 clusters Score -709454.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -709481.125000 Penalty: 2605.003418
	Iteration 20F: 3 clusters Score -709481.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -709502.062500 Penalty: 2605.003418
	Iteration 21Q: 3 clusters Score -709502.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -709519.687500 Penalty: 2605.003418
	Iteration 22Q: 3 clusters Score -709519.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -709536.750000 Penalty: 2605.003418
	Iteration 23Q: 3 clusters Score -709536.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -709552.562500 Penalty: 2605.003418
	Iteration 24Q: 3 clusters Score -709552.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -709565.000000 Penalty: 2605.003418
	Iteration 25Q: 3 clusters Score -709565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -709573.562500 Penalty: 2605.003418
	Iteration 26Q: 3 clusters Score -709573.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -709587.000000 Penalty: 2605.003418
	Iteration 27Q: 3 clusters Score -709587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -709596.562500 Penalty: 2605.003418
	Iteration 28Q: 3 clusters Score -709596.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -709607.562500 Penalty: 2605.003418
	Iteration 29Q: 3 clusters Score -709607.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -709613.812500 Penalty: 2605.003418
	Iteration 30Q: 3 clusters Score -709613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -709619.000000 Penalty: 2605.003418
	Iteration 31Q: 3 clusters Score -709619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -709623.000000 Penalty: 2605.003418
	Iteration 32Q: 3 clusters Score -709623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -709625.250000 Penalty: 2605.003418
	Iteration 33Q: 3 clusters Score -709625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -709626.750000 Penalty: 2605.003418
	Iteration 34Q: 3 clusters Score -709626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -709629.062500 Penalty: 2605.003418
	Iteration 35Q: 3 clusters Score -709629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -709628.187500 Penalty: 2605.003418
	Iteration 36Q: 3 clusters Score -709628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -709629.062500 Penalty: 2605.003418
	Iteration 37Q: 3 clusters Score -709629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -709631.250000 Penalty: 2605.003418
	Iteration 38Q: 3 clusters Score -709631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -709630.250000 Penalty: 2605.003418
	Iteration 39Q: 3 clusters Score -709630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -709630.250000 Penalty: 2605.003418
	Iteration 40F: 3 clusters Score -709630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25508.339844 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25508.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25716.722656 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25716.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25780.404297 Penalty: 1755.809570
	Iteration 2F: 3 clusters Score -25780.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25809.351562 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25809.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25838.130859 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25838.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25856.433594 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25856.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25866.136719 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25866.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25878.476562 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -25878.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25881.662109 Penalty: 1755.809570
	Iteration 8Q: 3 clusters Score -25881.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25884.535156 Penalty: 1755.809570
	Iteration 9Q: 3 clusters Score -25884.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25888.855469 Penalty: 1755.809570
	Iteration 10Q: 3 clusters Score -25888.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25892.367188 Penalty: 1755.809570
	Iteration 11Q: 3 clusters Score -25892.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25897.734375 Penalty: 1755.809570
	Iteration 12Q: 3 clusters Score -25897.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25902.591797 Penalty: 1755.809570
	Iteration 13Q: 3 clusters Score -25902.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25902.591797 Penalty: 1755.809570
	Iteration 14F: 3 clusters Score -25902.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -480303.812500 Penalty: 1242.930176
	Iteration 0F: 2 clusters Score -480303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -477032.625000 Penalty: 2485.860352
	Iteration 0F: 3 clusters Score -477032.6 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -477944.875000 Penalty: 2485.860352
	Iteration 1F: 3 clusters Score -477944.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -478112.125000 Penalty: 2485.860352
	Iteration 2F: 3 clusters Score -478112.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -478221.937500 Penalty: 2485.860352
	Iteration 3Q: 3 clusters Score -478221.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -478293.625000 Penalty: 2485.860352
	Iteration 4Q: 3 clusters Score -478293.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -478344.125000 Penalty: 2485.860352
	Iteration 5Q: 3 clusters Score -478344.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -478382.343750 Penalty: 2485.860352
	Iteration 6Q: 3 clusters Score -478382.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -478413.500000 Penalty: 2485.860352
	Iteration 7Q: 3 clusters Score -478413.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -478436.750000 Penalty: 2485.860352
	Iteration 8Q: 3 clusters Score -478436.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -478460.375000 Penalty: 2485.860352
	Iteration 9Q: 3 clusters Score -478460.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -478479.562500 Penalty: 2485.860352
	Iteration 10Q: 3 clusters Score -478479.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -478499.531250 Penalty: 2485.860352
	Iteration 11Q: 3 clusters Score -478499.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -478517.312500 Penalty: 2485.860352
	Iteration 12Q: 3 clusters Score -478517.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -478525.718750 Penalty: 2485.860352
	Iteration 13Q: 3 clusters Score -478525.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -478529.656250 Penalty: 2485.860352
	Iteration 14Q: 3 clusters Score -478529.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -478534.250000 Penalty: 2485.860352
	Iteration 15Q: 3 clusters Score -478534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -478537.250000 Penalty: 2485.860352
	Iteration 16Q: 3 clusters Score -478537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -478539.187500 Penalty: 2485.860352
	Iteration 17Q: 3 clusters Score -478539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -478540.406250 Penalty: 2485.860352
	Iteration 18Q: 3 clusters Score -478540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -478543.406250 Penalty: 2485.860352
	Iteration 19Q: 3 clusters Score -478543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -478546.937500 Penalty: 2485.860352
	Iteration 20F: 3 clusters Score -478546.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -478550.906250 Penalty: 2485.860352
	Iteration 21Q: 3 clusters Score -478550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -478557.187500 Penalty: 2485.860352
	Iteration 22Q: 3 clusters Score -478557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -478566.218750 Penalty: 2485.860352
	Iteration 23Q: 3 clusters Score -478566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -478573.187500 Penalty: 2485.860352
	Iteration 24Q: 3 clusters Score -478573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -478580.625000 Penalty: 2485.860352
	Iteration 25Q: 3 clusters Score -478580.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -478589.968750 Penalty: 2485.860352
	Iteration 26Q: 3 clusters Score -478590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -478598.843750 Penalty: 2485.860352
	Iteration 27Q: 3 clusters Score -478598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -478609.625000 Penalty: 2485.860352
	Iteration 28Q: 3 clusters Score -478609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -478619.062500 Penalty: 2485.860352
	Iteration 29Q: 3 clusters Score -478619.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -478629.812500 Penalty: 2485.860352
	Iteration 30Q: 3 clusters Score -478629.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -478639.093750 Penalty: 2485.860352
	Iteration 31Q: 3 clusters Score -478639.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -478650.812500 Penalty: 2485.860352
	Iteration 32Q: 3 clusters Score -478650.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -478660.656250 Penalty: 2485.860352
	Iteration 33Q: 3 clusters Score -478660.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -478670.593750 Penalty: 2485.860352
	Iteration 34Q: 3 clusters Score -478670.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -478679.343750 Penalty: 2485.860352
	Iteration 35Q: 3 clusters Score -478679.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -478686.968750 Penalty: 2485.860352
	Iteration 36Q: 3 clusters Score -478687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -478692.250000 Penalty: 2485.860352
	Iteration 37Q: 3 clusters Score -478692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -478696.656250 Penalty: 2485.860352
	Iteration 38Q: 3 clusters Score -478696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -478699.656250 Penalty: 2485.860352
	Iteration 39Q: 3 clusters Score -478699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -478702.937500 Penalty: 2485.860352
	Iteration 40F: 3 clusters Score -478702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -478706.500000 Penalty: 2485.860352
	Iteration 41Q: 3 clusters Score -478706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -478710.062500 Penalty: 2485.860352
	Iteration 42Q: 3 clusters Score -478710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -478714.187500 Penalty: 2485.860352
	Iteration 43Q: 3 clusters Score -478714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -478722.312500 Penalty: 2485.860352
	Iteration 44Q: 3 clusters Score -478722.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -478726.937500 Penalty: 2485.860352
	Iteration 45Q: 3 clusters Score -478726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -478731.062500 Penalty: 2485.860352
	Iteration 46Q: 3 clusters Score -478731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -478735.000000 Penalty: 2485.860352
	Iteration 47Q: 3 clusters Score -478735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -478741.031250 Penalty: 2485.860352
	Iteration 48Q: 3 clusters Score -478741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -478743.906250 Penalty: 2485.860352
	Iteration 49Q: 3 clusters Score -478743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -478746.781250 Penalty: 2485.860352
	Iteration 50Q: 3 clusters Score -478746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -478750.468750 Penalty: 2485.860352
	Iteration 51Q: 3 clusters Score -478750.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -478752.625000 Penalty: 2485.860352
	Iteration 52Q: 3 clusters Score -478752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -478756.875000 Penalty: 2485.860352
	Iteration 53Q: 3 clusters Score -478756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -478760.468750 Penalty: 2485.860352
	Iteration 54Q: 3 clusters Score -478760.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -478763.812500 Penalty: 2485.860352
	Iteration 55Q: 3 clusters Score -478763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -478767.093750 Penalty: 2485.860352
	Iteration 56Q: 3 clusters Score -478767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -478769.687500 Penalty: 2485.860352
	Iteration 57Q: 3 clusters Score -478769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -478772.843750 Penalty: 2485.860352
	Iteration 58Q: 3 clusters Score -478772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -478777.062500 Penalty: 2485.860352
	Iteration 59Q: 3 clusters Score -478777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -478782.531250 Penalty: 2485.860352
	Iteration 60F: 3 clusters Score -478782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -478786.687500 Penalty: 2485.860352
	Iteration 61Q: 3 clusters Score -478786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -478790.562500 Penalty: 2485.860352
	Iteration 62Q: 3 clusters Score -478790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -478793.656250 Penalty: 2485.860352
	Iteration 63Q: 3 clusters Score -478793.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -478797.093750 Penalty: 2485.860352
	Iteration 64Q: 3 clusters Score -478797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -478801.843750 Penalty: 2485.860352
	Iteration 65Q: 3 clusters Score -478801.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -478807.031250 Penalty: 2485.860352
	Iteration 66Q: 3 clusters Score -478807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -478813.718750 Penalty: 2485.860352
	Iteration 67Q: 3 clusters Score -478813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -478818.156250 Penalty: 2485.860352
	Iteration 68Q: 3 clusters Score -478818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -478823.031250 Penalty: 2485.860352
	Iteration 69Q: 3 clusters Score -478823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -478828.781250 Penalty: 2485.860352
	Iteration 70Q: 3 clusters Score -478828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -478831.125000 Penalty: 2485.860352
	Iteration 71Q: 3 clusters Score -478831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -478834.343750 Penalty: 2485.860352
	Iteration 72Q: 3 clusters Score -478834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -478838.281250 Penalty: 2485.860352
	Iteration 73Q: 3 clusters Score -478838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -478841.875000 Penalty: 2485.860352
	Iteration 74Q: 3 clusters Score -478841.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -478843.625000 Penalty: 2485.860352
	Iteration 75Q: 3 clusters Score -478843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -478847.218750 Penalty: 2485.860352
	Iteration 76Q: 3 clusters Score -478847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -478848.625000 Penalty: 2485.860352
	Iteration 77Q: 3 clusters Score -478848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -478851.468750 Penalty: 2485.860352
	Iteration 78Q: 3 clusters Score -478851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -478853.656250 Penalty: 2485.860352
	Iteration 79Q: 3 clusters Score -478853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -478856.687500 Penalty: 2485.860352
	Iteration 80F: 3 clusters Score -478856.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -478860.656250 Penalty: 2485.860352
	Iteration 81Q: 3 clusters Score -478860.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -478868.718750 Penalty: 2485.860352
	Iteration 82Q: 3 clusters Score -478868.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -478873.781250 Penalty: 2485.860352
	Iteration 83Q: 3 clusters Score -478873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -478879.187500 Penalty: 2485.860352
	Iteration 84Q: 3 clusters Score -478879.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -478886.125000 Penalty: 2485.860352
	Iteration 85Q: 3 clusters Score -478886.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -478894.593750 Penalty: 2485.860352
	Iteration 86Q: 3 clusters Score -478894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -478899.468750 Penalty: 2485.860352
	Iteration 87Q: 3 clusters Score -478899.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -478908.750000 Penalty: 2485.860352
	Iteration 88Q: 3 clusters Score -478908.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -478916.656250 Penalty: 2485.860352
	Iteration 89Q: 3 clusters Score -478916.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -478924.125000 Penalty: 2485.860352
	Iteration 90Q: 3 clusters Score -478924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -478929.718750 Penalty: 2485.860352
	Iteration 91Q: 3 clusters Score -478929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -478935.031250 Penalty: 2485.860352
	Iteration 92Q: 3 clusters Score -478935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -478939.375000 Penalty: 2485.860352
	Iteration 93Q: 3 clusters Score -478939.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -478944.718750 Penalty: 2485.860352
	Iteration 94Q: 3 clusters Score -478944.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -478951.437500 Penalty: 2485.860352
	Iteration 95Q: 3 clusters Score -478951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -478954.156250 Penalty: 2485.860352
	Iteration 96Q: 3 clusters Score -478954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -478958.625000 Penalty: 2485.860352
	Iteration 97Q: 3 clusters Score -478958.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -478963.062500 Penalty: 2485.860352
	Iteration 98Q: 3 clusters Score -478963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -478966.968750 Penalty: 2485.860352
	Iteration 99Q: 3 clusters Score -478967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -478968.843750 Penalty: 2485.860352
	Iteration 100F: 3 clusters Score -478968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -478971.750000 Penalty: 2485.860352
	Iteration 101Q: 3 clusters Score -478971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -478972.062500 Penalty: 2485.860352
	Iteration 102Q: 3 clusters Score -478972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -478971.843750 Penalty: 2485.860352
	Iteration 103Q: 3 clusters Score -478971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -478971.843750 Penalty: 2485.860352
	Iteration 104F: 3 clusters Score -478971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -429435.781250 Penalty: 1232.207642
	Iteration 0F: 2 clusters Score -429435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -426414.000000 Penalty: 2464.415283
	Iteration 0F: 3 clusters Score -426414 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -427263.812500 Penalty: 2464.415283
	Iteration 1F: 3 clusters Score -427263.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -427451.156250 Penalty: 2464.415283
	Iteration 2F: 3 clusters Score -427451.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -427552.812500 Penalty: 2464.415283
	Iteration 3Q: 3 clusters Score -427552.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -427607.375000 Penalty: 2464.415283
	Iteration 4Q: 3 clusters Score -427607.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -427641.812500 Penalty: 2464.415283
	Iteration 5Q: 3 clusters Score -427641.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -427669.593750 Penalty: 2464.415283
	Iteration 6Q: 3 clusters Score -427669.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -427687.562500 Penalty: 2464.415283
	Iteration 7Q: 3 clusters Score -427687.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -427705.250000 Penalty: 2464.415283
	Iteration 8Q: 3 clusters Score -427705.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -427714.656250 Penalty: 2464.415283
	Iteration 9Q: 3 clusters Score -427714.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -427720.781250 Penalty: 2464.415283
	Iteration 10Q: 3 clusters Score -427720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -427727.000000 Penalty: 2464.415283
	Iteration 11Q: 3 clusters Score -427727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -427733.906250 Penalty: 2464.415283
	Iteration 12Q: 3 clusters Score -427733.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -427743.281250 Penalty: 2464.415283
	Iteration 13Q: 3 clusters Score -427743.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -427755.468750 Penalty: 2464.415283
	Iteration 14Q: 3 clusters Score -427755.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -427769.625000 Penalty: 2464.415283
	Iteration 15Q: 3 clusters Score -427769.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -427782.718750 Penalty: 2464.415283
	Iteration 16Q: 3 clusters Score -427782.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -427797.750000 Penalty: 2464.415283
	Iteration 17Q: 3 clusters Score -427797.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -427806.437500 Penalty: 2464.415283
	Iteration 18Q: 3 clusters Score -427806.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -427818.812500 Penalty: 2464.415283
	Iteration 19Q: 3 clusters Score -427818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -427829.625000 Penalty: 2464.415283
	Iteration 20F: 3 clusters Score -427829.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -427842.343750 Penalty: 2464.415283
	Iteration 21Q: 3 clusters Score -427842.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -427854.343750 Penalty: 2464.415283
	Iteration 22Q: 3 clusters Score -427854.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -427865.968750 Penalty: 2464.415283
	Iteration 23Q: 3 clusters Score -427866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -427872.218750 Penalty: 2464.415283
	Iteration 24Q: 3 clusters Score -427872.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -427881.468750 Penalty: 2464.415283
	Iteration 25Q: 3 clusters Score -427881.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -427895.218750 Penalty: 2464.415283
	Iteration 26Q: 3 clusters Score -427895.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -427910.062500 Penalty: 2464.415283
	Iteration 27Q: 3 clusters Score -427910.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -427923.375000 Penalty: 2464.415283
	Iteration 28Q: 3 clusters Score -427923.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -427935.250000 Penalty: 2464.415283
	Iteration 29Q: 3 clusters Score -427935.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -427948.812500 Penalty: 2464.415283
	Iteration 30Q: 3 clusters Score -427948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427956.375000 Penalty: 2464.415283
	Iteration 31Q: 3 clusters Score -427956.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -427964.843750 Penalty: 2464.415283
	Iteration 32Q: 3 clusters Score -427964.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -427977.906250 Penalty: 2464.415283
	Iteration 33Q: 3 clusters Score -427977.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -427993.218750 Penalty: 2464.415283
	Iteration 34Q: 3 clusters Score -427993.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -428005.062500 Penalty: 2464.415283
	Iteration 35Q: 3 clusters Score -428005.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -428015.125000 Penalty: 2464.415283
	Iteration 36Q: 3 clusters Score -428015.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -428023.468750 Penalty: 2464.415283
	Iteration 37Q: 3 clusters Score -428023.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -428033.000000 Penalty: 2464.415283
	Iteration 38Q: 3 clusters Score -428033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -428038.906250 Penalty: 2464.415283
	Iteration 39Q: 3 clusters Score -428038.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -428042.906250 Penalty: 2464.415283
	Iteration 40F: 3 clusters Score -428042.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -428047.687500 Penalty: 2464.415283
	Iteration 41Q: 3 clusters Score -428047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -428054.031250 Penalty: 2464.415283
	Iteration 42Q: 3 clusters Score -428054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -428062.125000 Penalty: 2464.415283
	Iteration 43Q: 3 clusters Score -428062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -428071.656250 Penalty: 2464.415283
	Iteration 44Q: 3 clusters Score -428071.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -428076.906250 Penalty: 2464.415283
	Iteration 45Q: 3 clusters Score -428076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -428080.281250 Penalty: 2464.415283
	Iteration 46Q: 3 clusters Score -428080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -428085.750000 Penalty: 2464.415283
	Iteration 47Q: 3 clusters Score -428085.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -428091.687500 Penalty: 2464.415283
	Iteration 48Q: 3 clusters Score -428091.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -428095.687500 Penalty: 2464.415283
	Iteration 49Q: 3 clusters Score -428095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -428100.906250 Penalty: 2464.415283
	Iteration 50Q: 3 clusters Score -428100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -428105.750000 Penalty: 2464.415283
	Iteration 51Q: 3 clusters Score -428105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -428114.468750 Penalty: 2464.415283
	Iteration 52Q: 3 clusters Score -428114.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -428119.593750 Penalty: 2464.415283
	Iteration 53Q: 3 clusters Score -428119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -428126.406250 Penalty: 2464.415283
	Iteration 54Q: 3 clusters Score -428126.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -428135.625000 Penalty: 2464.415283
	Iteration 55Q: 3 clusters Score -428135.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -428145.093750 Penalty: 2464.415283
	Iteration 56Q: 3 clusters Score -428145.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -428158.562500 Penalty: 2464.415283
	Iteration 57Q: 3 clusters Score -428158.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -428166.468750 Penalty: 2464.415283
	Iteration 58Q: 3 clusters Score -428166.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -428171.281250 Penalty: 2464.415283
	Iteration 59Q: 3 clusters Score -428171.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -428174.937500 Penalty: 2464.415283
	Iteration 60F: 3 clusters Score -428174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -428177.625000 Penalty: 2464.415283
	Iteration 61Q: 3 clusters Score -428177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -428179.625000 Penalty: 2464.415283
	Iteration 62Q: 3 clusters Score -428179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -428181.968750 Penalty: 2464.415283
	Iteration 63Q: 3 clusters Score -428182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -428184.687500 Penalty: 2464.415283
	Iteration 64Q: 3 clusters Score -428184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -428184.875000 Penalty: 2464.415283
	Iteration 65Q: 3 clusters Score -428184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -428185.718750 Penalty: 2464.415283
	Iteration 66Q: 3 clusters Score -428185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -428188.718750 Penalty: 2464.415283
	Iteration 67Q: 3 clusters Score -428188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -428189.906250 Penalty: 2464.415283
	Iteration 68Q: 3 clusters Score -428189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -428193.187500 Penalty: 2464.415283
	Iteration 69Q: 3 clusters Score -428193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -428199.531250 Penalty: 2464.415283
	Iteration 70Q: 3 clusters Score -428199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -428205.218750 Penalty: 2464.415283
	Iteration 71Q: 3 clusters Score -428205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -428208.281250 Penalty: 2464.415283
	Iteration 72Q: 3 clusters Score -428208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -428211.562500 Penalty: 2464.415283
	Iteration 73Q: 3 clusters Score -428211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -428215.218750 Penalty: 2464.415283
	Iteration 74Q: 3 clusters Score -428215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -428219.531250 Penalty: 2464.415283
	Iteration 75Q: 3 clusters Score -428219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -428222.312500 Penalty: 2464.415283
	Iteration 76Q: 3 clusters Score -428222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -428224.343750 Penalty: 2464.415283
	Iteration 77Q: 3 clusters Score -428224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -428226.843750 Penalty: 2464.415283
	Iteration 78Q: 3 clusters Score -428226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -428231.031250 Penalty: 2464.415283
	Iteration 79Q: 3 clusters Score -428231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -428233.968750 Penalty: 2464.415283
	Iteration 80F: 3 clusters Score -428234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -428236.750000 Penalty: 2464.415283
	Iteration 81Q: 3 clusters Score -428236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -428239.125000 Penalty: 2464.415283
	Iteration 82Q: 3 clusters Score -428239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -428243.000000 Penalty: 2464.415283
	Iteration 83Q: 3 clusters Score -428243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -428245.062500 Penalty: 2464.415283
	Iteration 84Q: 3 clusters Score -428245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -428247.875000 Penalty: 2464.415283
	Iteration 85Q: 3 clusters Score -428247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -428251.531250 Penalty: 2464.415283
	Iteration 86Q: 3 clusters Score -428251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -428255.375000 Penalty: 2464.415283
	Iteration 87Q: 3 clusters Score -428255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -428261.281250 Penalty: 2464.415283
	Iteration 88Q: 3 clusters Score -428261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -428263.437500 Penalty: 2464.415283
	Iteration 89Q: 3 clusters Score -428263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -428266.843750 Penalty: 2464.415283
	Iteration 90Q: 3 clusters Score -428266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -428270.875000 Penalty: 2464.415283
	Iteration 91Q: 3 clusters Score -428270.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -428274.218750 Penalty: 2464.415283
	Iteration 92Q: 3 clusters Score -428274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -428277.812500 Penalty: 2464.415283
	Iteration 93Q: 3 clusters Score -428277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -428281.781250 Penalty: 2464.415283
	Iteration 94Q: 3 clusters Score -428281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -428286.093750 Penalty: 2464.415283
	Iteration 95Q: 3 clusters Score -428286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -428290.312500 Penalty: 2464.415283
	Iteration 96Q: 3 clusters Score -428290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -428295.593750 Penalty: 2464.415283
	Iteration 97Q: 3 clusters Score -428295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -428303.843750 Penalty: 2464.415283
	Iteration 98Q: 3 clusters Score -428303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -428311.218750 Penalty: 2464.415283
	Iteration 99Q: 3 clusters Score -428311.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -428315.375000 Penalty: 2464.415283
	Iteration 100F: 3 clusters Score -428315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -428320.031250 Penalty: 2464.415283
	Iteration 101Q: 3 clusters Score -428320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -428324.031250 Penalty: 2464.415283
	Iteration 102Q: 3 clusters Score -428324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -428329.500000 Penalty: 2464.415283
	Iteration 103Q: 3 clusters Score -428329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -428332.125000 Penalty: 2464.415283
	Iteration 104Q: 3 clusters Score -428332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -428333.843750 Penalty: 2464.415283
	Iteration 105Q: 3 clusters Score -428333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -428336.687500 Penalty: 2464.415283
	Iteration 106Q: 3 clusters Score -428336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -428340.250000 Penalty: 2464.415283
	Iteration 107Q: 3 clusters Score -428340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -428345.437500 Penalty: 2464.415283
	Iteration 108Q: 3 clusters Score -428345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -428347.906250 Penalty: 2464.415283
	Iteration 109Q: 3 clusters Score -428347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -428351.500000 Penalty: 2464.415283
	Iteration 110Q: 3 clusters Score -428351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -428355.000000 Penalty: 2464.415283
	Iteration 111Q: 3 clusters Score -428355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -428360.500000 Penalty: 2464.415283
	Iteration 112Q: 3 clusters Score -428360.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -428363.218750 Penalty: 2464.415283
	Iteration 113Q: 3 clusters Score -428363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -428365.750000 Penalty: 2464.415283
	Iteration 114Q: 3 clusters Score -428365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -428368.406250 Penalty: 2464.415283
	Iteration 115Q: 3 clusters Score -428368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -428370.000000 Penalty: 2464.415283
	Iteration 116Q: 3 clusters Score -428370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -428371.406250 Penalty: 2464.415283
	Iteration 117Q: 3 clusters Score -428371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -428373.250000 Penalty: 2464.415283
	Iteration 118Q: 3 clusters Score -428373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -428374.968750 Penalty: 2464.415283
	Iteration 119Q: 3 clusters Score -428375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -428379.593750 Penalty: 2464.415283
	Iteration 120F: 3 clusters Score -428379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -428386.875000 Penalty: 2464.415283
	Iteration 121Q: 3 clusters Score -428386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -428393.906250 Penalty: 2464.415283
	Iteration 122Q: 3 clusters Score -428393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -428400.437500 Penalty: 2464.415283
	Iteration 123Q: 3 clusters Score -428400.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -428404.593750 Penalty: 2464.415283
	Iteration 124Q: 3 clusters Score -428404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -428409.875000 Penalty: 2464.415283
	Iteration 125Q: 3 clusters Score -428409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -428414.468750 Penalty: 2464.415283
	Iteration 126Q: 3 clusters Score -428414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -428414.656250 Penalty: 2464.415283
	Iteration 127Q: 3 clusters Score -428414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -428414.656250 Penalty: 2464.415283
	Iteration 128F: 3 clusters Score -428414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -302739.968750 Penalty: 1198.276367
	Iteration 0F: 2 clusters Score -302740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -300214.406250 Penalty: 2396.552734
	Iteration 0F: 3 clusters Score -300214.4 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -300961.687500 Penalty: 2396.552734
	Iteration 1F: 3 clusters Score -300961.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -301152.187500 Penalty: 2396.552734
	Iteration 2F: 3 clusters Score -301152.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -301246.343750 Penalty: 2396.552734
	Iteration 3Q: 3 clusters Score -301246.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -301319.968750 Penalty: 2396.552734
	Iteration 4Q: 3 clusters Score -301320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -301393.468750 Penalty: 2396.552734
	Iteration 5Q: 3 clusters Score -301393.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -301510.218750 Penalty: 2396.552734
	Iteration 6Q: 3 clusters Score -301510.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -301631.093750 Penalty: 2396.552734
	Iteration 7Q: 3 clusters Score -301631.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -301716.437500 Penalty: 2396.552734
	Iteration 8Q: 3 clusters Score -301716.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -301805.937500 Penalty: 2396.552734
	Iteration 9Q: 3 clusters Score -301805.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -301891.531250 Penalty: 2396.552734
	Iteration 10Q: 3 clusters Score -301891.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -301964.187500 Penalty: 2396.552734
	Iteration 11Q: 3 clusters Score -301964.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -302030.500000 Penalty: 2396.552734
	Iteration 12Q: 3 clusters Score -302030.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -302087.281250 Penalty: 2396.552734
	Iteration 13Q: 3 clusters Score -302087.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -302137.968750 Penalty: 2396.552734
	Iteration 14Q: 3 clusters Score -302138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -302190.375000 Penalty: 2396.552734
	Iteration 15Q: 3 clusters Score -302190.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -302233.500000 Penalty: 2396.552734
	Iteration 16Q: 3 clusters Score -302233.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -302280.375000 Penalty: 2396.552734
	Iteration 17Q: 3 clusters Score -302280.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -302319.093750 Penalty: 2396.552734
	Iteration 18Q: 3 clusters Score -302319.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -302362.562500 Penalty: 2396.552734
	Iteration 19Q: 3 clusters Score -302362.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -302416.781250 Penalty: 2396.552734
	Iteration 20F: 3 clusters Score -302416.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -302468.593750 Penalty: 2396.552734
	Iteration 21Q: 3 clusters Score -302468.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -302502.843750 Penalty: 2396.552734
	Iteration 22Q: 3 clusters Score -302502.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -302523.250000 Penalty: 2396.552734
	Iteration 23Q: 3 clusters Score -302523.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -302539.875000 Penalty: 2396.552734
	Iteration 24Q: 3 clusters Score -302539.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -302550.218750 Penalty: 2396.552734
	Iteration 25Q: 3 clusters Score -302550.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -302560.562500 Penalty: 2396.552734
	Iteration 26Q: 3 clusters Score -302560.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -302571.875000 Penalty: 2396.552734
	Iteration 27Q: 3 clusters Score -302571.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -302582.875000 Penalty: 2396.552734
	Iteration 28Q: 3 clusters Score -302582.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -302588.750000 Penalty: 2396.552734
	Iteration 29Q: 3 clusters Score -302588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -302594.687500 Penalty: 2396.552734
	Iteration 30Q: 3 clusters Score -302594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -302598.125000 Penalty: 2396.552734
	Iteration 31Q: 3 clusters Score -302598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -302601.562500 Penalty: 2396.552734
	Iteration 32Q: 3 clusters Score -302601.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -302607.250000 Penalty: 2396.552734
	Iteration 33Q: 3 clusters Score -302607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -302615.218750 Penalty: 2396.552734
	Iteration 34Q: 3 clusters Score -302615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -302618.125000 Penalty: 2396.552734
	Iteration 35Q: 3 clusters Score -302618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -302623.875000 Penalty: 2396.552734
	Iteration 36Q: 3 clusters Score -302623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -302630.781250 Penalty: 2396.552734
	Iteration 37Q: 3 clusters Score -302630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -302637.500000 Penalty: 2396.552734
	Iteration 38Q: 3 clusters Score -302637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -302642.937500 Penalty: 2396.552734
	Iteration 39Q: 3 clusters Score -302642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -302646.875000 Penalty: 2396.552734
	Iteration 40F: 3 clusters Score -302646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -302649.656250 Penalty: 2396.552734
	Iteration 41Q: 3 clusters Score -302649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -302652.781250 Penalty: 2396.552734
	Iteration 42Q: 3 clusters Score -302652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -302657.906250 Penalty: 2396.552734
	Iteration 43Q: 3 clusters Score -302657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -302661.687500 Penalty: 2396.552734
	Iteration 44Q: 3 clusters Score -302661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -302664.125000 Penalty: 2396.552734
	Iteration 45Q: 3 clusters Score -302664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -302667.406250 Penalty: 2396.552734
	Iteration 46Q: 3 clusters Score -302667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -302670.875000 Penalty: 2396.552734
	Iteration 47Q: 3 clusters Score -302670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -302672.656250 Penalty: 2396.552734
	Iteration 48Q: 3 clusters Score -302672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -302673.093750 Penalty: 2396.552734
	Iteration 49Q: 3 clusters Score -302673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -302673.750000 Penalty: 2396.552734
	Iteration 50Q: 3 clusters Score -302673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -302673.843750 Penalty: 2396.552734
	Iteration 51Q: 3 clusters Score -302673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -302673.843750 Penalty: 2396.552734
	Iteration 52F: 3 clusters Score -302673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -936660.500000 Penalty: 1337.443604
	Iteration 0F: 2 clusters Score -936660.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -931152.687500 Penalty: 2674.887207
	Iteration 0F: 3 clusters Score -931152.7 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -932829.625000 Penalty: 2674.887207
	Iteration 1F: 3 clusters Score -932829.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -933059.812500 Penalty: 2674.887207
	Iteration 2F: 3 clusters Score -933059.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -933224.812500 Penalty: 2674.887207
	Iteration 3Q: 3 clusters Score -933224.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -933335.562500 Penalty: 2674.887207
	Iteration 4Q: 3 clusters Score -933335.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -933423.812500 Penalty: 2674.887207
	Iteration 5Q: 3 clusters Score -933423.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -933489.062500 Penalty: 2674.887207
	Iteration 6Q: 3 clusters Score -933489.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -933549.937500 Penalty: 2674.887207
	Iteration 7Q: 3 clusters Score -933549.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -933611.937500 Penalty: 2674.887207
	Iteration 8Q: 3 clusters Score -933611.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -933669.875000 Penalty: 2674.887207
	Iteration 9Q: 3 clusters Score -933669.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -933725.500000 Penalty: 2674.887207
	Iteration 10Q: 3 clusters Score -933725.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -933783.500000 Penalty: 2674.887207
	Iteration 11Q: 3 clusters Score -933783.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -933848.937500 Penalty: 2674.887207
	Iteration 12Q: 3 clusters Score -933848.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -933917.500000 Penalty: 2674.887207
	Iteration 13Q: 3 clusters Score -933917.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -933990.562500 Penalty: 2674.887207
	Iteration 14Q: 3 clusters Score -933990.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -934073.562500 Penalty: 2674.887207
	Iteration 15Q: 3 clusters Score -934073.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -934163.562500 Penalty: 2674.887207
	Iteration 16Q: 3 clusters Score -934163.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -934270.375000 Penalty: 2674.887207
	Iteration 17Q: 3 clusters Score -934270.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -934384.187500 Penalty: 2674.887207
	Iteration 18Q: 3 clusters Score -934384.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -934504.062500 Penalty: 2674.887207
	Iteration 19Q: 3 clusters Score -934504.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -934623.750000 Penalty: 2674.887207
	Iteration 20F: 3 clusters Score -934623.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -934730.562500 Penalty: 2674.887207
	Iteration 21Q: 3 clusters Score -934730.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -934830.437500 Penalty: 2674.887207
	Iteration 22Q: 3 clusters Score -934830.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -934938.437500 Penalty: 2674.887207
	Iteration 23Q: 3 clusters Score -934938.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -935044.812500 Penalty: 2674.887207
	Iteration 24Q: 3 clusters Score -935044.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -935156.437500 Penalty: 2674.887207
	Iteration 25Q: 3 clusters Score -935156.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -935238.375000 Penalty: 2674.887207
	Iteration 26Q: 3 clusters Score -935238.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -935320.562500 Penalty: 2674.887207
	Iteration 27Q: 3 clusters Score -935320.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -935375.187500 Penalty: 2674.887207
	Iteration 28Q: 3 clusters Score -935375.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -935408.375000 Penalty: 2674.887207
	Iteration 29Q: 3 clusters Score -935408.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -935441.562500 Penalty: 2674.887207
	Iteration 30Q: 3 clusters Score -935441.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -935469.312500 Penalty: 2674.887207
	Iteration 31Q: 3 clusters Score -935469.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -935491.312500 Penalty: 2674.887207
	Iteration 32Q: 3 clusters Score -935491.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -935502.812500 Penalty: 2674.887207
	Iteration 33Q: 3 clusters Score -935502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -935508.437500 Penalty: 2674.887207
	Iteration 34Q: 3 clusters Score -935508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -935512.687500 Penalty: 2674.887207
	Iteration 35Q: 3 clusters Score -935512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -935518.062500 Penalty: 2674.887207
	Iteration 36Q: 3 clusters Score -935518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -935520.812500 Penalty: 2674.887207
	Iteration 37Q: 3 clusters Score -935520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -935520.812500 Penalty: 2674.887207
	Iteration 38Q: 3 clusters Score -935520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -935522.250000 Penalty: 2674.887207
	Iteration 39Q: 3 clusters Score -935522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -935525.062500 Penalty: 2674.887207
	Iteration 40F: 3 clusters Score -935525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -935527.625000 Penalty: 2674.887207
	Iteration 41Q: 3 clusters Score -935527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -935531.062500 Penalty: 2674.887207
	Iteration 42Q: 3 clusters Score -935531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -935533.687500 Penalty: 2674.887207
	Iteration 43Q: 3 clusters Score -935533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -935540.312500 Penalty: 2674.887207
	Iteration 44Q: 3 clusters Score -935540.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -935543.375000 Penalty: 2674.887207
	Iteration 45Q: 3 clusters Score -935543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -935549.562500 Penalty: 2674.887207
	Iteration 46Q: 3 clusters Score -935549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -935554.437500 Penalty: 2674.887207
	Iteration 47Q: 3 clusters Score -935554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -935555.125000 Penalty: 2674.887207
	Iteration 48Q: 3 clusters Score -935555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -935556.250000 Penalty: 2674.887207
	Iteration 49Q: 3 clusters Score -935556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -935557.125000 Penalty: 2674.887207
	Iteration 50Q: 3 clusters Score -935557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -935558.062500 Penalty: 2674.887207
	Iteration 51Q: 3 clusters Score -935558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -935557.937500 Penalty: 2674.887207
	Iteration 52Q: 3 clusters Score -935557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -935557.937500 Penalty: 2674.887207
	Iteration 53F: 3 clusters Score -935557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61205.148438 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61205.15 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61431.707031 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61431.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61525.996094 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61586.261719 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61586.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61631.207031 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61631.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61673.535156 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61673.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61744.097656 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61793.597656 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61793.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61847.816406 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61847.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61873.863281 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61873.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61888.843750 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -61888.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61895.609375 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -61895.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61897.332031 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -61897.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61898.546875 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -61898.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61900.175781 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -61900.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61902.386719 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -61902.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61903.761719 Penalty: 1954.241699
	Iteration 16Q: 3 clusters Score -61903.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61905.148438 Penalty: 1954.241699
	Iteration 17Q: 3 clusters Score -61905.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61905.148438 Penalty: 1954.241699
	Iteration 18F: 3 clusters Score -61905.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Entering Unmasked Estep 
Score: -994481.437500 Penalty: 1353.592529
	Iteration 0F: 2 clusters Score -994481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -988353.250000 Penalty: 2707.185059
	Iteration 0F: 3 clusters Score -988353.2 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -990343.250000 Penalty: 2707.185059
	Iteration 1F: 3 clusters Score -990343.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -990659.250000 Penalty: 2707.185059
	Iteration 2F: 3 clusters Score -990659.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -990891.500000 Penalty: 2707.185059
	Iteration 3Q: 3 clusters Score -990891.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -991086.187500 Penalty: 2707.185059
	Iteration 4Q: 3 clusters Score -991086.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -991258.937500 Penalty: 2707.185059
	Iteration 5Q: 3 clusters Score -991258.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -991419.500000 Penalty: 2707.185059
	Iteration 6Q: 3 clusters Score -991419.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -991570.812500 Penalty: 2707.185059
	Iteration 7Q: 3 clusters Score -991570.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -991727.562500 Penalty: 2707.185059
	Iteration 8Q: 3 clusters Score -991727.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -991906.812500 Penalty: 2707.185059
	Iteration 9Q: 3 clusters Score -991906.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -992071.437500 Penalty: 2707.185059
	Iteration 10Q: 3 clusters Score -992071.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -992240.125000 Penalty: 2707.185059
	Iteration 11Q: 3 clusters Score -992240.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -992422.125000 Penalty: 2707.185059
	Iteration 12Q: 3 clusters Score -992422.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -992606.812500 Penalty: 2707.185059
	Iteration 13Q: 3 clusters Score -992606.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -992779.937500 Penalty: 2707.185059
	Iteration 14Q: 3 clusters Score -992779.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -992950.437500 Penalty: 2707.185059
	Iteration 15Q: 3 clusters Score -992950.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -993100.562500 Penalty: 2707.185059
	Iteration 16Q: 3 clusters Score -993100.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -993226.500000 Penalty: 2707.185059
	Iteration 17Q: 3 clusters Score -993226.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -993323.375000 Penalty: 2707.185059
	Iteration 18Q: 3 clusters Score -993323.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -993415.812500 Penalty: 2707.185059
	Iteration 19Q: 3 clusters Score -993415.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -993470.625000 Penalty: 2707.185059
	Iteration 20F: 3 clusters Score -993470.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -993516.125000 Penalty: 2707.185059
	Iteration 21Q: 3 clusters Score -993516.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -993561.562500 Penalty: 2707.185059
	Iteration 22Q: 3 clusters Score -993561.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -993594.312500 Penalty: 2707.185059
	Iteration 23Q: 3 clusters Score -993594.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -993633.000000 Penalty: 2707.185059
	Iteration 24Q: 3 clusters Score -993633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -993661.812500 Penalty: 2707.185059
	Iteration 25Q: 3 clusters Score -993661.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -993679.500000 Penalty: 2707.185059
	Iteration 26Q: 3 clusters Score -993679.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -993694.437500 Penalty: 2707.185059
	Iteration 27Q: 3 clusters Score -993694.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -993703.937500 Penalty: 2707.185059
	Iteration 28Q: 3 clusters Score -993703.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -993713.250000 Penalty: 2707.185059
	Iteration 29Q: 3 clusters Score -993713.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -993728.937500 Penalty: 2707.185059
	Iteration 30Q: 3 clusters Score -993728.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -993738.687500 Penalty: 2707.185059
	Iteration 31Q: 3 clusters Score -993738.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -993753.562500 Penalty: 2707.185059
	Iteration 32Q: 3 clusters Score -993753.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -993766.312500 Penalty: 2707.185059
	Iteration 33Q: 3 clusters Score -993766.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -993782.437500 Penalty: 2707.185059
	Iteration 34Q: 3 clusters Score -993782.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -993796.875000 Penalty: 2707.185059
	Iteration 35Q: 3 clusters Score -993796.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -993813.687500 Penalty: 2707.185059
	Iteration 36Q: 3 clusters Score -993813.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -993831.125000 Penalty: 2707.185059
	Iteration 37Q: 3 clusters Score -993831.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -993841.562500 Penalty: 2707.185059
	Iteration 38Q: 3 clusters Score -993841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -993847.375000 Penalty: 2707.185059
	Iteration 39Q: 3 clusters Score -993847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -993853.562500 Penalty: 2707.185059
	Iteration 40F: 3 clusters Score -993853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -993856.125000 Penalty: 2707.185059
	Iteration 41Q: 3 clusters Score -993856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -993862.937500 Penalty: 2707.185059
	Iteration 42Q: 3 clusters Score -993862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -993864.062500 Penalty: 2707.185059
	Iteration 43Q: 3 clusters Score -993864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -993867.687500 Penalty: 2707.185059
	Iteration 44Q: 3 clusters Score -993867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -993871.250000 Penalty: 2707.185059
	Iteration 45Q: 3 clusters Score -993871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -993872.750000 Penalty: 2707.185059
	Iteration 46Q: 3 clusters Score -993872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -993870.937500 Penalty: 2707.185059
	Iteration 47Q: 3 clusters Score -993870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -993869.750000 Penalty: 2707.185059
	Iteration 48Q: 3 clusters Score -993869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -993869.750000 Penalty: 2707.185059
	Iteration 49F: 3 clusters Score -993869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -1171555.625000 Penalty: 1379.197144
	Iteration 0F: 2 clusters Score -1171556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1164388.875000 Penalty: 2758.394287
	Iteration 0F: 3 clusters Score -1164389 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1166796.500000 Penalty: 2758.394287
	Iteration 1F: 3 clusters Score -1166796 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1167141.625000 Penalty: 2758.394287
	Iteration 2F: 3 clusters Score -1167142 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1167393.500000 Penalty: 2758.394287
	Iteration 3F: 3 clusters Score -1167394 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1167594.750000 Penalty: 2758.394287
	Iteration 4Q: 3 clusters Score -1167595 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1167765.750000 Penalty: 2758.394287
	Iteration 5Q: 3 clusters Score -1167766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1167941.750000 Penalty: 2758.394287
	Iteration 6Q: 3 clusters Score -1167942 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1168132.250000 Penalty: 2758.394287
	Iteration 7Q: 3 clusters Score -1168132 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1168324.750000 Penalty: 2758.394287
	Iteration 8Q: 3 clusters Score -1168325 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1168547.125000 Penalty: 2758.394287
	Iteration 9Q: 3 clusters Score -1168547 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1168796.625000 Penalty: 2758.394287
	Iteration 10Q: 3 clusters Score -1168797 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1169064.750000 Penalty: 2758.394287
	Iteration 11Q: 3 clusters Score -1169065 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1169314.000000 Penalty: 2758.394287
	Iteration 12Q: 3 clusters Score -1169314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1169522.750000 Penalty: 2758.394287
	Iteration 13Q: 3 clusters Score -1169523 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1169755.125000 Penalty: 2758.394287
	Iteration 14Q: 3 clusters Score -1169755 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1169960.625000 Penalty: 2758.394287
	Iteration 15Q: 3 clusters Score -1169961 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1170108.625000 Penalty: 2758.394287
	Iteration 16Q: 3 clusters Score -1170109 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1170224.500000 Penalty: 2758.394287
	Iteration 17Q: 3 clusters Score -1170224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1170320.125000 Penalty: 2758.394287
	Iteration 18Q: 3 clusters Score -1170320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1170393.500000 Penalty: 2758.394287
	Iteration 19Q: 3 clusters Score -1170394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1170450.375000 Penalty: 2758.394287
	Iteration 20F: 3 clusters Score -1170450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1170482.875000 Penalty: 2758.394287
	Iteration 21Q: 3 clusters Score -1170483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1170505.750000 Penalty: 2758.394287
	Iteration 22Q: 3 clusters Score -1170506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1170520.000000 Penalty: 2758.394287
	Iteration 23Q: 3 clusters Score -1170520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1170534.875000 Penalty: 2758.394287
	Iteration 24Q: 3 clusters Score -1170535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1170541.500000 Penalty: 2758.394287
	Iteration 25Q: 3 clusters Score -1170542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1170542.000000 Penalty: 2758.394287
	Iteration 26Q: 3 clusters Score -1170542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1170545.750000 Penalty: 2758.394287
	Iteration 27Q: 3 clusters Score -1170546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1170547.125000 Penalty: 2758.394287
	Iteration 28Q: 3 clusters Score -1170547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1170550.875000 Penalty: 2758.394287
	Iteration 29Q: 3 clusters Score -1170551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1170555.500000 Penalty: 2758.394287
	Iteration 30Q: 3 clusters Score -1170556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1170557.125000 Penalty: 2758.394287
	Iteration 31Q: 3 clusters Score -1170557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1170558.125000 Penalty: 2758.394287
	Iteration 32Q: 3 clusters Score -1170558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1170560.750000 Penalty: 2758.394287
	Iteration 33Q: 3 clusters Score -1170561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1170567.750000 Penalty: 2758.394287
	Iteration 34Q: 3 clusters Score -1170568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1170573.250000 Penalty: 2758.394287
	Iteration 35Q: 3 clusters Score -1170573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1170577.750000 Penalty: 2758.394287
	Iteration 36Q: 3 clusters Score -1170578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1170578.750000 Penalty: 2758.394287
	Iteration 37Q: 3 clusters Score -1170579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1170580.875000 Penalty: 2758.394287
	Iteration 38Q: 3 clusters Score -1170581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1170580.875000 Penalty: 2758.394287
	Iteration 39F: 3 clusters Score -1170581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Entering Unmasked Estep 
Score: -472931.343750 Penalty: 1243.105469
	Iteration 0F: 2 clusters Score -472931.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -469719.125000 Penalty: 2486.210938
	Iteration 0F: 3 clusters Score -469719.1 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -470630.250000 Penalty: 2486.210938
	Iteration 1F: 3 clusters Score -470630.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -470814.250000 Penalty: 2486.210938
	Iteration 2F: 3 clusters Score -470814.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -470923.437500 Penalty: 2486.210938
	Iteration 3Q: 3 clusters Score -470923.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -470991.062500 Penalty: 2486.210938
	Iteration 4Q: 3 clusters Score -470991.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -471053.437500 Penalty: 2486.210938
	Iteration 5Q: 3 clusters Score -471053.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -471119.968750 Penalty: 2486.210938
	Iteration 6Q: 3 clusters Score -471120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -471171.218750 Penalty: 2486.210938
	Iteration 7Q: 3 clusters Score -471171.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -471211.718750 Penalty: 2486.210938
	Iteration 8Q: 3 clusters Score -471211.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -471246.718750 Penalty: 2486.210938
	Iteration 9Q: 3 clusters Score -471246.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -471274.312500 Penalty: 2486.210938
	Iteration 10Q: 3 clusters Score -471274.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -471309.125000 Penalty: 2486.210938
	Iteration 11Q: 3 clusters Score -471309.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -471345.781250 Penalty: 2486.210938
	Iteration 12Q: 3 clusters Score -471345.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -471383.937500 Penalty: 2486.210938
	Iteration 13Q: 3 clusters Score -471383.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -471416.531250 Penalty: 2486.210938
	Iteration 14Q: 3 clusters Score -471416.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -471442.500000 Penalty: 2486.210938
	Iteration 15Q: 3 clusters Score -471442.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -471455.843750 Penalty: 2486.210938
	Iteration 16Q: 3 clusters Score -471455.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -471468.125000 Penalty: 2486.210938
	Iteration 17Q: 3 clusters Score -471468.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -471480.187500 Penalty: 2486.210938
	Iteration 18Q: 3 clusters Score -471480.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -471496.843750 Penalty: 2486.210938
	Iteration 19Q: 3 clusters Score -471496.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -471508.468750 Penalty: 2486.210938
	Iteration 20F: 3 clusters Score -471508.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -471518.562500 Penalty: 2486.210938
	Iteration 21Q: 3 clusters Score -471518.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -471531.687500 Penalty: 2486.210938
	Iteration 22Q: 3 clusters Score -471531.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -471541.468750 Penalty: 2486.210938
	Iteration 23Q: 3 clusters Score -471541.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -471550.781250 Penalty: 2486.210938
	Iteration 24Q: 3 clusters Score -471550.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -471570.843750 Penalty: 2486.210938
	Iteration 25Q: 3 clusters Score -471570.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -471586.406250 Penalty: 2486.210938
	Iteration 26Q: 3 clusters Score -471586.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -471604.000000 Penalty: 2486.210938
	Iteration 27Q: 3 clusters Score -471604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -471630.906250 Penalty: 2486.210938
	Iteration 28Q: 3 clusters Score -471630.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -471648.937500 Penalty: 2486.210938
	Iteration 29Q: 3 clusters Score -471648.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -471674.218750 Penalty: 2486.210938
	Iteration 30Q: 3 clusters Score -471674.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -471701.156250 Penalty: 2486.210938
	Iteration 31Q: 3 clusters Score -471701.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -471732.718750 Penalty: 2486.210938
	Iteration 32Q: 3 clusters Score -471732.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -471760.968750 Penalty: 2486.210938
	Iteration 33Q: 3 clusters Score -471761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -471783.343750 Penalty: 2486.210938
	Iteration 34Q: 3 clusters Score -471783.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -471817.906250 Penalty: 2486.210938
	Iteration 35Q: 3 clusters Score -471817.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -471841.468750 Penalty: 2486.210938
	Iteration 36Q: 3 clusters Score -471841.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -471861.812500 Penalty: 2486.210938
	Iteration 37Q: 3 clusters Score -471861.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -471882.562500 Penalty: 2486.210938
	Iteration 38Q: 3 clusters Score -471882.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -471901.218750 Penalty: 2486.210938
	Iteration 39Q: 3 clusters Score -471901.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -471916.218750 Penalty: 2486.210938
	Iteration 40F: 3 clusters Score -471916.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -471923.843750 Penalty: 2486.210938
	Iteration 41Q: 3 clusters Score -471923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -471929.781250 Penalty: 2486.210938
	Iteration 42Q: 3 clusters Score -471929.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -471937.593750 Penalty: 2486.210938
	Iteration 43Q: 3 clusters Score -471937.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -471943.968750 Penalty: 2486.210938
	Iteration 44Q: 3 clusters Score -471944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -471950.093750 Penalty: 2486.210938
	Iteration 45Q: 3 clusters Score -471950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -471955.125000 Penalty: 2486.210938
	Iteration 46Q: 3 clusters Score -471955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -471960.343750 Penalty: 2486.210938
	Iteration 47Q: 3 clusters Score -471960.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -471964.531250 Penalty: 2486.210938
	Iteration 48Q: 3 clusters Score -471964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -471965.812500 Penalty: 2486.210938
	Iteration 49Q: 3 clusters Score -471965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -471967.250000 Penalty: 2486.210938
	Iteration 50Q: 3 clusters Score -471967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -471968.531250 Penalty: 2486.210938
	Iteration 51Q: 3 clusters Score -471968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -471970.843750 Penalty: 2486.210938
	Iteration 52Q: 3 clusters Score -471970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -471970.812500 Penalty: 2486.210938
	Iteration 53Q: 3 clusters Score -471970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -471971.718750 Penalty: 2486.210938
	Iteration 54Q: 3 clusters Score -471971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -471972.906250 Penalty: 2486.210938
	Iteration 55Q: 3 clusters Score -471972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -471974.781250 Penalty: 2486.210938
	Iteration 56Q: 3 clusters Score -471974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -471974.781250 Penalty: 2486.210938
	Iteration 57F: 3 clusters Score -471974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -945441.750000 Penalty: 1348.160034
	Iteration 0F: 2 clusters Score -945441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -939558.125000 Penalty: 2696.320068
	Iteration 0F: 3 clusters Score -939558.1 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -941434.000000 Penalty: 2696.320068
	Iteration 1F: 3 clusters Score -941434 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -941736.000000 Penalty: 2696.320068
	Iteration 2F: 3 clusters Score -941736 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -941946.125000 Penalty: 2696.320068
	Iteration 3F: 3 clusters Score -941946.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -942091.312500 Penalty: 2696.320068
	Iteration 4Q: 3 clusters Score -942091.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -942200.250000 Penalty: 2696.320068
	Iteration 5Q: 3 clusters Score -942200.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -942289.937500 Penalty: 2696.320068
	Iteration 6Q: 3 clusters Score -942289.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -942367.687500 Penalty: 2696.320068
	Iteration 7Q: 3 clusters Score -942367.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -942432.812500 Penalty: 2696.320068
	Iteration 8Q: 3 clusters Score -942432.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -942484.125000 Penalty: 2696.320068
	Iteration 9Q: 3 clusters Score -942484.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -942530.625000 Penalty: 2696.320068
	Iteration 10Q: 3 clusters Score -942530.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -942581.937500 Penalty: 2696.320068
	Iteration 11Q: 3 clusters Score -942581.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -942635.875000 Penalty: 2696.320068
	Iteration 12Q: 3 clusters Score -942635.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -942688.250000 Penalty: 2696.320068
	Iteration 13Q: 3 clusters Score -942688.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -942755.000000 Penalty: 2696.320068
	Iteration 14Q: 3 clusters Score -942755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -942831.437500 Penalty: 2696.320068
	Iteration 15Q: 3 clusters Score -942831.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -942920.562500 Penalty: 2696.320068
	Iteration 16Q: 3 clusters Score -942920.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -943014.000000 Penalty: 2696.320068
	Iteration 17Q: 3 clusters Score -943014 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -943123.687500 Penalty: 2696.320068
	Iteration 18Q: 3 clusters Score -943123.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -943246.437500 Penalty: 2696.320068
	Iteration 19Q: 3 clusters Score -943246.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -943400.625000 Penalty: 2696.320068
	Iteration 20F: 3 clusters Score -943400.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -943559.562500 Penalty: 2696.320068
	Iteration 21Q: 3 clusters Score -943559.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -943708.812500 Penalty: 2696.320068
	Iteration 22Q: 3 clusters Score -943708.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -943827.375000 Penalty: 2696.320068
	Iteration 23Q: 3 clusters Score -943827.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -943947.812500 Penalty: 2696.320068
	Iteration 24Q: 3 clusters Score -943947.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -944075.750000 Penalty: 2696.320068
	Iteration 25Q: 3 clusters Score -944075.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -944185.875000 Penalty: 2696.320068
	Iteration 26Q: 3 clusters Score -944185.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -944273.000000 Penalty: 2696.320068
	Iteration 27Q: 3 clusters Score -944273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -944348.687500 Penalty: 2696.320068
	Iteration 28Q: 3 clusters Score -944348.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -944405.312500 Penalty: 2696.320068
	Iteration 29Q: 3 clusters Score -944405.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -944453.062500 Penalty: 2696.320068
	Iteration 30Q: 3 clusters Score -944453.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -944481.875000 Penalty: 2696.320068
	Iteration 31Q: 3 clusters Score -944481.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -944511.187500 Penalty: 2696.320068
	Iteration 32Q: 3 clusters Score -944511.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -944526.250000 Penalty: 2696.320068
	Iteration 33Q: 3 clusters Score -944526.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -944536.375000 Penalty: 2696.320068
	Iteration 34Q: 3 clusters Score -944536.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -944546.625000 Penalty: 2696.320068
	Iteration 35Q: 3 clusters Score -944546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -944553.812500 Penalty: 2696.320068
	Iteration 36Q: 3 clusters Score -944553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -944559.500000 Penalty: 2696.320068
	Iteration 37Q: 3 clusters Score -944559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -944564.000000 Penalty: 2696.320068
	Iteration 38Q: 3 clusters Score -944564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -944565.062500 Penalty: 2696.320068
	Iteration 39Q: 3 clusters Score -944565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -944568.375000 Penalty: 2696.320068
	Iteration 40F: 3 clusters Score -944568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -944572.562500 Penalty: 2696.320068
	Iteration 41Q: 3 clusters Score -944572.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -944574.062500 Penalty: 2696.320068
	Iteration 42Q: 3 clusters Score -944574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -944574.187500 Penalty: 2696.320068
	Iteration 43Q: 3 clusters Score -944574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -944574.187500 Penalty: 2696.320068
	Iteration 44F: 3 clusters Score -944574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Entering Unmasked Estep 
Score: -5166513.500000 Penalty: 1591.346436
	Iteration 0F: 2 clusters Score -5166514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5137657.000000 Penalty: 3182.692871
	Iteration 0F: 3 clusters Score -5137657 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5148948.000000 Penalty: 3182.692871
	Iteration 1F: 3 clusters Score -5148948 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5149445.000000 Penalty: 3182.692871
	Iteration 2Q: 3 clusters Score -5149445 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5149915.000000 Penalty: 3182.692871
	Iteration 3Q: 3 clusters Score -5149915 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5150496.000000 Penalty: 3182.692871
	Iteration 4Q: 3 clusters Score -5150496 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -5151179.000000 Penalty: 3182.692871
	Iteration 5Q: 3 clusters Score -5151179 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5152163.500000 Penalty: 3182.692871
	Iteration 6Q: 3 clusters Score -5152164 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5153650.000000 Penalty: 3182.692871
	Iteration 7F: 3 clusters Score -5153650 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -5155525.000000 Penalty: 3182.692871
	Iteration 8F: 3 clusters Score -5155525 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5157847.000000 Penalty: 3182.692871
	Iteration 9F: 3 clusters Score -5157847 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5160277.500000 Penalty: 3182.692871
	Iteration 10F: 3 clusters Score -5160278 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5162248.500000 Penalty: 3182.692871
	Iteration 11F: 3 clusters Score -5162248 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5163569.000000 Penalty: 3182.692871
	Iteration 12Q: 3 clusters Score -5163569 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5164283.000000 Penalty: 3182.692871
	Iteration 13Q: 3 clusters Score -5164283 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5164662.500000 Penalty: 3182.692871
	Iteration 14Q: 3 clusters Score -5164662 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5164869.500000 Penalty: 3182.692871
	Iteration 15Q: 3 clusters Score -5164870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5165004.000000 Penalty: 3182.692871
	Iteration 16Q: 3 clusters Score -5165004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5165059.000000 Penalty: 3182.692871
	Iteration 17Q: 3 clusters Score -5165059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5165116.000000 Penalty: 3182.692871
	Iteration 18Q: 3 clusters Score -5165116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5165139.000000 Penalty: 3182.692871
	Iteration 19Q: 3 clusters Score -5165139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5165163.500000 Penalty: 3182.692871
	Iteration 20F: 3 clusters Score -5165164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5165191.500000 Penalty: 3182.692871
	Iteration 21Q: 3 clusters Score -5165192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5165209.000000 Penalty: 3182.692871
	Iteration 22Q: 3 clusters Score -5165209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -5165220.000000 Penalty: 3182.692871
	Iteration 23Q: 3 clusters Score -5165220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5165230.000000 Penalty: 3182.692871
	Iteration 24Q: 3 clusters Score -5165230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5165249.000000 Penalty: 3182.692871
	Iteration 25Q: 3 clusters Score -5165249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5165257.500000 Penalty: 3182.692871
	Iteration 26Q: 3 clusters Score -5165258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5165252.000000 Penalty: 3182.692871
	Iteration 27Q: 3 clusters Score -5165252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5165251.500000 Penalty: 3182.692871
	Iteration 28Q: 3 clusters Score -5165252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5165256.000000 Penalty: 3182.692871
	Iteration 29Q: 3 clusters Score -5165256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5165266.500000 Penalty: 3182.692871
	Iteration 30Q: 3 clusters Score -5165266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5165270.500000 Penalty: 3182.692871
	Iteration 31Q: 3 clusters Score -5165270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5165268.500000 Penalty: 3182.692871
	Iteration 32Q: 3 clusters Score -5165268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5165272.500000 Penalty: 3182.692871
	Iteration 33Q: 3 clusters Score -5165272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5165274.000000 Penalty: 3182.692871
	Iteration 34Q: 3 clusters Score -5165274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5165274.000000 Penalty: 3182.692871
	Iteration 35F: 3 clusters Score -5165274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -160530.531250 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -160530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -158921.875000 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -158921.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -159308.578125 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -159308.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159422.578125 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -159422.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159475.250000 Penalty: 2178.982666
	Iteration 3Q: 3 clusters Score -159475.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159502.578125 Penalty: 2178.982666
	Iteration 4Q: 3 clusters Score -159502.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159517.515625 Penalty: 2178.982666
	Iteration 5Q: 3 clusters Score -159517.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159529.765625 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -159529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159545.609375 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -159545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -159556.187500 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -159556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159567.437500 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -159567.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159572.765625 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -159572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159574.828125 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -159574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159575.546875 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -159575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159576.187500 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -159576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159576.531250 Penalty: 2178.982666
	Iteration 14Q: 3 clusters Score -159576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159578.093750 Penalty: 2178.982666
	Iteration 15Q: 3 clusters Score -159578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159578.984375 Penalty: 2178.982666
	Iteration 16Q: 3 clusters Score -159579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159580.234375 Penalty: 2178.982666
	Iteration 17Q: 3 clusters Score -159580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159583.906250 Penalty: 2178.982666
	Iteration 18Q: 3 clusters Score -159583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159585.718750 Penalty: 2178.982666
	Iteration 19Q: 3 clusters Score -159585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159588.375000 Penalty: 2178.982666
	Iteration 20F: 3 clusters Score -159588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159592.375000 Penalty: 2178.982666
	Iteration 21Q: 3 clusters Score -159592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159598.343750 Penalty: 2178.982666
	Iteration 22Q: 3 clusters Score -159598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159602.109375 Penalty: 2178.982666
	Iteration 23Q: 3 clusters Score -159602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159609.843750 Penalty: 2178.982666
	Iteration 24Q: 3 clusters Score -159609.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159614.359375 Penalty: 2178.982666
	Iteration 25Q: 3 clusters Score -159614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159617.515625 Penalty: 2178.982666
	Iteration 26Q: 3 clusters Score -159617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159625.062500 Penalty: 2178.982666
	Iteration 27Q: 3 clusters Score -159625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159628.312500 Penalty: 2178.982666
	Iteration 28Q: 3 clusters Score -159628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159632.125000 Penalty: 2178.982666
	Iteration 29Q: 3 clusters Score -159632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159635.265625 Penalty: 2178.982666
	Iteration 30Q: 3 clusters Score -159635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159639.796875 Penalty: 2178.982666
	Iteration 31Q: 3 clusters Score -159639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159641.250000 Penalty: 2178.982666
	Iteration 32Q: 3 clusters Score -159641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159642.640625 Penalty: 2178.982666
	Iteration 33Q: 3 clusters Score -159642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159644.718750 Penalty: 2178.982666
	Iteration 34Q: 3 clusters Score -159644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159648.906250 Penalty: 2178.982666
	Iteration 35Q: 3 clusters Score -159648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159650.921875 Penalty: 2178.982666
	Iteration 36Q: 3 clusters Score -159650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159653.875000 Penalty: 2178.982666
	Iteration 37Q: 3 clusters Score -159653.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159658.312500 Penalty: 2178.982666
	Iteration 38Q: 3 clusters Score -159658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159662.984375 Penalty: 2178.982666
	Iteration 39Q: 3 clusters Score -159663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159668.500000 Penalty: 2178.982666
	Iteration 40F: 3 clusters Score -159668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159671.671875 Penalty: 2178.982666
	Iteration 41Q: 3 clusters Score -159671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159674.171875 Penalty: 2178.982666
	Iteration 42Q: 3 clusters Score -159674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159676.015625 Penalty: 2178.982666
	Iteration 43Q: 3 clusters Score -159676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159677.531250 Penalty: 2178.982666
	Iteration 44Q: 3 clusters Score -159677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159678.890625 Penalty: 2178.982666
	Iteration 45Q: 3 clusters Score -159678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159681.125000 Penalty: 2178.982666
	Iteration 46Q: 3 clusters Score -159681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159682.203125 Penalty: 2178.982666
	Iteration 47Q: 3 clusters Score -159682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159682.203125 Penalty: 2178.982666
	Iteration 48F: 3 clusters Score -159682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Entering Unmasked Estep 
Score: -3235084.000000 Penalty: 1520.368652
	Iteration 0F: 2 clusters Score -3235084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3217167.750000 Penalty: 3040.737305
	Iteration 0F: 3 clusters Score -3217168 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3224042.250000 Penalty: 3040.737305
	Iteration 1F: 3 clusters Score -3224042 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3224840.500000 Penalty: 3040.737305
	Iteration 2F: 3 clusters Score -3224840 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3225700.000000 Penalty: 3040.737305
	Iteration 3F: 3 clusters Score -3225700 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3226630.750000 Penalty: 3040.737305
	Iteration 4F: 3 clusters Score -3226631 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3227635.500000 Penalty: 3040.737305
	Iteration 5F: 3 clusters Score -3227636 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3228704.250000 Penalty: 3040.737305
	Iteration 6F: 3 clusters Score -3228704 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3229803.750000 Penalty: 3040.737305
	Iteration 7F: 3 clusters Score -3229804 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3230769.250000 Penalty: 3040.737305
	Iteration 8F: 3 clusters Score -3230769 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3231652.000000 Penalty: 3040.737305
	Iteration 9Q: 3 clusters Score -3231652 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3232396.500000 Penalty: 3040.737305
	Iteration 10Q: 3 clusters Score -3232396 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3233011.500000 Penalty: 3040.737305
	Iteration 11Q: 3 clusters Score -3233012 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3233495.500000 Penalty: 3040.737305
	Iteration 12Q: 3 clusters Score -3233496 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3233825.000000 Penalty: 3040.737305
	Iteration 13Q: 3 clusters Score -3233825 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3234077.500000 Penalty: 3040.737305
	Iteration 14Q: 3 clusters Score -3234078 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3234230.750000 Penalty: 3040.737305
	Iteration 15Q: 3 clusters Score -3234231 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3234353.500000 Penalty: 3040.737305
	Iteration 16Q: 3 clusters Score -3234354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3234435.000000 Penalty: 3040.737305
	Iteration 17Q: 3 clusters Score -3234435 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3234512.000000 Penalty: 3040.737305
	Iteration 18Q: 3 clusters Score -3234512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3234574.750000 Penalty: 3040.737305
	Iteration 19Q: 3 clusters Score -3234575 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3234627.750000 Penalty: 3040.737305
	Iteration 20F: 3 clusters Score -3234628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3234663.250000 Penalty: 3040.737305
	Iteration 21Q: 3 clusters Score -3234663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3234672.500000 Penalty: 3040.737305
	Iteration 22Q: 3 clusters Score -3234672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3234708.000000 Penalty: 3040.737305
	Iteration 23Q: 3 clusters Score -3234708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3234717.000000 Penalty: 3040.737305
	Iteration 24Q: 3 clusters Score -3234717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3234729.750000 Penalty: 3040.737305
	Iteration 25Q: 3 clusters Score -3234730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3234738.750000 Penalty: 3040.737305
	Iteration 26Q: 3 clusters Score -3234739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3234752.500000 Penalty: 3040.737305
	Iteration 27Q: 3 clusters Score -3234752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3234753.000000 Penalty: 3040.737305
	Iteration 28Q: 3 clusters Score -3234753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3234762.000000 Penalty: 3040.737305
	Iteration 29Q: 3 clusters Score -3234762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3234760.000000 Penalty: 3040.737305
	Iteration 30Q: 3 clusters Score -3234760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3234769.500000 Penalty: 3040.737305
	Iteration 31Q: 3 clusters Score -3234770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3234770.250000 Penalty: 3040.737305
	Iteration 32Q: 3 clusters Score -3234770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3234778.000000 Penalty: 3040.737305
	Iteration 33Q: 3 clusters Score -3234778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3234775.500000 Penalty: 3040.737305
	Iteration 34Q: 3 clusters Score -3234776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3234781.000000 Penalty: 3040.737305
	Iteration 35Q: 3 clusters Score -3234781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3234779.500000 Penalty: 3040.737305
	Iteration 36Q: 3 clusters Score -3234780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3234780.000000 Penalty: 3040.737305
	Iteration 37Q: 3 clusters Score -3234780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3234780.000000 Penalty: 3040.737305
	Iteration 38Q: 3 clusters Score -3234780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3234780.000000 Penalty: 3040.737305
	Iteration 39F: 3 clusters Score -3234780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -625112.812500 Penalty: 1283.635986
	Iteration 0F: 2 clusters Score -625112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -621058.687500 Penalty: 2567.271973
	Iteration 0F: 3 clusters Score -621058.7 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -622242.500000 Penalty: 2567.271973
	Iteration 1F: 3 clusters Score -622242.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -622477.875000 Penalty: 2567.271973
	Iteration 2F: 3 clusters Score -622477.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -622625.625000 Penalty: 2567.271973
	Iteration 3Q: 3 clusters Score -622625.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -622735.437500 Penalty: 2567.271973
	Iteration 4Q: 3 clusters Score -622735.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -622812.250000 Penalty: 2567.271973
	Iteration 5Q: 3 clusters Score -622812.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -622877.312500 Penalty: 2567.271973
	Iteration 6Q: 3 clusters Score -622877.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -622929.812500 Penalty: 2567.271973
	Iteration 7Q: 3 clusters Score -622929.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -622974.625000 Penalty: 2567.271973
	Iteration 8Q: 3 clusters Score -622974.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -623015.875000 Penalty: 2567.271973
	Iteration 9Q: 3 clusters Score -623015.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -623047.875000 Penalty: 2567.271973
	Iteration 10Q: 3 clusters Score -623047.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -623083.937500 Penalty: 2567.271973
	Iteration 11Q: 3 clusters Score -623083.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -623121.687500 Penalty: 2567.271973
	Iteration 12Q: 3 clusters Score -623121.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -623154.750000 Penalty: 2567.271973
	Iteration 13Q: 3 clusters Score -623154.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -623190.750000 Penalty: 2567.271973
	Iteration 14Q: 3 clusters Score -623190.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -623237.250000 Penalty: 2567.271973
	Iteration 15Q: 3 clusters Score -623237.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -623277.875000 Penalty: 2567.271973
	Iteration 16Q: 3 clusters Score -623277.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -623319.187500 Penalty: 2567.271973
	Iteration 17Q: 3 clusters Score -623319.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -623363.875000 Penalty: 2567.271973
	Iteration 18Q: 3 clusters Score -623363.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -623410.312500 Penalty: 2567.271973
	Iteration 19Q: 3 clusters Score -623410.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -623474.750000 Penalty: 2567.271973
	Iteration 20F: 3 clusters Score -623474.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -623544.562500 Penalty: 2567.271973
	Iteration 21Q: 3 clusters Score -623544.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -623621.625000 Penalty: 2567.271973
	Iteration 22Q: 3 clusters Score -623621.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -623692.500000 Penalty: 2567.271973
	Iteration 23Q: 3 clusters Score -623692.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -623745.250000 Penalty: 2567.271973
	Iteration 24Q: 3 clusters Score -623745.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -623775.437500 Penalty: 2567.271973
	Iteration 25Q: 3 clusters Score -623775.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -623803.875000 Penalty: 2567.271973
	Iteration 26Q: 3 clusters Score -623803.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -623833.312500 Penalty: 2567.271973
	Iteration 27Q: 3 clusters Score -623833.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -623858.187500 Penalty: 2567.271973
	Iteration 28Q: 3 clusters Score -623858.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -623878.500000 Penalty: 2567.271973
	Iteration 29Q: 3 clusters Score -623878.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -623896.625000 Penalty: 2567.271973
	Iteration 30Q: 3 clusters Score -623896.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -623914.375000 Penalty: 2567.271973
	Iteration 31Q: 3 clusters Score -623914.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -623928.187500 Penalty: 2567.271973
	Iteration 32Q: 3 clusters Score -623928.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -623941.750000 Penalty: 2567.271973
	Iteration 33Q: 3 clusters Score -623941.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -623964.375000 Penalty: 2567.271973
	Iteration 34Q: 3 clusters Score -623964.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -623982.875000 Penalty: 2567.271973
	Iteration 35Q: 3 clusters Score -623982.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -623998.125000 Penalty: 2567.271973
	Iteration 36Q: 3 clusters Score -623998.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -624015.437500 Penalty: 2567.271973
	Iteration 37Q: 3 clusters Score -624015.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -624026.812500 Penalty: 2567.271973
	Iteration 38Q: 3 clusters Score -624026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -624032.500000 Penalty: 2567.271973
	Iteration 39Q: 3 clusters Score -624032.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -624039.062500 Penalty: 2567.271973
	Iteration 40F: 3 clusters Score -624039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -624041.562500 Penalty: 2567.271973
	Iteration 41Q: 3 clusters Score -624041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -624045.187500 Penalty: 2567.271973
	Iteration 42Q: 3 clusters Score -624045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -624047.000000 Penalty: 2567.271973
	Iteration 43Q: 3 clusters Score -624047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -624047.687500 Penalty: 2567.271973
	Iteration 44Q: 3 clusters Score -624047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -624049.125000 Penalty: 2567.271973
	Iteration 45Q: 3 clusters Score -624049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -624051.687500 Penalty: 2567.271973
	Iteration 46Q: 3 clusters Score -624051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -624051.937500 Penalty: 2567.271973
	Iteration 47Q: 3 clusters Score -624051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -624051.937500 Penalty: 2567.271973
	Iteration 48Q: 3 clusters Score -624051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -624053.500000 Penalty: 2567.271973
	Iteration 49Q: 3 clusters Score -624053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -624053.625000 Penalty: 2567.271973
	Iteration 50Q: 3 clusters Score -624053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -624053.625000 Penalty: 2567.271973
	Iteration 51F: 3 clusters Score -624053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Entering Unmasked Estep 
Score: -1835224.750000 Penalty: 1436.333740
	Iteration 0F: 2 clusters Score -1835225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1825001.125000 Penalty: 2872.667480
	Iteration 0F: 3 clusters Score -1825001 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1828491.750000 Penalty: 2872.667480
	Iteration 1F: 3 clusters Score -1828492 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1828860.625000 Penalty: 2872.667480
	Iteration 2F: 3 clusters Score -1828861 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1829188.875000 Penalty: 2872.667480
	Iteration 3Q: 3 clusters Score -1829189 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1829566.500000 Penalty: 2872.667480
	Iteration 4F: 3 clusters Score -1829566 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1829965.500000 Penalty: 2872.667480
	Iteration 5Q: 3 clusters Score -1829966 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1830516.750000 Penalty: 2872.667480
	Iteration 6F: 3 clusters Score -1830517 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1831186.750000 Penalty: 2872.667480
	Iteration 7F: 3 clusters Score -1831187 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1831947.625000 Penalty: 2872.667480
	Iteration 8F: 3 clusters Score -1831948 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1832660.500000 Penalty: 2872.667480
	Iteration 9F: 3 clusters Score -1832660 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1833193.125000 Penalty: 2872.667480
	Iteration 10Q: 3 clusters Score -1833193 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1833555.625000 Penalty: 2872.667480
	Iteration 11Q: 3 clusters Score -1833556 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1833773.000000 Penalty: 2872.667480
	Iteration 12Q: 3 clusters Score -1833773 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1833888.500000 Penalty: 2872.667480
	Iteration 13Q: 3 clusters Score -1833888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1833966.750000 Penalty: 2872.667480
	Iteration 14Q: 3 clusters Score -1833967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1834013.125000 Penalty: 2872.667480
	Iteration 15Q: 3 clusters Score -1834013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1834043.000000 Penalty: 2872.667480
	Iteration 16Q: 3 clusters Score -1834043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1834060.375000 Penalty: 2872.667480
	Iteration 17Q: 3 clusters Score -1834060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1834078.500000 Penalty: 2872.667480
	Iteration 18Q: 3 clusters Score -1834078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1834087.750000 Penalty: 2872.667480
	Iteration 19Q: 3 clusters Score -1834088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1834097.750000 Penalty: 2872.667480
	Iteration 20F: 3 clusters Score -1834098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1834103.750000 Penalty: 2872.667480
	Iteration 21Q: 3 clusters Score -1834104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1834109.875000 Penalty: 2872.667480
	Iteration 22Q: 3 clusters Score -1834110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1834110.500000 Penalty: 2872.667480
	Iteration 23Q: 3 clusters Score -1834110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1834114.500000 Penalty: 2872.667480
	Iteration 24Q: 3 clusters Score -1834114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1834114.500000 Penalty: 2872.667480
	Iteration 25F: 3 clusters Score -1834114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21494.335938 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21494.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21620.509766 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21620.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21642.572266 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21642.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21650.437500 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21650.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21660.513672 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21660.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21660.513672 Penalty: 1659.402466
	Iteration 5F: 3 clusters Score -21660.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Entering Unmasked Estep 
Score: -5450283.500000 Penalty: 1600.201904
	Iteration 0F: 2 clusters Score -5450284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -5419694.000000 Penalty: 3200.403809
	Iteration 0F: 3 clusters Score -5419694 nChanged 21591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5431786.500000 Penalty: 3200.403809
	Iteration 1F: 3 clusters Score -5431786 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -5432647.000000 Penalty: 3200.403809
	Iteration 2Q: 3 clusters Score -5432647 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -5433925.500000 Penalty: 3200.403809
	Iteration 3F: 3 clusters Score -5433926 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -5435833.000000 Penalty: 3200.403809
	Iteration 4F: 3 clusters Score -5435833 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5438446.000000 Penalty: 3200.403809
	Iteration 5F: 3 clusters Score -5438446 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5441549.000000 Penalty: 3200.403809
	Iteration 6F: 3 clusters Score -5441549 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5444438.000000 Penalty: 3200.403809
	Iteration 7F: 3 clusters Score -5444438 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5446532.500000 Penalty: 3200.403809
	Iteration 8Q: 3 clusters Score -5446532 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5447827.000000 Penalty: 3200.403809
	Iteration 9Q: 3 clusters Score -5447827 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5448482.500000 Penalty: 3200.403809
	Iteration 10Q: 3 clusters Score -5448482 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5448814.000000 Penalty: 3200.403809
	Iteration 11Q: 3 clusters Score -5448814 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5449002.500000 Penalty: 3200.403809
	Iteration 12Q: 3 clusters Score -5449002 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -5449105.500000 Penalty: 3200.403809
	Iteration 13Q: 3 clusters Score -5449106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -5449156.500000 Penalty: 3200.403809
	Iteration 14Q: 3 clusters Score -5449156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5449185.500000 Penalty: 3200.403809
	Iteration 15Q: 3 clusters Score -5449186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -5449204.000000 Penalty: 3200.403809
	Iteration 16Q: 3 clusters Score -5449204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5449215.500000 Penalty: 3200.403809
	Iteration 17Q: 3 clusters Score -5449216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5449233.500000 Penalty: 3200.403809
	Iteration 18Q: 3 clusters Score -5449234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5449240.500000 Penalty: 3200.403809
	Iteration 19Q: 3 clusters Score -5449240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5449239.500000 Penalty: 3200.403809
	Iteration 20F: 3 clusters Score -5449240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5449255.000000 Penalty: 3200.403809
	Iteration 21Q: 3 clusters Score -5449255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -5449257.000000 Penalty: 3200.403809
	Iteration 22Q: 3 clusters Score -5449257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -5449264.000000 Penalty: 3200.403809
	Iteration 23Q: 3 clusters Score -5449264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5449261.500000 Penalty: 3200.403809
	Iteration 24Q: 3 clusters Score -5449262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5449272.000000 Penalty: 3200.403809
	Iteration 25Q: 3 clusters Score -5449272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5449285.500000 Penalty: 3200.403809
	Iteration 26Q: 3 clusters Score -5449286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5449294.000000 Penalty: 3200.403809
	Iteration 27Q: 3 clusters Score -5449294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5449300.500000 Penalty: 3200.403809
	Iteration 28Q: 3 clusters Score -5449300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -5449314.000000 Penalty: 3200.403809
	Iteration 29Q: 3 clusters Score -5449314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -5449316.500000 Penalty: 3200.403809
	Iteration 30Q: 3 clusters Score -5449316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -5449315.500000 Penalty: 3200.403809
	Iteration 31Q: 3 clusters Score -5449316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -5449321.000000 Penalty: 3200.403809
	Iteration 32Q: 3 clusters Score -5449321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5449320.000000 Penalty: 3200.403809
	Iteration 33Q: 3 clusters Score -5449320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5449317.000000 Penalty: 3200.403809
	Iteration 34Q: 3 clusters Score -5449317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -5449320.000000 Penalty: 3200.403809
	Iteration 35Q: 3 clusters Score -5449320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -5449320.000000 Penalty: 3200.403809
	Iteration 36F: 3 clusters Score -5449320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -976423.375000 Penalty: 1341.186768
	Iteration 0F: 2 clusters Score -976423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -970767.000000 Penalty: 2682.373535
	Iteration 0F: 3 clusters Score -970767 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -972539.937500 Penalty: 2682.373535
	Iteration 1F: 3 clusters Score -972539.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -972742.812500 Penalty: 2682.373535
	Iteration 2F: 3 clusters Score -972742.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -972887.437500 Penalty: 2682.373535
	Iteration 3Q: 3 clusters Score -972887.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -972995.250000 Penalty: 2682.373535
	Iteration 4Q: 3 clusters Score -972995.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -973088.937500 Penalty: 2682.373535
	Iteration 5Q: 3 clusters Score -973088.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -973172.312500 Penalty: 2682.373535
	Iteration 6Q: 3 clusters Score -973172.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -973242.687500 Penalty: 2682.373535
	Iteration 7Q: 3 clusters Score -973242.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -973301.750000 Penalty: 2682.373535
	Iteration 8Q: 3 clusters Score -973301.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -973350.875000 Penalty: 2682.373535
	Iteration 9Q: 3 clusters Score -973350.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -973397.937500 Penalty: 2682.373535
	Iteration 10Q: 3 clusters Score -973397.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -973440.937500 Penalty: 2682.373535
	Iteration 11Q: 3 clusters Score -973440.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -973478.375000 Penalty: 2682.373535
	Iteration 12Q: 3 clusters Score -973478.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -973520.812500 Penalty: 2682.373535
	Iteration 13Q: 3 clusters Score -973520.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -973558.875000 Penalty: 2682.373535
	Iteration 14Q: 3 clusters Score -973558.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -973588.312500 Penalty: 2682.373535
	Iteration 15Q: 3 clusters Score -973588.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -973618.750000 Penalty: 2682.373535
	Iteration 16Q: 3 clusters Score -973618.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -973638.375000 Penalty: 2682.373535
	Iteration 17Q: 3 clusters Score -973638.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -973658.000000 Penalty: 2682.373535
	Iteration 18Q: 3 clusters Score -973658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -973676.625000 Penalty: 2682.373535
	Iteration 19Q: 3 clusters Score -973676.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -973694.437500 Penalty: 2682.373535
	Iteration 20F: 3 clusters Score -973694.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -973708.875000 Penalty: 2682.373535
	Iteration 21Q: 3 clusters Score -973708.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -973724.437500 Penalty: 2682.373535
	Iteration 22Q: 3 clusters Score -973724.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -973734.500000 Penalty: 2682.373535
	Iteration 23Q: 3 clusters Score -973734.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -973747.187500 Penalty: 2682.373535
	Iteration 24Q: 3 clusters Score -973747.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -973758.562500 Penalty: 2682.373535
	Iteration 25Q: 3 clusters Score -973758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -973765.562500 Penalty: 2682.373535
	Iteration 26Q: 3 clusters Score -973765.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -973776.562500 Penalty: 2682.373535
	Iteration 27Q: 3 clusters Score -973776.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -973786.125000 Penalty: 2682.373535
	Iteration 28Q: 3 clusters Score -973786.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -973800.062500 Penalty: 2682.373535
	Iteration 29Q: 3 clusters Score -973800.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -973817.062500 Penalty: 2682.373535
	Iteration 30Q: 3 clusters Score -973817.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -973846.812500 Penalty: 2682.373535
	Iteration 31Q: 3 clusters Score -973846.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -973883.687500 Penalty: 2682.373535
	Iteration 32Q: 3 clusters Score -973883.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -973923.500000 Penalty: 2682.373535
	Iteration 33Q: 3 clusters Score -973923.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -973979.750000 Penalty: 2682.373535
	Iteration 34Q: 3 clusters Score -973979.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -974048.437500 Penalty: 2682.373535
	Iteration 35Q: 3 clusters Score -974048.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -974096.812500 Penalty: 2682.373535
	Iteration 36Q: 3 clusters Score -974096.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -974134.250000 Penalty: 2682.373535
	Iteration 37Q: 3 clusters Score -974134.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -974184.812500 Penalty: 2682.373535
	Iteration 38Q: 3 clusters Score -974184.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -974238.500000 Penalty: 2682.373535
	Iteration 39Q: 3 clusters Score -974238.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -974273.250000 Penalty: 2682.373535
	Iteration 40F: 3 clusters Score -974273.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -974307.312500 Penalty: 2682.373535
	Iteration 41Q: 3 clusters Score -974307.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -974330.500000 Penalty: 2682.373535
	Iteration 42Q: 3 clusters Score -974330.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -974360.500000 Penalty: 2682.373535
	Iteration 43Q: 3 clusters Score -974360.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -974382.125000 Penalty: 2682.373535
	Iteration 44Q: 3 clusters Score -974382.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -974408.312500 Penalty: 2682.373535
	Iteration 45Q: 3 clusters Score -974408.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -974432.812500 Penalty: 2682.373535
	Iteration 46Q: 3 clusters Score -974432.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -974456.187500 Penalty: 2682.373535
	Iteration 47Q: 3 clusters Score -974456.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -974482.312500 Penalty: 2682.373535
	Iteration 48Q: 3 clusters Score -974482.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -974507.250000 Penalty: 2682.373535
	Iteration 49Q: 3 clusters Score -974507.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -974531.875000 Penalty: 2682.373535
	Iteration 50Q: 3 clusters Score -974531.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -974554.562500 Penalty: 2682.373535
	Iteration 51Q: 3 clusters Score -974554.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -974577.312500 Penalty: 2682.373535
	Iteration 52Q: 3 clusters Score -974577.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -974600.750000 Penalty: 2682.373535
	Iteration 53Q: 3 clusters Score -974600.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -974625.812500 Penalty: 2682.373535
	Iteration 54Q: 3 clusters Score -974625.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -974649.437500 Penalty: 2682.373535
	Iteration 55Q: 3 clusters Score -974649.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -974670.812500 Penalty: 2682.373535
	Iteration 56Q: 3 clusters Score -974670.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -974695.125000 Penalty: 2682.373535
	Iteration 57Q: 3 clusters Score -974695.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -974720.250000 Penalty: 2682.373535
	Iteration 58Q: 3 clusters Score -974720.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -974747.250000 Penalty: 2682.373535
	Iteration 59Q: 3 clusters Score -974747.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -974777.000000 Penalty: 2682.373535
	Iteration 60F: 3 clusters Score -974777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -974799.312500 Penalty: 2682.373535
	Iteration 61Q: 3 clusters Score -974799.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -974823.625000 Penalty: 2682.373535
	Iteration 62Q: 3 clusters Score -974823.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -974843.937500 Penalty: 2682.373535
	Iteration 63Q: 3 clusters Score -974843.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -974860.750000 Penalty: 2682.373535
	Iteration 64Q: 3 clusters Score -974860.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -974873.500000 Penalty: 2682.373535
	Iteration 65Q: 3 clusters Score -974873.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -974885.375000 Penalty: 2682.373535
	Iteration 66Q: 3 clusters Score -974885.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -974901.500000 Penalty: 2682.373535
	Iteration 67Q: 3 clusters Score -974901.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -974913.000000 Penalty: 2682.373535
	Iteration 68Q: 3 clusters Score -974913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -974923.125000 Penalty: 2682.373535
	Iteration 69Q: 3 clusters Score -974923.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -974931.750000 Penalty: 2682.373535
	Iteration 70Q: 3 clusters Score -974931.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -974944.000000 Penalty: 2682.373535
	Iteration 71Q: 3 clusters Score -974944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -974957.312500 Penalty: 2682.373535
	Iteration 72Q: 3 clusters Score -974957.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -974966.687500 Penalty: 2682.373535
	Iteration 73Q: 3 clusters Score -974966.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -974975.875000 Penalty: 2682.373535
	Iteration 74Q: 3 clusters Score -974975.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -974985.562500 Penalty: 2682.373535
	Iteration 75Q: 3 clusters Score -974985.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -974999.750000 Penalty: 2682.373535
	Iteration 76Q: 3 clusters Score -974999.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -975012.437500 Penalty: 2682.373535
	Iteration 77Q: 3 clusters Score -975012.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -975027.125000 Penalty: 2682.373535
	Iteration 78Q: 3 clusters Score -975027.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -975043.812500 Penalty: 2682.373535
	Iteration 79Q: 3 clusters Score -975043.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -975059.625000 Penalty: 2682.373535
	Iteration 80F: 3 clusters Score -975059.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -975077.187500 Penalty: 2682.373535
	Iteration 81Q: 3 clusters Score -975077.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -975100.062500 Penalty: 2682.373535
	Iteration 82Q: 3 clusters Score -975100.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -975123.500000 Penalty: 2682.373535
	Iteration 83Q: 3 clusters Score -975123.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -975156.500000 Penalty: 2682.373535
	Iteration 84Q: 3 clusters Score -975156.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -975178.187500 Penalty: 2682.373535
	Iteration 85Q: 3 clusters Score -975178.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -975203.062500 Penalty: 2682.373535
	Iteration 86Q: 3 clusters Score -975203.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -975229.000000 Penalty: 2682.373535
	Iteration 87Q: 3 clusters Score -975229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -975254.187500 Penalty: 2682.373535
	Iteration 88Q: 3 clusters Score -975254.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -975270.437500 Penalty: 2682.373535
	Iteration 89Q: 3 clusters Score -975270.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -975293.062500 Penalty: 2682.373535
	Iteration 90Q: 3 clusters Score -975293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -975309.500000 Penalty: 2682.373535
	Iteration 91Q: 3 clusters Score -975309.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -975324.875000 Penalty: 2682.373535
	Iteration 92Q: 3 clusters Score -975324.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -975345.812500 Penalty: 2682.373535
	Iteration 93Q: 3 clusters Score -975345.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -975360.937500 Penalty: 2682.373535
	Iteration 94Q: 3 clusters Score -975360.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -975372.062500 Penalty: 2682.373535
	Iteration 95Q: 3 clusters Score -975372.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -975380.125000 Penalty: 2682.373535
	Iteration 96Q: 3 clusters Score -975380.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -975384.562500 Penalty: 2682.373535
	Iteration 97Q: 3 clusters Score -975384.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -975395.125000 Penalty: 2682.373535
	Iteration 98Q: 3 clusters Score -975395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -975399.500000 Penalty: 2682.373535
	Iteration 99Q: 3 clusters Score -975399.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -975403.750000 Penalty: 2682.373535
	Iteration 100F: 3 clusters Score -975403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -975405.625000 Penalty: 2682.373535
	Iteration 101Q: 3 clusters Score -975405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -975405.312500 Penalty: 2682.373535
	Iteration 102Q: 3 clusters Score -975405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -975407.687500 Penalty: 2682.373535
	Iteration 103Q: 3 clusters Score -975407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -975411.000000 Penalty: 2682.373535
	Iteration 104Q: 3 clusters Score -975411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -975411.687500 Penalty: 2682.373535
	Iteration 105Q: 3 clusters Score -975411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -975414.062500 Penalty: 2682.373535
	Iteration 106Q: 3 clusters Score -975414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -975415.562500 Penalty: 2682.373535
	Iteration 107Q: 3 clusters Score -975415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -975414.625000 Penalty: 2682.373535
	Iteration 108Q: 3 clusters Score -975414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -975415.375000 Penalty: 2682.373535
	Iteration 109Q: 3 clusters Score -975415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -975416.687500 Penalty: 2682.373535
	Iteration 110Q: 3 clusters Score -975416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -975417.500000 Penalty: 2682.373535
	Iteration 111Q: 3 clusters Score -975417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -975417.500000 Penalty: 2682.373535
	Iteration 112F: 3 clusters Score -975417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27099.830078 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27099.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27294.361328 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27294.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27382.330078 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27382.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27452.576172 Penalty: 1741.615479
	Iteration 3Q: 3 clusters Score -27452.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27582.228516 Penalty: 1741.615479
	Iteration 4F: 3 clusters Score -27582.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27727.882812 Penalty: 1741.615479
	Iteration 5F: 3 clusters Score -27727.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27773.996094 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -27774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27837.240234 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -27837.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27914.820312 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -27914.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27979.328125 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -27979.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28116.435547 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28116.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28216.468750 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28216.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28274.562500 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28274.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28341.113281 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -28341.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28387.505859 Penalty: 1741.615479
	Iteration 14Q: 3 clusters Score -28387.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28387.505859 Penalty: 1741.615479
	Iteration 15F: 3 clusters Score -28387.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 78624 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42109 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 208 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 140 members 
Entering Unmasked Estep 
Score: -111088184.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111088696.000000 to -111088184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -285562.593750 Penalty: 1160.603271
	Iteration 0F: 2 clusters Score -285562.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283424.406250 Penalty: 2321.206543
	Iteration 0F: 3 clusters Score -283424.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283979.406250 Penalty: 2321.206543
	Iteration 1F: 3 clusters Score -283979.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -284109.906250 Penalty: 2321.206543
	Iteration 2F: 3 clusters Score -284109.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -284181.156250 Penalty: 2321.206543
	Iteration 3Q: 3 clusters Score -284181.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -284229.531250 Penalty: 2321.206543
	Iteration 4Q: 3 clusters Score -284229.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -284252.500000 Penalty: 2321.206543
	Iteration 5Q: 3 clusters Score -284252.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -284269.906250 Penalty: 2321.206543
	Iteration 6Q: 3 clusters Score -284269.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284285.750000 Penalty: 2321.206543
	Iteration 7Q: 3 clusters Score -284285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -284298.750000 Penalty: 2321.206543
	Iteration 8Q: 3 clusters Score -284298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -284307.656250 Penalty: 2321.206543
	Iteration 9Q: 3 clusters Score -284307.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -284314.937500 Penalty: 2321.206543
	Iteration 10Q: 3 clusters Score -284314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -284318.843750 Penalty: 2321.206543
	Iteration 11Q: 3 clusters Score -284318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -284325.218750 Penalty: 2321.206543
	Iteration 12Q: 3 clusters Score -284325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -284330.968750 Penalty: 2321.206543
	Iteration 13Q: 3 clusters Score -284331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -284337.031250 Penalty: 2321.206543
	Iteration 14Q: 3 clusters Score -284337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -284340.718750 Penalty: 2321.206543
	Iteration 15Q: 3 clusters Score -284340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -284340.687500 Penalty: 2321.206543
	Iteration 16Q: 3 clusters Score -284340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -284340.687500 Penalty: 2321.206543
	Iteration 17F: 3 clusters Score -284340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 18361 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 78624 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42109 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53291 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11149 members 
Mstep: Class 35 contains 112269 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3143 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8606 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27379 members 
Mstep: Class 50 contains 5578 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46819 members 
Mstep: Class 54 contains 8212 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088832.000000 Penalty: 115153.429688
Iteration 159Q: 57 clusters Score -1.110888e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5805 members 
Mstep: Class 5 contains 18352 members 
Mstep: Class 6 contains 69432 members 
Mstep: Class 7 contains 22779 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 68000 members 
Mstep: Class 11 contains 78556 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42107 members 
Mstep: Class 14 contains 72974 members 
Mstep: Class 15 contains 10682 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32343 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25921 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 15673 members 
Mstep: Class 27 contains 13562 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53282 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11147 members 
Mstep: Class 35 contains 112327 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4245 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3142 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10603 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8608 members 
Mstep: Class 47 contains 44108 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46813 members 
Mstep: Class 54 contains 8220 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 160F: 57 clusters Score -1.110887e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 69442 members 
Mstep: Class 7 contains 22784 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67974 members 
Mstep: Class 11 contains 78492 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42103 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10685 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 32341 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25937 members 
Mstep: Class 23 contains 7541 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15695 members 
Mstep: Class 27 contains 13562 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53277 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11145 members 
Mstep: Class 35 contains 112373 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4248 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10605 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8609 members 
Mstep: Class 47 contains 44111 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5582 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46800 members 
Mstep: Class 54 contains 8232 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088816.000000 Penalty: 115153.429688
Iteration 161Q: 57 clusters Score -1.110888e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18335 members 
Mstep: Class 6 contains 69451 members 
Mstep: Class 7 contains 22791 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67944 members 
Mstep: Class 11 contains 78431 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42103 members 
Mstep: Class 14 contains 72976 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25950 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15713 members 
Mstep: Class 27 contains 13563 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53271 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11144 members 
Mstep: Class 35 contains 112424 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4250 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8926 members 
Mstep: Class 44 contains 10610 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8610 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5581 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46789 members 
Mstep: Class 54 contains 8243 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088696.000000 Penalty: 115153.429688
Iteration 162Q: 57 clusters Score -1.110887e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18325 members 
Mstep: Class 6 contains 69455 members 
Mstep: Class 7 contains 22804 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67924 members 
Mstep: Class 11 contains 78372 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42101 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 10685 members 
Mstep: Class 16 contains 10639 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25955 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15734 members 
Mstep: Class 27 contains 13563 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53266 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11143 members 
Mstep: Class 35 contains 112481 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4250 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8927 members 
Mstep: Class 44 contains 10613 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8611 members 
Mstep: Class 47 contains 44118 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46776 members 
Mstep: Class 54 contains 8251 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 163Q: 57 clusters Score -1.110887e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18319 members 
Mstep: Class 6 contains 69455 members 
Mstep: Class 7 contains 22808 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67899 members 
Mstep: Class 11 contains 78314 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 72980 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25969 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 15753 members 
Mstep: Class 27 contains 13556 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53269 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11143 members 
Mstep: Class 35 contains 112533 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4250 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8927 members 
Mstep: Class 44 contains 10618 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8611 members 
Mstep: Class 47 contains 44124 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46770 members 
Mstep: Class 54 contains 8257 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088880.000000 Penalty: 115153.429688
Iteration 164Q: 57 clusters Score -1.110889e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18316 members 
Mstep: Class 6 contains 69475 members 
Mstep: Class 7 contains 22815 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67873 members 
Mstep: Class 11 contains 78263 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32334 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25978 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15767 members 
Mstep: Class 27 contains 13549 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53264 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11143 members 
Mstep: Class 35 contains 112575 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4250 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10612 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8611 members 
Mstep: Class 47 contains 44126 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46763 members 
Mstep: Class 54 contains 8265 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088928.000000 Penalty: 115153.429688
Iteration 165Q: 57 clusters Score -1.110889e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18312 members 
Mstep: Class 6 contains 69491 members 
Mstep: Class 7 contains 22821 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67854 members 
Mstep: Class 11 contains 78213 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 10694 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 25998 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15780 members 
Mstep: Class 27 contains 13546 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53254 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11143 members 
Mstep: Class 35 contains 112602 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4251 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10606 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8611 members 
Mstep: Class 47 contains 44125 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5581 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46757 members 
Mstep: Class 54 contains 8277 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088920.000000 Penalty: 115153.429688
Iteration 166Q: 57 clusters Score -1.110889e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18307 members 
Mstep: Class 6 contains 69497 members 
Mstep: Class 7 contains 22825 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67836 members 
Mstep: Class 11 contains 78161 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 72980 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26019 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15791 members 
Mstep: Class 27 contains 13547 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53243 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11143 members 
Mstep: Class 35 contains 112644 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10604 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8610 members 
Mstep: Class 47 contains 44127 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46748 members 
Mstep: Class 54 contains 8283 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088944.000000 Penalty: 115153.429688
Iteration 167Q: 57 clusters Score -1.110889e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18304 members 
Mstep: Class 6 contains 69504 members 
Mstep: Class 7 contains 22834 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67812 members 
Mstep: Class 11 contains 78108 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 10700 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26026 members 
Mstep: Class 23 contains 7535 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15802 members 
Mstep: Class 27 contains 13550 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53235 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11143 members 
Mstep: Class 35 contains 112685 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4255 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10601 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8611 members 
Mstep: Class 47 contains 44131 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46741 members 
Mstep: Class 54 contains 8289 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088984.000000 Penalty: 115153.429688
Iteration 168Q: 57 clusters Score -1.11089e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18298 members 
Mstep: Class 6 contains 69513 members 
Mstep: Class 7 contains 22838 members 
Mstep: Class 8 contains 7513 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67786 members 
Mstep: Class 11 contains 78045 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 72978 members 
Mstep: Class 15 contains 10703 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26034 members 
Mstep: Class 23 contains 7535 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 15816 members 
Mstep: Class 27 contains 13550 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53230 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11141 members 
Mstep: Class 35 contains 112726 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4260 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10603 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8610 members 
Mstep: Class 47 contains 44133 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46737 members 
Mstep: Class 54 contains 8298 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089120.000000 Penalty: 115153.429688
Iteration 169Q: 57 clusters Score -1.110891e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18290 members 
Mstep: Class 6 contains 69518 members 
Mstep: Class 7 contains 22838 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67756 members 
Mstep: Class 11 contains 77991 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 72978 members 
Mstep: Class 15 contains 10709 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26036 members 
Mstep: Class 23 contains 7536 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15829 members 
Mstep: Class 27 contains 13549 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53230 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11136 members 
Mstep: Class 35 contains 112779 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10605 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8608 members 
Mstep: Class 47 contains 44134 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5582 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46738 members 
Mstep: Class 54 contains 8303 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089152.000000 Penalty: 115153.429688
Iteration 170Q: 57 clusters Score -1.110892e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18278 members 
Mstep: Class 6 contains 69530 members 
Mstep: Class 7 contains 22841 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67716 members 
Mstep: Class 11 contains 77944 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 10717 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26041 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 15841 members 
Mstep: Class 27 contains 13547 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53221 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11134 members 
Mstep: Class 35 contains 112831 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4271 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10605 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8605 members 
Mstep: Class 47 contains 44131 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27380 members 
Mstep: Class 50 contains 5585 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46734 members 
Mstep: Class 54 contains 8310 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089096.000000 Penalty: 115153.429688
Iteration 171Q: 57 clusters Score -1.110891e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18275 members 
Mstep: Class 6 contains 69537 members 
Mstep: Class 7 contains 22846 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67678 members 
Mstep: Class 11 contains 77896 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32336 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26063 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 15849 members 
Mstep: Class 27 contains 13547 members 
Mstep: Class 28 contains 21016 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53209 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11134 members 
Mstep: Class 35 contains 112878 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4278 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10604 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44131 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27381 members 
Mstep: Class 50 contains 5588 members 
Mstep: Class 51 contains 15565 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46733 members 
Mstep: Class 54 contains 8315 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089024.000000 Penalty: 115153.429688
Iteration 172Q: 57 clusters Score -1.11089e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20440 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18271 members 
Mstep: Class 6 contains 69549 members 
Mstep: Class 7 contains 22851 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67647 members 
Mstep: Class 11 contains 77843 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42092 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26084 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 15859 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 21016 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53198 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11134 members 
Mstep: Class 35 contains 112916 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4282 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44128 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27382 members 
Mstep: Class 50 contains 5588 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46730 members 
Mstep: Class 54 contains 8326 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089000.000000 Penalty: 115153.429688
Iteration 173Q: 57 clusters Score -1.11089e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18266 members 
Mstep: Class 6 contains 69557 members 
Mstep: Class 7 contains 22857 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67613 members 
Mstep: Class 11 contains 77784 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 72976 members 
Mstep: Class 15 contains 10726 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 26108 members 
Mstep: Class 23 contains 7546 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 15871 members 
Mstep: Class 27 contains 13547 members 
Mstep: Class 28 contains 21018 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53193 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5166 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11134 members 
Mstep: Class 35 contains 112959 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4285 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 10601 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44126 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27382 members 
Mstep: Class 50 contains 5590 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46724 members 
Mstep: Class 54 contains 8335 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089072.000000 Penalty: 115153.429688
Iteration 174Q: 57 clusters Score -1.110891e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18263 members 
Mstep: Class 6 contains 69565 members 
Mstep: Class 7 contains 22859 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67587 members 
Mstep: Class 11 contains 77727 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 10727 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 26126 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8129 members 
Mstep: Class 26 contains 15880 members 
Mstep: Class 27 contains 13545 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53187 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5166 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11135 members 
Mstep: Class 35 contains 112991 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4289 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8930 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44124 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27382 members 
Mstep: Class 50 contains 5592 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46720 members 
Mstep: Class 54 contains 8354 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089176.000000 Penalty: 115153.429688
Iteration 175Q: 57 clusters Score -1.110892e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18256 members 
Mstep: Class 6 contains 69569 members 
Mstep: Class 7 contains 22867 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67556 members 
Mstep: Class 11 contains 77680 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 10729 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 26152 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8127 members 
Mstep: Class 26 contains 15891 members 
Mstep: Class 27 contains 13541 members 
Mstep: Class 28 contains 21020 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53175 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11135 members 
Mstep: Class 35 contains 113016 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4295 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8006 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8931 members 
Mstep: Class 44 contains 10601 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44116 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27382 members 
Mstep: Class 50 contains 5594 members 
Mstep: Class 51 contains 15566 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46716 members 
Mstep: Class 54 contains 8380 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089104.000000 Penalty: 115153.429688
Iteration 176Q: 57 clusters Score -1.110891e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18247 members 
Mstep: Class 6 contains 69570 members 
Mstep: Class 7 contains 22878 members 
Mstep: Class 8 contains 7516 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67532 members 
Mstep: Class 11 contains 77630 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72981 members 
Mstep: Class 15 contains 10732 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 26160 members 
Mstep: Class 23 contains 7552 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 15903 members 
Mstep: Class 27 contains 13540 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 53166 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11134 members 
Mstep: Class 35 contains 113044 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4298 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8933 members 
Mstep: Class 44 contains 10603 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44115 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27383 members 
Mstep: Class 50 contains 5595 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46712 members 
Mstep: Class 54 contains 8408 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088872.000000 Penalty: 115153.429688
Iteration 177Q: 57 clusters Score -1.110889e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18238 members 
Mstep: Class 6 contains 69579 members 
Mstep: Class 7 contains 22886 members 
Mstep: Class 8 contains 7515 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67513 members 
Mstep: Class 11 contains 77593 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72982 members 
Mstep: Class 15 contains 10737 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 3866 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 26165 members 
Mstep: Class 23 contains 7553 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8122 members 
Mstep: Class 26 contains 15911 members 
Mstep: Class 27 contains 13540 members 
Mstep: Class 28 contains 21017 members 
Mstep: Class 29 contains 7904 members 
Mstep: Class 30 contains 53161 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11132 members 
Mstep: Class 35 contains 113050 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4300 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8934 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44118 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27384 members 
Mstep: Class 50 contains 5596 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46711 members 
Mstep: Class 54 contains 8433 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088872.000000 Penalty: 115153.429688
Iteration 178Q: 57 clusters Score -1.110889e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18220 members 
Mstep: Class 6 contains 69590 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67494 members 
Mstep: Class 11 contains 77548 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72983 members 
Mstep: Class 15 contains 10744 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32341 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26178 members 
Mstep: Class 23 contains 7552 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8120 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 13539 members 
Mstep: Class 28 contains 21017 members 
Mstep: Class 29 contains 7904 members 
Mstep: Class 30 contains 53152 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11129 members 
Mstep: Class 35 contains 113058 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4303 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8934 members 
Mstep: Class 44 contains 10597 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44119 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27387 members 
Mstep: Class 50 contains 5598 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46705 members 
Mstep: Class 54 contains 8461 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088792.000000 Penalty: 115153.429688
Iteration 179Q: 57 clusters Score -1.110888e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18213 members 
Mstep: Class 6 contains 69584 members 
Mstep: Class 7 contains 22904 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67482 members 
Mstep: Class 11 contains 77513 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 72982 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 26178 members 
Mstep: Class 23 contains 7551 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8120 members 
Mstep: Class 26 contains 15933 members 
Mstep: Class 27 contains 13537 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 53140 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11128 members 
Mstep: Class 35 contains 113074 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4305 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8934 members 
Mstep: Class 44 contains 10597 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44114 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27389 members 
Mstep: Class 50 contains 5601 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46707 members 
Mstep: Class 54 contains 8485 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088776.000000 Penalty: 115153.429688
Iteration 180F: 57 clusters Score -1.110888e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18208 members 
Mstep: Class 6 contains 69576 members 
Mstep: Class 7 contains 22913 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67467 members 
Mstep: Class 11 contains 77484 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 72984 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32336 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26179 members 
Mstep: Class 23 contains 7551 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8122 members 
Mstep: Class 26 contains 15943 members 
Mstep: Class 27 contains 13540 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 53133 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11126 members 
Mstep: Class 35 contains 113092 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4306 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8935 members 
Mstep: Class 44 contains 10594 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44105 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27392 members 
Mstep: Class 50 contains 5603 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46707 members 
Mstep: Class 54 contains 8503 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 181Q: 57 clusters Score -1.110887e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18202 members 
Mstep: Class 6 contains 69567 members 
Mstep: Class 7 contains 22922 members 
Mstep: Class 8 contains 7551 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67444 members 
Mstep: Class 11 contains 77447 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 10754 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26194 members 
Mstep: Class 23 contains 7550 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8122 members 
Mstep: Class 26 contains 15948 members 
Mstep: Class 27 contains 13541 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 53128 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11125 members 
Mstep: Class 35 contains 113112 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4307 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8935 members 
Mstep: Class 44 contains 10590 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44102 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27393 members 
Mstep: Class 50 contains 5604 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46706 members 
Mstep: Class 54 contains 8526 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 182Q: 57 clusters Score -1.110887e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18197 members 
Mstep: Class 6 contains 69562 members 
Mstep: Class 7 contains 22931 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67409 members 
Mstep: Class 11 contains 77408 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72988 members 
Mstep: Class 15 contains 10754 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26210 members 
Mstep: Class 23 contains 7551 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8125 members 
Mstep: Class 26 contains 15956 members 
Mstep: Class 27 contains 13540 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 53122 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11124 members 
Mstep: Class 35 contains 113131 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4309 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3145 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8935 members 
Mstep: Class 44 contains 10591 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44096 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27393 members 
Mstep: Class 50 contains 5604 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46706 members 
Mstep: Class 54 contains 8547 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088528.000000 Penalty: 115153.429688
Iteration 183Q: 57 clusters Score -1.110885e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18191 members 
Mstep: Class 6 contains 69558 members 
Mstep: Class 7 contains 22941 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67379 members 
Mstep: Class 11 contains 77358 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 72989 members 
Mstep: Class 15 contains 10760 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32336 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26225 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8127 members 
Mstep: Class 26 contains 15959 members 
Mstep: Class 27 contains 13537 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53113 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11122 members 
Mstep: Class 35 contains 113156 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4311 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8936 members 
Mstep: Class 44 contains 10589 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44096 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27393 members 
Mstep: Class 50 contains 5604 members 
Mstep: Class 51 contains 15567 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46707 members 
Mstep: Class 54 contains 8569 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088304.000000 Penalty: 115153.429688
Iteration 184Q: 57 clusters Score -1.110883e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18184 members 
Mstep: Class 6 contains 69559 members 
Mstep: Class 7 contains 22949 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67356 members 
Mstep: Class 11 contains 77318 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72989 members 
Mstep: Class 15 contains 10768 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32337 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26232 members 
Mstep: Class 23 contains 7546 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8129 members 
Mstep: Class 26 contains 15963 members 
Mstep: Class 27 contains 13536 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53106 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 5176 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11118 members 
Mstep: Class 35 contains 113172 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4312 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8937 members 
Mstep: Class 44 contains 10584 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44092 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27394 members 
Mstep: Class 50 contains 5605 members 
Mstep: Class 51 contains 15568 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46705 members 
Mstep: Class 54 contains 8594 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088424.000000 Penalty: 115153.429688
Iteration 185Q: 57 clusters Score -1.110884e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18181 members 
Mstep: Class 6 contains 69552 members 
Mstep: Class 7 contains 22961 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67330 members 
Mstep: Class 11 contains 77291 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72990 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32336 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 26244 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15967 members 
Mstep: Class 27 contains 13533 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53098 members 
Mstep: Class 31 contains 8644 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11116 members 
Mstep: Class 35 contains 113185 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4313 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8942 members 
Mstep: Class 44 contains 10584 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44086 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27395 members 
Mstep: Class 50 contains 5607 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46705 members 
Mstep: Class 54 contains 8611 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088448.000000 Penalty: 115153.429688
Iteration 186Q: 57 clusters Score -1.110884e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20453 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18179 members 
Mstep: Class 6 contains 69546 members 
Mstep: Class 7 contains 22967 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67309 members 
Mstep: Class 11 contains 77269 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72992 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32336 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 26260 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 15970 members 
Mstep: Class 27 contains 13531 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53092 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11116 members 
Mstep: Class 35 contains 113196 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4313 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10581 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44078 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27395 members 
Mstep: Class 50 contains 5608 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46705 members 
Mstep: Class 54 contains 8632 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088488.000000 Penalty: 115153.429688
Iteration 187Q: 57 clusters Score -1.110885e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20454 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 69542 members 
Mstep: Class 7 contains 22970 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67283 members 
Mstep: Class 11 contains 77245 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 72994 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32336 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 26285 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 15973 members 
Mstep: Class 27 contains 13531 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53087 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11116 members 
Mstep: Class 35 contains 113213 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4313 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3147 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10576 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44074 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27395 members 
Mstep: Class 50 contains 5609 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46703 members 
Mstep: Class 54 contains 8646 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088504.000000 Penalty: 115153.429688
Iteration 188Q: 57 clusters Score -1.110885e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20456 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 69536 members 
Mstep: Class 7 contains 22976 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67258 members 
Mstep: Class 11 contains 77224 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 72993 members 
Mstep: Class 15 contains 10775 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26299 members 
Mstep: Class 23 contains 7546 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15979 members 
Mstep: Class 27 contains 13531 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53085 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 5175 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11114 members 
Mstep: Class 35 contains 113232 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4313 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3147 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10575 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44068 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27396 members 
Mstep: Class 50 contains 5611 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46701 members 
Mstep: Class 54 contains 8657 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088480.000000 Penalty: 115153.429688
Iteration 189Q: 57 clusters Score -1.110885e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20454 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18163 members 
Mstep: Class 6 contains 69532 members 
Mstep: Class 7 contains 22989 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67239 members 
Mstep: Class 11 contains 77204 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 72993 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26307 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15982 members 
Mstep: Class 27 contains 13535 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53078 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11113 members 
Mstep: Class 35 contains 113247 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4315 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10577 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44063 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27396 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46703 members 
Mstep: Class 54 contains 8665 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088520.000000 Penalty: 115153.429688
Iteration 190Q: 57 clusters Score -1.110885e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20456 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18158 members 
Mstep: Class 6 contains 69530 members 
Mstep: Class 7 contains 22996 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67228 members 
Mstep: Class 11 contains 77186 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 72992 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26323 members 
Mstep: Class 23 contains 7540 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 15987 members 
Mstep: Class 27 contains 13536 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53072 members 
Mstep: Class 31 contains 8648 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11111 members 
Mstep: Class 35 contains 113259 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4316 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10572 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44063 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27397 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46702 members 
Mstep: Class 54 contains 8670 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088480.000000 Penalty: 115153.429688
Iteration 191Q: 57 clusters Score -1.110885e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20454 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18155 members 
Mstep: Class 6 contains 69523 members 
Mstep: Class 7 contains 23013 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67210 members 
Mstep: Class 11 contains 77162 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42097 members 
Mstep: Class 14 contains 72993 members 
Mstep: Class 15 contains 10781 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26328 members 
Mstep: Class 23 contains 7541 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 13537 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53068 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11109 members 
Mstep: Class 35 contains 113282 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4318 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3147 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10569 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44065 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27397 members 
Mstep: Class 50 contains 5612 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46702 members 
Mstep: Class 54 contains 8670 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088520.000000 Penalty: 115153.429688
Iteration 192Q: 57 clusters Score -1.110885e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20457 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 18147 members 
Mstep: Class 6 contains 69514 members 
Mstep: Class 7 contains 23022 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67196 members 
Mstep: Class 11 contains 77128 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 72993 members 
Mstep: Class 15 contains 10779 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26353 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 16001 members 
Mstep: Class 27 contains 13536 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53060 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11109 members 
Mstep: Class 35 contains 113313 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4318 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10569 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44065 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5612 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46704 members 
Mstep: Class 54 contains 8671 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088552.000000 Penalty: 115153.429688
Iteration 193Q: 57 clusters Score -1.110886e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20458 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18140 members 
Mstep: Class 6 contains 69502 members 
Mstep: Class 7 contains 23042 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67181 members 
Mstep: Class 11 contains 77096 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 72993 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26369 members 
Mstep: Class 23 contains 7547 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 16013 members 
Mstep: Class 27 contains 13533 members 
Mstep: Class 28 contains 21019 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53056 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11111 members 
Mstep: Class 35 contains 113340 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4319 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10567 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44066 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5612 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46704 members 
Mstep: Class 54 contains 8675 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088696.000000 Penalty: 115153.429688
Iteration 194Q: 57 clusters Score -1.110887e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20459 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18135 members 
Mstep: Class 6 contains 69497 members 
Mstep: Class 7 contains 23061 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67165 members 
Mstep: Class 11 contains 77074 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42091 members 
Mstep: Class 14 contains 72993 members 
Mstep: Class 15 contains 10782 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26380 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 16023 members 
Mstep: Class 27 contains 13535 members 
Mstep: Class 28 contains 21020 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53043 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11108 members 
Mstep: Class 35 contains 113361 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4322 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10565 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44063 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5612 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46700 members 
Mstep: Class 54 contains 8678 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088736.000000 Penalty: 115153.429688
Iteration 195Q: 57 clusters Score -1.110887e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20458 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18123 members 
Mstep: Class 6 contains 69492 members 
Mstep: Class 7 contains 23070 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67140 members 
Mstep: Class 11 contains 77052 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72997 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3873 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26402 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 16033 members 
Mstep: Class 27 contains 13536 members 
Mstep: Class 28 contains 21022 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53037 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113378 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4328 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8007 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10568 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44061 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5611 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46697 members 
Mstep: Class 54 contains 8682 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088680.000000 Penalty: 115153.429688
Iteration 196Q: 57 clusters Score -1.110887e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20456 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 69485 members 
Mstep: Class 7 contains 23085 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67118 members 
Mstep: Class 11 contains 77031 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 72998 members 
Mstep: Class 15 contains 10791 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26428 members 
Mstep: Class 23 contains 7547 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 16038 members 
Mstep: Class 27 contains 13541 members 
Mstep: Class 28 contains 21022 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53024 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11105 members 
Mstep: Class 35 contains 113407 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4329 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8008 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10570 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44055 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46698 members 
Mstep: Class 54 contains 8684 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088848.000000 Penalty: 115153.429688
Iteration 197Q: 57 clusters Score -1.110888e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20453 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 69481 members 
Mstep: Class 7 contains 23098 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67094 members 
Mstep: Class 11 contains 77012 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 72998 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32318 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 26450 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 16046 members 
Mstep: Class 27 contains 13544 members 
Mstep: Class 28 contains 21022 members 
Mstep: Class 29 contains 7906 members 
Mstep: Class 30 contains 53019 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11105 members 
Mstep: Class 35 contains 113425 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4331 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10575 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44053 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5614 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46698 members 
Mstep: Class 54 contains 8687 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088704.000000 Penalty: 115153.429688
Iteration 198Q: 57 clusters Score -1.110887e+08 nChanged 169
Entering ConstructFrom: 
Score: -111088704.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46789.804688 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46789.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46961.238281 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -46961.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47037.800781 Penalty: 1823.356323
	Iteration 2F: 3 clusters Score -47037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47061.714844 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47061.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47078.472656 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47078.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47095.136719 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47095.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47115.214844 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47115.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47144.656250 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47144.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47194.968750 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47194.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47218.519531 Penalty: 1823.356323
	Iteration 9Q: 3 clusters Score -47218.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47235.996094 Penalty: 1823.356323
	Iteration 10Q: 3 clusters Score -47236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47246.164062 Penalty: 1823.356323
	Iteration 11Q: 3 clusters Score -47246.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47257.453125 Penalty: 1823.356323
	Iteration 12Q: 3 clusters Score -47257.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47261.332031 Penalty: 1823.356323
	Iteration 13Q: 3 clusters Score -47261.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47264.390625 Penalty: 1823.356323
	Iteration 14Q: 3 clusters Score -47264.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47264.390625 Penalty: 1823.356323
	Iteration 15F: 3 clusters Score -47264.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -347302.750000 Penalty: 1201.090332
	Iteration 0F: 2 clusters Score -347302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -344736.500000 Penalty: 2402.180664
	Iteration 0F: 3 clusters Score -344736.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -345473.750000 Penalty: 2402.180664
	Iteration 1F: 3 clusters Score -345473.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -345633.968750 Penalty: 2402.180664
	Iteration 2F: 3 clusters Score -345634 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -345723.375000 Penalty: 2402.180664
	Iteration 3Q: 3 clusters Score -345723.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -345783.843750 Penalty: 2402.180664
	Iteration 4Q: 3 clusters Score -345783.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -345827.125000 Penalty: 2402.180664
	Iteration 5Q: 3 clusters Score -345827.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -345863.500000 Penalty: 2402.180664
	Iteration 6Q: 3 clusters Score -345863.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -345892.250000 Penalty: 2402.180664
	Iteration 7Q: 3 clusters Score -345892.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -345916.718750 Penalty: 2402.180664
	Iteration 8Q: 3 clusters Score -345916.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -345935.343750 Penalty: 2402.180664
	Iteration 9Q: 3 clusters Score -345935.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -345952.468750 Penalty: 2402.180664
	Iteration 10Q: 3 clusters Score -345952.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -345976.718750 Penalty: 2402.180664
	Iteration 11Q: 3 clusters Score -345976.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -345994.781250 Penalty: 2402.180664
	Iteration 12Q: 3 clusters Score -345994.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -346010.843750 Penalty: 2402.180664
	Iteration 13Q: 3 clusters Score -346010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346020.656250 Penalty: 2402.180664
	Iteration 14Q: 3 clusters Score -346020.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -346028.062500 Penalty: 2402.180664
	Iteration 15Q: 3 clusters Score -346028.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -346033.562500 Penalty: 2402.180664
	Iteration 16Q: 3 clusters Score -346033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -346037.125000 Penalty: 2402.180664
	Iteration 17Q: 3 clusters Score -346037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346038.375000 Penalty: 2402.180664
	Iteration 18Q: 3 clusters Score -346038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -346042.218750 Penalty: 2402.180664
	Iteration 19Q: 3 clusters Score -346042.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -346049.187500 Penalty: 2402.180664
	Iteration 20F: 3 clusters Score -346049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -346055.218750 Penalty: 2402.180664
	Iteration 21Q: 3 clusters Score -346055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346060.875000 Penalty: 2402.180664
	Iteration 22Q: 3 clusters Score -346060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -346064.937500 Penalty: 2402.180664
	Iteration 23Q: 3 clusters Score -346064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -346067.781250 Penalty: 2402.180664
	Iteration 24Q: 3 clusters Score -346067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -346074.375000 Penalty: 2402.180664
	Iteration 25Q: 3 clusters Score -346074.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -346082.531250 Penalty: 2402.180664
	Iteration 26Q: 3 clusters Score -346082.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -346093.781250 Penalty: 2402.180664
	Iteration 27Q: 3 clusters Score -346093.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -346101.468750 Penalty: 2402.180664
	Iteration 28Q: 3 clusters Score -346101.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -346113.531250 Penalty: 2402.180664
	Iteration 29Q: 3 clusters Score -346113.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -346124.281250 Penalty: 2402.180664
	Iteration 30Q: 3 clusters Score -346124.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346135.312500 Penalty: 2402.180664
	Iteration 31Q: 3 clusters Score -346135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346145.375000 Penalty: 2402.180664
	Iteration 32Q: 3 clusters Score -346145.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -346159.031250 Penalty: 2402.180664
	Iteration 33Q: 3 clusters Score -346159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346173.281250 Penalty: 2402.180664
	Iteration 34Q: 3 clusters Score -346173.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -346183.687500 Penalty: 2402.180664
	Iteration 35Q: 3 clusters Score -346183.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -346196.500000 Penalty: 2402.180664
	Iteration 36Q: 3 clusters Score -346196.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -346214.593750 Penalty: 2402.180664
	Iteration 37Q: 3 clusters Score -346214.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346237.812500 Penalty: 2402.180664
	Iteration 38Q: 3 clusters Score -346237.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -346263.187500 Penalty: 2402.180664
	Iteration 39Q: 3 clusters Score -346263.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346286.031250 Penalty: 2402.180664
	Iteration 40F: 3 clusters Score -346286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346311.500000 Penalty: 2402.180664
	Iteration 41Q: 3 clusters Score -346311.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -346341.093750 Penalty: 2402.180664
	Iteration 42Q: 3 clusters Score -346341.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346363.468750 Penalty: 2402.180664
	Iteration 43Q: 3 clusters Score -346363.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346379.531250 Penalty: 2402.180664
	Iteration 44Q: 3 clusters Score -346379.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -346394.062500 Penalty: 2402.180664
	Iteration 45Q: 3 clusters Score -346394.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346412.656250 Penalty: 2402.180664
	Iteration 46Q: 3 clusters Score -346412.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -346435.687500 Penalty: 2402.180664
	Iteration 47Q: 3 clusters Score -346435.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -346458.187500 Penalty: 2402.180664
	Iteration 48Q: 3 clusters Score -346458.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346476.031250 Penalty: 2402.180664
	Iteration 49Q: 3 clusters Score -346476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -346489.968750 Penalty: 2402.180664
	Iteration 50Q: 3 clusters Score -346490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346497.812500 Penalty: 2402.180664
	Iteration 51Q: 3 clusters Score -346497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -346504.656250 Penalty: 2402.180664
	Iteration 52Q: 3 clusters Score -346504.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346514.875000 Penalty: 2402.180664
	Iteration 53Q: 3 clusters Score -346514.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -346530.875000 Penalty: 2402.180664
	Iteration 54Q: 3 clusters Score -346530.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346550.125000 Penalty: 2402.180664
	Iteration 55Q: 3 clusters Score -346550.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -346565.843750 Penalty: 2402.180664
	Iteration 56Q: 3 clusters Score -346565.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346581.000000 Penalty: 2402.180664
	Iteration 57Q: 3 clusters Score -346581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -346599.656250 Penalty: 2402.180664
	Iteration 58Q: 3 clusters Score -346599.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -346616.718750 Penalty: 2402.180664
	Iteration 59Q: 3 clusters Score -346616.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -346628.750000 Penalty: 2402.180664
	Iteration 60F: 3 clusters Score -346628.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -346638.281250 Penalty: 2402.180664
	Iteration 61Q: 3 clusters Score -346638.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -346645.812500 Penalty: 2402.180664
	Iteration 62Q: 3 clusters Score -346645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346654.687500 Penalty: 2402.180664
	Iteration 63Q: 3 clusters Score -346654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -346662.562500 Penalty: 2402.180664
	Iteration 64Q: 3 clusters Score -346662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -346664.875000 Penalty: 2402.180664
	Iteration 65Q: 3 clusters Score -346664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -346667.625000 Penalty: 2402.180664
	Iteration 66Q: 3 clusters Score -346667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -346668.687500 Penalty: 2402.180664
	Iteration 67Q: 3 clusters Score -346668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -346670.687500 Penalty: 2402.180664
	Iteration 68Q: 3 clusters Score -346670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -346672.500000 Penalty: 2402.180664
	Iteration 69Q: 3 clusters Score -346672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346673.781250 Penalty: 2402.180664
	Iteration 70Q: 3 clusters Score -346673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346674.812500 Penalty: 2402.180664
	Iteration 71Q: 3 clusters Score -346674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -346675.843750 Penalty: 2402.180664
	Iteration 72Q: 3 clusters Score -346675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346675.468750 Penalty: 2402.180664
	Iteration 73Q: 3 clusters Score -346675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -346676.781250 Penalty: 2402.180664
	Iteration 74Q: 3 clusters Score -346676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -346677.718750 Penalty: 2402.180664
	Iteration 75Q: 3 clusters Score -346677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -346680.250000 Penalty: 2402.180664
	Iteration 76Q: 3 clusters Score -346680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -346682.031250 Penalty: 2402.180664
	Iteration 77Q: 3 clusters Score -346682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -346684.968750 Penalty: 2402.180664
	Iteration 78Q: 3 clusters Score -346685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -346688.000000 Penalty: 2402.180664
	Iteration 79Q: 3 clusters Score -346688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -346692.125000 Penalty: 2402.180664
	Iteration 80F: 3 clusters Score -346692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -346694.812500 Penalty: 2402.180664
	Iteration 81Q: 3 clusters Score -346694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -346697.531250 Penalty: 2402.180664
	Iteration 82Q: 3 clusters Score -346697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -346698.031250 Penalty: 2402.180664
	Iteration 83Q: 3 clusters Score -346698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -346698.906250 Penalty: 2402.180664
	Iteration 84Q: 3 clusters Score -346698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -346701.156250 Penalty: 2402.180664
	Iteration 85Q: 3 clusters Score -346701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -346704.875000 Penalty: 2402.180664
	Iteration 86Q: 3 clusters Score -346704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346707.531250 Penalty: 2402.180664
	Iteration 87Q: 3 clusters Score -346707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346709.156250 Penalty: 2402.180664
	Iteration 88Q: 3 clusters Score -346709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346709.156250 Penalty: 2402.180664
	Iteration 89F: 3 clusters Score -346709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Entering Unmasked Estep 
Score: -2312700.750000 Penalty: 1476.964355
	Iteration 0F: 2 clusters Score -2312701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2299304.750000 Penalty: 2953.928711
	Iteration 0F: 3 clusters Score -2299305 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2304241.750000 Penalty: 2953.928711
	Iteration 1F: 3 clusters Score -2304242 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2304679.750000 Penalty: 2953.928711
	Iteration 2F: 3 clusters Score -2304680 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2305105.250000 Penalty: 2953.928711
	Iteration 3F: 3 clusters Score -2305105 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2305480.750000 Penalty: 2953.928711
	Iteration 4Q: 3 clusters Score -2305481 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2305833.000000 Penalty: 2953.928711
	Iteration 5Q: 3 clusters Score -2305833 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2306187.750000 Penalty: 2953.928711
	Iteration 6Q: 3 clusters Score -2306188 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2306612.000000 Penalty: 2953.928711
	Iteration 7Q: 3 clusters Score -2306612 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2307113.250000 Penalty: 2953.928711
	Iteration 8Q: 3 clusters Score -2307113 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2307730.000000 Penalty: 2953.928711
	Iteration 9Q: 3 clusters Score -2307730 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2308377.250000 Penalty: 2953.928711
	Iteration 10Q: 3 clusters Score -2308377 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2308974.500000 Penalty: 2953.928711
	Iteration 11Q: 3 clusters Score -2308974 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2309406.000000 Penalty: 2953.928711
	Iteration 12Q: 3 clusters Score -2309406 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2309708.750000 Penalty: 2953.928711
	Iteration 13Q: 3 clusters Score -2309709 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2309919.500000 Penalty: 2953.928711
	Iteration 14Q: 3 clusters Score -2309920 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2310076.750000 Penalty: 2953.928711
	Iteration 15Q: 3 clusters Score -2310077 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2310204.250000 Penalty: 2953.928711
	Iteration 16Q: 3 clusters Score -2310204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2310329.750000 Penalty: 2953.928711
	Iteration 17Q: 3 clusters Score -2310330 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2310452.500000 Penalty: 2953.928711
	Iteration 18Q: 3 clusters Score -2310452 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2310568.750000 Penalty: 2953.928711
	Iteration 19Q: 3 clusters Score -2310569 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2310693.750000 Penalty: 2953.928711
	Iteration 20F: 3 clusters Score -2310694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2310836.750000 Penalty: 2953.928711
	Iteration 21Q: 3 clusters Score -2310837 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2310961.000000 Penalty: 2953.928711
	Iteration 22Q: 3 clusters Score -2310961 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2311098.000000 Penalty: 2953.928711
	Iteration 23Q: 3 clusters Score -2311098 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2311210.500000 Penalty: 2953.928711
	Iteration 24Q: 3 clusters Score -2311210 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2311290.000000 Penalty: 2953.928711
	Iteration 25Q: 3 clusters Score -2311290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2311342.250000 Penalty: 2953.928711
	Iteration 26Q: 3 clusters Score -2311342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2311381.000000 Penalty: 2953.928711
	Iteration 27Q: 3 clusters Score -2311381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2311420.500000 Penalty: 2953.928711
	Iteration 28Q: 3 clusters Score -2311420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2311442.750000 Penalty: 2953.928711
	Iteration 29Q: 3 clusters Score -2311443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2311459.750000 Penalty: 2953.928711
	Iteration 30Q: 3 clusters Score -2311460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2311475.750000 Penalty: 2953.928711
	Iteration 31Q: 3 clusters Score -2311476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2311500.000000 Penalty: 2953.928711
	Iteration 32Q: 3 clusters Score -2311500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2311510.250000 Penalty: 2953.928711
	Iteration 33Q: 3 clusters Score -2311510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2311514.000000 Penalty: 2953.928711
	Iteration 34Q: 3 clusters Score -2311514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2311520.750000 Penalty: 2953.928711
	Iteration 35Q: 3 clusters Score -2311521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2311528.000000 Penalty: 2953.928711
	Iteration 36Q: 3 clusters Score -2311528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2311528.750000 Penalty: 2953.928711
	Iteration 37Q: 3 clusters Score -2311529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2311531.000000 Penalty: 2953.928711
	Iteration 38Q: 3 clusters Score -2311531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2311533.250000 Penalty: 2953.928711
	Iteration 39Q: 3 clusters Score -2311533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2311534.250000 Penalty: 2953.928711
	Iteration 40F: 3 clusters Score -2311534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2311543.000000 Penalty: 2953.928711
	Iteration 41Q: 3 clusters Score -2311543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2311555.250000 Penalty: 2953.928711
	Iteration 42Q: 3 clusters Score -2311555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2311556.750000 Penalty: 2953.928711
	Iteration 43Q: 3 clusters Score -2311557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2311562.250000 Penalty: 2953.928711
	Iteration 44Q: 3 clusters Score -2311562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2311561.500000 Penalty: 2953.928711
	Iteration 45Q: 3 clusters Score -2311562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2311558.500000 Penalty: 2953.928711
	Iteration 46Q: 3 clusters Score -2311558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2311564.000000 Penalty: 2953.928711
	Iteration 47Q: 3 clusters Score -2311564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2311567.250000 Penalty: 2953.928711
	Iteration 48Q: 3 clusters Score -2311567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2311562.750000 Penalty: 2953.928711
	Iteration 49Q: 3 clusters Score -2311563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2311569.500000 Penalty: 2953.928711
	Iteration 50Q: 3 clusters Score -2311570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2311577.500000 Penalty: 2953.928711
	Iteration 51Q: 3 clusters Score -2311578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2311576.250000 Penalty: 2953.928711
	Iteration 52Q: 3 clusters Score -2311576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2311579.500000 Penalty: 2953.928711
	Iteration 53Q: 3 clusters Score -2311580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2311582.000000 Penalty: 2953.928711
	Iteration 54Q: 3 clusters Score -2311582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2311588.000000 Penalty: 2953.928711
	Iteration 55Q: 3 clusters Score -2311588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2311592.750000 Penalty: 2953.928711
	Iteration 56Q: 3 clusters Score -2311593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2311592.500000 Penalty: 2953.928711
	Iteration 57Q: 3 clusters Score -2311592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2311595.000000 Penalty: 2953.928711
	Iteration 58Q: 3 clusters Score -2311595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2311599.500000 Penalty: 2953.928711
	Iteration 59Q: 3 clusters Score -2311600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2311598.000000 Penalty: 2953.928711
	Iteration 60F: 3 clusters Score -2311598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2311598.500000 Penalty: 2953.928711
	Iteration 61Q: 3 clusters Score -2311598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2311598.000000 Penalty: 2953.928711
	Iteration 62Q: 3 clusters Score -2311598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2311605.000000 Penalty: 2953.928711
	Iteration 63Q: 3 clusters Score -2311605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2311603.750000 Penalty: 2953.928711
	Iteration 64Q: 3 clusters Score -2311604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2311606.750000 Penalty: 2953.928711
	Iteration 65Q: 3 clusters Score -2311607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2311612.750000 Penalty: 2953.928711
	Iteration 66Q: 3 clusters Score -2311613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2311608.250000 Penalty: 2953.928711
	Iteration 67Q: 3 clusters Score -2311608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2311611.500000 Penalty: 2953.928711
	Iteration 68Q: 3 clusters Score -2311612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2311616.500000 Penalty: 2953.928711
	Iteration 69Q: 3 clusters Score -2311616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2311614.500000 Penalty: 2953.928711
	Iteration 70Q: 3 clusters Score -2311614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2311613.500000 Penalty: 2953.928711
	Iteration 71Q: 3 clusters Score -2311614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2311613.500000 Penalty: 2953.928711
	Iteration 72F: 3 clusters Score -2311614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -626621.687500 Penalty: 1289.494629
	Iteration 0F: 2 clusters Score -626621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -622454.937500 Penalty: 2578.989258
	Iteration 0F: 3 clusters Score -622454.9 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -623732.937500 Penalty: 2578.989258
	Iteration 1F: 3 clusters Score -623732.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -623990.687500 Penalty: 2578.989258
	Iteration 2F: 3 clusters Score -623990.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -624177.937500 Penalty: 2578.989258
	Iteration 3F: 3 clusters Score -624177.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -624344.812500 Penalty: 2578.989258
	Iteration 4Q: 3 clusters Score -624344.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -624496.000000 Penalty: 2578.989258
	Iteration 5Q: 3 clusters Score -624496 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -624630.625000 Penalty: 2578.989258
	Iteration 6Q: 3 clusters Score -624630.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -624766.500000 Penalty: 2578.989258
	Iteration 7Q: 3 clusters Score -624766.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -624906.187500 Penalty: 2578.989258
	Iteration 8Q: 3 clusters Score -624906.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -625035.937500 Penalty: 2578.989258
	Iteration 9Q: 3 clusters Score -625035.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -625170.687500 Penalty: 2578.989258
	Iteration 10Q: 3 clusters Score -625170.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -625295.812500 Penalty: 2578.989258
	Iteration 11Q: 3 clusters Score -625295.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -625389.562500 Penalty: 2578.989258
	Iteration 12Q: 3 clusters Score -625389.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -625489.500000 Penalty: 2578.989258
	Iteration 13Q: 3 clusters Score -625489.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -625566.687500 Penalty: 2578.989258
	Iteration 14Q: 3 clusters Score -625566.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -625625.125000 Penalty: 2578.989258
	Iteration 15Q: 3 clusters Score -625625.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -625673.000000 Penalty: 2578.989258
	Iteration 16Q: 3 clusters Score -625673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -625709.875000 Penalty: 2578.989258
	Iteration 17Q: 3 clusters Score -625709.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -625735.625000 Penalty: 2578.989258
	Iteration 18Q: 3 clusters Score -625735.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -625751.312500 Penalty: 2578.989258
	Iteration 19Q: 3 clusters Score -625751.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -625762.500000 Penalty: 2578.989258
	Iteration 20F: 3 clusters Score -625762.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -625772.125000 Penalty: 2578.989258
	Iteration 21Q: 3 clusters Score -625772.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -625780.375000 Penalty: 2578.989258
	Iteration 22Q: 3 clusters Score -625780.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -625788.312500 Penalty: 2578.989258
	Iteration 23Q: 3 clusters Score -625788.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -625793.937500 Penalty: 2578.989258
	Iteration 24Q: 3 clusters Score -625793.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -625798.812500 Penalty: 2578.989258
	Iteration 25Q: 3 clusters Score -625798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -625801.187500 Penalty: 2578.989258
	Iteration 26Q: 3 clusters Score -625801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -625802.000000 Penalty: 2578.989258
	Iteration 27Q: 3 clusters Score -625802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -625805.062500 Penalty: 2578.989258
	Iteration 28Q: 3 clusters Score -625805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -625808.062500 Penalty: 2578.989258
	Iteration 29Q: 3 clusters Score -625808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -625809.875000 Penalty: 2578.989258
	Iteration 30Q: 3 clusters Score -625809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -625810.312500 Penalty: 2578.989258
	Iteration 31Q: 3 clusters Score -625810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -625810.812500 Penalty: 2578.989258
	Iteration 32Q: 3 clusters Score -625810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -625810.375000 Penalty: 2578.989258
	Iteration 33Q: 3 clusters Score -625810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -625810.875000 Penalty: 2578.989258
	Iteration 34Q: 3 clusters Score -625810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -625812.500000 Penalty: 2578.989258
	Iteration 35Q: 3 clusters Score -625812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -625812.500000 Penalty: 2578.989258
	Iteration 36Q: 3 clusters Score -625812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -625814.125000 Penalty: 2578.989258
	Iteration 37Q: 3 clusters Score -625814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -625814.375000 Penalty: 2578.989258
	Iteration 38Q: 3 clusters Score -625814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -625814.500000 Penalty: 2578.989258
	Iteration 39Q: 3 clusters Score -625814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -625816.625000 Penalty: 2578.989258
	Iteration 40F: 3 clusters Score -625816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -625818.562500 Penalty: 2578.989258
	Iteration 41Q: 3 clusters Score -625818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -625820.250000 Penalty: 2578.989258
	Iteration 42Q: 3 clusters Score -625820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -625822.500000 Penalty: 2578.989258
	Iteration 43Q: 3 clusters Score -625822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -625824.000000 Penalty: 2578.989258
	Iteration 44Q: 3 clusters Score -625824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -625825.000000 Penalty: 2578.989258
	Iteration 45Q: 3 clusters Score -625825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -625825.625000 Penalty: 2578.989258
	Iteration 46Q: 3 clusters Score -625825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -625825.187500 Penalty: 2578.989258
	Iteration 47Q: 3 clusters Score -625825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -625825.937500 Penalty: 2578.989258
	Iteration 48Q: 3 clusters Score -625825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -625826.437500 Penalty: 2578.989258
	Iteration 49Q: 3 clusters Score -625826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -625826.437500 Penalty: 2578.989258
	Iteration 50F: 3 clusters Score -625826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Entering Unmasked Estep 
Score: -1939313.125000 Penalty: 1458.637695
	Iteration 0F: 2 clusters Score -1939313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1927402.625000 Penalty: 2917.275391
	Iteration 0F: 3 clusters Score -1927403 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1931744.875000 Penalty: 2917.275391
	Iteration 1F: 3 clusters Score -1931745 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1932346.875000 Penalty: 2917.275391
	Iteration 2F: 3 clusters Score -1932347 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1932836.375000 Penalty: 2917.275391
	Iteration 3F: 3 clusters Score -1932836 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1933309.875000 Penalty: 2917.275391
	Iteration 4F: 3 clusters Score -1933310 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1933742.625000 Penalty: 2917.275391
	Iteration 5Q: 3 clusters Score -1933743 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1934150.375000 Penalty: 2917.275391
	Iteration 6Q: 3 clusters Score -1934150 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1934463.000000 Penalty: 2917.275391
	Iteration 7Q: 3 clusters Score -1934463 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1934715.500000 Penalty: 2917.275391
	Iteration 8Q: 3 clusters Score -1934716 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1934876.375000 Penalty: 2917.275391
	Iteration 9Q: 3 clusters Score -1934876 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1934980.625000 Penalty: 2917.275391
	Iteration 10Q: 3 clusters Score -1934981 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1935065.250000 Penalty: 2917.275391
	Iteration 11Q: 3 clusters Score -1935065 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1935118.500000 Penalty: 2917.275391
	Iteration 12Q: 3 clusters Score -1935118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1935161.250000 Penalty: 2917.275391
	Iteration 13Q: 3 clusters Score -1935161 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1935218.250000 Penalty: 2917.275391
	Iteration 14Q: 3 clusters Score -1935218 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1935262.125000 Penalty: 2917.275391
	Iteration 15Q: 3 clusters Score -1935262 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1935293.375000 Penalty: 2917.275391
	Iteration 16Q: 3 clusters Score -1935293 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1935317.875000 Penalty: 2917.275391
	Iteration 17Q: 3 clusters Score -1935318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1935342.750000 Penalty: 2917.275391
	Iteration 18Q: 3 clusters Score -1935343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1935355.500000 Penalty: 2917.275391
	Iteration 19Q: 3 clusters Score -1935356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1935371.750000 Penalty: 2917.275391
	Iteration 20F: 3 clusters Score -1935372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1935381.750000 Penalty: 2917.275391
	Iteration 21Q: 3 clusters Score -1935382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1935402.750000 Penalty: 2917.275391
	Iteration 22Q: 3 clusters Score -1935403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1935416.000000 Penalty: 2917.275391
	Iteration 23Q: 3 clusters Score -1935416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1935426.875000 Penalty: 2917.275391
	Iteration 24Q: 3 clusters Score -1935427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1935439.875000 Penalty: 2917.275391
	Iteration 25Q: 3 clusters Score -1935440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1935450.125000 Penalty: 2917.275391
	Iteration 26Q: 3 clusters Score -1935450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1935462.250000 Penalty: 2917.275391
	Iteration 27Q: 3 clusters Score -1935462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1935474.875000 Penalty: 2917.275391
	Iteration 28Q: 3 clusters Score -1935475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1935491.125000 Penalty: 2917.275391
	Iteration 29Q: 3 clusters Score -1935491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1935506.500000 Penalty: 2917.275391
	Iteration 30Q: 3 clusters Score -1935506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1935512.250000 Penalty: 2917.275391
	Iteration 31Q: 3 clusters Score -1935512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1935535.750000 Penalty: 2917.275391
	Iteration 32Q: 3 clusters Score -1935536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1935546.750000 Penalty: 2917.275391
	Iteration 33Q: 3 clusters Score -1935547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1935549.000000 Penalty: 2917.275391
	Iteration 34Q: 3 clusters Score -1935549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1935568.625000 Penalty: 2917.275391
	Iteration 35Q: 3 clusters Score -1935569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1935601.125000 Penalty: 2917.275391
	Iteration 36Q: 3 clusters Score -1935601 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1935624.250000 Penalty: 2917.275391
	Iteration 37Q: 3 clusters Score -1935624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1935673.625000 Penalty: 2917.275391
	Iteration 38Q: 3 clusters Score -1935674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1935715.750000 Penalty: 2917.275391
	Iteration 39Q: 3 clusters Score -1935716 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1935760.250000 Penalty: 2917.275391
	Iteration 40F: 3 clusters Score -1935760 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1935790.375000 Penalty: 2917.275391
	Iteration 41Q: 3 clusters Score -1935790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1935830.500000 Penalty: 2917.275391
	Iteration 42Q: 3 clusters Score -1935830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1935873.000000 Penalty: 2917.275391
	Iteration 43Q: 3 clusters Score -1935873 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1935927.875000 Penalty: 2917.275391
	Iteration 44Q: 3 clusters Score -1935928 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1935989.125000 Penalty: 2917.275391
	Iteration 45Q: 3 clusters Score -1935989 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1936076.375000 Penalty: 2917.275391
	Iteration 46Q: 3 clusters Score -1936076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1936143.625000 Penalty: 2917.275391
	Iteration 47Q: 3 clusters Score -1936144 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1936259.750000 Penalty: 2917.275391
	Iteration 48Q: 3 clusters Score -1936260 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1936380.750000 Penalty: 2917.275391
	Iteration 49Q: 3 clusters Score -1936381 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1936507.625000 Penalty: 2917.275391
	Iteration 50Q: 3 clusters Score -1936508 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1936656.500000 Penalty: 2917.275391
	Iteration 51Q: 3 clusters Score -1936656 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1936838.250000 Penalty: 2917.275391
	Iteration 52Q: 3 clusters Score -1936838 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1937061.000000 Penalty: 2917.275391
	Iteration 53Q: 3 clusters Score -1937061 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1937328.375000 Penalty: 2917.275391
	Iteration 54Q: 3 clusters Score -1937328 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1937608.375000 Penalty: 2917.275391
	Iteration 55Q: 3 clusters Score -1937608 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1937874.125000 Penalty: 2917.275391
	Iteration 56Q: 3 clusters Score -1937874 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1938093.125000 Penalty: 2917.275391
	Iteration 57Q: 3 clusters Score -1938093 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1938261.625000 Penalty: 2917.275391
	Iteration 58Q: 3 clusters Score -1938262 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1938393.625000 Penalty: 2917.275391
	Iteration 59Q: 3 clusters Score -1938394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1938519.500000 Penalty: 2917.275391
	Iteration 60F: 3 clusters Score -1938520 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1938627.625000 Penalty: 2917.275391
	Iteration 61Q: 3 clusters Score -1938628 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1938720.000000 Penalty: 2917.275391
	Iteration 62Q: 3 clusters Score -1938720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1938798.125000 Penalty: 2917.275391
	Iteration 63Q: 3 clusters Score -1938798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1938850.875000 Penalty: 2917.275391
	Iteration 64Q: 3 clusters Score -1938851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1938893.625000 Penalty: 2917.275391
	Iteration 65Q: 3 clusters Score -1938894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1938919.250000 Penalty: 2917.275391
	Iteration 66Q: 3 clusters Score -1938919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1938943.125000 Penalty: 2917.275391
	Iteration 67Q: 3 clusters Score -1938943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1938959.750000 Penalty: 2917.275391
	Iteration 68Q: 3 clusters Score -1938960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1938977.625000 Penalty: 2917.275391
	Iteration 69Q: 3 clusters Score -1938978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1938987.750000 Penalty: 2917.275391
	Iteration 70Q: 3 clusters Score -1938988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1939002.750000 Penalty: 2917.275391
	Iteration 71Q: 3 clusters Score -1939003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1939016.500000 Penalty: 2917.275391
	Iteration 72Q: 3 clusters Score -1939016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1939026.625000 Penalty: 2917.275391
	Iteration 73Q: 3 clusters Score -1939027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1939029.000000 Penalty: 2917.275391
	Iteration 74Q: 3 clusters Score -1939029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1939034.500000 Penalty: 2917.275391
	Iteration 75Q: 3 clusters Score -1939034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1939041.375000 Penalty: 2917.275391
	Iteration 76Q: 3 clusters Score -1939041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1939043.125000 Penalty: 2917.275391
	Iteration 77Q: 3 clusters Score -1939043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1939048.500000 Penalty: 2917.275391
	Iteration 78Q: 3 clusters Score -1939048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1939048.375000 Penalty: 2917.275391
	Iteration 79Q: 3 clusters Score -1939048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1939050.500000 Penalty: 2917.275391
	Iteration 80F: 3 clusters Score -1939050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1939050.875000 Penalty: 2917.275391
	Iteration 81Q: 3 clusters Score -1939051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1939049.500000 Penalty: 2917.275391
	Iteration 82Q: 3 clusters Score -1939050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1939049.500000 Penalty: 2917.275391
	Iteration 83F: 3 clusters Score -1939050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Entering Unmasked Estep 
Score: -7928531.500000 Penalty: 1658.938477
	Iteration 0F: 2 clusters Score -7928532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7883602.500000 Penalty: 3317.876953
	Iteration 0F: 3 clusters Score -7883602 nChanged 32473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -7902073.000000 Penalty: 3317.876953
	Iteration 1F: 3 clusters Score -7902073 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -7902933.000000 Penalty: 3317.876953
	Iteration 2Q: 3 clusters Score -7902933 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -7904024.500000 Penalty: 3317.876953
	Iteration 3Q: 3 clusters Score -7904024 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -7905500.000000 Penalty: 3317.876953
	Iteration 4Q: 3 clusters Score -7905500 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -7907567.000000 Penalty: 3317.876953
	Iteration 5F: 3 clusters Score -7907567 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7910552.000000 Penalty: 3317.876953
	Iteration 6F: 3 clusters Score -7910552 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -7914305.000000 Penalty: 3317.876953
	Iteration 7F: 3 clusters Score -7914305 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -7918521.500000 Penalty: 3317.876953
	Iteration 8F: 3 clusters Score -7918522 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -7922029.000000 Penalty: 3317.876953
	Iteration 9F: 3 clusters Score -7922029 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -7924364.500000 Penalty: 3317.876953
	Iteration 10Q: 3 clusters Score -7924364 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7925747.000000 Penalty: 3317.876953
	Iteration 11Q: 3 clusters Score -7925747 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7926477.000000 Penalty: 3317.876953
	Iteration 12Q: 3 clusters Score -7926477 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7926787.000000 Penalty: 3317.876953
	Iteration 13Q: 3 clusters Score -7926787 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7926999.000000 Penalty: 3317.876953
	Iteration 14Q: 3 clusters Score -7926999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7927139.000000 Penalty: 3317.876953
	Iteration 15Q: 3 clusters Score -7927139 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7927186.500000 Penalty: 3317.876953
	Iteration 16Q: 3 clusters Score -7927186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7927232.000000 Penalty: 3317.876953
	Iteration 17Q: 3 clusters Score -7927232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7927264.500000 Penalty: 3317.876953
	Iteration 18Q: 3 clusters Score -7927264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7927299.000000 Penalty: 3317.876953
	Iteration 19Q: 3 clusters Score -7927299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7927326.500000 Penalty: 3317.876953
	Iteration 20F: 3 clusters Score -7927326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7927339.500000 Penalty: 3317.876953
	Iteration 21Q: 3 clusters Score -7927340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7927351.500000 Penalty: 3317.876953
	Iteration 22Q: 3 clusters Score -7927352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7927367.000000 Penalty: 3317.876953
	Iteration 23Q: 3 clusters Score -7927367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7927377.500000 Penalty: 3317.876953
	Iteration 24Q: 3 clusters Score -7927378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7927375.500000 Penalty: 3317.876953
	Iteration 25Q: 3 clusters Score -7927376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7927373.000000 Penalty: 3317.876953
	Iteration 26Q: 3 clusters Score -7927373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7927373.000000 Penalty: 3317.876953
	Iteration 27Q: 3 clusters Score -7927373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7927378.000000 Penalty: 3317.876953
	Iteration 28Q: 3 clusters Score -7927378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7927390.000000 Penalty: 3317.876953
	Iteration 29Q: 3 clusters Score -7927390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7927401.000000 Penalty: 3317.876953
	Iteration 30Q: 3 clusters Score -7927401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7927414.000000 Penalty: 3317.876953
	Iteration 31Q: 3 clusters Score -7927414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7927402.500000 Penalty: 3317.876953
	Iteration 32Q: 3 clusters Score -7927402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7927404.500000 Penalty: 3317.876953
	Iteration 33Q: 3 clusters Score -7927404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7927410.000000 Penalty: 3317.876953
	Iteration 34Q: 3 clusters Score -7927410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7927412.000000 Penalty: 3317.876953
	Iteration 35Q: 3 clusters Score -7927412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7927423.000000 Penalty: 3317.876953
	Iteration 36Q: 3 clusters Score -7927423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7927432.000000 Penalty: 3317.876953
	Iteration 37Q: 3 clusters Score -7927432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7927426.000000 Penalty: 3317.876953
	Iteration 38Q: 3 clusters Score -7927426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7927426.500000 Penalty: 3317.876953
	Iteration 39Q: 3 clusters Score -7927426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7927430.500000 Penalty: 3317.876953
	Iteration 40F: 3 clusters Score -7927430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7927437.000000 Penalty: 3317.876953
	Iteration 41Q: 3 clusters Score -7927437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7927432.500000 Penalty: 3317.876953
	Iteration 42Q: 3 clusters Score -7927432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7927444.000000 Penalty: 3317.876953
	Iteration 43Q: 3 clusters Score -7927444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7927446.000000 Penalty: 3317.876953
	Iteration 44Q: 3 clusters Score -7927446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7927449.500000 Penalty: 3317.876953
	Iteration 45Q: 3 clusters Score -7927450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7927449.500000 Penalty: 3317.876953
	Iteration 46F: 3 clusters Score -7927450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Entering Unmasked Estep 
Score: -2563055.000000 Penalty: 1495.158325
	Iteration 0F: 2 clusters Score -2563055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2547968.000000 Penalty: 2990.316650
	Iteration 0F: 3 clusters Score -2547968 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2553700.000000 Penalty: 2990.316650
	Iteration 1F: 3 clusters Score -2553700 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2554337.000000 Penalty: 2990.316650
	Iteration 2F: 3 clusters Score -2554337 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2554947.000000 Penalty: 2990.316650
	Iteration 3F: 3 clusters Score -2554947 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2555650.000000 Penalty: 2990.316650
	Iteration 4F: 3 clusters Score -2555650 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2556398.250000 Penalty: 2990.316650
	Iteration 5F: 3 clusters Score -2556398 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2557203.500000 Penalty: 2990.316650
	Iteration 6F: 3 clusters Score -2557204 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2558003.250000 Penalty: 2990.316650
	Iteration 7F: 3 clusters Score -2558003 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2558757.000000 Penalty: 2990.316650
	Iteration 8Q: 3 clusters Score -2558757 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2559433.000000 Penalty: 2990.316650
	Iteration 9Q: 3 clusters Score -2559433 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2559941.000000 Penalty: 2990.316650
	Iteration 10Q: 3 clusters Score -2559941 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2560314.750000 Penalty: 2990.316650
	Iteration 11Q: 3 clusters Score -2560315 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2560612.500000 Penalty: 2990.316650
	Iteration 12Q: 3 clusters Score -2560612 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2560875.500000 Penalty: 2990.316650
	Iteration 13Q: 3 clusters Score -2560876 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2561116.250000 Penalty: 2990.316650
	Iteration 14Q: 3 clusters Score -2561116 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2561334.000000 Penalty: 2990.316650
	Iteration 15Q: 3 clusters Score -2561334 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2561541.000000 Penalty: 2990.316650
	Iteration 16Q: 3 clusters Score -2561541 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2561732.000000 Penalty: 2990.316650
	Iteration 17Q: 3 clusters Score -2561732 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2561939.000000 Penalty: 2990.316650
	Iteration 18Q: 3 clusters Score -2561939 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2562139.500000 Penalty: 2990.316650
	Iteration 19Q: 3 clusters Score -2562140 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2562294.500000 Penalty: 2990.316650
	Iteration 20F: 3 clusters Score -2562294 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2562447.000000 Penalty: 2990.316650
	Iteration 21Q: 3 clusters Score -2562447 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2562552.500000 Penalty: 2990.316650
	Iteration 22Q: 3 clusters Score -2562552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2562615.750000 Penalty: 2990.316650
	Iteration 23Q: 3 clusters Score -2562616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2562698.250000 Penalty: 2990.316650
	Iteration 24Q: 3 clusters Score -2562698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2562768.750000 Penalty: 2990.316650
	Iteration 25Q: 3 clusters Score -2562769 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2562818.000000 Penalty: 2990.316650
	Iteration 26Q: 3 clusters Score -2562818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2562853.250000 Penalty: 2990.316650
	Iteration 27Q: 3 clusters Score -2562853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2562892.250000 Penalty: 2990.316650
	Iteration 28Q: 3 clusters Score -2562892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2562911.250000 Penalty: 2990.316650
	Iteration 29Q: 3 clusters Score -2562911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2562934.000000 Penalty: 2990.316650
	Iteration 30Q: 3 clusters Score -2562934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2562951.750000 Penalty: 2990.316650
	Iteration 31Q: 3 clusters Score -2562952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2562961.750000 Penalty: 2990.316650
	Iteration 32Q: 3 clusters Score -2562962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2562979.000000 Penalty: 2990.316650
	Iteration 33Q: 3 clusters Score -2562979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2562987.250000 Penalty: 2990.316650
	Iteration 34Q: 3 clusters Score -2562987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2563000.500000 Penalty: 2990.316650
	Iteration 35Q: 3 clusters Score -2563000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2563005.750000 Penalty: 2990.316650
	Iteration 36Q: 3 clusters Score -2563006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2563017.000000 Penalty: 2990.316650
	Iteration 37Q: 3 clusters Score -2563017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2563023.750000 Penalty: 2990.316650
	Iteration 38Q: 3 clusters Score -2563024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2563027.250000 Penalty: 2990.316650
	Iteration 39Q: 3 clusters Score -2563027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2563039.500000 Penalty: 2990.316650
	Iteration 40F: 3 clusters Score -2563040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2563043.250000 Penalty: 2990.316650
	Iteration 41Q: 3 clusters Score -2563043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2563050.000000 Penalty: 2990.316650
	Iteration 42Q: 3 clusters Score -2563050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2563054.750000 Penalty: 2990.316650
	Iteration 43Q: 3 clusters Score -2563055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2563067.000000 Penalty: 2990.316650
	Iteration 44Q: 3 clusters Score -2563067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2563072.250000 Penalty: 2990.316650
	Iteration 45Q: 3 clusters Score -2563072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2563088.750000 Penalty: 2990.316650
	Iteration 46Q: 3 clusters Score -2563089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2563096.750000 Penalty: 2990.316650
	Iteration 47Q: 3 clusters Score -2563097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2563112.250000 Penalty: 2990.316650
	Iteration 48Q: 3 clusters Score -2563112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2563129.250000 Penalty: 2990.316650
	Iteration 49Q: 3 clusters Score -2563129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2563171.250000 Penalty: 2990.316650
	Iteration 50Q: 3 clusters Score -2563171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2563245.250000 Penalty: 2990.316650
	Iteration 51Q: 3 clusters Score -2563245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2563324.750000 Penalty: 2990.316650
	Iteration 52Q: 3 clusters Score -2563325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2563370.500000 Penalty: 2990.316650
	Iteration 53Q: 3 clusters Score -2563370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2563395.000000 Penalty: 2990.316650
	Iteration 54Q: 3 clusters Score -2563395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2563408.750000 Penalty: 2990.316650
	Iteration 55Q: 3 clusters Score -2563409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2563415.000000 Penalty: 2990.316650
	Iteration 56Q: 3 clusters Score -2563415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2563416.000000 Penalty: 2990.316650
	Iteration 57Q: 3 clusters Score -2563416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2563420.000000 Penalty: 2990.316650
	Iteration 58Q: 3 clusters Score -2563420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2563425.750000 Penalty: 2990.316650
	Iteration 59Q: 3 clusters Score -2563426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2563428.500000 Penalty: 2990.316650
	Iteration 60F: 3 clusters Score -2563428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2563423.250000 Penalty: 2990.316650
	Iteration 61Q: 3 clusters Score -2563423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2563432.750000 Penalty: 2990.316650
	Iteration 62Q: 3 clusters Score -2563433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2563434.000000 Penalty: 2990.316650
	Iteration 63Q: 3 clusters Score -2563434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2563432.750000 Penalty: 2990.316650
	Iteration 64Q: 3 clusters Score -2563433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2563440.500000 Penalty: 2990.316650
	Iteration 65Q: 3 clusters Score -2563440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2563440.500000 Penalty: 2990.316650
	Iteration 66Q: 3 clusters Score -2563440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2563441.750000 Penalty: 2990.316650
	Iteration 67Q: 3 clusters Score -2563442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2563442.000000 Penalty: 2990.316650
	Iteration 68Q: 3 clusters Score -2563442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2563441.250000 Penalty: 2990.316650
	Iteration 69Q: 3 clusters Score -2563441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2563438.500000 Penalty: 2990.316650
	Iteration 70Q: 3 clusters Score -2563438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2563438.750000 Penalty: 2990.316650
	Iteration 71Q: 3 clusters Score -2563439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2563443.250000 Penalty: 2990.316650
	Iteration 72Q: 3 clusters Score -2563443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2563445.000000 Penalty: 2990.316650
	Iteration 73Q: 3 clusters Score -2563445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2563450.000000 Penalty: 2990.316650
	Iteration 74Q: 3 clusters Score -2563450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2563449.000000 Penalty: 2990.316650
	Iteration 75Q: 3 clusters Score -2563449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2563450.500000 Penalty: 2990.316650
	Iteration 76Q: 3 clusters Score -2563450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2563449.750000 Penalty: 2990.316650
	Iteration 77Q: 3 clusters Score -2563450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2563457.000000 Penalty: 2990.316650
	Iteration 78Q: 3 clusters Score -2563457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2563458.750000 Penalty: 2990.316650
	Iteration 79Q: 3 clusters Score -2563459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2563466.750000 Penalty: 2990.316650
	Iteration 80F: 3 clusters Score -2563467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2563473.000000 Penalty: 2990.316650
	Iteration 81Q: 3 clusters Score -2563473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2563483.000000 Penalty: 2990.316650
	Iteration 82Q: 3 clusters Score -2563483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2563486.000000 Penalty: 2990.316650
	Iteration 83Q: 3 clusters Score -2563486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2563487.000000 Penalty: 2990.316650
	Iteration 84Q: 3 clusters Score -2563487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2563486.500000 Penalty: 2990.316650
	Iteration 85Q: 3 clusters Score -2563486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2563486.500000 Penalty: 2990.316650
	Iteration 86F: 3 clusters Score -2563486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20452 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 69479 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67066 members 
Mstep: Class 11 contains 76996 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 26465 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16048 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 21023 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 53006 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113446 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10578 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44052 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46696 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Mstep: Class 57 contains 21530 members 
Entering Unmasked Estep 
Score: -111088008.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111088704.000000 to -111088008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Entering Unmasked Estep 
Score: -823429.875000 Penalty: 1329.093628
	Iteration 0F: 2 clusters Score -823429.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -818175.312500 Penalty: 2658.187256
	Iteration 0F: 3 clusters Score -818175.3 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -819799.437500 Penalty: 2658.187256
	Iteration 1F: 3 clusters Score -819799.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -820082.437500 Penalty: 2658.187256
	Iteration 2F: 3 clusters Score -820082.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -820273.312500 Penalty: 2658.187256
	Iteration 3Q: 3 clusters Score -820273.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -820448.375000 Penalty: 2658.187256
	Iteration 4Q: 3 clusters Score -820448.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -820572.437500 Penalty: 2658.187256
	Iteration 5Q: 3 clusters Score -820572.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -820686.312500 Penalty: 2658.187256
	Iteration 6Q: 3 clusters Score -820686.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -820781.937500 Penalty: 2658.187256
	Iteration 7Q: 3 clusters Score -820781.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -820860.750000 Penalty: 2658.187256
	Iteration 8Q: 3 clusters Score -820860.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -820959.625000 Penalty: 2658.187256
	Iteration 9Q: 3 clusters Score -820959.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -821057.500000 Penalty: 2658.187256
	Iteration 10Q: 3 clusters Score -821057.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -821171.187500 Penalty: 2658.187256
	Iteration 11Q: 3 clusters Score -821171.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -821292.125000 Penalty: 2658.187256
	Iteration 12Q: 3 clusters Score -821292.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -821415.062500 Penalty: 2658.187256
	Iteration 13Q: 3 clusters Score -821415.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -821542.625000 Penalty: 2658.187256
	Iteration 14Q: 3 clusters Score -821542.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -821647.312500 Penalty: 2658.187256
	Iteration 15Q: 3 clusters Score -821647.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -821756.125000 Penalty: 2658.187256
	Iteration 16Q: 3 clusters Score -821756.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -821840.187500 Penalty: 2658.187256
	Iteration 17Q: 3 clusters Score -821840.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -821927.500000 Penalty: 2658.187256
	Iteration 18Q: 3 clusters Score -821927.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -822006.187500 Penalty: 2658.187256
	Iteration 19Q: 3 clusters Score -822006.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -822071.875000 Penalty: 2658.187256
	Iteration 20F: 3 clusters Score -822071.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -822128.062500 Penalty: 2658.187256
	Iteration 21Q: 3 clusters Score -822128.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -822166.937500 Penalty: 2658.187256
	Iteration 22Q: 3 clusters Score -822166.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -822203.437500 Penalty: 2658.187256
	Iteration 23Q: 3 clusters Score -822203.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -822232.375000 Penalty: 2658.187256
	Iteration 24Q: 3 clusters Score -822232.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -822255.250000 Penalty: 2658.187256
	Iteration 25Q: 3 clusters Score -822255.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -822280.875000 Penalty: 2658.187256
	Iteration 26Q: 3 clusters Score -822280.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -822302.312500 Penalty: 2658.187256
	Iteration 27Q: 3 clusters Score -822302.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -822318.562500 Penalty: 2658.187256
	Iteration 28Q: 3 clusters Score -822318.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -822327.062500 Penalty: 2658.187256
	Iteration 29Q: 3 clusters Score -822327.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -822338.062500 Penalty: 2658.187256
	Iteration 30Q: 3 clusters Score -822338.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -822348.250000 Penalty: 2658.187256
	Iteration 31Q: 3 clusters Score -822348.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -822355.812500 Penalty: 2658.187256
	Iteration 32Q: 3 clusters Score -822355.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -822364.125000 Penalty: 2658.187256
	Iteration 33Q: 3 clusters Score -822364.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -822368.312500 Penalty: 2658.187256
	Iteration 34Q: 3 clusters Score -822368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -822373.562500 Penalty: 2658.187256
	Iteration 35Q: 3 clusters Score -822373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -822376.062500 Penalty: 2658.187256
	Iteration 36Q: 3 clusters Score -822376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -822379.687500 Penalty: 2658.187256
	Iteration 37Q: 3 clusters Score -822379.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -822386.437500 Penalty: 2658.187256
	Iteration 38Q: 3 clusters Score -822386.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -822387.062500 Penalty: 2658.187256
	Iteration 39Q: 3 clusters Score -822387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -822389.687500 Penalty: 2658.187256
	Iteration 40F: 3 clusters Score -822389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -822392.687500 Penalty: 2658.187256
	Iteration 41Q: 3 clusters Score -822392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -822392.312500 Penalty: 2658.187256
	Iteration 42Q: 3 clusters Score -822392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -822393.562500 Penalty: 2658.187256
	Iteration 43Q: 3 clusters Score -822393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -822396.937500 Penalty: 2658.187256
	Iteration 44Q: 3 clusters Score -822396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -822397.687500 Penalty: 2658.187256
	Iteration 45Q: 3 clusters Score -822397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -822397.437500 Penalty: 2658.187256
	Iteration 46Q: 3 clusters Score -822397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -822397.437500 Penalty: 2658.187256
	Iteration 47F: 3 clusters Score -822397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29017.117188 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29017.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29244.232422 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29244.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29308.070312 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29308.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29326.957031 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29326.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29346.460938 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29346.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29364.265625 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29364.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29391.380859 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29391.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29431.132812 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29431.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29482.052734 Penalty: 1821.400513
	Iteration 8Q: 3 clusters Score -29482.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29522.357422 Penalty: 1821.400513
	Iteration 9Q: 3 clusters Score -29522.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29536.917969 Penalty: 1821.400513
	Iteration 10Q: 3 clusters Score -29536.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29549.003906 Penalty: 1821.400513
	Iteration 11Q: 3 clusters Score -29549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29555.792969 Penalty: 1821.400513
	Iteration 12Q: 3 clusters Score -29555.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29561.423828 Penalty: 1821.400513
	Iteration 13Q: 3 clusters Score -29561.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29572.632812 Penalty: 1821.400513
	Iteration 14Q: 3 clusters Score -29572.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29575.357422 Penalty: 1821.400513
	Iteration 15Q: 3 clusters Score -29575.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29577.560547 Penalty: 1821.400513
	Iteration 16Q: 3 clusters Score -29577.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29584.802734 Penalty: 1821.400513
	Iteration 17Q: 3 clusters Score -29584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29586.765625 Penalty: 1821.400513
	Iteration 18Q: 3 clusters Score -29586.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29586.765625 Penalty: 1821.400513
	Iteration 19F: 3 clusters Score -29586.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Entering Unmasked Estep 
Score: -7467665.500000 Penalty: 1653.678833
	Iteration 0F: 2 clusters Score -7467666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7424033.000000 Penalty: 3307.357666
	Iteration 0F: 3 clusters Score -7424033 nChanged 31442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -7441835.500000 Penalty: 3307.357666
	Iteration 1F: 3 clusters Score -7441836 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -7442628.000000 Penalty: 3307.357666
	Iteration 2Q: 3 clusters Score -7442628 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7443564.500000 Penalty: 3307.357666
	Iteration 3Q: 3 clusters Score -7443564 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -7444548.000000 Penalty: 3307.357666
	Iteration 4Q: 3 clusters Score -7444548 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7445692.500000 Penalty: 3307.357666
	Iteration 5Q: 3 clusters Score -7445692 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -7447072.000000 Penalty: 3307.357666
	Iteration 6Q: 3 clusters Score -7447072 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7448604.000000 Penalty: 3307.357666
	Iteration 7Q: 3 clusters Score -7448604 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -7450511.500000 Penalty: 3307.357666
	Iteration 8F: 3 clusters Score -7450512 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -7452735.000000 Penalty: 3307.357666
	Iteration 9F: 3 clusters Score -7452735 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -7454944.500000 Penalty: 3307.357666
	Iteration 10F: 3 clusters Score -7454944 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -7456737.000000 Penalty: 3307.357666
	Iteration 11Q: 3 clusters Score -7456737 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -7457920.500000 Penalty: 3307.357666
	Iteration 12Q: 3 clusters Score -7457920 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -7458671.500000 Penalty: 3307.357666
	Iteration 13Q: 3 clusters Score -7458672 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -7459282.000000 Penalty: 3307.357666
	Iteration 14Q: 3 clusters Score -7459282 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -7459804.500000 Penalty: 3307.357666
	Iteration 15Q: 3 clusters Score -7459804 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -7460244.000000 Penalty: 3307.357666
	Iteration 16Q: 3 clusters Score -7460244 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -7460679.500000 Penalty: 3307.357666
	Iteration 17Q: 3 clusters Score -7460680 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -7461043.000000 Penalty: 3307.357666
	Iteration 18Q: 3 clusters Score -7461043 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -7461468.500000 Penalty: 3307.357666
	Iteration 19Q: 3 clusters Score -7461468 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -7461834.000000 Penalty: 3307.357666
	Iteration 20F: 3 clusters Score -7461834 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -7462204.500000 Penalty: 3307.357666
	Iteration 21Q: 3 clusters Score -7462204 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7462541.500000 Penalty: 3307.357666
	Iteration 22Q: 3 clusters Score -7462542 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -7462878.000000 Penalty: 3307.357666
	Iteration 23Q: 3 clusters Score -7462878 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -7463248.000000 Penalty: 3307.357666
	Iteration 24Q: 3 clusters Score -7463248 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -7463613.500000 Penalty: 3307.357666
	Iteration 25Q: 3 clusters Score -7463614 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -7463927.500000 Penalty: 3307.357666
	Iteration 26Q: 3 clusters Score -7463928 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7464133.000000 Penalty: 3307.357666
	Iteration 27Q: 3 clusters Score -7464133 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -7464385.000000 Penalty: 3307.357666
	Iteration 28Q: 3 clusters Score -7464385 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7464636.000000 Penalty: 3307.357666
	Iteration 29Q: 3 clusters Score -7464636 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -7464844.000000 Penalty: 3307.357666
	Iteration 30Q: 3 clusters Score -7464844 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -7465085.500000 Penalty: 3307.357666
	Iteration 31Q: 3 clusters Score -7465086 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -7465348.000000 Penalty: 3307.357666
	Iteration 32Q: 3 clusters Score -7465348 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -7465549.000000 Penalty: 3307.357666
	Iteration 33Q: 3 clusters Score -7465549 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -7465716.500000 Penalty: 3307.357666
	Iteration 34Q: 3 clusters Score -7465716 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -7465924.000000 Penalty: 3307.357666
	Iteration 35Q: 3 clusters Score -7465924 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -7466103.500000 Penalty: 3307.357666
	Iteration 36Q: 3 clusters Score -7466104 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -7466231.000000 Penalty: 3307.357666
	Iteration 37Q: 3 clusters Score -7466231 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -7466312.000000 Penalty: 3307.357666
	Iteration 38Q: 3 clusters Score -7466312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -7466383.000000 Penalty: 3307.357666
	Iteration 39Q: 3 clusters Score -7466383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -7466460.500000 Penalty: 3307.357666
	Iteration 40F: 3 clusters Score -7466460 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -7466514.000000 Penalty: 3307.357666
	Iteration 41Q: 3 clusters Score -7466514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -7466532.000000 Penalty: 3307.357666
	Iteration 42Q: 3 clusters Score -7466532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -7466573.500000 Penalty: 3307.357666
	Iteration 43Q: 3 clusters Score -7466574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -7466606.500000 Penalty: 3307.357666
	Iteration 44Q: 3 clusters Score -7466606 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -7466628.500000 Penalty: 3307.357666
	Iteration 45Q: 3 clusters Score -7466628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -7466628.500000 Penalty: 3307.357666
	Iteration 46Q: 3 clusters Score -7466628 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -7466635.000000 Penalty: 3307.357666
	Iteration 47Q: 3 clusters Score -7466635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -7466670.000000 Penalty: 3307.357666
	Iteration 48Q: 3 clusters Score -7466670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -7466688.500000 Penalty: 3307.357666
	Iteration 49Q: 3 clusters Score -7466688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -7466703.000000 Penalty: 3307.357666
	Iteration 50Q: 3 clusters Score -7466703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -7466709.500000 Penalty: 3307.357666
	Iteration 51Q: 3 clusters Score -7466710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -7466717.500000 Penalty: 3307.357666
	Iteration 52Q: 3 clusters Score -7466718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -7466719.000000 Penalty: 3307.357666
	Iteration 53Q: 3 clusters Score -7466719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -7466732.000000 Penalty: 3307.357666
	Iteration 54Q: 3 clusters Score -7466732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -7466726.500000 Penalty: 3307.357666
	Iteration 55Q: 3 clusters Score -7466726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -7466743.000000 Penalty: 3307.357666
	Iteration 56Q: 3 clusters Score -7466743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7466745.000000 Penalty: 3307.357666
	Iteration 57Q: 3 clusters Score -7466745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -7466758.500000 Penalty: 3307.357666
	Iteration 58Q: 3 clusters Score -7466758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -7466777.500000 Penalty: 3307.357666
	Iteration 59Q: 3 clusters Score -7466778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -7466773.500000 Penalty: 3307.357666
	Iteration 60F: 3 clusters Score -7466774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -7466768.500000 Penalty: 3307.357666
	Iteration 61Q: 3 clusters Score -7466768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -7466802.000000 Penalty: 3307.357666
	Iteration 62Q: 3 clusters Score -7466802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -7466803.000000 Penalty: 3307.357666
	Iteration 63Q: 3 clusters Score -7466803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -7466804.500000 Penalty: 3307.357666
	Iteration 64Q: 3 clusters Score -7466804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -7466819.000000 Penalty: 3307.357666
	Iteration 65Q: 3 clusters Score -7466819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -7466803.500000 Penalty: 3307.357666
	Iteration 66Q: 3 clusters Score -7466804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -7466814.500000 Penalty: 3307.357666
	Iteration 67Q: 3 clusters Score -7466814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -7466816.500000 Penalty: 3307.357666
	Iteration 68Q: 3 clusters Score -7466816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -7466808.000000 Penalty: 3307.357666
	Iteration 69Q: 3 clusters Score -7466808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -7466812.000000 Penalty: 3307.357666
	Iteration 70Q: 3 clusters Score -7466812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -7466814.000000 Penalty: 3307.357666
	Iteration 71Q: 3 clusters Score -7466814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -7466807.000000 Penalty: 3307.357666
	Iteration 72Q: 3 clusters Score -7466807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -7466803.500000 Penalty: 3307.357666
	Iteration 73Q: 3 clusters Score -7466804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -7466808.000000 Penalty: 3307.357666
	Iteration 74Q: 3 clusters Score -7466808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -7466815.500000 Penalty: 3307.357666
	Iteration 75Q: 3 clusters Score -7466816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -7466811.000000 Penalty: 3307.357666
	Iteration 76Q: 3 clusters Score -7466811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -7466818.000000 Penalty: 3307.357666
	Iteration 77Q: 3 clusters Score -7466818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7466817.500000 Penalty: 3307.357666
	Iteration 78Q: 3 clusters Score -7466818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -7466815.500000 Penalty: 3307.357666
	Iteration 79Q: 3 clusters Score -7466816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -7466822.500000 Penalty: 3307.357666
	Iteration 80F: 3 clusters Score -7466822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -7466824.500000 Penalty: 3307.357666
	Iteration 81Q: 3 clusters Score -7466824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -7466824.000000 Penalty: 3307.357666
	Iteration 82Q: 3 clusters Score -7466824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -7466818.000000 Penalty: 3307.357666
	Iteration 83Q: 3 clusters Score -7466818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -7466816.500000 Penalty: 3307.357666
	Iteration 84Q: 3 clusters Score -7466816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -7466816.500000 Penalty: 3307.357666
	Iteration 85F: 3 clusters Score -7466816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Entering Unmasked Estep 
Score: -8983682.000000 Penalty: 1674.224487
	Iteration 0F: 2 clusters Score -8983682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -8933508.000000 Penalty: 3348.448975
	Iteration 0F: 3 clusters Score -8933508 nChanged 36330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8953810.000000 Penalty: 3348.448975
	Iteration 1F: 3 clusters Score -8953810 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -8954590.000000 Penalty: 3348.448975
	Iteration 2Q: 3 clusters Score -8954590 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -8955486.000000 Penalty: 3348.448975
	Iteration 3Q: 3 clusters Score -8955486 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8956439.000000 Penalty: 3348.448975
	Iteration 4Q: 3 clusters Score -8956439 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8958039.000000 Penalty: 3348.448975
	Iteration 5Q: 3 clusters Score -8958039 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -8960561.000000 Penalty: 3348.448975
	Iteration 6F: 3 clusters Score -8960561 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -8963979.000000 Penalty: 3348.448975
	Iteration 7F: 3 clusters Score -8963979 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -8967820.000000 Penalty: 3348.448975
	Iteration 8F: 3 clusters Score -8967820 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -8971040.000000 Penalty: 3348.448975
	Iteration 9F: 3 clusters Score -8971040 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -8973092.000000 Penalty: 3348.448975
	Iteration 10F: 3 clusters Score -8973092 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8974279.000000 Penalty: 3348.448975
	Iteration 11Q: 3 clusters Score -8974279 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -8975085.000000 Penalty: 3348.448975
	Iteration 12Q: 3 clusters Score -8975085 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8975634.000000 Penalty: 3348.448975
	Iteration 13Q: 3 clusters Score -8975634 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8976003.000000 Penalty: 3348.448975
	Iteration 14Q: 3 clusters Score -8976003 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8976286.000000 Penalty: 3348.448975
	Iteration 15Q: 3 clusters Score -8976286 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8976487.000000 Penalty: 3348.448975
	Iteration 16Q: 3 clusters Score -8976487 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8976696.000000 Penalty: 3348.448975
	Iteration 17Q: 3 clusters Score -8976696 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8976838.000000 Penalty: 3348.448975
	Iteration 18Q: 3 clusters Score -8976838 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8977049.000000 Penalty: 3348.448975
	Iteration 19Q: 3 clusters Score -8977049 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8977175.000000 Penalty: 3348.448975
	Iteration 20F: 3 clusters Score -8977175 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8977237.000000 Penalty: 3348.448975
	Iteration 21Q: 3 clusters Score -8977237 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8977350.000000 Penalty: 3348.448975
	Iteration 22Q: 3 clusters Score -8977350 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8977474.000000 Penalty: 3348.448975
	Iteration 23Q: 3 clusters Score -8977474 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8977617.000000 Penalty: 3348.448975
	Iteration 24Q: 3 clusters Score -8977617 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8977712.000000 Penalty: 3348.448975
	Iteration 25Q: 3 clusters Score -8977712 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -8977760.000000 Penalty: 3348.448975
	Iteration 26Q: 3 clusters Score -8977760 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -8977828.000000 Penalty: 3348.448975
	Iteration 27Q: 3 clusters Score -8977828 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -8977928.000000 Penalty: 3348.448975
	Iteration 28Q: 3 clusters Score -8977928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -8978002.000000 Penalty: 3348.448975
	Iteration 29Q: 3 clusters Score -8978002 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -8978041.000000 Penalty: 3348.448975
	Iteration 30Q: 3 clusters Score -8978041 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -8978069.000000 Penalty: 3348.448975
	Iteration 31Q: 3 clusters Score -8978069 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -8978140.000000 Penalty: 3348.448975
	Iteration 32Q: 3 clusters Score -8978140 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -8978188.000000 Penalty: 3348.448975
	Iteration 33Q: 3 clusters Score -8978188 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -8978238.000000 Penalty: 3348.448975
	Iteration 34Q: 3 clusters Score -8978238 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -8978259.000000 Penalty: 3348.448975
	Iteration 35Q: 3 clusters Score -8978259 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -8978308.000000 Penalty: 3348.448975
	Iteration 36Q: 3 clusters Score -8978308 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -8978388.000000 Penalty: 3348.448975
	Iteration 37Q: 3 clusters Score -8978388 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -8978409.000000 Penalty: 3348.448975
	Iteration 38Q: 3 clusters Score -8978409 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -8978455.000000 Penalty: 3348.448975
	Iteration 39Q: 3 clusters Score -8978455 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -8978516.000000 Penalty: 3348.448975
	Iteration 40F: 3 clusters Score -8978516 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -8978578.000000 Penalty: 3348.448975
	Iteration 41Q: 3 clusters Score -8978578 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -8978678.000000 Penalty: 3348.448975
	Iteration 42Q: 3 clusters Score -8978678 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -8978745.000000 Penalty: 3348.448975
	Iteration 43Q: 3 clusters Score -8978745 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -8978815.000000 Penalty: 3348.448975
	Iteration 44Q: 3 clusters Score -8978815 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -8978936.000000 Penalty: 3348.448975
	Iteration 45Q: 3 clusters Score -8978936 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -8979021.000000 Penalty: 3348.448975
	Iteration 46Q: 3 clusters Score -8979021 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -8979136.000000 Penalty: 3348.448975
	Iteration 47Q: 3 clusters Score -8979136 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -8979225.000000 Penalty: 3348.448975
	Iteration 48Q: 3 clusters Score -8979225 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -8979377.000000 Penalty: 3348.448975
	Iteration 49Q: 3 clusters Score -8979377 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -8979493.000000 Penalty: 3348.448975
	Iteration 50Q: 3 clusters Score -8979493 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -8979650.000000 Penalty: 3348.448975
	Iteration 51Q: 3 clusters Score -8979650 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -8979770.000000 Penalty: 3348.448975
	Iteration 52Q: 3 clusters Score -8979770 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -8979957.000000 Penalty: 3348.448975
	Iteration 53Q: 3 clusters Score -8979957 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -8980167.000000 Penalty: 3348.448975
	Iteration 54Q: 3 clusters Score -8980167 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -8980370.000000 Penalty: 3348.448975
	Iteration 55Q: 3 clusters Score -8980370 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8980604.000000 Penalty: 3348.448975
	Iteration 56Q: 3 clusters Score -8980604 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -8980757.000000 Penalty: 3348.448975
	Iteration 57Q: 3 clusters Score -8980757 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -8980981.000000 Penalty: 3348.448975
	Iteration 58Q: 3 clusters Score -8980981 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -8981159.000000 Penalty: 3348.448975
	Iteration 59Q: 3 clusters Score -8981159 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -8981412.000000 Penalty: 3348.448975
	Iteration 60F: 3 clusters Score -8981412 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -8981551.000000 Penalty: 3348.448975
	Iteration 61Q: 3 clusters Score -8981551 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -8981777.000000 Penalty: 3348.448975
	Iteration 62Q: 3 clusters Score -8981777 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -8981994.000000 Penalty: 3348.448975
	Iteration 63Q: 3 clusters Score -8981994 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -8982095.000000 Penalty: 3348.448975
	Iteration 64Q: 3 clusters Score -8982095 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -8982184.000000 Penalty: 3348.448975
	Iteration 65Q: 3 clusters Score -8982184 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -8982285.000000 Penalty: 3348.448975
	Iteration 66Q: 3 clusters Score -8982285 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -8982437.000000 Penalty: 3348.448975
	Iteration 67Q: 3 clusters Score -8982437 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -8982526.000000 Penalty: 3348.448975
	Iteration 68Q: 3 clusters Score -8982526 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -8982610.000000 Penalty: 3348.448975
	Iteration 69Q: 3 clusters Score -8982610 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -8982682.000000 Penalty: 3348.448975
	Iteration 70Q: 3 clusters Score -8982682 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -8982777.000000 Penalty: 3348.448975
	Iteration 71Q: 3 clusters Score -8982777 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -8982861.000000 Penalty: 3348.448975
	Iteration 72Q: 3 clusters Score -8982861 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -8982920.000000 Penalty: 3348.448975
	Iteration 73Q: 3 clusters Score -8982920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -8982946.000000 Penalty: 3348.448975
	Iteration 74Q: 3 clusters Score -8982946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -8982979.000000 Penalty: 3348.448975
	Iteration 75Q: 3 clusters Score -8982979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -8982984.000000 Penalty: 3348.448975
	Iteration 76Q: 3 clusters Score -8982984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -8982988.000000 Penalty: 3348.448975
	Iteration 77Q: 3 clusters Score -8982988 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -8983029.000000 Penalty: 3348.448975
	Iteration 78Q: 3 clusters Score -8983029 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -8983062.000000 Penalty: 3348.448975
	Iteration 79Q: 3 clusters Score -8983062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -8983111.000000 Penalty: 3348.448975
	Iteration 80F: 3 clusters Score -8983111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -8983122.000000 Penalty: 3348.448975
	Iteration 81Q: 3 clusters Score -8983122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -8983140.000000 Penalty: 3348.448975
	Iteration 82Q: 3 clusters Score -8983140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -8983157.000000 Penalty: 3348.448975
	Iteration 83Q: 3 clusters Score -8983157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -8983156.000000 Penalty: 3348.448975
	Iteration 84Q: 3 clusters Score -8983156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -8983160.000000 Penalty: 3348.448975
	Iteration 85Q: 3 clusters Score -8983160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -8983185.000000 Penalty: 3348.448975
	Iteration 86Q: 3 clusters Score -8983185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -8983190.000000 Penalty: 3348.448975
	Iteration 87Q: 3 clusters Score -8983190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -8983196.000000 Penalty: 3348.448975
	Iteration 88Q: 3 clusters Score -8983196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -8983200.000000 Penalty: 3348.448975
	Iteration 89Q: 3 clusters Score -8983200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -8983219.000000 Penalty: 3348.448975
	Iteration 90Q: 3 clusters Score -8983219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -8983220.000000 Penalty: 3348.448975
	Iteration 91Q: 3 clusters Score -8983220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -8983236.000000 Penalty: 3348.448975
	Iteration 92Q: 3 clusters Score -8983236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -8983243.000000 Penalty: 3348.448975
	Iteration 93Q: 3 clusters Score -8983243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -8983252.000000 Penalty: 3348.448975
	Iteration 94Q: 3 clusters Score -8983252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -8983259.000000 Penalty: 3348.448975
	Iteration 95Q: 3 clusters Score -8983259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -8983255.000000 Penalty: 3348.448975
	Iteration 96Q: 3 clusters Score -8983255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -8983266.000000 Penalty: 3348.448975
	Iteration 97Q: 3 clusters Score -8983266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -8983275.000000 Penalty: 3348.448975
	Iteration 98Q: 3 clusters Score -8983275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -8983271.000000 Penalty: 3348.448975
	Iteration 99Q: 3 clusters Score -8983271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -8983273.000000 Penalty: 3348.448975
	Iteration 100F: 3 clusters Score -8983273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -8983275.000000 Penalty: 3348.448975
	Iteration 101Q: 3 clusters Score -8983275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -8983271.000000 Penalty: 3348.448975
	Iteration 102Q: 3 clusters Score -8983271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -8983288.000000 Penalty: 3348.448975
	Iteration 103Q: 3 clusters Score -8983288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -8983286.000000 Penalty: 3348.448975
	Iteration 104Q: 3 clusters Score -8983286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -8983291.000000 Penalty: 3348.448975
	Iteration 105Q: 3 clusters Score -8983291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -8983292.000000 Penalty: 3348.448975
	Iteration 106Q: 3 clusters Score -8983292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -8983300.000000 Penalty: 3348.448975
	Iteration 107Q: 3 clusters Score -8983300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -8983295.000000 Penalty: 3348.448975
	Iteration 108Q: 3 clusters Score -8983295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -8983297.000000 Penalty: 3348.448975
	Iteration 109Q: 3 clusters Score -8983297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -8983294.000000 Penalty: 3348.448975
	Iteration 110Q: 3 clusters Score -8983294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -8983303.000000 Penalty: 3348.448975
	Iteration 111Q: 3 clusters Score -8983303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -8983306.000000 Penalty: 3348.448975
	Iteration 112Q: 3 clusters Score -8983306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -8983303.000000 Penalty: 3348.448975
	Iteration 113Q: 3 clusters Score -8983303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -8983302.000000 Penalty: 3348.448975
	Iteration 114Q: 3 clusters Score -8983302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -8983312.000000 Penalty: 3348.448975
	Iteration 115Q: 3 clusters Score -8983312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -8983307.000000 Penalty: 3348.448975
	Iteration 116Q: 3 clusters Score -8983307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -8983306.000000 Penalty: 3348.448975
	Iteration 117Q: 3 clusters Score -8983306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -8983302.000000 Penalty: 3348.448975
	Iteration 118Q: 3 clusters Score -8983302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -8983302.000000 Penalty: 3348.448975
	Iteration 119Q: 3 clusters Score -8983302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -8983318.000000 Penalty: 3348.448975
	Iteration 120F: 3 clusters Score -8983318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -8983316.000000 Penalty: 3348.448975
	Iteration 121Q: 3 clusters Score -8983316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -8983309.000000 Penalty: 3348.448975
	Iteration 122Q: 3 clusters Score -8983309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -8983304.000000 Penalty: 3348.448975
	Iteration 123Q: 3 clusters Score -8983304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -8983303.000000 Penalty: 3348.448975
	Iteration 124Q: 3 clusters Score -8983303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -8983303.000000 Penalty: 3348.448975
	Iteration 125Q: 3 clusters Score -8983303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8983297.000000 Penalty: 3348.448975
	Iteration 126Q: 3 clusters Score -8983297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -8983293.000000 Penalty: 3348.448975
	Iteration 127Q: 3 clusters Score -8983293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -8983299.000000 Penalty: 3348.448975
	Iteration 128Q: 3 clusters Score -8983299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -8983295.000000 Penalty: 3348.448975
	Iteration 129Q: 3 clusters Score -8983295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -8983296.000000 Penalty: 3348.448975
	Iteration 130Q: 3 clusters Score -8983296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -8983291.000000 Penalty: 3348.448975
	Iteration 131Q: 3 clusters Score -8983291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -8983289.000000 Penalty: 3348.448975
	Iteration 132Q: 3 clusters Score -8983289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -8983292.000000 Penalty: 3348.448975
	Iteration 133Q: 3 clusters Score -8983292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -8983295.000000 Penalty: 3348.448975
	Iteration 134Q: 3 clusters Score -8983295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -8983298.000000 Penalty: 3348.448975
	Iteration 135Q: 3 clusters Score -8983298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -8983295.000000 Penalty: 3348.448975
	Iteration 136Q: 3 clusters Score -8983295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -8983301.000000 Penalty: 3348.448975
	Iteration 137Q: 3 clusters Score -8983301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -8983300.000000 Penalty: 3348.448975
	Iteration 138Q: 3 clusters Score -8983300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -8983290.000000 Penalty: 3348.448975
	Iteration 139Q: 3 clusters Score -8983290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -8983299.000000 Penalty: 3348.448975
	Iteration 140F: 3 clusters Score -8983299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -8983299.000000 Penalty: 3348.448975
	Iteration 141Q: 3 clusters Score -8983299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -8983302.000000 Penalty: 3348.448975
	Iteration 142Q: 3 clusters Score -8983302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -8983301.000000 Penalty: 3348.448975
	Iteration 143Q: 3 clusters Score -8983301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -8983304.000000 Penalty: 3348.448975
	Iteration 144Q: 3 clusters Score -8983304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -8983304.000000 Penalty: 3348.448975
	Iteration 145Q: 3 clusters Score -8983304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -8983314.000000 Penalty: 3348.448975
	Iteration 146Q: 3 clusters Score -8983314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -8983304.000000 Penalty: 3348.448975
	Iteration 147Q: 3 clusters Score -8983304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -8983301.000000 Penalty: 3348.448975
	Iteration 148Q: 3 clusters Score -8983301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -8983301.000000 Penalty: 3348.448975
	Iteration 149Q: 3 clusters Score -8983301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -8983312.000000 Penalty: 3348.448975
	Iteration 150Q: 3 clusters Score -8983312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -8983320.000000 Penalty: 3348.448975
	Iteration 151Q: 3 clusters Score -8983320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -8983318.000000 Penalty: 3348.448975
	Iteration 152Q: 3 clusters Score -8983318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -8983328.000000 Penalty: 3348.448975
	Iteration 153Q: 3 clusters Score -8983328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -8983325.000000 Penalty: 3348.448975
	Iteration 154Q: 3 clusters Score -8983325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -8983323.000000 Penalty: 3348.448975
	Iteration 155Q: 3 clusters Score -8983323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -8983322.000000 Penalty: 3348.448975
	Iteration 156Q: 3 clusters Score -8983322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -8983323.000000 Penalty: 3348.448975
	Iteration 157Q: 3 clusters Score -8983323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -8983325.000000 Penalty: 3348.448975
	Iteration 158Q: 3 clusters Score -8983325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -8983326.000000 Penalty: 3348.448975
	Iteration 159Q: 3 clusters Score -8983326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -8983320.000000 Penalty: 3348.448975
	Iteration 160F: 3 clusters Score -8983320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -8983321.000000 Penalty: 3348.448975
	Iteration 161Q: 3 clusters Score -8983321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -8983318.000000 Penalty: 3348.448975
	Iteration 162Q: 3 clusters Score -8983318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -8983314.000000 Penalty: 3348.448975
	Iteration 163Q: 3 clusters Score -8983314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -8983321.000000 Penalty: 3348.448975
	Iteration 164Q: 3 clusters Score -8983321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -8983323.000000 Penalty: 3348.448975
	Iteration 165Q: 3 clusters Score -8983323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -8983320.000000 Penalty: 3348.448975
	Iteration 166Q: 3 clusters Score -8983320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -8983320.000000 Penalty: 3348.448975
	Iteration 167F: 3 clusters Score -8983320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -682516.125000 Penalty: 1299.390869
	Iteration 0F: 2 clusters Score -682516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -678071.562500 Penalty: 2598.781738
	Iteration 0F: 3 clusters Score -678071.6 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -679399.875000 Penalty: 2598.781738
	Iteration 1F: 3 clusters Score -679399.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -679647.250000 Penalty: 2598.781738
	Iteration 2F: 3 clusters Score -679647.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -679837.437500 Penalty: 2598.781738
	Iteration 3F: 3 clusters Score -679837.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -679972.250000 Penalty: 2598.781738
	Iteration 4Q: 3 clusters Score -679972.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -680082.750000 Penalty: 2598.781738
	Iteration 5Q: 3 clusters Score -680082.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -680164.937500 Penalty: 2598.781738
	Iteration 6Q: 3 clusters Score -680164.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -680241.000000 Penalty: 2598.781738
	Iteration 7Q: 3 clusters Score -680241 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -680317.500000 Penalty: 2598.781738
	Iteration 8Q: 3 clusters Score -680317.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -680383.000000 Penalty: 2598.781738
	Iteration 9Q: 3 clusters Score -680383 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -680437.312500 Penalty: 2598.781738
	Iteration 10Q: 3 clusters Score -680437.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -680484.687500 Penalty: 2598.781738
	Iteration 11Q: 3 clusters Score -680484.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -680544.125000 Penalty: 2598.781738
	Iteration 12Q: 3 clusters Score -680544.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -680594.625000 Penalty: 2598.781738
	Iteration 13Q: 3 clusters Score -680594.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -680639.375000 Penalty: 2598.781738
	Iteration 14Q: 3 clusters Score -680639.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -680685.000000 Penalty: 2598.781738
	Iteration 15Q: 3 clusters Score -680685 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -680745.375000 Penalty: 2598.781738
	Iteration 16Q: 3 clusters Score -680745.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -680812.562500 Penalty: 2598.781738
	Iteration 17Q: 3 clusters Score -680812.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -680868.312500 Penalty: 2598.781738
	Iteration 18Q: 3 clusters Score -680868.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -680923.062500 Penalty: 2598.781738
	Iteration 19Q: 3 clusters Score -680923.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -680970.750000 Penalty: 2598.781738
	Iteration 20F: 3 clusters Score -680970.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -681014.875000 Penalty: 2598.781738
	Iteration 21Q: 3 clusters Score -681014.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -681054.250000 Penalty: 2598.781738
	Iteration 22Q: 3 clusters Score -681054.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -681085.750000 Penalty: 2598.781738
	Iteration 23Q: 3 clusters Score -681085.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -681120.375000 Penalty: 2598.781738
	Iteration 24Q: 3 clusters Score -681120.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -681162.125000 Penalty: 2598.781738
	Iteration 25Q: 3 clusters Score -681162.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -681203.187500 Penalty: 2598.781738
	Iteration 26Q: 3 clusters Score -681203.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -681232.437500 Penalty: 2598.781738
	Iteration 27Q: 3 clusters Score -681232.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -681269.750000 Penalty: 2598.781738
	Iteration 28Q: 3 clusters Score -681269.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -681299.687500 Penalty: 2598.781738
	Iteration 29Q: 3 clusters Score -681299.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -681329.937500 Penalty: 2598.781738
	Iteration 30Q: 3 clusters Score -681329.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -681358.937500 Penalty: 2598.781738
	Iteration 31Q: 3 clusters Score -681358.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -681388.937500 Penalty: 2598.781738
	Iteration 32Q: 3 clusters Score -681388.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -681410.625000 Penalty: 2598.781738
	Iteration 33Q: 3 clusters Score -681410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -681424.062500 Penalty: 2598.781738
	Iteration 34Q: 3 clusters Score -681424.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -681432.812500 Penalty: 2598.781738
	Iteration 35Q: 3 clusters Score -681432.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -681443.562500 Penalty: 2598.781738
	Iteration 36Q: 3 clusters Score -681443.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -681449.437500 Penalty: 2598.781738
	Iteration 37Q: 3 clusters Score -681449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -681453.937500 Penalty: 2598.781738
	Iteration 38Q: 3 clusters Score -681453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -681455.562500 Penalty: 2598.781738
	Iteration 39Q: 3 clusters Score -681455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -681457.812500 Penalty: 2598.781738
	Iteration 40F: 3 clusters Score -681457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Entering Unmasked Estep 
Score: -4964796.000000 Penalty: 1584.357788
	Iteration 0F: 2 clusters Score -4964796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4937382.500000 Penalty: 3168.715576
	Iteration 0F: 3 clusters Score -4937382 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4948183.500000 Penalty: 3168.715576
	Iteration 1F: 3 clusters Score -4948184 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4949078.500000 Penalty: 3168.715576
	Iteration 2F: 3 clusters Score -4949078 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4950152.500000 Penalty: 3168.715576
	Iteration 3F: 3 clusters Score -4950152 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4951416.000000 Penalty: 3168.715576
	Iteration 4F: 3 clusters Score -4951416 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -4952744.500000 Penalty: 3168.715576
	Iteration 5F: 3 clusters Score -4952744 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4953944.500000 Penalty: 3168.715576
	Iteration 6F: 3 clusters Score -4953944 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4954893.500000 Penalty: 3168.715576
	Iteration 7F: 3 clusters Score -4954894 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4955762.000000 Penalty: 3168.715576
	Iteration 8Q: 3 clusters Score -4955762 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4956568.000000 Penalty: 3168.715576
	Iteration 9Q: 3 clusters Score -4956568 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4957348.500000 Penalty: 3168.715576
	Iteration 10Q: 3 clusters Score -4957348 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4958105.000000 Penalty: 3168.715576
	Iteration 11Q: 3 clusters Score -4958105 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4958875.500000 Penalty: 3168.715576
	Iteration 12Q: 3 clusters Score -4958876 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4959718.000000 Penalty: 3168.715576
	Iteration 13Q: 3 clusters Score -4959718 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4960705.500000 Penalty: 3168.715576
	Iteration 14Q: 3 clusters Score -4960706 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4961739.500000 Penalty: 3168.715576
	Iteration 15Q: 3 clusters Score -4961740 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4962747.500000 Penalty: 3168.715576
	Iteration 16Q: 3 clusters Score -4962748 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4963572.500000 Penalty: 3168.715576
	Iteration 17Q: 3 clusters Score -4963572 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -4964056.500000 Penalty: 3168.715576
	Iteration 18Q: 3 clusters Score -4964056 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -4964337.500000 Penalty: 3168.715576
	Iteration 19Q: 3 clusters Score -4964338 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -4964544.000000 Penalty: 3168.715576
	Iteration 20F: 3 clusters Score -4964544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4964709.500000 Penalty: 3168.715576
	Iteration 21Q: 3 clusters Score -4964710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4964798.500000 Penalty: 3168.715576
	Iteration 22Q: 3 clusters Score -4964798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4964847.500000 Penalty: 3168.715576
	Iteration 23Q: 3 clusters Score -4964848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -4964871.000000 Penalty: 3168.715576
	Iteration 24Q: 3 clusters Score -4964871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4964895.000000 Penalty: 3168.715576
	Iteration 25Q: 3 clusters Score -4964895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4964900.000000 Penalty: 3168.715576
	Iteration 26Q: 3 clusters Score -4964900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -4964907.500000 Penalty: 3168.715576
	Iteration 27Q: 3 clusters Score -4964908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4964903.500000 Penalty: 3168.715576
	Iteration 28Q: 3 clusters Score -4964904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4964909.000000 Penalty: 3168.715576
	Iteration 29Q: 3 clusters Score -4964909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -4964924.000000 Penalty: 3168.715576
	Iteration 30Q: 3 clusters Score -4964924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4964915.000000 Penalty: 3168.715576
	Iteration 31Q: 3 clusters Score -4964915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4964918.000000 Penalty: 3168.715576
	Iteration 32Q: 3 clusters Score -4964918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4964912.000000 Penalty: 3168.715576
	Iteration 33Q: 3 clusters Score -4964912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4964915.000000 Penalty: 3168.715576
	Iteration 34Q: 3 clusters Score -4964915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4964915.000000 Penalty: 3168.715576
	Iteration 35F: 3 clusters Score -4964915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20452 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 69479 members 
Mstep: Class 7 contains 23112 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67066 members 
Mstep: Class 11 contains 76996 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 26465 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16048 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 21023 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 53006 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113446 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10578 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44052 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46696 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Mstep: Class 57 contains 40372 members 
Entering Unmasked Estep 
Score: -111088080.000000 Penalty: 117209.742188
Splitting cluster 13 changes total score from -111088704.000000 to -111088080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (72999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Entering Unmasked Estep 
Score: -8514363.000000 Penalty: 1666.292358
	Iteration 0F: 2 clusters Score -8514363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -8466573.000000 Penalty: 3332.584717
	Iteration 0F: 3 clusters Score -8466573 nChanged 34370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -8485986.000000 Penalty: 3332.584717
	Iteration 1F: 3 clusters Score -8485986 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -8486574.000000 Penalty: 3332.584717
	Iteration 2Q: 3 clusters Score -8486574 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -8487191.000000 Penalty: 3332.584717
	Iteration 3Q: 3 clusters Score -8487191 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -8487961.000000 Penalty: 3332.584717
	Iteration 4Q: 3 clusters Score -8487961 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8489102.000000 Penalty: 3332.584717
	Iteration 5Q: 3 clusters Score -8489102 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8490875.000000 Penalty: 3332.584717
	Iteration 6F: 3 clusters Score -8490875 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8493814.000000 Penalty: 3332.584717
	Iteration 7F: 3 clusters Score -8493814 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -8498187.000000 Penalty: 3332.584717
	Iteration 8F: 3 clusters Score -8498187 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8503072.000000 Penalty: 3332.584717
	Iteration 9F: 3 clusters Score -8503072 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8507433.000000 Penalty: 3332.584717
	Iteration 10F: 3 clusters Score -8507433 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8510268.000000 Penalty: 3332.584717
	Iteration 11Q: 3 clusters Score -8510268 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8511735.000000 Penalty: 3332.584717
	Iteration 12Q: 3 clusters Score -8511735 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8512423.000000 Penalty: 3332.584717
	Iteration 13Q: 3 clusters Score -8512423 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8512729.000000 Penalty: 3332.584717
	Iteration 14Q: 3 clusters Score -8512729 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8512877.000000 Penalty: 3332.584717
	Iteration 15Q: 3 clusters Score -8512877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8512952.000000 Penalty: 3332.584717
	Iteration 16Q: 3 clusters Score -8512952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8513009.000000 Penalty: 3332.584717
	Iteration 17Q: 3 clusters Score -8513009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8513018.000000 Penalty: 3332.584717
	Iteration 18Q: 3 clusters Score -8513018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8513033.000000 Penalty: 3332.584717
	Iteration 19Q: 3 clusters Score -8513033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8513039.000000 Penalty: 3332.584717
	Iteration 20F: 3 clusters Score -8513039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8513049.000000 Penalty: 3332.584717
	Iteration 21Q: 3 clusters Score -8513049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8513058.000000 Penalty: 3332.584717
	Iteration 22Q: 3 clusters Score -8513058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8513068.000000 Penalty: 3332.584717
	Iteration 23Q: 3 clusters Score -8513068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8513072.000000 Penalty: 3332.584717
	Iteration 24Q: 3 clusters Score -8513072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8513087.000000 Penalty: 3332.584717
	Iteration 25Q: 3 clusters Score -8513087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8513085.000000 Penalty: 3332.584717
	Iteration 26Q: 3 clusters Score -8513085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8513090.000000 Penalty: 3332.584717
	Iteration 27Q: 3 clusters Score -8513090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8513094.000000 Penalty: 3332.584717
	Iteration 28Q: 3 clusters Score -8513094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8513098.000000 Penalty: 3332.584717
	Iteration 29Q: 3 clusters Score -8513098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8513098.000000 Penalty: 3332.584717
	Iteration 30F: 3 clusters Score -8513098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -1205585.875000 Penalty: 1381.881592
	Iteration 0F: 2 clusters Score -1205586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1198289.625000 Penalty: 2763.763184
	Iteration 0F: 3 clusters Score -1198290 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1200893.000000 Penalty: 2763.763184
	Iteration 1F: 3 clusters Score -1200893 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1201296.000000 Penalty: 2763.763184
	Iteration 2F: 3 clusters Score -1201296 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1201596.875000 Penalty: 2763.763184
	Iteration 3F: 3 clusters Score -1201597 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1201784.625000 Penalty: 2763.763184
	Iteration 4Q: 3 clusters Score -1201785 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1201936.000000 Penalty: 2763.763184
	Iteration 5Q: 3 clusters Score -1201936 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1202072.750000 Penalty: 2763.763184
	Iteration 6Q: 3 clusters Score -1202073 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1202176.250000 Penalty: 2763.763184
	Iteration 7Q: 3 clusters Score -1202176 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1202264.125000 Penalty: 2763.763184
	Iteration 8Q: 3 clusters Score -1202264 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1202339.500000 Penalty: 2763.763184
	Iteration 9Q: 3 clusters Score -1202340 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1202413.250000 Penalty: 2763.763184
	Iteration 10Q: 3 clusters Score -1202413 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1202483.750000 Penalty: 2763.763184
	Iteration 11Q: 3 clusters Score -1202484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1202562.250000 Penalty: 2763.763184
	Iteration 12Q: 3 clusters Score -1202562 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1202662.875000 Penalty: 2763.763184
	Iteration 13Q: 3 clusters Score -1202663 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1202774.625000 Penalty: 2763.763184
	Iteration 14Q: 3 clusters Score -1202775 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1202905.125000 Penalty: 2763.763184
	Iteration 15Q: 3 clusters Score -1202905 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1203047.750000 Penalty: 2763.763184
	Iteration 16Q: 3 clusters Score -1203048 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1203210.500000 Penalty: 2763.763184
	Iteration 17Q: 3 clusters Score -1203210 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1203380.500000 Penalty: 2763.763184
	Iteration 18Q: 3 clusters Score -1203380 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1203573.000000 Penalty: 2763.763184
	Iteration 19Q: 3 clusters Score -1203573 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1203771.000000 Penalty: 2763.763184
	Iteration 20F: 3 clusters Score -1203771 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1203965.750000 Penalty: 2763.763184
	Iteration 21Q: 3 clusters Score -1203966 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1204138.500000 Penalty: 2763.763184
	Iteration 22Q: 3 clusters Score -1204138 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1204332.500000 Penalty: 2763.763184
	Iteration 23Q: 3 clusters Score -1204332 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1204525.875000 Penalty: 2763.763184
	Iteration 24Q: 3 clusters Score -1204526 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1204671.625000 Penalty: 2763.763184
	Iteration 25Q: 3 clusters Score -1204672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1204785.625000 Penalty: 2763.763184
	Iteration 26Q: 3 clusters Score -1204786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1204874.750000 Penalty: 2763.763184
	Iteration 27Q: 3 clusters Score -1204875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1204937.125000 Penalty: 2763.763184
	Iteration 28Q: 3 clusters Score -1204937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1204982.375000 Penalty: 2763.763184
	Iteration 29Q: 3 clusters Score -1204982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1205011.500000 Penalty: 2763.763184
	Iteration 30Q: 3 clusters Score -1205012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1205039.500000 Penalty: 2763.763184
	Iteration 31Q: 3 clusters Score -1205040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1205062.875000 Penalty: 2763.763184
	Iteration 32Q: 3 clusters Score -1205063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1205068.500000 Penalty: 2763.763184
	Iteration 33Q: 3 clusters Score -1205068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1205075.125000 Penalty: 2763.763184
	Iteration 34Q: 3 clusters Score -1205075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1205082.375000 Penalty: 2763.763184
	Iteration 35Q: 3 clusters Score -1205082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1205085.625000 Penalty: 2763.763184
	Iteration 36Q: 3 clusters Score -1205086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1205088.750000 Penalty: 2763.763184
	Iteration 37Q: 3 clusters Score -1205089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1205090.750000 Penalty: 2763.763184
	Iteration 38Q: 3 clusters Score -1205091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1205093.000000 Penalty: 2763.763184
	Iteration 39Q: 3 clusters Score -1205093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1205095.000000 Penalty: 2763.763184
	Iteration 40F: 3 clusters Score -1205095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Entering Unmasked Estep 
Score: -1178390.375000 Penalty: 1379.645630
	Iteration 0F: 2 clusters Score -1178390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1171171.250000 Penalty: 2759.291260
	Iteration 0F: 3 clusters Score -1171171 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1173586.750000 Penalty: 2759.291260
	Iteration 1F: 3 clusters Score -1173587 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1173893.000000 Penalty: 2759.291260
	Iteration 2F: 3 clusters Score -1173893 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1174110.000000 Penalty: 2759.291260
	Iteration 3F: 3 clusters Score -1174110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1174287.125000 Penalty: 2759.291260
	Iteration 4Q: 3 clusters Score -1174287 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1174455.500000 Penalty: 2759.291260
	Iteration 5Q: 3 clusters Score -1174456 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1174601.500000 Penalty: 2759.291260
	Iteration 6Q: 3 clusters Score -1174602 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1174725.750000 Penalty: 2759.291260
	Iteration 7Q: 3 clusters Score -1174726 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1174859.000000 Penalty: 2759.291260
	Iteration 8Q: 3 clusters Score -1174859 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1174992.625000 Penalty: 2759.291260
	Iteration 9Q: 3 clusters Score -1174993 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1175132.750000 Penalty: 2759.291260
	Iteration 10Q: 3 clusters Score -1175133 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1175279.375000 Penalty: 2759.291260
	Iteration 11Q: 3 clusters Score -1175279 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1175444.500000 Penalty: 2759.291260
	Iteration 12Q: 3 clusters Score -1175444 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1175620.125000 Penalty: 2759.291260
	Iteration 13Q: 3 clusters Score -1175620 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1175796.375000 Penalty: 2759.291260
	Iteration 14Q: 3 clusters Score -1175796 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1175973.750000 Penalty: 2759.291260
	Iteration 15Q: 3 clusters Score -1175974 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1176134.500000 Penalty: 2759.291260
	Iteration 16Q: 3 clusters Score -1176134 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1176257.875000 Penalty: 2759.291260
	Iteration 17Q: 3 clusters Score -1176258 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1176371.750000 Penalty: 2759.291260
	Iteration 18Q: 3 clusters Score -1176372 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1176482.500000 Penalty: 2759.291260
	Iteration 19Q: 3 clusters Score -1176482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1176576.375000 Penalty: 2759.291260
	Iteration 20F: 3 clusters Score -1176576 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1176637.500000 Penalty: 2759.291260
	Iteration 21Q: 3 clusters Score -1176638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1176687.750000 Penalty: 2759.291260
	Iteration 22Q: 3 clusters Score -1176688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1176730.625000 Penalty: 2759.291260
	Iteration 23Q: 3 clusters Score -1176731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1176772.250000 Penalty: 2759.291260
	Iteration 24Q: 3 clusters Score -1176772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1176807.500000 Penalty: 2759.291260
	Iteration 25Q: 3 clusters Score -1176808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1176841.250000 Penalty: 2759.291260
	Iteration 26Q: 3 clusters Score -1176841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1176876.125000 Penalty: 2759.291260
	Iteration 27Q: 3 clusters Score -1176876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1176929.875000 Penalty: 2759.291260
	Iteration 28Q: 3 clusters Score -1176930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1176963.375000 Penalty: 2759.291260
	Iteration 29Q: 3 clusters Score -1176963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1177004.625000 Penalty: 2759.291260
	Iteration 30Q: 3 clusters Score -1177005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1177049.000000 Penalty: 2759.291260
	Iteration 31Q: 3 clusters Score -1177049 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1177088.000000 Penalty: 2759.291260
	Iteration 32Q: 3 clusters Score -1177088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1177127.375000 Penalty: 2759.291260
	Iteration 33Q: 3 clusters Score -1177127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1177158.000000 Penalty: 2759.291260
	Iteration 34Q: 3 clusters Score -1177158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1177192.375000 Penalty: 2759.291260
	Iteration 35Q: 3 clusters Score -1177192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1177223.625000 Penalty: 2759.291260
	Iteration 36Q: 3 clusters Score -1177224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1177249.125000 Penalty: 2759.291260
	Iteration 37Q: 3 clusters Score -1177249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1177276.750000 Penalty: 2759.291260
	Iteration 38Q: 3 clusters Score -1177277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1177297.375000 Penalty: 2759.291260
	Iteration 39Q: 3 clusters Score -1177297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1177320.500000 Penalty: 2759.291260
	Iteration 40F: 3 clusters Score -1177320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1177342.000000 Penalty: 2759.291260
	Iteration 41Q: 3 clusters Score -1177342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1177358.250000 Penalty: 2759.291260
	Iteration 42Q: 3 clusters Score -1177358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1177377.000000 Penalty: 2759.291260
	Iteration 43Q: 3 clusters Score -1177377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1177392.625000 Penalty: 2759.291260
	Iteration 44Q: 3 clusters Score -1177393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1177419.375000 Penalty: 2759.291260
	Iteration 45Q: 3 clusters Score -1177419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1177439.625000 Penalty: 2759.291260
	Iteration 46Q: 3 clusters Score -1177440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1177456.125000 Penalty: 2759.291260
	Iteration 47Q: 3 clusters Score -1177456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1177471.750000 Penalty: 2759.291260
	Iteration 48Q: 3 clusters Score -1177472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1177487.375000 Penalty: 2759.291260
	Iteration 49Q: 3 clusters Score -1177487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1177506.875000 Penalty: 2759.291260
	Iteration 50Q: 3 clusters Score -1177507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1177519.625000 Penalty: 2759.291260
	Iteration 51Q: 3 clusters Score -1177520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1177531.750000 Penalty: 2759.291260
	Iteration 52Q: 3 clusters Score -1177532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1177544.250000 Penalty: 2759.291260
	Iteration 53Q: 3 clusters Score -1177544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1177558.250000 Penalty: 2759.291260
	Iteration 54Q: 3 clusters Score -1177558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1177569.000000 Penalty: 2759.291260
	Iteration 55Q: 3 clusters Score -1177569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1177579.750000 Penalty: 2759.291260
	Iteration 56Q: 3 clusters Score -1177580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1177585.875000 Penalty: 2759.291260
	Iteration 57Q: 3 clusters Score -1177586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1177597.750000 Penalty: 2759.291260
	Iteration 58Q: 3 clusters Score -1177598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1177607.625000 Penalty: 2759.291260
	Iteration 59Q: 3 clusters Score -1177608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1177621.500000 Penalty: 2759.291260
	Iteration 60F: 3 clusters Score -1177622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1177630.125000 Penalty: 2759.291260
	Iteration 61Q: 3 clusters Score -1177630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1177636.250000 Penalty: 2759.291260
	Iteration 62Q: 3 clusters Score -1177636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1177638.875000 Penalty: 2759.291260
	Iteration 63Q: 3 clusters Score -1177639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1177638.500000 Penalty: 2759.291260
	Iteration 64Q: 3 clusters Score -1177638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1177638.500000 Penalty: 2759.291260
	Iteration 65Q: 3 clusters Score -1177638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1177639.250000 Penalty: 2759.291260
	Iteration 66Q: 3 clusters Score -1177639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1177638.875000 Penalty: 2759.291260
	Iteration 67Q: 3 clusters Score -1177639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1177640.500000 Penalty: 2759.291260
	Iteration 68Q: 3 clusters Score -1177640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1177640.750000 Penalty: 2759.291260
	Iteration 69Q: 3 clusters Score -1177641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1177642.500000 Penalty: 2759.291260
	Iteration 70Q: 3 clusters Score -1177642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1177642.750000 Penalty: 2759.291260
	Iteration 71Q: 3 clusters Score -1177643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1177642.750000 Penalty: 2759.291260
	Iteration 72F: 3 clusters Score -1177643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -158144.828125 Penalty: 1099.934326
	Iteration 0F: 2 clusters Score -158144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -156535.843750 Penalty: 2199.868652
	Iteration 0F: 3 clusters Score -156535.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -156964.265625 Penalty: 2199.868652
	Iteration 1F: 3 clusters Score -156964.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157095.375000 Penalty: 2199.868652
	Iteration 2F: 3 clusters Score -157095.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157148.875000 Penalty: 2199.868652
	Iteration 3Q: 3 clusters Score -157148.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157181.390625 Penalty: 2199.868652
	Iteration 4Q: 3 clusters Score -157181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157203.406250 Penalty: 2199.868652
	Iteration 5Q: 3 clusters Score -157203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157232.000000 Penalty: 2199.868652
	Iteration 6Q: 3 clusters Score -157232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157258.000000 Penalty: 2199.868652
	Iteration 7Q: 3 clusters Score -157258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157276.406250 Penalty: 2199.868652
	Iteration 8Q: 3 clusters Score -157276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157292.062500 Penalty: 2199.868652
	Iteration 9Q: 3 clusters Score -157292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157307.328125 Penalty: 2199.868652
	Iteration 10Q: 3 clusters Score -157307.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157322.078125 Penalty: 2199.868652
	Iteration 11Q: 3 clusters Score -157322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157327.250000 Penalty: 2199.868652
	Iteration 12Q: 3 clusters Score -157327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157335.609375 Penalty: 2199.868652
	Iteration 13Q: 3 clusters Score -157335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157337.562500 Penalty: 2199.868652
	Iteration 14Q: 3 clusters Score -157337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -157339.109375 Penalty: 2199.868652
	Iteration 15Q: 3 clusters Score -157339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -157339.109375 Penalty: 2199.868652
	Iteration 16F: 3 clusters Score -157339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Entering Unmasked Estep 
Score: -3778934.250000 Penalty: 1545.037720
	Iteration 0F: 2 clusters Score -3778934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3757939.000000 Penalty: 3090.075439
	Iteration 0F: 3 clusters Score -3757939 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3765968.250000 Penalty: 3090.075439
	Iteration 1F: 3 clusters Score -3765968 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3766634.000000 Penalty: 3090.075439
	Iteration 2F: 3 clusters Score -3766634 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3767350.250000 Penalty: 3090.075439
	Iteration 3F: 3 clusters Score -3767350 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3768281.750000 Penalty: 3090.075439
	Iteration 4F: 3 clusters Score -3768282 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3769383.000000 Penalty: 3090.075439
	Iteration 5F: 3 clusters Score -3769383 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3770612.000000 Penalty: 3090.075439
	Iteration 6F: 3 clusters Score -3770612 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3771898.250000 Penalty: 3090.075439
	Iteration 7F: 3 clusters Score -3771898 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3773109.000000 Penalty: 3090.075439
	Iteration 8F: 3 clusters Score -3773109 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3774170.500000 Penalty: 3090.075439
	Iteration 9Q: 3 clusters Score -3774170 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3775166.500000 Penalty: 3090.075439
	Iteration 10Q: 3 clusters Score -3775166 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3775815.250000 Penalty: 3090.075439
	Iteration 11Q: 3 clusters Score -3775815 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3776280.500000 Penalty: 3090.075439
	Iteration 12Q: 3 clusters Score -3776280 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3776595.250000 Penalty: 3090.075439
	Iteration 13Q: 3 clusters Score -3776595 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3776788.000000 Penalty: 3090.075439
	Iteration 14Q: 3 clusters Score -3776788 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3776932.750000 Penalty: 3090.075439
	Iteration 15Q: 3 clusters Score -3776933 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3777038.000000 Penalty: 3090.075439
	Iteration 16Q: 3 clusters Score -3777038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3777124.000000 Penalty: 3090.075439
	Iteration 17Q: 3 clusters Score -3777124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3777191.500000 Penalty: 3090.075439
	Iteration 18Q: 3 clusters Score -3777192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3777264.750000 Penalty: 3090.075439
	Iteration 19Q: 3 clusters Score -3777265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3777305.000000 Penalty: 3090.075439
	Iteration 20F: 3 clusters Score -3777305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3777343.500000 Penalty: 3090.075439
	Iteration 21Q: 3 clusters Score -3777344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3777366.000000 Penalty: 3090.075439
	Iteration 22Q: 3 clusters Score -3777366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3777403.000000 Penalty: 3090.075439
	Iteration 23Q: 3 clusters Score -3777403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3777426.500000 Penalty: 3090.075439
	Iteration 24Q: 3 clusters Score -3777426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3777452.750000 Penalty: 3090.075439
	Iteration 25Q: 3 clusters Score -3777453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3777484.000000 Penalty: 3090.075439
	Iteration 26Q: 3 clusters Score -3777484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3777501.500000 Penalty: 3090.075439
	Iteration 27Q: 3 clusters Score -3777502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3777520.250000 Penalty: 3090.075439
	Iteration 28Q: 3 clusters Score -3777520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3777534.750000 Penalty: 3090.075439
	Iteration 29Q: 3 clusters Score -3777535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3777547.250000 Penalty: 3090.075439
	Iteration 30Q: 3 clusters Score -3777547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3777569.250000 Penalty: 3090.075439
	Iteration 31Q: 3 clusters Score -3777569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3777578.250000 Penalty: 3090.075439
	Iteration 32Q: 3 clusters Score -3777578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3777594.000000 Penalty: 3090.075439
	Iteration 33Q: 3 clusters Score -3777594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3777598.500000 Penalty: 3090.075439
	Iteration 34Q: 3 clusters Score -3777598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3777604.500000 Penalty: 3090.075439
	Iteration 35Q: 3 clusters Score -3777604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3777614.000000 Penalty: 3090.075439
	Iteration 36Q: 3 clusters Score -3777614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3777616.000000 Penalty: 3090.075439
	Iteration 37Q: 3 clusters Score -3777616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3777624.250000 Penalty: 3090.075439
	Iteration 38Q: 3 clusters Score -3777624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3777632.000000 Penalty: 3090.075439
	Iteration 39Q: 3 clusters Score -3777632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3777634.750000 Penalty: 3090.075439
	Iteration 40F: 3 clusters Score -3777635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3777644.750000 Penalty: 3090.075439
	Iteration 41Q: 3 clusters Score -3777645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3777645.250000 Penalty: 3090.075439
	Iteration 42Q: 3 clusters Score -3777645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3777642.250000 Penalty: 3090.075439
	Iteration 43Q: 3 clusters Score -3777642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3777648.500000 Penalty: 3090.075439
	Iteration 44Q: 3 clusters Score -3777648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3777647.750000 Penalty: 3090.075439
	Iteration 45Q: 3 clusters Score -3777648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3777649.250000 Penalty: 3090.075439
	Iteration 46Q: 3 clusters Score -3777649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3777653.500000 Penalty: 3090.075439
	Iteration 47Q: 3 clusters Score -3777654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3777653.750000 Penalty: 3090.075439
	Iteration 48Q: 3 clusters Score -3777654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3777656.500000 Penalty: 3090.075439
	Iteration 49Q: 3 clusters Score -3777656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3777656.500000 Penalty: 3090.075439
	Iteration 50F: 3 clusters Score -3777656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -421957.562500 Penalty: 1229.967041
	Iteration 0F: 2 clusters Score -421957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418938.718750 Penalty: 2459.934082
	Iteration 0F: 3 clusters Score -418938.7 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -419803.062500 Penalty: 2459.934082
	Iteration 1F: 3 clusters Score -419803.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -419976.687500 Penalty: 2459.934082
	Iteration 2F: 3 clusters Score -419976.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -420111.406250 Penalty: 2459.934082
	Iteration 3Q: 3 clusters Score -420111.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -420212.750000 Penalty: 2459.934082
	Iteration 4Q: 3 clusters Score -420212.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -420290.187500 Penalty: 2459.934082
	Iteration 5Q: 3 clusters Score -420290.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -420345.468750 Penalty: 2459.934082
	Iteration 6Q: 3 clusters Score -420345.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -420391.531250 Penalty: 2459.934082
	Iteration 7Q: 3 clusters Score -420391.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -420425.906250 Penalty: 2459.934082
	Iteration 8Q: 3 clusters Score -420425.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -420453.406250 Penalty: 2459.934082
	Iteration 9Q: 3 clusters Score -420453.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -420487.468750 Penalty: 2459.934082
	Iteration 10Q: 3 clusters Score -420487.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -420520.687500 Penalty: 2459.934082
	Iteration 11Q: 3 clusters Score -420520.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -420548.937500 Penalty: 2459.934082
	Iteration 12Q: 3 clusters Score -420548.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -420573.718750 Penalty: 2459.934082
	Iteration 13Q: 3 clusters Score -420573.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -420602.750000 Penalty: 2459.934082
	Iteration 14Q: 3 clusters Score -420602.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -420631.312500 Penalty: 2459.934082
	Iteration 15Q: 3 clusters Score -420631.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -420662.156250 Penalty: 2459.934082
	Iteration 16Q: 3 clusters Score -420662.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -420703.375000 Penalty: 2459.934082
	Iteration 17Q: 3 clusters Score -420703.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -420739.812500 Penalty: 2459.934082
	Iteration 18Q: 3 clusters Score -420739.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -420772.281250 Penalty: 2459.934082
	Iteration 19Q: 3 clusters Score -420772.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -420809.531250 Penalty: 2459.934082
	Iteration 20F: 3 clusters Score -420809.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -420830.343750 Penalty: 2459.934082
	Iteration 21Q: 3 clusters Score -420830.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -420849.312500 Penalty: 2459.934082
	Iteration 22Q: 3 clusters Score -420849.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -420865.687500 Penalty: 2459.934082
	Iteration 23Q: 3 clusters Score -420865.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -420878.750000 Penalty: 2459.934082
	Iteration 24Q: 3 clusters Score -420878.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -420893.125000 Penalty: 2459.934082
	Iteration 25Q: 3 clusters Score -420893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -420905.281250 Penalty: 2459.934082
	Iteration 26Q: 3 clusters Score -420905.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -420926.250000 Penalty: 2459.934082
	Iteration 27Q: 3 clusters Score -420926.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -420945.375000 Penalty: 2459.934082
	Iteration 28Q: 3 clusters Score -420945.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -420961.218750 Penalty: 2459.934082
	Iteration 29Q: 3 clusters Score -420961.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -420974.437500 Penalty: 2459.934082
	Iteration 30Q: 3 clusters Score -420974.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -420987.593750 Penalty: 2459.934082
	Iteration 31Q: 3 clusters Score -420987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -420995.687500 Penalty: 2459.934082
	Iteration 32Q: 3 clusters Score -420995.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -421002.375000 Penalty: 2459.934082
	Iteration 33Q: 3 clusters Score -421002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -421007.718750 Penalty: 2459.934082
	Iteration 34Q: 3 clusters Score -421007.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -421015.062500 Penalty: 2459.934082
	Iteration 35Q: 3 clusters Score -421015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -421019.125000 Penalty: 2459.934082
	Iteration 36Q: 3 clusters Score -421019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -421023.625000 Penalty: 2459.934082
	Iteration 37Q: 3 clusters Score -421023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -421026.562500 Penalty: 2459.934082
	Iteration 38Q: 3 clusters Score -421026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -421028.531250 Penalty: 2459.934082
	Iteration 39Q: 3 clusters Score -421028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -421029.406250 Penalty: 2459.934082
	Iteration 40F: 3 clusters Score -421029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -421031.343750 Penalty: 2459.934082
	Iteration 41Q: 3 clusters Score -421031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -421033.093750 Penalty: 2459.934082
	Iteration 42Q: 3 clusters Score -421033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -421034.718750 Penalty: 2459.934082
	Iteration 43Q: 3 clusters Score -421034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -421037.031250 Penalty: 2459.934082
	Iteration 44Q: 3 clusters Score -421037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -421037.687500 Penalty: 2459.934082
	Iteration 45Q: 3 clusters Score -421037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -421038.312500 Penalty: 2459.934082
	Iteration 46Q: 3 clusters Score -421038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -421038.843750 Penalty: 2459.934082
	Iteration 47Q: 3 clusters Score -421038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -421039.875000 Penalty: 2459.934082
	Iteration 48Q: 3 clusters Score -421039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -421039.718750 Penalty: 2459.934082
	Iteration 49Q: 3 clusters Score -421039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -421041.031250 Penalty: 2459.934082
	Iteration 50Q: 3 clusters Score -421041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -421041.031250 Penalty: 2459.934082
	Iteration 51F: 3 clusters Score -421041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Entering Unmasked Estep 
Score: -955585.875000 Penalty: 1339.912964
	Iteration 0F: 2 clusters Score -955585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -949963.250000 Penalty: 2679.825928
	Iteration 0F: 3 clusters Score -949963.2 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -951690.562500 Penalty: 2679.825928
	Iteration 1F: 3 clusters Score -951690.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -951955.625000 Penalty: 2679.825928
	Iteration 2F: 3 clusters Score -951955.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -952161.062500 Penalty: 2679.825928
	Iteration 3F: 3 clusters Score -952161.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -952334.750000 Penalty: 2679.825928
	Iteration 4Q: 3 clusters Score -952334.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -952498.125000 Penalty: 2679.825928
	Iteration 5Q: 3 clusters Score -952498.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -952632.375000 Penalty: 2679.825928
	Iteration 6Q: 3 clusters Score -952632.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -952774.687500 Penalty: 2679.825928
	Iteration 7Q: 3 clusters Score -952774.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -952916.375000 Penalty: 2679.825928
	Iteration 8Q: 3 clusters Score -952916.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -953061.062500 Penalty: 2679.825928
	Iteration 9Q: 3 clusters Score -953061.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -953220.250000 Penalty: 2679.825928
	Iteration 10Q: 3 clusters Score -953220.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -953388.187500 Penalty: 2679.825928
	Iteration 11Q: 3 clusters Score -953388.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -953560.625000 Penalty: 2679.825928
	Iteration 12Q: 3 clusters Score -953560.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -953780.625000 Penalty: 2679.825928
	Iteration 13Q: 3 clusters Score -953780.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -954002.375000 Penalty: 2679.825928
	Iteration 14Q: 3 clusters Score -954002.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -954211.250000 Penalty: 2679.825928
	Iteration 15Q: 3 clusters Score -954211.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -954389.750000 Penalty: 2679.825928
	Iteration 16Q: 3 clusters Score -954389.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -954507.125000 Penalty: 2679.825928
	Iteration 17Q: 3 clusters Score -954507.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -954602.625000 Penalty: 2679.825928
	Iteration 18Q: 3 clusters Score -954602.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -954679.000000 Penalty: 2679.825928
	Iteration 19Q: 3 clusters Score -954679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -954737.500000 Penalty: 2679.825928
	Iteration 20F: 3 clusters Score -954737.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -954766.562500 Penalty: 2679.825928
	Iteration 21Q: 3 clusters Score -954766.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -954780.562500 Penalty: 2679.825928
	Iteration 22Q: 3 clusters Score -954780.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -954793.875000 Penalty: 2679.825928
	Iteration 23Q: 3 clusters Score -954793.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -954802.625000 Penalty: 2679.825928
	Iteration 24Q: 3 clusters Score -954802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -954806.875000 Penalty: 2679.825928
	Iteration 25Q: 3 clusters Score -954806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -954812.312500 Penalty: 2679.825928
	Iteration 26Q: 3 clusters Score -954812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -954813.062500 Penalty: 2679.825928
	Iteration 27Q: 3 clusters Score -954813.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -954817.937500 Penalty: 2679.825928
	Iteration 28Q: 3 clusters Score -954817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -954821.000000 Penalty: 2679.825928
	Iteration 29Q: 3 clusters Score -954821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -954822.375000 Penalty: 2679.825928
	Iteration 30Q: 3 clusters Score -954822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -954822.000000 Penalty: 2679.825928
	Iteration 31Q: 3 clusters Score -954822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -954822.187500 Penalty: 2679.825928
	Iteration 32Q: 3 clusters Score -954822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -954822.500000 Penalty: 2679.825928
	Iteration 33Q: 3 clusters Score -954822.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -954822.500000 Penalty: 2679.825928
	Iteration 34F: 3 clusters Score -954822.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -924319.375000 Penalty: 1339.711792
	Iteration 0F: 2 clusters Score -924319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -918785.562500 Penalty: 2679.423584
	Iteration 0F: 3 clusters Score -918785.6 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -920511.500000 Penalty: 2679.423584
	Iteration 1F: 3 clusters Score -920511.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -920744.625000 Penalty: 2679.423584
	Iteration 2F: 3 clusters Score -920744.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -920895.812500 Penalty: 2679.423584
	Iteration 3Q: 3 clusters Score -920895.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -921002.875000 Penalty: 2679.423584
	Iteration 4Q: 3 clusters Score -921002.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -921091.875000 Penalty: 2679.423584
	Iteration 5Q: 3 clusters Score -921091.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -921170.937500 Penalty: 2679.423584
	Iteration 6Q: 3 clusters Score -921170.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -921255.312500 Penalty: 2679.423584
	Iteration 7Q: 3 clusters Score -921255.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -921351.625000 Penalty: 2679.423584
	Iteration 8Q: 3 clusters Score -921351.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -921437.750000 Penalty: 2679.423584
	Iteration 9Q: 3 clusters Score -921437.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -921511.562500 Penalty: 2679.423584
	Iteration 10Q: 3 clusters Score -921511.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -921571.562500 Penalty: 2679.423584
	Iteration 11Q: 3 clusters Score -921571.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -921629.625000 Penalty: 2679.423584
	Iteration 12Q: 3 clusters Score -921629.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -921686.625000 Penalty: 2679.423584
	Iteration 13Q: 3 clusters Score -921686.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -921731.312500 Penalty: 2679.423584
	Iteration 14Q: 3 clusters Score -921731.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -921772.500000 Penalty: 2679.423584
	Iteration 15Q: 3 clusters Score -921772.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -921823.812500 Penalty: 2679.423584
	Iteration 16Q: 3 clusters Score -921823.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -921875.062500 Penalty: 2679.423584
	Iteration 17Q: 3 clusters Score -921875.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -921921.812500 Penalty: 2679.423584
	Iteration 18Q: 3 clusters Score -921921.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -921955.750000 Penalty: 2679.423584
	Iteration 19Q: 3 clusters Score -921955.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -921992.562500 Penalty: 2679.423584
	Iteration 20F: 3 clusters Score -921992.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -922025.562500 Penalty: 2679.423584
	Iteration 21Q: 3 clusters Score -922025.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -922060.187500 Penalty: 2679.423584
	Iteration 22Q: 3 clusters Score -922060.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -922098.562500 Penalty: 2679.423584
	Iteration 23Q: 3 clusters Score -922098.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -922132.500000 Penalty: 2679.423584
	Iteration 24Q: 3 clusters Score -922132.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -922179.812500 Penalty: 2679.423584
	Iteration 25Q: 3 clusters Score -922179.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -922222.312500 Penalty: 2679.423584
	Iteration 26Q: 3 clusters Score -922222.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -922265.312500 Penalty: 2679.423584
	Iteration 27Q: 3 clusters Score -922265.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -922309.187500 Penalty: 2679.423584
	Iteration 28Q: 3 clusters Score -922309.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -922357.125000 Penalty: 2679.423584
	Iteration 29Q: 3 clusters Score -922357.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -922403.000000 Penalty: 2679.423584
	Iteration 30Q: 3 clusters Score -922403 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -922443.187500 Penalty: 2679.423584
	Iteration 31Q: 3 clusters Score -922443.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -922474.562500 Penalty: 2679.423584
	Iteration 32Q: 3 clusters Score -922474.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -922506.750000 Penalty: 2679.423584
	Iteration 33Q: 3 clusters Score -922506.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -922547.750000 Penalty: 2679.423584
	Iteration 34Q: 3 clusters Score -922547.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -922584.187500 Penalty: 2679.423584
	Iteration 35Q: 3 clusters Score -922584.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -922630.250000 Penalty: 2679.423584
	Iteration 36Q: 3 clusters Score -922630.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -922667.375000 Penalty: 2679.423584
	Iteration 37Q: 3 clusters Score -922667.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -922697.750000 Penalty: 2679.423584
	Iteration 38Q: 3 clusters Score -922697.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -922728.625000 Penalty: 2679.423584
	Iteration 39Q: 3 clusters Score -922728.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -922753.875000 Penalty: 2679.423584
	Iteration 40F: 3 clusters Score -922753.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -922781.437500 Penalty: 2679.423584
	Iteration 41Q: 3 clusters Score -922781.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -922820.812500 Penalty: 2679.423584
	Iteration 42Q: 3 clusters Score -922820.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -922853.312500 Penalty: 2679.423584
	Iteration 43Q: 3 clusters Score -922853.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -922867.812500 Penalty: 2679.423584
	Iteration 44Q: 3 clusters Score -922867.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -922882.500000 Penalty: 2679.423584
	Iteration 45Q: 3 clusters Score -922882.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -922897.812500 Penalty: 2679.423584
	Iteration 46Q: 3 clusters Score -922897.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -922912.500000 Penalty: 2679.423584
	Iteration 47Q: 3 clusters Score -922912.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -922930.937500 Penalty: 2679.423584
	Iteration 48Q: 3 clusters Score -922930.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -922940.500000 Penalty: 2679.423584
	Iteration 49Q: 3 clusters Score -922940.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -922950.312500 Penalty: 2679.423584
	Iteration 50Q: 3 clusters Score -922950.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -922958.937500 Penalty: 2679.423584
	Iteration 51Q: 3 clusters Score -922958.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -922970.125000 Penalty: 2679.423584
	Iteration 52Q: 3 clusters Score -922970.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -922980.812500 Penalty: 2679.423584
	Iteration 53Q: 3 clusters Score -922980.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -922990.687500 Penalty: 2679.423584
	Iteration 54Q: 3 clusters Score -922990.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -923003.937500 Penalty: 2679.423584
	Iteration 55Q: 3 clusters Score -923003.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -923018.687500 Penalty: 2679.423584
	Iteration 56Q: 3 clusters Score -923018.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -923031.312500 Penalty: 2679.423584
	Iteration 57Q: 3 clusters Score -923031.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -923043.000000 Penalty: 2679.423584
	Iteration 58Q: 3 clusters Score -923043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -923055.750000 Penalty: 2679.423584
	Iteration 59Q: 3 clusters Score -923055.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -923067.187500 Penalty: 2679.423584
	Iteration 60F: 3 clusters Score -923067.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -923077.937500 Penalty: 2679.423584
	Iteration 61Q: 3 clusters Score -923077.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -923096.437500 Penalty: 2679.423584
	Iteration 62Q: 3 clusters Score -923096.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -923105.375000 Penalty: 2679.423584
	Iteration 63Q: 3 clusters Score -923105.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -923119.875000 Penalty: 2679.423584
	Iteration 64Q: 3 clusters Score -923119.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -923128.312500 Penalty: 2679.423584
	Iteration 65Q: 3 clusters Score -923128.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -923136.750000 Penalty: 2679.423584
	Iteration 66Q: 3 clusters Score -923136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -923141.062500 Penalty: 2679.423584
	Iteration 67Q: 3 clusters Score -923141.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -923144.000000 Penalty: 2679.423584
	Iteration 68Q: 3 clusters Score -923144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -923149.937500 Penalty: 2679.423584
	Iteration 69Q: 3 clusters Score -923149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -923154.812500 Penalty: 2679.423584
	Iteration 70Q: 3 clusters Score -923154.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -923158.500000 Penalty: 2679.423584
	Iteration 71Q: 3 clusters Score -923158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -923158.187500 Penalty: 2679.423584
	Iteration 72Q: 3 clusters Score -923158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -923159.437500 Penalty: 2679.423584
	Iteration 73Q: 3 clusters Score -923159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -923161.500000 Penalty: 2679.423584
	Iteration 74Q: 3 clusters Score -923161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -923161.500000 Penalty: 2679.423584
	Iteration 75Q: 3 clusters Score -923161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -923163.500000 Penalty: 2679.423584
	Iteration 76Q: 3 clusters Score -923163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -923165.875000 Penalty: 2679.423584
	Iteration 77Q: 3 clusters Score -923165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -923168.437500 Penalty: 2679.423584
	Iteration 78Q: 3 clusters Score -923168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -923169.187500 Penalty: 2679.423584
	Iteration 79Q: 3 clusters Score -923169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -923167.937500 Penalty: 2679.423584
	Iteration 80F: 3 clusters Score -923167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -923169.312500 Penalty: 2679.423584
	Iteration 81Q: 3 clusters Score -923169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -923169.187500 Penalty: 2679.423584
	Iteration 82Q: 3 clusters Score -923169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -923170.062500 Penalty: 2679.423584
	Iteration 83Q: 3 clusters Score -923170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -923171.187500 Penalty: 2679.423584
	Iteration 84Q: 3 clusters Score -923171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -923172.875000 Penalty: 2679.423584
	Iteration 85Q: 3 clusters Score -923172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -923175.437500 Penalty: 2679.423584
	Iteration 86Q: 3 clusters Score -923175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -923178.625000 Penalty: 2679.423584
	Iteration 87Q: 3 clusters Score -923178.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -923184.125000 Penalty: 2679.423584
	Iteration 88Q: 3 clusters Score -923184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -923187.062500 Penalty: 2679.423584
	Iteration 89Q: 3 clusters Score -923187.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -923188.250000 Penalty: 2679.423584
	Iteration 90Q: 3 clusters Score -923188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -923191.500000 Penalty: 2679.423584
	Iteration 91Q: 3 clusters Score -923191.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -923193.687500 Penalty: 2679.423584
	Iteration 92Q: 3 clusters Score -923193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -923195.375000 Penalty: 2679.423584
	Iteration 93Q: 3 clusters Score -923195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -923196.937500 Penalty: 2679.423584
	Iteration 94Q: 3 clusters Score -923196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -923197.937500 Penalty: 2679.423584
	Iteration 95Q: 3 clusters Score -923197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -923200.625000 Penalty: 2679.423584
	Iteration 96Q: 3 clusters Score -923200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -923200.250000 Penalty: 2679.423584
	Iteration 97Q: 3 clusters Score -923200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -923201.125000 Penalty: 2679.423584
	Iteration 98Q: 3 clusters Score -923201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -923201.187500 Penalty: 2679.423584
	Iteration 99Q: 3 clusters Score -923201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -923202.125000 Penalty: 2679.423584
	Iteration 100F: 3 clusters Score -923202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -923203.062500 Penalty: 2679.423584
	Iteration 101Q: 3 clusters Score -923203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -923203.062500 Penalty: 2679.423584
	Iteration 102Q: 3 clusters Score -923203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -923207.562500 Penalty: 2679.423584
	Iteration 103Q: 3 clusters Score -923207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -923210.812500 Penalty: 2679.423584
	Iteration 104Q: 3 clusters Score -923210.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -923213.562500 Penalty: 2679.423584
	Iteration 105Q: 3 clusters Score -923213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -923218.937500 Penalty: 2679.423584
	Iteration 106Q: 3 clusters Score -923218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -923219.937500 Penalty: 2679.423584
	Iteration 107Q: 3 clusters Score -923219.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -923221.375000 Penalty: 2679.423584
	Iteration 108Q: 3 clusters Score -923221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -923221.125000 Penalty: 2679.423584
	Iteration 109Q: 3 clusters Score -923221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -923223.875000 Penalty: 2679.423584
	Iteration 110Q: 3 clusters Score -923223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -923226.375000 Penalty: 2679.423584
	Iteration 111Q: 3 clusters Score -923226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -923230.125000 Penalty: 2679.423584
	Iteration 112Q: 3 clusters Score -923230.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -923235.250000 Penalty: 2679.423584
	Iteration 113Q: 3 clusters Score -923235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -923234.062500 Penalty: 2679.423584
	Iteration 114Q: 3 clusters Score -923234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -923236.687500 Penalty: 2679.423584
	Iteration 115Q: 3 clusters Score -923236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -923237.562500 Penalty: 2679.423584
	Iteration 116Q: 3 clusters Score -923237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -923237.562500 Penalty: 2679.423584
	Iteration 117F: 3 clusters Score -923237.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Entering Unmasked Estep 
Score: -2924615.750000 Penalty: 1515.316528
	Iteration 0F: 2 clusters Score -2924616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2907180.500000 Penalty: 3030.633057
	Iteration 0F: 3 clusters Score -2907180 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2913834.500000 Penalty: 3030.633057
	Iteration 1F: 3 clusters Score -2913834 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2914415.750000 Penalty: 3030.633057
	Iteration 2F: 3 clusters Score -2914416 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2915012.500000 Penalty: 3030.633057
	Iteration 3F: 3 clusters Score -2915012 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2915607.250000 Penalty: 3030.633057
	Iteration 4F: 3 clusters Score -2915607 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2916203.000000 Penalty: 3030.633057
	Iteration 5Q: 3 clusters Score -2916203 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2916880.000000 Penalty: 3030.633057
	Iteration 6Q: 3 clusters Score -2916880 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2917552.000000 Penalty: 3030.633057
	Iteration 7Q: 3 clusters Score -2917552 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2918246.000000 Penalty: 3030.633057
	Iteration 8Q: 3 clusters Score -2918246 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2918951.250000 Penalty: 3030.633057
	Iteration 9Q: 3 clusters Score -2918951 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2919582.750000 Penalty: 3030.633057
	Iteration 10Q: 3 clusters Score -2919583 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2920216.500000 Penalty: 3030.633057
	Iteration 11Q: 3 clusters Score -2920216 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2920760.250000 Penalty: 3030.633057
	Iteration 12Q: 3 clusters Score -2920760 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2921181.250000 Penalty: 3030.633057
	Iteration 13Q: 3 clusters Score -2921181 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2921495.250000 Penalty: 3030.633057
	Iteration 14Q: 3 clusters Score -2921495 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2921771.000000 Penalty: 3030.633057
	Iteration 15Q: 3 clusters Score -2921771 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2922004.000000 Penalty: 3030.633057
	Iteration 16Q: 3 clusters Score -2922004 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2922203.250000 Penalty: 3030.633057
	Iteration 17Q: 3 clusters Score -2922203 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2922376.250000 Penalty: 3030.633057
	Iteration 18Q: 3 clusters Score -2922376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2922528.000000 Penalty: 3030.633057
	Iteration 19Q: 3 clusters Score -2922528 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2922683.500000 Penalty: 3030.633057
	Iteration 20F: 3 clusters Score -2922684 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2922810.000000 Penalty: 3030.633057
	Iteration 21Q: 3 clusters Score -2922810 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2922964.500000 Penalty: 3030.633057
	Iteration 22Q: 3 clusters Score -2922964 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2923101.750000 Penalty: 3030.633057
	Iteration 23Q: 3 clusters Score -2923102 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2923225.250000 Penalty: 3030.633057
	Iteration 24Q: 3 clusters Score -2923225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2923337.250000 Penalty: 3030.633057
	Iteration 25Q: 3 clusters Score -2923337 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2923429.250000 Penalty: 3030.633057
	Iteration 26Q: 3 clusters Score -2923429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2923493.250000 Penalty: 3030.633057
	Iteration 27Q: 3 clusters Score -2923493 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2923560.750000 Penalty: 3030.633057
	Iteration 28Q: 3 clusters Score -2923561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2923620.250000 Penalty: 3030.633057
	Iteration 29Q: 3 clusters Score -2923620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2923674.000000 Penalty: 3030.633057
	Iteration 30Q: 3 clusters Score -2923674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2923725.250000 Penalty: 3030.633057
	Iteration 31Q: 3 clusters Score -2923725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2923772.500000 Penalty: 3030.633057
	Iteration 32Q: 3 clusters Score -2923772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2923797.500000 Penalty: 3030.633057
	Iteration 33Q: 3 clusters Score -2923798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2923830.500000 Penalty: 3030.633057
	Iteration 34Q: 3 clusters Score -2923830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2923847.000000 Penalty: 3030.633057
	Iteration 35Q: 3 clusters Score -2923847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2923855.500000 Penalty: 3030.633057
	Iteration 36Q: 3 clusters Score -2923856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2923868.250000 Penalty: 3030.633057
	Iteration 37Q: 3 clusters Score -2923868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2923872.000000 Penalty: 3030.633057
	Iteration 38Q: 3 clusters Score -2923872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2923869.250000 Penalty: 3030.633057
	Iteration 39Q: 3 clusters Score -2923869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2923874.250000 Penalty: 3030.633057
	Iteration 40F: 3 clusters Score -2923874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2923878.250000 Penalty: 3030.633057
	Iteration 41Q: 3 clusters Score -2923878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2923883.500000 Penalty: 3030.633057
	Iteration 42Q: 3 clusters Score -2923884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2923886.750000 Penalty: 3030.633057
	Iteration 43Q: 3 clusters Score -2923887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2923891.250000 Penalty: 3030.633057
	Iteration 44Q: 3 clusters Score -2923891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2923894.000000 Penalty: 3030.633057
	Iteration 45Q: 3 clusters Score -2923894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2923901.250000 Penalty: 3030.633057
	Iteration 46Q: 3 clusters Score -2923901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2923899.250000 Penalty: 3030.633057
	Iteration 47Q: 3 clusters Score -2923899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2923902.000000 Penalty: 3030.633057
	Iteration 48Q: 3 clusters Score -2923902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2923906.500000 Penalty: 3030.633057
	Iteration 49Q: 3 clusters Score -2923906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2923906.250000 Penalty: 3030.633057
	Iteration 50Q: 3 clusters Score -2923906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2923910.000000 Penalty: 3030.633057
	Iteration 51Q: 3 clusters Score -2923910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2923907.500000 Penalty: 3030.633057
	Iteration 52Q: 3 clusters Score -2923908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2923907.000000 Penalty: 3030.633057
	Iteration 53Q: 3 clusters Score -2923907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2923907.000000 Penalty: 3030.633057
	Iteration 54F: 3 clusters Score -2923907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -775174.062500 Penalty: 1328.522583
	Iteration 0F: 2 clusters Score -775174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -770037.875000 Penalty: 2657.045166
	Iteration 0F: 3 clusters Score -770037.9 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -771802.187500 Penalty: 2657.045166
	Iteration 1F: 3 clusters Score -771802.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -772327.750000 Penalty: 2657.045166
	Iteration 2F: 3 clusters Score -772327.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -772824.687500 Penalty: 2657.045166
	Iteration 3F: 3 clusters Score -772824.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -773276.562500 Penalty: 2657.045166
	Iteration 4F: 3 clusters Score -773276.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -773711.500000 Penalty: 2657.045166
	Iteration 5F: 3 clusters Score -773711.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -774072.437500 Penalty: 2657.045166
	Iteration 6F: 3 clusters Score -774072.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -774335.375000 Penalty: 2657.045166
	Iteration 7Q: 3 clusters Score -774335.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -774519.437500 Penalty: 2657.045166
	Iteration 8Q: 3 clusters Score -774519.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -774611.812500 Penalty: 2657.045166
	Iteration 9Q: 3 clusters Score -774611.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -774666.312500 Penalty: 2657.045166
	Iteration 10Q: 3 clusters Score -774666.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -774707.937500 Penalty: 2657.045166
	Iteration 11Q: 3 clusters Score -774707.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -774733.937500 Penalty: 2657.045166
	Iteration 12Q: 3 clusters Score -774733.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -774751.937500 Penalty: 2657.045166
	Iteration 13Q: 3 clusters Score -774751.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -774766.312500 Penalty: 2657.045166
	Iteration 14Q: 3 clusters Score -774766.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -774778.187500 Penalty: 2657.045166
	Iteration 15Q: 3 clusters Score -774778.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -774786.937500 Penalty: 2657.045166
	Iteration 16Q: 3 clusters Score -774786.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -774796.375000 Penalty: 2657.045166
	Iteration 17Q: 3 clusters Score -774796.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -774803.250000 Penalty: 2657.045166
	Iteration 18Q: 3 clusters Score -774803.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -774809.312500 Penalty: 2657.045166
	Iteration 19Q: 3 clusters Score -774809.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -774812.937500 Penalty: 2657.045166
	Iteration 20F: 3 clusters Score -774812.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -774815.375000 Penalty: 2657.045166
	Iteration 21Q: 3 clusters Score -774815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -774816.625000 Penalty: 2657.045166
	Iteration 22Q: 3 clusters Score -774816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -774821.125000 Penalty: 2657.045166
	Iteration 23Q: 3 clusters Score -774821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -774820.500000 Penalty: 2657.045166
	Iteration 24Q: 3 clusters Score -774820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -774820.875000 Penalty: 2657.045166
	Iteration 25Q: 3 clusters Score -774820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -774821.562500 Penalty: 2657.045166
	Iteration 26Q: 3 clusters Score -774821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -774822.000000 Penalty: 2657.045166
	Iteration 27Q: 3 clusters Score -774822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -774822.000000 Penalty: 2657.045166
	Iteration 28F: 3 clusters Score -774822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46848.863281 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46848.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47065.851562 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -47065.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47152.914062 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47152.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47199.523438 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47199.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47259.660156 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47259.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47309.886719 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47309.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47379.195312 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47379.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47408.906250 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47408.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47439.769531 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47439.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47471.003906 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47484.957031 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47484.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47508.722656 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47508.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47523.500000 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47537.921875 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47537.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47537.921875 Penalty: 1874.567383
	Iteration 14F: 3 clusters Score -47537.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -910627.812500 Penalty: 1339.858032
	Iteration 0F: 2 clusters Score -910627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -905045.500000 Penalty: 2679.716064
	Iteration 0F: 3 clusters Score -905045.5 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -906940.812500 Penalty: 2679.716064
	Iteration 1F: 3 clusters Score -906940.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -907273.625000 Penalty: 2679.716064
	Iteration 2F: 3 clusters Score -907273.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -907509.875000 Penalty: 2679.716064
	Iteration 3F: 3 clusters Score -907509.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -907687.875000 Penalty: 2679.716064
	Iteration 4Q: 3 clusters Score -907687.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -907856.062500 Penalty: 2679.716064
	Iteration 5Q: 3 clusters Score -907856.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -908026.125000 Penalty: 2679.716064
	Iteration 6Q: 3 clusters Score -908026.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -908221.812500 Penalty: 2679.716064
	Iteration 7Q: 3 clusters Score -908221.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -908379.062500 Penalty: 2679.716064
	Iteration 8Q: 3 clusters Score -908379.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -908501.437500 Penalty: 2679.716064
	Iteration 9Q: 3 clusters Score -908501.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -908599.812500 Penalty: 2679.716064
	Iteration 10Q: 3 clusters Score -908599.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -908697.062500 Penalty: 2679.716064
	Iteration 11Q: 3 clusters Score -908697.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -908788.562500 Penalty: 2679.716064
	Iteration 12Q: 3 clusters Score -908788.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -908885.500000 Penalty: 2679.716064
	Iteration 13Q: 3 clusters Score -908885.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -908992.000000 Penalty: 2679.716064
	Iteration 14Q: 3 clusters Score -908992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -909067.062500 Penalty: 2679.716064
	Iteration 15Q: 3 clusters Score -909067.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -909131.062500 Penalty: 2679.716064
	Iteration 16Q: 3 clusters Score -909131.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -909176.125000 Penalty: 2679.716064
	Iteration 17Q: 3 clusters Score -909176.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -909213.062500 Penalty: 2679.716064
	Iteration 18Q: 3 clusters Score -909213.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -909240.687500 Penalty: 2679.716064
	Iteration 19Q: 3 clusters Score -909240.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -909263.500000 Penalty: 2679.716064
	Iteration 20F: 3 clusters Score -909263.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -909289.062500 Penalty: 2679.716064
	Iteration 21Q: 3 clusters Score -909289.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -909329.062500 Penalty: 2679.716064
	Iteration 22Q: 3 clusters Score -909329.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -909360.750000 Penalty: 2679.716064
	Iteration 23Q: 3 clusters Score -909360.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -909392.000000 Penalty: 2679.716064
	Iteration 24Q: 3 clusters Score -909392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -909419.062500 Penalty: 2679.716064
	Iteration 25Q: 3 clusters Score -909419.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -909452.687500 Penalty: 2679.716064
	Iteration 26Q: 3 clusters Score -909452.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -909482.312500 Penalty: 2679.716064
	Iteration 27Q: 3 clusters Score -909482.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -909518.937500 Penalty: 2679.716064
	Iteration 28Q: 3 clusters Score -909518.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -909554.625000 Penalty: 2679.716064
	Iteration 29Q: 3 clusters Score -909554.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -909596.250000 Penalty: 2679.716064
	Iteration 30Q: 3 clusters Score -909596.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -909655.687500 Penalty: 2679.716064
	Iteration 31Q: 3 clusters Score -909655.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -909721.062500 Penalty: 2679.716064
	Iteration 32Q: 3 clusters Score -909721.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -909773.187500 Penalty: 2679.716064
	Iteration 33Q: 3 clusters Score -909773.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -909832.500000 Penalty: 2679.716064
	Iteration 34Q: 3 clusters Score -909832.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -909877.250000 Penalty: 2679.716064
	Iteration 35Q: 3 clusters Score -909877.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -909906.312500 Penalty: 2679.716064
	Iteration 36Q: 3 clusters Score -909906.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -909943.750000 Penalty: 2679.716064
	Iteration 37Q: 3 clusters Score -909943.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -909976.812500 Penalty: 2679.716064
	Iteration 38Q: 3 clusters Score -909976.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -910004.562500 Penalty: 2679.716064
	Iteration 39Q: 3 clusters Score -910004.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -910029.687500 Penalty: 2679.716064
	Iteration 40F: 3 clusters Score -910029.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -910045.875000 Penalty: 2679.716064
	Iteration 41Q: 3 clusters Score -910045.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -910054.625000 Penalty: 2679.716064
	Iteration 42Q: 3 clusters Score -910054.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -910067.875000 Penalty: 2679.716064
	Iteration 43Q: 3 clusters Score -910067.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -910075.687500 Penalty: 2679.716064
	Iteration 44Q: 3 clusters Score -910075.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -910082.250000 Penalty: 2679.716064
	Iteration 45Q: 3 clusters Score -910082.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -910089.125000 Penalty: 2679.716064
	Iteration 46Q: 3 clusters Score -910089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -910094.812500 Penalty: 2679.716064
	Iteration 47Q: 3 clusters Score -910094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -910095.875000 Penalty: 2679.716064
	Iteration 48Q: 3 clusters Score -910095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -910099.125000 Penalty: 2679.716064
	Iteration 49Q: 3 clusters Score -910099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -910102.312500 Penalty: 2679.716064
	Iteration 50Q: 3 clusters Score -910102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -910104.125000 Penalty: 2679.716064
	Iteration 51Q: 3 clusters Score -910104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -910108.750000 Penalty: 2679.716064
	Iteration 52Q: 3 clusters Score -910108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -910109.875000 Penalty: 2679.716064
	Iteration 53Q: 3 clusters Score -910109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -910110.187500 Penalty: 2679.716064
	Iteration 54Q: 3 clusters Score -910110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -910109.062500 Penalty: 2679.716064
	Iteration 55Q: 3 clusters Score -910109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -910110.125000 Penalty: 2679.716064
	Iteration 56Q: 3 clusters Score -910110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -910110.125000 Penalty: 2679.716064
	Iteration 57F: 3 clusters Score -910110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Entering Unmasked Estep 
Score: -1838197.375000 Penalty: 1440.880859
	Iteration 0F: 2 clusters Score -1838197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1827677.125000 Penalty: 2881.761719
	Iteration 0F: 3 clusters Score -1827677 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1831281.250000 Penalty: 2881.761719
	Iteration 1F: 3 clusters Score -1831281 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1831642.750000 Penalty: 2881.761719
	Iteration 2F: 3 clusters Score -1831643 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1832020.500000 Penalty: 2881.761719
	Iteration 3F: 3 clusters Score -1832020 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1832407.125000 Penalty: 2881.761719
	Iteration 4Q: 3 clusters Score -1832407 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1832875.750000 Penalty: 2881.761719
	Iteration 5F: 3 clusters Score -1832876 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1833431.750000 Penalty: 2881.761719
	Iteration 6F: 3 clusters Score -1833432 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1834118.125000 Penalty: 2881.761719
	Iteration 7F: 3 clusters Score -1834118 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1834880.500000 Penalty: 2881.761719
	Iteration 8F: 3 clusters Score -1834880 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1835647.750000 Penalty: 2881.761719
	Iteration 9F: 3 clusters Score -1835648 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1836218.875000 Penalty: 2881.761719
	Iteration 10Q: 3 clusters Score -1836219 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1836614.750000 Penalty: 2881.761719
	Iteration 11Q: 3 clusters Score -1836615 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1836867.125000 Penalty: 2881.761719
	Iteration 12Q: 3 clusters Score -1836867 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1837029.500000 Penalty: 2881.761719
	Iteration 13Q: 3 clusters Score -1837030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1837115.500000 Penalty: 2881.761719
	Iteration 14Q: 3 clusters Score -1837116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1837175.125000 Penalty: 2881.761719
	Iteration 15Q: 3 clusters Score -1837175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1837214.750000 Penalty: 2881.761719
	Iteration 16Q: 3 clusters Score -1837215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1837244.875000 Penalty: 2881.761719
	Iteration 17Q: 3 clusters Score -1837245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1837262.750000 Penalty: 2881.761719
	Iteration 18Q: 3 clusters Score -1837263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1837265.750000 Penalty: 2881.761719
	Iteration 19Q: 3 clusters Score -1837266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1837271.000000 Penalty: 2881.761719
	Iteration 20F: 3 clusters Score -1837271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1837276.125000 Penalty: 2881.761719
	Iteration 21Q: 3 clusters Score -1837276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1837280.375000 Penalty: 2881.761719
	Iteration 22Q: 3 clusters Score -1837280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1837282.125000 Penalty: 2881.761719
	Iteration 23Q: 3 clusters Score -1837282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1837290.500000 Penalty: 2881.761719
	Iteration 24Q: 3 clusters Score -1837290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1837294.875000 Penalty: 2881.761719
	Iteration 25Q: 3 clusters Score -1837295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1837299.500000 Penalty: 2881.761719
	Iteration 26Q: 3 clusters Score -1837300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1837301.375000 Penalty: 2881.761719
	Iteration 27Q: 3 clusters Score -1837301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1837301.125000 Penalty: 2881.761719
	Iteration 28Q: 3 clusters Score -1837301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1837301.750000 Penalty: 2881.761719
	Iteration 29Q: 3 clusters Score -1837302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1837304.625000 Penalty: 2881.761719
	Iteration 30Q: 3 clusters Score -1837305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1837309.125000 Penalty: 2881.761719
	Iteration 31Q: 3 clusters Score -1837309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1837308.875000 Penalty: 2881.761719
	Iteration 32Q: 3 clusters Score -1837309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1837312.625000 Penalty: 2881.761719
	Iteration 33Q: 3 clusters Score -1837313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1837311.250000 Penalty: 2881.761719
	Iteration 34Q: 3 clusters Score -1837311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1837311.250000 Penalty: 2881.761719
	Iteration 35F: 3 clusters Score -1837311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Entering Unmasked Estep 
Score: -1511254.625000 Penalty: 1415.682373
	Iteration 0F: 2 clusters Score -1511255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1502409.875000 Penalty: 2831.364746
	Iteration 0F: 3 clusters Score -1502410 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1505637.250000 Penalty: 2831.364746
	Iteration 1F: 3 clusters Score -1505637 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1506060.125000 Penalty: 2831.364746
	Iteration 2F: 3 clusters Score -1506060 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1506418.250000 Penalty: 2831.364746
	Iteration 3F: 3 clusters Score -1506418 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1506735.500000 Penalty: 2831.364746
	Iteration 4Q: 3 clusters Score -1506736 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1507069.000000 Penalty: 2831.364746
	Iteration 5Q: 3 clusters Score -1507069 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1507445.375000 Penalty: 2831.364746
	Iteration 6Q: 3 clusters Score -1507445 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1507863.500000 Penalty: 2831.364746
	Iteration 7Q: 3 clusters Score -1507864 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1508345.375000 Penalty: 2831.364746
	Iteration 8Q: 3 clusters Score -1508345 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1508883.750000 Penalty: 2831.364746
	Iteration 9Q: 3 clusters Score -1508884 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1509297.625000 Penalty: 2831.364746
	Iteration 10Q: 3 clusters Score -1509298 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1509613.750000 Penalty: 2831.364746
	Iteration 11Q: 3 clusters Score -1509614 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1509828.250000 Penalty: 2831.364746
	Iteration 12Q: 3 clusters Score -1509828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1509970.375000 Penalty: 2831.364746
	Iteration 13Q: 3 clusters Score -1509970 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1510076.375000 Penalty: 2831.364746
	Iteration 14Q: 3 clusters Score -1510076 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1510141.500000 Penalty: 2831.364746
	Iteration 15Q: 3 clusters Score -1510142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1510190.250000 Penalty: 2831.364746
	Iteration 16Q: 3 clusters Score -1510190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1510219.000000 Penalty: 2831.364746
	Iteration 17Q: 3 clusters Score -1510219 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1510246.125000 Penalty: 2831.364746
	Iteration 18Q: 3 clusters Score -1510246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1510264.125000 Penalty: 2831.364746
	Iteration 19Q: 3 clusters Score -1510264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1510283.375000 Penalty: 2831.364746
	Iteration 20F: 3 clusters Score -1510283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1510287.000000 Penalty: 2831.364746
	Iteration 21Q: 3 clusters Score -1510287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1510297.000000 Penalty: 2831.364746
	Iteration 22Q: 3 clusters Score -1510297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1510303.375000 Penalty: 2831.364746
	Iteration 23Q: 3 clusters Score -1510303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1510305.375000 Penalty: 2831.364746
	Iteration 24Q: 3 clusters Score -1510305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1510306.750000 Penalty: 2831.364746
	Iteration 25Q: 3 clusters Score -1510307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1510305.250000 Penalty: 2831.364746
	Iteration 26Q: 3 clusters Score -1510305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1510316.500000 Penalty: 2831.364746
	Iteration 27Q: 3 clusters Score -1510316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1510317.875000 Penalty: 2831.364746
	Iteration 28Q: 3 clusters Score -1510318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1510324.000000 Penalty: 2831.364746
	Iteration 29Q: 3 clusters Score -1510324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1510329.375000 Penalty: 2831.364746
	Iteration 30Q: 3 clusters Score -1510329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1510334.000000 Penalty: 2831.364746
	Iteration 31Q: 3 clusters Score -1510334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1510336.625000 Penalty: 2831.364746
	Iteration 32Q: 3 clusters Score -1510337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1510338.750000 Penalty: 2831.364746
	Iteration 33Q: 3 clusters Score -1510339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1510340.750000 Penalty: 2831.364746
	Iteration 34Q: 3 clusters Score -1510341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1510345.500000 Penalty: 2831.364746
	Iteration 35Q: 3 clusters Score -1510346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1510344.375000 Penalty: 2831.364746
	Iteration 36Q: 3 clusters Score -1510344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1510345.125000 Penalty: 2831.364746
	Iteration 37Q: 3 clusters Score -1510345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1510345.500000 Penalty: 2831.364746
	Iteration 38Q: 3 clusters Score -1510346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1510344.250000 Penalty: 2831.364746
	Iteration 39Q: 3 clusters Score -1510344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1510348.500000 Penalty: 2831.364746
	Iteration 40F: 3 clusters Score -1510348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1510346.875000 Penalty: 2831.364746
	Iteration 41Q: 3 clusters Score -1510347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1510348.000000 Penalty: 2831.364746
	Iteration 42Q: 3 clusters Score -1510348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1510349.500000 Penalty: 2831.364746
	Iteration 43Q: 3 clusters Score -1510350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1510350.250000 Penalty: 2831.364746
	Iteration 44Q: 3 clusters Score -1510350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1510351.000000 Penalty: 2831.364746
	Iteration 45Q: 3 clusters Score -1510351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1510355.375000 Penalty: 2831.364746
	Iteration 46Q: 3 clusters Score -1510355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1510352.875000 Penalty: 2831.364746
	Iteration 47Q: 3 clusters Score -1510353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1510355.875000 Penalty: 2831.364746
	Iteration 48Q: 3 clusters Score -1510356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1510353.750000 Penalty: 2831.364746
	Iteration 49Q: 3 clusters Score -1510354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1510356.625000 Penalty: 2831.364746
	Iteration 50Q: 3 clusters Score -1510357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1510358.750000 Penalty: 2831.364746
	Iteration 51Q: 3 clusters Score -1510359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1510361.750000 Penalty: 2831.364746
	Iteration 52Q: 3 clusters Score -1510362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1510365.625000 Penalty: 2831.364746
	Iteration 53Q: 3 clusters Score -1510366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1510362.750000 Penalty: 2831.364746
	Iteration 54Q: 3 clusters Score -1510363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1510374.875000 Penalty: 2831.364746
	Iteration 55Q: 3 clusters Score -1510375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1510382.750000 Penalty: 2831.364746
	Iteration 56Q: 3 clusters Score -1510383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1510382.875000 Penalty: 2831.364746
	Iteration 57Q: 3 clusters Score -1510383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1510386.875000 Penalty: 2831.364746
	Iteration 58Q: 3 clusters Score -1510387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1510391.875000 Penalty: 2831.364746
	Iteration 59Q: 3 clusters Score -1510392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1510392.375000 Penalty: 2831.364746
	Iteration 60F: 3 clusters Score -1510392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1510396.125000 Penalty: 2831.364746
	Iteration 61Q: 3 clusters Score -1510396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1510398.250000 Penalty: 2831.364746
	Iteration 62Q: 3 clusters Score -1510398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1510401.625000 Penalty: 2831.364746
	Iteration 63Q: 3 clusters Score -1510402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1510398.500000 Penalty: 2831.364746
	Iteration 64Q: 3 clusters Score -1510398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1510399.500000 Penalty: 2831.364746
	Iteration 65Q: 3 clusters Score -1510400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1510401.375000 Penalty: 2831.364746
	Iteration 66Q: 3 clusters Score -1510401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1510402.250000 Penalty: 2831.364746
	Iteration 67Q: 3 clusters Score -1510402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1510399.750000 Penalty: 2831.364746
	Iteration 68Q: 3 clusters Score -1510400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1510402.875000 Penalty: 2831.364746
	Iteration 69Q: 3 clusters Score -1510403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1510403.125000 Penalty: 2831.364746
	Iteration 70Q: 3 clusters Score -1510403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1510403.250000 Penalty: 2831.364746
	Iteration 71Q: 3 clusters Score -1510403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1510403.875000 Penalty: 2831.364746
	Iteration 72Q: 3 clusters Score -1510404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1510403.875000 Penalty: 2831.364746
	Iteration 73F: 3 clusters Score -1510404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Entering Unmasked Estep 
Score: -2467684.000000 Penalty: 1481.061768
	Iteration 0F: 2 clusters Score -2467684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2453977.250000 Penalty: 2962.123535
	Iteration 0F: 3 clusters Score -2453977 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2459162.000000 Penalty: 2962.123535
	Iteration 1F: 3 clusters Score -2459162 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2459694.000000 Penalty: 2962.123535
	Iteration 2F: 3 clusters Score -2459694 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2460218.250000 Penalty: 2962.123535
	Iteration 3F: 3 clusters Score -2460218 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2460799.750000 Penalty: 2962.123535
	Iteration 4F: 3 clusters Score -2460800 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2461425.500000 Penalty: 2962.123535
	Iteration 5F: 3 clusters Score -2461426 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2462122.250000 Penalty: 2962.123535
	Iteration 6F: 3 clusters Score -2462122 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2462907.500000 Penalty: 2962.123535
	Iteration 7F: 3 clusters Score -2462908 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2463704.250000 Penalty: 2962.123535
	Iteration 8F: 3 clusters Score -2463704 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2464462.500000 Penalty: 2962.123535
	Iteration 9Q: 3 clusters Score -2464462 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2465148.750000 Penalty: 2962.123535
	Iteration 10Q: 3 clusters Score -2465149 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2465618.250000 Penalty: 2962.123535
	Iteration 11Q: 3 clusters Score -2465618 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2465904.000000 Penalty: 2962.123535
	Iteration 12Q: 3 clusters Score -2465904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2466101.500000 Penalty: 2962.123535
	Iteration 13Q: 3 clusters Score -2466102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2466216.000000 Penalty: 2962.123535
	Iteration 14Q: 3 clusters Score -2466216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2466277.750000 Penalty: 2962.123535
	Iteration 15Q: 3 clusters Score -2466278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2466328.000000 Penalty: 2962.123535
	Iteration 16Q: 3 clusters Score -2466328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2466346.750000 Penalty: 2962.123535
	Iteration 17Q: 3 clusters Score -2466347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2466372.500000 Penalty: 2962.123535
	Iteration 18Q: 3 clusters Score -2466372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2466389.500000 Penalty: 2962.123535
	Iteration 19Q: 3 clusters Score -2466390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2466390.750000 Penalty: 2962.123535
	Iteration 20F: 3 clusters Score -2466391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2466399.500000 Penalty: 2962.123535
	Iteration 21Q: 3 clusters Score -2466400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2466407.500000 Penalty: 2962.123535
	Iteration 22Q: 3 clusters Score -2466408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2466408.000000 Penalty: 2962.123535
	Iteration 23Q: 3 clusters Score -2466408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2466408.000000 Penalty: 2962.123535
	Iteration 24F: 3 clusters Score -2466408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Entering Unmasked Estep 
Score: -932556.375000 Penalty: 1335.555054
	Iteration 0F: 2 clusters Score -932556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -927033.937500 Penalty: 2671.110107
	Iteration 0F: 3 clusters Score -927033.9 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -928801.500000 Penalty: 2671.110107
	Iteration 1F: 3 clusters Score -928801.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -929060.312500 Penalty: 2671.110107
	Iteration 2F: 3 clusters Score -929060.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -929230.375000 Penalty: 2671.110107
	Iteration 3Q: 3 clusters Score -929230.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -929391.000000 Penalty: 2671.110107
	Iteration 4Q: 3 clusters Score -929391 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -929533.937500 Penalty: 2671.110107
	Iteration 5Q: 3 clusters Score -929533.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -929681.000000 Penalty: 2671.110107
	Iteration 6Q: 3 clusters Score -929681 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -929849.625000 Penalty: 2671.110107
	Iteration 7Q: 3 clusters Score -929849.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -930036.250000 Penalty: 2671.110107
	Iteration 8Q: 3 clusters Score -930036.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -930259.812500 Penalty: 2671.110107
	Iteration 9Q: 3 clusters Score -930259.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -930514.062500 Penalty: 2671.110107
	Iteration 10Q: 3 clusters Score -930514.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -930747.375000 Penalty: 2671.110107
	Iteration 11Q: 3 clusters Score -930747.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -930937.937500 Penalty: 2671.110107
	Iteration 12Q: 3 clusters Score -930937.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -931102.250000 Penalty: 2671.110107
	Iteration 13Q: 3 clusters Score -931102.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -931222.687500 Penalty: 2671.110107
	Iteration 14Q: 3 clusters Score -931222.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -931299.625000 Penalty: 2671.110107
	Iteration 15Q: 3 clusters Score -931299.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -931358.125000 Penalty: 2671.110107
	Iteration 16Q: 3 clusters Score -931358.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -931383.875000 Penalty: 2671.110107
	Iteration 17Q: 3 clusters Score -931383.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -931413.625000 Penalty: 2671.110107
	Iteration 18Q: 3 clusters Score -931413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -931431.187500 Penalty: 2671.110107
	Iteration 19Q: 3 clusters Score -931431.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -931453.062500 Penalty: 2671.110107
	Iteration 20F: 3 clusters Score -931453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -931464.437500 Penalty: 2671.110107
	Iteration 21Q: 3 clusters Score -931464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -931473.937500 Penalty: 2671.110107
	Iteration 22Q: 3 clusters Score -931473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -931478.500000 Penalty: 2671.110107
	Iteration 23Q: 3 clusters Score -931478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -931487.937500 Penalty: 2671.110107
	Iteration 24Q: 3 clusters Score -931487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -931495.437500 Penalty: 2671.110107
	Iteration 25Q: 3 clusters Score -931495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -931496.687500 Penalty: 2671.110107
	Iteration 26Q: 3 clusters Score -931496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -931500.000000 Penalty: 2671.110107
	Iteration 27Q: 3 clusters Score -931500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -931498.750000 Penalty: 2671.110107
	Iteration 28Q: 3 clusters Score -931498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -931501.250000 Penalty: 2671.110107
	Iteration 29Q: 3 clusters Score -931501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -931505.250000 Penalty: 2671.110107
	Iteration 30Q: 3 clusters Score -931505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -931508.375000 Penalty: 2671.110107
	Iteration 31Q: 3 clusters Score -931508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -931508.187500 Penalty: 2671.110107
	Iteration 32Q: 3 clusters Score -931508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -931509.937500 Penalty: 2671.110107
	Iteration 33Q: 3 clusters Score -931509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -931511.312500 Penalty: 2671.110107
	Iteration 34Q: 3 clusters Score -931511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -931511.312500 Penalty: 2671.110107
	Iteration 35F: 3 clusters Score -931511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (53006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Entering Unmasked Estep 
Score: -5935639.000000 Penalty: 1618.670288
	Iteration 0F: 2 clusters Score -5935639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -5901053.500000 Penalty: 3237.340576
	Iteration 0F: 3 clusters Score -5901054 nChanged 24561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5914933.000000 Penalty: 3237.340576
	Iteration 1F: 3 clusters Score -5914933 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5915639.500000 Penalty: 3237.340576
	Iteration 2Q: 3 clusters Score -5915640 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5916425.500000 Penalty: 3237.340576
	Iteration 3Q: 3 clusters Score -5916426 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5917376.500000 Penalty: 3237.340576
	Iteration 4Q: 3 clusters Score -5917376 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -5918592.000000 Penalty: 3237.340576
	Iteration 5Q: 3 clusters Score -5918592 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5920087.500000 Penalty: 3237.340576
	Iteration 6F: 3 clusters Score -5920088 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5922014.000000 Penalty: 3237.340576
	Iteration 7F: 3 clusters Score -5922014 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5924344.000000 Penalty: 3237.340576
	Iteration 8F: 3 clusters Score -5924344 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -5926663.000000 Penalty: 3237.340576
	Iteration 9F: 3 clusters Score -5926663 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5928502.500000 Penalty: 3237.340576
	Iteration 10Q: 3 clusters Score -5928502 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5929916.500000 Penalty: 3237.340576
	Iteration 11Q: 3 clusters Score -5929916 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5930943.000000 Penalty: 3237.340576
	Iteration 12Q: 3 clusters Score -5930943 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5931712.000000 Penalty: 3237.340576
	Iteration 13Q: 3 clusters Score -5931712 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -5932419.500000 Penalty: 3237.340576
	Iteration 14Q: 3 clusters Score -5932420 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -5933030.000000 Penalty: 3237.340576
	Iteration 15Q: 3 clusters Score -5933030 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -5933630.000000 Penalty: 3237.340576
	Iteration 16Q: 3 clusters Score -5933630 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -5934190.000000 Penalty: 3237.340576
	Iteration 17Q: 3 clusters Score -5934190 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5934667.000000 Penalty: 3237.340576
	Iteration 18Q: 3 clusters Score -5934667 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -5935016.000000 Penalty: 3237.340576
	Iteration 19Q: 3 clusters Score -5935016 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -5935259.000000 Penalty: 3237.340576
	Iteration 20F: 3 clusters Score -5935259 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -5935455.500000 Penalty: 3237.340576
	Iteration 21Q: 3 clusters Score -5935456 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -5935596.000000 Penalty: 3237.340576
	Iteration 22Q: 3 clusters Score -5935596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -5935692.000000 Penalty: 3237.340576
	Iteration 23Q: 3 clusters Score -5935692 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -5935785.000000 Penalty: 3237.340576
	Iteration 24Q: 3 clusters Score -5935785 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -5935835.500000 Penalty: 3237.340576
	Iteration 25Q: 3 clusters Score -5935836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -5935875.500000 Penalty: 3237.340576
	Iteration 26Q: 3 clusters Score -5935876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -5935907.500000 Penalty: 3237.340576
	Iteration 27Q: 3 clusters Score -5935908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -5935914.000000 Penalty: 3237.340576
	Iteration 28Q: 3 clusters Score -5935914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5935937.000000 Penalty: 3237.340576
	Iteration 29Q: 3 clusters Score -5935937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5935937.500000 Penalty: 3237.340576
	Iteration 30Q: 3 clusters Score -5935938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -5935939.500000 Penalty: 3237.340576
	Iteration 31Q: 3 clusters Score -5935940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -5935946.500000 Penalty: 3237.340576
	Iteration 32Q: 3 clusters Score -5935946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -5935959.000000 Penalty: 3237.340576
	Iteration 33Q: 3 clusters Score -5935959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -5935969.500000 Penalty: 3237.340576
	Iteration 34Q: 3 clusters Score -5935970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -5935972.500000 Penalty: 3237.340576
	Iteration 35Q: 3 clusters Score -5935972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -5935976.500000 Penalty: 3237.340576
	Iteration 36Q: 3 clusters Score -5935976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5935974.500000 Penalty: 3237.340576
	Iteration 37Q: 3 clusters Score -5935974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -5935973.000000 Penalty: 3237.340576
	Iteration 38Q: 3 clusters Score -5935973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -5935967.000000 Penalty: 3237.340576
	Iteration 39Q: 3 clusters Score -5935967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -5935975.000000 Penalty: 3237.340576
	Iteration 40F: 3 clusters Score -5935975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -5935971.500000 Penalty: 3237.340576
	Iteration 41Q: 3 clusters Score -5935972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -5935972.000000 Penalty: 3237.340576
	Iteration 42Q: 3 clusters Score -5935972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -5935973.000000 Penalty: 3237.340576
	Iteration 43Q: 3 clusters Score -5935973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -5935977.500000 Penalty: 3237.340576
	Iteration 44Q: 3 clusters Score -5935978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -5935980.000000 Penalty: 3237.340576
	Iteration 45Q: 3 clusters Score -5935980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -5935983.500000 Penalty: 3237.340576
	Iteration 46Q: 3 clusters Score -5935984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -5935985.000000 Penalty: 3237.340576
	Iteration 47Q: 3 clusters Score -5935985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -5935980.000000 Penalty: 3237.340576
	Iteration 48Q: 3 clusters Score -5935980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -5935977.500000 Penalty: 3237.340576
	Iteration 49Q: 3 clusters Score -5935978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -5935977.500000 Penalty: 3237.340576
	Iteration 50F: 3 clusters Score -5935978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20452 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 69479 members 
Mstep: Class 7 contains 23112 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67066 members 
Mstep: Class 11 contains 76996 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 26465 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16048 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 21023 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113446 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10578 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44052 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46696 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Mstep: Class 57 contains 51355 members 
Entering Unmasked Estep 
Score: -111088456.000000 Penalty: 117209.742188
Splitting cluster 30 changes total score from -111088704.000000 to -111088456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Entering Unmasked Estep 
Score: -970758.875000 Penalty: 1348.936157
	Iteration 0F: 2 clusters Score -970758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -964833.250000 Penalty: 2697.872314
	Iteration 0F: 3 clusters Score -964833.2 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -966745.062500 Penalty: 2697.872314
	Iteration 1F: 3 clusters Score -966745.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -967043.562500 Penalty: 2697.872314
	Iteration 2F: 3 clusters Score -967043.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -967265.500000 Penalty: 2697.872314
	Iteration 3F: 3 clusters Score -967265.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -967413.875000 Penalty: 2697.872314
	Iteration 4Q: 3 clusters Score -967413.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -967525.000000 Penalty: 2697.872314
	Iteration 5Q: 3 clusters Score -967525 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -967618.875000 Penalty: 2697.872314
	Iteration 6Q: 3 clusters Score -967618.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -967707.375000 Penalty: 2697.872314
	Iteration 7Q: 3 clusters Score -967707.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -967794.562500 Penalty: 2697.872314
	Iteration 8Q: 3 clusters Score -967794.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -967883.562500 Penalty: 2697.872314
	Iteration 9Q: 3 clusters Score -967883.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -967970.250000 Penalty: 2697.872314
	Iteration 10Q: 3 clusters Score -967970.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -968059.000000 Penalty: 2697.872314
	Iteration 11Q: 3 clusters Score -968059 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -968153.187500 Penalty: 2697.872314
	Iteration 12Q: 3 clusters Score -968153.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -968246.125000 Penalty: 2697.872314
	Iteration 13Q: 3 clusters Score -968246.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -968370.437500 Penalty: 2697.872314
	Iteration 14Q: 3 clusters Score -968370.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -968504.562500 Penalty: 2697.872314
	Iteration 15Q: 3 clusters Score -968504.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -968644.437500 Penalty: 2697.872314
	Iteration 16Q: 3 clusters Score -968644.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -968778.000000 Penalty: 2697.872314
	Iteration 17Q: 3 clusters Score -968778 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -968927.812500 Penalty: 2697.872314
	Iteration 18Q: 3 clusters Score -968927.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -969051.625000 Penalty: 2697.872314
	Iteration 19Q: 3 clusters Score -969051.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -969138.250000 Penalty: 2697.872314
	Iteration 20F: 3 clusters Score -969138.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -969216.562500 Penalty: 2697.872314
	Iteration 21Q: 3 clusters Score -969216.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -969285.750000 Penalty: 2697.872314
	Iteration 22Q: 3 clusters Score -969285.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -969349.812500 Penalty: 2697.872314
	Iteration 23Q: 3 clusters Score -969349.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -969395.375000 Penalty: 2697.872314
	Iteration 24Q: 3 clusters Score -969395.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -969434.125000 Penalty: 2697.872314
	Iteration 25Q: 3 clusters Score -969434.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -969477.875000 Penalty: 2697.872314
	Iteration 26Q: 3 clusters Score -969477.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -969527.062500 Penalty: 2697.872314
	Iteration 27Q: 3 clusters Score -969527.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -969582.062500 Penalty: 2697.872314
	Iteration 28Q: 3 clusters Score -969582.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -969630.812500 Penalty: 2697.872314
	Iteration 29Q: 3 clusters Score -969630.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -969671.875000 Penalty: 2697.872314
	Iteration 30Q: 3 clusters Score -969671.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -969715.187500 Penalty: 2697.872314
	Iteration 31Q: 3 clusters Score -969715.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -969746.062500 Penalty: 2697.872314
	Iteration 32Q: 3 clusters Score -969746.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -969779.500000 Penalty: 2697.872314
	Iteration 33Q: 3 clusters Score -969779.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -969806.437500 Penalty: 2697.872314
	Iteration 34Q: 3 clusters Score -969806.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -969827.937500 Penalty: 2697.872314
	Iteration 35Q: 3 clusters Score -969827.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -969846.437500 Penalty: 2697.872314
	Iteration 36Q: 3 clusters Score -969846.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -969870.875000 Penalty: 2697.872314
	Iteration 37Q: 3 clusters Score -969870.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -969895.000000 Penalty: 2697.872314
	Iteration 38Q: 3 clusters Score -969895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -969913.312500 Penalty: 2697.872314
	Iteration 39Q: 3 clusters Score -969913.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -969929.687500 Penalty: 2697.872314
	Iteration 40F: 3 clusters Score -969929.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -969944.312500 Penalty: 2697.872314
	Iteration 41Q: 3 clusters Score -969944.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -969958.812500 Penalty: 2697.872314
	Iteration 42Q: 3 clusters Score -969958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -969980.750000 Penalty: 2697.872314
	Iteration 43Q: 3 clusters Score -969980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -969999.187500 Penalty: 2697.872314
	Iteration 44Q: 3 clusters Score -969999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -970025.687500 Penalty: 2697.872314
	Iteration 45Q: 3 clusters Score -970025.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -970052.812500 Penalty: 2697.872314
	Iteration 46Q: 3 clusters Score -970052.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -970074.875000 Penalty: 2697.872314
	Iteration 47Q: 3 clusters Score -970074.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -970098.750000 Penalty: 2697.872314
	Iteration 48Q: 3 clusters Score -970098.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -970114.000000 Penalty: 2697.872314
	Iteration 49Q: 3 clusters Score -970114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -970122.625000 Penalty: 2697.872314
	Iteration 50Q: 3 clusters Score -970122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -970131.687500 Penalty: 2697.872314
	Iteration 51Q: 3 clusters Score -970131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -970136.500000 Penalty: 2697.872314
	Iteration 52Q: 3 clusters Score -970136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -970143.937500 Penalty: 2697.872314
	Iteration 53Q: 3 clusters Score -970143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -970145.312500 Penalty: 2697.872314
	Iteration 54Q: 3 clusters Score -970145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -970149.937500 Penalty: 2697.872314
	Iteration 55Q: 3 clusters Score -970149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -970152.312500 Penalty: 2697.872314
	Iteration 56Q: 3 clusters Score -970152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -970157.500000 Penalty: 2697.872314
	Iteration 57Q: 3 clusters Score -970157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -970161.062500 Penalty: 2697.872314
	Iteration 58Q: 3 clusters Score -970161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -970163.687500 Penalty: 2697.872314
	Iteration 59Q: 3 clusters Score -970163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -970166.187500 Penalty: 2697.872314
	Iteration 60F: 3 clusters Score -970166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Entering Unmasked Estep 
Score: -521478.812500 Penalty: 1272.621094
	Iteration 0F: 2 clusters Score -521478.8 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 2617 members 
Entering Unmasked Estep 
Score: -517714.062500 Penalty: 2545.242188
	Iteration 0F: 3 clusters Score -517714.1 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -518915.718750 Penalty: 2545.242188
	Iteration 1F: 3 clusters Score -518915.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -519127.312500 Penalty: 2545.242188
	Iteration 2F: 3 clusters Score -519127.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -519248.968750 Penalty: 2545.242188
	Iteration 3Q: 3 clusters Score -519249 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -519352.843750 Penalty: 2545.242188
	Iteration 4Q: 3 clusters Score -519352.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -519447.281250 Penalty: 2545.242188
	Iteration 5Q: 3 clusters Score -519447.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -519532.125000 Penalty: 2545.242188
	Iteration 6Q: 3 clusters Score -519532.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -519600.031250 Penalty: 2545.242188
	Iteration 7Q: 3 clusters Score -519600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -519680.968750 Penalty: 2545.242188
	Iteration 8Q: 3 clusters Score -519681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -519755.187500 Penalty: 2545.242188
	Iteration 9Q: 3 clusters Score -519755.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -519833.593750 Penalty: 2545.242188
	Iteration 10Q: 3 clusters Score -519833.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -519894.312500 Penalty: 2545.242188
	Iteration 11Q: 3 clusters Score -519894.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -519939.468750 Penalty: 2545.242188
	Iteration 12Q: 3 clusters Score -519939.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -519995.093750 Penalty: 2545.242188
	Iteration 13Q: 3 clusters Score -519995.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -520047.156250 Penalty: 2545.242188
	Iteration 14Q: 3 clusters Score -520047.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -520087.750000 Penalty: 2545.242188
	Iteration 15Q: 3 clusters Score -520087.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -520126.968750 Penalty: 2545.242188
	Iteration 16Q: 3 clusters Score -520127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -520159.656250 Penalty: 2545.242188
	Iteration 17Q: 3 clusters Score -520159.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -520196.656250 Penalty: 2545.242188
	Iteration 18Q: 3 clusters Score -520196.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520233.593750 Penalty: 2545.242188
	Iteration 19Q: 3 clusters Score -520233.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520262.937500 Penalty: 2545.242188
	Iteration 20F: 3 clusters Score -520262.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -520278.625000 Penalty: 2545.242188
	Iteration 21Q: 3 clusters Score -520278.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -520301.312500 Penalty: 2545.242188
	Iteration 22Q: 3 clusters Score -520301.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -520318.437500 Penalty: 2545.242188
	Iteration 23Q: 3 clusters Score -520318.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -520330.250000 Penalty: 2545.242188
	Iteration 24Q: 3 clusters Score -520330.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -520338.406250 Penalty: 2545.242188
	Iteration 25Q: 3 clusters Score -520338.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -520348.500000 Penalty: 2545.242188
	Iteration 26Q: 3 clusters Score -520348.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -520355.187500 Penalty: 2545.242188
	Iteration 27Q: 3 clusters Score -520355.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -520362.156250 Penalty: 2545.242188
	Iteration 28Q: 3 clusters Score -520362.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -520369.437500 Penalty: 2545.242188
	Iteration 29Q: 3 clusters Score -520369.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -520381.843750 Penalty: 2545.242188
	Iteration 30Q: 3 clusters Score -520381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -520388.687500 Penalty: 2545.242188
	Iteration 31Q: 3 clusters Score -520388.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -520390.125000 Penalty: 2545.242188
	Iteration 32Q: 3 clusters Score -520390.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -520392.750000 Penalty: 2545.242188
	Iteration 33Q: 3 clusters Score -520392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -520395.375000 Penalty: 2545.242188
	Iteration 34Q: 3 clusters Score -520395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -520397.812500 Penalty: 2545.242188
	Iteration 35Q: 3 clusters Score -520397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -520398.562500 Penalty: 2545.242188
	Iteration 36Q: 3 clusters Score -520398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -520401.593750 Penalty: 2545.242188
	Iteration 37Q: 3 clusters Score -520401.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -520401.437500 Penalty: 2545.242188
	Iteration 38Q: 3 clusters Score -520401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -520401.437500 Penalty: 2545.242188
	Iteration 39F: 3 clusters Score -520401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1163938.250000 Penalty: 1368.747437
	Iteration 0F: 2 clusters Score -1163938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1157218.375000 Penalty: 2737.494873
	Iteration 0F: 3 clusters Score -1157218 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1159468.375000 Penalty: 2737.494873
	Iteration 1F: 3 clusters Score -1159468 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1159763.125000 Penalty: 2737.494873
	Iteration 2F: 3 clusters Score -1159763 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1159961.875000 Penalty: 2737.494873
	Iteration 3Q: 3 clusters Score -1159962 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1160106.625000 Penalty: 2737.494873
	Iteration 4Q: 3 clusters Score -1160107 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1160205.125000 Penalty: 2737.494873
	Iteration 5Q: 3 clusters Score -1160205 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1160282.625000 Penalty: 2737.494873
	Iteration 6Q: 3 clusters Score -1160283 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1160329.375000 Penalty: 2737.494873
	Iteration 7Q: 3 clusters Score -1160329 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1160372.125000 Penalty: 2737.494873
	Iteration 8Q: 3 clusters Score -1160372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1160424.125000 Penalty: 2737.494873
	Iteration 9Q: 3 clusters Score -1160424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1160483.375000 Penalty: 2737.494873
	Iteration 10Q: 3 clusters Score -1160483 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1160546.125000 Penalty: 2737.494873
	Iteration 11Q: 3 clusters Score -1160546 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1160645.000000 Penalty: 2737.494873
	Iteration 12Q: 3 clusters Score -1160645 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1160749.250000 Penalty: 2737.494873
	Iteration 13Q: 3 clusters Score -1160749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1160879.625000 Penalty: 2737.494873
	Iteration 14Q: 3 clusters Score -1160880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1161034.375000 Penalty: 2737.494873
	Iteration 15Q: 3 clusters Score -1161034 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1161238.375000 Penalty: 2737.494873
	Iteration 16Q: 3 clusters Score -1161238 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1161496.250000 Penalty: 2737.494873
	Iteration 17Q: 3 clusters Score -1161496 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1161754.000000 Penalty: 2737.494873
	Iteration 18Q: 3 clusters Score -1161754 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1162006.000000 Penalty: 2737.494873
	Iteration 19Q: 3 clusters Score -1162006 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1162214.625000 Penalty: 2737.494873
	Iteration 20F: 3 clusters Score -1162215 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1162375.625000 Penalty: 2737.494873
	Iteration 21Q: 3 clusters Score -1162376 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1162509.750000 Penalty: 2737.494873
	Iteration 22Q: 3 clusters Score -1162510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1162607.875000 Penalty: 2737.494873
	Iteration 23Q: 3 clusters Score -1162608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1162666.000000 Penalty: 2737.494873
	Iteration 24Q: 3 clusters Score -1162666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1162697.250000 Penalty: 2737.494873
	Iteration 25Q: 3 clusters Score -1162697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1162721.500000 Penalty: 2737.494873
	Iteration 26Q: 3 clusters Score -1162722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1162739.125000 Penalty: 2737.494873
	Iteration 27Q: 3 clusters Score -1162739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1162757.250000 Penalty: 2737.494873
	Iteration 28Q: 3 clusters Score -1162757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1162771.625000 Penalty: 2737.494873
	Iteration 29Q: 3 clusters Score -1162772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1162779.625000 Penalty: 2737.494873
	Iteration 30Q: 3 clusters Score -1162780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1162780.000000 Penalty: 2737.494873
	Iteration 31Q: 3 clusters Score -1162780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1162782.375000 Penalty: 2737.494873
	Iteration 32Q: 3 clusters Score -1162782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1162789.625000 Penalty: 2737.494873
	Iteration 33Q: 3 clusters Score -1162790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1162792.625000 Penalty: 2737.494873
	Iteration 34Q: 3 clusters Score -1162793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1162796.125000 Penalty: 2737.494873
	Iteration 35Q: 3 clusters Score -1162796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1162802.625000 Penalty: 2737.494873
	Iteration 36Q: 3 clusters Score -1162803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1162806.875000 Penalty: 2737.494873
	Iteration 37Q: 3 clusters Score -1162807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1162810.750000 Penalty: 2737.494873
	Iteration 38Q: 3 clusters Score -1162811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1162816.125000 Penalty: 2737.494873
	Iteration 39Q: 3 clusters Score -1162816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1162817.000000 Penalty: 2737.494873
	Iteration 40F: 3 clusters Score -1162817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1162819.000000 Penalty: 2737.494873
	Iteration 41Q: 3 clusters Score -1162819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1162820.500000 Penalty: 2737.494873
	Iteration 42Q: 3 clusters Score -1162820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1162820.500000 Penalty: 2737.494873
	Iteration 43F: 3 clusters Score -1162820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Entering Unmasked Estep 
Score: -1197269.875000 Penalty: 1386.107910
	Iteration 0F: 2 clusters Score -1197270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1189831.875000 Penalty: 2772.215820
	Iteration 0F: 3 clusters Score -1189832 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1192389.625000 Penalty: 2772.215820
	Iteration 1F: 3 clusters Score -1192390 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1192745.250000 Penalty: 2772.215820
	Iteration 2F: 3 clusters Score -1192745 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1193030.875000 Penalty: 2772.215820
	Iteration 3F: 3 clusters Score -1193031 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1193260.125000 Penalty: 2772.215820
	Iteration 4Q: 3 clusters Score -1193260 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1193461.375000 Penalty: 2772.215820
	Iteration 5Q: 3 clusters Score -1193461 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1193662.875000 Penalty: 2772.215820
	Iteration 6Q: 3 clusters Score -1193663 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1193854.625000 Penalty: 2772.215820
	Iteration 7Q: 3 clusters Score -1193855 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1194042.875000 Penalty: 2772.215820
	Iteration 8Q: 3 clusters Score -1194043 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1194205.250000 Penalty: 2772.215820
	Iteration 9Q: 3 clusters Score -1194205 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1194349.000000 Penalty: 2772.215820
	Iteration 10Q: 3 clusters Score -1194349 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1194526.875000 Penalty: 2772.215820
	Iteration 11Q: 3 clusters Score -1194527 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1194691.000000 Penalty: 2772.215820
	Iteration 12Q: 3 clusters Score -1194691 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1194839.625000 Penalty: 2772.215820
	Iteration 13Q: 3 clusters Score -1194840 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1194961.250000 Penalty: 2772.215820
	Iteration 14Q: 3 clusters Score -1194961 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1195061.750000 Penalty: 2772.215820
	Iteration 15Q: 3 clusters Score -1195062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1195146.375000 Penalty: 2772.215820
	Iteration 16Q: 3 clusters Score -1195146 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1195213.875000 Penalty: 2772.215820
	Iteration 17Q: 3 clusters Score -1195214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1195273.000000 Penalty: 2772.215820
	Iteration 18Q: 3 clusters Score -1195273 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1195331.125000 Penalty: 2772.215820
	Iteration 19Q: 3 clusters Score -1195331 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1195387.500000 Penalty: 2772.215820
	Iteration 20F: 3 clusters Score -1195388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1195431.750000 Penalty: 2772.215820
	Iteration 21Q: 3 clusters Score -1195432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1195484.500000 Penalty: 2772.215820
	Iteration 22Q: 3 clusters Score -1195484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1195540.000000 Penalty: 2772.215820
	Iteration 23Q: 3 clusters Score -1195540 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1195591.125000 Penalty: 2772.215820
	Iteration 24Q: 3 clusters Score -1195591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1195624.625000 Penalty: 2772.215820
	Iteration 25Q: 3 clusters Score -1195625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1195655.000000 Penalty: 2772.215820
	Iteration 26Q: 3 clusters Score -1195655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1195681.750000 Penalty: 2772.215820
	Iteration 27Q: 3 clusters Score -1195682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1195714.500000 Penalty: 2772.215820
	Iteration 28Q: 3 clusters Score -1195714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1195744.125000 Penalty: 2772.215820
	Iteration 29Q: 3 clusters Score -1195744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1195781.125000 Penalty: 2772.215820
	Iteration 30Q: 3 clusters Score -1195781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1195807.250000 Penalty: 2772.215820
	Iteration 31Q: 3 clusters Score -1195807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1195834.250000 Penalty: 2772.215820
	Iteration 32Q: 3 clusters Score -1195834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1195860.625000 Penalty: 2772.215820
	Iteration 33Q: 3 clusters Score -1195861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1195885.625000 Penalty: 2772.215820
	Iteration 34Q: 3 clusters Score -1195886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1195908.000000 Penalty: 2772.215820
	Iteration 35Q: 3 clusters Score -1195908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1195928.000000 Penalty: 2772.215820
	Iteration 36Q: 3 clusters Score -1195928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1195943.625000 Penalty: 2772.215820
	Iteration 37Q: 3 clusters Score -1195944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1195953.875000 Penalty: 2772.215820
	Iteration 38Q: 3 clusters Score -1195954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1195966.875000 Penalty: 2772.215820
	Iteration 39Q: 3 clusters Score -1195967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1195983.875000 Penalty: 2772.215820
	Iteration 40F: 3 clusters Score -1195984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1196006.250000 Penalty: 2772.215820
	Iteration 41Q: 3 clusters Score -1196006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1196026.250000 Penalty: 2772.215820
	Iteration 42Q: 3 clusters Score -1196026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1196039.500000 Penalty: 2772.215820
	Iteration 43Q: 3 clusters Score -1196040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1196060.750000 Penalty: 2772.215820
	Iteration 44Q: 3 clusters Score -1196061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1196081.625000 Penalty: 2772.215820
	Iteration 45Q: 3 clusters Score -1196082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1196097.750000 Penalty: 2772.215820
	Iteration 46Q: 3 clusters Score -1196098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1196114.000000 Penalty: 2772.215820
	Iteration 47Q: 3 clusters Score -1196114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1196126.875000 Penalty: 2772.215820
	Iteration 48Q: 3 clusters Score -1196127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1196140.250000 Penalty: 2772.215820
	Iteration 49Q: 3 clusters Score -1196140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1196151.875000 Penalty: 2772.215820
	Iteration 50Q: 3 clusters Score -1196152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1196164.375000 Penalty: 2772.215820
	Iteration 51Q: 3 clusters Score -1196164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1196175.375000 Penalty: 2772.215820
	Iteration 52Q: 3 clusters Score -1196175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1196187.250000 Penalty: 2772.215820
	Iteration 53Q: 3 clusters Score -1196187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1196200.250000 Penalty: 2772.215820
	Iteration 54Q: 3 clusters Score -1196200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1196205.250000 Penalty: 2772.215820
	Iteration 55Q: 3 clusters Score -1196205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1196215.375000 Penalty: 2772.215820
	Iteration 56Q: 3 clusters Score -1196215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1196223.500000 Penalty: 2772.215820
	Iteration 57Q: 3 clusters Score -1196224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1196225.125000 Penalty: 2772.215820
	Iteration 58Q: 3 clusters Score -1196225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1196228.750000 Penalty: 2772.215820
	Iteration 59Q: 3 clusters Score -1196229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1196232.000000 Penalty: 2772.215820
	Iteration 60F: 3 clusters Score -1196232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1196238.000000 Penalty: 2772.215820
	Iteration 61Q: 3 clusters Score -1196238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1196248.750000 Penalty: 2772.215820
	Iteration 62Q: 3 clusters Score -1196249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1196253.125000 Penalty: 2772.215820
	Iteration 63Q: 3 clusters Score -1196253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1196254.375000 Penalty: 2772.215820
	Iteration 64Q: 3 clusters Score -1196254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1196259.375000 Penalty: 2772.215820
	Iteration 65Q: 3 clusters Score -1196259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1196262.625000 Penalty: 2772.215820
	Iteration 66Q: 3 clusters Score -1196263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1196267.125000 Penalty: 2772.215820
	Iteration 67Q: 3 clusters Score -1196267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1196266.625000 Penalty: 2772.215820
	Iteration 68Q: 3 clusters Score -1196267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1196269.375000 Penalty: 2772.215820
	Iteration 69Q: 3 clusters Score -1196269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1196271.000000 Penalty: 2772.215820
	Iteration 70Q: 3 clusters Score -1196271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1196274.875000 Penalty: 2772.215820
	Iteration 71Q: 3 clusters Score -1196275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1196276.250000 Penalty: 2772.215820
	Iteration 72Q: 3 clusters Score -1196276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1196275.250000 Penalty: 2772.215820
	Iteration 73Q: 3 clusters Score -1196275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1196275.250000 Penalty: 2772.215820
	Iteration 74F: 3 clusters Score -1196275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (113446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113446 members 
Entering Unmasked Estep 
Score: -13099803.000000 Penalty: 1731.895386
	Iteration 0F: 2 clusters Score -1.30998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -13031286.000000 Penalty: 3463.790771
	Iteration 0F: 3 clusters Score -1.303129e+07 nChanged 53851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -13062206.000000 Penalty: 3463.790771
	Iteration 1F: 3 clusters Score -1.306221e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -13063239.000000 Penalty: 3463.790771
	Iteration 2Q: 3 clusters Score -1.306324e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -13064584.000000 Penalty: 3463.790771
	Iteration 3Q: 3 clusters Score -1.306458e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -13066393.000000 Penalty: 3463.790771
	Iteration 4Q: 3 clusters Score -1.306639e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -13068957.000000 Penalty: 3463.790771
	Iteration 5Q: 3 clusters Score -1.306896e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -13073088.000000 Penalty: 3463.790771
	Iteration 6F: 3 clusters Score -1.307309e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -13078998.000000 Penalty: 3463.790771
	Iteration 7F: 3 clusters Score -1.3079e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -13085225.000000 Penalty: 3463.790771
	Iteration 8F: 3 clusters Score -1.308522e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -13090066.000000 Penalty: 3463.790771
	Iteration 9F: 3 clusters Score -1.309007e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -13093219.000000 Penalty: 3463.790771
	Iteration 10Q: 3 clusters Score -1.309322e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -13095088.000000 Penalty: 3463.790771
	Iteration 11Q: 3 clusters Score -1.309509e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -13096152.000000 Penalty: 3463.790771
	Iteration 12Q: 3 clusters Score -1.309615e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -13096790.000000 Penalty: 3463.790771
	Iteration 13Q: 3 clusters Score -1.309679e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -13097222.000000 Penalty: 3463.790771
	Iteration 14Q: 3 clusters Score -1.309722e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -13097549.000000 Penalty: 3463.790771
	Iteration 15Q: 3 clusters Score -1.309755e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -13097818.000000 Penalty: 3463.790771
	Iteration 16Q: 3 clusters Score -1.309782e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 111241 members 
Entering Unmasked Estep 
Score: -13097950.000000 Penalty: 3463.790771
	Iteration 17Q: 3 clusters Score -1.309795e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -13098109.000000 Penalty: 3463.790771
	Iteration 18Q: 3 clusters Score -1.309811e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 111759 members 
Entering Unmasked Estep 
Score: -13098217.000000 Penalty: 3463.790771
	Iteration 19Q: 3 clusters Score -1.309822e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -13098321.000000 Penalty: 3463.790771
	Iteration 20F: 3 clusters Score -1.309832e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -13098369.000000 Penalty: 3463.790771
	Iteration 21Q: 3 clusters Score -1.309837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -13098414.000000 Penalty: 3463.790771
	Iteration 22Q: 3 clusters Score -1.309841e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 112213 members 
Entering Unmasked Estep 
Score: -13098495.000000 Penalty: 3463.790771
	Iteration 23Q: 3 clusters Score -1.30985e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -13098541.000000 Penalty: 3463.790771
	Iteration 24Q: 3 clusters Score -1.309854e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -13098556.000000 Penalty: 3463.790771
	Iteration 25Q: 3 clusters Score -1.309856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -13098560.000000 Penalty: 3463.790771
	Iteration 26Q: 3 clusters Score -1.309856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 112376 members 
Entering Unmasked Estep 
Score: -13098565.000000 Penalty: 3463.790771
	Iteration 27Q: 3 clusters Score -1.309856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -13098548.000000 Penalty: 3463.790771
	Iteration 28Q: 3 clusters Score -1.309855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -13098561.000000 Penalty: 3463.790771
	Iteration 29Q: 3 clusters Score -1.309856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -13098573.000000 Penalty: 3463.790771
	Iteration 30Q: 3 clusters Score -1.309857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -13098564.000000 Penalty: 3463.790771
	Iteration 31Q: 3 clusters Score -1.309856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -13098577.000000 Penalty: 3463.790771
	Iteration 32Q: 3 clusters Score -1.309858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -13098588.000000 Penalty: 3463.790771
	Iteration 33Q: 3 clusters Score -1.309859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -13098588.000000 Penalty: 3463.790771
	Iteration 34Q: 3 clusters Score -1.309859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -13098589.000000 Penalty: 3463.790771
	Iteration 35Q: 3 clusters Score -1.309859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -13098587.000000 Penalty: 3463.790771
	Iteration 36Q: 3 clusters Score -1.309859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -13098599.000000 Penalty: 3463.790771
	Iteration 37Q: 3 clusters Score -1.30986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -13098607.000000 Penalty: 3463.790771
	Iteration 38Q: 3 clusters Score -1.309861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -13098625.000000 Penalty: 3463.790771
	Iteration 39Q: 3 clusters Score -1.309862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -13098610.000000 Penalty: 3463.790771
	Iteration 40F: 3 clusters Score -1.309861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -13098624.000000 Penalty: 3463.790771
	Iteration 41Q: 3 clusters Score -1.309862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 112509 members 
Entering Unmasked Estep 
Score: -13098625.000000 Penalty: 3463.790771
	Iteration 42Q: 3 clusters Score -1.309862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -13098620.000000 Penalty: 3463.790771
	Iteration 43Q: 3 clusters Score -1.309862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 112512 members 
Entering Unmasked Estep 
Score: -13098622.000000 Penalty: 3463.790771
	Iteration 44Q: 3 clusters Score -1.309862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 112512 members 
Entering Unmasked Estep 
Score: -13098622.000000 Penalty: 3463.790771
	Iteration 45F: 3 clusters Score -1.309862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -710899.125000 Penalty: 1302.572144
	Iteration 0F: 2 clusters Score -710899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -706352.937500 Penalty: 2605.144287
	Iteration 0F: 3 clusters Score -706352.9 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -707798.125000 Penalty: 2605.144287
	Iteration 1F: 3 clusters Score -707798.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -708053.562500 Penalty: 2605.144287
	Iteration 2F: 3 clusters Score -708053.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -708228.625000 Penalty: 2605.144287
	Iteration 3F: 3 clusters Score -708228.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -708357.937500 Penalty: 2605.144287
	Iteration 4Q: 3 clusters Score -708357.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -708476.625000 Penalty: 2605.144287
	Iteration 5Q: 3 clusters Score -708476.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -708574.312500 Penalty: 2605.144287
	Iteration 6Q: 3 clusters Score -708574.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -708670.062500 Penalty: 2605.144287
	Iteration 7Q: 3 clusters Score -708670.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -708771.375000 Penalty: 2605.144287
	Iteration 8Q: 3 clusters Score -708771.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -708884.312500 Penalty: 2605.144287
	Iteration 9Q: 3 clusters Score -708884.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -709004.937500 Penalty: 2605.144287
	Iteration 10Q: 3 clusters Score -709004.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -709136.812500 Penalty: 2605.144287
	Iteration 11Q: 3 clusters Score -709136.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -709262.062500 Penalty: 2605.144287
	Iteration 12Q: 3 clusters Score -709262.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -709381.812500 Penalty: 2605.144287
	Iteration 13Q: 3 clusters Score -709381.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -709506.562500 Penalty: 2605.144287
	Iteration 14Q: 3 clusters Score -709506.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -709599.000000 Penalty: 2605.144287
	Iteration 15Q: 3 clusters Score -709599 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -709677.312500 Penalty: 2605.144287
	Iteration 16Q: 3 clusters Score -709677.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -709760.312500 Penalty: 2605.144287
	Iteration 17Q: 3 clusters Score -709760.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -709837.062500 Penalty: 2605.144287
	Iteration 18Q: 3 clusters Score -709837.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -709893.812500 Penalty: 2605.144287
	Iteration 19Q: 3 clusters Score -709893.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -709937.187500 Penalty: 2605.144287
	Iteration 20F: 3 clusters Score -709937.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -709969.937500 Penalty: 2605.144287
	Iteration 21Q: 3 clusters Score -709969.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -709991.625000 Penalty: 2605.144287
	Iteration 22Q: 3 clusters Score -709991.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -710012.375000 Penalty: 2605.144287
	Iteration 23Q: 3 clusters Score -710012.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -710035.000000 Penalty: 2605.144287
	Iteration 24Q: 3 clusters Score -710035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -710045.625000 Penalty: 2605.144287
	Iteration 25Q: 3 clusters Score -710045.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -710059.562500 Penalty: 2605.144287
	Iteration 26Q: 3 clusters Score -710059.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -710068.187500 Penalty: 2605.144287
	Iteration 27Q: 3 clusters Score -710068.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -710077.937500 Penalty: 2605.144287
	Iteration 28Q: 3 clusters Score -710077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -710085.250000 Penalty: 2605.144287
	Iteration 29Q: 3 clusters Score -710085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -710089.000000 Penalty: 2605.144287
	Iteration 30Q: 3 clusters Score -710089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -710093.500000 Penalty: 2605.144287
	Iteration 31Q: 3 clusters Score -710093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -710098.000000 Penalty: 2605.144287
	Iteration 32Q: 3 clusters Score -710098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -710102.187500 Penalty: 2605.144287
	Iteration 33Q: 3 clusters Score -710102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -710104.375000 Penalty: 2605.144287
	Iteration 34Q: 3 clusters Score -710104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -710106.687500 Penalty: 2605.144287
	Iteration 35Q: 3 clusters Score -710106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -710107.250000 Penalty: 2605.144287
	Iteration 36Q: 3 clusters Score -710107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -710110.312500 Penalty: 2605.144287
	Iteration 37Q: 3 clusters Score -710110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -710112.000000 Penalty: 2605.144287
	Iteration 38Q: 3 clusters Score -710112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -710113.562500 Penalty: 2605.144287
	Iteration 39Q: 3 clusters Score -710113.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -710116.125000 Penalty: 2605.144287
	Iteration 40F: 3 clusters Score -710116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -710118.062500 Penalty: 2605.144287
	Iteration 41Q: 3 clusters Score -710118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -710118.062500 Penalty: 2605.144287
	Iteration 42F: 3 clusters Score -710118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25455.718750 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25455.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25698.123047 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25698.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25796.140625 Penalty: 1755.809570
	Iteration 2F: 3 clusters Score -25796.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25858.576172 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25858.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25890.316406 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25890.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25905.451172 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25905.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25909.371094 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25909.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25909.371094 Penalty: 1755.809570
	Iteration 7F: 3 clusters Score -25909.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -490415.187500 Penalty: 1246.019287
	Iteration 0F: 2 clusters Score -490415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -487107.718750 Penalty: 2492.038574
	Iteration 0F: 3 clusters Score -487107.7 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -487998.843750 Penalty: 2492.038574
	Iteration 1F: 3 clusters Score -487998.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -488182.625000 Penalty: 2492.038574
	Iteration 2F: 3 clusters Score -488182.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -488298.562500 Penalty: 2492.038574
	Iteration 3Q: 3 clusters Score -488298.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -488363.906250 Penalty: 2492.038574
	Iteration 4Q: 3 clusters Score -488363.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -488410.125000 Penalty: 2492.038574
	Iteration 5Q: 3 clusters Score -488410.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -488446.625000 Penalty: 2492.038574
	Iteration 6Q: 3 clusters Score -488446.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -488475.937500 Penalty: 2492.038574
	Iteration 7Q: 3 clusters Score -488475.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488499.812500 Penalty: 2492.038574
	Iteration 8Q: 3 clusters Score -488499.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -488516.250000 Penalty: 2492.038574
	Iteration 9Q: 3 clusters Score -488516.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -488529.250000 Penalty: 2492.038574
	Iteration 10Q: 3 clusters Score -488529.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -488536.093750 Penalty: 2492.038574
	Iteration 11Q: 3 clusters Score -488536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -488541.375000 Penalty: 2492.038574
	Iteration 12Q: 3 clusters Score -488541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -488549.093750 Penalty: 2492.038574
	Iteration 13Q: 3 clusters Score -488549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -488552.937500 Penalty: 2492.038574
	Iteration 14Q: 3 clusters Score -488552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488560.093750 Penalty: 2492.038574
	Iteration 15Q: 3 clusters Score -488560.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -488566.531250 Penalty: 2492.038574
	Iteration 16Q: 3 clusters Score -488566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -488571.656250 Penalty: 2492.038574
	Iteration 17Q: 3 clusters Score -488571.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -488575.156250 Penalty: 2492.038574
	Iteration 18Q: 3 clusters Score -488575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -488579.125000 Penalty: 2492.038574
	Iteration 19Q: 3 clusters Score -488579.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -488582.375000 Penalty: 2492.038574
	Iteration 20F: 3 clusters Score -488582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -488583.062500 Penalty: 2492.038574
	Iteration 21Q: 3 clusters Score -488583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -488586.562500 Penalty: 2492.038574
	Iteration 22Q: 3 clusters Score -488586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -488589.031250 Penalty: 2492.038574
	Iteration 23Q: 3 clusters Score -488589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -488589.625000 Penalty: 2492.038574
	Iteration 24Q: 3 clusters Score -488589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -488590.000000 Penalty: 2492.038574
	Iteration 25Q: 3 clusters Score -488590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -488592.437500 Penalty: 2492.038574
	Iteration 26Q: 3 clusters Score -488592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -488593.156250 Penalty: 2492.038574
	Iteration 27Q: 3 clusters Score -488593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -488593.562500 Penalty: 2492.038574
	Iteration 28Q: 3 clusters Score -488593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488593.781250 Penalty: 2492.038574
	Iteration 29Q: 3 clusters Score -488593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -488594.625000 Penalty: 2492.038574
	Iteration 30Q: 3 clusters Score -488594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -488595.031250 Penalty: 2492.038574
	Iteration 31Q: 3 clusters Score -488595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -488594.750000 Penalty: 2492.038574
	Iteration 32Q: 3 clusters Score -488594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -488594.750000 Penalty: 2492.038574
	Iteration 33F: 3 clusters Score -488594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -429415.125000 Penalty: 1232.207642
	Iteration 0F: 2 clusters Score -429415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -426358.156250 Penalty: 2464.415283
	Iteration 0F: 3 clusters Score -426358.2 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -427258.156250 Penalty: 2464.415283
	Iteration 1F: 3 clusters Score -427258.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -427429.000000 Penalty: 2464.415283
	Iteration 2F: 3 clusters Score -427429 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -427527.812500 Penalty: 2464.415283
	Iteration 3Q: 3 clusters Score -427527.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -427599.656250 Penalty: 2464.415283
	Iteration 4Q: 3 clusters Score -427599.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -427654.718750 Penalty: 2464.415283
	Iteration 5Q: 3 clusters Score -427654.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -427701.156250 Penalty: 2464.415283
	Iteration 6Q: 3 clusters Score -427701.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -427740.875000 Penalty: 2464.415283
	Iteration 7Q: 3 clusters Score -427740.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -427763.781250 Penalty: 2464.415283
	Iteration 8Q: 3 clusters Score -427763.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -427785.031250 Penalty: 2464.415283
	Iteration 9Q: 3 clusters Score -427785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -427802.218750 Penalty: 2464.415283
	Iteration 10Q: 3 clusters Score -427802.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -427814.593750 Penalty: 2464.415283
	Iteration 11Q: 3 clusters Score -427814.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -427824.843750 Penalty: 2464.415283
	Iteration 12Q: 3 clusters Score -427824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -427834.968750 Penalty: 2464.415283
	Iteration 13Q: 3 clusters Score -427835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -427846.218750 Penalty: 2464.415283
	Iteration 14Q: 3 clusters Score -427846.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -427858.156250 Penalty: 2464.415283
	Iteration 15Q: 3 clusters Score -427858.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -427874.031250 Penalty: 2464.415283
	Iteration 16Q: 3 clusters Score -427874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -427885.468750 Penalty: 2464.415283
	Iteration 17Q: 3 clusters Score -427885.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -427896.250000 Penalty: 2464.415283
	Iteration 18Q: 3 clusters Score -427896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -427904.406250 Penalty: 2464.415283
	Iteration 19Q: 3 clusters Score -427904.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -427911.562500 Penalty: 2464.415283
	Iteration 20F: 3 clusters Score -427911.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -427920.093750 Penalty: 2464.415283
	Iteration 21Q: 3 clusters Score -427920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -427926.187500 Penalty: 2464.415283
	Iteration 22Q: 3 clusters Score -427926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -427929.781250 Penalty: 2464.415283
	Iteration 23Q: 3 clusters Score -427929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -427932.437500 Penalty: 2464.415283
	Iteration 24Q: 3 clusters Score -427932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -427934.000000 Penalty: 2464.415283
	Iteration 25Q: 3 clusters Score -427934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -427936.093750 Penalty: 2464.415283
	Iteration 26Q: 3 clusters Score -427936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -427937.562500 Penalty: 2464.415283
	Iteration 27Q: 3 clusters Score -427937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -427939.343750 Penalty: 2464.415283
	Iteration 28Q: 3 clusters Score -427939.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -427942.593750 Penalty: 2464.415283
	Iteration 29Q: 3 clusters Score -427942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -427947.437500 Penalty: 2464.415283
	Iteration 30Q: 3 clusters Score -427947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -427953.687500 Penalty: 2464.415283
	Iteration 31Q: 3 clusters Score -427953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -427956.656250 Penalty: 2464.415283
	Iteration 32Q: 3 clusters Score -427956.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -427958.500000 Penalty: 2464.415283
	Iteration 33Q: 3 clusters Score -427958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -427961.843750 Penalty: 2464.415283
	Iteration 34Q: 3 clusters Score -427961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -427965.250000 Penalty: 2464.415283
	Iteration 35Q: 3 clusters Score -427965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -427965.875000 Penalty: 2464.415283
	Iteration 36Q: 3 clusters Score -427965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -427965.875000 Penalty: 2464.415283
	Iteration 37F: 3 clusters Score -427965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -303250.812500 Penalty: 1198.512939
	Iteration 0F: 2 clusters Score -303250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -300733.906250 Penalty: 2397.025879
	Iteration 0F: 3 clusters Score -300733.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -301507.468750 Penalty: 2397.025879
	Iteration 1F: 3 clusters Score -301507.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -301765.343750 Penalty: 2397.025879
	Iteration 2F: 3 clusters Score -301765.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -301942.218750 Penalty: 2397.025879
	Iteration 3F: 3 clusters Score -301942.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -302057.375000 Penalty: 2397.025879
	Iteration 4Q: 3 clusters Score -302057.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -302165.875000 Penalty: 2397.025879
	Iteration 5Q: 3 clusters Score -302165.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -302287.593750 Penalty: 2397.025879
	Iteration 6Q: 3 clusters Score -302287.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -302393.531250 Penalty: 2397.025879
	Iteration 7Q: 3 clusters Score -302393.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -302481.968750 Penalty: 2397.025879
	Iteration 8Q: 3 clusters Score -302482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -302551.906250 Penalty: 2397.025879
	Iteration 9Q: 3 clusters Score -302551.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -302607.281250 Penalty: 2397.025879
	Iteration 10Q: 3 clusters Score -302607.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -302652.031250 Penalty: 2397.025879
	Iteration 11Q: 3 clusters Score -302652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -302691.968750 Penalty: 2397.025879
	Iteration 12Q: 3 clusters Score -302692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -302721.750000 Penalty: 2397.025879
	Iteration 13Q: 3 clusters Score -302721.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -302747.531250 Penalty: 2397.025879
	Iteration 14Q: 3 clusters Score -302747.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -302768.156250 Penalty: 2397.025879
	Iteration 15Q: 3 clusters Score -302768.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302793.375000 Penalty: 2397.025879
	Iteration 16Q: 3 clusters Score -302793.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -302829.375000 Penalty: 2397.025879
	Iteration 17Q: 3 clusters Score -302829.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -302866.406250 Penalty: 2397.025879
	Iteration 18Q: 3 clusters Score -302866.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -302894.250000 Penalty: 2397.025879
	Iteration 19Q: 3 clusters Score -302894.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -302933.406250 Penalty: 2397.025879
	Iteration 20F: 3 clusters Score -302933.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302984.343750 Penalty: 2397.025879
	Iteration 21Q: 3 clusters Score -302984.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -303020.562500 Penalty: 2397.025879
	Iteration 22Q: 3 clusters Score -303020.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303053.843750 Penalty: 2397.025879
	Iteration 23Q: 3 clusters Score -303053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -303070.406250 Penalty: 2397.025879
	Iteration 24Q: 3 clusters Score -303070.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -303087.093750 Penalty: 2397.025879
	Iteration 25Q: 3 clusters Score -303087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303101.031250 Penalty: 2397.025879
	Iteration 26Q: 3 clusters Score -303101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -303111.625000 Penalty: 2397.025879
	Iteration 27Q: 3 clusters Score -303111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303120.031250 Penalty: 2397.025879
	Iteration 28Q: 3 clusters Score -303120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -303127.531250 Penalty: 2397.025879
	Iteration 29Q: 3 clusters Score -303127.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -303137.718750 Penalty: 2397.025879
	Iteration 30Q: 3 clusters Score -303137.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -303151.375000 Penalty: 2397.025879
	Iteration 31Q: 3 clusters Score -303151.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303162.937500 Penalty: 2397.025879
	Iteration 32Q: 3 clusters Score -303162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -303173.343750 Penalty: 2397.025879
	Iteration 33Q: 3 clusters Score -303173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -303176.531250 Penalty: 2397.025879
	Iteration 34Q: 3 clusters Score -303176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -303179.437500 Penalty: 2397.025879
	Iteration 35Q: 3 clusters Score -303179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -303180.093750 Penalty: 2397.025879
	Iteration 36Q: 3 clusters Score -303180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -303180.687500 Penalty: 2397.025879
	Iteration 37Q: 3 clusters Score -303180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -303181.562500 Penalty: 2397.025879
	Iteration 38Q: 3 clusters Score -303181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303183.218750 Penalty: 2397.025879
	Iteration 39Q: 3 clusters Score -303183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -303187.500000 Penalty: 2397.025879
	Iteration 40F: 3 clusters Score -303187.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -303189.812500 Penalty: 2397.025879
	Iteration 41Q: 3 clusters Score -303189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -303191.750000 Penalty: 2397.025879
	Iteration 42Q: 3 clusters Score -303191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -303194.312500 Penalty: 2397.025879
	Iteration 43Q: 3 clusters Score -303194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303196.375000 Penalty: 2397.025879
	Iteration 44Q: 3 clusters Score -303196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -303198.218750 Penalty: 2397.025879
	Iteration 45Q: 3 clusters Score -303198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -303198.218750 Penalty: 2397.025879
	Iteration 46F: 3 clusters Score -303198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Entering Unmasked Estep 
Score: -936759.125000 Penalty: 1337.462280
	Iteration 0F: 2 clusters Score -936759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -931264.000000 Penalty: 2674.924561
	Iteration 0F: 3 clusters Score -931264 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -932929.312500 Penalty: 2674.924561
	Iteration 1F: 3 clusters Score -932929.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -933161.687500 Penalty: 2674.924561
	Iteration 2F: 3 clusters Score -933161.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -933328.562500 Penalty: 2674.924561
	Iteration 3Q: 3 clusters Score -933328.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -933459.375000 Penalty: 2674.924561
	Iteration 4Q: 3 clusters Score -933459.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -933567.187500 Penalty: 2674.924561
	Iteration 5Q: 3 clusters Score -933567.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -933668.750000 Penalty: 2674.924561
	Iteration 6Q: 3 clusters Score -933668.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -933752.000000 Penalty: 2674.924561
	Iteration 7Q: 3 clusters Score -933752 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -933828.562500 Penalty: 2674.924561
	Iteration 8Q: 3 clusters Score -933828.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -933903.312500 Penalty: 2674.924561
	Iteration 9Q: 3 clusters Score -933903.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -933975.375000 Penalty: 2674.924561
	Iteration 10Q: 3 clusters Score -933975.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -934050.500000 Penalty: 2674.924561
	Iteration 11Q: 3 clusters Score -934050.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -934149.937500 Penalty: 2674.924561
	Iteration 12Q: 3 clusters Score -934149.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -934239.125000 Penalty: 2674.924561
	Iteration 13Q: 3 clusters Score -934239.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -934343.625000 Penalty: 2674.924561
	Iteration 14Q: 3 clusters Score -934343.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -934470.375000 Penalty: 2674.924561
	Iteration 15Q: 3 clusters Score -934470.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -934612.562500 Penalty: 2674.924561
	Iteration 16Q: 3 clusters Score -934612.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -934766.562500 Penalty: 2674.924561
	Iteration 17Q: 3 clusters Score -934766.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -934922.875000 Penalty: 2674.924561
	Iteration 18Q: 3 clusters Score -934922.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -935054.062500 Penalty: 2674.924561
	Iteration 19Q: 3 clusters Score -935054.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -935186.437500 Penalty: 2674.924561
	Iteration 20F: 3 clusters Score -935186.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -935318.125000 Penalty: 2674.924561
	Iteration 21Q: 3 clusters Score -935318.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -935420.625000 Penalty: 2674.924561
	Iteration 22Q: 3 clusters Score -935420.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -935477.375000 Penalty: 2674.924561
	Iteration 23Q: 3 clusters Score -935477.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -935512.437500 Penalty: 2674.924561
	Iteration 24Q: 3 clusters Score -935512.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -935537.875000 Penalty: 2674.924561
	Iteration 25Q: 3 clusters Score -935537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -935560.187500 Penalty: 2674.924561
	Iteration 26Q: 3 clusters Score -935560.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -935583.125000 Penalty: 2674.924561
	Iteration 27Q: 3 clusters Score -935583.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -935604.750000 Penalty: 2674.924561
	Iteration 28Q: 3 clusters Score -935604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -935610.937500 Penalty: 2674.924561
	Iteration 29Q: 3 clusters Score -935610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -935617.562500 Penalty: 2674.924561
	Iteration 30Q: 3 clusters Score -935617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -935621.937500 Penalty: 2674.924561
	Iteration 31Q: 3 clusters Score -935621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -935626.187500 Penalty: 2674.924561
	Iteration 32Q: 3 clusters Score -935626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -935627.937500 Penalty: 2674.924561
	Iteration 33Q: 3 clusters Score -935627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -935627.937500 Penalty: 2674.924561
	Iteration 34F: 3 clusters Score -935627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61218.773438 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61218.77 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61472.464844 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61472.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61571.164062 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61571.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61632.867188 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61632.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61700.867188 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61700.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61772.195312 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61813.281250 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61813.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61866.089844 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61866.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61875.226562 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61875.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61882.535156 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61882.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61885.152344 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -61885.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61886.109375 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -61886.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61886.109375 Penalty: 1954.241699
	Iteration 12F: 3 clusters Score -61886.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Entering Unmasked Estep 
Score: -996361.062500 Penalty: 1353.875610
	Iteration 0F: 2 clusters Score -996361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -990301.375000 Penalty: 2707.751221
	Iteration 0F: 3 clusters Score -990301.4 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -992438.750000 Penalty: 2707.751221
	Iteration 1F: 3 clusters Score -992438.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -992895.125000 Penalty: 2707.751221
	Iteration 2F: 3 clusters Score -992895.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -993311.812500 Penalty: 2707.751221
	Iteration 3F: 3 clusters Score -993311.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -993704.312500 Penalty: 2707.751221
	Iteration 4F: 3 clusters Score -993704.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -994045.812500 Penalty: 2707.751221
	Iteration 5F: 3 clusters Score -994045.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -994354.062500 Penalty: 2707.751221
	Iteration 6Q: 3 clusters Score -994354.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -994588.312500 Penalty: 2707.751221
	Iteration 7Q: 3 clusters Score -994588.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -994774.750000 Penalty: 2707.751221
	Iteration 8Q: 3 clusters Score -994774.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -994919.937500 Penalty: 2707.751221
	Iteration 9Q: 3 clusters Score -994919.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -995040.875000 Penalty: 2707.751221
	Iteration 10Q: 3 clusters Score -995040.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -995145.687500 Penalty: 2707.751221
	Iteration 11Q: 3 clusters Score -995145.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -995216.625000 Penalty: 2707.751221
	Iteration 12Q: 3 clusters Score -995216.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -995262.687500 Penalty: 2707.751221
	Iteration 13Q: 3 clusters Score -995262.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -995290.062500 Penalty: 2707.751221
	Iteration 14Q: 3 clusters Score -995290.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -995324.187500 Penalty: 2707.751221
	Iteration 15Q: 3 clusters Score -995324.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -995354.062500 Penalty: 2707.751221
	Iteration 16Q: 3 clusters Score -995354.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -995388.625000 Penalty: 2707.751221
	Iteration 17Q: 3 clusters Score -995388.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -995421.937500 Penalty: 2707.751221
	Iteration 18Q: 3 clusters Score -995421.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -995452.187500 Penalty: 2707.751221
	Iteration 19Q: 3 clusters Score -995452.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -995473.000000 Penalty: 2707.751221
	Iteration 20F: 3 clusters Score -995473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -995500.562500 Penalty: 2707.751221
	Iteration 21Q: 3 clusters Score -995500.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -995513.375000 Penalty: 2707.751221
	Iteration 22Q: 3 clusters Score -995513.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -995535.062500 Penalty: 2707.751221
	Iteration 23Q: 3 clusters Score -995535.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -995546.000000 Penalty: 2707.751221
	Iteration 24Q: 3 clusters Score -995546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -995558.062500 Penalty: 2707.751221
	Iteration 25Q: 3 clusters Score -995558.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -995569.875000 Penalty: 2707.751221
	Iteration 26Q: 3 clusters Score -995569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -995581.062500 Penalty: 2707.751221
	Iteration 27Q: 3 clusters Score -995581.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -995598.375000 Penalty: 2707.751221
	Iteration 28Q: 3 clusters Score -995598.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -995603.000000 Penalty: 2707.751221
	Iteration 29Q: 3 clusters Score -995603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -995604.437500 Penalty: 2707.751221
	Iteration 30Q: 3 clusters Score -995604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -995606.937500 Penalty: 2707.751221
	Iteration 31Q: 3 clusters Score -995606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -995608.000000 Penalty: 2707.751221
	Iteration 32Q: 3 clusters Score -995608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -995611.250000 Penalty: 2707.751221
	Iteration 33Q: 3 clusters Score -995611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -995611.062500 Penalty: 2707.751221
	Iteration 34Q: 3 clusters Score -995611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -995610.687500 Penalty: 2707.751221
	Iteration 35Q: 3 clusters Score -995610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -995611.625000 Penalty: 2707.751221
	Iteration 36Q: 3 clusters Score -995611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -995612.875000 Penalty: 2707.751221
	Iteration 37Q: 3 clusters Score -995612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -995614.562500 Penalty: 2707.751221
	Iteration 38Q: 3 clusters Score -995614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -995614.687500 Penalty: 2707.751221
	Iteration 39Q: 3 clusters Score -995614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -995614.937500 Penalty: 2707.751221
	Iteration 40F: 3 clusters Score -995614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -995616.937500 Penalty: 2707.751221
	Iteration 41Q: 3 clusters Score -995616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -995617.187500 Penalty: 2707.751221
	Iteration 42Q: 3 clusters Score -995617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -995619.062500 Penalty: 2707.751221
	Iteration 43Q: 3 clusters Score -995619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -995618.187500 Penalty: 2707.751221
	Iteration 44Q: 3 clusters Score -995618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -995620.250000 Penalty: 2707.751221
	Iteration 45Q: 3 clusters Score -995620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -995621.625000 Penalty: 2707.751221
	Iteration 46Q: 3 clusters Score -995621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -995621.437500 Penalty: 2707.751221
	Iteration 47Q: 3 clusters Score -995621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -995624.000000 Penalty: 2707.751221
	Iteration 48Q: 3 clusters Score -995624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -995622.812500 Penalty: 2707.751221
	Iteration 49Q: 3 clusters Score -995622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -995622.812500 Penalty: 2707.751221
	Iteration 50F: 3 clusters Score -995622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Entering Unmasked Estep 
Score: -1168363.250000 Penalty: 1378.859985
	Iteration 0F: 2 clusters Score -1168363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1161184.375000 Penalty: 2757.719971
	Iteration 0F: 3 clusters Score -1161184 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1163525.625000 Penalty: 2757.719971
	Iteration 1F: 3 clusters Score -1163526 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1163852.625000 Penalty: 2757.719971
	Iteration 2F: 3 clusters Score -1163853 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1164128.500000 Penalty: 2757.719971
	Iteration 3F: 3 clusters Score -1164128 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1164399.125000 Penalty: 2757.719971
	Iteration 4Q: 3 clusters Score -1164399 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1164666.500000 Penalty: 2757.719971
	Iteration 5Q: 3 clusters Score -1164666 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1164977.500000 Penalty: 2757.719971
	Iteration 6Q: 3 clusters Score -1164978 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1165308.250000 Penalty: 2757.719971
	Iteration 7Q: 3 clusters Score -1165308 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1165650.250000 Penalty: 2757.719971
	Iteration 8Q: 3 clusters Score -1165650 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1165988.125000 Penalty: 2757.719971
	Iteration 9Q: 3 clusters Score -1165988 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1166264.250000 Penalty: 2757.719971
	Iteration 10Q: 3 clusters Score -1166264 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1166498.750000 Penalty: 2757.719971
	Iteration 11Q: 3 clusters Score -1166499 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1166685.125000 Penalty: 2757.719971
	Iteration 12Q: 3 clusters Score -1166685 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1166851.250000 Penalty: 2757.719971
	Iteration 13Q: 3 clusters Score -1166851 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1166965.375000 Penalty: 2757.719971
	Iteration 14Q: 3 clusters Score -1166965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1167061.250000 Penalty: 2757.719971
	Iteration 15Q: 3 clusters Score -1167061 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1167130.625000 Penalty: 2757.719971
	Iteration 16Q: 3 clusters Score -1167131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1167180.500000 Penalty: 2757.719971
	Iteration 17Q: 3 clusters Score -1167180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1167207.125000 Penalty: 2757.719971
	Iteration 18Q: 3 clusters Score -1167207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1167234.750000 Penalty: 2757.719971
	Iteration 19Q: 3 clusters Score -1167235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1167254.125000 Penalty: 2757.719971
	Iteration 20F: 3 clusters Score -1167254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1167267.750000 Penalty: 2757.719971
	Iteration 21Q: 3 clusters Score -1167268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1167274.375000 Penalty: 2757.719971
	Iteration 22Q: 3 clusters Score -1167274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1167280.500000 Penalty: 2757.719971
	Iteration 23Q: 3 clusters Score -1167280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1167289.125000 Penalty: 2757.719971
	Iteration 24Q: 3 clusters Score -1167289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1167294.250000 Penalty: 2757.719971
	Iteration 25Q: 3 clusters Score -1167294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1167303.875000 Penalty: 2757.719971
	Iteration 26Q: 3 clusters Score -1167304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1167308.250000 Penalty: 2757.719971
	Iteration 27Q: 3 clusters Score -1167308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1167311.125000 Penalty: 2757.719971
	Iteration 28Q: 3 clusters Score -1167311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1167311.125000 Penalty: 2757.719971
	Iteration 29Q: 3 clusters Score -1167311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1167311.625000 Penalty: 2757.719971
	Iteration 30Q: 3 clusters Score -1167312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1167311.625000 Penalty: 2757.719971
	Iteration 31F: 3 clusters Score -1167312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Entering Unmasked Estep 
Score: -472915.000000 Penalty: 1243.105469
	Iteration 0F: 2 clusters Score -472915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -469662.375000 Penalty: 2486.210938
	Iteration 0F: 3 clusters Score -469662.4 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -470607.687500 Penalty: 2486.210938
	Iteration 1F: 3 clusters Score -470607.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -470816.937500 Penalty: 2486.210938
	Iteration 2F: 3 clusters Score -470816.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -470943.531250 Penalty: 2486.210938
	Iteration 3Q: 3 clusters Score -470943.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -471034.406250 Penalty: 2486.210938
	Iteration 4Q: 3 clusters Score -471034.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -471114.281250 Penalty: 2486.210938
	Iteration 5Q: 3 clusters Score -471114.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -471190.906250 Penalty: 2486.210938
	Iteration 6Q: 3 clusters Score -471190.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -471244.781250 Penalty: 2486.210938
	Iteration 7Q: 3 clusters Score -471244.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -471296.281250 Penalty: 2486.210938
	Iteration 8Q: 3 clusters Score -471296.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -471341.406250 Penalty: 2486.210938
	Iteration 9Q: 3 clusters Score -471341.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -471396.625000 Penalty: 2486.210938
	Iteration 10Q: 3 clusters Score -471396.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -471450.687500 Penalty: 2486.210938
	Iteration 11Q: 3 clusters Score -471450.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -471496.781250 Penalty: 2486.210938
	Iteration 12Q: 3 clusters Score -471496.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -471541.875000 Penalty: 2486.210938
	Iteration 13Q: 3 clusters Score -471541.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -471581.968750 Penalty: 2486.210938
	Iteration 14Q: 3 clusters Score -471582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -471615.281250 Penalty: 2486.210938
	Iteration 15Q: 3 clusters Score -471615.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -471652.250000 Penalty: 2486.210938
	Iteration 16Q: 3 clusters Score -471652.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -471674.093750 Penalty: 2486.210938
	Iteration 17Q: 3 clusters Score -471674.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -471700.437500 Penalty: 2486.210938
	Iteration 18Q: 3 clusters Score -471700.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -471724.843750 Penalty: 2486.210938
	Iteration 19Q: 3 clusters Score -471724.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -471743.406250 Penalty: 2486.210938
	Iteration 20F: 3 clusters Score -471743.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -471762.093750 Penalty: 2486.210938
	Iteration 21Q: 3 clusters Score -471762.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -471773.187500 Penalty: 2486.210938
	Iteration 22Q: 3 clusters Score -471773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -471783.437500 Penalty: 2486.210938
	Iteration 23Q: 3 clusters Score -471783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -471793.812500 Penalty: 2486.210938
	Iteration 24Q: 3 clusters Score -471793.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -471802.093750 Penalty: 2486.210938
	Iteration 25Q: 3 clusters Score -471802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -471812.250000 Penalty: 2486.210938
	Iteration 26Q: 3 clusters Score -471812.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -471824.718750 Penalty: 2486.210938
	Iteration 27Q: 3 clusters Score -471824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -471836.062500 Penalty: 2486.210938
	Iteration 28Q: 3 clusters Score -471836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -471851.968750 Penalty: 2486.210938
	Iteration 29Q: 3 clusters Score -471852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -471855.843750 Penalty: 2486.210938
	Iteration 30Q: 3 clusters Score -471855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -471859.843750 Penalty: 2486.210938
	Iteration 31Q: 3 clusters Score -471859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -471863.437500 Penalty: 2486.210938
	Iteration 32Q: 3 clusters Score -471863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -471870.062500 Penalty: 2486.210938
	Iteration 33Q: 3 clusters Score -471870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -471878.375000 Penalty: 2486.210938
	Iteration 34Q: 3 clusters Score -471878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -471881.531250 Penalty: 2486.210938
	Iteration 35Q: 3 clusters Score -471881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -471883.906250 Penalty: 2486.210938
	Iteration 36Q: 3 clusters Score -471883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -471887.562500 Penalty: 2486.210938
	Iteration 37Q: 3 clusters Score -471887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -471892.562500 Penalty: 2486.210938
	Iteration 38Q: 3 clusters Score -471892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -471894.531250 Penalty: 2486.210938
	Iteration 39Q: 3 clusters Score -471894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -471895.562500 Penalty: 2486.210938
	Iteration 40F: 3 clusters Score -471895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -471896.687500 Penalty: 2486.210938
	Iteration 41Q: 3 clusters Score -471896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -471896.687500 Penalty: 2486.210938
	Iteration 42F: 3 clusters Score -471896.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -944441.437500 Penalty: 1348.004395
	Iteration 0F: 2 clusters Score -944441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -938511.250000 Penalty: 2696.008789
	Iteration 0F: 3 clusters Score -938511.2 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -940422.312500 Penalty: 2696.008789
	Iteration 1F: 3 clusters Score -940422.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -940783.937500 Penalty: 2696.008789
	Iteration 2F: 3 clusters Score -940783.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -941084.500000 Penalty: 2696.008789
	Iteration 3F: 3 clusters Score -941084.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -941304.250000 Penalty: 2696.008789
	Iteration 4Q: 3 clusters Score -941304.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -941504.125000 Penalty: 2696.008789
	Iteration 5Q: 3 clusters Score -941504.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -941686.437500 Penalty: 2696.008789
	Iteration 6Q: 3 clusters Score -941686.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -941894.562500 Penalty: 2696.008789
	Iteration 7Q: 3 clusters Score -941894.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -942099.750000 Penalty: 2696.008789
	Iteration 8Q: 3 clusters Score -942099.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -942305.875000 Penalty: 2696.008789
	Iteration 9Q: 3 clusters Score -942305.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -942502.937500 Penalty: 2696.008789
	Iteration 10Q: 3 clusters Score -942502.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -942682.812500 Penalty: 2696.008789
	Iteration 11Q: 3 clusters Score -942682.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -942870.062500 Penalty: 2696.008789
	Iteration 12Q: 3 clusters Score -942870.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -943065.687500 Penalty: 2696.008789
	Iteration 13Q: 3 clusters Score -943065.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -943245.125000 Penalty: 2696.008789
	Iteration 14Q: 3 clusters Score -943245.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -943375.250000 Penalty: 2696.008789
	Iteration 15Q: 3 clusters Score -943375.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -943483.125000 Penalty: 2696.008789
	Iteration 16Q: 3 clusters Score -943483.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -943577.125000 Penalty: 2696.008789
	Iteration 17Q: 3 clusters Score -943577.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -943665.625000 Penalty: 2696.008789
	Iteration 18Q: 3 clusters Score -943665.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -943733.875000 Penalty: 2696.008789
	Iteration 19Q: 3 clusters Score -943733.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -943768.750000 Penalty: 2696.008789
	Iteration 20F: 3 clusters Score -943768.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -943801.312500 Penalty: 2696.008789
	Iteration 21Q: 3 clusters Score -943801.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -943836.812500 Penalty: 2696.008789
	Iteration 22Q: 3 clusters Score -943836.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -943874.000000 Penalty: 2696.008789
	Iteration 23Q: 3 clusters Score -943874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -943905.500000 Penalty: 2696.008789
	Iteration 24Q: 3 clusters Score -943905.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -943939.375000 Penalty: 2696.008789
	Iteration 25Q: 3 clusters Score -943939.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -943968.375000 Penalty: 2696.008789
	Iteration 26Q: 3 clusters Score -943968.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -943984.875000 Penalty: 2696.008789
	Iteration 27Q: 3 clusters Score -943984.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -943996.562500 Penalty: 2696.008789
	Iteration 28Q: 3 clusters Score -943996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -944006.375000 Penalty: 2696.008789
	Iteration 29Q: 3 clusters Score -944006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -944009.937500 Penalty: 2696.008789
	Iteration 30Q: 3 clusters Score -944009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -944016.750000 Penalty: 2696.008789
	Iteration 31Q: 3 clusters Score -944016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -944017.625000 Penalty: 2696.008789
	Iteration 32Q: 3 clusters Score -944017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -944019.312500 Penalty: 2696.008789
	Iteration 33Q: 3 clusters Score -944019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -944022.125000 Penalty: 2696.008789
	Iteration 34Q: 3 clusters Score -944022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -944020.750000 Penalty: 2696.008789
	Iteration 35Q: 3 clusters Score -944020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -944023.000000 Penalty: 2696.008789
	Iteration 36Q: 3 clusters Score -944023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -944023.125000 Penalty: 2696.008789
	Iteration 37Q: 3 clusters Score -944023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -944025.437500 Penalty: 2696.008789
	Iteration 38Q: 3 clusters Score -944025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -944027.312500 Penalty: 2696.008789
	Iteration 39Q: 3 clusters Score -944027.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -944027.250000 Penalty: 2696.008789
	Iteration 40F: 3 clusters Score -944027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Entering Unmasked Estep 
Score: -5159540.000000 Penalty: 1591.137085
	Iteration 0F: 2 clusters Score -5159540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -5130913.000000 Penalty: 3182.274170
	Iteration 0F: 3 clusters Score -5130913 nChanged 20186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5142113.000000 Penalty: 3182.274170
	Iteration 1F: 3 clusters Score -5142113 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5142724.000000 Penalty: 3182.274170
	Iteration 2Q: 3 clusters Score -5142724 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5143338.000000 Penalty: 3182.274170
	Iteration 3Q: 3 clusters Score -5143338 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5144010.500000 Penalty: 3182.274170
	Iteration 4Q: 3 clusters Score -5144010 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5144771.000000 Penalty: 3182.274170
	Iteration 5Q: 3 clusters Score -5144771 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5145654.000000 Penalty: 3182.274170
	Iteration 6Q: 3 clusters Score -5145654 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -5146704.500000 Penalty: 3182.274170
	Iteration 7Q: 3 clusters Score -5146704 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5147996.500000 Penalty: 3182.274170
	Iteration 8Q: 3 clusters Score -5147996 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5149564.500000 Penalty: 3182.274170
	Iteration 9F: 3 clusters Score -5149564 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5151209.500000 Penalty: 3182.274170
	Iteration 10Q: 3 clusters Score -5151210 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5152701.500000 Penalty: 3182.274170
	Iteration 11Q: 3 clusters Score -5152702 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5153748.000000 Penalty: 3182.274170
	Iteration 12Q: 3 clusters Score -5153748 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -5154385.500000 Penalty: 3182.274170
	Iteration 13Q: 3 clusters Score -5154386 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5154804.500000 Penalty: 3182.274170
	Iteration 14Q: 3 clusters Score -5154804 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -5155135.000000 Penalty: 3182.274170
	Iteration 15Q: 3 clusters Score -5155135 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -5155441.000000 Penalty: 3182.274170
	Iteration 16Q: 3 clusters Score -5155441 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5155711.000000 Penalty: 3182.274170
	Iteration 17Q: 3 clusters Score -5155711 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5155934.500000 Penalty: 3182.274170
	Iteration 18Q: 3 clusters Score -5155934 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5156121.500000 Penalty: 3182.274170
	Iteration 19Q: 3 clusters Score -5156122 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5156339.500000 Penalty: 3182.274170
	Iteration 20F: 3 clusters Score -5156340 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5156565.000000 Penalty: 3182.274170
	Iteration 21Q: 3 clusters Score -5156565 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5156769.000000 Penalty: 3182.274170
	Iteration 22Q: 3 clusters Score -5156769 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -5156952.000000 Penalty: 3182.274170
	Iteration 23Q: 3 clusters Score -5156952 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5157131.500000 Penalty: 3182.274170
	Iteration 24Q: 3 clusters Score -5157132 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5157273.000000 Penalty: 3182.274170
	Iteration 25Q: 3 clusters Score -5157273 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5157357.000000 Penalty: 3182.274170
	Iteration 26Q: 3 clusters Score -5157357 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -5157427.500000 Penalty: 3182.274170
	Iteration 27Q: 3 clusters Score -5157428 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5157481.500000 Penalty: 3182.274170
	Iteration 28Q: 3 clusters Score -5157482 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5157538.000000 Penalty: 3182.274170
	Iteration 29Q: 3 clusters Score -5157538 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -5157586.000000 Penalty: 3182.274170
	Iteration 30Q: 3 clusters Score -5157586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -5157636.500000 Penalty: 3182.274170
	Iteration 31Q: 3 clusters Score -5157636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5157684.000000 Penalty: 3182.274170
	Iteration 32Q: 3 clusters Score -5157684 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -5157729.000000 Penalty: 3182.274170
	Iteration 33Q: 3 clusters Score -5157729 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5157789.500000 Penalty: 3182.274170
	Iteration 34Q: 3 clusters Score -5157790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5157812.000000 Penalty: 3182.274170
	Iteration 35Q: 3 clusters Score -5157812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5157857.000000 Penalty: 3182.274170
	Iteration 36Q: 3 clusters Score -5157857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5157897.000000 Penalty: 3182.274170
	Iteration 37Q: 3 clusters Score -5157897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5157930.000000 Penalty: 3182.274170
	Iteration 38Q: 3 clusters Score -5157930 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5157982.000000 Penalty: 3182.274170
	Iteration 39Q: 3 clusters Score -5157982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5158013.500000 Penalty: 3182.274170
	Iteration 40F: 3 clusters Score -5158014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5158030.000000 Penalty: 3182.274170
	Iteration 41Q: 3 clusters Score -5158030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -5158039.000000 Penalty: 3182.274170
	Iteration 42Q: 3 clusters Score -5158039 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5158045.000000 Penalty: 3182.274170
	Iteration 43Q: 3 clusters Score -5158045 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5158077.000000 Penalty: 3182.274170
	Iteration 44Q: 3 clusters Score -5158077 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5158105.000000 Penalty: 3182.274170
	Iteration 45Q: 3 clusters Score -5158105 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5158114.000000 Penalty: 3182.274170
	Iteration 46Q: 3 clusters Score -5158114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -5158134.500000 Penalty: 3182.274170
	Iteration 47Q: 3 clusters Score -5158134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5158165.500000 Penalty: 3182.274170
	Iteration 48Q: 3 clusters Score -5158166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5158182.000000 Penalty: 3182.274170
	Iteration 49Q: 3 clusters Score -5158182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5158203.500000 Penalty: 3182.274170
	Iteration 50Q: 3 clusters Score -5158204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5158220.000000 Penalty: 3182.274170
	Iteration 51Q: 3 clusters Score -5158220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5158253.500000 Penalty: 3182.274170
	Iteration 52Q: 3 clusters Score -5158254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -5158284.500000 Penalty: 3182.274170
	Iteration 53Q: 3 clusters Score -5158284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5158314.000000 Penalty: 3182.274170
	Iteration 54Q: 3 clusters Score -5158314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5158327.000000 Penalty: 3182.274170
	Iteration 55Q: 3 clusters Score -5158327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5158351.000000 Penalty: 3182.274170
	Iteration 56Q: 3 clusters Score -5158351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5158355.500000 Penalty: 3182.274170
	Iteration 57Q: 3 clusters Score -5158356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5158390.500000 Penalty: 3182.274170
	Iteration 58Q: 3 clusters Score -5158390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5158407.000000 Penalty: 3182.274170
	Iteration 59Q: 3 clusters Score -5158407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5158424.000000 Penalty: 3182.274170
	Iteration 60F: 3 clusters Score -5158424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5158409.000000 Penalty: 3182.274170
	Iteration 61Q: 3 clusters Score -5158409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5158428.500000 Penalty: 3182.274170
	Iteration 62Q: 3 clusters Score -5158428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5158429.500000 Penalty: 3182.274170
	Iteration 63Q: 3 clusters Score -5158430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -5158440.000000 Penalty: 3182.274170
	Iteration 64Q: 3 clusters Score -5158440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -5158453.500000 Penalty: 3182.274170
	Iteration 65Q: 3 clusters Score -5158454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -5158460.500000 Penalty: 3182.274170
	Iteration 66Q: 3 clusters Score -5158460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5158459.000000 Penalty: 3182.274170
	Iteration 67Q: 3 clusters Score -5158459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5158462.500000 Penalty: 3182.274170
	Iteration 68Q: 3 clusters Score -5158462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5158465.500000 Penalty: 3182.274170
	Iteration 69Q: 3 clusters Score -5158466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5158470.000000 Penalty: 3182.274170
	Iteration 70Q: 3 clusters Score -5158470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -5158469.000000 Penalty: 3182.274170
	Iteration 71Q: 3 clusters Score -5158469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5158480.500000 Penalty: 3182.274170
	Iteration 72Q: 3 clusters Score -5158480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5158473.000000 Penalty: 3182.274170
	Iteration 73Q: 3 clusters Score -5158473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5158472.500000 Penalty: 3182.274170
	Iteration 74Q: 3 clusters Score -5158472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5158476.500000 Penalty: 3182.274170
	Iteration 75Q: 3 clusters Score -5158476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5158475.000000 Penalty: 3182.274170
	Iteration 76Q: 3 clusters Score -5158475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -5158478.500000 Penalty: 3182.274170
	Iteration 77Q: 3 clusters Score -5158478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5158478.500000 Penalty: 3182.274170
	Iteration 78Q: 3 clusters Score -5158478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5158485.500000 Penalty: 3182.274170
	Iteration 79Q: 3 clusters Score -5158486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5158484.500000 Penalty: 3182.274170
	Iteration 80F: 3 clusters Score -5158484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5158484.000000 Penalty: 3182.274170
	Iteration 81Q: 3 clusters Score -5158484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5158484.000000 Penalty: 3182.274170
	Iteration 82Q: 3 clusters Score -5158484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5158484.000000 Penalty: 3182.274170
	Iteration 83F: 3 clusters Score -5158484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -160530.531250 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -160530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -158967.375000 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -158967.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -159277.484375 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -159277.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159384.937500 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -159384.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159446.031250 Penalty: 2178.982666
	Iteration 3Q: 3 clusters Score -159446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -159481.656250 Penalty: 2178.982666
	Iteration 4Q: 3 clusters Score -159481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159503.453125 Penalty: 2178.982666
	Iteration 5Q: 3 clusters Score -159503.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159523.656250 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -159523.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159542.265625 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -159542.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159550.125000 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -159550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159555.343750 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -159555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159560.546875 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -159560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159565.687500 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -159565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159570.312500 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -159570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -159576.562500 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -159576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159579.531250 Penalty: 2178.982666
	Iteration 14Q: 3 clusters Score -159579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159583.500000 Penalty: 2178.982666
	Iteration 15Q: 3 clusters Score -159583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159585.343750 Penalty: 2178.982666
	Iteration 16Q: 3 clusters Score -159585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159586.234375 Penalty: 2178.982666
	Iteration 17Q: 3 clusters Score -159586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -159587.062500 Penalty: 2178.982666
	Iteration 18Q: 3 clusters Score -159587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -159589.500000 Penalty: 2178.982666
	Iteration 19Q: 3 clusters Score -159589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159591.531250 Penalty: 2178.982666
	Iteration 20F: 3 clusters Score -159591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159592.406250 Penalty: 2178.982666
	Iteration 21Q: 3 clusters Score -159592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159592.750000 Penalty: 2178.982666
	Iteration 22Q: 3 clusters Score -159592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159592.750000 Penalty: 2178.982666
	Iteration 23F: 3 clusters Score -159592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Entering Unmasked Estep 
Score: -3237163.500000 Penalty: 1520.471924
	Iteration 0F: 2 clusters Score -3237164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3219323.250000 Penalty: 3040.943848
	Iteration 0F: 3 clusters Score -3219323 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3226008.500000 Penalty: 3040.943848
	Iteration 1F: 3 clusters Score -3226008 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3226673.500000 Penalty: 3040.943848
	Iteration 2F: 3 clusters Score -3226674 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3227385.000000 Penalty: 3040.943848
	Iteration 3F: 3 clusters Score -3227385 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3228125.500000 Penalty: 3040.943848
	Iteration 4F: 3 clusters Score -3228126 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3228757.000000 Penalty: 3040.943848
	Iteration 5F: 3 clusters Score -3228757 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3229371.750000 Penalty: 3040.943848
	Iteration 6Q: 3 clusters Score -3229372 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3229944.250000 Penalty: 3040.943848
	Iteration 7Q: 3 clusters Score -3229944 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3230392.000000 Penalty: 3040.943848
	Iteration 8Q: 3 clusters Score -3230392 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3230741.250000 Penalty: 3040.943848
	Iteration 9Q: 3 clusters Score -3230741 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3231040.500000 Penalty: 3040.943848
	Iteration 10Q: 3 clusters Score -3231040 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3231297.250000 Penalty: 3040.943848
	Iteration 11Q: 3 clusters Score -3231297 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3231504.500000 Penalty: 3040.943848
	Iteration 12Q: 3 clusters Score -3231504 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3231642.250000 Penalty: 3040.943848
	Iteration 13Q: 3 clusters Score -3231642 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3231768.750000 Penalty: 3040.943848
	Iteration 14Q: 3 clusters Score -3231769 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3231860.500000 Penalty: 3040.943848
	Iteration 15Q: 3 clusters Score -3231860 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3231940.000000 Penalty: 3040.943848
	Iteration 16Q: 3 clusters Score -3231940 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3232032.000000 Penalty: 3040.943848
	Iteration 17Q: 3 clusters Score -3232032 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3232104.500000 Penalty: 3040.943848
	Iteration 18Q: 3 clusters Score -3232104 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3232186.750000 Penalty: 3040.943848
	Iteration 19Q: 3 clusters Score -3232187 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3232288.750000 Penalty: 3040.943848
	Iteration 20F: 3 clusters Score -3232289 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3232406.000000 Penalty: 3040.943848
	Iteration 21Q: 3 clusters Score -3232406 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3232536.000000 Penalty: 3040.943848
	Iteration 22Q: 3 clusters Score -3232536 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3232685.750000 Penalty: 3040.943848
	Iteration 23Q: 3 clusters Score -3232686 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3232897.500000 Penalty: 3040.943848
	Iteration 24Q: 3 clusters Score -3232898 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3233140.500000 Penalty: 3040.943848
	Iteration 25Q: 3 clusters Score -3233140 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3233409.500000 Penalty: 3040.943848
	Iteration 26Q: 3 clusters Score -3233410 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3233712.000000 Penalty: 3040.943848
	Iteration 27Q: 3 clusters Score -3233712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3234050.250000 Penalty: 3040.943848
	Iteration 28Q: 3 clusters Score -3234050 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3234391.500000 Penalty: 3040.943848
	Iteration 29Q: 3 clusters Score -3234392 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3234708.750000 Penalty: 3040.943848
	Iteration 30Q: 3 clusters Score -3234709 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3234980.500000 Penalty: 3040.943848
	Iteration 31Q: 3 clusters Score -3234980 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3235209.000000 Penalty: 3040.943848
	Iteration 32Q: 3 clusters Score -3235209 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3235385.000000 Penalty: 3040.943848
	Iteration 33Q: 3 clusters Score -3235385 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3235506.500000 Penalty: 3040.943848
	Iteration 34Q: 3 clusters Score -3235506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3235625.750000 Penalty: 3040.943848
	Iteration 35Q: 3 clusters Score -3235626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3235705.000000 Penalty: 3040.943848
	Iteration 36Q: 3 clusters Score -3235705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3235760.000000 Penalty: 3040.943848
	Iteration 37Q: 3 clusters Score -3235760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3235805.000000 Penalty: 3040.943848
	Iteration 38Q: 3 clusters Score -3235805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3235848.750000 Penalty: 3040.943848
	Iteration 39Q: 3 clusters Score -3235849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3235894.000000 Penalty: 3040.943848
	Iteration 40F: 3 clusters Score -3235894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3235926.750000 Penalty: 3040.943848
	Iteration 41Q: 3 clusters Score -3235927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3235942.000000 Penalty: 3040.943848
	Iteration 42Q: 3 clusters Score -3235942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3235954.500000 Penalty: 3040.943848
	Iteration 43Q: 3 clusters Score -3235954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3235971.000000 Penalty: 3040.943848
	Iteration 44Q: 3 clusters Score -3235971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3235976.750000 Penalty: 3040.943848
	Iteration 45Q: 3 clusters Score -3235977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3235984.000000 Penalty: 3040.943848
	Iteration 46Q: 3 clusters Score -3235984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3235993.500000 Penalty: 3040.943848
	Iteration 47Q: 3 clusters Score -3235994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3235991.250000 Penalty: 3040.943848
	Iteration 48Q: 3 clusters Score -3235991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3235996.500000 Penalty: 3040.943848
	Iteration 49Q: 3 clusters Score -3235996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3235997.500000 Penalty: 3040.943848
	Iteration 50Q: 3 clusters Score -3235998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3235999.750000 Penalty: 3040.943848
	Iteration 51Q: 3 clusters Score -3236000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3235999.750000 Penalty: 3040.943848
	Iteration 52F: 3 clusters Score -3236000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -628949.312500 Penalty: 1284.566650
	Iteration 0F: 2 clusters Score -628949.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -624890.562500 Penalty: 2569.133301
	Iteration 0F: 3 clusters Score -624890.6 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -626038.062500 Penalty: 2569.133301
	Iteration 1F: 3 clusters Score -626038.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -626237.687500 Penalty: 2569.133301
	Iteration 2F: 3 clusters Score -626237.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -626369.500000 Penalty: 2569.133301
	Iteration 3Q: 3 clusters Score -626369.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -626467.750000 Penalty: 2569.133301
	Iteration 4Q: 3 clusters Score -626467.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -626531.187500 Penalty: 2569.133301
	Iteration 5Q: 3 clusters Score -626531.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -626583.250000 Penalty: 2569.133301
	Iteration 6Q: 3 clusters Score -626583.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -626624.875000 Penalty: 2569.133301
	Iteration 7Q: 3 clusters Score -626624.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -626658.812500 Penalty: 2569.133301
	Iteration 8Q: 3 clusters Score -626658.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -626702.687500 Penalty: 2569.133301
	Iteration 9Q: 3 clusters Score -626702.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -626756.000000 Penalty: 2569.133301
	Iteration 10Q: 3 clusters Score -626756 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -626818.937500 Penalty: 2569.133301
	Iteration 11Q: 3 clusters Score -626818.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -626876.500000 Penalty: 2569.133301
	Iteration 12Q: 3 clusters Score -626876.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -626947.375000 Penalty: 2569.133301
	Iteration 13Q: 3 clusters Score -626947.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -627029.187500 Penalty: 2569.133301
	Iteration 14Q: 3 clusters Score -627029.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -627127.062500 Penalty: 2569.133301
	Iteration 15Q: 3 clusters Score -627127.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -627219.500000 Penalty: 2569.133301
	Iteration 16Q: 3 clusters Score -627219.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -627319.812500 Penalty: 2569.133301
	Iteration 17Q: 3 clusters Score -627319.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -627402.375000 Penalty: 2569.133301
	Iteration 18Q: 3 clusters Score -627402.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -627481.375000 Penalty: 2569.133301
	Iteration 19Q: 3 clusters Score -627481.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -627556.375000 Penalty: 2569.133301
	Iteration 20F: 3 clusters Score -627556.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -627632.687500 Penalty: 2569.133301
	Iteration 21Q: 3 clusters Score -627632.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -627687.250000 Penalty: 2569.133301
	Iteration 22Q: 3 clusters Score -627687.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -627737.437500 Penalty: 2569.133301
	Iteration 23Q: 3 clusters Score -627737.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -627782.750000 Penalty: 2569.133301
	Iteration 24Q: 3 clusters Score -627782.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -627809.312500 Penalty: 2569.133301
	Iteration 25Q: 3 clusters Score -627809.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -627830.687500 Penalty: 2569.133301
	Iteration 26Q: 3 clusters Score -627830.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -627849.250000 Penalty: 2569.133301
	Iteration 27Q: 3 clusters Score -627849.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -627865.000000 Penalty: 2569.133301
	Iteration 28Q: 3 clusters Score -627865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -627890.750000 Penalty: 2569.133301
	Iteration 29Q: 3 clusters Score -627890.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -627897.562500 Penalty: 2569.133301
	Iteration 30Q: 3 clusters Score -627897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -627907.437500 Penalty: 2569.133301
	Iteration 31Q: 3 clusters Score -627907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -627915.250000 Penalty: 2569.133301
	Iteration 32Q: 3 clusters Score -627915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -627920.250000 Penalty: 2569.133301
	Iteration 33Q: 3 clusters Score -627920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -627926.437500 Penalty: 2569.133301
	Iteration 34Q: 3 clusters Score -627926.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -627938.125000 Penalty: 2569.133301
	Iteration 35Q: 3 clusters Score -627938.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -627948.125000 Penalty: 2569.133301
	Iteration 36Q: 3 clusters Score -627948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -627957.812500 Penalty: 2569.133301
	Iteration 37Q: 3 clusters Score -627957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -627960.937500 Penalty: 2569.133301
	Iteration 38Q: 3 clusters Score -627960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -627962.000000 Penalty: 2569.133301
	Iteration 39Q: 3 clusters Score -627962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -627962.000000 Penalty: 2569.133301
	Iteration 40F: 3 clusters Score -627962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Entering Unmasked Estep 
Score: -1835663.375000 Penalty: 1436.371948
	Iteration 0F: 2 clusters Score -1835663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1825358.250000 Penalty: 2872.743896
	Iteration 0F: 3 clusters Score -1825358 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1828903.875000 Penalty: 2872.743896
	Iteration 1F: 3 clusters Score -1828904 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1829225.750000 Penalty: 2872.743896
	Iteration 2F: 3 clusters Score -1829226 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1829485.000000 Penalty: 2872.743896
	Iteration 3Q: 3 clusters Score -1829485 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1829700.750000 Penalty: 2872.743896
	Iteration 4Q: 3 clusters Score -1829701 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1829919.500000 Penalty: 2872.743896
	Iteration 5Q: 3 clusters Score -1829920 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1830205.250000 Penalty: 2872.743896
	Iteration 6Q: 3 clusters Score -1830205 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1830528.875000 Penalty: 2872.743896
	Iteration 7Q: 3 clusters Score -1830529 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1830947.125000 Penalty: 2872.743896
	Iteration 8Q: 3 clusters Score -1830947 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1831472.000000 Penalty: 2872.743896
	Iteration 9F: 3 clusters Score -1831472 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1832110.500000 Penalty: 2872.743896
	Iteration 10F: 3 clusters Score -1832110 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1832773.875000 Penalty: 2872.743896
	Iteration 11F: 3 clusters Score -1832774 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1833376.250000 Penalty: 2872.743896
	Iteration 12Q: 3 clusters Score -1833376 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1833833.250000 Penalty: 2872.743896
	Iteration 13Q: 3 clusters Score -1833833 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1834112.250000 Penalty: 2872.743896
	Iteration 14Q: 3 clusters Score -1834112 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1834275.500000 Penalty: 2872.743896
	Iteration 15Q: 3 clusters Score -1834276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1834354.625000 Penalty: 2872.743896
	Iteration 16Q: 3 clusters Score -1834355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1834406.750000 Penalty: 2872.743896
	Iteration 17Q: 3 clusters Score -1834407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1834446.500000 Penalty: 2872.743896
	Iteration 18Q: 3 clusters Score -1834446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1834470.500000 Penalty: 2872.743896
	Iteration 19Q: 3 clusters Score -1834470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1834480.500000 Penalty: 2872.743896
	Iteration 20F: 3 clusters Score -1834480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1834491.125000 Penalty: 2872.743896
	Iteration 21Q: 3 clusters Score -1834491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1834495.250000 Penalty: 2872.743896
	Iteration 22Q: 3 clusters Score -1834495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1834500.500000 Penalty: 2872.743896
	Iteration 23Q: 3 clusters Score -1834500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1834505.375000 Penalty: 2872.743896
	Iteration 24Q: 3 clusters Score -1834505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1834506.750000 Penalty: 2872.743896
	Iteration 25Q: 3 clusters Score -1834507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1834507.375000 Penalty: 2872.743896
	Iteration 26Q: 3 clusters Score -1834507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1834507.375000 Penalty: 2872.743896
	Iteration 27F: 3 clusters Score -1834507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21542.205078 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21542.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21637.750000 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21637.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21657.728516 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21657.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21672.511719 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21672.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21685.257812 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21685.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21692.470703 Penalty: 1659.402466
	Iteration 5Q: 3 clusters Score -21692.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21701.707031 Penalty: 1659.402466
	Iteration 6Q: 3 clusters Score -21701.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21712.105469 Penalty: 1659.402466
	Iteration 7Q: 3 clusters Score -21712.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21714.648438 Penalty: 1659.402466
	Iteration 8Q: 3 clusters Score -21714.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21714.648438 Penalty: 1659.402466
	Iteration 9F: 3 clusters Score -21714.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Entering Unmasked Estep 
Score: -5436440.500000 Penalty: 1599.810303
	Iteration 0F: 2 clusters Score -5436440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5405967.000000 Penalty: 3199.620605
	Iteration 0F: 3 clusters Score -5405967 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5418154.500000 Penalty: 3199.620605
	Iteration 1F: 3 clusters Score -5418154 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5418916.000000 Penalty: 3199.620605
	Iteration 2Q: 3 clusters Score -5418916 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5419976.000000 Penalty: 3199.620605
	Iteration 3Q: 3 clusters Score -5419976 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5421297.000000 Penalty: 3199.620605
	Iteration 4F: 3 clusters Score -5421297 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5423007.000000 Penalty: 3199.620605
	Iteration 5F: 3 clusters Score -5423007 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5424972.500000 Penalty: 3199.620605
	Iteration 6F: 3 clusters Score -5424972 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5427197.500000 Penalty: 3199.620605
	Iteration 7F: 3 clusters Score -5427198 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5429370.500000 Penalty: 3199.620605
	Iteration 8F: 3 clusters Score -5429370 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5431295.000000 Penalty: 3199.620605
	Iteration 9F: 3 clusters Score -5431295 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5432756.000000 Penalty: 3199.620605
	Iteration 10Q: 3 clusters Score -5432756 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5433711.500000 Penalty: 3199.620605
	Iteration 11Q: 3 clusters Score -5433712 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5434252.500000 Penalty: 3199.620605
	Iteration 12Q: 3 clusters Score -5434252 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5434589.000000 Penalty: 3199.620605
	Iteration 13Q: 3 clusters Score -5434589 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5434797.000000 Penalty: 3199.620605
	Iteration 14Q: 3 clusters Score -5434797 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5434919.500000 Penalty: 3199.620605
	Iteration 15Q: 3 clusters Score -5434920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -5434994.000000 Penalty: 3199.620605
	Iteration 16Q: 3 clusters Score -5434994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -5435029.500000 Penalty: 3199.620605
	Iteration 17Q: 3 clusters Score -5435030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5435078.000000 Penalty: 3199.620605
	Iteration 18Q: 3 clusters Score -5435078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -5435101.500000 Penalty: 3199.620605
	Iteration 19Q: 3 clusters Score -5435102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -5435121.000000 Penalty: 3199.620605
	Iteration 20F: 3 clusters Score -5435121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5435144.000000 Penalty: 3199.620605
	Iteration 21Q: 3 clusters Score -5435144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5435152.500000 Penalty: 3199.620605
	Iteration 22Q: 3 clusters Score -5435152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5435150.000000 Penalty: 3199.620605
	Iteration 23Q: 3 clusters Score -5435150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5435171.000000 Penalty: 3199.620605
	Iteration 24Q: 3 clusters Score -5435171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -5435183.500000 Penalty: 3199.620605
	Iteration 25Q: 3 clusters Score -5435184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5435182.500000 Penalty: 3199.620605
	Iteration 26Q: 3 clusters Score -5435182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5435183.000000 Penalty: 3199.620605
	Iteration 27Q: 3 clusters Score -5435183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5435185.500000 Penalty: 3199.620605
	Iteration 28Q: 3 clusters Score -5435186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5435195.500000 Penalty: 3199.620605
	Iteration 29Q: 3 clusters Score -5435196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5435200.000000 Penalty: 3199.620605
	Iteration 30Q: 3 clusters Score -5435200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5435205.500000 Penalty: 3199.620605
	Iteration 31Q: 3 clusters Score -5435206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5435211.000000 Penalty: 3199.620605
	Iteration 32Q: 3 clusters Score -5435211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -5435217.500000 Penalty: 3199.620605
	Iteration 33Q: 3 clusters Score -5435218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5435217.500000 Penalty: 3199.620605
	Iteration 34Q: 3 clusters Score -5435218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5435212.000000 Penalty: 3199.620605
	Iteration 35Q: 3 clusters Score -5435212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -5435213.500000 Penalty: 3199.620605
	Iteration 36Q: 3 clusters Score -5435214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5435216.500000 Penalty: 3199.620605
	Iteration 37Q: 3 clusters Score -5435216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -5435214.000000 Penalty: 3199.620605
	Iteration 38Q: 3 clusters Score -5435214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5435217.500000 Penalty: 3199.620605
	Iteration 39Q: 3 clusters Score -5435218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5435218.000000 Penalty: 3199.620605
	Iteration 40F: 3 clusters Score -5435218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Entering Unmasked Estep 
Score: -1033177.250000 Penalty: 1349.656738
	Iteration 0F: 2 clusters Score -1033177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1027303.875000 Penalty: 2699.313477
	Iteration 0F: 3 clusters Score -1027304 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1029105.312500 Penalty: 2699.313477
	Iteration 1F: 3 clusters Score -1029105 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1029369.750000 Penalty: 2699.313477
	Iteration 2F: 3 clusters Score -1029370 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1029534.437500 Penalty: 2699.313477
	Iteration 3Q: 3 clusters Score -1029534 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1029675.875000 Penalty: 2699.313477
	Iteration 4Q: 3 clusters Score -1029676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1029794.750000 Penalty: 2699.313477
	Iteration 5Q: 3 clusters Score -1029795 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1029920.625000 Penalty: 2699.313477
	Iteration 6Q: 3 clusters Score -1029921 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1030040.625000 Penalty: 2699.313477
	Iteration 7Q: 3 clusters Score -1030041 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1030145.125000 Penalty: 2699.313477
	Iteration 8Q: 3 clusters Score -1030145 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1030231.812500 Penalty: 2699.313477
	Iteration 9Q: 3 clusters Score -1030232 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1030309.562500 Penalty: 2699.313477
	Iteration 10Q: 3 clusters Score -1030310 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1030371.812500 Penalty: 2699.313477
	Iteration 11Q: 3 clusters Score -1030372 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1030431.687500 Penalty: 2699.313477
	Iteration 12Q: 3 clusters Score -1030432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1030507.062500 Penalty: 2699.313477
	Iteration 13Q: 3 clusters Score -1030507 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1030577.375000 Penalty: 2699.313477
	Iteration 14Q: 3 clusters Score -1030577 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1030646.625000 Penalty: 2699.313477
	Iteration 15Q: 3 clusters Score -1030647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1030708.000000 Penalty: 2699.313477
	Iteration 16Q: 3 clusters Score -1030708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1030777.562500 Penalty: 2699.313477
	Iteration 17Q: 3 clusters Score -1030778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1030848.062500 Penalty: 2699.313477
	Iteration 18Q: 3 clusters Score -1030848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1030932.000000 Penalty: 2699.313477
	Iteration 19Q: 3 clusters Score -1030932 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1031025.750000 Penalty: 2699.313477
	Iteration 20F: 3 clusters Score -1031026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1031130.812500 Penalty: 2699.313477
	Iteration 21Q: 3 clusters Score -1031131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1031237.625000 Penalty: 2699.313477
	Iteration 22Q: 3 clusters Score -1031238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1031343.687500 Penalty: 2699.313477
	Iteration 23Q: 3 clusters Score -1031344 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1031426.875000 Penalty: 2699.313477
	Iteration 24Q: 3 clusters Score -1031427 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1031507.312500 Penalty: 2699.313477
	Iteration 25Q: 3 clusters Score -1031507 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1031600.687500 Penalty: 2699.313477
	Iteration 26Q: 3 clusters Score -1031601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1031686.125000 Penalty: 2699.313477
	Iteration 27Q: 3 clusters Score -1031686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1031753.062500 Penalty: 2699.313477
	Iteration 28Q: 3 clusters Score -1031753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1031810.687500 Penalty: 2699.313477
	Iteration 29Q: 3 clusters Score -1031811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1031861.750000 Penalty: 2699.313477
	Iteration 30Q: 3 clusters Score -1031862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1031897.875000 Penalty: 2699.313477
	Iteration 31Q: 3 clusters Score -1031898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1031931.500000 Penalty: 2699.313477
	Iteration 32Q: 3 clusters Score -1031932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1031961.437500 Penalty: 2699.313477
	Iteration 33Q: 3 clusters Score -1031961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1031987.437500 Penalty: 2699.313477
	Iteration 34Q: 3 clusters Score -1031987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1032014.937500 Penalty: 2699.313477
	Iteration 35Q: 3 clusters Score -1032015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1032037.687500 Penalty: 2699.313477
	Iteration 36Q: 3 clusters Score -1032038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1032066.250000 Penalty: 2699.313477
	Iteration 37Q: 3 clusters Score -1032066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1032086.187500 Penalty: 2699.313477
	Iteration 38Q: 3 clusters Score -1032086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1032107.625000 Penalty: 2699.313477
	Iteration 39Q: 3 clusters Score -1032108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1032119.000000 Penalty: 2699.313477
	Iteration 40F: 3 clusters Score -1032119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1032123.062500 Penalty: 2699.313477
	Iteration 41Q: 3 clusters Score -1032123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1032130.062500 Penalty: 2699.313477
	Iteration 42Q: 3 clusters Score -1032130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1032130.250000 Penalty: 2699.313477
	Iteration 43Q: 3 clusters Score -1032130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1032132.750000 Penalty: 2699.313477
	Iteration 44Q: 3 clusters Score -1032133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1032138.312500 Penalty: 2699.313477
	Iteration 45Q: 3 clusters Score -1032138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1032140.250000 Penalty: 2699.313477
	Iteration 46Q: 3 clusters Score -1032140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1032140.250000 Penalty: 2699.313477
	Iteration 47F: 3 clusters Score -1032140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27131.380859 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27131.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27429.320312 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27429.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27633.201172 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27633.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27834.675781 Penalty: 1741.615479
	Iteration 3F: 3 clusters Score -27834.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28016.724609 Penalty: 1741.615479
	Iteration 4Q: 3 clusters Score -28016.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28149.349609 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -28149.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28313.751953 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -28313.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28354.089844 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -28354.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28370.248047 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -28370.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28383.433594 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -28383.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28449.384766 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28449.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28485.685547 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28485.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28526.810547 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28526.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28534.923828 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -28534.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28542.843750 Penalty: 1741.615479
	Iteration 14F: 3 clusters Score -28542.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28572.107422 Penalty: 1741.615479
	Iteration 15Q: 3 clusters Score -28572.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28779.158203 Penalty: 1741.615479
	Iteration 16Q: 3 clusters Score -28779.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28782.994141 Penalty: 1741.615479
	Iteration 17Q: 3 clusters Score -28782.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28789.369141 Penalty: 1741.615479
	Iteration 18Q: 3 clusters Score -28789.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28793.250000 Penalty: 1741.615479
	Iteration 19Q: 3 clusters Score -28793.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28793.250000 Penalty: 1741.615479
	Iteration 20F: 3 clusters Score -28793.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20452 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 69479 members 
Mstep: Class 7 contains 23112 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67066 members 
Mstep: Class 11 contains 76996 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 26465 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16048 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 21023 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 53006 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113446 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10578 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44052 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46696 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 160 members 
Mstep: Class 56 contains 2444 members 
Mstep: Class 57 contains 188 members 
Entering Unmasked Estep 
Score: -111088448.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111088704.000000 to -111088448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -286002.156250 Penalty: 1160.847046
	Iteration 0F: 2 clusters Score -286002.2 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 1196 members 
Entering Unmasked Estep 
Score: -283834.437500 Penalty: 2321.694092
	Iteration 0F: 3 clusters Score -283834.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284421.687500 Penalty: 2321.694092
	Iteration 1F: 3 clusters Score -284421.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284562.562500 Penalty: 2321.694092
	Iteration 2F: 3 clusters Score -284562.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -284651.906250 Penalty: 2321.694092
	Iteration 3Q: 3 clusters Score -284651.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -284701.500000 Penalty: 2321.694092
	Iteration 4Q: 3 clusters Score -284701.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -284737.218750 Penalty: 2321.694092
	Iteration 5Q: 3 clusters Score -284737.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -284768.562500 Penalty: 2321.694092
	Iteration 6Q: 3 clusters Score -284768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284784.000000 Penalty: 2321.694092
	Iteration 7Q: 3 clusters Score -284784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284794.593750 Penalty: 2321.694092
	Iteration 8Q: 3 clusters Score -284794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284802.437500 Penalty: 2321.694092
	Iteration 9Q: 3 clusters Score -284802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -284810.968750 Penalty: 2321.694092
	Iteration 10Q: 3 clusters Score -284811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -284818.968750 Penalty: 2321.694092
	Iteration 11Q: 3 clusters Score -284819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -284823.781250 Penalty: 2321.694092
	Iteration 12Q: 3 clusters Score -284823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284829.343750 Penalty: 2321.694092
	Iteration 13Q: 3 clusters Score -284829.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -284836.343750 Penalty: 2321.694092
	Iteration 14Q: 3 clusters Score -284836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284839.625000 Penalty: 2321.694092
	Iteration 15Q: 3 clusters Score -284839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284840.843750 Penalty: 2321.694092
	Iteration 16Q: 3 clusters Score -284840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -284843.968750 Penalty: 2321.694092
	Iteration 17Q: 3 clusters Score -284844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -284846.468750 Penalty: 2321.694092
	Iteration 18Q: 3 clusters Score -284846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -284850.437500 Penalty: 2321.694092
	Iteration 19Q: 3 clusters Score -284850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -284853.875000 Penalty: 2321.694092
	Iteration 20F: 3 clusters Score -284853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -284858.343750 Penalty: 2321.694092
	Iteration 21Q: 3 clusters Score -284858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -284863.031250 Penalty: 2321.694092
	Iteration 22Q: 3 clusters Score -284863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -284866.812500 Penalty: 2321.694092
	Iteration 23Q: 3 clusters Score -284866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284869.531250 Penalty: 2321.694092
	Iteration 24Q: 3 clusters Score -284869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -284872.468750 Penalty: 2321.694092
	Iteration 25Q: 3 clusters Score -284872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -284874.312500 Penalty: 2321.694092
	Iteration 26Q: 3 clusters Score -284874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -284875.812500 Penalty: 2321.694092
	Iteration 27Q: 3 clusters Score -284875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -284876.187500 Penalty: 2321.694092
	Iteration 28Q: 3 clusters Score -284876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -284876.531250 Penalty: 2321.694092
	Iteration 29Q: 3 clusters Score -284876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -284877.093750 Penalty: 2321.694092
	Iteration 30Q: 3 clusters Score -284877.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -284877.093750 Penalty: 2321.694092
	Iteration 31F: 3 clusters Score -284877.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20452 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 69479 members 
Mstep: Class 7 contains 23112 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67066 members 
Mstep: Class 11 contains 76996 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 26465 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16048 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 21023 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 53006 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113446 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10578 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44052 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46696 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088640.000000 Penalty: 115153.429688
Iteration 199Q: 57 clusters Score -1.110886e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20448 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 69481 members 
Mstep: Class 7 contains 23126 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67046 members 
Mstep: Class 11 contains 76974 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 73001 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32318 members 
Mstep: Class 19 contains 3898 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26481 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8140 members 
Mstep: Class 26 contains 16050 members 
Mstep: Class 27 contains 13555 members 
Mstep: Class 28 contains 21023 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52997 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 113456 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 10580 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44051 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5612 members 
Mstep: Class 51 contains 15569 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46692 members 
Mstep: Class 54 contains 8697 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088712.000000 Penalty: 115153.429688
Iteration 200F: 57 clusters Score -1.110887e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20450 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 69472 members 
Mstep: Class 7 contains 23133 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 67018 members 
Mstep: Class 11 contains 76958 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42091 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32315 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 26520 members 
Mstep: Class 23 contains 7554 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16053 members 
Mstep: Class 27 contains 13552 members 
Mstep: Class 28 contains 21025 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52986 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11102 members 
Mstep: Class 35 contains 113468 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10580 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44048 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5612 members 
Mstep: Class 51 contains 15570 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46691 members 
Mstep: Class 54 contains 8704 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088800.000000 Penalty: 115153.429688
Iteration 201Q: 57 clusters Score -1.110888e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 69466 members 
Mstep: Class 7 contains 23147 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66986 members 
Mstep: Class 11 contains 76943 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72998 members 
Mstep: Class 15 contains 10807 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32315 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 26547 members 
Mstep: Class 23 contains 7560 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16058 members 
Mstep: Class 27 contains 13551 members 
Mstep: Class 28 contains 21027 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52976 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11104 members 
Mstep: Class 35 contains 113484 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4333 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10576 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44046 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5613 members 
Mstep: Class 51 contains 15570 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46687 members 
Mstep: Class 54 contains 8710 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088840.000000 Penalty: 115153.429688
Iteration 202Q: 57 clusters Score -1.110888e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20446 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18036 members 
Mstep: Class 6 contains 69460 members 
Mstep: Class 7 contains 23162 members 
Mstep: Class 8 contains 7552 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66957 members 
Mstep: Class 11 contains 76923 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72998 members 
Mstep: Class 15 contains 10811 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26560 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8143 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21027 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52972 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11103 members 
Mstep: Class 35 contains 113506 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4336 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 10580 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44044 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5615 members 
Mstep: Class 51 contains 15570 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46687 members 
Mstep: Class 54 contains 8712 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088816.000000 Penalty: 115153.429688
Iteration 203Q: 57 clusters Score -1.110888e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18022 members 
Mstep: Class 6 contains 69452 members 
Mstep: Class 7 contains 23170 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66936 members 
Mstep: Class 11 contains 76898 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 72998 members 
Mstep: Class 15 contains 10811 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32312 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26589 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8144 members 
Mstep: Class 26 contains 16069 members 
Mstep: Class 27 contains 13556 members 
Mstep: Class 28 contains 21027 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52968 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11102 members 
Mstep: Class 35 contains 113529 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4336 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8945 members 
Mstep: Class 44 contains 10577 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44041 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5615 members 
Mstep: Class 51 contains 15570 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46685 members 
Mstep: Class 54 contains 8715 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 204Q: 57 clusters Score -1.110887e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 18004 members 
Mstep: Class 6 contains 69440 members 
Mstep: Class 7 contains 23180 members 
Mstep: Class 8 contains 7567 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66921 members 
Mstep: Class 11 contains 76870 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 10811 members 
Mstep: Class 16 contains 10632 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32311 members 
Mstep: Class 19 contains 3922 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26604 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8143 members 
Mstep: Class 26 contains 16074 members 
Mstep: Class 27 contains 13554 members 
Mstep: Class 28 contains 21027 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52967 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11102 members 
Mstep: Class 35 contains 113566 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4336 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10574 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44039 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5617 members 
Mstep: Class 51 contains 15570 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46683 members 
Mstep: Class 54 contains 8716 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088480.000000 Penalty: 115153.429688
Iteration 205Q: 57 clusters Score -1.110885e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17991 members 
Mstep: Class 6 contains 69421 members 
Mstep: Class 7 contains 23189 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66914 members 
Mstep: Class 11 contains 76843 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 10814 members 
Mstep: Class 16 contains 10632 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26622 members 
Mstep: Class 23 contains 7572 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16084 members 
Mstep: Class 27 contains 13556 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52958 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11102 members 
Mstep: Class 35 contains 113591 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4336 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3147 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10565 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44033 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5618 members 
Mstep: Class 51 contains 15570 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46682 members 
Mstep: Class 54 contains 8719 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088432.000000 Penalty: 115153.429688
Iteration 206Q: 57 clusters Score -1.110884e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 69415 members 
Mstep: Class 7 contains 23196 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66898 members 
Mstep: Class 11 contains 76822 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 10631 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32309 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 26646 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16092 members 
Mstep: Class 27 contains 13557 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52956 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11102 members 
Mstep: Class 35 contains 113611 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4336 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3147 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10559 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44031 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5617 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46679 members 
Mstep: Class 54 contains 8719 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088480.000000 Penalty: 115153.429688
Iteration 207Q: 57 clusters Score -1.110885e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17977 members 
Mstep: Class 6 contains 69410 members 
Mstep: Class 7 contains 23202 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66866 members 
Mstep: Class 11 contains 76797 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73005 members 
Mstep: Class 15 contains 10818 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32310 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 26672 members 
Mstep: Class 23 contains 7582 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16098 members 
Mstep: Class 27 contains 13555 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52950 members 
Mstep: Class 31 contains 8652 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11102 members 
Mstep: Class 35 contains 113639 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4337 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10556 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44026 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5621 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46678 members 
Mstep: Class 54 contains 8719 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088560.000000 Penalty: 115153.429688
Iteration 208Q: 57 clusters Score -1.110886e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 69414 members 
Mstep: Class 7 contains 23205 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66843 members 
Mstep: Class 11 contains 76770 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42087 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 10819 members 
Mstep: Class 16 contains 10626 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32309 members 
Mstep: Class 19 contains 3925 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 26683 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16106 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21030 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52946 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11098 members 
Mstep: Class 35 contains 113664 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4339 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10555 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8588 members 
Mstep: Class 47 contains 44019 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5627 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46677 members 
Mstep: Class 54 contains 8721 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088616.000000 Penalty: 115153.429688
Iteration 209Q: 57 clusters Score -1.110886e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 69415 members 
Mstep: Class 7 contains 23210 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66823 members 
Mstep: Class 11 contains 76742 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 10821 members 
Mstep: Class 16 contains 10623 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 26689 members 
Mstep: Class 23 contains 7588 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16115 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52936 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11097 members 
Mstep: Class 35 contains 113693 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4341 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10551 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44011 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5636 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46675 members 
Mstep: Class 54 contains 8722 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088720.000000 Penalty: 115153.429688
Iteration 210Q: 57 clusters Score -1.110887e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17967 members 
Mstep: Class 6 contains 69422 members 
Mstep: Class 7 contains 23211 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66798 members 
Mstep: Class 11 contains 76709 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 10822 members 
Mstep: Class 16 contains 10621 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32315 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 26710 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8140 members 
Mstep: Class 26 contains 16122 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52924 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11097 members 
Mstep: Class 35 contains 113715 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4343 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10550 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44010 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5642 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46674 members 
Mstep: Class 54 contains 8723 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 211Q: 57 clusters Score -1.110887e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 5801 members 
Mstep: Class 5 contains 17963 members 
Mstep: Class 6 contains 69420 members 
Mstep: Class 7 contains 23217 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66777 members 
Mstep: Class 11 contains 76690 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 10822 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 26719 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16128 members 
Mstep: Class 27 contains 13556 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52914 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11097 members 
Mstep: Class 35 contains 113736 members 
Mstep: Class 36 contains 6336 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4346 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10544 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44009 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5646 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46670 members 
Mstep: Class 54 contains 8723 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088680.000000 Penalty: 115153.429688
Iteration 212Q: 57 clusters Score -1.110887e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20440 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17955 members 
Mstep: Class 6 contains 69422 members 
Mstep: Class 7 contains 23226 members 
Mstep: Class 8 contains 7605 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66748 members 
Mstep: Class 11 contains 76665 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 10823 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32315 members 
Mstep: Class 19 contains 3929 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 26737 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16133 members 
Mstep: Class 27 contains 13554 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52906 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11097 members 
Mstep: Class 35 contains 113769 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4348 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10542 members 
Mstep: Class 45 contains 4249 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5649 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46665 members 
Mstep: Class 54 contains 8723 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088560.000000 Penalty: 115153.429688
Iteration 213Q: 57 clusters Score -1.110886e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17952 members 
Mstep: Class 6 contains 69423 members 
Mstep: Class 7 contains 23231 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66726 members 
Mstep: Class 11 contains 76638 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10826 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 26742 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8138 members 
Mstep: Class 26 contains 16136 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52896 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11096 members 
Mstep: Class 35 contains 113802 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4351 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10539 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5650 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46665 members 
Mstep: Class 54 contains 8723 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088592.000000 Penalty: 115153.429688
Iteration 214Q: 57 clusters Score -1.110886e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17948 members 
Mstep: Class 6 contains 69423 members 
Mstep: Class 7 contains 23240 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66713 members 
Mstep: Class 11 contains 76606 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10824 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26750 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8138 members 
Mstep: Class 26 contains 16138 members 
Mstep: Class 27 contains 13554 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52890 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5195 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11095 members 
Mstep: Class 35 contains 113829 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4355 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10537 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5651 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46665 members 
Mstep: Class 54 contains 8723 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088496.000000 Penalty: 115153.429688
Iteration 215Q: 57 clusters Score -1.110885e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17943 members 
Mstep: Class 6 contains 69420 members 
Mstep: Class 7 contains 23246 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66698 members 
Mstep: Class 11 contains 76578 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10826 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 26768 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8140 members 
Mstep: Class 26 contains 16140 members 
Mstep: Class 27 contains 13559 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52886 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5195 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 113847 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4360 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10531 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5654 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46665 members 
Mstep: Class 54 contains 8724 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088480.000000 Penalty: 115153.429688
Iteration 216Q: 57 clusters Score -1.110885e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17936 members 
Mstep: Class 6 contains 69410 members 
Mstep: Class 7 contains 23240 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66680 members 
Mstep: Class 11 contains 76552 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42091 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32308 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 26789 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8140 members 
Mstep: Class 26 contains 16144 members 
Mstep: Class 27 contains 13561 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52881 members 
Mstep: Class 31 contains 8652 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 113878 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4364 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3148 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10531 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5656 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46665 members 
Mstep: Class 54 contains 8725 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088608.000000 Penalty: 115153.429688
Iteration 217Q: 57 clusters Score -1.110886e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17926 members 
Mstep: Class 6 contains 69404 members 
Mstep: Class 7 contains 23235 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66672 members 
Mstep: Class 11 contains 76528 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42091 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10617 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 26801 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 16154 members 
Mstep: Class 27 contains 13565 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52878 members 
Mstep: Class 31 contains 8652 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 113900 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4365 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10532 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5659 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46664 members 
Mstep: Class 54 contains 8726 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088728.000000 Penalty: 115153.429688
Iteration 218Q: 57 clusters Score -1.110887e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 69400 members 
Mstep: Class 7 contains 23233 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66659 members 
Mstep: Class 11 contains 76512 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42092 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26814 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16159 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52873 members 
Mstep: Class 31 contains 8652 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11095 members 
Mstep: Class 35 contains 113918 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4367 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10531 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 43996 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5663 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46663 members 
Mstep: Class 54 contains 8726 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088792.000000 Penalty: 115153.429688
Iteration 219Q: 57 clusters Score -1.110888e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17914 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23230 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66645 members 
Mstep: Class 11 contains 76492 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42092 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32303 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26839 members 
Mstep: Class 23 contains 7601 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16165 members 
Mstep: Class 27 contains 13567 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52871 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11096 members 
Mstep: Class 35 contains 113934 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4369 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10524 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 43996 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5665 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46659 members 
Mstep: Class 54 contains 8726 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088648.000000 Penalty: 115153.429688
Iteration 220F: 57 clusters Score -1.110886e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17914 members 
Mstep: Class 6 contains 69388 members 
Mstep: Class 7 contains 23236 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66630 members 
Mstep: Class 11 contains 76475 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42092 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26858 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8140 members 
Mstep: Class 26 contains 16171 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52867 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11096 members 
Mstep: Class 35 contains 113949 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4372 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10521 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5665 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46655 members 
Mstep: Class 54 contains 8726 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088752.000000 Penalty: 115153.429688
Iteration 221Q: 57 clusters Score -1.110888e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20446 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17912 members 
Mstep: Class 6 contains 69384 members 
Mstep: Class 7 contains 23238 members 
Mstep: Class 8 contains 7637 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66620 members 
Mstep: Class 11 contains 76461 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42092 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32300 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26868 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 13572 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52868 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11096 members 
Mstep: Class 35 contains 113954 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4376 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3149 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10517 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43996 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5665 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46652 members 
Mstep: Class 54 contains 8727 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088776.000000 Penalty: 115153.429688
Iteration 222Q: 57 clusters Score -1.110888e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17907 members 
Mstep: Class 6 contains 69379 members 
Mstep: Class 7 contains 23243 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66607 members 
Mstep: Class 11 contains 76442 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26881 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16179 members 
Mstep: Class 27 contains 13575 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52870 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5197 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11095 members 
Mstep: Class 35 contains 113970 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3150 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10512 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 43995 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5665 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46651 members 
Mstep: Class 54 contains 8728 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088688.000000 Penalty: 115153.429688
Iteration 223Q: 57 clusters Score -1.110887e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20446 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17903 members 
Mstep: Class 6 contains 69380 members 
Mstep: Class 7 contains 23247 members 
Mstep: Class 8 contains 7635 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66592 members 
Mstep: Class 11 contains 76428 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32303 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26893 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16180 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52869 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5200 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11095 members 
Mstep: Class 35 contains 113975 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3150 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10510 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43995 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5665 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46650 members 
Mstep: Class 54 contains 8730 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088840.000000 Penalty: 115153.429688
Iteration 224Q: 57 clusters Score -1.110888e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20446 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 69376 members 
Mstep: Class 7 contains 23251 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66572 members 
Mstep: Class 11 contains 76414 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32304 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 26913 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52869 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5201 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11094 members 
Mstep: Class 35 contains 113981 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3150 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10506 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43995 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5666 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46650 members 
Mstep: Class 54 contains 8732 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088832.000000 Penalty: 115153.429688
Iteration 225Q: 57 clusters Score -1.110888e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17893 members 
Mstep: Class 6 contains 69374 members 
Mstep: Class 7 contains 23260 members 
Mstep: Class 8 contains 7628 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66546 members 
Mstep: Class 11 contains 76404 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 26941 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 13586 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52867 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5200 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 113993 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3151 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10500 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43996 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5667 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46649 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088912.000000 Penalty: 115153.429688
Iteration 226Q: 57 clusters Score -1.110889e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20448 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17884 members 
Mstep: Class 6 contains 69377 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 7627 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66530 members 
Mstep: Class 11 contains 76391 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 26962 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16195 members 
Mstep: Class 27 contains 13588 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52865 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5197 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11091 members 
Mstep: Class 35 contains 113997 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3151 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10499 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43994 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5669 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46649 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088888.000000 Penalty: 115153.429688
Iteration 227Q: 57 clusters Score -1.110889e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20448 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17877 members 
Mstep: Class 6 contains 69379 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 7624 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66514 members 
Mstep: Class 11 contains 76372 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 26984 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16196 members 
Mstep: Class 27 contains 13588 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52870 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114007 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3153 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10497 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43994 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15571 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46650 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088936.000000 Penalty: 115153.429688
Iteration 228Q: 57 clusters Score -1.110889e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20448 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17872 members 
Mstep: Class 6 contains 69378 members 
Mstep: Class 7 contains 23271 members 
Mstep: Class 8 contains 7625 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66499 members 
Mstep: Class 11 contains 76351 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27006 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16202 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52864 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114021 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4375 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3153 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8945 members 
Mstep: Class 44 contains 10494 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 43994 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46650 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088808.000000 Penalty: 115153.429688
Iteration 229Q: 57 clusters Score -1.110888e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20449 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17864 members 
Mstep: Class 6 contains 69381 members 
Mstep: Class 7 contains 23272 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66483 members 
Mstep: Class 11 contains 76336 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27025 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16205 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52862 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114031 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4376 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3153 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10493 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43994 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46649 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088856.000000 Penalty: 115153.429688
Iteration 230Q: 57 clusters Score -1.110889e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20450 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17861 members 
Mstep: Class 6 contains 69391 members 
Mstep: Class 7 contains 23270 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66468 members 
Mstep: Class 11 contains 76318 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27041 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52861 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114041 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4377 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 3154 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10495 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 43990 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5671 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46648 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088880.000000 Penalty: 115153.429688
Iteration 231Q: 57 clusters Score -1.110889e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20453 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17856 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23278 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66454 members 
Mstep: Class 11 contains 76294 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32303 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27064 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52856 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114050 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4379 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 3155 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10489 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43991 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5671 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46649 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089088.000000 Penalty: 115153.429688
Iteration 232Q: 57 clusters Score -1.110891e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20455 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17853 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23287 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66444 members 
Mstep: Class 11 contains 76266 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32304 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27075 members 
Mstep: Class 23 contains 7613 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16212 members 
Mstep: Class 27 contains 13588 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52850 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5200 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114068 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4380 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 3156 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43990 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46650 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089040.000000 Penalty: 115153.429688
Iteration 233Q: 57 clusters Score -1.11089e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20455 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 17847 members 
Mstep: Class 6 contains 69400 members 
Mstep: Class 7 contains 23289 members 
Mstep: Class 8 contains 7617 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66427 members 
Mstep: Class 11 contains 76228 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32306 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 7613 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16217 members 
Mstep: Class 27 contains 13588 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52850 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114091 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4382 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 3156 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10486 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43988 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5669 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46653 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089024.000000 Penalty: 115153.429688
Iteration 234Q: 57 clusters Score -1.11089e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20455 members 
Mstep: Class 4 contains 5801 members 
Mstep: Class 5 contains 17842 members 
Mstep: Class 6 contains 69404 members 
Mstep: Class 7 contains 23293 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66408 members 
Mstep: Class 11 contains 76192 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27134 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16225 members 
Mstep: Class 27 contains 13589 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52841 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5201 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114114 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4383 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 3155 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10487 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 43988 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5668 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46651 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088928.000000 Penalty: 115153.429688
Iteration 235Q: 57 clusters Score -1.110889e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20455 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17837 members 
Mstep: Class 6 contains 69414 members 
Mstep: Class 7 contains 23294 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66391 members 
Mstep: Class 11 contains 76151 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32307 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27156 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 16232 members 
Mstep: Class 27 contains 13592 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52841 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114136 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4385 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3156 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10484 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43989 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5669 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46649 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088904.000000 Penalty: 115153.429688
Iteration 236Q: 57 clusters Score -1.110889e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17831 members 
Mstep: Class 6 contains 69420 members 
Mstep: Class 7 contains 23296 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66370 members 
Mstep: Class 11 contains 76111 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27180 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8143 members 
Mstep: Class 26 contains 16237 members 
Mstep: Class 27 contains 13594 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52840 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114153 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4390 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3156 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10481 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 43992 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5669 members 
Mstep: Class 51 contains 15572 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46647 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089032.000000 Penalty: 115153.429688
Iteration 237Q: 57 clusters Score -1.11089e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17826 members 
Mstep: Class 6 contains 69416 members 
Mstep: Class 7 contains 23302 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66352 members 
Mstep: Class 11 contains 76079 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10832 members 
Mstep: Class 16 contains 10613 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32318 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27201 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8144 members 
Mstep: Class 26 contains 16242 members 
Mstep: Class 27 contains 13601 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52836 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 114177 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4393 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8946 members 
Mstep: Class 44 contains 10477 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43994 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5668 members 
Mstep: Class 51 contains 15573 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46644 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089096.000000 Penalty: 115153.429688
Iteration 238Q: 57 clusters Score -1.110891e+08 nChanged 163
Entering ConstructFrom: 
Score: -111089096.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46853.507812 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46853.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47015.675781 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -47015.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47070.257812 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -47070.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47094.417969 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47094.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47115.722656 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47115.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47122.632812 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47122.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47123.261719 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47123.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47123.261719 Penalty: 1823.356323
	Iteration 7F: 3 clusters Score -47123.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -347302.750000 Penalty: 1201.090332
	Iteration 0F: 2 clusters Score -347302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -344711.093750 Penalty: 2402.180664
	Iteration 0F: 3 clusters Score -344711.1 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -345446.218750 Penalty: 2402.180664
	Iteration 1F: 3 clusters Score -345446.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -345626.531250 Penalty: 2402.180664
	Iteration 2F: 3 clusters Score -345626.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -345764.093750 Penalty: 2402.180664
	Iteration 3F: 3 clusters Score -345764.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -345893.687500 Penalty: 2402.180664
	Iteration 4Q: 3 clusters Score -345893.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -345986.312500 Penalty: 2402.180664
	Iteration 5Q: 3 clusters Score -345986.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -346060.156250 Penalty: 2402.180664
	Iteration 6Q: 3 clusters Score -346060.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -346109.281250 Penalty: 2402.180664
	Iteration 7Q: 3 clusters Score -346109.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -346149.000000 Penalty: 2402.180664
	Iteration 8Q: 3 clusters Score -346149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346178.343750 Penalty: 2402.180664
	Iteration 9Q: 3 clusters Score -346178.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -346210.062500 Penalty: 2402.180664
	Iteration 10Q: 3 clusters Score -346210.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -346244.937500 Penalty: 2402.180664
	Iteration 11Q: 3 clusters Score -346244.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -346269.437500 Penalty: 2402.180664
	Iteration 12Q: 3 clusters Score -346269.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -346291.968750 Penalty: 2402.180664
	Iteration 13Q: 3 clusters Score -346292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346311.281250 Penalty: 2402.180664
	Iteration 14Q: 3 clusters Score -346311.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -346325.562500 Penalty: 2402.180664
	Iteration 15Q: 3 clusters Score -346325.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -346344.531250 Penalty: 2402.180664
	Iteration 16Q: 3 clusters Score -346344.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346367.531250 Penalty: 2402.180664
	Iteration 17Q: 3 clusters Score -346367.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -346389.562500 Penalty: 2402.180664
	Iteration 18Q: 3 clusters Score -346389.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -346411.875000 Penalty: 2402.180664
	Iteration 19Q: 3 clusters Score -346411.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -346436.218750 Penalty: 2402.180664
	Iteration 20F: 3 clusters Score -346436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -346458.906250 Penalty: 2402.180664
	Iteration 21Q: 3 clusters Score -346458.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -346469.937500 Penalty: 2402.180664
	Iteration 22Q: 3 clusters Score -346469.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -346482.375000 Penalty: 2402.180664
	Iteration 23Q: 3 clusters Score -346482.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -346496.406250 Penalty: 2402.180664
	Iteration 24Q: 3 clusters Score -346496.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -346511.343750 Penalty: 2402.180664
	Iteration 25Q: 3 clusters Score -346511.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -346522.031250 Penalty: 2402.180664
	Iteration 26Q: 3 clusters Score -346522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -346529.187500 Penalty: 2402.180664
	Iteration 27Q: 3 clusters Score -346529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -346533.656250 Penalty: 2402.180664
	Iteration 28Q: 3 clusters Score -346533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -346535.718750 Penalty: 2402.180664
	Iteration 29Q: 3 clusters Score -346535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -346538.187500 Penalty: 2402.180664
	Iteration 30Q: 3 clusters Score -346538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -346540.593750 Penalty: 2402.180664
	Iteration 31Q: 3 clusters Score -346540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -346542.593750 Penalty: 2402.180664
	Iteration 32Q: 3 clusters Score -346542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -346544.812500 Penalty: 2402.180664
	Iteration 33Q: 3 clusters Score -346544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -346546.875000 Penalty: 2402.180664
	Iteration 34Q: 3 clusters Score -346546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -346550.625000 Penalty: 2402.180664
	Iteration 35Q: 3 clusters Score -346550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -346556.062500 Penalty: 2402.180664
	Iteration 36Q: 3 clusters Score -346556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -346562.968750 Penalty: 2402.180664
	Iteration 37Q: 3 clusters Score -346563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -346570.968750 Penalty: 2402.180664
	Iteration 38Q: 3 clusters Score -346571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -346576.156250 Penalty: 2402.180664
	Iteration 39Q: 3 clusters Score -346576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -346581.031250 Penalty: 2402.180664
	Iteration 40F: 3 clusters Score -346581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -346586.906250 Penalty: 2402.180664
	Iteration 41Q: 3 clusters Score -346586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -346590.000000 Penalty: 2402.180664
	Iteration 42Q: 3 clusters Score -346590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -346595.750000 Penalty: 2402.180664
	Iteration 43Q: 3 clusters Score -346595.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -346599.562500 Penalty: 2402.180664
	Iteration 44Q: 3 clusters Score -346599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -346600.468750 Penalty: 2402.180664
	Iteration 45Q: 3 clusters Score -346600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -346600.687500 Penalty: 2402.180664
	Iteration 46Q: 3 clusters Score -346600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -346600.687500 Penalty: 2402.180664
	Iteration 47F: 3 clusters Score -346600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Entering Unmasked Estep 
Score: -2312078.000000 Penalty: 1476.913452
	Iteration 0F: 2 clusters Score -2312078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2298592.500000 Penalty: 2953.826904
	Iteration 0F: 3 clusters Score -2298592 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2303614.000000 Penalty: 2953.826904
	Iteration 1F: 3 clusters Score -2303614 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2304040.000000 Penalty: 2953.826904
	Iteration 2F: 3 clusters Score -2304040 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2304405.250000 Penalty: 2953.826904
	Iteration 3Q: 3 clusters Score -2304405 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2304803.750000 Penalty: 2953.826904
	Iteration 4Q: 3 clusters Score -2304804 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2305258.500000 Penalty: 2953.826904
	Iteration 5Q: 3 clusters Score -2305258 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2305854.250000 Penalty: 2953.826904
	Iteration 6Q: 3 clusters Score -2305854 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2306593.750000 Penalty: 2953.826904
	Iteration 7F: 3 clusters Score -2306594 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2307529.000000 Penalty: 2953.826904
	Iteration 8F: 3 clusters Score -2307529 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2308479.750000 Penalty: 2953.826904
	Iteration 9F: 3 clusters Score -2308480 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2309322.000000 Penalty: 2953.826904
	Iteration 10Q: 3 clusters Score -2309322 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2309940.500000 Penalty: 2953.826904
	Iteration 11Q: 3 clusters Score -2309940 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2310300.250000 Penalty: 2953.826904
	Iteration 12Q: 3 clusters Score -2310300 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2310505.750000 Penalty: 2953.826904
	Iteration 13Q: 3 clusters Score -2310506 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2310623.000000 Penalty: 2953.826904
	Iteration 14Q: 3 clusters Score -2310623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2310706.750000 Penalty: 2953.826904
	Iteration 15Q: 3 clusters Score -2310707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2310752.250000 Penalty: 2953.826904
	Iteration 16Q: 3 clusters Score -2310752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2310806.000000 Penalty: 2953.826904
	Iteration 17Q: 3 clusters Score -2310806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2310830.750000 Penalty: 2953.826904
	Iteration 18Q: 3 clusters Score -2310831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2310849.000000 Penalty: 2953.826904
	Iteration 19Q: 3 clusters Score -2310849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2310857.500000 Penalty: 2953.826904
	Iteration 20F: 3 clusters Score -2310858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2310871.000000 Penalty: 2953.826904
	Iteration 21Q: 3 clusters Score -2310871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2310881.500000 Penalty: 2953.826904
	Iteration 22Q: 3 clusters Score -2310882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2310888.000000 Penalty: 2953.826904
	Iteration 23Q: 3 clusters Score -2310888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2310889.000000 Penalty: 2953.826904
	Iteration 24Q: 3 clusters Score -2310889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2310896.250000 Penalty: 2953.826904
	Iteration 25Q: 3 clusters Score -2310896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2310898.500000 Penalty: 2953.826904
	Iteration 26Q: 3 clusters Score -2310898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2310902.500000 Penalty: 2953.826904
	Iteration 27Q: 3 clusters Score -2310902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2310904.250000 Penalty: 2953.826904
	Iteration 28Q: 3 clusters Score -2310904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2310904.250000 Penalty: 2953.826904
	Iteration 29F: 3 clusters Score -2310904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -626406.687500 Penalty: 1289.443237
	Iteration 0F: 2 clusters Score -626406.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -622278.250000 Penalty: 2578.886475
	Iteration 0F: 3 clusters Score -622278.2 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -623530.250000 Penalty: 2578.886475
	Iteration 1F: 3 clusters Score -623530.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -623757.562500 Penalty: 2578.886475
	Iteration 2F: 3 clusters Score -623757.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -623934.062500 Penalty: 2578.886475
	Iteration 3F: 3 clusters Score -623934.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -624069.937500 Penalty: 2578.886475
	Iteration 4Q: 3 clusters Score -624069.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -624175.812500 Penalty: 2578.886475
	Iteration 5Q: 3 clusters Score -624175.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -624263.937500 Penalty: 2578.886475
	Iteration 6Q: 3 clusters Score -624263.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -624337.000000 Penalty: 2578.886475
	Iteration 7Q: 3 clusters Score -624337 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -624394.937500 Penalty: 2578.886475
	Iteration 8Q: 3 clusters Score -624394.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -624442.750000 Penalty: 2578.886475
	Iteration 9Q: 3 clusters Score -624442.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -624481.750000 Penalty: 2578.886475
	Iteration 10Q: 3 clusters Score -624481.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -624517.812500 Penalty: 2578.886475
	Iteration 11Q: 3 clusters Score -624517.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -624546.750000 Penalty: 2578.886475
	Iteration 12Q: 3 clusters Score -624546.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -624574.875000 Penalty: 2578.886475
	Iteration 13Q: 3 clusters Score -624574.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -624599.937500 Penalty: 2578.886475
	Iteration 14Q: 3 clusters Score -624599.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -624619.312500 Penalty: 2578.886475
	Iteration 15Q: 3 clusters Score -624619.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -624640.812500 Penalty: 2578.886475
	Iteration 16Q: 3 clusters Score -624640.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -624659.250000 Penalty: 2578.886475
	Iteration 17Q: 3 clusters Score -624659.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -624681.312500 Penalty: 2578.886475
	Iteration 18Q: 3 clusters Score -624681.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -624701.312500 Penalty: 2578.886475
	Iteration 19Q: 3 clusters Score -624701.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -624719.437500 Penalty: 2578.886475
	Iteration 20F: 3 clusters Score -624719.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -624736.687500 Penalty: 2578.886475
	Iteration 21Q: 3 clusters Score -624736.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -624753.375000 Penalty: 2578.886475
	Iteration 22Q: 3 clusters Score -624753.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -624770.000000 Penalty: 2578.886475
	Iteration 23Q: 3 clusters Score -624770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -624779.437500 Penalty: 2578.886475
	Iteration 24Q: 3 clusters Score -624779.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -624792.500000 Penalty: 2578.886475
	Iteration 25Q: 3 clusters Score -624792.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -624798.375000 Penalty: 2578.886475
	Iteration 26Q: 3 clusters Score -624798.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -624806.125000 Penalty: 2578.886475
	Iteration 27Q: 3 clusters Score -624806.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -624812.562500 Penalty: 2578.886475
	Iteration 28Q: 3 clusters Score -624812.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -624816.187500 Penalty: 2578.886475
	Iteration 29Q: 3 clusters Score -624816.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -624822.250000 Penalty: 2578.886475
	Iteration 30Q: 3 clusters Score -624822.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -624828.000000 Penalty: 2578.886475
	Iteration 31Q: 3 clusters Score -624828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -624834.062500 Penalty: 2578.886475
	Iteration 32Q: 3 clusters Score -624834.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -624839.250000 Penalty: 2578.886475
	Iteration 33Q: 3 clusters Score -624839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -624842.562500 Penalty: 2578.886475
	Iteration 34Q: 3 clusters Score -624842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -624846.625000 Penalty: 2578.886475
	Iteration 35Q: 3 clusters Score -624846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -624849.937500 Penalty: 2578.886475
	Iteration 36Q: 3 clusters Score -624849.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -624856.000000 Penalty: 2578.886475
	Iteration 37Q: 3 clusters Score -624856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -624861.750000 Penalty: 2578.886475
	Iteration 38Q: 3 clusters Score -624861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -624866.187500 Penalty: 2578.886475
	Iteration 39Q: 3 clusters Score -624866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -624869.875000 Penalty: 2578.886475
	Iteration 40F: 3 clusters Score -624869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -624874.000000 Penalty: 2578.886475
	Iteration 41Q: 3 clusters Score -624874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -624876.687500 Penalty: 2578.886475
	Iteration 42Q: 3 clusters Score -624876.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -624878.687500 Penalty: 2578.886475
	Iteration 43Q: 3 clusters Score -624878.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -624882.562500 Penalty: 2578.886475
	Iteration 44Q: 3 clusters Score -624882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -624884.687500 Penalty: 2578.886475
	Iteration 45Q: 3 clusters Score -624884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -624892.562500 Penalty: 2578.886475
	Iteration 46Q: 3 clusters Score -624892.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -624895.875000 Penalty: 2578.886475
	Iteration 47Q: 3 clusters Score -624895.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -624904.625000 Penalty: 2578.886475
	Iteration 48Q: 3 clusters Score -624904.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -624907.750000 Penalty: 2578.886475
	Iteration 49Q: 3 clusters Score -624907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -624910.250000 Penalty: 2578.886475
	Iteration 50Q: 3 clusters Score -624910.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -624912.625000 Penalty: 2578.886475
	Iteration 51Q: 3 clusters Score -624912.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -624918.062500 Penalty: 2578.886475
	Iteration 52Q: 3 clusters Score -624918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -624921.250000 Penalty: 2578.886475
	Iteration 53Q: 3 clusters Score -624921.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -624923.125000 Penalty: 2578.886475
	Iteration 54Q: 3 clusters Score -624923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -624926.625000 Penalty: 2578.886475
	Iteration 55Q: 3 clusters Score -624926.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -624931.375000 Penalty: 2578.886475
	Iteration 56Q: 3 clusters Score -624931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -624934.250000 Penalty: 2578.886475
	Iteration 57Q: 3 clusters Score -624934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -624939.812500 Penalty: 2578.886475
	Iteration 58Q: 3 clusters Score -624939.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -624944.312500 Penalty: 2578.886475
	Iteration 59Q: 3 clusters Score -624944.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -624951.062500 Penalty: 2578.886475
	Iteration 60F: 3 clusters Score -624951.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -624958.562500 Penalty: 2578.886475
	Iteration 61Q: 3 clusters Score -624958.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -624965.312500 Penalty: 2578.886475
	Iteration 62Q: 3 clusters Score -624965.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -624971.500000 Penalty: 2578.886475
	Iteration 63Q: 3 clusters Score -624971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -624979.375000 Penalty: 2578.886475
	Iteration 64Q: 3 clusters Score -624979.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -624985.625000 Penalty: 2578.886475
	Iteration 65Q: 3 clusters Score -624985.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -624993.125000 Penalty: 2578.886475
	Iteration 66Q: 3 clusters Score -624993.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -625001.812500 Penalty: 2578.886475
	Iteration 67Q: 3 clusters Score -625001.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -625015.000000 Penalty: 2578.886475
	Iteration 68Q: 3 clusters Score -625015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -625030.562500 Penalty: 2578.886475
	Iteration 69Q: 3 clusters Score -625030.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -625043.875000 Penalty: 2578.886475
	Iteration 70Q: 3 clusters Score -625043.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -625058.937500 Penalty: 2578.886475
	Iteration 71Q: 3 clusters Score -625058.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -625073.187500 Penalty: 2578.886475
	Iteration 72Q: 3 clusters Score -625073.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -625084.937500 Penalty: 2578.886475
	Iteration 73Q: 3 clusters Score -625084.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -625102.562500 Penalty: 2578.886475
	Iteration 74Q: 3 clusters Score -625102.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -625121.687500 Penalty: 2578.886475
	Iteration 75Q: 3 clusters Score -625121.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -625142.812500 Penalty: 2578.886475
	Iteration 76Q: 3 clusters Score -625142.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -625165.562500 Penalty: 2578.886475
	Iteration 77Q: 3 clusters Score -625165.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -625183.312500 Penalty: 2578.886475
	Iteration 78Q: 3 clusters Score -625183.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -625203.500000 Penalty: 2578.886475
	Iteration 79Q: 3 clusters Score -625203.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -625230.937500 Penalty: 2578.886475
	Iteration 80F: 3 clusters Score -625230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -625260.375000 Penalty: 2578.886475
	Iteration 81Q: 3 clusters Score -625260.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -625282.187500 Penalty: 2578.886475
	Iteration 82Q: 3 clusters Score -625282.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -625308.500000 Penalty: 2578.886475
	Iteration 83Q: 3 clusters Score -625308.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -625331.062500 Penalty: 2578.886475
	Iteration 84Q: 3 clusters Score -625331.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -625349.187500 Penalty: 2578.886475
	Iteration 85Q: 3 clusters Score -625349.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -625368.000000 Penalty: 2578.886475
	Iteration 86Q: 3 clusters Score -625368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -625384.875000 Penalty: 2578.886475
	Iteration 87Q: 3 clusters Score -625384.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -625398.250000 Penalty: 2578.886475
	Iteration 88Q: 3 clusters Score -625398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -625407.750000 Penalty: 2578.886475
	Iteration 89Q: 3 clusters Score -625407.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -625419.187500 Penalty: 2578.886475
	Iteration 90Q: 3 clusters Score -625419.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -625427.937500 Penalty: 2578.886475
	Iteration 91Q: 3 clusters Score -625427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -625432.187500 Penalty: 2578.886475
	Iteration 92Q: 3 clusters Score -625432.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -625442.062500 Penalty: 2578.886475
	Iteration 93Q: 3 clusters Score -625442.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -625458.625000 Penalty: 2578.886475
	Iteration 94Q: 3 clusters Score -625458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -625472.250000 Penalty: 2578.886475
	Iteration 95Q: 3 clusters Score -625472.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -625484.750000 Penalty: 2578.886475
	Iteration 96Q: 3 clusters Score -625484.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -625493.000000 Penalty: 2578.886475
	Iteration 97Q: 3 clusters Score -625493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -625495.937500 Penalty: 2578.886475
	Iteration 98Q: 3 clusters Score -625495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -625498.750000 Penalty: 2578.886475
	Iteration 99Q: 3 clusters Score -625498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -625502.500000 Penalty: 2578.886475
	Iteration 100F: 3 clusters Score -625502.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -625507.875000 Penalty: 2578.886475
	Iteration 101Q: 3 clusters Score -625507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -625511.875000 Penalty: 2578.886475
	Iteration 102Q: 3 clusters Score -625511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -625515.250000 Penalty: 2578.886475
	Iteration 103Q: 3 clusters Score -625515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -625515.625000 Penalty: 2578.886475
	Iteration 104Q: 3 clusters Score -625515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -625517.312500 Penalty: 2578.886475
	Iteration 105Q: 3 clusters Score -625517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -625517.125000 Penalty: 2578.886475
	Iteration 106Q: 3 clusters Score -625517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -625516.437500 Penalty: 2578.886475
	Iteration 107Q: 3 clusters Score -625516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -625516.437500 Penalty: 2578.886475
	Iteration 108F: 3 clusters Score -625516.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Entering Unmasked Estep 
Score: -1910940.000000 Penalty: 1456.457397
	Iteration 0F: 2 clusters Score -1910940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1899277.625000 Penalty: 2912.914795
	Iteration 0F: 3 clusters Score -1899278 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1903357.625000 Penalty: 2912.914795
	Iteration 1F: 3 clusters Score -1903358 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1903830.250000 Penalty: 2912.914795
	Iteration 2F: 3 clusters Score -1903830 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1904324.250000 Penalty: 2912.914795
	Iteration 3F: 3 clusters Score -1904324 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1904883.875000 Penalty: 2912.914795
	Iteration 4F: 3 clusters Score -1904884 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1905591.250000 Penalty: 2912.914795
	Iteration 5F: 3 clusters Score -1905591 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1906515.125000 Penalty: 2912.914795
	Iteration 6F: 3 clusters Score -1906515 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1907532.000000 Penalty: 2912.914795
	Iteration 7F: 3 clusters Score -1907532 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1908496.250000 Penalty: 2912.914795
	Iteration 8F: 3 clusters Score -1908496 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1909120.625000 Penalty: 2912.914795
	Iteration 9Q: 3 clusters Score -1909121 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1909471.750000 Penalty: 2912.914795
	Iteration 10Q: 3 clusters Score -1909472 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1909706.625000 Penalty: 2912.914795
	Iteration 11Q: 3 clusters Score -1909707 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1909878.250000 Penalty: 2912.914795
	Iteration 12Q: 3 clusters Score -1909878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1910021.375000 Penalty: 2912.914795
	Iteration 13Q: 3 clusters Score -1910021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1910136.500000 Penalty: 2912.914795
	Iteration 14Q: 3 clusters Score -1910136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1910204.250000 Penalty: 2912.914795
	Iteration 15Q: 3 clusters Score -1910204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1910271.750000 Penalty: 2912.914795
	Iteration 16Q: 3 clusters Score -1910272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1910332.750000 Penalty: 2912.914795
	Iteration 17Q: 3 clusters Score -1910333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1910361.125000 Penalty: 2912.914795
	Iteration 18Q: 3 clusters Score -1910361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1910386.375000 Penalty: 2912.914795
	Iteration 19Q: 3 clusters Score -1910386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1910430.250000 Penalty: 2912.914795
	Iteration 20F: 3 clusters Score -1910430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1910463.625000 Penalty: 2912.914795
	Iteration 21Q: 3 clusters Score -1910464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1910483.875000 Penalty: 2912.914795
	Iteration 22Q: 3 clusters Score -1910484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1910502.875000 Penalty: 2912.914795
	Iteration 23Q: 3 clusters Score -1910503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1910528.375000 Penalty: 2912.914795
	Iteration 24Q: 3 clusters Score -1910528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1910550.875000 Penalty: 2912.914795
	Iteration 25Q: 3 clusters Score -1910551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1910562.500000 Penalty: 2912.914795
	Iteration 26Q: 3 clusters Score -1910562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1910590.875000 Penalty: 2912.914795
	Iteration 27Q: 3 clusters Score -1910591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1910609.125000 Penalty: 2912.914795
	Iteration 28Q: 3 clusters Score -1910609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1910621.500000 Penalty: 2912.914795
	Iteration 29Q: 3 clusters Score -1910622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1910633.250000 Penalty: 2912.914795
	Iteration 30Q: 3 clusters Score -1910633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1910640.750000 Penalty: 2912.914795
	Iteration 31Q: 3 clusters Score -1910641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1910641.875000 Penalty: 2912.914795
	Iteration 32Q: 3 clusters Score -1910642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1910641.625000 Penalty: 2912.914795
	Iteration 33Q: 3 clusters Score -1910642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1910643.125000 Penalty: 2912.914795
	Iteration 34Q: 3 clusters Score -1910643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1910643.125000 Penalty: 2912.914795
	Iteration 35F: 3 clusters Score -1910643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Entering Unmasked Estep 
Score: -7921579.500000 Penalty: 1658.807739
	Iteration 0F: 2 clusters Score -7921580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -7876653.000000 Penalty: 3317.615479
	Iteration 0F: 3 clusters Score -7876653 nChanged 32288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -7894840.500000 Penalty: 3317.615479
	Iteration 1F: 3 clusters Score -7894840 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -7895564.000000 Penalty: 3317.615479
	Iteration 2Q: 3 clusters Score -7895564 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -7896559.000000 Penalty: 3317.615479
	Iteration 3Q: 3 clusters Score -7896559 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7897969.500000 Penalty: 3317.615479
	Iteration 4Q: 3 clusters Score -7897970 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7900084.500000 Penalty: 3317.615479
	Iteration 5F: 3 clusters Score -7900084 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -7903211.000000 Penalty: 3317.615479
	Iteration 6F: 3 clusters Score -7903211 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -7907124.500000 Penalty: 3317.615479
	Iteration 7F: 3 clusters Score -7907124 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -7911121.000000 Penalty: 3317.615479
	Iteration 8F: 3 clusters Score -7911121 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -7914294.000000 Penalty: 3317.615479
	Iteration 9F: 3 clusters Score -7914294 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -7916047.000000 Penalty: 3317.615479
	Iteration 10Q: 3 clusters Score -7916047 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -7916962.000000 Penalty: 3317.615479
	Iteration 11Q: 3 clusters Score -7916962 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -7917585.000000 Penalty: 3317.615479
	Iteration 12Q: 3 clusters Score -7917585 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -7918005.000000 Penalty: 3317.615479
	Iteration 13Q: 3 clusters Score -7918005 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -7918355.000000 Penalty: 3317.615479
	Iteration 14Q: 3 clusters Score -7918355 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -7918666.000000 Penalty: 3317.615479
	Iteration 15Q: 3 clusters Score -7918666 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -7918904.000000 Penalty: 3317.615479
	Iteration 16Q: 3 clusters Score -7918904 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -7919099.500000 Penalty: 3317.615479
	Iteration 17Q: 3 clusters Score -7919100 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -7919277.000000 Penalty: 3317.615479
	Iteration 18Q: 3 clusters Score -7919277 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -7919446.000000 Penalty: 3317.615479
	Iteration 19Q: 3 clusters Score -7919446 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -7919554.500000 Penalty: 3317.615479
	Iteration 20F: 3 clusters Score -7919554 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -7919669.000000 Penalty: 3317.615479
	Iteration 21Q: 3 clusters Score -7919669 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -7919786.000000 Penalty: 3317.615479
	Iteration 22Q: 3 clusters Score -7919786 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -7919901.000000 Penalty: 3317.615479
	Iteration 23Q: 3 clusters Score -7919901 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -7919973.500000 Penalty: 3317.615479
	Iteration 24Q: 3 clusters Score -7919974 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -7920074.000000 Penalty: 3317.615479
	Iteration 25Q: 3 clusters Score -7920074 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -7920147.000000 Penalty: 3317.615479
	Iteration 26Q: 3 clusters Score -7920147 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -7920201.000000 Penalty: 3317.615479
	Iteration 27Q: 3 clusters Score -7920201 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -7920243.500000 Penalty: 3317.615479
	Iteration 28Q: 3 clusters Score -7920244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -7920294.500000 Penalty: 3317.615479
	Iteration 29Q: 3 clusters Score -7920294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -7920354.000000 Penalty: 3317.615479
	Iteration 30Q: 3 clusters Score -7920354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -7920405.000000 Penalty: 3317.615479
	Iteration 31Q: 3 clusters Score -7920405 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -7920402.500000 Penalty: 3317.615479
	Iteration 32Q: 3 clusters Score -7920402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -7920397.000000 Penalty: 3317.615479
	Iteration 33Q: 3 clusters Score -7920397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -7920406.500000 Penalty: 3317.615479
	Iteration 34Q: 3 clusters Score -7920406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -7920434.500000 Penalty: 3317.615479
	Iteration 35Q: 3 clusters Score -7920434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -7920454.000000 Penalty: 3317.615479
	Iteration 36Q: 3 clusters Score -7920454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -7920485.500000 Penalty: 3317.615479
	Iteration 37Q: 3 clusters Score -7920486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -7920496.000000 Penalty: 3317.615479
	Iteration 38Q: 3 clusters Score -7920496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -7920538.000000 Penalty: 3317.615479
	Iteration 39Q: 3 clusters Score -7920538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -7920548.500000 Penalty: 3317.615479
	Iteration 40F: 3 clusters Score -7920548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -7920590.500000 Penalty: 3317.615479
	Iteration 41Q: 3 clusters Score -7920590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -7920597.500000 Penalty: 3317.615479
	Iteration 42Q: 3 clusters Score -7920598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -7920609.000000 Penalty: 3317.615479
	Iteration 43Q: 3 clusters Score -7920609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -7920637.000000 Penalty: 3317.615479
	Iteration 44Q: 3 clusters Score -7920637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -7920650.000000 Penalty: 3317.615479
	Iteration 45Q: 3 clusters Score -7920650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -7920638.000000 Penalty: 3317.615479
	Iteration 46Q: 3 clusters Score -7920638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -7920639.500000 Penalty: 3317.615479
	Iteration 47Q: 3 clusters Score -7920640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -7920646.000000 Penalty: 3317.615479
	Iteration 48Q: 3 clusters Score -7920646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -7920651.500000 Penalty: 3317.615479
	Iteration 49Q: 3 clusters Score -7920652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -7920661.000000 Penalty: 3317.615479
	Iteration 50Q: 3 clusters Score -7920661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -7920664.000000 Penalty: 3317.615479
	Iteration 51Q: 3 clusters Score -7920664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -7920670.000000 Penalty: 3317.615479
	Iteration 52Q: 3 clusters Score -7920670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -7920679.000000 Penalty: 3317.615479
	Iteration 53Q: 3 clusters Score -7920679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -7920687.000000 Penalty: 3317.615479
	Iteration 54Q: 3 clusters Score -7920687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -7920681.000000 Penalty: 3317.615479
	Iteration 55Q: 3 clusters Score -7920681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -7920674.500000 Penalty: 3317.615479
	Iteration 56Q: 3 clusters Score -7920674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -7920674.500000 Penalty: 3317.615479
	Iteration 57Q: 3 clusters Score -7920674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -7920681.500000 Penalty: 3317.615479
	Iteration 58Q: 3 clusters Score -7920682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -7920684.500000 Penalty: 3317.615479
	Iteration 59Q: 3 clusters Score -7920684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -7920686.000000 Penalty: 3317.615479
	Iteration 60F: 3 clusters Score -7920686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -7920690.000000 Penalty: 3317.615479
	Iteration 61Q: 3 clusters Score -7920690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -7920706.000000 Penalty: 3317.615479
	Iteration 62Q: 3 clusters Score -7920706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -7920709.000000 Penalty: 3317.615479
	Iteration 63Q: 3 clusters Score -7920709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -7920715.500000 Penalty: 3317.615479
	Iteration 64Q: 3 clusters Score -7920716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -7920719.000000 Penalty: 3317.615479
	Iteration 65Q: 3 clusters Score -7920719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -7920722.000000 Penalty: 3317.615479
	Iteration 66Q: 3 clusters Score -7920722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -7920730.500000 Penalty: 3317.615479
	Iteration 67Q: 3 clusters Score -7920730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -7920747.000000 Penalty: 3317.615479
	Iteration 68Q: 3 clusters Score -7920747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -7920746.000000 Penalty: 3317.615479
	Iteration 69Q: 3 clusters Score -7920746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -7920755.500000 Penalty: 3317.615479
	Iteration 70Q: 3 clusters Score -7920756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -7920769.500000 Penalty: 3317.615479
	Iteration 71Q: 3 clusters Score -7920770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -7920777.000000 Penalty: 3317.615479
	Iteration 72Q: 3 clusters Score -7920777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -7920772.500000 Penalty: 3317.615479
	Iteration 73Q: 3 clusters Score -7920772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -7920771.500000 Penalty: 3317.615479
	Iteration 74Q: 3 clusters Score -7920772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -7920787.500000 Penalty: 3317.615479
	Iteration 75Q: 3 clusters Score -7920788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -7920783.500000 Penalty: 3317.615479
	Iteration 76Q: 3 clusters Score -7920784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -7920790.000000 Penalty: 3317.615479
	Iteration 77Q: 3 clusters Score -7920790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -7920784.500000 Penalty: 3317.615479
	Iteration 78Q: 3 clusters Score -7920784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -7920785.500000 Penalty: 3317.615479
	Iteration 79Q: 3 clusters Score -7920786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -7920784.000000 Penalty: 3317.615479
	Iteration 80F: 3 clusters Score -7920784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -7920783.500000 Penalty: 3317.615479
	Iteration 81Q: 3 clusters Score -7920784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -7920784.500000 Penalty: 3317.615479
	Iteration 82Q: 3 clusters Score -7920784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -7920785.500000 Penalty: 3317.615479
	Iteration 83Q: 3 clusters Score -7920786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -7920784.000000 Penalty: 3317.615479
	Iteration 84Q: 3 clusters Score -7920784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -7920801.000000 Penalty: 3317.615479
	Iteration 85Q: 3 clusters Score -7920801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -7920803.000000 Penalty: 3317.615479
	Iteration 86Q: 3 clusters Score -7920803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -7920803.500000 Penalty: 3317.615479
	Iteration 87Q: 3 clusters Score -7920804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -7920802.000000 Penalty: 3317.615479
	Iteration 88Q: 3 clusters Score -7920802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -7920803.500000 Penalty: 3317.615479
	Iteration 89Q: 3 clusters Score -7920804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -7920806.000000 Penalty: 3317.615479
	Iteration 90Q: 3 clusters Score -7920806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -7920810.500000 Penalty: 3317.615479
	Iteration 91Q: 3 clusters Score -7920810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -7920808.500000 Penalty: 3317.615479
	Iteration 92Q: 3 clusters Score -7920808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -7920811.500000 Penalty: 3317.615479
	Iteration 93Q: 3 clusters Score -7920812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -7920803.000000 Penalty: 3317.615479
	Iteration 94Q: 3 clusters Score -7920803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -7920797.000000 Penalty: 3317.615479
	Iteration 95Q: 3 clusters Score -7920797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -7920798.000000 Penalty: 3317.615479
	Iteration 96Q: 3 clusters Score -7920798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -7920805.500000 Penalty: 3317.615479
	Iteration 97Q: 3 clusters Score -7920806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -7920805.000000 Penalty: 3317.615479
	Iteration 98Q: 3 clusters Score -7920805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -7920809.500000 Penalty: 3317.615479
	Iteration 99Q: 3 clusters Score -7920810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -7920814.000000 Penalty: 3317.615479
	Iteration 100F: 3 clusters Score -7920814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -7920816.000000 Penalty: 3317.615479
	Iteration 101Q: 3 clusters Score -7920816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -7920813.000000 Penalty: 3317.615479
	Iteration 102Q: 3 clusters Score -7920813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -7920818.000000 Penalty: 3317.615479
	Iteration 103Q: 3 clusters Score -7920818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -7920820.500000 Penalty: 3317.615479
	Iteration 104Q: 3 clusters Score -7920820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -7920820.500000 Penalty: 3317.615479
	Iteration 105F: 3 clusters Score -7920820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Entering Unmasked Estep 
Score: -2583387.250000 Penalty: 1496.363892
	Iteration 0F: 2 clusters Score -2583387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2568097.250000 Penalty: 2992.727783
	Iteration 0F: 3 clusters Score -2568097 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2574012.500000 Penalty: 2992.727783
	Iteration 1F: 3 clusters Score -2574012 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2574566.750000 Penalty: 2992.727783
	Iteration 2F: 3 clusters Score -2574567 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2575121.500000 Penalty: 2992.727783
	Iteration 3F: 3 clusters Score -2575122 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2575666.000000 Penalty: 2992.727783
	Iteration 4Q: 3 clusters Score -2575666 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2576198.250000 Penalty: 2992.727783
	Iteration 5Q: 3 clusters Score -2576198 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2576815.500000 Penalty: 2992.727783
	Iteration 6Q: 3 clusters Score -2576816 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2577600.250000 Penalty: 2992.727783
	Iteration 7Q: 3 clusters Score -2577600 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2578477.250000 Penalty: 2992.727783
	Iteration 8F: 3 clusters Score -2578477 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2579307.500000 Penalty: 2992.727783
	Iteration 9F: 3 clusters Score -2579308 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2580133.250000 Penalty: 2992.727783
	Iteration 10F: 3 clusters Score -2580133 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2580893.750000 Penalty: 2992.727783
	Iteration 11Q: 3 clusters Score -2580894 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2581549.000000 Penalty: 2992.727783
	Iteration 12Q: 3 clusters Score -2581549 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2582074.000000 Penalty: 2992.727783
	Iteration 13Q: 3 clusters Score -2582074 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2582443.250000 Penalty: 2992.727783
	Iteration 14Q: 3 clusters Score -2582443 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2582729.250000 Penalty: 2992.727783
	Iteration 15Q: 3 clusters Score -2582729 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2582959.500000 Penalty: 2992.727783
	Iteration 16Q: 3 clusters Score -2582960 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2583164.250000 Penalty: 2992.727783
	Iteration 17Q: 3 clusters Score -2583164 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2583335.000000 Penalty: 2992.727783
	Iteration 18Q: 3 clusters Score -2583335 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2583457.000000 Penalty: 2992.727783
	Iteration 19Q: 3 clusters Score -2583457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2583545.250000 Penalty: 2992.727783
	Iteration 20F: 3 clusters Score -2583545 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2583604.250000 Penalty: 2992.727783
	Iteration 21Q: 3 clusters Score -2583604 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2583646.500000 Penalty: 2992.727783
	Iteration 22Q: 3 clusters Score -2583646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2583663.000000 Penalty: 2992.727783
	Iteration 23Q: 3 clusters Score -2583663 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2583679.500000 Penalty: 2992.727783
	Iteration 24Q: 3 clusters Score -2583680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2583686.750000 Penalty: 2992.727783
	Iteration 25Q: 3 clusters Score -2583687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2583681.500000 Penalty: 2992.727783
	Iteration 26Q: 3 clusters Score -2583682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2583698.000000 Penalty: 2992.727783
	Iteration 27Q: 3 clusters Score -2583698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2583694.750000 Penalty: 2992.727783
	Iteration 28Q: 3 clusters Score -2583695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2583697.250000 Penalty: 2992.727783
	Iteration 29Q: 3 clusters Score -2583697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2583693.000000 Penalty: 2992.727783
	Iteration 30Q: 3 clusters Score -2583693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2583694.250000 Penalty: 2992.727783
	Iteration 31Q: 3 clusters Score -2583694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2583698.000000 Penalty: 2992.727783
	Iteration 32Q: 3 clusters Score -2583698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2583695.000000 Penalty: 2992.727783
	Iteration 33Q: 3 clusters Score -2583695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2583703.250000 Penalty: 2992.727783
	Iteration 34Q: 3 clusters Score -2583703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2583695.500000 Penalty: 2992.727783
	Iteration 35Q: 3 clusters Score -2583696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2583697.500000 Penalty: 2992.727783
	Iteration 36Q: 3 clusters Score -2583698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2583695.500000 Penalty: 2992.727783
	Iteration 37Q: 3 clusters Score -2583696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2583700.750000 Penalty: 2992.727783
	Iteration 38Q: 3 clusters Score -2583701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2583700.250000 Penalty: 2992.727783
	Iteration 39Q: 3 clusters Score -2583700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2583702.750000 Penalty: 2992.727783
	Iteration 40F: 3 clusters Score -2583703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2583694.000000 Penalty: 2992.727783
	Iteration 41Q: 3 clusters Score -2583694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2583690.750000 Penalty: 2992.727783
	Iteration 42Q: 3 clusters Score -2583691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2583691.250000 Penalty: 2992.727783
	Iteration 43Q: 3 clusters Score -2583691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2583692.000000 Penalty: 2992.727783
	Iteration 44Q: 3 clusters Score -2583692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2583692.000000 Penalty: 2992.727783
	Iteration 45F: 3 clusters Score -2583692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 69418 members 
Mstep: Class 7 contains 9468 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66329 members 
Mstep: Class 11 contains 76058 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27207 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8145 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52834 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114198 members 
Mstep: Class 36 contains 6329 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10479 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5667 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46644 members 
Mstep: Class 54 contains 8736 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2452 members 
Mstep: Class 57 contains 13832 members 
Entering Unmasked Estep 
Score: -111088384.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111089096.000000 to -111088384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -828811.562500 Penalty: 1329.858154
	Iteration 0F: 2 clusters Score -828811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -823639.625000 Penalty: 2659.716309
	Iteration 0F: 3 clusters Score -823639.6 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -825246.062500 Penalty: 2659.716309
	Iteration 1F: 3 clusters Score -825246.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -825508.375000 Penalty: 2659.716309
	Iteration 2F: 3 clusters Score -825508.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -825688.937500 Penalty: 2659.716309
	Iteration 3F: 3 clusters Score -825688.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -825823.750000 Penalty: 2659.716309
	Iteration 4Q: 3 clusters Score -825823.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -825930.937500 Penalty: 2659.716309
	Iteration 5Q: 3 clusters Score -825930.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -826036.875000 Penalty: 2659.716309
	Iteration 6Q: 3 clusters Score -826036.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -826130.687500 Penalty: 2659.716309
	Iteration 7Q: 3 clusters Score -826130.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -826223.625000 Penalty: 2659.716309
	Iteration 8Q: 3 clusters Score -826223.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -826306.062500 Penalty: 2659.716309
	Iteration 9Q: 3 clusters Score -826306.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -826390.687500 Penalty: 2659.716309
	Iteration 10Q: 3 clusters Score -826390.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -826470.250000 Penalty: 2659.716309
	Iteration 11Q: 3 clusters Score -826470.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -826551.062500 Penalty: 2659.716309
	Iteration 12Q: 3 clusters Score -826551.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -826623.812500 Penalty: 2659.716309
	Iteration 13Q: 3 clusters Score -826623.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -826706.500000 Penalty: 2659.716309
	Iteration 14Q: 3 clusters Score -826706.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -826799.062500 Penalty: 2659.716309
	Iteration 15Q: 3 clusters Score -826799.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -826875.875000 Penalty: 2659.716309
	Iteration 16Q: 3 clusters Score -826875.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -826962.562500 Penalty: 2659.716309
	Iteration 17Q: 3 clusters Score -826962.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -827034.625000 Penalty: 2659.716309
	Iteration 18Q: 3 clusters Score -827034.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -827107.875000 Penalty: 2659.716309
	Iteration 19Q: 3 clusters Score -827107.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -827167.187500 Penalty: 2659.716309
	Iteration 20F: 3 clusters Score -827167.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -827231.875000 Penalty: 2659.716309
	Iteration 21Q: 3 clusters Score -827231.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -827306.750000 Penalty: 2659.716309
	Iteration 22Q: 3 clusters Score -827306.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -827376.125000 Penalty: 2659.716309
	Iteration 23Q: 3 clusters Score -827376.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -827429.125000 Penalty: 2659.716309
	Iteration 24Q: 3 clusters Score -827429.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -827496.375000 Penalty: 2659.716309
	Iteration 25Q: 3 clusters Score -827496.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -827550.500000 Penalty: 2659.716309
	Iteration 26Q: 3 clusters Score -827550.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -827597.625000 Penalty: 2659.716309
	Iteration 27Q: 3 clusters Score -827597.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -827647.000000 Penalty: 2659.716309
	Iteration 28Q: 3 clusters Score -827647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -827691.312500 Penalty: 2659.716309
	Iteration 29Q: 3 clusters Score -827691.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -827735.125000 Penalty: 2659.716309
	Iteration 30Q: 3 clusters Score -827735.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -827775.500000 Penalty: 2659.716309
	Iteration 31Q: 3 clusters Score -827775.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -827806.500000 Penalty: 2659.716309
	Iteration 32Q: 3 clusters Score -827806.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -827841.687500 Penalty: 2659.716309
	Iteration 33Q: 3 clusters Score -827841.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -827874.125000 Penalty: 2659.716309
	Iteration 34Q: 3 clusters Score -827874.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -827910.625000 Penalty: 2659.716309
	Iteration 35Q: 3 clusters Score -827910.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -827947.375000 Penalty: 2659.716309
	Iteration 36Q: 3 clusters Score -827947.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -827978.187500 Penalty: 2659.716309
	Iteration 37Q: 3 clusters Score -827978.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -827997.750000 Penalty: 2659.716309
	Iteration 38Q: 3 clusters Score -827997.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -828014.375000 Penalty: 2659.716309
	Iteration 39Q: 3 clusters Score -828014.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -828021.812500 Penalty: 2659.716309
	Iteration 40F: 3 clusters Score -828021.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -828033.500000 Penalty: 2659.716309
	Iteration 41Q: 3 clusters Score -828033.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -828045.187500 Penalty: 2659.716309
	Iteration 42Q: 3 clusters Score -828045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -828051.250000 Penalty: 2659.716309
	Iteration 43Q: 3 clusters Score -828051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -828058.312500 Penalty: 2659.716309
	Iteration 44Q: 3 clusters Score -828058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -828059.937500 Penalty: 2659.716309
	Iteration 45Q: 3 clusters Score -828059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -828061.500000 Penalty: 2659.716309
	Iteration 46Q: 3 clusters Score -828061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -828064.437500 Penalty: 2659.716309
	Iteration 47Q: 3 clusters Score -828064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -828065.687500 Penalty: 2659.716309
	Iteration 48Q: 3 clusters Score -828065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -828068.312500 Penalty: 2659.716309
	Iteration 49Q: 3 clusters Score -828068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -828070.750000 Penalty: 2659.716309
	Iteration 50Q: 3 clusters Score -828070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -828070.437500 Penalty: 2659.716309
	Iteration 51Q: 3 clusters Score -828070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -828070.125000 Penalty: 2659.716309
	Iteration 52Q: 3 clusters Score -828070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -828070.125000 Penalty: 2659.716309
	Iteration 53F: 3 clusters Score -828070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29060.986328 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29060.99 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29345.576172 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29345.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29424.595703 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29478.888672 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29478.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29494.894531 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29494.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29516.978516 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29516.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29533.466797 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29533.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29534.384766 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29534.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29534.384766 Penalty: 1821.400513
	Iteration 8F: 3 clusters Score -29534.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Entering Unmasked Estep 
Score: -7387629.500000 Penalty: 1652.034546
	Iteration 0F: 2 clusters Score -7387630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7344523.000000 Penalty: 3304.069092
	Iteration 0F: 3 clusters Score -7344523 nChanged 31002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -7361821.000000 Penalty: 3304.069092
	Iteration 1F: 3 clusters Score -7361821 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -7362860.000000 Penalty: 3304.069092
	Iteration 2Q: 3 clusters Score -7362860 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -7364116.000000 Penalty: 3304.069092
	Iteration 3Q: 3 clusters Score -7364116 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -7365806.500000 Penalty: 3304.069092
	Iteration 4F: 3 clusters Score -7365806 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -7367920.500000 Penalty: 3304.069092
	Iteration 5F: 3 clusters Score -7367920 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7370465.500000 Penalty: 3304.069092
	Iteration 6F: 3 clusters Score -7370466 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -7373206.000000 Penalty: 3304.069092
	Iteration 7F: 3 clusters Score -7373206 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -7375927.500000 Penalty: 3304.069092
	Iteration 8F: 3 clusters Score -7375928 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -7378202.000000 Penalty: 3304.069092
	Iteration 9F: 3 clusters Score -7378202 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -7379957.500000 Penalty: 3304.069092
	Iteration 10Q: 3 clusters Score -7379958 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -7381156.500000 Penalty: 3304.069092
	Iteration 11Q: 3 clusters Score -7381156 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -7382067.000000 Penalty: 3304.069092
	Iteration 12Q: 3 clusters Score -7382067 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -7382704.000000 Penalty: 3304.069092
	Iteration 13Q: 3 clusters Score -7382704 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -7383321.000000 Penalty: 3304.069092
	Iteration 14Q: 3 clusters Score -7383321 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -7383772.000000 Penalty: 3304.069092
	Iteration 15Q: 3 clusters Score -7383772 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -7384120.000000 Penalty: 3304.069092
	Iteration 16Q: 3 clusters Score -7384120 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -7384418.000000 Penalty: 3304.069092
	Iteration 17Q: 3 clusters Score -7384418 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7384689.500000 Penalty: 3304.069092
	Iteration 18Q: 3 clusters Score -7384690 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7384940.500000 Penalty: 3304.069092
	Iteration 19Q: 3 clusters Score -7384940 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -7385143.000000 Penalty: 3304.069092
	Iteration 20F: 3 clusters Score -7385143 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7385355.500000 Penalty: 3304.069092
	Iteration 21Q: 3 clusters Score -7385356 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -7385572.000000 Penalty: 3304.069092
	Iteration 22Q: 3 clusters Score -7385572 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -7385790.000000 Penalty: 3304.069092
	Iteration 23Q: 3 clusters Score -7385790 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -7385887.500000 Penalty: 3304.069092
	Iteration 24Q: 3 clusters Score -7385888 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -7386044.000000 Penalty: 3304.069092
	Iteration 25Q: 3 clusters Score -7386044 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -7386115.000000 Penalty: 3304.069092
	Iteration 26Q: 3 clusters Score -7386115 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -7386189.000000 Penalty: 3304.069092
	Iteration 27Q: 3 clusters Score -7386189 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -7386271.500000 Penalty: 3304.069092
	Iteration 28Q: 3 clusters Score -7386272 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7386329.500000 Penalty: 3304.069092
	Iteration 29Q: 3 clusters Score -7386330 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7386373.500000 Penalty: 3304.069092
	Iteration 30Q: 3 clusters Score -7386374 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7386460.000000 Penalty: 3304.069092
	Iteration 31Q: 3 clusters Score -7386460 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -7386543.000000 Penalty: 3304.069092
	Iteration 32Q: 3 clusters Score -7386543 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -7386614.000000 Penalty: 3304.069092
	Iteration 33Q: 3 clusters Score -7386614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7386682.000000 Penalty: 3304.069092
	Iteration 34Q: 3 clusters Score -7386682 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7386736.500000 Penalty: 3304.069092
	Iteration 35Q: 3 clusters Score -7386736 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -7386818.500000 Penalty: 3304.069092
	Iteration 36Q: 3 clusters Score -7386818 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -7386859.000000 Penalty: 3304.069092
	Iteration 37Q: 3 clusters Score -7386859 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -7386917.000000 Penalty: 3304.069092
	Iteration 38Q: 3 clusters Score -7386917 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7386940.500000 Penalty: 3304.069092
	Iteration 39Q: 3 clusters Score -7386940 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7386945.000000 Penalty: 3304.069092
	Iteration 40F: 3 clusters Score -7386945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -7386990.000000 Penalty: 3304.069092
	Iteration 41Q: 3 clusters Score -7386990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -7387002.000000 Penalty: 3304.069092
	Iteration 42Q: 3 clusters Score -7387002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -7387039.000000 Penalty: 3304.069092
	Iteration 43Q: 3 clusters Score -7387039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7387054.500000 Penalty: 3304.069092
	Iteration 44Q: 3 clusters Score -7387054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7387096.500000 Penalty: 3304.069092
	Iteration 45Q: 3 clusters Score -7387096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7387128.500000 Penalty: 3304.069092
	Iteration 46Q: 3 clusters Score -7387128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7387155.000000 Penalty: 3304.069092
	Iteration 47Q: 3 clusters Score -7387155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7387176.500000 Penalty: 3304.069092
	Iteration 48Q: 3 clusters Score -7387176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7387199.500000 Penalty: 3304.069092
	Iteration 49Q: 3 clusters Score -7387200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7387226.000000 Penalty: 3304.069092
	Iteration 50Q: 3 clusters Score -7387226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7387237.000000 Penalty: 3304.069092
	Iteration 51Q: 3 clusters Score -7387237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7387295.000000 Penalty: 3304.069092
	Iteration 52Q: 3 clusters Score -7387295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7387341.500000 Penalty: 3304.069092
	Iteration 53Q: 3 clusters Score -7387342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7387372.000000 Penalty: 3304.069092
	Iteration 54Q: 3 clusters Score -7387372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7387392.000000 Penalty: 3304.069092
	Iteration 55Q: 3 clusters Score -7387392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7387433.500000 Penalty: 3304.069092
	Iteration 56Q: 3 clusters Score -7387434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7387452.500000 Penalty: 3304.069092
	Iteration 57Q: 3 clusters Score -7387452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7387470.000000 Penalty: 3304.069092
	Iteration 58Q: 3 clusters Score -7387470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7387480.500000 Penalty: 3304.069092
	Iteration 59Q: 3 clusters Score -7387480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7387477.500000 Penalty: 3304.069092
	Iteration 60F: 3 clusters Score -7387478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7387487.500000 Penalty: 3304.069092
	Iteration 61Q: 3 clusters Score -7387488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7387508.500000 Penalty: 3304.069092
	Iteration 62Q: 3 clusters Score -7387508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7387499.500000 Penalty: 3304.069092
	Iteration 63Q: 3 clusters Score -7387500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7387502.000000 Penalty: 3304.069092
	Iteration 64Q: 3 clusters Score -7387502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7387524.000000 Penalty: 3304.069092
	Iteration 65Q: 3 clusters Score -7387524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7387515.500000 Penalty: 3304.069092
	Iteration 66Q: 3 clusters Score -7387516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7387514.000000 Penalty: 3304.069092
	Iteration 67Q: 3 clusters Score -7387514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7387519.500000 Penalty: 3304.069092
	Iteration 68Q: 3 clusters Score -7387520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7387508.500000 Penalty: 3304.069092
	Iteration 69Q: 3 clusters Score -7387508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -7387511.000000 Penalty: 3304.069092
	Iteration 70Q: 3 clusters Score -7387511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7387504.000000 Penalty: 3304.069092
	Iteration 71Q: 3 clusters Score -7387504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7387520.500000 Penalty: 3304.069092
	Iteration 72Q: 3 clusters Score -7387520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7387517.000000 Penalty: 3304.069092
	Iteration 73Q: 3 clusters Score -7387517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7387528.000000 Penalty: 3304.069092
	Iteration 74Q: 3 clusters Score -7387528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7387531.000000 Penalty: 3304.069092
	Iteration 75Q: 3 clusters Score -7387531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7387525.500000 Penalty: 3304.069092
	Iteration 76Q: 3 clusters Score -7387526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7387527.500000 Penalty: 3304.069092
	Iteration 77Q: 3 clusters Score -7387528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7387532.000000 Penalty: 3304.069092
	Iteration 78Q: 3 clusters Score -7387532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7387542.000000 Penalty: 3304.069092
	Iteration 79Q: 3 clusters Score -7387542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7387542.500000 Penalty: 3304.069092
	Iteration 80F: 3 clusters Score -7387542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7387545.000000 Penalty: 3304.069092
	Iteration 81Q: 3 clusters Score -7387545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7387547.500000 Penalty: 3304.069092
	Iteration 82Q: 3 clusters Score -7387548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7387548.000000 Penalty: 3304.069092
	Iteration 83Q: 3 clusters Score -7387548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7387544.500000 Penalty: 3304.069092
	Iteration 84Q: 3 clusters Score -7387544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7387541.000000 Penalty: 3304.069092
	Iteration 85Q: 3 clusters Score -7387541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7387532.000000 Penalty: 3304.069092
	Iteration 86Q: 3 clusters Score -7387532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7387533.500000 Penalty: 3304.069092
	Iteration 87Q: 3 clusters Score -7387534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7387541.000000 Penalty: 3304.069092
	Iteration 88Q: 3 clusters Score -7387541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7387529.000000 Penalty: 3304.069092
	Iteration 89Q: 3 clusters Score -7387529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7387531.000000 Penalty: 3304.069092
	Iteration 90Q: 3 clusters Score -7387531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7387539.000000 Penalty: 3304.069092
	Iteration 91Q: 3 clusters Score -7387539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7387540.000000 Penalty: 3304.069092
	Iteration 92Q: 3 clusters Score -7387540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7387541.000000 Penalty: 3304.069092
	Iteration 93Q: 3 clusters Score -7387541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7387547.500000 Penalty: 3304.069092
	Iteration 94Q: 3 clusters Score -7387548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7387547.500000 Penalty: 3304.069092
	Iteration 95Q: 3 clusters Score -7387548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7387554.000000 Penalty: 3304.069092
	Iteration 96Q: 3 clusters Score -7387554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7387558.000000 Penalty: 3304.069092
	Iteration 97Q: 3 clusters Score -7387558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7387552.500000 Penalty: 3304.069092
	Iteration 98Q: 3 clusters Score -7387552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7387549.000000 Penalty: 3304.069092
	Iteration 99Q: 3 clusters Score -7387549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -7387558.000000 Penalty: 3304.069092
	Iteration 100F: 3 clusters Score -7387558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7387560.000000 Penalty: 3304.069092
	Iteration 101Q: 3 clusters Score -7387560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7387550.500000 Penalty: 3304.069092
	Iteration 102Q: 3 clusters Score -7387550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7387551.500000 Penalty: 3304.069092
	Iteration 103Q: 3 clusters Score -7387552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7387555.500000 Penalty: 3304.069092
	Iteration 104Q: 3 clusters Score -7387556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7387558.500000 Penalty: 3304.069092
	Iteration 105Q: 3 clusters Score -7387558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7387555.000000 Penalty: 3304.069092
	Iteration 106Q: 3 clusters Score -7387555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7387555.000000 Penalty: 3304.069092
	Iteration 107F: 3 clusters Score -7387555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Entering Unmasked Estep 
Score: -8877701.000000 Penalty: 1672.400635
	Iteration 0F: 2 clusters Score -8877701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8828357.000000 Penalty: 3344.801270
	Iteration 0F: 3 clusters Score -8828357 nChanged 35560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -8848486.000000 Penalty: 3344.801270
	Iteration 1F: 3 clusters Score -8848486 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -8849247.000000 Penalty: 3344.801270
	Iteration 2Q: 3 clusters Score -8849247 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -8850210.000000 Penalty: 3344.801270
	Iteration 3Q: 3 clusters Score -8850210 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -8851668.000000 Penalty: 3344.801270
	Iteration 4Q: 3 clusters Score -8851668 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -8853866.000000 Penalty: 3344.801270
	Iteration 5F: 3 clusters Score -8853866 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -8857191.000000 Penalty: 3344.801270
	Iteration 6F: 3 clusters Score -8857191 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -8861788.000000 Penalty: 3344.801270
	Iteration 7F: 3 clusters Score -8861788 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -8866801.000000 Penalty: 3344.801270
	Iteration 8F: 3 clusters Score -8866801 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8870786.000000 Penalty: 3344.801270
	Iteration 9F: 3 clusters Score -8870786 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -8873375.000000 Penalty: 3344.801270
	Iteration 10Q: 3 clusters Score -8873375 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8874856.000000 Penalty: 3344.801270
	Iteration 11Q: 3 clusters Score -8874856 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8875525.000000 Penalty: 3344.801270
	Iteration 12Q: 3 clusters Score -8875525 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8875941.000000 Penalty: 3344.801270
	Iteration 13Q: 3 clusters Score -8875941 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8876144.000000 Penalty: 3344.801270
	Iteration 14Q: 3 clusters Score -8876144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8876239.000000 Penalty: 3344.801270
	Iteration 15Q: 3 clusters Score -8876239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8876304.000000 Penalty: 3344.801270
	Iteration 16Q: 3 clusters Score -8876304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8876328.000000 Penalty: 3344.801270
	Iteration 17Q: 3 clusters Score -8876328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8876350.000000 Penalty: 3344.801270
	Iteration 18Q: 3 clusters Score -8876350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8876363.000000 Penalty: 3344.801270
	Iteration 19Q: 3 clusters Score -8876363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8876381.000000 Penalty: 3344.801270
	Iteration 20F: 3 clusters Score -8876381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8876389.000000 Penalty: 3344.801270
	Iteration 21Q: 3 clusters Score -8876389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8876386.000000 Penalty: 3344.801270
	Iteration 22Q: 3 clusters Score -8876386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8876400.000000 Penalty: 3344.801270
	Iteration 23Q: 3 clusters Score -8876400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8876402.000000 Penalty: 3344.801270
	Iteration 24Q: 3 clusters Score -8876402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8876399.000000 Penalty: 3344.801270
	Iteration 25Q: 3 clusters Score -8876399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8876404.000000 Penalty: 3344.801270
	Iteration 26Q: 3 clusters Score -8876404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8876417.000000 Penalty: 3344.801270
	Iteration 27Q: 3 clusters Score -8876417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8876416.000000 Penalty: 3344.801270
	Iteration 28Q: 3 clusters Score -8876416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8876417.000000 Penalty: 3344.801270
	Iteration 29Q: 3 clusters Score -8876417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8876424.000000 Penalty: 3344.801270
	Iteration 30Q: 3 clusters Score -8876424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8876422.000000 Penalty: 3344.801270
	Iteration 31Q: 3 clusters Score -8876422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8876427.000000 Penalty: 3344.801270
	Iteration 32Q: 3 clusters Score -8876427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8876428.000000 Penalty: 3344.801270
	Iteration 33Q: 3 clusters Score -8876428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8876428.000000 Penalty: 3344.801270
	Iteration 34Q: 3 clusters Score -8876428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8876428.000000 Penalty: 3344.801270
	Iteration 35F: 3 clusters Score -8876428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -682396.875000 Penalty: 1299.366943
	Iteration 0F: 2 clusters Score -682396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -677937.562500 Penalty: 2598.733887
	Iteration 0F: 3 clusters Score -677937.6 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -679274.875000 Penalty: 2598.733887
	Iteration 1F: 3 clusters Score -679274.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -679500.750000 Penalty: 2598.733887
	Iteration 2F: 3 clusters Score -679500.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -679643.187500 Penalty: 2598.733887
	Iteration 3Q: 3 clusters Score -679643.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -679745.187500 Penalty: 2598.733887
	Iteration 4Q: 3 clusters Score -679745.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -679825.500000 Penalty: 2598.733887
	Iteration 5Q: 3 clusters Score -679825.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -679905.812500 Penalty: 2598.733887
	Iteration 6Q: 3 clusters Score -679905.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -679985.250000 Penalty: 2598.733887
	Iteration 7Q: 3 clusters Score -679985.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -680072.750000 Penalty: 2598.733887
	Iteration 8Q: 3 clusters Score -680072.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -680175.187500 Penalty: 2598.733887
	Iteration 9Q: 3 clusters Score -680175.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -680263.000000 Penalty: 2598.733887
	Iteration 10Q: 3 clusters Score -680263 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -680362.562500 Penalty: 2598.733887
	Iteration 11Q: 3 clusters Score -680362.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -680484.250000 Penalty: 2598.733887
	Iteration 12Q: 3 clusters Score -680484.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -680616.312500 Penalty: 2598.733887
	Iteration 13Q: 3 clusters Score -680616.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -680745.812500 Penalty: 2598.733887
	Iteration 14Q: 3 clusters Score -680745.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -680842.562500 Penalty: 2598.733887
	Iteration 15Q: 3 clusters Score -680842.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -680921.562500 Penalty: 2598.733887
	Iteration 16Q: 3 clusters Score -680921.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -681003.937500 Penalty: 2598.733887
	Iteration 17Q: 3 clusters Score -681003.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -681075.437500 Penalty: 2598.733887
	Iteration 18Q: 3 clusters Score -681075.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -681131.812500 Penalty: 2598.733887
	Iteration 19Q: 3 clusters Score -681131.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -681177.750000 Penalty: 2598.733887
	Iteration 20F: 3 clusters Score -681177.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -681223.562500 Penalty: 2598.733887
	Iteration 21Q: 3 clusters Score -681223.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -681255.187500 Penalty: 2598.733887
	Iteration 22Q: 3 clusters Score -681255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -681275.250000 Penalty: 2598.733887
	Iteration 23Q: 3 clusters Score -681275.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -681289.687500 Penalty: 2598.733887
	Iteration 24Q: 3 clusters Score -681289.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -681305.812500 Penalty: 2598.733887
	Iteration 25Q: 3 clusters Score -681305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -681318.562500 Penalty: 2598.733887
	Iteration 26Q: 3 clusters Score -681318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -681323.625000 Penalty: 2598.733887
	Iteration 27Q: 3 clusters Score -681323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -681328.187500 Penalty: 2598.733887
	Iteration 28Q: 3 clusters Score -681328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -681335.187500 Penalty: 2598.733887
	Iteration 29Q: 3 clusters Score -681335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -681340.750000 Penalty: 2598.733887
	Iteration 30Q: 3 clusters Score -681340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -681345.500000 Penalty: 2598.733887
	Iteration 31Q: 3 clusters Score -681345.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -681352.562500 Penalty: 2598.733887
	Iteration 32Q: 3 clusters Score -681352.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -681366.125000 Penalty: 2598.733887
	Iteration 33Q: 3 clusters Score -681366.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -681381.937500 Penalty: 2598.733887
	Iteration 34Q: 3 clusters Score -681381.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -681395.625000 Penalty: 2598.733887
	Iteration 35Q: 3 clusters Score -681395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -681404.187500 Penalty: 2598.733887
	Iteration 36Q: 3 clusters Score -681404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -681410.437500 Penalty: 2598.733887
	Iteration 37Q: 3 clusters Score -681410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -681416.937500 Penalty: 2598.733887
	Iteration 38Q: 3 clusters Score -681416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -681421.375000 Penalty: 2598.733887
	Iteration 39Q: 3 clusters Score -681421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -681421.562500 Penalty: 2598.733887
	Iteration 40F: 3 clusters Score -681421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -681422.875000 Penalty: 2598.733887
	Iteration 41Q: 3 clusters Score -681422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -681423.187500 Penalty: 2598.733887
	Iteration 42Q: 3 clusters Score -681423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -681424.500000 Penalty: 2598.733887
	Iteration 43Q: 3 clusters Score -681424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -681424.500000 Penalty: 2598.733887
	Iteration 44F: 3 clusters Score -681424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Entering Unmasked Estep 
Score: -4965265.000000 Penalty: 1584.371826
	Iteration 0F: 2 clusters Score -4965265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4937813.500000 Penalty: 3168.743652
	Iteration 0F: 3 clusters Score -4937814 nChanged 19288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4948376.500000 Penalty: 3168.743652
	Iteration 1F: 3 clusters Score -4948376 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4948831.000000 Penalty: 3168.743652
	Iteration 2Q: 3 clusters Score -4948831 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4949189.000000 Penalty: 3168.743652
	Iteration 3Q: 3 clusters Score -4949189 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4949515.500000 Penalty: 3168.743652
	Iteration 4Q: 3 clusters Score -4949516 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4949851.000000 Penalty: 3168.743652
	Iteration 5Q: 3 clusters Score -4949851 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4950195.000000 Penalty: 3168.743652
	Iteration 6Q: 3 clusters Score -4950195 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4950674.000000 Penalty: 3168.743652
	Iteration 7Q: 3 clusters Score -4950674 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4951391.500000 Penalty: 3168.743652
	Iteration 8Q: 3 clusters Score -4951392 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4952191.500000 Penalty: 3168.743652
	Iteration 9Q: 3 clusters Score -4952192 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4953174.000000 Penalty: 3168.743652
	Iteration 10Q: 3 clusters Score -4953174 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4954214.000000 Penalty: 3168.743652
	Iteration 11Q: 3 clusters Score -4954214 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4955218.500000 Penalty: 3168.743652
	Iteration 12Q: 3 clusters Score -4955218 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4956113.500000 Penalty: 3168.743652
	Iteration 13Q: 3 clusters Score -4956114 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4956824.000000 Penalty: 3168.743652
	Iteration 14Q: 3 clusters Score -4956824 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -4957292.500000 Penalty: 3168.743652
	Iteration 15Q: 3 clusters Score -4957292 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4957513.000000 Penalty: 3168.743652
	Iteration 16Q: 3 clusters Score -4957513 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4957610.000000 Penalty: 3168.743652
	Iteration 17Q: 3 clusters Score -4957610 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4957658.500000 Penalty: 3168.743652
	Iteration 18Q: 3 clusters Score -4957658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4957708.000000 Penalty: 3168.743652
	Iteration 19Q: 3 clusters Score -4957708 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4957740.500000 Penalty: 3168.743652
	Iteration 20F: 3 clusters Score -4957740 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4957760.500000 Penalty: 3168.743652
	Iteration 21Q: 3 clusters Score -4957760 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -4957767.500000 Penalty: 3168.743652
	Iteration 22Q: 3 clusters Score -4957768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4957772.000000 Penalty: 3168.743652
	Iteration 23Q: 3 clusters Score -4957772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -4957793.500000 Penalty: 3168.743652
	Iteration 24Q: 3 clusters Score -4957794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4957793.000000 Penalty: 3168.743652
	Iteration 25Q: 3 clusters Score -4957793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4957810.500000 Penalty: 3168.743652
	Iteration 26Q: 3 clusters Score -4957810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4957817.500000 Penalty: 3168.743652
	Iteration 27Q: 3 clusters Score -4957818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4957829.000000 Penalty: 3168.743652
	Iteration 28Q: 3 clusters Score -4957829 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4957832.500000 Penalty: 3168.743652
	Iteration 29Q: 3 clusters Score -4957832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4957851.500000 Penalty: 3168.743652
	Iteration 30Q: 3 clusters Score -4957852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4957870.000000 Penalty: 3168.743652
	Iteration 31Q: 3 clusters Score -4957870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4957877.000000 Penalty: 3168.743652
	Iteration 32Q: 3 clusters Score -4957877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4957874.000000 Penalty: 3168.743652
	Iteration 33Q: 3 clusters Score -4957874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -4957900.500000 Penalty: 3168.743652
	Iteration 34Q: 3 clusters Score -4957900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4957913.500000 Penalty: 3168.743652
	Iteration 35Q: 3 clusters Score -4957914 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -4957934.000000 Penalty: 3168.743652
	Iteration 36Q: 3 clusters Score -4957934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4957955.000000 Penalty: 3168.743652
	Iteration 37Q: 3 clusters Score -4957955 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4957957.000000 Penalty: 3168.743652
	Iteration 38Q: 3 clusters Score -4957957 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4957978.500000 Penalty: 3168.743652
	Iteration 39Q: 3 clusters Score -4957978 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4958000.000000 Penalty: 3168.743652
	Iteration 40F: 3 clusters Score -4958000 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -4958034.500000 Penalty: 3168.743652
	Iteration 41Q: 3 clusters Score -4958034 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4958055.000000 Penalty: 3168.743652
	Iteration 42Q: 3 clusters Score -4958055 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4958077.500000 Penalty: 3168.743652
	Iteration 43Q: 3 clusters Score -4958078 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4958082.500000 Penalty: 3168.743652
	Iteration 44Q: 3 clusters Score -4958082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4958095.500000 Penalty: 3168.743652
	Iteration 45Q: 3 clusters Score -4958096 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4958133.500000 Penalty: 3168.743652
	Iteration 46Q: 3 clusters Score -4958134 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4958167.000000 Penalty: 3168.743652
	Iteration 47Q: 3 clusters Score -4958167 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4958220.000000 Penalty: 3168.743652
	Iteration 48Q: 3 clusters Score -4958220 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4958238.000000 Penalty: 3168.743652
	Iteration 49Q: 3 clusters Score -4958238 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4958283.000000 Penalty: 3168.743652
	Iteration 50Q: 3 clusters Score -4958283 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4958344.500000 Penalty: 3168.743652
	Iteration 51Q: 3 clusters Score -4958344 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4958399.500000 Penalty: 3168.743652
	Iteration 52Q: 3 clusters Score -4958400 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4958483.500000 Penalty: 3168.743652
	Iteration 53Q: 3 clusters Score -4958484 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4958582.500000 Penalty: 3168.743652
	Iteration 54Q: 3 clusters Score -4958582 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4958705.500000 Penalty: 3168.743652
	Iteration 55Q: 3 clusters Score -4958706 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4958827.000000 Penalty: 3168.743652
	Iteration 56Q: 3 clusters Score -4958827 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4958961.500000 Penalty: 3168.743652
	Iteration 57Q: 3 clusters Score -4958962 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4959124.000000 Penalty: 3168.743652
	Iteration 58Q: 3 clusters Score -4959124 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4959369.000000 Penalty: 3168.743652
	Iteration 59Q: 3 clusters Score -4959369 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4959647.000000 Penalty: 3168.743652
	Iteration 60F: 3 clusters Score -4959647 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -4959964.000000 Penalty: 3168.743652
	Iteration 61Q: 3 clusters Score -4959964 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4960340.500000 Penalty: 3168.743652
	Iteration 62Q: 3 clusters Score -4960340 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4960771.500000 Penalty: 3168.743652
	Iteration 63Q: 3 clusters Score -4960772 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4961255.000000 Penalty: 3168.743652
	Iteration 64Q: 3 clusters Score -4961255 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -4961788.500000 Penalty: 3168.743652
	Iteration 65Q: 3 clusters Score -4961788 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4962335.500000 Penalty: 3168.743652
	Iteration 66Q: 3 clusters Score -4962336 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4962885.000000 Penalty: 3168.743652
	Iteration 67Q: 3 clusters Score -4962885 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4963391.000000 Penalty: 3168.743652
	Iteration 68Q: 3 clusters Score -4963391 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4963813.000000 Penalty: 3168.743652
	Iteration 69Q: 3 clusters Score -4963813 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4964202.500000 Penalty: 3168.743652
	Iteration 70Q: 3 clusters Score -4964202 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4964468.000000 Penalty: 3168.743652
	Iteration 71Q: 3 clusters Score -4964468 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4964690.500000 Penalty: 3168.743652
	Iteration 72Q: 3 clusters Score -4964690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4964854.500000 Penalty: 3168.743652
	Iteration 73Q: 3 clusters Score -4964854 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4964992.000000 Penalty: 3168.743652
	Iteration 74Q: 3 clusters Score -4964992 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4965075.500000 Penalty: 3168.743652
	Iteration 75Q: 3 clusters Score -4965076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4965121.000000 Penalty: 3168.743652
	Iteration 76Q: 3 clusters Score -4965121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4965159.500000 Penalty: 3168.743652
	Iteration 77Q: 3 clusters Score -4965160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4965179.000000 Penalty: 3168.743652
	Iteration 78Q: 3 clusters Score -4965179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4965195.000000 Penalty: 3168.743652
	Iteration 79Q: 3 clusters Score -4965195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4965245.000000 Penalty: 3168.743652
	Iteration 80F: 3 clusters Score -4965245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4965275.500000 Penalty: 3168.743652
	Iteration 81Q: 3 clusters Score -4965276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4965300.500000 Penalty: 3168.743652
	Iteration 82Q: 3 clusters Score -4965300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4965323.500000 Penalty: 3168.743652
	Iteration 83Q: 3 clusters Score -4965324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4965327.000000 Penalty: 3168.743652
	Iteration 84Q: 3 clusters Score -4965327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4965343.500000 Penalty: 3168.743652
	Iteration 85Q: 3 clusters Score -4965344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4965347.000000 Penalty: 3168.743652
	Iteration 86Q: 3 clusters Score -4965347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4965359.500000 Penalty: 3168.743652
	Iteration 87Q: 3 clusters Score -4965360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4965361.500000 Penalty: 3168.743652
	Iteration 88Q: 3 clusters Score -4965362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4965369.000000 Penalty: 3168.743652
	Iteration 89Q: 3 clusters Score -4965369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4965375.500000 Penalty: 3168.743652
	Iteration 90Q: 3 clusters Score -4965376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4965372.000000 Penalty: 3168.743652
	Iteration 91Q: 3 clusters Score -4965372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4965373.500000 Penalty: 3168.743652
	Iteration 92Q: 3 clusters Score -4965374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4965378.000000 Penalty: 3168.743652
	Iteration 93Q: 3 clusters Score -4965378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4965378.000000 Penalty: 3168.743652
	Iteration 94Q: 3 clusters Score -4965378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4965379.500000 Penalty: 3168.743652
	Iteration 95Q: 3 clusters Score -4965380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4965381.000000 Penalty: 3168.743652
	Iteration 96Q: 3 clusters Score -4965381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4965380.000000 Penalty: 3168.743652
	Iteration 97Q: 3 clusters Score -4965380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4965380.000000 Penalty: 3168.743652
	Iteration 98F: 3 clusters Score -4965380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 69418 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66329 members 
Mstep: Class 11 contains 76058 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 40339 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27207 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8145 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52834 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114198 members 
Mstep: Class 36 contains 6329 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10479 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5667 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46644 members 
Mstep: Class 54 contains 8736 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2452 members 
Mstep: Class 57 contains 1755 members 
Entering Unmasked Estep 
Score: -111088384.000000 Penalty: 117209.742188
Splitting cluster 13 changes total score from -111089096.000000 to -111088384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (73014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Entering Unmasked Estep 
Score: -8516023.000000 Penalty: 1666.322876
	Iteration 0F: 2 clusters Score -8516023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8468461.000000 Penalty: 3332.645752
	Iteration 0F: 3 clusters Score -8468461 nChanged 34229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -8488054.000000 Penalty: 3332.645752
	Iteration 1F: 3 clusters Score -8488054 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -8489085.000000 Penalty: 3332.645752
	Iteration 2Q: 3 clusters Score -8489085 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8490624.000000 Penalty: 3332.645752
	Iteration 3Q: 3 clusters Score -8490624 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8493142.000000 Penalty: 3332.645752
	Iteration 4F: 3 clusters Score -8493142 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -8496806.000000 Penalty: 3332.645752
	Iteration 5F: 3 clusters Score -8496806 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -8501284.000000 Penalty: 3332.645752
	Iteration 6F: 3 clusters Score -8501284 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8505775.000000 Penalty: 3332.645752
	Iteration 7F: 3 clusters Score -8505775 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -8509472.000000 Penalty: 3332.645752
	Iteration 8F: 3 clusters Score -8509472 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -8511957.000000 Penalty: 3332.645752
	Iteration 9Q: 3 clusters Score -8511957 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -8513474.000000 Penalty: 3332.645752
	Iteration 10Q: 3 clusters Score -8513474 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -8514153.000000 Penalty: 3332.645752
	Iteration 11Q: 3 clusters Score -8514153 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -8514423.000000 Penalty: 3332.645752
	Iteration 12Q: 3 clusters Score -8514423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -8514529.000000 Penalty: 3332.645752
	Iteration 13Q: 3 clusters Score -8514529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -8514585.000000 Penalty: 3332.645752
	Iteration 14Q: 3 clusters Score -8514585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -8514629.000000 Penalty: 3332.645752
	Iteration 15Q: 3 clusters Score -8514629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -8514662.000000 Penalty: 3332.645752
	Iteration 16Q: 3 clusters Score -8514662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -8514673.000000 Penalty: 3332.645752
	Iteration 17Q: 3 clusters Score -8514673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -8514684.000000 Penalty: 3332.645752
	Iteration 18Q: 3 clusters Score -8514684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -8514694.000000 Penalty: 3332.645752
	Iteration 19Q: 3 clusters Score -8514694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -8514699.000000 Penalty: 3332.645752
	Iteration 20F: 3 clusters Score -8514699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -8514702.000000 Penalty: 3332.645752
	Iteration 21Q: 3 clusters Score -8514702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -8514714.000000 Penalty: 3332.645752
	Iteration 22Q: 3 clusters Score -8514714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -8514716.000000 Penalty: 3332.645752
	Iteration 23Q: 3 clusters Score -8514716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -8514718.000000 Penalty: 3332.645752
	Iteration 24Q: 3 clusters Score -8514718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -8514727.000000 Penalty: 3332.645752
	Iteration 25Q: 3 clusters Score -8514727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8514724.000000 Penalty: 3332.645752
	Iteration 26Q: 3 clusters Score -8514724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -8514733.000000 Penalty: 3332.645752
	Iteration 27Q: 3 clusters Score -8514733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -8514744.000000 Penalty: 3332.645752
	Iteration 28Q: 3 clusters Score -8514744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -8514738.000000 Penalty: 3332.645752
	Iteration 29Q: 3 clusters Score -8514738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8514741.000000 Penalty: 3332.645752
	Iteration 30Q: 3 clusters Score -8514741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8514741.000000 Penalty: 3332.645752
	Iteration 31F: 3 clusters Score -8514741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Entering Unmasked Estep 
Score: -1209814.750000 Penalty: 1382.404419
	Iteration 0F: 2 clusters Score -1209815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1202525.625000 Penalty: 2764.808838
	Iteration 0F: 3 clusters Score -1202526 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1204907.875000 Penalty: 2764.808838
	Iteration 1F: 3 clusters Score -1204908 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1205260.125000 Penalty: 2764.808838
	Iteration 2F: 3 clusters Score -1205260 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1205507.000000 Penalty: 2764.808838
	Iteration 3F: 3 clusters Score -1205507 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1205702.875000 Penalty: 2764.808838
	Iteration 4Q: 3 clusters Score -1205703 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1205884.500000 Penalty: 2764.808838
	Iteration 5Q: 3 clusters Score -1205884 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1206041.750000 Penalty: 2764.808838
	Iteration 6Q: 3 clusters Score -1206042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1206186.000000 Penalty: 2764.808838
	Iteration 7Q: 3 clusters Score -1206186 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1206313.750000 Penalty: 2764.808838
	Iteration 8Q: 3 clusters Score -1206314 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1206448.625000 Penalty: 2764.808838
	Iteration 9Q: 3 clusters Score -1206449 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1206590.125000 Penalty: 2764.808838
	Iteration 10Q: 3 clusters Score -1206590 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1206721.000000 Penalty: 2764.808838
	Iteration 11Q: 3 clusters Score -1206721 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1206857.000000 Penalty: 2764.808838
	Iteration 12Q: 3 clusters Score -1206857 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1206997.000000 Penalty: 2764.808838
	Iteration 13Q: 3 clusters Score -1206997 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1207116.000000 Penalty: 2764.808838
	Iteration 14Q: 3 clusters Score -1207116 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1207230.000000 Penalty: 2764.808838
	Iteration 15Q: 3 clusters Score -1207230 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1207335.250000 Penalty: 2764.808838
	Iteration 16Q: 3 clusters Score -1207335 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1207423.625000 Penalty: 2764.808838
	Iteration 17Q: 3 clusters Score -1207424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1207509.625000 Penalty: 2764.808838
	Iteration 18Q: 3 clusters Score -1207510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1207585.750000 Penalty: 2764.808838
	Iteration 19Q: 3 clusters Score -1207586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1207660.250000 Penalty: 2764.808838
	Iteration 20F: 3 clusters Score -1207660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1207722.375000 Penalty: 2764.808838
	Iteration 21Q: 3 clusters Score -1207722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1207781.000000 Penalty: 2764.808838
	Iteration 22Q: 3 clusters Score -1207781 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1207848.000000 Penalty: 2764.808838
	Iteration 23Q: 3 clusters Score -1207848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1207920.375000 Penalty: 2764.808838
	Iteration 24Q: 3 clusters Score -1207920 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1207990.125000 Penalty: 2764.808838
	Iteration 25Q: 3 clusters Score -1207990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1208041.750000 Penalty: 2764.808838
	Iteration 26Q: 3 clusters Score -1208042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1208104.875000 Penalty: 2764.808838
	Iteration 27Q: 3 clusters Score -1208105 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1208158.875000 Penalty: 2764.808838
	Iteration 28Q: 3 clusters Score -1208159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1208205.500000 Penalty: 2764.808838
	Iteration 29Q: 3 clusters Score -1208206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1208253.125000 Penalty: 2764.808838
	Iteration 30Q: 3 clusters Score -1208253 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1208298.000000 Penalty: 2764.808838
	Iteration 31Q: 3 clusters Score -1208298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1208351.000000 Penalty: 2764.808838
	Iteration 32Q: 3 clusters Score -1208351 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1208398.625000 Penalty: 2764.808838
	Iteration 33Q: 3 clusters Score -1208399 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1208452.250000 Penalty: 2764.808838
	Iteration 34Q: 3 clusters Score -1208452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1208511.375000 Penalty: 2764.808838
	Iteration 35Q: 3 clusters Score -1208511 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1208568.500000 Penalty: 2764.808838
	Iteration 36Q: 3 clusters Score -1208568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1208623.250000 Penalty: 2764.808838
	Iteration 37Q: 3 clusters Score -1208623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1208679.375000 Penalty: 2764.808838
	Iteration 38Q: 3 clusters Score -1208679 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1208738.250000 Penalty: 2764.808838
	Iteration 39Q: 3 clusters Score -1208738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1208801.625000 Penalty: 2764.808838
	Iteration 40F: 3 clusters Score -1208802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1208875.875000 Penalty: 2764.808838
	Iteration 41Q: 3 clusters Score -1208876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1208946.000000 Penalty: 2764.808838
	Iteration 42Q: 3 clusters Score -1208946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1209016.500000 Penalty: 2764.808838
	Iteration 43Q: 3 clusters Score -1209016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1209098.750000 Penalty: 2764.808838
	Iteration 44Q: 3 clusters Score -1209099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1209162.375000 Penalty: 2764.808838
	Iteration 45Q: 3 clusters Score -1209162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1209208.750000 Penalty: 2764.808838
	Iteration 46Q: 3 clusters Score -1209209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1209246.250000 Penalty: 2764.808838
	Iteration 47Q: 3 clusters Score -1209246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1209263.875000 Penalty: 2764.808838
	Iteration 48Q: 3 clusters Score -1209264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1209280.500000 Penalty: 2764.808838
	Iteration 49Q: 3 clusters Score -1209280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1209286.250000 Penalty: 2764.808838
	Iteration 50Q: 3 clusters Score -1209286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1209295.875000 Penalty: 2764.808838
	Iteration 51Q: 3 clusters Score -1209296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1209301.500000 Penalty: 2764.808838
	Iteration 52Q: 3 clusters Score -1209302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1209307.250000 Penalty: 2764.808838
	Iteration 53Q: 3 clusters Score -1209307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1209307.500000 Penalty: 2764.808838
	Iteration 54Q: 3 clusters Score -1209308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1209309.500000 Penalty: 2764.808838
	Iteration 55Q: 3 clusters Score -1209310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1209308.500000 Penalty: 2764.808838
	Iteration 56Q: 3 clusters Score -1209308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1209308.875000 Penalty: 2764.808838
	Iteration 57Q: 3 clusters Score -1209309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1209310.375000 Penalty: 2764.808838
	Iteration 58Q: 3 clusters Score -1209310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1209310.375000 Penalty: 2764.808838
	Iteration 59F: 3 clusters Score -1209310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Entering Unmasked Estep 
Score: -1175955.500000 Penalty: 1379.337524
	Iteration 0F: 2 clusters Score -1175956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1168859.875000 Penalty: 2758.675049
	Iteration 0F: 3 clusters Score -1168860 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1171500.625000 Penalty: 2758.675049
	Iteration 1F: 3 clusters Score -1171501 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1172009.000000 Penalty: 2758.675049
	Iteration 2F: 3 clusters Score -1172009 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1172383.375000 Penalty: 2758.675049
	Iteration 3F: 3 clusters Score -1172383 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1172686.875000 Penalty: 2758.675049
	Iteration 4F: 3 clusters Score -1172687 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1172961.500000 Penalty: 2758.675049
	Iteration 5Q: 3 clusters Score -1172962 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1173235.125000 Penalty: 2758.675049
	Iteration 6Q: 3 clusters Score -1173235 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1173515.750000 Penalty: 2758.675049
	Iteration 7Q: 3 clusters Score -1173516 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1173783.375000 Penalty: 2758.675049
	Iteration 8Q: 3 clusters Score -1173783 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1174000.875000 Penalty: 2758.675049
	Iteration 9Q: 3 clusters Score -1174001 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1174173.250000 Penalty: 2758.675049
	Iteration 10Q: 3 clusters Score -1174173 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1174304.750000 Penalty: 2758.675049
	Iteration 11Q: 3 clusters Score -1174305 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1174400.125000 Penalty: 2758.675049
	Iteration 12Q: 3 clusters Score -1174400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1174470.625000 Penalty: 2758.675049
	Iteration 13Q: 3 clusters Score -1174471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1174518.250000 Penalty: 2758.675049
	Iteration 14Q: 3 clusters Score -1174518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1174558.875000 Penalty: 2758.675049
	Iteration 15Q: 3 clusters Score -1174559 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1174608.000000 Penalty: 2758.675049
	Iteration 16Q: 3 clusters Score -1174608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1174646.625000 Penalty: 2758.675049
	Iteration 17Q: 3 clusters Score -1174647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1174675.625000 Penalty: 2758.675049
	Iteration 18Q: 3 clusters Score -1174676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1174698.625000 Penalty: 2758.675049
	Iteration 19Q: 3 clusters Score -1174699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1174729.625000 Penalty: 2758.675049
	Iteration 20F: 3 clusters Score -1174730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1174748.375000 Penalty: 2758.675049
	Iteration 21Q: 3 clusters Score -1174748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1174770.500000 Penalty: 2758.675049
	Iteration 22Q: 3 clusters Score -1174770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1174797.250000 Penalty: 2758.675049
	Iteration 23Q: 3 clusters Score -1174797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1174816.750000 Penalty: 2758.675049
	Iteration 24Q: 3 clusters Score -1174817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1174836.750000 Penalty: 2758.675049
	Iteration 25Q: 3 clusters Score -1174837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1174850.750000 Penalty: 2758.675049
	Iteration 26Q: 3 clusters Score -1174851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1174866.500000 Penalty: 2758.675049
	Iteration 27Q: 3 clusters Score -1174866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1174878.375000 Penalty: 2758.675049
	Iteration 28Q: 3 clusters Score -1174878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1174889.000000 Penalty: 2758.675049
	Iteration 29Q: 3 clusters Score -1174889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1174897.000000 Penalty: 2758.675049
	Iteration 30Q: 3 clusters Score -1174897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1174905.125000 Penalty: 2758.675049
	Iteration 31Q: 3 clusters Score -1174905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1174920.875000 Penalty: 2758.675049
	Iteration 32Q: 3 clusters Score -1174921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1174939.125000 Penalty: 2758.675049
	Iteration 33Q: 3 clusters Score -1174939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1174958.250000 Penalty: 2758.675049
	Iteration 34Q: 3 clusters Score -1174958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1174975.125000 Penalty: 2758.675049
	Iteration 35Q: 3 clusters Score -1174975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1174993.625000 Penalty: 2758.675049
	Iteration 36Q: 3 clusters Score -1174994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1174997.375000 Penalty: 2758.675049
	Iteration 37Q: 3 clusters Score -1174997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1175016.250000 Penalty: 2758.675049
	Iteration 38Q: 3 clusters Score -1175016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1175030.125000 Penalty: 2758.675049
	Iteration 39Q: 3 clusters Score -1175030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1175038.250000 Penalty: 2758.675049
	Iteration 40F: 3 clusters Score -1175038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1175038.625000 Penalty: 2758.675049
	Iteration 41Q: 3 clusters Score -1175039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1175051.750000 Penalty: 2758.675049
	Iteration 42Q: 3 clusters Score -1175052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1175056.250000 Penalty: 2758.675049
	Iteration 43Q: 3 clusters Score -1175056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1175067.875000 Penalty: 2758.675049
	Iteration 44Q: 3 clusters Score -1175068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1175074.750000 Penalty: 2758.675049
	Iteration 45Q: 3 clusters Score -1175075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1175077.500000 Penalty: 2758.675049
	Iteration 46Q: 3 clusters Score -1175078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1175087.750000 Penalty: 2758.675049
	Iteration 47Q: 3 clusters Score -1175088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1175094.500000 Penalty: 2758.675049
	Iteration 48Q: 3 clusters Score -1175094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1175102.875000 Penalty: 2758.675049
	Iteration 49Q: 3 clusters Score -1175103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1175109.500000 Penalty: 2758.675049
	Iteration 50Q: 3 clusters Score -1175110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1175116.375000 Penalty: 2758.675049
	Iteration 51Q: 3 clusters Score -1175116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1175124.000000 Penalty: 2758.675049
	Iteration 52Q: 3 clusters Score -1175124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1175128.500000 Penalty: 2758.675049
	Iteration 53Q: 3 clusters Score -1175128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1175134.375000 Penalty: 2758.675049
	Iteration 54Q: 3 clusters Score -1175134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1175140.625000 Penalty: 2758.675049
	Iteration 55Q: 3 clusters Score -1175141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1175149.625000 Penalty: 2758.675049
	Iteration 56Q: 3 clusters Score -1175150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1175155.125000 Penalty: 2758.675049
	Iteration 57Q: 3 clusters Score -1175155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1175159.750000 Penalty: 2758.675049
	Iteration 58Q: 3 clusters Score -1175160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1175163.875000 Penalty: 2758.675049
	Iteration 59Q: 3 clusters Score -1175164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1175165.750000 Penalty: 2758.675049
	Iteration 60F: 3 clusters Score -1175166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1175168.125000 Penalty: 2758.675049
	Iteration 61Q: 3 clusters Score -1175168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1175171.625000 Penalty: 2758.675049
	Iteration 62Q: 3 clusters Score -1175172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1175173.125000 Penalty: 2758.675049
	Iteration 63Q: 3 clusters Score -1175173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1175178.750000 Penalty: 2758.675049
	Iteration 64Q: 3 clusters Score -1175179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1175176.625000 Penalty: 2758.675049
	Iteration 65Q: 3 clusters Score -1175177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1175181.500000 Penalty: 2758.675049
	Iteration 66Q: 3 clusters Score -1175182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1175183.125000 Penalty: 2758.675049
	Iteration 67Q: 3 clusters Score -1175183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1175183.250000 Penalty: 2758.675049
	Iteration 68Q: 3 clusters Score -1175183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1175181.500000 Penalty: 2758.675049
	Iteration 69Q: 3 clusters Score -1175182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1175183.125000 Penalty: 2758.675049
	Iteration 70Q: 3 clusters Score -1175183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1175183.125000 Penalty: 2758.675049
	Iteration 71F: 3 clusters Score -1175183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -158349.796875 Penalty: 1100.117554
	Iteration 0F: 2 clusters Score -158349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -156705.359375 Penalty: 2200.235107
	Iteration 0F: 3 clusters Score -156705.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -157183.031250 Penalty: 2200.235107
	Iteration 1F: 3 clusters Score -157183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -157369.421875 Penalty: 2200.235107
	Iteration 2F: 3 clusters Score -157369.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -157454.281250 Penalty: 2200.235107
	Iteration 3Q: 3 clusters Score -157454.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -157505.875000 Penalty: 2200.235107
	Iteration 4Q: 3 clusters Score -157505.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -157542.781250 Penalty: 2200.235107
	Iteration 5Q: 3 clusters Score -157542.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157571.687500 Penalty: 2200.235107
	Iteration 6Q: 3 clusters Score -157571.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -157608.109375 Penalty: 2200.235107
	Iteration 7Q: 3 clusters Score -157608.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -157629.765625 Penalty: 2200.235107
	Iteration 8Q: 3 clusters Score -157629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157645.671875 Penalty: 2200.235107
	Iteration 9Q: 3 clusters Score -157645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -157656.390625 Penalty: 2200.235107
	Iteration 10Q: 3 clusters Score -157656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157666.625000 Penalty: 2200.235107
	Iteration 11Q: 3 clusters Score -157666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -157671.234375 Penalty: 2200.235107
	Iteration 12Q: 3 clusters Score -157671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -157674.390625 Penalty: 2200.235107
	Iteration 13Q: 3 clusters Score -157674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -157676.500000 Penalty: 2200.235107
	Iteration 14Q: 3 clusters Score -157676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157677.859375 Penalty: 2200.235107
	Iteration 15Q: 3 clusters Score -157677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157679.750000 Penalty: 2200.235107
	Iteration 16Q: 3 clusters Score -157679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -157681.359375 Penalty: 2200.235107
	Iteration 17Q: 3 clusters Score -157681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157681.484375 Penalty: 2200.235107
	Iteration 18Q: 3 clusters Score -157681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157681.484375 Penalty: 2200.235107
	Iteration 19F: 3 clusters Score -157681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Entering Unmasked Estep 
Score: -3779536.500000 Penalty: 1545.065308
	Iteration 0F: 2 clusters Score -3779536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3758534.000000 Penalty: 3090.130615
	Iteration 0F: 3 clusters Score -3758534 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3766427.500000 Penalty: 3090.130615
	Iteration 1F: 3 clusters Score -3766428 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3766843.250000 Penalty: 3090.130615
	Iteration 2Q: 3 clusters Score -3766843 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3767197.500000 Penalty: 3090.130615
	Iteration 3Q: 3 clusters Score -3767198 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3767526.750000 Penalty: 3090.130615
	Iteration 4Q: 3 clusters Score -3767527 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3767850.750000 Penalty: 3090.130615
	Iteration 5Q: 3 clusters Score -3767851 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3768184.750000 Penalty: 3090.130615
	Iteration 6Q: 3 clusters Score -3768185 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3768525.500000 Penalty: 3090.130615
	Iteration 7Q: 3 clusters Score -3768526 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3768956.750000 Penalty: 3090.130615
	Iteration 8Q: 3 clusters Score -3768957 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3769604.750000 Penalty: 3090.130615
	Iteration 9Q: 3 clusters Score -3769605 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3770534.750000 Penalty: 3090.130615
	Iteration 10F: 3 clusters Score -3770535 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3771900.750000 Penalty: 3090.130615
	Iteration 11F: 3 clusters Score -3771901 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3773590.750000 Penalty: 3090.130615
	Iteration 12F: 3 clusters Score -3773591 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3775084.500000 Penalty: 3090.130615
	Iteration 13F: 3 clusters Score -3775084 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3776260.500000 Penalty: 3090.130615
	Iteration 14Q: 3 clusters Score -3776260 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3777035.250000 Penalty: 3090.130615
	Iteration 15Q: 3 clusters Score -3777035 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3777468.500000 Penalty: 3090.130615
	Iteration 16Q: 3 clusters Score -3777468 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3777711.500000 Penalty: 3090.130615
	Iteration 17Q: 3 clusters Score -3777712 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3777849.750000 Penalty: 3090.130615
	Iteration 18Q: 3 clusters Score -3777850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3777917.250000 Penalty: 3090.130615
	Iteration 19Q: 3 clusters Score -3777917 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3777979.750000 Penalty: 3090.130615
	Iteration 20F: 3 clusters Score -3777980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3778040.000000 Penalty: 3090.130615
	Iteration 21Q: 3 clusters Score -3778040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3778091.750000 Penalty: 3090.130615
	Iteration 22Q: 3 clusters Score -3778092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3778129.500000 Penalty: 3090.130615
	Iteration 23Q: 3 clusters Score -3778130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3778151.750000 Penalty: 3090.130615
	Iteration 24Q: 3 clusters Score -3778152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3778170.000000 Penalty: 3090.130615
	Iteration 25Q: 3 clusters Score -3778170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -3778182.500000 Penalty: 3090.130615
	Iteration 26Q: 3 clusters Score -3778182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3778206.000000 Penalty: 3090.130615
	Iteration 27Q: 3 clusters Score -3778206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3778227.000000 Penalty: 3090.130615
	Iteration 28Q: 3 clusters Score -3778227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3778255.000000 Penalty: 3090.130615
	Iteration 29Q: 3 clusters Score -3778255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3778260.000000 Penalty: 3090.130615
	Iteration 30Q: 3 clusters Score -3778260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3778272.500000 Penalty: 3090.130615
	Iteration 31Q: 3 clusters Score -3778272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3778278.750000 Penalty: 3090.130615
	Iteration 32Q: 3 clusters Score -3778279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3778287.750000 Penalty: 3090.130615
	Iteration 33Q: 3 clusters Score -3778288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3778300.500000 Penalty: 3090.130615
	Iteration 34Q: 3 clusters Score -3778300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3778305.000000 Penalty: 3090.130615
	Iteration 35Q: 3 clusters Score -3778305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3778313.000000 Penalty: 3090.130615
	Iteration 36Q: 3 clusters Score -3778313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3778317.000000 Penalty: 3090.130615
	Iteration 37Q: 3 clusters Score -3778317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3778306.250000 Penalty: 3090.130615
	Iteration 38Q: 3 clusters Score -3778306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3778309.250000 Penalty: 3090.130615
	Iteration 39Q: 3 clusters Score -3778309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -3778319.250000 Penalty: 3090.130615
	Iteration 40F: 3 clusters Score -3778319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3778320.000000 Penalty: 3090.130615
	Iteration 41Q: 3 clusters Score -3778320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3778328.250000 Penalty: 3090.130615
	Iteration 42Q: 3 clusters Score -3778328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3778328.250000 Penalty: 3090.130615
	Iteration 43Q: 3 clusters Score -3778328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3778329.750000 Penalty: 3090.130615
	Iteration 44Q: 3 clusters Score -3778330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3778336.250000 Penalty: 3090.130615
	Iteration 45Q: 3 clusters Score -3778336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3778335.750000 Penalty: 3090.130615
	Iteration 46Q: 3 clusters Score -3778336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3778340.000000 Penalty: 3090.130615
	Iteration 47Q: 3 clusters Score -3778340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3778336.750000 Penalty: 3090.130615
	Iteration 48Q: 3 clusters Score -3778337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3778338.000000 Penalty: 3090.130615
	Iteration 49Q: 3 clusters Score -3778338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3778336.250000 Penalty: 3090.130615
	Iteration 50Q: 3 clusters Score -3778336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3778335.750000 Penalty: 3090.130615
	Iteration 51Q: 3 clusters Score -3778336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3778335.500000 Penalty: 3090.130615
	Iteration 52Q: 3 clusters Score -3778336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3778334.500000 Penalty: 3090.130615
	Iteration 53Q: 3 clusters Score -3778334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3778337.000000 Penalty: 3090.130615
	Iteration 54Q: 3 clusters Score -3778337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3778336.250000 Penalty: 3090.130615
	Iteration 55Q: 3 clusters Score -3778336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3778341.500000 Penalty: 3090.130615
	Iteration 56Q: 3 clusters Score -3778342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3778347.500000 Penalty: 3090.130615
	Iteration 57Q: 3 clusters Score -3778348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3778348.250000 Penalty: 3090.130615
	Iteration 58Q: 3 clusters Score -3778348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -3778350.750000 Penalty: 3090.130615
	Iteration 59Q: 3 clusters Score -3778351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -3778350.750000 Penalty: 3090.130615
	Iteration 60F: 3 clusters Score -3778351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -430067.375000 Penalty: 1232.846924
	Iteration 0F: 2 clusters Score -430067.4 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 2007 members 
Entering Unmasked Estep 
Score: -427020.343750 Penalty: 2465.693848
	Iteration 0F: 3 clusters Score -427020.3 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -427886.031250 Penalty: 2465.693848
	Iteration 1F: 3 clusters Score -427886 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -428076.531250 Penalty: 2465.693848
	Iteration 2F: 3 clusters Score -428076.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -428192.218750 Penalty: 2465.693848
	Iteration 3F: 3 clusters Score -428192.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -428269.437500 Penalty: 2465.693848
	Iteration 4Q: 3 clusters Score -428269.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -428325.218750 Penalty: 2465.693848
	Iteration 5Q: 3 clusters Score -428325.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -428366.062500 Penalty: 2465.693848
	Iteration 6Q: 3 clusters Score -428366.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -428402.593750 Penalty: 2465.693848
	Iteration 7Q: 3 clusters Score -428402.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -428435.187500 Penalty: 2465.693848
	Iteration 8Q: 3 clusters Score -428435.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -428462.218750 Penalty: 2465.693848
	Iteration 9Q: 3 clusters Score -428462.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -428483.687500 Penalty: 2465.693848
	Iteration 10Q: 3 clusters Score -428483.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -428513.531250 Penalty: 2465.693848
	Iteration 11Q: 3 clusters Score -428513.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -428540.687500 Penalty: 2465.693848
	Iteration 12Q: 3 clusters Score -428540.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -428571.187500 Penalty: 2465.693848
	Iteration 13Q: 3 clusters Score -428571.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -428599.093750 Penalty: 2465.693848
	Iteration 14Q: 3 clusters Score -428599.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -428619.343750 Penalty: 2465.693848
	Iteration 15Q: 3 clusters Score -428619.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -428640.781250 Penalty: 2465.693848
	Iteration 16Q: 3 clusters Score -428640.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -428658.437500 Penalty: 2465.693848
	Iteration 17Q: 3 clusters Score -428658.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -428674.812500 Penalty: 2465.693848
	Iteration 18Q: 3 clusters Score -428674.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -428688.375000 Penalty: 2465.693848
	Iteration 19Q: 3 clusters Score -428688.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -428696.343750 Penalty: 2465.693848
	Iteration 20F: 3 clusters Score -428696.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -428702.031250 Penalty: 2465.693848
	Iteration 21Q: 3 clusters Score -428702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -428708.937500 Penalty: 2465.693848
	Iteration 22Q: 3 clusters Score -428708.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -428716.531250 Penalty: 2465.693848
	Iteration 23Q: 3 clusters Score -428716.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -428721.906250 Penalty: 2465.693848
	Iteration 24Q: 3 clusters Score -428721.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -428728.062500 Penalty: 2465.693848
	Iteration 25Q: 3 clusters Score -428728.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -428733.781250 Penalty: 2465.693848
	Iteration 26Q: 3 clusters Score -428733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -428737.531250 Penalty: 2465.693848
	Iteration 27Q: 3 clusters Score -428737.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -428745.187500 Penalty: 2465.693848
	Iteration 28Q: 3 clusters Score -428745.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -428751.687500 Penalty: 2465.693848
	Iteration 29Q: 3 clusters Score -428751.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -428756.593750 Penalty: 2465.693848
	Iteration 30Q: 3 clusters Score -428756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -428759.531250 Penalty: 2465.693848
	Iteration 31Q: 3 clusters Score -428759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -428762.375000 Penalty: 2465.693848
	Iteration 32Q: 3 clusters Score -428762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -428765.031250 Penalty: 2465.693848
	Iteration 33Q: 3 clusters Score -428765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -428767.093750 Penalty: 2465.693848
	Iteration 34Q: 3 clusters Score -428767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -428770.187500 Penalty: 2465.693848
	Iteration 35Q: 3 clusters Score -428770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -428774.531250 Penalty: 2465.693848
	Iteration 36Q: 3 clusters Score -428774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -428779.625000 Penalty: 2465.693848
	Iteration 37Q: 3 clusters Score -428779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -428784.625000 Penalty: 2465.693848
	Iteration 38Q: 3 clusters Score -428784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -428792.218750 Penalty: 2465.693848
	Iteration 39Q: 3 clusters Score -428792.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -428797.531250 Penalty: 2465.693848
	Iteration 40F: 3 clusters Score -428797.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -428807.812500 Penalty: 2465.693848
	Iteration 41Q: 3 clusters Score -428807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -428815.218750 Penalty: 2465.693848
	Iteration 42Q: 3 clusters Score -428815.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -428821.156250 Penalty: 2465.693848
	Iteration 43Q: 3 clusters Score -428821.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -428824.812500 Penalty: 2465.693848
	Iteration 44Q: 3 clusters Score -428824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -428829.687500 Penalty: 2465.693848
	Iteration 45Q: 3 clusters Score -428829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -428834.312500 Penalty: 2465.693848
	Iteration 46Q: 3 clusters Score -428834.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -428839.156250 Penalty: 2465.693848
	Iteration 47Q: 3 clusters Score -428839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -428842.843750 Penalty: 2465.693848
	Iteration 48Q: 3 clusters Score -428842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -428848.625000 Penalty: 2465.693848
	Iteration 49Q: 3 clusters Score -428848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -428853.562500 Penalty: 2465.693848
	Iteration 50Q: 3 clusters Score -428853.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -428859.343750 Penalty: 2465.693848
	Iteration 51Q: 3 clusters Score -428859.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -428865.281250 Penalty: 2465.693848
	Iteration 52Q: 3 clusters Score -428865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -428869.406250 Penalty: 2465.693848
	Iteration 53Q: 3 clusters Score -428869.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -428873.750000 Penalty: 2465.693848
	Iteration 54Q: 3 clusters Score -428873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -428876.562500 Penalty: 2465.693848
	Iteration 55Q: 3 clusters Score -428876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -428880.437500 Penalty: 2465.693848
	Iteration 56Q: 3 clusters Score -428880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -428881.625000 Penalty: 2465.693848
	Iteration 57Q: 3 clusters Score -428881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -428883.656250 Penalty: 2465.693848
	Iteration 58Q: 3 clusters Score -428883.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -428887.187500 Penalty: 2465.693848
	Iteration 59Q: 3 clusters Score -428887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -428889.843750 Penalty: 2465.693848
	Iteration 60F: 3 clusters Score -428889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -428892.906250 Penalty: 2465.693848
	Iteration 61Q: 3 clusters Score -428892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -428894.875000 Penalty: 2465.693848
	Iteration 62Q: 3 clusters Score -428894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -428897.593750 Penalty: 2465.693848
	Iteration 63Q: 3 clusters Score -428897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -428901.781250 Penalty: 2465.693848
	Iteration 64Q: 3 clusters Score -428901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -428905.312500 Penalty: 2465.693848
	Iteration 65Q: 3 clusters Score -428905.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -428913.593750 Penalty: 2465.693848
	Iteration 66Q: 3 clusters Score -428913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -428916.750000 Penalty: 2465.693848
	Iteration 67Q: 3 clusters Score -428916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -428920.718750 Penalty: 2465.693848
	Iteration 68Q: 3 clusters Score -428920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -428926.437500 Penalty: 2465.693848
	Iteration 69Q: 3 clusters Score -428926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -428930.093750 Penalty: 2465.693848
	Iteration 70Q: 3 clusters Score -428930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -428932.843750 Penalty: 2465.693848
	Iteration 71Q: 3 clusters Score -428932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -428937.781250 Penalty: 2465.693848
	Iteration 72Q: 3 clusters Score -428937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -428940.968750 Penalty: 2465.693848
	Iteration 73Q: 3 clusters Score -428941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -428944.906250 Penalty: 2465.693848
	Iteration 74Q: 3 clusters Score -428944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -428947.750000 Penalty: 2465.693848
	Iteration 75Q: 3 clusters Score -428947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -428950.156250 Penalty: 2465.693848
	Iteration 76Q: 3 clusters Score -428950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -428955.281250 Penalty: 2465.693848
	Iteration 77Q: 3 clusters Score -428955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -428957.531250 Penalty: 2465.693848
	Iteration 78Q: 3 clusters Score -428957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -428958.187500 Penalty: 2465.693848
	Iteration 79Q: 3 clusters Score -428958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -428961.062500 Penalty: 2465.693848
	Iteration 80F: 3 clusters Score -428961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -428965.937500 Penalty: 2465.693848
	Iteration 81Q: 3 clusters Score -428965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -428969.750000 Penalty: 2465.693848
	Iteration 82Q: 3 clusters Score -428969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -428973.937500 Penalty: 2465.693848
	Iteration 83Q: 3 clusters Score -428973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -428977.500000 Penalty: 2465.693848
	Iteration 84Q: 3 clusters Score -428977.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -428981.156250 Penalty: 2465.693848
	Iteration 85Q: 3 clusters Score -428981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -428985.593750 Penalty: 2465.693848
	Iteration 86Q: 3 clusters Score -428985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -428988.656250 Penalty: 2465.693848
	Iteration 87Q: 3 clusters Score -428988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -428990.968750 Penalty: 2465.693848
	Iteration 88Q: 3 clusters Score -428991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -428992.625000 Penalty: 2465.693848
	Iteration 89Q: 3 clusters Score -428992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -428994.156250 Penalty: 2465.693848
	Iteration 90Q: 3 clusters Score -428994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -428997.625000 Penalty: 2465.693848
	Iteration 91Q: 3 clusters Score -428997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -429000.093750 Penalty: 2465.693848
	Iteration 92Q: 3 clusters Score -429000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -429001.500000 Penalty: 2465.693848
	Iteration 93Q: 3 clusters Score -429001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -429007.500000 Penalty: 2465.693848
	Iteration 94Q: 3 clusters Score -429007.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -429015.875000 Penalty: 2465.693848
	Iteration 95Q: 3 clusters Score -429015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -429023.468750 Penalty: 2465.693848
	Iteration 96Q: 3 clusters Score -429023.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -429030.250000 Penalty: 2465.693848
	Iteration 97Q: 3 clusters Score -429030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -429035.812500 Penalty: 2465.693848
	Iteration 98Q: 3 clusters Score -429035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -429040.125000 Penalty: 2465.693848
	Iteration 99Q: 3 clusters Score -429040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -429046.062500 Penalty: 2465.693848
	Iteration 100F: 3 clusters Score -429046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -429049.843750 Penalty: 2465.693848
	Iteration 101Q: 3 clusters Score -429049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -429052.687500 Penalty: 2465.693848
	Iteration 102Q: 3 clusters Score -429052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -429056.937500 Penalty: 2465.693848
	Iteration 103Q: 3 clusters Score -429056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -429058.093750 Penalty: 2465.693848
	Iteration 104Q: 3 clusters Score -429058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -429059.000000 Penalty: 2465.693848
	Iteration 105Q: 3 clusters Score -429059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -429059.812500 Penalty: 2465.693848
	Iteration 106Q: 3 clusters Score -429059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -429059.812500 Penalty: 2465.693848
	Iteration 107F: 3 clusters Score -429059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -955364.250000 Penalty: 1339.876343
	Iteration 0F: 2 clusters Score -955364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -949748.500000 Penalty: 2679.752686
	Iteration 0F: 3 clusters Score -949748.5 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -951540.562500 Penalty: 2679.752686
	Iteration 1F: 3 clusters Score -951540.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -951886.812500 Penalty: 2679.752686
	Iteration 2F: 3 clusters Score -951886.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -952162.250000 Penalty: 2679.752686
	Iteration 3F: 3 clusters Score -952162.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -952396.562500 Penalty: 2679.752686
	Iteration 4F: 3 clusters Score -952396.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -952671.375000 Penalty: 2679.752686
	Iteration 5F: 3 clusters Score -952671.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -952943.687500 Penalty: 2679.752686
	Iteration 6Q: 3 clusters Score -952943.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -953217.937500 Penalty: 2679.752686
	Iteration 7Q: 3 clusters Score -953217.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -953467.000000 Penalty: 2679.752686
	Iteration 8Q: 3 clusters Score -953467 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -953674.000000 Penalty: 2679.752686
	Iteration 9Q: 3 clusters Score -953674 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -953843.562500 Penalty: 2679.752686
	Iteration 10Q: 3 clusters Score -953843.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -953989.500000 Penalty: 2679.752686
	Iteration 11Q: 3 clusters Score -953989.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -954128.500000 Penalty: 2679.752686
	Iteration 12Q: 3 clusters Score -954128.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -954245.625000 Penalty: 2679.752686
	Iteration 13Q: 3 clusters Score -954245.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -954326.375000 Penalty: 2679.752686
	Iteration 14Q: 3 clusters Score -954326.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -954405.000000 Penalty: 2679.752686
	Iteration 15Q: 3 clusters Score -954405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -954458.000000 Penalty: 2679.752686
	Iteration 16Q: 3 clusters Score -954458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -954496.625000 Penalty: 2679.752686
	Iteration 17Q: 3 clusters Score -954496.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -954526.750000 Penalty: 2679.752686
	Iteration 18Q: 3 clusters Score -954526.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -954551.000000 Penalty: 2679.752686
	Iteration 19Q: 3 clusters Score -954551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -954572.125000 Penalty: 2679.752686
	Iteration 20F: 3 clusters Score -954572.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -954589.437500 Penalty: 2679.752686
	Iteration 21Q: 3 clusters Score -954589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -954598.937500 Penalty: 2679.752686
	Iteration 22Q: 3 clusters Score -954598.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -954608.750000 Penalty: 2679.752686
	Iteration 23Q: 3 clusters Score -954608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -954612.875000 Penalty: 2679.752686
	Iteration 24Q: 3 clusters Score -954612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -954617.062500 Penalty: 2679.752686
	Iteration 25Q: 3 clusters Score -954617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -954626.000000 Penalty: 2679.752686
	Iteration 26Q: 3 clusters Score -954626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -954626.625000 Penalty: 2679.752686
	Iteration 27Q: 3 clusters Score -954626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -954629.875000 Penalty: 2679.752686
	Iteration 28Q: 3 clusters Score -954629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -954629.125000 Penalty: 2679.752686
	Iteration 29Q: 3 clusters Score -954629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -954629.937500 Penalty: 2679.752686
	Iteration 30Q: 3 clusters Score -954629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -954630.750000 Penalty: 2679.752686
	Iteration 31Q: 3 clusters Score -954630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -954630.000000 Penalty: 2679.752686
	Iteration 32Q: 3 clusters Score -954630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -954630.375000 Penalty: 2679.752686
	Iteration 33Q: 3 clusters Score -954630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -954630.375000 Penalty: 2679.752686
	Iteration 34F: 3 clusters Score -954630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -925240.062500 Penalty: 1339.876343
	Iteration 0F: 2 clusters Score -925240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -919637.312500 Penalty: 2679.752686
	Iteration 0F: 3 clusters Score -919637.3 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -921528.250000 Penalty: 2679.752686
	Iteration 1F: 3 clusters Score -921528.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -921910.250000 Penalty: 2679.752686
	Iteration 2F: 3 clusters Score -921910.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -922160.125000 Penalty: 2679.752686
	Iteration 3F: 3 clusters Score -922160.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -922346.812500 Penalty: 2679.752686
	Iteration 4Q: 3 clusters Score -922346.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -922521.812500 Penalty: 2679.752686
	Iteration 5Q: 3 clusters Score -922521.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -922677.250000 Penalty: 2679.752686
	Iteration 6Q: 3 clusters Score -922677.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -922820.000000 Penalty: 2679.752686
	Iteration 7Q: 3 clusters Score -922820 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -922960.687500 Penalty: 2679.752686
	Iteration 8Q: 3 clusters Score -922960.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -923082.125000 Penalty: 2679.752686
	Iteration 9Q: 3 clusters Score -923082.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -923204.125000 Penalty: 2679.752686
	Iteration 10Q: 3 clusters Score -923204.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -923332.250000 Penalty: 2679.752686
	Iteration 11Q: 3 clusters Score -923332.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -923466.562500 Penalty: 2679.752686
	Iteration 12Q: 3 clusters Score -923466.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -923587.437500 Penalty: 2679.752686
	Iteration 13Q: 3 clusters Score -923587.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -923683.250000 Penalty: 2679.752686
	Iteration 14Q: 3 clusters Score -923683.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -923780.937500 Penalty: 2679.752686
	Iteration 15Q: 3 clusters Score -923780.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -923866.375000 Penalty: 2679.752686
	Iteration 16Q: 3 clusters Score -923866.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -923931.000000 Penalty: 2679.752686
	Iteration 17Q: 3 clusters Score -923931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -923985.312500 Penalty: 2679.752686
	Iteration 18Q: 3 clusters Score -923985.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -924023.250000 Penalty: 2679.752686
	Iteration 19Q: 3 clusters Score -924023.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -924071.187500 Penalty: 2679.752686
	Iteration 20F: 3 clusters Score -924071.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -924117.437500 Penalty: 2679.752686
	Iteration 21Q: 3 clusters Score -924117.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -924162.562500 Penalty: 2679.752686
	Iteration 22Q: 3 clusters Score -924162.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -924203.687500 Penalty: 2679.752686
	Iteration 23Q: 3 clusters Score -924203.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -924228.312500 Penalty: 2679.752686
	Iteration 24Q: 3 clusters Score -924228.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -924254.750000 Penalty: 2679.752686
	Iteration 25Q: 3 clusters Score -924254.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -924281.000000 Penalty: 2679.752686
	Iteration 26Q: 3 clusters Score -924281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -924304.875000 Penalty: 2679.752686
	Iteration 27Q: 3 clusters Score -924304.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -924324.062500 Penalty: 2679.752686
	Iteration 28Q: 3 clusters Score -924324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -924334.062500 Penalty: 2679.752686
	Iteration 29Q: 3 clusters Score -924334.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -924346.062500 Penalty: 2679.752686
	Iteration 30Q: 3 clusters Score -924346.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -924362.312500 Penalty: 2679.752686
	Iteration 31Q: 3 clusters Score -924362.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -924370.875000 Penalty: 2679.752686
	Iteration 32Q: 3 clusters Score -924370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -924380.937500 Penalty: 2679.752686
	Iteration 33Q: 3 clusters Score -924380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -924387.687500 Penalty: 2679.752686
	Iteration 34Q: 3 clusters Score -924387.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -924393.437500 Penalty: 2679.752686
	Iteration 35Q: 3 clusters Score -924393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -924400.125000 Penalty: 2679.752686
	Iteration 36Q: 3 clusters Score -924400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -924406.812500 Penalty: 2679.752686
	Iteration 37Q: 3 clusters Score -924406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -924413.875000 Penalty: 2679.752686
	Iteration 38Q: 3 clusters Score -924413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -924418.125000 Penalty: 2679.752686
	Iteration 39Q: 3 clusters Score -924418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -924422.562500 Penalty: 2679.752686
	Iteration 40F: 3 clusters Score -924422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -924423.750000 Penalty: 2679.752686
	Iteration 41Q: 3 clusters Score -924423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -924423.000000 Penalty: 2679.752686
	Iteration 42Q: 3 clusters Score -924423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -924425.750000 Penalty: 2679.752686
	Iteration 43Q: 3 clusters Score -924425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -924427.937500 Penalty: 2679.752686
	Iteration 44Q: 3 clusters Score -924427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -924430.000000 Penalty: 2679.752686
	Iteration 45Q: 3 clusters Score -924430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -924436.812500 Penalty: 2679.752686
	Iteration 46Q: 3 clusters Score -924436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -924444.625000 Penalty: 2679.752686
	Iteration 47Q: 3 clusters Score -924444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -924447.500000 Penalty: 2679.752686
	Iteration 48Q: 3 clusters Score -924447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -924449.687500 Penalty: 2679.752686
	Iteration 49Q: 3 clusters Score -924449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -924451.437500 Penalty: 2679.752686
	Iteration 50Q: 3 clusters Score -924451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -924453.250000 Penalty: 2679.752686
	Iteration 51Q: 3 clusters Score -924453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -924454.500000 Penalty: 2679.752686
	Iteration 52Q: 3 clusters Score -924454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -924456.250000 Penalty: 2679.752686
	Iteration 53Q: 3 clusters Score -924456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -924456.687500 Penalty: 2679.752686
	Iteration 54Q: 3 clusters Score -924456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -924458.125000 Penalty: 2679.752686
	Iteration 55Q: 3 clusters Score -924458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -924458.125000 Penalty: 2679.752686
	Iteration 56F: 3 clusters Score -924458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Entering Unmasked Estep 
Score: -3006778.250000 Penalty: 1519.430908
	Iteration 0F: 2 clusters Score -3006778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2989124.750000 Penalty: 3038.861816
	Iteration 0F: 3 clusters Score -2989125 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2995792.500000 Penalty: 3038.861816
	Iteration 1F: 3 clusters Score -2995792 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2996332.750000 Penalty: 3038.861816
	Iteration 2F: 3 clusters Score -2996333 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2996806.750000 Penalty: 3038.861816
	Iteration 3Q: 3 clusters Score -2996807 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2997269.000000 Penalty: 3038.861816
	Iteration 4Q: 3 clusters Score -2997269 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2997796.250000 Penalty: 3038.861816
	Iteration 5Q: 3 clusters Score -2997796 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2998397.000000 Penalty: 3038.861816
	Iteration 6Q: 3 clusters Score -2998397 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2999066.500000 Penalty: 3038.861816
	Iteration 7Q: 3 clusters Score -2999066 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2999775.750000 Penalty: 3038.861816
	Iteration 8Q: 3 clusters Score -2999776 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3000478.000000 Penalty: 3038.861816
	Iteration 9Q: 3 clusters Score -3000478 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3001149.500000 Penalty: 3038.861816
	Iteration 10Q: 3 clusters Score -3001150 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3001723.250000 Penalty: 3038.861816
	Iteration 11Q: 3 clusters Score -3001723 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3002180.500000 Penalty: 3038.861816
	Iteration 12Q: 3 clusters Score -3002180 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3002495.500000 Penalty: 3038.861816
	Iteration 13Q: 3 clusters Score -3002496 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3002737.250000 Penalty: 3038.861816
	Iteration 14Q: 3 clusters Score -3002737 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3002861.500000 Penalty: 3038.861816
	Iteration 15Q: 3 clusters Score -3002862 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3002959.250000 Penalty: 3038.861816
	Iteration 16Q: 3 clusters Score -3002959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3003000.500000 Penalty: 3038.861816
	Iteration 17Q: 3 clusters Score -3003000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3003077.750000 Penalty: 3038.861816
	Iteration 18Q: 3 clusters Score -3003078 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3003128.250000 Penalty: 3038.861816
	Iteration 19Q: 3 clusters Score -3003128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3003188.000000 Penalty: 3038.861816
	Iteration 20F: 3 clusters Score -3003188 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3003229.000000 Penalty: 3038.861816
	Iteration 21Q: 3 clusters Score -3003229 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3003289.000000 Penalty: 3038.861816
	Iteration 22Q: 3 clusters Score -3003289 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3003380.500000 Penalty: 3038.861816
	Iteration 23Q: 3 clusters Score -3003380 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3003467.000000 Penalty: 3038.861816
	Iteration 24Q: 3 clusters Score -3003467 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3003564.500000 Penalty: 3038.861816
	Iteration 25Q: 3 clusters Score -3003564 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3003627.000000 Penalty: 3038.861816
	Iteration 26Q: 3 clusters Score -3003627 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3003712.750000 Penalty: 3038.861816
	Iteration 27Q: 3 clusters Score -3003713 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3003791.000000 Penalty: 3038.861816
	Iteration 28Q: 3 clusters Score -3003791 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3003874.250000 Penalty: 3038.861816
	Iteration 29Q: 3 clusters Score -3003874 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3003963.750000 Penalty: 3038.861816
	Iteration 30Q: 3 clusters Score -3003964 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3004054.250000 Penalty: 3038.861816
	Iteration 31Q: 3 clusters Score -3004054 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3004123.000000 Penalty: 3038.861816
	Iteration 32Q: 3 clusters Score -3004123 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3004173.250000 Penalty: 3038.861816
	Iteration 33Q: 3 clusters Score -3004173 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3004237.250000 Penalty: 3038.861816
	Iteration 34Q: 3 clusters Score -3004237 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3004285.500000 Penalty: 3038.861816
	Iteration 35Q: 3 clusters Score -3004286 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3004352.250000 Penalty: 3038.861816
	Iteration 36Q: 3 clusters Score -3004352 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3004400.750000 Penalty: 3038.861816
	Iteration 37Q: 3 clusters Score -3004401 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3004465.000000 Penalty: 3038.861816
	Iteration 38Q: 3 clusters Score -3004465 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3004522.750000 Penalty: 3038.861816
	Iteration 39Q: 3 clusters Score -3004523 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3004570.750000 Penalty: 3038.861816
	Iteration 40F: 3 clusters Score -3004571 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3004636.250000 Penalty: 3038.861816
	Iteration 41Q: 3 clusters Score -3004636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3004684.750000 Penalty: 3038.861816
	Iteration 42Q: 3 clusters Score -3004685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3004750.250000 Penalty: 3038.861816
	Iteration 43Q: 3 clusters Score -3004750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3004839.500000 Penalty: 3038.861816
	Iteration 44Q: 3 clusters Score -3004840 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3004893.250000 Penalty: 3038.861816
	Iteration 45Q: 3 clusters Score -3004893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3004963.750000 Penalty: 3038.861816
	Iteration 46Q: 3 clusters Score -3004964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3005013.500000 Penalty: 3038.861816
	Iteration 47Q: 3 clusters Score -3005014 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3005070.250000 Penalty: 3038.861816
	Iteration 48Q: 3 clusters Score -3005070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3005124.750000 Penalty: 3038.861816
	Iteration 49Q: 3 clusters Score -3005125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3005158.500000 Penalty: 3038.861816
	Iteration 50Q: 3 clusters Score -3005158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3005201.500000 Penalty: 3038.861816
	Iteration 51Q: 3 clusters Score -3005202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3005232.750000 Penalty: 3038.861816
	Iteration 52Q: 3 clusters Score -3005233 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3005264.750000 Penalty: 3038.861816
	Iteration 53Q: 3 clusters Score -3005265 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3005305.000000 Penalty: 3038.861816
	Iteration 54Q: 3 clusters Score -3005305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3005342.750000 Penalty: 3038.861816
	Iteration 55Q: 3 clusters Score -3005343 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3005378.500000 Penalty: 3038.861816
	Iteration 56Q: 3 clusters Score -3005378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3005410.250000 Penalty: 3038.861816
	Iteration 57Q: 3 clusters Score -3005410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3005435.000000 Penalty: 3038.861816
	Iteration 58Q: 3 clusters Score -3005435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3005461.000000 Penalty: 3038.861816
	Iteration 59Q: 3 clusters Score -3005461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3005482.250000 Penalty: 3038.861816
	Iteration 60F: 3 clusters Score -3005482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3005509.250000 Penalty: 3038.861816
	Iteration 61Q: 3 clusters Score -3005509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3005530.750000 Penalty: 3038.861816
	Iteration 62Q: 3 clusters Score -3005531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3005562.000000 Penalty: 3038.861816
	Iteration 63Q: 3 clusters Score -3005562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3005586.000000 Penalty: 3038.861816
	Iteration 64Q: 3 clusters Score -3005586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3005614.000000 Penalty: 3038.861816
	Iteration 65Q: 3 clusters Score -3005614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3005641.750000 Penalty: 3038.861816
	Iteration 66Q: 3 clusters Score -3005642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3005655.500000 Penalty: 3038.861816
	Iteration 67Q: 3 clusters Score -3005656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3005665.250000 Penalty: 3038.861816
	Iteration 68Q: 3 clusters Score -3005665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3005676.000000 Penalty: 3038.861816
	Iteration 69Q: 3 clusters Score -3005676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3005686.000000 Penalty: 3038.861816
	Iteration 70Q: 3 clusters Score -3005686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3005692.250000 Penalty: 3038.861816
	Iteration 71Q: 3 clusters Score -3005692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3005700.750000 Penalty: 3038.861816
	Iteration 72Q: 3 clusters Score -3005701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3005706.500000 Penalty: 3038.861816
	Iteration 73Q: 3 clusters Score -3005706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3005708.000000 Penalty: 3038.861816
	Iteration 74Q: 3 clusters Score -3005708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3005714.500000 Penalty: 3038.861816
	Iteration 75Q: 3 clusters Score -3005714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3005718.750000 Penalty: 3038.861816
	Iteration 76Q: 3 clusters Score -3005719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3005719.750000 Penalty: 3038.861816
	Iteration 77Q: 3 clusters Score -3005720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3005736.000000 Penalty: 3038.861816
	Iteration 78Q: 3 clusters Score -3005736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3005740.500000 Penalty: 3038.861816
	Iteration 79Q: 3 clusters Score -3005740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3005745.000000 Penalty: 3038.861816
	Iteration 80F: 3 clusters Score -3005745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3005744.500000 Penalty: 3038.861816
	Iteration 81Q: 3 clusters Score -3005744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3005745.250000 Penalty: 3038.861816
	Iteration 82Q: 3 clusters Score -3005745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3005744.000000 Penalty: 3038.861816
	Iteration 83Q: 3 clusters Score -3005744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3005742.250000 Penalty: 3038.861816
	Iteration 84Q: 3 clusters Score -3005742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3005743.000000 Penalty: 3038.861816
	Iteration 85Q: 3 clusters Score -3005743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3005748.500000 Penalty: 3038.861816
	Iteration 86Q: 3 clusters Score -3005748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3005748.750000 Penalty: 3038.861816
	Iteration 87Q: 3 clusters Score -3005749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3005754.000000 Penalty: 3038.861816
	Iteration 88Q: 3 clusters Score -3005754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3005756.750000 Penalty: 3038.861816
	Iteration 89Q: 3 clusters Score -3005757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3005759.000000 Penalty: 3038.861816
	Iteration 90Q: 3 clusters Score -3005759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3005762.000000 Penalty: 3038.861816
	Iteration 91Q: 3 clusters Score -3005762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3005762.250000 Penalty: 3038.861816
	Iteration 92Q: 3 clusters Score -3005762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3005762.250000 Penalty: 3038.861816
	Iteration 93F: 3 clusters Score -3005762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -782302.187500 Penalty: 1329.897217
	Iteration 0F: 2 clusters Score -782302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -777020.375000 Penalty: 2659.794434
	Iteration 0F: 3 clusters Score -777020.4 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -778701.250000 Penalty: 2659.794434
	Iteration 1F: 3 clusters Score -778701.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -779023.062500 Penalty: 2659.794434
	Iteration 2F: 3 clusters Score -779023.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -779256.937500 Penalty: 2659.794434
	Iteration 3F: 3 clusters Score -779256.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -779472.187500 Penalty: 2659.794434
	Iteration 4Q: 3 clusters Score -779472.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -779686.750000 Penalty: 2659.794434
	Iteration 5Q: 3 clusters Score -779686.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -779913.062500 Penalty: 2659.794434
	Iteration 6Q: 3 clusters Score -779913.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -780223.062500 Penalty: 2659.794434
	Iteration 7Q: 3 clusters Score -780223.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -780576.062500 Penalty: 2659.794434
	Iteration 8Q: 3 clusters Score -780576.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -780931.312500 Penalty: 2659.794434
	Iteration 9F: 3 clusters Score -780931.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -781229.250000 Penalty: 2659.794434
	Iteration 10Q: 3 clusters Score -781229.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -781471.500000 Penalty: 2659.794434
	Iteration 11Q: 3 clusters Score -781471.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -781640.187500 Penalty: 2659.794434
	Iteration 12Q: 3 clusters Score -781640.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -781748.625000 Penalty: 2659.794434
	Iteration 13Q: 3 clusters Score -781748.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -781822.875000 Penalty: 2659.794434
	Iteration 14Q: 3 clusters Score -781822.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -781872.875000 Penalty: 2659.794434
	Iteration 15Q: 3 clusters Score -781872.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -781910.187500 Penalty: 2659.794434
	Iteration 16Q: 3 clusters Score -781910.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -781937.625000 Penalty: 2659.794434
	Iteration 17Q: 3 clusters Score -781937.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -781962.562500 Penalty: 2659.794434
	Iteration 18Q: 3 clusters Score -781962.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -781978.312500 Penalty: 2659.794434
	Iteration 19Q: 3 clusters Score -781978.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -781989.875000 Penalty: 2659.794434
	Iteration 20F: 3 clusters Score -781989.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -781997.375000 Penalty: 2659.794434
	Iteration 21Q: 3 clusters Score -781997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -782003.625000 Penalty: 2659.794434
	Iteration 22Q: 3 clusters Score -782003.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -782006.562500 Penalty: 2659.794434
	Iteration 23Q: 3 clusters Score -782006.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -782010.812500 Penalty: 2659.794434
	Iteration 24Q: 3 clusters Score -782010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -782013.937500 Penalty: 2659.794434
	Iteration 25Q: 3 clusters Score -782013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -782015.250000 Penalty: 2659.794434
	Iteration 26Q: 3 clusters Score -782015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -782019.000000 Penalty: 2659.794434
	Iteration 27Q: 3 clusters Score -782019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -782019.875000 Penalty: 2659.794434
	Iteration 28Q: 3 clusters Score -782019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -782020.437500 Penalty: 2659.794434
	Iteration 29Q: 3 clusters Score -782020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -782021.375000 Penalty: 2659.794434
	Iteration 30Q: 3 clusters Score -782021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -782021.437500 Penalty: 2659.794434
	Iteration 31Q: 3 clusters Score -782021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -782021.500000 Penalty: 2659.794434
	Iteration 32Q: 3 clusters Score -782021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -782021.500000 Penalty: 2659.794434
	Iteration 33F: 3 clusters Score -782021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46788.632812 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46788.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46986.015625 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -46986.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47059.394531 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47059.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47119.398438 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47144.445312 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47144.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47179.468750 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47179.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47222.578125 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47222.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47252.679688 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47252.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47267.097656 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47276.875000 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47276.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47286.472656 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47286.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47305.437500 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47305.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47330.394531 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47330.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47349.738281 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47349.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47381.144531 Penalty: 1874.567383
	Iteration 14Q: 3 clusters Score -47381.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47405.207031 Penalty: 1874.567383
	Iteration 15Q: 3 clusters Score -47405.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47423.160156 Penalty: 1874.567383
	Iteration 16Q: 3 clusters Score -47423.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47451.496094 Penalty: 1874.567383
	Iteration 17Q: 3 clusters Score -47451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47480.347656 Penalty: 1874.567383
	Iteration 18Q: 3 clusters Score -47480.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47514.460938 Penalty: 1874.567383
	Iteration 19Q: 3 clusters Score -47514.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47553.746094 Penalty: 1874.567383
	Iteration 20F: 3 clusters Score -47553.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47578.464844 Penalty: 1874.567383
	Iteration 21Q: 3 clusters Score -47578.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47590.332031 Penalty: 1874.567383
	Iteration 22Q: 3 clusters Score -47590.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47591.738281 Penalty: 1874.567383
	Iteration 23Q: 3 clusters Score -47591.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47593.074219 Penalty: 1874.567383
	Iteration 24Q: 3 clusters Score -47593.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47593.074219 Penalty: 1874.567383
	Iteration 25F: 3 clusters Score -47593.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Entering Unmasked Estep 
Score: -911290.625000 Penalty: 1339.967773
	Iteration 0F: 2 clusters Score -911290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -905677.625000 Penalty: 2679.935547
	Iteration 0F: 3 clusters Score -905677.6 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -907373.875000 Penalty: 2679.935547
	Iteration 1F: 3 clusters Score -907373.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -907660.000000 Penalty: 2679.935547
	Iteration 2F: 3 clusters Score -907660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -907895.750000 Penalty: 2679.935547
	Iteration 3F: 3 clusters Score -907895.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -908073.437500 Penalty: 2679.935547
	Iteration 4Q: 3 clusters Score -908073.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -908237.812500 Penalty: 2679.935547
	Iteration 5Q: 3 clusters Score -908237.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -908382.812500 Penalty: 2679.935547
	Iteration 6Q: 3 clusters Score -908382.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -908559.062500 Penalty: 2679.935547
	Iteration 7Q: 3 clusters Score -908559.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -908741.812500 Penalty: 2679.935547
	Iteration 8Q: 3 clusters Score -908741.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -908936.187500 Penalty: 2679.935547
	Iteration 9Q: 3 clusters Score -908936.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -909132.125000 Penalty: 2679.935547
	Iteration 10Q: 3 clusters Score -909132.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -909301.125000 Penalty: 2679.935547
	Iteration 11Q: 3 clusters Score -909301.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -909423.750000 Penalty: 2679.935547
	Iteration 12Q: 3 clusters Score -909423.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -909556.250000 Penalty: 2679.935547
	Iteration 13Q: 3 clusters Score -909556.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -909683.250000 Penalty: 2679.935547
	Iteration 14Q: 3 clusters Score -909683.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -909782.625000 Penalty: 2679.935547
	Iteration 15Q: 3 clusters Score -909782.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -909860.562500 Penalty: 2679.935547
	Iteration 16Q: 3 clusters Score -909860.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -909918.625000 Penalty: 2679.935547
	Iteration 17Q: 3 clusters Score -909918.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -909979.375000 Penalty: 2679.935547
	Iteration 18Q: 3 clusters Score -909979.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -910033.375000 Penalty: 2679.935547
	Iteration 19Q: 3 clusters Score -910033.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -910086.750000 Penalty: 2679.935547
	Iteration 20F: 3 clusters Score -910086.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -910131.875000 Penalty: 2679.935547
	Iteration 21Q: 3 clusters Score -910131.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -910163.000000 Penalty: 2679.935547
	Iteration 22Q: 3 clusters Score -910163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -910198.250000 Penalty: 2679.935547
	Iteration 23Q: 3 clusters Score -910198.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -910220.000000 Penalty: 2679.935547
	Iteration 24Q: 3 clusters Score -910220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -910241.062500 Penalty: 2679.935547
	Iteration 25Q: 3 clusters Score -910241.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -910262.437500 Penalty: 2679.935547
	Iteration 26Q: 3 clusters Score -910262.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -910276.875000 Penalty: 2679.935547
	Iteration 27Q: 3 clusters Score -910276.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -910286.500000 Penalty: 2679.935547
	Iteration 28Q: 3 clusters Score -910286.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -910296.250000 Penalty: 2679.935547
	Iteration 29Q: 3 clusters Score -910296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -910305.625000 Penalty: 2679.935547
	Iteration 30Q: 3 clusters Score -910305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -910309.500000 Penalty: 2679.935547
	Iteration 31Q: 3 clusters Score -910309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -910313.062500 Penalty: 2679.935547
	Iteration 32Q: 3 clusters Score -910313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -910319.937500 Penalty: 2679.935547
	Iteration 33Q: 3 clusters Score -910319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -910320.250000 Penalty: 2679.935547
	Iteration 34Q: 3 clusters Score -910320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -910322.750000 Penalty: 2679.935547
	Iteration 35Q: 3 clusters Score -910322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -910325.437500 Penalty: 2679.935547
	Iteration 36Q: 3 clusters Score -910325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -910326.625000 Penalty: 2679.935547
	Iteration 37Q: 3 clusters Score -910326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -910327.625000 Penalty: 2679.935547
	Iteration 38Q: 3 clusters Score -910327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -910327.625000 Penalty: 2679.935547
	Iteration 39Q: 3 clusters Score -910327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -910327.625000 Penalty: 2679.935547
	Iteration 40F: 3 clusters Score -910327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Entering Unmasked Estep 
Score: -1860080.000000 Penalty: 1442.696411
	Iteration 0F: 2 clusters Score -1860080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1849376.250000 Penalty: 2885.392822
	Iteration 0F: 3 clusters Score -1849376 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1853356.125000 Penalty: 2885.392822
	Iteration 1F: 3 clusters Score -1853356 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1853967.625000 Penalty: 2885.392822
	Iteration 2F: 3 clusters Score -1853968 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1854510.250000 Penalty: 2885.392822
	Iteration 3F: 3 clusters Score -1854510 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1854999.750000 Penalty: 2885.392822
	Iteration 4F: 3 clusters Score -1855000 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1855455.625000 Penalty: 2885.392822
	Iteration 5F: 3 clusters Score -1855456 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1855913.500000 Penalty: 2885.392822
	Iteration 6Q: 3 clusters Score -1855914 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1856438.750000 Penalty: 2885.392822
	Iteration 7Q: 3 clusters Score -1856439 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1856956.125000 Penalty: 2885.392822
	Iteration 8Q: 3 clusters Score -1856956 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1857460.750000 Penalty: 2885.392822
	Iteration 9Q: 3 clusters Score -1857461 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1857831.500000 Penalty: 2885.392822
	Iteration 10Q: 3 clusters Score -1857832 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1858106.750000 Penalty: 2885.392822
	Iteration 11Q: 3 clusters Score -1858107 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1858320.125000 Penalty: 2885.392822
	Iteration 12Q: 3 clusters Score -1858320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1858495.500000 Penalty: 2885.392822
	Iteration 13Q: 3 clusters Score -1858496 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1858641.500000 Penalty: 2885.392822
	Iteration 14Q: 3 clusters Score -1858642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1858752.625000 Penalty: 2885.392822
	Iteration 15Q: 3 clusters Score -1858753 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1858842.875000 Penalty: 2885.392822
	Iteration 16Q: 3 clusters Score -1858843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1858898.750000 Penalty: 2885.392822
	Iteration 17Q: 3 clusters Score -1858899 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1858936.000000 Penalty: 2885.392822
	Iteration 18Q: 3 clusters Score -1858936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1858968.625000 Penalty: 2885.392822
	Iteration 19Q: 3 clusters Score -1858969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1858987.625000 Penalty: 2885.392822
	Iteration 20F: 3 clusters Score -1858988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1859005.375000 Penalty: 2885.392822
	Iteration 21Q: 3 clusters Score -1859005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1859022.375000 Penalty: 2885.392822
	Iteration 22Q: 3 clusters Score -1859022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1859040.500000 Penalty: 2885.392822
	Iteration 23Q: 3 clusters Score -1859040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1859051.000000 Penalty: 2885.392822
	Iteration 24Q: 3 clusters Score -1859051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1859054.250000 Penalty: 2885.392822
	Iteration 25Q: 3 clusters Score -1859054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1859058.125000 Penalty: 2885.392822
	Iteration 26Q: 3 clusters Score -1859058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1859058.750000 Penalty: 2885.392822
	Iteration 27Q: 3 clusters Score -1859059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1859061.500000 Penalty: 2885.392822
	Iteration 28Q: 3 clusters Score -1859062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1859068.500000 Penalty: 2885.392822
	Iteration 29Q: 3 clusters Score -1859068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1859074.125000 Penalty: 2885.392822
	Iteration 30Q: 3 clusters Score -1859074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1859081.500000 Penalty: 2885.392822
	Iteration 31Q: 3 clusters Score -1859082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1859089.125000 Penalty: 2885.392822
	Iteration 32Q: 3 clusters Score -1859089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1859092.625000 Penalty: 2885.392822
	Iteration 33Q: 3 clusters Score -1859093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1859098.500000 Penalty: 2885.392822
	Iteration 34Q: 3 clusters Score -1859098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1859100.375000 Penalty: 2885.392822
	Iteration 35Q: 3 clusters Score -1859100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1859104.875000 Penalty: 2885.392822
	Iteration 36Q: 3 clusters Score -1859105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1859107.250000 Penalty: 2885.392822
	Iteration 37Q: 3 clusters Score -1859107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1859111.625000 Penalty: 2885.392822
	Iteration 38Q: 3 clusters Score -1859112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1859115.750000 Penalty: 2885.392822
	Iteration 39Q: 3 clusters Score -1859116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1859115.000000 Penalty: 2885.392822
	Iteration 40F: 3 clusters Score -1859115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1859114.500000 Penalty: 2885.392822
	Iteration 41Q: 3 clusters Score -1859114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1859117.250000 Penalty: 2885.392822
	Iteration 42Q: 3 clusters Score -1859117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1859116.375000 Penalty: 2885.392822
	Iteration 43Q: 3 clusters Score -1859116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1859120.625000 Penalty: 2885.392822
	Iteration 44Q: 3 clusters Score -1859121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1859119.000000 Penalty: 2885.392822
	Iteration 45Q: 3 clusters Score -1859119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1859120.000000 Penalty: 2885.392822
	Iteration 46Q: 3 clusters Score -1859120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1859118.875000 Penalty: 2885.392822
	Iteration 47Q: 3 clusters Score -1859119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1859119.750000 Penalty: 2885.392822
	Iteration 48Q: 3 clusters Score -1859120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1859117.875000 Penalty: 2885.392822
	Iteration 49Q: 3 clusters Score -1859118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1859115.375000 Penalty: 2885.392822
	Iteration 50Q: 3 clusters Score -1859115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1859116.750000 Penalty: 2885.392822
	Iteration 51Q: 3 clusters Score -1859117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1859114.750000 Penalty: 2885.392822
	Iteration 52Q: 3 clusters Score -1859115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1859117.000000 Penalty: 2885.392822
	Iteration 53Q: 3 clusters Score -1859117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1859119.125000 Penalty: 2885.392822
	Iteration 54Q: 3 clusters Score -1859119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1859118.750000 Penalty: 2885.392822
	Iteration 55Q: 3 clusters Score -1859119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1859124.000000 Penalty: 2885.392822
	Iteration 56Q: 3 clusters Score -1859124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1859122.125000 Penalty: 2885.392822
	Iteration 57Q: 3 clusters Score -1859122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1859123.500000 Penalty: 2885.392822
	Iteration 58Q: 3 clusters Score -1859124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1859123.625000 Penalty: 2885.392822
	Iteration 59Q: 3 clusters Score -1859124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1859121.875000 Penalty: 2885.392822
	Iteration 60F: 3 clusters Score -1859122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1859125.750000 Penalty: 2885.392822
	Iteration 61Q: 3 clusters Score -1859126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1859125.625000 Penalty: 2885.392822
	Iteration 62Q: 3 clusters Score -1859126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1859124.125000 Penalty: 2885.392822
	Iteration 63Q: 3 clusters Score -1859124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1859126.750000 Penalty: 2885.392822
	Iteration 64Q: 3 clusters Score -1859127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1859126.125000 Penalty: 2885.392822
	Iteration 65Q: 3 clusters Score -1859126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1859125.875000 Penalty: 2885.392822
	Iteration 66Q: 3 clusters Score -1859126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1859126.625000 Penalty: 2885.392822
	Iteration 67Q: 3 clusters Score -1859127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1859128.625000 Penalty: 2885.392822
	Iteration 68Q: 3 clusters Score -1859129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1859128.625000 Penalty: 2885.392822
	Iteration 69F: 3 clusters Score -1859129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Entering Unmasked Estep 
Score: -1517764.375000 Penalty: 1416.317993
	Iteration 0F: 2 clusters Score -1517764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1508688.625000 Penalty: 2832.635986
	Iteration 0F: 3 clusters Score -1508689 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1511877.500000 Penalty: 2832.635986
	Iteration 1F: 3 clusters Score -1511878 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1512217.125000 Penalty: 2832.635986
	Iteration 2F: 3 clusters Score -1512217 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1512484.625000 Penalty: 2832.635986
	Iteration 3Q: 3 clusters Score -1512485 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1512754.500000 Penalty: 2832.635986
	Iteration 4Q: 3 clusters Score -1512754 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1513055.500000 Penalty: 2832.635986
	Iteration 5Q: 3 clusters Score -1513056 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1513359.875000 Penalty: 2832.635986
	Iteration 6Q: 3 clusters Score -1513360 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1513697.250000 Penalty: 2832.635986
	Iteration 7Q: 3 clusters Score -1513697 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1514108.750000 Penalty: 2832.635986
	Iteration 8Q: 3 clusters Score -1514109 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1514586.250000 Penalty: 2832.635986
	Iteration 9Q: 3 clusters Score -1514586 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1515066.625000 Penalty: 2832.635986
	Iteration 10Q: 3 clusters Score -1515067 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1515467.875000 Penalty: 2832.635986
	Iteration 11Q: 3 clusters Score -1515468 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1515827.000000 Penalty: 2832.635986
	Iteration 12Q: 3 clusters Score -1515827 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1516092.625000 Penalty: 2832.635986
	Iteration 13Q: 3 clusters Score -1516093 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1516288.625000 Penalty: 2832.635986
	Iteration 14Q: 3 clusters Score -1516289 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1516428.375000 Penalty: 2832.635986
	Iteration 15Q: 3 clusters Score -1516428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1516526.750000 Penalty: 2832.635986
	Iteration 16Q: 3 clusters Score -1516527 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1516613.000000 Penalty: 2832.635986
	Iteration 17Q: 3 clusters Score -1516613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1516673.000000 Penalty: 2832.635986
	Iteration 18Q: 3 clusters Score -1516673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1516721.500000 Penalty: 2832.635986
	Iteration 19Q: 3 clusters Score -1516722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1516743.875000 Penalty: 2832.635986
	Iteration 20F: 3 clusters Score -1516744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1516762.875000 Penalty: 2832.635986
	Iteration 21Q: 3 clusters Score -1516763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1516780.375000 Penalty: 2832.635986
	Iteration 22Q: 3 clusters Score -1516780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1516796.000000 Penalty: 2832.635986
	Iteration 23Q: 3 clusters Score -1516796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1516813.750000 Penalty: 2832.635986
	Iteration 24Q: 3 clusters Score -1516814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1516819.750000 Penalty: 2832.635986
	Iteration 25Q: 3 clusters Score -1516820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1516829.125000 Penalty: 2832.635986
	Iteration 26Q: 3 clusters Score -1516829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1516836.500000 Penalty: 2832.635986
	Iteration 27Q: 3 clusters Score -1516836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1516846.250000 Penalty: 2832.635986
	Iteration 28Q: 3 clusters Score -1516846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1516847.375000 Penalty: 2832.635986
	Iteration 29Q: 3 clusters Score -1516847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1516853.125000 Penalty: 2832.635986
	Iteration 30Q: 3 clusters Score -1516853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1516860.500000 Penalty: 2832.635986
	Iteration 31Q: 3 clusters Score -1516860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1516864.750000 Penalty: 2832.635986
	Iteration 32Q: 3 clusters Score -1516865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1516869.125000 Penalty: 2832.635986
	Iteration 33Q: 3 clusters Score -1516869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1516875.375000 Penalty: 2832.635986
	Iteration 34Q: 3 clusters Score -1516875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1516878.875000 Penalty: 2832.635986
	Iteration 35Q: 3 clusters Score -1516879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1516876.625000 Penalty: 2832.635986
	Iteration 36Q: 3 clusters Score -1516877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1516880.625000 Penalty: 2832.635986
	Iteration 37Q: 3 clusters Score -1516881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1516879.000000 Penalty: 2832.635986
	Iteration 38Q: 3 clusters Score -1516879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1516879.000000 Penalty: 2832.635986
	Iteration 39F: 3 clusters Score -1516879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Entering Unmasked Estep 
Score: -2468519.500000 Penalty: 1481.118408
	Iteration 0F: 2 clusters Score -2468520 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 10516 members 
Entering Unmasked Estep 
Score: -2454821.250000 Penalty: 2962.236816
	Iteration 0F: 3 clusters Score -2454821 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2459699.750000 Penalty: 2962.236816
	Iteration 1F: 3 clusters Score -2459700 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2460067.750000 Penalty: 2962.236816
	Iteration 2F: 3 clusters Score -2460068 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2460369.000000 Penalty: 2962.236816
	Iteration 3Q: 3 clusters Score -2460369 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2460606.750000 Penalty: 2962.236816
	Iteration 4Q: 3 clusters Score -2460607 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2460845.250000 Penalty: 2962.236816
	Iteration 5Q: 3 clusters Score -2460845 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2461085.750000 Penalty: 2962.236816
	Iteration 6Q: 3 clusters Score -2461086 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2461360.500000 Penalty: 2962.236816
	Iteration 7Q: 3 clusters Score -2461360 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2461653.500000 Penalty: 2962.236816
	Iteration 8Q: 3 clusters Score -2461654 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2461942.500000 Penalty: 2962.236816
	Iteration 9Q: 3 clusters Score -2461942 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2462225.000000 Penalty: 2962.236816
	Iteration 10Q: 3 clusters Score -2462225 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2462519.500000 Penalty: 2962.236816
	Iteration 11Q: 3 clusters Score -2462520 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2462855.250000 Penalty: 2962.236816
	Iteration 12Q: 3 clusters Score -2462855 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2463304.750000 Penalty: 2962.236816
	Iteration 13Q: 3 clusters Score -2463305 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2463790.750000 Penalty: 2962.236816
	Iteration 14Q: 3 clusters Score -2463791 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2464309.500000 Penalty: 2962.236816
	Iteration 15Q: 3 clusters Score -2464310 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2464855.250000 Penalty: 2962.236816
	Iteration 16Q: 3 clusters Score -2464855 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2465353.750000 Penalty: 2962.236816
	Iteration 17Q: 3 clusters Score -2465354 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2465845.750000 Penalty: 2962.236816
	Iteration 18Q: 3 clusters Score -2465846 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2466306.750000 Penalty: 2962.236816
	Iteration 19Q: 3 clusters Score -2466307 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2466636.750000 Penalty: 2962.236816
	Iteration 20F: 3 clusters Score -2466637 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2466881.000000 Penalty: 2962.236816
	Iteration 21Q: 3 clusters Score -2466881 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2467012.750000 Penalty: 2962.236816
	Iteration 22Q: 3 clusters Score -2467013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2467100.000000 Penalty: 2962.236816
	Iteration 23Q: 3 clusters Score -2467100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2467162.500000 Penalty: 2962.236816
	Iteration 24Q: 3 clusters Score -2467162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2467195.750000 Penalty: 2962.236816
	Iteration 25Q: 3 clusters Score -2467196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2467228.750000 Penalty: 2962.236816
	Iteration 26Q: 3 clusters Score -2467229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2467254.250000 Penalty: 2962.236816
	Iteration 27Q: 3 clusters Score -2467254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2467277.000000 Penalty: 2962.236816
	Iteration 28Q: 3 clusters Score -2467277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2467293.750000 Penalty: 2962.236816
	Iteration 29Q: 3 clusters Score -2467294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2467303.000000 Penalty: 2962.236816
	Iteration 30Q: 3 clusters Score -2467303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2467310.750000 Penalty: 2962.236816
	Iteration 31Q: 3 clusters Score -2467311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2467315.250000 Penalty: 2962.236816
	Iteration 32Q: 3 clusters Score -2467315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2467318.750000 Penalty: 2962.236816
	Iteration 33Q: 3 clusters Score -2467319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2467324.250000 Penalty: 2962.236816
	Iteration 34Q: 3 clusters Score -2467324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2467324.250000 Penalty: 2962.236816
	Iteration 35Q: 3 clusters Score -2467324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2467324.250000 Penalty: 2962.236816
	Iteration 36F: 3 clusters Score -2467324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -932790.750000 Penalty: 1335.592651
	Iteration 0F: 2 clusters Score -932790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -927357.125000 Penalty: 2671.185303
	Iteration 0F: 3 clusters Score -927357.1 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -929005.000000 Penalty: 2671.185303
	Iteration 1F: 3 clusters Score -929005 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -929222.375000 Penalty: 2671.185303
	Iteration 2F: 3 clusters Score -929222.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -929361.312500 Penalty: 2671.185303
	Iteration 3Q: 3 clusters Score -929361.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -929455.500000 Penalty: 2671.185303
	Iteration 4Q: 3 clusters Score -929455.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -929524.750000 Penalty: 2671.185303
	Iteration 5Q: 3 clusters Score -929524.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -929574.312500 Penalty: 2671.185303
	Iteration 6Q: 3 clusters Score -929574.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -929622.000000 Penalty: 2671.185303
	Iteration 7Q: 3 clusters Score -929622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -929662.500000 Penalty: 2671.185303
	Iteration 8Q: 3 clusters Score -929662.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -929697.125000 Penalty: 2671.185303
	Iteration 9Q: 3 clusters Score -929697.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -929728.500000 Penalty: 2671.185303
	Iteration 10Q: 3 clusters Score -929728.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -929748.312500 Penalty: 2671.185303
	Iteration 11Q: 3 clusters Score -929748.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -929771.000000 Penalty: 2671.185303
	Iteration 12Q: 3 clusters Score -929771 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -929796.500000 Penalty: 2671.185303
	Iteration 13Q: 3 clusters Score -929796.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -929814.375000 Penalty: 2671.185303
	Iteration 14Q: 3 clusters Score -929814.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -929832.500000 Penalty: 2671.185303
	Iteration 15Q: 3 clusters Score -929832.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -929847.437500 Penalty: 2671.185303
	Iteration 16Q: 3 clusters Score -929847.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -929864.312500 Penalty: 2671.185303
	Iteration 17Q: 3 clusters Score -929864.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -929881.625000 Penalty: 2671.185303
	Iteration 18Q: 3 clusters Score -929881.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -929907.250000 Penalty: 2671.185303
	Iteration 19Q: 3 clusters Score -929907.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -929937.812500 Penalty: 2671.185303
	Iteration 20F: 3 clusters Score -929937.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -929978.437500 Penalty: 2671.185303
	Iteration 21Q: 3 clusters Score -929978.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -930021.562500 Penalty: 2671.185303
	Iteration 22Q: 3 clusters Score -930021.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -930061.375000 Penalty: 2671.185303
	Iteration 23Q: 3 clusters Score -930061.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -930109.250000 Penalty: 2671.185303
	Iteration 24Q: 3 clusters Score -930109.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -930168.625000 Penalty: 2671.185303
	Iteration 25Q: 3 clusters Score -930168.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -930244.812500 Penalty: 2671.185303
	Iteration 26Q: 3 clusters Score -930244.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -930341.375000 Penalty: 2671.185303
	Iteration 27Q: 3 clusters Score -930341.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -930448.562500 Penalty: 2671.185303
	Iteration 28Q: 3 clusters Score -930448.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -930563.750000 Penalty: 2671.185303
	Iteration 29Q: 3 clusters Score -930563.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -930697.312500 Penalty: 2671.185303
	Iteration 30Q: 3 clusters Score -930697.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -930829.000000 Penalty: 2671.185303
	Iteration 31Q: 3 clusters Score -930829 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -930974.312500 Penalty: 2671.185303
	Iteration 32Q: 3 clusters Score -930974.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -931110.875000 Penalty: 2671.185303
	Iteration 33Q: 3 clusters Score -931110.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -931236.062500 Penalty: 2671.185303
	Iteration 34Q: 3 clusters Score -931236.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -931342.187500 Penalty: 2671.185303
	Iteration 35Q: 3 clusters Score -931342.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -931432.562500 Penalty: 2671.185303
	Iteration 36Q: 3 clusters Score -931432.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -931506.375000 Penalty: 2671.185303
	Iteration 37Q: 3 clusters Score -931506.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -931553.937500 Penalty: 2671.185303
	Iteration 38Q: 3 clusters Score -931553.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -931598.937500 Penalty: 2671.185303
	Iteration 39Q: 3 clusters Score -931598.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -931627.187500 Penalty: 2671.185303
	Iteration 40F: 3 clusters Score -931627.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -931653.937500 Penalty: 2671.185303
	Iteration 41Q: 3 clusters Score -931653.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -931676.062500 Penalty: 2671.185303
	Iteration 42Q: 3 clusters Score -931676.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -931691.812500 Penalty: 2671.185303
	Iteration 43Q: 3 clusters Score -931691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -931702.125000 Penalty: 2671.185303
	Iteration 44Q: 3 clusters Score -931702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -931714.812500 Penalty: 2671.185303
	Iteration 45Q: 3 clusters Score -931714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -931724.687500 Penalty: 2671.185303
	Iteration 46Q: 3 clusters Score -931724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -931737.187500 Penalty: 2671.185303
	Iteration 47Q: 3 clusters Score -931737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -931749.687500 Penalty: 2671.185303
	Iteration 48Q: 3 clusters Score -931749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -931754.250000 Penalty: 2671.185303
	Iteration 49Q: 3 clusters Score -931754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -931756.187500 Penalty: 2671.185303
	Iteration 50Q: 3 clusters Score -931756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -931757.375000 Penalty: 2671.185303
	Iteration 51Q: 3 clusters Score -931757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -931759.125000 Penalty: 2671.185303
	Iteration 52Q: 3 clusters Score -931759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -931759.875000 Penalty: 2671.185303
	Iteration 53Q: 3 clusters Score -931759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -931760.062500 Penalty: 2671.185303
	Iteration 54Q: 3 clusters Score -931760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -931761.875000 Penalty: 2671.185303
	Iteration 55Q: 3 clusters Score -931761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -931761.875000 Penalty: 2671.185303
	Iteration 56F: 3 clusters Score -931761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Entering Unmasked Estep 
Score: -5916727.000000 Penalty: 1618.186646
	Iteration 0F: 2 clusters Score -5916727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -5882323.000000 Penalty: 3236.373291
	Iteration 0F: 3 clusters Score -5882323 nChanged 24548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5896288.500000 Penalty: 3236.373291
	Iteration 1F: 3 clusters Score -5896288 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5897097.500000 Penalty: 3236.373291
	Iteration 2Q: 3 clusters Score -5897098 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5898091.000000 Penalty: 3236.373291
	Iteration 3Q: 3 clusters Score -5898091 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -5899461.500000 Penalty: 3236.373291
	Iteration 4F: 3 clusters Score -5899462 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -5901355.500000 Penalty: 3236.373291
	Iteration 5F: 3 clusters Score -5901356 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5903925.000000 Penalty: 3236.373291
	Iteration 6F: 3 clusters Score -5903925 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5906826.500000 Penalty: 3236.373291
	Iteration 7F: 3 clusters Score -5906826 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -5909475.500000 Penalty: 3236.373291
	Iteration 8F: 3 clusters Score -5909476 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -5911521.500000 Penalty: 3236.373291
	Iteration 9Q: 3 clusters Score -5911522 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -5912909.500000 Penalty: 3236.373291
	Iteration 10Q: 3 clusters Score -5912910 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -5913823.000000 Penalty: 3236.373291
	Iteration 11Q: 3 clusters Score -5913823 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -5914482.000000 Penalty: 3236.373291
	Iteration 12Q: 3 clusters Score -5914482 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -5914888.000000 Penalty: 3236.373291
	Iteration 13Q: 3 clusters Score -5914888 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -5915147.000000 Penalty: 3236.373291
	Iteration 14Q: 3 clusters Score -5915147 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -5915241.500000 Penalty: 3236.373291
	Iteration 15Q: 3 clusters Score -5915242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -5915341.000000 Penalty: 3236.373291
	Iteration 16Q: 3 clusters Score -5915341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -5915407.000000 Penalty: 3236.373291
	Iteration 17Q: 3 clusters Score -5915407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -5915448.500000 Penalty: 3236.373291
	Iteration 18Q: 3 clusters Score -5915448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -5915475.000000 Penalty: 3236.373291
	Iteration 19Q: 3 clusters Score -5915475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -5915486.000000 Penalty: 3236.373291
	Iteration 20F: 3 clusters Score -5915486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -5915508.500000 Penalty: 3236.373291
	Iteration 21Q: 3 clusters Score -5915508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -5915522.000000 Penalty: 3236.373291
	Iteration 22Q: 3 clusters Score -5915522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -5915525.500000 Penalty: 3236.373291
	Iteration 23Q: 3 clusters Score -5915526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -5915526.500000 Penalty: 3236.373291
	Iteration 24Q: 3 clusters Score -5915526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -5915524.000000 Penalty: 3236.373291
	Iteration 25Q: 3 clusters Score -5915524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -5915528.000000 Penalty: 3236.373291
	Iteration 26Q: 3 clusters Score -5915528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -5915533.000000 Penalty: 3236.373291
	Iteration 27Q: 3 clusters Score -5915533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -5915537.000000 Penalty: 3236.373291
	Iteration 28Q: 3 clusters Score -5915537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -5915542.500000 Penalty: 3236.373291
	Iteration 29Q: 3 clusters Score -5915542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -5915548.000000 Penalty: 3236.373291
	Iteration 30Q: 3 clusters Score -5915548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -5915549.000000 Penalty: 3236.373291
	Iteration 31Q: 3 clusters Score -5915549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -5915553.000000 Penalty: 3236.373291
	Iteration 32Q: 3 clusters Score -5915553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -5915553.000000 Penalty: 3236.373291
	Iteration 33F: 3 clusters Score -5915553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Entering Unmasked Estep 
Score: -971214.000000 Penalty: 1349.004761
	Iteration 0F: 2 clusters Score -971214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -965264.750000 Penalty: 2698.009521
	Iteration 0F: 3 clusters Score -965264.8 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -967148.187500 Penalty: 2698.009521
	Iteration 1F: 3 clusters Score -967148.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -967399.937500 Penalty: 2698.009521
	Iteration 2F: 3 clusters Score -967399.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -967564.625000 Penalty: 2698.009521
	Iteration 3Q: 3 clusters Score -967564.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -967693.687500 Penalty: 2698.009521
	Iteration 4Q: 3 clusters Score -967693.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -967797.187500 Penalty: 2698.009521
	Iteration 5Q: 3 clusters Score -967797.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -967895.125000 Penalty: 2698.009521
	Iteration 6Q: 3 clusters Score -967895.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -967978.312500 Penalty: 2698.009521
	Iteration 7Q: 3 clusters Score -967978.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -968068.875000 Penalty: 2698.009521
	Iteration 8Q: 3 clusters Score -968068.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -968153.625000 Penalty: 2698.009521
	Iteration 9Q: 3 clusters Score -968153.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -968232.375000 Penalty: 2698.009521
	Iteration 10Q: 3 clusters Score -968232.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -968315.562500 Penalty: 2698.009521
	Iteration 11Q: 3 clusters Score -968315.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -968411.062500 Penalty: 2698.009521
	Iteration 12Q: 3 clusters Score -968411.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -968509.062500 Penalty: 2698.009521
	Iteration 13Q: 3 clusters Score -968509.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -968603.187500 Penalty: 2698.009521
	Iteration 14Q: 3 clusters Score -968603.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -968701.375000 Penalty: 2698.009521
	Iteration 15Q: 3 clusters Score -968701.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -968799.500000 Penalty: 2698.009521
	Iteration 16Q: 3 clusters Score -968799.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -968916.312500 Penalty: 2698.009521
	Iteration 17Q: 3 clusters Score -968916.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -969029.687500 Penalty: 2698.009521
	Iteration 18Q: 3 clusters Score -969029.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -969142.437500 Penalty: 2698.009521
	Iteration 19Q: 3 clusters Score -969142.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -969240.375000 Penalty: 2698.009521
	Iteration 20F: 3 clusters Score -969240.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -969325.500000 Penalty: 2698.009521
	Iteration 21Q: 3 clusters Score -969325.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -969408.812500 Penalty: 2698.009521
	Iteration 22Q: 3 clusters Score -969408.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -969485.562500 Penalty: 2698.009521
	Iteration 23Q: 3 clusters Score -969485.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -969560.437500 Penalty: 2698.009521
	Iteration 24Q: 3 clusters Score -969560.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -969618.500000 Penalty: 2698.009521
	Iteration 25Q: 3 clusters Score -969618.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -969669.812500 Penalty: 2698.009521
	Iteration 26Q: 3 clusters Score -969669.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -969726.312500 Penalty: 2698.009521
	Iteration 27Q: 3 clusters Score -969726.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -969789.562500 Penalty: 2698.009521
	Iteration 28Q: 3 clusters Score -969789.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -969851.750000 Penalty: 2698.009521
	Iteration 29Q: 3 clusters Score -969851.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -969905.812500 Penalty: 2698.009521
	Iteration 30Q: 3 clusters Score -969905.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -969958.187500 Penalty: 2698.009521
	Iteration 31Q: 3 clusters Score -969958.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -970010.250000 Penalty: 2698.009521
	Iteration 32Q: 3 clusters Score -970010.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -970045.250000 Penalty: 2698.009521
	Iteration 33Q: 3 clusters Score -970045.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -970081.687500 Penalty: 2698.009521
	Iteration 34Q: 3 clusters Score -970081.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -970114.375000 Penalty: 2698.009521
	Iteration 35Q: 3 clusters Score -970114.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -970157.750000 Penalty: 2698.009521
	Iteration 36Q: 3 clusters Score -970157.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -970202.250000 Penalty: 2698.009521
	Iteration 37Q: 3 clusters Score -970202.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -970255.187500 Penalty: 2698.009521
	Iteration 38Q: 3 clusters Score -970255.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -970299.437500 Penalty: 2698.009521
	Iteration 39Q: 3 clusters Score -970299.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -970334.812500 Penalty: 2698.009521
	Iteration 40F: 3 clusters Score -970334.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -970354.750000 Penalty: 2698.009521
	Iteration 41Q: 3 clusters Score -970354.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -970384.125000 Penalty: 2698.009521
	Iteration 42Q: 3 clusters Score -970384.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -970416.625000 Penalty: 2698.009521
	Iteration 43Q: 3 clusters Score -970416.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -970450.000000 Penalty: 2698.009521
	Iteration 44Q: 3 clusters Score -970450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -970474.875000 Penalty: 2698.009521
	Iteration 45Q: 3 clusters Score -970474.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -970501.250000 Penalty: 2698.009521
	Iteration 46Q: 3 clusters Score -970501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -970524.375000 Penalty: 2698.009521
	Iteration 47Q: 3 clusters Score -970524.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -970540.875000 Penalty: 2698.009521
	Iteration 48Q: 3 clusters Score -970540.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -970551.937500 Penalty: 2698.009521
	Iteration 49Q: 3 clusters Score -970551.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -970558.687500 Penalty: 2698.009521
	Iteration 50Q: 3 clusters Score -970558.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -970565.625000 Penalty: 2698.009521
	Iteration 51Q: 3 clusters Score -970565.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -970573.562500 Penalty: 2698.009521
	Iteration 52Q: 3 clusters Score -970573.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -970581.812500 Penalty: 2698.009521
	Iteration 53Q: 3 clusters Score -970581.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -970585.125000 Penalty: 2698.009521
	Iteration 54Q: 3 clusters Score -970585.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -970592.250000 Penalty: 2698.009521
	Iteration 55Q: 3 clusters Score -970592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -970598.125000 Penalty: 2698.009521
	Iteration 56Q: 3 clusters Score -970598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -970602.937500 Penalty: 2698.009521
	Iteration 57Q: 3 clusters Score -970602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -970605.187500 Penalty: 2698.009521
	Iteration 58Q: 3 clusters Score -970605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -970610.562500 Penalty: 2698.009521
	Iteration 59Q: 3 clusters Score -970610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -970613.687500 Penalty: 2698.009521
	Iteration 60F: 3 clusters Score -970613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -970618.812500 Penalty: 2698.009521
	Iteration 61Q: 3 clusters Score -970618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -970619.687500 Penalty: 2698.009521
	Iteration 62Q: 3 clusters Score -970619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -970620.000000 Penalty: 2698.009521
	Iteration 63Q: 3 clusters Score -970620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -970620.500000 Penalty: 2698.009521
	Iteration 64Q: 3 clusters Score -970620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -970621.062500 Penalty: 2698.009521
	Iteration 65Q: 3 clusters Score -970621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -970622.875000 Penalty: 2698.009521
	Iteration 66Q: 3 clusters Score -970622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -970622.500000 Penalty: 2698.009521
	Iteration 67Q: 3 clusters Score -970622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -970624.062500 Penalty: 2698.009521
	Iteration 68Q: 3 clusters Score -970624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -970626.187500 Penalty: 2698.009521
	Iteration 69Q: 3 clusters Score -970626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -970628.250000 Penalty: 2698.009521
	Iteration 70Q: 3 clusters Score -970628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -970631.937500 Penalty: 2698.009521
	Iteration 71Q: 3 clusters Score -970631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -970636.437500 Penalty: 2698.009521
	Iteration 72Q: 3 clusters Score -970636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -970639.000000 Penalty: 2698.009521
	Iteration 73Q: 3 clusters Score -970639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -970640.062500 Penalty: 2698.009521
	Iteration 74Q: 3 clusters Score -970640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -970639.750000 Penalty: 2698.009521
	Iteration 75Q: 3 clusters Score -970639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -970639.250000 Penalty: 2698.009521
	Iteration 76Q: 3 clusters Score -970639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -970640.875000 Penalty: 2698.009521
	Iteration 77Q: 3 clusters Score -970640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -970642.312500 Penalty: 2698.009521
	Iteration 78Q: 3 clusters Score -970642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -970642.062500 Penalty: 2698.009521
	Iteration 79Q: 3 clusters Score -970642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -970644.375000 Penalty: 2698.009521
	Iteration 80F: 3 clusters Score -970644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -970645.375000 Penalty: 2698.009521
	Iteration 81Q: 3 clusters Score -970645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -970648.500000 Penalty: 2698.009521
	Iteration 82Q: 3 clusters Score -970648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -970650.250000 Penalty: 2698.009521
	Iteration 83Q: 3 clusters Score -970650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -970653.750000 Penalty: 2698.009521
	Iteration 84Q: 3 clusters Score -970653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -970653.562500 Penalty: 2698.009521
	Iteration 85Q: 3 clusters Score -970653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -970656.625000 Penalty: 2698.009521
	Iteration 86Q: 3 clusters Score -970656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -970658.375000 Penalty: 2698.009521
	Iteration 87Q: 3 clusters Score -970658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -970659.625000 Penalty: 2698.009521
	Iteration 88Q: 3 clusters Score -970659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -970658.812500 Penalty: 2698.009521
	Iteration 89Q: 3 clusters Score -970658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -970659.875000 Penalty: 2698.009521
	Iteration 90Q: 3 clusters Score -970659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -970661.875000 Penalty: 2698.009521
	Iteration 91Q: 3 clusters Score -970661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -970662.500000 Penalty: 2698.009521
	Iteration 92Q: 3 clusters Score -970662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -970666.437500 Penalty: 2698.009521
	Iteration 93Q: 3 clusters Score -970666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -970667.500000 Penalty: 2698.009521
	Iteration 94Q: 3 clusters Score -970667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -970668.062500 Penalty: 2698.009521
	Iteration 95Q: 3 clusters Score -970668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -970668.375000 Penalty: 2698.009521
	Iteration 96Q: 3 clusters Score -970668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -970668.375000 Penalty: 2698.009521
	Iteration 97F: 3 clusters Score -970668.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -523580.250000 Penalty: 1273.165894
	Iteration 0F: 2 clusters Score -523580.2 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 2605 members 
Entering Unmasked Estep 
Score: -519804.250000 Penalty: 2546.331787
	Iteration 0F: 3 clusters Score -519804.2 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -521021.375000 Penalty: 2546.331787
	Iteration 1F: 3 clusters Score -521021.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -521277.531250 Penalty: 2546.331787
	Iteration 2F: 3 clusters Score -521277.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -521460.156250 Penalty: 2546.331787
	Iteration 3F: 3 clusters Score -521460.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -521613.531250 Penalty: 2546.331787
	Iteration 4Q: 3 clusters Score -521613.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -521748.093750 Penalty: 2546.331787
	Iteration 5Q: 3 clusters Score -521748.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -521856.281250 Penalty: 2546.331787
	Iteration 6Q: 3 clusters Score -521856.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -521940.062500 Penalty: 2546.331787
	Iteration 7Q: 3 clusters Score -521940.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -521997.468750 Penalty: 2546.331787
	Iteration 8Q: 3 clusters Score -521997.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -522041.312500 Penalty: 2546.331787
	Iteration 9Q: 3 clusters Score -522041.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -522078.343750 Penalty: 2546.331787
	Iteration 10Q: 3 clusters Score -522078.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -522110.218750 Penalty: 2546.331787
	Iteration 11Q: 3 clusters Score -522110.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -522145.562500 Penalty: 2546.331787
	Iteration 12Q: 3 clusters Score -522145.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -522179.500000 Penalty: 2546.331787
	Iteration 13Q: 3 clusters Score -522179.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -522209.125000 Penalty: 2546.331787
	Iteration 14Q: 3 clusters Score -522209.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -522243.250000 Penalty: 2546.331787
	Iteration 15Q: 3 clusters Score -522243.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -522276.656250 Penalty: 2546.331787
	Iteration 16Q: 3 clusters Score -522276.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -522320.906250 Penalty: 2546.331787
	Iteration 17Q: 3 clusters Score -522320.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -522356.031250 Penalty: 2546.331787
	Iteration 18Q: 3 clusters Score -522356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -522381.687500 Penalty: 2546.331787
	Iteration 19Q: 3 clusters Score -522381.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -522401.625000 Penalty: 2546.331787
	Iteration 20F: 3 clusters Score -522401.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -522434.687500 Penalty: 2546.331787
	Iteration 21Q: 3 clusters Score -522434.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -522464.656250 Penalty: 2546.331787
	Iteration 22Q: 3 clusters Score -522464.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -522486.437500 Penalty: 2546.331787
	Iteration 23Q: 3 clusters Score -522486.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -522504.656250 Penalty: 2546.331787
	Iteration 24Q: 3 clusters Score -522504.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -522521.281250 Penalty: 2546.331787
	Iteration 25Q: 3 clusters Score -522521.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -522537.656250 Penalty: 2546.331787
	Iteration 26Q: 3 clusters Score -522537.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -522553.500000 Penalty: 2546.331787
	Iteration 27Q: 3 clusters Score -522553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -522572.843750 Penalty: 2546.331787
	Iteration 28Q: 3 clusters Score -522572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -522587.156250 Penalty: 2546.331787
	Iteration 29Q: 3 clusters Score -522587.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -522601.218750 Penalty: 2546.331787
	Iteration 30Q: 3 clusters Score -522601.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -522610.687500 Penalty: 2546.331787
	Iteration 31Q: 3 clusters Score -522610.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -522617.250000 Penalty: 2546.331787
	Iteration 32Q: 3 clusters Score -522617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -522624.156250 Penalty: 2546.331787
	Iteration 33Q: 3 clusters Score -522624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -522630.625000 Penalty: 2546.331787
	Iteration 34Q: 3 clusters Score -522630.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -522633.125000 Penalty: 2546.331787
	Iteration 35Q: 3 clusters Score -522633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -522640.437500 Penalty: 2546.331787
	Iteration 36Q: 3 clusters Score -522640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -522645.281250 Penalty: 2546.331787
	Iteration 37Q: 3 clusters Score -522645.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -522651.812500 Penalty: 2546.331787
	Iteration 38Q: 3 clusters Score -522651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -522658.031250 Penalty: 2546.331787
	Iteration 39Q: 3 clusters Score -522658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -522662.875000 Penalty: 2546.331787
	Iteration 40F: 3 clusters Score -522662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -522668.937500 Penalty: 2546.331787
	Iteration 41Q: 3 clusters Score -522668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -522679.406250 Penalty: 2546.331787
	Iteration 42Q: 3 clusters Score -522679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -522684.562500 Penalty: 2546.331787
	Iteration 43Q: 3 clusters Score -522684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -522690.343750 Penalty: 2546.331787
	Iteration 44Q: 3 clusters Score -522690.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -522696.031250 Penalty: 2546.331787
	Iteration 45Q: 3 clusters Score -522696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -522698.406250 Penalty: 2546.331787
	Iteration 46Q: 3 clusters Score -522698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -522699.187500 Penalty: 2546.331787
	Iteration 47Q: 3 clusters Score -522699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -522701.812500 Penalty: 2546.331787
	Iteration 48Q: 3 clusters Score -522701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -522703.750000 Penalty: 2546.331787
	Iteration 49Q: 3 clusters Score -522703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -522704.468750 Penalty: 2546.331787
	Iteration 50Q: 3 clusters Score -522704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -522704.468750 Penalty: 2546.331787
	Iteration 51F: 3 clusters Score -522704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -1164037.625000 Penalty: 1368.762451
	Iteration 0F: 2 clusters Score -1164038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1157346.000000 Penalty: 2737.524902
	Iteration 0F: 3 clusters Score -1157346 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1159507.875000 Penalty: 2737.524902
	Iteration 1F: 3 clusters Score -1159508 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1159745.000000 Penalty: 2737.524902
	Iteration 2F: 3 clusters Score -1159745 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1159918.375000 Penalty: 2737.524902
	Iteration 3Q: 3 clusters Score -1159918 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1160045.250000 Penalty: 2737.524902
	Iteration 4Q: 3 clusters Score -1160045 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1160142.250000 Penalty: 2737.524902
	Iteration 5Q: 3 clusters Score -1160142 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1160222.875000 Penalty: 2737.524902
	Iteration 6Q: 3 clusters Score -1160223 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1160281.250000 Penalty: 2737.524902
	Iteration 7Q: 3 clusters Score -1160281 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1160333.750000 Penalty: 2737.524902
	Iteration 8Q: 3 clusters Score -1160334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1160381.250000 Penalty: 2737.524902
	Iteration 9Q: 3 clusters Score -1160381 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1160425.875000 Penalty: 2737.524902
	Iteration 10Q: 3 clusters Score -1160426 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1160464.375000 Penalty: 2737.524902
	Iteration 11Q: 3 clusters Score -1160464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1160498.250000 Penalty: 2737.524902
	Iteration 12Q: 3 clusters Score -1160498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1160525.750000 Penalty: 2737.524902
	Iteration 13Q: 3 clusters Score -1160526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1160548.250000 Penalty: 2737.524902
	Iteration 14Q: 3 clusters Score -1160548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1160572.500000 Penalty: 2737.524902
	Iteration 15Q: 3 clusters Score -1160572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1160607.750000 Penalty: 2737.524902
	Iteration 16Q: 3 clusters Score -1160608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1160638.250000 Penalty: 2737.524902
	Iteration 17Q: 3 clusters Score -1160638 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1160671.625000 Penalty: 2737.524902
	Iteration 18Q: 3 clusters Score -1160672 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1160705.625000 Penalty: 2737.524902
	Iteration 19Q: 3 clusters Score -1160706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1160752.500000 Penalty: 2737.524902
	Iteration 20F: 3 clusters Score -1160752 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1160805.625000 Penalty: 2737.524902
	Iteration 21Q: 3 clusters Score -1160806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1160868.000000 Penalty: 2737.524902
	Iteration 22Q: 3 clusters Score -1160868 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1160945.000000 Penalty: 2737.524902
	Iteration 23Q: 3 clusters Score -1160945 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1161026.125000 Penalty: 2737.524902
	Iteration 24Q: 3 clusters Score -1161026 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1161126.125000 Penalty: 2737.524902
	Iteration 25Q: 3 clusters Score -1161126 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1161250.625000 Penalty: 2737.524902
	Iteration 26Q: 3 clusters Score -1161251 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1161407.125000 Penalty: 2737.524902
	Iteration 27Q: 3 clusters Score -1161407 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1161581.250000 Penalty: 2737.524902
	Iteration 28Q: 3 clusters Score -1161581 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1161753.375000 Penalty: 2737.524902
	Iteration 29Q: 3 clusters Score -1161753 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1161952.375000 Penalty: 2737.524902
	Iteration 30Q: 3 clusters Score -1161952 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1162141.125000 Penalty: 2737.524902
	Iteration 31Q: 3 clusters Score -1162141 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1162304.500000 Penalty: 2737.524902
	Iteration 32Q: 3 clusters Score -1162304 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1162437.750000 Penalty: 2737.524902
	Iteration 33Q: 3 clusters Score -1162438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1162550.625000 Penalty: 2737.524902
	Iteration 34Q: 3 clusters Score -1162551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1162641.750000 Penalty: 2737.524902
	Iteration 35Q: 3 clusters Score -1162642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1162704.375000 Penalty: 2737.524902
	Iteration 36Q: 3 clusters Score -1162704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1162749.375000 Penalty: 2737.524902
	Iteration 37Q: 3 clusters Score -1162749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1162795.375000 Penalty: 2737.524902
	Iteration 38Q: 3 clusters Score -1162795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1162830.750000 Penalty: 2737.524902
	Iteration 39Q: 3 clusters Score -1162831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1162854.875000 Penalty: 2737.524902
	Iteration 40F: 3 clusters Score -1162855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1162879.875000 Penalty: 2737.524902
	Iteration 41Q: 3 clusters Score -1162880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1162900.125000 Penalty: 2737.524902
	Iteration 42Q: 3 clusters Score -1162900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1162911.750000 Penalty: 2737.524902
	Iteration 43Q: 3 clusters Score -1162912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1162921.625000 Penalty: 2737.524902
	Iteration 44Q: 3 clusters Score -1162922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1162932.125000 Penalty: 2737.524902
	Iteration 45Q: 3 clusters Score -1162932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1162938.375000 Penalty: 2737.524902
	Iteration 46Q: 3 clusters Score -1162938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1162946.500000 Penalty: 2737.524902
	Iteration 47Q: 3 clusters Score -1162946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1162952.875000 Penalty: 2737.524902
	Iteration 48Q: 3 clusters Score -1162953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1162958.375000 Penalty: 2737.524902
	Iteration 49Q: 3 clusters Score -1162958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1162962.125000 Penalty: 2737.524902
	Iteration 50Q: 3 clusters Score -1162962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1162965.250000 Penalty: 2737.524902
	Iteration 51Q: 3 clusters Score -1162965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1162966.750000 Penalty: 2737.524902
	Iteration 52Q: 3 clusters Score -1162967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1162967.750000 Penalty: 2737.524902
	Iteration 53Q: 3 clusters Score -1162968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1162969.375000 Penalty: 2737.524902
	Iteration 54Q: 3 clusters Score -1162969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1162972.750000 Penalty: 2737.524902
	Iteration 55Q: 3 clusters Score -1162973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1162973.875000 Penalty: 2737.524902
	Iteration 56Q: 3 clusters Score -1162974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1162975.750000 Penalty: 2737.524902
	Iteration 57Q: 3 clusters Score -1162976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1162977.750000 Penalty: 2737.524902
	Iteration 58Q: 3 clusters Score -1162978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1162977.750000 Penalty: 2737.524902
	Iteration 59Q: 3 clusters Score -1162978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1162977.750000 Penalty: 2737.524902
	Iteration 60F: 3 clusters Score -1162978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Entering Unmasked Estep 
Score: -1195874.125000 Penalty: 1385.933594
	Iteration 0F: 2 clusters Score -1195874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1188408.375000 Penalty: 2771.867188
	Iteration 0F: 3 clusters Score -1188408 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1190949.750000 Penalty: 2771.867188
	Iteration 1F: 3 clusters Score -1190950 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1191305.125000 Penalty: 2771.867188
	Iteration 2F: 3 clusters Score -1191305 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1191522.375000 Penalty: 2771.867188
	Iteration 3F: 3 clusters Score -1191522 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1191713.000000 Penalty: 2771.867188
	Iteration 4Q: 3 clusters Score -1191713 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1191895.500000 Penalty: 2771.867188
	Iteration 5Q: 3 clusters Score -1191896 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1192084.625000 Penalty: 2771.867188
	Iteration 6Q: 3 clusters Score -1192085 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1192276.125000 Penalty: 2771.867188
	Iteration 7Q: 3 clusters Score -1192276 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1192458.250000 Penalty: 2771.867188
	Iteration 8Q: 3 clusters Score -1192458 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1192641.875000 Penalty: 2771.867188
	Iteration 9Q: 3 clusters Score -1192642 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1192844.875000 Penalty: 2771.867188
	Iteration 10Q: 3 clusters Score -1192845 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1193053.250000 Penalty: 2771.867188
	Iteration 11Q: 3 clusters Score -1193053 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1193249.250000 Penalty: 2771.867188
	Iteration 12Q: 3 clusters Score -1193249 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1193435.625000 Penalty: 2771.867188
	Iteration 13Q: 3 clusters Score -1193436 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1193616.125000 Penalty: 2771.867188
	Iteration 14Q: 3 clusters Score -1193616 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1193770.750000 Penalty: 2771.867188
	Iteration 15Q: 3 clusters Score -1193771 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1193892.125000 Penalty: 2771.867188
	Iteration 16Q: 3 clusters Score -1193892 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1193999.875000 Penalty: 2771.867188
	Iteration 17Q: 3 clusters Score -1194000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1194090.000000 Penalty: 2771.867188
	Iteration 18Q: 3 clusters Score -1194090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1194156.625000 Penalty: 2771.867188
	Iteration 19Q: 3 clusters Score -1194157 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1194213.500000 Penalty: 2771.867188
	Iteration 20F: 3 clusters Score -1194214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1194255.000000 Penalty: 2771.867188
	Iteration 21Q: 3 clusters Score -1194255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1194291.625000 Penalty: 2771.867188
	Iteration 22Q: 3 clusters Score -1194292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1194329.625000 Penalty: 2771.867188
	Iteration 23Q: 3 clusters Score -1194330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1194360.125000 Penalty: 2771.867188
	Iteration 24Q: 3 clusters Score -1194360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1194391.375000 Penalty: 2771.867188
	Iteration 25Q: 3 clusters Score -1194391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1194427.625000 Penalty: 2771.867188
	Iteration 26Q: 3 clusters Score -1194428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1194452.750000 Penalty: 2771.867188
	Iteration 27Q: 3 clusters Score -1194453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1194481.875000 Penalty: 2771.867188
	Iteration 28Q: 3 clusters Score -1194482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1194506.250000 Penalty: 2771.867188
	Iteration 29Q: 3 clusters Score -1194506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1194534.750000 Penalty: 2771.867188
	Iteration 30Q: 3 clusters Score -1194535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1194554.375000 Penalty: 2771.867188
	Iteration 31Q: 3 clusters Score -1194554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1194574.000000 Penalty: 2771.867188
	Iteration 32Q: 3 clusters Score -1194574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1194588.750000 Penalty: 2771.867188
	Iteration 33Q: 3 clusters Score -1194589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1194598.500000 Penalty: 2771.867188
	Iteration 34Q: 3 clusters Score -1194598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1194610.500000 Penalty: 2771.867188
	Iteration 35Q: 3 clusters Score -1194610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1194628.750000 Penalty: 2771.867188
	Iteration 36Q: 3 clusters Score -1194629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1194639.375000 Penalty: 2771.867188
	Iteration 37Q: 3 clusters Score -1194639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1194658.250000 Penalty: 2771.867188
	Iteration 38Q: 3 clusters Score -1194658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1194666.375000 Penalty: 2771.867188
	Iteration 39Q: 3 clusters Score -1194666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1194673.625000 Penalty: 2771.867188
	Iteration 40F: 3 clusters Score -1194674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1194680.375000 Penalty: 2771.867188
	Iteration 41Q: 3 clusters Score -1194680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1194686.125000 Penalty: 2771.867188
	Iteration 42Q: 3 clusters Score -1194686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1194693.250000 Penalty: 2771.867188
	Iteration 43Q: 3 clusters Score -1194693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1194697.250000 Penalty: 2771.867188
	Iteration 44Q: 3 clusters Score -1194697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1194703.000000 Penalty: 2771.867188
	Iteration 45Q: 3 clusters Score -1194703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1194708.250000 Penalty: 2771.867188
	Iteration 46Q: 3 clusters Score -1194708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1194716.375000 Penalty: 2771.867188
	Iteration 47Q: 3 clusters Score -1194716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1194715.375000 Penalty: 2771.867188
	Iteration 48Q: 3 clusters Score -1194715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1194725.750000 Penalty: 2771.867188
	Iteration 49Q: 3 clusters Score -1194726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1194726.250000 Penalty: 2771.867188
	Iteration 50Q: 3 clusters Score -1194726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1194730.875000 Penalty: 2771.867188
	Iteration 51Q: 3 clusters Score -1194731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1194732.375000 Penalty: 2771.867188
	Iteration 52Q: 3 clusters Score -1194732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1194736.750000 Penalty: 2771.867188
	Iteration 53Q: 3 clusters Score -1194737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1194738.625000 Penalty: 2771.867188
	Iteration 54Q: 3 clusters Score -1194739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1194740.625000 Penalty: 2771.867188
	Iteration 55Q: 3 clusters Score -1194741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1194740.500000 Penalty: 2771.867188
	Iteration 56Q: 3 clusters Score -1194740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1194741.125000 Penalty: 2771.867188
	Iteration 57Q: 3 clusters Score -1194741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1194745.875000 Penalty: 2771.867188
	Iteration 58Q: 3 clusters Score -1194746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1194750.000000 Penalty: 2771.867188
	Iteration 59Q: 3 clusters Score -1194750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1194749.625000 Penalty: 2771.867188
	Iteration 60F: 3 clusters Score -1194750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1194752.750000 Penalty: 2771.867188
	Iteration 61Q: 3 clusters Score -1194753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1194753.375000 Penalty: 2771.867188
	Iteration 62Q: 3 clusters Score -1194753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1194755.125000 Penalty: 2771.867188
	Iteration 63Q: 3 clusters Score -1194755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1194757.500000 Penalty: 2771.867188
	Iteration 64Q: 3 clusters Score -1194758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1194756.000000 Penalty: 2771.867188
	Iteration 65Q: 3 clusters Score -1194756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1194758.625000 Penalty: 2771.867188
	Iteration 66Q: 3 clusters Score -1194759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1194761.125000 Penalty: 2771.867188
	Iteration 67Q: 3 clusters Score -1194761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1194762.875000 Penalty: 2771.867188
	Iteration 68Q: 3 clusters Score -1194763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1194766.375000 Penalty: 2771.867188
	Iteration 69Q: 3 clusters Score -1194766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1194769.000000 Penalty: 2771.867188
	Iteration 70Q: 3 clusters Score -1194769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1194769.875000 Penalty: 2771.867188
	Iteration 71Q: 3 clusters Score -1194770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1194768.875000 Penalty: 2771.867188
	Iteration 72Q: 3 clusters Score -1194769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1194768.875000 Penalty: 2771.867188
	Iteration 73F: 3 clusters Score -1194769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Entering Unmasked Estep 
Score: -13184749.000000 Penalty: 1732.878540
	Iteration 0F: 2 clusters Score -1.318475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -13115914.000000 Penalty: 3465.757080
	Iteration 0F: 3 clusters Score -1.311591e+07 nChanged 53950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -13147464.000000 Penalty: 3465.757080
	Iteration 1F: 3 clusters Score -1.314746e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -13148956.000000 Penalty: 3465.757080
	Iteration 2Q: 3 clusters Score -1.314896e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -13150885.000000 Penalty: 3465.757080
	Iteration 3Q: 3 clusters Score -1.315088e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -13153740.000000 Penalty: 3465.757080
	Iteration 4F: 3 clusters Score -1.315374e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -13158068.000000 Penalty: 3465.757080
	Iteration 5F: 3 clusters Score -1.315807e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -13163278.000000 Penalty: 3465.757080
	Iteration 6F: 3 clusters Score -1.316328e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -13168851.000000 Penalty: 3465.757080
	Iteration 7F: 3 clusters Score -1.316885e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -13173859.000000 Penalty: 3465.757080
	Iteration 8F: 3 clusters Score -1.317386e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -13177650.000000 Penalty: 3465.757080
	Iteration 9Q: 3 clusters Score -1.317765e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -13180003.000000 Penalty: 3465.757080
	Iteration 10Q: 3 clusters Score -1.318e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -13181462.000000 Penalty: 3465.757080
	Iteration 11Q: 3 clusters Score -1.318146e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -13182191.000000 Penalty: 3465.757080
	Iteration 12Q: 3 clusters Score -1.318219e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -13182606.000000 Penalty: 3465.757080
	Iteration 13Q: 3 clusters Score -1.318261e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 111299 members 
Entering Unmasked Estep 
Score: -13182893.000000 Penalty: 3465.757080
	Iteration 14Q: 3 clusters Score -1.318289e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 111735 members 
Entering Unmasked Estep 
Score: -13183151.000000 Penalty: 3465.757080
	Iteration 15Q: 3 clusters Score -1.318315e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -13183370.000000 Penalty: 3465.757080
	Iteration 16Q: 3 clusters Score -1.318337e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 112281 members 
Entering Unmasked Estep 
Score: -13183491.000000 Penalty: 3465.757080
	Iteration 17Q: 3 clusters Score -1.318349e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -13183483.000000 Penalty: 3465.757080
	Iteration 18Q: 3 clusters Score -1.318348e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -13183544.000000 Penalty: 3465.757080
	Iteration 19Q: 3 clusters Score -1.318354e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 112621 members 
Entering Unmasked Estep 
Score: -13183587.000000 Penalty: 3465.757080
	Iteration 20F: 3 clusters Score -1.318359e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -13183589.000000 Penalty: 3465.757080
	Iteration 21Q: 3 clusters Score -1.318359e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 112723 members 
Entering Unmasked Estep 
Score: -13183618.000000 Penalty: 3465.757080
	Iteration 22Q: 3 clusters Score -1.318362e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -13183643.000000 Penalty: 3465.757080
	Iteration 23Q: 3 clusters Score -1.318364e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -13183662.000000 Penalty: 3465.757080
	Iteration 24Q: 3 clusters Score -1.318366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -13183670.000000 Penalty: 3465.757080
	Iteration 25Q: 3 clusters Score -1.318367e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 112880 members 
Entering Unmasked Estep 
Score: -13183671.000000 Penalty: 3465.757080
	Iteration 26Q: 3 clusters Score -1.318367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -13183688.000000 Penalty: 3465.757080
	Iteration 27Q: 3 clusters Score -1.318369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -13183712.000000 Penalty: 3465.757080
	Iteration 28Q: 3 clusters Score -1.318371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -13183702.000000 Penalty: 3465.757080
	Iteration 29Q: 3 clusters Score -1.31837e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -13183716.000000 Penalty: 3465.757080
	Iteration 30Q: 3 clusters Score -1.318372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -13183722.000000 Penalty: 3465.757080
	Iteration 31Q: 3 clusters Score -1.318372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -13183719.000000 Penalty: 3465.757080
	Iteration 32Q: 3 clusters Score -1.318372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -13183730.000000 Penalty: 3465.757080
	Iteration 33Q: 3 clusters Score -1.318373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -13183746.000000 Penalty: 3465.757080
	Iteration 34Q: 3 clusters Score -1.318375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -13183752.000000 Penalty: 3465.757080
	Iteration 35Q: 3 clusters Score -1.318375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -13183766.000000 Penalty: 3465.757080
	Iteration 36Q: 3 clusters Score -1.318377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -13183758.000000 Penalty: 3465.757080
	Iteration 37Q: 3 clusters Score -1.318376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
Score: -13183761.000000 Penalty: 3465.757080
	Iteration 38Q: 3 clusters Score -1.318376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -13183749.000000 Penalty: 3465.757080
	Iteration 39Q: 3 clusters Score -1.318375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -13183755.000000 Penalty: 3465.757080
	Iteration 40F: 3 clusters Score -1.318376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -13183764.000000 Penalty: 3465.757080
	Iteration 41Q: 3 clusters Score -1.318376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -13183760.000000 Penalty: 3465.757080
	Iteration 42Q: 3 clusters Score -1.318376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -13183763.000000 Penalty: 3465.757080
	Iteration 43Q: 3 clusters Score -1.318376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -13183773.000000 Penalty: 3465.757080
	Iteration 44Q: 3 clusters Score -1.318377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -13183768.000000 Penalty: 3465.757080
	Iteration 45Q: 3 clusters Score -1.318377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -13183761.000000 Penalty: 3465.757080
	Iteration 46Q: 3 clusters Score -1.318376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -13183758.000000 Penalty: 3465.757080
	Iteration 47Q: 3 clusters Score -1.318376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 113037 members 
Entering Unmasked Estep 
Score: -13183770.000000 Penalty: 3465.757080
	Iteration 48Q: 3 clusters Score -1.318377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 113038 members 
Entering Unmasked Estep 
Score: -13183768.000000 Penalty: 3465.757080
	Iteration 49Q: 3 clusters Score -1.318377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 113042 members 
Entering Unmasked Estep 
Score: -13183774.000000 Penalty: 3465.757080
	Iteration 50Q: 3 clusters Score -1.318377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -13183766.000000 Penalty: 3465.757080
	Iteration 51Q: 3 clusters Score -1.318377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -13183762.000000 Penalty: 3465.757080
	Iteration 52Q: 3 clusters Score -1.318376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -13183762.000000 Penalty: 3465.757080
	Iteration 53Q: 3 clusters Score -1.318376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -13183759.000000 Penalty: 3465.757080
	Iteration 54Q: 3 clusters Score -1.318376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -13183764.000000 Penalty: 3465.757080
	Iteration 55Q: 3 clusters Score -1.318376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -13183764.000000 Penalty: 3465.757080
	Iteration 56F: 3 clusters Score -1.318376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -710366.625000 Penalty: 1302.431152
	Iteration 0F: 2 clusters Score -710366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -705937.437500 Penalty: 2604.862305
	Iteration 0F: 3 clusters Score -705937.4 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -707257.812500 Penalty: 2604.862305
	Iteration 1F: 3 clusters Score -707257.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -707504.687500 Penalty: 2604.862305
	Iteration 2F: 3 clusters Score -707504.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -707638.125000 Penalty: 2604.862305
	Iteration 3Q: 3 clusters Score -707638.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -707723.875000 Penalty: 2604.862305
	Iteration 4Q: 3 clusters Score -707723.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -707806.250000 Penalty: 2604.862305
	Iteration 5Q: 3 clusters Score -707806.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -707881.062500 Penalty: 2604.862305
	Iteration 6Q: 3 clusters Score -707881.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -707939.062500 Penalty: 2604.862305
	Iteration 7Q: 3 clusters Score -707939.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -708003.937500 Penalty: 2604.862305
	Iteration 8Q: 3 clusters Score -708003.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -708077.000000 Penalty: 2604.862305
	Iteration 9Q: 3 clusters Score -708077 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -708149.687500 Penalty: 2604.862305
	Iteration 10Q: 3 clusters Score -708149.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -708228.937500 Penalty: 2604.862305
	Iteration 11Q: 3 clusters Score -708228.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -708323.000000 Penalty: 2604.862305
	Iteration 12Q: 3 clusters Score -708323 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -708435.750000 Penalty: 2604.862305
	Iteration 13Q: 3 clusters Score -708435.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -708562.437500 Penalty: 2604.862305
	Iteration 14Q: 3 clusters Score -708562.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -708678.812500 Penalty: 2604.862305
	Iteration 15Q: 3 clusters Score -708678.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -708771.250000 Penalty: 2604.862305
	Iteration 16Q: 3 clusters Score -708771.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -708857.250000 Penalty: 2604.862305
	Iteration 17Q: 3 clusters Score -708857.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -708948.187500 Penalty: 2604.862305
	Iteration 18Q: 3 clusters Score -708948.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -709043.437500 Penalty: 2604.862305
	Iteration 19Q: 3 clusters Score -709043.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -709142.187500 Penalty: 2604.862305
	Iteration 20F: 3 clusters Score -709142.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -709225.937500 Penalty: 2604.862305
	Iteration 21Q: 3 clusters Score -709225.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -709289.187500 Penalty: 2604.862305
	Iteration 22Q: 3 clusters Score -709289.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -709349.312500 Penalty: 2604.862305
	Iteration 23Q: 3 clusters Score -709349.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -709401.750000 Penalty: 2604.862305
	Iteration 24Q: 3 clusters Score -709401.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -709434.312500 Penalty: 2604.862305
	Iteration 25Q: 3 clusters Score -709434.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -709453.562500 Penalty: 2604.862305
	Iteration 26Q: 3 clusters Score -709453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -709468.062500 Penalty: 2604.862305
	Iteration 27Q: 3 clusters Score -709468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -709474.000000 Penalty: 2604.862305
	Iteration 28Q: 3 clusters Score -709474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -709482.812500 Penalty: 2604.862305
	Iteration 29Q: 3 clusters Score -709482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -709492.312500 Penalty: 2604.862305
	Iteration 30Q: 3 clusters Score -709492.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -709501.062500 Penalty: 2604.862305
	Iteration 31Q: 3 clusters Score -709501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -709505.937500 Penalty: 2604.862305
	Iteration 32Q: 3 clusters Score -709505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -709510.875000 Penalty: 2604.862305
	Iteration 33Q: 3 clusters Score -709510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -709512.000000 Penalty: 2604.862305
	Iteration 34Q: 3 clusters Score -709512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -709514.250000 Penalty: 2604.862305
	Iteration 35Q: 3 clusters Score -709514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -709515.750000 Penalty: 2604.862305
	Iteration 36Q: 3 clusters Score -709515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -709518.125000 Penalty: 2604.862305
	Iteration 37Q: 3 clusters Score -709518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -709521.875000 Penalty: 2604.862305
	Iteration 38Q: 3 clusters Score -709521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -709523.750000 Penalty: 2604.862305
	Iteration 39Q: 3 clusters Score -709523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -709526.687500 Penalty: 2604.862305
	Iteration 40F: 3 clusters Score -709526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -709529.625000 Penalty: 2604.862305
	Iteration 41Q: 3 clusters Score -709529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -709529.000000 Penalty: 2604.862305
	Iteration 42Q: 3 clusters Score -709529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -709532.125000 Penalty: 2604.862305
	Iteration 43Q: 3 clusters Score -709532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -709540.000000 Penalty: 2604.862305
	Iteration 44Q: 3 clusters Score -709540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -709545.375000 Penalty: 2604.862305
	Iteration 45Q: 3 clusters Score -709545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -709548.812500 Penalty: 2604.862305
	Iteration 46Q: 3 clusters Score -709548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -709554.437500 Penalty: 2604.862305
	Iteration 47Q: 3 clusters Score -709554.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -709561.812500 Penalty: 2604.862305
	Iteration 48Q: 3 clusters Score -709561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -709567.437500 Penalty: 2604.862305
	Iteration 49Q: 3 clusters Score -709567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -709573.875000 Penalty: 2604.862305
	Iteration 50Q: 3 clusters Score -709573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -709578.562500 Penalty: 2604.862305
	Iteration 51Q: 3 clusters Score -709578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -709581.375000 Penalty: 2604.862305
	Iteration 52Q: 3 clusters Score -709581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -709583.000000 Penalty: 2604.862305
	Iteration 53Q: 3 clusters Score -709583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -709583.000000 Penalty: 2604.862305
	Iteration 54F: 3 clusters Score -709583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25470.660156 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25470.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25709.132812 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25709.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25800.802734 Penalty: 1755.809570
	Iteration 2Q: 3 clusters Score -25800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25825.000000 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25845.005859 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25845.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25851.583984 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25851.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25855.537109 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25855.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25862.238281 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -25862.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25862.238281 Penalty: 1755.809570
	Iteration 8F: 3 clusters Score -25862.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -497801.562500 Penalty: 1248.269165
	Iteration 0F: 2 clusters Score -497801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -494497.968750 Penalty: 2496.538330
	Iteration 0F: 3 clusters Score -494498 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495398.750000 Penalty: 2496.538330
	Iteration 1F: 3 clusters Score -495398.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -495622.656250 Penalty: 2496.538330
	Iteration 2F: 3 clusters Score -495622.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -495753.281250 Penalty: 2496.538330
	Iteration 3F: 3 clusters Score -495753.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -495843.343750 Penalty: 2496.538330
	Iteration 4Q: 3 clusters Score -495843.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -495900.000000 Penalty: 2496.538330
	Iteration 5Q: 3 clusters Score -495900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -495940.312500 Penalty: 2496.538330
	Iteration 6Q: 3 clusters Score -495940.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -495979.406250 Penalty: 2496.538330
	Iteration 7Q: 3 clusters Score -495979.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496014.843750 Penalty: 2496.538330
	Iteration 8Q: 3 clusters Score -496014.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -496054.750000 Penalty: 2496.538330
	Iteration 9Q: 3 clusters Score -496054.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -496086.718750 Penalty: 2496.538330
	Iteration 10Q: 3 clusters Score -496086.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -496110.812500 Penalty: 2496.538330
	Iteration 11Q: 3 clusters Score -496110.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -496133.000000 Penalty: 2496.538330
	Iteration 12Q: 3 clusters Score -496133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -496152.312500 Penalty: 2496.538330
	Iteration 13Q: 3 clusters Score -496152.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496163.687500 Penalty: 2496.538330
	Iteration 14Q: 3 clusters Score -496163.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496173.656250 Penalty: 2496.538330
	Iteration 15Q: 3 clusters Score -496173.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496179.062500 Penalty: 2496.538330
	Iteration 16Q: 3 clusters Score -496179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -496185.187500 Penalty: 2496.538330
	Iteration 17Q: 3 clusters Score -496185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -496189.250000 Penalty: 2496.538330
	Iteration 18Q: 3 clusters Score -496189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -496193.437500 Penalty: 2496.538330
	Iteration 19Q: 3 clusters Score -496193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -496196.562500 Penalty: 2496.538330
	Iteration 20F: 3 clusters Score -496196.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496201.062500 Penalty: 2496.538330
	Iteration 21Q: 3 clusters Score -496201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -496205.625000 Penalty: 2496.538330
	Iteration 22Q: 3 clusters Score -496205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -496209.406250 Penalty: 2496.538330
	Iteration 23Q: 3 clusters Score -496209.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496213.375000 Penalty: 2496.538330
	Iteration 24Q: 3 clusters Score -496213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -496218.750000 Penalty: 2496.538330
	Iteration 25Q: 3 clusters Score -496218.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496221.531250 Penalty: 2496.538330
	Iteration 26Q: 3 clusters Score -496221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496226.312500 Penalty: 2496.538330
	Iteration 27Q: 3 clusters Score -496226.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -496229.187500 Penalty: 2496.538330
	Iteration 28Q: 3 clusters Score -496229.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -496234.656250 Penalty: 2496.538330
	Iteration 29Q: 3 clusters Score -496234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -496237.062500 Penalty: 2496.538330
	Iteration 30Q: 3 clusters Score -496237.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496243.781250 Penalty: 2496.538330
	Iteration 31Q: 3 clusters Score -496243.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -496249.375000 Penalty: 2496.538330
	Iteration 32Q: 3 clusters Score -496249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -496258.281250 Penalty: 2496.538330
	Iteration 33Q: 3 clusters Score -496258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496265.906250 Penalty: 2496.538330
	Iteration 34Q: 3 clusters Score -496265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -496275.375000 Penalty: 2496.538330
	Iteration 35Q: 3 clusters Score -496275.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496285.031250 Penalty: 2496.538330
	Iteration 36Q: 3 clusters Score -496285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496293.937500 Penalty: 2496.538330
	Iteration 37Q: 3 clusters Score -496293.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496304.343750 Penalty: 2496.538330
	Iteration 38Q: 3 clusters Score -496304.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -496317.125000 Penalty: 2496.538330
	Iteration 39Q: 3 clusters Score -496317.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -496328.281250 Penalty: 2496.538330
	Iteration 40F: 3 clusters Score -496328.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -496335.156250 Penalty: 2496.538330
	Iteration 41Q: 3 clusters Score -496335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -496341.062500 Penalty: 2496.538330
	Iteration 42Q: 3 clusters Score -496341.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -496352.875000 Penalty: 2496.538330
	Iteration 43Q: 3 clusters Score -496352.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496361.500000 Penalty: 2496.538330
	Iteration 44Q: 3 clusters Score -496361.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496370.750000 Penalty: 2496.538330
	Iteration 45Q: 3 clusters Score -496370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -496375.218750 Penalty: 2496.538330
	Iteration 46Q: 3 clusters Score -496375.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496381.406250 Penalty: 2496.538330
	Iteration 47Q: 3 clusters Score -496381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496383.781250 Penalty: 2496.538330
	Iteration 48Q: 3 clusters Score -496383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -496386.593750 Penalty: 2496.538330
	Iteration 49Q: 3 clusters Score -496386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -496387.093750 Penalty: 2496.538330
	Iteration 50Q: 3 clusters Score -496387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -496387.437500 Penalty: 2496.538330
	Iteration 51Q: 3 clusters Score -496387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -496389.343750 Penalty: 2496.538330
	Iteration 52Q: 3 clusters Score -496389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -496389.843750 Penalty: 2496.538330
	Iteration 53Q: 3 clusters Score -496389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496391.843750 Penalty: 2496.538330
	Iteration 54Q: 3 clusters Score -496391.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -496392.656250 Penalty: 2496.538330
	Iteration 55Q: 3 clusters Score -496392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496394.937500 Penalty: 2496.538330
	Iteration 56Q: 3 clusters Score -496394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -496397.468750 Penalty: 2496.538330
	Iteration 57Q: 3 clusters Score -496397.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -496399.375000 Penalty: 2496.538330
	Iteration 58Q: 3 clusters Score -496399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -496401.093750 Penalty: 2496.538330
	Iteration 59Q: 3 clusters Score -496401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -496403.156250 Penalty: 2496.538330
	Iteration 60F: 3 clusters Score -496403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -496404.250000 Penalty: 2496.538330
	Iteration 61Q: 3 clusters Score -496404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -496404.250000 Penalty: 2496.538330
	Iteration 62F: 3 clusters Score -496404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -429956.468750 Penalty: 1232.395874
	Iteration 0F: 2 clusters Score -429956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -426928.843750 Penalty: 2464.791748
	Iteration 0F: 3 clusters Score -426928.8 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -427761.843750 Penalty: 2464.791748
	Iteration 1F: 3 clusters Score -427761.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -427944.000000 Penalty: 2464.791748
	Iteration 2F: 3 clusters Score -427944 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -428047.343750 Penalty: 2464.791748
	Iteration 3Q: 3 clusters Score -428047.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -428128.281250 Penalty: 2464.791748
	Iteration 4Q: 3 clusters Score -428128.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -428183.406250 Penalty: 2464.791748
	Iteration 5Q: 3 clusters Score -428183.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -428224.968750 Penalty: 2464.791748
	Iteration 6Q: 3 clusters Score -428225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -428261.000000 Penalty: 2464.791748
	Iteration 7Q: 3 clusters Score -428261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -428297.468750 Penalty: 2464.791748
	Iteration 8Q: 3 clusters Score -428297.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -428329.343750 Penalty: 2464.791748
	Iteration 9Q: 3 clusters Score -428329.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -428346.312500 Penalty: 2464.791748
	Iteration 10Q: 3 clusters Score -428346.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -428361.656250 Penalty: 2464.791748
	Iteration 11Q: 3 clusters Score -428361.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -428377.718750 Penalty: 2464.791748
	Iteration 12Q: 3 clusters Score -428377.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -428388.906250 Penalty: 2464.791748
	Iteration 13Q: 3 clusters Score -428388.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -428399.750000 Penalty: 2464.791748
	Iteration 14Q: 3 clusters Score -428399.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -428408.843750 Penalty: 2464.791748
	Iteration 15Q: 3 clusters Score -428408.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -428416.218750 Penalty: 2464.791748
	Iteration 16Q: 3 clusters Score -428416.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -428425.187500 Penalty: 2464.791748
	Iteration 17Q: 3 clusters Score -428425.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -428432.875000 Penalty: 2464.791748
	Iteration 18Q: 3 clusters Score -428432.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -428435.968750 Penalty: 2464.791748
	Iteration 19Q: 3 clusters Score -428436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -428440.125000 Penalty: 2464.791748
	Iteration 20F: 3 clusters Score -428440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -428446.156250 Penalty: 2464.791748
	Iteration 21Q: 3 clusters Score -428446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -428450.437500 Penalty: 2464.791748
	Iteration 22Q: 3 clusters Score -428450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -428454.093750 Penalty: 2464.791748
	Iteration 23Q: 3 clusters Score -428454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -428456.937500 Penalty: 2464.791748
	Iteration 24Q: 3 clusters Score -428456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -428459.406250 Penalty: 2464.791748
	Iteration 25Q: 3 clusters Score -428459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -428460.343750 Penalty: 2464.791748
	Iteration 26Q: 3 clusters Score -428460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -428462.625000 Penalty: 2464.791748
	Iteration 27Q: 3 clusters Score -428462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -428463.187500 Penalty: 2464.791748
	Iteration 28Q: 3 clusters Score -428463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -428464.531250 Penalty: 2464.791748
	Iteration 29Q: 3 clusters Score -428464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -428466.500000 Penalty: 2464.791748
	Iteration 30Q: 3 clusters Score -428466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -428467.187500 Penalty: 2464.791748
	Iteration 31Q: 3 clusters Score -428467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -428470.531250 Penalty: 2464.791748
	Iteration 32Q: 3 clusters Score -428470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -428471.093750 Penalty: 2464.791748
	Iteration 33Q: 3 clusters Score -428471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -428472.812500 Penalty: 2464.791748
	Iteration 34Q: 3 clusters Score -428472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -428473.906250 Penalty: 2464.791748
	Iteration 35Q: 3 clusters Score -428473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -428475.843750 Penalty: 2464.791748
	Iteration 36Q: 3 clusters Score -428475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -428476.937500 Penalty: 2464.791748
	Iteration 37Q: 3 clusters Score -428476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -428476.625000 Penalty: 2464.791748
	Iteration 38Q: 3 clusters Score -428476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -428478.250000 Penalty: 2464.791748
	Iteration 39Q: 3 clusters Score -428478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -428479.718750 Penalty: 2464.791748
	Iteration 40F: 3 clusters Score -428479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -428480.437500 Penalty: 2464.791748
	Iteration 41Q: 3 clusters Score -428480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -428483.093750 Penalty: 2464.791748
	Iteration 42Q: 3 clusters Score -428483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -428484.406250 Penalty: 2464.791748
	Iteration 43Q: 3 clusters Score -428484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -428486.968750 Penalty: 2464.791748
	Iteration 44Q: 3 clusters Score -428487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -428489.968750 Penalty: 2464.791748
	Iteration 45Q: 3 clusters Score -428490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -428494.687500 Penalty: 2464.791748
	Iteration 46Q: 3 clusters Score -428494.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -428498.718750 Penalty: 2464.791748
	Iteration 47Q: 3 clusters Score -428498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -428502.406250 Penalty: 2464.791748
	Iteration 48Q: 3 clusters Score -428502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -428506.437500 Penalty: 2464.791748
	Iteration 49Q: 3 clusters Score -428506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -428510.812500 Penalty: 2464.791748
	Iteration 50Q: 3 clusters Score -428510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -428514.906250 Penalty: 2464.791748
	Iteration 51Q: 3 clusters Score -428514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -428518.218750 Penalty: 2464.791748
	Iteration 52Q: 3 clusters Score -428518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -428520.937500 Penalty: 2464.791748
	Iteration 53Q: 3 clusters Score -428520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428526.468750 Penalty: 2464.791748
	Iteration 54Q: 3 clusters Score -428526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -428532.531250 Penalty: 2464.791748
	Iteration 55Q: 3 clusters Score -428532.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -428542.375000 Penalty: 2464.791748
	Iteration 56Q: 3 clusters Score -428542.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -428552.656250 Penalty: 2464.791748
	Iteration 57Q: 3 clusters Score -428552.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -428562.468750 Penalty: 2464.791748
	Iteration 58Q: 3 clusters Score -428562.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -428581.125000 Penalty: 2464.791748
	Iteration 59Q: 3 clusters Score -428581.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -428599.031250 Penalty: 2464.791748
	Iteration 60F: 3 clusters Score -428599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -428618.500000 Penalty: 2464.791748
	Iteration 61Q: 3 clusters Score -428618.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -428635.843750 Penalty: 2464.791748
	Iteration 62Q: 3 clusters Score -428635.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -428649.937500 Penalty: 2464.791748
	Iteration 63Q: 3 clusters Score -428649.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -428667.468750 Penalty: 2464.791748
	Iteration 64Q: 3 clusters Score -428667.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -428683.093750 Penalty: 2464.791748
	Iteration 65Q: 3 clusters Score -428683.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -428698.250000 Penalty: 2464.791748
	Iteration 66Q: 3 clusters Score -428698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -428710.343750 Penalty: 2464.791748
	Iteration 67Q: 3 clusters Score -428710.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -428726.562500 Penalty: 2464.791748
	Iteration 68Q: 3 clusters Score -428726.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -428747.750000 Penalty: 2464.791748
	Iteration 69Q: 3 clusters Score -428747.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -428762.125000 Penalty: 2464.791748
	Iteration 70Q: 3 clusters Score -428762.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -428777.531250 Penalty: 2464.791748
	Iteration 71Q: 3 clusters Score -428777.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -428787.000000 Penalty: 2464.791748
	Iteration 72Q: 3 clusters Score -428787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -428797.312500 Penalty: 2464.791748
	Iteration 73Q: 3 clusters Score -428797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -428805.031250 Penalty: 2464.791748
	Iteration 74Q: 3 clusters Score -428805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -428814.000000 Penalty: 2464.791748
	Iteration 75Q: 3 clusters Score -428814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -428822.343750 Penalty: 2464.791748
	Iteration 76Q: 3 clusters Score -428822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -428831.968750 Penalty: 2464.791748
	Iteration 77Q: 3 clusters Score -428832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -428839.000000 Penalty: 2464.791748
	Iteration 78Q: 3 clusters Score -428839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -428846.093750 Penalty: 2464.791748
	Iteration 79Q: 3 clusters Score -428846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -428851.593750 Penalty: 2464.791748
	Iteration 80F: 3 clusters Score -428851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -428853.812500 Penalty: 2464.791748
	Iteration 81Q: 3 clusters Score -428853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -428855.656250 Penalty: 2464.791748
	Iteration 82Q: 3 clusters Score -428855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -428858.937500 Penalty: 2464.791748
	Iteration 83Q: 3 clusters Score -428858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -428860.500000 Penalty: 2464.791748
	Iteration 84Q: 3 clusters Score -428860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -428864.625000 Penalty: 2464.791748
	Iteration 85Q: 3 clusters Score -428864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -428868.718750 Penalty: 2464.791748
	Iteration 86Q: 3 clusters Score -428868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -428869.812500 Penalty: 2464.791748
	Iteration 87Q: 3 clusters Score -428869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -428872.812500 Penalty: 2464.791748
	Iteration 88Q: 3 clusters Score -428872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -428876.437500 Penalty: 2464.791748
	Iteration 89Q: 3 clusters Score -428876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -428881.406250 Penalty: 2464.791748
	Iteration 90Q: 3 clusters Score -428881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -428885.031250 Penalty: 2464.791748
	Iteration 91Q: 3 clusters Score -428885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -428893.031250 Penalty: 2464.791748
	Iteration 92Q: 3 clusters Score -428893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -428904.562500 Penalty: 2464.791748
	Iteration 93Q: 3 clusters Score -428904.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -428918.656250 Penalty: 2464.791748
	Iteration 94Q: 3 clusters Score -428918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -428933.250000 Penalty: 2464.791748
	Iteration 95Q: 3 clusters Score -428933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -428943.218750 Penalty: 2464.791748
	Iteration 96Q: 3 clusters Score -428943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -428953.656250 Penalty: 2464.791748
	Iteration 97Q: 3 clusters Score -428953.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -428966.843750 Penalty: 2464.791748
	Iteration 98Q: 3 clusters Score -428966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -428981.093750 Penalty: 2464.791748
	Iteration 99Q: 3 clusters Score -428981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -428995.687500 Penalty: 2464.791748
	Iteration 100F: 3 clusters Score -428995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -429003.187500 Penalty: 2464.791748
	Iteration 101Q: 3 clusters Score -429003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -429010.687500 Penalty: 2464.791748
	Iteration 102Q: 3 clusters Score -429010.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -429020.437500 Penalty: 2464.791748
	Iteration 103Q: 3 clusters Score -429020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -429030.375000 Penalty: 2464.791748
	Iteration 104Q: 3 clusters Score -429030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -429039.093750 Penalty: 2464.791748
	Iteration 105Q: 3 clusters Score -429039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -429044.062500 Penalty: 2464.791748
	Iteration 106Q: 3 clusters Score -429044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -429050.906250 Penalty: 2464.791748
	Iteration 107Q: 3 clusters Score -429050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -429055.093750 Penalty: 2464.791748
	Iteration 108Q: 3 clusters Score -429055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -429063.187500 Penalty: 2464.791748
	Iteration 109Q: 3 clusters Score -429063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -429067.250000 Penalty: 2464.791748
	Iteration 110Q: 3 clusters Score -429067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -429071.406250 Penalty: 2464.791748
	Iteration 111Q: 3 clusters Score -429071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -429073.812500 Penalty: 2464.791748
	Iteration 112Q: 3 clusters Score -429073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -429076.125000 Penalty: 2464.791748
	Iteration 113Q: 3 clusters Score -429076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -429076.718750 Penalty: 2464.791748
	Iteration 114Q: 3 clusters Score -429076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -429076.718750 Penalty: 2464.791748
	Iteration 115F: 3 clusters Score -429076.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -304114.406250 Penalty: 1198.937866
	Iteration 0F: 2 clusters Score -304114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -301522.000000 Penalty: 2397.875732
	Iteration 0F: 3 clusters Score -301522 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -302252.406250 Penalty: 2397.875732
	Iteration 1F: 3 clusters Score -302252.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -302469.468750 Penalty: 2397.875732
	Iteration 2F: 3 clusters Score -302469.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -302618.812500 Penalty: 2397.875732
	Iteration 3F: 3 clusters Score -302618.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -302726.968750 Penalty: 2397.875732
	Iteration 4Q: 3 clusters Score -302727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -302801.062500 Penalty: 2397.875732
	Iteration 5Q: 3 clusters Score -302801.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -302876.343750 Penalty: 2397.875732
	Iteration 6Q: 3 clusters Score -302876.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -302945.125000 Penalty: 2397.875732
	Iteration 7Q: 3 clusters Score -302945.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -302998.843750 Penalty: 2397.875732
	Iteration 8Q: 3 clusters Score -302998.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -303039.656250 Penalty: 2397.875732
	Iteration 9Q: 3 clusters Score -303039.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -303070.000000 Penalty: 2397.875732
	Iteration 10Q: 3 clusters Score -303070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -303100.906250 Penalty: 2397.875732
	Iteration 11Q: 3 clusters Score -303100.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -303149.875000 Penalty: 2397.875732
	Iteration 12Q: 3 clusters Score -303149.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -303207.937500 Penalty: 2397.875732
	Iteration 13Q: 3 clusters Score -303207.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303263.312500 Penalty: 2397.875732
	Iteration 14Q: 3 clusters Score -303263.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -303318.718750 Penalty: 2397.875732
	Iteration 15Q: 3 clusters Score -303318.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -303365.906250 Penalty: 2397.875732
	Iteration 16Q: 3 clusters Score -303365.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -303413.718750 Penalty: 2397.875732
	Iteration 17Q: 3 clusters Score -303413.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -303453.781250 Penalty: 2397.875732
	Iteration 18Q: 3 clusters Score -303453.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -303483.312500 Penalty: 2397.875732
	Iteration 19Q: 3 clusters Score -303483.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -303502.562500 Penalty: 2397.875732
	Iteration 20F: 3 clusters Score -303502.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -303515.375000 Penalty: 2397.875732
	Iteration 21Q: 3 clusters Score -303515.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -303527.937500 Penalty: 2397.875732
	Iteration 22Q: 3 clusters Score -303527.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -303537.000000 Penalty: 2397.875732
	Iteration 23Q: 3 clusters Score -303537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -303540.437500 Penalty: 2397.875732
	Iteration 24Q: 3 clusters Score -303540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -303544.593750 Penalty: 2397.875732
	Iteration 25Q: 3 clusters Score -303544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303546.250000 Penalty: 2397.875732
	Iteration 26Q: 3 clusters Score -303546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -303547.750000 Penalty: 2397.875732
	Iteration 27Q: 3 clusters Score -303547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303549.781250 Penalty: 2397.875732
	Iteration 28Q: 3 clusters Score -303549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -303553.281250 Penalty: 2397.875732
	Iteration 29Q: 3 clusters Score -303553.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -303556.687500 Penalty: 2397.875732
	Iteration 30Q: 3 clusters Score -303556.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303558.468750 Penalty: 2397.875732
	Iteration 31Q: 3 clusters Score -303558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -303561.937500 Penalty: 2397.875732
	Iteration 32Q: 3 clusters Score -303561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -303566.031250 Penalty: 2397.875732
	Iteration 33Q: 3 clusters Score -303566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -303569.937500 Penalty: 2397.875732
	Iteration 34Q: 3 clusters Score -303569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -303573.312500 Penalty: 2397.875732
	Iteration 35Q: 3 clusters Score -303573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -303579.000000 Penalty: 2397.875732
	Iteration 36Q: 3 clusters Score -303579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -303582.625000 Penalty: 2397.875732
	Iteration 37Q: 3 clusters Score -303582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -303593.187500 Penalty: 2397.875732
	Iteration 38Q: 3 clusters Score -303593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -303600.000000 Penalty: 2397.875732
	Iteration 39Q: 3 clusters Score -303600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -303603.968750 Penalty: 2397.875732
	Iteration 40F: 3 clusters Score -303604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303607.500000 Penalty: 2397.875732
	Iteration 41Q: 3 clusters Score -303607.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -303611.468750 Penalty: 2397.875732
	Iteration 42Q: 3 clusters Score -303611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -303613.625000 Penalty: 2397.875732
	Iteration 43Q: 3 clusters Score -303613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303615.468750 Penalty: 2397.875732
	Iteration 44Q: 3 clusters Score -303615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303617.781250 Penalty: 2397.875732
	Iteration 45Q: 3 clusters Score -303617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -303621.937500 Penalty: 2397.875732
	Iteration 46Q: 3 clusters Score -303621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -303626.937500 Penalty: 2397.875732
	Iteration 47Q: 3 clusters Score -303626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -303629.531250 Penalty: 2397.875732
	Iteration 48Q: 3 clusters Score -303629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -303634.125000 Penalty: 2397.875732
	Iteration 49Q: 3 clusters Score -303634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -303640.156250 Penalty: 2397.875732
	Iteration 50Q: 3 clusters Score -303640.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -303652.125000 Penalty: 2397.875732
	Iteration 51Q: 3 clusters Score -303652.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -303660.343750 Penalty: 2397.875732
	Iteration 52Q: 3 clusters Score -303660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -303670.750000 Penalty: 2397.875732
	Iteration 53Q: 3 clusters Score -303670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -303674.968750 Penalty: 2397.875732
	Iteration 54Q: 3 clusters Score -303675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -303676.843750 Penalty: 2397.875732
	Iteration 55Q: 3 clusters Score -303676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -303677.593750 Penalty: 2397.875732
	Iteration 56Q: 3 clusters Score -303677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -303678.281250 Penalty: 2397.875732
	Iteration 57Q: 3 clusters Score -303678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -303678.906250 Penalty: 2397.875732
	Iteration 58Q: 3 clusters Score -303678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -303678.875000 Penalty: 2397.875732
	Iteration 59Q: 3 clusters Score -303678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -303678.875000 Penalty: 2397.875732
	Iteration 60F: 3 clusters Score -303678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -936863.250000 Penalty: 1337.480835
	Iteration 0F: 2 clusters Score -936863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -931261.375000 Penalty: 2674.961670
	Iteration 0F: 3 clusters Score -931261.4 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -933047.187500 Penalty: 2674.961670
	Iteration 1F: 3 clusters Score -933047.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -933330.750000 Penalty: 2674.961670
	Iteration 2F: 3 clusters Score -933330.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -933498.250000 Penalty: 2674.961670
	Iteration 3F: 3 clusters Score -933498.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -933610.812500 Penalty: 2674.961670
	Iteration 4Q: 3 clusters Score -933610.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -933695.062500 Penalty: 2674.961670
	Iteration 5Q: 3 clusters Score -933695.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -933781.875000 Penalty: 2674.961670
	Iteration 6Q: 3 clusters Score -933781.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -933872.625000 Penalty: 2674.961670
	Iteration 7Q: 3 clusters Score -933872.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -933970.000000 Penalty: 2674.961670
	Iteration 8Q: 3 clusters Score -933970 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -934074.812500 Penalty: 2674.961670
	Iteration 9Q: 3 clusters Score -934074.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -934184.250000 Penalty: 2674.961670
	Iteration 10Q: 3 clusters Score -934184.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -934297.875000 Penalty: 2674.961670
	Iteration 11Q: 3 clusters Score -934297.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -934422.687500 Penalty: 2674.961670
	Iteration 12Q: 3 clusters Score -934422.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -934571.562500 Penalty: 2674.961670
	Iteration 13Q: 3 clusters Score -934571.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -934737.437500 Penalty: 2674.961670
	Iteration 14Q: 3 clusters Score -934737.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -934938.000000 Penalty: 2674.961670
	Iteration 15Q: 3 clusters Score -934938 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -935134.562500 Penalty: 2674.961670
	Iteration 16Q: 3 clusters Score -935134.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -935293.250000 Penalty: 2674.961670
	Iteration 17Q: 3 clusters Score -935293.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -935413.875000 Penalty: 2674.961670
	Iteration 18Q: 3 clusters Score -935413.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -935504.750000 Penalty: 2674.961670
	Iteration 19Q: 3 clusters Score -935504.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -935568.187500 Penalty: 2674.961670
	Iteration 20F: 3 clusters Score -935568.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -935623.875000 Penalty: 2674.961670
	Iteration 21Q: 3 clusters Score -935623.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -935678.750000 Penalty: 2674.961670
	Iteration 22Q: 3 clusters Score -935678.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -935708.375000 Penalty: 2674.961670
	Iteration 23Q: 3 clusters Score -935708.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -935734.812500 Penalty: 2674.961670
	Iteration 24Q: 3 clusters Score -935734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -935752.562500 Penalty: 2674.961670
	Iteration 25Q: 3 clusters Score -935752.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -935764.375000 Penalty: 2674.961670
	Iteration 26Q: 3 clusters Score -935764.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -935772.312500 Penalty: 2674.961670
	Iteration 27Q: 3 clusters Score -935772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -935781.125000 Penalty: 2674.961670
	Iteration 28Q: 3 clusters Score -935781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -935789.500000 Penalty: 2674.961670
	Iteration 29Q: 3 clusters Score -935789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -935793.562500 Penalty: 2674.961670
	Iteration 30Q: 3 clusters Score -935793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -935796.812500 Penalty: 2674.961670
	Iteration 31Q: 3 clusters Score -935796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -935799.062500 Penalty: 2674.961670
	Iteration 32Q: 3 clusters Score -935799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -935802.062500 Penalty: 2674.961670
	Iteration 33Q: 3 clusters Score -935802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -935803.500000 Penalty: 2674.961670
	Iteration 34Q: 3 clusters Score -935803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -935803.562500 Penalty: 2674.961670
	Iteration 35Q: 3 clusters Score -935803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -935803.562500 Penalty: 2674.961670
	Iteration 36F: 3 clusters Score -935803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61248.164062 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61248.16 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61570.953125 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61570.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61713.535156 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61713.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61809.371094 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61809.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61850.835938 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61850.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61906.265625 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61906.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61949.324219 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61949.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61980.058594 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61980.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62001.378906 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -62001.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62018.535156 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -62018.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62036.824219 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -62036.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62049.902344 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -62049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62053.882812 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -62053.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62058.152344 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -62058.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62061.515625 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -62061.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62062.312500 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -62062.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62062.312500 Penalty: 1954.241699
	Iteration 16F: 3 clusters Score -62062.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -996799.312500 Penalty: 1353.942139
	Iteration 0F: 2 clusters Score -996799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -990655.125000 Penalty: 2707.884277
	Iteration 0F: 3 clusters Score -990655.1 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -992697.750000 Penalty: 2707.884277
	Iteration 1F: 3 clusters Score -992697.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -993040.000000 Penalty: 2707.884277
	Iteration 2F: 3 clusters Score -993040 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -993279.375000 Penalty: 2707.884277
	Iteration 3F: 3 clusters Score -993279.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -993483.562500 Penalty: 2707.884277
	Iteration 4Q: 3 clusters Score -993483.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -993682.750000 Penalty: 2707.884277
	Iteration 5Q: 3 clusters Score -993682.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -993857.625000 Penalty: 2707.884277
	Iteration 6Q: 3 clusters Score -993857.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -994035.562500 Penalty: 2707.884277
	Iteration 7Q: 3 clusters Score -994035.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -994233.687500 Penalty: 2707.884277
	Iteration 8Q: 3 clusters Score -994233.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -994427.937500 Penalty: 2707.884277
	Iteration 9Q: 3 clusters Score -994427.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -994649.750000 Penalty: 2707.884277
	Iteration 10Q: 3 clusters Score -994649.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -994867.500000 Penalty: 2707.884277
	Iteration 11Q: 3 clusters Score -994867.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -995075.062500 Penalty: 2707.884277
	Iteration 12Q: 3 clusters Score -995075.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -995230.625000 Penalty: 2707.884277
	Iteration 13Q: 3 clusters Score -995230.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -995348.312500 Penalty: 2707.884277
	Iteration 14Q: 3 clusters Score -995348.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -995427.312500 Penalty: 2707.884277
	Iteration 15Q: 3 clusters Score -995427.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -995479.125000 Penalty: 2707.884277
	Iteration 16Q: 3 clusters Score -995479.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -995537.187500 Penalty: 2707.884277
	Iteration 17Q: 3 clusters Score -995537.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -995582.625000 Penalty: 2707.884277
	Iteration 18Q: 3 clusters Score -995582.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -995621.937500 Penalty: 2707.884277
	Iteration 19Q: 3 clusters Score -995621.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -995657.125000 Penalty: 2707.884277
	Iteration 20F: 3 clusters Score -995657.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -995684.562500 Penalty: 2707.884277
	Iteration 21Q: 3 clusters Score -995684.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -995701.375000 Penalty: 2707.884277
	Iteration 22Q: 3 clusters Score -995701.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -995712.625000 Penalty: 2707.884277
	Iteration 23Q: 3 clusters Score -995712.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -995724.375000 Penalty: 2707.884277
	Iteration 24Q: 3 clusters Score -995724.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -995737.000000 Penalty: 2707.884277
	Iteration 25Q: 3 clusters Score -995737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -995752.812500 Penalty: 2707.884277
	Iteration 26Q: 3 clusters Score -995752.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -995763.875000 Penalty: 2707.884277
	Iteration 27Q: 3 clusters Score -995763.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -995774.812500 Penalty: 2707.884277
	Iteration 28Q: 3 clusters Score -995774.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -995787.062500 Penalty: 2707.884277
	Iteration 29Q: 3 clusters Score -995787.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -995799.500000 Penalty: 2707.884277
	Iteration 30Q: 3 clusters Score -995799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -995810.375000 Penalty: 2707.884277
	Iteration 31Q: 3 clusters Score -995810.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -995816.187500 Penalty: 2707.884277
	Iteration 32Q: 3 clusters Score -995816.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -995820.437500 Penalty: 2707.884277
	Iteration 33Q: 3 clusters Score -995820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -995821.500000 Penalty: 2707.884277
	Iteration 34Q: 3 clusters Score -995821.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -995824.500000 Penalty: 2707.884277
	Iteration 35Q: 3 clusters Score -995824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -995827.250000 Penalty: 2707.884277
	Iteration 36Q: 3 clusters Score -995827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -995831.187500 Penalty: 2707.884277
	Iteration 37Q: 3 clusters Score -995831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -995834.000000 Penalty: 2707.884277
	Iteration 38Q: 3 clusters Score -995834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -995833.625000 Penalty: 2707.884277
	Iteration 39Q: 3 clusters Score -995833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -995838.062500 Penalty: 2707.884277
	Iteration 40F: 3 clusters Score -995838.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -995835.750000 Penalty: 2707.884277
	Iteration 41Q: 3 clusters Score -995835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -995837.500000 Penalty: 2707.884277
	Iteration 42Q: 3 clusters Score -995837.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -995842.500000 Penalty: 2707.884277
	Iteration 43Q: 3 clusters Score -995842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -995844.062500 Penalty: 2707.884277
	Iteration 44Q: 3 clusters Score -995844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -995847.937500 Penalty: 2707.884277
	Iteration 45Q: 3 clusters Score -995847.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -995851.937500 Penalty: 2707.884277
	Iteration 46Q: 3 clusters Score -995851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -995857.062500 Penalty: 2707.884277
	Iteration 47Q: 3 clusters Score -995857.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -995860.250000 Penalty: 2707.884277
	Iteration 48Q: 3 clusters Score -995860.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -995865.625000 Penalty: 2707.884277
	Iteration 49Q: 3 clusters Score -995865.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -995871.375000 Penalty: 2707.884277
	Iteration 50Q: 3 clusters Score -995871.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -995875.812500 Penalty: 2707.884277
	Iteration 51Q: 3 clusters Score -995875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -995877.562500 Penalty: 2707.884277
	Iteration 52Q: 3 clusters Score -995877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -995881.125000 Penalty: 2707.884277
	Iteration 53Q: 3 clusters Score -995881.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -995883.500000 Penalty: 2707.884277
	Iteration 54Q: 3 clusters Score -995883.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -995888.375000 Penalty: 2707.884277
	Iteration 55Q: 3 clusters Score -995888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -995889.562500 Penalty: 2707.884277
	Iteration 56Q: 3 clusters Score -995889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -995893.500000 Penalty: 2707.884277
	Iteration 57Q: 3 clusters Score -995893.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -995895.250000 Penalty: 2707.884277
	Iteration 58Q: 3 clusters Score -995895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -995902.937500 Penalty: 2707.884277
	Iteration 59Q: 3 clusters Score -995902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -995906.437500 Penalty: 2707.884277
	Iteration 60F: 3 clusters Score -995906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -995909.125000 Penalty: 2707.884277
	Iteration 61Q: 3 clusters Score -995909.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -995911.375000 Penalty: 2707.884277
	Iteration 62Q: 3 clusters Score -995911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -995913.125000 Penalty: 2707.884277
	Iteration 63Q: 3 clusters Score -995913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -995916.437500 Penalty: 2707.884277
	Iteration 64Q: 3 clusters Score -995916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -995920.500000 Penalty: 2707.884277
	Iteration 65Q: 3 clusters Score -995920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -995926.062500 Penalty: 2707.884277
	Iteration 66Q: 3 clusters Score -995926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -995926.500000 Penalty: 2707.884277
	Iteration 67Q: 3 clusters Score -995926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -995927.437500 Penalty: 2707.884277
	Iteration 68Q: 3 clusters Score -995927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -995927.125000 Penalty: 2707.884277
	Iteration 69Q: 3 clusters Score -995927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -995926.562500 Penalty: 2707.884277
	Iteration 70Q: 3 clusters Score -995926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -995927.375000 Penalty: 2707.884277
	Iteration 71Q: 3 clusters Score -995927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -995927.375000 Penalty: 2707.884277
	Iteration 72F: 3 clusters Score -995927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -1157180.750000 Penalty: 1377.460815
	Iteration 0F: 2 clusters Score -1157181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1150032.625000 Penalty: 2754.921631
	Iteration 0F: 3 clusters Score -1150033 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1152424.375000 Penalty: 2754.921631
	Iteration 1F: 3 clusters Score -1152424 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1152747.375000 Penalty: 2754.921631
	Iteration 2F: 3 clusters Score -1152747 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1152981.500000 Penalty: 2754.921631
	Iteration 3F: 3 clusters Score -1152982 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1153186.750000 Penalty: 2754.921631
	Iteration 4Q: 3 clusters Score -1153187 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1153362.000000 Penalty: 2754.921631
	Iteration 5Q: 3 clusters Score -1153362 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1153538.375000 Penalty: 2754.921631
	Iteration 6Q: 3 clusters Score -1153538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1153718.125000 Penalty: 2754.921631
	Iteration 7Q: 3 clusters Score -1153718 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1153918.250000 Penalty: 2754.921631
	Iteration 8Q: 3 clusters Score -1153918 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1154126.875000 Penalty: 2754.921631
	Iteration 9Q: 3 clusters Score -1154127 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1154356.875000 Penalty: 2754.921631
	Iteration 10Q: 3 clusters Score -1154357 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1154594.250000 Penalty: 2754.921631
	Iteration 11Q: 3 clusters Score -1154594 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1154831.000000 Penalty: 2754.921631
	Iteration 12Q: 3 clusters Score -1154831 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1155043.375000 Penalty: 2754.921631
	Iteration 13Q: 3 clusters Score -1155043 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1155261.250000 Penalty: 2754.921631
	Iteration 14Q: 3 clusters Score -1155261 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1155436.375000 Penalty: 2754.921631
	Iteration 15Q: 3 clusters Score -1155436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1155591.250000 Penalty: 2754.921631
	Iteration 16Q: 3 clusters Score -1155591 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1155694.125000 Penalty: 2754.921631
	Iteration 17Q: 3 clusters Score -1155694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1155769.500000 Penalty: 2754.921631
	Iteration 18Q: 3 clusters Score -1155770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1155851.125000 Penalty: 2754.921631
	Iteration 19Q: 3 clusters Score -1155851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1155906.750000 Penalty: 2754.921631
	Iteration 20F: 3 clusters Score -1155907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1155963.375000 Penalty: 2754.921631
	Iteration 21Q: 3 clusters Score -1155963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1156011.125000 Penalty: 2754.921631
	Iteration 22Q: 3 clusters Score -1156011 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1156035.250000 Penalty: 2754.921631
	Iteration 23Q: 3 clusters Score -1156035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1156058.250000 Penalty: 2754.921631
	Iteration 24Q: 3 clusters Score -1156058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1156079.500000 Penalty: 2754.921631
	Iteration 25Q: 3 clusters Score -1156080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1156092.250000 Penalty: 2754.921631
	Iteration 26Q: 3 clusters Score -1156092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1156097.875000 Penalty: 2754.921631
	Iteration 27Q: 3 clusters Score -1156098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1156106.625000 Penalty: 2754.921631
	Iteration 28Q: 3 clusters Score -1156107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1156110.500000 Penalty: 2754.921631
	Iteration 29Q: 3 clusters Score -1156110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1156115.625000 Penalty: 2754.921631
	Iteration 30Q: 3 clusters Score -1156116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1156118.500000 Penalty: 2754.921631
	Iteration 31Q: 3 clusters Score -1156118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1156123.500000 Penalty: 2754.921631
	Iteration 32Q: 3 clusters Score -1156124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1156123.125000 Penalty: 2754.921631
	Iteration 33Q: 3 clusters Score -1156123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1156123.750000 Penalty: 2754.921631
	Iteration 34Q: 3 clusters Score -1156124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1156123.125000 Penalty: 2754.921631
	Iteration 35Q: 3 clusters Score -1156123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1156124.000000 Penalty: 2754.921631
	Iteration 36Q: 3 clusters Score -1156124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1156125.000000 Penalty: 2754.921631
	Iteration 37Q: 3 clusters Score -1156125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1156125.125000 Penalty: 2754.921631
	Iteration 38Q: 3 clusters Score -1156125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1156124.625000 Penalty: 2754.921631
	Iteration 39Q: 3 clusters Score -1156125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1156124.625000 Penalty: 2754.921631
	Iteration 40F: 3 clusters Score -1156125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -473369.062500 Penalty: 1243.245483
	Iteration 0F: 2 clusters Score -473369.1 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 2154 members 
Entering Unmasked Estep 
Score: -470149.906250 Penalty: 2486.490967
	Iteration 0F: 3 clusters Score -470149.9 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -471015.312500 Penalty: 2486.490967
	Iteration 1F: 3 clusters Score -471015.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -471199.000000 Penalty: 2486.490967
	Iteration 2F: 3 clusters Score -471199 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -471309.656250 Penalty: 2486.490967
	Iteration 3F: 3 clusters Score -471309.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -471370.687500 Penalty: 2486.490967
	Iteration 4Q: 3 clusters Score -471370.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -471410.812500 Penalty: 2486.490967
	Iteration 5Q: 3 clusters Score -471410.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -471435.531250 Penalty: 2486.490967
	Iteration 6Q: 3 clusters Score -471435.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -471458.437500 Penalty: 2486.490967
	Iteration 7Q: 3 clusters Score -471458.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -471472.843750 Penalty: 2486.490967
	Iteration 8Q: 3 clusters Score -471472.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -471484.843750 Penalty: 2486.490967
	Iteration 9Q: 3 clusters Score -471484.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -471495.843750 Penalty: 2486.490967
	Iteration 10Q: 3 clusters Score -471495.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -471502.125000 Penalty: 2486.490967
	Iteration 11Q: 3 clusters Score -471502.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471511.968750 Penalty: 2486.490967
	Iteration 12Q: 3 clusters Score -471512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -471517.000000 Penalty: 2486.490967
	Iteration 13Q: 3 clusters Score -471517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -471521.750000 Penalty: 2486.490967
	Iteration 14Q: 3 clusters Score -471521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -471528.593750 Penalty: 2486.490967
	Iteration 15Q: 3 clusters Score -471528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -471533.437500 Penalty: 2486.490967
	Iteration 16Q: 3 clusters Score -471533.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -471540.531250 Penalty: 2486.490967
	Iteration 17Q: 3 clusters Score -471540.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -471545.281250 Penalty: 2486.490967
	Iteration 18Q: 3 clusters Score -471545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -471548.437500 Penalty: 2486.490967
	Iteration 19Q: 3 clusters Score -471548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -471550.656250 Penalty: 2486.490967
	Iteration 20F: 3 clusters Score -471550.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -471552.781250 Penalty: 2486.490967
	Iteration 21Q: 3 clusters Score -471552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -471554.406250 Penalty: 2486.490967
	Iteration 22Q: 3 clusters Score -471554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471558.031250 Penalty: 2486.490967
	Iteration 23Q: 3 clusters Score -471558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471558.656250 Penalty: 2486.490967
	Iteration 24Q: 3 clusters Score -471558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471559.500000 Penalty: 2486.490967
	Iteration 25Q: 3 clusters Score -471559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471560.875000 Penalty: 2486.490967
	Iteration 26Q: 3 clusters Score -471560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471561.593750 Penalty: 2486.490967
	Iteration 27Q: 3 clusters Score -471561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471562.937500 Penalty: 2486.490967
	Iteration 28Q: 3 clusters Score -471562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471564.687500 Penalty: 2486.490967
	Iteration 29Q: 3 clusters Score -471564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471565.593750 Penalty: 2486.490967
	Iteration 30Q: 3 clusters Score -471565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -471568.250000 Penalty: 2486.490967
	Iteration 31Q: 3 clusters Score -471568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471569.843750 Penalty: 2486.490967
	Iteration 32Q: 3 clusters Score -471569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -471570.625000 Penalty: 2486.490967
	Iteration 33Q: 3 clusters Score -471570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -471572.687500 Penalty: 2486.490967
	Iteration 34Q: 3 clusters Score -471572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -471576.218750 Penalty: 2486.490967
	Iteration 35Q: 3 clusters Score -471576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -471579.281250 Penalty: 2486.490967
	Iteration 36Q: 3 clusters Score -471579.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -471582.062500 Penalty: 2486.490967
	Iteration 37Q: 3 clusters Score -471582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -471586.781250 Penalty: 2486.490967
	Iteration 38Q: 3 clusters Score -471586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -471589.093750 Penalty: 2486.490967
	Iteration 39Q: 3 clusters Score -471589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -471591.125000 Penalty: 2486.490967
	Iteration 40F: 3 clusters Score -471591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -471593.812500 Penalty: 2486.490967
	Iteration 41Q: 3 clusters Score -471593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -471594.718750 Penalty: 2486.490967
	Iteration 42Q: 3 clusters Score -471594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -471595.531250 Penalty: 2486.490967
	Iteration 43Q: 3 clusters Score -471595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -471595.875000 Penalty: 2486.490967
	Iteration 44Q: 3 clusters Score -471595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -471595.656250 Penalty: 2486.490967
	Iteration 45Q: 3 clusters Score -471595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -471595.656250 Penalty: 2486.490967
	Iteration 46F: 3 clusters Score -471595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -943867.437500 Penalty: 1347.917725
	Iteration 0F: 2 clusters Score -943867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -937925.562500 Penalty: 2695.835449
	Iteration 0F: 3 clusters Score -937925.6 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -939874.437500 Penalty: 2695.835449
	Iteration 1F: 3 clusters Score -939874.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -940143.812500 Penalty: 2695.835449
	Iteration 2F: 3 clusters Score -940143.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -940347.625000 Penalty: 2695.835449
	Iteration 3F: 3 clusters Score -940347.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -940510.000000 Penalty: 2695.835449
	Iteration 4Q: 3 clusters Score -940510 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -940682.250000 Penalty: 2695.835449
	Iteration 5Q: 3 clusters Score -940682.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -940854.625000 Penalty: 2695.835449
	Iteration 6Q: 3 clusters Score -940854.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -941031.562500 Penalty: 2695.835449
	Iteration 7Q: 3 clusters Score -941031.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -941216.937500 Penalty: 2695.835449
	Iteration 8Q: 3 clusters Score -941216.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -941429.000000 Penalty: 2695.835449
	Iteration 9Q: 3 clusters Score -941429 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -941648.312500 Penalty: 2695.835449
	Iteration 10Q: 3 clusters Score -941648.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -941847.687500 Penalty: 2695.835449
	Iteration 11Q: 3 clusters Score -941847.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -942025.250000 Penalty: 2695.835449
	Iteration 12Q: 3 clusters Score -942025.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -942197.062500 Penalty: 2695.835449
	Iteration 13Q: 3 clusters Score -942197.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -942337.437500 Penalty: 2695.835449
	Iteration 14Q: 3 clusters Score -942337.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -942437.625000 Penalty: 2695.835449
	Iteration 15Q: 3 clusters Score -942437.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -942536.375000 Penalty: 2695.835449
	Iteration 16Q: 3 clusters Score -942536.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -942620.625000 Penalty: 2695.835449
	Iteration 17Q: 3 clusters Score -942620.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -942685.937500 Penalty: 2695.835449
	Iteration 18Q: 3 clusters Score -942685.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -942721.875000 Penalty: 2695.835449
	Iteration 19Q: 3 clusters Score -942721.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -942765.125000 Penalty: 2695.835449
	Iteration 20F: 3 clusters Score -942765.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -942792.000000 Penalty: 2695.835449
	Iteration 21Q: 3 clusters Score -942792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -942815.750000 Penalty: 2695.835449
	Iteration 22Q: 3 clusters Score -942815.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -942841.125000 Penalty: 2695.835449
	Iteration 23Q: 3 clusters Score -942841.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -942855.250000 Penalty: 2695.835449
	Iteration 24Q: 3 clusters Score -942855.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -942873.125000 Penalty: 2695.835449
	Iteration 25Q: 3 clusters Score -942873.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -942883.875000 Penalty: 2695.835449
	Iteration 26Q: 3 clusters Score -942883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -942892.125000 Penalty: 2695.835449
	Iteration 27Q: 3 clusters Score -942892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -942897.250000 Penalty: 2695.835449
	Iteration 28Q: 3 clusters Score -942897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -942901.312500 Penalty: 2695.835449
	Iteration 29Q: 3 clusters Score -942901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -942906.375000 Penalty: 2695.835449
	Iteration 30Q: 3 clusters Score -942906.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -942916.062500 Penalty: 2695.835449
	Iteration 31Q: 3 clusters Score -942916.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -942927.625000 Penalty: 2695.835449
	Iteration 32Q: 3 clusters Score -942927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -942935.000000 Penalty: 2695.835449
	Iteration 33Q: 3 clusters Score -942935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -942939.062500 Penalty: 2695.835449
	Iteration 34Q: 3 clusters Score -942939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -942940.000000 Penalty: 2695.835449
	Iteration 35Q: 3 clusters Score -942940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -942940.000000 Penalty: 2695.835449
	Iteration 36F: 3 clusters Score -942940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (43997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Entering Unmasked Estep 
Score: -5153091.000000 Penalty: 1590.951294
	Iteration 0F: 2 clusters Score -5153091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5124514.000000 Penalty: 3181.902588
	Iteration 0F: 3 clusters Score -5124514 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5135268.500000 Penalty: 3181.902588
	Iteration 1F: 3 clusters Score -5135268 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5135722.000000 Penalty: 3181.902588
	Iteration 2Q: 3 clusters Score -5135722 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -5136219.000000 Penalty: 3181.902588
	Iteration 3Q: 3 clusters Score -5136219 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5136700.500000 Penalty: 3181.902588
	Iteration 4Q: 3 clusters Score -5136700 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5137171.500000 Penalty: 3181.902588
	Iteration 5Q: 3 clusters Score -5137172 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5137856.000000 Penalty: 3181.902588
	Iteration 6Q: 3 clusters Score -5137856 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5138642.500000 Penalty: 3181.902588
	Iteration 7Q: 3 clusters Score -5138642 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5139730.000000 Penalty: 3181.902588
	Iteration 8Q: 3 clusters Score -5139730 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5141167.500000 Penalty: 3181.902588
	Iteration 9F: 3 clusters Score -5141168 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -5142934.000000 Penalty: 3181.902588
	Iteration 10F: 3 clusters Score -5142934 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -5144789.000000 Penalty: 3181.902588
	Iteration 11F: 3 clusters Score -5144789 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -5146479.500000 Penalty: 3181.902588
	Iteration 12Q: 3 clusters Score -5146480 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5147713.000000 Penalty: 3181.902588
	Iteration 13Q: 3 clusters Score -5147713 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -5148502.000000 Penalty: 3181.902588
	Iteration 14Q: 3 clusters Score -5148502 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5148994.000000 Penalty: 3181.902588
	Iteration 15Q: 3 clusters Score -5148994 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5149355.500000 Penalty: 3181.902588
	Iteration 16Q: 3 clusters Score -5149356 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5149619.000000 Penalty: 3181.902588
	Iteration 17Q: 3 clusters Score -5149619 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -5149837.500000 Penalty: 3181.902588
	Iteration 18Q: 3 clusters Score -5149838 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5150033.500000 Penalty: 3181.902588
	Iteration 19Q: 3 clusters Score -5150034 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5150220.500000 Penalty: 3181.902588
	Iteration 20F: 3 clusters Score -5150220 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5150419.500000 Penalty: 3181.902588
	Iteration 21Q: 3 clusters Score -5150420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5150610.000000 Penalty: 3181.902588
	Iteration 22Q: 3 clusters Score -5150610 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -5150744.500000 Penalty: 3181.902588
	Iteration 23Q: 3 clusters Score -5150744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -5150882.500000 Penalty: 3181.902588
	Iteration 24Q: 3 clusters Score -5150882 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5150978.000000 Penalty: 3181.902588
	Iteration 25Q: 3 clusters Score -5150978 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -5151075.000000 Penalty: 3181.902588
	Iteration 26Q: 3 clusters Score -5151075 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5151164.000000 Penalty: 3181.902588
	Iteration 27Q: 3 clusters Score -5151164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5151252.500000 Penalty: 3181.902588
	Iteration 28Q: 3 clusters Score -5151252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5151334.000000 Penalty: 3181.902588
	Iteration 29Q: 3 clusters Score -5151334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5151413.000000 Penalty: 3181.902588
	Iteration 30Q: 3 clusters Score -5151413 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5151477.500000 Penalty: 3181.902588
	Iteration 31Q: 3 clusters Score -5151478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5151539.500000 Penalty: 3181.902588
	Iteration 32Q: 3 clusters Score -5151540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5151600.000000 Penalty: 3181.902588
	Iteration 33Q: 3 clusters Score -5151600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -5151632.500000 Penalty: 3181.902588
	Iteration 34Q: 3 clusters Score -5151632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5151663.000000 Penalty: 3181.902588
	Iteration 35Q: 3 clusters Score -5151663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5151703.000000 Penalty: 3181.902588
	Iteration 36Q: 3 clusters Score -5151703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5151737.500000 Penalty: 3181.902588
	Iteration 37Q: 3 clusters Score -5151738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5151752.000000 Penalty: 3181.902588
	Iteration 38Q: 3 clusters Score -5151752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -5151770.000000 Penalty: 3181.902588
	Iteration 39Q: 3 clusters Score -5151770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5151790.500000 Penalty: 3181.902588
	Iteration 40F: 3 clusters Score -5151790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5151808.000000 Penalty: 3181.902588
	Iteration 41Q: 3 clusters Score -5151808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5151812.000000 Penalty: 3181.902588
	Iteration 42Q: 3 clusters Score -5151812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5151815.000000 Penalty: 3181.902588
	Iteration 43Q: 3 clusters Score -5151815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5151823.500000 Penalty: 3181.902588
	Iteration 44Q: 3 clusters Score -5151824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -5151825.000000 Penalty: 3181.902588
	Iteration 45Q: 3 clusters Score -5151825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -5151829.000000 Penalty: 3181.902588
	Iteration 46Q: 3 clusters Score -5151829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5151839.500000 Penalty: 3181.902588
	Iteration 47Q: 3 clusters Score -5151840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5151836.500000 Penalty: 3181.902588
	Iteration 48Q: 3 clusters Score -5151836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -5151841.000000 Penalty: 3181.902588
	Iteration 49Q: 3 clusters Score -5151841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5151845.500000 Penalty: 3181.902588
	Iteration 50Q: 3 clusters Score -5151846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5151855.000000 Penalty: 3181.902588
	Iteration 51Q: 3 clusters Score -5151855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5151859.000000 Penalty: 3181.902588
	Iteration 52Q: 3 clusters Score -5151859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -5151863.500000 Penalty: 3181.902588
	Iteration 53Q: 3 clusters Score -5151864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5151860.500000 Penalty: 3181.902588
	Iteration 54Q: 3 clusters Score -5151860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5151860.500000 Penalty: 3181.902588
	Iteration 55F: 3 clusters Score -5151860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -160530.531250 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -160530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158945.031250 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -158945 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -159287.390625 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -159287.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159399.515625 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -159399.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159456.406250 Penalty: 2178.982666
	Iteration 3Q: 3 clusters Score -159456.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159487.468750 Penalty: 2178.982666
	Iteration 4Q: 3 clusters Score -159487.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159501.968750 Penalty: 2178.982666
	Iteration 5Q: 3 clusters Score -159502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159516.546875 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -159516.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159525.531250 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -159525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159532.515625 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -159532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -159536.953125 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -159537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159541.265625 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -159541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159544.546875 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -159544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159547.562500 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -159547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -159549.171875 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -159549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159551.109375 Penalty: 2178.982666
	Iteration 14Q: 3 clusters Score -159551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159552.468750 Penalty: 2178.982666
	Iteration 15Q: 3 clusters Score -159552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159552.468750 Penalty: 2178.982666
	Iteration 16F: 3 clusters Score -159552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Entering Unmasked Estep 
Score: -3237175.500000 Penalty: 1520.471924
	Iteration 0F: 2 clusters Score -3237176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3219428.500000 Penalty: 3040.943848
	Iteration 0F: 3 clusters Score -3219428 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3226142.250000 Penalty: 3040.943848
	Iteration 1F: 3 clusters Score -3226142 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3226705.750000 Penalty: 3040.943848
	Iteration 2F: 3 clusters Score -3226706 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3227432.000000 Penalty: 3040.943848
	Iteration 3F: 3 clusters Score -3227432 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3228410.000000 Penalty: 3040.943848
	Iteration 4F: 3 clusters Score -3228410 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3229636.250000 Penalty: 3040.943848
	Iteration 5F: 3 clusters Score -3229636 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3230916.750000 Penalty: 3040.943848
	Iteration 6F: 3 clusters Score -3230917 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3232232.500000 Penalty: 3040.943848
	Iteration 7F: 3 clusters Score -3232232 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3233422.750000 Penalty: 3040.943848
	Iteration 8F: 3 clusters Score -3233423 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3234440.750000 Penalty: 3040.943848
	Iteration 9Q: 3 clusters Score -3234441 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3235219.250000 Penalty: 3040.943848
	Iteration 10Q: 3 clusters Score -3235219 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3235805.750000 Penalty: 3040.943848
	Iteration 11Q: 3 clusters Score -3235806 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3236167.250000 Penalty: 3040.943848
	Iteration 12Q: 3 clusters Score -3236167 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3236401.250000 Penalty: 3040.943848
	Iteration 13Q: 3 clusters Score -3236401 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3236530.500000 Penalty: 3040.943848
	Iteration 14Q: 3 clusters Score -3236530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3236615.000000 Penalty: 3040.943848
	Iteration 15Q: 3 clusters Score -3236615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3236674.500000 Penalty: 3040.943848
	Iteration 16Q: 3 clusters Score -3236674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3236728.000000 Penalty: 3040.943848
	Iteration 17Q: 3 clusters Score -3236728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3236758.500000 Penalty: 3040.943848
	Iteration 18Q: 3 clusters Score -3236758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3236790.500000 Penalty: 3040.943848
	Iteration 19Q: 3 clusters Score -3236790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3236798.250000 Penalty: 3040.943848
	Iteration 20F: 3 clusters Score -3236798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3236813.000000 Penalty: 3040.943848
	Iteration 21Q: 3 clusters Score -3236813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3236826.000000 Penalty: 3040.943848
	Iteration 22Q: 3 clusters Score -3236826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3236836.500000 Penalty: 3040.943848
	Iteration 23Q: 3 clusters Score -3236836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3236836.750000 Penalty: 3040.943848
	Iteration 24Q: 3 clusters Score -3236837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3236850.500000 Penalty: 3040.943848
	Iteration 25Q: 3 clusters Score -3236850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3236858.000000 Penalty: 3040.943848
	Iteration 26Q: 3 clusters Score -3236858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3236866.250000 Penalty: 3040.943848
	Iteration 27Q: 3 clusters Score -3236866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3236876.000000 Penalty: 3040.943848
	Iteration 28Q: 3 clusters Score -3236876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3236872.250000 Penalty: 3040.943848
	Iteration 29Q: 3 clusters Score -3236872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3236871.750000 Penalty: 3040.943848
	Iteration 30Q: 3 clusters Score -3236872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3236875.000000 Penalty: 3040.943848
	Iteration 31Q: 3 clusters Score -3236875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3236874.250000 Penalty: 3040.943848
	Iteration 32Q: 3 clusters Score -3236874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3236877.000000 Penalty: 3040.943848
	Iteration 33Q: 3 clusters Score -3236877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3236882.000000 Penalty: 3040.943848
	Iteration 34Q: 3 clusters Score -3236882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3236880.750000 Penalty: 3040.943848
	Iteration 35Q: 3 clusters Score -3236881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3236886.250000 Penalty: 3040.943848
	Iteration 36Q: 3 clusters Score -3236886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3236887.000000 Penalty: 3040.943848
	Iteration 37Q: 3 clusters Score -3236887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3236885.000000 Penalty: 3040.943848
	Iteration 38Q: 3 clusters Score -3236885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3236881.500000 Penalty: 3040.943848
	Iteration 39Q: 3 clusters Score -3236882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3236887.000000 Penalty: 3040.943848
	Iteration 40F: 3 clusters Score -3236887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3236885.500000 Penalty: 3040.943848
	Iteration 41Q: 3 clusters Score -3236886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3236887.250000 Penalty: 3040.943848
	Iteration 42Q: 3 clusters Score -3236887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3236885.000000 Penalty: 3040.943848
	Iteration 43Q: 3 clusters Score -3236885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3236885.000000 Penalty: 3040.943848
	Iteration 44F: 3 clusters Score -3236885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -635004.875000 Penalty: 1285.991333
	Iteration 0F: 2 clusters Score -635004.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -630916.500000 Penalty: 2571.982666
	Iteration 0F: 3 clusters Score -630916.5 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -632160.250000 Penalty: 2571.982666
	Iteration 1F: 3 clusters Score -632160.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -632381.125000 Penalty: 2571.982666
	Iteration 2F: 3 clusters Score -632381.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -632519.000000 Penalty: 2571.982666
	Iteration 3F: 3 clusters Score -632519 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -632620.750000 Penalty: 2571.982666
	Iteration 4Q: 3 clusters Score -632620.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -632683.437500 Penalty: 2571.982666
	Iteration 5Q: 3 clusters Score -632683.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -632732.125000 Penalty: 2571.982666
	Iteration 6Q: 3 clusters Score -632732.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -632773.187500 Penalty: 2571.982666
	Iteration 7Q: 3 clusters Score -632773.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -632819.187500 Penalty: 2571.982666
	Iteration 8Q: 3 clusters Score -632819.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -632866.562500 Penalty: 2571.982666
	Iteration 9Q: 3 clusters Score -632866.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -632903.625000 Penalty: 2571.982666
	Iteration 10Q: 3 clusters Score -632903.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -632937.500000 Penalty: 2571.982666
	Iteration 11Q: 3 clusters Score -632937.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -632969.062500 Penalty: 2571.982666
	Iteration 12Q: 3 clusters Score -632969.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -633010.187500 Penalty: 2571.982666
	Iteration 13Q: 3 clusters Score -633010.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -633047.000000 Penalty: 2571.982666
	Iteration 14Q: 3 clusters Score -633047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -633079.125000 Penalty: 2571.982666
	Iteration 15Q: 3 clusters Score -633079.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -633112.625000 Penalty: 2571.982666
	Iteration 16Q: 3 clusters Score -633112.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -633138.000000 Penalty: 2571.982666
	Iteration 17Q: 3 clusters Score -633138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -633171.687500 Penalty: 2571.982666
	Iteration 18Q: 3 clusters Score -633171.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -633203.687500 Penalty: 2571.982666
	Iteration 19Q: 3 clusters Score -633203.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -633253.125000 Penalty: 2571.982666
	Iteration 20F: 3 clusters Score -633253.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -633319.250000 Penalty: 2571.982666
	Iteration 21Q: 3 clusters Score -633319.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -633375.312500 Penalty: 2571.982666
	Iteration 22Q: 3 clusters Score -633375.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -633419.625000 Penalty: 2571.982666
	Iteration 23Q: 3 clusters Score -633419.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -633460.125000 Penalty: 2571.982666
	Iteration 24Q: 3 clusters Score -633460.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -633496.687500 Penalty: 2571.982666
	Iteration 25Q: 3 clusters Score -633496.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -633534.687500 Penalty: 2571.982666
	Iteration 26Q: 3 clusters Score -633534.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -633581.312500 Penalty: 2571.982666
	Iteration 27Q: 3 clusters Score -633581.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -633626.437500 Penalty: 2571.982666
	Iteration 28Q: 3 clusters Score -633626.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -633666.312500 Penalty: 2571.982666
	Iteration 29Q: 3 clusters Score -633666.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -633702.687500 Penalty: 2571.982666
	Iteration 30Q: 3 clusters Score -633702.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -633735.562500 Penalty: 2571.982666
	Iteration 31Q: 3 clusters Score -633735.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -633760.375000 Penalty: 2571.982666
	Iteration 32Q: 3 clusters Score -633760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -633780.562500 Penalty: 2571.982666
	Iteration 33Q: 3 clusters Score -633780.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -633805.687500 Penalty: 2571.982666
	Iteration 34Q: 3 clusters Score -633805.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -633832.625000 Penalty: 2571.982666
	Iteration 35Q: 3 clusters Score -633832.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -633856.687500 Penalty: 2571.982666
	Iteration 36Q: 3 clusters Score -633856.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -633880.437500 Penalty: 2571.982666
	Iteration 37Q: 3 clusters Score -633880.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -633903.250000 Penalty: 2571.982666
	Iteration 38Q: 3 clusters Score -633903.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -633919.625000 Penalty: 2571.982666
	Iteration 39Q: 3 clusters Score -633919.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -633946.625000 Penalty: 2571.982666
	Iteration 40F: 3 clusters Score -633946.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -633969.562500 Penalty: 2571.982666
	Iteration 41Q: 3 clusters Score -633969.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -633985.625000 Penalty: 2571.982666
	Iteration 42Q: 3 clusters Score -633985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -633989.812500 Penalty: 2571.982666
	Iteration 43Q: 3 clusters Score -633989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -633992.937500 Penalty: 2571.982666
	Iteration 44Q: 3 clusters Score -633992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -633995.187500 Penalty: 2571.982666
	Iteration 45Q: 3 clusters Score -633995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -633996.937500 Penalty: 2571.982666
	Iteration 46Q: 3 clusters Score -633996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -633996.937500 Penalty: 2571.982666
	Iteration 47F: 3 clusters Score -633996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Entering Unmasked Estep 
Score: -1836225.750000 Penalty: 1436.419800
	Iteration 0F: 2 clusters Score -1836226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1825977.125000 Penalty: 2872.839600
	Iteration 0F: 3 clusters Score -1825977 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1829597.250000 Penalty: 2872.839600
	Iteration 1F: 3 clusters Score -1829597 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1829947.875000 Penalty: 2872.839600
	Iteration 2F: 3 clusters Score -1829948 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1830207.250000 Penalty: 2872.839600
	Iteration 3Q: 3 clusters Score -1830207 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1830400.625000 Penalty: 2872.839600
	Iteration 4Q: 3 clusters Score -1830401 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1830563.000000 Penalty: 2872.839600
	Iteration 5Q: 3 clusters Score -1830563 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1830694.625000 Penalty: 2872.839600
	Iteration 6Q: 3 clusters Score -1830695 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1830828.875000 Penalty: 2872.839600
	Iteration 7Q: 3 clusters Score -1830829 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1830971.000000 Penalty: 2872.839600
	Iteration 8Q: 3 clusters Score -1830971 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1831130.250000 Penalty: 2872.839600
	Iteration 9Q: 3 clusters Score -1831130 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1831330.500000 Penalty: 2872.839600
	Iteration 10Q: 3 clusters Score -1831330 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1831619.125000 Penalty: 2872.839600
	Iteration 11Q: 3 clusters Score -1831619 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1831958.750000 Penalty: 2872.839600
	Iteration 12Q: 3 clusters Score -1831959 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1832348.750000 Penalty: 2872.839600
	Iteration 13Q: 3 clusters Score -1832349 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1832784.125000 Penalty: 2872.839600
	Iteration 14Q: 3 clusters Score -1832784 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1833236.000000 Penalty: 2872.839600
	Iteration 15Q: 3 clusters Score -1833236 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1833656.000000 Penalty: 2872.839600
	Iteration 16Q: 3 clusters Score -1833656 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1834063.500000 Penalty: 2872.839600
	Iteration 17Q: 3 clusters Score -1834064 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1834412.125000 Penalty: 2872.839600
	Iteration 18Q: 3 clusters Score -1834412 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1834678.875000 Penalty: 2872.839600
	Iteration 19Q: 3 clusters Score -1834679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1834828.500000 Penalty: 2872.839600
	Iteration 20F: 3 clusters Score -1834828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1834932.125000 Penalty: 2872.839600
	Iteration 21Q: 3 clusters Score -1834932 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1835003.375000 Penalty: 2872.839600
	Iteration 22Q: 3 clusters Score -1835003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1835051.500000 Penalty: 2872.839600
	Iteration 23Q: 3 clusters Score -1835052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1835087.750000 Penalty: 2872.839600
	Iteration 24Q: 3 clusters Score -1835088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1835123.625000 Penalty: 2872.839600
	Iteration 25Q: 3 clusters Score -1835124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1835148.625000 Penalty: 2872.839600
	Iteration 26Q: 3 clusters Score -1835149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1835157.625000 Penalty: 2872.839600
	Iteration 27Q: 3 clusters Score -1835158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1835166.250000 Penalty: 2872.839600
	Iteration 28Q: 3 clusters Score -1835166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1835175.000000 Penalty: 2872.839600
	Iteration 29Q: 3 clusters Score -1835175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1835180.750000 Penalty: 2872.839600
	Iteration 30Q: 3 clusters Score -1835181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1835185.875000 Penalty: 2872.839600
	Iteration 31Q: 3 clusters Score -1835186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1835189.375000 Penalty: 2872.839600
	Iteration 32Q: 3 clusters Score -1835189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1835189.250000 Penalty: 2872.839600
	Iteration 33Q: 3 clusters Score -1835189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1835189.250000 Penalty: 2872.839600
	Iteration 34F: 3 clusters Score -1835189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21508.128906 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21508.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21617.302734 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21661.927734 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21661.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21669.894531 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21669.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21680.521484 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21680.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21680.521484 Penalty: 1659.402466
	Iteration 5F: 3 clusters Score -21680.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Entering Unmasked Estep 
Score: -5430623.500000 Penalty: 1599.644531
	Iteration 0F: 2 clusters Score -5430624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -5400168.500000 Penalty: 3199.289062
	Iteration 0F: 3 clusters Score -5400168 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -5412080.500000 Penalty: 3199.289062
	Iteration 1F: 3 clusters Score -5412080 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5412518.500000 Penalty: 3199.289062
	Iteration 2Q: 3 clusters Score -5412518 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5412911.000000 Penalty: 3199.289062
	Iteration 3Q: 3 clusters Score -5412911 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5413341.500000 Penalty: 3199.289062
	Iteration 4Q: 3 clusters Score -5413342 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5413762.000000 Penalty: 3199.289062
	Iteration 5Q: 3 clusters Score -5413762 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -5414250.500000 Penalty: 3199.289062
	Iteration 6Q: 3 clusters Score -5414250 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -5414851.000000 Penalty: 3199.289062
	Iteration 7Q: 3 clusters Score -5414851 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5415520.000000 Penalty: 3199.289062
	Iteration 8Q: 3 clusters Score -5415520 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -5416463.000000 Penalty: 3199.289062
	Iteration 9Q: 3 clusters Score -5416463 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -5417679.000000 Penalty: 3199.289062
	Iteration 10Q: 3 clusters Score -5417679 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5419174.500000 Penalty: 3199.289062
	Iteration 11F: 3 clusters Score -5419174 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5420978.000000 Penalty: 3199.289062
	Iteration 12F: 3 clusters Score -5420978 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -5422683.500000 Penalty: 3199.289062
	Iteration 13F: 3 clusters Score -5422684 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5424033.000000 Penalty: 3199.289062
	Iteration 14Q: 3 clusters Score -5424033 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5425030.500000 Penalty: 3199.289062
	Iteration 15Q: 3 clusters Score -5425030 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -5425682.500000 Penalty: 3199.289062
	Iteration 16Q: 3 clusters Score -5425682 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5426277.500000 Penalty: 3199.289062
	Iteration 17Q: 3 clusters Score -5426278 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5426748.000000 Penalty: 3199.289062
	Iteration 18Q: 3 clusters Score -5426748 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5427133.000000 Penalty: 3199.289062
	Iteration 19Q: 3 clusters Score -5427133 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -5427512.500000 Penalty: 3199.289062
	Iteration 20F: 3 clusters Score -5427512 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5427843.500000 Penalty: 3199.289062
	Iteration 21Q: 3 clusters Score -5427844 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -5428133.000000 Penalty: 3199.289062
	Iteration 22Q: 3 clusters Score -5428133 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5428392.500000 Penalty: 3199.289062
	Iteration 23Q: 3 clusters Score -5428392 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5428635.000000 Penalty: 3199.289062
	Iteration 24Q: 3 clusters Score -5428635 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5428836.500000 Penalty: 3199.289062
	Iteration 25Q: 3 clusters Score -5428836 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -5429025.000000 Penalty: 3199.289062
	Iteration 26Q: 3 clusters Score -5429025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5429153.500000 Penalty: 3199.289062
	Iteration 27Q: 3 clusters Score -5429154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -5429257.500000 Penalty: 3199.289062
	Iteration 28Q: 3 clusters Score -5429258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -5429350.000000 Penalty: 3199.289062
	Iteration 29Q: 3 clusters Score -5429350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -5429404.500000 Penalty: 3199.289062
	Iteration 30Q: 3 clusters Score -5429404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -5429479.000000 Penalty: 3199.289062
	Iteration 31Q: 3 clusters Score -5429479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5429515.000000 Penalty: 3199.289062
	Iteration 32Q: 3 clusters Score -5429515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -5429537.000000 Penalty: 3199.289062
	Iteration 33Q: 3 clusters Score -5429537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -5429565.000000 Penalty: 3199.289062
	Iteration 34Q: 3 clusters Score -5429565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5429569.000000 Penalty: 3199.289062
	Iteration 35Q: 3 clusters Score -5429569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -5429575.000000 Penalty: 3199.289062
	Iteration 36Q: 3 clusters Score -5429575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5429583.500000 Penalty: 3199.289062
	Iteration 37Q: 3 clusters Score -5429584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5429590.000000 Penalty: 3199.289062
	Iteration 38Q: 3 clusters Score -5429590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5429597.500000 Penalty: 3199.289062
	Iteration 39Q: 3 clusters Score -5429598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5429602.500000 Penalty: 3199.289062
	Iteration 40F: 3 clusters Score -5429602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -5429609.000000 Penalty: 3199.289062
	Iteration 41Q: 3 clusters Score -5429609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -5429613.500000 Penalty: 3199.289062
	Iteration 42Q: 3 clusters Score -5429614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -5429617.500000 Penalty: 3199.289062
	Iteration 43Q: 3 clusters Score -5429618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -5429618.000000 Penalty: 3199.289062
	Iteration 44Q: 3 clusters Score -5429618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -5429623.000000 Penalty: 3199.289062
	Iteration 45Q: 3 clusters Score -5429623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5429624.500000 Penalty: 3199.289062
	Iteration 46Q: 3 clusters Score -5429624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -5429625.000000 Penalty: 3199.289062
	Iteration 47Q: 3 clusters Score -5429625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5429623.500000 Penalty: 3199.289062
	Iteration 48Q: 3 clusters Score -5429624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -5429624.000000 Penalty: 3199.289062
	Iteration 49Q: 3 clusters Score -5429624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5429623.500000 Penalty: 3199.289062
	Iteration 50Q: 3 clusters Score -5429624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5429624.500000 Penalty: 3199.289062
	Iteration 51Q: 3 clusters Score -5429624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5429624.500000 Penalty: 3199.289062
	Iteration 52F: 3 clusters Score -5429624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Entering Unmasked Estep 
Score: -1038325.312500 Penalty: 1350.390991
	Iteration 0F: 2 clusters Score -1038325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1032337.562500 Penalty: 2700.781982
	Iteration 0F: 3 clusters Score -1032338 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1034229.687500 Penalty: 2700.781982
	Iteration 1F: 3 clusters Score -1034230 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1034490.937500 Penalty: 2700.781982
	Iteration 2F: 3 clusters Score -1034491 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1034700.250000 Penalty: 2700.781982
	Iteration 3Q: 3 clusters Score -1034700 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1034873.375000 Penalty: 2700.781982
	Iteration 4Q: 3 clusters Score -1034873 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1035055.000000 Penalty: 2700.781982
	Iteration 5Q: 3 clusters Score -1035055 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1035258.250000 Penalty: 2700.781982
	Iteration 6Q: 3 clusters Score -1035258 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1035523.750000 Penalty: 2700.781982
	Iteration 7Q: 3 clusters Score -1035524 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1035851.437500 Penalty: 2700.781982
	Iteration 8F: 3 clusters Score -1035851 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1036205.750000 Penalty: 2700.781982
	Iteration 9F: 3 clusters Score -1036206 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1036497.812500 Penalty: 2700.781982
	Iteration 10Q: 3 clusters Score -1036498 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1036755.687500 Penalty: 2700.781982
	Iteration 11Q: 3 clusters Score -1036756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1036953.687500 Penalty: 2700.781982
	Iteration 12Q: 3 clusters Score -1036954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1037112.562500 Penalty: 2700.781982
	Iteration 13Q: 3 clusters Score -1037113 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1037230.125000 Penalty: 2700.781982
	Iteration 14Q: 3 clusters Score -1037230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1037325.000000 Penalty: 2700.781982
	Iteration 15Q: 3 clusters Score -1037325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1037390.937500 Penalty: 2700.781982
	Iteration 16Q: 3 clusters Score -1037391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1037434.500000 Penalty: 2700.781982
	Iteration 17Q: 3 clusters Score -1037434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1037462.937500 Penalty: 2700.781982
	Iteration 18Q: 3 clusters Score -1037463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1037481.812500 Penalty: 2700.781982
	Iteration 19Q: 3 clusters Score -1037482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1037505.687500 Penalty: 2700.781982
	Iteration 20F: 3 clusters Score -1037506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1037517.500000 Penalty: 2700.781982
	Iteration 21Q: 3 clusters Score -1037518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1037535.937500 Penalty: 2700.781982
	Iteration 22Q: 3 clusters Score -1037536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1037554.875000 Penalty: 2700.781982
	Iteration 23Q: 3 clusters Score -1037555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1037564.500000 Penalty: 2700.781982
	Iteration 24Q: 3 clusters Score -1037564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1037575.875000 Penalty: 2700.781982
	Iteration 25Q: 3 clusters Score -1037576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1037584.875000 Penalty: 2700.781982
	Iteration 26Q: 3 clusters Score -1037585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1037587.500000 Penalty: 2700.781982
	Iteration 27Q: 3 clusters Score -1037588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1037587.437500 Penalty: 2700.781982
	Iteration 28Q: 3 clusters Score -1037587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1037587.687500 Penalty: 2700.781982
	Iteration 29Q: 3 clusters Score -1037588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1037587.687500 Penalty: 2700.781982
	Iteration 30F: 3 clusters Score -1037588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27099.808594 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27099.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27406.675781 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27406.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27617.958984 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27617.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27826.949219 Penalty: 1741.615479
	Iteration 3F: 3 clusters Score -27826.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27914.787109 Penalty: 1741.615479
	Iteration 4Q: 3 clusters Score -27914.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28004.150391 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -28004.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28060.626953 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -28060.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28119.224609 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -28119.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28182.023438 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -28182.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28195.230469 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -28195.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28213.365234 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28213.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28248.330078 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28248.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28294.759766 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28294.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28319.812500 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -28319.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28358.355469 Penalty: 1741.615479
	Iteration 14Q: 3 clusters Score -28358.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28391.285156 Penalty: 1741.615479
	Iteration 15Q: 3 clusters Score -28391.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28409.224609 Penalty: 1741.615479
	Iteration 16Q: 3 clusters Score -28409.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28418.988281 Penalty: 1741.615479
	Iteration 17Q: 3 clusters Score -28418.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28436.361328 Penalty: 1741.615479
	Iteration 18Q: 3 clusters Score -28436.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28475.093750 Penalty: 1741.615479
	Iteration 19Q: 3 clusters Score -28475.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28530.466797 Penalty: 1741.615479
	Iteration 20F: 3 clusters Score -28530.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28647.955078 Penalty: 1741.615479
	Iteration 21Q: 3 clusters Score -28647.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28710.564453 Penalty: 1741.615479
	Iteration 22Q: 3 clusters Score -28710.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28791.611328 Penalty: 1741.615479
	Iteration 23Q: 3 clusters Score -28791.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28803.894531 Penalty: 1741.615479
	Iteration 24Q: 3 clusters Score -28803.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28818.259766 Penalty: 1741.615479
	Iteration 25Q: 3 clusters Score -28818.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28823.871094 Penalty: 1741.615479
	Iteration 26Q: 3 clusters Score -28823.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28823.871094 Penalty: 1741.615479
	Iteration 27F: 3 clusters Score -28823.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 69418 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66329 members 
Mstep: Class 11 contains 76058 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27207 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8145 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52834 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114198 members 
Mstep: Class 36 contains 6329 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10479 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5667 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46644 members 
Mstep: Class 54 contains 8736 members 
Mstep: Class 55 contains 141 members 
Mstep: Class 56 contains 2452 members 
Mstep: Class 57 contains 207 members 
Entering Unmasked Estep 
Score: -111088672.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089096.000000 to -111088672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -286896.500000 Penalty: 1161.333374
	Iteration 0F: 2 clusters Score -286896.5 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 1238 members 
Entering Unmasked Estep 
Score: -284704.718750 Penalty: 2322.666748
	Iteration 0F: 3 clusters Score -284704.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285254.812500 Penalty: 2322.666748
	Iteration 1F: 3 clusters Score -285254.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -285395.843750 Penalty: 2322.666748
	Iteration 2F: 3 clusters Score -285395.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -285478.750000 Penalty: 2322.666748
	Iteration 3Q: 3 clusters Score -285478.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -285524.062500 Penalty: 2322.666748
	Iteration 4Q: 3 clusters Score -285524.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -285555.593750 Penalty: 2322.666748
	Iteration 5Q: 3 clusters Score -285555.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -285580.187500 Penalty: 2322.666748
	Iteration 6Q: 3 clusters Score -285580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -285598.156250 Penalty: 2322.666748
	Iteration 7Q: 3 clusters Score -285598.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -285609.343750 Penalty: 2322.666748
	Iteration 8Q: 3 clusters Score -285609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -285620.062500 Penalty: 2322.666748
	Iteration 9Q: 3 clusters Score -285620.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -285632.281250 Penalty: 2322.666748
	Iteration 10Q: 3 clusters Score -285632.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -285642.531250 Penalty: 2322.666748
	Iteration 11Q: 3 clusters Score -285642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -285650.906250 Penalty: 2322.666748
	Iteration 12Q: 3 clusters Score -285650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -285655.343750 Penalty: 2322.666748
	Iteration 13Q: 3 clusters Score -285655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -285659.531250 Penalty: 2322.666748
	Iteration 14Q: 3 clusters Score -285659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -285665.125000 Penalty: 2322.666748
	Iteration 15Q: 3 clusters Score -285665.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -285669.250000 Penalty: 2322.666748
	Iteration 16Q: 3 clusters Score -285669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -285672.718750 Penalty: 2322.666748
	Iteration 17Q: 3 clusters Score -285672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -285679.656250 Penalty: 2322.666748
	Iteration 18Q: 3 clusters Score -285679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285685.812500 Penalty: 2322.666748
	Iteration 19Q: 3 clusters Score -285685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -285692.468750 Penalty: 2322.666748
	Iteration 20F: 3 clusters Score -285692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -285694.500000 Penalty: 2322.666748
	Iteration 21Q: 3 clusters Score -285694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -285695.812500 Penalty: 2322.666748
	Iteration 22Q: 3 clusters Score -285695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -285697.750000 Penalty: 2322.666748
	Iteration 23Q: 3 clusters Score -285697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -285699.062500 Penalty: 2322.666748
	Iteration 24Q: 3 clusters Score -285699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -285700.187500 Penalty: 2322.666748
	Iteration 25Q: 3 clusters Score -285700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -285701.781250 Penalty: 2322.666748
	Iteration 26Q: 3 clusters Score -285701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -285703.218750 Penalty: 2322.666748
	Iteration 27Q: 3 clusters Score -285703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285705.250000 Penalty: 2322.666748
	Iteration 28Q: 3 clusters Score -285705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -285707.218750 Penalty: 2322.666748
	Iteration 29Q: 3 clusters Score -285707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -285707.218750 Penalty: 2322.666748
	Iteration 30F: 3 clusters Score -285707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 69418 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66329 members 
Mstep: Class 11 contains 76058 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27207 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8145 members 
Mstep: Class 26 contains 16245 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52834 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114198 members 
Mstep: Class 36 contains 6329 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10479 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27398 members 
Mstep: Class 50 contains 5667 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46644 members 
Mstep: Class 54 contains 8736 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088928.000000 Penalty: 115153.429688
Iteration 239Q: 57 clusters Score -1.110889e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17816 members 
Mstep: Class 6 contains 69426 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66302 members 
Mstep: Class 11 contains 76030 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27215 members 
Mstep: Class 23 contains 7613 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 16250 members 
Mstep: Class 27 contains 13610 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52830 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114212 members 
Mstep: Class 36 contains 6328 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4399 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10487 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5669 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46643 members 
Mstep: Class 54 contains 8739 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089008.000000 Penalty: 115153.429688
Iteration 240F: 57 clusters Score -1.11089e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 69427 members 
Mstep: Class 7 contains 23302 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66281 members 
Mstep: Class 11 contains 76006 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27230 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 16251 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52828 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114229 members 
Mstep: Class 36 contains 6327 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4402 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46642 members 
Mstep: Class 54 contains 8742 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088848.000000 Penalty: 115153.429688
Iteration 241Q: 57 clusters Score -1.110888e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17806 members 
Mstep: Class 6 contains 69434 members 
Mstep: Class 7 contains 23306 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66264 members 
Mstep: Class 11 contains 75989 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32325 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27240 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 16254 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 52828 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114238 members 
Mstep: Class 36 contains 6328 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4405 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 10494 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46639 members 
Mstep: Class 54 contains 8745 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088816.000000 Penalty: 115153.429688
Iteration 242Q: 57 clusters Score -1.110888e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17802 members 
Mstep: Class 6 contains 69427 members 
Mstep: Class 7 contains 23313 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66247 members 
Mstep: Class 11 contains 75973 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27261 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 16259 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52827 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114246 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4408 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8948 members 
Mstep: Class 44 contains 10490 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5669 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46639 members 
Mstep: Class 54 contains 8747 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088848.000000 Penalty: 115153.429688
Iteration 243Q: 57 clusters Score -1.110888e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17802 members 
Mstep: Class 6 contains 69427 members 
Mstep: Class 7 contains 23318 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66234 members 
Mstep: Class 11 contains 75959 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27270 members 
Mstep: Class 23 contains 7617 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 16265 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52825 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11094 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4410 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10491 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46638 members 
Mstep: Class 54 contains 8750 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088728.000000 Penalty: 115153.429688
Iteration 244Q: 57 clusters Score -1.110887e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17799 members 
Mstep: Class 6 contains 69425 members 
Mstep: Class 7 contains 23324 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66224 members 
Mstep: Class 11 contains 75948 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27280 members 
Mstep: Class 23 contains 7617 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 16267 members 
Mstep: Class 27 contains 13619 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52825 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 114250 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4411 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5671 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46638 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088800.000000 Penalty: 115153.429688
Iteration 245Q: 57 clusters Score -1.110888e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17794 members 
Mstep: Class 6 contains 69431 members 
Mstep: Class 7 contains 23329 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66218 members 
Mstep: Class 11 contains 75939 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10610 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27286 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 16267 members 
Mstep: Class 27 contains 13619 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52825 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5197 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11091 members 
Mstep: Class 35 contains 114254 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4415 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10491 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5676 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46637 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088824.000000 Penalty: 115153.429688
Iteration 246Q: 57 clusters Score -1.110888e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17791 members 
Mstep: Class 6 contains 69435 members 
Mstep: Class 7 contains 23328 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66215 members 
Mstep: Class 11 contains 75926 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10609 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27281 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 16270 members 
Mstep: Class 27 contains 13619 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52820 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11090 members 
Mstep: Class 35 contains 114258 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4422 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10490 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5679 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46637 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088824.000000 Penalty: 115153.429688
Iteration 247Q: 57 clusters Score -1.110888e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17791 members 
Mstep: Class 6 contains 69435 members 
Mstep: Class 7 contains 23332 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66211 members 
Mstep: Class 11 contains 75912 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27271 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 16272 members 
Mstep: Class 27 contains 13621 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52818 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 5201 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11089 members 
Mstep: Class 35 contains 114261 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4425 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5687 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46637 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088848.000000 Penalty: 115153.429688
Iteration 248Q: 57 clusters Score -1.110888e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17788 members 
Mstep: Class 6 contains 69436 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66197 members 
Mstep: Class 11 contains 75904 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27271 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 16278 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21032 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52811 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 114260 members 
Mstep: Class 36 contains 6331 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4429 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10495 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5690 members 
Mstep: Class 51 contains 15574 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46634 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088984.000000 Penalty: 115153.429688
Iteration 249Q: 57 clusters Score -1.11089e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 17783 members 
Mstep: Class 6 contains 69436 members 
Mstep: Class 7 contains 23343 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66184 members 
Mstep: Class 11 contains 75898 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 42088 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10832 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27274 members 
Mstep: Class 23 contains 7629 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 16286 members 
Mstep: Class 27 contains 13626 members 
Mstep: Class 28 contains 21033 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52809 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5203 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 114260 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4435 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10497 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44008 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5690 members 
Mstep: Class 51 contains 15575 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46632 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089000.000000 Penalty: 115153.429688
Iteration 250Q: 57 clusters Score -1.11089e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20440 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 17782 members 
Mstep: Class 6 contains 69439 members 
Mstep: Class 7 contains 23348 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66167 members 
Mstep: Class 11 contains 75895 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42087 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 8143 members 
Mstep: Class 22 contains 27279 members 
Mstep: Class 23 contains 7632 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 16291 members 
Mstep: Class 27 contains 13630 members 
Mstep: Class 28 contains 21033 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52808 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 114262 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4437 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10495 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5692 members 
Mstep: Class 51 contains 15575 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46628 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089072.000000 Penalty: 115153.429688
Iteration 251Q: 57 clusters Score -1.110891e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20440 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17775 members 
Mstep: Class 6 contains 69435 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 7572 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66156 members 
Mstep: Class 11 contains 75887 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42086 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 8143 members 
Mstep: Class 22 contains 27281 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 16299 members 
Mstep: Class 27 contains 13631 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52812 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5205 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 114265 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4440 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10495 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5695 members 
Mstep: Class 51 contains 15578 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46627 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088904.000000 Penalty: 115153.429688
Iteration 252Q: 57 clusters Score -1.110889e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20440 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17770 members 
Mstep: Class 6 contains 69428 members 
Mstep: Class 7 contains 23354 members 
Mstep: Class 8 contains 7572 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66146 members 
Mstep: Class 11 contains 75883 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42086 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 3979 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8142 members 
Mstep: Class 22 contains 27275 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 16306 members 
Mstep: Class 27 contains 13634 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52811 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5207 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 114270 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4442 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3161 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10496 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5696 members 
Mstep: Class 51 contains 15579 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46628 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088840.000000 Penalty: 115153.429688
Iteration 253Q: 57 clusters Score -1.110888e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 69420 members 
Mstep: Class 7 contains 23359 members 
Mstep: Class 8 contains 7567 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66139 members 
Mstep: Class 11 contains 75878 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42084 members 
Mstep: Class 14 contains 73012 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27272 members 
Mstep: Class 23 contains 7639 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 16325 members 
Mstep: Class 27 contains 13639 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52805 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5209 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 114272 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10497 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5696 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46623 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088744.000000 Penalty: 115153.429688
Iteration 254Q: 57 clusters Score -1.110887e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17754 members 
Mstep: Class 6 contains 69413 members 
Mstep: Class 7 contains 23370 members 
Mstep: Class 8 contains 7563 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66135 members 
Mstep: Class 11 contains 75871 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42085 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27271 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 16342 members 
Mstep: Class 27 contains 13641 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52801 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5209 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 114273 members 
Mstep: Class 36 contains 6343 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10498 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5696 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46615 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088872.000000 Penalty: 115153.429688
Iteration 255Q: 57 clusters Score -1.110889e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17749 members 
Mstep: Class 6 contains 69412 members 
Mstep: Class 7 contains 23377 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66128 members 
Mstep: Class 11 contains 75863 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42085 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27282 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 16348 members 
Mstep: Class 27 contains 13642 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52794 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 114273 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10495 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5696 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46614 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088816.000000 Penalty: 115153.429688
Iteration 256Q: 57 clusters Score -1.110888e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17747 members 
Mstep: Class 6 contains 69411 members 
Mstep: Class 7 contains 23382 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66118 members 
Mstep: Class 11 contains 75857 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42084 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27301 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 16352 members 
Mstep: Class 27 contains 13642 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52791 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5213 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 114271 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3160 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5695 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46614 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088784.000000 Penalty: 115153.429688
Iteration 257Q: 57 clusters Score -1.110888e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17742 members 
Mstep: Class 6 contains 69409 members 
Mstep: Class 7 contains 23389 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66118 members 
Mstep: Class 11 contains 75850 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42083 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27307 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 16360 members 
Mstep: Class 27 contains 13643 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52787 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5215 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 114271 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5696 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46612 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088816.000000 Penalty: 115153.429688
Iteration 258Q: 57 clusters Score -1.110888e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17738 members 
Mstep: Class 6 contains 69412 members 
Mstep: Class 7 contains 23391 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66116 members 
Mstep: Class 11 contains 75844 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42082 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27317 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 16365 members 
Mstep: Class 27 contains 13643 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52787 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5216 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114262 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10492 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5697 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46611 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088776.000000 Penalty: 115153.429688
Iteration 259Q: 57 clusters Score -1.110888e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17735 members 
Mstep: Class 6 contains 69410 members 
Mstep: Class 7 contains 23393 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66116 members 
Mstep: Class 11 contains 75841 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42083 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27322 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 16369 members 
Mstep: Class 27 contains 13647 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52781 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11083 members 
Mstep: Class 35 contains 114258 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10490 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5697 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46609 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088712.000000 Penalty: 115153.429688
Iteration 260F: 57 clusters Score -1.110887e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17730 members 
Mstep: Class 6 contains 69411 members 
Mstep: Class 7 contains 23396 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66113 members 
Mstep: Class 11 contains 75842 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42083 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27326 members 
Mstep: Class 23 contains 7650 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 16373 members 
Mstep: Class 27 contains 13648 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52775 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5220 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114252 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10486 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5698 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46608 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088824.000000 Penalty: 115153.429688
Iteration 261Q: 57 clusters Score -1.110888e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17729 members 
Mstep: Class 6 contains 69413 members 
Mstep: Class 7 contains 23403 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66109 members 
Mstep: Class 11 contains 75840 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42081 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27332 members 
Mstep: Class 23 contains 7651 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 16375 members 
Mstep: Class 27 contains 13648 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52775 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5221 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114254 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3158 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10483 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5698 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46609 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088864.000000 Penalty: 115153.429688
Iteration 262Q: 57 clusters Score -1.110889e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17725 members 
Mstep: Class 6 contains 69413 members 
Mstep: Class 7 contains 23405 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66106 members 
Mstep: Class 11 contains 75840 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42078 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 7654 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16377 members 
Mstep: Class 27 contains 13649 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52770 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5224 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114252 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10482 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8599 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5699 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46609 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088928.000000 Penalty: 115153.429688
Iteration 263Q: 57 clusters Score -1.110889e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17722 members 
Mstep: Class 6 contains 69412 members 
Mstep: Class 7 contains 23408 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66100 members 
Mstep: Class 11 contains 75837 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42076 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27352 members 
Mstep: Class 23 contains 7656 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16379 members 
Mstep: Class 27 contains 13650 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52768 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5224 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114252 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10480 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5700 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46606 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088880.000000 Penalty: 115153.429688
Iteration 264Q: 57 clusters Score -1.110889e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17715 members 
Mstep: Class 6 contains 69411 members 
Mstep: Class 7 contains 23408 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66094 members 
Mstep: Class 11 contains 75831 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42075 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27371 members 
Mstep: Class 23 contains 7661 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16384 members 
Mstep: Class 27 contains 13650 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52768 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5224 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114254 members 
Mstep: Class 36 contains 6343 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8010 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10476 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5701 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46602 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088920.000000 Penalty: 115153.429688
Iteration 265Q: 57 clusters Score -1.110889e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17709 members 
Mstep: Class 6 contains 69407 members 
Mstep: Class 7 contains 23406 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66089 members 
Mstep: Class 11 contains 75825 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42075 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27385 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16386 members 
Mstep: Class 27 contains 13648 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52770 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5224 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114256 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10473 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5703 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46602 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088944.000000 Penalty: 115153.429688
Iteration 266Q: 57 clusters Score -1.110889e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17705 members 
Mstep: Class 6 contains 69405 members 
Mstep: Class 7 contains 23408 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66081 members 
Mstep: Class 11 contains 75812 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42076 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27409 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16392 members 
Mstep: Class 27 contains 13646 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52766 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5225 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114258 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10473 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5704 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46598 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088960.000000 Penalty: 115153.429688
Iteration 267Q: 57 clusters Score -1.11089e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17701 members 
Mstep: Class 6 contains 69411 members 
Mstep: Class 7 contains 23410 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66066 members 
Mstep: Class 11 contains 75795 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42076 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27435 members 
Mstep: Class 23 contains 7667 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 13643 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52769 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5225 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114261 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3159 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10472 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5705 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46596 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088984.000000 Penalty: 115153.429688
Iteration 268Q: 57 clusters Score -1.11089e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 69417 members 
Mstep: Class 7 contains 23411 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66054 members 
Mstep: Class 11 contains 75780 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42077 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27465 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16397 members 
Mstep: Class 27 contains 13641 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52766 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5227 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114258 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4444 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3161 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10472 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5705 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46591 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089112.000000 Penalty: 115153.429688
Iteration 269Q: 57 clusters Score -1.110891e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17686 members 
Mstep: Class 6 contains 69420 members 
Mstep: Class 7 contains 23413 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66047 members 
Mstep: Class 11 contains 75767 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42077 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27477 members 
Mstep: Class 23 contains 7661 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16401 members 
Mstep: Class 27 contains 13641 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52766 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5230 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114261 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4445 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3163 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10471 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8598 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5705 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8752 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089120.000000 Penalty: 115153.429688
Iteration 270Q: 57 clusters Score -1.110891e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17678 members 
Mstep: Class 6 contains 69415 members 
Mstep: Class 7 contains 23412 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66041 members 
Mstep: Class 11 contains 75760 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42074 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27495 members 
Mstep: Class 23 contains 7663 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16406 members 
Mstep: Class 27 contains 13640 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52770 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5230 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11084 members 
Mstep: Class 35 contains 114262 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4447 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3162 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10470 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5706 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46591 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089144.000000 Penalty: 115153.429688
Iteration 271Q: 57 clusters Score -1.110891e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17672 members 
Mstep: Class 6 contains 69410 members 
Mstep: Class 7 contains 23412 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66043 members 
Mstep: Class 11 contains 75754 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42074 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 27506 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16409 members 
Mstep: Class 27 contains 13638 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52769 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5233 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11083 members 
Mstep: Class 35 contains 114256 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4448 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3163 members 
Mstep: Class 41 contains 8012 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10468 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5707 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46592 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089024.000000 Penalty: 115153.429688
Iteration 272Q: 57 clusters Score -1.11089e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17669 members 
Mstep: Class 6 contains 69408 members 
Mstep: Class 7 contains 23417 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66045 members 
Mstep: Class 11 contains 75746 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42074 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27524 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16410 members 
Mstep: Class 27 contains 13632 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52771 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5233 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11083 members 
Mstep: Class 35 contains 114250 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4451 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3163 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10465 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5707 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46591 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089128.000000 Penalty: 115153.429688
Iteration 273Q: 57 clusters Score -1.110891e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17665 members 
Mstep: Class 6 contains 69400 members 
Mstep: Class 7 contains 23423 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66037 members 
Mstep: Class 11 contains 75735 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42074 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27546 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 16411 members 
Mstep: Class 27 contains 13631 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52770 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5235 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11083 members 
Mstep: Class 35 contains 114251 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4453 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3163 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10464 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5707 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089168.000000 Penalty: 115153.429688
Iteration 274Q: 57 clusters Score -1.110892e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17658 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 23423 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66023 members 
Mstep: Class 11 contains 75727 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27573 members 
Mstep: Class 23 contains 7668 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16414 members 
Mstep: Class 27 contains 13631 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52766 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5237 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11082 members 
Mstep: Class 35 contains 114250 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4455 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3164 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5707 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089232.000000 Penalty: 115153.429688
Iteration 275Q: 57 clusters Score -1.110892e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17655 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23423 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66015 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32317 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27579 members 
Mstep: Class 23 contains 7671 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16418 members 
Mstep: Class 27 contains 13631 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52765 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5236 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114251 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3164 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5708 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089224.000000 Penalty: 115153.429688
Iteration 276Q: 57 clusters Score -1.110892e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17652 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23423 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66010 members 
Mstep: Class 11 contains 75725 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27577 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16421 members 
Mstep: Class 27 contains 13630 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52764 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5239 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114250 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3164 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10460 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15581 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089320.000000 Penalty: 115153.429688
Iteration 277Q: 57 clusters Score -1.110893e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20430 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17649 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66011 members 
Mstep: Class 11 contains 75722 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 27581 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16422 members 
Mstep: Class 27 contains 13627 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52762 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5240 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089304.000000 Penalty: 115153.429688
Iteration 278Q: 57 clusters Score -1.110893e+08 nChanged 41
Entering ConstructFrom: 
Score: -111089304.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46815.742188 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46815.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46988.890625 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -46988.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47044.613281 Penalty: 1823.356323
	Iteration 2F: 3 clusters Score -47044.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47082.160156 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47082.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47096.125000 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47096.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47106.320312 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47106.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47111.125000 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47111.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47132.785156 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47132.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47174.183594 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47174.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47206.058594 Penalty: 1823.356323
	Iteration 9Q: 3 clusters Score -47206.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47252.324219 Penalty: 1823.356323
	Iteration 10Q: 3 clusters Score -47252.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47284.195312 Penalty: 1823.356323
	Iteration 11Q: 3 clusters Score -47284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47312.398438 Penalty: 1823.356323
	Iteration 12Q: 3 clusters Score -47312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47338.500000 Penalty: 1823.356323
	Iteration 13Q: 3 clusters Score -47338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47386.273438 Penalty: 1823.356323
	Iteration 14Q: 3 clusters Score -47386.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47418.835938 Penalty: 1823.356323
	Iteration 15Q: 3 clusters Score -47418.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47443.921875 Penalty: 1823.356323
	Iteration 16Q: 3 clusters Score -47443.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47460.539062 Penalty: 1823.356323
	Iteration 17Q: 3 clusters Score -47460.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47473.632812 Penalty: 1823.356323
	Iteration 18Q: 3 clusters Score -47473.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47494.988281 Penalty: 1823.356323
	Iteration 19Q: 3 clusters Score -47494.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47511.929688 Penalty: 1823.356323
	Iteration 20F: 3 clusters Score -47511.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47539.050781 Penalty: 1823.356323
	Iteration 21Q: 3 clusters Score -47539.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47564.816406 Penalty: 1823.356323
	Iteration 22Q: 3 clusters Score -47564.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47590.164062 Penalty: 1823.356323
	Iteration 23Q: 3 clusters Score -47590.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47643.050781 Penalty: 1823.356323
	Iteration 24Q: 3 clusters Score -47643.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47664.734375 Penalty: 1823.356323
	Iteration 25Q: 3 clusters Score -47664.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47677.761719 Penalty: 1823.356323
	Iteration 26Q: 3 clusters Score -47677.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47701.203125 Penalty: 1823.356323
	Iteration 27Q: 3 clusters Score -47701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47718.308594 Penalty: 1823.356323
	Iteration 28Q: 3 clusters Score -47718.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47721.398438 Penalty: 1823.356323
	Iteration 29Q: 3 clusters Score -47721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47722.804688 Penalty: 1823.356323
	Iteration 30Q: 3 clusters Score -47722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47732.351562 Penalty: 1823.356323
	Iteration 31Q: 3 clusters Score -47732.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47732.351562 Penalty: 1823.356323
	Iteration 32F: 3 clusters Score -47732.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75719 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 274 members 
Entering Unmasked Estep 
Score: -111088064.000000 Penalty: 117209.742188
Splitting cluster 1 changes total score from -111089304.000000 to -111088064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -347295.875000 Penalty: 1201.090332
	Iteration 0F: 2 clusters Score -347295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -344713.656250 Penalty: 2402.180664
	Iteration 0F: 3 clusters Score -344713.7 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -345383.906250 Penalty: 2402.180664
	Iteration 1F: 3 clusters Score -345383.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -345535.031250 Penalty: 2402.180664
	Iteration 2F: 3 clusters Score -345535 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -345649.593750 Penalty: 2402.180664
	Iteration 3Q: 3 clusters Score -345649.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -345729.750000 Penalty: 2402.180664
	Iteration 4Q: 3 clusters Score -345729.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -345771.812500 Penalty: 2402.180664
	Iteration 5Q: 3 clusters Score -345771.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -345822.562500 Penalty: 2402.180664
	Iteration 6Q: 3 clusters Score -345822.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -345888.343750 Penalty: 2402.180664
	Iteration 7Q: 3 clusters Score -345888.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -345945.687500 Penalty: 2402.180664
	Iteration 8Q: 3 clusters Score -345945.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -346002.281250 Penalty: 2402.180664
	Iteration 9Q: 3 clusters Score -346002.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -346058.500000 Penalty: 2402.180664
	Iteration 10Q: 3 clusters Score -346058.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -346119.312500 Penalty: 2402.180664
	Iteration 11Q: 3 clusters Score -346119.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -346172.375000 Penalty: 2402.180664
	Iteration 12Q: 3 clusters Score -346172.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -346221.250000 Penalty: 2402.180664
	Iteration 13Q: 3 clusters Score -346221.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346255.250000 Penalty: 2402.180664
	Iteration 14Q: 3 clusters Score -346255.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346284.093750 Penalty: 2402.180664
	Iteration 15Q: 3 clusters Score -346284.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346308.875000 Penalty: 2402.180664
	Iteration 16Q: 3 clusters Score -346308.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -346332.781250 Penalty: 2402.180664
	Iteration 17Q: 3 clusters Score -346332.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -346355.281250 Penalty: 2402.180664
	Iteration 18Q: 3 clusters Score -346355.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -346369.437500 Penalty: 2402.180664
	Iteration 19Q: 3 clusters Score -346369.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -346379.343750 Penalty: 2402.180664
	Iteration 20F: 3 clusters Score -346379.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -346393.375000 Penalty: 2402.180664
	Iteration 21Q: 3 clusters Score -346393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -346404.031250 Penalty: 2402.180664
	Iteration 22Q: 3 clusters Score -346404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -346414.375000 Penalty: 2402.180664
	Iteration 23Q: 3 clusters Score -346414.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346421.343750 Penalty: 2402.180664
	Iteration 24Q: 3 clusters Score -346421.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346426.875000 Penalty: 2402.180664
	Iteration 25Q: 3 clusters Score -346426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -346430.281250 Penalty: 2402.180664
	Iteration 26Q: 3 clusters Score -346430.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -346436.031250 Penalty: 2402.180664
	Iteration 27Q: 3 clusters Score -346436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346441.187500 Penalty: 2402.180664
	Iteration 28Q: 3 clusters Score -346441.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -346445.593750 Penalty: 2402.180664
	Iteration 29Q: 3 clusters Score -346445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -346450.468750 Penalty: 2402.180664
	Iteration 30Q: 3 clusters Score -346450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -346456.531250 Penalty: 2402.180664
	Iteration 31Q: 3 clusters Score -346456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346462.500000 Penalty: 2402.180664
	Iteration 32Q: 3 clusters Score -346462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -346467.031250 Penalty: 2402.180664
	Iteration 33Q: 3 clusters Score -346467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -346467.843750 Penalty: 2402.180664
	Iteration 34Q: 3 clusters Score -346467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346467.875000 Penalty: 2402.180664
	Iteration 35Q: 3 clusters Score -346467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346468.343750 Penalty: 2402.180664
	Iteration 36Q: 3 clusters Score -346468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346469.875000 Penalty: 2402.180664
	Iteration 37Q: 3 clusters Score -346469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -346471.968750 Penalty: 2402.180664
	Iteration 38Q: 3 clusters Score -346472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -346472.937500 Penalty: 2402.180664
	Iteration 39Q: 3 clusters Score -346472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -346475.062500 Penalty: 2402.180664
	Iteration 40F: 3 clusters Score -346475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346477.281250 Penalty: 2402.180664
	Iteration 41Q: 3 clusters Score -346477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346481.187500 Penalty: 2402.180664
	Iteration 42Q: 3 clusters Score -346481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -346486.218750 Penalty: 2402.180664
	Iteration 43Q: 3 clusters Score -346486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -346489.218750 Penalty: 2402.180664
	Iteration 44Q: 3 clusters Score -346489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -346494.656250 Penalty: 2402.180664
	Iteration 45Q: 3 clusters Score -346494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -346498.968750 Penalty: 2402.180664
	Iteration 46Q: 3 clusters Score -346499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -346501.968750 Penalty: 2402.180664
	Iteration 47Q: 3 clusters Score -346502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -346503.812500 Penalty: 2402.180664
	Iteration 48Q: 3 clusters Score -346503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346505.718750 Penalty: 2402.180664
	Iteration 49Q: 3 clusters Score -346505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346505.718750 Penalty: 2402.180664
	Iteration 50F: 3 clusters Score -346505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Entering Unmasked Estep 
Score: -2310319.000000 Penalty: 1476.796875
	Iteration 0F: 2 clusters Score -2310319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2297072.750000 Penalty: 2953.593750
	Iteration 0F: 3 clusters Score -2297073 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2301763.500000 Penalty: 2953.593750
	Iteration 1F: 3 clusters Score -2301764 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2302194.000000 Penalty: 2953.593750
	Iteration 2F: 3 clusters Score -2302194 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2302561.250000 Penalty: 2953.593750
	Iteration 3Q: 3 clusters Score -2302561 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2302959.000000 Penalty: 2953.593750
	Iteration 4Q: 3 clusters Score -2302959 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2303339.000000 Penalty: 2953.593750
	Iteration 5Q: 3 clusters Score -2303339 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2303792.500000 Penalty: 2953.593750
	Iteration 6Q: 3 clusters Score -2303792 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2304330.000000 Penalty: 2953.593750
	Iteration 7Q: 3 clusters Score -2304330 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2304928.000000 Penalty: 2953.593750
	Iteration 8Q: 3 clusters Score -2304928 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2305498.500000 Penalty: 2953.593750
	Iteration 9Q: 3 clusters Score -2305498 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2306043.250000 Penalty: 2953.593750
	Iteration 10Q: 3 clusters Score -2306043 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2306484.500000 Penalty: 2953.593750
	Iteration 11Q: 3 clusters Score -2306484 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2306761.750000 Penalty: 2953.593750
	Iteration 12Q: 3 clusters Score -2306762 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2306916.750000 Penalty: 2953.593750
	Iteration 13Q: 3 clusters Score -2306917 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2306985.000000 Penalty: 2953.593750
	Iteration 14Q: 3 clusters Score -2306985 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2307032.250000 Penalty: 2953.593750
	Iteration 15Q: 3 clusters Score -2307032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2307060.000000 Penalty: 2953.593750
	Iteration 16Q: 3 clusters Score -2307060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2307076.250000 Penalty: 2953.593750
	Iteration 17Q: 3 clusters Score -2307076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2307104.250000 Penalty: 2953.593750
	Iteration 18Q: 3 clusters Score -2307104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2307125.000000 Penalty: 2953.593750
	Iteration 19Q: 3 clusters Score -2307125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2307127.250000 Penalty: 2953.593750
	Iteration 20F: 3 clusters Score -2307127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2307143.500000 Penalty: 2953.593750
	Iteration 21Q: 3 clusters Score -2307144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2307152.000000 Penalty: 2953.593750
	Iteration 22Q: 3 clusters Score -2307152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2307167.750000 Penalty: 2953.593750
	Iteration 23Q: 3 clusters Score -2307168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2307189.750000 Penalty: 2953.593750
	Iteration 24Q: 3 clusters Score -2307190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2307192.250000 Penalty: 2953.593750
	Iteration 25Q: 3 clusters Score -2307192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2307207.250000 Penalty: 2953.593750
	Iteration 26Q: 3 clusters Score -2307207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2307225.250000 Penalty: 2953.593750
	Iteration 27Q: 3 clusters Score -2307225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2307238.750000 Penalty: 2953.593750
	Iteration 28Q: 3 clusters Score -2307239 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2307254.250000 Penalty: 2953.593750
	Iteration 29Q: 3 clusters Score -2307254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2307261.500000 Penalty: 2953.593750
	Iteration 30Q: 3 clusters Score -2307262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2307278.500000 Penalty: 2953.593750
	Iteration 31Q: 3 clusters Score -2307278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2307279.500000 Penalty: 2953.593750
	Iteration 32Q: 3 clusters Score -2307280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2307286.750000 Penalty: 2953.593750
	Iteration 33Q: 3 clusters Score -2307287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2307303.750000 Penalty: 2953.593750
	Iteration 34Q: 3 clusters Score -2307304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2307314.000000 Penalty: 2953.593750
	Iteration 35Q: 3 clusters Score -2307314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2307326.250000 Penalty: 2953.593750
	Iteration 36Q: 3 clusters Score -2307326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2307327.000000 Penalty: 2953.593750
	Iteration 37Q: 3 clusters Score -2307327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2307343.750000 Penalty: 2953.593750
	Iteration 38Q: 3 clusters Score -2307344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2307357.500000 Penalty: 2953.593750
	Iteration 39Q: 3 clusters Score -2307358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2307378.500000 Penalty: 2953.593750
	Iteration 40F: 3 clusters Score -2307378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2307383.250000 Penalty: 2953.593750
	Iteration 41Q: 3 clusters Score -2307383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2307392.250000 Penalty: 2953.593750
	Iteration 42Q: 3 clusters Score -2307392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2307398.250000 Penalty: 2953.593750
	Iteration 43Q: 3 clusters Score -2307398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2307403.250000 Penalty: 2953.593750
	Iteration 44Q: 3 clusters Score -2307403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2307404.250000 Penalty: 2953.593750
	Iteration 45Q: 3 clusters Score -2307404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2307413.250000 Penalty: 2953.593750
	Iteration 46Q: 3 clusters Score -2307413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2307419.750000 Penalty: 2953.593750
	Iteration 47Q: 3 clusters Score -2307420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2307428.000000 Penalty: 2953.593750
	Iteration 48Q: 3 clusters Score -2307428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2307427.250000 Penalty: 2953.593750
	Iteration 49Q: 3 clusters Score -2307427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2307432.250000 Penalty: 2953.593750
	Iteration 50Q: 3 clusters Score -2307432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2307433.000000 Penalty: 2953.593750
	Iteration 51Q: 3 clusters Score -2307433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2307441.000000 Penalty: 2953.593750
	Iteration 52Q: 3 clusters Score -2307441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2307445.250000 Penalty: 2953.593750
	Iteration 53Q: 3 clusters Score -2307445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2307447.250000 Penalty: 2953.593750
	Iteration 54Q: 3 clusters Score -2307447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2307449.000000 Penalty: 2953.593750
	Iteration 55Q: 3 clusters Score -2307449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2307445.000000 Penalty: 2953.593750
	Iteration 56Q: 3 clusters Score -2307445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2307453.250000 Penalty: 2953.593750
	Iteration 57Q: 3 clusters Score -2307453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2307457.000000 Penalty: 2953.593750
	Iteration 58Q: 3 clusters Score -2307457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2307454.500000 Penalty: 2953.593750
	Iteration 59Q: 3 clusters Score -2307454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2307453.250000 Penalty: 2953.593750
	Iteration 60F: 3 clusters Score -2307453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2307447.750000 Penalty: 2953.593750
	Iteration 61Q: 3 clusters Score -2307448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2307448.750000 Penalty: 2953.593750
	Iteration 62Q: 3 clusters Score -2307449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2307451.500000 Penalty: 2953.593750
	Iteration 63Q: 3 clusters Score -2307452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2307455.000000 Penalty: 2953.593750
	Iteration 64Q: 3 clusters Score -2307455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2307457.250000 Penalty: 2953.593750
	Iteration 65Q: 3 clusters Score -2307457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 2953.593750
	Iteration 66Q: 3 clusters Score -2307459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2307458.250000 Penalty: 2953.593750
	Iteration 67Q: 3 clusters Score -2307458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2307455.500000 Penalty: 2953.593750
	Iteration 68Q: 3 clusters Score -2307456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2307458.250000 Penalty: 2953.593750
	Iteration 69Q: 3 clusters Score -2307458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2307460.000000 Penalty: 2953.593750
	Iteration 70Q: 3 clusters Score -2307460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 2953.593750
	Iteration 71Q: 3 clusters Score -2307459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2307457.250000 Penalty: 2953.593750
	Iteration 72Q: 3 clusters Score -2307457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2307454.750000 Penalty: 2953.593750
	Iteration 73Q: 3 clusters Score -2307455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2307457.250000 Penalty: 2953.593750
	Iteration 74Q: 3 clusters Score -2307457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2307458.750000 Penalty: 2953.593750
	Iteration 75Q: 3 clusters Score -2307459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2307458.250000 Penalty: 2953.593750
	Iteration 76Q: 3 clusters Score -2307458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 2953.593750
	Iteration 77Q: 3 clusters Score -2307459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2307460.750000 Penalty: 2953.593750
	Iteration 78Q: 3 clusters Score -2307461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2307456.250000 Penalty: 2953.593750
	Iteration 79Q: 3 clusters Score -2307456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2307457.000000 Penalty: 2953.593750
	Iteration 80F: 3 clusters Score -2307457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2307458.750000 Penalty: 2953.593750
	Iteration 81Q: 3 clusters Score -2307459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2307458.500000 Penalty: 2953.593750
	Iteration 82Q: 3 clusters Score -2307458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2307459.250000 Penalty: 2953.593750
	Iteration 83Q: 3 clusters Score -2307459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 2953.593750
	Iteration 84Q: 3 clusters Score -2307459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 2953.593750
	Iteration 85F: 3 clusters Score -2307459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Entering Unmasked Estep 
Score: -626212.500000 Penalty: 1289.391846
	Iteration 0F: 2 clusters Score -626212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -622046.125000 Penalty: 2578.783691
	Iteration 0F: 3 clusters Score -622046.1 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -623377.250000 Penalty: 2578.783691
	Iteration 1F: 3 clusters Score -623377.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -623669.187500 Penalty: 2578.783691
	Iteration 2F: 3 clusters Score -623669.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -623854.750000 Penalty: 2578.783691
	Iteration 3F: 3 clusters Score -623854.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -623992.937500 Penalty: 2578.783691
	Iteration 4Q: 3 clusters Score -623992.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -624100.562500 Penalty: 2578.783691
	Iteration 5Q: 3 clusters Score -624100.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -624191.812500 Penalty: 2578.783691
	Iteration 6Q: 3 clusters Score -624191.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -624276.187500 Penalty: 2578.783691
	Iteration 7Q: 3 clusters Score -624276.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -624349.062500 Penalty: 2578.783691
	Iteration 8Q: 3 clusters Score -624349.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -624416.187500 Penalty: 2578.783691
	Iteration 9Q: 3 clusters Score -624416.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -624484.125000 Penalty: 2578.783691
	Iteration 10Q: 3 clusters Score -624484.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -624545.062500 Penalty: 2578.783691
	Iteration 11Q: 3 clusters Score -624545.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -624612.812500 Penalty: 2578.783691
	Iteration 12Q: 3 clusters Score -624612.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -624667.250000 Penalty: 2578.783691
	Iteration 13Q: 3 clusters Score -624667.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -624714.062500 Penalty: 2578.783691
	Iteration 14Q: 3 clusters Score -624714.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -624759.875000 Penalty: 2578.783691
	Iteration 15Q: 3 clusters Score -624759.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -624800.125000 Penalty: 2578.783691
	Iteration 16Q: 3 clusters Score -624800.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -624834.187500 Penalty: 2578.783691
	Iteration 17Q: 3 clusters Score -624834.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -624861.312500 Penalty: 2578.783691
	Iteration 18Q: 3 clusters Score -624861.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -624879.000000 Penalty: 2578.783691
	Iteration 19Q: 3 clusters Score -624879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -624906.125000 Penalty: 2578.783691
	Iteration 20F: 3 clusters Score -624906.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -624934.062500 Penalty: 2578.783691
	Iteration 21Q: 3 clusters Score -624934.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -624957.375000 Penalty: 2578.783691
	Iteration 22Q: 3 clusters Score -624957.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -624979.875000 Penalty: 2578.783691
	Iteration 23Q: 3 clusters Score -624979.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -624995.500000 Penalty: 2578.783691
	Iteration 24Q: 3 clusters Score -624995.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -625013.562500 Penalty: 2578.783691
	Iteration 25Q: 3 clusters Score -625013.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -625030.312500 Penalty: 2578.783691
	Iteration 26Q: 3 clusters Score -625030.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -625044.937500 Penalty: 2578.783691
	Iteration 27Q: 3 clusters Score -625044.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -625055.562500 Penalty: 2578.783691
	Iteration 28Q: 3 clusters Score -625055.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -625063.000000 Penalty: 2578.783691
	Iteration 29Q: 3 clusters Score -625063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -625072.875000 Penalty: 2578.783691
	Iteration 30Q: 3 clusters Score -625072.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -625080.437500 Penalty: 2578.783691
	Iteration 31Q: 3 clusters Score -625080.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -625089.187500 Penalty: 2578.783691
	Iteration 32Q: 3 clusters Score -625089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -625094.312500 Penalty: 2578.783691
	Iteration 33Q: 3 clusters Score -625094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -625097.375000 Penalty: 2578.783691
	Iteration 34Q: 3 clusters Score -625097.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -625105.500000 Penalty: 2578.783691
	Iteration 35Q: 3 clusters Score -625105.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -625108.937500 Penalty: 2578.783691
	Iteration 36Q: 3 clusters Score -625108.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -625113.625000 Penalty: 2578.783691
	Iteration 37Q: 3 clusters Score -625113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -625117.437500 Penalty: 2578.783691
	Iteration 38Q: 3 clusters Score -625117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -625119.312500 Penalty: 2578.783691
	Iteration 39Q: 3 clusters Score -625119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -625123.187500 Penalty: 2578.783691
	Iteration 40F: 3 clusters Score -625123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -625128.500000 Penalty: 2578.783691
	Iteration 41Q: 3 clusters Score -625128.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -625131.750000 Penalty: 2578.783691
	Iteration 42Q: 3 clusters Score -625131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -625135.687500 Penalty: 2578.783691
	Iteration 43Q: 3 clusters Score -625135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -625135.937500 Penalty: 2578.783691
	Iteration 44Q: 3 clusters Score -625135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -625137.625000 Penalty: 2578.783691
	Iteration 45Q: 3 clusters Score -625137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -625138.750000 Penalty: 2578.783691
	Iteration 46Q: 3 clusters Score -625138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -625138.250000 Penalty: 2578.783691
	Iteration 47Q: 3 clusters Score -625138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -625140.437500 Penalty: 2578.783691
	Iteration 48Q: 3 clusters Score -625140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -625139.937500 Penalty: 2578.783691
	Iteration 49Q: 3 clusters Score -625139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -625140.375000 Penalty: 2578.783691
	Iteration 50Q: 3 clusters Score -625140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -625139.750000 Penalty: 2578.783691
	Iteration 51Q: 3 clusters Score -625139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -625139.687500 Penalty: 2578.783691
	Iteration 52Q: 3 clusters Score -625139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -625140.687500 Penalty: 2578.783691
	Iteration 53Q: 3 clusters Score -625140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -625142.562500 Penalty: 2578.783691
	Iteration 54Q: 3 clusters Score -625142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -625142.250000 Penalty: 2578.783691
	Iteration 55Q: 3 clusters Score -625142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -625143.500000 Penalty: 2578.783691
	Iteration 56Q: 3 clusters Score -625143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -625143.500000 Penalty: 2578.783691
	Iteration 57F: 3 clusters Score -625143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Entering Unmasked Estep 
Score: -1892395.875000 Penalty: 1455.005737
	Iteration 0F: 2 clusters Score -1892396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1880826.250000 Penalty: 2910.011475
	Iteration 0F: 3 clusters Score -1880826 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1884989.000000 Penalty: 2910.011475
	Iteration 1F: 3 clusters Score -1884989 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1885543.250000 Penalty: 2910.011475
	Iteration 2F: 3 clusters Score -1885543 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1886089.625000 Penalty: 2910.011475
	Iteration 3F: 3 clusters Score -1886090 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1886657.875000 Penalty: 2910.011475
	Iteration 4F: 3 clusters Score -1886658 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1887149.000000 Penalty: 2910.011475
	Iteration 5F: 3 clusters Score -1887149 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1887557.250000 Penalty: 2910.011475
	Iteration 6Q: 3 clusters Score -1887557 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1887940.875000 Penalty: 2910.011475
	Iteration 7Q: 3 clusters Score -1887941 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1888248.250000 Penalty: 2910.011475
	Iteration 8Q: 3 clusters Score -1888248 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1888496.875000 Penalty: 2910.011475
	Iteration 9Q: 3 clusters Score -1888497 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1888700.125000 Penalty: 2910.011475
	Iteration 10Q: 3 clusters Score -1888700 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1888887.500000 Penalty: 2910.011475
	Iteration 11Q: 3 clusters Score -1888888 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1889060.250000 Penalty: 2910.011475
	Iteration 12Q: 3 clusters Score -1889060 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1889249.000000 Penalty: 2910.011475
	Iteration 13Q: 3 clusters Score -1889249 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1889430.375000 Penalty: 2910.011475
	Iteration 14Q: 3 clusters Score -1889430 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1889612.500000 Penalty: 2910.011475
	Iteration 15Q: 3 clusters Score -1889612 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1889800.000000 Penalty: 2910.011475
	Iteration 16Q: 3 clusters Score -1889800 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1889999.125000 Penalty: 2910.011475
	Iteration 17Q: 3 clusters Score -1889999 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1890238.875000 Penalty: 2910.011475
	Iteration 18Q: 3 clusters Score -1890239 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1890505.000000 Penalty: 2910.011475
	Iteration 19Q: 3 clusters Score -1890505 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1890785.500000 Penalty: 2910.011475
	Iteration 20F: 3 clusters Score -1890786 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1891021.750000 Penalty: 2910.011475
	Iteration 21Q: 3 clusters Score -1891022 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1891219.375000 Penalty: 2910.011475
	Iteration 22Q: 3 clusters Score -1891219 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1891401.875000 Penalty: 2910.011475
	Iteration 23Q: 3 clusters Score -1891402 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1891536.375000 Penalty: 2910.011475
	Iteration 24Q: 3 clusters Score -1891536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1891662.500000 Penalty: 2910.011475
	Iteration 25Q: 3 clusters Score -1891662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1891753.625000 Penalty: 2910.011475
	Iteration 26Q: 3 clusters Score -1891754 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1891829.500000 Penalty: 2910.011475
	Iteration 27Q: 3 clusters Score -1891830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1891887.375000 Penalty: 2910.011475
	Iteration 28Q: 3 clusters Score -1891887 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1891939.625000 Penalty: 2910.011475
	Iteration 29Q: 3 clusters Score -1891940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1891979.375000 Penalty: 2910.011475
	Iteration 30Q: 3 clusters Score -1891979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1892022.500000 Penalty: 2910.011475
	Iteration 31Q: 3 clusters Score -1892022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1892052.375000 Penalty: 2910.011475
	Iteration 32Q: 3 clusters Score -1892052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1892074.250000 Penalty: 2910.011475
	Iteration 33Q: 3 clusters Score -1892074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1892087.875000 Penalty: 2910.011475
	Iteration 34Q: 3 clusters Score -1892088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1892098.625000 Penalty: 2910.011475
	Iteration 35Q: 3 clusters Score -1892099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1892112.625000 Penalty: 2910.011475
	Iteration 36Q: 3 clusters Score -1892113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1892119.000000 Penalty: 2910.011475
	Iteration 37Q: 3 clusters Score -1892119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1892119.625000 Penalty: 2910.011475
	Iteration 38Q: 3 clusters Score -1892120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1892126.625000 Penalty: 2910.011475
	Iteration 39Q: 3 clusters Score -1892127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1892127.375000 Penalty: 2910.011475
	Iteration 40F: 3 clusters Score -1892127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1892130.750000 Penalty: 2910.011475
	Iteration 41Q: 3 clusters Score -1892131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1892131.250000 Penalty: 2910.011475
	Iteration 42Q: 3 clusters Score -1892131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1892131.250000 Penalty: 2910.011475
	Iteration 43F: 3 clusters Score -1892131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Entering Unmasked Estep 
Score: -7919071.000000 Penalty: 1658.760620
	Iteration 0F: 2 clusters Score -7919071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7873876.500000 Penalty: 3317.521240
	Iteration 0F: 3 clusters Score -7873876 nChanged 32410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7892294.500000 Penalty: 3317.521240
	Iteration 1F: 3 clusters Score -7892294 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -7893032.500000 Penalty: 3317.521240
	Iteration 2Q: 3 clusters Score -7893032 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7893776.000000 Penalty: 3317.521240
	Iteration 3Q: 3 clusters Score -7893776 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7894669.500000 Penalty: 3317.521240
	Iteration 4Q: 3 clusters Score -7894670 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7895711.500000 Penalty: 3317.521240
	Iteration 5Q: 3 clusters Score -7895712 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -7897206.500000 Penalty: 3317.521240
	Iteration 6Q: 3 clusters Score -7897206 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -7899158.500000 Penalty: 3317.521240
	Iteration 7Q: 3 clusters Score -7899158 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -7901773.000000 Penalty: 3317.521240
	Iteration 8F: 3 clusters Score -7901773 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -7904737.000000 Penalty: 3317.521240
	Iteration 9F: 3 clusters Score -7904737 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7907686.500000 Penalty: 3317.521240
	Iteration 10F: 3 clusters Score -7907686 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -7910205.000000 Penalty: 3317.521240
	Iteration 11Q: 3 clusters Score -7910205 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -7912096.000000 Penalty: 3317.521240
	Iteration 12Q: 3 clusters Score -7912096 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7913587.500000 Penalty: 3317.521240
	Iteration 13Q: 3 clusters Score -7913588 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -7914589.000000 Penalty: 3317.521240
	Iteration 14Q: 3 clusters Score -7914589 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -7915283.500000 Penalty: 3317.521240
	Iteration 15Q: 3 clusters Score -7915284 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -7915838.000000 Penalty: 3317.521240
	Iteration 16Q: 3 clusters Score -7915838 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -7916259.000000 Penalty: 3317.521240
	Iteration 17Q: 3 clusters Score -7916259 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7916570.000000 Penalty: 3317.521240
	Iteration 18Q: 3 clusters Score -7916570 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -7916778.000000 Penalty: 3317.521240
	Iteration 19Q: 3 clusters Score -7916778 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -7916958.000000 Penalty: 3317.521240
	Iteration 20F: 3 clusters Score -7916958 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -7917136.000000 Penalty: 3317.521240
	Iteration 21Q: 3 clusters Score -7917136 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -7917274.500000 Penalty: 3317.521240
	Iteration 22Q: 3 clusters Score -7917274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -7917389.500000 Penalty: 3317.521240
	Iteration 23Q: 3 clusters Score -7917390 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -7917479.000000 Penalty: 3317.521240
	Iteration 24Q: 3 clusters Score -7917479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -7917517.500000 Penalty: 3317.521240
	Iteration 25Q: 3 clusters Score -7917518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -7917567.000000 Penalty: 3317.521240
	Iteration 26Q: 3 clusters Score -7917567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -7917593.500000 Penalty: 3317.521240
	Iteration 27Q: 3 clusters Score -7917594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -7917638.000000 Penalty: 3317.521240
	Iteration 28Q: 3 clusters Score -7917638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -7917668.500000 Penalty: 3317.521240
	Iteration 29Q: 3 clusters Score -7917668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -7917693.000000 Penalty: 3317.521240
	Iteration 30Q: 3 clusters Score -7917693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -7917713.000000 Penalty: 3317.521240
	Iteration 31Q: 3 clusters Score -7917713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -7917724.000000 Penalty: 3317.521240
	Iteration 32Q: 3 clusters Score -7917724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -7917744.000000 Penalty: 3317.521240
	Iteration 33Q: 3 clusters Score -7917744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -7917748.000000 Penalty: 3317.521240
	Iteration 34Q: 3 clusters Score -7917748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -7917757.500000 Penalty: 3317.521240
	Iteration 35Q: 3 clusters Score -7917758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -7917768.000000 Penalty: 3317.521240
	Iteration 36Q: 3 clusters Score -7917768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -7917771.000000 Penalty: 3317.521240
	Iteration 37Q: 3 clusters Score -7917771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -7917783.000000 Penalty: 3317.521240
	Iteration 38Q: 3 clusters Score -7917783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -7917785.500000 Penalty: 3317.521240
	Iteration 39Q: 3 clusters Score -7917786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -7917787.000000 Penalty: 3317.521240
	Iteration 40F: 3 clusters Score -7917787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -7917786.000000 Penalty: 3317.521240
	Iteration 41Q: 3 clusters Score -7917786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -7917801.500000 Penalty: 3317.521240
	Iteration 42Q: 3 clusters Score -7917802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -7917812.500000 Penalty: 3317.521240
	Iteration 43Q: 3 clusters Score -7917812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -7917825.500000 Penalty: 3317.521240
	Iteration 44Q: 3 clusters Score -7917826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -7917830.500000 Penalty: 3317.521240
	Iteration 45Q: 3 clusters Score -7917830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -7917834.500000 Penalty: 3317.521240
	Iteration 46Q: 3 clusters Score -7917834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -7917842.500000 Penalty: 3317.521240
	Iteration 47Q: 3 clusters Score -7917842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -7917840.500000 Penalty: 3317.521240
	Iteration 48Q: 3 clusters Score -7917840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -7917846.000000 Penalty: 3317.521240
	Iteration 49Q: 3 clusters Score -7917846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -7917844.000000 Penalty: 3317.521240
	Iteration 50Q: 3 clusters Score -7917844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -7917844.500000 Penalty: 3317.521240
	Iteration 51Q: 3 clusters Score -7917844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -7917844.500000 Penalty: 3317.521240
	Iteration 52Q: 3 clusters Score -7917844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -7917848.000000 Penalty: 3317.521240
	Iteration 53Q: 3 clusters Score -7917848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -7917856.000000 Penalty: 3317.521240
	Iteration 54Q: 3 clusters Score -7917856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -7917854.500000 Penalty: 3317.521240
	Iteration 55Q: 3 clusters Score -7917854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -7917854.500000 Penalty: 3317.521240
	Iteration 56F: 3 clusters Score -7917854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Entering Unmasked Estep 
Score: -2597304.000000 Penalty: 1497.179077
	Iteration 0F: 2 clusters Score -2597304 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 11709 members 
Entering Unmasked Estep 
Score: -2581953.500000 Penalty: 2994.358154
	Iteration 0F: 3 clusters Score -2581954 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2587540.000000 Penalty: 2994.358154
	Iteration 1F: 3 clusters Score -2587540 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2587971.500000 Penalty: 2994.358154
	Iteration 2F: 3 clusters Score -2587972 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2588407.500000 Penalty: 2994.358154
	Iteration 3Q: 3 clusters Score -2588408 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2588968.750000 Penalty: 2994.358154
	Iteration 4Q: 3 clusters Score -2588969 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2589721.250000 Penalty: 2994.358154
	Iteration 5Q: 3 clusters Score -2589721 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2590482.750000 Penalty: 2994.358154
	Iteration 6F: 3 clusters Score -2590483 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2591239.500000 Penalty: 2994.358154
	Iteration 7F: 3 clusters Score -2591240 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2591923.000000 Penalty: 2994.358154
	Iteration 8F: 3 clusters Score -2591923 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2592594.250000 Penalty: 2994.358154
	Iteration 9F: 3 clusters Score -2592594 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2593266.000000 Penalty: 2994.358154
	Iteration 10Q: 3 clusters Score -2593266 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2593896.250000 Penalty: 2994.358154
	Iteration 11Q: 3 clusters Score -2593896 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2594492.500000 Penalty: 2994.358154
	Iteration 12Q: 3 clusters Score -2594492 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2595008.250000 Penalty: 2994.358154
	Iteration 13Q: 3 clusters Score -2595008 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2595498.500000 Penalty: 2994.358154
	Iteration 14Q: 3 clusters Score -2595498 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2595874.000000 Penalty: 2994.358154
	Iteration 15Q: 3 clusters Score -2595874 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2596147.750000 Penalty: 2994.358154
	Iteration 16Q: 3 clusters Score -2596148 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2596353.000000 Penalty: 2994.358154
	Iteration 17Q: 3 clusters Score -2596353 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2596524.500000 Penalty: 2994.358154
	Iteration 18Q: 3 clusters Score -2596524 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2596642.500000 Penalty: 2994.358154
	Iteration 19Q: 3 clusters Score -2596642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2596762.250000 Penalty: 2994.358154
	Iteration 20F: 3 clusters Score -2596762 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2596861.250000 Penalty: 2994.358154
	Iteration 21Q: 3 clusters Score -2596861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2596956.750000 Penalty: 2994.358154
	Iteration 22Q: 3 clusters Score -2596957 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2597034.500000 Penalty: 2994.358154
	Iteration 23Q: 3 clusters Score -2597034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2597122.500000 Penalty: 2994.358154
	Iteration 24Q: 3 clusters Score -2597122 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2597230.500000 Penalty: 2994.358154
	Iteration 25Q: 3 clusters Score -2597230 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2597318.250000 Penalty: 2994.358154
	Iteration 26Q: 3 clusters Score -2597318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2597378.750000 Penalty: 2994.358154
	Iteration 27Q: 3 clusters Score -2597379 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2597420.500000 Penalty: 2994.358154
	Iteration 28Q: 3 clusters Score -2597420 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2597450.000000 Penalty: 2994.358154
	Iteration 29Q: 3 clusters Score -2597450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2597463.750000 Penalty: 2994.358154
	Iteration 30Q: 3 clusters Score -2597464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2597485.250000 Penalty: 2994.358154
	Iteration 31Q: 3 clusters Score -2597485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2597499.250000 Penalty: 2994.358154
	Iteration 32Q: 3 clusters Score -2597499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2597507.000000 Penalty: 2994.358154
	Iteration 33Q: 3 clusters Score -2597507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2597507.000000 Penalty: 2994.358154
	Iteration 34Q: 3 clusters Score -2597507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2597508.500000 Penalty: 2994.358154
	Iteration 35Q: 3 clusters Score -2597508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2597514.500000 Penalty: 2994.358154
	Iteration 36Q: 3 clusters Score -2597514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2597516.000000 Penalty: 2994.358154
	Iteration 37Q: 3 clusters Score -2597516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2597508.000000 Penalty: 2994.358154
	Iteration 38Q: 3 clusters Score -2597508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2597522.250000 Penalty: 2994.358154
	Iteration 39Q: 3 clusters Score -2597522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2597521.000000 Penalty: 2994.358154
	Iteration 40F: 3 clusters Score -2597521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2597527.000000 Penalty: 2994.358154
	Iteration 41Q: 3 clusters Score -2597527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2597537.000000 Penalty: 2994.358154
	Iteration 42Q: 3 clusters Score -2597537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2597531.000000 Penalty: 2994.358154
	Iteration 43Q: 3 clusters Score -2597531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2597534.500000 Penalty: 2994.358154
	Iteration 44Q: 3 clusters Score -2597534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2597535.250000 Penalty: 2994.358154
	Iteration 45Q: 3 clusters Score -2597535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2597539.750000 Penalty: 2994.358154
	Iteration 46Q: 3 clusters Score -2597540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2597545.750000 Penalty: 2994.358154
	Iteration 47Q: 3 clusters Score -2597546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2597549.750000 Penalty: 2994.358154
	Iteration 48Q: 3 clusters Score -2597550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2597559.000000 Penalty: 2994.358154
	Iteration 49Q: 3 clusters Score -2597559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2597561.750000 Penalty: 2994.358154
	Iteration 50Q: 3 clusters Score -2597562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2597559.750000 Penalty: 2994.358154
	Iteration 51Q: 3 clusters Score -2597560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2597569.250000 Penalty: 2994.358154
	Iteration 52Q: 3 clusters Score -2597569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2597581.000000 Penalty: 2994.358154
	Iteration 53Q: 3 clusters Score -2597581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2597581.000000 Penalty: 2994.358154
	Iteration 54Q: 3 clusters Score -2597581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2597585.000000 Penalty: 2994.358154
	Iteration 55Q: 3 clusters Score -2597585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2597581.250000 Penalty: 2994.358154
	Iteration 56Q: 3 clusters Score -2597581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2597578.000000 Penalty: 2994.358154
	Iteration 57Q: 3 clusters Score -2597578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2597583.500000 Penalty: 2994.358154
	Iteration 58Q: 3 clusters Score -2597584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2597584.750000 Penalty: 2994.358154
	Iteration 59Q: 3 clusters Score -2597585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2597582.750000 Penalty: 2994.358154
	Iteration 60F: 3 clusters Score -2597583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2597575.750000 Penalty: 2994.358154
	Iteration 61Q: 3 clusters Score -2597576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2597582.000000 Penalty: 2994.358154
	Iteration 62Q: 3 clusters Score -2597582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2597584.750000 Penalty: 2994.358154
	Iteration 63Q: 3 clusters Score -2597585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2597583.750000 Penalty: 2994.358154
	Iteration 64Q: 3 clusters Score -2597584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2597588.500000 Penalty: 2994.358154
	Iteration 65Q: 3 clusters Score -2597588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2597587.750000 Penalty: 2994.358154
	Iteration 66Q: 3 clusters Score -2597588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2597590.750000 Penalty: 2994.358154
	Iteration 67Q: 3 clusters Score -2597591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2597592.000000 Penalty: 2994.358154
	Iteration 68Q: 3 clusters Score -2597592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2597592.250000 Penalty: 2994.358154
	Iteration 69Q: 3 clusters Score -2597592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2597591.250000 Penalty: 2994.358154
	Iteration 70Q: 3 clusters Score -2597591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2597594.250000 Penalty: 2994.358154
	Iteration 71Q: 3 clusters Score -2597594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2597594.250000 Penalty: 2994.358154
	Iteration 72F: 3 clusters Score -2597594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75719 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 19978 members 
Entering Unmasked Estep 
Score: -111088656.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111089304.000000 to -111088656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -827449.250000 Penalty: 1329.466553
	Iteration 0F: 2 clusters Score -827449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -822187.625000 Penalty: 2658.933105
	Iteration 0F: 3 clusters Score -822187.6 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -823844.062500 Penalty: 2658.933105
	Iteration 1F: 3 clusters Score -823844.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -824117.937500 Penalty: 2658.933105
	Iteration 2F: 3 clusters Score -824117.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -824302.750000 Penalty: 2658.933105
	Iteration 3F: 3 clusters Score -824302.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -824434.125000 Penalty: 2658.933105
	Iteration 4Q: 3 clusters Score -824434.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -824538.812500 Penalty: 2658.933105
	Iteration 5Q: 3 clusters Score -824538.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -824655.687500 Penalty: 2658.933105
	Iteration 6Q: 3 clusters Score -824655.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -824767.000000 Penalty: 2658.933105
	Iteration 7Q: 3 clusters Score -824767 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -824868.187500 Penalty: 2658.933105
	Iteration 8Q: 3 clusters Score -824868.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -824961.375000 Penalty: 2658.933105
	Iteration 9Q: 3 clusters Score -824961.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -825043.562500 Penalty: 2658.933105
	Iteration 10Q: 3 clusters Score -825043.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -825133.312500 Penalty: 2658.933105
	Iteration 11Q: 3 clusters Score -825133.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -825232.375000 Penalty: 2658.933105
	Iteration 12Q: 3 clusters Score -825232.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -825320.875000 Penalty: 2658.933105
	Iteration 13Q: 3 clusters Score -825320.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -825414.937500 Penalty: 2658.933105
	Iteration 14Q: 3 clusters Score -825414.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -825510.000000 Penalty: 2658.933105
	Iteration 15Q: 3 clusters Score -825510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -825583.812500 Penalty: 2658.933105
	Iteration 16Q: 3 clusters Score -825583.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -825635.812500 Penalty: 2658.933105
	Iteration 17Q: 3 clusters Score -825635.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -825683.437500 Penalty: 2658.933105
	Iteration 18Q: 3 clusters Score -825683.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -825725.437500 Penalty: 2658.933105
	Iteration 19Q: 3 clusters Score -825725.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -825761.125000 Penalty: 2658.933105
	Iteration 20F: 3 clusters Score -825761.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -825797.375000 Penalty: 2658.933105
	Iteration 21Q: 3 clusters Score -825797.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -825827.437500 Penalty: 2658.933105
	Iteration 22Q: 3 clusters Score -825827.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -825857.500000 Penalty: 2658.933105
	Iteration 23Q: 3 clusters Score -825857.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -825880.875000 Penalty: 2658.933105
	Iteration 24Q: 3 clusters Score -825880.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -825902.187500 Penalty: 2658.933105
	Iteration 25Q: 3 clusters Score -825902.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -825925.562500 Penalty: 2658.933105
	Iteration 26Q: 3 clusters Score -825925.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -825942.062500 Penalty: 2658.933105
	Iteration 27Q: 3 clusters Score -825942.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -825961.312500 Penalty: 2658.933105
	Iteration 28Q: 3 clusters Score -825961.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -825976.750000 Penalty: 2658.933105
	Iteration 29Q: 3 clusters Score -825976.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -825982.250000 Penalty: 2658.933105
	Iteration 30Q: 3 clusters Score -825982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -825987.687500 Penalty: 2658.933105
	Iteration 31Q: 3 clusters Score -825987.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -825989.125000 Penalty: 2658.933105
	Iteration 32Q: 3 clusters Score -825989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -825993.750000 Penalty: 2658.933105
	Iteration 33Q: 3 clusters Score -825993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -825994.000000 Penalty: 2658.933105
	Iteration 34Q: 3 clusters Score -825994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -825995.125000 Penalty: 2658.933105
	Iteration 35Q: 3 clusters Score -825995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -825996.500000 Penalty: 2658.933105
	Iteration 36Q: 3 clusters Score -825996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -825997.937500 Penalty: 2658.933105
	Iteration 37Q: 3 clusters Score -825997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -826000.312500 Penalty: 2658.933105
	Iteration 38Q: 3 clusters Score -826000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -826000.750000 Penalty: 2658.933105
	Iteration 39Q: 3 clusters Score -826000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -826004.187500 Penalty: 2658.933105
	Iteration 40F: 3 clusters Score -826004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -826007.562500 Penalty: 2658.933105
	Iteration 41Q: 3 clusters Score -826007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -826012.937500 Penalty: 2658.933105
	Iteration 42Q: 3 clusters Score -826012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -826013.937500 Penalty: 2658.933105
	Iteration 43Q: 3 clusters Score -826013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -826017.250000 Penalty: 2658.933105
	Iteration 44Q: 3 clusters Score -826017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -826021.125000 Penalty: 2658.933105
	Iteration 45Q: 3 clusters Score -826021.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -826023.312500 Penalty: 2658.933105
	Iteration 46Q: 3 clusters Score -826023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -826025.750000 Penalty: 2658.933105
	Iteration 47Q: 3 clusters Score -826025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -826028.312500 Penalty: 2658.933105
	Iteration 48Q: 3 clusters Score -826028.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -826033.187500 Penalty: 2658.933105
	Iteration 49Q: 3 clusters Score -826033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -826037.562500 Penalty: 2658.933105
	Iteration 50Q: 3 clusters Score -826037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -826036.062500 Penalty: 2658.933105
	Iteration 51Q: 3 clusters Score -826036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -826041.062500 Penalty: 2658.933105
	Iteration 52Q: 3 clusters Score -826041.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -826042.625000 Penalty: 2658.933105
	Iteration 53Q: 3 clusters Score -826042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -826051.250000 Penalty: 2658.933105
	Iteration 54Q: 3 clusters Score -826051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -826055.312500 Penalty: 2658.933105
	Iteration 55Q: 3 clusters Score -826055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -826058.562500 Penalty: 2658.933105
	Iteration 56Q: 3 clusters Score -826058.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -826064.500000 Penalty: 2658.933105
	Iteration 57Q: 3 clusters Score -826064.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -826069.187500 Penalty: 2658.933105
	Iteration 58Q: 3 clusters Score -826069.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -826073.375000 Penalty: 2658.933105
	Iteration 59Q: 3 clusters Score -826073.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -826078.562500 Penalty: 2658.933105
	Iteration 60F: 3 clusters Score -826078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -826079.312500 Penalty: 2658.933105
	Iteration 61Q: 3 clusters Score -826079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -826080.437500 Penalty: 2658.933105
	Iteration 62Q: 3 clusters Score -826080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -826080.812500 Penalty: 2658.933105
	Iteration 63Q: 3 clusters Score -826080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -826084.000000 Penalty: 2658.933105
	Iteration 64Q: 3 clusters Score -826084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -826086.437500 Penalty: 2658.933105
	Iteration 65Q: 3 clusters Score -826086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -826090.437500 Penalty: 2658.933105
	Iteration 66Q: 3 clusters Score -826090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -826095.312500 Penalty: 2658.933105
	Iteration 67Q: 3 clusters Score -826095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -826096.000000 Penalty: 2658.933105
	Iteration 68Q: 3 clusters Score -826096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -826096.562500 Penalty: 2658.933105
	Iteration 69Q: 3 clusters Score -826096.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -826100.750000 Penalty: 2658.933105
	Iteration 70Q: 3 clusters Score -826100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -826102.937500 Penalty: 2658.933105
	Iteration 71Q: 3 clusters Score -826102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -826104.250000 Penalty: 2658.933105
	Iteration 72Q: 3 clusters Score -826104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -826102.125000 Penalty: 2658.933105
	Iteration 73Q: 3 clusters Score -826102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -826103.250000 Penalty: 2658.933105
	Iteration 74Q: 3 clusters Score -826103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -826102.687500 Penalty: 2658.933105
	Iteration 75Q: 3 clusters Score -826102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -826103.437500 Penalty: 2658.933105
	Iteration 76Q: 3 clusters Score -826103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -826104.187500 Penalty: 2658.933105
	Iteration 77Q: 3 clusters Score -826104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -826105.312500 Penalty: 2658.933105
	Iteration 78Q: 3 clusters Score -826105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -826105.187500 Penalty: 2658.933105
	Iteration 79Q: 3 clusters Score -826105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -826105.875000 Penalty: 2658.933105
	Iteration 80F: 3 clusters Score -826105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -826105.812500 Penalty: 2658.933105
	Iteration 81Q: 3 clusters Score -826105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -826105.125000 Penalty: 2658.933105
	Iteration 82Q: 3 clusters Score -826105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -826105.125000 Penalty: 2658.933105
	Iteration 83F: 3 clusters Score -826105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28962.960938 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -28962.96 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29206.248047 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29206.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29314.714844 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29314.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29370.744141 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29370.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29407.195312 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29425.277344 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29425.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29430.314453 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29430.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29437.640625 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29437.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29438.955078 Penalty: 1821.400513
	Iteration 8Q: 3 clusters Score -29438.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29438.955078 Penalty: 1821.400513
	Iteration 9F: 3 clusters Score -29438.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Entering Unmasked Estep 
Score: -7352667.500000 Penalty: 1651.310425
	Iteration 0F: 2 clusters Score -7352668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -7309666.000000 Penalty: 3302.620850
	Iteration 0F: 3 clusters Score -7309666 nChanged 30946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -7327048.500000 Penalty: 3302.620850
	Iteration 1F: 3 clusters Score -7327048 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -7327898.500000 Penalty: 3302.620850
	Iteration 2Q: 3 clusters Score -7327898 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7328870.500000 Penalty: 3302.620850
	Iteration 3Q: 3 clusters Score -7328870 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -7329995.000000 Penalty: 3302.620850
	Iteration 4Q: 3 clusters Score -7329995 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -7331724.500000 Penalty: 3302.620850
	Iteration 5Q: 3 clusters Score -7331724 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -7333950.000000 Penalty: 3302.620850
	Iteration 6F: 3 clusters Score -7333950 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -7336537.000000 Penalty: 3302.620850
	Iteration 7F: 3 clusters Score -7336537 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -7339164.000000 Penalty: 3302.620850
	Iteration 8F: 3 clusters Score -7339164 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -7341597.000000 Penalty: 3302.620850
	Iteration 9F: 3 clusters Score -7341597 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -7343567.000000 Penalty: 3302.620850
	Iteration 10Q: 3 clusters Score -7343567 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -7344975.000000 Penalty: 3302.620850
	Iteration 11Q: 3 clusters Score -7344975 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -7346023.000000 Penalty: 3302.620850
	Iteration 12Q: 3 clusters Score -7346023 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7346896.500000 Penalty: 3302.620850
	Iteration 13Q: 3 clusters Score -7346896 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -7347735.000000 Penalty: 3302.620850
	Iteration 14Q: 3 clusters Score -7347735 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -7348520.500000 Penalty: 3302.620850
	Iteration 15Q: 3 clusters Score -7348520 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -7349180.500000 Penalty: 3302.620850
	Iteration 16Q: 3 clusters Score -7349180 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7349758.500000 Penalty: 3302.620850
	Iteration 17Q: 3 clusters Score -7349758 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -7350252.000000 Penalty: 3302.620850
	Iteration 18Q: 3 clusters Score -7350252 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -7350584.500000 Penalty: 3302.620850
	Iteration 19Q: 3 clusters Score -7350584 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -7350880.000000 Penalty: 3302.620850
	Iteration 20F: 3 clusters Score -7350880 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7351069.500000 Penalty: 3302.620850
	Iteration 21Q: 3 clusters Score -7351070 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -7351259.000000 Penalty: 3302.620850
	Iteration 22Q: 3 clusters Score -7351259 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -7351400.000000 Penalty: 3302.620850
	Iteration 23Q: 3 clusters Score -7351400 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -7351487.500000 Penalty: 3302.620850
	Iteration 24Q: 3 clusters Score -7351488 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -7351586.000000 Penalty: 3302.620850
	Iteration 25Q: 3 clusters Score -7351586 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -7351681.000000 Penalty: 3302.620850
	Iteration 26Q: 3 clusters Score -7351681 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -7351762.000000 Penalty: 3302.620850
	Iteration 27Q: 3 clusters Score -7351762 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -7351801.500000 Penalty: 3302.620850
	Iteration 28Q: 3 clusters Score -7351802 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -7351847.000000 Penalty: 3302.620850
	Iteration 29Q: 3 clusters Score -7351847 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -7351858.000000 Penalty: 3302.620850
	Iteration 30Q: 3 clusters Score -7351858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -7351906.500000 Penalty: 3302.620850
	Iteration 31Q: 3 clusters Score -7351906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -7351921.500000 Penalty: 3302.620850
	Iteration 32Q: 3 clusters Score -7351922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7351962.000000 Penalty: 3302.620850
	Iteration 33Q: 3 clusters Score -7351962 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -7351995.000000 Penalty: 3302.620850
	Iteration 34Q: 3 clusters Score -7351995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -7352013.000000 Penalty: 3302.620850
	Iteration 35Q: 3 clusters Score -7352013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -7352042.000000 Penalty: 3302.620850
	Iteration 36Q: 3 clusters Score -7352042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -7352063.000000 Penalty: 3302.620850
	Iteration 37Q: 3 clusters Score -7352063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -7352079.000000 Penalty: 3302.620850
	Iteration 38Q: 3 clusters Score -7352079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -7352093.000000 Penalty: 3302.620850
	Iteration 39Q: 3 clusters Score -7352093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -7352111.500000 Penalty: 3302.620850
	Iteration 40F: 3 clusters Score -7352112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -7352111.500000 Penalty: 3302.620850
	Iteration 41Q: 3 clusters Score -7352112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -7352120.500000 Penalty: 3302.620850
	Iteration 42Q: 3 clusters Score -7352120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -7352141.000000 Penalty: 3302.620850
	Iteration 43Q: 3 clusters Score -7352141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -7352135.500000 Penalty: 3302.620850
	Iteration 44Q: 3 clusters Score -7352136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -7352132.000000 Penalty: 3302.620850
	Iteration 45Q: 3 clusters Score -7352132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -7352133.500000 Penalty: 3302.620850
	Iteration 46Q: 3 clusters Score -7352134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -7352144.500000 Penalty: 3302.620850
	Iteration 47Q: 3 clusters Score -7352144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -7352153.500000 Penalty: 3302.620850
	Iteration 48Q: 3 clusters Score -7352154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -7352150.000000 Penalty: 3302.620850
	Iteration 49Q: 3 clusters Score -7352150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -7352154.000000 Penalty: 3302.620850
	Iteration 50Q: 3 clusters Score -7352154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -7352159.000000 Penalty: 3302.620850
	Iteration 51Q: 3 clusters Score -7352159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -7352163.000000 Penalty: 3302.620850
	Iteration 52Q: 3 clusters Score -7352163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -7352179.500000 Penalty: 3302.620850
	Iteration 53Q: 3 clusters Score -7352180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -7352187.000000 Penalty: 3302.620850
	Iteration 54Q: 3 clusters Score -7352187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -7352186.000000 Penalty: 3302.620850
	Iteration 55Q: 3 clusters Score -7352186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -7352188.500000 Penalty: 3302.620850
	Iteration 56Q: 3 clusters Score -7352188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -7352208.500000 Penalty: 3302.620850
	Iteration 57Q: 3 clusters Score -7352208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -7352211.000000 Penalty: 3302.620850
	Iteration 58Q: 3 clusters Score -7352211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -7352211.000000 Penalty: 3302.620850
	Iteration 59Q: 3 clusters Score -7352211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -7352216.500000 Penalty: 3302.620850
	Iteration 60F: 3 clusters Score -7352216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -7352229.500000 Penalty: 3302.620850
	Iteration 61Q: 3 clusters Score -7352230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -7352244.500000 Penalty: 3302.620850
	Iteration 62Q: 3 clusters Score -7352244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -7352237.000000 Penalty: 3302.620850
	Iteration 63Q: 3 clusters Score -7352237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -7352235.500000 Penalty: 3302.620850
	Iteration 64Q: 3 clusters Score -7352236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -7352235.500000 Penalty: 3302.620850
	Iteration 65Q: 3 clusters Score -7352236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -7352256.500000 Penalty: 3302.620850
	Iteration 66Q: 3 clusters Score -7352256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -7352286.000000 Penalty: 3302.620850
	Iteration 67Q: 3 clusters Score -7352286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -7352295.500000 Penalty: 3302.620850
	Iteration 68Q: 3 clusters Score -7352296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -7352296.500000 Penalty: 3302.620850
	Iteration 69Q: 3 clusters Score -7352296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -7352308.500000 Penalty: 3302.620850
	Iteration 70Q: 3 clusters Score -7352308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7352309.500000 Penalty: 3302.620850
	Iteration 71Q: 3 clusters Score -7352310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -7352318.500000 Penalty: 3302.620850
	Iteration 72Q: 3 clusters Score -7352318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7352316.500000 Penalty: 3302.620850
	Iteration 73Q: 3 clusters Score -7352316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7352326.000000 Penalty: 3302.620850
	Iteration 74Q: 3 clusters Score -7352326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -7352323.000000 Penalty: 3302.620850
	Iteration 75Q: 3 clusters Score -7352323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -7352321.000000 Penalty: 3302.620850
	Iteration 76Q: 3 clusters Score -7352321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -7352322.500000 Penalty: 3302.620850
	Iteration 77Q: 3 clusters Score -7352322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7352320.500000 Penalty: 3302.620850
	Iteration 78Q: 3 clusters Score -7352320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -7352320.500000 Penalty: 3302.620850
	Iteration 79Q: 3 clusters Score -7352320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -7352324.500000 Penalty: 3302.620850
	Iteration 80F: 3 clusters Score -7352324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -7352328.000000 Penalty: 3302.620850
	Iteration 81Q: 3 clusters Score -7352328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -7352338.000000 Penalty: 3302.620850
	Iteration 82Q: 3 clusters Score -7352338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -7352340.000000 Penalty: 3302.620850
	Iteration 83Q: 3 clusters Score -7352340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -7352349.000000 Penalty: 3302.620850
	Iteration 84Q: 3 clusters Score -7352349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -7352351.000000 Penalty: 3302.620850
	Iteration 85Q: 3 clusters Score -7352351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -7352362.500000 Penalty: 3302.620850
	Iteration 86Q: 3 clusters Score -7352362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -7352366.500000 Penalty: 3302.620850
	Iteration 87Q: 3 clusters Score -7352366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7352370.000000 Penalty: 3302.620850
	Iteration 88Q: 3 clusters Score -7352370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -7352381.000000 Penalty: 3302.620850
	Iteration 89Q: 3 clusters Score -7352381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -7352389.000000 Penalty: 3302.620850
	Iteration 90Q: 3 clusters Score -7352389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -7352379.000000 Penalty: 3302.620850
	Iteration 91Q: 3 clusters Score -7352379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -7352393.000000 Penalty: 3302.620850
	Iteration 92Q: 3 clusters Score -7352393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -7352398.000000 Penalty: 3302.620850
	Iteration 93Q: 3 clusters Score -7352398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -7352393.500000 Penalty: 3302.620850
	Iteration 94Q: 3 clusters Score -7352394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -7352400.000000 Penalty: 3302.620850
	Iteration 95Q: 3 clusters Score -7352400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -7352403.000000 Penalty: 3302.620850
	Iteration 96Q: 3 clusters Score -7352403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -7352401.500000 Penalty: 3302.620850
	Iteration 97Q: 3 clusters Score -7352402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -7352403.500000 Penalty: 3302.620850
	Iteration 98Q: 3 clusters Score -7352404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7352410.500000 Penalty: 3302.620850
	Iteration 99Q: 3 clusters Score -7352410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7352435.000000 Penalty: 3302.620850
	Iteration 100F: 3 clusters Score -7352435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7352427.500000 Penalty: 3302.620850
	Iteration 101Q: 3 clusters Score -7352428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -7352439.000000 Penalty: 3302.620850
	Iteration 102Q: 3 clusters Score -7352439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -7352437.000000 Penalty: 3302.620850
	Iteration 103Q: 3 clusters Score -7352437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -7352441.000000 Penalty: 3302.620850
	Iteration 104Q: 3 clusters Score -7352441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -7352434.500000 Penalty: 3302.620850
	Iteration 105Q: 3 clusters Score -7352434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -7352437.000000 Penalty: 3302.620850
	Iteration 106Q: 3 clusters Score -7352437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -7352446.000000 Penalty: 3302.620850
	Iteration 107Q: 3 clusters Score -7352446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -7352438.000000 Penalty: 3302.620850
	Iteration 108Q: 3 clusters Score -7352438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7352438.000000 Penalty: 3302.620850
	Iteration 109Q: 3 clusters Score -7352438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -7352435.500000 Penalty: 3302.620850
	Iteration 110Q: 3 clusters Score -7352436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -7352441.500000 Penalty: 3302.620850
	Iteration 111Q: 3 clusters Score -7352442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -7352440.000000 Penalty: 3302.620850
	Iteration 112Q: 3 clusters Score -7352440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -7352448.000000 Penalty: 3302.620850
	Iteration 113Q: 3 clusters Score -7352448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -7352446.000000 Penalty: 3302.620850
	Iteration 114Q: 3 clusters Score -7352446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -7352455.500000 Penalty: 3302.620850
	Iteration 115Q: 3 clusters Score -7352456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -7352463.000000 Penalty: 3302.620850
	Iteration 116Q: 3 clusters Score -7352463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -7352463.500000 Penalty: 3302.620850
	Iteration 117Q: 3 clusters Score -7352464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7352458.000000 Penalty: 3302.620850
	Iteration 118Q: 3 clusters Score -7352458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -7352469.000000 Penalty: 3302.620850
	Iteration 119Q: 3 clusters Score -7352469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7352479.500000 Penalty: 3302.620850
	Iteration 120F: 3 clusters Score -7352480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7352485.000000 Penalty: 3302.620850
	Iteration 121Q: 3 clusters Score -7352485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -7352481.000000 Penalty: 3302.620850
	Iteration 122Q: 3 clusters Score -7352481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -7352479.000000 Penalty: 3302.620850
	Iteration 123Q: 3 clusters Score -7352479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -7352488.000000 Penalty: 3302.620850
	Iteration 124Q: 3 clusters Score -7352488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -7352494.000000 Penalty: 3302.620850
	Iteration 125Q: 3 clusters Score -7352494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -7352502.000000 Penalty: 3302.620850
	Iteration 126Q: 3 clusters Score -7352502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -7352491.000000 Penalty: 3302.620850
	Iteration 127Q: 3 clusters Score -7352491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -7352504.000000 Penalty: 3302.620850
	Iteration 128Q: 3 clusters Score -7352504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -7352506.500000 Penalty: 3302.620850
	Iteration 129Q: 3 clusters Score -7352506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -7352513.500000 Penalty: 3302.620850
	Iteration 130Q: 3 clusters Score -7352514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -7352519.000000 Penalty: 3302.620850
	Iteration 131Q: 3 clusters Score -7352519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -7352532.000000 Penalty: 3302.620850
	Iteration 132Q: 3 clusters Score -7352532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -7352542.000000 Penalty: 3302.620850
	Iteration 133Q: 3 clusters Score -7352542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -7352532.500000 Penalty: 3302.620850
	Iteration 134Q: 3 clusters Score -7352532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -7352543.500000 Penalty: 3302.620850
	Iteration 135Q: 3 clusters Score -7352544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -7352551.000000 Penalty: 3302.620850
	Iteration 136Q: 3 clusters Score -7352551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -7352562.000000 Penalty: 3302.620850
	Iteration 137Q: 3 clusters Score -7352562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -7352562.500000 Penalty: 3302.620850
	Iteration 138Q: 3 clusters Score -7352562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -7352560.500000 Penalty: 3302.620850
	Iteration 139Q: 3 clusters Score -7352560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -7352566.000000 Penalty: 3302.620850
	Iteration 140F: 3 clusters Score -7352566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -7352562.500000 Penalty: 3302.620850
	Iteration 141Q: 3 clusters Score -7352562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -7352571.000000 Penalty: 3302.620850
	Iteration 142Q: 3 clusters Score -7352571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -7352571.500000 Penalty: 3302.620850
	Iteration 143Q: 3 clusters Score -7352572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -7352568.000000 Penalty: 3302.620850
	Iteration 144Q: 3 clusters Score -7352568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -7352573.000000 Penalty: 3302.620850
	Iteration 145Q: 3 clusters Score -7352573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -7352573.500000 Penalty: 3302.620850
	Iteration 146Q: 3 clusters Score -7352574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -7352573.000000 Penalty: 3302.620850
	Iteration 147Q: 3 clusters Score -7352573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -7352582.500000 Penalty: 3302.620850
	Iteration 148Q: 3 clusters Score -7352582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -7352584.500000 Penalty: 3302.620850
	Iteration 149Q: 3 clusters Score -7352584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -7352581.000000 Penalty: 3302.620850
	Iteration 150Q: 3 clusters Score -7352581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -7352590.500000 Penalty: 3302.620850
	Iteration 151Q: 3 clusters Score -7352590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -7352593.000000 Penalty: 3302.620850
	Iteration 152Q: 3 clusters Score -7352593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -7352588.000000 Penalty: 3302.620850
	Iteration 153Q: 3 clusters Score -7352588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -7352593.500000 Penalty: 3302.620850
	Iteration 154Q: 3 clusters Score -7352594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -7352593.500000 Penalty: 3302.620850
	Iteration 155F: 3 clusters Score -7352594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Entering Unmasked Estep 
Score: -8839794.000000 Penalty: 1671.735962
	Iteration 0F: 2 clusters Score -8839794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -8790674.000000 Penalty: 3343.471924
	Iteration 0F: 3 clusters Score -8790674 nChanged 35256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8811472.000000 Penalty: 3343.471924
	Iteration 1F: 3 clusters Score -8811472 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8813233.000000 Penalty: 3343.471924
	Iteration 2F: 3 clusters Score -8813233 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8816549.000000 Penalty: 3343.471924
	Iteration 3F: 3 clusters Score -8816549 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -8821179.000000 Penalty: 3343.471924
	Iteration 4F: 3 clusters Score -8821179 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -8826268.000000 Penalty: 3343.471924
	Iteration 5F: 3 clusters Score -8826268 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -8830564.000000 Penalty: 3343.471924
	Iteration 6F: 3 clusters Score -8830564 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -8834065.000000 Penalty: 3343.471924
	Iteration 7Q: 3 clusters Score -8834065 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8837014.000000 Penalty: 3343.471924
	Iteration 8Q: 3 clusters Score -8837014 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -8838343.000000 Penalty: 3343.471924
	Iteration 9Q: 3 clusters Score -8838343 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -8838849.000000 Penalty: 3343.471924
	Iteration 10Q: 3 clusters Score -8838849 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8839116.000000 Penalty: 3343.471924
	Iteration 11Q: 3 clusters Score -8839116 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -8839251.000000 Penalty: 3343.471924
	Iteration 12Q: 3 clusters Score -8839251 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -8839334.000000 Penalty: 3343.471924
	Iteration 13Q: 3 clusters Score -8839334 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -8839419.000000 Penalty: 3343.471924
	Iteration 14Q: 3 clusters Score -8839419 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -8839471.000000 Penalty: 3343.471924
	Iteration 15Q: 3 clusters Score -8839471 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -8839516.000000 Penalty: 3343.471924
	Iteration 16Q: 3 clusters Score -8839516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8839534.000000 Penalty: 3343.471924
	Iteration 17Q: 3 clusters Score -8839534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -8839592.000000 Penalty: 3343.471924
	Iteration 18Q: 3 clusters Score -8839592 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -8839620.000000 Penalty: 3343.471924
	Iteration 19Q: 3 clusters Score -8839620 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -8839616.000000 Penalty: 3343.471924
	Iteration 20F: 3 clusters Score -8839616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -8839607.000000 Penalty: 3343.471924
	Iteration 21Q: 3 clusters Score -8839607 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8839617.000000 Penalty: 3343.471924
	Iteration 22Q: 3 clusters Score -8839617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -8839618.000000 Penalty: 3343.471924
	Iteration 23Q: 3 clusters Score -8839618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -8839647.000000 Penalty: 3343.471924
	Iteration 24Q: 3 clusters Score -8839647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -8839636.000000 Penalty: 3343.471924
	Iteration 25Q: 3 clusters Score -8839636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -8839643.000000 Penalty: 3343.471924
	Iteration 26Q: 3 clusters Score -8839643 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8839654.000000 Penalty: 3343.471924
	Iteration 27Q: 3 clusters Score -8839654 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -8839685.000000 Penalty: 3343.471924
	Iteration 28Q: 3 clusters Score -8839685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -8839717.000000 Penalty: 3343.471924
	Iteration 29Q: 3 clusters Score -8839717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -8839718.000000 Penalty: 3343.471924
	Iteration 30Q: 3 clusters Score -8839718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -8839737.000000 Penalty: 3343.471924
	Iteration 31Q: 3 clusters Score -8839737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -8839742.000000 Penalty: 3343.471924
	Iteration 32Q: 3 clusters Score -8839742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -8839759.000000 Penalty: 3343.471924
	Iteration 33Q: 3 clusters Score -8839759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -8839756.000000 Penalty: 3343.471924
	Iteration 34Q: 3 clusters Score -8839756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -8839762.000000 Penalty: 3343.471924
	Iteration 35Q: 3 clusters Score -8839762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -8839771.000000 Penalty: 3343.471924
	Iteration 36Q: 3 clusters Score -8839771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -8839780.000000 Penalty: 3343.471924
	Iteration 37Q: 3 clusters Score -8839780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -8839787.000000 Penalty: 3343.471924
	Iteration 38Q: 3 clusters Score -8839787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -8839781.000000 Penalty: 3343.471924
	Iteration 39Q: 3 clusters Score -8839781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -8839784.000000 Penalty: 3343.471924
	Iteration 40F: 3 clusters Score -8839784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -8839762.000000 Penalty: 3343.471924
	Iteration 41Q: 3 clusters Score -8839762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -8839758.000000 Penalty: 3343.471924
	Iteration 42Q: 3 clusters Score -8839758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8839768.000000 Penalty: 3343.471924
	Iteration 43Q: 3 clusters Score -8839768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -8839767.000000 Penalty: 3343.471924
	Iteration 44Q: 3 clusters Score -8839767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -8839769.000000 Penalty: 3343.471924
	Iteration 45Q: 3 clusters Score -8839769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -8839769.000000 Penalty: 3343.471924
	Iteration 46Q: 3 clusters Score -8839769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -8839767.000000 Penalty: 3343.471924
	Iteration 47Q: 3 clusters Score -8839767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -8839756.000000 Penalty: 3343.471924
	Iteration 48Q: 3 clusters Score -8839756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -8839746.000000 Penalty: 3343.471924
	Iteration 49Q: 3 clusters Score -8839746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -8839760.000000 Penalty: 3343.471924
	Iteration 50Q: 3 clusters Score -8839760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -8839752.000000 Penalty: 3343.471924
	Iteration 51Q: 3 clusters Score -8839752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -8839754.000000 Penalty: 3343.471924
	Iteration 52Q: 3 clusters Score -8839754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -8839753.000000 Penalty: 3343.471924
	Iteration 53Q: 3 clusters Score -8839753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -8839754.000000 Penalty: 3343.471924
	Iteration 54Q: 3 clusters Score -8839754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -8839757.000000 Penalty: 3343.471924
	Iteration 55Q: 3 clusters Score -8839757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -8839761.000000 Penalty: 3343.471924
	Iteration 56Q: 3 clusters Score -8839761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -8839753.000000 Penalty: 3343.471924
	Iteration 57Q: 3 clusters Score -8839753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -8839772.000000 Penalty: 3343.471924
	Iteration 58Q: 3 clusters Score -8839772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -8839763.000000 Penalty: 3343.471924
	Iteration 59Q: 3 clusters Score -8839763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -8839755.000000 Penalty: 3343.471924
	Iteration 60F: 3 clusters Score -8839755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -8839760.000000 Penalty: 3343.471924
	Iteration 61Q: 3 clusters Score -8839760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -8839766.000000 Penalty: 3343.471924
	Iteration 62Q: 3 clusters Score -8839766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -8839769.000000 Penalty: 3343.471924
	Iteration 63Q: 3 clusters Score -8839769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -8839776.000000 Penalty: 3343.471924
	Iteration 64Q: 3 clusters Score -8839776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -8839794.000000 Penalty: 3343.471924
	Iteration 65Q: 3 clusters Score -8839794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -8839800.000000 Penalty: 3343.471924
	Iteration 66Q: 3 clusters Score -8839800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -8839787.000000 Penalty: 3343.471924
	Iteration 67Q: 3 clusters Score -8839787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -8839784.000000 Penalty: 3343.471924
	Iteration 68Q: 3 clusters Score -8839784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -8839799.000000 Penalty: 3343.471924
	Iteration 69Q: 3 clusters Score -8839799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -8839799.000000 Penalty: 3343.471924
	Iteration 70Q: 3 clusters Score -8839799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -8839790.000000 Penalty: 3343.471924
	Iteration 71Q: 3 clusters Score -8839790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -8839788.000000 Penalty: 3343.471924
	Iteration 72Q: 3 clusters Score -8839788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -8839784.000000 Penalty: 3343.471924
	Iteration 73Q: 3 clusters Score -8839784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -8839799.000000 Penalty: 3343.471924
	Iteration 74Q: 3 clusters Score -8839799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -8839795.000000 Penalty: 3343.471924
	Iteration 75Q: 3 clusters Score -8839795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -8839794.000000 Penalty: 3343.471924
	Iteration 76Q: 3 clusters Score -8839794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -8839788.000000 Penalty: 3343.471924
	Iteration 77Q: 3 clusters Score -8839788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -8839787.000000 Penalty: 3343.471924
	Iteration 78Q: 3 clusters Score -8839787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -8839793.000000 Penalty: 3343.471924
	Iteration 79Q: 3 clusters Score -8839793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -8839788.000000 Penalty: 3343.471924
	Iteration 80F: 3 clusters Score -8839788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -8839791.000000 Penalty: 3343.471924
	Iteration 81Q: 3 clusters Score -8839791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -8839793.000000 Penalty: 3343.471924
	Iteration 82Q: 3 clusters Score -8839793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -8839782.000000 Penalty: 3343.471924
	Iteration 83Q: 3 clusters Score -8839782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -8839787.000000 Penalty: 3343.471924
	Iteration 84Q: 3 clusters Score -8839787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -8839779.000000 Penalty: 3343.471924
	Iteration 85Q: 3 clusters Score -8839779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -8839777.000000 Penalty: 3343.471924
	Iteration 86Q: 3 clusters Score -8839777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8839776.000000 Penalty: 3343.471924
	Iteration 87Q: 3 clusters Score -8839776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -8839771.000000 Penalty: 3343.471924
	Iteration 88Q: 3 clusters Score -8839771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -8839771.000000 Penalty: 3343.471924
	Iteration 89Q: 3 clusters Score -8839771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -8839774.000000 Penalty: 3343.471924
	Iteration 90Q: 3 clusters Score -8839774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -8839772.000000 Penalty: 3343.471924
	Iteration 91Q: 3 clusters Score -8839772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -8839773.000000 Penalty: 3343.471924
	Iteration 92Q: 3 clusters Score -8839773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -8839771.000000 Penalty: 3343.471924
	Iteration 93Q: 3 clusters Score -8839771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -8839774.000000 Penalty: 3343.471924
	Iteration 94Q: 3 clusters Score -8839774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -8839773.000000 Penalty: 3343.471924
	Iteration 95Q: 3 clusters Score -8839773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -8839773.000000 Penalty: 3343.471924
	Iteration 96F: 3 clusters Score -8839773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -683689.312500 Penalty: 1299.654785
	Iteration 0F: 2 clusters Score -683689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -679193.000000 Penalty: 2599.309570
	Iteration 0F: 3 clusters Score -679193 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -680560.937500 Penalty: 2599.309570
	Iteration 1F: 3 clusters Score -680560.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -680770.500000 Penalty: 2599.309570
	Iteration 2F: 3 clusters Score -680770.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -680927.437500 Penalty: 2599.309570
	Iteration 3F: 3 clusters Score -680927.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -681058.937500 Penalty: 2599.309570
	Iteration 4Q: 3 clusters Score -681058.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -681163.187500 Penalty: 2599.309570
	Iteration 5Q: 3 clusters Score -681163.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -681239.062500 Penalty: 2599.309570
	Iteration 6Q: 3 clusters Score -681239.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -681298.500000 Penalty: 2599.309570
	Iteration 7Q: 3 clusters Score -681298.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -681346.375000 Penalty: 2599.309570
	Iteration 8Q: 3 clusters Score -681346.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -681387.375000 Penalty: 2599.309570
	Iteration 9Q: 3 clusters Score -681387.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -681423.187500 Penalty: 2599.309570
	Iteration 10Q: 3 clusters Score -681423.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -681454.750000 Penalty: 2599.309570
	Iteration 11Q: 3 clusters Score -681454.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -681483.062500 Penalty: 2599.309570
	Iteration 12Q: 3 clusters Score -681483.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -681512.187500 Penalty: 2599.309570
	Iteration 13Q: 3 clusters Score -681512.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -681543.375000 Penalty: 2599.309570
	Iteration 14Q: 3 clusters Score -681543.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -681571.937500 Penalty: 2599.309570
	Iteration 15Q: 3 clusters Score -681571.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -681596.750000 Penalty: 2599.309570
	Iteration 16Q: 3 clusters Score -681596.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -681621.750000 Penalty: 2599.309570
	Iteration 17Q: 3 clusters Score -681621.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -681645.500000 Penalty: 2599.309570
	Iteration 18Q: 3 clusters Score -681645.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -681666.562500 Penalty: 2599.309570
	Iteration 19Q: 3 clusters Score -681666.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -681693.812500 Penalty: 2599.309570
	Iteration 20F: 3 clusters Score -681693.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -681721.812500 Penalty: 2599.309570
	Iteration 21Q: 3 clusters Score -681721.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -681747.687500 Penalty: 2599.309570
	Iteration 22Q: 3 clusters Score -681747.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -681789.000000 Penalty: 2599.309570
	Iteration 23Q: 3 clusters Score -681789 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -681831.312500 Penalty: 2599.309570
	Iteration 24Q: 3 clusters Score -681831.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -681883.437500 Penalty: 2599.309570
	Iteration 25Q: 3 clusters Score -681883.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -681929.875000 Penalty: 2599.309570
	Iteration 26Q: 3 clusters Score -681929.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -681979.000000 Penalty: 2599.309570
	Iteration 27Q: 3 clusters Score -681979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -682019.750000 Penalty: 2599.309570
	Iteration 28Q: 3 clusters Score -682019.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -682046.250000 Penalty: 2599.309570
	Iteration 29Q: 3 clusters Score -682046.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -682075.875000 Penalty: 2599.309570
	Iteration 30Q: 3 clusters Score -682075.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -682102.937500 Penalty: 2599.309570
	Iteration 31Q: 3 clusters Score -682102.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -682125.375000 Penalty: 2599.309570
	Iteration 32Q: 3 clusters Score -682125.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -682150.000000 Penalty: 2599.309570
	Iteration 33Q: 3 clusters Score -682150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -682178.437500 Penalty: 2599.309570
	Iteration 34Q: 3 clusters Score -682178.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -682206.000000 Penalty: 2599.309570
	Iteration 35Q: 3 clusters Score -682206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -682241.312500 Penalty: 2599.309570
	Iteration 36Q: 3 clusters Score -682241.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -682280.062500 Penalty: 2599.309570
	Iteration 37Q: 3 clusters Score -682280.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -682313.625000 Penalty: 2599.309570
	Iteration 38Q: 3 clusters Score -682313.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -682342.687500 Penalty: 2599.309570
	Iteration 39Q: 3 clusters Score -682342.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -682370.875000 Penalty: 2599.309570
	Iteration 40F: 3 clusters Score -682370.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -682397.500000 Penalty: 2599.309570
	Iteration 41Q: 3 clusters Score -682397.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -682425.312500 Penalty: 2599.309570
	Iteration 42Q: 3 clusters Score -682425.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -682450.125000 Penalty: 2599.309570
	Iteration 43Q: 3 clusters Score -682450.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -682466.875000 Penalty: 2599.309570
	Iteration 44Q: 3 clusters Score -682466.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -682480.625000 Penalty: 2599.309570
	Iteration 45Q: 3 clusters Score -682480.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -682501.000000 Penalty: 2599.309570
	Iteration 46Q: 3 clusters Score -682501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -682517.687500 Penalty: 2599.309570
	Iteration 47Q: 3 clusters Score -682517.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -682536.312500 Penalty: 2599.309570
	Iteration 48Q: 3 clusters Score -682536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -682554.125000 Penalty: 2599.309570
	Iteration 49Q: 3 clusters Score -682554.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -682578.000000 Penalty: 2599.309570
	Iteration 50Q: 3 clusters Score -682578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -682599.250000 Penalty: 2599.309570
	Iteration 51Q: 3 clusters Score -682599.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -682614.187500 Penalty: 2599.309570
	Iteration 52Q: 3 clusters Score -682614.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -682629.500000 Penalty: 2599.309570
	Iteration 53Q: 3 clusters Score -682629.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -682645.500000 Penalty: 2599.309570
	Iteration 54Q: 3 clusters Score -682645.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -682662.687500 Penalty: 2599.309570
	Iteration 55Q: 3 clusters Score -682662.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -682678.000000 Penalty: 2599.309570
	Iteration 56Q: 3 clusters Score -682678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -682684.312500 Penalty: 2599.309570
	Iteration 57Q: 3 clusters Score -682684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -682687.250000 Penalty: 2599.309570
	Iteration 58Q: 3 clusters Score -682687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -682690.625000 Penalty: 2599.309570
	Iteration 59Q: 3 clusters Score -682690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -682692.187500 Penalty: 2599.309570
	Iteration 60F: 3 clusters Score -682692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -682694.812500 Penalty: 2599.309570
	Iteration 61Q: 3 clusters Score -682694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -682696.187500 Penalty: 2599.309570
	Iteration 62Q: 3 clusters Score -682696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -682696.187500 Penalty: 2599.309570
	Iteration 63Q: 3 clusters Score -682696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -682696.187500 Penalty: 2599.309570
	Iteration 64F: 3 clusters Score -682696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Entering Unmasked Estep 
Score: -4962941.000000 Penalty: 1584.297607
	Iteration 0F: 2 clusters Score -4962941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4935462.000000 Penalty: 3168.595215
	Iteration 0F: 3 clusters Score -4935462 nChanged 19292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4946127.000000 Penalty: 3168.595215
	Iteration 1F: 3 clusters Score -4946127 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4946757.500000 Penalty: 3168.595215
	Iteration 2Q: 3 clusters Score -4946758 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4947474.500000 Penalty: 3168.595215
	Iteration 3Q: 3 clusters Score -4947474 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4948297.500000 Penalty: 3168.595215
	Iteration 4Q: 3 clusters Score -4948298 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4949110.000000 Penalty: 3168.595215
	Iteration 5Q: 3 clusters Score -4949110 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4950012.500000 Penalty: 3168.595215
	Iteration 6Q: 3 clusters Score -4950012 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4950868.000000 Penalty: 3168.595215
	Iteration 7Q: 3 clusters Score -4950868 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4951764.500000 Penalty: 3168.595215
	Iteration 8Q: 3 clusters Score -4951764 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -4952707.500000 Penalty: 3168.595215
	Iteration 9Q: 3 clusters Score -4952708 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4953571.000000 Penalty: 3168.595215
	Iteration 10Q: 3 clusters Score -4953571 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -4954368.000000 Penalty: 3168.595215
	Iteration 11Q: 3 clusters Score -4954368 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4955262.000000 Penalty: 3168.595215
	Iteration 12Q: 3 clusters Score -4955262 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -4956273.000000 Penalty: 3168.595215
	Iteration 13Q: 3 clusters Score -4956273 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4957269.000000 Penalty: 3168.595215
	Iteration 14Q: 3 clusters Score -4957269 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4958315.000000 Penalty: 3168.595215
	Iteration 15Q: 3 clusters Score -4958315 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4959234.000000 Penalty: 3168.595215
	Iteration 16Q: 3 clusters Score -4959234 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4959961.500000 Penalty: 3168.595215
	Iteration 17Q: 3 clusters Score -4959962 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4960521.500000 Penalty: 3168.595215
	Iteration 18Q: 3 clusters Score -4960522 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4960905.500000 Penalty: 3168.595215
	Iteration 19Q: 3 clusters Score -4960906 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4961213.000000 Penalty: 3168.595215
	Iteration 20F: 3 clusters Score -4961213 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4961442.500000 Penalty: 3168.595215
	Iteration 21Q: 3 clusters Score -4961442 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4961608.500000 Penalty: 3168.595215
	Iteration 22Q: 3 clusters Score -4961608 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4961715.500000 Penalty: 3168.595215
	Iteration 23Q: 3 clusters Score -4961716 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4961769.000000 Penalty: 3168.595215
	Iteration 24Q: 3 clusters Score -4961769 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4961822.000000 Penalty: 3168.595215
	Iteration 25Q: 3 clusters Score -4961822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4961856.500000 Penalty: 3168.595215
	Iteration 26Q: 3 clusters Score -4961856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4961890.000000 Penalty: 3168.595215
	Iteration 27Q: 3 clusters Score -4961890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4961908.500000 Penalty: 3168.595215
	Iteration 28Q: 3 clusters Score -4961908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4961930.500000 Penalty: 3168.595215
	Iteration 29Q: 3 clusters Score -4961930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4961956.000000 Penalty: 3168.595215
	Iteration 30Q: 3 clusters Score -4961956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4961964.000000 Penalty: 3168.595215
	Iteration 31Q: 3 clusters Score -4961964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4961974.500000 Penalty: 3168.595215
	Iteration 32Q: 3 clusters Score -4961974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4961987.000000 Penalty: 3168.595215
	Iteration 33Q: 3 clusters Score -4961987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4961989.500000 Penalty: 3168.595215
	Iteration 34Q: 3 clusters Score -4961990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4961990.000000 Penalty: 3168.595215
	Iteration 35Q: 3 clusters Score -4961990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4961991.500000 Penalty: 3168.595215
	Iteration 36Q: 3 clusters Score -4961992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4961996.500000 Penalty: 3168.595215
	Iteration 37Q: 3 clusters Score -4961996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4961995.000000 Penalty: 3168.595215
	Iteration 38Q: 3 clusters Score -4961995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4961995.500000 Penalty: 3168.595215
	Iteration 39Q: 3 clusters Score -4961996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4962003.500000 Penalty: 3168.595215
	Iteration 40F: 3 clusters Score -4962004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4962005.000000 Penalty: 3168.595215
	Iteration 41Q: 3 clusters Score -4962005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4962003.500000 Penalty: 3168.595215
	Iteration 42Q: 3 clusters Score -4962004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4962001.000000 Penalty: 3168.595215
	Iteration 43Q: 3 clusters Score -4962001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4962001.500000 Penalty: 3168.595215
	Iteration 44Q: 3 clusters Score -4962002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4962002.500000 Penalty: 3168.595215
	Iteration 45Q: 3 clusters Score -4962002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4962002.500000 Penalty: 3168.595215
	Iteration 46Q: 3 clusters Score -4962002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4962003.500000 Penalty: 3168.595215
	Iteration 47Q: 3 clusters Score -4962004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4962003.000000 Penalty: 3168.595215
	Iteration 48Q: 3 clusters Score -4962003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4962003.000000 Penalty: 3168.595215
	Iteration 49F: 3 clusters Score -4962003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Entering Unmasked Estep 
Score: -8516227.000000 Penalty: 1666.327026
	Iteration 0F: 2 clusters Score -8516227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8468613.000000 Penalty: 3332.654053
	Iteration 0F: 3 clusters Score -8468613 nChanged 34185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -8487874.000000 Penalty: 3332.654053
	Iteration 1F: 3 clusters Score -8487874 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8488516.000000 Penalty: 3332.654053
	Iteration 2Q: 3 clusters Score -8488516 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8489312.000000 Penalty: 3332.654053
	Iteration 3Q: 3 clusters Score -8489312 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -8490361.000000 Penalty: 3332.654053
	Iteration 4Q: 3 clusters Score -8490361 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8491868.000000 Penalty: 3332.654053
	Iteration 5Q: 3 clusters Score -8491868 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8494198.000000 Penalty: 3332.654053
	Iteration 6F: 3 clusters Score -8494198 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -8497517.000000 Penalty: 3332.654053
	Iteration 7F: 3 clusters Score -8497517 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -8501749.000000 Penalty: 3332.654053
	Iteration 8F: 3 clusters Score -8501749 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -8506206.000000 Penalty: 3332.654053
	Iteration 9F: 3 clusters Score -8506206 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -8509989.000000 Penalty: 3332.654053
	Iteration 10F: 3 clusters Score -8509989 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -8512350.000000 Penalty: 3332.654053
	Iteration 11Q: 3 clusters Score -8512350 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -8513742.000000 Penalty: 3332.654053
	Iteration 12Q: 3 clusters Score -8513742 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -8514343.000000 Penalty: 3332.654053
	Iteration 13Q: 3 clusters Score -8514343 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -8514602.000000 Penalty: 3332.654053
	Iteration 14Q: 3 clusters Score -8514602 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -8514725.000000 Penalty: 3332.654053
	Iteration 15Q: 3 clusters Score -8514725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -8514790.000000 Penalty: 3332.654053
	Iteration 16Q: 3 clusters Score -8514790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -8514839.000000 Penalty: 3332.654053
	Iteration 17Q: 3 clusters Score -8514839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -8514865.000000 Penalty: 3332.654053
	Iteration 18Q: 3 clusters Score -8514865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -8514888.000000 Penalty: 3332.654053
	Iteration 19Q: 3 clusters Score -8514888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -8514900.000000 Penalty: 3332.654053
	Iteration 20F: 3 clusters Score -8514900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -8514901.000000 Penalty: 3332.654053
	Iteration 21Q: 3 clusters Score -8514901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -8514917.000000 Penalty: 3332.654053
	Iteration 22Q: 3 clusters Score -8514917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -8514926.000000 Penalty: 3332.654053
	Iteration 23Q: 3 clusters Score -8514926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -8514927.000000 Penalty: 3332.654053
	Iteration 24Q: 3 clusters Score -8514927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -8514937.000000 Penalty: 3332.654053
	Iteration 25Q: 3 clusters Score -8514937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -8514937.000000 Penalty: 3332.654053
	Iteration 26F: 3 clusters Score -8514937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -1209953.000000 Penalty: 1382.418091
	Iteration 0F: 2 clusters Score -1209953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1202722.000000 Penalty: 2764.836182
	Iteration 0F: 3 clusters Score -1202722 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1205158.750000 Penalty: 2764.836182
	Iteration 1F: 3 clusters Score -1205159 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1205491.250000 Penalty: 2764.836182
	Iteration 2F: 3 clusters Score -1205491 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1205713.000000 Penalty: 2764.836182
	Iteration 3Q: 3 clusters Score -1205713 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1205884.500000 Penalty: 2764.836182
	Iteration 4Q: 3 clusters Score -1205884 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1206012.500000 Penalty: 2764.836182
	Iteration 5Q: 3 clusters Score -1206012 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1206112.500000 Penalty: 2764.836182
	Iteration 6Q: 3 clusters Score -1206112 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1206204.625000 Penalty: 2764.836182
	Iteration 7Q: 3 clusters Score -1206205 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1206283.625000 Penalty: 2764.836182
	Iteration 8Q: 3 clusters Score -1206284 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1206334.000000 Penalty: 2764.836182
	Iteration 9Q: 3 clusters Score -1206334 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1206395.875000 Penalty: 2764.836182
	Iteration 10Q: 3 clusters Score -1206396 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1206453.625000 Penalty: 2764.836182
	Iteration 11Q: 3 clusters Score -1206454 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1206526.625000 Penalty: 2764.836182
	Iteration 12Q: 3 clusters Score -1206527 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1206595.875000 Penalty: 2764.836182
	Iteration 13Q: 3 clusters Score -1206596 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1206672.500000 Penalty: 2764.836182
	Iteration 14Q: 3 clusters Score -1206672 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1206764.500000 Penalty: 2764.836182
	Iteration 15Q: 3 clusters Score -1206764 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1206882.250000 Penalty: 2764.836182
	Iteration 16Q: 3 clusters Score -1206882 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1207017.125000 Penalty: 2764.836182
	Iteration 17Q: 3 clusters Score -1207017 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1207163.500000 Penalty: 2764.836182
	Iteration 18Q: 3 clusters Score -1207164 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1207304.125000 Penalty: 2764.836182
	Iteration 19Q: 3 clusters Score -1207304 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1207452.875000 Penalty: 2764.836182
	Iteration 20F: 3 clusters Score -1207453 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1207600.000000 Penalty: 2764.836182
	Iteration 21Q: 3 clusters Score -1207600 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1207757.000000 Penalty: 2764.836182
	Iteration 22Q: 3 clusters Score -1207757 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1207901.375000 Penalty: 2764.836182
	Iteration 23Q: 3 clusters Score -1207901 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1208055.375000 Penalty: 2764.836182
	Iteration 24Q: 3 clusters Score -1208055 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1208186.125000 Penalty: 2764.836182
	Iteration 25Q: 3 clusters Score -1208186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1208317.625000 Penalty: 2764.836182
	Iteration 26Q: 3 clusters Score -1208318 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1208429.875000 Penalty: 2764.836182
	Iteration 27Q: 3 clusters Score -1208430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1208532.250000 Penalty: 2764.836182
	Iteration 28Q: 3 clusters Score -1208532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1208620.000000 Penalty: 2764.836182
	Iteration 29Q: 3 clusters Score -1208620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1208704.000000 Penalty: 2764.836182
	Iteration 30Q: 3 clusters Score -1208704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1208784.625000 Penalty: 2764.836182
	Iteration 31Q: 3 clusters Score -1208785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1208854.875000 Penalty: 2764.836182
	Iteration 32Q: 3 clusters Score -1208855 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1208934.500000 Penalty: 2764.836182
	Iteration 33Q: 3 clusters Score -1208934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1209004.875000 Penalty: 2764.836182
	Iteration 34Q: 3 clusters Score -1209005 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1209054.000000 Penalty: 2764.836182
	Iteration 35Q: 3 clusters Score -1209054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1209091.000000 Penalty: 2764.836182
	Iteration 36Q: 3 clusters Score -1209091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1209129.875000 Penalty: 2764.836182
	Iteration 37Q: 3 clusters Score -1209130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1209157.250000 Penalty: 2764.836182
	Iteration 38Q: 3 clusters Score -1209157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1209184.000000 Penalty: 2764.836182
	Iteration 39Q: 3 clusters Score -1209184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1209191.750000 Penalty: 2764.836182
	Iteration 40F: 3 clusters Score -1209192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1209207.875000 Penalty: 2764.836182
	Iteration 41Q: 3 clusters Score -1209208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1209224.375000 Penalty: 2764.836182
	Iteration 42Q: 3 clusters Score -1209224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1209231.750000 Penalty: 2764.836182
	Iteration 43Q: 3 clusters Score -1209232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1209238.625000 Penalty: 2764.836182
	Iteration 44Q: 3 clusters Score -1209239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1209247.500000 Penalty: 2764.836182
	Iteration 45Q: 3 clusters Score -1209248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1209251.375000 Penalty: 2764.836182
	Iteration 46Q: 3 clusters Score -1209251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1209254.750000 Penalty: 2764.836182
	Iteration 47Q: 3 clusters Score -1209255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1209261.000000 Penalty: 2764.836182
	Iteration 48Q: 3 clusters Score -1209261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1209266.250000 Penalty: 2764.836182
	Iteration 49Q: 3 clusters Score -1209266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1209268.125000 Penalty: 2764.836182
	Iteration 50Q: 3 clusters Score -1209268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1209273.125000 Penalty: 2764.836182
	Iteration 51Q: 3 clusters Score -1209273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1209279.625000 Penalty: 2764.836182
	Iteration 52Q: 3 clusters Score -1209280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1209280.500000 Penalty: 2764.836182
	Iteration 53Q: 3 clusters Score -1209280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1209283.750000 Penalty: 2764.836182
	Iteration 54Q: 3 clusters Score -1209284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1209292.750000 Penalty: 2764.836182
	Iteration 55Q: 3 clusters Score -1209293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1209295.125000 Penalty: 2764.836182
	Iteration 56Q: 3 clusters Score -1209295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1209299.125000 Penalty: 2764.836182
	Iteration 57Q: 3 clusters Score -1209299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1209306.750000 Penalty: 2764.836182
	Iteration 58Q: 3 clusters Score -1209307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1209307.875000 Penalty: 2764.836182
	Iteration 59Q: 3 clusters Score -1209308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1209312.125000 Penalty: 2764.836182
	Iteration 60F: 3 clusters Score -1209312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1209314.625000 Penalty: 2764.836182
	Iteration 61Q: 3 clusters Score -1209315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1209322.625000 Penalty: 2764.836182
	Iteration 62Q: 3 clusters Score -1209323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1209326.875000 Penalty: 2764.836182
	Iteration 63Q: 3 clusters Score -1209327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1209331.500000 Penalty: 2764.836182
	Iteration 64Q: 3 clusters Score -1209332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1209339.500000 Penalty: 2764.836182
	Iteration 65Q: 3 clusters Score -1209340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1209345.000000 Penalty: 2764.836182
	Iteration 66Q: 3 clusters Score -1209345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1209344.750000 Penalty: 2764.836182
	Iteration 67Q: 3 clusters Score -1209345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1209350.125000 Penalty: 2764.836182
	Iteration 68Q: 3 clusters Score -1209350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1209350.750000 Penalty: 2764.836182
	Iteration 69Q: 3 clusters Score -1209351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1209351.500000 Penalty: 2764.836182
	Iteration 70Q: 3 clusters Score -1209352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1209351.500000 Penalty: 2764.836182
	Iteration 71F: 3 clusters Score -1209352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1175425.875000 Penalty: 1379.267212
	Iteration 0F: 2 clusters Score -1175426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1168312.625000 Penalty: 2758.534424
	Iteration 0F: 3 clusters Score -1168313 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1170750.125000 Penalty: 2758.534424
	Iteration 1F: 3 clusters Score -1170750 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1171087.625000 Penalty: 2758.534424
	Iteration 2F: 3 clusters Score -1171088 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1171334.250000 Penalty: 2758.534424
	Iteration 3F: 3 clusters Score -1171334 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1171531.625000 Penalty: 2758.534424
	Iteration 4Q: 3 clusters Score -1171532 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1171749.500000 Penalty: 2758.534424
	Iteration 5Q: 3 clusters Score -1171750 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1171961.375000 Penalty: 2758.534424
	Iteration 6Q: 3 clusters Score -1171961 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1172171.625000 Penalty: 2758.534424
	Iteration 7Q: 3 clusters Score -1172172 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1172382.125000 Penalty: 2758.534424
	Iteration 8Q: 3 clusters Score -1172382 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1172575.250000 Penalty: 2758.534424
	Iteration 9Q: 3 clusters Score -1172575 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1172776.875000 Penalty: 2758.534424
	Iteration 10Q: 3 clusters Score -1172777 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1172954.250000 Penalty: 2758.534424
	Iteration 11Q: 3 clusters Score -1172954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1173111.500000 Penalty: 2758.534424
	Iteration 12Q: 3 clusters Score -1173112 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1173258.250000 Penalty: 2758.534424
	Iteration 13Q: 3 clusters Score -1173258 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1173382.625000 Penalty: 2758.534424
	Iteration 14Q: 3 clusters Score -1173383 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1173490.750000 Penalty: 2758.534424
	Iteration 15Q: 3 clusters Score -1173491 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1173598.375000 Penalty: 2758.534424
	Iteration 16Q: 3 clusters Score -1173598 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1173682.000000 Penalty: 2758.534424
	Iteration 17Q: 3 clusters Score -1173682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1173733.500000 Penalty: 2758.534424
	Iteration 18Q: 3 clusters Score -1173734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1173775.875000 Penalty: 2758.534424
	Iteration 19Q: 3 clusters Score -1173776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1173796.875000 Penalty: 2758.534424
	Iteration 20F: 3 clusters Score -1173797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1173820.500000 Penalty: 2758.534424
	Iteration 21Q: 3 clusters Score -1173820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1173841.000000 Penalty: 2758.534424
	Iteration 22Q: 3 clusters Score -1173841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1173853.375000 Penalty: 2758.534424
	Iteration 23Q: 3 clusters Score -1173853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1173870.500000 Penalty: 2758.534424
	Iteration 24Q: 3 clusters Score -1173870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1173874.625000 Penalty: 2758.534424
	Iteration 25Q: 3 clusters Score -1173875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1173881.750000 Penalty: 2758.534424
	Iteration 26Q: 3 clusters Score -1173882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1173888.500000 Penalty: 2758.534424
	Iteration 27Q: 3 clusters Score -1173888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1173900.000000 Penalty: 2758.534424
	Iteration 28Q: 3 clusters Score -1173900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1173904.875000 Penalty: 2758.534424
	Iteration 29Q: 3 clusters Score -1173905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1173916.500000 Penalty: 2758.534424
	Iteration 30Q: 3 clusters Score -1173916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1173928.125000 Penalty: 2758.534424
	Iteration 31Q: 3 clusters Score -1173928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1173938.250000 Penalty: 2758.534424
	Iteration 32Q: 3 clusters Score -1173938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1173947.000000 Penalty: 2758.534424
	Iteration 33Q: 3 clusters Score -1173947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1173955.000000 Penalty: 2758.534424
	Iteration 34Q: 3 clusters Score -1173955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1173962.000000 Penalty: 2758.534424
	Iteration 35Q: 3 clusters Score -1173962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1173965.500000 Penalty: 2758.534424
	Iteration 36Q: 3 clusters Score -1173966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1173974.625000 Penalty: 2758.534424
	Iteration 37Q: 3 clusters Score -1173975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1173981.875000 Penalty: 2758.534424
	Iteration 38Q: 3 clusters Score -1173982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1173992.375000 Penalty: 2758.534424
	Iteration 39Q: 3 clusters Score -1173992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1173995.875000 Penalty: 2758.534424
	Iteration 40F: 3 clusters Score -1173996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1174004.000000 Penalty: 2758.534424
	Iteration 41Q: 3 clusters Score -1174004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1174016.875000 Penalty: 2758.534424
	Iteration 42Q: 3 clusters Score -1174017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1174020.125000 Penalty: 2758.534424
	Iteration 43Q: 3 clusters Score -1174020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1174027.625000 Penalty: 2758.534424
	Iteration 44Q: 3 clusters Score -1174028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1174036.750000 Penalty: 2758.534424
	Iteration 45Q: 3 clusters Score -1174037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1174042.625000 Penalty: 2758.534424
	Iteration 46Q: 3 clusters Score -1174043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1174051.500000 Penalty: 2758.534424
	Iteration 47Q: 3 clusters Score -1174052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1174061.000000 Penalty: 2758.534424
	Iteration 48Q: 3 clusters Score -1174061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1174066.000000 Penalty: 2758.534424
	Iteration 49Q: 3 clusters Score -1174066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1174074.375000 Penalty: 2758.534424
	Iteration 50Q: 3 clusters Score -1174074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1174079.750000 Penalty: 2758.534424
	Iteration 51Q: 3 clusters Score -1174080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1174086.750000 Penalty: 2758.534424
	Iteration 52Q: 3 clusters Score -1174087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1174093.000000 Penalty: 2758.534424
	Iteration 53Q: 3 clusters Score -1174093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1174095.500000 Penalty: 2758.534424
	Iteration 54Q: 3 clusters Score -1174096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1174098.375000 Penalty: 2758.534424
	Iteration 55Q: 3 clusters Score -1174098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1174100.000000 Penalty: 2758.534424
	Iteration 56Q: 3 clusters Score -1174100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1174099.875000 Penalty: 2758.534424
	Iteration 57Q: 3 clusters Score -1174100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1174106.125000 Penalty: 2758.534424
	Iteration 58Q: 3 clusters Score -1174106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1174110.500000 Penalty: 2758.534424
	Iteration 59Q: 3 clusters Score -1174110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1174115.875000 Penalty: 2758.534424
	Iteration 60F: 3 clusters Score -1174116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1174122.125000 Penalty: 2758.534424
	Iteration 61Q: 3 clusters Score -1174122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1174129.875000 Penalty: 2758.534424
	Iteration 62Q: 3 clusters Score -1174130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1174139.250000 Penalty: 2758.534424
	Iteration 63Q: 3 clusters Score -1174139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1174146.250000 Penalty: 2758.534424
	Iteration 64Q: 3 clusters Score -1174146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1174156.750000 Penalty: 2758.534424
	Iteration 65Q: 3 clusters Score -1174157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1174158.500000 Penalty: 2758.534424
	Iteration 66Q: 3 clusters Score -1174158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1174159.750000 Penalty: 2758.534424
	Iteration 67Q: 3 clusters Score -1174160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1174168.500000 Penalty: 2758.534424
	Iteration 68Q: 3 clusters Score -1174168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1174171.375000 Penalty: 2758.534424
	Iteration 69Q: 3 clusters Score -1174171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1174176.625000 Penalty: 2758.534424
	Iteration 70Q: 3 clusters Score -1174177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1174182.625000 Penalty: 2758.534424
	Iteration 71Q: 3 clusters Score -1174183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1174187.750000 Penalty: 2758.534424
	Iteration 72Q: 3 clusters Score -1174188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1174197.375000 Penalty: 2758.534424
	Iteration 73Q: 3 clusters Score -1174197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1174206.875000 Penalty: 2758.534424
	Iteration 74Q: 3 clusters Score -1174207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1174216.250000 Penalty: 2758.534424
	Iteration 75Q: 3 clusters Score -1174216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1174218.625000 Penalty: 2758.534424
	Iteration 76Q: 3 clusters Score -1174219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1174225.875000 Penalty: 2758.534424
	Iteration 77Q: 3 clusters Score -1174226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1174231.500000 Penalty: 2758.534424
	Iteration 78Q: 3 clusters Score -1174232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1174231.000000 Penalty: 2758.534424
	Iteration 79Q: 3 clusters Score -1174231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1174234.250000 Penalty: 2758.534424
	Iteration 80F: 3 clusters Score -1174234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1174237.375000 Penalty: 2758.534424
	Iteration 81Q: 3 clusters Score -1174237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1174236.250000 Penalty: 2758.534424
	Iteration 82Q: 3 clusters Score -1174236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1174237.375000 Penalty: 2758.534424
	Iteration 83Q: 3 clusters Score -1174237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1174241.625000 Penalty: 2758.534424
	Iteration 84Q: 3 clusters Score -1174242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1174242.125000 Penalty: 2758.534424
	Iteration 85Q: 3 clusters Score -1174242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1174241.250000 Penalty: 2758.534424
	Iteration 86Q: 3 clusters Score -1174241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1174241.375000 Penalty: 2758.534424
	Iteration 87Q: 3 clusters Score -1174241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1174242.250000 Penalty: 2758.534424
	Iteration 88Q: 3 clusters Score -1174242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1174242.875000 Penalty: 2758.534424
	Iteration 89Q: 3 clusters Score -1174243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1174242.250000 Penalty: 2758.534424
	Iteration 90Q: 3 clusters Score -1174242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1174242.250000 Penalty: 2758.534424
	Iteration 91F: 3 clusters Score -1174242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -158446.687500 Penalty: 1100.209106
	Iteration 0F: 2 clusters Score -158446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -156791.218750 Penalty: 2200.418213
	Iteration 0F: 3 clusters Score -156791.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157204.609375 Penalty: 2200.418213
	Iteration 1F: 3 clusters Score -157204.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -157322.281250 Penalty: 2200.418213
	Iteration 2F: 3 clusters Score -157322.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157386.218750 Penalty: 2200.418213
	Iteration 3Q: 3 clusters Score -157386.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -157422.312500 Penalty: 2200.418213
	Iteration 4Q: 3 clusters Score -157422.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157447.031250 Penalty: 2200.418213
	Iteration 5Q: 3 clusters Score -157447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157457.000000 Penalty: 2200.418213
	Iteration 6Q: 3 clusters Score -157457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157465.484375 Penalty: 2200.418213
	Iteration 7Q: 3 clusters Score -157465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -157474.984375 Penalty: 2200.418213
	Iteration 8Q: 3 clusters Score -157475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157482.781250 Penalty: 2200.418213
	Iteration 9Q: 3 clusters Score -157482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157488.453125 Penalty: 2200.418213
	Iteration 10Q: 3 clusters Score -157488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157497.046875 Penalty: 2200.418213
	Iteration 11Q: 3 clusters Score -157497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157513.046875 Penalty: 2200.418213
	Iteration 12Q: 3 clusters Score -157513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157520.640625 Penalty: 2200.418213
	Iteration 13Q: 3 clusters Score -157520.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157527.265625 Penalty: 2200.418213
	Iteration 14Q: 3 clusters Score -157527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157531.078125 Penalty: 2200.418213
	Iteration 15Q: 3 clusters Score -157531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157534.171875 Penalty: 2200.418213
	Iteration 16Q: 3 clusters Score -157534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157540.828125 Penalty: 2200.418213
	Iteration 17Q: 3 clusters Score -157540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157547.328125 Penalty: 2200.418213
	Iteration 18Q: 3 clusters Score -157547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157551.312500 Penalty: 2200.418213
	Iteration 19Q: 3 clusters Score -157551.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157557.093750 Penalty: 2200.418213
	Iteration 20F: 3 clusters Score -157557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157562.500000 Penalty: 2200.418213
	Iteration 21Q: 3 clusters Score -157562.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157569.921875 Penalty: 2200.418213
	Iteration 22Q: 3 clusters Score -157569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157577.937500 Penalty: 2200.418213
	Iteration 23Q: 3 clusters Score -157577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157580.765625 Penalty: 2200.418213
	Iteration 24Q: 3 clusters Score -157580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157582.500000 Penalty: 2200.418213
	Iteration 25Q: 3 clusters Score -157582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157587.062500 Penalty: 2200.418213
	Iteration 26Q: 3 clusters Score -157587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157593.671875 Penalty: 2200.418213
	Iteration 27Q: 3 clusters Score -157593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157596.062500 Penalty: 2200.418213
	Iteration 28Q: 3 clusters Score -157596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157598.390625 Penalty: 2200.418213
	Iteration 29Q: 3 clusters Score -157598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157600.578125 Penalty: 2200.418213
	Iteration 30Q: 3 clusters Score -157600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157601.921875 Penalty: 2200.418213
	Iteration 31Q: 3 clusters Score -157601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157601.921875 Penalty: 2200.418213
	Iteration 32F: 3 clusters Score -157601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Entering Unmasked Estep 
Score: -3778522.000000 Penalty: 1545.023804
	Iteration 0F: 2 clusters Score -3778522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3757372.000000 Penalty: 3090.047607
	Iteration 0F: 3 clusters Score -3757372 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3765689.500000 Penalty: 3090.047607
	Iteration 1F: 3 clusters Score -3765690 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3766573.500000 Penalty: 3090.047607
	Iteration 2F: 3 clusters Score -3766574 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3767789.500000 Penalty: 3090.047607
	Iteration 3F: 3 clusters Score -3767790 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3769444.250000 Penalty: 3090.047607
	Iteration 4F: 3 clusters Score -3769444 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3771495.000000 Penalty: 3090.047607
	Iteration 5F: 3 clusters Score -3771495 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3773389.250000 Penalty: 3090.047607
	Iteration 6F: 3 clusters Score -3773389 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3774956.500000 Penalty: 3090.047607
	Iteration 7F: 3 clusters Score -3774956 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3775960.750000 Penalty: 3090.047607
	Iteration 8Q: 3 clusters Score -3775961 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3776477.250000 Penalty: 3090.047607
	Iteration 9Q: 3 clusters Score -3776477 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3776763.250000 Penalty: 3090.047607
	Iteration 10Q: 3 clusters Score -3776763 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3776918.000000 Penalty: 3090.047607
	Iteration 11Q: 3 clusters Score -3776918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3777026.000000 Penalty: 3090.047607
	Iteration 12Q: 3 clusters Score -3777026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3777092.750000 Penalty: 3090.047607
	Iteration 13Q: 3 clusters Score -3777093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3777145.250000 Penalty: 3090.047607
	Iteration 14Q: 3 clusters Score -3777145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3777180.000000 Penalty: 3090.047607
	Iteration 15Q: 3 clusters Score -3777180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3777191.250000 Penalty: 3090.047607
	Iteration 16Q: 3 clusters Score -3777191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3777206.000000 Penalty: 3090.047607
	Iteration 17Q: 3 clusters Score -3777206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3777220.500000 Penalty: 3090.047607
	Iteration 18Q: 3 clusters Score -3777220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3777222.500000 Penalty: 3090.047607
	Iteration 19Q: 3 clusters Score -3777222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3777229.500000 Penalty: 3090.047607
	Iteration 20F: 3 clusters Score -3777230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3777233.500000 Penalty: 3090.047607
	Iteration 21Q: 3 clusters Score -3777234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3777240.000000 Penalty: 3090.047607
	Iteration 22Q: 3 clusters Score -3777240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3777240.750000 Penalty: 3090.047607
	Iteration 23Q: 3 clusters Score -3777241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3777245.250000 Penalty: 3090.047607
	Iteration 24Q: 3 clusters Score -3777245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3777246.500000 Penalty: 3090.047607
	Iteration 25Q: 3 clusters Score -3777246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3777250.750000 Penalty: 3090.047607
	Iteration 26Q: 3 clusters Score -3777251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3777259.500000 Penalty: 3090.047607
	Iteration 27Q: 3 clusters Score -3777260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3777258.500000 Penalty: 3090.047607
	Iteration 28Q: 3 clusters Score -3777258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3777259.500000 Penalty: 3090.047607
	Iteration 29Q: 3 clusters Score -3777260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3777265.750000 Penalty: 3090.047607
	Iteration 30Q: 3 clusters Score -3777266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3777263.000000 Penalty: 3090.047607
	Iteration 31Q: 3 clusters Score -3777263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3777261.250000 Penalty: 3090.047607
	Iteration 32Q: 3 clusters Score -3777261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3777263.750000 Penalty: 3090.047607
	Iteration 33Q: 3 clusters Score -3777264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3777267.000000 Penalty: 3090.047607
	Iteration 34Q: 3 clusters Score -3777267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3777273.250000 Penalty: 3090.047607
	Iteration 35Q: 3 clusters Score -3777273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3777276.000000 Penalty: 3090.047607
	Iteration 36Q: 3 clusters Score -3777276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3777278.500000 Penalty: 3090.047607
	Iteration 37Q: 3 clusters Score -3777278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3777283.500000 Penalty: 3090.047607
	Iteration 38Q: 3 clusters Score -3777284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3777279.750000 Penalty: 3090.047607
	Iteration 39Q: 3 clusters Score -3777280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3777279.750000 Penalty: 3090.047607
	Iteration 40F: 3 clusters Score -3777280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3777284.000000 Penalty: 3090.047607
	Iteration 41Q: 3 clusters Score -3777284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3777285.000000 Penalty: 3090.047607
	Iteration 42Q: 3 clusters Score -3777285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3777285.500000 Penalty: 3090.047607
	Iteration 43Q: 3 clusters Score -3777286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3777285.250000 Penalty: 3090.047607
	Iteration 44Q: 3 clusters Score -3777285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3777288.000000 Penalty: 3090.047607
	Iteration 45Q: 3 clusters Score -3777288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3777290.000000 Penalty: 3090.047607
	Iteration 46Q: 3 clusters Score -3777290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3777290.000000 Penalty: 3090.047607
	Iteration 47F: 3 clusters Score -3777290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -432513.125000 Penalty: 1233.707520
	Iteration 0F: 2 clusters Score -432513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -429375.312500 Penalty: 2467.415039
	Iteration 0F: 3 clusters Score -429375.3 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -430248.750000 Penalty: 2467.415039
	Iteration 1F: 3 clusters Score -430248.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -430425.125000 Penalty: 2467.415039
	Iteration 2F: 3 clusters Score -430425.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -430530.093750 Penalty: 2467.415039
	Iteration 3Q: 3 clusters Score -430530.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -430597.093750 Penalty: 2467.415039
	Iteration 4Q: 3 clusters Score -430597.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -430649.312500 Penalty: 2467.415039
	Iteration 5Q: 3 clusters Score -430649.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -430691.781250 Penalty: 2467.415039
	Iteration 6Q: 3 clusters Score -430691.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -430718.406250 Penalty: 2467.415039
	Iteration 7Q: 3 clusters Score -430718.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -430745.812500 Penalty: 2467.415039
	Iteration 8Q: 3 clusters Score -430745.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -430775.562500 Penalty: 2467.415039
	Iteration 9Q: 3 clusters Score -430775.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -430806.625000 Penalty: 2467.415039
	Iteration 10Q: 3 clusters Score -430806.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -430843.281250 Penalty: 2467.415039
	Iteration 11Q: 3 clusters Score -430843.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -430905.562500 Penalty: 2467.415039
	Iteration 12Q: 3 clusters Score -430905.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -430959.625000 Penalty: 2467.415039
	Iteration 13Q: 3 clusters Score -430959.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -431035.031250 Penalty: 2467.415039
	Iteration 14Q: 3 clusters Score -431035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -431145.343750 Penalty: 2467.415039
	Iteration 15Q: 3 clusters Score -431145.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -431276.687500 Penalty: 2467.415039
	Iteration 16Q: 3 clusters Score -431276.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -431377.218750 Penalty: 2467.415039
	Iteration 17Q: 3 clusters Score -431377.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -431446.562500 Penalty: 2467.415039
	Iteration 18Q: 3 clusters Score -431446.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -431507.718750 Penalty: 2467.415039
	Iteration 19Q: 3 clusters Score -431507.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -431549.718750 Penalty: 2467.415039
	Iteration 20F: 3 clusters Score -431549.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -431590.968750 Penalty: 2467.415039
	Iteration 21Q: 3 clusters Score -431591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -431631.500000 Penalty: 2467.415039
	Iteration 22Q: 3 clusters Score -431631.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -431685.406250 Penalty: 2467.415039
	Iteration 23Q: 3 clusters Score -431685.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -431737.093750 Penalty: 2467.415039
	Iteration 24Q: 3 clusters Score -431737.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -431787.156250 Penalty: 2467.415039
	Iteration 25Q: 3 clusters Score -431787.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -431856.062500 Penalty: 2467.415039
	Iteration 26Q: 3 clusters Score -431856.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -431943.125000 Penalty: 2467.415039
	Iteration 27Q: 3 clusters Score -431943.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -432007.375000 Penalty: 2467.415039
	Iteration 28Q: 3 clusters Score -432007.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -432063.968750 Penalty: 2467.415039
	Iteration 29Q: 3 clusters Score -432064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -432113.593750 Penalty: 2467.415039
	Iteration 30Q: 3 clusters Score -432113.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -432166.125000 Penalty: 2467.415039
	Iteration 31Q: 3 clusters Score -432166.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -432201.000000 Penalty: 2467.415039
	Iteration 32Q: 3 clusters Score -432201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -432233.218750 Penalty: 2467.415039
	Iteration 33Q: 3 clusters Score -432233.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -432279.062500 Penalty: 2467.415039
	Iteration 34Q: 3 clusters Score -432279.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -432324.250000 Penalty: 2467.415039
	Iteration 35Q: 3 clusters Score -432324.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -432375.593750 Penalty: 2467.415039
	Iteration 36Q: 3 clusters Score -432375.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -432419.031250 Penalty: 2467.415039
	Iteration 37Q: 3 clusters Score -432419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -432453.687500 Penalty: 2467.415039
	Iteration 38Q: 3 clusters Score -432453.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -432481.031250 Penalty: 2467.415039
	Iteration 39Q: 3 clusters Score -432481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -432529.531250 Penalty: 2467.415039
	Iteration 40F: 3 clusters Score -432529.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -432562.406250 Penalty: 2467.415039
	Iteration 41Q: 3 clusters Score -432562.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -432578.093750 Penalty: 2467.415039
	Iteration 42Q: 3 clusters Score -432578.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -432593.500000 Penalty: 2467.415039
	Iteration 43Q: 3 clusters Score -432593.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -432604.343750 Penalty: 2467.415039
	Iteration 44Q: 3 clusters Score -432604.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -432610.750000 Penalty: 2467.415039
	Iteration 45Q: 3 clusters Score -432610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -432615.625000 Penalty: 2467.415039
	Iteration 46Q: 3 clusters Score -432615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -432622.281250 Penalty: 2467.415039
	Iteration 47Q: 3 clusters Score -432622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -432628.687500 Penalty: 2467.415039
	Iteration 48Q: 3 clusters Score -432628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -432634.937500 Penalty: 2467.415039
	Iteration 49Q: 3 clusters Score -432634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -432641.187500 Penalty: 2467.415039
	Iteration 50Q: 3 clusters Score -432641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -432645.343750 Penalty: 2467.415039
	Iteration 51Q: 3 clusters Score -432645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -432647.187500 Penalty: 2467.415039
	Iteration 52Q: 3 clusters Score -432647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -432649.187500 Penalty: 2467.415039
	Iteration 53Q: 3 clusters Score -432649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -432649.218750 Penalty: 2467.415039
	Iteration 54Q: 3 clusters Score -432649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -432649.718750 Penalty: 2467.415039
	Iteration 55Q: 3 clusters Score -432649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -432650.375000 Penalty: 2467.415039
	Iteration 56Q: 3 clusters Score -432650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -432650.375000 Penalty: 2467.415039
	Iteration 57F: 3 clusters Score -432650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75719 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 2552 members 
Entering Unmasked Estep 
Score: -111088648.000000 Penalty: 117209.742188
Splitting cluster 19 changes total score from -111089304.000000 to -111088648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -954802.437500 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -954802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -949277.187500 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -949277.2 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -951034.187500 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -951034.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -951313.375000 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -951313.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -951526.562500 Penalty: 2679.569824
	Iteration 3F: 3 clusters Score -951526.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -951713.437500 Penalty: 2679.569824
	Iteration 4Q: 3 clusters Score -951713.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -951878.000000 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -951878 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -952032.062500 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -952032.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -952159.937500 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -952159.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -952276.750000 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -952276.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -952387.437500 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -952387.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -952512.937500 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -952512.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -952656.250000 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -952656.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -952808.562500 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -952808.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -952968.750000 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -952968.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -953124.062500 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -953124.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -953283.250000 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -953283.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -953411.187500 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -953411.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -953528.812500 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -953528.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -953639.562500 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -953639.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -953729.250000 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -953729.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -953801.437500 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -953801.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -953864.937500 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -953864.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -953920.125000 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -953920.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -953955.437500 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -953955.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -953971.000000 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -953971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -953984.937500 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -953984.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -954004.562500 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -954004.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -954016.812500 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -954016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -954024.000000 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -954024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -954029.937500 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -954029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -954033.312500 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -954033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -954035.812500 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -954035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -954042.062500 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -954042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -954044.687500 Penalty: 2679.569824
	Iteration 33Q: 3 clusters Score -954044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -954048.250000 Penalty: 2679.569824
	Iteration 34Q: 3 clusters Score -954048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -954052.937500 Penalty: 2679.569824
	Iteration 35Q: 3 clusters Score -954052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -954054.437500 Penalty: 2679.569824
	Iteration 36Q: 3 clusters Score -954054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -954058.500000 Penalty: 2679.569824
	Iteration 37Q: 3 clusters Score -954058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -954060.000000 Penalty: 2679.569824
	Iteration 38Q: 3 clusters Score -954060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -954060.687500 Penalty: 2679.569824
	Iteration 39Q: 3 clusters Score -954060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -954062.625000 Penalty: 2679.569824
	Iteration 40F: 3 clusters Score -954062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -954062.250000 Penalty: 2679.569824
	Iteration 41Q: 3 clusters Score -954062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -954062.250000 Penalty: 2679.569824
	Iteration 42F: 3 clusters Score -954062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -924392.187500 Penalty: 1339.748413
	Iteration 0F: 2 clusters Score -924392.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -918806.375000 Penalty: 2679.496826
	Iteration 0F: 3 clusters Score -918806.4 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -920569.500000 Penalty: 2679.496826
	Iteration 1F: 3 clusters Score -920569.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -920798.250000 Penalty: 2679.496826
	Iteration 2F: 3 clusters Score -920798.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -920978.312500 Penalty: 2679.496826
	Iteration 3Q: 3 clusters Score -920978.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -921130.250000 Penalty: 2679.496826
	Iteration 4Q: 3 clusters Score -921130.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -921281.937500 Penalty: 2679.496826
	Iteration 5Q: 3 clusters Score -921281.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -921399.875000 Penalty: 2679.496826
	Iteration 6Q: 3 clusters Score -921399.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -921530.500000 Penalty: 2679.496826
	Iteration 7Q: 3 clusters Score -921530.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -921679.187500 Penalty: 2679.496826
	Iteration 8Q: 3 clusters Score -921679.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -921863.375000 Penalty: 2679.496826
	Iteration 9Q: 3 clusters Score -921863.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -922089.562500 Penalty: 2679.496826
	Iteration 10Q: 3 clusters Score -922089.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -922331.812500 Penalty: 2679.496826
	Iteration 11Q: 3 clusters Score -922331.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -922565.687500 Penalty: 2679.496826
	Iteration 12Q: 3 clusters Score -922565.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -922795.062500 Penalty: 2679.496826
	Iteration 13Q: 3 clusters Score -922795.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -922988.687500 Penalty: 2679.496826
	Iteration 14Q: 3 clusters Score -922988.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -923132.750000 Penalty: 2679.496826
	Iteration 15Q: 3 clusters Score -923132.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -923226.375000 Penalty: 2679.496826
	Iteration 16Q: 3 clusters Score -923226.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -923297.187500 Penalty: 2679.496826
	Iteration 17Q: 3 clusters Score -923297.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -923346.187500 Penalty: 2679.496826
	Iteration 18Q: 3 clusters Score -923346.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -923409.500000 Penalty: 2679.496826
	Iteration 19Q: 3 clusters Score -923409.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -923474.000000 Penalty: 2679.496826
	Iteration 20F: 3 clusters Score -923474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -923520.562500 Penalty: 2679.496826
	Iteration 21Q: 3 clusters Score -923520.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -923543.750000 Penalty: 2679.496826
	Iteration 22Q: 3 clusters Score -923543.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -923565.312500 Penalty: 2679.496826
	Iteration 23Q: 3 clusters Score -923565.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -923585.250000 Penalty: 2679.496826
	Iteration 24Q: 3 clusters Score -923585.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -923595.687500 Penalty: 2679.496826
	Iteration 25Q: 3 clusters Score -923595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -923606.062500 Penalty: 2679.496826
	Iteration 26Q: 3 clusters Score -923606.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -923616.875000 Penalty: 2679.496826
	Iteration 27Q: 3 clusters Score -923616.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -923632.562500 Penalty: 2679.496826
	Iteration 28Q: 3 clusters Score -923632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -923642.187500 Penalty: 2679.496826
	Iteration 29Q: 3 clusters Score -923642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -923651.125000 Penalty: 2679.496826
	Iteration 30Q: 3 clusters Score -923651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -923653.625000 Penalty: 2679.496826
	Iteration 31Q: 3 clusters Score -923653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -923658.062500 Penalty: 2679.496826
	Iteration 32Q: 3 clusters Score -923658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -923658.437500 Penalty: 2679.496826
	Iteration 33Q: 3 clusters Score -923658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -923662.062500 Penalty: 2679.496826
	Iteration 34Q: 3 clusters Score -923662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -923663.250000 Penalty: 2679.496826
	Iteration 35Q: 3 clusters Score -923663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -923664.125000 Penalty: 2679.496826
	Iteration 36Q: 3 clusters Score -923664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -923664.500000 Penalty: 2679.496826
	Iteration 37Q: 3 clusters Score -923664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -923664.500000 Penalty: 2679.496826
	Iteration 38F: 3 clusters Score -923664.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Entering Unmasked Estep 
Score: -3049012.000000 Penalty: 1521.510986
	Iteration 0F: 2 clusters Score -3049012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3031216.000000 Penalty: 3043.021973
	Iteration 0F: 3 clusters Score -3031216 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3037936.500000 Penalty: 3043.021973
	Iteration 1F: 3 clusters Score -3037936 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3038531.250000 Penalty: 3043.021973
	Iteration 2F: 3 clusters Score -3038531 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3039221.750000 Penalty: 3043.021973
	Iteration 3F: 3 clusters Score -3039222 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3040122.250000 Penalty: 3043.021973
	Iteration 4F: 3 clusters Score -3040122 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3041414.000000 Penalty: 3043.021973
	Iteration 5F: 3 clusters Score -3041414 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3043040.000000 Penalty: 3043.021973
	Iteration 6F: 3 clusters Score -3043040 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3044716.500000 Penalty: 3043.021973
	Iteration 7F: 3 clusters Score -3044716 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3046113.500000 Penalty: 3043.021973
	Iteration 8F: 3 clusters Score -3046114 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3046964.000000 Penalty: 3043.021973
	Iteration 9Q: 3 clusters Score -3046964 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3047373.250000 Penalty: 3043.021973
	Iteration 10Q: 3 clusters Score -3047373 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3047592.500000 Penalty: 3043.021973
	Iteration 11Q: 3 clusters Score -3047592 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3047731.500000 Penalty: 3043.021973
	Iteration 12Q: 3 clusters Score -3047732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3047803.500000 Penalty: 3043.021973
	Iteration 13Q: 3 clusters Score -3047804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3047868.000000 Penalty: 3043.021973
	Iteration 14Q: 3 clusters Score -3047868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3047916.000000 Penalty: 3043.021973
	Iteration 15Q: 3 clusters Score -3047916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3047951.250000 Penalty: 3043.021973
	Iteration 16Q: 3 clusters Score -3047951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3047990.000000 Penalty: 3043.021973
	Iteration 17Q: 3 clusters Score -3047990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3048017.250000 Penalty: 3043.021973
	Iteration 18Q: 3 clusters Score -3048017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3048041.250000 Penalty: 3043.021973
	Iteration 19Q: 3 clusters Score -3048041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3048053.000000 Penalty: 3043.021973
	Iteration 20F: 3 clusters Score -3048053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3048089.500000 Penalty: 3043.021973
	Iteration 21Q: 3 clusters Score -3048090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3048118.250000 Penalty: 3043.021973
	Iteration 22Q: 3 clusters Score -3048118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3048140.000000 Penalty: 3043.021973
	Iteration 23Q: 3 clusters Score -3048140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3048159.250000 Penalty: 3043.021973
	Iteration 24Q: 3 clusters Score -3048159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3048191.500000 Penalty: 3043.021973
	Iteration 25Q: 3 clusters Score -3048192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3048216.750000 Penalty: 3043.021973
	Iteration 26Q: 3 clusters Score -3048217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3048239.250000 Penalty: 3043.021973
	Iteration 27Q: 3 clusters Score -3048239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3048257.500000 Penalty: 3043.021973
	Iteration 28Q: 3 clusters Score -3048258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3048267.000000 Penalty: 3043.021973
	Iteration 29Q: 3 clusters Score -3048267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3048273.500000 Penalty: 3043.021973
	Iteration 30Q: 3 clusters Score -3048274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3048293.500000 Penalty: 3043.021973
	Iteration 31Q: 3 clusters Score -3048294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3048312.000000 Penalty: 3043.021973
	Iteration 32Q: 3 clusters Score -3048312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3048320.000000 Penalty: 3043.021973
	Iteration 33Q: 3 clusters Score -3048320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3048323.500000 Penalty: 3043.021973
	Iteration 34Q: 3 clusters Score -3048324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3048319.000000 Penalty: 3043.021973
	Iteration 35Q: 3 clusters Score -3048319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3048326.750000 Penalty: 3043.021973
	Iteration 36Q: 3 clusters Score -3048327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3048329.500000 Penalty: 3043.021973
	Iteration 37Q: 3 clusters Score -3048330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3048335.500000 Penalty: 3043.021973
	Iteration 38Q: 3 clusters Score -3048336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3048340.250000 Penalty: 3043.021973
	Iteration 39Q: 3 clusters Score -3048340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3048345.500000 Penalty: 3043.021973
	Iteration 40F: 3 clusters Score -3048346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3048343.250000 Penalty: 3043.021973
	Iteration 41Q: 3 clusters Score -3048343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3048349.000000 Penalty: 3043.021973
	Iteration 42Q: 3 clusters Score -3048349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3048350.250000 Penalty: 3043.021973
	Iteration 43Q: 3 clusters Score -3048350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3048347.000000 Penalty: 3043.021973
	Iteration 44Q: 3 clusters Score -3048347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3048355.000000 Penalty: 3043.021973
	Iteration 45Q: 3 clusters Score -3048355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3048357.000000 Penalty: 3043.021973
	Iteration 46Q: 3 clusters Score -3048357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3048357.500000 Penalty: 3043.021973
	Iteration 47Q: 3 clusters Score -3048358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3048358.000000 Penalty: 3043.021973
	Iteration 48Q: 3 clusters Score -3048358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3048361.750000 Penalty: 3043.021973
	Iteration 49Q: 3 clusters Score -3048362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3048357.750000 Penalty: 3043.021973
	Iteration 50Q: 3 clusters Score -3048358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3048359.500000 Penalty: 3043.021973
	Iteration 51Q: 3 clusters Score -3048360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3048358.500000 Penalty: 3043.021973
	Iteration 52Q: 3 clusters Score -3048358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3048362.500000 Penalty: 3043.021973
	Iteration 53Q: 3 clusters Score -3048362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3048362.250000 Penalty: 3043.021973
	Iteration 54Q: 3 clusters Score -3048362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3048363.000000 Penalty: 3043.021973
	Iteration 55Q: 3 clusters Score -3048363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3048367.500000 Penalty: 3043.021973
	Iteration 56Q: 3 clusters Score -3048368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3048364.250000 Penalty: 3043.021973
	Iteration 57Q: 3 clusters Score -3048364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3048365.750000 Penalty: 3043.021973
	Iteration 58Q: 3 clusters Score -3048366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3048364.250000 Penalty: 3043.021973
	Iteration 59Q: 3 clusters Score -3048364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3048365.000000 Penalty: 3043.021973
	Iteration 60F: 3 clusters Score -3048365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -788815.562500 Penalty: 1331.123657
	Iteration 0F: 2 clusters Score -788815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -783551.750000 Penalty: 2662.247314
	Iteration 0F: 3 clusters Score -783551.8 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -785267.937500 Penalty: 2662.247314
	Iteration 1F: 3 clusters Score -785267.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -785608.687500 Penalty: 2662.247314
	Iteration 2F: 3 clusters Score -785608.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -785847.000000 Penalty: 2662.247314
	Iteration 3F: 3 clusters Score -785847 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -786042.250000 Penalty: 2662.247314
	Iteration 4Q: 3 clusters Score -786042.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -786217.312500 Penalty: 2662.247314
	Iteration 5Q: 3 clusters Score -786217.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -786361.750000 Penalty: 2662.247314
	Iteration 6Q: 3 clusters Score -786361.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -786484.125000 Penalty: 2662.247314
	Iteration 7Q: 3 clusters Score -786484.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -786608.500000 Penalty: 2662.247314
	Iteration 8Q: 3 clusters Score -786608.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -786730.500000 Penalty: 2662.247314
	Iteration 9Q: 3 clusters Score -786730.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -786843.875000 Penalty: 2662.247314
	Iteration 10Q: 3 clusters Score -786843.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -786968.687500 Penalty: 2662.247314
	Iteration 11Q: 3 clusters Score -786968.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -787077.000000 Penalty: 2662.247314
	Iteration 12Q: 3 clusters Score -787077 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -787192.437500 Penalty: 2662.247314
	Iteration 13Q: 3 clusters Score -787192.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -787341.375000 Penalty: 2662.247314
	Iteration 14Q: 3 clusters Score -787341.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -787544.125000 Penalty: 2662.247314
	Iteration 15Q: 3 clusters Score -787544.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -787714.812500 Penalty: 2662.247314
	Iteration 16Q: 3 clusters Score -787714.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -787837.375000 Penalty: 2662.247314
	Iteration 17Q: 3 clusters Score -787837.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -787930.437500 Penalty: 2662.247314
	Iteration 18Q: 3 clusters Score -787930.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -788005.750000 Penalty: 2662.247314
	Iteration 19Q: 3 clusters Score -788005.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -788062.062500 Penalty: 2662.247314
	Iteration 20F: 3 clusters Score -788062.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -788104.000000 Penalty: 2662.247314
	Iteration 21Q: 3 clusters Score -788104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -788133.062500 Penalty: 2662.247314
	Iteration 22Q: 3 clusters Score -788133.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -788170.500000 Penalty: 2662.247314
	Iteration 23Q: 3 clusters Score -788170.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -788204.687500 Penalty: 2662.247314
	Iteration 24Q: 3 clusters Score -788204.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -788231.812500 Penalty: 2662.247314
	Iteration 25Q: 3 clusters Score -788231.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -788273.000000 Penalty: 2662.247314
	Iteration 26Q: 3 clusters Score -788273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -788306.500000 Penalty: 2662.247314
	Iteration 27Q: 3 clusters Score -788306.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -788336.125000 Penalty: 2662.247314
	Iteration 28Q: 3 clusters Score -788336.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -788363.312500 Penalty: 2662.247314
	Iteration 29Q: 3 clusters Score -788363.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -788389.062500 Penalty: 2662.247314
	Iteration 30Q: 3 clusters Score -788389.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -788414.687500 Penalty: 2662.247314
	Iteration 31Q: 3 clusters Score -788414.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -788434.500000 Penalty: 2662.247314
	Iteration 32Q: 3 clusters Score -788434.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -788452.937500 Penalty: 2662.247314
	Iteration 33Q: 3 clusters Score -788452.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -788473.250000 Penalty: 2662.247314
	Iteration 34Q: 3 clusters Score -788473.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -788487.187500 Penalty: 2662.247314
	Iteration 35Q: 3 clusters Score -788487.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -788506.750000 Penalty: 2662.247314
	Iteration 36Q: 3 clusters Score -788506.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -788526.812500 Penalty: 2662.247314
	Iteration 37Q: 3 clusters Score -788526.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -788545.625000 Penalty: 2662.247314
	Iteration 38Q: 3 clusters Score -788545.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -788564.000000 Penalty: 2662.247314
	Iteration 39Q: 3 clusters Score -788564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -788591.375000 Penalty: 2662.247314
	Iteration 40F: 3 clusters Score -788591.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -788609.125000 Penalty: 2662.247314
	Iteration 41Q: 3 clusters Score -788609.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -788627.062500 Penalty: 2662.247314
	Iteration 42Q: 3 clusters Score -788627.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -788646.687500 Penalty: 2662.247314
	Iteration 43Q: 3 clusters Score -788646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -788668.250000 Penalty: 2662.247314
	Iteration 44Q: 3 clusters Score -788668.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -788686.687500 Penalty: 2662.247314
	Iteration 45Q: 3 clusters Score -788686.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -788706.250000 Penalty: 2662.247314
	Iteration 46Q: 3 clusters Score -788706.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -788728.875000 Penalty: 2662.247314
	Iteration 47Q: 3 clusters Score -788728.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -788740.625000 Penalty: 2662.247314
	Iteration 48Q: 3 clusters Score -788740.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -788752.500000 Penalty: 2662.247314
	Iteration 49Q: 3 clusters Score -788752.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -788770.437500 Penalty: 2662.247314
	Iteration 50Q: 3 clusters Score -788770.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -788786.062500 Penalty: 2662.247314
	Iteration 51Q: 3 clusters Score -788786.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -788797.437500 Penalty: 2662.247314
	Iteration 52Q: 3 clusters Score -788797.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -788807.875000 Penalty: 2662.247314
	Iteration 53Q: 3 clusters Score -788807.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -788814.562500 Penalty: 2662.247314
	Iteration 54Q: 3 clusters Score -788814.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -788824.750000 Penalty: 2662.247314
	Iteration 55Q: 3 clusters Score -788824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -788828.375000 Penalty: 2662.247314
	Iteration 56Q: 3 clusters Score -788828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -788832.000000 Penalty: 2662.247314
	Iteration 57Q: 3 clusters Score -788832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -788841.312500 Penalty: 2662.247314
	Iteration 58Q: 3 clusters Score -788841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -788845.000000 Penalty: 2662.247314
	Iteration 59Q: 3 clusters Score -788845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -788850.000000 Penalty: 2662.247314
	Iteration 60F: 3 clusters Score -788850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -788853.375000 Penalty: 2662.247314
	Iteration 61Q: 3 clusters Score -788853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -788857.687500 Penalty: 2662.247314
	Iteration 62Q: 3 clusters Score -788857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -788859.625000 Penalty: 2662.247314
	Iteration 63Q: 3 clusters Score -788859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -788860.375000 Penalty: 2662.247314
	Iteration 64Q: 3 clusters Score -788860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -788861.750000 Penalty: 2662.247314
	Iteration 65Q: 3 clusters Score -788861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -788864.937500 Penalty: 2662.247314
	Iteration 66Q: 3 clusters Score -788864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -788865.875000 Penalty: 2662.247314
	Iteration 67Q: 3 clusters Score -788865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -788865.625000 Penalty: 2662.247314
	Iteration 68Q: 3 clusters Score -788865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -788865.625000 Penalty: 2662.247314
	Iteration 69F: 3 clusters Score -788865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75719 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 1135 members 
Entering Unmasked Estep 
Score: -111088472.000000 Penalty: 117209.742188
Splitting cluster 23 changes total score from -111089304.000000 to -111088472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46807.023438 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46807.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47014.640625 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -47014.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47102.546875 Penalty: 1874.567383
	Iteration 2Q: 3 clusters Score -47102.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47153.335938 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47153.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47178.574219 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47178.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47189.546875 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47189.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47199.386719 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47199.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47202.875000 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47202.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47202.875000 Penalty: 1874.567383
	Iteration 8F: 3 clusters Score -47202.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Entering Unmasked Estep 
Score: -912633.250000 Penalty: 1340.186890
	Iteration 0F: 2 clusters Score -912633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -907097.562500 Penalty: 2680.373779
	Iteration 0F: 3 clusters Score -907097.6 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -908838.375000 Penalty: 2680.373779
	Iteration 1F: 3 clusters Score -908838.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -909183.687500 Penalty: 2680.373779
	Iteration 2F: 3 clusters Score -909183.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -909466.500000 Penalty: 2680.373779
	Iteration 3F: 3 clusters Score -909466.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -909711.687500 Penalty: 2680.373779
	Iteration 4F: 3 clusters Score -909711.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -909920.312500 Penalty: 2680.373779
	Iteration 5Q: 3 clusters Score -909920.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -910154.187500 Penalty: 2680.373779
	Iteration 6Q: 3 clusters Score -910154.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -910436.562500 Penalty: 2680.373779
	Iteration 7Q: 3 clusters Score -910436.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -910726.875000 Penalty: 2680.373779
	Iteration 8Q: 3 clusters Score -910726.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -910949.875000 Penalty: 2680.373779
	Iteration 9Q: 3 clusters Score -910949.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -911154.000000 Penalty: 2680.373779
	Iteration 10Q: 3 clusters Score -911154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -911341.937500 Penalty: 2680.373779
	Iteration 11Q: 3 clusters Score -911341.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -911495.625000 Penalty: 2680.373779
	Iteration 12Q: 3 clusters Score -911495.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -911646.687500 Penalty: 2680.373779
	Iteration 13Q: 3 clusters Score -911646.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -911763.937500 Penalty: 2680.373779
	Iteration 14Q: 3 clusters Score -911763.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -911865.062500 Penalty: 2680.373779
	Iteration 15Q: 3 clusters Score -911865.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -911936.562500 Penalty: 2680.373779
	Iteration 16Q: 3 clusters Score -911936.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -911989.125000 Penalty: 2680.373779
	Iteration 17Q: 3 clusters Score -911989.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -912029.000000 Penalty: 2680.373779
	Iteration 18Q: 3 clusters Score -912029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -912054.625000 Penalty: 2680.373779
	Iteration 19Q: 3 clusters Score -912054.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -912071.187500 Penalty: 2680.373779
	Iteration 20F: 3 clusters Score -912071.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -912081.875000 Penalty: 2680.373779
	Iteration 21Q: 3 clusters Score -912081.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -912095.687500 Penalty: 2680.373779
	Iteration 22Q: 3 clusters Score -912095.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -912110.625000 Penalty: 2680.373779
	Iteration 23Q: 3 clusters Score -912110.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -912123.437500 Penalty: 2680.373779
	Iteration 24Q: 3 clusters Score -912123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -912128.437500 Penalty: 2680.373779
	Iteration 25Q: 3 clusters Score -912128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -912135.000000 Penalty: 2680.373779
	Iteration 26Q: 3 clusters Score -912135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -912141.125000 Penalty: 2680.373779
	Iteration 27Q: 3 clusters Score -912141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -912144.375000 Penalty: 2680.373779
	Iteration 28Q: 3 clusters Score -912144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -912148.625000 Penalty: 2680.373779
	Iteration 29Q: 3 clusters Score -912148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -912150.437500 Penalty: 2680.373779
	Iteration 30Q: 3 clusters Score -912150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -912153.375000 Penalty: 2680.373779
	Iteration 31Q: 3 clusters Score -912153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -912156.562500 Penalty: 2680.373779
	Iteration 32Q: 3 clusters Score -912156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -912158.562500 Penalty: 2680.373779
	Iteration 33Q: 3 clusters Score -912158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -912160.875000 Penalty: 2680.373779
	Iteration 34Q: 3 clusters Score -912160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -912166.625000 Penalty: 2680.373779
	Iteration 35Q: 3 clusters Score -912166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -912166.250000 Penalty: 2680.373779
	Iteration 36Q: 3 clusters Score -912166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -912167.812500 Penalty: 2680.373779
	Iteration 37Q: 3 clusters Score -912167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -912168.437500 Penalty: 2680.373779
	Iteration 38Q: 3 clusters Score -912168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -912168.437500 Penalty: 2680.373779
	Iteration 39Q: 3 clusters Score -912168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -912168.500000 Penalty: 2680.373779
	Iteration 40F: 3 clusters Score -912168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Entering Unmasked Estep 
Score: -1880362.250000 Penalty: 1444.345215
	Iteration 0F: 2 clusters Score -1880362 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 8210 members 
Entering Unmasked Estep 
Score: -1869459.125000 Penalty: 2888.690430
	Iteration 0F: 3 clusters Score -1869459 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1873314.125000 Penalty: 2888.690430
	Iteration 1F: 3 clusters Score -1873314 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1873697.375000 Penalty: 2888.690430
	Iteration 2F: 3 clusters Score -1873697 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1873987.000000 Penalty: 2888.690430
	Iteration 3Q: 3 clusters Score -1873987 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1874203.750000 Penalty: 2888.690430
	Iteration 4Q: 3 clusters Score -1874204 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1874376.625000 Penalty: 2888.690430
	Iteration 5Q: 3 clusters Score -1874377 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1874502.250000 Penalty: 2888.690430
	Iteration 6Q: 3 clusters Score -1874502 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1874624.125000 Penalty: 2888.690430
	Iteration 7Q: 3 clusters Score -1874624 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1874719.250000 Penalty: 2888.690430
	Iteration 8Q: 3 clusters Score -1874719 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1874811.500000 Penalty: 2888.690430
	Iteration 9Q: 3 clusters Score -1874812 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1874907.500000 Penalty: 2888.690430
	Iteration 10Q: 3 clusters Score -1874908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1874987.750000 Penalty: 2888.690430
	Iteration 11Q: 3 clusters Score -1874988 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1875103.625000 Penalty: 2888.690430
	Iteration 12Q: 3 clusters Score -1875104 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1875217.750000 Penalty: 2888.690430
	Iteration 13Q: 3 clusters Score -1875218 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1875379.000000 Penalty: 2888.690430
	Iteration 14Q: 3 clusters Score -1875379 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1875582.625000 Penalty: 2888.690430
	Iteration 15Q: 3 clusters Score -1875583 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1875833.250000 Penalty: 2888.690430
	Iteration 16Q: 3 clusters Score -1875833 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1876157.375000 Penalty: 2888.690430
	Iteration 17Q: 3 clusters Score -1876157 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1876507.500000 Penalty: 2888.690430
	Iteration 18Q: 3 clusters Score -1876508 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1876903.875000 Penalty: 2888.690430
	Iteration 19Q: 3 clusters Score -1876904 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1877293.000000 Penalty: 2888.690430
	Iteration 20F: 3 clusters Score -1877293 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1877633.125000 Penalty: 2888.690430
	Iteration 21Q: 3 clusters Score -1877633 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1877940.125000 Penalty: 2888.690430
	Iteration 22Q: 3 clusters Score -1877940 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1878201.625000 Penalty: 2888.690430
	Iteration 23Q: 3 clusters Score -1878202 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1878381.500000 Penalty: 2888.690430
	Iteration 24Q: 3 clusters Score -1878382 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1878540.000000 Penalty: 2888.690430
	Iteration 25Q: 3 clusters Score -1878540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1878689.750000 Penalty: 2888.690430
	Iteration 26Q: 3 clusters Score -1878690 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1878807.625000 Penalty: 2888.690430
	Iteration 27Q: 3 clusters Score -1878808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1878886.750000 Penalty: 2888.690430
	Iteration 28Q: 3 clusters Score -1878887 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1878943.500000 Penalty: 2888.690430
	Iteration 29Q: 3 clusters Score -1878944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1878975.375000 Penalty: 2888.690430
	Iteration 30Q: 3 clusters Score -1878975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1879012.250000 Penalty: 2888.690430
	Iteration 31Q: 3 clusters Score -1879012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1879051.750000 Penalty: 2888.690430
	Iteration 32Q: 3 clusters Score -1879052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1879087.250000 Penalty: 2888.690430
	Iteration 33Q: 3 clusters Score -1879087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1879109.500000 Penalty: 2888.690430
	Iteration 34Q: 3 clusters Score -1879110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1879120.250000 Penalty: 2888.690430
	Iteration 35Q: 3 clusters Score -1879120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1879128.625000 Penalty: 2888.690430
	Iteration 36Q: 3 clusters Score -1879129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1879138.250000 Penalty: 2888.690430
	Iteration 37Q: 3 clusters Score -1879138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1879145.375000 Penalty: 2888.690430
	Iteration 38Q: 3 clusters Score -1879145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1879150.250000 Penalty: 2888.690430
	Iteration 39Q: 3 clusters Score -1879150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1879160.625000 Penalty: 2888.690430
	Iteration 40F: 3 clusters Score -1879161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1879173.250000 Penalty: 2888.690430
	Iteration 41Q: 3 clusters Score -1879173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1879181.750000 Penalty: 2888.690430
	Iteration 42Q: 3 clusters Score -1879182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1879192.750000 Penalty: 2888.690430
	Iteration 43Q: 3 clusters Score -1879193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1879195.750000 Penalty: 2888.690430
	Iteration 44Q: 3 clusters Score -1879196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1879204.750000 Penalty: 2888.690430
	Iteration 45Q: 3 clusters Score -1879205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1879211.375000 Penalty: 2888.690430
	Iteration 46Q: 3 clusters Score -1879211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1879220.250000 Penalty: 2888.690430
	Iteration 47Q: 3 clusters Score -1879220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1879221.500000 Penalty: 2888.690430
	Iteration 48Q: 3 clusters Score -1879222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1879221.625000 Penalty: 2888.690430
	Iteration 49Q: 3 clusters Score -1879222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1879224.500000 Penalty: 2888.690430
	Iteration 50Q: 3 clusters Score -1879224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1879224.625000 Penalty: 2888.690430
	Iteration 51Q: 3 clusters Score -1879225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1879224.625000 Penalty: 2888.690430
	Iteration 52F: 3 clusters Score -1879225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Entering Unmasked Estep 
Score: -1519900.500000 Penalty: 1416.514771
	Iteration 0F: 2 clusters Score -1519900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1510899.000000 Penalty: 2833.029541
	Iteration 0F: 3 clusters Score -1510899 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1514059.875000 Penalty: 2833.029541
	Iteration 1F: 3 clusters Score -1514060 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1514440.375000 Penalty: 2833.029541
	Iteration 2F: 3 clusters Score -1514440 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1514740.000000 Penalty: 2833.029541
	Iteration 3F: 3 clusters Score -1514740 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1515007.375000 Penalty: 2833.029541
	Iteration 4Q: 3 clusters Score -1515007 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1515260.875000 Penalty: 2833.029541
	Iteration 5Q: 3 clusters Score -1515261 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1515493.750000 Penalty: 2833.029541
	Iteration 6Q: 3 clusters Score -1515494 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1515709.250000 Penalty: 2833.029541
	Iteration 7Q: 3 clusters Score -1515709 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1515955.875000 Penalty: 2833.029541
	Iteration 8Q: 3 clusters Score -1515956 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1516253.500000 Penalty: 2833.029541
	Iteration 9Q: 3 clusters Score -1516254 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1516604.125000 Penalty: 2833.029541
	Iteration 10Q: 3 clusters Score -1516604 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1516989.000000 Penalty: 2833.029541
	Iteration 11Q: 3 clusters Score -1516989 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1517377.875000 Penalty: 2833.029541
	Iteration 12Q: 3 clusters Score -1517378 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1517731.500000 Penalty: 2833.029541
	Iteration 13Q: 3 clusters Score -1517732 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1518044.000000 Penalty: 2833.029541
	Iteration 14Q: 3 clusters Score -1518044 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1518298.125000 Penalty: 2833.029541
	Iteration 15Q: 3 clusters Score -1518298 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1518498.000000 Penalty: 2833.029541
	Iteration 16Q: 3 clusters Score -1518498 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1518664.375000 Penalty: 2833.029541
	Iteration 17Q: 3 clusters Score -1518664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1518783.250000 Penalty: 2833.029541
	Iteration 18Q: 3 clusters Score -1518783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1518880.500000 Penalty: 2833.029541
	Iteration 19Q: 3 clusters Score -1518880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1518957.125000 Penalty: 2833.029541
	Iteration 20F: 3 clusters Score -1518957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1519007.500000 Penalty: 2833.029541
	Iteration 21Q: 3 clusters Score -1519008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1519038.125000 Penalty: 2833.029541
	Iteration 22Q: 3 clusters Score -1519038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1519060.500000 Penalty: 2833.029541
	Iteration 23Q: 3 clusters Score -1519060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1519074.500000 Penalty: 2833.029541
	Iteration 24Q: 3 clusters Score -1519074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1519082.875000 Penalty: 2833.029541
	Iteration 25Q: 3 clusters Score -1519083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1519085.500000 Penalty: 2833.029541
	Iteration 26Q: 3 clusters Score -1519086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1519092.500000 Penalty: 2833.029541
	Iteration 27Q: 3 clusters Score -1519092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1519098.125000 Penalty: 2833.029541
	Iteration 28Q: 3 clusters Score -1519098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1519103.500000 Penalty: 2833.029541
	Iteration 29Q: 3 clusters Score -1519104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1519103.625000 Penalty: 2833.029541
	Iteration 30Q: 3 clusters Score -1519104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1519108.875000 Penalty: 2833.029541
	Iteration 31Q: 3 clusters Score -1519109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1519108.500000 Penalty: 2833.029541
	Iteration 32Q: 3 clusters Score -1519108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1519113.750000 Penalty: 2833.029541
	Iteration 33Q: 3 clusters Score -1519114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1519117.500000 Penalty: 2833.029541
	Iteration 34Q: 3 clusters Score -1519118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1519118.750000 Penalty: 2833.029541
	Iteration 35Q: 3 clusters Score -1519119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1519123.875000 Penalty: 2833.029541
	Iteration 36Q: 3 clusters Score -1519124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1519127.750000 Penalty: 2833.029541
	Iteration 37Q: 3 clusters Score -1519128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1519127.500000 Penalty: 2833.029541
	Iteration 38Q: 3 clusters Score -1519128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1519131.000000 Penalty: 2833.029541
	Iteration 39Q: 3 clusters Score -1519131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1519134.000000 Penalty: 2833.029541
	Iteration 40F: 3 clusters Score -1519134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1519136.000000 Penalty: 2833.029541
	Iteration 41Q: 3 clusters Score -1519136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1519138.125000 Penalty: 2833.029541
	Iteration 42Q: 3 clusters Score -1519138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1519141.500000 Penalty: 2833.029541
	Iteration 43Q: 3 clusters Score -1519142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1519141.500000 Penalty: 2833.029541
	Iteration 44Q: 3 clusters Score -1519142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1519143.500000 Penalty: 2833.029541
	Iteration 45Q: 3 clusters Score -1519144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1519142.500000 Penalty: 2833.029541
	Iteration 46Q: 3 clusters Score -1519142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1519141.875000 Penalty: 2833.029541
	Iteration 47Q: 3 clusters Score -1519142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1519146.250000 Penalty: 2833.029541
	Iteration 48Q: 3 clusters Score -1519146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1519145.125000 Penalty: 2833.029541
	Iteration 49Q: 3 clusters Score -1519145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1519145.125000 Penalty: 2833.029541
	Iteration 50F: 3 clusters Score -1519145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Entering Unmasked Estep 
Score: -2469073.500000 Penalty: 1481.153931
	Iteration 0F: 2 clusters Score -2469074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2455384.250000 Penalty: 2962.307861
	Iteration 0F: 3 clusters Score -2455384 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2460391.000000 Penalty: 2962.307861
	Iteration 1F: 3 clusters Score -2460391 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2460727.000000 Penalty: 2962.307861
	Iteration 2F: 3 clusters Score -2460727 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2460955.000000 Penalty: 2962.307861
	Iteration 3Q: 3 clusters Score -2460955 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2461124.250000 Penalty: 2962.307861
	Iteration 4Q: 3 clusters Score -2461124 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2461264.500000 Penalty: 2962.307861
	Iteration 5Q: 3 clusters Score -2461264 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2461359.500000 Penalty: 2962.307861
	Iteration 6Q: 3 clusters Score -2461360 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2461438.750000 Penalty: 2962.307861
	Iteration 7Q: 3 clusters Score -2461439 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2461508.000000 Penalty: 2962.307861
	Iteration 8Q: 3 clusters Score -2461508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2461571.000000 Penalty: 2962.307861
	Iteration 9Q: 3 clusters Score -2461571 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2461622.000000 Penalty: 2962.307861
	Iteration 10Q: 3 clusters Score -2461622 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2461672.000000 Penalty: 2962.307861
	Iteration 11Q: 3 clusters Score -2461672 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2461702.250000 Penalty: 2962.307861
	Iteration 12Q: 3 clusters Score -2461702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2461740.500000 Penalty: 2962.307861
	Iteration 13Q: 3 clusters Score -2461740 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2461774.500000 Penalty: 2962.307861
	Iteration 14Q: 3 clusters Score -2461774 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2461813.250000 Penalty: 2962.307861
	Iteration 15Q: 3 clusters Score -2461813 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2461855.250000 Penalty: 2962.307861
	Iteration 16Q: 3 clusters Score -2461855 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2461897.500000 Penalty: 2962.307861
	Iteration 17Q: 3 clusters Score -2461898 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2461936.500000 Penalty: 2962.307861
	Iteration 18Q: 3 clusters Score -2461936 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2461955.250000 Penalty: 2962.307861
	Iteration 19Q: 3 clusters Score -2461955 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2461990.500000 Penalty: 2962.307861
	Iteration 20F: 3 clusters Score -2461990 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2462006.750000 Penalty: 2962.307861
	Iteration 21Q: 3 clusters Score -2462007 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2462030.250000 Penalty: 2962.307861
	Iteration 22Q: 3 clusters Score -2462030 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2462062.000000 Penalty: 2962.307861
	Iteration 23Q: 3 clusters Score -2462062 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2462090.750000 Penalty: 2962.307861
	Iteration 24Q: 3 clusters Score -2462091 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2462124.000000 Penalty: 2962.307861
	Iteration 25Q: 3 clusters Score -2462124 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2462145.000000 Penalty: 2962.307861
	Iteration 26Q: 3 clusters Score -2462145 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2462175.250000 Penalty: 2962.307861
	Iteration 27Q: 3 clusters Score -2462175 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2462235.500000 Penalty: 2962.307861
	Iteration 28Q: 3 clusters Score -2462236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2462308.250000 Penalty: 2962.307861
	Iteration 29Q: 3 clusters Score -2462308 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2462412.750000 Penalty: 2962.307861
	Iteration 30Q: 3 clusters Score -2462413 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2462520.000000 Penalty: 2962.307861
	Iteration 31Q: 3 clusters Score -2462520 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2462669.250000 Penalty: 2962.307861
	Iteration 32Q: 3 clusters Score -2462669 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2462906.500000 Penalty: 2962.307861
	Iteration 33Q: 3 clusters Score -2462906 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2463166.500000 Penalty: 2962.307861
	Iteration 34Q: 3 clusters Score -2463166 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2463513.250000 Penalty: 2962.307861
	Iteration 35Q: 3 clusters Score -2463513 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2463928.250000 Penalty: 2962.307861
	Iteration 36Q: 3 clusters Score -2463928 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2464320.250000 Penalty: 2962.307861
	Iteration 37Q: 3 clusters Score -2464320 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2464722.750000 Penalty: 2962.307861
	Iteration 38Q: 3 clusters Score -2464723 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2465083.000000 Penalty: 2962.307861
	Iteration 39Q: 3 clusters Score -2465083 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2465409.250000 Penalty: 2962.307861
	Iteration 40F: 3 clusters Score -2465409 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2465721.500000 Penalty: 2962.307861
	Iteration 41Q: 3 clusters Score -2465722 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2466033.750000 Penalty: 2962.307861
	Iteration 42Q: 3 clusters Score -2466034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2466319.000000 Penalty: 2962.307861
	Iteration 43Q: 3 clusters Score -2466319 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2466563.250000 Penalty: 2962.307861
	Iteration 44Q: 3 clusters Score -2466563 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2466831.500000 Penalty: 2962.307861
	Iteration 45Q: 3 clusters Score -2466832 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2467080.250000 Penalty: 2962.307861
	Iteration 46Q: 3 clusters Score -2467080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2467298.500000 Penalty: 2962.307861
	Iteration 47Q: 3 clusters Score -2467298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2467452.750000 Penalty: 2962.307861
	Iteration 48Q: 3 clusters Score -2467453 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2467580.750000 Penalty: 2962.307861
	Iteration 49Q: 3 clusters Score -2467581 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2467686.250000 Penalty: 2962.307861
	Iteration 50Q: 3 clusters Score -2467686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2467750.000000 Penalty: 2962.307861
	Iteration 51Q: 3 clusters Score -2467750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2467785.250000 Penalty: 2962.307861
	Iteration 52Q: 3 clusters Score -2467785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2467821.000000 Penalty: 2962.307861
	Iteration 53Q: 3 clusters Score -2467821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2467845.500000 Penalty: 2962.307861
	Iteration 54Q: 3 clusters Score -2467846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2467855.500000 Penalty: 2962.307861
	Iteration 55Q: 3 clusters Score -2467856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2467876.500000 Penalty: 2962.307861
	Iteration 56Q: 3 clusters Score -2467876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2467883.250000 Penalty: 2962.307861
	Iteration 57Q: 3 clusters Score -2467883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2467889.250000 Penalty: 2962.307861
	Iteration 58Q: 3 clusters Score -2467889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2467902.250000 Penalty: 2962.307861
	Iteration 59Q: 3 clusters Score -2467902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2467909.500000 Penalty: 2962.307861
	Iteration 60F: 3 clusters Score -2467910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2467912.000000 Penalty: 2962.307861
	Iteration 61Q: 3 clusters Score -2467912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2467921.500000 Penalty: 2962.307861
	Iteration 62Q: 3 clusters Score -2467922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2467922.500000 Penalty: 2962.307861
	Iteration 63Q: 3 clusters Score -2467922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2467934.000000 Penalty: 2962.307861
	Iteration 64Q: 3 clusters Score -2467934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2467935.750000 Penalty: 2962.307861
	Iteration 65Q: 3 clusters Score -2467936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2467937.000000 Penalty: 2962.307861
	Iteration 66Q: 3 clusters Score -2467937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2467939.000000 Penalty: 2962.307861
	Iteration 67Q: 3 clusters Score -2467939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2467939.000000 Penalty: 2962.307861
	Iteration 68F: 3 clusters Score -2467939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -932904.125000 Penalty: 1335.611450
	Iteration 0F: 2 clusters Score -932904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -927435.375000 Penalty: 2671.222900
	Iteration 0F: 3 clusters Score -927435.4 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -929239.312500 Penalty: 2671.222900
	Iteration 1F: 3 clusters Score -929239.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -929488.625000 Penalty: 2671.222900
	Iteration 2F: 3 clusters Score -929488.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -929671.812500 Penalty: 2671.222900
	Iteration 3Q: 3 clusters Score -929671.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -929797.062500 Penalty: 2671.222900
	Iteration 4Q: 3 clusters Score -929797.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -929894.750000 Penalty: 2671.222900
	Iteration 5Q: 3 clusters Score -929894.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -929987.937500 Penalty: 2671.222900
	Iteration 6Q: 3 clusters Score -929987.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -930079.125000 Penalty: 2671.222900
	Iteration 7Q: 3 clusters Score -930079.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -930173.562500 Penalty: 2671.222900
	Iteration 8Q: 3 clusters Score -930173.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -930259.187500 Penalty: 2671.222900
	Iteration 9Q: 3 clusters Score -930259.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -930348.625000 Penalty: 2671.222900
	Iteration 10Q: 3 clusters Score -930348.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -930426.437500 Penalty: 2671.222900
	Iteration 11Q: 3 clusters Score -930426.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -930494.187500 Penalty: 2671.222900
	Iteration 12Q: 3 clusters Score -930494.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -930557.187500 Penalty: 2671.222900
	Iteration 13Q: 3 clusters Score -930557.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -930614.187500 Penalty: 2671.222900
	Iteration 14Q: 3 clusters Score -930614.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -930659.562500 Penalty: 2671.222900
	Iteration 15Q: 3 clusters Score -930659.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -930703.375000 Penalty: 2671.222900
	Iteration 16Q: 3 clusters Score -930703.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -930746.937500 Penalty: 2671.222900
	Iteration 17Q: 3 clusters Score -930746.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -930787.250000 Penalty: 2671.222900
	Iteration 18Q: 3 clusters Score -930787.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -930824.000000 Penalty: 2671.222900
	Iteration 19Q: 3 clusters Score -930824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -930856.250000 Penalty: 2671.222900
	Iteration 20F: 3 clusters Score -930856.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -930882.625000 Penalty: 2671.222900
	Iteration 21Q: 3 clusters Score -930882.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -930919.125000 Penalty: 2671.222900
	Iteration 22Q: 3 clusters Score -930919.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -930954.312500 Penalty: 2671.222900
	Iteration 23Q: 3 clusters Score -930954.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -930988.375000 Penalty: 2671.222900
	Iteration 24Q: 3 clusters Score -930988.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -931021.625000 Penalty: 2671.222900
	Iteration 25Q: 3 clusters Score -931021.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -931061.437500 Penalty: 2671.222900
	Iteration 26Q: 3 clusters Score -931061.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -931103.375000 Penalty: 2671.222900
	Iteration 27Q: 3 clusters Score -931103.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -931148.000000 Penalty: 2671.222900
	Iteration 28Q: 3 clusters Score -931148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -931181.125000 Penalty: 2671.222900
	Iteration 29Q: 3 clusters Score -931181.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -931211.000000 Penalty: 2671.222900
	Iteration 30Q: 3 clusters Score -931211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -931247.250000 Penalty: 2671.222900
	Iteration 31Q: 3 clusters Score -931247.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -931278.437500 Penalty: 2671.222900
	Iteration 32Q: 3 clusters Score -931278.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -931325.437500 Penalty: 2671.222900
	Iteration 33Q: 3 clusters Score -931325.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -931365.187500 Penalty: 2671.222900
	Iteration 34Q: 3 clusters Score -931365.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -931401.062500 Penalty: 2671.222900
	Iteration 35Q: 3 clusters Score -931401.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -931435.750000 Penalty: 2671.222900
	Iteration 36Q: 3 clusters Score -931435.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -931470.250000 Penalty: 2671.222900
	Iteration 37Q: 3 clusters Score -931470.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -931503.000000 Penalty: 2671.222900
	Iteration 38Q: 3 clusters Score -931503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -931532.312500 Penalty: 2671.222900
	Iteration 39Q: 3 clusters Score -931532.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -931553.750000 Penalty: 2671.222900
	Iteration 40F: 3 clusters Score -931553.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -931577.375000 Penalty: 2671.222900
	Iteration 41Q: 3 clusters Score -931577.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -931589.000000 Penalty: 2671.222900
	Iteration 42Q: 3 clusters Score -931589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -931596.750000 Penalty: 2671.222900
	Iteration 43Q: 3 clusters Score -931596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -931604.687500 Penalty: 2671.222900
	Iteration 44Q: 3 clusters Score -931604.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -931610.250000 Penalty: 2671.222900
	Iteration 45Q: 3 clusters Score -931610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -931615.375000 Penalty: 2671.222900
	Iteration 46Q: 3 clusters Score -931615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -931619.437500 Penalty: 2671.222900
	Iteration 47Q: 3 clusters Score -931619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -931625.375000 Penalty: 2671.222900
	Iteration 48Q: 3 clusters Score -931625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -931627.250000 Penalty: 2671.222900
	Iteration 49Q: 3 clusters Score -931627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -931628.437500 Penalty: 2671.222900
	Iteration 50Q: 3 clusters Score -931628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -931630.187500 Penalty: 2671.222900
	Iteration 51Q: 3 clusters Score -931630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -931630.375000 Penalty: 2671.222900
	Iteration 52Q: 3 clusters Score -931630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -931635.375000 Penalty: 2671.222900
	Iteration 53Q: 3 clusters Score -931635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -931640.750000 Penalty: 2671.222900
	Iteration 54Q: 3 clusters Score -931640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -931641.000000 Penalty: 2671.222900
	Iteration 55Q: 3 clusters Score -931641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -931646.500000 Penalty: 2671.222900
	Iteration 56Q: 3 clusters Score -931646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -931650.437500 Penalty: 2671.222900
	Iteration 57Q: 3 clusters Score -931650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -931653.000000 Penalty: 2671.222900
	Iteration 58Q: 3 clusters Score -931653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -931655.375000 Penalty: 2671.222900
	Iteration 59Q: 3 clusters Score -931655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -931658.812500 Penalty: 2671.222900
	Iteration 60F: 3 clusters Score -931658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -931663.500000 Penalty: 2671.222900
	Iteration 61Q: 3 clusters Score -931663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -931666.562500 Penalty: 2671.222900
	Iteration 62Q: 3 clusters Score -931666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -931668.687500 Penalty: 2671.222900
	Iteration 63Q: 3 clusters Score -931668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -931672.625000 Penalty: 2671.222900
	Iteration 64Q: 3 clusters Score -931672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -931673.625000 Penalty: 2671.222900
	Iteration 65Q: 3 clusters Score -931673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -931677.000000 Penalty: 2671.222900
	Iteration 66Q: 3 clusters Score -931677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -931677.500000 Penalty: 2671.222900
	Iteration 67Q: 3 clusters Score -931677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -931677.812500 Penalty: 2671.222900
	Iteration 68Q: 3 clusters Score -931677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -931682.312500 Penalty: 2671.222900
	Iteration 69Q: 3 clusters Score -931682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -931687.500000 Penalty: 2671.222900
	Iteration 70Q: 3 clusters Score -931687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -931689.375000 Penalty: 2671.222900
	Iteration 71Q: 3 clusters Score -931689.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -931697.500000 Penalty: 2671.222900
	Iteration 72Q: 3 clusters Score -931697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -931697.500000 Penalty: 2671.222900
	Iteration 73Q: 3 clusters Score -931697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -931702.687500 Penalty: 2671.222900
	Iteration 74Q: 3 clusters Score -931702.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -931703.937500 Penalty: 2671.222900
	Iteration 75Q: 3 clusters Score -931703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -931708.250000 Penalty: 2671.222900
	Iteration 76Q: 3 clusters Score -931708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -931709.750000 Penalty: 2671.222900
	Iteration 77Q: 3 clusters Score -931709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -931712.312500 Penalty: 2671.222900
	Iteration 78Q: 3 clusters Score -931712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -931712.000000 Penalty: 2671.222900
	Iteration 79Q: 3 clusters Score -931712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -931711.062500 Penalty: 2671.222900
	Iteration 80F: 3 clusters Score -931711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -931711.437500 Penalty: 2671.222900
	Iteration 81Q: 3 clusters Score -931711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -931711.625000 Penalty: 2671.222900
	Iteration 82Q: 3 clusters Score -931711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -931712.812500 Penalty: 2671.222900
	Iteration 83Q: 3 clusters Score -931712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -931712.812500 Penalty: 2671.222900
	Iteration 84F: 3 clusters Score -931712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Entering Unmasked Estep 
Score: -5908708.500000 Penalty: 1617.978149
	Iteration 0F: 2 clusters Score -5908708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5874142.000000 Penalty: 3235.956299
	Iteration 0F: 3 clusters Score -5874142 nChanged 24511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5888079.000000 Penalty: 3235.956299
	Iteration 1F: 3 clusters Score -5888079 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5888694.000000 Penalty: 3235.956299
	Iteration 2Q: 3 clusters Score -5888694 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5889273.000000 Penalty: 3235.956299
	Iteration 3Q: 3 clusters Score -5889273 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5889829.000000 Penalty: 3235.956299
	Iteration 4Q: 3 clusters Score -5889829 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5890606.500000 Penalty: 3235.956299
	Iteration 5Q: 3 clusters Score -5890606 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5891611.000000 Penalty: 3235.956299
	Iteration 6Q: 3 clusters Score -5891611 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5893020.500000 Penalty: 3235.956299
	Iteration 7F: 3 clusters Score -5893020 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -5894950.500000 Penalty: 3235.956299
	Iteration 8F: 3 clusters Score -5894950 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5897302.000000 Penalty: 3235.956299
	Iteration 9F: 3 clusters Score -5897302 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5899721.000000 Penalty: 3235.956299
	Iteration 10F: 3 clusters Score -5899721 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -5901746.000000 Penalty: 3235.956299
	Iteration 11Q: 3 clusters Score -5901746 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5903133.500000 Penalty: 3235.956299
	Iteration 12Q: 3 clusters Score -5903134 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5904013.500000 Penalty: 3235.956299
	Iteration 13Q: 3 clusters Score -5904014 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5904523.000000 Penalty: 3235.956299
	Iteration 14Q: 3 clusters Score -5904523 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5904906.000000 Penalty: 3235.956299
	Iteration 15Q: 3 clusters Score -5904906 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5905261.500000 Penalty: 3235.956299
	Iteration 16Q: 3 clusters Score -5905262 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5905561.000000 Penalty: 3235.956299
	Iteration 17Q: 3 clusters Score -5905561 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5905817.500000 Penalty: 3235.956299
	Iteration 18Q: 3 clusters Score -5905818 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5906085.500000 Penalty: 3235.956299
	Iteration 19Q: 3 clusters Score -5906086 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5906310.500000 Penalty: 3235.956299
	Iteration 20F: 3 clusters Score -5906310 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5906491.000000 Penalty: 3235.956299
	Iteration 21Q: 3 clusters Score -5906491 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5906652.500000 Penalty: 3235.956299
	Iteration 22Q: 3 clusters Score -5906652 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5906796.500000 Penalty: 3235.956299
	Iteration 23Q: 3 clusters Score -5906796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5906917.500000 Penalty: 3235.956299
	Iteration 24Q: 3 clusters Score -5906918 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5907037.000000 Penalty: 3235.956299
	Iteration 25Q: 3 clusters Score -5907037 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5907118.500000 Penalty: 3235.956299
	Iteration 26Q: 3 clusters Score -5907118 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5907201.000000 Penalty: 3235.956299
	Iteration 27Q: 3 clusters Score -5907201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5907262.000000 Penalty: 3235.956299
	Iteration 28Q: 3 clusters Score -5907262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5907326.500000 Penalty: 3235.956299
	Iteration 29Q: 3 clusters Score -5907326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5907354.000000 Penalty: 3235.956299
	Iteration 30Q: 3 clusters Score -5907354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5907406.000000 Penalty: 3235.956299
	Iteration 31Q: 3 clusters Score -5907406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5907442.500000 Penalty: 3235.956299
	Iteration 32Q: 3 clusters Score -5907442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5907456.500000 Penalty: 3235.956299
	Iteration 33Q: 3 clusters Score -5907456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5907466.500000 Penalty: 3235.956299
	Iteration 34Q: 3 clusters Score -5907466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5907468.500000 Penalty: 3235.956299
	Iteration 35Q: 3 clusters Score -5907468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5907496.500000 Penalty: 3235.956299
	Iteration 36Q: 3 clusters Score -5907496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5907523.500000 Penalty: 3235.956299
	Iteration 37Q: 3 clusters Score -5907524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5907536.500000 Penalty: 3235.956299
	Iteration 38Q: 3 clusters Score -5907536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5907547.500000 Penalty: 3235.956299
	Iteration 39Q: 3 clusters Score -5907548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5907559.500000 Penalty: 3235.956299
	Iteration 40F: 3 clusters Score -5907560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5907555.500000 Penalty: 3235.956299
	Iteration 41Q: 3 clusters Score -5907556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5907560.000000 Penalty: 3235.956299
	Iteration 42Q: 3 clusters Score -5907560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5907566.000000 Penalty: 3235.956299
	Iteration 43Q: 3 clusters Score -5907566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5907564.500000 Penalty: 3235.956299
	Iteration 44Q: 3 clusters Score -5907564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5907562.500000 Penalty: 3235.956299
	Iteration 45Q: 3 clusters Score -5907562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5907568.500000 Penalty: 3235.956299
	Iteration 46Q: 3 clusters Score -5907568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5907568.000000 Penalty: 3235.956299
	Iteration 47Q: 3 clusters Score -5907568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5907568.000000 Penalty: 3235.956299
	Iteration 48F: 3 clusters Score -5907568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Entering Unmasked Estep 
Score: -971801.312500 Penalty: 1349.090820
	Iteration 0F: 2 clusters Score -971801.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -965929.875000 Penalty: 2698.181641
	Iteration 0F: 3 clusters Score -965929.9 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -967779.750000 Penalty: 2698.181641
	Iteration 1F: 3 clusters Score -967779.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -968050.875000 Penalty: 2698.181641
	Iteration 2F: 3 clusters Score -968050.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -968278.125000 Penalty: 2698.181641
	Iteration 3F: 3 clusters Score -968278.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -968454.375000 Penalty: 2698.181641
	Iteration 4Q: 3 clusters Score -968454.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -968588.875000 Penalty: 2698.181641
	Iteration 5Q: 3 clusters Score -968588.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -968721.812500 Penalty: 2698.181641
	Iteration 6Q: 3 clusters Score -968721.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -968843.687500 Penalty: 2698.181641
	Iteration 7Q: 3 clusters Score -968843.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -968955.312500 Penalty: 2698.181641
	Iteration 8Q: 3 clusters Score -968955.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -969066.875000 Penalty: 2698.181641
	Iteration 9Q: 3 clusters Score -969066.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -969186.562500 Penalty: 2698.181641
	Iteration 10Q: 3 clusters Score -969186.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -969322.625000 Penalty: 2698.181641
	Iteration 11Q: 3 clusters Score -969322.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -969457.875000 Penalty: 2698.181641
	Iteration 12Q: 3 clusters Score -969457.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -969587.562500 Penalty: 2698.181641
	Iteration 13Q: 3 clusters Score -969587.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -969701.250000 Penalty: 2698.181641
	Iteration 14Q: 3 clusters Score -969701.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -969810.125000 Penalty: 2698.181641
	Iteration 15Q: 3 clusters Score -969810.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -969923.375000 Penalty: 2698.181641
	Iteration 16Q: 3 clusters Score -969923.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -970009.250000 Penalty: 2698.181641
	Iteration 17Q: 3 clusters Score -970009.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -970113.812500 Penalty: 2698.181641
	Iteration 18Q: 3 clusters Score -970113.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -970219.562500 Penalty: 2698.181641
	Iteration 19Q: 3 clusters Score -970219.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -970320.687500 Penalty: 2698.181641
	Iteration 20F: 3 clusters Score -970320.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -970412.562500 Penalty: 2698.181641
	Iteration 21Q: 3 clusters Score -970412.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -970472.375000 Penalty: 2698.181641
	Iteration 22Q: 3 clusters Score -970472.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -970520.500000 Penalty: 2698.181641
	Iteration 23Q: 3 clusters Score -970520.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -970562.062500 Penalty: 2698.181641
	Iteration 24Q: 3 clusters Score -970562.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -970592.375000 Penalty: 2698.181641
	Iteration 25Q: 3 clusters Score -970592.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -970615.812500 Penalty: 2698.181641
	Iteration 26Q: 3 clusters Score -970615.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -970636.375000 Penalty: 2698.181641
	Iteration 27Q: 3 clusters Score -970636.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -970658.250000 Penalty: 2698.181641
	Iteration 28Q: 3 clusters Score -970658.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -970671.250000 Penalty: 2698.181641
	Iteration 29Q: 3 clusters Score -970671.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -970680.187500 Penalty: 2698.181641
	Iteration 30Q: 3 clusters Score -970680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -970684.937500 Penalty: 2698.181641
	Iteration 31Q: 3 clusters Score -970684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -970687.687500 Penalty: 2698.181641
	Iteration 32Q: 3 clusters Score -970687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -970693.625000 Penalty: 2698.181641
	Iteration 33Q: 3 clusters Score -970693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -970697.000000 Penalty: 2698.181641
	Iteration 34Q: 3 clusters Score -970697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -970701.812500 Penalty: 2698.181641
	Iteration 35Q: 3 clusters Score -970701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -970704.125000 Penalty: 2698.181641
	Iteration 36Q: 3 clusters Score -970704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -970707.312500 Penalty: 2698.181641
	Iteration 37Q: 3 clusters Score -970707.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -970708.750000 Penalty: 2698.181641
	Iteration 38Q: 3 clusters Score -970708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -970708.937500 Penalty: 2698.181641
	Iteration 39Q: 3 clusters Score -970708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -970710.937500 Penalty: 2698.181641
	Iteration 40F: 3 clusters Score -970710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -970709.375000 Penalty: 2698.181641
	Iteration 41Q: 3 clusters Score -970709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -970711.812500 Penalty: 2698.181641
	Iteration 42Q: 3 clusters Score -970711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -970714.437500 Penalty: 2698.181641
	Iteration 43Q: 3 clusters Score -970714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -970714.875000 Penalty: 2698.181641
	Iteration 44Q: 3 clusters Score -970714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -970715.250000 Penalty: 2698.181641
	Iteration 45Q: 3 clusters Score -970715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -970716.187500 Penalty: 2698.181641
	Iteration 46Q: 3 clusters Score -970716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -970716.875000 Penalty: 2698.181641
	Iteration 47Q: 3 clusters Score -970716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -970718.062500 Penalty: 2698.181641
	Iteration 48Q: 3 clusters Score -970718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -970718.687500 Penalty: 2698.181641
	Iteration 49Q: 3 clusters Score -970718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -970719.937500 Penalty: 2698.181641
	Iteration 50Q: 3 clusters Score -970719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -970722.750000 Penalty: 2698.181641
	Iteration 51Q: 3 clusters Score -970722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -970722.750000 Penalty: 2698.181641
	Iteration 52F: 3 clusters Score -970722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -527877.500000 Penalty: 1274.363037
	Iteration 0F: 2 clusters Score -527877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -524088.781250 Penalty: 2548.726074
	Iteration 0F: 3 clusters Score -524088.8 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -525260.500000 Penalty: 2548.726074
	Iteration 1F: 3 clusters Score -525260.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -525519.625000 Penalty: 2548.726074
	Iteration 2F: 3 clusters Score -525519.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -525682.812500 Penalty: 2548.726074
	Iteration 3F: 3 clusters Score -525682.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -525819.250000 Penalty: 2548.726074
	Iteration 4Q: 3 clusters Score -525819.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -525918.437500 Penalty: 2548.726074
	Iteration 5Q: 3 clusters Score -525918.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -525997.125000 Penalty: 2548.726074
	Iteration 6Q: 3 clusters Score -525997.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -526064.562500 Penalty: 2548.726074
	Iteration 7Q: 3 clusters Score -526064.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -526124.500000 Penalty: 2548.726074
	Iteration 8Q: 3 clusters Score -526124.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -526172.312500 Penalty: 2548.726074
	Iteration 9Q: 3 clusters Score -526172.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -526217.000000 Penalty: 2548.726074
	Iteration 10Q: 3 clusters Score -526217 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -526271.875000 Penalty: 2548.726074
	Iteration 11Q: 3 clusters Score -526271.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -526325.562500 Penalty: 2548.726074
	Iteration 12Q: 3 clusters Score -526325.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -526375.062500 Penalty: 2548.726074
	Iteration 13Q: 3 clusters Score -526375.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -526416.750000 Penalty: 2548.726074
	Iteration 14Q: 3 clusters Score -526416.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -526455.062500 Penalty: 2548.726074
	Iteration 15Q: 3 clusters Score -526455.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -526483.937500 Penalty: 2548.726074
	Iteration 16Q: 3 clusters Score -526483.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -526512.625000 Penalty: 2548.726074
	Iteration 17Q: 3 clusters Score -526512.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -526544.750000 Penalty: 2548.726074
	Iteration 18Q: 3 clusters Score -526544.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -526575.625000 Penalty: 2548.726074
	Iteration 19Q: 3 clusters Score -526575.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -526608.562500 Penalty: 2548.726074
	Iteration 20F: 3 clusters Score -526608.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -526637.562500 Penalty: 2548.726074
	Iteration 21Q: 3 clusters Score -526637.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -526664.562500 Penalty: 2548.726074
	Iteration 22Q: 3 clusters Score -526664.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -526685.687500 Penalty: 2548.726074
	Iteration 23Q: 3 clusters Score -526685.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -526705.937500 Penalty: 2548.726074
	Iteration 24Q: 3 clusters Score -526705.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -526734.625000 Penalty: 2548.726074
	Iteration 25Q: 3 clusters Score -526734.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -526755.937500 Penalty: 2548.726074
	Iteration 26Q: 3 clusters Score -526755.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -526778.437500 Penalty: 2548.726074
	Iteration 27Q: 3 clusters Score -526778.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -526803.625000 Penalty: 2548.726074
	Iteration 28Q: 3 clusters Score -526803.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -526823.125000 Penalty: 2548.726074
	Iteration 29Q: 3 clusters Score -526823.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -526840.062500 Penalty: 2548.726074
	Iteration 30Q: 3 clusters Score -526840.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -526851.062500 Penalty: 2548.726074
	Iteration 31Q: 3 clusters Score -526851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -526856.000000 Penalty: 2548.726074
	Iteration 32Q: 3 clusters Score -526856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -526862.875000 Penalty: 2548.726074
	Iteration 33Q: 3 clusters Score -526862.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -526869.250000 Penalty: 2548.726074
	Iteration 34Q: 3 clusters Score -526869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -526872.000000 Penalty: 2548.726074
	Iteration 35Q: 3 clusters Score -526872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -526875.437500 Penalty: 2548.726074
	Iteration 36Q: 3 clusters Score -526875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -526878.437500 Penalty: 2548.726074
	Iteration 37Q: 3 clusters Score -526878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -526880.625000 Penalty: 2548.726074
	Iteration 38Q: 3 clusters Score -526880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -526881.062500 Penalty: 2548.726074
	Iteration 39Q: 3 clusters Score -526881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -526882.437500 Penalty: 2548.726074
	Iteration 40F: 3 clusters Score -526882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -526882.750000 Penalty: 2548.726074
	Iteration 41Q: 3 clusters Score -526882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -526884.562500 Penalty: 2548.726074
	Iteration 42Q: 3 clusters Score -526884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -526884.875000 Penalty: 2548.726074
	Iteration 43Q: 3 clusters Score -526884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -526887.687500 Penalty: 2548.726074
	Iteration 44Q: 3 clusters Score -526887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -526889.312500 Penalty: 2548.726074
	Iteration 45Q: 3 clusters Score -526889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -526889.250000 Penalty: 2548.726074
	Iteration 46Q: 3 clusters Score -526889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -526891.250000 Penalty: 2548.726074
	Iteration 47Q: 3 clusters Score -526891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -526892.562500 Penalty: 2548.726074
	Iteration 48Q: 3 clusters Score -526892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -526893.500000 Penalty: 2548.726074
	Iteration 49Q: 3 clusters Score -526893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -526893.625000 Penalty: 2548.726074
	Iteration 50Q: 3 clusters Score -526893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -526894.312500 Penalty: 2548.726074
	Iteration 51Q: 3 clusters Score -526894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -526896.062500 Penalty: 2548.726074
	Iteration 52Q: 3 clusters Score -526896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -526898.750000 Penalty: 2548.726074
	Iteration 53Q: 3 clusters Score -526898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -526901.312500 Penalty: 2548.726074
	Iteration 54Q: 3 clusters Score -526901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -526904.937500 Penalty: 2548.726074
	Iteration 55Q: 3 clusters Score -526904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -526909.750000 Penalty: 2548.726074
	Iteration 56Q: 3 clusters Score -526909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -526916.000000 Penalty: 2548.726074
	Iteration 57Q: 3 clusters Score -526916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -526919.687500 Penalty: 2548.726074
	Iteration 58Q: 3 clusters Score -526919.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -526926.937500 Penalty: 2548.726074
	Iteration 59Q: 3 clusters Score -526926.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -526932.937500 Penalty: 2548.726074
	Iteration 60F: 3 clusters Score -526932.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -526939.500000 Penalty: 2548.726074
	Iteration 61Q: 3 clusters Score -526939.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -526951.312500 Penalty: 2548.726074
	Iteration 62Q: 3 clusters Score -526951.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -526957.375000 Penalty: 2548.726074
	Iteration 63Q: 3 clusters Score -526957.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -526965.500000 Penalty: 2548.726074
	Iteration 64Q: 3 clusters Score -526965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -526971.312500 Penalty: 2548.726074
	Iteration 65Q: 3 clusters Score -526971.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -526975.812500 Penalty: 2548.726074
	Iteration 66Q: 3 clusters Score -526975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -526978.562500 Penalty: 2548.726074
	Iteration 67Q: 3 clusters Score -526978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -526979.500000 Penalty: 2548.726074
	Iteration 68Q: 3 clusters Score -526979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -526979.562500 Penalty: 2548.726074
	Iteration 69Q: 3 clusters Score -526979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -526979.562500 Penalty: 2548.726074
	Iteration 70F: 3 clusters Score -526979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1163931.500000 Penalty: 1368.747437
	Iteration 0F: 2 clusters Score -1163932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1157265.250000 Penalty: 2737.494873
	Iteration 0F: 3 clusters Score -1157265 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1159456.250000 Penalty: 2737.494873
	Iteration 1F: 3 clusters Score -1159456 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1159829.750000 Penalty: 2737.494873
	Iteration 2F: 3 clusters Score -1159830 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1160169.000000 Penalty: 2737.494873
	Iteration 3F: 3 clusters Score -1160169 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1160515.750000 Penalty: 2737.494873
	Iteration 4F: 3 clusters Score -1160516 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1160854.625000 Penalty: 2737.494873
	Iteration 5F: 3 clusters Score -1160855 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1161156.625000 Penalty: 2737.494873
	Iteration 6Q: 3 clusters Score -1161157 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1161434.500000 Penalty: 2737.494873
	Iteration 7Q: 3 clusters Score -1161434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1161699.625000 Penalty: 2737.494873
	Iteration 8Q: 3 clusters Score -1161700 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1161920.250000 Penalty: 2737.494873
	Iteration 9Q: 3 clusters Score -1161920 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1162107.250000 Penalty: 2737.494873
	Iteration 10Q: 3 clusters Score -1162107 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1162233.500000 Penalty: 2737.494873
	Iteration 11Q: 3 clusters Score -1162234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1162343.500000 Penalty: 2737.494873
	Iteration 12Q: 3 clusters Score -1162344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1162418.250000 Penalty: 2737.494873
	Iteration 13Q: 3 clusters Score -1162418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1162484.625000 Penalty: 2737.494873
	Iteration 14Q: 3 clusters Score -1162485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1162553.375000 Penalty: 2737.494873
	Iteration 15Q: 3 clusters Score -1162553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1162620.250000 Penalty: 2737.494873
	Iteration 16Q: 3 clusters Score -1162620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1162672.000000 Penalty: 2737.494873
	Iteration 17Q: 3 clusters Score -1162672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1162718.000000 Penalty: 2737.494873
	Iteration 18Q: 3 clusters Score -1162718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1162750.375000 Penalty: 2737.494873
	Iteration 19Q: 3 clusters Score -1162750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1162777.500000 Penalty: 2737.494873
	Iteration 20F: 3 clusters Score -1162778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1162790.625000 Penalty: 2737.494873
	Iteration 21Q: 3 clusters Score -1162791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1162797.375000 Penalty: 2737.494873
	Iteration 22Q: 3 clusters Score -1162797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1162804.500000 Penalty: 2737.494873
	Iteration 23Q: 3 clusters Score -1162804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1162812.125000 Penalty: 2737.494873
	Iteration 24Q: 3 clusters Score -1162812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1162818.250000 Penalty: 2737.494873
	Iteration 25Q: 3 clusters Score -1162818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1162821.125000 Penalty: 2737.494873
	Iteration 26Q: 3 clusters Score -1162821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1162831.875000 Penalty: 2737.494873
	Iteration 27Q: 3 clusters Score -1162832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1162835.250000 Penalty: 2737.494873
	Iteration 28Q: 3 clusters Score -1162835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1162836.750000 Penalty: 2737.494873
	Iteration 29Q: 3 clusters Score -1162837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1162836.500000 Penalty: 2737.494873
	Iteration 30Q: 3 clusters Score -1162836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1162836.500000 Penalty: 2737.494873
	Iteration 31F: 3 clusters Score -1162836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Entering Unmasked Estep 
Score: -1194605.125000 Penalty: 1385.772583
	Iteration 0F: 2 clusters Score -1194605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1187164.000000 Penalty: 2771.545166
	Iteration 0F: 3 clusters Score -1187164 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1189701.125000 Penalty: 2771.545166
	Iteration 1F: 3 clusters Score -1189701 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1190079.250000 Penalty: 2771.545166
	Iteration 2F: 3 clusters Score -1190079 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1190384.875000 Penalty: 2771.545166
	Iteration 3F: 3 clusters Score -1190385 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1190632.500000 Penalty: 2771.545166
	Iteration 4Q: 3 clusters Score -1190632 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1190866.500000 Penalty: 2771.545166
	Iteration 5Q: 3 clusters Score -1190866 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1191074.875000 Penalty: 2771.545166
	Iteration 6Q: 3 clusters Score -1191075 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1191276.875000 Penalty: 2771.545166
	Iteration 7Q: 3 clusters Score -1191277 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1191500.875000 Penalty: 2771.545166
	Iteration 8Q: 3 clusters Score -1191501 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1191739.625000 Penalty: 2771.545166
	Iteration 9Q: 3 clusters Score -1191740 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1191940.375000 Penalty: 2771.545166
	Iteration 10Q: 3 clusters Score -1191940 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1192135.375000 Penalty: 2771.545166
	Iteration 11Q: 3 clusters Score -1192135 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1192323.500000 Penalty: 2771.545166
	Iteration 12Q: 3 clusters Score -1192324 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1192501.125000 Penalty: 2771.545166
	Iteration 13Q: 3 clusters Score -1192501 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1192653.500000 Penalty: 2771.545166
	Iteration 14Q: 3 clusters Score -1192654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1192795.750000 Penalty: 2771.545166
	Iteration 15Q: 3 clusters Score -1192796 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1192941.875000 Penalty: 2771.545166
	Iteration 16Q: 3 clusters Score -1192942 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1193078.000000 Penalty: 2771.545166
	Iteration 17Q: 3 clusters Score -1193078 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1193189.125000 Penalty: 2771.545166
	Iteration 18Q: 3 clusters Score -1193189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1193274.875000 Penalty: 2771.545166
	Iteration 19Q: 3 clusters Score -1193275 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1193342.875000 Penalty: 2771.545166
	Iteration 20F: 3 clusters Score -1193343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1193399.000000 Penalty: 2771.545166
	Iteration 21Q: 3 clusters Score -1193399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1193443.125000 Penalty: 2771.545166
	Iteration 22Q: 3 clusters Score -1193443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1193498.375000 Penalty: 2771.545166
	Iteration 23Q: 3 clusters Score -1193498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1193537.500000 Penalty: 2771.545166
	Iteration 24Q: 3 clusters Score -1193538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1193563.000000 Penalty: 2771.545166
	Iteration 25Q: 3 clusters Score -1193563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1193600.500000 Penalty: 2771.545166
	Iteration 26Q: 3 clusters Score -1193600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1193632.125000 Penalty: 2771.545166
	Iteration 27Q: 3 clusters Score -1193632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1193645.500000 Penalty: 2771.545166
	Iteration 28Q: 3 clusters Score -1193646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1193655.375000 Penalty: 2771.545166
	Iteration 29Q: 3 clusters Score -1193655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1193667.125000 Penalty: 2771.545166
	Iteration 30Q: 3 clusters Score -1193667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1193680.125000 Penalty: 2771.545166
	Iteration 31Q: 3 clusters Score -1193680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1193684.375000 Penalty: 2771.545166
	Iteration 32Q: 3 clusters Score -1193684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1193695.625000 Penalty: 2771.545166
	Iteration 33Q: 3 clusters Score -1193696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1193703.625000 Penalty: 2771.545166
	Iteration 34Q: 3 clusters Score -1193704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1193711.250000 Penalty: 2771.545166
	Iteration 35Q: 3 clusters Score -1193711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1193716.625000 Penalty: 2771.545166
	Iteration 36Q: 3 clusters Score -1193717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1193721.000000 Penalty: 2771.545166
	Iteration 37Q: 3 clusters Score -1193721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1193722.375000 Penalty: 2771.545166
	Iteration 38Q: 3 clusters Score -1193722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1193725.500000 Penalty: 2771.545166
	Iteration 39Q: 3 clusters Score -1193726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1193728.625000 Penalty: 2771.545166
	Iteration 40F: 3 clusters Score -1193729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1193731.375000 Penalty: 2771.545166
	Iteration 41Q: 3 clusters Score -1193731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1193740.125000 Penalty: 2771.545166
	Iteration 42Q: 3 clusters Score -1193740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1193738.875000 Penalty: 2771.545166
	Iteration 43Q: 3 clusters Score -1193739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1193740.500000 Penalty: 2771.545166
	Iteration 44Q: 3 clusters Score -1193740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1193742.375000 Penalty: 2771.545166
	Iteration 45Q: 3 clusters Score -1193742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1193743.500000 Penalty: 2771.545166
	Iteration 46Q: 3 clusters Score -1193744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1193745.500000 Penalty: 2771.545166
	Iteration 47Q: 3 clusters Score -1193746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1193748.375000 Penalty: 2771.545166
	Iteration 48Q: 3 clusters Score -1193748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1193748.000000 Penalty: 2771.545166
	Iteration 49Q: 3 clusters Score -1193748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1193748.000000 Penalty: 2771.545166
	Iteration 50F: 3 clusters Score -1193748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Entering Unmasked Estep 
Score: -13190469.000000 Penalty: 1732.938477
	Iteration 0F: 2 clusters Score -1.319047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -13121454.000000 Penalty: 3465.876953
	Iteration 0F: 3 clusters Score -1.312145e+07 nChanged 54252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -13152641.000000 Penalty: 3465.876953
	Iteration 1F: 3 clusters Score -1.315264e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -13153539.000000 Penalty: 3465.876953
	Iteration 2Q: 3 clusters Score -1.315354e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -13154653.000000 Penalty: 3465.876953
	Iteration 3Q: 3 clusters Score -1.315465e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -13156221.000000 Penalty: 3465.876953
	Iteration 4Q: 3 clusters Score -1.315622e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -13158282.000000 Penalty: 3465.876953
	Iteration 5Q: 3 clusters Score -1.315828e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -13161490.000000 Penalty: 3465.876953
	Iteration 6F: 3 clusters Score -1.316149e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -13166303.000000 Penalty: 3465.876953
	Iteration 7F: 3 clusters Score -1.31663e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -13171964.000000 Penalty: 3465.876953
	Iteration 8F: 3 clusters Score -1.317196e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -13177606.000000 Penalty: 3465.876953
	Iteration 9F: 3 clusters Score -1.317761e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -13181905.000000 Penalty: 3465.876953
	Iteration 10F: 3 clusters Score -1.31819e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -13184746.000000 Penalty: 3465.876953
	Iteration 11Q: 3 clusters Score -1.318475e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -13186432.000000 Penalty: 3465.876953
	Iteration 12Q: 3 clusters Score -1.318643e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -13187450.000000 Penalty: 3465.876953
	Iteration 13Q: 3 clusters Score -1.318745e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -13188004.000000 Penalty: 3465.876953
	Iteration 14Q: 3 clusters Score -1.3188e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -13188401.000000 Penalty: 3465.876953
	Iteration 15Q: 3 clusters Score -1.31884e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 112910 members 
Entering Unmasked Estep 
Score: -13188602.000000 Penalty: 3465.876953
	Iteration 16Q: 3 clusters Score -1.31886e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -13188771.000000 Penalty: 3465.876953
	Iteration 17Q: 3 clusters Score -1.318877e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 113233 members 
Entering Unmasked Estep 
Score: -13188905.000000 Penalty: 3465.876953
	Iteration 18Q: 3 clusters Score -1.31889e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -13188974.000000 Penalty: 3465.876953
	Iteration 19Q: 3 clusters Score -1.318897e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -13189031.000000 Penalty: 3465.876953
	Iteration 20F: 3 clusters Score -1.318903e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 113404 members 
Entering Unmasked Estep 
Score: -13189077.000000 Penalty: 3465.876953
	Iteration 21Q: 3 clusters Score -1.318908e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -13189118.000000 Penalty: 3465.876953
	Iteration 22Q: 3 clusters Score -1.318912e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -13189133.000000 Penalty: 3465.876953
	Iteration 23Q: 3 clusters Score -1.318913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -13189153.000000 Penalty: 3465.876953
	Iteration 24Q: 3 clusters Score -1.318915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 113504 members 
Entering Unmasked Estep 
Score: -13189151.000000 Penalty: 3465.876953
	Iteration 25Q: 3 clusters Score -1.318915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -13189169.000000 Penalty: 3465.876953
	Iteration 26Q: 3 clusters Score -1.318917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -13189168.000000 Penalty: 3465.876953
	Iteration 27Q: 3 clusters Score -1.318917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -13189163.000000 Penalty: 3465.876953
	Iteration 28Q: 3 clusters Score -1.318916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -13189179.000000 Penalty: 3465.876953
	Iteration 29Q: 3 clusters Score -1.318918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -13189192.000000 Penalty: 3465.876953
	Iteration 30Q: 3 clusters Score -1.318919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -13189181.000000 Penalty: 3465.876953
	Iteration 31Q: 3 clusters Score -1.318918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -13189184.000000 Penalty: 3465.876953
	Iteration 32Q: 3 clusters Score -1.318918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 113533 members 
Entering Unmasked Estep 
Score: -13189170.000000 Penalty: 3465.876953
	Iteration 33Q: 3 clusters Score -1.318917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 113536 members 
Entering Unmasked Estep 
Score: -13189174.000000 Penalty: 3465.876953
	Iteration 34Q: 3 clusters Score -1.318917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 113538 members 
Entering Unmasked Estep 
Score: -13189163.000000 Penalty: 3465.876953
	Iteration 35Q: 3 clusters Score -1.318916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -13189179.000000 Penalty: 3465.876953
	Iteration 36Q: 3 clusters Score -1.318918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -13189173.000000 Penalty: 3465.876953
	Iteration 37Q: 3 clusters Score -1.318917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -13189173.000000 Penalty: 3465.876953
	Iteration 38F: 3 clusters Score -1.318917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -712464.687500 Penalty: 1302.853760
	Iteration 0F: 2 clusters Score -712464.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -707938.062500 Penalty: 2605.707520
	Iteration 0F: 3 clusters Score -707938.1 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -709478.625000 Penalty: 2605.707520
	Iteration 1F: 3 clusters Score -709478.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -709774.875000 Penalty: 2605.707520
	Iteration 2F: 3 clusters Score -709774.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -709977.062500 Penalty: 2605.707520
	Iteration 3F: 3 clusters Score -709977.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -710122.625000 Penalty: 2605.707520
	Iteration 4Q: 3 clusters Score -710122.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -710251.000000 Penalty: 2605.707520
	Iteration 5Q: 3 clusters Score -710251 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -710358.750000 Penalty: 2605.707520
	Iteration 6Q: 3 clusters Score -710358.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -710442.250000 Penalty: 2605.707520
	Iteration 7Q: 3 clusters Score -710442.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -710518.125000 Penalty: 2605.707520
	Iteration 8Q: 3 clusters Score -710518.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -710588.750000 Penalty: 2605.707520
	Iteration 9Q: 3 clusters Score -710588.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -710655.437500 Penalty: 2605.707520
	Iteration 10Q: 3 clusters Score -710655.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -710727.500000 Penalty: 2605.707520
	Iteration 11Q: 3 clusters Score -710727.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -710810.062500 Penalty: 2605.707520
	Iteration 12Q: 3 clusters Score -710810.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -710896.437500 Penalty: 2605.707520
	Iteration 13Q: 3 clusters Score -710896.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -711013.812500 Penalty: 2605.707520
	Iteration 14Q: 3 clusters Score -711013.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -711146.437500 Penalty: 2605.707520
	Iteration 15Q: 3 clusters Score -711146.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -711261.687500 Penalty: 2605.707520
	Iteration 16Q: 3 clusters Score -711261.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -711368.437500 Penalty: 2605.707520
	Iteration 17Q: 3 clusters Score -711368.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -711472.250000 Penalty: 2605.707520
	Iteration 18Q: 3 clusters Score -711472.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -711567.187500 Penalty: 2605.707520
	Iteration 19Q: 3 clusters Score -711567.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -711653.000000 Penalty: 2605.707520
	Iteration 20F: 3 clusters Score -711653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -711721.937500 Penalty: 2605.707520
	Iteration 21Q: 3 clusters Score -711721.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -711760.875000 Penalty: 2605.707520
	Iteration 22Q: 3 clusters Score -711760.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -711786.125000 Penalty: 2605.707520
	Iteration 23Q: 3 clusters Score -711786.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -711801.500000 Penalty: 2605.707520
	Iteration 24Q: 3 clusters Score -711801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -711809.625000 Penalty: 2605.707520
	Iteration 25Q: 3 clusters Score -711809.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -711819.500000 Penalty: 2605.707520
	Iteration 26Q: 3 clusters Score -711819.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -711824.812500 Penalty: 2605.707520
	Iteration 27Q: 3 clusters Score -711824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -711829.250000 Penalty: 2605.707520
	Iteration 28Q: 3 clusters Score -711829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -711831.250000 Penalty: 2605.707520
	Iteration 29Q: 3 clusters Score -711831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -711830.312500 Penalty: 2605.707520
	Iteration 30Q: 3 clusters Score -711830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -711834.187500 Penalty: 2605.707520
	Iteration 31Q: 3 clusters Score -711834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -711834.875000 Penalty: 2605.707520
	Iteration 32Q: 3 clusters Score -711834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -711835.375000 Penalty: 2605.707520
	Iteration 33Q: 3 clusters Score -711835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -711836.312500 Penalty: 2605.707520
	Iteration 34Q: 3 clusters Score -711836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -711839.687500 Penalty: 2605.707520
	Iteration 35Q: 3 clusters Score -711839.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -711844.500000 Penalty: 2605.707520
	Iteration 36Q: 3 clusters Score -711844.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -711848.375000 Penalty: 2605.707520
	Iteration 37Q: 3 clusters Score -711848.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -711851.062500 Penalty: 2605.707520
	Iteration 38Q: 3 clusters Score -711851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -711852.687500 Penalty: 2605.707520
	Iteration 39Q: 3 clusters Score -711852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -711853.875000 Penalty: 2605.707520
	Iteration 40F: 3 clusters Score -711853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -711854.625000 Penalty: 2605.707520
	Iteration 41Q: 3 clusters Score -711854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -711856.562500 Penalty: 2605.707520
	Iteration 42Q: 3 clusters Score -711856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -711857.875000 Penalty: 2605.707520
	Iteration 43Q: 3 clusters Score -711857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -711858.750000 Penalty: 2605.707520
	Iteration 44Q: 3 clusters Score -711858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -711858.562500 Penalty: 2605.707520
	Iteration 45Q: 3 clusters Score -711858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -711860.312500 Penalty: 2605.707520
	Iteration 46Q: 3 clusters Score -711860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -711860.562500 Penalty: 2605.707520
	Iteration 47Q: 3 clusters Score -711860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -711860.062500 Penalty: 2605.707520
	Iteration 48Q: 3 clusters Score -711860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -711859.812500 Penalty: 2605.707520
	Iteration 49Q: 3 clusters Score -711859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -711860.375000 Penalty: 2605.707520
	Iteration 50Q: 3 clusters Score -711860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -711860.375000 Penalty: 2605.707520
	Iteration 51F: 3 clusters Score -711860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25517.318359 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25517.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25756.753906 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25756.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25878.998047 Penalty: 1755.809570
	Iteration 2F: 3 clusters Score -25879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25942.027344 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25942.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25961.671875 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25961.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25984.068359 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25984.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25987.519531 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25987.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25993.501953 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -25993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25993.501953 Penalty: 1755.809570
	Iteration 8F: 3 clusters Score -25993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -504379.187500 Penalty: 1250.252075
	Iteration 0F: 2 clusters Score -504379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -500997.093750 Penalty: 2500.504150
	Iteration 0F: 3 clusters Score -500997.1 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -501932.437500 Penalty: 2500.504150
	Iteration 1F: 3 clusters Score -501932.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -502144.468750 Penalty: 2500.504150
	Iteration 2F: 3 clusters Score -502144.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -502280.343750 Penalty: 2500.504150
	Iteration 3F: 3 clusters Score -502280.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -502370.593750 Penalty: 2500.504150
	Iteration 4Q: 3 clusters Score -502370.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -502433.218750 Penalty: 2500.504150
	Iteration 5Q: 3 clusters Score -502433.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -502481.968750 Penalty: 2500.504150
	Iteration 6Q: 3 clusters Score -502482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -502524.062500 Penalty: 2500.504150
	Iteration 7Q: 3 clusters Score -502524.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -502566.281250 Penalty: 2500.504150
	Iteration 8Q: 3 clusters Score -502566.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -502611.718750 Penalty: 2500.504150
	Iteration 9Q: 3 clusters Score -502611.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -502640.593750 Penalty: 2500.504150
	Iteration 10Q: 3 clusters Score -502640.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -502666.468750 Penalty: 2500.504150
	Iteration 11Q: 3 clusters Score -502666.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -502698.312500 Penalty: 2500.504150
	Iteration 12Q: 3 clusters Score -502698.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -502726.437500 Penalty: 2500.504150
	Iteration 13Q: 3 clusters Score -502726.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -502750.593750 Penalty: 2500.504150
	Iteration 14Q: 3 clusters Score -502750.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -502778.718750 Penalty: 2500.504150
	Iteration 15Q: 3 clusters Score -502778.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -502809.875000 Penalty: 2500.504150
	Iteration 16Q: 3 clusters Score -502809.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -502841.093750 Penalty: 2500.504150
	Iteration 17Q: 3 clusters Score -502841.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -502872.750000 Penalty: 2500.504150
	Iteration 18Q: 3 clusters Score -502872.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -502906.343750 Penalty: 2500.504150
	Iteration 19Q: 3 clusters Score -502906.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -502937.312500 Penalty: 2500.504150
	Iteration 20F: 3 clusters Score -502937.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -502970.500000 Penalty: 2500.504150
	Iteration 21Q: 3 clusters Score -502970.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -503010.968750 Penalty: 2500.504150
	Iteration 22Q: 3 clusters Score -503011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -503045.062500 Penalty: 2500.504150
	Iteration 23Q: 3 clusters Score -503045.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -503079.968750 Penalty: 2500.504150
	Iteration 24Q: 3 clusters Score -503080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -503108.093750 Penalty: 2500.504150
	Iteration 25Q: 3 clusters Score -503108.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -503131.593750 Penalty: 2500.504150
	Iteration 26Q: 3 clusters Score -503131.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -503151.062500 Penalty: 2500.504150
	Iteration 27Q: 3 clusters Score -503151.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -503169.343750 Penalty: 2500.504150
	Iteration 28Q: 3 clusters Score -503169.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -503187.187500 Penalty: 2500.504150
	Iteration 29Q: 3 clusters Score -503187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -503207.437500 Penalty: 2500.504150
	Iteration 30Q: 3 clusters Score -503207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -503221.437500 Penalty: 2500.504150
	Iteration 31Q: 3 clusters Score -503221.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -503229.031250 Penalty: 2500.504150
	Iteration 32Q: 3 clusters Score -503229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -503237.781250 Penalty: 2500.504150
	Iteration 33Q: 3 clusters Score -503237.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -503245.875000 Penalty: 2500.504150
	Iteration 34Q: 3 clusters Score -503245.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -503253.187500 Penalty: 2500.504150
	Iteration 35Q: 3 clusters Score -503253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -503257.125000 Penalty: 2500.504150
	Iteration 36Q: 3 clusters Score -503257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -503259.406250 Penalty: 2500.504150
	Iteration 37Q: 3 clusters Score -503259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -503261.531250 Penalty: 2500.504150
	Iteration 38Q: 3 clusters Score -503261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -503262.593750 Penalty: 2500.504150
	Iteration 39Q: 3 clusters Score -503262.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -503268.750000 Penalty: 2500.504150
	Iteration 40F: 3 clusters Score -503268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -503272.406250 Penalty: 2500.504150
	Iteration 41Q: 3 clusters Score -503272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -503275.656250 Penalty: 2500.504150
	Iteration 42Q: 3 clusters Score -503275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -503278.593750 Penalty: 2500.504150
	Iteration 43Q: 3 clusters Score -503278.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -503280.062500 Penalty: 2500.504150
	Iteration 44Q: 3 clusters Score -503280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -503283.000000 Penalty: 2500.504150
	Iteration 45Q: 3 clusters Score -503283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -503283.531250 Penalty: 2500.504150
	Iteration 46Q: 3 clusters Score -503283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -503285.062500 Penalty: 2500.504150
	Iteration 47Q: 3 clusters Score -503285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -503286.125000 Penalty: 2500.504150
	Iteration 48Q: 3 clusters Score -503286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -503287.250000 Penalty: 2500.504150
	Iteration 49Q: 3 clusters Score -503287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -503287.250000 Penalty: 2500.504150
	Iteration 50F: 3 clusters Score -503287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -429964.906250 Penalty: 1232.395874
	Iteration 0F: 2 clusters Score -429964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -426934.843750 Penalty: 2464.791748
	Iteration 0F: 3 clusters Score -426934.8 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -427848.031250 Penalty: 2464.791748
	Iteration 1F: 3 clusters Score -427848 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -428047.500000 Penalty: 2464.791748
	Iteration 2F: 3 clusters Score -428047.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -428181.343750 Penalty: 2464.791748
	Iteration 3F: 3 clusters Score -428181.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -428272.281250 Penalty: 2464.791748
	Iteration 4Q: 3 clusters Score -428272.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -428347.562500 Penalty: 2464.791748
	Iteration 5Q: 3 clusters Score -428347.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -428405.656250 Penalty: 2464.791748
	Iteration 6Q: 3 clusters Score -428405.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -428445.781250 Penalty: 2464.791748
	Iteration 7Q: 3 clusters Score -428445.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428488.375000 Penalty: 2464.791748
	Iteration 8Q: 3 clusters Score -428488.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -428532.812500 Penalty: 2464.791748
	Iteration 9Q: 3 clusters Score -428532.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -428565.406250 Penalty: 2464.791748
	Iteration 10Q: 3 clusters Score -428565.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -428587.500000 Penalty: 2464.791748
	Iteration 11Q: 3 clusters Score -428587.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -428605.281250 Penalty: 2464.791748
	Iteration 12Q: 3 clusters Score -428605.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -428624.687500 Penalty: 2464.791748
	Iteration 13Q: 3 clusters Score -428624.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -428643.031250 Penalty: 2464.791748
	Iteration 14Q: 3 clusters Score -428643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -428657.718750 Penalty: 2464.791748
	Iteration 15Q: 3 clusters Score -428657.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -428671.406250 Penalty: 2464.791748
	Iteration 16Q: 3 clusters Score -428671.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428677.343750 Penalty: 2464.791748
	Iteration 17Q: 3 clusters Score -428677.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -428681.906250 Penalty: 2464.791748
	Iteration 18Q: 3 clusters Score -428681.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -428688.156250 Penalty: 2464.791748
	Iteration 19Q: 3 clusters Score -428688.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -428693.000000 Penalty: 2464.791748
	Iteration 20F: 3 clusters Score -428693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -428698.125000 Penalty: 2464.791748
	Iteration 21Q: 3 clusters Score -428698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -428702.375000 Penalty: 2464.791748
	Iteration 22Q: 3 clusters Score -428702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -428704.156250 Penalty: 2464.791748
	Iteration 23Q: 3 clusters Score -428704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428707.281250 Penalty: 2464.791748
	Iteration 24Q: 3 clusters Score -428707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -428712.218750 Penalty: 2464.791748
	Iteration 25Q: 3 clusters Score -428712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -428715.437500 Penalty: 2464.791748
	Iteration 26Q: 3 clusters Score -428715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -428718.125000 Penalty: 2464.791748
	Iteration 27Q: 3 clusters Score -428718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -428720.031250 Penalty: 2464.791748
	Iteration 28Q: 3 clusters Score -428720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -428720.812500 Penalty: 2464.791748
	Iteration 29Q: 3 clusters Score -428720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -428721.156250 Penalty: 2464.791748
	Iteration 30Q: 3 clusters Score -428721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -428721.562500 Penalty: 2464.791748
	Iteration 31Q: 3 clusters Score -428721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -428723.531250 Penalty: 2464.791748
	Iteration 32Q: 3 clusters Score -428723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -428724.656250 Penalty: 2464.791748
	Iteration 33Q: 3 clusters Score -428724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -428725.187500 Penalty: 2464.791748
	Iteration 34Q: 3 clusters Score -428725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -428726.437500 Penalty: 2464.791748
	Iteration 35Q: 3 clusters Score -428726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -428727.687500 Penalty: 2464.791748
	Iteration 36Q: 3 clusters Score -428727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -428729.312500 Penalty: 2464.791748
	Iteration 37Q: 3 clusters Score -428729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -428729.343750 Penalty: 2464.791748
	Iteration 38Q: 3 clusters Score -428729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -428729.593750 Penalty: 2464.791748
	Iteration 39Q: 3 clusters Score -428729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -428729.593750 Penalty: 2464.791748
	Iteration 40F: 3 clusters Score -428729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -304913.593750 Penalty: 1199.314331
	Iteration 0F: 2 clusters Score -304913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -302331.093750 Penalty: 2398.628662
	Iteration 0F: 3 clusters Score -302331.1 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -303061.937500 Penalty: 2398.628662
	Iteration 1F: 3 clusters Score -303061.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -303305.625000 Penalty: 2398.628662
	Iteration 2F: 3 clusters Score -303305.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -303488.312500 Penalty: 2398.628662
	Iteration 3F: 3 clusters Score -303488.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -303644.656250 Penalty: 2398.628662
	Iteration 4F: 3 clusters Score -303644.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -303818.343750 Penalty: 2398.628662
	Iteration 5Q: 3 clusters Score -303818.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -303963.687500 Penalty: 2398.628662
	Iteration 6Q: 3 clusters Score -303963.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -304061.750000 Penalty: 2398.628662
	Iteration 7Q: 3 clusters Score -304061.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -304127.875000 Penalty: 2398.628662
	Iteration 8Q: 3 clusters Score -304127.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -304175.250000 Penalty: 2398.628662
	Iteration 9Q: 3 clusters Score -304175.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -304219.437500 Penalty: 2398.628662
	Iteration 10Q: 3 clusters Score -304219.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -304257.687500 Penalty: 2398.628662
	Iteration 11Q: 3 clusters Score -304257.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -304288.562500 Penalty: 2398.628662
	Iteration 12Q: 3 clusters Score -304288.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -304309.281250 Penalty: 2398.628662
	Iteration 13Q: 3 clusters Score -304309.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -304326.156250 Penalty: 2398.628662
	Iteration 14Q: 3 clusters Score -304326.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -304339.187500 Penalty: 2398.628662
	Iteration 15Q: 3 clusters Score -304339.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -304347.781250 Penalty: 2398.628662
	Iteration 16Q: 3 clusters Score -304347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -304359.437500 Penalty: 2398.628662
	Iteration 17Q: 3 clusters Score -304359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -304371.843750 Penalty: 2398.628662
	Iteration 18Q: 3 clusters Score -304371.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -304388.343750 Penalty: 2398.628662
	Iteration 19Q: 3 clusters Score -304388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -304398.843750 Penalty: 2398.628662
	Iteration 20F: 3 clusters Score -304398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -304407.250000 Penalty: 2398.628662
	Iteration 21Q: 3 clusters Score -304407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -304412.812500 Penalty: 2398.628662
	Iteration 22Q: 3 clusters Score -304412.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -304419.875000 Penalty: 2398.628662
	Iteration 23Q: 3 clusters Score -304419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -304423.406250 Penalty: 2398.628662
	Iteration 24Q: 3 clusters Score -304423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -304428.406250 Penalty: 2398.628662
	Iteration 25Q: 3 clusters Score -304428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -304430.562500 Penalty: 2398.628662
	Iteration 26Q: 3 clusters Score -304430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -304433.562500 Penalty: 2398.628662
	Iteration 27Q: 3 clusters Score -304433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -304439.250000 Penalty: 2398.628662
	Iteration 28Q: 3 clusters Score -304439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -304447.937500 Penalty: 2398.628662
	Iteration 29Q: 3 clusters Score -304447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -304459.312500 Penalty: 2398.628662
	Iteration 30Q: 3 clusters Score -304459.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -304466.875000 Penalty: 2398.628662
	Iteration 31Q: 3 clusters Score -304466.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -304474.843750 Penalty: 2398.628662
	Iteration 32Q: 3 clusters Score -304474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -304480.218750 Penalty: 2398.628662
	Iteration 33Q: 3 clusters Score -304480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -304482.187500 Penalty: 2398.628662
	Iteration 34Q: 3 clusters Score -304482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -304487.843750 Penalty: 2398.628662
	Iteration 35Q: 3 clusters Score -304487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -304493.625000 Penalty: 2398.628662
	Iteration 36Q: 3 clusters Score -304493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -304496.531250 Penalty: 2398.628662
	Iteration 37Q: 3 clusters Score -304496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -304500.093750 Penalty: 2398.628662
	Iteration 38Q: 3 clusters Score -304500.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -304505.093750 Penalty: 2398.628662
	Iteration 39Q: 3 clusters Score -304505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -304509.906250 Penalty: 2398.628662
	Iteration 40F: 3 clusters Score -304509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -304512.750000 Penalty: 2398.628662
	Iteration 41Q: 3 clusters Score -304512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -304515.031250 Penalty: 2398.628662
	Iteration 42Q: 3 clusters Score -304515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -304515.468750 Penalty: 2398.628662
	Iteration 43Q: 3 clusters Score -304515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -304516.093750 Penalty: 2398.628662
	Iteration 44Q: 3 clusters Score -304516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -304516.093750 Penalty: 2398.628662
	Iteration 45F: 3 clusters Score -304516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -937216.562500 Penalty: 1337.536499
	Iteration 0F: 2 clusters Score -937216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -931655.562500 Penalty: 2675.072998
	Iteration 0F: 3 clusters Score -931655.6 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -933327.125000 Penalty: 2675.072998
	Iteration 1F: 3 clusters Score -933327.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -933567.187500 Penalty: 2675.072998
	Iteration 2F: 3 clusters Score -933567.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -933729.062500 Penalty: 2675.072998
	Iteration 3Q: 3 clusters Score -933729.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -933856.250000 Penalty: 2675.072998
	Iteration 4Q: 3 clusters Score -933856.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -933952.562500 Penalty: 2675.072998
	Iteration 5Q: 3 clusters Score -933952.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -934030.062500 Penalty: 2675.072998
	Iteration 6Q: 3 clusters Score -934030.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -934090.250000 Penalty: 2675.072998
	Iteration 7Q: 3 clusters Score -934090.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -934145.312500 Penalty: 2675.072998
	Iteration 8Q: 3 clusters Score -934145.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -934196.312500 Penalty: 2675.072998
	Iteration 9Q: 3 clusters Score -934196.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -934238.750000 Penalty: 2675.072998
	Iteration 10Q: 3 clusters Score -934238.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -934274.937500 Penalty: 2675.072998
	Iteration 11Q: 3 clusters Score -934274.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -934316.250000 Penalty: 2675.072998
	Iteration 12Q: 3 clusters Score -934316.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -934354.625000 Penalty: 2675.072998
	Iteration 13Q: 3 clusters Score -934354.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -934394.625000 Penalty: 2675.072998
	Iteration 14Q: 3 clusters Score -934394.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -934449.437500 Penalty: 2675.072998
	Iteration 15Q: 3 clusters Score -934449.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -934505.812500 Penalty: 2675.072998
	Iteration 16Q: 3 clusters Score -934505.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -934582.875000 Penalty: 2675.072998
	Iteration 17Q: 3 clusters Score -934582.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -934663.437500 Penalty: 2675.072998
	Iteration 18Q: 3 clusters Score -934663.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -934758.062500 Penalty: 2675.072998
	Iteration 19Q: 3 clusters Score -934758.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -934866.437500 Penalty: 2675.072998
	Iteration 20F: 3 clusters Score -934866.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -934985.687500 Penalty: 2675.072998
	Iteration 21Q: 3 clusters Score -934985.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -935105.062500 Penalty: 2675.072998
	Iteration 22Q: 3 clusters Score -935105.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -935230.312500 Penalty: 2675.072998
	Iteration 23Q: 3 clusters Score -935230.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -935370.000000 Penalty: 2675.072998
	Iteration 24Q: 3 clusters Score -935370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -935506.937500 Penalty: 2675.072998
	Iteration 25Q: 3 clusters Score -935506.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -935631.562500 Penalty: 2675.072998
	Iteration 26Q: 3 clusters Score -935631.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -935737.687500 Penalty: 2675.072998
	Iteration 27Q: 3 clusters Score -935737.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -935814.000000 Penalty: 2675.072998
	Iteration 28Q: 3 clusters Score -935814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -935888.562500 Penalty: 2675.072998
	Iteration 29Q: 3 clusters Score -935888.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -935938.375000 Penalty: 2675.072998
	Iteration 30Q: 3 clusters Score -935938.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -935983.437500 Penalty: 2675.072998
	Iteration 31Q: 3 clusters Score -935983.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -936015.250000 Penalty: 2675.072998
	Iteration 32Q: 3 clusters Score -936015.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -936044.000000 Penalty: 2675.072998
	Iteration 33Q: 3 clusters Score -936044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -936065.250000 Penalty: 2675.072998
	Iteration 34Q: 3 clusters Score -936065.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -936081.125000 Penalty: 2675.072998
	Iteration 35Q: 3 clusters Score -936081.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -936091.062500 Penalty: 2675.072998
	Iteration 36Q: 3 clusters Score -936091.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -936105.687500 Penalty: 2675.072998
	Iteration 37Q: 3 clusters Score -936105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -936114.937500 Penalty: 2675.072998
	Iteration 38Q: 3 clusters Score -936114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -936124.750000 Penalty: 2675.072998
	Iteration 39Q: 3 clusters Score -936124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -936131.375000 Penalty: 2675.072998
	Iteration 40F: 3 clusters Score -936131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -936136.937500 Penalty: 2675.072998
	Iteration 41Q: 3 clusters Score -936136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -936146.187500 Penalty: 2675.072998
	Iteration 42Q: 3 clusters Score -936146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -936151.812500 Penalty: 2675.072998
	Iteration 43Q: 3 clusters Score -936151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -936158.312500 Penalty: 2675.072998
	Iteration 44Q: 3 clusters Score -936158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -936162.750000 Penalty: 2675.072998
	Iteration 45Q: 3 clusters Score -936162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -936163.875000 Penalty: 2675.072998
	Iteration 46Q: 3 clusters Score -936163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -936166.375000 Penalty: 2675.072998
	Iteration 47Q: 3 clusters Score -936166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -936170.687500 Penalty: 2675.072998
	Iteration 48Q: 3 clusters Score -936170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -936173.187500 Penalty: 2675.072998
	Iteration 49Q: 3 clusters Score -936173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -936172.437500 Penalty: 2675.072998
	Iteration 50Q: 3 clusters Score -936172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -936172.500000 Penalty: 2675.072998
	Iteration 51Q: 3 clusters Score -936172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -936173.375000 Penalty: 2675.072998
	Iteration 52Q: 3 clusters Score -936173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -936173.375000 Penalty: 2675.072998
	Iteration 53F: 3 clusters Score -936173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61208.878906 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61208.88 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61463.074219 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61463.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61598.453125 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61598.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61725.285156 Penalty: 1954.241699
	Iteration 3F: 3 clusters Score -61725.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61802.484375 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61802.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61834.636719 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61834.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61858.113281 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61858.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61864.335938 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61864.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61866.539062 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61866.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61869.492188 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61869.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61869.492188 Penalty: 1954.241699
	Iteration 10F: 3 clusters Score -61869.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -997465.687500 Penalty: 1354.041870
	Iteration 0F: 2 clusters Score -997465.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -991360.187500 Penalty: 2708.083740
	Iteration 0F: 3 clusters Score -991360.2 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -993329.562500 Penalty: 2708.083740
	Iteration 1F: 3 clusters Score -993329.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -993589.000000 Penalty: 2708.083740
	Iteration 2F: 3 clusters Score -993589 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -993754.125000 Penalty: 2708.083740
	Iteration 3Q: 3 clusters Score -993754.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -993875.875000 Penalty: 2708.083740
	Iteration 4Q: 3 clusters Score -993875.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -993990.250000 Penalty: 2708.083740
	Iteration 5Q: 3 clusters Score -993990.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -994075.875000 Penalty: 2708.083740
	Iteration 6Q: 3 clusters Score -994075.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -994143.625000 Penalty: 2708.083740
	Iteration 7Q: 3 clusters Score -994143.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -994219.062500 Penalty: 2708.083740
	Iteration 8Q: 3 clusters Score -994219.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -994288.062500 Penalty: 2708.083740
	Iteration 9Q: 3 clusters Score -994288.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -994349.312500 Penalty: 2708.083740
	Iteration 10Q: 3 clusters Score -994349.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -994409.000000 Penalty: 2708.083740
	Iteration 11Q: 3 clusters Score -994409 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -994456.562500 Penalty: 2708.083740
	Iteration 12Q: 3 clusters Score -994456.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -994497.312500 Penalty: 2708.083740
	Iteration 13Q: 3 clusters Score -994497.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -994531.875000 Penalty: 2708.083740
	Iteration 14Q: 3 clusters Score -994531.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -994575.000000 Penalty: 2708.083740
	Iteration 15Q: 3 clusters Score -994575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -994611.937500 Penalty: 2708.083740
	Iteration 16Q: 3 clusters Score -994611.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -994650.125000 Penalty: 2708.083740
	Iteration 17Q: 3 clusters Score -994650.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -994699.187500 Penalty: 2708.083740
	Iteration 18Q: 3 clusters Score -994699.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -994771.187500 Penalty: 2708.083740
	Iteration 19Q: 3 clusters Score -994771.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -994856.375000 Penalty: 2708.083740
	Iteration 20F: 3 clusters Score -994856.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -994943.812500 Penalty: 2708.083740
	Iteration 21Q: 3 clusters Score -994943.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -995042.750000 Penalty: 2708.083740
	Iteration 22Q: 3 clusters Score -995042.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -995163.875000 Penalty: 2708.083740
	Iteration 23Q: 3 clusters Score -995163.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -995285.687500 Penalty: 2708.083740
	Iteration 24Q: 3 clusters Score -995285.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -995421.812500 Penalty: 2708.083740
	Iteration 25Q: 3 clusters Score -995421.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -995601.062500 Penalty: 2708.083740
	Iteration 26Q: 3 clusters Score -995601.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -995830.937500 Penalty: 2708.083740
	Iteration 27Q: 3 clusters Score -995830.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -996048.375000 Penalty: 2708.083740
	Iteration 28Q: 3 clusters Score -996048.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -996212.937500 Penalty: 2708.083740
	Iteration 29Q: 3 clusters Score -996212.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -996373.562500 Penalty: 2708.083740
	Iteration 30Q: 3 clusters Score -996373.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -996507.687500 Penalty: 2708.083740
	Iteration 31Q: 3 clusters Score -996507.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -996621.375000 Penalty: 2708.083740
	Iteration 32Q: 3 clusters Score -996621.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -996706.625000 Penalty: 2708.083740
	Iteration 33Q: 3 clusters Score -996706.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -996763.312500 Penalty: 2708.083740
	Iteration 34Q: 3 clusters Score -996763.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -996800.000000 Penalty: 2708.083740
	Iteration 35Q: 3 clusters Score -996800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -996830.375000 Penalty: 2708.083740
	Iteration 36Q: 3 clusters Score -996830.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -996851.500000 Penalty: 2708.083740
	Iteration 37Q: 3 clusters Score -996851.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -996867.187500 Penalty: 2708.083740
	Iteration 38Q: 3 clusters Score -996867.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -996880.062500 Penalty: 2708.083740
	Iteration 39Q: 3 clusters Score -996880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -996890.250000 Penalty: 2708.083740
	Iteration 40F: 3 clusters Score -996890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -996896.562500 Penalty: 2708.083740
	Iteration 41Q: 3 clusters Score -996896.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -996904.750000 Penalty: 2708.083740
	Iteration 42Q: 3 clusters Score -996904.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -996914.562500 Penalty: 2708.083740
	Iteration 43Q: 3 clusters Score -996914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -996920.875000 Penalty: 2708.083740
	Iteration 44Q: 3 clusters Score -996920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -996920.562500 Penalty: 2708.083740
	Iteration 45Q: 3 clusters Score -996920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -996928.375000 Penalty: 2708.083740
	Iteration 46Q: 3 clusters Score -996928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -996930.750000 Penalty: 2708.083740
	Iteration 47Q: 3 clusters Score -996930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -996937.687500 Penalty: 2708.083740
	Iteration 48Q: 3 clusters Score -996937.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -996941.625000 Penalty: 2708.083740
	Iteration 49Q: 3 clusters Score -996941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -996947.312500 Penalty: 2708.083740
	Iteration 50Q: 3 clusters Score -996947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -996950.187500 Penalty: 2708.083740
	Iteration 51Q: 3 clusters Score -996950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -996951.875000 Penalty: 2708.083740
	Iteration 52Q: 3 clusters Score -996951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -996955.250000 Penalty: 2708.083740
	Iteration 53Q: 3 clusters Score -996955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -996957.750000 Penalty: 2708.083740
	Iteration 54Q: 3 clusters Score -996957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -996960.750000 Penalty: 2708.083740
	Iteration 55Q: 3 clusters Score -996960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -996961.687500 Penalty: 2708.083740
	Iteration 56Q: 3 clusters Score -996961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -996961.687500 Penalty: 2708.083740
	Iteration 57F: 3 clusters Score -996961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1154701.000000 Penalty: 1377.176514
	Iteration 0F: 2 clusters Score -1154701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1147701.000000 Penalty: 2754.353027
	Iteration 0F: 3 clusters Score -1147701 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1150071.750000 Penalty: 2754.353027
	Iteration 1F: 3 clusters Score -1150072 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1150421.875000 Penalty: 2754.353027
	Iteration 2F: 3 clusters Score -1150422 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1150724.625000 Penalty: 2754.353027
	Iteration 3F: 3 clusters Score -1150725 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1150987.000000 Penalty: 2754.353027
	Iteration 4Q: 3 clusters Score -1150987 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1151236.500000 Penalty: 2754.353027
	Iteration 5Q: 3 clusters Score -1151236 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1151471.125000 Penalty: 2754.353027
	Iteration 6Q: 3 clusters Score -1151471 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1151714.250000 Penalty: 2754.353027
	Iteration 7Q: 3 clusters Score -1151714 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1151988.250000 Penalty: 2754.353027
	Iteration 8Q: 3 clusters Score -1151988 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1152293.125000 Penalty: 2754.353027
	Iteration 9Q: 3 clusters Score -1152293 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1152597.250000 Penalty: 2754.353027
	Iteration 10Q: 3 clusters Score -1152597 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1152838.500000 Penalty: 2754.353027
	Iteration 11Q: 3 clusters Score -1152838 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1152987.750000 Penalty: 2754.353027
	Iteration 12Q: 3 clusters Score -1152988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1153080.500000 Penalty: 2754.353027
	Iteration 13Q: 3 clusters Score -1153080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1153143.125000 Penalty: 2754.353027
	Iteration 14Q: 3 clusters Score -1153143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1153195.000000 Penalty: 2754.353027
	Iteration 15Q: 3 clusters Score -1153195 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1153224.875000 Penalty: 2754.353027
	Iteration 16Q: 3 clusters Score -1153225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1153247.750000 Penalty: 2754.353027
	Iteration 17Q: 3 clusters Score -1153248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1153267.125000 Penalty: 2754.353027
	Iteration 18Q: 3 clusters Score -1153267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1153280.500000 Penalty: 2754.353027
	Iteration 19Q: 3 clusters Score -1153280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1153301.125000 Penalty: 2754.353027
	Iteration 20F: 3 clusters Score -1153301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1153320.000000 Penalty: 2754.353027
	Iteration 21Q: 3 clusters Score -1153320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1153340.375000 Penalty: 2754.353027
	Iteration 22Q: 3 clusters Score -1153340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1153359.125000 Penalty: 2754.353027
	Iteration 23Q: 3 clusters Score -1153359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1153374.500000 Penalty: 2754.353027
	Iteration 24Q: 3 clusters Score -1153374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1153385.375000 Penalty: 2754.353027
	Iteration 25Q: 3 clusters Score -1153385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1153396.750000 Penalty: 2754.353027
	Iteration 26Q: 3 clusters Score -1153397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1153408.250000 Penalty: 2754.353027
	Iteration 27Q: 3 clusters Score -1153408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1153415.625000 Penalty: 2754.353027
	Iteration 28Q: 3 clusters Score -1153416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1153424.000000 Penalty: 2754.353027
	Iteration 29Q: 3 clusters Score -1153424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1153430.000000 Penalty: 2754.353027
	Iteration 30Q: 3 clusters Score -1153430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1153438.250000 Penalty: 2754.353027
	Iteration 31Q: 3 clusters Score -1153438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1153443.375000 Penalty: 2754.353027
	Iteration 32Q: 3 clusters Score -1153443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1153448.625000 Penalty: 2754.353027
	Iteration 33Q: 3 clusters Score -1153449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1153449.000000 Penalty: 2754.353027
	Iteration 34Q: 3 clusters Score -1153449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1153458.375000 Penalty: 2754.353027
	Iteration 35Q: 3 clusters Score -1153458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1153459.625000 Penalty: 2754.353027
	Iteration 36Q: 3 clusters Score -1153460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1153457.875000 Penalty: 2754.353027
	Iteration 37Q: 3 clusters Score -1153458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1153463.500000 Penalty: 2754.353027
	Iteration 38Q: 3 clusters Score -1153464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1153471.875000 Penalty: 2754.353027
	Iteration 39Q: 3 clusters Score -1153472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1153472.375000 Penalty: 2754.353027
	Iteration 40F: 3 clusters Score -1153472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1153477.875000 Penalty: 2754.353027
	Iteration 41Q: 3 clusters Score -1153478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1153478.000000 Penalty: 2754.353027
	Iteration 42Q: 3 clusters Score -1153478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1153480.625000 Penalty: 2754.353027
	Iteration 43Q: 3 clusters Score -1153481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1153482.125000 Penalty: 2754.353027
	Iteration 44Q: 3 clusters Score -1153482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1153485.375000 Penalty: 2754.353027
	Iteration 45Q: 3 clusters Score -1153485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1153489.375000 Penalty: 2754.353027
	Iteration 46Q: 3 clusters Score -1153489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1153488.125000 Penalty: 2754.353027
	Iteration 47Q: 3 clusters Score -1153488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1153489.875000 Penalty: 2754.353027
	Iteration 48Q: 3 clusters Score -1153490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1153494.625000 Penalty: 2754.353027
	Iteration 49Q: 3 clusters Score -1153495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1153495.750000 Penalty: 2754.353027
	Iteration 50Q: 3 clusters Score -1153496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1153496.875000 Penalty: 2754.353027
	Iteration 51Q: 3 clusters Score -1153497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1153496.500000 Penalty: 2754.353027
	Iteration 52Q: 3 clusters Score -1153496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1153495.250000 Penalty: 2754.353027
	Iteration 53Q: 3 clusters Score -1153495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1153496.750000 Penalty: 2754.353027
	Iteration 54Q: 3 clusters Score -1153497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1153499.875000 Penalty: 2754.353027
	Iteration 55Q: 3 clusters Score -1153500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1153502.500000 Penalty: 2754.353027
	Iteration 56Q: 3 clusters Score -1153502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1153499.000000 Penalty: 2754.353027
	Iteration 57Q: 3 clusters Score -1153499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1153502.875000 Penalty: 2754.353027
	Iteration 58Q: 3 clusters Score -1153503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1153501.625000 Penalty: 2754.353027
	Iteration 59Q: 3 clusters Score -1153502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1153507.500000 Penalty: 2754.353027
	Iteration 60F: 3 clusters Score -1153508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1153509.750000 Penalty: 2754.353027
	Iteration 61Q: 3 clusters Score -1153510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1153509.125000 Penalty: 2754.353027
	Iteration 62Q: 3 clusters Score -1153509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1153510.125000 Penalty: 2754.353027
	Iteration 63Q: 3 clusters Score -1153510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1153507.750000 Penalty: 2754.353027
	Iteration 64Q: 3 clusters Score -1153508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1153509.625000 Penalty: 2754.353027
	Iteration 65Q: 3 clusters Score -1153510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1153510.875000 Penalty: 2754.353027
	Iteration 66Q: 3 clusters Score -1153511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1153512.125000 Penalty: 2754.353027
	Iteration 67Q: 3 clusters Score -1153512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1153512.125000 Penalty: 2754.353027
	Iteration 68F: 3 clusters Score -1153512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -473597.031250 Penalty: 1243.315430
	Iteration 0F: 2 clusters Score -473597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470367.468750 Penalty: 2486.630859
	Iteration 0F: 3 clusters Score -470367.5 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -471267.406250 Penalty: 2486.630859
	Iteration 1F: 3 clusters Score -471267.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -471426.156250 Penalty: 2486.630859
	Iteration 2F: 3 clusters Score -471426.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -471536.625000 Penalty: 2486.630859
	Iteration 3Q: 3 clusters Score -471536.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -471626.343750 Penalty: 2486.630859
	Iteration 4Q: 3 clusters Score -471626.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -471674.781250 Penalty: 2486.630859
	Iteration 5Q: 3 clusters Score -471674.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -471712.187500 Penalty: 2486.630859
	Iteration 6Q: 3 clusters Score -471712.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -471739.968750 Penalty: 2486.630859
	Iteration 7Q: 3 clusters Score -471740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -471762.312500 Penalty: 2486.630859
	Iteration 8Q: 3 clusters Score -471762.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -471780.281250 Penalty: 2486.630859
	Iteration 9Q: 3 clusters Score -471780.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471795.031250 Penalty: 2486.630859
	Iteration 10Q: 3 clusters Score -471795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -471813.843750 Penalty: 2486.630859
	Iteration 11Q: 3 clusters Score -471813.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -471822.718750 Penalty: 2486.630859
	Iteration 12Q: 3 clusters Score -471822.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -471832.156250 Penalty: 2486.630859
	Iteration 13Q: 3 clusters Score -471832.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -471845.156250 Penalty: 2486.630859
	Iteration 14Q: 3 clusters Score -471845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -471862.062500 Penalty: 2486.630859
	Iteration 15Q: 3 clusters Score -471862.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -471874.156250 Penalty: 2486.630859
	Iteration 16Q: 3 clusters Score -471874.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -471885.218750 Penalty: 2486.630859
	Iteration 17Q: 3 clusters Score -471885.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -471897.812500 Penalty: 2486.630859
	Iteration 18Q: 3 clusters Score -471897.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -471909.687500 Penalty: 2486.630859
	Iteration 19Q: 3 clusters Score -471909.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -471921.531250 Penalty: 2486.630859
	Iteration 20F: 3 clusters Score -471921.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -471935.750000 Penalty: 2486.630859
	Iteration 21Q: 3 clusters Score -471935.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -471946.093750 Penalty: 2486.630859
	Iteration 22Q: 3 clusters Score -471946.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -471956.625000 Penalty: 2486.630859
	Iteration 23Q: 3 clusters Score -471956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -471964.968750 Penalty: 2486.630859
	Iteration 24Q: 3 clusters Score -471965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -471978.187500 Penalty: 2486.630859
	Iteration 25Q: 3 clusters Score -471978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -471994.281250 Penalty: 2486.630859
	Iteration 26Q: 3 clusters Score -471994.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -472008.468750 Penalty: 2486.630859
	Iteration 27Q: 3 clusters Score -472008.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -472017.593750 Penalty: 2486.630859
	Iteration 28Q: 3 clusters Score -472017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -472030.875000 Penalty: 2486.630859
	Iteration 29Q: 3 clusters Score -472030.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -472039.125000 Penalty: 2486.630859
	Iteration 30Q: 3 clusters Score -472039.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -472050.562500 Penalty: 2486.630859
	Iteration 31Q: 3 clusters Score -472050.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -472057.500000 Penalty: 2486.630859
	Iteration 32Q: 3 clusters Score -472057.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -472066.375000 Penalty: 2486.630859
	Iteration 33Q: 3 clusters Score -472066.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -472073.218750 Penalty: 2486.630859
	Iteration 34Q: 3 clusters Score -472073.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -472080.250000 Penalty: 2486.630859
	Iteration 35Q: 3 clusters Score -472080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -472087.687500 Penalty: 2486.630859
	Iteration 36Q: 3 clusters Score -472087.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -472092.718750 Penalty: 2486.630859
	Iteration 37Q: 3 clusters Score -472092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -472098.656250 Penalty: 2486.630859
	Iteration 38Q: 3 clusters Score -472098.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -472103.156250 Penalty: 2486.630859
	Iteration 39Q: 3 clusters Score -472103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -472106.718750 Penalty: 2486.630859
	Iteration 40F: 3 clusters Score -472106.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -472112.312500 Penalty: 2486.630859
	Iteration 41Q: 3 clusters Score -472112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -472119.593750 Penalty: 2486.630859
	Iteration 42Q: 3 clusters Score -472119.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -472126.187500 Penalty: 2486.630859
	Iteration 43Q: 3 clusters Score -472126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -472128.500000 Penalty: 2486.630859
	Iteration 44Q: 3 clusters Score -472128.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -472134.968750 Penalty: 2486.630859
	Iteration 45Q: 3 clusters Score -472135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -472139.750000 Penalty: 2486.630859
	Iteration 46Q: 3 clusters Score -472139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -472147.156250 Penalty: 2486.630859
	Iteration 47Q: 3 clusters Score -472147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -472157.000000 Penalty: 2486.630859
	Iteration 48Q: 3 clusters Score -472157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -472162.843750 Penalty: 2486.630859
	Iteration 49Q: 3 clusters Score -472162.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -472169.218750 Penalty: 2486.630859
	Iteration 50Q: 3 clusters Score -472169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -472173.750000 Penalty: 2486.630859
	Iteration 51Q: 3 clusters Score -472173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -472178.562500 Penalty: 2486.630859
	Iteration 52Q: 3 clusters Score -472178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -472182.718750 Penalty: 2486.630859
	Iteration 53Q: 3 clusters Score -472182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -472186.187500 Penalty: 2486.630859
	Iteration 54Q: 3 clusters Score -472186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -472191.062500 Penalty: 2486.630859
	Iteration 55Q: 3 clusters Score -472191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -472198.437500 Penalty: 2486.630859
	Iteration 56Q: 3 clusters Score -472198.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -472207.687500 Penalty: 2486.630859
	Iteration 57Q: 3 clusters Score -472207.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -472218.562500 Penalty: 2486.630859
	Iteration 58Q: 3 clusters Score -472218.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -472226.625000 Penalty: 2486.630859
	Iteration 59Q: 3 clusters Score -472226.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -472238.218750 Penalty: 2486.630859
	Iteration 60F: 3 clusters Score -472238.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -472251.062500 Penalty: 2486.630859
	Iteration 61Q: 3 clusters Score -472251.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -472269.031250 Penalty: 2486.630859
	Iteration 62Q: 3 clusters Score -472269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -472285.593750 Penalty: 2486.630859
	Iteration 63Q: 3 clusters Score -472285.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -472302.500000 Penalty: 2486.630859
	Iteration 64Q: 3 clusters Score -472302.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -472324.156250 Penalty: 2486.630859
	Iteration 65Q: 3 clusters Score -472324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -472342.687500 Penalty: 2486.630859
	Iteration 66Q: 3 clusters Score -472342.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -472360.375000 Penalty: 2486.630859
	Iteration 67Q: 3 clusters Score -472360.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -472375.000000 Penalty: 2486.630859
	Iteration 68Q: 3 clusters Score -472375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -472387.812500 Penalty: 2486.630859
	Iteration 69Q: 3 clusters Score -472387.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -472396.562500 Penalty: 2486.630859
	Iteration 70Q: 3 clusters Score -472396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -472399.937500 Penalty: 2486.630859
	Iteration 71Q: 3 clusters Score -472399.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -472405.187500 Penalty: 2486.630859
	Iteration 72Q: 3 clusters Score -472405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -472412.656250 Penalty: 2486.630859
	Iteration 73Q: 3 clusters Score -472412.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -472423.750000 Penalty: 2486.630859
	Iteration 74Q: 3 clusters Score -472423.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -472442.375000 Penalty: 2486.630859
	Iteration 75Q: 3 clusters Score -472442.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -472465.687500 Penalty: 2486.630859
	Iteration 76Q: 3 clusters Score -472465.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -472498.031250 Penalty: 2486.630859
	Iteration 77Q: 3 clusters Score -472498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -472522.531250 Penalty: 2486.630859
	Iteration 78Q: 3 clusters Score -472522.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -472553.718750 Penalty: 2486.630859
	Iteration 79Q: 3 clusters Score -472553.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -472574.843750 Penalty: 2486.630859
	Iteration 80F: 3 clusters Score -472574.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -472598.500000 Penalty: 2486.630859
	Iteration 81Q: 3 clusters Score -472598.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -472624.312500 Penalty: 2486.630859
	Iteration 82Q: 3 clusters Score -472624.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -472645.750000 Penalty: 2486.630859
	Iteration 83Q: 3 clusters Score -472645.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -472663.187500 Penalty: 2486.630859
	Iteration 84Q: 3 clusters Score -472663.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -472680.343750 Penalty: 2486.630859
	Iteration 85Q: 3 clusters Score -472680.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -472690.781250 Penalty: 2486.630859
	Iteration 86Q: 3 clusters Score -472690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -472696.656250 Penalty: 2486.630859
	Iteration 87Q: 3 clusters Score -472696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -472700.468750 Penalty: 2486.630859
	Iteration 88Q: 3 clusters Score -472700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -472701.750000 Penalty: 2486.630859
	Iteration 89Q: 3 clusters Score -472701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -472703.937500 Penalty: 2486.630859
	Iteration 90Q: 3 clusters Score -472703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -472704.000000 Penalty: 2486.630859
	Iteration 91Q: 3 clusters Score -472704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -472704.000000 Penalty: 2486.630859
	Iteration 92F: 3 clusters Score -472704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -943823.812500 Penalty: 1347.917725
	Iteration 0F: 2 clusters Score -943823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -937970.500000 Penalty: 2695.835449
	Iteration 0F: 3 clusters Score -937970.5 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -939955.812500 Penalty: 2695.835449
	Iteration 1F: 3 clusters Score -939955.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -940300.000000 Penalty: 2695.835449
	Iteration 2F: 3 clusters Score -940300 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -940521.625000 Penalty: 2695.835449
	Iteration 3F: 3 clusters Score -940521.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -940684.375000 Penalty: 2695.835449
	Iteration 4Q: 3 clusters Score -940684.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -940805.187500 Penalty: 2695.835449
	Iteration 5Q: 3 clusters Score -940805.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -940896.250000 Penalty: 2695.835449
	Iteration 6Q: 3 clusters Score -940896.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -940983.437500 Penalty: 2695.835449
	Iteration 7Q: 3 clusters Score -940983.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -941086.625000 Penalty: 2695.835449
	Iteration 8Q: 3 clusters Score -941086.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -941178.437500 Penalty: 2695.835449
	Iteration 9Q: 3 clusters Score -941178.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -941268.500000 Penalty: 2695.835449
	Iteration 10Q: 3 clusters Score -941268.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -941361.625000 Penalty: 2695.835449
	Iteration 11Q: 3 clusters Score -941361.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -941452.937500 Penalty: 2695.835449
	Iteration 12Q: 3 clusters Score -941452.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -941544.625000 Penalty: 2695.835449
	Iteration 13Q: 3 clusters Score -941544.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -941646.750000 Penalty: 2695.835449
	Iteration 14Q: 3 clusters Score -941646.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -941741.812500 Penalty: 2695.835449
	Iteration 15Q: 3 clusters Score -941741.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -941825.562500 Penalty: 2695.835449
	Iteration 16Q: 3 clusters Score -941825.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -941923.062500 Penalty: 2695.835449
	Iteration 17Q: 3 clusters Score -941923.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -942031.062500 Penalty: 2695.835449
	Iteration 18Q: 3 clusters Score -942031.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -942126.375000 Penalty: 2695.835449
	Iteration 19Q: 3 clusters Score -942126.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -942220.187500 Penalty: 2695.835449
	Iteration 20F: 3 clusters Score -942220.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -942293.562500 Penalty: 2695.835449
	Iteration 21Q: 3 clusters Score -942293.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -942359.250000 Penalty: 2695.835449
	Iteration 22Q: 3 clusters Score -942359.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -942418.937500 Penalty: 2695.835449
	Iteration 23Q: 3 clusters Score -942418.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -942474.187500 Penalty: 2695.835449
	Iteration 24Q: 3 clusters Score -942474.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -942516.625000 Penalty: 2695.835449
	Iteration 25Q: 3 clusters Score -942516.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -942551.500000 Penalty: 2695.835449
	Iteration 26Q: 3 clusters Score -942551.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -942587.687500 Penalty: 2695.835449
	Iteration 27Q: 3 clusters Score -942587.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -942621.250000 Penalty: 2695.835449
	Iteration 28Q: 3 clusters Score -942621.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -942666.437500 Penalty: 2695.835449
	Iteration 29Q: 3 clusters Score -942666.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -942700.062500 Penalty: 2695.835449
	Iteration 30Q: 3 clusters Score -942700.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -942732.062500 Penalty: 2695.835449
	Iteration 31Q: 3 clusters Score -942732.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -942758.875000 Penalty: 2695.835449
	Iteration 32Q: 3 clusters Score -942758.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -942782.062500 Penalty: 2695.835449
	Iteration 33Q: 3 clusters Score -942782.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -942803.625000 Penalty: 2695.835449
	Iteration 34Q: 3 clusters Score -942803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -942825.812500 Penalty: 2695.835449
	Iteration 35Q: 3 clusters Score -942825.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -942836.625000 Penalty: 2695.835449
	Iteration 36Q: 3 clusters Score -942836.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -942844.937500 Penalty: 2695.835449
	Iteration 37Q: 3 clusters Score -942844.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -942856.562500 Penalty: 2695.835449
	Iteration 38Q: 3 clusters Score -942856.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -942861.062500 Penalty: 2695.835449
	Iteration 39Q: 3 clusters Score -942861.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -942869.437500 Penalty: 2695.835449
	Iteration 40F: 3 clusters Score -942869.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -942875.875000 Penalty: 2695.835449
	Iteration 41Q: 3 clusters Score -942875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -942883.250000 Penalty: 2695.835449
	Iteration 42Q: 3 clusters Score -942883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -942890.562500 Penalty: 2695.835449
	Iteration 43Q: 3 clusters Score -942890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -942893.187500 Penalty: 2695.835449
	Iteration 44Q: 3 clusters Score -942893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -942901.500000 Penalty: 2695.835449
	Iteration 45Q: 3 clusters Score -942901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -942907.062500 Penalty: 2695.835449
	Iteration 46Q: 3 clusters Score -942907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -942912.625000 Penalty: 2695.835449
	Iteration 47Q: 3 clusters Score -942912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -942913.312500 Penalty: 2695.835449
	Iteration 48Q: 3 clusters Score -942913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -942917.312500 Penalty: 2695.835449
	Iteration 49Q: 3 clusters Score -942917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -942916.812500 Penalty: 2695.835449
	Iteration 50Q: 3 clusters Score -942916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -942916.250000 Penalty: 2695.835449
	Iteration 51Q: 3 clusters Score -942916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -942916.812500 Penalty: 2695.835449
	Iteration 52Q: 3 clusters Score -942916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -942917.437500 Penalty: 2695.835449
	Iteration 53Q: 3 clusters Score -942917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -942918.500000 Penalty: 2695.835449
	Iteration 54Q: 3 clusters Score -942918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -942918.562500 Penalty: 2695.835449
	Iteration 55Q: 3 clusters Score -942918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -942918.562500 Penalty: 2695.835449
	Iteration 56F: 3 clusters Score -942918.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Entering Unmasked Estep 
Score: -5153679.500000 Penalty: 1590.971558
	Iteration 0F: 2 clusters Score -5153680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5125084.500000 Penalty: 3181.943115
	Iteration 0F: 3 clusters Score -5125084 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5136001.500000 Penalty: 3181.943115
	Iteration 1F: 3 clusters Score -5136002 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5136605.500000 Penalty: 3181.943115
	Iteration 2Q: 3 clusters Score -5136606 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5137119.500000 Penalty: 3181.943115
	Iteration 3Q: 3 clusters Score -5137120 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5137717.000000 Penalty: 3181.943115
	Iteration 4Q: 3 clusters Score -5137717 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5138393.500000 Penalty: 3181.943115
	Iteration 5Q: 3 clusters Score -5138394 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5139200.000000 Penalty: 3181.943115
	Iteration 6Q: 3 clusters Score -5139200 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5140277.000000 Penalty: 3181.943115
	Iteration 7Q: 3 clusters Score -5140277 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -5141615.500000 Penalty: 3181.943115
	Iteration 8Q: 3 clusters Score -5141616 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -5143274.500000 Penalty: 3181.943115
	Iteration 9F: 3 clusters Score -5143274 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5145145.000000 Penalty: 3181.943115
	Iteration 10F: 3 clusters Score -5145145 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -5146623.000000 Penalty: 3181.943115
	Iteration 11Q: 3 clusters Score -5146623 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -5147666.500000 Penalty: 3181.943115
	Iteration 12Q: 3 clusters Score -5147666 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -5148386.000000 Penalty: 3181.943115
	Iteration 13Q: 3 clusters Score -5148386 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5148883.000000 Penalty: 3181.943115
	Iteration 14Q: 3 clusters Score -5148883 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -5149231.000000 Penalty: 3181.943115
	Iteration 15Q: 3 clusters Score -5149231 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5149510.500000 Penalty: 3181.943115
	Iteration 16Q: 3 clusters Score -5149510 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5149732.000000 Penalty: 3181.943115
	Iteration 17Q: 3 clusters Score -5149732 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5149907.000000 Penalty: 3181.943115
	Iteration 18Q: 3 clusters Score -5149907 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5150047.500000 Penalty: 3181.943115
	Iteration 19Q: 3 clusters Score -5150048 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -5150248.500000 Penalty: 3181.943115
	Iteration 20F: 3 clusters Score -5150248 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5150420.000000 Penalty: 3181.943115
	Iteration 21Q: 3 clusters Score -5150420 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5150558.500000 Penalty: 3181.943115
	Iteration 22Q: 3 clusters Score -5150558 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5150714.000000 Penalty: 3181.943115
	Iteration 23Q: 3 clusters Score -5150714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5150874.000000 Penalty: 3181.943115
	Iteration 24Q: 3 clusters Score -5150874 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5150987.500000 Penalty: 3181.943115
	Iteration 25Q: 3 clusters Score -5150988 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5151123.000000 Penalty: 3181.943115
	Iteration 26Q: 3 clusters Score -5151123 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5151227.000000 Penalty: 3181.943115
	Iteration 27Q: 3 clusters Score -5151227 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5151332.500000 Penalty: 3181.943115
	Iteration 28Q: 3 clusters Score -5151332 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5151414.000000 Penalty: 3181.943115
	Iteration 29Q: 3 clusters Score -5151414 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5151526.000000 Penalty: 3181.943115
	Iteration 30Q: 3 clusters Score -5151526 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5151622.000000 Penalty: 3181.943115
	Iteration 31Q: 3 clusters Score -5151622 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5151726.500000 Penalty: 3181.943115
	Iteration 32Q: 3 clusters Score -5151726 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5151816.000000 Penalty: 3181.943115
	Iteration 33Q: 3 clusters Score -5151816 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5151897.000000 Penalty: 3181.943115
	Iteration 34Q: 3 clusters Score -5151897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5151977.500000 Penalty: 3181.943115
	Iteration 35Q: 3 clusters Score -5151978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5152028.500000 Penalty: 3181.943115
	Iteration 36Q: 3 clusters Score -5152028 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5152099.000000 Penalty: 3181.943115
	Iteration 37Q: 3 clusters Score -5152099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5152139.500000 Penalty: 3181.943115
	Iteration 38Q: 3 clusters Score -5152140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5152193.500000 Penalty: 3181.943115
	Iteration 39Q: 3 clusters Score -5152194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5152223.500000 Penalty: 3181.943115
	Iteration 40F: 3 clusters Score -5152224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5152264.500000 Penalty: 3181.943115
	Iteration 41Q: 3 clusters Score -5152264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5152302.500000 Penalty: 3181.943115
	Iteration 42Q: 3 clusters Score -5152302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5152330.000000 Penalty: 3181.943115
	Iteration 43Q: 3 clusters Score -5152330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5152346.000000 Penalty: 3181.943115
	Iteration 44Q: 3 clusters Score -5152346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5152370.000000 Penalty: 3181.943115
	Iteration 45Q: 3 clusters Score -5152370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5152379.500000 Penalty: 3181.943115
	Iteration 46Q: 3 clusters Score -5152380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5152387.500000 Penalty: 3181.943115
	Iteration 47Q: 3 clusters Score -5152388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5152396.500000 Penalty: 3181.943115
	Iteration 48Q: 3 clusters Score -5152396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5152403.000000 Penalty: 3181.943115
	Iteration 49Q: 3 clusters Score -5152403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5152407.000000 Penalty: 3181.943115
	Iteration 50Q: 3 clusters Score -5152407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5152412.500000 Penalty: 3181.943115
	Iteration 51Q: 3 clusters Score -5152412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5152410.500000 Penalty: 3181.943115
	Iteration 52Q: 3 clusters Score -5152410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5152415.500000 Penalty: 3181.943115
	Iteration 53Q: 3 clusters Score -5152416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5152409.500000 Penalty: 3181.943115
	Iteration 54Q: 3 clusters Score -5152410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5152409.000000 Penalty: 3181.943115
	Iteration 55Q: 3 clusters Score -5152409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5152409.000000 Penalty: 3181.943115
	Iteration 56Q: 3 clusters Score -5152409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5152416.000000 Penalty: 3181.943115
	Iteration 57Q: 3 clusters Score -5152416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5152414.500000 Penalty: 3181.943115
	Iteration 58Q: 3 clusters Score -5152414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5152411.000000 Penalty: 3181.943115
	Iteration 59Q: 3 clusters Score -5152411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5152415.000000 Penalty: 3181.943115
	Iteration 60F: 3 clusters Score -5152415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5152422.000000 Penalty: 3181.943115
	Iteration 61Q: 3 clusters Score -5152422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5152422.000000 Penalty: 3181.943115
	Iteration 62Q: 3 clusters Score -5152422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5152425.000000 Penalty: 3181.943115
	Iteration 63Q: 3 clusters Score -5152425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5152429.500000 Penalty: 3181.943115
	Iteration 64Q: 3 clusters Score -5152430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5152422.500000 Penalty: 3181.943115
	Iteration 65Q: 3 clusters Score -5152422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5152423.000000 Penalty: 3181.943115
	Iteration 66Q: 3 clusters Score -5152423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5152420.000000 Penalty: 3181.943115
	Iteration 67Q: 3 clusters Score -5152420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5152424.000000 Penalty: 3181.943115
	Iteration 68Q: 3 clusters Score -5152424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5152424.000000 Penalty: 3181.943115
	Iteration 69Q: 3 clusters Score -5152424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5152424.000000 Penalty: 3181.943115
	Iteration 70F: 3 clusters Score -5152424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -160530.531250 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -160530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158927.250000 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -158927.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159318.906250 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -159318.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159424.656250 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -159424.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -159473.828125 Penalty: 2178.982666
	Iteration 3Q: 3 clusters Score -159473.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159506.812500 Penalty: 2178.982666
	Iteration 4Q: 3 clusters Score -159506.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -159525.046875 Penalty: 2178.982666
	Iteration 5Q: 3 clusters Score -159525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -159539.328125 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -159539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159551.562500 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -159551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159556.421875 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -159556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159560.781250 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -159560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159563.265625 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -159563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159564.218750 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -159564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159564.875000 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -159564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159565.828125 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -159565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159565.828125 Penalty: 2178.982666
	Iteration 14F: 3 clusters Score -159565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Entering Unmasked Estep 
Score: -3237394.750000 Penalty: 1520.482788
	Iteration 0F: 2 clusters Score -3237395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3219543.250000 Penalty: 3040.965576
	Iteration 0F: 3 clusters Score -3219543 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3226549.750000 Penalty: 3040.965576
	Iteration 1F: 3 clusters Score -3226550 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3227369.250000 Penalty: 3040.965576
	Iteration 2F: 3 clusters Score -3227369 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3228292.250000 Penalty: 3040.965576
	Iteration 3F: 3 clusters Score -3228292 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3229261.500000 Penalty: 3040.965576
	Iteration 4F: 3 clusters Score -3229262 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3230246.750000 Penalty: 3040.965576
	Iteration 5F: 3 clusters Score -3230247 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3231302.750000 Penalty: 3040.965576
	Iteration 6F: 3 clusters Score -3231303 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3232386.750000 Penalty: 3040.965576
	Iteration 7F: 3 clusters Score -3232387 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3233497.250000 Penalty: 3040.965576
	Iteration 8F: 3 clusters Score -3233497 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3234523.000000 Penalty: 3040.965576
	Iteration 9Q: 3 clusters Score -3234523 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3235289.250000 Penalty: 3040.965576
	Iteration 10Q: 3 clusters Score -3235289 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3235763.000000 Penalty: 3040.965576
	Iteration 11Q: 3 clusters Score -3235763 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3236095.750000 Penalty: 3040.965576
	Iteration 12Q: 3 clusters Score -3236096 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3236312.250000 Penalty: 3040.965576
	Iteration 13Q: 3 clusters Score -3236312 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3236473.000000 Penalty: 3040.965576
	Iteration 14Q: 3 clusters Score -3236473 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3236594.000000 Penalty: 3040.965576
	Iteration 15Q: 3 clusters Score -3236594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3236707.500000 Penalty: 3040.965576
	Iteration 16Q: 3 clusters Score -3236708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3236790.750000 Penalty: 3040.965576
	Iteration 17Q: 3 clusters Score -3236791 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3236850.250000 Penalty: 3040.965576
	Iteration 18Q: 3 clusters Score -3236850 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3236907.750000 Penalty: 3040.965576
	Iteration 19Q: 3 clusters Score -3236908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3236950.750000 Penalty: 3040.965576
	Iteration 20F: 3 clusters Score -3236951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3236984.250000 Penalty: 3040.965576
	Iteration 21Q: 3 clusters Score -3236984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3237006.750000 Penalty: 3040.965576
	Iteration 22Q: 3 clusters Score -3237007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3237012.000000 Penalty: 3040.965576
	Iteration 23Q: 3 clusters Score -3237012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3237029.500000 Penalty: 3040.965576
	Iteration 24Q: 3 clusters Score -3237030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3237040.750000 Penalty: 3040.965576
	Iteration 25Q: 3 clusters Score -3237041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3237056.750000 Penalty: 3040.965576
	Iteration 26Q: 3 clusters Score -3237057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3237065.250000 Penalty: 3040.965576
	Iteration 27Q: 3 clusters Score -3237065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3237070.250000 Penalty: 3040.965576
	Iteration 28Q: 3 clusters Score -3237070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3237076.000000 Penalty: 3040.965576
	Iteration 29Q: 3 clusters Score -3237076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3237080.250000 Penalty: 3040.965576
	Iteration 30Q: 3 clusters Score -3237080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3237081.750000 Penalty: 3040.965576
	Iteration 31Q: 3 clusters Score -3237082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3237087.500000 Penalty: 3040.965576
	Iteration 32Q: 3 clusters Score -3237088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3237086.250000 Penalty: 3040.965576
	Iteration 33Q: 3 clusters Score -3237086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3237088.250000 Penalty: 3040.965576
	Iteration 34Q: 3 clusters Score -3237088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3237087.250000 Penalty: 3040.965576
	Iteration 35Q: 3 clusters Score -3237087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3237086.750000 Penalty: 3040.965576
	Iteration 36Q: 3 clusters Score -3237087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3237091.250000 Penalty: 3040.965576
	Iteration 37Q: 3 clusters Score -3237091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3237091.250000 Penalty: 3040.965576
	Iteration 38Q: 3 clusters Score -3237091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3237091.500000 Penalty: 3040.965576
	Iteration 39Q: 3 clusters Score -3237092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3237091.500000 Penalty: 3040.965576
	Iteration 40F: 3 clusters Score -3237092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -639801.875000 Penalty: 1287.116089
	Iteration 0F: 2 clusters Score -639801.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -635685.437500 Penalty: 2574.232178
	Iteration 0F: 3 clusters Score -635685.4 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -636918.562500 Penalty: 2574.232178
	Iteration 1F: 3 clusters Score -636918.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -637141.375000 Penalty: 2574.232178
	Iteration 2F: 3 clusters Score -637141.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -637274.062500 Penalty: 2574.232178
	Iteration 3Q: 3 clusters Score -637274.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -637363.125000 Penalty: 2574.232178
	Iteration 4Q: 3 clusters Score -637363.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -637430.750000 Penalty: 2574.232178
	Iteration 5Q: 3 clusters Score -637430.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -637479.312500 Penalty: 2574.232178
	Iteration 6Q: 3 clusters Score -637479.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -637517.500000 Penalty: 2574.232178
	Iteration 7Q: 3 clusters Score -637517.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -637551.187500 Penalty: 2574.232178
	Iteration 8Q: 3 clusters Score -637551.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -637585.187500 Penalty: 2574.232178
	Iteration 9Q: 3 clusters Score -637585.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -637616.000000 Penalty: 2574.232178
	Iteration 10Q: 3 clusters Score -637616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -637648.937500 Penalty: 2574.232178
	Iteration 11Q: 3 clusters Score -637648.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -637679.125000 Penalty: 2574.232178
	Iteration 12Q: 3 clusters Score -637679.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -637712.875000 Penalty: 2574.232178
	Iteration 13Q: 3 clusters Score -637712.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -637749.250000 Penalty: 2574.232178
	Iteration 14Q: 3 clusters Score -637749.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -637791.062500 Penalty: 2574.232178
	Iteration 15Q: 3 clusters Score -637791.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -637828.625000 Penalty: 2574.232178
	Iteration 16Q: 3 clusters Score -637828.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -637867.312500 Penalty: 2574.232178
	Iteration 17Q: 3 clusters Score -637867.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -637907.062500 Penalty: 2574.232178
	Iteration 18Q: 3 clusters Score -637907.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -637947.750000 Penalty: 2574.232178
	Iteration 19Q: 3 clusters Score -637947.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -637988.625000 Penalty: 2574.232178
	Iteration 20F: 3 clusters Score -637988.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -638038.125000 Penalty: 2574.232178
	Iteration 21Q: 3 clusters Score -638038.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -638080.437500 Penalty: 2574.232178
	Iteration 22Q: 3 clusters Score -638080.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -638126.250000 Penalty: 2574.232178
	Iteration 23Q: 3 clusters Score -638126.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -638187.625000 Penalty: 2574.232178
	Iteration 24Q: 3 clusters Score -638187.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -638244.875000 Penalty: 2574.232178
	Iteration 25Q: 3 clusters Score -638244.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -638295.750000 Penalty: 2574.232178
	Iteration 26Q: 3 clusters Score -638295.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -638351.062500 Penalty: 2574.232178
	Iteration 27Q: 3 clusters Score -638351.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -638396.812500 Penalty: 2574.232178
	Iteration 28Q: 3 clusters Score -638396.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -638437.437500 Penalty: 2574.232178
	Iteration 29Q: 3 clusters Score -638437.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -638484.250000 Penalty: 2574.232178
	Iteration 30Q: 3 clusters Score -638484.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -638536.875000 Penalty: 2574.232178
	Iteration 31Q: 3 clusters Score -638536.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -638580.312500 Penalty: 2574.232178
	Iteration 32Q: 3 clusters Score -638580.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -638624.750000 Penalty: 2574.232178
	Iteration 33Q: 3 clusters Score -638624.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -638665.500000 Penalty: 2574.232178
	Iteration 34Q: 3 clusters Score -638665.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -638704.812500 Penalty: 2574.232178
	Iteration 35Q: 3 clusters Score -638704.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -638735.625000 Penalty: 2574.232178
	Iteration 36Q: 3 clusters Score -638735.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -638762.000000 Penalty: 2574.232178
	Iteration 37Q: 3 clusters Score -638762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -638789.000000 Penalty: 2574.232178
	Iteration 38Q: 3 clusters Score -638789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -638807.125000 Penalty: 2574.232178
	Iteration 39Q: 3 clusters Score -638807.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -638829.875000 Penalty: 2574.232178
	Iteration 40F: 3 clusters Score -638829.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -638850.000000 Penalty: 2574.232178
	Iteration 41Q: 3 clusters Score -638850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -638863.562500 Penalty: 2574.232178
	Iteration 42Q: 3 clusters Score -638863.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -638876.437500 Penalty: 2574.232178
	Iteration 43Q: 3 clusters Score -638876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -638886.062500 Penalty: 2574.232178
	Iteration 44Q: 3 clusters Score -638886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -638891.125000 Penalty: 2574.232178
	Iteration 45Q: 3 clusters Score -638891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -638900.500000 Penalty: 2574.232178
	Iteration 46Q: 3 clusters Score -638900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -638908.937500 Penalty: 2574.232178
	Iteration 47Q: 3 clusters Score -638908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -638912.125000 Penalty: 2574.232178
	Iteration 48Q: 3 clusters Score -638912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -638915.437500 Penalty: 2574.232178
	Iteration 49Q: 3 clusters Score -638915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -638917.250000 Penalty: 2574.232178
	Iteration 50Q: 3 clusters Score -638917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -638920.312500 Penalty: 2574.232178
	Iteration 51Q: 3 clusters Score -638920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -638923.687500 Penalty: 2574.232178
	Iteration 52Q: 3 clusters Score -638923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -638929.750000 Penalty: 2574.232178
	Iteration 53Q: 3 clusters Score -638929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -638936.000000 Penalty: 2574.232178
	Iteration 54Q: 3 clusters Score -638936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -638941.875000 Penalty: 2574.232178
	Iteration 55Q: 3 clusters Score -638941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -638946.687500 Penalty: 2574.232178
	Iteration 56Q: 3 clusters Score -638946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -638946.500000 Penalty: 2574.232178
	Iteration 57Q: 3 clusters Score -638946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -638946.500000 Penalty: 2574.232178
	Iteration 58F: 3 clusters Score -638946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1837143.125000 Penalty: 1436.496094
	Iteration 0F: 2 clusters Score -1837143 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 7885 members 
Entering Unmasked Estep 
Score: -1826930.750000 Penalty: 2872.992188
	Iteration 0F: 3 clusters Score -1826931 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1830565.250000 Penalty: 2872.992188
	Iteration 1F: 3 clusters Score -1830565 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1830968.750000 Penalty: 2872.992188
	Iteration 2F: 3 clusters Score -1830969 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1831285.625000 Penalty: 2872.992188
	Iteration 3Q: 3 clusters Score -1831286 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1831624.250000 Penalty: 2872.992188
	Iteration 4Q: 3 clusters Score -1831624 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1831984.375000 Penalty: 2872.992188
	Iteration 5Q: 3 clusters Score -1831984 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1832417.750000 Penalty: 2872.992188
	Iteration 6Q: 3 clusters Score -1832418 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1832932.500000 Penalty: 2872.992188
	Iteration 7F: 3 clusters Score -1832932 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1833497.375000 Penalty: 2872.992188
	Iteration 8F: 3 clusters Score -1833497 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1834097.250000 Penalty: 2872.992188
	Iteration 9F: 3 clusters Score -1834097 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1834689.625000 Penalty: 2872.992188
	Iteration 10Q: 3 clusters Score -1834690 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1835146.500000 Penalty: 2872.992188
	Iteration 11Q: 3 clusters Score -1835146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1835479.875000 Penalty: 2872.992188
	Iteration 12Q: 3 clusters Score -1835480 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1835701.000000 Penalty: 2872.992188
	Iteration 13Q: 3 clusters Score -1835701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1835826.000000 Penalty: 2872.992188
	Iteration 14Q: 3 clusters Score -1835826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1835887.875000 Penalty: 2872.992188
	Iteration 15Q: 3 clusters Score -1835888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1835931.250000 Penalty: 2872.992188
	Iteration 16Q: 3 clusters Score -1835931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1835956.500000 Penalty: 2872.992188
	Iteration 17Q: 3 clusters Score -1835956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1835989.750000 Penalty: 2872.992188
	Iteration 18Q: 3 clusters Score -1835990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1836008.000000 Penalty: 2872.992188
	Iteration 19Q: 3 clusters Score -1836008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1836020.125000 Penalty: 2872.992188
	Iteration 20F: 3 clusters Score -1836020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1836034.000000 Penalty: 2872.992188
	Iteration 21Q: 3 clusters Score -1836034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1836040.250000 Penalty: 2872.992188
	Iteration 22Q: 3 clusters Score -1836040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1836045.000000 Penalty: 2872.992188
	Iteration 23Q: 3 clusters Score -1836045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1836044.125000 Penalty: 2872.992188
	Iteration 24Q: 3 clusters Score -1836044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1836044.125000 Penalty: 2872.992188
	Iteration 25F: 3 clusters Score -1836044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21508.949219 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21508.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21592.578125 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21592.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21603.246094 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21603.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21608.582031 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21608.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21608.582031 Penalty: 1659.402466
	Iteration 4F: 3 clusters Score -21608.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Entering Unmasked Estep 
Score: -5424234.000000 Penalty: 1599.465820
	Iteration 0F: 2 clusters Score -5424234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5393881.500000 Penalty: 3198.931641
	Iteration 0F: 3 clusters Score -5393882 nChanged 21500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5405880.500000 Penalty: 3198.931641
	Iteration 1F: 3 clusters Score -5405880 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5406476.000000 Penalty: 3198.931641
	Iteration 2Q: 3 clusters Score -5406476 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5407040.000000 Penalty: 3198.931641
	Iteration 3Q: 3 clusters Score -5407040 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5407686.000000 Penalty: 3198.931641
	Iteration 4Q: 3 clusters Score -5407686 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5408580.500000 Penalty: 3198.931641
	Iteration 5Q: 3 clusters Score -5408580 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5409840.500000 Penalty: 3198.931641
	Iteration 6F: 3 clusters Score -5409840 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5411679.500000 Penalty: 3198.931641
	Iteration 7F: 3 clusters Score -5411680 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5414170.000000 Penalty: 3198.931641
	Iteration 8F: 3 clusters Score -5414170 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5417083.000000 Penalty: 3198.931641
	Iteration 9F: 3 clusters Score -5417083 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5419687.500000 Penalty: 3198.931641
	Iteration 10F: 3 clusters Score -5419688 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5421231.500000 Penalty: 3198.931641
	Iteration 11Q: 3 clusters Score -5421232 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5422041.000000 Penalty: 3198.931641
	Iteration 12Q: 3 clusters Score -5422041 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5422447.000000 Penalty: 3198.931641
	Iteration 13Q: 3 clusters Score -5422447 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5422653.500000 Penalty: 3198.931641
	Iteration 14Q: 3 clusters Score -5422654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5422785.500000 Penalty: 3198.931641
	Iteration 15Q: 3 clusters Score -5422786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5422870.000000 Penalty: 3198.931641
	Iteration 16Q: 3 clusters Score -5422870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5422913.000000 Penalty: 3198.931641
	Iteration 17Q: 3 clusters Score -5422913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5422945.000000 Penalty: 3198.931641
	Iteration 18Q: 3 clusters Score -5422945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5422975.500000 Penalty: 3198.931641
	Iteration 19Q: 3 clusters Score -5422976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5423004.500000 Penalty: 3198.931641
	Iteration 20F: 3 clusters Score -5423004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5423036.000000 Penalty: 3198.931641
	Iteration 21Q: 3 clusters Score -5423036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5423069.500000 Penalty: 3198.931641
	Iteration 22Q: 3 clusters Score -5423070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5423085.500000 Penalty: 3198.931641
	Iteration 23Q: 3 clusters Score -5423086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5423103.500000 Penalty: 3198.931641
	Iteration 24Q: 3 clusters Score -5423104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5423122.500000 Penalty: 3198.931641
	Iteration 25Q: 3 clusters Score -5423122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5423130.000000 Penalty: 3198.931641
	Iteration 26Q: 3 clusters Score -5423130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5423132.000000 Penalty: 3198.931641
	Iteration 27Q: 3 clusters Score -5423132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5423138.500000 Penalty: 3198.931641
	Iteration 28Q: 3 clusters Score -5423138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5423147.000000 Penalty: 3198.931641
	Iteration 29Q: 3 clusters Score -5423147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5423147.000000 Penalty: 3198.931641
	Iteration 30F: 3 clusters Score -5423147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -1040296.625000 Penalty: 1350.680298
	Iteration 0F: 2 clusters Score -1040297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1034316.062500 Penalty: 2701.360596
	Iteration 0F: 3 clusters Score -1034316 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1036340.375000 Penalty: 2701.360596
	Iteration 1F: 3 clusters Score -1036340 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1036674.562500 Penalty: 2701.360596
	Iteration 2F: 3 clusters Score -1036675 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1036942.437500 Penalty: 2701.360596
	Iteration 3F: 3 clusters Score -1036942 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1037189.812500 Penalty: 2701.360596
	Iteration 4F: 3 clusters Score -1037190 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1037439.750000 Penalty: 2701.360596
	Iteration 5Q: 3 clusters Score -1037440 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1037714.312500 Penalty: 2701.360596
	Iteration 6Q: 3 clusters Score -1037714 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1038005.187500 Penalty: 2701.360596
	Iteration 7Q: 3 clusters Score -1038005 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1038280.125000 Penalty: 2701.360596
	Iteration 8Q: 3 clusters Score -1038280 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1038546.312500 Penalty: 2701.360596
	Iteration 9Q: 3 clusters Score -1038546 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1038789.437500 Penalty: 2701.360596
	Iteration 10Q: 3 clusters Score -1038789 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1038967.750000 Penalty: 2701.360596
	Iteration 11Q: 3 clusters Score -1038968 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1039123.937500 Penalty: 2701.360596
	Iteration 12Q: 3 clusters Score -1039124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1039242.625000 Penalty: 2701.360596
	Iteration 13Q: 3 clusters Score -1039243 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1039324.250000 Penalty: 2701.360596
	Iteration 14Q: 3 clusters Score -1039324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1039383.875000 Penalty: 2701.360596
	Iteration 15Q: 3 clusters Score -1039384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1039423.562500 Penalty: 2701.360596
	Iteration 16Q: 3 clusters Score -1039424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1039465.562500 Penalty: 2701.360596
	Iteration 17Q: 3 clusters Score -1039466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1039488.875000 Penalty: 2701.360596
	Iteration 18Q: 3 clusters Score -1039489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1039507.312500 Penalty: 2701.360596
	Iteration 19Q: 3 clusters Score -1039507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1039522.875000 Penalty: 2701.360596
	Iteration 20F: 3 clusters Score -1039523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1039529.625000 Penalty: 2701.360596
	Iteration 21Q: 3 clusters Score -1039530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1039533.312500 Penalty: 2701.360596
	Iteration 22Q: 3 clusters Score -1039533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1039539.375000 Penalty: 2701.360596
	Iteration 23Q: 3 clusters Score -1039539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1039543.750000 Penalty: 2701.360596
	Iteration 24Q: 3 clusters Score -1039544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1039543.937500 Penalty: 2701.360596
	Iteration 25Q: 3 clusters Score -1039544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1039547.562500 Penalty: 2701.360596
	Iteration 26Q: 3 clusters Score -1039548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1039547.562500 Penalty: 2701.360596
	Iteration 27F: 3 clusters Score -1039548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27062.019531 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27062.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27286.757812 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27286.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27380.837891 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27380.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27554.966797 Penalty: 1741.615479
	Iteration 3F: 3 clusters Score -27554.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27733.375000 Penalty: 1741.615479
	Iteration 4F: 3 clusters Score -27733.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27869.574219 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -27869.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28026.966797 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -28026.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28154.380859 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -28154.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28391.667969 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -28391.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28432.779297 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -28432.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28487.451172 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28487.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28541.460938 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28541.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28579.398438 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28595.226562 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -28595.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28619.087891 Penalty: 1741.615479
	Iteration 14Q: 3 clusters Score -28619.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28657.562500 Penalty: 1741.615479
	Iteration 15Q: 3 clusters Score -28657.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28681.460938 Penalty: 1741.615479
	Iteration 16Q: 3 clusters Score -28681.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28687.466797 Penalty: 1741.615479
	Iteration 17Q: 3 clusters Score -28687.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28687.466797 Penalty: 1741.615479
	Iteration 18F: 3 clusters Score -28687.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75719 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 212 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 136 members 
Entering Unmasked Estep 
Score: -111088864.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089304.000000 to -111088864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -287923.343750 Penalty: 1161.878418
	Iteration 0F: 2 clusters Score -287923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -285758.968750 Penalty: 2323.756836
	Iteration 0F: 3 clusters Score -285759 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -286331.906250 Penalty: 2323.756836
	Iteration 1F: 3 clusters Score -286331.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -286491.750000 Penalty: 2323.756836
	Iteration 2F: 3 clusters Score -286491.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -286588.687500 Penalty: 2323.756836
	Iteration 3Q: 3 clusters Score -286588.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -286642.750000 Penalty: 2323.756836
	Iteration 4Q: 3 clusters Score -286642.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -286677.656250 Penalty: 2323.756836
	Iteration 5Q: 3 clusters Score -286677.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -286700.125000 Penalty: 2323.756836
	Iteration 6Q: 3 clusters Score -286700.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -286722.531250 Penalty: 2323.756836
	Iteration 7Q: 3 clusters Score -286722.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -286739.562500 Penalty: 2323.756836
	Iteration 8Q: 3 clusters Score -286739.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -286753.593750 Penalty: 2323.756836
	Iteration 9Q: 3 clusters Score -286753.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -286767.750000 Penalty: 2323.756836
	Iteration 10Q: 3 clusters Score -286767.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -286781.781250 Penalty: 2323.756836
	Iteration 11Q: 3 clusters Score -286781.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -286800.437500 Penalty: 2323.756836
	Iteration 12Q: 3 clusters Score -286800.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -286817.187500 Penalty: 2323.756836
	Iteration 13Q: 3 clusters Score -286817.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -286826.531250 Penalty: 2323.756836
	Iteration 14Q: 3 clusters Score -286826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -286832.656250 Penalty: 2323.756836
	Iteration 15Q: 3 clusters Score -286832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -286834.937500 Penalty: 2323.756836
	Iteration 16Q: 3 clusters Score -286834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -286836.343750 Penalty: 2323.756836
	Iteration 17Q: 3 clusters Score -286836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -286838.000000 Penalty: 2323.756836
	Iteration 18Q: 3 clusters Score -286838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -286840.718750 Penalty: 2323.756836
	Iteration 19Q: 3 clusters Score -286840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -286845.687500 Penalty: 2323.756836
	Iteration 20F: 3 clusters Score -286845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -286846.843750 Penalty: 2323.756836
	Iteration 21Q: 3 clusters Score -286846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -286847.625000 Penalty: 2323.756836
	Iteration 22Q: 3 clusters Score -286847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -286849.218750 Penalty: 2323.756836
	Iteration 23Q: 3 clusters Score -286849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -286849.718750 Penalty: 2323.756836
	Iteration 24Q: 3 clusters Score -286849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -286850.750000 Penalty: 2323.756836
	Iteration 25Q: 3 clusters Score -286850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -286854.093750 Penalty: 2323.756836
	Iteration 26Q: 3 clusters Score -286854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -286858.000000 Penalty: 2323.756836
	Iteration 27Q: 3 clusters Score -286858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -286860.750000 Penalty: 2323.756836
	Iteration 28Q: 3 clusters Score -286860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -286862.375000 Penalty: 2323.756836
	Iteration 29Q: 3 clusters Score -286862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -286865.812500 Penalty: 2323.756836
	Iteration 30Q: 3 clusters Score -286865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -286865.937500 Penalty: 2323.756836
	Iteration 31Q: 3 clusters Score -286865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -286865.968750 Penalty: 2323.756836
	Iteration 32Q: 3 clusters Score -286866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -286866.687500 Penalty: 2323.756836
	Iteration 33Q: 3 clusters Score -286866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -286866.687500 Penalty: 2323.756836
	Iteration 34F: 3 clusters Score -286866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75719 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8013 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089216.000000 Penalty: 115153.429688
Iteration 279Q: 57 clusters Score -1.110892e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17643 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23431 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 75716 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 27584 members 
Mstep: Class 23 contains 7677 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16429 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52761 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5242 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114243 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10460 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089200.000000 Penalty: 115153.429688
Iteration 280F: 57 clusters Score -1.110892e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17642 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23432 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66006 members 
Mstep: Class 11 contains 75714 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 27584 members 
Mstep: Class 23 contains 7677 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16431 members 
Mstep: Class 27 contains 13623 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5708 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089224.000000 Penalty: 115153.429688
Iteration 281Q: 57 clusters Score -1.110892e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17642 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 23435 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66002 members 
Mstep: Class 11 contains 75714 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 27581 members 
Mstep: Class 23 contains 7677 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16433 members 
Mstep: Class 27 contains 13621 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52761 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114243 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10458 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5708 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46587 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089240.000000 Penalty: 115153.429688
Iteration 282Q: 57 clusters Score -1.110892e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17640 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23435 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66001 members 
Mstep: Class 11 contains 75713 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27584 members 
Mstep: Class 23 contains 7678 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16434 members 
Mstep: Class 27 contains 13621 members 
Mstep: Class 28 contains 21037 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114243 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10456 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5708 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46587 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089208.000000 Penalty: 115153.429688
Iteration 283Q: 57 clusters Score -1.110892e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17637 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23439 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65999 members 
Mstep: Class 11 contains 75710 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42073 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27586 members 
Mstep: Class 23 contains 7680 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16435 members 
Mstep: Class 27 contains 13620 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114242 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10454 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5708 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089240.000000 Penalty: 115153.429688
Iteration 284Q: 57 clusters Score -1.110892e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17636 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65997 members 
Mstep: Class 11 contains 75706 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42072 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10842 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27592 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16439 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 114240 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3165 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10455 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5708 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46587 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089192.000000 Penalty: 115153.429688
Iteration 285Q: 57 clusters Score -1.110892e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17635 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23437 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65997 members 
Mstep: Class 11 contains 75706 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42072 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10847 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32317 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27588 members 
Mstep: Class 23 contains 7682 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16442 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52758 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11080 members 
Mstep: Class 35 contains 114242 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3166 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10454 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089232.000000 Penalty: 115153.429688
Iteration 286Q: 57 clusters Score -1.110892e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17632 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23439 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65999 members 
Mstep: Class 11 contains 75703 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42072 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10848 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32319 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27581 members 
Mstep: Class 23 contains 7682 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16446 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52758 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11079 members 
Mstep: Class 35 contains 114242 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3167 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10454 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089120.000000 Penalty: 115153.429688
Iteration 287Q: 57 clusters Score -1.110891e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23439 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65997 members 
Mstep: Class 11 contains 75699 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10848 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27580 members 
Mstep: Class 23 contains 7682 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16450 members 
Mstep: Class 27 contains 13614 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11079 members 
Mstep: Class 35 contains 114246 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4456 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3167 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10453 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8589 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46589 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089224.000000 Penalty: 115153.429688
Iteration 288Q: 57 clusters Score -1.110892e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17628 members 
Mstep: Class 6 contains 69402 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65995 members 
Mstep: Class 11 contains 75693 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27572 members 
Mstep: Class 23 contains 7683 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16453 members 
Mstep: Class 27 contains 13614 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52763 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11079 members 
Mstep: Class 35 contains 114250 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3167 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10453 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8588 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089216.000000 Penalty: 115153.429688
Iteration 289Q: 57 clusters Score -1.110892e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23440 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65996 members 
Mstep: Class 11 contains 75687 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10851 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27565 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16456 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52761 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11078 members 
Mstep: Class 35 contains 114257 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3167 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10456 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8589 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089216.000000 Penalty: 115153.429688
Iteration 290Q: 57 clusters Score -1.110892e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17626 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23440 members 
Mstep: Class 8 contains 7594 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65998 members 
Mstep: Class 11 contains 75678 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42069 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27563 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16461 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52759 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11076 members 
Mstep: Class 35 contains 114261 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3167 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10457 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089176.000000 Penalty: 115153.429688
Iteration 291Q: 57 clusters Score -1.110892e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17620 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23440 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65999 members 
Mstep: Class 11 contains 75672 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42068 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27570 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16467 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52755 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11075 members 
Mstep: Class 35 contains 114264 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3168 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46589 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089184.000000 Penalty: 115153.429688
Iteration 292Q: 57 clusters Score -1.110892e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17617 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23442 members 
Mstep: Class 8 contains 7594 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65998 members 
Mstep: Class 11 contains 75671 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10857 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32319 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27576 members 
Mstep: Class 23 contains 7685 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16469 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52752 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 114263 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3169 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10457 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46589 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089184.000000 Penalty: 115153.429688
Iteration 293Q: 57 clusters Score -1.110892e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17616 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23442 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 66000 members 
Mstep: Class 11 contains 75666 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10856 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32319 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27577 members 
Mstep: Class 23 contains 7687 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16472 members 
Mstep: Class 27 contains 13610 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52749 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 114262 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3169 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10456 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46589 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089136.000000 Penalty: 115153.429688
Iteration 294Q: 57 clusters Score -1.110891e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17615 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65998 members 
Mstep: Class 11 contains 75664 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10858 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27580 members 
Mstep: Class 23 contains 7688 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16474 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52748 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 114258 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3169 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10453 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46590 members 
Mstep: Class 54 contains 8753 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089208.000000 Penalty: 115153.429688
Iteration 295Q: 57 clusters Score -1.110892e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17614 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65998 members 
Mstep: Class 11 contains 75660 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42067 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10859 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27583 members 
Mstep: Class 23 contains 7688 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16474 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52748 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 114256 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10452 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46589 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089080.000000 Penalty: 115153.429688
Iteration 296Q: 57 clusters Score -1.110891e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17614 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65997 members 
Mstep: Class 11 contains 75657 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27582 members 
Mstep: Class 23 contains 7689 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16475 members 
Mstep: Class 27 contains 13614 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52749 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 114253 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4458 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3170 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10452 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089064.000000 Penalty: 115153.429688
Iteration 297Q: 57 clusters Score -1.110891e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17614 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65998 members 
Mstep: Class 11 contains 75656 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27583 members 
Mstep: Class 23 contains 7690 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16473 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52749 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 114249 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4459 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10451 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46588 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089152.000000 Penalty: 115153.429688
Iteration 298Q: 57 clusters Score -1.110892e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17614 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23439 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65997 members 
Mstep: Class 11 contains 75654 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27583 members 
Mstep: Class 23 contains 7691 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16474 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52750 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11074 members 
Mstep: Class 35 contains 114249 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4460 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10451 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5707 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46587 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089112.000000 Penalty: 115153.429688
Iteration 299Q: 57 clusters Score -1.110891e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65992 members 
Mstep: Class 11 contains 75652 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27584 members 
Mstep: Class 23 contains 7691 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16483 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52749 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11074 members 
Mstep: Class 35 contains 114246 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4463 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10452 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46584 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089160.000000 Penalty: 115153.429688
Iteration 300F: 57 clusters Score -1.110892e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65990 members 
Mstep: Class 11 contains 75650 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42065 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10865 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27582 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16488 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52747 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4465 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10454 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089136.000000 Penalty: 115153.429688
Iteration 301Q: 57 clusters Score -1.110891e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23437 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65987 members 
Mstep: Class 11 contains 75649 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42064 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27580 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16492 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52749 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4468 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089176.000000 Penalty: 115153.429688
Iteration 302Q: 57 clusters Score -1.110892e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23440 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65981 members 
Mstep: Class 11 contains 75648 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42063 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32322 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27577 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16493 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52748 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4473 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089192.000000 Penalty: 115153.429688
Iteration 303Q: 57 clusters Score -1.110892e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69400 members 
Mstep: Class 7 contains 23443 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65972 members 
Mstep: Class 11 contains 75647 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27577 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16494 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52745 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4479 members 
Mstep: Class 39 contains 3953 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089160.000000 Penalty: 115153.429688
Iteration 304Q: 57 clusters Score -1.110892e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69400 members 
Mstep: Class 7 contains 23444 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65963 members 
Mstep: Class 11 contains 75648 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27577 members 
Mstep: Class 23 contains 7690 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16494 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52744 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4487 members 
Mstep: Class 39 contains 3954 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10458 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089176.000000 Penalty: 115153.429688
Iteration 305Q: 57 clusters Score -1.110892e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 23448 members 
Mstep: Class 8 contains 7607 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65959 members 
Mstep: Class 11 contains 75647 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27575 members 
Mstep: Class 23 contains 7691 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13611 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52736 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 114243 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4494 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089232.000000 Penalty: 115153.429688
Iteration 306Q: 57 clusters Score -1.110892e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23453 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65952 members 
Mstep: Class 11 contains 75647 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27572 members 
Mstep: Class 23 contains 7690 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52732 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4501 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089312.000000 Penalty: 115153.429688
Iteration 307Q: 57 clusters Score -1.110893e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23453 members 
Mstep: Class 8 contains 7617 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65942 members 
Mstep: Class 11 contains 75647 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7690 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52729 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5254 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 114242 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4511 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8580 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089232.000000 Penalty: 115153.429688
Iteration 308Q: 57 clusters Score -1.110892e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23454 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65933 members 
Mstep: Class 11 contains 75647 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27573 members 
Mstep: Class 23 contains 7691 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13611 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52727 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10460 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8580 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089272.000000 Penalty: 115153.429688
Iteration 309Q: 57 clusters Score -1.110893e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23455 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65924 members 
Mstep: Class 11 contains 75646 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27575 members 
Mstep: Class 23 contains 7693 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13608 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52724 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11070 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4526 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089360.000000 Penalty: 115153.429688
Iteration 310Q: 57 clusters Score -1.110894e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23461 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65921 members 
Mstep: Class 11 contains 75645 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27575 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52719 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11070 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4529 members 
Mstep: Class 39 contains 3956 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089392.000000 Penalty: 115153.429688
Iteration 311Q: 57 clusters Score -1.110894e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23466 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65914 members 
Mstep: Class 11 contains 75643 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10861 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27574 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13607 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52716 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5254 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 114242 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4533 members 
Mstep: Class 39 contains 3956 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10459 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089376.000000 Penalty: 115153.429688
Iteration 312Q: 57 clusters Score -1.110894e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23467 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65906 members 
Mstep: Class 11 contains 75642 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27574 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52712 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5256 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4536 members 
Mstep: Class 39 contains 3956 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10462 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089384.000000 Penalty: 115153.429688
Iteration 313Q: 57 clusters Score -1.110894e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23470 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65904 members 
Mstep: Class 11 contains 75640 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27570 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13610 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52710 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5257 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11068 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3957 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10463 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089432.000000 Penalty: 115153.429688
Iteration 314Q: 57 clusters Score -1.110894e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23474 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65898 members 
Mstep: Class 11 contains 75638 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32325 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27572 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13610 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52704 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5259 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 114247 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10463 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089432.000000 Penalty: 115153.429688
Iteration 315Q: 57 clusters Score -1.110894e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20420 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 23481 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65896 members 
Mstep: Class 11 contains 75637 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27572 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52700 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5261 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114247 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10463 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089408.000000 Penalty: 115153.429688
Iteration 316Q: 57 clusters Score -1.110894e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69400 members 
Mstep: Class 7 contains 23487 members 
Mstep: Class 8 contains 7631 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65896 members 
Mstep: Class 11 contains 75635 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32325 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27572 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52699 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5264 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10462 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089440.000000 Penalty: 115153.429688
Iteration 317Q: 57 clusters Score -1.110894e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 23495 members 
Mstep: Class 8 contains 7627 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65894 members 
Mstep: Class 11 contains 75634 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10867 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27573 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52691 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5266 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3171 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10465 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089432.000000 Penalty: 115153.429688
Iteration 318Q: 57 clusters Score -1.110894e+08 nChanged 33
Entering ConstructFrom: 
Score: -111089432.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46822.496094 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46822.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46998.777344 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -46998.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47070.703125 Penalty: 1823.356323
	Iteration 2F: 3 clusters Score -47070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47091.207031 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47091.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47120.097656 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47132.195312 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47134.863281 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47134.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47142.886719 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47142.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47150.582031 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47150.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47168.527344 Penalty: 1823.356323
	Iteration 9Q: 3 clusters Score -47168.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47188.554688 Penalty: 1823.356323
	Iteration 10Q: 3 clusters Score -47188.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47201.375000 Penalty: 1823.356323
	Iteration 11Q: 3 clusters Score -47201.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47206.062500 Penalty: 1823.356323
	Iteration 12Q: 3 clusters Score -47206.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47216.199219 Penalty: 1823.356323
	Iteration 13Q: 3 clusters Score -47216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47225.070312 Penalty: 1823.356323
	Iteration 14Q: 3 clusters Score -47225.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47227.726562 Penalty: 1823.356323
	Iteration 15Q: 3 clusters Score -47227.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47227.726562 Penalty: 1823.356323
	Iteration 16F: 3 clusters Score -47227.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -347186.875000 Penalty: 1201.043823
	Iteration 0F: 2 clusters Score -347186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -344617.000000 Penalty: 2402.087646
	Iteration 0F: 3 clusters Score -344617 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -345309.281250 Penalty: 2402.087646
	Iteration 1F: 3 clusters Score -345309.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -345467.031250 Penalty: 2402.087646
	Iteration 2F: 3 clusters Score -345467 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -345565.125000 Penalty: 2402.087646
	Iteration 3Q: 3 clusters Score -345565.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -345616.187500 Penalty: 2402.087646
	Iteration 4Q: 3 clusters Score -345616.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -345650.312500 Penalty: 2402.087646
	Iteration 5Q: 3 clusters Score -345650.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -345688.968750 Penalty: 2402.087646
	Iteration 6Q: 3 clusters Score -345689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -345744.031250 Penalty: 2402.087646
	Iteration 7Q: 3 clusters Score -345744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -345789.343750 Penalty: 2402.087646
	Iteration 8Q: 3 clusters Score -345789.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -345823.812500 Penalty: 2402.087646
	Iteration 9Q: 3 clusters Score -345823.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -345856.968750 Penalty: 2402.087646
	Iteration 10Q: 3 clusters Score -345857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -345884.000000 Penalty: 2402.087646
	Iteration 11Q: 3 clusters Score -345884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -345916.156250 Penalty: 2402.087646
	Iteration 12Q: 3 clusters Score -345916.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -345936.000000 Penalty: 2402.087646
	Iteration 13Q: 3 clusters Score -345936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -345951.687500 Penalty: 2402.087646
	Iteration 14Q: 3 clusters Score -345951.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -345970.218750 Penalty: 2402.087646
	Iteration 15Q: 3 clusters Score -345970.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -345985.468750 Penalty: 2402.087646
	Iteration 16Q: 3 clusters Score -345985.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -345997.375000 Penalty: 2402.087646
	Iteration 17Q: 3 clusters Score -345997.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -346006.750000 Penalty: 2402.087646
	Iteration 18Q: 3 clusters Score -346006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -346013.812500 Penalty: 2402.087646
	Iteration 19Q: 3 clusters Score -346013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -346020.187500 Penalty: 2402.087646
	Iteration 20F: 3 clusters Score -346020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -346028.687500 Penalty: 2402.087646
	Iteration 21Q: 3 clusters Score -346028.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -346040.125000 Penalty: 2402.087646
	Iteration 22Q: 3 clusters Score -346040.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346052.562500 Penalty: 2402.087646
	Iteration 23Q: 3 clusters Score -346052.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -346062.750000 Penalty: 2402.087646
	Iteration 24Q: 3 clusters Score -346062.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -346073.937500 Penalty: 2402.087646
	Iteration 25Q: 3 clusters Score -346073.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346087.312500 Penalty: 2402.087646
	Iteration 26Q: 3 clusters Score -346087.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346105.218750 Penalty: 2402.087646
	Iteration 27Q: 3 clusters Score -346105.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -346130.875000 Penalty: 2402.087646
	Iteration 28Q: 3 clusters Score -346130.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -346150.375000 Penalty: 2402.087646
	Iteration 29Q: 3 clusters Score -346150.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -346172.125000 Penalty: 2402.087646
	Iteration 30Q: 3 clusters Score -346172.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346190.750000 Penalty: 2402.087646
	Iteration 31Q: 3 clusters Score -346190.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -346212.218750 Penalty: 2402.087646
	Iteration 32Q: 3 clusters Score -346212.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -346231.187500 Penalty: 2402.087646
	Iteration 33Q: 3 clusters Score -346231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -346245.062500 Penalty: 2402.087646
	Iteration 34Q: 3 clusters Score -346245.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -346270.125000 Penalty: 2402.087646
	Iteration 35Q: 3 clusters Score -346270.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -346296.812500 Penalty: 2402.087646
	Iteration 36Q: 3 clusters Score -346296.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -346319.125000 Penalty: 2402.087646
	Iteration 37Q: 3 clusters Score -346319.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -346342.875000 Penalty: 2402.087646
	Iteration 38Q: 3 clusters Score -346342.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -346361.187500 Penalty: 2402.087646
	Iteration 39Q: 3 clusters Score -346361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -346381.593750 Penalty: 2402.087646
	Iteration 40F: 3 clusters Score -346381.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -346398.843750 Penalty: 2402.087646
	Iteration 41Q: 3 clusters Score -346398.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -346422.437500 Penalty: 2402.087646
	Iteration 42Q: 3 clusters Score -346422.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -346442.968750 Penalty: 2402.087646
	Iteration 43Q: 3 clusters Score -346443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -346459.718750 Penalty: 2402.087646
	Iteration 44Q: 3 clusters Score -346459.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -346472.656250 Penalty: 2402.087646
	Iteration 45Q: 3 clusters Score -346472.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -346478.718750 Penalty: 2402.087646
	Iteration 46Q: 3 clusters Score -346478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -346480.687500 Penalty: 2402.087646
	Iteration 47Q: 3 clusters Score -346480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -346481.562500 Penalty: 2402.087646
	Iteration 48Q: 3 clusters Score -346481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -346481.562500 Penalty: 2402.087646
	Iteration 49F: 3 clusters Score -346481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Entering Unmasked Estep 
Score: -2308970.250000 Penalty: 1476.709473
	Iteration 0F: 2 clusters Score -2308970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2295547.500000 Penalty: 2953.418945
	Iteration 0F: 3 clusters Score -2295548 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2300496.000000 Penalty: 2953.418945
	Iteration 1F: 3 clusters Score -2300496 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2300966.750000 Penalty: 2953.418945
	Iteration 2F: 3 clusters Score -2300967 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2301344.000000 Penalty: 2953.418945
	Iteration 3Q: 3 clusters Score -2301344 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2301674.500000 Penalty: 2953.418945
	Iteration 4Q: 3 clusters Score -2301674 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2302030.000000 Penalty: 2953.418945
	Iteration 5Q: 3 clusters Score -2302030 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2302443.500000 Penalty: 2953.418945
	Iteration 6Q: 3 clusters Score -2302444 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2303011.250000 Penalty: 2953.418945
	Iteration 7Q: 3 clusters Score -2303011 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2303711.750000 Penalty: 2953.418945
	Iteration 8F: 3 clusters Score -2303712 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2304503.250000 Penalty: 2953.418945
	Iteration 9F: 3 clusters Score -2304503 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2305302.000000 Penalty: 2953.418945
	Iteration 10Q: 3 clusters Score -2305302 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2306059.250000 Penalty: 2953.418945
	Iteration 11Q: 3 clusters Score -2306059 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2306616.500000 Penalty: 2953.418945
	Iteration 12Q: 3 clusters Score -2306616 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2307015.750000 Penalty: 2953.418945
	Iteration 13Q: 3 clusters Score -2307016 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2307276.250000 Penalty: 2953.418945
	Iteration 14Q: 3 clusters Score -2307276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2307435.750000 Penalty: 2953.418945
	Iteration 15Q: 3 clusters Score -2307436 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2307535.750000 Penalty: 2953.418945
	Iteration 16Q: 3 clusters Score -2307536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2307603.000000 Penalty: 2953.418945
	Iteration 17Q: 3 clusters Score -2307603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2307651.250000 Penalty: 2953.418945
	Iteration 18Q: 3 clusters Score -2307651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2307695.500000 Penalty: 2953.418945
	Iteration 19Q: 3 clusters Score -2307696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2307728.750000 Penalty: 2953.418945
	Iteration 20F: 3 clusters Score -2307729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2307754.000000 Penalty: 2953.418945
	Iteration 21Q: 3 clusters Score -2307754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2307772.000000 Penalty: 2953.418945
	Iteration 22Q: 3 clusters Score -2307772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2307797.000000 Penalty: 2953.418945
	Iteration 23Q: 3 clusters Score -2307797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2307817.250000 Penalty: 2953.418945
	Iteration 24Q: 3 clusters Score -2307817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2307828.000000 Penalty: 2953.418945
	Iteration 25Q: 3 clusters Score -2307828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2307837.250000 Penalty: 2953.418945
	Iteration 26Q: 3 clusters Score -2307837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2307842.500000 Penalty: 2953.418945
	Iteration 27Q: 3 clusters Score -2307842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2307843.500000 Penalty: 2953.418945
	Iteration 28Q: 3 clusters Score -2307844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2307843.750000 Penalty: 2953.418945
	Iteration 29Q: 3 clusters Score -2307844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2307846.000000 Penalty: 2953.418945
	Iteration 30Q: 3 clusters Score -2307846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2307851.250000 Penalty: 2953.418945
	Iteration 31Q: 3 clusters Score -2307851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2307857.500000 Penalty: 2953.418945
	Iteration 32Q: 3 clusters Score -2307858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2307868.750000 Penalty: 2953.418945
	Iteration 33Q: 3 clusters Score -2307869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2307876.250000 Penalty: 2953.418945
	Iteration 34Q: 3 clusters Score -2307876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2307877.000000 Penalty: 2953.418945
	Iteration 35Q: 3 clusters Score -2307877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2307879.500000 Penalty: 2953.418945
	Iteration 36Q: 3 clusters Score -2307880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2307880.000000 Penalty: 2953.418945
	Iteration 37Q: 3 clusters Score -2307880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2307879.750000 Penalty: 2953.418945
	Iteration 38Q: 3 clusters Score -2307880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2307882.000000 Penalty: 2953.418945
	Iteration 39Q: 3 clusters Score -2307882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2307882.000000 Penalty: 2953.418945
	Iteration 40F: 3 clusters Score -2307882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Entering Unmasked Estep 
Score: -626212.500000 Penalty: 1289.391846
	Iteration 0F: 2 clusters Score -626212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -622028.750000 Penalty: 2578.783691
	Iteration 0F: 3 clusters Score -622028.8 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -623299.562500 Penalty: 2578.783691
	Iteration 1F: 3 clusters Score -623299.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -623533.625000 Penalty: 2578.783691
	Iteration 2F: 3 clusters Score -623533.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -623684.062500 Penalty: 2578.783691
	Iteration 3Q: 3 clusters Score -623684.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -623799.687500 Penalty: 2578.783691
	Iteration 4Q: 3 clusters Score -623799.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -623887.500000 Penalty: 2578.783691
	Iteration 5Q: 3 clusters Score -623887.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -623978.312500 Penalty: 2578.783691
	Iteration 6Q: 3 clusters Score -623978.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -624088.687500 Penalty: 2578.783691
	Iteration 7Q: 3 clusters Score -624088.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -624194.875000 Penalty: 2578.783691
	Iteration 8Q: 3 clusters Score -624194.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -624312.375000 Penalty: 2578.783691
	Iteration 9Q: 3 clusters Score -624312.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -624459.500000 Penalty: 2578.783691
	Iteration 10Q: 3 clusters Score -624459.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -624593.937500 Penalty: 2578.783691
	Iteration 11Q: 3 clusters Score -624593.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -624721.812500 Penalty: 2578.783691
	Iteration 12Q: 3 clusters Score -624721.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -624841.687500 Penalty: 2578.783691
	Iteration 13Q: 3 clusters Score -624841.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -624935.750000 Penalty: 2578.783691
	Iteration 14Q: 3 clusters Score -624935.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -625032.375000 Penalty: 2578.783691
	Iteration 15Q: 3 clusters Score -625032.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -625137.687500 Penalty: 2578.783691
	Iteration 16Q: 3 clusters Score -625137.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -625227.562500 Penalty: 2578.783691
	Iteration 17Q: 3 clusters Score -625227.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -625291.187500 Penalty: 2578.783691
	Iteration 18Q: 3 clusters Score -625291.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -625354.312500 Penalty: 2578.783691
	Iteration 19Q: 3 clusters Score -625354.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -625401.750000 Penalty: 2578.783691
	Iteration 20F: 3 clusters Score -625401.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -625430.437500 Penalty: 2578.783691
	Iteration 21Q: 3 clusters Score -625430.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -625443.500000 Penalty: 2578.783691
	Iteration 22Q: 3 clusters Score -625443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -625450.687500 Penalty: 2578.783691
	Iteration 23Q: 3 clusters Score -625450.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -625458.562500 Penalty: 2578.783691
	Iteration 24Q: 3 clusters Score -625458.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -625466.875000 Penalty: 2578.783691
	Iteration 25Q: 3 clusters Score -625466.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -625469.375000 Penalty: 2578.783691
	Iteration 26Q: 3 clusters Score -625469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -625471.125000 Penalty: 2578.783691
	Iteration 27Q: 3 clusters Score -625471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -625473.500000 Penalty: 2578.783691
	Iteration 28Q: 3 clusters Score -625473.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -625478.312500 Penalty: 2578.783691
	Iteration 29Q: 3 clusters Score -625478.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -625483.687500 Penalty: 2578.783691
	Iteration 30Q: 3 clusters Score -625483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -625489.625000 Penalty: 2578.783691
	Iteration 31Q: 3 clusters Score -625489.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -625494.000000 Penalty: 2578.783691
	Iteration 32Q: 3 clusters Score -625494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -625494.312500 Penalty: 2578.783691
	Iteration 33Q: 3 clusters Score -625494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -625495.375000 Penalty: 2578.783691
	Iteration 34Q: 3 clusters Score -625495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -625495.437500 Penalty: 2578.783691
	Iteration 35Q: 3 clusters Score -625495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -625496.125000 Penalty: 2578.783691
	Iteration 36Q: 3 clusters Score -625496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -625498.812500 Penalty: 2578.783691
	Iteration 37Q: 3 clusters Score -625498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -625499.125000 Penalty: 2578.783691
	Iteration 38Q: 3 clusters Score -625499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -625502.437500 Penalty: 2578.783691
	Iteration 39Q: 3 clusters Score -625502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -625504.187500 Penalty: 2578.783691
	Iteration 40F: 3 clusters Score -625504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -625507.437500 Penalty: 2578.783691
	Iteration 41Q: 3 clusters Score -625507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -625508.312500 Penalty: 2578.783691
	Iteration 42Q: 3 clusters Score -625508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -625511.187500 Penalty: 2578.783691
	Iteration 43Q: 3 clusters Score -625511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -625514.812500 Penalty: 2578.783691
	Iteration 44Q: 3 clusters Score -625514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -625518.125000 Penalty: 2578.783691
	Iteration 45Q: 3 clusters Score -625518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -625520.312500 Penalty: 2578.783691
	Iteration 46Q: 3 clusters Score -625520.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -625521.437500 Penalty: 2578.783691
	Iteration 47Q: 3 clusters Score -625521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -625523.687500 Penalty: 2578.783691
	Iteration 48Q: 3 clusters Score -625523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -625525.250000 Penalty: 2578.783691
	Iteration 49Q: 3 clusters Score -625525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -625527.437500 Penalty: 2578.783691
	Iteration 50Q: 3 clusters Score -625527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -625526.812500 Penalty: 2578.783691
	Iteration 51Q: 3 clusters Score -625526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -625528.562500 Penalty: 2578.783691
	Iteration 52Q: 3 clusters Score -625528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -625529.750000 Penalty: 2578.783691
	Iteration 53Q: 3 clusters Score -625529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -625529.187500 Penalty: 2578.783691
	Iteration 54Q: 3 clusters Score -625529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -625530.937500 Penalty: 2578.783691
	Iteration 55Q: 3 clusters Score -625530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -625532.625000 Penalty: 2578.783691
	Iteration 56Q: 3 clusters Score -625532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -625532.625000 Penalty: 2578.783691
	Iteration 57F: 3 clusters Score -625532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Entering Unmasked Estep 
Score: -1888728.375000 Penalty: 1454.710449
	Iteration 0F: 2 clusters Score -1888728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1877167.125000 Penalty: 2909.420898
	Iteration 0F: 3 clusters Score -1877167 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1881254.625000 Penalty: 2909.420898
	Iteration 1F: 3 clusters Score -1881255 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1881701.000000 Penalty: 2909.420898
	Iteration 2F: 3 clusters Score -1881701 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1882091.250000 Penalty: 2909.420898
	Iteration 3Q: 3 clusters Score -1882091 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1882497.375000 Penalty: 2909.420898
	Iteration 4Q: 3 clusters Score -1882497 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1882877.125000 Penalty: 2909.420898
	Iteration 5Q: 3 clusters Score -1882877 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1883261.875000 Penalty: 2909.420898
	Iteration 6Q: 3 clusters Score -1883262 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1883633.000000 Penalty: 2909.420898
	Iteration 7Q: 3 clusters Score -1883633 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1883997.500000 Penalty: 2909.420898
	Iteration 8Q: 3 clusters Score -1883998 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1884298.250000 Penalty: 2909.420898
	Iteration 9Q: 3 clusters Score -1884298 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1884598.125000 Penalty: 2909.420898
	Iteration 10Q: 3 clusters Score -1884598 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1884859.875000 Penalty: 2909.420898
	Iteration 11Q: 3 clusters Score -1884860 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1885082.750000 Penalty: 2909.420898
	Iteration 12Q: 3 clusters Score -1885083 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1885298.250000 Penalty: 2909.420898
	Iteration 13Q: 3 clusters Score -1885298 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1885511.250000 Penalty: 2909.420898
	Iteration 14Q: 3 clusters Score -1885511 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1885716.625000 Penalty: 2909.420898
	Iteration 15Q: 3 clusters Score -1885717 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1885945.500000 Penalty: 2909.420898
	Iteration 16Q: 3 clusters Score -1885946 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1886163.000000 Penalty: 2909.420898
	Iteration 17Q: 3 clusters Score -1886163 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1886386.125000 Penalty: 2909.420898
	Iteration 18Q: 3 clusters Score -1886386 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1886633.875000 Penalty: 2909.420898
	Iteration 19Q: 3 clusters Score -1886634 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1886910.750000 Penalty: 2909.420898
	Iteration 20F: 3 clusters Score -1886911 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1887184.500000 Penalty: 2909.420898
	Iteration 21Q: 3 clusters Score -1887184 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1887421.750000 Penalty: 2909.420898
	Iteration 22Q: 3 clusters Score -1887422 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1887617.750000 Penalty: 2909.420898
	Iteration 23Q: 3 clusters Score -1887618 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1887774.250000 Penalty: 2909.420898
	Iteration 24Q: 3 clusters Score -1887774 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1887907.625000 Penalty: 2909.420898
	Iteration 25Q: 3 clusters Score -1887908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1888026.250000 Penalty: 2909.420898
	Iteration 26Q: 3 clusters Score -1888026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1888103.625000 Penalty: 2909.420898
	Iteration 27Q: 3 clusters Score -1888104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1888166.125000 Penalty: 2909.420898
	Iteration 28Q: 3 clusters Score -1888166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1888230.250000 Penalty: 2909.420898
	Iteration 29Q: 3 clusters Score -1888230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1888266.500000 Penalty: 2909.420898
	Iteration 30Q: 3 clusters Score -1888266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1888312.125000 Penalty: 2909.420898
	Iteration 31Q: 3 clusters Score -1888312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1888352.125000 Penalty: 2909.420898
	Iteration 32Q: 3 clusters Score -1888352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1888380.875000 Penalty: 2909.420898
	Iteration 33Q: 3 clusters Score -1888381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1888401.375000 Penalty: 2909.420898
	Iteration 34Q: 3 clusters Score -1888401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1888415.375000 Penalty: 2909.420898
	Iteration 35Q: 3 clusters Score -1888415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1888426.250000 Penalty: 2909.420898
	Iteration 36Q: 3 clusters Score -1888426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1888430.500000 Penalty: 2909.420898
	Iteration 37Q: 3 clusters Score -1888430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1888432.625000 Penalty: 2909.420898
	Iteration 38Q: 3 clusters Score -1888433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1888434.625000 Penalty: 2909.420898
	Iteration 39Q: 3 clusters Score -1888435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1888436.500000 Penalty: 2909.420898
	Iteration 40F: 3 clusters Score -1888436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1888434.875000 Penalty: 2909.420898
	Iteration 41Q: 3 clusters Score -1888435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1888436.375000 Penalty: 2909.420898
	Iteration 42Q: 3 clusters Score -1888436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1888436.375000 Penalty: 2909.420898
	Iteration 43Q: 3 clusters Score -1888436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1888440.875000 Penalty: 2909.420898
	Iteration 44Q: 3 clusters Score -1888441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1888440.875000 Penalty: 2909.420898
	Iteration 45Q: 3 clusters Score -1888441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1888440.875000 Penalty: 2909.420898
	Iteration 46F: 3 clusters Score -1888441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Entering Unmasked Estep 
Score: -7919217.500000 Penalty: 1658.764893
	Iteration 0F: 2 clusters Score -7919218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -7874235.500000 Penalty: 3317.529785
	Iteration 0F: 3 clusters Score -7874236 nChanged 32265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -7892981.500000 Penalty: 3317.529785
	Iteration 1F: 3 clusters Score -7892982 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -7894040.000000 Penalty: 3317.529785
	Iteration 2Q: 3 clusters Score -7894040 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7895363.000000 Penalty: 3317.529785
	Iteration 3Q: 3 clusters Score -7895363 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -7897104.000000 Penalty: 3317.529785
	Iteration 4F: 3 clusters Score -7897104 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -7899347.500000 Penalty: 3317.529785
	Iteration 5F: 3 clusters Score -7899348 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -7902234.000000 Penalty: 3317.529785
	Iteration 6F: 3 clusters Score -7902234 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -7905407.500000 Penalty: 3317.529785
	Iteration 7F: 3 clusters Score -7905408 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7908524.500000 Penalty: 3317.529785
	Iteration 8F: 3 clusters Score -7908524 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -7910962.000000 Penalty: 3317.529785
	Iteration 9Q: 3 clusters Score -7910962 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -7912508.000000 Penalty: 3317.529785
	Iteration 10Q: 3 clusters Score -7912508 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -7913478.000000 Penalty: 3317.529785
	Iteration 11Q: 3 clusters Score -7913478 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -7914162.000000 Penalty: 3317.529785
	Iteration 12Q: 3 clusters Score -7914162 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -7914708.500000 Penalty: 3317.529785
	Iteration 13Q: 3 clusters Score -7914708 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -7915149.500000 Penalty: 3317.529785
	Iteration 14Q: 3 clusters Score -7915150 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -7915588.000000 Penalty: 3317.529785
	Iteration 15Q: 3 clusters Score -7915588 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -7915967.500000 Penalty: 3317.529785
	Iteration 16Q: 3 clusters Score -7915968 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -7916343.500000 Penalty: 3317.529785
	Iteration 17Q: 3 clusters Score -7916344 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -7916733.000000 Penalty: 3317.529785
	Iteration 18Q: 3 clusters Score -7916733 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -7917055.500000 Penalty: 3317.529785
	Iteration 19Q: 3 clusters Score -7917056 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -7917287.500000 Penalty: 3317.529785
	Iteration 20F: 3 clusters Score -7917288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -7917487.000000 Penalty: 3317.529785
	Iteration 21Q: 3 clusters Score -7917487 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -7917610.000000 Penalty: 3317.529785
	Iteration 22Q: 3 clusters Score -7917610 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -7917732.500000 Penalty: 3317.529785
	Iteration 23Q: 3 clusters Score -7917732 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -7917806.000000 Penalty: 3317.529785
	Iteration 24Q: 3 clusters Score -7917806 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -7917887.500000 Penalty: 3317.529785
	Iteration 25Q: 3 clusters Score -7917888 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -7917938.000000 Penalty: 3317.529785
	Iteration 26Q: 3 clusters Score -7917938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -7917960.000000 Penalty: 3317.529785
	Iteration 27Q: 3 clusters Score -7917960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -7918003.000000 Penalty: 3317.529785
	Iteration 28Q: 3 clusters Score -7918003 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -7918025.000000 Penalty: 3317.529785
	Iteration 29Q: 3 clusters Score -7918025 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -7918035.000000 Penalty: 3317.529785
	Iteration 30Q: 3 clusters Score -7918035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -7918056.000000 Penalty: 3317.529785
	Iteration 31Q: 3 clusters Score -7918056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -7918069.000000 Penalty: 3317.529785
	Iteration 32Q: 3 clusters Score -7918069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -7918095.500000 Penalty: 3317.529785
	Iteration 33Q: 3 clusters Score -7918096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -7918107.500000 Penalty: 3317.529785
	Iteration 34Q: 3 clusters Score -7918108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -7918126.500000 Penalty: 3317.529785
	Iteration 35Q: 3 clusters Score -7918126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -7918143.500000 Penalty: 3317.529785
	Iteration 36Q: 3 clusters Score -7918144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -7918152.500000 Penalty: 3317.529785
	Iteration 37Q: 3 clusters Score -7918152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -7918171.500000 Penalty: 3317.529785
	Iteration 38Q: 3 clusters Score -7918172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -7918181.500000 Penalty: 3317.529785
	Iteration 39Q: 3 clusters Score -7918182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -7918197.500000 Penalty: 3317.529785
	Iteration 40F: 3 clusters Score -7918198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -7918217.500000 Penalty: 3317.529785
	Iteration 41Q: 3 clusters Score -7918218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -7918228.500000 Penalty: 3317.529785
	Iteration 42Q: 3 clusters Score -7918228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -7918245.500000 Penalty: 3317.529785
	Iteration 43Q: 3 clusters Score -7918246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -7918248.500000 Penalty: 3317.529785
	Iteration 44Q: 3 clusters Score -7918248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -7918249.500000 Penalty: 3317.529785
	Iteration 45Q: 3 clusters Score -7918250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -7918255.500000 Penalty: 3317.529785
	Iteration 46Q: 3 clusters Score -7918256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -7918270.500000 Penalty: 3317.529785
	Iteration 47Q: 3 clusters Score -7918270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -7918284.000000 Penalty: 3317.529785
	Iteration 48Q: 3 clusters Score -7918284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -7918279.500000 Penalty: 3317.529785
	Iteration 49Q: 3 clusters Score -7918280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -7918281.000000 Penalty: 3317.529785
	Iteration 50Q: 3 clusters Score -7918281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -7918284.000000 Penalty: 3317.529785
	Iteration 51Q: 3 clusters Score -7918284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -7918283.500000 Penalty: 3317.529785
	Iteration 52Q: 3 clusters Score -7918284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -7918299.000000 Penalty: 3317.529785
	Iteration 53Q: 3 clusters Score -7918299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -7918308.000000 Penalty: 3317.529785
	Iteration 54Q: 3 clusters Score -7918308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -7918308.000000 Penalty: 3317.529785
	Iteration 55Q: 3 clusters Score -7918308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -7918300.500000 Penalty: 3317.529785
	Iteration 56Q: 3 clusters Score -7918300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -7918305.000000 Penalty: 3317.529785
	Iteration 57Q: 3 clusters Score -7918305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -7918307.500000 Penalty: 3317.529785
	Iteration 58Q: 3 clusters Score -7918308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -7918313.500000 Penalty: 3317.529785
	Iteration 59Q: 3 clusters Score -7918314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -7918316.500000 Penalty: 3317.529785
	Iteration 60F: 3 clusters Score -7918316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -7918317.000000 Penalty: 3317.529785
	Iteration 61Q: 3 clusters Score -7918317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -7918314.500000 Penalty: 3317.529785
	Iteration 62Q: 3 clusters Score -7918314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -7918310.000000 Penalty: 3317.529785
	Iteration 63Q: 3 clusters Score -7918310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -7918309.000000 Penalty: 3317.529785
	Iteration 64Q: 3 clusters Score -7918309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -7918308.000000 Penalty: 3317.529785
	Iteration 65Q: 3 clusters Score -7918308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -7918313.500000 Penalty: 3317.529785
	Iteration 66Q: 3 clusters Score -7918314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -7918310.000000 Penalty: 3317.529785
	Iteration 67Q: 3 clusters Score -7918310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -7918322.500000 Penalty: 3317.529785
	Iteration 68Q: 3 clusters Score -7918322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -7918325.000000 Penalty: 3317.529785
	Iteration 69Q: 3 clusters Score -7918325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -7918324.500000 Penalty: 3317.529785
	Iteration 70Q: 3 clusters Score -7918324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -7918325.500000 Penalty: 3317.529785
	Iteration 71Q: 3 clusters Score -7918326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -7918332.500000 Penalty: 3317.529785
	Iteration 72Q: 3 clusters Score -7918332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -7918335.500000 Penalty: 3317.529785
	Iteration 73Q: 3 clusters Score -7918336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -7918348.500000 Penalty: 3317.529785
	Iteration 74Q: 3 clusters Score -7918348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -7918345.000000 Penalty: 3317.529785
	Iteration 75Q: 3 clusters Score -7918345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -7918350.000000 Penalty: 3317.529785
	Iteration 76Q: 3 clusters Score -7918350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -7918346.500000 Penalty: 3317.529785
	Iteration 77Q: 3 clusters Score -7918346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -7918364.500000 Penalty: 3317.529785
	Iteration 78Q: 3 clusters Score -7918364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -7918361.500000 Penalty: 3317.529785
	Iteration 79Q: 3 clusters Score -7918362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -7918364.000000 Penalty: 3317.529785
	Iteration 80F: 3 clusters Score -7918364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -7918364.000000 Penalty: 3317.529785
	Iteration 81Q: 3 clusters Score -7918364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -7918369.000000 Penalty: 3317.529785
	Iteration 82Q: 3 clusters Score -7918369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -7918372.500000 Penalty: 3317.529785
	Iteration 83Q: 3 clusters Score -7918372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -7918374.500000 Penalty: 3317.529785
	Iteration 84Q: 3 clusters Score -7918374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -7918375.500000 Penalty: 3317.529785
	Iteration 85Q: 3 clusters Score -7918376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -7918378.000000 Penalty: 3317.529785
	Iteration 86Q: 3 clusters Score -7918378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -7918372.000000 Penalty: 3317.529785
	Iteration 87Q: 3 clusters Score -7918372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -7918363.500000 Penalty: 3317.529785
	Iteration 88Q: 3 clusters Score -7918364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -7918368.500000 Penalty: 3317.529785
	Iteration 89Q: 3 clusters Score -7918368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -7918378.000000 Penalty: 3317.529785
	Iteration 90Q: 3 clusters Score -7918378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -7918375.000000 Penalty: 3317.529785
	Iteration 91Q: 3 clusters Score -7918375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -7918380.500000 Penalty: 3317.529785
	Iteration 92Q: 3 clusters Score -7918380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -7918382.000000 Penalty: 3317.529785
	Iteration 93Q: 3 clusters Score -7918382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -7918378.000000 Penalty: 3317.529785
	Iteration 94Q: 3 clusters Score -7918378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -7918381.000000 Penalty: 3317.529785
	Iteration 95Q: 3 clusters Score -7918381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -7918387.000000 Penalty: 3317.529785
	Iteration 96Q: 3 clusters Score -7918387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -7918381.500000 Penalty: 3317.529785
	Iteration 97Q: 3 clusters Score -7918382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -7918384.500000 Penalty: 3317.529785
	Iteration 98Q: 3 clusters Score -7918384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -7918389.500000 Penalty: 3317.529785
	Iteration 99Q: 3 clusters Score -7918390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -7918393.500000 Penalty: 3317.529785
	Iteration 100F: 3 clusters Score -7918394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -7918401.500000 Penalty: 3317.529785
	Iteration 101Q: 3 clusters Score -7918402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -7918406.000000 Penalty: 3317.529785
	Iteration 102Q: 3 clusters Score -7918406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -7918399.000000 Penalty: 3317.529785
	Iteration 103Q: 3 clusters Score -7918399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -7918397.000000 Penalty: 3317.529785
	Iteration 104Q: 3 clusters Score -7918397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -7918399.500000 Penalty: 3317.529785
	Iteration 105Q: 3 clusters Score -7918400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -7918395.500000 Penalty: 3317.529785
	Iteration 106Q: 3 clusters Score -7918396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -7918400.000000 Penalty: 3317.529785
	Iteration 107Q: 3 clusters Score -7918400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -7918400.000000 Penalty: 3317.529785
	Iteration 108F: 3 clusters Score -7918400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Entering Unmasked Estep 
Score: -2605473.750000 Penalty: 1497.654663
	Iteration 0F: 2 clusters Score -2605474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2590283.250000 Penalty: 2995.309326
	Iteration 0F: 3 clusters Score -2590283 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2595973.750000 Penalty: 2995.309326
	Iteration 1F: 3 clusters Score -2595974 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2596608.000000 Penalty: 2995.309326
	Iteration 2F: 3 clusters Score -2596608 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2597443.250000 Penalty: 2995.309326
	Iteration 3F: 3 clusters Score -2597443 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2598605.250000 Penalty: 2995.309326
	Iteration 4F: 3 clusters Score -2598605 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2600037.250000 Penalty: 2995.309326
	Iteration 5F: 3 clusters Score -2600037 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2601617.750000 Penalty: 2995.309326
	Iteration 6F: 3 clusters Score -2601618 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2602977.500000 Penalty: 2995.309326
	Iteration 7F: 3 clusters Score -2602978 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2603899.000000 Penalty: 2995.309326
	Iteration 8Q: 3 clusters Score -2603899 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2604477.500000 Penalty: 2995.309326
	Iteration 9Q: 3 clusters Score -2604478 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2604812.250000 Penalty: 2995.309326
	Iteration 10Q: 3 clusters Score -2604812 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2604996.500000 Penalty: 2995.309326
	Iteration 11Q: 3 clusters Score -2604996 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2605146.500000 Penalty: 2995.309326
	Iteration 12Q: 3 clusters Score -2605146 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2605279.250000 Penalty: 2995.309326
	Iteration 13Q: 3 clusters Score -2605279 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2605395.750000 Penalty: 2995.309326
	Iteration 14Q: 3 clusters Score -2605396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2605467.500000 Penalty: 2995.309326
	Iteration 15Q: 3 clusters Score -2605468 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2605553.000000 Penalty: 2995.309326
	Iteration 16Q: 3 clusters Score -2605553 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2605621.000000 Penalty: 2995.309326
	Iteration 17Q: 3 clusters Score -2605621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2605681.500000 Penalty: 2995.309326
	Iteration 18Q: 3 clusters Score -2605682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2605719.000000 Penalty: 2995.309326
	Iteration 19Q: 3 clusters Score -2605719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2605740.500000 Penalty: 2995.309326
	Iteration 20F: 3 clusters Score -2605740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2605758.750000 Penalty: 2995.309326
	Iteration 21Q: 3 clusters Score -2605759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2605773.250000 Penalty: 2995.309326
	Iteration 22Q: 3 clusters Score -2605773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2605784.250000 Penalty: 2995.309326
	Iteration 23Q: 3 clusters Score -2605784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2605805.500000 Penalty: 2995.309326
	Iteration 24Q: 3 clusters Score -2605806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2605819.000000 Penalty: 2995.309326
	Iteration 25Q: 3 clusters Score -2605819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2605826.750000 Penalty: 2995.309326
	Iteration 26Q: 3 clusters Score -2605827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2605835.750000 Penalty: 2995.309326
	Iteration 27Q: 3 clusters Score -2605836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2605840.000000 Penalty: 2995.309326
	Iteration 28Q: 3 clusters Score -2605840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2605838.500000 Penalty: 2995.309326
	Iteration 29Q: 3 clusters Score -2605838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2605844.000000 Penalty: 2995.309326
	Iteration 30Q: 3 clusters Score -2605844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2605849.000000 Penalty: 2995.309326
	Iteration 31Q: 3 clusters Score -2605849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2605852.250000 Penalty: 2995.309326
	Iteration 32Q: 3 clusters Score -2605852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2605865.250000 Penalty: 2995.309326
	Iteration 33Q: 3 clusters Score -2605865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2605858.500000 Penalty: 2995.309326
	Iteration 34Q: 3 clusters Score -2605858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2605860.750000 Penalty: 2995.309326
	Iteration 35Q: 3 clusters Score -2605861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2605861.000000 Penalty: 2995.309326
	Iteration 36Q: 3 clusters Score -2605861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2605865.500000 Penalty: 2995.309326
	Iteration 37Q: 3 clusters Score -2605866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2605866.000000 Penalty: 2995.309326
	Iteration 38Q: 3 clusters Score -2605866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2605865.500000 Penalty: 2995.309326
	Iteration 39Q: 3 clusters Score -2605866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2605862.500000 Penalty: 2995.309326
	Iteration 40F: 3 clusters Score -2605862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2605863.250000 Penalty: 2995.309326
	Iteration 41Q: 3 clusters Score -2605863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2605863.750000 Penalty: 2995.309326
	Iteration 42Q: 3 clusters Score -2605864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2605863.750000 Penalty: 2995.309326
	Iteration 43F: 3 clusters Score -2605864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 75633 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52688 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10467 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 2552 members 
Entering Unmasked Estep 
Score: -111088880.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111089432.000000 to -111088880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Entering Unmasked Estep 
Score: -831168.500000 Penalty: 1330.033936
	Iteration 0F: 2 clusters Score -831168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -825926.875000 Penalty: 2660.067871
	Iteration 0F: 3 clusters Score -825926.9 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -827576.750000 Penalty: 2660.067871
	Iteration 1F: 3 clusters Score -827576.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -827891.500000 Penalty: 2660.067871
	Iteration 2F: 3 clusters Score -827891.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -828125.000000 Penalty: 2660.067871
	Iteration 3F: 3 clusters Score -828125 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -828311.187500 Penalty: 2660.067871
	Iteration 4Q: 3 clusters Score -828311.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -828459.500000 Penalty: 2660.067871
	Iteration 5Q: 3 clusters Score -828459.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -828588.250000 Penalty: 2660.067871
	Iteration 6Q: 3 clusters Score -828588.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -828695.250000 Penalty: 2660.067871
	Iteration 7Q: 3 clusters Score -828695.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -828791.937500 Penalty: 2660.067871
	Iteration 8Q: 3 clusters Score -828791.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -828903.625000 Penalty: 2660.067871
	Iteration 9Q: 3 clusters Score -828903.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -829001.562500 Penalty: 2660.067871
	Iteration 10Q: 3 clusters Score -829001.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -829080.375000 Penalty: 2660.067871
	Iteration 11Q: 3 clusters Score -829080.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -829169.125000 Penalty: 2660.067871
	Iteration 12Q: 3 clusters Score -829169.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -829238.500000 Penalty: 2660.067871
	Iteration 13Q: 3 clusters Score -829238.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -829295.625000 Penalty: 2660.067871
	Iteration 14Q: 3 clusters Score -829295.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -829341.437500 Penalty: 2660.067871
	Iteration 15Q: 3 clusters Score -829341.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -829391.187500 Penalty: 2660.067871
	Iteration 16Q: 3 clusters Score -829391.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -829438.437500 Penalty: 2660.067871
	Iteration 17Q: 3 clusters Score -829438.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -829476.562500 Penalty: 2660.067871
	Iteration 18Q: 3 clusters Score -829476.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -829502.187500 Penalty: 2660.067871
	Iteration 19Q: 3 clusters Score -829502.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -829525.687500 Penalty: 2660.067871
	Iteration 20F: 3 clusters Score -829525.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -829543.437500 Penalty: 2660.067871
	Iteration 21Q: 3 clusters Score -829543.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -829559.875000 Penalty: 2660.067871
	Iteration 22Q: 3 clusters Score -829559.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -829570.625000 Penalty: 2660.067871
	Iteration 23Q: 3 clusters Score -829570.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -829580.750000 Penalty: 2660.067871
	Iteration 24Q: 3 clusters Score -829580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -829589.187500 Penalty: 2660.067871
	Iteration 25Q: 3 clusters Score -829589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -829594.062500 Penalty: 2660.067871
	Iteration 26Q: 3 clusters Score -829594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -829596.437500 Penalty: 2660.067871
	Iteration 27Q: 3 clusters Score -829596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -829607.500000 Penalty: 2660.067871
	Iteration 28Q: 3 clusters Score -829607.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -829617.000000 Penalty: 2660.067871
	Iteration 29Q: 3 clusters Score -829617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -829633.375000 Penalty: 2660.067871
	Iteration 30Q: 3 clusters Score -829633.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -829646.312500 Penalty: 2660.067871
	Iteration 31Q: 3 clusters Score -829646.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -829663.937500 Penalty: 2660.067871
	Iteration 32Q: 3 clusters Score -829663.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -829678.312500 Penalty: 2660.067871
	Iteration 33Q: 3 clusters Score -829678.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -829694.937500 Penalty: 2660.067871
	Iteration 34Q: 3 clusters Score -829694.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -829716.375000 Penalty: 2660.067871
	Iteration 35Q: 3 clusters Score -829716.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -829740.812500 Penalty: 2660.067871
	Iteration 36Q: 3 clusters Score -829740.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -829761.187500 Penalty: 2660.067871
	Iteration 37Q: 3 clusters Score -829761.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -829776.437500 Penalty: 2660.067871
	Iteration 38Q: 3 clusters Score -829776.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -829792.875000 Penalty: 2660.067871
	Iteration 39Q: 3 clusters Score -829792.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -829807.062500 Penalty: 2660.067871
	Iteration 40F: 3 clusters Score -829807.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -829818.375000 Penalty: 2660.067871
	Iteration 41Q: 3 clusters Score -829818.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -829830.187500 Penalty: 2660.067871
	Iteration 42Q: 3 clusters Score -829830.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -829845.812500 Penalty: 2660.067871
	Iteration 43Q: 3 clusters Score -829845.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -829853.937500 Penalty: 2660.067871
	Iteration 44Q: 3 clusters Score -829853.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -829862.187500 Penalty: 2660.067871
	Iteration 45Q: 3 clusters Score -829862.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -829868.812500 Penalty: 2660.067871
	Iteration 46Q: 3 clusters Score -829868.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -829876.375000 Penalty: 2660.067871
	Iteration 47Q: 3 clusters Score -829876.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -829882.812500 Penalty: 2660.067871
	Iteration 48Q: 3 clusters Score -829882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -829887.812500 Penalty: 2660.067871
	Iteration 49Q: 3 clusters Score -829887.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -829891.562500 Penalty: 2660.067871
	Iteration 50Q: 3 clusters Score -829891.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -829894.937500 Penalty: 2660.067871
	Iteration 51Q: 3 clusters Score -829894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -829900.187500 Penalty: 2660.067871
	Iteration 52Q: 3 clusters Score -829900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -829905.500000 Penalty: 2660.067871
	Iteration 53Q: 3 clusters Score -829905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -829911.625000 Penalty: 2660.067871
	Iteration 54Q: 3 clusters Score -829911.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -829916.562500 Penalty: 2660.067871
	Iteration 55Q: 3 clusters Score -829916.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -829920.125000 Penalty: 2660.067871
	Iteration 56Q: 3 clusters Score -829920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -829930.625000 Penalty: 2660.067871
	Iteration 57Q: 3 clusters Score -829930.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -829935.625000 Penalty: 2660.067871
	Iteration 58Q: 3 clusters Score -829935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -829939.750000 Penalty: 2660.067871
	Iteration 59Q: 3 clusters Score -829939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -829942.875000 Penalty: 2660.067871
	Iteration 60F: 3 clusters Score -829942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -829949.187500 Penalty: 2660.067871
	Iteration 61Q: 3 clusters Score -829949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -829953.875000 Penalty: 2660.067871
	Iteration 62Q: 3 clusters Score -829953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -829954.187500 Penalty: 2660.067871
	Iteration 63Q: 3 clusters Score -829954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -829957.687500 Penalty: 2660.067871
	Iteration 64Q: 3 clusters Score -829957.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -829959.687500 Penalty: 2660.067871
	Iteration 65Q: 3 clusters Score -829959.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -829963.312500 Penalty: 2660.067871
	Iteration 66Q: 3 clusters Score -829963.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -829967.937500 Penalty: 2660.067871
	Iteration 67Q: 3 clusters Score -829967.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -829969.375000 Penalty: 2660.067871
	Iteration 68Q: 3 clusters Score -829969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -829973.062500 Penalty: 2660.067871
	Iteration 69Q: 3 clusters Score -829973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -829976.437500 Penalty: 2660.067871
	Iteration 70Q: 3 clusters Score -829976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -829980.062500 Penalty: 2660.067871
	Iteration 71Q: 3 clusters Score -829980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -829981.187500 Penalty: 2660.067871
	Iteration 72Q: 3 clusters Score -829981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -829982.750000 Penalty: 2660.067871
	Iteration 73Q: 3 clusters Score -829982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -829984.625000 Penalty: 2660.067871
	Iteration 74Q: 3 clusters Score -829984.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -829984.875000 Penalty: 2660.067871
	Iteration 75Q: 3 clusters Score -829984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -829988.625000 Penalty: 2660.067871
	Iteration 76Q: 3 clusters Score -829988.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -829993.187500 Penalty: 2660.067871
	Iteration 77Q: 3 clusters Score -829993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -829997.125000 Penalty: 2660.067871
	Iteration 78Q: 3 clusters Score -829997.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -829999.875000 Penalty: 2660.067871
	Iteration 79Q: 3 clusters Score -829999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -830004.937500 Penalty: 2660.067871
	Iteration 80F: 3 clusters Score -830004.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -830012.125000 Penalty: 2660.067871
	Iteration 81Q: 3 clusters Score -830012.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -830023.062500 Penalty: 2660.067871
	Iteration 82Q: 3 clusters Score -830023.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -830031.812500 Penalty: 2660.067871
	Iteration 83Q: 3 clusters Score -830031.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -830050.125000 Penalty: 2660.067871
	Iteration 84Q: 3 clusters Score -830050.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -830060.437500 Penalty: 2660.067871
	Iteration 85Q: 3 clusters Score -830060.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -830073.062500 Penalty: 2660.067871
	Iteration 86Q: 3 clusters Score -830073.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -830093.187500 Penalty: 2660.067871
	Iteration 87Q: 3 clusters Score -830093.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -830124.812500 Penalty: 2660.067871
	Iteration 88Q: 3 clusters Score -830124.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -830167.625000 Penalty: 2660.067871
	Iteration 89Q: 3 clusters Score -830167.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -830220.062500 Penalty: 2660.067871
	Iteration 90Q: 3 clusters Score -830220.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -830248.500000 Penalty: 2660.067871
	Iteration 91Q: 3 clusters Score -830248.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -830269.312500 Penalty: 2660.067871
	Iteration 92Q: 3 clusters Score -830269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -830284.812500 Penalty: 2660.067871
	Iteration 93Q: 3 clusters Score -830284.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -830292.937500 Penalty: 2660.067871
	Iteration 94Q: 3 clusters Score -830292.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -830305.437500 Penalty: 2660.067871
	Iteration 95Q: 3 clusters Score -830305.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -830315.875000 Penalty: 2660.067871
	Iteration 96Q: 3 clusters Score -830315.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -830329.250000 Penalty: 2660.067871
	Iteration 97Q: 3 clusters Score -830329.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -830340.625000 Penalty: 2660.067871
	Iteration 98Q: 3 clusters Score -830340.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -830351.062500 Penalty: 2660.067871
	Iteration 99Q: 3 clusters Score -830351.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -830357.812500 Penalty: 2660.067871
	Iteration 100F: 3 clusters Score -830357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -830364.625000 Penalty: 2660.067871
	Iteration 101Q: 3 clusters Score -830364.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -830368.875000 Penalty: 2660.067871
	Iteration 102Q: 3 clusters Score -830368.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -830372.250000 Penalty: 2660.067871
	Iteration 103Q: 3 clusters Score -830372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -830373.875000 Penalty: 2660.067871
	Iteration 104Q: 3 clusters Score -830373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -830377.250000 Penalty: 2660.067871
	Iteration 105Q: 3 clusters Score -830377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -830379.562500 Penalty: 2660.067871
	Iteration 106Q: 3 clusters Score -830379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -830381.000000 Penalty: 2660.067871
	Iteration 107Q: 3 clusters Score -830381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -830382.250000 Penalty: 2660.067871
	Iteration 108Q: 3 clusters Score -830382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -830383.437500 Penalty: 2660.067871
	Iteration 109Q: 3 clusters Score -830383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -830382.312500 Penalty: 2660.067871
	Iteration 110Q: 3 clusters Score -830382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -830384.250000 Penalty: 2660.067871
	Iteration 111Q: 3 clusters Score -830384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -830384.250000 Penalty: 2660.067871
	Iteration 112F: 3 clusters Score -830384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29059.582031 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29059.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29266.636719 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29266.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29332.185547 Penalty: 1821.400513
	Iteration 2Q: 3 clusters Score -29332.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29353.343750 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29353.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29365.687500 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29365.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29390.744141 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29390.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29401.781250 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29401.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29405.121094 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29405.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29409.062500 Penalty: 1821.400513
	Iteration 8Q: 3 clusters Score -29409.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29410.445312 Penalty: 1821.400513
	Iteration 9Q: 3 clusters Score -29410.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29411.996094 Penalty: 1821.400513
	Iteration 10Q: 3 clusters Score -29412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29411.996094 Penalty: 1821.400513
	Iteration 11F: 3 clusters Score -29412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Entering Unmasked Estep 
Score: -7340548.000000 Penalty: 1651.057739
	Iteration 0F: 2 clusters Score -7340548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7297698.000000 Penalty: 3302.115479
	Iteration 0F: 3 clusters Score -7297698 nChanged 30738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -7315356.500000 Penalty: 3302.115479
	Iteration 1F: 3 clusters Score -7315356 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -7316186.000000 Penalty: 3302.115479
	Iteration 2Q: 3 clusters Score -7316186 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -7317280.500000 Penalty: 3302.115479
	Iteration 3Q: 3 clusters Score -7317280 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -7318634.500000 Penalty: 3302.115479
	Iteration 4Q: 3 clusters Score -7318634 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7320380.500000 Penalty: 3302.115479
	Iteration 5F: 3 clusters Score -7320380 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7322983.000000 Penalty: 3302.115479
	Iteration 6F: 3 clusters Score -7322983 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7325924.000000 Penalty: 3302.115479
	Iteration 7F: 3 clusters Score -7325924 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -7328719.500000 Penalty: 3302.115479
	Iteration 8F: 3 clusters Score -7328720 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -7331032.000000 Penalty: 3302.115479
	Iteration 9F: 3 clusters Score -7331032 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -7332737.000000 Penalty: 3302.115479
	Iteration 10Q: 3 clusters Score -7332737 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -7333954.000000 Penalty: 3302.115479
	Iteration 11Q: 3 clusters Score -7333954 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -7334892.500000 Penalty: 3302.115479
	Iteration 12Q: 3 clusters Score -7334892 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -7335597.500000 Penalty: 3302.115479
	Iteration 13Q: 3 clusters Score -7335598 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -7336117.000000 Penalty: 3302.115479
	Iteration 14Q: 3 clusters Score -7336117 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -7336577.500000 Penalty: 3302.115479
	Iteration 15Q: 3 clusters Score -7336578 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7336957.000000 Penalty: 3302.115479
	Iteration 16Q: 3 clusters Score -7336957 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -7337247.500000 Penalty: 3302.115479
	Iteration 17Q: 3 clusters Score -7337248 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -7337533.000000 Penalty: 3302.115479
	Iteration 18Q: 3 clusters Score -7337533 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -7337787.500000 Penalty: 3302.115479
	Iteration 19Q: 3 clusters Score -7337788 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -7337992.000000 Penalty: 3302.115479
	Iteration 20F: 3 clusters Score -7337992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -7338187.500000 Penalty: 3302.115479
	Iteration 21Q: 3 clusters Score -7338188 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -7338366.000000 Penalty: 3302.115479
	Iteration 22Q: 3 clusters Score -7338366 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -7338544.000000 Penalty: 3302.115479
	Iteration 23Q: 3 clusters Score -7338544 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -7338688.000000 Penalty: 3302.115479
	Iteration 24Q: 3 clusters Score -7338688 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -7338822.000000 Penalty: 3302.115479
	Iteration 25Q: 3 clusters Score -7338822 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -7338934.000000 Penalty: 3302.115479
	Iteration 26Q: 3 clusters Score -7338934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -7339034.500000 Penalty: 3302.115479
	Iteration 27Q: 3 clusters Score -7339034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -7339112.500000 Penalty: 3302.115479
	Iteration 28Q: 3 clusters Score -7339112 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -7339207.000000 Penalty: 3302.115479
	Iteration 29Q: 3 clusters Score -7339207 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -7339253.500000 Penalty: 3302.115479
	Iteration 30Q: 3 clusters Score -7339254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -7339317.500000 Penalty: 3302.115479
	Iteration 31Q: 3 clusters Score -7339318 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -7339357.000000 Penalty: 3302.115479
	Iteration 32Q: 3 clusters Score -7339357 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -7339381.500000 Penalty: 3302.115479
	Iteration 33Q: 3 clusters Score -7339382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -7339445.500000 Penalty: 3302.115479
	Iteration 34Q: 3 clusters Score -7339446 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -7339481.500000 Penalty: 3302.115479
	Iteration 35Q: 3 clusters Score -7339482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -7339506.500000 Penalty: 3302.115479
	Iteration 36Q: 3 clusters Score -7339506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -7339527.500000 Penalty: 3302.115479
	Iteration 37Q: 3 clusters Score -7339528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -7339549.000000 Penalty: 3302.115479
	Iteration 38Q: 3 clusters Score -7339549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -7339566.000000 Penalty: 3302.115479
	Iteration 39Q: 3 clusters Score -7339566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -7339563.500000 Penalty: 3302.115479
	Iteration 40F: 3 clusters Score -7339564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -7339589.500000 Penalty: 3302.115479
	Iteration 41Q: 3 clusters Score -7339590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -7339593.000000 Penalty: 3302.115479
	Iteration 42Q: 3 clusters Score -7339593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -7339578.000000 Penalty: 3302.115479
	Iteration 43Q: 3 clusters Score -7339578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -7339598.000000 Penalty: 3302.115479
	Iteration 44Q: 3 clusters Score -7339598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -7339610.000000 Penalty: 3302.115479
	Iteration 45Q: 3 clusters Score -7339610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -7339607.000000 Penalty: 3302.115479
	Iteration 46Q: 3 clusters Score -7339607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -7339616.500000 Penalty: 3302.115479
	Iteration 47Q: 3 clusters Score -7339616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -7339629.500000 Penalty: 3302.115479
	Iteration 48Q: 3 clusters Score -7339630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -7339642.000000 Penalty: 3302.115479
	Iteration 49Q: 3 clusters Score -7339642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -7339639.000000 Penalty: 3302.115479
	Iteration 50Q: 3 clusters Score -7339639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -7339638.000000 Penalty: 3302.115479
	Iteration 51Q: 3 clusters Score -7339638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -7339641.000000 Penalty: 3302.115479
	Iteration 52Q: 3 clusters Score -7339641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -7339644.500000 Penalty: 3302.115479
	Iteration 53Q: 3 clusters Score -7339644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -7339647.000000 Penalty: 3302.115479
	Iteration 54Q: 3 clusters Score -7339647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -7339639.000000 Penalty: 3302.115479
	Iteration 55Q: 3 clusters Score -7339639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -7339647.000000 Penalty: 3302.115479
	Iteration 56Q: 3 clusters Score -7339647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -7339651.000000 Penalty: 3302.115479
	Iteration 57Q: 3 clusters Score -7339651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -7339647.000000 Penalty: 3302.115479
	Iteration 58Q: 3 clusters Score -7339647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -7339649.500000 Penalty: 3302.115479
	Iteration 59Q: 3 clusters Score -7339650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -7339649.500000 Penalty: 3302.115479
	Iteration 60F: 3 clusters Score -7339650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Entering Unmasked Estep 
Score: -8830105.000000 Penalty: 1671.566895
	Iteration 0F: 2 clusters Score -8830105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -8780676.000000 Penalty: 3343.133789
	Iteration 0F: 3 clusters Score -8780676 nChanged 35615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -8800837.000000 Penalty: 3343.133789
	Iteration 1F: 3 clusters Score -8800837 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8801534.000000 Penalty: 3343.133789
	Iteration 2Q: 3 clusters Score -8801534 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8802273.000000 Penalty: 3343.133789
	Iteration 3Q: 3 clusters Score -8802273 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -8803206.000000 Penalty: 3343.133789
	Iteration 4Q: 3 clusters Score -8803206 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8804371.000000 Penalty: 3343.133789
	Iteration 5Q: 3 clusters Score -8804371 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -8806013.000000 Penalty: 3343.133789
	Iteration 6Q: 3 clusters Score -8806013 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -8808449.000000 Penalty: 3343.133789
	Iteration 7F: 3 clusters Score -8808449 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -8812075.000000 Penalty: 3343.133789
	Iteration 8F: 3 clusters Score -8812075 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -8816244.000000 Penalty: 3343.133789
	Iteration 9F: 3 clusters Score -8816244 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -8820305.000000 Penalty: 3343.133789
	Iteration 10F: 3 clusters Score -8820305 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -8823610.000000 Penalty: 3343.133789
	Iteration 11F: 3 clusters Score -8823610 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8825841.000000 Penalty: 3343.133789
	Iteration 12Q: 3 clusters Score -8825841 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8827149.000000 Penalty: 3343.133789
	Iteration 13Q: 3 clusters Score -8827149 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8827806.000000 Penalty: 3343.133789
	Iteration 14Q: 3 clusters Score -8827806 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8828246.000000 Penalty: 3343.133789
	Iteration 15Q: 3 clusters Score -8828246 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8828536.000000 Penalty: 3343.133789
	Iteration 16Q: 3 clusters Score -8828536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74946 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8828661.000000 Penalty: 3343.133789
	Iteration 17Q: 3 clusters Score -8828661 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8828758.000000 Penalty: 3343.133789
	Iteration 18Q: 3 clusters Score -8828758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8828805.000000 Penalty: 3343.133789
	Iteration 19Q: 3 clusters Score -8828805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8828840.000000 Penalty: 3343.133789
	Iteration 20F: 3 clusters Score -8828840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8828861.000000 Penalty: 3343.133789
	Iteration 21Q: 3 clusters Score -8828861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8828871.000000 Penalty: 3343.133789
	Iteration 22Q: 3 clusters Score -8828871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8828871.000000 Penalty: 3343.133789
	Iteration 23Q: 3 clusters Score -8828871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8828884.000000 Penalty: 3343.133789
	Iteration 24Q: 3 clusters Score -8828884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8828897.000000 Penalty: 3343.133789
	Iteration 25Q: 3 clusters Score -8828897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8828907.000000 Penalty: 3343.133789
	Iteration 26Q: 3 clusters Score -8828907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8828912.000000 Penalty: 3343.133789
	Iteration 27Q: 3 clusters Score -8828912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8828914.000000 Penalty: 3343.133789
	Iteration 28Q: 3 clusters Score -8828914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8828917.000000 Penalty: 3343.133789
	Iteration 29Q: 3 clusters Score -8828917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8828913.000000 Penalty: 3343.133789
	Iteration 30Q: 3 clusters Score -8828913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8828928.000000 Penalty: 3343.133789
	Iteration 31Q: 3 clusters Score -8828928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8828930.000000 Penalty: 3343.133789
	Iteration 32Q: 3 clusters Score -8828930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8828929.000000 Penalty: 3343.133789
	Iteration 33Q: 3 clusters Score -8828929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8828928.000000 Penalty: 3343.133789
	Iteration 34Q: 3 clusters Score -8828928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8828928.000000 Penalty: 3343.133789
	Iteration 35Q: 3 clusters Score -8828928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8828928.000000 Penalty: 3343.133789
	Iteration 36F: 3 clusters Score -8828928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -683672.625000 Penalty: 1299.654785
	Iteration 0F: 2 clusters Score -683672.6 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 3085 members 
Entering Unmasked Estep 
Score: -679246.562500 Penalty: 2599.309570
	Iteration 0F: 3 clusters Score -679246.6 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -680563.937500 Penalty: 2599.309570
	Iteration 1F: 3 clusters Score -680563.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -680829.687500 Penalty: 2599.309570
	Iteration 2F: 3 clusters Score -680829.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -681020.937500 Penalty: 2599.309570
	Iteration 3F: 3 clusters Score -681020.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -681165.687500 Penalty: 2599.309570
	Iteration 4Q: 3 clusters Score -681165.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -681283.437500 Penalty: 2599.309570
	Iteration 5Q: 3 clusters Score -681283.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -681366.625000 Penalty: 2599.309570
	Iteration 6Q: 3 clusters Score -681366.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -681451.125000 Penalty: 2599.309570
	Iteration 7Q: 3 clusters Score -681451.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -681520.750000 Penalty: 2599.309570
	Iteration 8Q: 3 clusters Score -681520.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -681598.500000 Penalty: 2599.309570
	Iteration 9Q: 3 clusters Score -681598.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -681683.437500 Penalty: 2599.309570
	Iteration 10Q: 3 clusters Score -681683.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -681757.500000 Penalty: 2599.309570
	Iteration 11Q: 3 clusters Score -681757.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -681828.937500 Penalty: 2599.309570
	Iteration 12Q: 3 clusters Score -681828.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -681898.500000 Penalty: 2599.309570
	Iteration 13Q: 3 clusters Score -681898.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -681966.187500 Penalty: 2599.309570
	Iteration 14Q: 3 clusters Score -681966.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -682029.625000 Penalty: 2599.309570
	Iteration 15Q: 3 clusters Score -682029.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -682109.625000 Penalty: 2599.309570
	Iteration 16Q: 3 clusters Score -682109.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -682168.000000 Penalty: 2599.309570
	Iteration 17Q: 3 clusters Score -682168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -682216.812500 Penalty: 2599.309570
	Iteration 18Q: 3 clusters Score -682216.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -682254.750000 Penalty: 2599.309570
	Iteration 19Q: 3 clusters Score -682254.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -682296.750000 Penalty: 2599.309570
	Iteration 20F: 3 clusters Score -682296.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -682331.187500 Penalty: 2599.309570
	Iteration 21Q: 3 clusters Score -682331.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -682363.437500 Penalty: 2599.309570
	Iteration 22Q: 3 clusters Score -682363.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -682392.187500 Penalty: 2599.309570
	Iteration 23Q: 3 clusters Score -682392.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -682420.312500 Penalty: 2599.309570
	Iteration 24Q: 3 clusters Score -682420.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -682445.250000 Penalty: 2599.309570
	Iteration 25Q: 3 clusters Score -682445.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -682465.937500 Penalty: 2599.309570
	Iteration 26Q: 3 clusters Score -682465.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -682482.937500 Penalty: 2599.309570
	Iteration 27Q: 3 clusters Score -682482.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -682497.875000 Penalty: 2599.309570
	Iteration 28Q: 3 clusters Score -682497.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -682511.312500 Penalty: 2599.309570
	Iteration 29Q: 3 clusters Score -682511.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -682527.687500 Penalty: 2599.309570
	Iteration 30Q: 3 clusters Score -682527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -682535.812500 Penalty: 2599.309570
	Iteration 31Q: 3 clusters Score -682535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -682541.250000 Penalty: 2599.309570
	Iteration 32Q: 3 clusters Score -682541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -682546.562500 Penalty: 2599.309570
	Iteration 33Q: 3 clusters Score -682546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -682550.875000 Penalty: 2599.309570
	Iteration 34Q: 3 clusters Score -682550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -682552.312500 Penalty: 2599.309570
	Iteration 35Q: 3 clusters Score -682552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -682556.687500 Penalty: 2599.309570
	Iteration 36Q: 3 clusters Score -682556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -682559.562500 Penalty: 2599.309570
	Iteration 37Q: 3 clusters Score -682559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -682565.875000 Penalty: 2599.309570
	Iteration 38Q: 3 clusters Score -682565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -682569.375000 Penalty: 2599.309570
	Iteration 39Q: 3 clusters Score -682569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -682571.937500 Penalty: 2599.309570
	Iteration 40F: 3 clusters Score -682571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -682574.437500 Penalty: 2599.309570
	Iteration 41Q: 3 clusters Score -682574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -682573.937500 Penalty: 2599.309570
	Iteration 42Q: 3 clusters Score -682573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -682577.312500 Penalty: 2599.309570
	Iteration 43Q: 3 clusters Score -682577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -682581.000000 Penalty: 2599.309570
	Iteration 44Q: 3 clusters Score -682581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -682584.125000 Penalty: 2599.309570
	Iteration 45Q: 3 clusters Score -682584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -682585.750000 Penalty: 2599.309570
	Iteration 46Q: 3 clusters Score -682585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -682586.812500 Penalty: 2599.309570
	Iteration 47Q: 3 clusters Score -682586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -682586.812500 Penalty: 2599.309570
	Iteration 48F: 3 clusters Score -682586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Entering Unmasked Estep 
Score: -4961719.500000 Penalty: 1584.258789
	Iteration 0F: 2 clusters Score -4961720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4934391.500000 Penalty: 3168.517578
	Iteration 0F: 3 clusters Score -4934392 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4945003.500000 Penalty: 3168.517578
	Iteration 1F: 3 clusters Score -4945004 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4945798.500000 Penalty: 3168.517578
	Iteration 2Q: 3 clusters Score -4945798 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4946725.000000 Penalty: 3168.517578
	Iteration 3Q: 3 clusters Score -4946725 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4947529.000000 Penalty: 3168.517578
	Iteration 4Q: 3 clusters Score -4947529 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4948262.000000 Penalty: 3168.517578
	Iteration 5Q: 3 clusters Score -4948262 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -4948988.500000 Penalty: 3168.517578
	Iteration 6Q: 3 clusters Score -4948988 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4949767.500000 Penalty: 3168.517578
	Iteration 7Q: 3 clusters Score -4949768 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4950932.500000 Penalty: 3168.517578
	Iteration 8F: 3 clusters Score -4950932 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4952507.500000 Penalty: 3168.517578
	Iteration 9F: 3 clusters Score -4952508 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4954466.500000 Penalty: 3168.517578
	Iteration 10F: 3 clusters Score -4954466 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4956339.500000 Penalty: 3168.517578
	Iteration 11F: 3 clusters Score -4956340 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4957800.000000 Penalty: 3168.517578
	Iteration 12Q: 3 clusters Score -4957800 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4958763.000000 Penalty: 3168.517578
	Iteration 13Q: 3 clusters Score -4958763 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4959459.000000 Penalty: 3168.517578
	Iteration 14Q: 3 clusters Score -4959459 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4960026.000000 Penalty: 3168.517578
	Iteration 15Q: 3 clusters Score -4960026 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -4960443.000000 Penalty: 3168.517578
	Iteration 16Q: 3 clusters Score -4960443 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4960791.500000 Penalty: 3168.517578
	Iteration 17Q: 3 clusters Score -4960792 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -4961048.500000 Penalty: 3168.517578
	Iteration 18Q: 3 clusters Score -4961048 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -4961244.500000 Penalty: 3168.517578
	Iteration 19Q: 3 clusters Score -4961244 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -4961396.000000 Penalty: 3168.517578
	Iteration 20F: 3 clusters Score -4961396 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -4961516.000000 Penalty: 3168.517578
	Iteration 21Q: 3 clusters Score -4961516 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4961586.500000 Penalty: 3168.517578
	Iteration 22Q: 3 clusters Score -4961586 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4961628.500000 Penalty: 3168.517578
	Iteration 23Q: 3 clusters Score -4961628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4961675.000000 Penalty: 3168.517578
	Iteration 24Q: 3 clusters Score -4961675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4961705.000000 Penalty: 3168.517578
	Iteration 25Q: 3 clusters Score -4961705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4961735.000000 Penalty: 3168.517578
	Iteration 26Q: 3 clusters Score -4961735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4961755.500000 Penalty: 3168.517578
	Iteration 27Q: 3 clusters Score -4961756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4961772.500000 Penalty: 3168.517578
	Iteration 28Q: 3 clusters Score -4961772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4961787.000000 Penalty: 3168.517578
	Iteration 29Q: 3 clusters Score -4961787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4961810.500000 Penalty: 3168.517578
	Iteration 30Q: 3 clusters Score -4961810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -4961815.000000 Penalty: 3168.517578
	Iteration 31Q: 3 clusters Score -4961815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4961824.000000 Penalty: 3168.517578
	Iteration 32Q: 3 clusters Score -4961824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4961827.000000 Penalty: 3168.517578
	Iteration 33Q: 3 clusters Score -4961827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -4961825.500000 Penalty: 3168.517578
	Iteration 34Q: 3 clusters Score -4961826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -4961830.000000 Penalty: 3168.517578
	Iteration 35Q: 3 clusters Score -4961830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4961832.500000 Penalty: 3168.517578
	Iteration 36Q: 3 clusters Score -4961832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -4961831.000000 Penalty: 3168.517578
	Iteration 37Q: 3 clusters Score -4961831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4961833.000000 Penalty: 3168.517578
	Iteration 38Q: 3 clusters Score -4961833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -4961828.000000 Penalty: 3168.517578
	Iteration 39Q: 3 clusters Score -4961828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -4961827.500000 Penalty: 3168.517578
	Iteration 40F: 3 clusters Score -4961828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23503 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 75633 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52688 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10467 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 40302 members 
Entering Unmasked Estep 
Score: -111088808.000000 Penalty: 117209.742188
Splitting cluster 13 changes total score from -111089432.000000 to -111088808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (73017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Entering Unmasked Estep 
Score: -8516328.000000 Penalty: 1666.328979
	Iteration 0F: 2 clusters Score -8516328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -8468633.000000 Penalty: 3332.657959
	Iteration 0F: 3 clusters Score -8468633 nChanged 34251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -8488037.000000 Penalty: 3332.657959
	Iteration 1F: 3 clusters Score -8488037 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -8488623.000000 Penalty: 3332.657959
	Iteration 2Q: 3 clusters Score -8488623 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -8489218.000000 Penalty: 3332.657959
	Iteration 3Q: 3 clusters Score -8489218 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -8489708.000000 Penalty: 3332.657959
	Iteration 4Q: 3 clusters Score -8489708 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -8490248.000000 Penalty: 3332.657959
	Iteration 5Q: 3 clusters Score -8490248 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8491055.000000 Penalty: 3332.657959
	Iteration 6Q: 3 clusters Score -8491055 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8492239.000000 Penalty: 3332.657959
	Iteration 7Q: 3 clusters Score -8492239 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -8494108.000000 Penalty: 3332.657959
	Iteration 8F: 3 clusters Score -8494108 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -8497093.000000 Penalty: 3332.657959
	Iteration 9F: 3 clusters Score -8497093 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -8501185.000000 Penalty: 3332.657959
	Iteration 10F: 3 clusters Score -8501185 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -8505968.000000 Penalty: 3332.657959
	Iteration 11F: 3 clusters Score -8505968 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -8510051.000000 Penalty: 3332.657959
	Iteration 12F: 3 clusters Score -8510051 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -8512731.000000 Penalty: 3332.657959
	Iteration 13Q: 3 clusters Score -8512731 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -8514070.000000 Penalty: 3332.657959
	Iteration 14Q: 3 clusters Score -8514070 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -8514568.000000 Penalty: 3332.657959
	Iteration 15Q: 3 clusters Score -8514568 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -8514798.000000 Penalty: 3332.657959
	Iteration 16Q: 3 clusters Score -8514798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -8514908.000000 Penalty: 3332.657959
	Iteration 17Q: 3 clusters Score -8514908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -8514973.000000 Penalty: 3332.657959
	Iteration 18Q: 3 clusters Score -8514973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -8514988.000000 Penalty: 3332.657959
	Iteration 19Q: 3 clusters Score -8514988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -8515000.000000 Penalty: 3332.657959
	Iteration 20F: 3 clusters Score -8515000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -8515010.000000 Penalty: 3332.657959
	Iteration 21Q: 3 clusters Score -8515010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -8515010.000000 Penalty: 3332.657959
	Iteration 22Q: 3 clusters Score -8515010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -8515015.000000 Penalty: 3332.657959
	Iteration 23Q: 3 clusters Score -8515015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -8515015.000000 Penalty: 3332.657959
	Iteration 24F: 3 clusters Score -8515015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Entering Unmasked Estep 
Score: -1213769.750000 Penalty: 1382.898071
	Iteration 0F: 2 clusters Score -1213770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1206502.250000 Penalty: 2765.796143
	Iteration 0F: 3 clusters Score -1206502 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1208960.625000 Penalty: 2765.796143
	Iteration 1F: 3 clusters Score -1208961 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1209244.625000 Penalty: 2765.796143
	Iteration 2F: 3 clusters Score -1209245 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1209453.125000 Penalty: 2765.796143
	Iteration 3Q: 3 clusters Score -1209453 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1209608.125000 Penalty: 2765.796143
	Iteration 4Q: 3 clusters Score -1209608 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1209755.000000 Penalty: 2765.796143
	Iteration 5Q: 3 clusters Score -1209755 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1209865.250000 Penalty: 2765.796143
	Iteration 6Q: 3 clusters Score -1209865 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1209982.375000 Penalty: 2765.796143
	Iteration 7Q: 3 clusters Score -1209982 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1210109.500000 Penalty: 2765.796143
	Iteration 8Q: 3 clusters Score -1210110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1210282.875000 Penalty: 2765.796143
	Iteration 9Q: 3 clusters Score -1210283 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1210510.750000 Penalty: 2765.796143
	Iteration 10Q: 3 clusters Score -1210511 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1210781.625000 Penalty: 2765.796143
	Iteration 11Q: 3 clusters Score -1210782 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1211080.125000 Penalty: 2765.796143
	Iteration 12Q: 3 clusters Score -1211080 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1211397.125000 Penalty: 2765.796143
	Iteration 13Q: 3 clusters Score -1211397 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1211754.625000 Penalty: 2765.796143
	Iteration 14Q: 3 clusters Score -1211755 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1212038.500000 Penalty: 2765.796143
	Iteration 15Q: 3 clusters Score -1212038 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1212323.500000 Penalty: 2765.796143
	Iteration 16Q: 3 clusters Score -1212324 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1212532.875000 Penalty: 2765.796143
	Iteration 17Q: 3 clusters Score -1212533 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1212694.000000 Penalty: 2765.796143
	Iteration 18Q: 3 clusters Score -1212694 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1212822.625000 Penalty: 2765.796143
	Iteration 19Q: 3 clusters Score -1212823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1212908.875000 Penalty: 2765.796143
	Iteration 20F: 3 clusters Score -1212909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1212990.500000 Penalty: 2765.796143
	Iteration 21Q: 3 clusters Score -1212990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1213069.500000 Penalty: 2765.796143
	Iteration 22Q: 3 clusters Score -1213070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1213119.875000 Penalty: 2765.796143
	Iteration 23Q: 3 clusters Score -1213120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1213179.250000 Penalty: 2765.796143
	Iteration 24Q: 3 clusters Score -1213179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1213219.250000 Penalty: 2765.796143
	Iteration 25Q: 3 clusters Score -1213219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1213238.125000 Penalty: 2765.796143
	Iteration 26Q: 3 clusters Score -1213238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1213251.250000 Penalty: 2765.796143
	Iteration 27Q: 3 clusters Score -1213251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1213259.500000 Penalty: 2765.796143
	Iteration 28Q: 3 clusters Score -1213260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1213263.125000 Penalty: 2765.796143
	Iteration 29Q: 3 clusters Score -1213263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1213267.125000 Penalty: 2765.796143
	Iteration 30Q: 3 clusters Score -1213267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1213272.875000 Penalty: 2765.796143
	Iteration 31Q: 3 clusters Score -1213273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1213281.625000 Penalty: 2765.796143
	Iteration 32Q: 3 clusters Score -1213282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1213282.125000 Penalty: 2765.796143
	Iteration 33Q: 3 clusters Score -1213282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1213282.250000 Penalty: 2765.796143
	Iteration 34Q: 3 clusters Score -1213282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1213286.000000 Penalty: 2765.796143
	Iteration 35Q: 3 clusters Score -1213286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1213287.250000 Penalty: 2765.796143
	Iteration 36Q: 3 clusters Score -1213287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1213287.500000 Penalty: 2765.796143
	Iteration 37Q: 3 clusters Score -1213288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1213287.500000 Penalty: 2765.796143
	Iteration 38F: 3 clusters Score -1213288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1175425.875000 Penalty: 1379.267212
	Iteration 0F: 2 clusters Score -1175426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1168280.625000 Penalty: 2758.534424
	Iteration 0F: 3 clusters Score -1168281 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1170692.500000 Penalty: 2758.534424
	Iteration 1F: 3 clusters Score -1170692 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1171036.000000 Penalty: 2758.534424
	Iteration 2F: 3 clusters Score -1171036 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1171352.500000 Penalty: 2758.534424
	Iteration 3F: 3 clusters Score -1171352 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1171663.750000 Penalty: 2758.534424
	Iteration 4F: 3 clusters Score -1171664 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1171990.750000 Penalty: 2758.534424
	Iteration 5F: 3 clusters Score -1171991 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1172343.625000 Penalty: 2758.534424
	Iteration 6F: 3 clusters Score -1172344 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1172685.250000 Penalty: 2758.534424
	Iteration 7F: 3 clusters Score -1172685 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1173013.000000 Penalty: 2758.534424
	Iteration 8Q: 3 clusters Score -1173013 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1173319.000000 Penalty: 2758.534424
	Iteration 9Q: 3 clusters Score -1173319 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1173581.500000 Penalty: 2758.534424
	Iteration 10Q: 3 clusters Score -1173582 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1173772.000000 Penalty: 2758.534424
	Iteration 11Q: 3 clusters Score -1173772 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1173932.875000 Penalty: 2758.534424
	Iteration 12Q: 3 clusters Score -1173933 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1174106.750000 Penalty: 2758.534424
	Iteration 13Q: 3 clusters Score -1174107 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1174236.750000 Penalty: 2758.534424
	Iteration 14Q: 3 clusters Score -1174237 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1174353.625000 Penalty: 2758.534424
	Iteration 15Q: 3 clusters Score -1174354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1174433.750000 Penalty: 2758.534424
	Iteration 16Q: 3 clusters Score -1174434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1174476.125000 Penalty: 2758.534424
	Iteration 17Q: 3 clusters Score -1174476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1174511.875000 Penalty: 2758.534424
	Iteration 18Q: 3 clusters Score -1174512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1174542.250000 Penalty: 2758.534424
	Iteration 19Q: 3 clusters Score -1174542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1174564.750000 Penalty: 2758.534424
	Iteration 20F: 3 clusters Score -1174565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1174577.500000 Penalty: 2758.534424
	Iteration 21Q: 3 clusters Score -1174578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1174586.750000 Penalty: 2758.534424
	Iteration 22Q: 3 clusters Score -1174587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1174593.375000 Penalty: 2758.534424
	Iteration 23Q: 3 clusters Score -1174593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1174601.750000 Penalty: 2758.534424
	Iteration 24Q: 3 clusters Score -1174602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1174607.250000 Penalty: 2758.534424
	Iteration 25Q: 3 clusters Score -1174607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1174611.625000 Penalty: 2758.534424
	Iteration 26Q: 3 clusters Score -1174612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1174612.875000 Penalty: 2758.534424
	Iteration 27Q: 3 clusters Score -1174613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1174618.750000 Penalty: 2758.534424
	Iteration 28Q: 3 clusters Score -1174619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1174622.625000 Penalty: 2758.534424
	Iteration 29Q: 3 clusters Score -1174623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1174629.375000 Penalty: 2758.534424
	Iteration 30Q: 3 clusters Score -1174629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1174632.125000 Penalty: 2758.534424
	Iteration 31Q: 3 clusters Score -1174632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1174639.250000 Penalty: 2758.534424
	Iteration 32Q: 3 clusters Score -1174639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1174642.750000 Penalty: 2758.534424
	Iteration 33Q: 3 clusters Score -1174643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1174648.625000 Penalty: 2758.534424
	Iteration 34Q: 3 clusters Score -1174649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1174648.250000 Penalty: 2758.534424
	Iteration 35Q: 3 clusters Score -1174648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1174648.250000 Penalty: 2758.534424
	Iteration 36Q: 3 clusters Score -1174648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1174648.250000 Penalty: 2758.534424
	Iteration 37F: 3 clusters Score -1174648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -158652.937500 Penalty: 1100.392090
	Iteration 0F: 2 clusters Score -158652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157030.375000 Penalty: 2200.784180
	Iteration 0F: 3 clusters Score -157030.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -157448.250000 Penalty: 2200.784180
	Iteration 1F: 3 clusters Score -157448.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -157582.671875 Penalty: 2200.784180
	Iteration 2F: 3 clusters Score -157582.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157655.890625 Penalty: 2200.784180
	Iteration 3Q: 3 clusters Score -157655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157702.140625 Penalty: 2200.784180
	Iteration 4Q: 3 clusters Score -157702.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157743.296875 Penalty: 2200.784180
	Iteration 5Q: 3 clusters Score -157743.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -157766.656250 Penalty: 2200.784180
	Iteration 6Q: 3 clusters Score -157766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -157784.156250 Penalty: 2200.784180
	Iteration 7Q: 3 clusters Score -157784.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -157802.406250 Penalty: 2200.784180
	Iteration 8Q: 3 clusters Score -157802.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -157816.000000 Penalty: 2200.784180
	Iteration 9Q: 3 clusters Score -157816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -157821.109375 Penalty: 2200.784180
	Iteration 10Q: 3 clusters Score -157821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -157825.593750 Penalty: 2200.784180
	Iteration 11Q: 3 clusters Score -157825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -157829.218750 Penalty: 2200.784180
	Iteration 12Q: 3 clusters Score -157829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -157838.265625 Penalty: 2200.784180
	Iteration 13Q: 3 clusters Score -157838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -157844.718750 Penalty: 2200.784180
	Iteration 14Q: 3 clusters Score -157844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157851.718750 Penalty: 2200.784180
	Iteration 15Q: 3 clusters Score -157851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -157856.671875 Penalty: 2200.784180
	Iteration 16Q: 3 clusters Score -157856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -157862.921875 Penalty: 2200.784180
	Iteration 17Q: 3 clusters Score -157862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -157872.468750 Penalty: 2200.784180
	Iteration 18Q: 3 clusters Score -157872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -157876.390625 Penalty: 2200.784180
	Iteration 19Q: 3 clusters Score -157876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -157882.359375 Penalty: 2200.784180
	Iteration 20F: 3 clusters Score -157882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -157891.328125 Penalty: 2200.784180
	Iteration 21Q: 3 clusters Score -157891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -157895.421875 Penalty: 2200.784180
	Iteration 22Q: 3 clusters Score -157895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -157901.125000 Penalty: 2200.784180
	Iteration 23Q: 3 clusters Score -157901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -157904.578125 Penalty: 2200.784180
	Iteration 24Q: 3 clusters Score -157904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -157906.031250 Penalty: 2200.784180
	Iteration 25Q: 3 clusters Score -157906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157907.203125 Penalty: 2200.784180
	Iteration 26Q: 3 clusters Score -157907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -157909.984375 Penalty: 2200.784180
	Iteration 27Q: 3 clusters Score -157910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -157912.468750 Penalty: 2200.784180
	Iteration 28Q: 3 clusters Score -157912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -157913.312500 Penalty: 2200.784180
	Iteration 29Q: 3 clusters Score -157913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -157914.609375 Penalty: 2200.784180
	Iteration 30Q: 3 clusters Score -157914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -157914.609375 Penalty: 2200.784180
	Iteration 31F: 3 clusters Score -157914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Entering Unmasked Estep 
Score: -3780021.500000 Penalty: 1545.083740
	Iteration 0F: 2 clusters Score -3780022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3759013.500000 Penalty: 3090.167480
	Iteration 0F: 3 clusters Score -3759014 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3766891.750000 Penalty: 3090.167480
	Iteration 1F: 3 clusters Score -3766892 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3767367.000000 Penalty: 3090.167480
	Iteration 2Q: 3 clusters Score -3767367 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3767829.750000 Penalty: 3090.167480
	Iteration 3Q: 3 clusters Score -3767830 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3768282.250000 Penalty: 3090.167480
	Iteration 4Q: 3 clusters Score -3768282 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3768777.500000 Penalty: 3090.167480
	Iteration 5Q: 3 clusters Score -3768778 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3769392.750000 Penalty: 3090.167480
	Iteration 6Q: 3 clusters Score -3769393 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3770260.750000 Penalty: 3090.167480
	Iteration 7Q: 3 clusters Score -3770261 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3771452.500000 Penalty: 3090.167480
	Iteration 8F: 3 clusters Score -3771452 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3772818.250000 Penalty: 3090.167480
	Iteration 9F: 3 clusters Score -3772818 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3774093.000000 Penalty: 3090.167480
	Iteration 10F: 3 clusters Score -3774093 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3775163.000000 Penalty: 3090.167480
	Iteration 11F: 3 clusters Score -3775163 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3775991.500000 Penalty: 3090.167480
	Iteration 12Q: 3 clusters Score -3775992 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3776493.750000 Penalty: 3090.167480
	Iteration 13Q: 3 clusters Score -3776494 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3776741.000000 Penalty: 3090.167480
	Iteration 14Q: 3 clusters Score -3776741 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3776901.000000 Penalty: 3090.167480
	Iteration 15Q: 3 clusters Score -3776901 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3777001.250000 Penalty: 3090.167480
	Iteration 16Q: 3 clusters Score -3777001 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3777041.750000 Penalty: 3090.167480
	Iteration 17Q: 3 clusters Score -3777042 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3777125.250000 Penalty: 3090.167480
	Iteration 18Q: 3 clusters Score -3777125 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3777171.500000 Penalty: 3090.167480
	Iteration 19Q: 3 clusters Score -3777172 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3777221.750000 Penalty: 3090.167480
	Iteration 20F: 3 clusters Score -3777222 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3777269.000000 Penalty: 3090.167480
	Iteration 21Q: 3 clusters Score -3777269 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3777313.750000 Penalty: 3090.167480
	Iteration 22Q: 3 clusters Score -3777314 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3777334.000000 Penalty: 3090.167480
	Iteration 23Q: 3 clusters Score -3777334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3777376.500000 Penalty: 3090.167480
	Iteration 24Q: 3 clusters Score -3777376 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3777406.250000 Penalty: 3090.167480
	Iteration 25Q: 3 clusters Score -3777406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3777434.750000 Penalty: 3090.167480
	Iteration 26Q: 3 clusters Score -3777435 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3777466.250000 Penalty: 3090.167480
	Iteration 27Q: 3 clusters Score -3777466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3777486.000000 Penalty: 3090.167480
	Iteration 28Q: 3 clusters Score -3777486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3777514.250000 Penalty: 3090.167480
	Iteration 29Q: 3 clusters Score -3777514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3777529.500000 Penalty: 3090.167480
	Iteration 30Q: 3 clusters Score -3777530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3777534.750000 Penalty: 3090.167480
	Iteration 31Q: 3 clusters Score -3777535 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3777567.250000 Penalty: 3090.167480
	Iteration 32Q: 3 clusters Score -3777567 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3777567.500000 Penalty: 3090.167480
	Iteration 33Q: 3 clusters Score -3777568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3777586.750000 Penalty: 3090.167480
	Iteration 34Q: 3 clusters Score -3777587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3777591.500000 Penalty: 3090.167480
	Iteration 35Q: 3 clusters Score -3777592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3777608.750000 Penalty: 3090.167480
	Iteration 36Q: 3 clusters Score -3777609 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3777624.000000 Penalty: 3090.167480
	Iteration 37Q: 3 clusters Score -3777624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3777628.250000 Penalty: 3090.167480
	Iteration 38Q: 3 clusters Score -3777628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3777632.500000 Penalty: 3090.167480
	Iteration 39Q: 3 clusters Score -3777632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3777655.000000 Penalty: 3090.167480
	Iteration 40F: 3 clusters Score -3777655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3777656.500000 Penalty: 3090.167480
	Iteration 41Q: 3 clusters Score -3777656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3777674.000000 Penalty: 3090.167480
	Iteration 42Q: 3 clusters Score -3777674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3777679.750000 Penalty: 3090.167480
	Iteration 43Q: 3 clusters Score -3777680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3777684.500000 Penalty: 3090.167480
	Iteration 44Q: 3 clusters Score -3777684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3777715.500000 Penalty: 3090.167480
	Iteration 45Q: 3 clusters Score -3777716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3777723.250000 Penalty: 3090.167480
	Iteration 46Q: 3 clusters Score -3777723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3777730.250000 Penalty: 3090.167480
	Iteration 47Q: 3 clusters Score -3777730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3777741.500000 Penalty: 3090.167480
	Iteration 48Q: 3 clusters Score -3777742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3777749.500000 Penalty: 3090.167480
	Iteration 49Q: 3 clusters Score -3777750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3777758.250000 Penalty: 3090.167480
	Iteration 50Q: 3 clusters Score -3777758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3777766.750000 Penalty: 3090.167480
	Iteration 51Q: 3 clusters Score -3777767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3777771.750000 Penalty: 3090.167480
	Iteration 52Q: 3 clusters Score -3777772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3777783.250000 Penalty: 3090.167480
	Iteration 53Q: 3 clusters Score -3777783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3777791.000000 Penalty: 3090.167480
	Iteration 54Q: 3 clusters Score -3777791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3777783.500000 Penalty: 3090.167480
	Iteration 55Q: 3 clusters Score -3777784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3777794.750000 Penalty: 3090.167480
	Iteration 56Q: 3 clusters Score -3777795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3777789.500000 Penalty: 3090.167480
	Iteration 57Q: 3 clusters Score -3777790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3777799.250000 Penalty: 3090.167480
	Iteration 58Q: 3 clusters Score -3777799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3777821.250000 Penalty: 3090.167480
	Iteration 59Q: 3 clusters Score -3777821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3777826.750000 Penalty: 3090.167480
	Iteration 60F: 3 clusters Score -3777827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3777846.500000 Penalty: 3090.167480
	Iteration 61Q: 3 clusters Score -3777846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3777856.500000 Penalty: 3090.167480
	Iteration 62Q: 3 clusters Score -3777856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3777858.000000 Penalty: 3090.167480
	Iteration 63Q: 3 clusters Score -3777858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3777865.750000 Penalty: 3090.167480
	Iteration 64Q: 3 clusters Score -3777866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3777866.000000 Penalty: 3090.167480
	Iteration 65Q: 3 clusters Score -3777866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3777871.500000 Penalty: 3090.167480
	Iteration 66Q: 3 clusters Score -3777872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3777878.750000 Penalty: 3090.167480
	Iteration 67Q: 3 clusters Score -3777879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3777882.500000 Penalty: 3090.167480
	Iteration 68Q: 3 clusters Score -3777882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3777893.250000 Penalty: 3090.167480
	Iteration 69Q: 3 clusters Score -3777893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3777894.750000 Penalty: 3090.167480
	Iteration 70Q: 3 clusters Score -3777895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3777902.500000 Penalty: 3090.167480
	Iteration 71Q: 3 clusters Score -3777902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3777913.750000 Penalty: 3090.167480
	Iteration 72Q: 3 clusters Score -3777914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3777905.750000 Penalty: 3090.167480
	Iteration 73Q: 3 clusters Score -3777906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3777917.250000 Penalty: 3090.167480
	Iteration 74Q: 3 clusters Score -3777917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3777919.750000 Penalty: 3090.167480
	Iteration 75Q: 3 clusters Score -3777920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3777929.250000 Penalty: 3090.167480
	Iteration 76Q: 3 clusters Score -3777929 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3777946.500000 Penalty: 3090.167480
	Iteration 77Q: 3 clusters Score -3777946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3777951.250000 Penalty: 3090.167480
	Iteration 78Q: 3 clusters Score -3777951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3777954.500000 Penalty: 3090.167480
	Iteration 79Q: 3 clusters Score -3777954 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3777974.500000 Penalty: 3090.167480
	Iteration 80F: 3 clusters Score -3777974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3777989.250000 Penalty: 3090.167480
	Iteration 81Q: 3 clusters Score -3777989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3778012.250000 Penalty: 3090.167480
	Iteration 82Q: 3 clusters Score -3778012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3778010.750000 Penalty: 3090.167480
	Iteration 83Q: 3 clusters Score -3778011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3778031.750000 Penalty: 3090.167480
	Iteration 84Q: 3 clusters Score -3778032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3778057.500000 Penalty: 3090.167480
	Iteration 85Q: 3 clusters Score -3778058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3778073.000000 Penalty: 3090.167480
	Iteration 86Q: 3 clusters Score -3778073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3778090.500000 Penalty: 3090.167480
	Iteration 87Q: 3 clusters Score -3778090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3778092.000000 Penalty: 3090.167480
	Iteration 88Q: 3 clusters Score -3778092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3778099.500000 Penalty: 3090.167480
	Iteration 89Q: 3 clusters Score -3778100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3778109.250000 Penalty: 3090.167480
	Iteration 90Q: 3 clusters Score -3778109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3778113.250000 Penalty: 3090.167480
	Iteration 91Q: 3 clusters Score -3778113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -3778124.000000 Penalty: 3090.167480
	Iteration 92Q: 3 clusters Score -3778124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3778124.250000 Penalty: 3090.167480
	Iteration 93Q: 3 clusters Score -3778124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3778121.750000 Penalty: 3090.167480
	Iteration 94Q: 3 clusters Score -3778122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3778138.500000 Penalty: 3090.167480
	Iteration 95Q: 3 clusters Score -3778138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3778138.500000 Penalty: 3090.167480
	Iteration 96Q: 3 clusters Score -3778138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3778144.500000 Penalty: 3090.167480
	Iteration 97Q: 3 clusters Score -3778144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3778152.750000 Penalty: 3090.167480
	Iteration 98Q: 3 clusters Score -3778153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3778156.250000 Penalty: 3090.167480
	Iteration 99Q: 3 clusters Score -3778156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3778164.750000 Penalty: 3090.167480
	Iteration 100F: 3 clusters Score -3778165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3778155.500000 Penalty: 3090.167480
	Iteration 101Q: 3 clusters Score -3778156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3778166.500000 Penalty: 3090.167480
	Iteration 102Q: 3 clusters Score -3778166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3778175.500000 Penalty: 3090.167480
	Iteration 103Q: 3 clusters Score -3778176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3778186.750000 Penalty: 3090.167480
	Iteration 104Q: 3 clusters Score -3778187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3778186.000000 Penalty: 3090.167480
	Iteration 105Q: 3 clusters Score -3778186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3778179.000000 Penalty: 3090.167480
	Iteration 106Q: 3 clusters Score -3778179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3778183.750000 Penalty: 3090.167480
	Iteration 107Q: 3 clusters Score -3778184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3778188.500000 Penalty: 3090.167480
	Iteration 108Q: 3 clusters Score -3778188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3778200.250000 Penalty: 3090.167480
	Iteration 109Q: 3 clusters Score -3778200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3778210.500000 Penalty: 3090.167480
	Iteration 110Q: 3 clusters Score -3778210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3778221.000000 Penalty: 3090.167480
	Iteration 111Q: 3 clusters Score -3778221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3778231.000000 Penalty: 3090.167480
	Iteration 112Q: 3 clusters Score -3778231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3778230.250000 Penalty: 3090.167480
	Iteration 113Q: 3 clusters Score -3778230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3778229.500000 Penalty: 3090.167480
	Iteration 114Q: 3 clusters Score -3778230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3778244.000000 Penalty: 3090.167480
	Iteration 115Q: 3 clusters Score -3778244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3778251.750000 Penalty: 3090.167480
	Iteration 116Q: 3 clusters Score -3778252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3778251.000000 Penalty: 3090.167480
	Iteration 117Q: 3 clusters Score -3778251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3778252.250000 Penalty: 3090.167480
	Iteration 118Q: 3 clusters Score -3778252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3778256.250000 Penalty: 3090.167480
	Iteration 119Q: 3 clusters Score -3778256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3778265.500000 Penalty: 3090.167480
	Iteration 120F: 3 clusters Score -3778266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3778269.250000 Penalty: 3090.167480
	Iteration 121Q: 3 clusters Score -3778269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3778271.000000 Penalty: 3090.167480
	Iteration 122Q: 3 clusters Score -3778271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3778270.000000 Penalty: 3090.167480
	Iteration 123Q: 3 clusters Score -3778270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3778277.250000 Penalty: 3090.167480
	Iteration 124Q: 3 clusters Score -3778277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3778284.250000 Penalty: 3090.167480
	Iteration 125Q: 3 clusters Score -3778284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3778275.750000 Penalty: 3090.167480
	Iteration 126Q: 3 clusters Score -3778276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3778280.500000 Penalty: 3090.167480
	Iteration 127Q: 3 clusters Score -3778280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3778280.750000 Penalty: 3090.167480
	Iteration 128Q: 3 clusters Score -3778281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3778283.750000 Penalty: 3090.167480
	Iteration 129Q: 3 clusters Score -3778284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3778289.500000 Penalty: 3090.167480
	Iteration 130Q: 3 clusters Score -3778290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3778286.500000 Penalty: 3090.167480
	Iteration 131Q: 3 clusters Score -3778286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3778288.750000 Penalty: 3090.167480
	Iteration 132Q: 3 clusters Score -3778289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3778285.000000 Penalty: 3090.167480
	Iteration 133Q: 3 clusters Score -3778285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3778282.750000 Penalty: 3090.167480
	Iteration 134Q: 3 clusters Score -3778283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3778287.250000 Penalty: 3090.167480
	Iteration 135Q: 3 clusters Score -3778287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3778289.250000 Penalty: 3090.167480
	Iteration 136Q: 3 clusters Score -3778289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3778293.250000 Penalty: 3090.167480
	Iteration 137Q: 3 clusters Score -3778293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3778290.500000 Penalty: 3090.167480
	Iteration 138Q: 3 clusters Score -3778290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3778289.500000 Penalty: 3090.167480
	Iteration 139Q: 3 clusters Score -3778290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3778298.750000 Penalty: 3090.167480
	Iteration 140F: 3 clusters Score -3778299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3778308.500000 Penalty: 3090.167480
	Iteration 141Q: 3 clusters Score -3778308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3778297.750000 Penalty: 3090.167480
	Iteration 142Q: 3 clusters Score -3778298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3778303.000000 Penalty: 3090.167480
	Iteration 143Q: 3 clusters Score -3778303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3778300.250000 Penalty: 3090.167480
	Iteration 144Q: 3 clusters Score -3778300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3778292.750000 Penalty: 3090.167480
	Iteration 145Q: 3 clusters Score -3778293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3778298.500000 Penalty: 3090.167480
	Iteration 146Q: 3 clusters Score -3778298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3778299.500000 Penalty: 3090.167480
	Iteration 147Q: 3 clusters Score -3778300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3778306.000000 Penalty: 3090.167480
	Iteration 148Q: 3 clusters Score -3778306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3778301.500000 Penalty: 3090.167480
	Iteration 149Q: 3 clusters Score -3778302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3778299.750000 Penalty: 3090.167480
	Iteration 150Q: 3 clusters Score -3778300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3778307.000000 Penalty: 3090.167480
	Iteration 151Q: 3 clusters Score -3778307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3778305.250000 Penalty: 3090.167480
	Iteration 152Q: 3 clusters Score -3778305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3778312.000000 Penalty: 3090.167480
	Iteration 153Q: 3 clusters Score -3778312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3778305.500000 Penalty: 3090.167480
	Iteration 154Q: 3 clusters Score -3778306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3778312.000000 Penalty: 3090.167480
	Iteration 155Q: 3 clusters Score -3778312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3778312.750000 Penalty: 3090.167480
	Iteration 156Q: 3 clusters Score -3778313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3778316.250000 Penalty: 3090.167480
	Iteration 157Q: 3 clusters Score -3778316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3778323.000000 Penalty: 3090.167480
	Iteration 158Q: 3 clusters Score -3778323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3778319.500000 Penalty: 3090.167480
	Iteration 159Q: 3 clusters Score -3778320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3778321.250000 Penalty: 3090.167480
	Iteration 160F: 3 clusters Score -3778321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3778319.750000 Penalty: 3090.167480
	Iteration 161Q: 3 clusters Score -3778320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3778319.000000 Penalty: 3090.167480
	Iteration 162Q: 3 clusters Score -3778319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3778321.250000 Penalty: 3090.167480
	Iteration 163Q: 3 clusters Score -3778321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3778326.000000 Penalty: 3090.167480
	Iteration 164Q: 3 clusters Score -3778326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3778331.250000 Penalty: 3090.167480
	Iteration 165Q: 3 clusters Score -3778331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3778339.500000 Penalty: 3090.167480
	Iteration 166Q: 3 clusters Score -3778340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3778332.750000 Penalty: 3090.167480
	Iteration 167Q: 3 clusters Score -3778333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3778338.250000 Penalty: 3090.167480
	Iteration 168Q: 3 clusters Score -3778338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3778335.750000 Penalty: 3090.167480
	Iteration 169Q: 3 clusters Score -3778336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3778330.000000 Penalty: 3090.167480
	Iteration 170Q: 3 clusters Score -3778330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3778329.500000 Penalty: 3090.167480
	Iteration 171Q: 3 clusters Score -3778330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3778340.500000 Penalty: 3090.167480
	Iteration 172Q: 3 clusters Score -3778340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3778347.000000 Penalty: 3090.167480
	Iteration 173Q: 3 clusters Score -3778347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3778349.750000 Penalty: 3090.167480
	Iteration 174Q: 3 clusters Score -3778350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3778355.750000 Penalty: 3090.167480
	Iteration 175Q: 3 clusters Score -3778356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3778353.750000 Penalty: 3090.167480
	Iteration 176Q: 3 clusters Score -3778354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3778344.500000 Penalty: 3090.167480
	Iteration 177Q: 3 clusters Score -3778344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3778362.500000 Penalty: 3090.167480
	Iteration 178Q: 3 clusters Score -3778362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3778366.500000 Penalty: 3090.167480
	Iteration 179Q: 3 clusters Score -3778366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3778363.250000 Penalty: 3090.167480
	Iteration 180F: 3 clusters Score -3778363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3778364.500000 Penalty: 3090.167480
	Iteration 181Q: 3 clusters Score -3778364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3778366.250000 Penalty: 3090.167480
	Iteration 182Q: 3 clusters Score -3778366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3778373.500000 Penalty: 3090.167480
	Iteration 183Q: 3 clusters Score -3778374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3778379.500000 Penalty: 3090.167480
	Iteration 184Q: 3 clusters Score -3778380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3778386.250000 Penalty: 3090.167480
	Iteration 185Q: 3 clusters Score -3778386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3778392.500000 Penalty: 3090.167480
	Iteration 186Q: 3 clusters Score -3778392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3778396.750000 Penalty: 3090.167480
	Iteration 187Q: 3 clusters Score -3778397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3778398.250000 Penalty: 3090.167480
	Iteration 188Q: 3 clusters Score -3778398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3778397.750000 Penalty: 3090.167480
	Iteration 189Q: 3 clusters Score -3778398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3778401.250000 Penalty: 3090.167480
	Iteration 190Q: 3 clusters Score -3778401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3778413.250000 Penalty: 3090.167480
	Iteration 191Q: 3 clusters Score -3778413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3778411.000000 Penalty: 3090.167480
	Iteration 192Q: 3 clusters Score -3778411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3778409.250000 Penalty: 3090.167480
	Iteration 193Q: 3 clusters Score -3778409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3778416.500000 Penalty: 3090.167480
	Iteration 194Q: 3 clusters Score -3778416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3778421.000000 Penalty: 3090.167480
	Iteration 195Q: 3 clusters Score -3778421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3778422.250000 Penalty: 3090.167480
	Iteration 196Q: 3 clusters Score -3778422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3778428.750000 Penalty: 3090.167480
	Iteration 197Q: 3 clusters Score -3778429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3778424.500000 Penalty: 3090.167480
	Iteration 198Q: 3 clusters Score -3778424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3778430.500000 Penalty: 3090.167480
	Iteration 199Q: 3 clusters Score -3778430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3778429.500000 Penalty: 3090.167480
	Iteration 200F: 3 clusters Score -3778430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3778437.500000 Penalty: 3090.167480
	Iteration 201Q: 3 clusters Score -3778438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3778444.250000 Penalty: 3090.167480
	Iteration 202Q: 3 clusters Score -3778444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3778444.250000 Penalty: 3090.167480
	Iteration 203Q: 3 clusters Score -3778444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3778446.750000 Penalty: 3090.167480
	Iteration 204Q: 3 clusters Score -3778447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3778454.750000 Penalty: 3090.167480
	Iteration 205Q: 3 clusters Score -3778455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3778458.750000 Penalty: 3090.167480
	Iteration 206Q: 3 clusters Score -3778459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3778459.250000 Penalty: 3090.167480
	Iteration 207Q: 3 clusters Score -3778459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3778461.000000 Penalty: 3090.167480
	Iteration 208Q: 3 clusters Score -3778461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3778477.750000 Penalty: 3090.167480
	Iteration 209Q: 3 clusters Score -3778478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3778475.750000 Penalty: 3090.167480
	Iteration 210Q: 3 clusters Score -3778476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3778483.250000 Penalty: 3090.167480
	Iteration 211Q: 3 clusters Score -3778483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3778495.500000 Penalty: 3090.167480
	Iteration 212Q: 3 clusters Score -3778496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3778490.750000 Penalty: 3090.167480
	Iteration 213Q: 3 clusters Score -3778491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3778500.750000 Penalty: 3090.167480
	Iteration 214Q: 3 clusters Score -3778501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3778501.500000 Penalty: 3090.167480
	Iteration 215Q: 3 clusters Score -3778502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3778513.250000 Penalty: 3090.167480
	Iteration 216Q: 3 clusters Score -3778513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3778527.500000 Penalty: 3090.167480
	Iteration 217Q: 3 clusters Score -3778528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3778538.000000 Penalty: 3090.167480
	Iteration 218Q: 3 clusters Score -3778538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3778543.250000 Penalty: 3090.167480
	Iteration 219Q: 3 clusters Score -3778543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3778555.750000 Penalty: 3090.167480
	Iteration 220F: 3 clusters Score -3778556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3778562.500000 Penalty: 3090.167480
	Iteration 221Q: 3 clusters Score -3778562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3778587.000000 Penalty: 3090.167480
	Iteration 222Q: 3 clusters Score -3778587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3778597.750000 Penalty: 3090.167480
	Iteration 223Q: 3 clusters Score -3778598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3778601.500000 Penalty: 3090.167480
	Iteration 224Q: 3 clusters Score -3778602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3778607.250000 Penalty: 3090.167480
	Iteration 225Q: 3 clusters Score -3778607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3778613.750000 Penalty: 3090.167480
	Iteration 226Q: 3 clusters Score -3778614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3778608.000000 Penalty: 3090.167480
	Iteration 227Q: 3 clusters Score -3778608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3778615.500000 Penalty: 3090.167480
	Iteration 228Q: 3 clusters Score -3778616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -3778611.500000 Penalty: 3090.167480
	Iteration 229Q: 3 clusters Score -3778612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3778612.000000 Penalty: 3090.167480
	Iteration 230Q: 3 clusters Score -3778612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3778618.250000 Penalty: 3090.167480
	Iteration 231Q: 3 clusters Score -3778618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3778629.500000 Penalty: 3090.167480
	Iteration 232Q: 3 clusters Score -3778630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3778634.500000 Penalty: 3090.167480
	Iteration 233Q: 3 clusters Score -3778634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3778643.250000 Penalty: 3090.167480
	Iteration 234Q: 3 clusters Score -3778643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3778641.500000 Penalty: 3090.167480
	Iteration 235Q: 3 clusters Score -3778642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3778654.000000 Penalty: 3090.167480
	Iteration 236Q: 3 clusters Score -3778654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3778655.500000 Penalty: 3090.167480
	Iteration 237Q: 3 clusters Score -3778656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3778652.250000 Penalty: 3090.167480
	Iteration 238Q: 3 clusters Score -3778652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3778663.500000 Penalty: 3090.167480
	Iteration 239Q: 3 clusters Score -3778664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3778663.250000 Penalty: 3090.167480
	Iteration 240F: 3 clusters Score -3778663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3778662.750000 Penalty: 3090.167480
	Iteration 241Q: 3 clusters Score -3778663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3778678.500000 Penalty: 3090.167480
	Iteration 242Q: 3 clusters Score -3778678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3778678.750000 Penalty: 3090.167480
	Iteration 243Q: 3 clusters Score -3778679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3778686.500000 Penalty: 3090.167480
	Iteration 244Q: 3 clusters Score -3778686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3778694.000000 Penalty: 3090.167480
	Iteration 245Q: 3 clusters Score -3778694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3778706.500000 Penalty: 3090.167480
	Iteration 246Q: 3 clusters Score -3778706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3778703.500000 Penalty: 3090.167480
	Iteration 247Q: 3 clusters Score -3778704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3778716.750000 Penalty: 3090.167480
	Iteration 248Q: 3 clusters Score -3778717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3778718.500000 Penalty: 3090.167480
	Iteration 249Q: 3 clusters Score -3778718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3778721.000000 Penalty: 3090.167480
	Iteration 250Q: 3 clusters Score -3778721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3778730.500000 Penalty: 3090.167480
	Iteration 251Q: 3 clusters Score -3778730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3778726.750000 Penalty: 3090.167480
	Iteration 252Q: 3 clusters Score -3778727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3778723.500000 Penalty: 3090.167480
	Iteration 253Q: 3 clusters Score -3778724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3778728.000000 Penalty: 3090.167480
	Iteration 254Q: 3 clusters Score -3778728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3778730.000000 Penalty: 3090.167480
	Iteration 255Q: 3 clusters Score -3778730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3778736.750000 Penalty: 3090.167480
	Iteration 256Q: 3 clusters Score -3778737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3778735.000000 Penalty: 3090.167480
	Iteration 257Q: 3 clusters Score -3778735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3778739.500000 Penalty: 3090.167480
	Iteration 258Q: 3 clusters Score -3778740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3778739.750000 Penalty: 3090.167480
	Iteration 259Q: 3 clusters Score -3778740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3778740.000000 Penalty: 3090.167480
	Iteration 260F: 3 clusters Score -3778740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3778742.250000 Penalty: 3090.167480
	Iteration 261Q: 3 clusters Score -3778742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3778739.750000 Penalty: 3090.167480
	Iteration 262Q: 3 clusters Score -3778740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3778742.250000 Penalty: 3090.167480
	Iteration 263Q: 3 clusters Score -3778742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3778742.500000 Penalty: 3090.167480
	Iteration 264Q: 3 clusters Score -3778742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3778744.500000 Penalty: 3090.167480
	Iteration 265Q: 3 clusters Score -3778744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3778744.250000 Penalty: 3090.167480
	Iteration 266Q: 3 clusters Score -3778744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3778747.000000 Penalty: 3090.167480
	Iteration 267Q: 3 clusters Score -3778747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3778744.500000 Penalty: 3090.167480
	Iteration 268Q: 3 clusters Score -3778744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3778753.000000 Penalty: 3090.167480
	Iteration 269Q: 3 clusters Score -3778753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3778753.250000 Penalty: 3090.167480
	Iteration 270Q: 3 clusters Score -3778753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3778761.750000 Penalty: 3090.167480
	Iteration 271Q: 3 clusters Score -3778762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3778767.250000 Penalty: 3090.167480
	Iteration 272Q: 3 clusters Score -3778767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3778763.500000 Penalty: 3090.167480
	Iteration 273Q: 3 clusters Score -3778764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3778762.000000 Penalty: 3090.167480
	Iteration 274Q: 3 clusters Score -3778762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3778767.000000 Penalty: 3090.167480
	Iteration 275Q: 3 clusters Score -3778767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3778778.250000 Penalty: 3090.167480
	Iteration 276Q: 3 clusters Score -3778778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3778774.750000 Penalty: 3090.167480
	Iteration 277Q: 3 clusters Score -3778775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3778781.750000 Penalty: 3090.167480
	Iteration 278Q: 3 clusters Score -3778782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3778775.500000 Penalty: 3090.167480
	Iteration 279Q: 3 clusters Score -3778776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3778783.500000 Penalty: 3090.167480
	Iteration 280F: 3 clusters Score -3778784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3778792.500000 Penalty: 3090.167480
	Iteration 281Q: 3 clusters Score -3778792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3778795.250000 Penalty: 3090.167480
	Iteration 282Q: 3 clusters Score -3778795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3778807.000000 Penalty: 3090.167480
	Iteration 283Q: 3 clusters Score -3778807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3778804.000000 Penalty: 3090.167480
	Iteration 284Q: 3 clusters Score -3778804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3778800.000000 Penalty: 3090.167480
	Iteration 285Q: 3 clusters Score -3778800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3778811.750000 Penalty: 3090.167480
	Iteration 286Q: 3 clusters Score -3778812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3778809.000000 Penalty: 3090.167480
	Iteration 287Q: 3 clusters Score -3778809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3778820.250000 Penalty: 3090.167480
	Iteration 288Q: 3 clusters Score -3778820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3778817.250000 Penalty: 3090.167480
	Iteration 289Q: 3 clusters Score -3778817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3778825.500000 Penalty: 3090.167480
	Iteration 290Q: 3 clusters Score -3778826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3778831.000000 Penalty: 3090.167480
	Iteration 291Q: 3 clusters Score -3778831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3778828.750000 Penalty: 3090.167480
	Iteration 292Q: 3 clusters Score -3778829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3778832.000000 Penalty: 3090.167480
	Iteration 293Q: 3 clusters Score -3778832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3778833.250000 Penalty: 3090.167480
	Iteration 294Q: 3 clusters Score -3778833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3778836.000000 Penalty: 3090.167480
	Iteration 295Q: 3 clusters Score -3778836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3778842.000000 Penalty: 3090.167480
	Iteration 296Q: 3 clusters Score -3778842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3778844.750000 Penalty: 3090.167480
	Iteration 297Q: 3 clusters Score -3778845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3778841.000000 Penalty: 3090.167480
	Iteration 298Q: 3 clusters Score -3778841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3778844.250000 Penalty: 3090.167480
	Iteration 299Q: 3 clusters Score -3778844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3778850.250000 Penalty: 3090.167480
	Iteration 300F: 3 clusters Score -3778850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -3778849.500000 Penalty: 3090.167480
	Iteration 301Q: 3 clusters Score -3778850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3778845.000000 Penalty: 3090.167480
	Iteration 302Q: 3 clusters Score -3778845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3778848.000000 Penalty: 3090.167480
	Iteration 303Q: 3 clusters Score -3778848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3778851.000000 Penalty: 3090.167480
	Iteration 304Q: 3 clusters Score -3778851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3778846.750000 Penalty: 3090.167480
	Iteration 305Q: 3 clusters Score -3778847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3778846.750000 Penalty: 3090.167480
	Iteration 306F: 3 clusters Score -3778847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -433037.125000 Penalty: 1233.894043
	Iteration 0F: 2 clusters Score -433037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -430002.250000 Penalty: 2467.788086
	Iteration 0F: 3 clusters Score -430002.2 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -430862.250000 Penalty: 2467.788086
	Iteration 1F: 3 clusters Score -430862.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -431032.031250 Penalty: 2467.788086
	Iteration 2F: 3 clusters Score -431032 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -431143.843750 Penalty: 2467.788086
	Iteration 3Q: 3 clusters Score -431143.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -431206.625000 Penalty: 2467.788086
	Iteration 4Q: 3 clusters Score -431206.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -431262.468750 Penalty: 2467.788086
	Iteration 5Q: 3 clusters Score -431262.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -431307.187500 Penalty: 2467.788086
	Iteration 6Q: 3 clusters Score -431307.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -431341.656250 Penalty: 2467.788086
	Iteration 7Q: 3 clusters Score -431341.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -431378.250000 Penalty: 2467.788086
	Iteration 8Q: 3 clusters Score -431378.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -431411.843750 Penalty: 2467.788086
	Iteration 9Q: 3 clusters Score -431411.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -431436.750000 Penalty: 2467.788086
	Iteration 10Q: 3 clusters Score -431436.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -431454.625000 Penalty: 2467.788086
	Iteration 11Q: 3 clusters Score -431454.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -431471.312500 Penalty: 2467.788086
	Iteration 12Q: 3 clusters Score -431471.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -431489.968750 Penalty: 2467.788086
	Iteration 13Q: 3 clusters Score -431490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -431506.031250 Penalty: 2467.788086
	Iteration 14Q: 3 clusters Score -431506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -431514.218750 Penalty: 2467.788086
	Iteration 15Q: 3 clusters Score -431514.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -431523.937500 Penalty: 2467.788086
	Iteration 16Q: 3 clusters Score -431523.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -431534.406250 Penalty: 2467.788086
	Iteration 17Q: 3 clusters Score -431534.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -431543.750000 Penalty: 2467.788086
	Iteration 18Q: 3 clusters Score -431543.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -431554.187500 Penalty: 2467.788086
	Iteration 19Q: 3 clusters Score -431554.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -431569.000000 Penalty: 2467.788086
	Iteration 20F: 3 clusters Score -431569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -431583.687500 Penalty: 2467.788086
	Iteration 21Q: 3 clusters Score -431583.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -431598.625000 Penalty: 2467.788086
	Iteration 22Q: 3 clusters Score -431598.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -431617.812500 Penalty: 2467.788086
	Iteration 23Q: 3 clusters Score -431617.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -431635.937500 Penalty: 2467.788086
	Iteration 24Q: 3 clusters Score -431635.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -431659.875000 Penalty: 2467.788086
	Iteration 25Q: 3 clusters Score -431659.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -431686.750000 Penalty: 2467.788086
	Iteration 26Q: 3 clusters Score -431686.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -431714.906250 Penalty: 2467.788086
	Iteration 27Q: 3 clusters Score -431714.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -431745.125000 Penalty: 2467.788086
	Iteration 28Q: 3 clusters Score -431745.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -431774.156250 Penalty: 2467.788086
	Iteration 29Q: 3 clusters Score -431774.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -431804.593750 Penalty: 2467.788086
	Iteration 30Q: 3 clusters Score -431804.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -431836.750000 Penalty: 2467.788086
	Iteration 31Q: 3 clusters Score -431836.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -431878.437500 Penalty: 2467.788086
	Iteration 32Q: 3 clusters Score -431878.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -431926.812500 Penalty: 2467.788086
	Iteration 33Q: 3 clusters Score -431926.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -431981.843750 Penalty: 2467.788086
	Iteration 34Q: 3 clusters Score -431981.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -432051.406250 Penalty: 2467.788086
	Iteration 35Q: 3 clusters Score -432051.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -432119.968750 Penalty: 2467.788086
	Iteration 36Q: 3 clusters Score -432120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -432188.000000 Penalty: 2467.788086
	Iteration 37Q: 3 clusters Score -432188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -432255.562500 Penalty: 2467.788086
	Iteration 38Q: 3 clusters Score -432255.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -432309.093750 Penalty: 2467.788086
	Iteration 39Q: 3 clusters Score -432309.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -432346.156250 Penalty: 2467.788086
	Iteration 40F: 3 clusters Score -432346.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -432376.437500 Penalty: 2467.788086
	Iteration 41Q: 3 clusters Score -432376.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -432399.718750 Penalty: 2467.788086
	Iteration 42Q: 3 clusters Score -432399.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -432419.187500 Penalty: 2467.788086
	Iteration 43Q: 3 clusters Score -432419.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432433.093750 Penalty: 2467.788086
	Iteration 44Q: 3 clusters Score -432433.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432456.250000 Penalty: 2467.788086
	Iteration 45Q: 3 clusters Score -432456.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -432481.250000 Penalty: 2467.788086
	Iteration 46Q: 3 clusters Score -432481.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432505.000000 Penalty: 2467.788086
	Iteration 47Q: 3 clusters Score -432505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -432526.875000 Penalty: 2467.788086
	Iteration 48Q: 3 clusters Score -432526.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432543.531250 Penalty: 2467.788086
	Iteration 49Q: 3 clusters Score -432543.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -432555.468750 Penalty: 2467.788086
	Iteration 50Q: 3 clusters Score -432555.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -432567.781250 Penalty: 2467.788086
	Iteration 51Q: 3 clusters Score -432567.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -432579.406250 Penalty: 2467.788086
	Iteration 52Q: 3 clusters Score -432579.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -432592.750000 Penalty: 2467.788086
	Iteration 53Q: 3 clusters Score -432592.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -432608.875000 Penalty: 2467.788086
	Iteration 54Q: 3 clusters Score -432608.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -432625.750000 Penalty: 2467.788086
	Iteration 55Q: 3 clusters Score -432625.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -432651.593750 Penalty: 2467.788086
	Iteration 56Q: 3 clusters Score -432651.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -432672.062500 Penalty: 2467.788086
	Iteration 57Q: 3 clusters Score -432672.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -432707.843750 Penalty: 2467.788086
	Iteration 58Q: 3 clusters Score -432707.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -432737.843750 Penalty: 2467.788086
	Iteration 59Q: 3 clusters Score -432737.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -432770.562500 Penalty: 2467.788086
	Iteration 60F: 3 clusters Score -432770.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -432797.656250 Penalty: 2467.788086
	Iteration 61Q: 3 clusters Score -432797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -432810.875000 Penalty: 2467.788086
	Iteration 62Q: 3 clusters Score -432810.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -432821.593750 Penalty: 2467.788086
	Iteration 63Q: 3 clusters Score -432821.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -432830.093750 Penalty: 2467.788086
	Iteration 64Q: 3 clusters Score -432830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -432834.875000 Penalty: 2467.788086
	Iteration 65Q: 3 clusters Score -432834.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -432842.750000 Penalty: 2467.788086
	Iteration 66Q: 3 clusters Score -432842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -432853.875000 Penalty: 2467.788086
	Iteration 67Q: 3 clusters Score -432853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -432862.750000 Penalty: 2467.788086
	Iteration 68Q: 3 clusters Score -432862.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -432871.156250 Penalty: 2467.788086
	Iteration 69Q: 3 clusters Score -432871.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -432874.531250 Penalty: 2467.788086
	Iteration 70Q: 3 clusters Score -432874.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -432879.218750 Penalty: 2467.788086
	Iteration 71Q: 3 clusters Score -432879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -432883.187500 Penalty: 2467.788086
	Iteration 72Q: 3 clusters Score -432883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -432885.218750 Penalty: 2467.788086
	Iteration 73Q: 3 clusters Score -432885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -432888.281250 Penalty: 2467.788086
	Iteration 74Q: 3 clusters Score -432888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -432889.000000 Penalty: 2467.788086
	Iteration 75Q: 3 clusters Score -432889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -432890.531250 Penalty: 2467.788086
	Iteration 76Q: 3 clusters Score -432890.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -432896.375000 Penalty: 2467.788086
	Iteration 77Q: 3 clusters Score -432896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -432904.625000 Penalty: 2467.788086
	Iteration 78Q: 3 clusters Score -432904.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -432917.031250 Penalty: 2467.788086
	Iteration 79Q: 3 clusters Score -432917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -432927.312500 Penalty: 2467.788086
	Iteration 80F: 3 clusters Score -432927.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -432940.875000 Penalty: 2467.788086
	Iteration 81Q: 3 clusters Score -432940.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -432955.843750 Penalty: 2467.788086
	Iteration 82Q: 3 clusters Score -432955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -432974.500000 Penalty: 2467.788086
	Iteration 83Q: 3 clusters Score -432974.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -432994.343750 Penalty: 2467.788086
	Iteration 84Q: 3 clusters Score -432994.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -433016.187500 Penalty: 2467.788086
	Iteration 85Q: 3 clusters Score -433016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -433040.156250 Penalty: 2467.788086
	Iteration 86Q: 3 clusters Score -433040.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -433062.343750 Penalty: 2467.788086
	Iteration 87Q: 3 clusters Score -433062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -433087.156250 Penalty: 2467.788086
	Iteration 88Q: 3 clusters Score -433087.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -433103.375000 Penalty: 2467.788086
	Iteration 89Q: 3 clusters Score -433103.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -433122.906250 Penalty: 2467.788086
	Iteration 90Q: 3 clusters Score -433122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -433137.687500 Penalty: 2467.788086
	Iteration 91Q: 3 clusters Score -433137.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -433154.156250 Penalty: 2467.788086
	Iteration 92Q: 3 clusters Score -433154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -433170.968750 Penalty: 2467.788086
	Iteration 93Q: 3 clusters Score -433171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -433182.375000 Penalty: 2467.788086
	Iteration 94Q: 3 clusters Score -433182.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -433190.593750 Penalty: 2467.788086
	Iteration 95Q: 3 clusters Score -433190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -433192.875000 Penalty: 2467.788086
	Iteration 96Q: 3 clusters Score -433192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -433195.187500 Penalty: 2467.788086
	Iteration 97Q: 3 clusters Score -433195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -433196.562500 Penalty: 2467.788086
	Iteration 98Q: 3 clusters Score -433196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -433195.687500 Penalty: 2467.788086
	Iteration 99Q: 3 clusters Score -433195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -433195.687500 Penalty: 2467.788086
	Iteration 100F: 3 clusters Score -433195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23503 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 75633 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52688 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10467 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 1413 members 
Entering Unmasked Estep 
Score: -111088936.000000 Penalty: 117209.742188
Splitting cluster 19 changes total score from -111089432.000000 to -111088936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -954802.437500 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -954802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -949215.250000 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -949215.2 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -950970.062500 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -950970.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -951247.812500 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -951247.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -951440.687500 Penalty: 2679.569824
	Iteration 3Q: 3 clusters Score -951440.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -951609.250000 Penalty: 2679.569824
	Iteration 4Q: 3 clusters Score -951609.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -951769.875000 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -951769.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -951908.687500 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -951908.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -952031.687500 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -952031.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -952131.750000 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -952131.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -952225.500000 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -952225.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -952304.500000 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -952304.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -952371.562500 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -952371.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -952435.750000 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -952435.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -952510.375000 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -952510.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -952569.062500 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -952569.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -952617.687500 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -952617.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -952667.437500 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -952667.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -952695.937500 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -952695.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -952723.375000 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -952723.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -952754.625000 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -952754.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -952785.312500 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -952785.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -952817.937500 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -952817.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -952851.000000 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -952851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -952882.687500 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -952882.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -952914.437500 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -952914.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -952938.750000 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -952938.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -952959.000000 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -952959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -952977.875000 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -952977.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -953004.000000 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -953004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -953031.187500 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -953031.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -953058.000000 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -953058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -953085.187500 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -953085.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -953104.062500 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -953104.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -953116.937500 Penalty: 2679.569824
	Iteration 33Q: 3 clusters Score -953116.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -953140.250000 Penalty: 2679.569824
	Iteration 34Q: 3 clusters Score -953140.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -953167.812500 Penalty: 2679.569824
	Iteration 35Q: 3 clusters Score -953167.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -953191.812500 Penalty: 2679.569824
	Iteration 36Q: 3 clusters Score -953191.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -953215.437500 Penalty: 2679.569824
	Iteration 37Q: 3 clusters Score -953215.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -953240.812500 Penalty: 2679.569824
	Iteration 38Q: 3 clusters Score -953240.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -953263.375000 Penalty: 2679.569824
	Iteration 39Q: 3 clusters Score -953263.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -953286.062500 Penalty: 2679.569824
	Iteration 40F: 3 clusters Score -953286.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -953303.125000 Penalty: 2679.569824
	Iteration 41Q: 3 clusters Score -953303.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -953319.500000 Penalty: 2679.569824
	Iteration 42Q: 3 clusters Score -953319.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -953331.187500 Penalty: 2679.569824
	Iteration 43Q: 3 clusters Score -953331.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -953348.875000 Penalty: 2679.569824
	Iteration 44Q: 3 clusters Score -953348.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -953359.000000 Penalty: 2679.569824
	Iteration 45Q: 3 clusters Score -953359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -953370.812500 Penalty: 2679.569824
	Iteration 46Q: 3 clusters Score -953370.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -953383.250000 Penalty: 2679.569824
	Iteration 47Q: 3 clusters Score -953383.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -953400.062500 Penalty: 2679.569824
	Iteration 48Q: 3 clusters Score -953400.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -953426.125000 Penalty: 2679.569824
	Iteration 49Q: 3 clusters Score -953426.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -953449.500000 Penalty: 2679.569824
	Iteration 50Q: 3 clusters Score -953449.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -953468.375000 Penalty: 2679.569824
	Iteration 51Q: 3 clusters Score -953468.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -953479.687500 Penalty: 2679.569824
	Iteration 52Q: 3 clusters Score -953479.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -953492.875000 Penalty: 2679.569824
	Iteration 53Q: 3 clusters Score -953492.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -953506.875000 Penalty: 2679.569824
	Iteration 54Q: 3 clusters Score -953506.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -953517.250000 Penalty: 2679.569824
	Iteration 55Q: 3 clusters Score -953517.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -953525.625000 Penalty: 2679.569824
	Iteration 56Q: 3 clusters Score -953525.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -953530.625000 Penalty: 2679.569824
	Iteration 57Q: 3 clusters Score -953530.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -953534.687500 Penalty: 2679.569824
	Iteration 58Q: 3 clusters Score -953534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -953540.250000 Penalty: 2679.569824
	Iteration 59Q: 3 clusters Score -953540.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -953540.250000 Penalty: 2679.569824
	Iteration 60F: 3 clusters Score -953540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -953542.312500 Penalty: 2679.569824
	Iteration 61Q: 3 clusters Score -953542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -953543.437500 Penalty: 2679.569824
	Iteration 62Q: 3 clusters Score -953543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -953543.437500 Penalty: 2679.569824
	Iteration 63F: 3 clusters Score -953543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -924823.625000 Penalty: 1339.821533
	Iteration 0F: 2 clusters Score -924823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -919201.937500 Penalty: 2679.643066
	Iteration 0F: 3 clusters Score -919201.9 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -921037.187500 Penalty: 2679.643066
	Iteration 1F: 3 clusters Score -921037.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -921349.312500 Penalty: 2679.643066
	Iteration 2F: 3 clusters Score -921349.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -921595.187500 Penalty: 2679.643066
	Iteration 3F: 3 clusters Score -921595.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -921812.375000 Penalty: 2679.643066
	Iteration 4Q: 3 clusters Score -921812.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -922004.187500 Penalty: 2679.643066
	Iteration 5Q: 3 clusters Score -922004.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -922139.625000 Penalty: 2679.643066
	Iteration 6Q: 3 clusters Score -922139.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -922275.250000 Penalty: 2679.643066
	Iteration 7Q: 3 clusters Score -922275.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -922411.250000 Penalty: 2679.643066
	Iteration 8Q: 3 clusters Score -922411.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -922555.062500 Penalty: 2679.643066
	Iteration 9Q: 3 clusters Score -922555.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -922689.250000 Penalty: 2679.643066
	Iteration 10Q: 3 clusters Score -922689.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -922816.687500 Penalty: 2679.643066
	Iteration 11Q: 3 clusters Score -922816.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -922920.437500 Penalty: 2679.643066
	Iteration 12Q: 3 clusters Score -922920.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -923014.937500 Penalty: 2679.643066
	Iteration 13Q: 3 clusters Score -923014.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -923109.437500 Penalty: 2679.643066
	Iteration 14Q: 3 clusters Score -923109.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -923190.625000 Penalty: 2679.643066
	Iteration 15Q: 3 clusters Score -923190.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -923246.312500 Penalty: 2679.643066
	Iteration 16Q: 3 clusters Score -923246.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -923289.000000 Penalty: 2679.643066
	Iteration 17Q: 3 clusters Score -923289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -923344.187500 Penalty: 2679.643066
	Iteration 18Q: 3 clusters Score -923344.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -923386.375000 Penalty: 2679.643066
	Iteration 19Q: 3 clusters Score -923386.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -923433.562500 Penalty: 2679.643066
	Iteration 20F: 3 clusters Score -923433.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -923473.125000 Penalty: 2679.643066
	Iteration 21Q: 3 clusters Score -923473.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -923516.187500 Penalty: 2679.643066
	Iteration 22Q: 3 clusters Score -923516.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -923552.375000 Penalty: 2679.643066
	Iteration 23Q: 3 clusters Score -923552.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -923575.250000 Penalty: 2679.643066
	Iteration 24Q: 3 clusters Score -923575.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -923596.562500 Penalty: 2679.643066
	Iteration 25Q: 3 clusters Score -923596.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -923618.375000 Penalty: 2679.643066
	Iteration 26Q: 3 clusters Score -923618.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -923636.687500 Penalty: 2679.643066
	Iteration 27Q: 3 clusters Score -923636.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -923658.500000 Penalty: 2679.643066
	Iteration 28Q: 3 clusters Score -923658.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -923676.000000 Penalty: 2679.643066
	Iteration 29Q: 3 clusters Score -923676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -923688.687500 Penalty: 2679.643066
	Iteration 30Q: 3 clusters Score -923688.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -923701.562500 Penalty: 2679.643066
	Iteration 31Q: 3 clusters Score -923701.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -923713.125000 Penalty: 2679.643066
	Iteration 32Q: 3 clusters Score -923713.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -923725.000000 Penalty: 2679.643066
	Iteration 33Q: 3 clusters Score -923725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -923742.562500 Penalty: 2679.643066
	Iteration 34Q: 3 clusters Score -923742.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -923757.625000 Penalty: 2679.643066
	Iteration 35Q: 3 clusters Score -923757.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -923770.187500 Penalty: 2679.643066
	Iteration 36Q: 3 clusters Score -923770.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -923781.000000 Penalty: 2679.643066
	Iteration 37Q: 3 clusters Score -923781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -923790.500000 Penalty: 2679.643066
	Iteration 38Q: 3 clusters Score -923790.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -923800.062500 Penalty: 2679.643066
	Iteration 39Q: 3 clusters Score -923800.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -923816.062500 Penalty: 2679.643066
	Iteration 40F: 3 clusters Score -923816.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -923824.625000 Penalty: 2679.643066
	Iteration 41Q: 3 clusters Score -923824.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -923834.750000 Penalty: 2679.643066
	Iteration 42Q: 3 clusters Score -923834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -923837.875000 Penalty: 2679.643066
	Iteration 43Q: 3 clusters Score -923837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -923844.187500 Penalty: 2679.643066
	Iteration 44Q: 3 clusters Score -923844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -923850.500000 Penalty: 2679.643066
	Iteration 45Q: 3 clusters Score -923850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -923855.312500 Penalty: 2679.643066
	Iteration 46Q: 3 clusters Score -923855.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -923861.500000 Penalty: 2679.643066
	Iteration 47Q: 3 clusters Score -923861.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -923868.750000 Penalty: 2679.643066
	Iteration 48Q: 3 clusters Score -923868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -923877.125000 Penalty: 2679.643066
	Iteration 49Q: 3 clusters Score -923877.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -923889.500000 Penalty: 2679.643066
	Iteration 50Q: 3 clusters Score -923889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -923893.750000 Penalty: 2679.643066
	Iteration 51Q: 3 clusters Score -923893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -923893.375000 Penalty: 2679.643066
	Iteration 52Q: 3 clusters Score -923893.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -923899.187500 Penalty: 2679.643066
	Iteration 53Q: 3 clusters Score -923899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -923901.500000 Penalty: 2679.643066
	Iteration 54Q: 3 clusters Score -923901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -923903.500000 Penalty: 2679.643066
	Iteration 55Q: 3 clusters Score -923903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -923902.062500 Penalty: 2679.643066
	Iteration 56Q: 3 clusters Score -923902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -923906.375000 Penalty: 2679.643066
	Iteration 57Q: 3 clusters Score -923906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -923910.250000 Penalty: 2679.643066
	Iteration 58Q: 3 clusters Score -923910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -923913.062500 Penalty: 2679.643066
	Iteration 59Q: 3 clusters Score -923913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -923917.062500 Penalty: 2679.643066
	Iteration 60F: 3 clusters Score -923917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -923925.937500 Penalty: 2679.643066
	Iteration 61Q: 3 clusters Score -923925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -923934.000000 Penalty: 2679.643066
	Iteration 62Q: 3 clusters Score -923934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -923940.687500 Penalty: 2679.643066
	Iteration 63Q: 3 clusters Score -923940.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -923948.250000 Penalty: 2679.643066
	Iteration 64Q: 3 clusters Score -923948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -923951.750000 Penalty: 2679.643066
	Iteration 65Q: 3 clusters Score -923951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -923952.375000 Penalty: 2679.643066
	Iteration 66Q: 3 clusters Score -923952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -923954.250000 Penalty: 2679.643066
	Iteration 67Q: 3 clusters Score -923954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -923953.812500 Penalty: 2679.643066
	Iteration 68Q: 3 clusters Score -923953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -923953.437500 Penalty: 2679.643066
	Iteration 69Q: 3 clusters Score -923953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -923957.812500 Penalty: 2679.643066
	Iteration 70Q: 3 clusters Score -923957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -923961.812500 Penalty: 2679.643066
	Iteration 71Q: 3 clusters Score -923961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -923964.687500 Penalty: 2679.643066
	Iteration 72Q: 3 clusters Score -923964.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -923967.937500 Penalty: 2679.643066
	Iteration 73Q: 3 clusters Score -923967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -923973.062500 Penalty: 2679.643066
	Iteration 74Q: 3 clusters Score -923973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -923978.500000 Penalty: 2679.643066
	Iteration 75Q: 3 clusters Score -923978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -923982.437500 Penalty: 2679.643066
	Iteration 76Q: 3 clusters Score -923982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -923984.562500 Penalty: 2679.643066
	Iteration 77Q: 3 clusters Score -923984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -923985.125000 Penalty: 2679.643066
	Iteration 78Q: 3 clusters Score -923985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -923988.687500 Penalty: 2679.643066
	Iteration 79Q: 3 clusters Score -923988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -923989.500000 Penalty: 2679.643066
	Iteration 80F: 3 clusters Score -923989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -923992.375000 Penalty: 2679.643066
	Iteration 81Q: 3 clusters Score -923992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -923993.562500 Penalty: 2679.643066
	Iteration 82Q: 3 clusters Score -923993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -923993.562500 Penalty: 2679.643066
	Iteration 83F: 3 clusters Score -923993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Entering Unmasked Estep 
Score: -3046888.000000 Penalty: 1521.408569
	Iteration 0F: 2 clusters Score -3046888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3029035.500000 Penalty: 3042.817139
	Iteration 0F: 3 clusters Score -3029036 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3035922.500000 Penalty: 3042.817139
	Iteration 1F: 3 clusters Score -3035922 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3036571.750000 Penalty: 3042.817139
	Iteration 2F: 3 clusters Score -3036572 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3037273.250000 Penalty: 3042.817139
	Iteration 3F: 3 clusters Score -3037273 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3038058.250000 Penalty: 3042.817139
	Iteration 4F: 3 clusters Score -3038058 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3039022.000000 Penalty: 3042.817139
	Iteration 5F: 3 clusters Score -3039022 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3040078.250000 Penalty: 3042.817139
	Iteration 6F: 3 clusters Score -3040078 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3041190.250000 Penalty: 3042.817139
	Iteration 7F: 3 clusters Score -3041190 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3042262.000000 Penalty: 3042.817139
	Iteration 8F: 3 clusters Score -3042262 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3043148.250000 Penalty: 3042.817139
	Iteration 9Q: 3 clusters Score -3043148 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3043854.750000 Penalty: 3042.817139
	Iteration 10Q: 3 clusters Score -3043855 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3044355.250000 Penalty: 3042.817139
	Iteration 11Q: 3 clusters Score -3044355 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3044686.500000 Penalty: 3042.817139
	Iteration 12Q: 3 clusters Score -3044686 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3044954.500000 Penalty: 3042.817139
	Iteration 13Q: 3 clusters Score -3044954 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3045205.250000 Penalty: 3042.817139
	Iteration 14Q: 3 clusters Score -3045205 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3045394.500000 Penalty: 3042.817139
	Iteration 15Q: 3 clusters Score -3045394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3045526.250000 Penalty: 3042.817139
	Iteration 16Q: 3 clusters Score -3045526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3045638.000000 Penalty: 3042.817139
	Iteration 17Q: 3 clusters Score -3045638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3045731.250000 Penalty: 3042.817139
	Iteration 18Q: 3 clusters Score -3045731 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3045776.250000 Penalty: 3042.817139
	Iteration 19Q: 3 clusters Score -3045776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3045813.250000 Penalty: 3042.817139
	Iteration 20F: 3 clusters Score -3045813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3045848.250000 Penalty: 3042.817139
	Iteration 21Q: 3 clusters Score -3045848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3045864.750000 Penalty: 3042.817139
	Iteration 22Q: 3 clusters Score -3045865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3045881.500000 Penalty: 3042.817139
	Iteration 23Q: 3 clusters Score -3045882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3045886.000000 Penalty: 3042.817139
	Iteration 24Q: 3 clusters Score -3045886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3045890.250000 Penalty: 3042.817139
	Iteration 25Q: 3 clusters Score -3045890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3045895.000000 Penalty: 3042.817139
	Iteration 26Q: 3 clusters Score -3045895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3045896.000000 Penalty: 3042.817139
	Iteration 27Q: 3 clusters Score -3045896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3045902.750000 Penalty: 3042.817139
	Iteration 28Q: 3 clusters Score -3045903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3045903.250000 Penalty: 3042.817139
	Iteration 29Q: 3 clusters Score -3045903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3045907.000000 Penalty: 3042.817139
	Iteration 30Q: 3 clusters Score -3045907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3045908.750000 Penalty: 3042.817139
	Iteration 31Q: 3 clusters Score -3045909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3045908.750000 Penalty: 3042.817139
	Iteration 32F: 3 clusters Score -3045909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -790891.625000 Penalty: 1331.510986
	Iteration 0F: 2 clusters Score -790891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -785552.062500 Penalty: 2663.021973
	Iteration 0F: 3 clusters Score -785552.1 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -787375.000000 Penalty: 2663.021973
	Iteration 1F: 3 clusters Score -787375 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -787800.625000 Penalty: 2663.021973
	Iteration 2F: 3 clusters Score -787800.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -788167.250000 Penalty: 2663.021973
	Iteration 3F: 3 clusters Score -788167.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -788537.875000 Penalty: 2663.021973
	Iteration 4F: 3 clusters Score -788537.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -788870.062500 Penalty: 2663.021973
	Iteration 5F: 3 clusters Score -788870.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -789218.125000 Penalty: 2663.021973
	Iteration 6F: 3 clusters Score -789218.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -789537.937500 Penalty: 2663.021973
	Iteration 7F: 3 clusters Score -789537.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -789788.750000 Penalty: 2663.021973
	Iteration 8Q: 3 clusters Score -789788.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -789978.812500 Penalty: 2663.021973
	Iteration 9Q: 3 clusters Score -789978.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -790112.937500 Penalty: 2663.021973
	Iteration 10Q: 3 clusters Score -790112.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -790209.312500 Penalty: 2663.021973
	Iteration 11Q: 3 clusters Score -790209.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -790275.062500 Penalty: 2663.021973
	Iteration 12Q: 3 clusters Score -790275.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -790329.437500 Penalty: 2663.021973
	Iteration 13Q: 3 clusters Score -790329.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -790381.062500 Penalty: 2663.021973
	Iteration 14Q: 3 clusters Score -790381.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -790426.000000 Penalty: 2663.021973
	Iteration 15Q: 3 clusters Score -790426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -790468.062500 Penalty: 2663.021973
	Iteration 16Q: 3 clusters Score -790468.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -790502.812500 Penalty: 2663.021973
	Iteration 17Q: 3 clusters Score -790502.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -790524.750000 Penalty: 2663.021973
	Iteration 18Q: 3 clusters Score -790524.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -790543.312500 Penalty: 2663.021973
	Iteration 19Q: 3 clusters Score -790543.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -790554.000000 Penalty: 2663.021973
	Iteration 20F: 3 clusters Score -790554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -790562.125000 Penalty: 2663.021973
	Iteration 21Q: 3 clusters Score -790562.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -790571.375000 Penalty: 2663.021973
	Iteration 22Q: 3 clusters Score -790571.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -790581.750000 Penalty: 2663.021973
	Iteration 23Q: 3 clusters Score -790581.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -790586.562500 Penalty: 2663.021973
	Iteration 24Q: 3 clusters Score -790586.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -790592.125000 Penalty: 2663.021973
	Iteration 25Q: 3 clusters Score -790592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -790595.000000 Penalty: 2663.021973
	Iteration 26Q: 3 clusters Score -790595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -790600.250000 Penalty: 2663.021973
	Iteration 27Q: 3 clusters Score -790600.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -790601.750000 Penalty: 2663.021973
	Iteration 28Q: 3 clusters Score -790601.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -790606.250000 Penalty: 2663.021973
	Iteration 29Q: 3 clusters Score -790606.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -790609.312500 Penalty: 2663.021973
	Iteration 30Q: 3 clusters Score -790609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -790612.375000 Penalty: 2663.021973
	Iteration 31Q: 3 clusters Score -790612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -790615.000000 Penalty: 2663.021973
	Iteration 32Q: 3 clusters Score -790615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -790614.875000 Penalty: 2663.021973
	Iteration 33Q: 3 clusters Score -790614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -790619.250000 Penalty: 2663.021973
	Iteration 34Q: 3 clusters Score -790619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -790620.187500 Penalty: 2663.021973
	Iteration 35Q: 3 clusters Score -790620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -790622.875000 Penalty: 2663.021973
	Iteration 36Q: 3 clusters Score -790622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -790626.250000 Penalty: 2663.021973
	Iteration 37Q: 3 clusters Score -790626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -790628.625000 Penalty: 2663.021973
	Iteration 38Q: 3 clusters Score -790628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -790626.125000 Penalty: 2663.021973
	Iteration 39Q: 3 clusters Score -790626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -790629.562500 Penalty: 2663.021973
	Iteration 40F: 3 clusters Score -790629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -790628.812500 Penalty: 2663.021973
	Iteration 41Q: 3 clusters Score -790628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -790628.812500 Penalty: 2663.021973
	Iteration 42F: 3 clusters Score -790628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46786.980469 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46786.98 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46992.203125 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -46992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47086.687500 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47086.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47129.011719 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47129.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47153.816406 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47153.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47168.585938 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47168.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47184.457031 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47184.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47197.921875 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47197.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47226.625000 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47226.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47239.460938 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47239.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47247.886719 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47247.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47247.886719 Penalty: 1874.567383
	Iteration 11F: 3 clusters Score -47247.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Entering Unmasked Estep 
Score: -912512.312500 Penalty: 1340.168579
	Iteration 0F: 2 clusters Score -912512.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -906862.937500 Penalty: 2680.337158
	Iteration 0F: 3 clusters Score -906862.9 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -908726.187500 Penalty: 2680.337158
	Iteration 1F: 3 clusters Score -908726.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -909028.750000 Penalty: 2680.337158
	Iteration 2F: 3 clusters Score -909028.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -909246.812500 Penalty: 2680.337158
	Iteration 3F: 3 clusters Score -909246.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -909399.062500 Penalty: 2680.337158
	Iteration 4Q: 3 clusters Score -909399.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -909518.500000 Penalty: 2680.337158
	Iteration 5Q: 3 clusters Score -909518.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -909612.187500 Penalty: 2680.337158
	Iteration 6Q: 3 clusters Score -909612.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -909697.750000 Penalty: 2680.337158
	Iteration 7Q: 3 clusters Score -909697.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -909771.375000 Penalty: 2680.337158
	Iteration 8Q: 3 clusters Score -909771.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -909835.812500 Penalty: 2680.337158
	Iteration 9Q: 3 clusters Score -909835.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -909891.687500 Penalty: 2680.337158
	Iteration 10Q: 3 clusters Score -909891.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -909945.875000 Penalty: 2680.337158
	Iteration 11Q: 3 clusters Score -909945.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -909999.937500 Penalty: 2680.337158
	Iteration 12Q: 3 clusters Score -909999.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -910048.687500 Penalty: 2680.337158
	Iteration 13Q: 3 clusters Score -910048.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -910087.625000 Penalty: 2680.337158
	Iteration 14Q: 3 clusters Score -910087.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -910132.125000 Penalty: 2680.337158
	Iteration 15Q: 3 clusters Score -910132.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -910173.125000 Penalty: 2680.337158
	Iteration 16Q: 3 clusters Score -910173.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -910216.687500 Penalty: 2680.337158
	Iteration 17Q: 3 clusters Score -910216.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -910255.875000 Penalty: 2680.337158
	Iteration 18Q: 3 clusters Score -910255.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -910285.812500 Penalty: 2680.337158
	Iteration 19Q: 3 clusters Score -910285.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -910306.000000 Penalty: 2680.337158
	Iteration 20F: 3 clusters Score -910306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -910332.500000 Penalty: 2680.337158
	Iteration 21Q: 3 clusters Score -910332.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -910363.000000 Penalty: 2680.337158
	Iteration 22Q: 3 clusters Score -910363 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -910392.687500 Penalty: 2680.337158
	Iteration 23Q: 3 clusters Score -910392.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -910422.937500 Penalty: 2680.337158
	Iteration 24Q: 3 clusters Score -910422.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -910454.250000 Penalty: 2680.337158
	Iteration 25Q: 3 clusters Score -910454.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -910482.562500 Penalty: 2680.337158
	Iteration 26Q: 3 clusters Score -910482.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -910517.625000 Penalty: 2680.337158
	Iteration 27Q: 3 clusters Score -910517.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -910560.625000 Penalty: 2680.337158
	Iteration 28Q: 3 clusters Score -910560.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -910599.750000 Penalty: 2680.337158
	Iteration 29Q: 3 clusters Score -910599.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -910637.062500 Penalty: 2680.337158
	Iteration 30Q: 3 clusters Score -910637.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -910672.375000 Penalty: 2680.337158
	Iteration 31Q: 3 clusters Score -910672.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -910712.187500 Penalty: 2680.337158
	Iteration 32Q: 3 clusters Score -910712.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -910755.250000 Penalty: 2680.337158
	Iteration 33Q: 3 clusters Score -910755.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -910794.625000 Penalty: 2680.337158
	Iteration 34Q: 3 clusters Score -910794.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -910832.812500 Penalty: 2680.337158
	Iteration 35Q: 3 clusters Score -910832.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -910874.812500 Penalty: 2680.337158
	Iteration 36Q: 3 clusters Score -910874.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -910930.875000 Penalty: 2680.337158
	Iteration 37Q: 3 clusters Score -910930.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -911009.687500 Penalty: 2680.337158
	Iteration 38Q: 3 clusters Score -911009.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -911099.000000 Penalty: 2680.337158
	Iteration 39Q: 3 clusters Score -911099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -911197.062500 Penalty: 2680.337158
	Iteration 40F: 3 clusters Score -911197.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -911273.687500 Penalty: 2680.337158
	Iteration 41Q: 3 clusters Score -911273.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -911328.812500 Penalty: 2680.337158
	Iteration 42Q: 3 clusters Score -911328.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -911373.062500 Penalty: 2680.337158
	Iteration 43Q: 3 clusters Score -911373.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -911408.312500 Penalty: 2680.337158
	Iteration 44Q: 3 clusters Score -911408.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -911439.750000 Penalty: 2680.337158
	Iteration 45Q: 3 clusters Score -911439.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -911458.812500 Penalty: 2680.337158
	Iteration 46Q: 3 clusters Score -911458.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -911475.687500 Penalty: 2680.337158
	Iteration 47Q: 3 clusters Score -911475.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -911492.750000 Penalty: 2680.337158
	Iteration 48Q: 3 clusters Score -911492.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -911507.500000 Penalty: 2680.337158
	Iteration 49Q: 3 clusters Score -911507.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -911526.875000 Penalty: 2680.337158
	Iteration 50Q: 3 clusters Score -911526.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -911543.687500 Penalty: 2680.337158
	Iteration 51Q: 3 clusters Score -911543.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -911558.125000 Penalty: 2680.337158
	Iteration 52Q: 3 clusters Score -911558.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -911569.812500 Penalty: 2680.337158
	Iteration 53Q: 3 clusters Score -911569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -911582.625000 Penalty: 2680.337158
	Iteration 54Q: 3 clusters Score -911582.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -911596.562500 Penalty: 2680.337158
	Iteration 55Q: 3 clusters Score -911596.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -911607.625000 Penalty: 2680.337158
	Iteration 56Q: 3 clusters Score -911607.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -911619.437500 Penalty: 2680.337158
	Iteration 57Q: 3 clusters Score -911619.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -911628.875000 Penalty: 2680.337158
	Iteration 58Q: 3 clusters Score -911628.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -911637.312500 Penalty: 2680.337158
	Iteration 59Q: 3 clusters Score -911637.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -911643.437500 Penalty: 2680.337158
	Iteration 60F: 3 clusters Score -911643.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -911657.437500 Penalty: 2680.337158
	Iteration 61Q: 3 clusters Score -911657.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -911664.937500 Penalty: 2680.337158
	Iteration 62Q: 3 clusters Score -911664.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -911678.562500 Penalty: 2680.337158
	Iteration 63Q: 3 clusters Score -911678.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -911685.750000 Penalty: 2680.337158
	Iteration 64Q: 3 clusters Score -911685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -911698.625000 Penalty: 2680.337158
	Iteration 65Q: 3 clusters Score -911698.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -911710.937500 Penalty: 2680.337158
	Iteration 66Q: 3 clusters Score -911710.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -911724.062500 Penalty: 2680.337158
	Iteration 67Q: 3 clusters Score -911724.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -911739.750000 Penalty: 2680.337158
	Iteration 68Q: 3 clusters Score -911739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -911755.062500 Penalty: 2680.337158
	Iteration 69Q: 3 clusters Score -911755.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -911765.625000 Penalty: 2680.337158
	Iteration 70Q: 3 clusters Score -911765.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -911779.500000 Penalty: 2680.337158
	Iteration 71Q: 3 clusters Score -911779.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -911796.625000 Penalty: 2680.337158
	Iteration 72Q: 3 clusters Score -911796.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -911802.000000 Penalty: 2680.337158
	Iteration 73Q: 3 clusters Score -911802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -911809.125000 Penalty: 2680.337158
	Iteration 74Q: 3 clusters Score -911809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -911814.187500 Penalty: 2680.337158
	Iteration 75Q: 3 clusters Score -911814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -911818.312500 Penalty: 2680.337158
	Iteration 76Q: 3 clusters Score -911818.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -911823.812500 Penalty: 2680.337158
	Iteration 77Q: 3 clusters Score -911823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -911829.750000 Penalty: 2680.337158
	Iteration 78Q: 3 clusters Score -911829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -911834.937500 Penalty: 2680.337158
	Iteration 79Q: 3 clusters Score -911834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -911836.250000 Penalty: 2680.337158
	Iteration 80F: 3 clusters Score -911836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -911836.937500 Penalty: 2680.337158
	Iteration 81Q: 3 clusters Score -911836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -911836.750000 Penalty: 2680.337158
	Iteration 82Q: 3 clusters Score -911836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -911836.937500 Penalty: 2680.337158
	Iteration 83Q: 3 clusters Score -911836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -911836.937500 Penalty: 2680.337158
	Iteration 84F: 3 clusters Score -911836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Entering Unmasked Estep 
Score: -1888152.750000 Penalty: 1444.978027
	Iteration 0F: 2 clusters Score -1888153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1877299.125000 Penalty: 2889.956055
	Iteration 0F: 3 clusters Score -1877299 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1881267.375000 Penalty: 2889.956055
	Iteration 1F: 3 clusters Score -1881267 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1881671.625000 Penalty: 2889.956055
	Iteration 2F: 3 clusters Score -1881672 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1881991.375000 Penalty: 2889.956055
	Iteration 3Q: 3 clusters Score -1881991 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1882299.375000 Penalty: 2889.956055
	Iteration 4Q: 3 clusters Score -1882299 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1882571.875000 Penalty: 2889.956055
	Iteration 5Q: 3 clusters Score -1882572 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1882842.625000 Penalty: 2889.956055
	Iteration 6Q: 3 clusters Score -1882843 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1883106.500000 Penalty: 2889.956055
	Iteration 7Q: 3 clusters Score -1883106 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1883348.750000 Penalty: 2889.956055
	Iteration 8Q: 3 clusters Score -1883349 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1883606.500000 Penalty: 2889.956055
	Iteration 9Q: 3 clusters Score -1883606 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1883855.500000 Penalty: 2889.956055
	Iteration 10Q: 3 clusters Score -1883856 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1884133.625000 Penalty: 2889.956055
	Iteration 11Q: 3 clusters Score -1884134 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1884397.250000 Penalty: 2889.956055
	Iteration 12Q: 3 clusters Score -1884397 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1884628.500000 Penalty: 2889.956055
	Iteration 13Q: 3 clusters Score -1884628 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1884811.875000 Penalty: 2889.956055
	Iteration 14Q: 3 clusters Score -1884812 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1884922.625000 Penalty: 2889.956055
	Iteration 15Q: 3 clusters Score -1884923 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1884999.375000 Penalty: 2889.956055
	Iteration 16Q: 3 clusters Score -1884999 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1885048.375000 Penalty: 2889.956055
	Iteration 17Q: 3 clusters Score -1885048 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1885084.750000 Penalty: 2889.956055
	Iteration 18Q: 3 clusters Score -1885085 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1885123.625000 Penalty: 2889.956055
	Iteration 19Q: 3 clusters Score -1885124 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1885151.500000 Penalty: 2889.956055
	Iteration 20F: 3 clusters Score -1885152 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1885182.250000 Penalty: 2889.956055
	Iteration 21Q: 3 clusters Score -1885182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1885217.125000 Penalty: 2889.956055
	Iteration 22Q: 3 clusters Score -1885217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1885252.500000 Penalty: 2889.956055
	Iteration 23Q: 3 clusters Score -1885252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1885281.375000 Penalty: 2889.956055
	Iteration 24Q: 3 clusters Score -1885281 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1885311.000000 Penalty: 2889.956055
	Iteration 25Q: 3 clusters Score -1885311 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1885338.875000 Penalty: 2889.956055
	Iteration 26Q: 3 clusters Score -1885339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1885374.500000 Penalty: 2889.956055
	Iteration 27Q: 3 clusters Score -1885374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1885404.625000 Penalty: 2889.956055
	Iteration 28Q: 3 clusters Score -1885405 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1885437.625000 Penalty: 2889.956055
	Iteration 29Q: 3 clusters Score -1885438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1885472.625000 Penalty: 2889.956055
	Iteration 30Q: 3 clusters Score -1885473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1885508.125000 Penalty: 2889.956055
	Iteration 31Q: 3 clusters Score -1885508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1885524.000000 Penalty: 2889.956055
	Iteration 32Q: 3 clusters Score -1885524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1885552.750000 Penalty: 2889.956055
	Iteration 33Q: 3 clusters Score -1885553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1885563.750000 Penalty: 2889.956055
	Iteration 34Q: 3 clusters Score -1885564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1885583.375000 Penalty: 2889.956055
	Iteration 35Q: 3 clusters Score -1885583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1885607.125000 Penalty: 2889.956055
	Iteration 36Q: 3 clusters Score -1885607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1885629.750000 Penalty: 2889.956055
	Iteration 37Q: 3 clusters Score -1885630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1885663.625000 Penalty: 2889.956055
	Iteration 38Q: 3 clusters Score -1885664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1885696.750000 Penalty: 2889.956055
	Iteration 39Q: 3 clusters Score -1885697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1885717.625000 Penalty: 2889.956055
	Iteration 40F: 3 clusters Score -1885718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1885747.000000 Penalty: 2889.956055
	Iteration 41Q: 3 clusters Score -1885747 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1885773.625000 Penalty: 2889.956055
	Iteration 42Q: 3 clusters Score -1885774 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1885810.125000 Penalty: 2889.956055
	Iteration 43Q: 3 clusters Score -1885810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1885835.250000 Penalty: 2889.956055
	Iteration 44Q: 3 clusters Score -1885835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1885860.500000 Penalty: 2889.956055
	Iteration 45Q: 3 clusters Score -1885860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1885884.625000 Penalty: 2889.956055
	Iteration 46Q: 3 clusters Score -1885885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1885898.375000 Penalty: 2889.956055
	Iteration 47Q: 3 clusters Score -1885898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1885922.375000 Penalty: 2889.956055
	Iteration 48Q: 3 clusters Score -1885922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1885944.250000 Penalty: 2889.956055
	Iteration 49Q: 3 clusters Score -1885944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1885967.000000 Penalty: 2889.956055
	Iteration 50Q: 3 clusters Score -1885967 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1885989.750000 Penalty: 2889.956055
	Iteration 51Q: 3 clusters Score -1885990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1886008.625000 Penalty: 2889.956055
	Iteration 52Q: 3 clusters Score -1886009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1886026.375000 Penalty: 2889.956055
	Iteration 53Q: 3 clusters Score -1886026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1886054.125000 Penalty: 2889.956055
	Iteration 54Q: 3 clusters Score -1886054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1886079.000000 Penalty: 2889.956055
	Iteration 55Q: 3 clusters Score -1886079 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1886109.125000 Penalty: 2889.956055
	Iteration 56Q: 3 clusters Score -1886109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1886131.000000 Penalty: 2889.956055
	Iteration 57Q: 3 clusters Score -1886131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1886158.000000 Penalty: 2889.956055
	Iteration 58Q: 3 clusters Score -1886158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1886183.125000 Penalty: 2889.956055
	Iteration 59Q: 3 clusters Score -1886183 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1886206.125000 Penalty: 2889.956055
	Iteration 60F: 3 clusters Score -1886206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1886230.125000 Penalty: 2889.956055
	Iteration 61Q: 3 clusters Score -1886230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1886249.625000 Penalty: 2889.956055
	Iteration 62Q: 3 clusters Score -1886250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1886267.000000 Penalty: 2889.956055
	Iteration 63Q: 3 clusters Score -1886267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1886288.750000 Penalty: 2889.956055
	Iteration 64Q: 3 clusters Score -1886289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1886311.625000 Penalty: 2889.956055
	Iteration 65Q: 3 clusters Score -1886312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1886342.750000 Penalty: 2889.956055
	Iteration 66Q: 3 clusters Score -1886343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1886358.500000 Penalty: 2889.956055
	Iteration 67Q: 3 clusters Score -1886358 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1886383.375000 Penalty: 2889.956055
	Iteration 68Q: 3 clusters Score -1886383 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1886414.000000 Penalty: 2889.956055
	Iteration 69Q: 3 clusters Score -1886414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1886435.625000 Penalty: 2889.956055
	Iteration 70Q: 3 clusters Score -1886436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1886449.625000 Penalty: 2889.956055
	Iteration 71Q: 3 clusters Score -1886450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1886465.875000 Penalty: 2889.956055
	Iteration 72Q: 3 clusters Score -1886466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1886483.875000 Penalty: 2889.956055
	Iteration 73Q: 3 clusters Score -1886484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1886497.000000 Penalty: 2889.956055
	Iteration 74Q: 3 clusters Score -1886497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1886516.000000 Penalty: 2889.956055
	Iteration 75Q: 3 clusters Score -1886516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1886539.625000 Penalty: 2889.956055
	Iteration 76Q: 3 clusters Score -1886540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1886565.125000 Penalty: 2889.956055
	Iteration 77Q: 3 clusters Score -1886565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1886590.625000 Penalty: 2889.956055
	Iteration 78Q: 3 clusters Score -1886591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1886614.000000 Penalty: 2889.956055
	Iteration 79Q: 3 clusters Score -1886614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1886653.625000 Penalty: 2889.956055
	Iteration 80F: 3 clusters Score -1886654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1886681.750000 Penalty: 2889.956055
	Iteration 81Q: 3 clusters Score -1886682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1886716.000000 Penalty: 2889.956055
	Iteration 82Q: 3 clusters Score -1886716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1886735.750000 Penalty: 2889.956055
	Iteration 83Q: 3 clusters Score -1886736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1886759.000000 Penalty: 2889.956055
	Iteration 84Q: 3 clusters Score -1886759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1886770.500000 Penalty: 2889.956055
	Iteration 85Q: 3 clusters Score -1886770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1886781.375000 Penalty: 2889.956055
	Iteration 86Q: 3 clusters Score -1886781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1886794.750000 Penalty: 2889.956055
	Iteration 87Q: 3 clusters Score -1886795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1886805.375000 Penalty: 2889.956055
	Iteration 88Q: 3 clusters Score -1886805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1886817.250000 Penalty: 2889.956055
	Iteration 89Q: 3 clusters Score -1886817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1886817.750000 Penalty: 2889.956055
	Iteration 90Q: 3 clusters Score -1886818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1886825.875000 Penalty: 2889.956055
	Iteration 91Q: 3 clusters Score -1886826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1886831.375000 Penalty: 2889.956055
	Iteration 92Q: 3 clusters Score -1886831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1886838.125000 Penalty: 2889.956055
	Iteration 93Q: 3 clusters Score -1886838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1886851.125000 Penalty: 2889.956055
	Iteration 94Q: 3 clusters Score -1886851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1886859.750000 Penalty: 2889.956055
	Iteration 95Q: 3 clusters Score -1886860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1886864.125000 Penalty: 2889.956055
	Iteration 96Q: 3 clusters Score -1886864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1886865.375000 Penalty: 2889.956055
	Iteration 97Q: 3 clusters Score -1886865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1886872.250000 Penalty: 2889.956055
	Iteration 98Q: 3 clusters Score -1886872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1886875.750000 Penalty: 2889.956055
	Iteration 99Q: 3 clusters Score -1886876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1886878.375000 Penalty: 2889.956055
	Iteration 100F: 3 clusters Score -1886878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1886881.625000 Penalty: 2889.956055
	Iteration 101Q: 3 clusters Score -1886882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1886886.625000 Penalty: 2889.956055
	Iteration 102Q: 3 clusters Score -1886887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1886895.125000 Penalty: 2889.956055
	Iteration 103Q: 3 clusters Score -1886895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1886902.250000 Penalty: 2889.956055
	Iteration 104Q: 3 clusters Score -1886902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1886909.750000 Penalty: 2889.956055
	Iteration 105Q: 3 clusters Score -1886910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1886913.375000 Penalty: 2889.956055
	Iteration 106Q: 3 clusters Score -1886913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1886919.500000 Penalty: 2889.956055
	Iteration 107Q: 3 clusters Score -1886920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1886923.000000 Penalty: 2889.956055
	Iteration 108Q: 3 clusters Score -1886923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1886928.875000 Penalty: 2889.956055
	Iteration 109Q: 3 clusters Score -1886929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1886928.000000 Penalty: 2889.956055
	Iteration 110Q: 3 clusters Score -1886928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1886933.000000 Penalty: 2889.956055
	Iteration 111Q: 3 clusters Score -1886933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1886934.500000 Penalty: 2889.956055
	Iteration 112Q: 3 clusters Score -1886934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1886934.375000 Penalty: 2889.956055
	Iteration 113Q: 3 clusters Score -1886934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1886935.750000 Penalty: 2889.956055
	Iteration 114Q: 3 clusters Score -1886936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1886938.500000 Penalty: 2889.956055
	Iteration 115Q: 3 clusters Score -1886938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1886945.000000 Penalty: 2889.956055
	Iteration 116Q: 3 clusters Score -1886945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1886947.250000 Penalty: 2889.956055
	Iteration 117Q: 3 clusters Score -1886947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1886955.375000 Penalty: 2889.956055
	Iteration 118Q: 3 clusters Score -1886955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1886965.000000 Penalty: 2889.956055
	Iteration 119Q: 3 clusters Score -1886965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1886969.125000 Penalty: 2889.956055
	Iteration 120F: 3 clusters Score -1886969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1886983.250000 Penalty: 2889.956055
	Iteration 121Q: 3 clusters Score -1886983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1886988.500000 Penalty: 2889.956055
	Iteration 122Q: 3 clusters Score -1886988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1886996.500000 Penalty: 2889.956055
	Iteration 123Q: 3 clusters Score -1886996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1887003.750000 Penalty: 2889.956055
	Iteration 124Q: 3 clusters Score -1887004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1887007.875000 Penalty: 2889.956055
	Iteration 125Q: 3 clusters Score -1887008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1887013.250000 Penalty: 2889.956055
	Iteration 126Q: 3 clusters Score -1887013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1887014.875000 Penalty: 2889.956055
	Iteration 127Q: 3 clusters Score -1887015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1887019.125000 Penalty: 2889.956055
	Iteration 128Q: 3 clusters Score -1887019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1887024.625000 Penalty: 2889.956055
	Iteration 129Q: 3 clusters Score -1887025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1887027.625000 Penalty: 2889.956055
	Iteration 130Q: 3 clusters Score -1887028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1887033.375000 Penalty: 2889.956055
	Iteration 131Q: 3 clusters Score -1887033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1887037.625000 Penalty: 2889.956055
	Iteration 132Q: 3 clusters Score -1887038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1887040.000000 Penalty: 2889.956055
	Iteration 133Q: 3 clusters Score -1887040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1887043.125000 Penalty: 2889.956055
	Iteration 134Q: 3 clusters Score -1887043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1887046.625000 Penalty: 2889.956055
	Iteration 135Q: 3 clusters Score -1887047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1887050.250000 Penalty: 2889.956055
	Iteration 136Q: 3 clusters Score -1887050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1887052.625000 Penalty: 2889.956055
	Iteration 137Q: 3 clusters Score -1887053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1887054.750000 Penalty: 2889.956055
	Iteration 138Q: 3 clusters Score -1887055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1887057.625000 Penalty: 2889.956055
	Iteration 139Q: 3 clusters Score -1887058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1887056.750000 Penalty: 2889.956055
	Iteration 140F: 3 clusters Score -1887057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1887058.250000 Penalty: 2889.956055
	Iteration 141Q: 3 clusters Score -1887058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1887058.250000 Penalty: 2889.956055
	Iteration 142F: 3 clusters Score -1887058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Entering Unmasked Estep 
Score: -1518371.750000 Penalty: 1416.350952
	Iteration 0F: 2 clusters Score -1518372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1509217.500000 Penalty: 2832.701904
	Iteration 0F: 3 clusters Score -1509218 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1512496.875000 Penalty: 2832.701904
	Iteration 1F: 3 clusters Score -1512497 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1512982.000000 Penalty: 2832.701904
	Iteration 2F: 3 clusters Score -1512982 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1513437.750000 Penalty: 2832.701904
	Iteration 3F: 3 clusters Score -1513438 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1513823.750000 Penalty: 2832.701904
	Iteration 4F: 3 clusters Score -1513824 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1514243.750000 Penalty: 2832.701904
	Iteration 5F: 3 clusters Score -1514244 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1514734.750000 Penalty: 2832.701904
	Iteration 6F: 3 clusters Score -1514735 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1515252.000000 Penalty: 2832.701904
	Iteration 7F: 3 clusters Score -1515252 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1515794.500000 Penalty: 2832.701904
	Iteration 8F: 3 clusters Score -1515794 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1516242.625000 Penalty: 2832.701904
	Iteration 9Q: 3 clusters Score -1516243 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1516605.375000 Penalty: 2832.701904
	Iteration 10Q: 3 clusters Score -1516605 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1516846.625000 Penalty: 2832.701904
	Iteration 11Q: 3 clusters Score -1516847 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1517015.750000 Penalty: 2832.701904
	Iteration 12Q: 3 clusters Score -1517016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1517125.625000 Penalty: 2832.701904
	Iteration 13Q: 3 clusters Score -1517126 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1517205.750000 Penalty: 2832.701904
	Iteration 14Q: 3 clusters Score -1517206 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1517261.750000 Penalty: 2832.701904
	Iteration 15Q: 3 clusters Score -1517262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1517308.250000 Penalty: 2832.701904
	Iteration 16Q: 3 clusters Score -1517308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1517340.125000 Penalty: 2832.701904
	Iteration 17Q: 3 clusters Score -1517340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1517363.625000 Penalty: 2832.701904
	Iteration 18Q: 3 clusters Score -1517364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1517389.750000 Penalty: 2832.701904
	Iteration 19Q: 3 clusters Score -1517390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1517406.500000 Penalty: 2832.701904
	Iteration 20F: 3 clusters Score -1517406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1517428.000000 Penalty: 2832.701904
	Iteration 21Q: 3 clusters Score -1517428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1517436.000000 Penalty: 2832.701904
	Iteration 22Q: 3 clusters Score -1517436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1517437.375000 Penalty: 2832.701904
	Iteration 23Q: 3 clusters Score -1517437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1517451.000000 Penalty: 2832.701904
	Iteration 24Q: 3 clusters Score -1517451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1517459.250000 Penalty: 2832.701904
	Iteration 25Q: 3 clusters Score -1517459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1517467.875000 Penalty: 2832.701904
	Iteration 26Q: 3 clusters Score -1517468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1517473.000000 Penalty: 2832.701904
	Iteration 27Q: 3 clusters Score -1517473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1517478.375000 Penalty: 2832.701904
	Iteration 28Q: 3 clusters Score -1517478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1517482.250000 Penalty: 2832.701904
	Iteration 29Q: 3 clusters Score -1517482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1517486.625000 Penalty: 2832.701904
	Iteration 30Q: 3 clusters Score -1517487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1517485.625000 Penalty: 2832.701904
	Iteration 31Q: 3 clusters Score -1517486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1517485.875000 Penalty: 2832.701904
	Iteration 32Q: 3 clusters Score -1517486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1517482.125000 Penalty: 2832.701904
	Iteration 33Q: 3 clusters Score -1517482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1517483.375000 Penalty: 2832.701904
	Iteration 34Q: 3 clusters Score -1517483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1517484.250000 Penalty: 2832.701904
	Iteration 35Q: 3 clusters Score -1517484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1517483.625000 Penalty: 2832.701904
	Iteration 36Q: 3 clusters Score -1517484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1517483.625000 Penalty: 2832.701904
	Iteration 37F: 3 clusters Score -1517484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Entering Unmasked Estep 
Score: -2469288.250000 Penalty: 1481.167969
	Iteration 0F: 2 clusters Score -2469288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2455439.500000 Penalty: 2962.335938
	Iteration 0F: 3 clusters Score -2455440 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2460426.500000 Penalty: 2962.335938
	Iteration 1F: 3 clusters Score -2460426 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2460806.750000 Penalty: 2962.335938
	Iteration 2F: 3 clusters Score -2460807 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2461118.750000 Penalty: 2962.335938
	Iteration 3Q: 3 clusters Score -2461119 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2461397.750000 Penalty: 2962.335938
	Iteration 4Q: 3 clusters Score -2461398 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2461651.750000 Penalty: 2962.335938
	Iteration 5Q: 3 clusters Score -2461652 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2461919.500000 Penalty: 2962.335938
	Iteration 6Q: 3 clusters Score -2461920 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2462284.250000 Penalty: 2962.335938
	Iteration 7Q: 3 clusters Score -2462284 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2462824.500000 Penalty: 2962.335938
	Iteration 8Q: 3 clusters Score -2462824 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2463563.500000 Penalty: 2962.335938
	Iteration 9F: 3 clusters Score -2463564 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2464496.750000 Penalty: 2962.335938
	Iteration 10F: 3 clusters Score -2464497 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2465525.000000 Penalty: 2962.335938
	Iteration 11F: 3 clusters Score -2465525 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2466473.500000 Penalty: 2962.335938
	Iteration 12F: 3 clusters Score -2466474 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2467103.250000 Penalty: 2962.335938
	Iteration 13Q: 3 clusters Score -2467103 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2467525.000000 Penalty: 2962.335938
	Iteration 14Q: 3 clusters Score -2467525 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2467759.000000 Penalty: 2962.335938
	Iteration 15Q: 3 clusters Score -2467759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2467901.500000 Penalty: 2962.335938
	Iteration 16Q: 3 clusters Score -2467902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2467975.500000 Penalty: 2962.335938
	Iteration 17Q: 3 clusters Score -2467976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2468017.750000 Penalty: 2962.335938
	Iteration 18Q: 3 clusters Score -2468018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2468042.750000 Penalty: 2962.335938
	Iteration 19Q: 3 clusters Score -2468043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2468067.500000 Penalty: 2962.335938
	Iteration 20F: 3 clusters Score -2468068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2468093.750000 Penalty: 2962.335938
	Iteration 21Q: 3 clusters Score -2468094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2468103.500000 Penalty: 2962.335938
	Iteration 22Q: 3 clusters Score -2468104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2468114.750000 Penalty: 2962.335938
	Iteration 23Q: 3 clusters Score -2468115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2468122.000000 Penalty: 2962.335938
	Iteration 24Q: 3 clusters Score -2468122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2468131.250000 Penalty: 2962.335938
	Iteration 25Q: 3 clusters Score -2468131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2468134.000000 Penalty: 2962.335938
	Iteration 26Q: 3 clusters Score -2468134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2468135.000000 Penalty: 2962.335938
	Iteration 27Q: 3 clusters Score -2468135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2468140.500000 Penalty: 2962.335938
	Iteration 28Q: 3 clusters Score -2468140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2468143.500000 Penalty: 2962.335938
	Iteration 29Q: 3 clusters Score -2468144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2468143.500000 Penalty: 2962.335938
	Iteration 30F: 3 clusters Score -2468144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -932904.125000 Penalty: 1335.611450
	Iteration 0F: 2 clusters Score -932904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -927491.062500 Penalty: 2671.222900
	Iteration 0F: 3 clusters Score -927491.1 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -929142.562500 Penalty: 2671.222900
	Iteration 1F: 3 clusters Score -929142.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -929362.437500 Penalty: 2671.222900
	Iteration 2F: 3 clusters Score -929362.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -929509.000000 Penalty: 2671.222900
	Iteration 3Q: 3 clusters Score -929509 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -929611.500000 Penalty: 2671.222900
	Iteration 4Q: 3 clusters Score -929611.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -929684.562500 Penalty: 2671.222900
	Iteration 5Q: 3 clusters Score -929684.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -929744.187500 Penalty: 2671.222900
	Iteration 6Q: 3 clusters Score -929744.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -929793.750000 Penalty: 2671.222900
	Iteration 7Q: 3 clusters Score -929793.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -929843.687500 Penalty: 2671.222900
	Iteration 8Q: 3 clusters Score -929843.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -929902.812500 Penalty: 2671.222900
	Iteration 9Q: 3 clusters Score -929902.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -929954.062500 Penalty: 2671.222900
	Iteration 10Q: 3 clusters Score -929954.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -929998.437500 Penalty: 2671.222900
	Iteration 11Q: 3 clusters Score -929998.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -930044.437500 Penalty: 2671.222900
	Iteration 12Q: 3 clusters Score -930044.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -930089.062500 Penalty: 2671.222900
	Iteration 13Q: 3 clusters Score -930089.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -930142.312500 Penalty: 2671.222900
	Iteration 14Q: 3 clusters Score -930142.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -930207.750000 Penalty: 2671.222900
	Iteration 15Q: 3 clusters Score -930207.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -930294.250000 Penalty: 2671.222900
	Iteration 16Q: 3 clusters Score -930294.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -930410.937500 Penalty: 2671.222900
	Iteration 17Q: 3 clusters Score -930410.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -930555.250000 Penalty: 2671.222900
	Iteration 18Q: 3 clusters Score -930555.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -930728.250000 Penalty: 2671.222900
	Iteration 19Q: 3 clusters Score -930728.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -930905.562500 Penalty: 2671.222900
	Iteration 20F: 3 clusters Score -930905.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -931070.500000 Penalty: 2671.222900
	Iteration 21Q: 3 clusters Score -931070.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -931225.250000 Penalty: 2671.222900
	Iteration 22Q: 3 clusters Score -931225.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -931338.250000 Penalty: 2671.222900
	Iteration 23Q: 3 clusters Score -931338.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -931429.750000 Penalty: 2671.222900
	Iteration 24Q: 3 clusters Score -931429.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -931517.125000 Penalty: 2671.222900
	Iteration 25Q: 3 clusters Score -931517.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -931601.000000 Penalty: 2671.222900
	Iteration 26Q: 3 clusters Score -931601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -931648.125000 Penalty: 2671.222900
	Iteration 27Q: 3 clusters Score -931648.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -931692.187500 Penalty: 2671.222900
	Iteration 28Q: 3 clusters Score -931692.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -931731.687500 Penalty: 2671.222900
	Iteration 29Q: 3 clusters Score -931731.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -931756.937500 Penalty: 2671.222900
	Iteration 30Q: 3 clusters Score -931756.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -931773.062500 Penalty: 2671.222900
	Iteration 31Q: 3 clusters Score -931773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -931788.812500 Penalty: 2671.222900
	Iteration 32Q: 3 clusters Score -931788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -931799.750000 Penalty: 2671.222900
	Iteration 33Q: 3 clusters Score -931799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -931809.062500 Penalty: 2671.222900
	Iteration 34Q: 3 clusters Score -931809.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -931820.812500 Penalty: 2671.222900
	Iteration 35Q: 3 clusters Score -931820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -931829.625000 Penalty: 2671.222900
	Iteration 36Q: 3 clusters Score -931829.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -931844.437500 Penalty: 2671.222900
	Iteration 37Q: 3 clusters Score -931844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -931847.187500 Penalty: 2671.222900
	Iteration 38Q: 3 clusters Score -931847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -931856.750000 Penalty: 2671.222900
	Iteration 39Q: 3 clusters Score -931856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -931863.312500 Penalty: 2671.222900
	Iteration 40F: 3 clusters Score -931863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -931863.687500 Penalty: 2671.222900
	Iteration 41Q: 3 clusters Score -931863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -931863.687500 Penalty: 2671.222900
	Iteration 42F: 3 clusters Score -931863.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Entering Unmasked Estep 
Score: -5900964.000000 Penalty: 1617.774902
	Iteration 0F: 2 clusters Score -5900964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5866630.000000 Penalty: 3235.549805
	Iteration 0F: 3 clusters Score -5866630 nChanged 24265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5880108.000000 Penalty: 3235.549805
	Iteration 1F: 3 clusters Score -5880108 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5880703.000000 Penalty: 3235.549805
	Iteration 2Q: 3 clusters Score -5880703 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -5881387.000000 Penalty: 3235.549805
	Iteration 3Q: 3 clusters Score -5881387 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5882232.500000 Penalty: 3235.549805
	Iteration 4Q: 3 clusters Score -5882232 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5883426.000000 Penalty: 3235.549805
	Iteration 5Q: 3 clusters Score -5883426 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5885134.500000 Penalty: 3235.549805
	Iteration 6F: 3 clusters Score -5885134 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -5887414.500000 Penalty: 3235.549805
	Iteration 7F: 3 clusters Score -5887414 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5890234.000000 Penalty: 3235.549805
	Iteration 8F: 3 clusters Score -5890234 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5892950.000000 Penalty: 3235.549805
	Iteration 9F: 3 clusters Score -5892950 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5895271.000000 Penalty: 3235.549805
	Iteration 10F: 3 clusters Score -5895271 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5896960.500000 Penalty: 3235.549805
	Iteration 11Q: 3 clusters Score -5896960 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -5898255.000000 Penalty: 3235.549805
	Iteration 12Q: 3 clusters Score -5898255 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5899155.500000 Penalty: 3235.549805
	Iteration 13Q: 3 clusters Score -5899156 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -5899771.000000 Penalty: 3235.549805
	Iteration 14Q: 3 clusters Score -5899771 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -5900233.500000 Penalty: 3235.549805
	Iteration 15Q: 3 clusters Score -5900234 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5900546.500000 Penalty: 3235.549805
	Iteration 16Q: 3 clusters Score -5900546 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -5900774.500000 Penalty: 3235.549805
	Iteration 17Q: 3 clusters Score -5900774 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -5900937.500000 Penalty: 3235.549805
	Iteration 18Q: 3 clusters Score -5900938 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -5901054.500000 Penalty: 3235.549805
	Iteration 19Q: 3 clusters Score -5901054 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -5901124.000000 Penalty: 3235.549805
	Iteration 20F: 3 clusters Score -5901124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -5901183.000000 Penalty: 3235.549805
	Iteration 21Q: 3 clusters Score -5901183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -5901232.000000 Penalty: 3235.549805
	Iteration 22Q: 3 clusters Score -5901232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -5901268.000000 Penalty: 3235.549805
	Iteration 23Q: 3 clusters Score -5901268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -5901282.000000 Penalty: 3235.549805
	Iteration 24Q: 3 clusters Score -5901282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5901279.500000 Penalty: 3235.549805
	Iteration 25Q: 3 clusters Score -5901280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -5901276.000000 Penalty: 3235.549805
	Iteration 26Q: 3 clusters Score -5901276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -5901279.000000 Penalty: 3235.549805
	Iteration 27Q: 3 clusters Score -5901279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -5901282.000000 Penalty: 3235.549805
	Iteration 28Q: 3 clusters Score -5901282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -5901281.500000 Penalty: 3235.549805
	Iteration 29Q: 3 clusters Score -5901282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -5901294.000000 Penalty: 3235.549805
	Iteration 30Q: 3 clusters Score -5901294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -5901298.000000 Penalty: 3235.549805
	Iteration 31Q: 3 clusters Score -5901298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -5901296.500000 Penalty: 3235.549805
	Iteration 32Q: 3 clusters Score -5901296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -5901300.000000 Penalty: 3235.549805
	Iteration 33Q: 3 clusters Score -5901300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -5901297.000000 Penalty: 3235.549805
	Iteration 34Q: 3 clusters Score -5901297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -5901298.500000 Penalty: 3235.549805
	Iteration 35Q: 3 clusters Score -5901298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -5901298.500000 Penalty: 3235.549805
	Iteration 36F: 3 clusters Score -5901298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23503 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 75633 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10467 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 50784 members 
Entering Unmasked Estep 
Score: -111089160.000000 Penalty: 117209.742188
Splitting cluster 30 changes total score from -111089432.000000 to -111089160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Entering Unmasked Estep 
Score: -972131.875000 Penalty: 1349.142334
	Iteration 0F: 2 clusters Score -972131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -966144.187500 Penalty: 2698.284668
	Iteration 0F: 3 clusters Score -966144.2 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -968027.875000 Penalty: 2698.284668
	Iteration 1F: 3 clusters Score -968027.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -968282.250000 Penalty: 2698.284668
	Iteration 2F: 3 clusters Score -968282.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -968466.000000 Penalty: 2698.284668
	Iteration 3Q: 3 clusters Score -968466 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -968624.250000 Penalty: 2698.284668
	Iteration 4Q: 3 clusters Score -968624.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -968744.000000 Penalty: 2698.284668
	Iteration 5Q: 3 clusters Score -968744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -968850.312500 Penalty: 2698.284668
	Iteration 6Q: 3 clusters Score -968850.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -968950.812500 Penalty: 2698.284668
	Iteration 7Q: 3 clusters Score -968950.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -969063.812500 Penalty: 2698.284668
	Iteration 8Q: 3 clusters Score -969063.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -969162.062500 Penalty: 2698.284668
	Iteration 9Q: 3 clusters Score -969162.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -969271.750000 Penalty: 2698.284668
	Iteration 10Q: 3 clusters Score -969271.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -969408.000000 Penalty: 2698.284668
	Iteration 11Q: 3 clusters Score -969408 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -969577.687500 Penalty: 2698.284668
	Iteration 12Q: 3 clusters Score -969577.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -969740.250000 Penalty: 2698.284668
	Iteration 13Q: 3 clusters Score -969740.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -969881.250000 Penalty: 2698.284668
	Iteration 14Q: 3 clusters Score -969881.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -970009.750000 Penalty: 2698.284668
	Iteration 15Q: 3 clusters Score -970009.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -970129.812500 Penalty: 2698.284668
	Iteration 16Q: 3 clusters Score -970129.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -970242.937500 Penalty: 2698.284668
	Iteration 17Q: 3 clusters Score -970242.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -970355.312500 Penalty: 2698.284668
	Iteration 18Q: 3 clusters Score -970355.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -970462.562500 Penalty: 2698.284668
	Iteration 19Q: 3 clusters Score -970462.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -970555.375000 Penalty: 2698.284668
	Iteration 20F: 3 clusters Score -970555.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -970624.187500 Penalty: 2698.284668
	Iteration 21Q: 3 clusters Score -970624.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -970684.000000 Penalty: 2698.284668
	Iteration 22Q: 3 clusters Score -970684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -970735.812500 Penalty: 2698.284668
	Iteration 23Q: 3 clusters Score -970735.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -970786.312500 Penalty: 2698.284668
	Iteration 24Q: 3 clusters Score -970786.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -970834.125000 Penalty: 2698.284668
	Iteration 25Q: 3 clusters Score -970834.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -970881.000000 Penalty: 2698.284668
	Iteration 26Q: 3 clusters Score -970881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -970921.562500 Penalty: 2698.284668
	Iteration 27Q: 3 clusters Score -970921.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -970966.937500 Penalty: 2698.284668
	Iteration 28Q: 3 clusters Score -970966.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -971012.125000 Penalty: 2698.284668
	Iteration 29Q: 3 clusters Score -971012.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -971055.375000 Penalty: 2698.284668
	Iteration 30Q: 3 clusters Score -971055.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -971094.312500 Penalty: 2698.284668
	Iteration 31Q: 3 clusters Score -971094.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -971134.062500 Penalty: 2698.284668
	Iteration 32Q: 3 clusters Score -971134.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -971166.875000 Penalty: 2698.284668
	Iteration 33Q: 3 clusters Score -971166.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -971195.875000 Penalty: 2698.284668
	Iteration 34Q: 3 clusters Score -971195.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -971224.000000 Penalty: 2698.284668
	Iteration 35Q: 3 clusters Score -971224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -971243.000000 Penalty: 2698.284668
	Iteration 36Q: 3 clusters Score -971243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -971263.125000 Penalty: 2698.284668
	Iteration 37Q: 3 clusters Score -971263.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -971280.250000 Penalty: 2698.284668
	Iteration 38Q: 3 clusters Score -971280.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -971301.062500 Penalty: 2698.284668
	Iteration 39Q: 3 clusters Score -971301.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -971324.125000 Penalty: 2698.284668
	Iteration 40F: 3 clusters Score -971324.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -971344.625000 Penalty: 2698.284668
	Iteration 41Q: 3 clusters Score -971344.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -971364.937500 Penalty: 2698.284668
	Iteration 42Q: 3 clusters Score -971364.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -971391.250000 Penalty: 2698.284668
	Iteration 43Q: 3 clusters Score -971391.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -971414.375000 Penalty: 2698.284668
	Iteration 44Q: 3 clusters Score -971414.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -971430.500000 Penalty: 2698.284668
	Iteration 45Q: 3 clusters Score -971430.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -971453.687500 Penalty: 2698.284668
	Iteration 46Q: 3 clusters Score -971453.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -971471.562500 Penalty: 2698.284668
	Iteration 47Q: 3 clusters Score -971471.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -971486.750000 Penalty: 2698.284668
	Iteration 48Q: 3 clusters Score -971486.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -971502.812500 Penalty: 2698.284668
	Iteration 49Q: 3 clusters Score -971502.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -971511.875000 Penalty: 2698.284668
	Iteration 50Q: 3 clusters Score -971511.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -971520.375000 Penalty: 2698.284668
	Iteration 51Q: 3 clusters Score -971520.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -971527.812500 Penalty: 2698.284668
	Iteration 52Q: 3 clusters Score -971527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -971533.687500 Penalty: 2698.284668
	Iteration 53Q: 3 clusters Score -971533.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -971536.125000 Penalty: 2698.284668
	Iteration 54Q: 3 clusters Score -971536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -971544.625000 Penalty: 2698.284668
	Iteration 55Q: 3 clusters Score -971544.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -971549.750000 Penalty: 2698.284668
	Iteration 56Q: 3 clusters Score -971549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -971558.187500 Penalty: 2698.284668
	Iteration 57Q: 3 clusters Score -971558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -971565.437500 Penalty: 2698.284668
	Iteration 58Q: 3 clusters Score -971565.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -971573.750000 Penalty: 2698.284668
	Iteration 59Q: 3 clusters Score -971573.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -971582.250000 Penalty: 2698.284668
	Iteration 60F: 3 clusters Score -971582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -971590.000000 Penalty: 2698.284668
	Iteration 61Q: 3 clusters Score -971590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -971594.187500 Penalty: 2698.284668
	Iteration 62Q: 3 clusters Score -971594.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -971600.875000 Penalty: 2698.284668
	Iteration 63Q: 3 clusters Score -971600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -971603.187500 Penalty: 2698.284668
	Iteration 64Q: 3 clusters Score -971603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -971606.312500 Penalty: 2698.284668
	Iteration 65Q: 3 clusters Score -971606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -971610.125000 Penalty: 2698.284668
	Iteration 66Q: 3 clusters Score -971610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -971614.062500 Penalty: 2698.284668
	Iteration 67Q: 3 clusters Score -971614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -971618.750000 Penalty: 2698.284668
	Iteration 68Q: 3 clusters Score -971618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -971619.875000 Penalty: 2698.284668
	Iteration 69Q: 3 clusters Score -971619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -971621.687500 Penalty: 2698.284668
	Iteration 70Q: 3 clusters Score -971621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -971622.687500 Penalty: 2698.284668
	Iteration 71Q: 3 clusters Score -971622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -971622.875000 Penalty: 2698.284668
	Iteration 72Q: 3 clusters Score -971622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -971622.875000 Penalty: 2698.284668
	Iteration 73F: 3 clusters Score -971622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -530524.375000 Penalty: 1275.099365
	Iteration 0F: 2 clusters Score -530524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -526695.812500 Penalty: 2550.198730
	Iteration 0F: 3 clusters Score -526695.8 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -527828.000000 Penalty: 2550.198730
	Iteration 1F: 3 clusters Score -527828 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -528068.875000 Penalty: 2550.198730
	Iteration 2F: 3 clusters Score -528068.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -528230.500000 Penalty: 2550.198730
	Iteration 3F: 3 clusters Score -528230.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -528360.312500 Penalty: 2550.198730
	Iteration 4Q: 3 clusters Score -528360.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -528473.062500 Penalty: 2550.198730
	Iteration 5Q: 3 clusters Score -528473.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -528579.812500 Penalty: 2550.198730
	Iteration 6Q: 3 clusters Score -528579.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -528684.125000 Penalty: 2550.198730
	Iteration 7Q: 3 clusters Score -528684.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -528791.375000 Penalty: 2550.198730
	Iteration 8Q: 3 clusters Score -528791.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -528885.312500 Penalty: 2550.198730
	Iteration 9Q: 3 clusters Score -528885.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -528992.062500 Penalty: 2550.198730
	Iteration 10Q: 3 clusters Score -528992.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -529084.062500 Penalty: 2550.198730
	Iteration 11Q: 3 clusters Score -529084.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -529178.312500 Penalty: 2550.198730
	Iteration 12Q: 3 clusters Score -529178.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -529248.937500 Penalty: 2550.198730
	Iteration 13Q: 3 clusters Score -529248.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -529296.625000 Penalty: 2550.198730
	Iteration 14Q: 3 clusters Score -529296.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -529335.187500 Penalty: 2550.198730
	Iteration 15Q: 3 clusters Score -529335.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -529377.500000 Penalty: 2550.198730
	Iteration 16Q: 3 clusters Score -529377.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -529412.187500 Penalty: 2550.198730
	Iteration 17Q: 3 clusters Score -529412.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -529447.937500 Penalty: 2550.198730
	Iteration 18Q: 3 clusters Score -529447.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -529482.687500 Penalty: 2550.198730
	Iteration 19Q: 3 clusters Score -529482.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -529514.250000 Penalty: 2550.198730
	Iteration 20F: 3 clusters Score -529514.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -529539.312500 Penalty: 2550.198730
	Iteration 21Q: 3 clusters Score -529539.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -529566.375000 Penalty: 2550.198730
	Iteration 22Q: 3 clusters Score -529566.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -529595.500000 Penalty: 2550.198730
	Iteration 23Q: 3 clusters Score -529595.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -529617.625000 Penalty: 2550.198730
	Iteration 24Q: 3 clusters Score -529617.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -529630.875000 Penalty: 2550.198730
	Iteration 25Q: 3 clusters Score -529630.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -529647.375000 Penalty: 2550.198730
	Iteration 26Q: 3 clusters Score -529647.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -529661.000000 Penalty: 2550.198730
	Iteration 27Q: 3 clusters Score -529661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -529668.875000 Penalty: 2550.198730
	Iteration 28Q: 3 clusters Score -529668.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -529675.750000 Penalty: 2550.198730
	Iteration 29Q: 3 clusters Score -529675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -529680.312500 Penalty: 2550.198730
	Iteration 30Q: 3 clusters Score -529680.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -529687.375000 Penalty: 2550.198730
	Iteration 31Q: 3 clusters Score -529687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -529688.812500 Penalty: 2550.198730
	Iteration 32Q: 3 clusters Score -529688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -529693.875000 Penalty: 2550.198730
	Iteration 33Q: 3 clusters Score -529693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -529695.375000 Penalty: 2550.198730
	Iteration 34Q: 3 clusters Score -529695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -529697.312500 Penalty: 2550.198730
	Iteration 35Q: 3 clusters Score -529697.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -529700.625000 Penalty: 2550.198730
	Iteration 36Q: 3 clusters Score -529700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -529702.562500 Penalty: 2550.198730
	Iteration 37Q: 3 clusters Score -529702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -529706.687500 Penalty: 2550.198730
	Iteration 38Q: 3 clusters Score -529706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -529707.750000 Penalty: 2550.198730
	Iteration 39Q: 3 clusters Score -529707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -529709.062500 Penalty: 2550.198730
	Iteration 40F: 3 clusters Score -529709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -529711.187500 Penalty: 2550.198730
	Iteration 41Q: 3 clusters Score -529711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -529710.937500 Penalty: 2550.198730
	Iteration 42Q: 3 clusters Score -529710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -529712.625000 Penalty: 2550.198730
	Iteration 43Q: 3 clusters Score -529712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -529714.125000 Penalty: 2550.198730
	Iteration 44Q: 3 clusters Score -529714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -529714.125000 Penalty: 2550.198730
	Iteration 45F: 3 clusters Score -529714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1163931.500000 Penalty: 1368.747437
	Iteration 0F: 2 clusters Score -1163932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1157340.125000 Penalty: 2737.494873
	Iteration 0F: 3 clusters Score -1157340 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1159460.500000 Penalty: 2737.494873
	Iteration 1F: 3 clusters Score -1159460 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1159739.750000 Penalty: 2737.494873
	Iteration 2F: 3 clusters Score -1159740 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1159915.125000 Penalty: 2737.494873
	Iteration 3Q: 3 clusters Score -1159915 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1160046.875000 Penalty: 2737.494873
	Iteration 4Q: 3 clusters Score -1160047 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1160139.750000 Penalty: 2737.494873
	Iteration 5Q: 3 clusters Score -1160140 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1160210.250000 Penalty: 2737.494873
	Iteration 6Q: 3 clusters Score -1160210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1160272.000000 Penalty: 2737.494873
	Iteration 7Q: 3 clusters Score -1160272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1160351.375000 Penalty: 2737.494873
	Iteration 8Q: 3 clusters Score -1160351 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1160459.000000 Penalty: 2737.494873
	Iteration 9Q: 3 clusters Score -1160459 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1160581.000000 Penalty: 2737.494873
	Iteration 10Q: 3 clusters Score -1160581 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1160716.125000 Penalty: 2737.494873
	Iteration 11Q: 3 clusters Score -1160716 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1160862.000000 Penalty: 2737.494873
	Iteration 12Q: 3 clusters Score -1160862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1161028.125000 Penalty: 2737.494873
	Iteration 13Q: 3 clusters Score -1161028 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1161217.250000 Penalty: 2737.494873
	Iteration 14Q: 3 clusters Score -1161217 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1161434.875000 Penalty: 2737.494873
	Iteration 15Q: 3 clusters Score -1161435 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1161689.625000 Penalty: 2737.494873
	Iteration 16Q: 3 clusters Score -1161690 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1161953.500000 Penalty: 2737.494873
	Iteration 17Q: 3 clusters Score -1161954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1162214.000000 Penalty: 2737.494873
	Iteration 18Q: 3 clusters Score -1162214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1162385.250000 Penalty: 2737.494873
	Iteration 19Q: 3 clusters Score -1162385 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1162522.750000 Penalty: 2737.494873
	Iteration 20F: 3 clusters Score -1162523 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1162624.500000 Penalty: 2737.494873
	Iteration 21Q: 3 clusters Score -1162624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1162701.000000 Penalty: 2737.494873
	Iteration 22Q: 3 clusters Score -1162701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1162750.250000 Penalty: 2737.494873
	Iteration 23Q: 3 clusters Score -1162750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1162784.125000 Penalty: 2737.494873
	Iteration 24Q: 3 clusters Score -1162784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1162797.500000 Penalty: 2737.494873
	Iteration 25Q: 3 clusters Score -1162798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1162809.375000 Penalty: 2737.494873
	Iteration 26Q: 3 clusters Score -1162809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1162819.250000 Penalty: 2737.494873
	Iteration 27Q: 3 clusters Score -1162819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1162832.375000 Penalty: 2737.494873
	Iteration 28Q: 3 clusters Score -1162832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1162845.625000 Penalty: 2737.494873
	Iteration 29Q: 3 clusters Score -1162846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1162848.375000 Penalty: 2737.494873
	Iteration 30Q: 3 clusters Score -1162848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1162851.750000 Penalty: 2737.494873
	Iteration 31Q: 3 clusters Score -1162852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1162851.875000 Penalty: 2737.494873
	Iteration 32Q: 3 clusters Score -1162852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1162854.625000 Penalty: 2737.494873
	Iteration 33Q: 3 clusters Score -1162855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1162853.625000 Penalty: 2737.494873
	Iteration 34Q: 3 clusters Score -1162854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1162853.000000 Penalty: 2737.494873
	Iteration 35Q: 3 clusters Score -1162853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1162854.125000 Penalty: 2737.494873
	Iteration 36Q: 3 clusters Score -1162854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1162854.125000 Penalty: 2737.494873
	Iteration 37F: 3 clusters Score -1162854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Entering Unmasked Estep 
Score: -1192980.375000 Penalty: 1385.570923
	Iteration 0F: 2 clusters Score -1192980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1185631.875000 Penalty: 2771.141846
	Iteration 0F: 3 clusters Score -1185632 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1188006.500000 Penalty: 2771.141846
	Iteration 1F: 3 clusters Score -1188006 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1188334.000000 Penalty: 2771.141846
	Iteration 2F: 3 clusters Score -1188334 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1188543.000000 Penalty: 2771.141846
	Iteration 3Q: 3 clusters Score -1188543 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1188767.750000 Penalty: 2771.141846
	Iteration 4Q: 3 clusters Score -1188768 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1189006.750000 Penalty: 2771.141846
	Iteration 5Q: 3 clusters Score -1189007 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1189288.750000 Penalty: 2771.141846
	Iteration 6Q: 3 clusters Score -1189289 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1189586.500000 Penalty: 2771.141846
	Iteration 7Q: 3 clusters Score -1189586 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1189924.125000 Penalty: 2771.141846
	Iteration 8Q: 3 clusters Score -1189924 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1190312.250000 Penalty: 2771.141846
	Iteration 9Q: 3 clusters Score -1190312 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1190677.000000 Penalty: 2771.141846
	Iteration 10Q: 3 clusters Score -1190677 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1190960.000000 Penalty: 2771.141846
	Iteration 11Q: 3 clusters Score -1190960 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1191194.750000 Penalty: 2771.141846
	Iteration 12Q: 3 clusters Score -1191195 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1191369.125000 Penalty: 2771.141846
	Iteration 13Q: 3 clusters Score -1191369 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1191506.250000 Penalty: 2771.141846
	Iteration 14Q: 3 clusters Score -1191506 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1191628.500000 Penalty: 2771.141846
	Iteration 15Q: 3 clusters Score -1191628 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1191728.500000 Penalty: 2771.141846
	Iteration 16Q: 3 clusters Score -1191728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1191795.625000 Penalty: 2771.141846
	Iteration 17Q: 3 clusters Score -1191796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1191844.250000 Penalty: 2771.141846
	Iteration 18Q: 3 clusters Score -1191844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1191898.125000 Penalty: 2771.141846
	Iteration 19Q: 3 clusters Score -1191898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1191937.375000 Penalty: 2771.141846
	Iteration 20F: 3 clusters Score -1191937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1191962.500000 Penalty: 2771.141846
	Iteration 21Q: 3 clusters Score -1191962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1192001.500000 Penalty: 2771.141846
	Iteration 22Q: 3 clusters Score -1192002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1192035.625000 Penalty: 2771.141846
	Iteration 23Q: 3 clusters Score -1192036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1192070.625000 Penalty: 2771.141846
	Iteration 24Q: 3 clusters Score -1192071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1192097.125000 Penalty: 2771.141846
	Iteration 25Q: 3 clusters Score -1192097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1192118.375000 Penalty: 2771.141846
	Iteration 26Q: 3 clusters Score -1192118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1192136.875000 Penalty: 2771.141846
	Iteration 27Q: 3 clusters Score -1192137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1192151.125000 Penalty: 2771.141846
	Iteration 28Q: 3 clusters Score -1192151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1192157.750000 Penalty: 2771.141846
	Iteration 29Q: 3 clusters Score -1192158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1192169.625000 Penalty: 2771.141846
	Iteration 30Q: 3 clusters Score -1192170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1192173.500000 Penalty: 2771.141846
	Iteration 31Q: 3 clusters Score -1192174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1192179.500000 Penalty: 2771.141846
	Iteration 32Q: 3 clusters Score -1192180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1192185.250000 Penalty: 2771.141846
	Iteration 33Q: 3 clusters Score -1192185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1192188.375000 Penalty: 2771.141846
	Iteration 34Q: 3 clusters Score -1192188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1192188.875000 Penalty: 2771.141846
	Iteration 35Q: 3 clusters Score -1192189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1192188.875000 Penalty: 2771.141846
	Iteration 36F: 3 clusters Score -1192189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Entering Unmasked Estep 
Score: -13190697.000000 Penalty: 1732.939819
	Iteration 0F: 2 clusters Score -1.31907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -13121600.000000 Penalty: 3465.879639
	Iteration 0F: 3 clusters Score -1.31216e+07 nChanged 54364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -13152790.000000 Penalty: 3465.879639
	Iteration 1F: 3 clusters Score -1.315279e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -13153898.000000 Penalty: 3465.879639
	Iteration 2Q: 3 clusters Score -1.31539e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -13155482.000000 Penalty: 3465.879639
	Iteration 3Q: 3 clusters Score -1.315548e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -13157791.000000 Penalty: 3465.879639
	Iteration 4Q: 3 clusters Score -1.315779e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -13160661.000000 Penalty: 3465.879639
	Iteration 5F: 3 clusters Score -1.316066e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -13164545.000000 Penalty: 3465.879639
	Iteration 6F: 3 clusters Score -1.316454e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -13169020.000000 Penalty: 3465.879639
	Iteration 7F: 3 clusters Score -1.316902e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -13173111.000000 Penalty: 3465.879639
	Iteration 8F: 3 clusters Score -1.317311e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -13176568.000000 Penalty: 3465.879639
	Iteration 9F: 3 clusters Score -1.317657e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -13178971.000000 Penalty: 3465.879639
	Iteration 10Q: 3 clusters Score -1.317897e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -13180283.000000 Penalty: 3465.879639
	Iteration 11Q: 3 clusters Score -1.318028e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -13180951.000000 Penalty: 3465.879639
	Iteration 12Q: 3 clusters Score -1.318095e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -13181419.000000 Penalty: 3465.879639
	Iteration 13Q: 3 clusters Score -1.318142e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -13181851.000000 Penalty: 3465.879639
	Iteration 14Q: 3 clusters Score -1.318185e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -13182198.000000 Penalty: 3465.879639
	Iteration 15Q: 3 clusters Score -1.31822e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -13182528.000000 Penalty: 3465.879639
	Iteration 16Q: 3 clusters Score -1.318253e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -13182806.000000 Penalty: 3465.879639
	Iteration 17Q: 3 clusters Score -1.318281e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -13183162.000000 Penalty: 3465.879639
	Iteration 18Q: 3 clusters Score -1.318316e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -13183554.000000 Penalty: 3465.879639
	Iteration 19Q: 3 clusters Score -1.318355e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -13183836.000000 Penalty: 3465.879639
	Iteration 20F: 3 clusters Score -1.318384e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -13184299.000000 Penalty: 3465.879639
	Iteration 21Q: 3 clusters Score -1.31843e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -13184618.000000 Penalty: 3465.879639
	Iteration 22Q: 3 clusters Score -1.318462e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -13184958.000000 Penalty: 3465.879639
	Iteration 23Q: 3 clusters Score -1.318496e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -13185260.000000 Penalty: 3465.879639
	Iteration 24Q: 3 clusters Score -1.318526e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -13185605.000000 Penalty: 3465.879639
	Iteration 25Q: 3 clusters Score -1.31856e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -13186003.000000 Penalty: 3465.879639
	Iteration 26Q: 3 clusters Score -1.3186e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -13186429.000000 Penalty: 3465.879639
	Iteration 27Q: 3 clusters Score -1.318643e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -13186705.000000 Penalty: 3465.879639
	Iteration 28Q: 3 clusters Score -1.31867e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -13187022.000000 Penalty: 3465.879639
	Iteration 29Q: 3 clusters Score -1.318702e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -13187376.000000 Penalty: 3465.879639
	Iteration 30Q: 3 clusters Score -1.318738e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -13187605.000000 Penalty: 3465.879639
	Iteration 31Q: 3 clusters Score -1.31876e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -13187901.000000 Penalty: 3465.879639
	Iteration 32Q: 3 clusters Score -1.31879e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109787 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -13188141.000000 Penalty: 3465.879639
	Iteration 33Q: 3 clusters Score -1.318814e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -13188376.000000 Penalty: 3465.879639
	Iteration 34Q: 3 clusters Score -1.318838e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -13188561.000000 Penalty: 3465.879639
	Iteration 35Q: 3 clusters Score -1.318856e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -13188778.000000 Penalty: 3465.879639
	Iteration 36Q: 3 clusters Score -1.318878e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -13188939.000000 Penalty: 3465.879639
	Iteration 37Q: 3 clusters Score -1.318894e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13189109.000000 Penalty: 3465.879639
	Iteration 38Q: 3 clusters Score -1.318911e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13189250.000000 Penalty: 3465.879639
	Iteration 39Q: 3 clusters Score -1.318925e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13189339.000000 Penalty: 3465.879639
	Iteration 40F: 3 clusters Score -1.318934e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13189452.000000 Penalty: 3465.879639
	Iteration 41Q: 3 clusters Score -1.318945e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13189507.000000 Penalty: 3465.879639
	Iteration 42Q: 3 clusters Score -1.318951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13189556.000000 Penalty: 3465.879639
	Iteration 43Q: 3 clusters Score -1.318956e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -13189582.000000 Penalty: 3465.879639
	Iteration 44Q: 3 clusters Score -1.318958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112685 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13189599.000000 Penalty: 3465.879639
	Iteration 45Q: 3 clusters Score -1.31896e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13189622.000000 Penalty: 3465.879639
	Iteration 46Q: 3 clusters Score -1.318962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13189644.000000 Penalty: 3465.879639
	Iteration 47Q: 3 clusters Score -1.318964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13189671.000000 Penalty: 3465.879639
	Iteration 48Q: 3 clusters Score -1.318967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13189674.000000 Penalty: 3465.879639
	Iteration 49Q: 3 clusters Score -1.318967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13189691.000000 Penalty: 3465.879639
	Iteration 50Q: 3 clusters Score -1.318969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13189693.000000 Penalty: 3465.879639
	Iteration 51Q: 3 clusters Score -1.318969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13189709.000000 Penalty: 3465.879639
	Iteration 52Q: 3 clusters Score -1.318971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112885 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13189723.000000 Penalty: 3465.879639
	Iteration 53Q: 3 clusters Score -1.318972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13189723.000000 Penalty: 3465.879639
	Iteration 54Q: 3 clusters Score -1.318972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13189727.000000 Penalty: 3465.879639
	Iteration 55Q: 3 clusters Score -1.318973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13189742.000000 Penalty: 3465.879639
	Iteration 56Q: 3 clusters Score -1.318974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13189738.000000 Penalty: 3465.879639
	Iteration 57Q: 3 clusters Score -1.318974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13189741.000000 Penalty: 3465.879639
	Iteration 58Q: 3 clusters Score -1.318974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112939 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13189742.000000 Penalty: 3465.879639
	Iteration 59Q: 3 clusters Score -1.318974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13189744.000000 Penalty: 3465.879639
	Iteration 60F: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13189735.000000 Penalty: 3465.879639
	Iteration 61Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13189733.000000 Penalty: 3465.879639
	Iteration 62Q: 3 clusters Score -1.318973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13189737.000000 Penalty: 3465.879639
	Iteration 63Q: 3 clusters Score -1.318974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13189724.000000 Penalty: 3465.879639
	Iteration 64Q: 3 clusters Score -1.318972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13189742.000000 Penalty: 3465.879639
	Iteration 65Q: 3 clusters Score -1.318974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -13189737.000000 Penalty: 3465.879639
	Iteration 66Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13189736.000000 Penalty: 3465.879639
	Iteration 67Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13189737.000000 Penalty: 3465.879639
	Iteration 68Q: 3 clusters Score -1.318974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13189735.000000 Penalty: 3465.879639
	Iteration 69Q: 3 clusters Score -1.318974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13189736.000000 Penalty: 3465.879639
	Iteration 70Q: 3 clusters Score -1.318974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13189743.000000 Penalty: 3465.879639
	Iteration 71Q: 3 clusters Score -1.318974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112958 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13189730.000000 Penalty: 3465.879639
	Iteration 72Q: 3 clusters Score -1.318973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13189738.000000 Penalty: 3465.879639
	Iteration 73Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13189743.000000 Penalty: 3465.879639
	Iteration 74Q: 3 clusters Score -1.318974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13189745.000000 Penalty: 3465.879639
	Iteration 75Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112966 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13189743.000000 Penalty: 3465.879639
	Iteration 76Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13189741.000000 Penalty: 3465.879639
	Iteration 77Q: 3 clusters Score -1.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13189744.000000 Penalty: 3465.879639
	Iteration 78Q: 3 clusters Score -1.318974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13189752.000000 Penalty: 3465.879639
	Iteration 79Q: 3 clusters Score -1.318975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13189747.000000 Penalty: 3465.879639
	Iteration 80F: 3 clusters Score -1.318975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13189752.000000 Penalty: 3465.879639
	Iteration 81Q: 3 clusters Score -1.318975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13189771.000000 Penalty: 3465.879639
	Iteration 82Q: 3 clusters Score -1.318977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13189755.000000 Penalty: 3465.879639
	Iteration 83Q: 3 clusters Score -1.318976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13189740.000000 Penalty: 3465.879639
	Iteration 84Q: 3 clusters Score -1.318974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13189743.000000 Penalty: 3465.879639
	Iteration 85Q: 3 clusters Score -1.318974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13189743.000000 Penalty: 3465.879639
	Iteration 86Q: 3 clusters Score -1.318974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13189743.000000 Penalty: 3465.879639
	Iteration 87F: 3 clusters Score -1.318974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -712510.437500 Penalty: 1302.853760
	Iteration 0F: 2 clusters Score -712510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -708008.375000 Penalty: 2605.707520
	Iteration 0F: 3 clusters Score -708008.4 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -709348.687500 Penalty: 2605.707520
	Iteration 1F: 3 clusters Score -709348.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -709635.562500 Penalty: 2605.707520
	Iteration 2F: 3 clusters Score -709635.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -709839.375000 Penalty: 2605.707520
	Iteration 3F: 3 clusters Score -709839.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -710018.375000 Penalty: 2605.707520
	Iteration 4Q: 3 clusters Score -710018.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -710195.437500 Penalty: 2605.707520
	Iteration 5Q: 3 clusters Score -710195.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -710347.187500 Penalty: 2605.707520
	Iteration 6Q: 3 clusters Score -710347.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -710502.750000 Penalty: 2605.707520
	Iteration 7Q: 3 clusters Score -710502.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -710643.187500 Penalty: 2605.707520
	Iteration 8Q: 3 clusters Score -710643.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -710785.187500 Penalty: 2605.707520
	Iteration 9Q: 3 clusters Score -710785.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -710909.750000 Penalty: 2605.707520
	Iteration 10Q: 3 clusters Score -710909.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -711015.875000 Penalty: 2605.707520
	Iteration 11Q: 3 clusters Score -711015.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -711099.875000 Penalty: 2605.707520
	Iteration 12Q: 3 clusters Score -711099.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -711195.312500 Penalty: 2605.707520
	Iteration 13Q: 3 clusters Score -711195.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -711279.875000 Penalty: 2605.707520
	Iteration 14Q: 3 clusters Score -711279.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -711353.875000 Penalty: 2605.707520
	Iteration 15Q: 3 clusters Score -711353.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -711414.000000 Penalty: 2605.707520
	Iteration 16Q: 3 clusters Score -711414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -711463.750000 Penalty: 2605.707520
	Iteration 17Q: 3 clusters Score -711463.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -711509.125000 Penalty: 2605.707520
	Iteration 18Q: 3 clusters Score -711509.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -711537.625000 Penalty: 2605.707520
	Iteration 19Q: 3 clusters Score -711537.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -711560.437500 Penalty: 2605.707520
	Iteration 20F: 3 clusters Score -711560.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -711576.750000 Penalty: 2605.707520
	Iteration 21Q: 3 clusters Score -711576.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -711591.000000 Penalty: 2605.707520
	Iteration 22Q: 3 clusters Score -711591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -711599.000000 Penalty: 2605.707520
	Iteration 23Q: 3 clusters Score -711599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -711604.875000 Penalty: 2605.707520
	Iteration 24Q: 3 clusters Score -711604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -711611.187500 Penalty: 2605.707520
	Iteration 25Q: 3 clusters Score -711611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -711614.187500 Penalty: 2605.707520
	Iteration 26Q: 3 clusters Score -711614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -711617.625000 Penalty: 2605.707520
	Iteration 27Q: 3 clusters Score -711617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -711621.375000 Penalty: 2605.707520
	Iteration 28Q: 3 clusters Score -711621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -711625.750000 Penalty: 2605.707520
	Iteration 29Q: 3 clusters Score -711625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -711628.500000 Penalty: 2605.707520
	Iteration 30Q: 3 clusters Score -711628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -711627.625000 Penalty: 2605.707520
	Iteration 31Q: 3 clusters Score -711627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -711629.562500 Penalty: 2605.707520
	Iteration 32Q: 3 clusters Score -711629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -711630.062500 Penalty: 2605.707520
	Iteration 33Q: 3 clusters Score -711630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -711630.062500 Penalty: 2605.707520
	Iteration 34F: 3 clusters Score -711630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25491.568359 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25491.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25715.894531 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25715.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25824.257812 Penalty: 1755.809570
	Iteration 2F: 3 clusters Score -25824.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25843.832031 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25843.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25855.910156 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25855.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25864.308594 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25864.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25865.916016 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25865.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25865.916016 Penalty: 1755.809570
	Iteration 7F: 3 clusters Score -25865.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -513335.687500 Penalty: 1252.899170
	Iteration 0F: 2 clusters Score -513335.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -509926.937500 Penalty: 2505.798340
	Iteration 0F: 3 clusters Score -509926.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -511003.656250 Penalty: 2505.798340
	Iteration 1F: 3 clusters Score -511003.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -511237.687500 Penalty: 2505.798340
	Iteration 2F: 3 clusters Score -511237.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -511360.937500 Penalty: 2505.798340
	Iteration 3F: 3 clusters Score -511360.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -511440.718750 Penalty: 2505.798340
	Iteration 4Q: 3 clusters Score -511440.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -511500.343750 Penalty: 2505.798340
	Iteration 5Q: 3 clusters Score -511500.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -511548.500000 Penalty: 2505.798340
	Iteration 6Q: 3 clusters Score -511548.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -511590.218750 Penalty: 2505.798340
	Iteration 7Q: 3 clusters Score -511590.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -511621.593750 Penalty: 2505.798340
	Iteration 8Q: 3 clusters Score -511621.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -511656.250000 Penalty: 2505.798340
	Iteration 9Q: 3 clusters Score -511656.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -511693.375000 Penalty: 2505.798340
	Iteration 10Q: 3 clusters Score -511693.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -511722.375000 Penalty: 2505.798340
	Iteration 11Q: 3 clusters Score -511722.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -511745.750000 Penalty: 2505.798340
	Iteration 12Q: 3 clusters Score -511745.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -511768.812500 Penalty: 2505.798340
	Iteration 13Q: 3 clusters Score -511768.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -511791.218750 Penalty: 2505.798340
	Iteration 14Q: 3 clusters Score -511791.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -511807.593750 Penalty: 2505.798340
	Iteration 15Q: 3 clusters Score -511807.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -511822.875000 Penalty: 2505.798340
	Iteration 16Q: 3 clusters Score -511822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -511835.500000 Penalty: 2505.798340
	Iteration 17Q: 3 clusters Score -511835.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -511842.281250 Penalty: 2505.798340
	Iteration 18Q: 3 clusters Score -511842.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -511855.031250 Penalty: 2505.798340
	Iteration 19Q: 3 clusters Score -511855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -511862.031250 Penalty: 2505.798340
	Iteration 20F: 3 clusters Score -511862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -511875.125000 Penalty: 2505.798340
	Iteration 21Q: 3 clusters Score -511875.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -511893.500000 Penalty: 2505.798340
	Iteration 22Q: 3 clusters Score -511893.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -511911.906250 Penalty: 2505.798340
	Iteration 23Q: 3 clusters Score -511911.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -511929.593750 Penalty: 2505.798340
	Iteration 24Q: 3 clusters Score -511929.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -511941.312500 Penalty: 2505.798340
	Iteration 25Q: 3 clusters Score -511941.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -511952.531250 Penalty: 2505.798340
	Iteration 26Q: 3 clusters Score -511952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -511957.937500 Penalty: 2505.798340
	Iteration 27Q: 3 clusters Score -511957.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -511962.437500 Penalty: 2505.798340
	Iteration 28Q: 3 clusters Score -511962.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -511967.375000 Penalty: 2505.798340
	Iteration 29Q: 3 clusters Score -511967.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -511971.000000 Penalty: 2505.798340
	Iteration 30Q: 3 clusters Score -511971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -511978.281250 Penalty: 2505.798340
	Iteration 31Q: 3 clusters Score -511978.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -511984.218750 Penalty: 2505.798340
	Iteration 32Q: 3 clusters Score -511984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -511988.218750 Penalty: 2505.798340
	Iteration 33Q: 3 clusters Score -511988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -511993.906250 Penalty: 2505.798340
	Iteration 34Q: 3 clusters Score -511993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -511997.062500 Penalty: 2505.798340
	Iteration 35Q: 3 clusters Score -511997.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -512000.718750 Penalty: 2505.798340
	Iteration 36Q: 3 clusters Score -512000.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -512005.718750 Penalty: 2505.798340
	Iteration 37Q: 3 clusters Score -512005.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -512010.718750 Penalty: 2505.798340
	Iteration 38Q: 3 clusters Score -512010.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -512016.781250 Penalty: 2505.798340
	Iteration 39Q: 3 clusters Score -512016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -512019.562500 Penalty: 2505.798340
	Iteration 40F: 3 clusters Score -512019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -512022.156250 Penalty: 2505.798340
	Iteration 41Q: 3 clusters Score -512022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -512025.437500 Penalty: 2505.798340
	Iteration 42Q: 3 clusters Score -512025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -512026.937500 Penalty: 2505.798340
	Iteration 43Q: 3 clusters Score -512026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -512030.156250 Penalty: 2505.798340
	Iteration 44Q: 3 clusters Score -512030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -512033.218750 Penalty: 2505.798340
	Iteration 45Q: 3 clusters Score -512033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -512034.718750 Penalty: 2505.798340
	Iteration 46Q: 3 clusters Score -512034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -512037.093750 Penalty: 2505.798340
	Iteration 47Q: 3 clusters Score -512037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -512038.593750 Penalty: 2505.798340
	Iteration 48Q: 3 clusters Score -512038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -512041.750000 Penalty: 2505.798340
	Iteration 49Q: 3 clusters Score -512041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -512044.062500 Penalty: 2505.798340
	Iteration 50Q: 3 clusters Score -512044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -512046.906250 Penalty: 2505.798340
	Iteration 51Q: 3 clusters Score -512046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512047.843750 Penalty: 2505.798340
	Iteration 52Q: 3 clusters Score -512047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -512048.750000 Penalty: 2505.798340
	Iteration 53Q: 3 clusters Score -512048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -512051.218750 Penalty: 2505.798340
	Iteration 54Q: 3 clusters Score -512051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -512055.406250 Penalty: 2505.798340
	Iteration 55Q: 3 clusters Score -512055.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -512059.218750 Penalty: 2505.798340
	Iteration 56Q: 3 clusters Score -512059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -512063.343750 Penalty: 2505.798340
	Iteration 57Q: 3 clusters Score -512063.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -512072.656250 Penalty: 2505.798340
	Iteration 58Q: 3 clusters Score -512072.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -512082.531250 Penalty: 2505.798340
	Iteration 59Q: 3 clusters Score -512082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -512091.000000 Penalty: 2505.798340
	Iteration 60F: 3 clusters Score -512091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -512099.125000 Penalty: 2505.798340
	Iteration 61Q: 3 clusters Score -512099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -512111.812500 Penalty: 2505.798340
	Iteration 62Q: 3 clusters Score -512111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -512122.500000 Penalty: 2505.798340
	Iteration 63Q: 3 clusters Score -512122.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -512127.906250 Penalty: 2505.798340
	Iteration 64Q: 3 clusters Score -512127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -512132.781250 Penalty: 2505.798340
	Iteration 65Q: 3 clusters Score -512132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -512138.125000 Penalty: 2505.798340
	Iteration 66Q: 3 clusters Score -512138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -512142.093750 Penalty: 2505.798340
	Iteration 67Q: 3 clusters Score -512142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -512145.750000 Penalty: 2505.798340
	Iteration 68Q: 3 clusters Score -512145.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -512147.187500 Penalty: 2505.798340
	Iteration 69Q: 3 clusters Score -512147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -512148.062500 Penalty: 2505.798340
	Iteration 70Q: 3 clusters Score -512148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -512149.375000 Penalty: 2505.798340
	Iteration 71Q: 3 clusters Score -512149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -512152.281250 Penalty: 2505.798340
	Iteration 72Q: 3 clusters Score -512152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -512152.281250 Penalty: 2505.798340
	Iteration 73Q: 3 clusters Score -512152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -512153.343750 Penalty: 2505.798340
	Iteration 74Q: 3 clusters Score -512153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -512155.281250 Penalty: 2505.798340
	Iteration 75Q: 3 clusters Score -512155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -512156.687500 Penalty: 2505.798340
	Iteration 76Q: 3 clusters Score -512156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -512158.562500 Penalty: 2505.798340
	Iteration 77Q: 3 clusters Score -512158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -512160.875000 Penalty: 2505.798340
	Iteration 78Q: 3 clusters Score -512160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -512162.093750 Penalty: 2505.798340
	Iteration 79Q: 3 clusters Score -512162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -512165.437500 Penalty: 2505.798340
	Iteration 80F: 3 clusters Score -512165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -512169.218750 Penalty: 2505.798340
	Iteration 81Q: 3 clusters Score -512169.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -512172.906250 Penalty: 2505.798340
	Iteration 82Q: 3 clusters Score -512172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -512177.875000 Penalty: 2505.798340
	Iteration 83Q: 3 clusters Score -512177.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -512182.312500 Penalty: 2505.798340
	Iteration 84Q: 3 clusters Score -512182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -512184.500000 Penalty: 2505.798340
	Iteration 85Q: 3 clusters Score -512184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -512187.093750 Penalty: 2505.798340
	Iteration 86Q: 3 clusters Score -512187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -512192.093750 Penalty: 2505.798340
	Iteration 87Q: 3 clusters Score -512192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -512195.812500 Penalty: 2505.798340
	Iteration 88Q: 3 clusters Score -512195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -512198.093750 Penalty: 2505.798340
	Iteration 89Q: 3 clusters Score -512198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -512198.968750 Penalty: 2505.798340
	Iteration 90Q: 3 clusters Score -512199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -512199.312500 Penalty: 2505.798340
	Iteration 91Q: 3 clusters Score -512199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -512200.218750 Penalty: 2505.798340
	Iteration 92Q: 3 clusters Score -512200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -512201.281250 Penalty: 2505.798340
	Iteration 93Q: 3 clusters Score -512201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -512202.187500 Penalty: 2505.798340
	Iteration 94Q: 3 clusters Score -512202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -512202.156250 Penalty: 2505.798340
	Iteration 95Q: 3 clusters Score -512202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -512202.625000 Penalty: 2505.798340
	Iteration 96Q: 3 clusters Score -512202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -512203.937500 Penalty: 2505.798340
	Iteration 97Q: 3 clusters Score -512203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -512207.031250 Penalty: 2505.798340
	Iteration 98Q: 3 clusters Score -512207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -512208.187500 Penalty: 2505.798340
	Iteration 99Q: 3 clusters Score -512208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -512209.687500 Penalty: 2505.798340
	Iteration 100F: 3 clusters Score -512209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -512209.687500 Penalty: 2505.798340
	Iteration 101Q: 3 clusters Score -512209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -512210.718750 Penalty: 2505.798340
	Iteration 102Q: 3 clusters Score -512210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -512210.906250 Penalty: 2505.798340
	Iteration 103Q: 3 clusters Score -512210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -512211.281250 Penalty: 2505.798340
	Iteration 104Q: 3 clusters Score -512211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -512212.312500 Penalty: 2505.798340
	Iteration 105Q: 3 clusters Score -512212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -512212.437500 Penalty: 2505.798340
	Iteration 106Q: 3 clusters Score -512212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -512212.500000 Penalty: 2505.798340
	Iteration 107Q: 3 clusters Score -512212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -512212.500000 Penalty: 2505.798340
	Iteration 108F: 3 clusters Score -512212.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -430505.125000 Penalty: 1232.583984
	Iteration 0F: 2 clusters Score -430505.1 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 2005 members 
Entering Unmasked Estep 
Score: -427423.656250 Penalty: 2465.167969
	Iteration 0F: 3 clusters Score -427423.7 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -428306.968750 Penalty: 2465.167969
	Iteration 1F: 3 clusters Score -428307 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -428532.375000 Penalty: 2465.167969
	Iteration 2F: 3 clusters Score -428532.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -428693.843750 Penalty: 2465.167969
	Iteration 3F: 3 clusters Score -428693.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -428791.406250 Penalty: 2465.167969
	Iteration 4Q: 3 clusters Score -428791.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -428845.593750 Penalty: 2465.167969
	Iteration 5Q: 3 clusters Score -428845.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -428882.312500 Penalty: 2465.167969
	Iteration 6Q: 3 clusters Score -428882.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -428918.156250 Penalty: 2465.167969
	Iteration 7Q: 3 clusters Score -428918.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -428945.187500 Penalty: 2465.167969
	Iteration 8Q: 3 clusters Score -428945.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -428964.781250 Penalty: 2465.167969
	Iteration 9Q: 3 clusters Score -428964.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -428985.156250 Penalty: 2465.167969
	Iteration 10Q: 3 clusters Score -428985.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -429000.500000 Penalty: 2465.167969
	Iteration 11Q: 3 clusters Score -429000.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -429012.531250 Penalty: 2465.167969
	Iteration 12Q: 3 clusters Score -429012.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -429026.968750 Penalty: 2465.167969
	Iteration 13Q: 3 clusters Score -429027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -429043.906250 Penalty: 2465.167969
	Iteration 14Q: 3 clusters Score -429043.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -429056.687500 Penalty: 2465.167969
	Iteration 15Q: 3 clusters Score -429056.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -429070.062500 Penalty: 2465.167969
	Iteration 16Q: 3 clusters Score -429070.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -429085.968750 Penalty: 2465.167969
	Iteration 17Q: 3 clusters Score -429086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -429099.968750 Penalty: 2465.167969
	Iteration 18Q: 3 clusters Score -429100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -429110.812500 Penalty: 2465.167969
	Iteration 19Q: 3 clusters Score -429110.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -429121.625000 Penalty: 2465.167969
	Iteration 20F: 3 clusters Score -429121.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -429131.562500 Penalty: 2465.167969
	Iteration 21Q: 3 clusters Score -429131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -429138.000000 Penalty: 2465.167969
	Iteration 22Q: 3 clusters Score -429138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -429147.968750 Penalty: 2465.167969
	Iteration 23Q: 3 clusters Score -429148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -429161.843750 Penalty: 2465.167969
	Iteration 24Q: 3 clusters Score -429161.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -429169.687500 Penalty: 2465.167969
	Iteration 25Q: 3 clusters Score -429169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -429174.906250 Penalty: 2465.167969
	Iteration 26Q: 3 clusters Score -429174.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -429183.937500 Penalty: 2465.167969
	Iteration 27Q: 3 clusters Score -429183.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -429192.750000 Penalty: 2465.167969
	Iteration 28Q: 3 clusters Score -429192.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -429199.562500 Penalty: 2465.167969
	Iteration 29Q: 3 clusters Score -429199.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -429204.093750 Penalty: 2465.167969
	Iteration 30Q: 3 clusters Score -429204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -429207.875000 Penalty: 2465.167969
	Iteration 31Q: 3 clusters Score -429207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -429212.468750 Penalty: 2465.167969
	Iteration 32Q: 3 clusters Score -429212.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -429217.968750 Penalty: 2465.167969
	Iteration 33Q: 3 clusters Score -429218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -429218.937500 Penalty: 2465.167969
	Iteration 34Q: 3 clusters Score -429218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -429220.218750 Penalty: 2465.167969
	Iteration 35Q: 3 clusters Score -429220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -429221.750000 Penalty: 2465.167969
	Iteration 36Q: 3 clusters Score -429221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -429223.437500 Penalty: 2465.167969
	Iteration 37Q: 3 clusters Score -429223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -429225.031250 Penalty: 2465.167969
	Iteration 38Q: 3 clusters Score -429225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -429226.593750 Penalty: 2465.167969
	Iteration 39Q: 3 clusters Score -429226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -429229.218750 Penalty: 2465.167969
	Iteration 40F: 3 clusters Score -429229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -429230.500000 Penalty: 2465.167969
	Iteration 41Q: 3 clusters Score -429230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -429234.218750 Penalty: 2465.167969
	Iteration 42Q: 3 clusters Score -429234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -429237.343750 Penalty: 2465.167969
	Iteration 43Q: 3 clusters Score -429237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -429242.593750 Penalty: 2465.167969
	Iteration 44Q: 3 clusters Score -429242.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -429249.031250 Penalty: 2465.167969
	Iteration 45Q: 3 clusters Score -429249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -429255.312500 Penalty: 2465.167969
	Iteration 46Q: 3 clusters Score -429255.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -429259.875000 Penalty: 2465.167969
	Iteration 47Q: 3 clusters Score -429259.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -429266.875000 Penalty: 2465.167969
	Iteration 48Q: 3 clusters Score -429266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -429271.625000 Penalty: 2465.167969
	Iteration 49Q: 3 clusters Score -429271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -429277.718750 Penalty: 2465.167969
	Iteration 50Q: 3 clusters Score -429277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -429285.687500 Penalty: 2465.167969
	Iteration 51Q: 3 clusters Score -429285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -429293.656250 Penalty: 2465.167969
	Iteration 52Q: 3 clusters Score -429293.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -429297.687500 Penalty: 2465.167969
	Iteration 53Q: 3 clusters Score -429297.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -429301.968750 Penalty: 2465.167969
	Iteration 54Q: 3 clusters Score -429302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -429303.625000 Penalty: 2465.167969
	Iteration 55Q: 3 clusters Score -429303.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -429308.281250 Penalty: 2465.167969
	Iteration 56Q: 3 clusters Score -429308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -429311.875000 Penalty: 2465.167969
	Iteration 57Q: 3 clusters Score -429311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -429316.250000 Penalty: 2465.167969
	Iteration 58Q: 3 clusters Score -429316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -429321.343750 Penalty: 2465.167969
	Iteration 59Q: 3 clusters Score -429321.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -429324.937500 Penalty: 2465.167969
	Iteration 60F: 3 clusters Score -429324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -429327.375000 Penalty: 2465.167969
	Iteration 61Q: 3 clusters Score -429327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -429328.187500 Penalty: 2465.167969
	Iteration 62Q: 3 clusters Score -429328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -429328.218750 Penalty: 2465.167969
	Iteration 63Q: 3 clusters Score -429328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -429331.093750 Penalty: 2465.167969
	Iteration 64Q: 3 clusters Score -429331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -429334.468750 Penalty: 2465.167969
	Iteration 65Q: 3 clusters Score -429334.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -429335.937500 Penalty: 2465.167969
	Iteration 66Q: 3 clusters Score -429335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -429339.375000 Penalty: 2465.167969
	Iteration 67Q: 3 clusters Score -429339.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -429343.093750 Penalty: 2465.167969
	Iteration 68Q: 3 clusters Score -429343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -429350.531250 Penalty: 2465.167969
	Iteration 69Q: 3 clusters Score -429350.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -429357.406250 Penalty: 2465.167969
	Iteration 70Q: 3 clusters Score -429357.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -429364.968750 Penalty: 2465.167969
	Iteration 71Q: 3 clusters Score -429365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -429369.406250 Penalty: 2465.167969
	Iteration 72Q: 3 clusters Score -429369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -429374.000000 Penalty: 2465.167969
	Iteration 73Q: 3 clusters Score -429374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -429379.312500 Penalty: 2465.167969
	Iteration 74Q: 3 clusters Score -429379.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -429389.093750 Penalty: 2465.167969
	Iteration 75Q: 3 clusters Score -429389.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -429397.375000 Penalty: 2465.167969
	Iteration 76Q: 3 clusters Score -429397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -429404.187500 Penalty: 2465.167969
	Iteration 77Q: 3 clusters Score -429404.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -429411.500000 Penalty: 2465.167969
	Iteration 78Q: 3 clusters Score -429411.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -429419.656250 Penalty: 2465.167969
	Iteration 79Q: 3 clusters Score -429419.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -429427.906250 Penalty: 2465.167969
	Iteration 80F: 3 clusters Score -429427.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -429433.312500 Penalty: 2465.167969
	Iteration 81Q: 3 clusters Score -429433.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -429439.781250 Penalty: 2465.167969
	Iteration 82Q: 3 clusters Score -429439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -429443.593750 Penalty: 2465.167969
	Iteration 83Q: 3 clusters Score -429443.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -429449.000000 Penalty: 2465.167969
	Iteration 84Q: 3 clusters Score -429449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -429453.687500 Penalty: 2465.167969
	Iteration 85Q: 3 clusters Score -429453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -429459.156250 Penalty: 2465.167969
	Iteration 86Q: 3 clusters Score -429459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -429464.156250 Penalty: 2465.167969
	Iteration 87Q: 3 clusters Score -429464.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -429471.250000 Penalty: 2465.167969
	Iteration 88Q: 3 clusters Score -429471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -429479.312500 Penalty: 2465.167969
	Iteration 89Q: 3 clusters Score -429479.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -429488.656250 Penalty: 2465.167969
	Iteration 90Q: 3 clusters Score -429488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -429493.218750 Penalty: 2465.167969
	Iteration 91Q: 3 clusters Score -429493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -429498.375000 Penalty: 2465.167969
	Iteration 92Q: 3 clusters Score -429498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -429502.593750 Penalty: 2465.167969
	Iteration 93Q: 3 clusters Score -429502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -429506.531250 Penalty: 2465.167969
	Iteration 94Q: 3 clusters Score -429506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -429509.156250 Penalty: 2465.167969
	Iteration 95Q: 3 clusters Score -429509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -429514.968750 Penalty: 2465.167969
	Iteration 96Q: 3 clusters Score -429515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -429519.781250 Penalty: 2465.167969
	Iteration 97Q: 3 clusters Score -429519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -429522.312500 Penalty: 2465.167969
	Iteration 98Q: 3 clusters Score -429522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -429525.718750 Penalty: 2465.167969
	Iteration 99Q: 3 clusters Score -429525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -429528.906250 Penalty: 2465.167969
	Iteration 100F: 3 clusters Score -429528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -429529.812500 Penalty: 2465.167969
	Iteration 101Q: 3 clusters Score -429529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -429531.406250 Penalty: 2465.167969
	Iteration 102Q: 3 clusters Score -429531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -429533.437500 Penalty: 2465.167969
	Iteration 103Q: 3 clusters Score -429533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -429534.187500 Penalty: 2465.167969
	Iteration 104Q: 3 clusters Score -429534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -429537.281250 Penalty: 2465.167969
	Iteration 105Q: 3 clusters Score -429537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -429539.031250 Penalty: 2465.167969
	Iteration 106Q: 3 clusters Score -429539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -429540.968750 Penalty: 2465.167969
	Iteration 107Q: 3 clusters Score -429541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -429542.968750 Penalty: 2465.167969
	Iteration 108Q: 3 clusters Score -429543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -429543.625000 Penalty: 2465.167969
	Iteration 109Q: 3 clusters Score -429543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -429545.593750 Penalty: 2465.167969
	Iteration 110Q: 3 clusters Score -429545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -429547.843750 Penalty: 2465.167969
	Iteration 111Q: 3 clusters Score -429547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -429548.281250 Penalty: 2465.167969
	Iteration 112Q: 3 clusters Score -429548.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -429548.281250 Penalty: 2465.167969
	Iteration 113F: 3 clusters Score -429548.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -305618.531250 Penalty: 1199.643066
	Iteration 0F: 2 clusters Score -305618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -303051.687500 Penalty: 2399.286133
	Iteration 0F: 3 clusters Score -303051.7 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -303787.062500 Penalty: 2399.286133
	Iteration 1F: 3 clusters Score -303787.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -303964.843750 Penalty: 2399.286133
	Iteration 2F: 3 clusters Score -303964.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -304082.125000 Penalty: 2399.286133
	Iteration 3F: 3 clusters Score -304082.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -304177.968750 Penalty: 2399.286133
	Iteration 4Q: 3 clusters Score -304178 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -304255.468750 Penalty: 2399.286133
	Iteration 5Q: 3 clusters Score -304255.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -304312.343750 Penalty: 2399.286133
	Iteration 6Q: 3 clusters Score -304312.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -304366.343750 Penalty: 2399.286133
	Iteration 7Q: 3 clusters Score -304366.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -304414.218750 Penalty: 2399.286133
	Iteration 8Q: 3 clusters Score -304414.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -304460.781250 Penalty: 2399.286133
	Iteration 9Q: 3 clusters Score -304460.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -304497.875000 Penalty: 2399.286133
	Iteration 10Q: 3 clusters Score -304497.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -304529.125000 Penalty: 2399.286133
	Iteration 11Q: 3 clusters Score -304529.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -304566.437500 Penalty: 2399.286133
	Iteration 12Q: 3 clusters Score -304566.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -304602.531250 Penalty: 2399.286133
	Iteration 13Q: 3 clusters Score -304602.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -304631.281250 Penalty: 2399.286133
	Iteration 14Q: 3 clusters Score -304631.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -304661.718750 Penalty: 2399.286133
	Iteration 15Q: 3 clusters Score -304661.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -304694.937500 Penalty: 2399.286133
	Iteration 16Q: 3 clusters Score -304694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -304722.093750 Penalty: 2399.286133
	Iteration 17Q: 3 clusters Score -304722.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -304749.500000 Penalty: 2399.286133
	Iteration 18Q: 3 clusters Score -304749.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -304773.750000 Penalty: 2399.286133
	Iteration 19Q: 3 clusters Score -304773.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -304808.812500 Penalty: 2399.286133
	Iteration 20F: 3 clusters Score -304808.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -304843.156250 Penalty: 2399.286133
	Iteration 21Q: 3 clusters Score -304843.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -304869.875000 Penalty: 2399.286133
	Iteration 22Q: 3 clusters Score -304869.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -304895.750000 Penalty: 2399.286133
	Iteration 23Q: 3 clusters Score -304895.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -304920.968750 Penalty: 2399.286133
	Iteration 24Q: 3 clusters Score -304921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -304951.531250 Penalty: 2399.286133
	Iteration 25Q: 3 clusters Score -304951.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -304982.718750 Penalty: 2399.286133
	Iteration 26Q: 3 clusters Score -304982.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -305013.062500 Penalty: 2399.286133
	Iteration 27Q: 3 clusters Score -305013.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -305036.656250 Penalty: 2399.286133
	Iteration 28Q: 3 clusters Score -305036.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -305054.500000 Penalty: 2399.286133
	Iteration 29Q: 3 clusters Score -305054.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -305069.968750 Penalty: 2399.286133
	Iteration 30Q: 3 clusters Score -305070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -305082.031250 Penalty: 2399.286133
	Iteration 31Q: 3 clusters Score -305082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -305094.593750 Penalty: 2399.286133
	Iteration 32Q: 3 clusters Score -305094.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -305112.406250 Penalty: 2399.286133
	Iteration 33Q: 3 clusters Score -305112.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -305129.187500 Penalty: 2399.286133
	Iteration 34Q: 3 clusters Score -305129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -305139.718750 Penalty: 2399.286133
	Iteration 35Q: 3 clusters Score -305139.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -305154.718750 Penalty: 2399.286133
	Iteration 36Q: 3 clusters Score -305154.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -305172.125000 Penalty: 2399.286133
	Iteration 37Q: 3 clusters Score -305172.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -305185.281250 Penalty: 2399.286133
	Iteration 38Q: 3 clusters Score -305185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -305201.156250 Penalty: 2399.286133
	Iteration 39Q: 3 clusters Score -305201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -305208.031250 Penalty: 2399.286133
	Iteration 40F: 3 clusters Score -305208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -305214.781250 Penalty: 2399.286133
	Iteration 41Q: 3 clusters Score -305214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -305222.468750 Penalty: 2399.286133
	Iteration 42Q: 3 clusters Score -305222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -305231.843750 Penalty: 2399.286133
	Iteration 43Q: 3 clusters Score -305231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -305237.750000 Penalty: 2399.286133
	Iteration 44Q: 3 clusters Score -305237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -305242.500000 Penalty: 2399.286133
	Iteration 45Q: 3 clusters Score -305242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -305246.218750 Penalty: 2399.286133
	Iteration 46Q: 3 clusters Score -305246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -305248.343750 Penalty: 2399.286133
	Iteration 47Q: 3 clusters Score -305248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -305248.593750 Penalty: 2399.286133
	Iteration 48Q: 3 clusters Score -305248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -305249.031250 Penalty: 2399.286133
	Iteration 49Q: 3 clusters Score -305249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -305249.031250 Penalty: 2399.286133
	Iteration 50F: 3 clusters Score -305249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Entering Unmasked Estep 
Score: -937335.125000 Penalty: 1337.555054
	Iteration 0F: 2 clusters Score -937335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -931809.937500 Penalty: 2675.110107
	Iteration 0F: 3 clusters Score -931809.9 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -933546.625000 Penalty: 2675.110107
	Iteration 1F: 3 clusters Score -933546.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -933836.937500 Penalty: 2675.110107
	Iteration 2F: 3 clusters Score -933836.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -934007.062500 Penalty: 2675.110107
	Iteration 3Q: 3 clusters Score -934007.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -934124.625000 Penalty: 2675.110107
	Iteration 4Q: 3 clusters Score -934124.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -934214.125000 Penalty: 2675.110107
	Iteration 5Q: 3 clusters Score -934214.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -934278.500000 Penalty: 2675.110107
	Iteration 6Q: 3 clusters Score -934278.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -934328.062500 Penalty: 2675.110107
	Iteration 7Q: 3 clusters Score -934328.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -934372.812500 Penalty: 2675.110107
	Iteration 8Q: 3 clusters Score -934372.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -934406.562500 Penalty: 2675.110107
	Iteration 9Q: 3 clusters Score -934406.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -934439.125000 Penalty: 2675.110107
	Iteration 10Q: 3 clusters Score -934439.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -934465.125000 Penalty: 2675.110107
	Iteration 11Q: 3 clusters Score -934465.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -934488.812500 Penalty: 2675.110107
	Iteration 12Q: 3 clusters Score -934488.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -934513.000000 Penalty: 2675.110107
	Iteration 13Q: 3 clusters Score -934513 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -934534.312500 Penalty: 2675.110107
	Iteration 14Q: 3 clusters Score -934534.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -934551.750000 Penalty: 2675.110107
	Iteration 15Q: 3 clusters Score -934551.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -934574.687500 Penalty: 2675.110107
	Iteration 16Q: 3 clusters Score -934574.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -934592.000000 Penalty: 2675.110107
	Iteration 17Q: 3 clusters Score -934592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -934607.687500 Penalty: 2675.110107
	Iteration 18Q: 3 clusters Score -934607.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -934627.062500 Penalty: 2675.110107
	Iteration 19Q: 3 clusters Score -934627.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -934638.875000 Penalty: 2675.110107
	Iteration 20F: 3 clusters Score -934638.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -934648.437500 Penalty: 2675.110107
	Iteration 21Q: 3 clusters Score -934648.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -934659.250000 Penalty: 2675.110107
	Iteration 22Q: 3 clusters Score -934659.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -934668.750000 Penalty: 2675.110107
	Iteration 23Q: 3 clusters Score -934668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -934673.875000 Penalty: 2675.110107
	Iteration 24Q: 3 clusters Score -934673.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -934681.937500 Penalty: 2675.110107
	Iteration 25Q: 3 clusters Score -934681.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -934687.812500 Penalty: 2675.110107
	Iteration 26Q: 3 clusters Score -934687.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -934693.625000 Penalty: 2675.110107
	Iteration 27Q: 3 clusters Score -934693.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -934701.187500 Penalty: 2675.110107
	Iteration 28Q: 3 clusters Score -934701.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -934706.062500 Penalty: 2675.110107
	Iteration 29Q: 3 clusters Score -934706.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -934713.125000 Penalty: 2675.110107
	Iteration 30Q: 3 clusters Score -934713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -934715.437500 Penalty: 2675.110107
	Iteration 31Q: 3 clusters Score -934715.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -934721.312500 Penalty: 2675.110107
	Iteration 32Q: 3 clusters Score -934721.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -934728.000000 Penalty: 2675.110107
	Iteration 33Q: 3 clusters Score -934728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -934732.250000 Penalty: 2675.110107
	Iteration 34Q: 3 clusters Score -934732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -934733.000000 Penalty: 2675.110107
	Iteration 35Q: 3 clusters Score -934733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -934737.125000 Penalty: 2675.110107
	Iteration 36Q: 3 clusters Score -934737.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -934739.562500 Penalty: 2675.110107
	Iteration 37Q: 3 clusters Score -934739.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -934747.062500 Penalty: 2675.110107
	Iteration 38Q: 3 clusters Score -934747.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -934746.062500 Penalty: 2675.110107
	Iteration 39Q: 3 clusters Score -934746.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -934749.750000 Penalty: 2675.110107
	Iteration 40F: 3 clusters Score -934749.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -934757.187500 Penalty: 2675.110107
	Iteration 41Q: 3 clusters Score -934757.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -934761.875000 Penalty: 2675.110107
	Iteration 42Q: 3 clusters Score -934761.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -934766.250000 Penalty: 2675.110107
	Iteration 43Q: 3 clusters Score -934766.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -934770.562500 Penalty: 2675.110107
	Iteration 44Q: 3 clusters Score -934770.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -934774.312500 Penalty: 2675.110107
	Iteration 45Q: 3 clusters Score -934774.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -934781.062500 Penalty: 2675.110107
	Iteration 46Q: 3 clusters Score -934781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -934782.500000 Penalty: 2675.110107
	Iteration 47Q: 3 clusters Score -934782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -934785.312500 Penalty: 2675.110107
	Iteration 48Q: 3 clusters Score -934785.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -934788.625000 Penalty: 2675.110107
	Iteration 49Q: 3 clusters Score -934788.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -934792.125000 Penalty: 2675.110107
	Iteration 50Q: 3 clusters Score -934792.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -934794.250000 Penalty: 2675.110107
	Iteration 51Q: 3 clusters Score -934794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -934800.687500 Penalty: 2675.110107
	Iteration 52Q: 3 clusters Score -934800.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -934806.187500 Penalty: 2675.110107
	Iteration 53Q: 3 clusters Score -934806.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -934809.875000 Penalty: 2675.110107
	Iteration 54Q: 3 clusters Score -934809.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -934812.125000 Penalty: 2675.110107
	Iteration 55Q: 3 clusters Score -934812.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -934815.312500 Penalty: 2675.110107
	Iteration 56Q: 3 clusters Score -934815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -934817.812500 Penalty: 2675.110107
	Iteration 57Q: 3 clusters Score -934817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -934818.625000 Penalty: 2675.110107
	Iteration 58Q: 3 clusters Score -934818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -934819.687500 Penalty: 2675.110107
	Iteration 59Q: 3 clusters Score -934819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -934822.750000 Penalty: 2675.110107
	Iteration 60F: 3 clusters Score -934822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -934823.687500 Penalty: 2675.110107
	Iteration 61Q: 3 clusters Score -934823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -934824.500000 Penalty: 2675.110107
	Iteration 62Q: 3 clusters Score -934824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -934824.500000 Penalty: 2675.110107
	Iteration 63Q: 3 clusters Score -934824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -934824.125000 Penalty: 2675.110107
	Iteration 64Q: 3 clusters Score -934824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -934824.187500 Penalty: 2675.110107
	Iteration 65Q: 3 clusters Score -934824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -934824.750000 Penalty: 2675.110107
	Iteration 66Q: 3 clusters Score -934824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -934824.750000 Penalty: 2675.110107
	Iteration 67F: 3 clusters Score -934824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61264.769531 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61264.77 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61531.035156 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61531.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61606.542969 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61606.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61645.429688 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61645.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61682.105469 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61682.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61714.269531 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61714.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61742.042969 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61742.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61764.183594 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61764.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61793.660156 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61793.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61811.683594 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61811.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61815.160156 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -61815.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61821.359375 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -61821.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61826.972656 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -61826.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61830.250000 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -61830.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61835.039062 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -61835.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61839.519531 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -61839.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61843.566406 Penalty: 1954.241699
	Iteration 16Q: 3 clusters Score -61843.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61843.781250 Penalty: 1954.241699
	Iteration 17Q: 3 clusters Score -61843.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61843.781250 Penalty: 1954.241699
	Iteration 18F: 3 clusters Score -61843.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -997357.375000 Penalty: 1354.025269
	Iteration 0F: 2 clusters Score -997357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -991212.437500 Penalty: 2708.050537
	Iteration 0F: 3 clusters Score -991212.4 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -993107.500000 Penalty: 2708.050537
	Iteration 1F: 3 clusters Score -993107.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -993394.125000 Penalty: 2708.050537
	Iteration 2F: 3 clusters Score -993394.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -993589.312500 Penalty: 2708.050537
	Iteration 3F: 3 clusters Score -993589.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -993740.000000 Penalty: 2708.050537
	Iteration 4Q: 3 clusters Score -993740 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -993887.250000 Penalty: 2708.050537
	Iteration 5Q: 3 clusters Score -993887.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -994042.125000 Penalty: 2708.050537
	Iteration 6Q: 3 clusters Score -994042.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -994249.812500 Penalty: 2708.050537
	Iteration 7Q: 3 clusters Score -994249.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -994460.125000 Penalty: 2708.050537
	Iteration 8Q: 3 clusters Score -994460.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -994699.187500 Penalty: 2708.050537
	Iteration 9Q: 3 clusters Score -994699.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -994962.750000 Penalty: 2708.050537
	Iteration 10Q: 3 clusters Score -994962.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -995194.250000 Penalty: 2708.050537
	Iteration 11Q: 3 clusters Score -995194.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -995386.187500 Penalty: 2708.050537
	Iteration 12Q: 3 clusters Score -995386.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -995529.812500 Penalty: 2708.050537
	Iteration 13Q: 3 clusters Score -995529.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -995638.000000 Penalty: 2708.050537
	Iteration 14Q: 3 clusters Score -995638 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -995715.562500 Penalty: 2708.050537
	Iteration 15Q: 3 clusters Score -995715.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -995790.187500 Penalty: 2708.050537
	Iteration 16Q: 3 clusters Score -995790.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -995853.562500 Penalty: 2708.050537
	Iteration 17Q: 3 clusters Score -995853.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -995902.000000 Penalty: 2708.050537
	Iteration 18Q: 3 clusters Score -995902 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -995954.437500 Penalty: 2708.050537
	Iteration 19Q: 3 clusters Score -995954.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -995999.500000 Penalty: 2708.050537
	Iteration 20F: 3 clusters Score -995999.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -996036.062500 Penalty: 2708.050537
	Iteration 21Q: 3 clusters Score -996036.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -996068.812500 Penalty: 2708.050537
	Iteration 22Q: 3 clusters Score -996068.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -996087.562500 Penalty: 2708.050537
	Iteration 23Q: 3 clusters Score -996087.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -996102.687500 Penalty: 2708.050537
	Iteration 24Q: 3 clusters Score -996102.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -996117.375000 Penalty: 2708.050537
	Iteration 25Q: 3 clusters Score -996117.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -996131.187500 Penalty: 2708.050537
	Iteration 26Q: 3 clusters Score -996131.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -996146.187500 Penalty: 2708.050537
	Iteration 27Q: 3 clusters Score -996146.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -996150.937500 Penalty: 2708.050537
	Iteration 28Q: 3 clusters Score -996150.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -996162.875000 Penalty: 2708.050537
	Iteration 29Q: 3 clusters Score -996162.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -996169.625000 Penalty: 2708.050537
	Iteration 30Q: 3 clusters Score -996169.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -996177.187500 Penalty: 2708.050537
	Iteration 31Q: 3 clusters Score -996177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -996185.062500 Penalty: 2708.050537
	Iteration 32Q: 3 clusters Score -996185.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -996191.625000 Penalty: 2708.050537
	Iteration 33Q: 3 clusters Score -996191.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -996195.625000 Penalty: 2708.050537
	Iteration 34Q: 3 clusters Score -996195.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -996202.187500 Penalty: 2708.050537
	Iteration 35Q: 3 clusters Score -996202.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -996202.187500 Penalty: 2708.050537
	Iteration 36Q: 3 clusters Score -996202.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -996208.500000 Penalty: 2708.050537
	Iteration 37Q: 3 clusters Score -996208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -996209.000000 Penalty: 2708.050537
	Iteration 38Q: 3 clusters Score -996209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -996210.062500 Penalty: 2708.050537
	Iteration 39Q: 3 clusters Score -996210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -996212.687500 Penalty: 2708.050537
	Iteration 40F: 3 clusters Score -996212.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -996212.437500 Penalty: 2708.050537
	Iteration 41Q: 3 clusters Score -996212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -996214.875000 Penalty: 2708.050537
	Iteration 42Q: 3 clusters Score -996214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -996216.812500 Penalty: 2708.050537
	Iteration 43Q: 3 clusters Score -996216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -996217.312500 Penalty: 2708.050537
	Iteration 44Q: 3 clusters Score -996217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -996216.125000 Penalty: 2708.050537
	Iteration 45Q: 3 clusters Score -996216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -996217.312500 Penalty: 2708.050537
	Iteration 46Q: 3 clusters Score -996217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -996217.500000 Penalty: 2708.050537
	Iteration 47Q: 3 clusters Score -996217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -996217.500000 Penalty: 2708.050537
	Iteration 48F: 3 clusters Score -996217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Entering Unmasked Estep 
Score: -1155482.875000 Penalty: 1377.290161
	Iteration 0F: 2 clusters Score -1155483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1148420.500000 Penalty: 2754.580322
	Iteration 0F: 3 clusters Score -1148420 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1150750.375000 Penalty: 2754.580322
	Iteration 1F: 3 clusters Score -1150750 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1151092.750000 Penalty: 2754.580322
	Iteration 2F: 3 clusters Score -1151093 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1151337.250000 Penalty: 2754.580322
	Iteration 3F: 3 clusters Score -1151337 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1151559.750000 Penalty: 2754.580322
	Iteration 4Q: 3 clusters Score -1151560 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1151731.250000 Penalty: 2754.580322
	Iteration 5Q: 3 clusters Score -1151731 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1151913.125000 Penalty: 2754.580322
	Iteration 6Q: 3 clusters Score -1151913 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1152107.500000 Penalty: 2754.580322
	Iteration 7Q: 3 clusters Score -1152108 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1152292.375000 Penalty: 2754.580322
	Iteration 8Q: 3 clusters Score -1152292 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1152492.375000 Penalty: 2754.580322
	Iteration 9Q: 3 clusters Score -1152492 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1152703.625000 Penalty: 2754.580322
	Iteration 10Q: 3 clusters Score -1152704 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1152904.625000 Penalty: 2754.580322
	Iteration 11Q: 3 clusters Score -1152905 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1153089.750000 Penalty: 2754.580322
	Iteration 12Q: 3 clusters Score -1153090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1153246.875000 Penalty: 2754.580322
	Iteration 13Q: 3 clusters Score -1153247 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1153409.125000 Penalty: 2754.580322
	Iteration 14Q: 3 clusters Score -1153409 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1153563.500000 Penalty: 2754.580322
	Iteration 15Q: 3 clusters Score -1153564 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1153709.125000 Penalty: 2754.580322
	Iteration 16Q: 3 clusters Score -1153709 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1153824.625000 Penalty: 2754.580322
	Iteration 17Q: 3 clusters Score -1153825 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1153893.125000 Penalty: 2754.580322
	Iteration 18Q: 3 clusters Score -1153893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1153949.375000 Penalty: 2754.580322
	Iteration 19Q: 3 clusters Score -1153949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1153990.000000 Penalty: 2754.580322
	Iteration 20F: 3 clusters Score -1153990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1154023.625000 Penalty: 2754.580322
	Iteration 21Q: 3 clusters Score -1154024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1154057.625000 Penalty: 2754.580322
	Iteration 22Q: 3 clusters Score -1154058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1154087.250000 Penalty: 2754.580322
	Iteration 23Q: 3 clusters Score -1154087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1154113.375000 Penalty: 2754.580322
	Iteration 24Q: 3 clusters Score -1154113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1154135.125000 Penalty: 2754.580322
	Iteration 25Q: 3 clusters Score -1154135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1154157.625000 Penalty: 2754.580322
	Iteration 26Q: 3 clusters Score -1154158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1154179.250000 Penalty: 2754.580322
	Iteration 27Q: 3 clusters Score -1154179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1154196.375000 Penalty: 2754.580322
	Iteration 28Q: 3 clusters Score -1154196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1154211.375000 Penalty: 2754.580322
	Iteration 29Q: 3 clusters Score -1154211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1154221.750000 Penalty: 2754.580322
	Iteration 30Q: 3 clusters Score -1154222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1154231.125000 Penalty: 2754.580322
	Iteration 31Q: 3 clusters Score -1154231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1154243.500000 Penalty: 2754.580322
	Iteration 32Q: 3 clusters Score -1154244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1154260.125000 Penalty: 2754.580322
	Iteration 33Q: 3 clusters Score -1154260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1154273.875000 Penalty: 2754.580322
	Iteration 34Q: 3 clusters Score -1154274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1154287.625000 Penalty: 2754.580322
	Iteration 35Q: 3 clusters Score -1154288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1154302.000000 Penalty: 2754.580322
	Iteration 36Q: 3 clusters Score -1154302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1154314.125000 Penalty: 2754.580322
	Iteration 37Q: 3 clusters Score -1154314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1154328.000000 Penalty: 2754.580322
	Iteration 38Q: 3 clusters Score -1154328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1154340.375000 Penalty: 2754.580322
	Iteration 39Q: 3 clusters Score -1154340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1154352.500000 Penalty: 2754.580322
	Iteration 40F: 3 clusters Score -1154352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1154363.375000 Penalty: 2754.580322
	Iteration 41Q: 3 clusters Score -1154363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1154365.125000 Penalty: 2754.580322
	Iteration 42Q: 3 clusters Score -1154365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1154376.750000 Penalty: 2754.580322
	Iteration 43Q: 3 clusters Score -1154377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1154382.375000 Penalty: 2754.580322
	Iteration 44Q: 3 clusters Score -1154382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1154387.875000 Penalty: 2754.580322
	Iteration 45Q: 3 clusters Score -1154388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1154393.625000 Penalty: 2754.580322
	Iteration 46Q: 3 clusters Score -1154394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1154396.375000 Penalty: 2754.580322
	Iteration 47Q: 3 clusters Score -1154396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1154399.250000 Penalty: 2754.580322
	Iteration 48Q: 3 clusters Score -1154399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1154402.375000 Penalty: 2754.580322
	Iteration 49Q: 3 clusters Score -1154402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1154406.000000 Penalty: 2754.580322
	Iteration 50Q: 3 clusters Score -1154406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1154408.500000 Penalty: 2754.580322
	Iteration 51Q: 3 clusters Score -1154408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1154409.000000 Penalty: 2754.580322
	Iteration 52Q: 3 clusters Score -1154409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1154412.625000 Penalty: 2754.580322
	Iteration 53Q: 3 clusters Score -1154413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1154414.125000 Penalty: 2754.580322
	Iteration 54Q: 3 clusters Score -1154414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1154415.750000 Penalty: 2754.580322
	Iteration 55Q: 3 clusters Score -1154416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1154416.250000 Penalty: 2754.580322
	Iteration 56Q: 3 clusters Score -1154416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1154417.250000 Penalty: 2754.580322
	Iteration 57Q: 3 clusters Score -1154417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1154417.125000 Penalty: 2754.580322
	Iteration 58Q: 3 clusters Score -1154417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1154417.125000 Penalty: 2754.580322
	Iteration 59F: 3 clusters Score -1154417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -473272.500000 Penalty: 1243.210571
	Iteration 0F: 2 clusters Score -473272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -470028.375000 Penalty: 2486.421143
	Iteration 0F: 3 clusters Score -470028.4 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -470962.375000 Penalty: 2486.421143
	Iteration 1F: 3 clusters Score -470962.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -471150.718750 Penalty: 2486.421143
	Iteration 2F: 3 clusters Score -471150.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -471266.718750 Penalty: 2486.421143
	Iteration 3Q: 3 clusters Score -471266.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -471356.656250 Penalty: 2486.421143
	Iteration 4Q: 3 clusters Score -471356.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -471422.937500 Penalty: 2486.421143
	Iteration 5Q: 3 clusters Score -471422.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -471473.031250 Penalty: 2486.421143
	Iteration 6Q: 3 clusters Score -471473 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -471509.281250 Penalty: 2486.421143
	Iteration 7Q: 3 clusters Score -471509.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -471534.562500 Penalty: 2486.421143
	Iteration 8Q: 3 clusters Score -471534.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -471555.687500 Penalty: 2486.421143
	Iteration 9Q: 3 clusters Score -471555.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -471571.250000 Penalty: 2486.421143
	Iteration 10Q: 3 clusters Score -471571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -471584.875000 Penalty: 2486.421143
	Iteration 11Q: 3 clusters Score -471584.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -471593.343750 Penalty: 2486.421143
	Iteration 12Q: 3 clusters Score -471593.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -471601.031250 Penalty: 2486.421143
	Iteration 13Q: 3 clusters Score -471601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471609.625000 Penalty: 2486.421143
	Iteration 14Q: 3 clusters Score -471609.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471614.468750 Penalty: 2486.421143
	Iteration 15Q: 3 clusters Score -471614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -471618.937500 Penalty: 2486.421143
	Iteration 16Q: 3 clusters Score -471618.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -471624.625000 Penalty: 2486.421143
	Iteration 17Q: 3 clusters Score -471624.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -471628.968750 Penalty: 2486.421143
	Iteration 18Q: 3 clusters Score -471629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -471634.062500 Penalty: 2486.421143
	Iteration 19Q: 3 clusters Score -471634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471635.281250 Penalty: 2486.421143
	Iteration 20F: 3 clusters Score -471635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -471637.656250 Penalty: 2486.421143
	Iteration 21Q: 3 clusters Score -471637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471639.812500 Penalty: 2486.421143
	Iteration 22Q: 3 clusters Score -471639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -471643.875000 Penalty: 2486.421143
	Iteration 23Q: 3 clusters Score -471643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471645.468750 Penalty: 2486.421143
	Iteration 24Q: 3 clusters Score -471645.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -471649.406250 Penalty: 2486.421143
	Iteration 25Q: 3 clusters Score -471649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471652.906250 Penalty: 2486.421143
	Iteration 26Q: 3 clusters Score -471652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471656.687500 Penalty: 2486.421143
	Iteration 27Q: 3 clusters Score -471656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -471659.375000 Penalty: 2486.421143
	Iteration 28Q: 3 clusters Score -471659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471663.406250 Penalty: 2486.421143
	Iteration 29Q: 3 clusters Score -471663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471664.781250 Penalty: 2486.421143
	Iteration 30Q: 3 clusters Score -471664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471666.500000 Penalty: 2486.421143
	Iteration 31Q: 3 clusters Score -471666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471667.000000 Penalty: 2486.421143
	Iteration 32Q: 3 clusters Score -471667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471668.250000 Penalty: 2486.421143
	Iteration 33Q: 3 clusters Score -471668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471669.125000 Penalty: 2486.421143
	Iteration 34Q: 3 clusters Score -471669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471669.375000 Penalty: 2486.421143
	Iteration 35Q: 3 clusters Score -471669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471669.406250 Penalty: 2486.421143
	Iteration 36Q: 3 clusters Score -471669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471671.156250 Penalty: 2486.421143
	Iteration 37Q: 3 clusters Score -471671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -471672.125000 Penalty: 2486.421143
	Iteration 38Q: 3 clusters Score -471672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -471672.125000 Penalty: 2486.421143
	Iteration 39Q: 3 clusters Score -471672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -471672.843750 Penalty: 2486.421143
	Iteration 40F: 3 clusters Score -471672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -471673.218750 Penalty: 2486.421143
	Iteration 41Q: 3 clusters Score -471673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -471673.218750 Penalty: 2486.421143
	Iteration 42F: 3 clusters Score -471673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -942926.875000 Penalty: 1347.779175
	Iteration 0F: 2 clusters Score -942926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -936987.812500 Penalty: 2695.558350
	Iteration 0F: 3 clusters Score -936987.8 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -938999.062500 Penalty: 2695.558350
	Iteration 1F: 3 clusters Score -938999.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -939336.562500 Penalty: 2695.558350
	Iteration 2F: 3 clusters Score -939336.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -939601.500000 Penalty: 2695.558350
	Iteration 3F: 3 clusters Score -939601.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -939860.187500 Penalty: 2695.558350
	Iteration 4Q: 3 clusters Score -939860.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -940103.500000 Penalty: 2695.558350
	Iteration 5Q: 3 clusters Score -940103.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -940339.125000 Penalty: 2695.558350
	Iteration 6Q: 3 clusters Score -940339.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -940534.250000 Penalty: 2695.558350
	Iteration 7Q: 3 clusters Score -940534.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -940721.375000 Penalty: 2695.558350
	Iteration 8Q: 3 clusters Score -940721.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -940914.062500 Penalty: 2695.558350
	Iteration 9Q: 3 clusters Score -940914.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -941061.750000 Penalty: 2695.558350
	Iteration 10Q: 3 clusters Score -941061.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -941188.312500 Penalty: 2695.558350
	Iteration 11Q: 3 clusters Score -941188.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -941270.250000 Penalty: 2695.558350
	Iteration 12Q: 3 clusters Score -941270.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -941335.625000 Penalty: 2695.558350
	Iteration 13Q: 3 clusters Score -941335.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -941405.500000 Penalty: 2695.558350
	Iteration 14Q: 3 clusters Score -941405.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -941463.812500 Penalty: 2695.558350
	Iteration 15Q: 3 clusters Score -941463.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -941507.687500 Penalty: 2695.558350
	Iteration 16Q: 3 clusters Score -941507.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -941545.687500 Penalty: 2695.558350
	Iteration 17Q: 3 clusters Score -941545.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -941584.125000 Penalty: 2695.558350
	Iteration 18Q: 3 clusters Score -941584.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -941627.562500 Penalty: 2695.558350
	Iteration 19Q: 3 clusters Score -941627.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -941669.187500 Penalty: 2695.558350
	Iteration 20F: 3 clusters Score -941669.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -941711.125000 Penalty: 2695.558350
	Iteration 21Q: 3 clusters Score -941711.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -941754.312500 Penalty: 2695.558350
	Iteration 22Q: 3 clusters Score -941754.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -941807.000000 Penalty: 2695.558350
	Iteration 23Q: 3 clusters Score -941807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -941860.500000 Penalty: 2695.558350
	Iteration 24Q: 3 clusters Score -941860.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -941913.937500 Penalty: 2695.558350
	Iteration 25Q: 3 clusters Score -941913.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -941960.687500 Penalty: 2695.558350
	Iteration 26Q: 3 clusters Score -941960.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -942015.375000 Penalty: 2695.558350
	Iteration 27Q: 3 clusters Score -942015.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -942054.312500 Penalty: 2695.558350
	Iteration 28Q: 3 clusters Score -942054.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -942092.500000 Penalty: 2695.558350
	Iteration 29Q: 3 clusters Score -942092.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -942113.687500 Penalty: 2695.558350
	Iteration 30Q: 3 clusters Score -942113.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -942141.500000 Penalty: 2695.558350
	Iteration 31Q: 3 clusters Score -942141.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -942172.500000 Penalty: 2695.558350
	Iteration 32Q: 3 clusters Score -942172.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -942198.125000 Penalty: 2695.558350
	Iteration 33Q: 3 clusters Score -942198.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -942219.937500 Penalty: 2695.558350
	Iteration 34Q: 3 clusters Score -942219.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -942243.875000 Penalty: 2695.558350
	Iteration 35Q: 3 clusters Score -942243.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -942256.250000 Penalty: 2695.558350
	Iteration 36Q: 3 clusters Score -942256.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -942273.625000 Penalty: 2695.558350
	Iteration 37Q: 3 clusters Score -942273.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -942288.562500 Penalty: 2695.558350
	Iteration 38Q: 3 clusters Score -942288.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -942299.125000 Penalty: 2695.558350
	Iteration 39Q: 3 clusters Score -942299.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -942305.437500 Penalty: 2695.558350
	Iteration 40F: 3 clusters Score -942305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -942311.062500 Penalty: 2695.558350
	Iteration 41Q: 3 clusters Score -942311.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -942316.125000 Penalty: 2695.558350
	Iteration 42Q: 3 clusters Score -942316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -942321.750000 Penalty: 2695.558350
	Iteration 43Q: 3 clusters Score -942321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -942326.750000 Penalty: 2695.558350
	Iteration 44Q: 3 clusters Score -942326.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -942331.500000 Penalty: 2695.558350
	Iteration 45Q: 3 clusters Score -942331.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -942339.625000 Penalty: 2695.558350
	Iteration 46Q: 3 clusters Score -942339.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -942343.875000 Penalty: 2695.558350
	Iteration 47Q: 3 clusters Score -942343.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -942349.812500 Penalty: 2695.558350
	Iteration 48Q: 3 clusters Score -942349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -942352.437500 Penalty: 2695.558350
	Iteration 49Q: 3 clusters Score -942352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -942356.937500 Penalty: 2695.558350
	Iteration 50Q: 3 clusters Score -942356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -942360.875000 Penalty: 2695.558350
	Iteration 51Q: 3 clusters Score -942360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -942362.125000 Penalty: 2695.558350
	Iteration 52Q: 3 clusters Score -942362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -942368.437500 Penalty: 2695.558350
	Iteration 53Q: 3 clusters Score -942368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -942372.562500 Penalty: 2695.558350
	Iteration 54Q: 3 clusters Score -942372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -942374.750000 Penalty: 2695.558350
	Iteration 55Q: 3 clusters Score -942374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -942381.875000 Penalty: 2695.558350
	Iteration 56Q: 3 clusters Score -942381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -942383.750000 Penalty: 2695.558350
	Iteration 57Q: 3 clusters Score -942383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -942390.687500 Penalty: 2695.558350
	Iteration 58Q: 3 clusters Score -942390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -942394.750000 Penalty: 2695.558350
	Iteration 59Q: 3 clusters Score -942394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -942398.875000 Penalty: 2695.558350
	Iteration 60F: 3 clusters Score -942398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -942404.437500 Penalty: 2695.558350
	Iteration 61Q: 3 clusters Score -942404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -942411.437500 Penalty: 2695.558350
	Iteration 62Q: 3 clusters Score -942411.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -942421.875000 Penalty: 2695.558350
	Iteration 63Q: 3 clusters Score -942421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -942435.937500 Penalty: 2695.558350
	Iteration 64Q: 3 clusters Score -942435.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -942448.437500 Penalty: 2695.558350
	Iteration 65Q: 3 clusters Score -942448.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -942456.562500 Penalty: 2695.558350
	Iteration 66Q: 3 clusters Score -942456.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -942462.312500 Penalty: 2695.558350
	Iteration 67Q: 3 clusters Score -942462.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -942464.125000 Penalty: 2695.558350
	Iteration 68Q: 3 clusters Score -942464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -942466.687500 Penalty: 2695.558350
	Iteration 69Q: 3 clusters Score -942466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -942468.562500 Penalty: 2695.558350
	Iteration 70Q: 3 clusters Score -942468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -942469.437500 Penalty: 2695.558350
	Iteration 71Q: 3 clusters Score -942469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -942469.437500 Penalty: 2695.558350
	Iteration 72F: 3 clusters Score -942469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Entering Unmasked Estep 
Score: -5154152.500000 Penalty: 1590.985107
	Iteration 0F: 2 clusters Score -5154152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5125455.000000 Penalty: 3181.970215
	Iteration 0F: 3 clusters Score -5125455 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5136595.000000 Penalty: 3181.970215
	Iteration 1F: 3 clusters Score -5136595 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5137215.500000 Penalty: 3181.970215
	Iteration 2Q: 3 clusters Score -5137216 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5137831.500000 Penalty: 3181.970215
	Iteration 3Q: 3 clusters Score -5137832 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5138450.000000 Penalty: 3181.970215
	Iteration 4Q: 3 clusters Score -5138450 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5139160.000000 Penalty: 3181.970215
	Iteration 5Q: 3 clusters Score -5139160 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5140172.500000 Penalty: 3181.970215
	Iteration 6Q: 3 clusters Score -5140172 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5141524.500000 Penalty: 3181.970215
	Iteration 7F: 3 clusters Score -5141524 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -5143224.000000 Penalty: 3181.970215
	Iteration 8F: 3 clusters Score -5143224 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -5145226.500000 Penalty: 3181.970215
	Iteration 9F: 3 clusters Score -5145226 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -5147068.000000 Penalty: 3181.970215
	Iteration 10F: 3 clusters Score -5147068 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -5148598.500000 Penalty: 3181.970215
	Iteration 11Q: 3 clusters Score -5148598 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5149704.500000 Penalty: 3181.970215
	Iteration 12Q: 3 clusters Score -5149704 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5150476.000000 Penalty: 3181.970215
	Iteration 13Q: 3 clusters Score -5150476 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5151054.500000 Penalty: 3181.970215
	Iteration 14Q: 3 clusters Score -5151054 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5151493.000000 Penalty: 3181.970215
	Iteration 15Q: 3 clusters Score -5151493 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5151832.000000 Penalty: 3181.970215
	Iteration 16Q: 3 clusters Score -5151832 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5152071.000000 Penalty: 3181.970215
	Iteration 17Q: 3 clusters Score -5152071 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5152258.000000 Penalty: 3181.970215
	Iteration 18Q: 3 clusters Score -5152258 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5152394.000000 Penalty: 3181.970215
	Iteration 19Q: 3 clusters Score -5152394 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5152495.000000 Penalty: 3181.970215
	Iteration 20F: 3 clusters Score -5152495 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5152584.500000 Penalty: 3181.970215
	Iteration 21Q: 3 clusters Score -5152584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5152657.000000 Penalty: 3181.970215
	Iteration 22Q: 3 clusters Score -5152657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5152711.000000 Penalty: 3181.970215
	Iteration 23Q: 3 clusters Score -5152711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5152746.500000 Penalty: 3181.970215
	Iteration 24Q: 3 clusters Score -5152746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5152785.500000 Penalty: 3181.970215
	Iteration 25Q: 3 clusters Score -5152786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5152835.000000 Penalty: 3181.970215
	Iteration 26Q: 3 clusters Score -5152835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5152849.500000 Penalty: 3181.970215
	Iteration 27Q: 3 clusters Score -5152850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5152874.000000 Penalty: 3181.970215
	Iteration 28Q: 3 clusters Score -5152874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5152878.500000 Penalty: 3181.970215
	Iteration 29Q: 3 clusters Score -5152878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5152889.500000 Penalty: 3181.970215
	Iteration 30Q: 3 clusters Score -5152890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5152904.000000 Penalty: 3181.970215
	Iteration 31Q: 3 clusters Score -5152904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5152909.500000 Penalty: 3181.970215
	Iteration 32Q: 3 clusters Score -5152910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5152918.000000 Penalty: 3181.970215
	Iteration 33Q: 3 clusters Score -5152918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5152926.000000 Penalty: 3181.970215
	Iteration 34Q: 3 clusters Score -5152926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5152932.500000 Penalty: 3181.970215
	Iteration 35Q: 3 clusters Score -5152932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5152931.500000 Penalty: 3181.970215
	Iteration 36Q: 3 clusters Score -5152932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5152936.500000 Penalty: 3181.970215
	Iteration 37Q: 3 clusters Score -5152936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5152929.500000 Penalty: 3181.970215
	Iteration 38Q: 3 clusters Score -5152930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5152940.000000 Penalty: 3181.970215
	Iteration 39Q: 3 clusters Score -5152940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5152937.000000 Penalty: 3181.970215
	Iteration 40F: 3 clusters Score -5152937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5152942.500000 Penalty: 3181.970215
	Iteration 41Q: 3 clusters Score -5152942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5152940.500000 Penalty: 3181.970215
	Iteration 42Q: 3 clusters Score -5152940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5152943.000000 Penalty: 3181.970215
	Iteration 43Q: 3 clusters Score -5152943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5152945.000000 Penalty: 3181.970215
	Iteration 44Q: 3 clusters Score -5152945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5152950.500000 Penalty: 3181.970215
	Iteration 45Q: 3 clusters Score -5152950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5152954.000000 Penalty: 3181.970215
	Iteration 46Q: 3 clusters Score -5152954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5152953.500000 Penalty: 3181.970215
	Iteration 47Q: 3 clusters Score -5152954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5152959.000000 Penalty: 3181.970215
	Iteration 48Q: 3 clusters Score -5152959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5152954.500000 Penalty: 3181.970215
	Iteration 49Q: 3 clusters Score -5152954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5152955.500000 Penalty: 3181.970215
	Iteration 50Q: 3 clusters Score -5152956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5152955.500000 Penalty: 3181.970215
	Iteration 51F: 3 clusters Score -5152956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -160530.531250 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -160530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158937.000000 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -158937 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159323.421875 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -159323.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159414.187500 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -159414.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -159462.328125 Penalty: 2178.982666
	Iteration 3Q: 3 clusters Score -159462.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -159505.593750 Penalty: 2178.982666
	Iteration 4Q: 3 clusters Score -159505.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159537.953125 Penalty: 2178.982666
	Iteration 5Q: 3 clusters Score -159538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159566.046875 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -159566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -159592.937500 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -159592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159614.484375 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -159614.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159622.218750 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -159622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159626.734375 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -159626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159627.812500 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -159627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -159629.265625 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -159629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159632.812500 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -159632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -159635.000000 Penalty: 2178.982666
	Iteration 14Q: 3 clusters Score -159635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -159637.390625 Penalty: 2178.982666
	Iteration 15Q: 3 clusters Score -159637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159638.187500 Penalty: 2178.982666
	Iteration 16Q: 3 clusters Score -159638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159638.187500 Penalty: 2178.982666
	Iteration 17F: 3 clusters Score -159638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Entering Unmasked Estep 
Score: -3237280.250000 Penalty: 1520.477417
	Iteration 0F: 2 clusters Score -3237280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3219344.500000 Penalty: 3040.954834
	Iteration 0F: 3 clusters Score -3219344 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3226026.000000 Penalty: 3040.954834
	Iteration 1F: 3 clusters Score -3226026 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3226660.250000 Penalty: 3040.954834
	Iteration 2F: 3 clusters Score -3226660 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3227350.250000 Penalty: 3040.954834
	Iteration 3F: 3 clusters Score -3227350 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3228044.750000 Penalty: 3040.954834
	Iteration 4Q: 3 clusters Score -3228045 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3228719.250000 Penalty: 3040.954834
	Iteration 5Q: 3 clusters Score -3228719 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3229433.250000 Penalty: 3040.954834
	Iteration 6Q: 3 clusters Score -3229433 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3230111.250000 Penalty: 3040.954834
	Iteration 7Q: 3 clusters Score -3230111 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3230829.500000 Penalty: 3040.954834
	Iteration 8Q: 3 clusters Score -3230830 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3231681.500000 Penalty: 3040.954834
	Iteration 9Q: 3 clusters Score -3231682 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3232672.000000 Penalty: 3040.954834
	Iteration 10F: 3 clusters Score -3232672 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3233699.500000 Penalty: 3040.954834
	Iteration 11Q: 3 clusters Score -3233700 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3234611.000000 Penalty: 3040.954834
	Iteration 12Q: 3 clusters Score -3234611 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3235209.500000 Penalty: 3040.954834
	Iteration 13Q: 3 clusters Score -3235210 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3235596.250000 Penalty: 3040.954834
	Iteration 14Q: 3 clusters Score -3235596 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3235801.500000 Penalty: 3040.954834
	Iteration 15Q: 3 clusters Score -3235802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3235928.250000 Penalty: 3040.954834
	Iteration 16Q: 3 clusters Score -3235928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3235985.500000 Penalty: 3040.954834
	Iteration 17Q: 3 clusters Score -3235986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3236028.000000 Penalty: 3040.954834
	Iteration 18Q: 3 clusters Score -3236028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3236055.250000 Penalty: 3040.954834
	Iteration 19Q: 3 clusters Score -3236055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3236072.750000 Penalty: 3040.954834
	Iteration 20F: 3 clusters Score -3236073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3236085.500000 Penalty: 3040.954834
	Iteration 21Q: 3 clusters Score -3236086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3236095.250000 Penalty: 3040.954834
	Iteration 22Q: 3 clusters Score -3236095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3236102.000000 Penalty: 3040.954834
	Iteration 23Q: 3 clusters Score -3236102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3236105.500000 Penalty: 3040.954834
	Iteration 24Q: 3 clusters Score -3236106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3236108.250000 Penalty: 3040.954834
	Iteration 25Q: 3 clusters Score -3236108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3236116.000000 Penalty: 3040.954834
	Iteration 26Q: 3 clusters Score -3236116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3236121.250000 Penalty: 3040.954834
	Iteration 27Q: 3 clusters Score -3236121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3236131.250000 Penalty: 3040.954834
	Iteration 28Q: 3 clusters Score -3236131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3236132.250000 Penalty: 3040.954834
	Iteration 29Q: 3 clusters Score -3236132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3236132.250000 Penalty: 3040.954834
	Iteration 30F: 3 clusters Score -3236132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -639926.937500 Penalty: 1287.142212
	Iteration 0F: 2 clusters Score -639926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -635825.375000 Penalty: 2574.284424
	Iteration 0F: 3 clusters Score -635825.4 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -637085.562500 Penalty: 2574.284424
	Iteration 1F: 3 clusters Score -637085.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -637302.687500 Penalty: 2574.284424
	Iteration 2F: 3 clusters Score -637302.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -637427.187500 Penalty: 2574.284424
	Iteration 3Q: 3 clusters Score -637427.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -637526.625000 Penalty: 2574.284424
	Iteration 4Q: 3 clusters Score -637526.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -637608.937500 Penalty: 2574.284424
	Iteration 5Q: 3 clusters Score -637608.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -637675.750000 Penalty: 2574.284424
	Iteration 6Q: 3 clusters Score -637675.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -637724.250000 Penalty: 2574.284424
	Iteration 7Q: 3 clusters Score -637724.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -637760.625000 Penalty: 2574.284424
	Iteration 8Q: 3 clusters Score -637760.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -637786.250000 Penalty: 2574.284424
	Iteration 9Q: 3 clusters Score -637786.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -637804.125000 Penalty: 2574.284424
	Iteration 10Q: 3 clusters Score -637804.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -637820.562500 Penalty: 2574.284424
	Iteration 11Q: 3 clusters Score -637820.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -637838.375000 Penalty: 2574.284424
	Iteration 12Q: 3 clusters Score -637838.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -637856.937500 Penalty: 2574.284424
	Iteration 13Q: 3 clusters Score -637856.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -637873.687500 Penalty: 2574.284424
	Iteration 14Q: 3 clusters Score -637873.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -637889.625000 Penalty: 2574.284424
	Iteration 15Q: 3 clusters Score -637889.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -637913.250000 Penalty: 2574.284424
	Iteration 16Q: 3 clusters Score -637913.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -637937.187500 Penalty: 2574.284424
	Iteration 17Q: 3 clusters Score -637937.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -637960.875000 Penalty: 2574.284424
	Iteration 18Q: 3 clusters Score -637960.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -637985.000000 Penalty: 2574.284424
	Iteration 19Q: 3 clusters Score -637985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -638005.875000 Penalty: 2574.284424
	Iteration 20F: 3 clusters Score -638005.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638028.875000 Penalty: 2574.284424
	Iteration 21Q: 3 clusters Score -638028.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -638048.250000 Penalty: 2574.284424
	Iteration 22Q: 3 clusters Score -638048.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -638066.562500 Penalty: 2574.284424
	Iteration 23Q: 3 clusters Score -638066.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -638082.937500 Penalty: 2574.284424
	Iteration 24Q: 3 clusters Score -638082.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -638096.125000 Penalty: 2574.284424
	Iteration 25Q: 3 clusters Score -638096.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -638107.562500 Penalty: 2574.284424
	Iteration 26Q: 3 clusters Score -638107.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -638121.812500 Penalty: 2574.284424
	Iteration 27Q: 3 clusters Score -638121.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -638134.562500 Penalty: 2574.284424
	Iteration 28Q: 3 clusters Score -638134.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -638147.000000 Penalty: 2574.284424
	Iteration 29Q: 3 clusters Score -638147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -638166.562500 Penalty: 2574.284424
	Iteration 30Q: 3 clusters Score -638166.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -638184.687500 Penalty: 2574.284424
	Iteration 31Q: 3 clusters Score -638184.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -638200.750000 Penalty: 2574.284424
	Iteration 32Q: 3 clusters Score -638200.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -638214.187500 Penalty: 2574.284424
	Iteration 33Q: 3 clusters Score -638214.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -638223.875000 Penalty: 2574.284424
	Iteration 34Q: 3 clusters Score -638223.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -638239.250000 Penalty: 2574.284424
	Iteration 35Q: 3 clusters Score -638239.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -638254.500000 Penalty: 2574.284424
	Iteration 36Q: 3 clusters Score -638254.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -638263.000000 Penalty: 2574.284424
	Iteration 37Q: 3 clusters Score -638263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -638270.312500 Penalty: 2574.284424
	Iteration 38Q: 3 clusters Score -638270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -638275.000000 Penalty: 2574.284424
	Iteration 39Q: 3 clusters Score -638275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -638278.437500 Penalty: 2574.284424
	Iteration 40F: 3 clusters Score -638278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -638285.312500 Penalty: 2574.284424
	Iteration 41Q: 3 clusters Score -638285.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -638296.000000 Penalty: 2574.284424
	Iteration 42Q: 3 clusters Score -638296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -638314.750000 Penalty: 2574.284424
	Iteration 43Q: 3 clusters Score -638314.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -638330.250000 Penalty: 2574.284424
	Iteration 44Q: 3 clusters Score -638330.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -638348.187500 Penalty: 2574.284424
	Iteration 45Q: 3 clusters Score -638348.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -638364.187500 Penalty: 2574.284424
	Iteration 46Q: 3 clusters Score -638364.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -638380.125000 Penalty: 2574.284424
	Iteration 47Q: 3 clusters Score -638380.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -638396.312500 Penalty: 2574.284424
	Iteration 48Q: 3 clusters Score -638396.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -638418.062500 Penalty: 2574.284424
	Iteration 49Q: 3 clusters Score -638418.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -638441.375000 Penalty: 2574.284424
	Iteration 50Q: 3 clusters Score -638441.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -638464.000000 Penalty: 2574.284424
	Iteration 51Q: 3 clusters Score -638464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -638483.062500 Penalty: 2574.284424
	Iteration 52Q: 3 clusters Score -638483.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -638504.375000 Penalty: 2574.284424
	Iteration 53Q: 3 clusters Score -638504.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -638526.937500 Penalty: 2574.284424
	Iteration 54Q: 3 clusters Score -638526.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -638541.875000 Penalty: 2574.284424
	Iteration 55Q: 3 clusters Score -638541.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -638558.687500 Penalty: 2574.284424
	Iteration 56Q: 3 clusters Score -638558.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -638573.937500 Penalty: 2574.284424
	Iteration 57Q: 3 clusters Score -638573.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -638588.500000 Penalty: 2574.284424
	Iteration 58Q: 3 clusters Score -638588.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -638602.312500 Penalty: 2574.284424
	Iteration 59Q: 3 clusters Score -638602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -638614.875000 Penalty: 2574.284424
	Iteration 60F: 3 clusters Score -638614.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -638626.500000 Penalty: 2574.284424
	Iteration 61Q: 3 clusters Score -638626.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -638641.312500 Penalty: 2574.284424
	Iteration 62Q: 3 clusters Score -638641.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -638650.750000 Penalty: 2574.284424
	Iteration 63Q: 3 clusters Score -638650.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -638661.437500 Penalty: 2574.284424
	Iteration 64Q: 3 clusters Score -638661.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -638672.312500 Penalty: 2574.284424
	Iteration 65Q: 3 clusters Score -638672.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -638686.437500 Penalty: 2574.284424
	Iteration 66Q: 3 clusters Score -638686.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -638697.750000 Penalty: 2574.284424
	Iteration 67Q: 3 clusters Score -638697.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -638716.750000 Penalty: 2574.284424
	Iteration 68Q: 3 clusters Score -638716.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -638740.125000 Penalty: 2574.284424
	Iteration 69Q: 3 clusters Score -638740.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -638762.062500 Penalty: 2574.284424
	Iteration 70Q: 3 clusters Score -638762.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -638776.375000 Penalty: 2574.284424
	Iteration 71Q: 3 clusters Score -638776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -638787.500000 Penalty: 2574.284424
	Iteration 72Q: 3 clusters Score -638787.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -638800.562500 Penalty: 2574.284424
	Iteration 73Q: 3 clusters Score -638800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -638812.937500 Penalty: 2574.284424
	Iteration 74Q: 3 clusters Score -638812.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -638818.562500 Penalty: 2574.284424
	Iteration 75Q: 3 clusters Score -638818.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -638826.812500 Penalty: 2574.284424
	Iteration 76Q: 3 clusters Score -638826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -638833.125000 Penalty: 2574.284424
	Iteration 77Q: 3 clusters Score -638833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -638841.625000 Penalty: 2574.284424
	Iteration 78Q: 3 clusters Score -638841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -638852.625000 Penalty: 2574.284424
	Iteration 79Q: 3 clusters Score -638852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -638862.437500 Penalty: 2574.284424
	Iteration 80F: 3 clusters Score -638862.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -638866.687500 Penalty: 2574.284424
	Iteration 81Q: 3 clusters Score -638866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -638869.750000 Penalty: 2574.284424
	Iteration 82Q: 3 clusters Score -638869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -638870.875000 Penalty: 2574.284424
	Iteration 83Q: 3 clusters Score -638870.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -638870.875000 Penalty: 2574.284424
	Iteration 84F: 3 clusters Score -638870.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1837143.125000 Penalty: 1436.496094
	Iteration 0F: 2 clusters Score -1837143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1826811.375000 Penalty: 2872.992188
	Iteration 0F: 3 clusters Score -1826811 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1830432.750000 Penalty: 2872.992188
	Iteration 1F: 3 clusters Score -1830433 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1830718.000000 Penalty: 2872.992188
	Iteration 2F: 3 clusters Score -1830718 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1830907.750000 Penalty: 2872.992188
	Iteration 3Q: 3 clusters Score -1830908 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1831071.375000 Penalty: 2872.992188
	Iteration 4Q: 3 clusters Score -1831071 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1831210.750000 Penalty: 2872.992188
	Iteration 5Q: 3 clusters Score -1831211 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1831331.500000 Penalty: 2872.992188
	Iteration 6Q: 3 clusters Score -1831332 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1831452.375000 Penalty: 2872.992188
	Iteration 7Q: 3 clusters Score -1831452 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1831575.625000 Penalty: 2872.992188
	Iteration 8Q: 3 clusters Score -1831576 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1831723.250000 Penalty: 2872.992188
	Iteration 9Q: 3 clusters Score -1831723 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1831924.750000 Penalty: 2872.992188
	Iteration 10Q: 3 clusters Score -1831925 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1832187.375000 Penalty: 2872.992188
	Iteration 11Q: 3 clusters Score -1832187 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1832550.875000 Penalty: 2872.992188
	Iteration 12Q: 3 clusters Score -1832551 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1833045.125000 Penalty: 2872.992188
	Iteration 13F: 3 clusters Score -1833045 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1833632.250000 Penalty: 2872.992188
	Iteration 14F: 3 clusters Score -1833632 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1834265.000000 Penalty: 2872.992188
	Iteration 15F: 3 clusters Score -1834265 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1834911.000000 Penalty: 2872.992188
	Iteration 16Q: 3 clusters Score -1834911 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1835347.125000 Penalty: 2872.992188
	Iteration 17Q: 3 clusters Score -1835347 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1835601.500000 Penalty: 2872.992188
	Iteration 18Q: 3 clusters Score -1835602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1835750.250000 Penalty: 2872.992188
	Iteration 19Q: 3 clusters Score -1835750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1835841.875000 Penalty: 2872.992188
	Iteration 20F: 3 clusters Score -1835842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1835916.625000 Penalty: 2872.992188
	Iteration 21Q: 3 clusters Score -1835917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1835958.250000 Penalty: 2872.992188
	Iteration 22Q: 3 clusters Score -1835958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1835984.875000 Penalty: 2872.992188
	Iteration 23Q: 3 clusters Score -1835985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1835992.375000 Penalty: 2872.992188
	Iteration 24Q: 3 clusters Score -1835992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1835998.500000 Penalty: 2872.992188
	Iteration 25Q: 3 clusters Score -1835998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1836009.250000 Penalty: 2872.992188
	Iteration 26Q: 3 clusters Score -1836009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1836012.625000 Penalty: 2872.992188
	Iteration 27Q: 3 clusters Score -1836013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1836017.375000 Penalty: 2872.992188
	Iteration 28Q: 3 clusters Score -1836017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1836021.750000 Penalty: 2872.992188
	Iteration 29Q: 3 clusters Score -1836022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1836027.625000 Penalty: 2872.992188
	Iteration 30Q: 3 clusters Score -1836028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1836032.750000 Penalty: 2872.992188
	Iteration 31Q: 3 clusters Score -1836033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1836036.625000 Penalty: 2872.992188
	Iteration 32Q: 3 clusters Score -1836037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1836046.125000 Penalty: 2872.992188
	Iteration 33Q: 3 clusters Score -1836046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1836051.625000 Penalty: 2872.992188
	Iteration 34Q: 3 clusters Score -1836052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1836051.625000 Penalty: 2872.992188
	Iteration 35F: 3 clusters Score -1836052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21498.570312 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21498.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21634.683594 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21634.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21690.882812 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21690.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21700.347656 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21700.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21700.347656 Penalty: 1659.402466
	Iteration 4F: 3 clusters Score -21700.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Entering Unmasked Estep 
Score: -5423641.500000 Penalty: 1599.449951
	Iteration 0F: 2 clusters Score -5423642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5393279.000000 Penalty: 3198.899902
	Iteration 0F: 3 clusters Score -5393279 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5405047.500000 Penalty: 3198.899902
	Iteration 1F: 3 clusters Score -5405048 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5405682.500000 Penalty: 3198.899902
	Iteration 2Q: 3 clusters Score -5405682 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5406275.000000 Penalty: 3198.899902
	Iteration 3Q: 3 clusters Score -5406275 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5406838.500000 Penalty: 3198.899902
	Iteration 4Q: 3 clusters Score -5406838 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5407301.000000 Penalty: 3198.899902
	Iteration 5Q: 3 clusters Score -5407301 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5407853.000000 Penalty: 3198.899902
	Iteration 6Q: 3 clusters Score -5407853 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5408466.500000 Penalty: 3198.899902
	Iteration 7Q: 3 clusters Score -5408466 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5409133.500000 Penalty: 3198.899902
	Iteration 8Q: 3 clusters Score -5409134 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -5409992.000000 Penalty: 3198.899902
	Iteration 9Q: 3 clusters Score -5409992 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5410994.500000 Penalty: 3198.899902
	Iteration 10Q: 3 clusters Score -5410994 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5412067.500000 Penalty: 3198.899902
	Iteration 11Q: 3 clusters Score -5412068 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -5413120.000000 Penalty: 3198.899902
	Iteration 12Q: 3 clusters Score -5413120 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5413960.500000 Penalty: 3198.899902
	Iteration 13Q: 3 clusters Score -5413960 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5414482.000000 Penalty: 3198.899902
	Iteration 14Q: 3 clusters Score -5414482 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5414775.500000 Penalty: 3198.899902
	Iteration 15Q: 3 clusters Score -5414776 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5414924.000000 Penalty: 3198.899902
	Iteration 16Q: 3 clusters Score -5414924 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5415029.000000 Penalty: 3198.899902
	Iteration 17Q: 3 clusters Score -5415029 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5415138.000000 Penalty: 3198.899902
	Iteration 18Q: 3 clusters Score -5415138 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5415231.500000 Penalty: 3198.899902
	Iteration 19Q: 3 clusters Score -5415232 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5415281.500000 Penalty: 3198.899902
	Iteration 20F: 3 clusters Score -5415282 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -5415417.000000 Penalty: 3198.899902
	Iteration 21Q: 3 clusters Score -5415417 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -5415543.500000 Penalty: 3198.899902
	Iteration 22Q: 3 clusters Score -5415544 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -5415707.500000 Penalty: 3198.899902
	Iteration 23Q: 3 clusters Score -5415708 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5415855.000000 Penalty: 3198.899902
	Iteration 24Q: 3 clusters Score -5415855 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -5416010.500000 Penalty: 3198.899902
	Iteration 25Q: 3 clusters Score -5416010 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -5416189.500000 Penalty: 3198.899902
	Iteration 26Q: 3 clusters Score -5416190 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5416391.500000 Penalty: 3198.899902
	Iteration 27Q: 3 clusters Score -5416392 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -5416639.000000 Penalty: 3198.899902
	Iteration 28Q: 3 clusters Score -5416639 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5416921.000000 Penalty: 3198.899902
	Iteration 29Q: 3 clusters Score -5416921 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -5417201.000000 Penalty: 3198.899902
	Iteration 30Q: 3 clusters Score -5417201 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -5417509.000000 Penalty: 3198.899902
	Iteration 31Q: 3 clusters Score -5417509 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -5417854.000000 Penalty: 3198.899902
	Iteration 32Q: 3 clusters Score -5417854 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5418199.500000 Penalty: 3198.899902
	Iteration 33Q: 3 clusters Score -5418200 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5418581.000000 Penalty: 3198.899902
	Iteration 34Q: 3 clusters Score -5418581 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -5418975.000000 Penalty: 3198.899902
	Iteration 35Q: 3 clusters Score -5418975 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5419343.000000 Penalty: 3198.899902
	Iteration 36Q: 3 clusters Score -5419343 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -5419727.500000 Penalty: 3198.899902
	Iteration 37Q: 3 clusters Score -5419728 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -5420102.500000 Penalty: 3198.899902
	Iteration 38Q: 3 clusters Score -5420102 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5420399.500000 Penalty: 3198.899902
	Iteration 39Q: 3 clusters Score -5420400 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5420689.000000 Penalty: 3198.899902
	Iteration 40F: 3 clusters Score -5420689 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -5420957.000000 Penalty: 3198.899902
	Iteration 41Q: 3 clusters Score -5420957 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5421159.000000 Penalty: 3198.899902
	Iteration 42Q: 3 clusters Score -5421159 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5421341.500000 Penalty: 3198.899902
	Iteration 43Q: 3 clusters Score -5421342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5421526.500000 Penalty: 3198.899902
	Iteration 44Q: 3 clusters Score -5421526 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5421708.500000 Penalty: 3198.899902
	Iteration 45Q: 3 clusters Score -5421708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5421841.500000 Penalty: 3198.899902
	Iteration 46Q: 3 clusters Score -5421842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5421955.500000 Penalty: 3198.899902
	Iteration 47Q: 3 clusters Score -5421956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -5422056.000000 Penalty: 3198.899902
	Iteration 48Q: 3 clusters Score -5422056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -5422130.500000 Penalty: 3198.899902
	Iteration 49Q: 3 clusters Score -5422130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5422215.000000 Penalty: 3198.899902
	Iteration 50Q: 3 clusters Score -5422215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -5422261.500000 Penalty: 3198.899902
	Iteration 51Q: 3 clusters Score -5422262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5422306.000000 Penalty: 3198.899902
	Iteration 52Q: 3 clusters Score -5422306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -5422355.000000 Penalty: 3198.899902
	Iteration 53Q: 3 clusters Score -5422355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5422375.500000 Penalty: 3198.899902
	Iteration 54Q: 3 clusters Score -5422376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -5422400.500000 Penalty: 3198.899902
	Iteration 55Q: 3 clusters Score -5422400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -5422415.000000 Penalty: 3198.899902
	Iteration 56Q: 3 clusters Score -5422415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5422431.000000 Penalty: 3198.899902
	Iteration 57Q: 3 clusters Score -5422431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5422445.000000 Penalty: 3198.899902
	Iteration 58Q: 3 clusters Score -5422445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -5422450.500000 Penalty: 3198.899902
	Iteration 59Q: 3 clusters Score -5422450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5422452.500000 Penalty: 3198.899902
	Iteration 60F: 3 clusters Score -5422452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -5422454.500000 Penalty: 3198.899902
	Iteration 61Q: 3 clusters Score -5422454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5422465.000000 Penalty: 3198.899902
	Iteration 62Q: 3 clusters Score -5422465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -5422473.000000 Penalty: 3198.899902
	Iteration 63Q: 3 clusters Score -5422473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5422472.000000 Penalty: 3198.899902
	Iteration 64Q: 3 clusters Score -5422472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5422475.500000 Penalty: 3198.899902
	Iteration 65Q: 3 clusters Score -5422476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5422475.500000 Penalty: 3198.899902
	Iteration 66F: 3 clusters Score -5422476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -1040634.312500 Penalty: 1350.731201
	Iteration 0F: 2 clusters Score -1040634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1034639.625000 Penalty: 2701.462402
	Iteration 0F: 3 clusters Score -1034640 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1036613.437500 Penalty: 2701.462402
	Iteration 1F: 3 clusters Score -1036613 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1036890.250000 Penalty: 2701.462402
	Iteration 2F: 3 clusters Score -1036890 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1037129.500000 Penalty: 2701.462402
	Iteration 3Q: 3 clusters Score -1037130 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1037397.500000 Penalty: 2701.462402
	Iteration 4Q: 3 clusters Score -1037398 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1037645.875000 Penalty: 2701.462402
	Iteration 5Q: 3 clusters Score -1037646 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1037873.812500 Penalty: 2701.462402
	Iteration 6Q: 3 clusters Score -1037874 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1038109.187500 Penalty: 2701.462402
	Iteration 7Q: 3 clusters Score -1038109 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1038337.562500 Penalty: 2701.462402
	Iteration 8Q: 3 clusters Score -1038338 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1038572.375000 Penalty: 2701.462402
	Iteration 9Q: 3 clusters Score -1038572 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1038773.750000 Penalty: 2701.462402
	Iteration 10Q: 3 clusters Score -1038774 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1038960.437500 Penalty: 2701.462402
	Iteration 11Q: 3 clusters Score -1038960 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1039137.750000 Penalty: 2701.462402
	Iteration 12Q: 3 clusters Score -1039138 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1039300.500000 Penalty: 2701.462402
	Iteration 13Q: 3 clusters Score -1039300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1039411.500000 Penalty: 2701.462402
	Iteration 14Q: 3 clusters Score -1039412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1039505.500000 Penalty: 2701.462402
	Iteration 15Q: 3 clusters Score -1039506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1039572.875000 Penalty: 2701.462402
	Iteration 16Q: 3 clusters Score -1039573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1039627.187500 Penalty: 2701.462402
	Iteration 17Q: 3 clusters Score -1039627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1039671.250000 Penalty: 2701.462402
	Iteration 18Q: 3 clusters Score -1039671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1039703.375000 Penalty: 2701.462402
	Iteration 19Q: 3 clusters Score -1039703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1039730.562500 Penalty: 2701.462402
	Iteration 20F: 3 clusters Score -1039731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1039748.125000 Penalty: 2701.462402
	Iteration 21Q: 3 clusters Score -1039748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1039760.375000 Penalty: 2701.462402
	Iteration 22Q: 3 clusters Score -1039760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1039768.687500 Penalty: 2701.462402
	Iteration 23Q: 3 clusters Score -1039769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1039779.937500 Penalty: 2701.462402
	Iteration 24Q: 3 clusters Score -1039780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1039790.187500 Penalty: 2701.462402
	Iteration 25Q: 3 clusters Score -1039790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1039797.625000 Penalty: 2701.462402
	Iteration 26Q: 3 clusters Score -1039798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1039803.187500 Penalty: 2701.462402
	Iteration 27Q: 3 clusters Score -1039803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1039807.062500 Penalty: 2701.462402
	Iteration 28Q: 3 clusters Score -1039807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1039809.500000 Penalty: 2701.462402
	Iteration 29Q: 3 clusters Score -1039810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1039810.187500 Penalty: 2701.462402
	Iteration 30Q: 3 clusters Score -1039810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1039811.687500 Penalty: 2701.462402
	Iteration 31Q: 3 clusters Score -1039812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1039811.687500 Penalty: 2701.462402
	Iteration 32F: 3 clusters Score -1039812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27084.474609 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27084.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27283.878906 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27283.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27338.869141 Penalty: 1741.615479
	Iteration 2Q: 3 clusters Score -27338.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27403.128906 Penalty: 1741.615479
	Iteration 3Q: 3 clusters Score -27403.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27483.845703 Penalty: 1741.615479
	Iteration 4F: 3 clusters Score -27483.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27571.199219 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -27571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27616.009766 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -27616.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27687.513672 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -27687.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27751.927734 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -27751.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27822.416016 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -27822.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27850.660156 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -27850.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27851.005859 Penalty: 1741.615479
	Iteration 11F: 3 clusters Score -27851.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27865.921875 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -27865.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27865.921875 Penalty: 1741.615479
	Iteration 13F: 3 clusters Score -27865.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23503 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 75633 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52688 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10467 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 2461 members 
Mstep: Class 57 contains 232 members 
Entering Unmasked Estep 
Score: -111088296.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089432.000000 to -111088296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -287917.656250 Penalty: 1161.878418
	Iteration 0F: 2 clusters Score -287917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -285750.937500 Penalty: 2323.756836
	Iteration 0F: 3 clusters Score -285750.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -286309.156250 Penalty: 2323.756836
	Iteration 1F: 3 clusters Score -286309.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -286464.375000 Penalty: 2323.756836
	Iteration 2F: 3 clusters Score -286464.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -286540.156250 Penalty: 2323.756836
	Iteration 3Q: 3 clusters Score -286540.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -286578.718750 Penalty: 2323.756836
	Iteration 4Q: 3 clusters Score -286578.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -286600.062500 Penalty: 2323.756836
	Iteration 5Q: 3 clusters Score -286600.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286614.625000 Penalty: 2323.756836
	Iteration 6Q: 3 clusters Score -286614.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286623.375000 Penalty: 2323.756836
	Iteration 7Q: 3 clusters Score -286623.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286632.750000 Penalty: 2323.756836
	Iteration 8Q: 3 clusters Score -286632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -286639.093750 Penalty: 2323.756836
	Iteration 9Q: 3 clusters Score -286639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -286645.687500 Penalty: 2323.756836
	Iteration 10Q: 3 clusters Score -286645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -286652.500000 Penalty: 2323.756836
	Iteration 11Q: 3 clusters Score -286652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -286659.750000 Penalty: 2323.756836
	Iteration 12Q: 3 clusters Score -286659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286666.156250 Penalty: 2323.756836
	Iteration 13Q: 3 clusters Score -286666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -286669.906250 Penalty: 2323.756836
	Iteration 14Q: 3 clusters Score -286669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -286672.750000 Penalty: 2323.756836
	Iteration 15Q: 3 clusters Score -286672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -286677.031250 Penalty: 2323.756836
	Iteration 16Q: 3 clusters Score -286677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286677.625000 Penalty: 2323.756836
	Iteration 17Q: 3 clusters Score -286677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -286678.156250 Penalty: 2323.756836
	Iteration 18Q: 3 clusters Score -286678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -286678.156250 Penalty: 2323.756836
	Iteration 19F: 3 clusters Score -286678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23503 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 75633 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52688 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3172 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10467 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089432.000000 Penalty: 115153.429688
Iteration 319Q: 57 clusters Score -1.110894e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23510 members 
Mstep: Class 8 contains 7621 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65894 members 
Mstep: Class 11 contains 75630 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10871 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27567 members 
Mstep: Class 23 contains 7694 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52685 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 114245 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3173 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10466 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5712 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089416.000000 Penalty: 115153.429688
Iteration 320F: 57 clusters Score -1.110894e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23517 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65893 members 
Mstep: Class 11 contains 75627 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10871 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27571 members 
Mstep: Class 23 contains 7689 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16496 members 
Mstep: Class 27 contains 13609 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52682 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5270 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10468 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089392.000000 Penalty: 115153.429688
Iteration 321Q: 57 clusters Score -1.110894e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20420 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23523 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65892 members 
Mstep: Class 11 contains 75625 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10875 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27569 members 
Mstep: Class 23 contains 7687 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16498 members 
Mstep: Class 27 contains 13608 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52676 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 114243 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3174 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10470 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089432.000000 Penalty: 115153.429688
Iteration 322Q: 57 clusters Score -1.110894e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23529 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65890 members 
Mstep: Class 11 contains 75625 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10878 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27565 members 
Mstep: Class 23 contains 7687 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16498 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52675 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5274 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10475 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089416.000000 Penalty: 115153.429688
Iteration 323Q: 57 clusters Score -1.110894e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69395 members 
Mstep: Class 7 contains 23533 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65887 members 
Mstep: Class 11 contains 75623 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10881 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27569 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16498 members 
Mstep: Class 27 contains 13606 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52668 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10479 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089472.000000 Penalty: 115153.429688
Iteration 324Q: 57 clusters Score -1.110895e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 23535 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65885 members 
Mstep: Class 11 contains 75623 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27576 members 
Mstep: Class 23 contains 7679 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13604 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52661 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 114240 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10484 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089544.000000 Penalty: 115153.429688
Iteration 325Q: 57 clusters Score -1.110895e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17610 members 
Mstep: Class 6 contains 69397 members 
Mstep: Class 7 contains 23538 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65882 members 
Mstep: Class 11 contains 75623 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27578 members 
Mstep: Class 23 contains 7679 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16497 members 
Mstep: Class 27 contains 13604 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52658 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 114239 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4538 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10486 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5712 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089528.000000 Penalty: 115153.429688
Iteration 326Q: 57 clusters Score -1.110895e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69396 members 
Mstep: Class 7 contains 23539 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65882 members 
Mstep: Class 11 contains 75622 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27582 members 
Mstep: Class 23 contains 7679 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16498 members 
Mstep: Class 27 contains 13603 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52655 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5277 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 114239 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10489 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089520.000000 Penalty: 115153.429688
Iteration 327Q: 57 clusters Score -1.110895e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69393 members 
Mstep: Class 7 contains 23540 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65882 members 
Mstep: Class 11 contains 75619 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10883 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27589 members 
Mstep: Class 23 contains 7677 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16500 members 
Mstep: Class 27 contains 13601 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52652 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 114239 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3957 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10496 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8589 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089528.000000 Penalty: 115153.429688
Iteration 328Q: 57 clusters Score -1.110895e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69391 members 
Mstep: Class 7 contains 23542 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65882 members 
Mstep: Class 11 contains 75617 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10885 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27592 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13600 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52646 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5280 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11060 members 
Mstep: Class 35 contains 114239 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3956 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10504 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089536.000000 Penalty: 115153.429688
Iteration 329Q: 57 clusters Score -1.110895e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69392 members 
Mstep: Class 7 contains 23545 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65881 members 
Mstep: Class 11 contains 75615 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27593 members 
Mstep: Class 23 contains 7674 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13599 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52645 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 114240 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10509 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089520.000000 Penalty: 115153.429688
Iteration 330Q: 57 clusters Score -1.110895e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20416 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69389 members 
Mstep: Class 7 contains 23546 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65881 members 
Mstep: Class 11 contains 75614 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27596 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13601 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52641 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5280 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 114240 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10515 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8590 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089592.000000 Penalty: 115153.429688
Iteration 331Q: 57 clusters Score -1.110896e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 20415 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69389 members 
Mstep: Class 7 contains 23547 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65881 members 
Mstep: Class 11 contains 75615 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27598 members 
Mstep: Class 23 contains 7669 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13600 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52635 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11057 members 
Mstep: Class 35 contains 114240 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10524 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089616.000000 Penalty: 115153.429688
Iteration 332Q: 57 clusters Score -1.110896e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 20414 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 69391 members 
Mstep: Class 7 contains 23549 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65881 members 
Mstep: Class 11 contains 75615 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27601 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13597 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52631 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11055 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3175 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10529 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089616.000000 Penalty: 115153.429688
Iteration 333Q: 57 clusters Score -1.110896e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 20416 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 69390 members 
Mstep: Class 7 contains 23549 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65880 members 
Mstep: Class 11 contains 75615 members 
Mstep: Class 12 contains 6215 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27605 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13596 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52630 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 114239 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 3176 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10531 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1513 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089584.000000 Penalty: 115153.429688
Iteration 334Q: 57 clusters Score -1.110896e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20416 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 69389 members 
Mstep: Class 7 contains 23549 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65879 members 
Mstep: Class 11 contains 75614 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10895 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13596 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52626 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 114236 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3956 members 
Mstep: Class 40 contains 3176 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10537 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1512 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 335Q: 57 clusters Score -1.110895e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20416 members 
Mstep: Class 4 contains 5796 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 69392 members 
Mstep: Class 7 contains 23551 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65877 members 
Mstep: Class 11 contains 75610 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27614 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13595 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52616 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 114235 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3957 members 
Mstep: Class 40 contains 3176 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10548 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1511 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089440.000000 Penalty: 115153.429688
Iteration 336Q: 57 clusters Score -1.110894e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20415 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 69394 members 
Mstep: Class 7 contains 23554 members 
Mstep: Class 8 contains 7556 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65877 members 
Mstep: Class 11 contains 75607 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27615 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13592 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52605 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11052 members 
Mstep: Class 35 contains 114235 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3959 members 
Mstep: Class 40 contains 3177 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10563 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089496.000000 Penalty: 115153.429688
Iteration 337Q: 57 clusters Score -1.110895e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20412 members 
Mstep: Class 4 contains 5793 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 69392 members 
Mstep: Class 7 contains 23558 members 
Mstep: Class 8 contains 7546 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65878 members 
Mstep: Class 11 contains 75604 members 
Mstep: Class 12 contains 6222 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10904 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27619 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52597 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5283 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11052 members 
Mstep: Class 35 contains 114236 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3961 members 
Mstep: Class 40 contains 3178 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10569 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8592 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089504.000000 Penalty: 115153.429688
Iteration 338Q: 57 clusters Score -1.110895e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 5789 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69387 members 
Mstep: Class 7 contains 23560 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65877 members 
Mstep: Class 11 contains 75602 members 
Mstep: Class 12 contains 6223 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27619 members 
Mstep: Class 23 contains 7670 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52587 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5287 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 114239 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4536 members 
Mstep: Class 39 contains 3962 members 
Mstep: Class 40 contains 3178 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10580 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46581 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089488.000000 Penalty: 115153.429688
Iteration 339Q: 57 clusters Score -1.110895e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69386 members 
Mstep: Class 7 contains 23562 members 
Mstep: Class 8 contains 7539 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65873 members 
Mstep: Class 11 contains 75598 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10909 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27624 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52578 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5288 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11052 members 
Mstep: Class 35 contains 114237 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 3178 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10588 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089424.000000 Penalty: 115153.429688
Iteration 340F: 57 clusters Score -1.110894e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 5786 members 
Mstep: Class 5 contains 17608 members 
Mstep: Class 6 contains 69389 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65869 members 
Mstep: Class 11 contains 75597 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27626 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16502 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52576 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5288 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11050 members 
Mstep: Class 35 contains 114231 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4539 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3180 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 10594 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5709 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 341Q: 57 clusters Score -1.110895e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 17607 members 
Mstep: Class 6 contains 69387 members 
Mstep: Class 7 contains 23567 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65866 members 
Mstep: Class 11 contains 75597 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10915 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27622 members 
Mstep: Class 23 contains 7669 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16504 members 
Mstep: Class 27 contains 13593 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52570 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5291 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11050 members 
Mstep: Class 35 contains 114228 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4543 members 
Mstep: Class 39 contains 3966 members 
Mstep: Class 40 contains 3181 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10602 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5710 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089432.000000 Penalty: 115153.429688
Iteration 342Q: 57 clusters Score -1.110894e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 17607 members 
Mstep: Class 6 contains 69385 members 
Mstep: Class 7 contains 23569 members 
Mstep: Class 8 contains 7515 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65863 members 
Mstep: Class 11 contains 75597 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 42060 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10920 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27624 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16505 members 
Mstep: Class 27 contains 13589 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52565 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5293 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 114227 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4546 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3181 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10613 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089408.000000 Penalty: 115153.429688
Iteration 343Q: 57 clusters Score -1.110894e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20406 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 17604 members 
Mstep: Class 6 contains 69381 members 
Mstep: Class 7 contains 23572 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65859 members 
Mstep: Class 11 contains 75597 members 
Mstep: Class 12 contains 6226 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 10923 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27621 members 
Mstep: Class 23 contains 7662 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16508 members 
Mstep: Class 27 contains 13589 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52558 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5296 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 114227 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4548 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 3180 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 10623 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8596 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46583 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089464.000000 Penalty: 115153.429688
Iteration 344Q: 57 clusters Score -1.110895e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 17601 members 
Mstep: Class 6 contains 69382 members 
Mstep: Class 7 contains 23579 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65854 members 
Mstep: Class 11 contains 75597 members 
Mstep: Class 12 contains 6226 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73019 members 
Mstep: Class 15 contains 10924 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27619 members 
Mstep: Class 23 contains 7658 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16509 members 
Mstep: Class 27 contains 13589 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52554 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5299 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11047 members 
Mstep: Class 35 contains 114227 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4552 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 3181 members 
Mstep: Class 41 contains 8014 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10630 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15582 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46582 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 345Q: 57 clusters Score -1.110895e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 17598 members 
Mstep: Class 6 contains 69382 members 
Mstep: Class 7 contains 23583 members 
Mstep: Class 8 contains 7514 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65853 members 
Mstep: Class 11 contains 75597 members 
Mstep: Class 12 contains 6227 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73019 members 
Mstep: Class 15 contains 10927 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27616 members 
Mstep: Class 23 contains 7654 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16511 members 
Mstep: Class 27 contains 13590 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52546 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5299 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11045 members 
Mstep: Class 35 contains 114225 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 3184 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10648 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8593 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089384.000000 Penalty: 115153.429688
Iteration 346Q: 57 clusters Score -1.110894e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20403 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 17598 members 
Mstep: Class 6 contains 69383 members 
Mstep: Class 7 contains 23586 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65852 members 
Mstep: Class 11 contains 75596 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73019 members 
Mstep: Class 15 contains 10926 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27614 members 
Mstep: Class 23 contains 7650 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16511 members 
Mstep: Class 27 contains 13589 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52539 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5302 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11039 members 
Mstep: Class 35 contains 114225 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3962 members 
Mstep: Class 40 contains 3186 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10662 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8595 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089424.000000 Penalty: 115153.429688
Iteration 347Q: 57 clusters Score -1.110894e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 5 contains 17597 members 
Mstep: Class 6 contains 69381 members 
Mstep: Class 7 contains 23589 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65850 members 
Mstep: Class 11 contains 75595 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73019 members 
Mstep: Class 15 contains 10927 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27614 members 
Mstep: Class 23 contains 7648 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 13587 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52531 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5305 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 114226 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 3187 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10675 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089496.000000 Penalty: 115153.429688
Iteration 348Q: 57 clusters Score -1.110895e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20400 members 
Mstep: Class 4 contains 5782 members 
Mstep: Class 5 contains 17594 members 
Mstep: Class 6 contains 69382 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65849 members 
Mstep: Class 11 contains 75595 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73019 members 
Mstep: Class 15 contains 10927 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27606 members 
Mstep: Class 23 contains 7648 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 13585 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52516 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5310 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 114226 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3967 members 
Mstep: Class 40 contains 3187 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10696 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8601 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089528.000000 Penalty: 115153.429688
Iteration 349Q: 57 clusters Score -1.110895e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5780 members 
Mstep: Class 5 contains 17593 members 
Mstep: Class 6 contains 69379 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 7489 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65848 members 
Mstep: Class 11 contains 75595 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73020 members 
Mstep: Class 15 contains 10930 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27600 members 
Mstep: Class 23 contains 7645 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 13585 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52507 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5313 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 114225 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3967 members 
Mstep: Class 40 contains 3187 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10715 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8603 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5712 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089552.000000 Penalty: 115153.429688
Iteration 350Q: 57 clusters Score -1.110896e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 17593 members 
Mstep: Class 6 contains 69378 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 7478 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65847 members 
Mstep: Class 11 contains 75593 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73020 members 
Mstep: Class 15 contains 10933 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 27599 members 
Mstep: Class 23 contains 7639 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 13586 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52504 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5314 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11042 members 
Mstep: Class 35 contains 114222 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3968 members 
Mstep: Class 40 contains 3187 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10737 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5712 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089632.000000 Penalty: 115153.429688
Iteration 351Q: 57 clusters Score -1.110896e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5775 members 
Mstep: Class 5 contains 17591 members 
Mstep: Class 6 contains 69376 members 
Mstep: Class 7 contains 23589 members 
Mstep: Class 8 contains 7474 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65849 members 
Mstep: Class 11 contains 75591 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73020 members 
Mstep: Class 15 contains 10934 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 27597 members 
Mstep: Class 23 contains 7633 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 13586 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52498 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5313 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 114218 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3969 members 
Mstep: Class 40 contains 3188 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10765 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089648.000000 Penalty: 115153.429688
Iteration 352Q: 57 clusters Score -1.110896e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 17588 members 
Mstep: Class 6 contains 69376 members 
Mstep: Class 7 contains 23587 members 
Mstep: Class 8 contains 7469 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65850 members 
Mstep: Class 11 contains 75589 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 15 contains 10930 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27594 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 13585 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52491 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5313 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 114213 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3970 members 
Mstep: Class 40 contains 3189 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10795 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8602 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089648.000000 Penalty: 115153.429688
Iteration 353Q: 57 clusters Score -1.110896e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 17585 members 
Mstep: Class 6 contains 69373 members 
Mstep: Class 7 contains 23587 members 
Mstep: Class 8 contains 7467 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65850 members 
Mstep: Class 11 contains 75587 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 10931 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27600 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16514 members 
Mstep: Class 27 contains 13586 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52479 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5317 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 114213 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3968 members 
Mstep: Class 40 contains 3190 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10813 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8600 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089520.000000 Penalty: 115153.429688
Iteration 354Q: 57 clusters Score -1.110895e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20403 members 
Mstep: Class 4 contains 5772 members 
Mstep: Class 5 contains 17585 members 
Mstep: Class 6 contains 69370 members 
Mstep: Class 7 contains 23590 members 
Mstep: Class 8 contains 7460 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65847 members 
Mstep: Class 11 contains 75585 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 10933 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27604 members 
Mstep: Class 23 contains 7621 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16516 members 
Mstep: Class 27 contains 13585 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52467 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5321 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11036 members 
Mstep: Class 35 contains 114211 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3968 members 
Mstep: Class 40 contains 3190 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10833 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8597 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089400.000000 Penalty: 115153.429688
Iteration 355Q: 57 clusters Score -1.110894e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17584 members 
Mstep: Class 6 contains 69368 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65845 members 
Mstep: Class 11 contains 75583 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 10937 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27600 members 
Mstep: Class 23 contains 7618 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16518 members 
Mstep: Class 27 contains 13586 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52454 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5325 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11034 members 
Mstep: Class 35 contains 114213 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3968 members 
Mstep: Class 40 contains 3191 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10841 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8594 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 356Q: 57 clusters Score -1.110895e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17583 members 
Mstep: Class 6 contains 69366 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 7469 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65838 members 
Mstep: Class 11 contains 75577 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 10947 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27605 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 16518 members 
Mstep: Class 27 contains 13585 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52444 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5331 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11031 members 
Mstep: Class 35 contains 114214 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3967 members 
Mstep: Class 40 contains 3192 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10851 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8591 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 357Q: 57 clusters Score -1.110895e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17582 members 
Mstep: Class 6 contains 69364 members 
Mstep: Class 7 contains 23600 members 
Mstep: Class 8 contains 7471 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65832 members 
Mstep: Class 11 contains 75571 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10952 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27603 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13583 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52435 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11029 members 
Mstep: Class 35 contains 114216 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3966 members 
Mstep: Class 40 contains 3192 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10862 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089280.000000 Penalty: 115153.429688
Iteration 358Q: 57 clusters Score -1.110893e+08 nChanged 84
Entering ConstructFrom: 
Score: -111089280.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46837.511719 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46837.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46999.988281 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -46999.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47080.937500 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -47080.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47136.765625 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47136.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47170.769531 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47170.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47191.792969 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47191.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47209.996094 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47224.785156 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47224.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47228.562500 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47228.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47228.562500 Penalty: 1823.356323
	Iteration 9F: 3 clusters Score -47228.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Entering Unmasked Estep 
Score: -348049.312500 Penalty: 1201.415161
	Iteration 0F: 2 clusters Score -348049.3 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 1566 members 
Entering Unmasked Estep 
Score: -345435.656250 Penalty: 2402.830322
	Iteration 0F: 3 clusters Score -345435.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -346086.468750 Penalty: 2402.830322
	Iteration 1F: 3 clusters Score -346086.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346257.343750 Penalty: 2402.830322
	Iteration 2F: 3 clusters Score -346257.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -346350.687500 Penalty: 2402.830322
	Iteration 3Q: 3 clusters Score -346350.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346409.468750 Penalty: 2402.830322
	Iteration 4Q: 3 clusters Score -346409.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -346453.125000 Penalty: 2402.830322
	Iteration 5Q: 3 clusters Score -346453.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -346490.718750 Penalty: 2402.830322
	Iteration 6Q: 3 clusters Score -346490.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -346530.468750 Penalty: 2402.830322
	Iteration 7Q: 3 clusters Score -346530.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -346564.062500 Penalty: 2402.830322
	Iteration 8Q: 3 clusters Score -346564.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -346594.968750 Penalty: 2402.830322
	Iteration 9Q: 3 clusters Score -346595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -346617.750000 Penalty: 2402.830322
	Iteration 10Q: 3 clusters Score -346617.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -346637.437500 Penalty: 2402.830322
	Iteration 11Q: 3 clusters Score -346637.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -346654.125000 Penalty: 2402.830322
	Iteration 12Q: 3 clusters Score -346654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -346665.500000 Penalty: 2402.830322
	Iteration 13Q: 3 clusters Score -346665.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -346678.781250 Penalty: 2402.830322
	Iteration 14Q: 3 clusters Score -346678.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -346693.812500 Penalty: 2402.830322
	Iteration 15Q: 3 clusters Score -346693.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -346706.843750 Penalty: 2402.830322
	Iteration 16Q: 3 clusters Score -346706.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -346718.500000 Penalty: 2402.830322
	Iteration 17Q: 3 clusters Score -346718.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -346728.062500 Penalty: 2402.830322
	Iteration 18Q: 3 clusters Score -346728.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -346736.281250 Penalty: 2402.830322
	Iteration 19Q: 3 clusters Score -346736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -346744.781250 Penalty: 2402.830322
	Iteration 20F: 3 clusters Score -346744.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -346754.968750 Penalty: 2402.830322
	Iteration 21Q: 3 clusters Score -346755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -346767.000000 Penalty: 2402.830322
	Iteration 22Q: 3 clusters Score -346767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -346777.937500 Penalty: 2402.830322
	Iteration 23Q: 3 clusters Score -346777.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -346786.875000 Penalty: 2402.830322
	Iteration 24Q: 3 clusters Score -346786.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -346800.031250 Penalty: 2402.830322
	Iteration 25Q: 3 clusters Score -346800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -346808.281250 Penalty: 2402.830322
	Iteration 26Q: 3 clusters Score -346808.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -346815.656250 Penalty: 2402.830322
	Iteration 27Q: 3 clusters Score -346815.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -346823.281250 Penalty: 2402.830322
	Iteration 28Q: 3 clusters Score -346823.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -346832.937500 Penalty: 2402.830322
	Iteration 29Q: 3 clusters Score -346832.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -346845.281250 Penalty: 2402.830322
	Iteration 30Q: 3 clusters Score -346845.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -346854.906250 Penalty: 2402.830322
	Iteration 31Q: 3 clusters Score -346854.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -346862.531250 Penalty: 2402.830322
	Iteration 32Q: 3 clusters Score -346862.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -346869.218750 Penalty: 2402.830322
	Iteration 33Q: 3 clusters Score -346869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -346876.531250 Penalty: 2402.830322
	Iteration 34Q: 3 clusters Score -346876.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -346883.718750 Penalty: 2402.830322
	Iteration 35Q: 3 clusters Score -346883.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -346891.250000 Penalty: 2402.830322
	Iteration 36Q: 3 clusters Score -346891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -346896.468750 Penalty: 2402.830322
	Iteration 37Q: 3 clusters Score -346896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -346902.656250 Penalty: 2402.830322
	Iteration 38Q: 3 clusters Score -346902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -346906.687500 Penalty: 2402.830322
	Iteration 39Q: 3 clusters Score -346906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -346912.500000 Penalty: 2402.830322
	Iteration 40F: 3 clusters Score -346912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -346916.312500 Penalty: 2402.830322
	Iteration 41Q: 3 clusters Score -346916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -346923.843750 Penalty: 2402.830322
	Iteration 42Q: 3 clusters Score -346923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -346928.125000 Penalty: 2402.830322
	Iteration 43Q: 3 clusters Score -346928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -346932.468750 Penalty: 2402.830322
	Iteration 44Q: 3 clusters Score -346932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -346934.218750 Penalty: 2402.830322
	Iteration 45Q: 3 clusters Score -346934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -346934.218750 Penalty: 2402.830322
	Iteration 46F: 3 clusters Score -346934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Entering Unmasked Estep 
Score: -2307836.000000 Penalty: 1476.636719
	Iteration 0F: 2 clusters Score -2307836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2294448.250000 Penalty: 2953.273438
	Iteration 0F: 3 clusters Score -2294448 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2299320.250000 Penalty: 2953.273438
	Iteration 1F: 3 clusters Score -2299320 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2299735.250000 Penalty: 2953.273438
	Iteration 2F: 3 clusters Score -2299735 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2300064.500000 Penalty: 2953.273438
	Iteration 3Q: 3 clusters Score -2300064 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2300311.500000 Penalty: 2953.273438
	Iteration 4Q: 3 clusters Score -2300312 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2300587.750000 Penalty: 2953.273438
	Iteration 5Q: 3 clusters Score -2300588 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2300887.500000 Penalty: 2953.273438
	Iteration 6Q: 3 clusters Score -2300888 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2301214.500000 Penalty: 2953.273438
	Iteration 7Q: 3 clusters Score -2301214 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2301567.750000 Penalty: 2953.273438
	Iteration 8Q: 3 clusters Score -2301568 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2302028.750000 Penalty: 2953.273438
	Iteration 9Q: 3 clusters Score -2302029 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2302618.500000 Penalty: 2953.273438
	Iteration 10Q: 3 clusters Score -2302618 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2303225.250000 Penalty: 2953.273438
	Iteration 11Q: 3 clusters Score -2303225 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2303841.250000 Penalty: 2953.273438
	Iteration 12Q: 3 clusters Score -2303841 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2304330.000000 Penalty: 2953.273438
	Iteration 13Q: 3 clusters Score -2304330 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2304679.750000 Penalty: 2953.273438
	Iteration 14Q: 3 clusters Score -2304680 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2304885.000000 Penalty: 2953.273438
	Iteration 15Q: 3 clusters Score -2304885 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2305033.250000 Penalty: 2953.273438
	Iteration 16Q: 3 clusters Score -2305033 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2305167.000000 Penalty: 2953.273438
	Iteration 17Q: 3 clusters Score -2305167 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2305253.000000 Penalty: 2953.273438
	Iteration 18Q: 3 clusters Score -2305253 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2305366.750000 Penalty: 2953.273438
	Iteration 19Q: 3 clusters Score -2305367 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2305455.000000 Penalty: 2953.273438
	Iteration 20F: 3 clusters Score -2305455 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2305547.000000 Penalty: 2953.273438
	Iteration 21Q: 3 clusters Score -2305547 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2305606.750000 Penalty: 2953.273438
	Iteration 22Q: 3 clusters Score -2305607 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2305661.750000 Penalty: 2953.273438
	Iteration 23Q: 3 clusters Score -2305662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2305701.750000 Penalty: 2953.273438
	Iteration 24Q: 3 clusters Score -2305702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2305749.500000 Penalty: 2953.273438
	Iteration 25Q: 3 clusters Score -2305750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2305794.000000 Penalty: 2953.273438
	Iteration 26Q: 3 clusters Score -2305794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2305841.750000 Penalty: 2953.273438
	Iteration 27Q: 3 clusters Score -2305842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2305875.500000 Penalty: 2953.273438
	Iteration 28Q: 3 clusters Score -2305876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2305907.500000 Penalty: 2953.273438
	Iteration 29Q: 3 clusters Score -2305908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2305952.250000 Penalty: 2953.273438
	Iteration 30Q: 3 clusters Score -2305952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2305980.750000 Penalty: 2953.273438
	Iteration 31Q: 3 clusters Score -2305981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2306005.000000 Penalty: 2953.273438
	Iteration 32Q: 3 clusters Score -2306005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2306022.000000 Penalty: 2953.273438
	Iteration 33Q: 3 clusters Score -2306022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2306043.250000 Penalty: 2953.273438
	Iteration 34Q: 3 clusters Score -2306043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2306051.250000 Penalty: 2953.273438
	Iteration 35Q: 3 clusters Score -2306051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2306075.250000 Penalty: 2953.273438
	Iteration 36Q: 3 clusters Score -2306075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2306097.750000 Penalty: 2953.273438
	Iteration 37Q: 3 clusters Score -2306098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2306110.000000 Penalty: 2953.273438
	Iteration 38Q: 3 clusters Score -2306110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2306136.500000 Penalty: 2953.273438
	Iteration 39Q: 3 clusters Score -2306136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2306162.500000 Penalty: 2953.273438
	Iteration 40F: 3 clusters Score -2306162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2306199.250000 Penalty: 2953.273438
	Iteration 41Q: 3 clusters Score -2306199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2306221.250000 Penalty: 2953.273438
	Iteration 42Q: 3 clusters Score -2306221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2306236.000000 Penalty: 2953.273438
	Iteration 43Q: 3 clusters Score -2306236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2306259.000000 Penalty: 2953.273438
	Iteration 44Q: 3 clusters Score -2306259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2306276.000000 Penalty: 2953.273438
	Iteration 45Q: 3 clusters Score -2306276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2306296.000000 Penalty: 2953.273438
	Iteration 46Q: 3 clusters Score -2306296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2306318.000000 Penalty: 2953.273438
	Iteration 47Q: 3 clusters Score -2306318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2306335.750000 Penalty: 2953.273438
	Iteration 48Q: 3 clusters Score -2306336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2306353.250000 Penalty: 2953.273438
	Iteration 49Q: 3 clusters Score -2306353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2306375.000000 Penalty: 2953.273438
	Iteration 50Q: 3 clusters Score -2306375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2306408.750000 Penalty: 2953.273438
	Iteration 51Q: 3 clusters Score -2306409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2306443.250000 Penalty: 2953.273438
	Iteration 52Q: 3 clusters Score -2306443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2306477.500000 Penalty: 2953.273438
	Iteration 53Q: 3 clusters Score -2306478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2306495.500000 Penalty: 2953.273438
	Iteration 54Q: 3 clusters Score -2306496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2306519.000000 Penalty: 2953.273438
	Iteration 55Q: 3 clusters Score -2306519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2306536.250000 Penalty: 2953.273438
	Iteration 56Q: 3 clusters Score -2306536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2306543.500000 Penalty: 2953.273438
	Iteration 57Q: 3 clusters Score -2306544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2306552.750000 Penalty: 2953.273438
	Iteration 58Q: 3 clusters Score -2306553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2306566.000000 Penalty: 2953.273438
	Iteration 59Q: 3 clusters Score -2306566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2306565.000000 Penalty: 2953.273438
	Iteration 60F: 3 clusters Score -2306565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2306568.250000 Penalty: 2953.273438
	Iteration 61Q: 3 clusters Score -2306568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2306569.250000 Penalty: 2953.273438
	Iteration 62Q: 3 clusters Score -2306569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2306574.250000 Penalty: 2953.273438
	Iteration 63Q: 3 clusters Score -2306574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2306575.500000 Penalty: 2953.273438
	Iteration 64Q: 3 clusters Score -2306576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2306578.250000 Penalty: 2953.273438
	Iteration 65Q: 3 clusters Score -2306578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2306576.750000 Penalty: 2953.273438
	Iteration 66Q: 3 clusters Score -2306577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2306579.250000 Penalty: 2953.273438
	Iteration 67Q: 3 clusters Score -2306579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2306581.000000 Penalty: 2953.273438
	Iteration 68Q: 3 clusters Score -2306581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2306587.500000 Penalty: 2953.273438
	Iteration 69Q: 3 clusters Score -2306588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2306589.500000 Penalty: 2953.273438
	Iteration 70Q: 3 clusters Score -2306590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2306591.500000 Penalty: 2953.273438
	Iteration 71Q: 3 clusters Score -2306592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2306592.250000 Penalty: 2953.273438
	Iteration 72Q: 3 clusters Score -2306592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2306596.750000 Penalty: 2953.273438
	Iteration 73Q: 3 clusters Score -2306597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2306595.250000 Penalty: 2953.273438
	Iteration 74Q: 3 clusters Score -2306595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2306598.000000 Penalty: 2953.273438
	Iteration 75Q: 3 clusters Score -2306598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2306601.500000 Penalty: 2953.273438
	Iteration 76Q: 3 clusters Score -2306602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2306600.500000 Penalty: 2953.273438
	Iteration 77Q: 3 clusters Score -2306600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2306600.500000 Penalty: 2953.273438
	Iteration 78Q: 3 clusters Score -2306600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2306600.750000 Penalty: 2953.273438
	Iteration 79Q: 3 clusters Score -2306601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2306598.250000 Penalty: 2953.273438
	Iteration 80F: 3 clusters Score -2306598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2306601.750000 Penalty: 2953.273438
	Iteration 81Q: 3 clusters Score -2306602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2306602.750000 Penalty: 2953.273438
	Iteration 82Q: 3 clusters Score -2306603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2306601.500000 Penalty: 2953.273438
	Iteration 83Q: 3 clusters Score -2306602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2306602.250000 Penalty: 2953.273438
	Iteration 84Q: 3 clusters Score -2306602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2306604.500000 Penalty: 2953.273438
	Iteration 85Q: 3 clusters Score -2306604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2306604.500000 Penalty: 2953.273438
	Iteration 86F: 3 clusters Score -2306604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -623298.812500 Penalty: 1288.697388
	Iteration 0F: 2 clusters Score -623298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -619147.500000 Penalty: 2577.394775
	Iteration 0F: 3 clusters Score -619147.5 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -620368.750000 Penalty: 2577.394775
	Iteration 1F: 3 clusters Score -620368.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -620613.625000 Penalty: 2577.394775
	Iteration 2F: 3 clusters Score -620613.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -620821.500000 Penalty: 2577.394775
	Iteration 3F: 3 clusters Score -620821.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -620974.312500 Penalty: 2577.394775
	Iteration 4Q: 3 clusters Score -620974.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -621118.187500 Penalty: 2577.394775
	Iteration 5Q: 3 clusters Score -621118.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -621273.062500 Penalty: 2577.394775
	Iteration 6Q: 3 clusters Score -621273.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -621429.250000 Penalty: 2577.394775
	Iteration 7Q: 3 clusters Score -621429.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -621587.750000 Penalty: 2577.394775
	Iteration 8Q: 3 clusters Score -621587.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -621753.375000 Penalty: 2577.394775
	Iteration 9Q: 3 clusters Score -621753.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -621911.062500 Penalty: 2577.394775
	Iteration 10Q: 3 clusters Score -621911.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -622070.375000 Penalty: 2577.394775
	Iteration 11Q: 3 clusters Score -622070.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -622172.687500 Penalty: 2577.394775
	Iteration 12Q: 3 clusters Score -622172.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -622251.625000 Penalty: 2577.394775
	Iteration 13Q: 3 clusters Score -622251.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -622316.500000 Penalty: 2577.394775
	Iteration 14Q: 3 clusters Score -622316.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -622368.000000 Penalty: 2577.394775
	Iteration 15Q: 3 clusters Score -622368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -622410.875000 Penalty: 2577.394775
	Iteration 16Q: 3 clusters Score -622410.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -622444.750000 Penalty: 2577.394775
	Iteration 17Q: 3 clusters Score -622444.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -622465.312500 Penalty: 2577.394775
	Iteration 18Q: 3 clusters Score -622465.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -622485.437500 Penalty: 2577.394775
	Iteration 19Q: 3 clusters Score -622485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -622492.250000 Penalty: 2577.394775
	Iteration 20F: 3 clusters Score -622492.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -622503.500000 Penalty: 2577.394775
	Iteration 21Q: 3 clusters Score -622503.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -622508.562500 Penalty: 2577.394775
	Iteration 22Q: 3 clusters Score -622508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -622510.562500 Penalty: 2577.394775
	Iteration 23Q: 3 clusters Score -622510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -622512.125000 Penalty: 2577.394775
	Iteration 24Q: 3 clusters Score -622512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -622512.625000 Penalty: 2577.394775
	Iteration 25Q: 3 clusters Score -622512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -622513.250000 Penalty: 2577.394775
	Iteration 26Q: 3 clusters Score -622513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -622512.375000 Penalty: 2577.394775
	Iteration 27Q: 3 clusters Score -622512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -622514.250000 Penalty: 2577.394775
	Iteration 28Q: 3 clusters Score -622514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -622515.750000 Penalty: 2577.394775
	Iteration 29Q: 3 clusters Score -622515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -622516.312500 Penalty: 2577.394775
	Iteration 30Q: 3 clusters Score -622516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -622516.687500 Penalty: 2577.394775
	Iteration 31Q: 3 clusters Score -622516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -622517.125000 Penalty: 2577.394775
	Iteration 32Q: 3 clusters Score -622517.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -622517.125000 Penalty: 2577.394775
	Iteration 33F: 3 clusters Score -622517.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Entering Unmasked Estep 
Score: -1885445.875000 Penalty: 1454.448120
	Iteration 0F: 2 clusters Score -1885446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1873914.375000 Penalty: 2908.896240
	Iteration 0F: 3 clusters Score -1873914 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1878100.375000 Penalty: 2908.896240
	Iteration 1F: 3 clusters Score -1878100 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1878563.750000 Penalty: 2908.896240
	Iteration 2F: 3 clusters Score -1878564 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1878967.125000 Penalty: 2908.896240
	Iteration 3F: 3 clusters Score -1878967 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1879352.750000 Penalty: 2908.896240
	Iteration 4Q: 3 clusters Score -1879353 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1879825.750000 Penalty: 2908.896240
	Iteration 5Q: 3 clusters Score -1879826 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1880357.625000 Penalty: 2908.896240
	Iteration 6F: 3 clusters Score -1880358 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1880998.375000 Penalty: 2908.896240
	Iteration 7F: 3 clusters Score -1880998 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1881724.250000 Penalty: 2908.896240
	Iteration 8F: 3 clusters Score -1881724 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1882429.750000 Penalty: 2908.896240
	Iteration 9F: 3 clusters Score -1882430 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1883032.750000 Penalty: 2908.896240
	Iteration 10F: 3 clusters Score -1883033 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1883519.750000 Penalty: 2908.896240
	Iteration 11Q: 3 clusters Score -1883520 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1883950.000000 Penalty: 2908.896240
	Iteration 12Q: 3 clusters Score -1883950 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1884292.375000 Penalty: 2908.896240
	Iteration 13Q: 3 clusters Score -1884292 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1884525.250000 Penalty: 2908.896240
	Iteration 14Q: 3 clusters Score -1884525 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1884705.375000 Penalty: 2908.896240
	Iteration 15Q: 3 clusters Score -1884705 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1884822.000000 Penalty: 2908.896240
	Iteration 16Q: 3 clusters Score -1884822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1884908.000000 Penalty: 2908.896240
	Iteration 17Q: 3 clusters Score -1884908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1884964.750000 Penalty: 2908.896240
	Iteration 18Q: 3 clusters Score -1884965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1885003.500000 Penalty: 2908.896240
	Iteration 19Q: 3 clusters Score -1885004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1885056.250000 Penalty: 2908.896240
	Iteration 20F: 3 clusters Score -1885056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1885076.250000 Penalty: 2908.896240
	Iteration 21Q: 3 clusters Score -1885076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1885092.250000 Penalty: 2908.896240
	Iteration 22Q: 3 clusters Score -1885092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1885115.625000 Penalty: 2908.896240
	Iteration 23Q: 3 clusters Score -1885116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1885129.000000 Penalty: 2908.896240
	Iteration 24Q: 3 clusters Score -1885129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1885141.250000 Penalty: 2908.896240
	Iteration 25Q: 3 clusters Score -1885141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1885146.875000 Penalty: 2908.896240
	Iteration 26Q: 3 clusters Score -1885147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1885150.375000 Penalty: 2908.896240
	Iteration 27Q: 3 clusters Score -1885150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1885150.750000 Penalty: 2908.896240
	Iteration 28Q: 3 clusters Score -1885151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1885152.000000 Penalty: 2908.896240
	Iteration 29Q: 3 clusters Score -1885152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1885155.375000 Penalty: 2908.896240
	Iteration 30Q: 3 clusters Score -1885155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1885156.125000 Penalty: 2908.896240
	Iteration 31Q: 3 clusters Score -1885156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1885156.125000 Penalty: 2908.896240
	Iteration 32Q: 3 clusters Score -1885156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1885156.125000 Penalty: 2908.896240
	Iteration 33F: 3 clusters Score -1885156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Entering Unmasked Estep 
Score: -7915165.000000 Penalty: 1658.685547
	Iteration 0F: 2 clusters Score -7915165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7869899.500000 Penalty: 3317.371094
	Iteration 0F: 3 clusters Score -7869900 nChanged 32575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -7888239.500000 Penalty: 3317.371094
	Iteration 1F: 3 clusters Score -7888240 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -7889189.000000 Penalty: 3317.371094
	Iteration 2Q: 3 clusters Score -7889189 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -7890420.000000 Penalty: 3317.371094
	Iteration 3Q: 3 clusters Score -7890420 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -7892231.000000 Penalty: 3317.371094
	Iteration 4F: 3 clusters Score -7892231 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -7894682.000000 Penalty: 3317.371094
	Iteration 5F: 3 clusters Score -7894682 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -7898185.000000 Penalty: 3317.371094
	Iteration 6F: 3 clusters Score -7898185 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -7902545.000000 Penalty: 3317.371094
	Iteration 7F: 3 clusters Score -7902545 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -7906823.500000 Penalty: 3317.371094
	Iteration 8F: 3 clusters Score -7906824 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7909858.000000 Penalty: 3317.371094
	Iteration 9Q: 3 clusters Score -7909858 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7911688.000000 Penalty: 3317.371094
	Iteration 10Q: 3 clusters Score -7911688 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7912717.000000 Penalty: 3317.371094
	Iteration 11Q: 3 clusters Score -7912717 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7913234.000000 Penalty: 3317.371094
	Iteration 12Q: 3 clusters Score -7913234 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7913481.500000 Penalty: 3317.371094
	Iteration 13Q: 3 clusters Score -7913482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7913620.000000 Penalty: 3317.371094
	Iteration 14Q: 3 clusters Score -7913620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7913707.000000 Penalty: 3317.371094
	Iteration 15Q: 3 clusters Score -7913707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7913780.500000 Penalty: 3317.371094
	Iteration 16Q: 3 clusters Score -7913780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7913809.000000 Penalty: 3317.371094
	Iteration 17Q: 3 clusters Score -7913809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7913839.000000 Penalty: 3317.371094
	Iteration 18Q: 3 clusters Score -7913839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7913865.000000 Penalty: 3317.371094
	Iteration 19Q: 3 clusters Score -7913865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7913877.000000 Penalty: 3317.371094
	Iteration 20F: 3 clusters Score -7913877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7913876.000000 Penalty: 3317.371094
	Iteration 21Q: 3 clusters Score -7913876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7913880.500000 Penalty: 3317.371094
	Iteration 22Q: 3 clusters Score -7913880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7913881.500000 Penalty: 3317.371094
	Iteration 23Q: 3 clusters Score -7913882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7913887.500000 Penalty: 3317.371094
	Iteration 24Q: 3 clusters Score -7913888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7913892.500000 Penalty: 3317.371094
	Iteration 25Q: 3 clusters Score -7913892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7913888.500000 Penalty: 3317.371094
	Iteration 26Q: 3 clusters Score -7913888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7913887.500000 Penalty: 3317.371094
	Iteration 27Q: 3 clusters Score -7913888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7913891.000000 Penalty: 3317.371094
	Iteration 28Q: 3 clusters Score -7913891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7913899.500000 Penalty: 3317.371094
	Iteration 29Q: 3 clusters Score -7913900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7913899.500000 Penalty: 3317.371094
	Iteration 30Q: 3 clusters Score -7913900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7913904.000000 Penalty: 3317.371094
	Iteration 31Q: 3 clusters Score -7913904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7913903.000000 Penalty: 3317.371094
	Iteration 32Q: 3 clusters Score -7913903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7913899.500000 Penalty: 3317.371094
	Iteration 33Q: 3 clusters Score -7913900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7913905.500000 Penalty: 3317.371094
	Iteration 34Q: 3 clusters Score -7913906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7913914.000000 Penalty: 3317.371094
	Iteration 35Q: 3 clusters Score -7913914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7913923.500000 Penalty: 3317.371094
	Iteration 36Q: 3 clusters Score -7913924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7913922.000000 Penalty: 3317.371094
	Iteration 37Q: 3 clusters Score -7913922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7913928.000000 Penalty: 3317.371094
	Iteration 38Q: 3 clusters Score -7913928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7913933.500000 Penalty: 3317.371094
	Iteration 39Q: 3 clusters Score -7913934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7913940.500000 Penalty: 3317.371094
	Iteration 40F: 3 clusters Score -7913940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7913934.500000 Penalty: 3317.371094
	Iteration 41Q: 3 clusters Score -7913934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7913941.000000 Penalty: 3317.371094
	Iteration 42Q: 3 clusters Score -7913941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7913948.500000 Penalty: 3317.371094
	Iteration 43Q: 3 clusters Score -7913948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7913947.500000 Penalty: 3317.371094
	Iteration 44Q: 3 clusters Score -7913948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7913950.000000 Penalty: 3317.371094
	Iteration 45Q: 3 clusters Score -7913950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7913944.000000 Penalty: 3317.371094
	Iteration 46Q: 3 clusters Score -7913944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7913943.000000 Penalty: 3317.371094
	Iteration 47Q: 3 clusters Score -7913943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7913947.000000 Penalty: 3317.371094
	Iteration 48Q: 3 clusters Score -7913947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7913953.000000 Penalty: 3317.371094
	Iteration 49Q: 3 clusters Score -7913953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7913953.000000 Penalty: 3317.371094
	Iteration 50F: 3 clusters Score -7913953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Entering Unmasked Estep 
Score: -2616374.750000 Penalty: 1498.292847
	Iteration 0F: 2 clusters Score -2616375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2601001.250000 Penalty: 2996.585693
	Iteration 0F: 3 clusters Score -2601001 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2606745.250000 Penalty: 2996.585693
	Iteration 1F: 3 clusters Score -2606745 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2607277.250000 Penalty: 2996.585693
	Iteration 2F: 3 clusters Score -2607277 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2607814.000000 Penalty: 2996.585693
	Iteration 3F: 3 clusters Score -2607814 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2608335.250000 Penalty: 2996.585693
	Iteration 4Q: 3 clusters Score -2608335 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2608893.500000 Penalty: 2996.585693
	Iteration 5Q: 3 clusters Score -2608894 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2609462.500000 Penalty: 2996.585693
	Iteration 6Q: 3 clusters Score -2609462 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2610131.000000 Penalty: 2996.585693
	Iteration 7Q: 3 clusters Score -2610131 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2610840.000000 Penalty: 2996.585693
	Iteration 8Q: 3 clusters Score -2610840 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2611527.250000 Penalty: 2996.585693
	Iteration 9Q: 3 clusters Score -2611527 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2612132.000000 Penalty: 2996.585693
	Iteration 10Q: 3 clusters Score -2612132 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2612613.500000 Penalty: 2996.585693
	Iteration 11Q: 3 clusters Score -2612614 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2612966.250000 Penalty: 2996.585693
	Iteration 12Q: 3 clusters Score -2612966 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2613193.000000 Penalty: 2996.585693
	Iteration 13Q: 3 clusters Score -2613193 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2613379.000000 Penalty: 2996.585693
	Iteration 14Q: 3 clusters Score -2613379 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2613546.750000 Penalty: 2996.585693
	Iteration 15Q: 3 clusters Score -2613547 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2613677.000000 Penalty: 2996.585693
	Iteration 16Q: 3 clusters Score -2613677 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2613770.750000 Penalty: 2996.585693
	Iteration 17Q: 3 clusters Score -2613771 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2613865.750000 Penalty: 2996.585693
	Iteration 18Q: 3 clusters Score -2613866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2613938.250000 Penalty: 2996.585693
	Iteration 19Q: 3 clusters Score -2613938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2614003.750000 Penalty: 2996.585693
	Iteration 20F: 3 clusters Score -2614004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2614062.000000 Penalty: 2996.585693
	Iteration 21Q: 3 clusters Score -2614062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2614112.500000 Penalty: 2996.585693
	Iteration 22Q: 3 clusters Score -2614112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2614172.750000 Penalty: 2996.585693
	Iteration 23Q: 3 clusters Score -2614173 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2614233.500000 Penalty: 2996.585693
	Iteration 24Q: 3 clusters Score -2614234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2614316.250000 Penalty: 2996.585693
	Iteration 25Q: 3 clusters Score -2614316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2614409.250000 Penalty: 2996.585693
	Iteration 26Q: 3 clusters Score -2614409 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2614524.750000 Penalty: 2996.585693
	Iteration 27Q: 3 clusters Score -2614525 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2614631.000000 Penalty: 2996.585693
	Iteration 28Q: 3 clusters Score -2614631 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2614770.750000 Penalty: 2996.585693
	Iteration 29Q: 3 clusters Score -2614771 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2614947.000000 Penalty: 2996.585693
	Iteration 30Q: 3 clusters Score -2614947 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2615084.000000 Penalty: 2996.585693
	Iteration 31Q: 3 clusters Score -2615084 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2615244.750000 Penalty: 2996.585693
	Iteration 32Q: 3 clusters Score -2615245 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2615375.500000 Penalty: 2996.585693
	Iteration 33Q: 3 clusters Score -2615376 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2615494.000000 Penalty: 2996.585693
	Iteration 34Q: 3 clusters Score -2615494 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2615566.500000 Penalty: 2996.585693
	Iteration 35Q: 3 clusters Score -2615566 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2615626.250000 Penalty: 2996.585693
	Iteration 36Q: 3 clusters Score -2615626 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2615685.500000 Penalty: 2996.585693
	Iteration 37Q: 3 clusters Score -2615686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2615737.500000 Penalty: 2996.585693
	Iteration 38Q: 3 clusters Score -2615738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2615792.500000 Penalty: 2996.585693
	Iteration 39Q: 3 clusters Score -2615792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2615856.750000 Penalty: 2996.585693
	Iteration 40F: 3 clusters Score -2615857 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2615898.750000 Penalty: 2996.585693
	Iteration 41Q: 3 clusters Score -2615899 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2615938.000000 Penalty: 2996.585693
	Iteration 42Q: 3 clusters Score -2615938 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2615964.000000 Penalty: 2996.585693
	Iteration 43Q: 3 clusters Score -2615964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2616002.750000 Penalty: 2996.585693
	Iteration 44Q: 3 clusters Score -2616003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2616029.250000 Penalty: 2996.585693
	Iteration 45Q: 3 clusters Score -2616029 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2616065.500000 Penalty: 2996.585693
	Iteration 46Q: 3 clusters Score -2616066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2616100.000000 Penalty: 2996.585693
	Iteration 47Q: 3 clusters Score -2616100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2616128.250000 Penalty: 2996.585693
	Iteration 48Q: 3 clusters Score -2616128 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2616163.000000 Penalty: 2996.585693
	Iteration 49Q: 3 clusters Score -2616163 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2616196.750000 Penalty: 2996.585693
	Iteration 50Q: 3 clusters Score -2616197 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2616228.000000 Penalty: 2996.585693
	Iteration 51Q: 3 clusters Score -2616228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2616268.500000 Penalty: 2996.585693
	Iteration 52Q: 3 clusters Score -2616268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2616306.500000 Penalty: 2996.585693
	Iteration 53Q: 3 clusters Score -2616306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2616326.250000 Penalty: 2996.585693
	Iteration 54Q: 3 clusters Score -2616326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2616354.500000 Penalty: 2996.585693
	Iteration 55Q: 3 clusters Score -2616354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2616391.500000 Penalty: 2996.585693
	Iteration 56Q: 3 clusters Score -2616392 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2616419.750000 Penalty: 2996.585693
	Iteration 57Q: 3 clusters Score -2616420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2616442.250000 Penalty: 2996.585693
	Iteration 58Q: 3 clusters Score -2616442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2616473.000000 Penalty: 2996.585693
	Iteration 59Q: 3 clusters Score -2616473 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2616508.750000 Penalty: 2996.585693
	Iteration 60F: 3 clusters Score -2616509 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2616537.750000 Penalty: 2996.585693
	Iteration 61Q: 3 clusters Score -2616538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2616581.250000 Penalty: 2996.585693
	Iteration 62Q: 3 clusters Score -2616581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2616609.750000 Penalty: 2996.585693
	Iteration 63Q: 3 clusters Score -2616610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2616622.250000 Penalty: 2996.585693
	Iteration 64Q: 3 clusters Score -2616622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2616642.000000 Penalty: 2996.585693
	Iteration 65Q: 3 clusters Score -2616642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2616650.500000 Penalty: 2996.585693
	Iteration 66Q: 3 clusters Score -2616650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2616656.000000 Penalty: 2996.585693
	Iteration 67Q: 3 clusters Score -2616656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2616660.250000 Penalty: 2996.585693
	Iteration 68Q: 3 clusters Score -2616660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2616669.250000 Penalty: 2996.585693
	Iteration 69Q: 3 clusters Score -2616669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2616675.500000 Penalty: 2996.585693
	Iteration 70Q: 3 clusters Score -2616676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2616675.750000 Penalty: 2996.585693
	Iteration 71Q: 3 clusters Score -2616676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2616675.500000 Penalty: 2996.585693
	Iteration 72Q: 3 clusters Score -2616676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2616669.250000 Penalty: 2996.585693
	Iteration 73Q: 3 clusters Score -2616669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2616672.500000 Penalty: 2996.585693
	Iteration 74Q: 3 clusters Score -2616672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2616669.250000 Penalty: 2996.585693
	Iteration 75Q: 3 clusters Score -2616669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2616671.750000 Penalty: 2996.585693
	Iteration 76Q: 3 clusters Score -2616672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2616676.000000 Penalty: 2996.585693
	Iteration 77Q: 3 clusters Score -2616676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2616674.750000 Penalty: 2996.585693
	Iteration 78Q: 3 clusters Score -2616675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2616674.250000 Penalty: 2996.585693
	Iteration 79Q: 3 clusters Score -2616674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2616673.250000 Penalty: 2996.585693
	Iteration 80F: 3 clusters Score -2616673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2616675.750000 Penalty: 2996.585693
	Iteration 81Q: 3 clusters Score -2616676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2616670.750000 Penalty: 2996.585693
	Iteration 82Q: 3 clusters Score -2616671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2616676.250000 Penalty: 2996.585693
	Iteration 83Q: 3 clusters Score -2616676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2616679.500000 Penalty: 2996.585693
	Iteration 84Q: 3 clusters Score -2616680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2616677.250000 Penalty: 2996.585693
	Iteration 85Q: 3 clusters Score -2616677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2616674.750000 Penalty: 2996.585693
	Iteration 86Q: 3 clusters Score -2616675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2616676.250000 Penalty: 2996.585693
	Iteration 87Q: 3 clusters Score -2616676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2616676.500000 Penalty: 2996.585693
	Iteration 88Q: 3 clusters Score -2616676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2616676.500000 Penalty: 2996.585693
	Iteration 89F: 3 clusters Score -2616676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 13784 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 75568 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 9820 members 
Entering Unmasked Estep 
Score: -111088864.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111089280.000000 to -111088864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -816817.562500 Penalty: 1327.234619
	Iteration 0F: 2 clusters Score -816817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -811658.250000 Penalty: 2654.469238
	Iteration 0F: 3 clusters Score -811658.2 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -813302.750000 Penalty: 2654.469238
	Iteration 1F: 3 clusters Score -813302.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -813567.500000 Penalty: 2654.469238
	Iteration 2F: 3 clusters Score -813567.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -813776.375000 Penalty: 2654.469238
	Iteration 3F: 3 clusters Score -813776.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -813945.000000 Penalty: 2654.469238
	Iteration 4Q: 3 clusters Score -813945 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -814083.687500 Penalty: 2654.469238
	Iteration 5Q: 3 clusters Score -814083.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -814235.250000 Penalty: 2654.469238
	Iteration 6Q: 3 clusters Score -814235.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -814369.375000 Penalty: 2654.469238
	Iteration 7Q: 3 clusters Score -814369.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -814480.750000 Penalty: 2654.469238
	Iteration 8Q: 3 clusters Score -814480.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -814587.562500 Penalty: 2654.469238
	Iteration 9Q: 3 clusters Score -814587.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -814683.437500 Penalty: 2654.469238
	Iteration 10Q: 3 clusters Score -814683.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -814767.375000 Penalty: 2654.469238
	Iteration 11Q: 3 clusters Score -814767.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -814826.625000 Penalty: 2654.469238
	Iteration 12Q: 3 clusters Score -814826.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -814876.437500 Penalty: 2654.469238
	Iteration 13Q: 3 clusters Score -814876.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -814923.875000 Penalty: 2654.469238
	Iteration 14Q: 3 clusters Score -814923.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -814959.250000 Penalty: 2654.469238
	Iteration 15Q: 3 clusters Score -814959.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -814985.000000 Penalty: 2654.469238
	Iteration 16Q: 3 clusters Score -814985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -815021.187500 Penalty: 2654.469238
	Iteration 17Q: 3 clusters Score -815021.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -815060.000000 Penalty: 2654.469238
	Iteration 18Q: 3 clusters Score -815060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -815101.187500 Penalty: 2654.469238
	Iteration 19Q: 3 clusters Score -815101.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -815146.812500 Penalty: 2654.469238
	Iteration 20F: 3 clusters Score -815146.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -815197.937500 Penalty: 2654.469238
	Iteration 21Q: 3 clusters Score -815197.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -815242.187500 Penalty: 2654.469238
	Iteration 22Q: 3 clusters Score -815242.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -815272.312500 Penalty: 2654.469238
	Iteration 23Q: 3 clusters Score -815272.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -815306.500000 Penalty: 2654.469238
	Iteration 24Q: 3 clusters Score -815306.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -815341.750000 Penalty: 2654.469238
	Iteration 25Q: 3 clusters Score -815341.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -815368.812500 Penalty: 2654.469238
	Iteration 26Q: 3 clusters Score -815368.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -815404.937500 Penalty: 2654.469238
	Iteration 27Q: 3 clusters Score -815404.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -815442.437500 Penalty: 2654.469238
	Iteration 28Q: 3 clusters Score -815442.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -815491.000000 Penalty: 2654.469238
	Iteration 29Q: 3 clusters Score -815491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -815556.000000 Penalty: 2654.469238
	Iteration 30Q: 3 clusters Score -815556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -815627.687500 Penalty: 2654.469238
	Iteration 31Q: 3 clusters Score -815627.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -815702.250000 Penalty: 2654.469238
	Iteration 32Q: 3 clusters Score -815702.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -815756.437500 Penalty: 2654.469238
	Iteration 33Q: 3 clusters Score -815756.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -815792.812500 Penalty: 2654.469238
	Iteration 34Q: 3 clusters Score -815792.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -815824.437500 Penalty: 2654.469238
	Iteration 35Q: 3 clusters Score -815824.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -815850.062500 Penalty: 2654.469238
	Iteration 36Q: 3 clusters Score -815850.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -815876.062500 Penalty: 2654.469238
	Iteration 37Q: 3 clusters Score -815876.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -815895.000000 Penalty: 2654.469238
	Iteration 38Q: 3 clusters Score -815895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -815920.187500 Penalty: 2654.469238
	Iteration 39Q: 3 clusters Score -815920.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -815940.125000 Penalty: 2654.469238
	Iteration 40F: 3 clusters Score -815940.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -815955.687500 Penalty: 2654.469238
	Iteration 41Q: 3 clusters Score -815955.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -815969.562500 Penalty: 2654.469238
	Iteration 42Q: 3 clusters Score -815969.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -815974.937500 Penalty: 2654.469238
	Iteration 43Q: 3 clusters Score -815974.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -815981.750000 Penalty: 2654.469238
	Iteration 44Q: 3 clusters Score -815981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -815985.500000 Penalty: 2654.469238
	Iteration 45Q: 3 clusters Score -815985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -815991.812500 Penalty: 2654.469238
	Iteration 46Q: 3 clusters Score -815991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -815994.937500 Penalty: 2654.469238
	Iteration 47Q: 3 clusters Score -815994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -815995.187500 Penalty: 2654.469238
	Iteration 48Q: 3 clusters Score -815995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -815997.750000 Penalty: 2654.469238
	Iteration 49Q: 3 clusters Score -815997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -815999.312500 Penalty: 2654.469238
	Iteration 50Q: 3 clusters Score -815999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -816001.937500 Penalty: 2654.469238
	Iteration 51Q: 3 clusters Score -816001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -816006.312500 Penalty: 2654.469238
	Iteration 52Q: 3 clusters Score -816006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -816009.312500 Penalty: 2654.469238
	Iteration 53Q: 3 clusters Score -816009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -816015.750000 Penalty: 2654.469238
	Iteration 54Q: 3 clusters Score -816015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -816017.125000 Penalty: 2654.469238
	Iteration 55Q: 3 clusters Score -816017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -816019.000000 Penalty: 2654.469238
	Iteration 56Q: 3 clusters Score -816019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -816020.875000 Penalty: 2654.469238
	Iteration 57Q: 3 clusters Score -816020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -816021.687500 Penalty: 2654.469238
	Iteration 58Q: 3 clusters Score -816021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -816023.937500 Penalty: 2654.469238
	Iteration 59Q: 3 clusters Score -816023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -816025.687500 Penalty: 2654.469238
	Iteration 60F: 3 clusters Score -816025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -816025.500000 Penalty: 2654.469238
	Iteration 61Q: 3 clusters Score -816025.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -816025.500000 Penalty: 2654.469238
	Iteration 62F: 3 clusters Score -816025.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28988.544922 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -28988.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29200.199219 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29200.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29305.228516 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29305.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29368.560547 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29368.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29396.630859 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29396.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29406.519531 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29406.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29416.988281 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29416.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29428.259766 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29428.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29428.259766 Penalty: 1821.400513
	Iteration 8F: 3 clusters Score -29428.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Entering Unmasked Estep 
Score: -7333201.000000 Penalty: 1650.906372
	Iteration 0F: 2 clusters Score -7333201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7290427.000000 Penalty: 3301.812744
	Iteration 0F: 3 clusters Score -7290427 nChanged 30754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7307864.500000 Penalty: 3301.812744
	Iteration 1F: 3 clusters Score -7307864 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -7308651.000000 Penalty: 3301.812744
	Iteration 2Q: 3 clusters Score -7308651 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7309543.500000 Penalty: 3301.812744
	Iteration 3Q: 3 clusters Score -7309544 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -7310417.000000 Penalty: 3301.812744
	Iteration 4Q: 3 clusters Score -7310417 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7311536.000000 Penalty: 3301.812744
	Iteration 5Q: 3 clusters Score -7311536 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -7313072.500000 Penalty: 3301.812744
	Iteration 6Q: 3 clusters Score -7313072 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -7314984.000000 Penalty: 3301.812744
	Iteration 7F: 3 clusters Score -7314984 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -7317642.500000 Penalty: 3301.812744
	Iteration 8F: 3 clusters Score -7317642 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -7320576.500000 Penalty: 3301.812744
	Iteration 9F: 3 clusters Score -7320576 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -7323469.500000 Penalty: 3301.812744
	Iteration 10F: 3 clusters Score -7323470 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7325877.500000 Penalty: 3301.812744
	Iteration 11Q: 3 clusters Score -7325878 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -7327738.500000 Penalty: 3301.812744
	Iteration 12Q: 3 clusters Score -7327738 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -7328999.500000 Penalty: 3301.812744
	Iteration 13Q: 3 clusters Score -7329000 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -7329973.000000 Penalty: 3301.812744
	Iteration 14Q: 3 clusters Score -7329973 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -7330643.000000 Penalty: 3301.812744
	Iteration 15Q: 3 clusters Score -7330643 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -7331066.500000 Penalty: 3301.812744
	Iteration 16Q: 3 clusters Score -7331066 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -7331387.000000 Penalty: 3301.812744
	Iteration 17Q: 3 clusters Score -7331387 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -7331567.500000 Penalty: 3301.812744
	Iteration 18Q: 3 clusters Score -7331568 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -7331729.500000 Penalty: 3301.812744
	Iteration 19Q: 3 clusters Score -7331730 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -7331860.500000 Penalty: 3301.812744
	Iteration 20F: 3 clusters Score -7331860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -7331969.000000 Penalty: 3301.812744
	Iteration 21Q: 3 clusters Score -7331969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -7332020.500000 Penalty: 3301.812744
	Iteration 22Q: 3 clusters Score -7332020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -7332064.500000 Penalty: 3301.812744
	Iteration 23Q: 3 clusters Score -7332064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -7332105.500000 Penalty: 3301.812744
	Iteration 24Q: 3 clusters Score -7332106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -7332142.000000 Penalty: 3301.812744
	Iteration 25Q: 3 clusters Score -7332142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -7332182.000000 Penalty: 3301.812744
	Iteration 26Q: 3 clusters Score -7332182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -7332205.500000 Penalty: 3301.812744
	Iteration 27Q: 3 clusters Score -7332206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -7332217.500000 Penalty: 3301.812744
	Iteration 28Q: 3 clusters Score -7332218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -7332236.500000 Penalty: 3301.812744
	Iteration 29Q: 3 clusters Score -7332236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -7332252.500000 Penalty: 3301.812744
	Iteration 30Q: 3 clusters Score -7332252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -7332253.000000 Penalty: 3301.812744
	Iteration 31Q: 3 clusters Score -7332253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -7332260.000000 Penalty: 3301.812744
	Iteration 32Q: 3 clusters Score -7332260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -7332274.000000 Penalty: 3301.812744
	Iteration 33Q: 3 clusters Score -7332274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -7332274.500000 Penalty: 3301.812744
	Iteration 34Q: 3 clusters Score -7332274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -7332284.500000 Penalty: 3301.812744
	Iteration 35Q: 3 clusters Score -7332284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -7332284.000000 Penalty: 3301.812744
	Iteration 36Q: 3 clusters Score -7332284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -7332277.000000 Penalty: 3301.812744
	Iteration 37Q: 3 clusters Score -7332277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -7332276.000000 Penalty: 3301.812744
	Iteration 38Q: 3 clusters Score -7332276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -7332283.000000 Penalty: 3301.812744
	Iteration 39Q: 3 clusters Score -7332283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -7332278.500000 Penalty: 3301.812744
	Iteration 40F: 3 clusters Score -7332278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -7332275.000000 Penalty: 3301.812744
	Iteration 41Q: 3 clusters Score -7332275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -7332278.500000 Penalty: 3301.812744
	Iteration 42Q: 3 clusters Score -7332278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7332272.000000 Penalty: 3301.812744
	Iteration 43Q: 3 clusters Score -7332272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7332274.500000 Penalty: 3301.812744
	Iteration 44Q: 3 clusters Score -7332274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -7332279.500000 Penalty: 3301.812744
	Iteration 45Q: 3 clusters Score -7332280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -7332285.000000 Penalty: 3301.812744
	Iteration 46Q: 3 clusters Score -7332285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -7332290.500000 Penalty: 3301.812744
	Iteration 47Q: 3 clusters Score -7332290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -7332295.500000 Penalty: 3301.812744
	Iteration 48Q: 3 clusters Score -7332296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -7332295.500000 Penalty: 3301.812744
	Iteration 49Q: 3 clusters Score -7332296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -7332303.500000 Penalty: 3301.812744
	Iteration 50Q: 3 clusters Score -7332304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -7332301.500000 Penalty: 3301.812744
	Iteration 51Q: 3 clusters Score -7332302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -7332304.000000 Penalty: 3301.812744
	Iteration 52Q: 3 clusters Score -7332304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -7332310.000000 Penalty: 3301.812744
	Iteration 53Q: 3 clusters Score -7332310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7332309.000000 Penalty: 3301.812744
	Iteration 54Q: 3 clusters Score -7332309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -7332316.000000 Penalty: 3301.812744
	Iteration 55Q: 3 clusters Score -7332316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -7332323.500000 Penalty: 3301.812744
	Iteration 56Q: 3 clusters Score -7332324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -7332321.000000 Penalty: 3301.812744
	Iteration 57Q: 3 clusters Score -7332321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -7332322.000000 Penalty: 3301.812744
	Iteration 58Q: 3 clusters Score -7332322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -7332328.000000 Penalty: 3301.812744
	Iteration 59Q: 3 clusters Score -7332328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7332330.000000 Penalty: 3301.812744
	Iteration 60F: 3 clusters Score -7332330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -7332338.000000 Penalty: 3301.812744
	Iteration 61Q: 3 clusters Score -7332338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7332346.000000 Penalty: 3301.812744
	Iteration 62Q: 3 clusters Score -7332346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -7332346.500000 Penalty: 3301.812744
	Iteration 63Q: 3 clusters Score -7332346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -7332361.500000 Penalty: 3301.812744
	Iteration 64Q: 3 clusters Score -7332362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -7332369.500000 Penalty: 3301.812744
	Iteration 65Q: 3 clusters Score -7332370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -7332363.000000 Penalty: 3301.812744
	Iteration 66Q: 3 clusters Score -7332363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -7332364.000000 Penalty: 3301.812744
	Iteration 67Q: 3 clusters Score -7332364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -7332370.000000 Penalty: 3301.812744
	Iteration 68Q: 3 clusters Score -7332370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7332377.500000 Penalty: 3301.812744
	Iteration 69Q: 3 clusters Score -7332378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -7332375.000000 Penalty: 3301.812744
	Iteration 70Q: 3 clusters Score -7332375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -7332373.500000 Penalty: 3301.812744
	Iteration 71Q: 3 clusters Score -7332374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -7332382.000000 Penalty: 3301.812744
	Iteration 72Q: 3 clusters Score -7332382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7332388.500000 Penalty: 3301.812744
	Iteration 73Q: 3 clusters Score -7332388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -7332396.000000 Penalty: 3301.812744
	Iteration 74Q: 3 clusters Score -7332396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7332405.500000 Penalty: 3301.812744
	Iteration 75Q: 3 clusters Score -7332406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -7332413.500000 Penalty: 3301.812744
	Iteration 76Q: 3 clusters Score -7332414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7332425.000000 Penalty: 3301.812744
	Iteration 77Q: 3 clusters Score -7332425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -7332420.000000 Penalty: 3301.812744
	Iteration 78Q: 3 clusters Score -7332420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -7332433.000000 Penalty: 3301.812744
	Iteration 79Q: 3 clusters Score -7332433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -7332441.500000 Penalty: 3301.812744
	Iteration 80F: 3 clusters Score -7332442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7332443.500000 Penalty: 3301.812744
	Iteration 81Q: 3 clusters Score -7332444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -7332447.500000 Penalty: 3301.812744
	Iteration 82Q: 3 clusters Score -7332448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -7332450.500000 Penalty: 3301.812744
	Iteration 83Q: 3 clusters Score -7332450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -7332448.500000 Penalty: 3301.812744
	Iteration 84Q: 3 clusters Score -7332448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7332451.000000 Penalty: 3301.812744
	Iteration 85Q: 3 clusters Score -7332451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -7332448.000000 Penalty: 3301.812744
	Iteration 86Q: 3 clusters Score -7332448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -7332448.000000 Penalty: 3301.812744
	Iteration 87F: 3 clusters Score -7332448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Entering Unmasked Estep 
Score: -8822806.000000 Penalty: 1671.438843
	Iteration 0F: 2 clusters Score -8822806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -8773996.000000 Penalty: 3342.877686
	Iteration 0F: 3 clusters Score -8773996 nChanged 35259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -8794541.000000 Penalty: 3342.877686
	Iteration 1F: 3 clusters Score -8794541 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8795868.000000 Penalty: 3342.877686
	Iteration 2Q: 3 clusters Score -8795868 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8797924.000000 Penalty: 3342.877686
	Iteration 3F: 3 clusters Score -8797924 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8801330.000000 Penalty: 3342.877686
	Iteration 4F: 3 clusters Score -8801330 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -8805972.000000 Penalty: 3342.877686
	Iteration 5F: 3 clusters Score -8805972 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -8810829.000000 Penalty: 3342.877686
	Iteration 6F: 3 clusters Score -8810829 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -8814901.000000 Penalty: 3342.877686
	Iteration 7F: 3 clusters Score -8814901 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -8817863.000000 Penalty: 3342.877686
	Iteration 8Q: 3 clusters Score -8817863 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -8819838.000000 Penalty: 3342.877686
	Iteration 9Q: 3 clusters Score -8819838 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -8820763.000000 Penalty: 3342.877686
	Iteration 10Q: 3 clusters Score -8820763 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -8821210.000000 Penalty: 3342.877686
	Iteration 11Q: 3 clusters Score -8821210 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8821523.000000 Penalty: 3342.877686
	Iteration 12Q: 3 clusters Score -8821523 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -8821759.000000 Penalty: 3342.877686
	Iteration 13Q: 3 clusters Score -8821759 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -8821952.000000 Penalty: 3342.877686
	Iteration 14Q: 3 clusters Score -8821952 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -8822092.000000 Penalty: 3342.877686
	Iteration 15Q: 3 clusters Score -8822092 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8822182.000000 Penalty: 3342.877686
	Iteration 16Q: 3 clusters Score -8822182 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -8822289.000000 Penalty: 3342.877686
	Iteration 17Q: 3 clusters Score -8822289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -8822342.000000 Penalty: 3342.877686
	Iteration 18Q: 3 clusters Score -8822342 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -8822384.000000 Penalty: 3342.877686
	Iteration 19Q: 3 clusters Score -8822384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -8822424.000000 Penalty: 3342.877686
	Iteration 20F: 3 clusters Score -8822424 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -8822489.000000 Penalty: 3342.877686
	Iteration 21Q: 3 clusters Score -8822489 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -8822522.000000 Penalty: 3342.877686
	Iteration 22Q: 3 clusters Score -8822522 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -8822533.000000 Penalty: 3342.877686
	Iteration 23Q: 3 clusters Score -8822533 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -8822527.000000 Penalty: 3342.877686
	Iteration 24Q: 3 clusters Score -8822527 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -8822565.000000 Penalty: 3342.877686
	Iteration 25Q: 3 clusters Score -8822565 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -8822592.000000 Penalty: 3342.877686
	Iteration 26Q: 3 clusters Score -8822592 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -8822619.000000 Penalty: 3342.877686
	Iteration 27Q: 3 clusters Score -8822619 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -8822627.000000 Penalty: 3342.877686
	Iteration 28Q: 3 clusters Score -8822627 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -8822666.000000 Penalty: 3342.877686
	Iteration 29Q: 3 clusters Score -8822666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -8822657.000000 Penalty: 3342.877686
	Iteration 30Q: 3 clusters Score -8822657 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -8822669.000000 Penalty: 3342.877686
	Iteration 31Q: 3 clusters Score -8822669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -8822668.000000 Penalty: 3342.877686
	Iteration 32Q: 3 clusters Score -8822668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -8822679.000000 Penalty: 3342.877686
	Iteration 33Q: 3 clusters Score -8822679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -8822688.000000 Penalty: 3342.877686
	Iteration 34Q: 3 clusters Score -8822688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -8822719.000000 Penalty: 3342.877686
	Iteration 35Q: 3 clusters Score -8822719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -8822731.000000 Penalty: 3342.877686
	Iteration 36Q: 3 clusters Score -8822731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -8822741.000000 Penalty: 3342.877686
	Iteration 37Q: 3 clusters Score -8822741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -8822725.000000 Penalty: 3342.877686
	Iteration 38Q: 3 clusters Score -8822725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -8822739.000000 Penalty: 3342.877686
	Iteration 39Q: 3 clusters Score -8822739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -8822733.000000 Penalty: 3342.877686
	Iteration 40F: 3 clusters Score -8822733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -8822739.000000 Penalty: 3342.877686
	Iteration 41Q: 3 clusters Score -8822739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -8822743.000000 Penalty: 3342.877686
	Iteration 42Q: 3 clusters Score -8822743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -8822755.000000 Penalty: 3342.877686
	Iteration 43Q: 3 clusters Score -8822755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -8822771.000000 Penalty: 3342.877686
	Iteration 44Q: 3 clusters Score -8822771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -8822781.000000 Penalty: 3342.877686
	Iteration 45Q: 3 clusters Score -8822781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -8822790.000000 Penalty: 3342.877686
	Iteration 46Q: 3 clusters Score -8822790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -8822794.000000 Penalty: 3342.877686
	Iteration 47Q: 3 clusters Score -8822794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -8822801.000000 Penalty: 3342.877686
	Iteration 48Q: 3 clusters Score -8822801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -8822779.000000 Penalty: 3342.877686
	Iteration 49Q: 3 clusters Score -8822779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -8822794.000000 Penalty: 3342.877686
	Iteration 50Q: 3 clusters Score -8822794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -8822804.000000 Penalty: 3342.877686
	Iteration 51Q: 3 clusters Score -8822804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -8822789.000000 Penalty: 3342.877686
	Iteration 52Q: 3 clusters Score -8822789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -8822786.000000 Penalty: 3342.877686
	Iteration 53Q: 3 clusters Score -8822786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -8822802.000000 Penalty: 3342.877686
	Iteration 54Q: 3 clusters Score -8822802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -8822803.000000 Penalty: 3342.877686
	Iteration 55Q: 3 clusters Score -8822803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -8822820.000000 Penalty: 3342.877686
	Iteration 56Q: 3 clusters Score -8822820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -8822808.000000 Penalty: 3342.877686
	Iteration 57Q: 3 clusters Score -8822808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -8822820.000000 Penalty: 3342.877686
	Iteration 58Q: 3 clusters Score -8822820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -8822828.000000 Penalty: 3342.877686
	Iteration 59Q: 3 clusters Score -8822828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -8822837.000000 Penalty: 3342.877686
	Iteration 60F: 3 clusters Score -8822837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -8822821.000000 Penalty: 3342.877686
	Iteration 61Q: 3 clusters Score -8822821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -8822829.000000 Penalty: 3342.877686
	Iteration 62Q: 3 clusters Score -8822829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -8822833.000000 Penalty: 3342.877686
	Iteration 63Q: 3 clusters Score -8822833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -8822836.000000 Penalty: 3342.877686
	Iteration 64Q: 3 clusters Score -8822836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -8822833.000000 Penalty: 3342.877686
	Iteration 65Q: 3 clusters Score -8822833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -8822842.000000 Penalty: 3342.877686
	Iteration 66Q: 3 clusters Score -8822842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -8822834.000000 Penalty: 3342.877686
	Iteration 67Q: 3 clusters Score -8822834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -8822838.000000 Penalty: 3342.877686
	Iteration 68Q: 3 clusters Score -8822838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -8822841.000000 Penalty: 3342.877686
	Iteration 69Q: 3 clusters Score -8822841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -8822850.000000 Penalty: 3342.877686
	Iteration 70Q: 3 clusters Score -8822850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -8822842.000000 Penalty: 3342.877686
	Iteration 71Q: 3 clusters Score -8822842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -8822836.000000 Penalty: 3342.877686
	Iteration 72Q: 3 clusters Score -8822836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -8822841.000000 Penalty: 3342.877686
	Iteration 73Q: 3 clusters Score -8822841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -8822848.000000 Penalty: 3342.877686
	Iteration 74Q: 3 clusters Score -8822848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -8822852.000000 Penalty: 3342.877686
	Iteration 75Q: 3 clusters Score -8822852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -8822855.000000 Penalty: 3342.877686
	Iteration 76Q: 3 clusters Score -8822855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -8822864.000000 Penalty: 3342.877686
	Iteration 77Q: 3 clusters Score -8822864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -8822865.000000 Penalty: 3342.877686
	Iteration 78Q: 3 clusters Score -8822865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -8822862.000000 Penalty: 3342.877686
	Iteration 79Q: 3 clusters Score -8822862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -8822859.000000 Penalty: 3342.877686
	Iteration 80F: 3 clusters Score -8822859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 69150 members 
Entering Unmasked Estep 
Score: -111088584.000000 Penalty: 117209.742188
Splitting cluster 11 changes total score from -111089280.000000 to -111088584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -686398.625000 Penalty: 1300.252319
	Iteration 0F: 2 clusters Score -686398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -681967.937500 Penalty: 2600.504639
	Iteration 0F: 3 clusters Score -681967.9 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -683342.000000 Penalty: 2600.504639
	Iteration 1F: 3 clusters Score -683342 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -683595.062500 Penalty: 2600.504639
	Iteration 2F: 3 clusters Score -683595.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -683745.750000 Penalty: 2600.504639
	Iteration 3F: 3 clusters Score -683745.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -683855.812500 Penalty: 2600.504639
	Iteration 4Q: 3 clusters Score -683855.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -683940.375000 Penalty: 2600.504639
	Iteration 5Q: 3 clusters Score -683940.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -684007.500000 Penalty: 2600.504639
	Iteration 6Q: 3 clusters Score -684007.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -684058.000000 Penalty: 2600.504639
	Iteration 7Q: 3 clusters Score -684058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -684096.750000 Penalty: 2600.504639
	Iteration 8Q: 3 clusters Score -684096.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -684134.062500 Penalty: 2600.504639
	Iteration 9Q: 3 clusters Score -684134.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -684176.187500 Penalty: 2600.504639
	Iteration 10Q: 3 clusters Score -684176.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -684216.187500 Penalty: 2600.504639
	Iteration 11Q: 3 clusters Score -684216.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -684254.312500 Penalty: 2600.504639
	Iteration 12Q: 3 clusters Score -684254.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -684277.812500 Penalty: 2600.504639
	Iteration 13Q: 3 clusters Score -684277.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -684301.500000 Penalty: 2600.504639
	Iteration 14Q: 3 clusters Score -684301.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -684329.250000 Penalty: 2600.504639
	Iteration 15Q: 3 clusters Score -684329.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -684350.062500 Penalty: 2600.504639
	Iteration 16Q: 3 clusters Score -684350.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -684374.250000 Penalty: 2600.504639
	Iteration 17Q: 3 clusters Score -684374.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -684396.062500 Penalty: 2600.504639
	Iteration 18Q: 3 clusters Score -684396.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -684416.875000 Penalty: 2600.504639
	Iteration 19Q: 3 clusters Score -684416.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -684439.437500 Penalty: 2600.504639
	Iteration 20F: 3 clusters Score -684439.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -684460.312500 Penalty: 2600.504639
	Iteration 21Q: 3 clusters Score -684460.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -684480.062500 Penalty: 2600.504639
	Iteration 22Q: 3 clusters Score -684480.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -684501.312500 Penalty: 2600.504639
	Iteration 23Q: 3 clusters Score -684501.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -684527.187500 Penalty: 2600.504639
	Iteration 24Q: 3 clusters Score -684527.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -684553.750000 Penalty: 2600.504639
	Iteration 25Q: 3 clusters Score -684553.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -684582.562500 Penalty: 2600.504639
	Iteration 26Q: 3 clusters Score -684582.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -684607.875000 Penalty: 2600.504639
	Iteration 27Q: 3 clusters Score -684607.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -684635.000000 Penalty: 2600.504639
	Iteration 28Q: 3 clusters Score -684635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -684661.875000 Penalty: 2600.504639
	Iteration 29Q: 3 clusters Score -684661.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -684691.500000 Penalty: 2600.504639
	Iteration 30Q: 3 clusters Score -684691.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -684725.062500 Penalty: 2600.504639
	Iteration 31Q: 3 clusters Score -684725.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -684762.187500 Penalty: 2600.504639
	Iteration 32Q: 3 clusters Score -684762.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -684799.750000 Penalty: 2600.504639
	Iteration 33Q: 3 clusters Score -684799.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -684844.562500 Penalty: 2600.504639
	Iteration 34Q: 3 clusters Score -684844.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -684892.437500 Penalty: 2600.504639
	Iteration 35Q: 3 clusters Score -684892.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -684941.562500 Penalty: 2600.504639
	Iteration 36Q: 3 clusters Score -684941.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -684982.375000 Penalty: 2600.504639
	Iteration 37Q: 3 clusters Score -684982.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -685019.937500 Penalty: 2600.504639
	Iteration 38Q: 3 clusters Score -685019.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -685059.375000 Penalty: 2600.504639
	Iteration 39Q: 3 clusters Score -685059.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -685105.625000 Penalty: 2600.504639
	Iteration 40F: 3 clusters Score -685105.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -685155.625000 Penalty: 2600.504639
	Iteration 41Q: 3 clusters Score -685155.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -685185.312500 Penalty: 2600.504639
	Iteration 42Q: 3 clusters Score -685185.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -685208.812500 Penalty: 2600.504639
	Iteration 43Q: 3 clusters Score -685208.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -685220.562500 Penalty: 2600.504639
	Iteration 44Q: 3 clusters Score -685220.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -685227.125000 Penalty: 2600.504639
	Iteration 45Q: 3 clusters Score -685227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -685238.562500 Penalty: 2600.504639
	Iteration 46Q: 3 clusters Score -685238.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -685255.000000 Penalty: 2600.504639
	Iteration 47Q: 3 clusters Score -685255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -685268.250000 Penalty: 2600.504639
	Iteration 48Q: 3 clusters Score -685268.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -685278.125000 Penalty: 2600.504639
	Iteration 49Q: 3 clusters Score -685278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -685284.687500 Penalty: 2600.504639
	Iteration 50Q: 3 clusters Score -685284.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -685291.062500 Penalty: 2600.504639
	Iteration 51Q: 3 clusters Score -685291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -685295.687500 Penalty: 2600.504639
	Iteration 52Q: 3 clusters Score -685295.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -685303.062500 Penalty: 2600.504639
	Iteration 53Q: 3 clusters Score -685303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -685302.937500 Penalty: 2600.504639
	Iteration 54Q: 3 clusters Score -685302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -685303.312500 Penalty: 2600.504639
	Iteration 55Q: 3 clusters Score -685303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -685303.312500 Penalty: 2600.504639
	Iteration 56F: 3 clusters Score -685303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Entering Unmasked Estep 
Score: -4961390.000000 Penalty: 1584.248169
	Iteration 0F: 2 clusters Score -4961390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4933830.500000 Penalty: 3168.496338
	Iteration 0F: 3 clusters Score -4933830 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4944726.000000 Penalty: 3168.496338
	Iteration 1F: 3 clusters Score -4944726 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4945619.000000 Penalty: 3168.496338
	Iteration 2Q: 3 clusters Score -4945619 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4946643.500000 Penalty: 3168.496338
	Iteration 3Q: 3 clusters Score -4946644 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4947673.000000 Penalty: 3168.496338
	Iteration 4F: 3 clusters Score -4947673 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4948552.500000 Penalty: 3168.496338
	Iteration 5Q: 3 clusters Score -4948552 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4949313.000000 Penalty: 3168.496338
	Iteration 6Q: 3 clusters Score -4949313 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4949924.500000 Penalty: 3168.496338
	Iteration 7Q: 3 clusters Score -4949924 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4950501.500000 Penalty: 3168.496338
	Iteration 8Q: 3 clusters Score -4950502 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -4951034.500000 Penalty: 3168.496338
	Iteration 9Q: 3 clusters Score -4951034 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4951567.500000 Penalty: 3168.496338
	Iteration 10Q: 3 clusters Score -4951568 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4952266.500000 Penalty: 3168.496338
	Iteration 11Q: 3 clusters Score -4952266 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4953088.000000 Penalty: 3168.496338
	Iteration 12Q: 3 clusters Score -4953088 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -4954141.500000 Penalty: 3168.496338
	Iteration 13Q: 3 clusters Score -4954142 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4955304.500000 Penalty: 3168.496338
	Iteration 14Q: 3 clusters Score -4955304 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4956493.000000 Penalty: 3168.496338
	Iteration 15Q: 3 clusters Score -4956493 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -4957501.500000 Penalty: 3168.496338
	Iteration 16Q: 3 clusters Score -4957502 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4958343.500000 Penalty: 3168.496338
	Iteration 17Q: 3 clusters Score -4958344 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4958965.500000 Penalty: 3168.496338
	Iteration 18Q: 3 clusters Score -4958966 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4959360.000000 Penalty: 3168.496338
	Iteration 19Q: 3 clusters Score -4959360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4959605.000000 Penalty: 3168.496338
	Iteration 20F: 3 clusters Score -4959605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4959751.000000 Penalty: 3168.496338
	Iteration 21Q: 3 clusters Score -4959751 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4959851.500000 Penalty: 3168.496338
	Iteration 22Q: 3 clusters Score -4959852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4959938.500000 Penalty: 3168.496338
	Iteration 23Q: 3 clusters Score -4959938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4960000.000000 Penalty: 3168.496338
	Iteration 24Q: 3 clusters Score -4960000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4960061.000000 Penalty: 3168.496338
	Iteration 25Q: 3 clusters Score -4960061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4960089.000000 Penalty: 3168.496338
	Iteration 26Q: 3 clusters Score -4960089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4960101.000000 Penalty: 3168.496338
	Iteration 27Q: 3 clusters Score -4960101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4960116.000000 Penalty: 3168.496338
	Iteration 28Q: 3 clusters Score -4960116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4960110.000000 Penalty: 3168.496338
	Iteration 29Q: 3 clusters Score -4960110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4960119.000000 Penalty: 3168.496338
	Iteration 30Q: 3 clusters Score -4960119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4960124.000000 Penalty: 3168.496338
	Iteration 31Q: 3 clusters Score -4960124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4960124.000000 Penalty: 3168.496338
	Iteration 32Q: 3 clusters Score -4960124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4960124.000000 Penalty: 3168.496338
	Iteration 33F: 3 clusters Score -4960124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Entering Unmasked Estep 
Score: -8516990.000000 Penalty: 1666.341309
	Iteration 0F: 2 clusters Score -8516990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -8469538.000000 Penalty: 3332.682617
	Iteration 0F: 3 clusters Score -8469538 nChanged 34155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -8488739.000000 Penalty: 3332.682617
	Iteration 1F: 3 clusters Score -8488739 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -8489383.000000 Penalty: 3332.682617
	Iteration 2Q: 3 clusters Score -8489383 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -8490136.000000 Penalty: 3332.682617
	Iteration 3Q: 3 clusters Score -8490136 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8491095.000000 Penalty: 3332.682617
	Iteration 4Q: 3 clusters Score -8491095 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8492301.000000 Penalty: 3332.682617
	Iteration 5Q: 3 clusters Score -8492301 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8493889.000000 Penalty: 3332.682617
	Iteration 6F: 3 clusters Score -8493889 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -8496105.000000 Penalty: 3332.682617
	Iteration 7F: 3 clusters Score -8496105 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -8498957.000000 Penalty: 3332.682617
	Iteration 8F: 3 clusters Score -8498957 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -8502104.000000 Penalty: 3332.682617
	Iteration 9F: 3 clusters Score -8502104 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -8505252.000000 Penalty: 3332.682617
	Iteration 10F: 3 clusters Score -8505252 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -8508284.000000 Penalty: 3332.682617
	Iteration 11F: 3 clusters Score -8508284 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -8510782.000000 Penalty: 3332.682617
	Iteration 12Q: 3 clusters Score -8510782 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -8512657.000000 Penalty: 3332.682617
	Iteration 13Q: 3 clusters Score -8512657 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -8514036.000000 Penalty: 3332.682617
	Iteration 14Q: 3 clusters Score -8514036 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -8514764.000000 Penalty: 3332.682617
	Iteration 15Q: 3 clusters Score -8514764 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -8515246.000000 Penalty: 3332.682617
	Iteration 16Q: 3 clusters Score -8515246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -8515432.000000 Penalty: 3332.682617
	Iteration 17Q: 3 clusters Score -8515432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -8515533.000000 Penalty: 3332.682617
	Iteration 18Q: 3 clusters Score -8515533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -8515577.000000 Penalty: 3332.682617
	Iteration 19Q: 3 clusters Score -8515577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -8515593.000000 Penalty: 3332.682617
	Iteration 20F: 3 clusters Score -8515593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -8515622.000000 Penalty: 3332.682617
	Iteration 21Q: 3 clusters Score -8515622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -8515639.000000 Penalty: 3332.682617
	Iteration 22Q: 3 clusters Score -8515639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -8515643.000000 Penalty: 3332.682617
	Iteration 23Q: 3 clusters Score -8515643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -8515655.000000 Penalty: 3332.682617
	Iteration 24Q: 3 clusters Score -8515655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -8515653.000000 Penalty: 3332.682617
	Iteration 25Q: 3 clusters Score -8515653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -8515657.000000 Penalty: 3332.682617
	Iteration 26Q: 3 clusters Score -8515657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -8515652.000000 Penalty: 3332.682617
	Iteration 27Q: 3 clusters Score -8515652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -8515660.000000 Penalty: 3332.682617
	Iteration 28Q: 3 clusters Score -8515660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -8515664.000000 Penalty: 3332.682617
	Iteration 29Q: 3 clusters Score -8515664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -8515661.000000 Penalty: 3332.682617
	Iteration 30Q: 3 clusters Score -8515661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -8515666.000000 Penalty: 3332.682617
	Iteration 31Q: 3 clusters Score -8515666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -8515672.000000 Penalty: 3332.682617
	Iteration 32Q: 3 clusters Score -8515672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -8515681.000000 Penalty: 3332.682617
	Iteration 33Q: 3 clusters Score -8515681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -8515678.000000 Penalty: 3332.682617
	Iteration 34Q: 3 clusters Score -8515678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -8515681.000000 Penalty: 3332.682617
	Iteration 35Q: 3 clusters Score -8515681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -8515689.000000 Penalty: 3332.682617
	Iteration 36Q: 3 clusters Score -8515689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -8515690.000000 Penalty: 3332.682617
	Iteration 37Q: 3 clusters Score -8515690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -8515690.000000 Penalty: 3332.682617
	Iteration 38F: 3 clusters Score -8515690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Entering Unmasked Estep 
Score: -1223767.000000 Penalty: 1384.152344
	Iteration 0F: 2 clusters Score -1223767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1216449.000000 Penalty: 2768.304688
	Iteration 0F: 3 clusters Score -1216449 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1218806.250000 Penalty: 2768.304688
	Iteration 1F: 3 clusters Score -1218806 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1219118.125000 Penalty: 2768.304688
	Iteration 2F: 3 clusters Score -1219118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1219353.000000 Penalty: 2768.304688
	Iteration 3Q: 3 clusters Score -1219353 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1219561.875000 Penalty: 2768.304688
	Iteration 4Q: 3 clusters Score -1219562 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1219754.250000 Penalty: 2768.304688
	Iteration 5Q: 3 clusters Score -1219754 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1219932.250000 Penalty: 2768.304688
	Iteration 6Q: 3 clusters Score -1219932 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1220074.375000 Penalty: 2768.304688
	Iteration 7Q: 3 clusters Score -1220074 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1220198.500000 Penalty: 2768.304688
	Iteration 8Q: 3 clusters Score -1220198 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1220312.875000 Penalty: 2768.304688
	Iteration 9Q: 3 clusters Score -1220313 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1220407.625000 Penalty: 2768.304688
	Iteration 10Q: 3 clusters Score -1220408 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1220486.500000 Penalty: 2768.304688
	Iteration 11Q: 3 clusters Score -1220486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1220568.000000 Penalty: 2768.304688
	Iteration 12Q: 3 clusters Score -1220568 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1220649.125000 Penalty: 2768.304688
	Iteration 13Q: 3 clusters Score -1220649 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1220727.000000 Penalty: 2768.304688
	Iteration 14Q: 3 clusters Score -1220727 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1220816.875000 Penalty: 2768.304688
	Iteration 15Q: 3 clusters Score -1220817 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1220887.125000 Penalty: 2768.304688
	Iteration 16Q: 3 clusters Score -1220887 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1220945.125000 Penalty: 2768.304688
	Iteration 17Q: 3 clusters Score -1220945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1221011.625000 Penalty: 2768.304688
	Iteration 18Q: 3 clusters Score -1221012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1221095.625000 Penalty: 2768.304688
	Iteration 19Q: 3 clusters Score -1221096 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1221186.000000 Penalty: 2768.304688
	Iteration 20F: 3 clusters Score -1221186 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1221282.125000 Penalty: 2768.304688
	Iteration 21Q: 3 clusters Score -1221282 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1221389.000000 Penalty: 2768.304688
	Iteration 22Q: 3 clusters Score -1221389 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1221515.875000 Penalty: 2768.304688
	Iteration 23Q: 3 clusters Score -1221516 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1221645.750000 Penalty: 2768.304688
	Iteration 24Q: 3 clusters Score -1221646 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1221774.250000 Penalty: 2768.304688
	Iteration 25Q: 3 clusters Score -1221774 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1221874.625000 Penalty: 2768.304688
	Iteration 26Q: 3 clusters Score -1221875 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1221955.250000 Penalty: 2768.304688
	Iteration 27Q: 3 clusters Score -1221955 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1222022.000000 Penalty: 2768.304688
	Iteration 28Q: 3 clusters Score -1222022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1222060.750000 Penalty: 2768.304688
	Iteration 29Q: 3 clusters Score -1222061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1222086.875000 Penalty: 2768.304688
	Iteration 30Q: 3 clusters Score -1222087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1222101.500000 Penalty: 2768.304688
	Iteration 31Q: 3 clusters Score -1222102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1222117.500000 Penalty: 2768.304688
	Iteration 32Q: 3 clusters Score -1222118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1222134.125000 Penalty: 2768.304688
	Iteration 33Q: 3 clusters Score -1222134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1222142.500000 Penalty: 2768.304688
	Iteration 34Q: 3 clusters Score -1222142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1222156.125000 Penalty: 2768.304688
	Iteration 35Q: 3 clusters Score -1222156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1222163.125000 Penalty: 2768.304688
	Iteration 36Q: 3 clusters Score -1222163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1222174.125000 Penalty: 2768.304688
	Iteration 37Q: 3 clusters Score -1222174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1222180.875000 Penalty: 2768.304688
	Iteration 38Q: 3 clusters Score -1222181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1222187.125000 Penalty: 2768.304688
	Iteration 39Q: 3 clusters Score -1222187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1222193.375000 Penalty: 2768.304688
	Iteration 40F: 3 clusters Score -1222193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1222202.500000 Penalty: 2768.304688
	Iteration 41Q: 3 clusters Score -1222202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1222203.250000 Penalty: 2768.304688
	Iteration 42Q: 3 clusters Score -1222203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1222207.750000 Penalty: 2768.304688
	Iteration 43Q: 3 clusters Score -1222208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1222218.375000 Penalty: 2768.304688
	Iteration 44Q: 3 clusters Score -1222218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1222222.125000 Penalty: 2768.304688
	Iteration 45Q: 3 clusters Score -1222222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1222221.000000 Penalty: 2768.304688
	Iteration 46Q: 3 clusters Score -1222221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1222230.750000 Penalty: 2768.304688
	Iteration 47Q: 3 clusters Score -1222231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1222237.375000 Penalty: 2768.304688
	Iteration 48Q: 3 clusters Score -1222237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1222243.250000 Penalty: 2768.304688
	Iteration 49Q: 3 clusters Score -1222243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1222250.250000 Penalty: 2768.304688
	Iteration 50Q: 3 clusters Score -1222250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1222254.625000 Penalty: 2768.304688
	Iteration 51Q: 3 clusters Score -1222255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1222257.500000 Penalty: 2768.304688
	Iteration 52Q: 3 clusters Score -1222258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1222262.125000 Penalty: 2768.304688
	Iteration 53Q: 3 clusters Score -1222262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1222267.500000 Penalty: 2768.304688
	Iteration 54Q: 3 clusters Score -1222268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1222273.625000 Penalty: 2768.304688
	Iteration 55Q: 3 clusters Score -1222274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1222281.500000 Penalty: 2768.304688
	Iteration 56Q: 3 clusters Score -1222282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1222282.375000 Penalty: 2768.304688
	Iteration 57Q: 3 clusters Score -1222282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1222293.000000 Penalty: 2768.304688
	Iteration 58Q: 3 clusters Score -1222293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1222298.875000 Penalty: 2768.304688
	Iteration 59Q: 3 clusters Score -1222299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1222305.250000 Penalty: 2768.304688
	Iteration 60F: 3 clusters Score -1222305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1222308.875000 Penalty: 2768.304688
	Iteration 61Q: 3 clusters Score -1222309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1222318.875000 Penalty: 2768.304688
	Iteration 62Q: 3 clusters Score -1222319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1222328.250000 Penalty: 2768.304688
	Iteration 63Q: 3 clusters Score -1222328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1222339.750000 Penalty: 2768.304688
	Iteration 64Q: 3 clusters Score -1222340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1222352.000000 Penalty: 2768.304688
	Iteration 65Q: 3 clusters Score -1222352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1222363.250000 Penalty: 2768.304688
	Iteration 66Q: 3 clusters Score -1222363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1222372.375000 Penalty: 2768.304688
	Iteration 67Q: 3 clusters Score -1222372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1222384.500000 Penalty: 2768.304688
	Iteration 68Q: 3 clusters Score -1222384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1222394.625000 Penalty: 2768.304688
	Iteration 69Q: 3 clusters Score -1222395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1222409.250000 Penalty: 2768.304688
	Iteration 70Q: 3 clusters Score -1222409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1222424.375000 Penalty: 2768.304688
	Iteration 71Q: 3 clusters Score -1222424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1222438.000000 Penalty: 2768.304688
	Iteration 72Q: 3 clusters Score -1222438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1222457.875000 Penalty: 2768.304688
	Iteration 73Q: 3 clusters Score -1222458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1222474.750000 Penalty: 2768.304688
	Iteration 74Q: 3 clusters Score -1222475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1222505.750000 Penalty: 2768.304688
	Iteration 75Q: 3 clusters Score -1222506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1222527.250000 Penalty: 2768.304688
	Iteration 76Q: 3 clusters Score -1222527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1222553.375000 Penalty: 2768.304688
	Iteration 77Q: 3 clusters Score -1222553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1222593.875000 Penalty: 2768.304688
	Iteration 78Q: 3 clusters Score -1222594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1222644.375000 Penalty: 2768.304688
	Iteration 79Q: 3 clusters Score -1222644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1222693.875000 Penalty: 2768.304688
	Iteration 80F: 3 clusters Score -1222694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1222739.250000 Penalty: 2768.304688
	Iteration 81Q: 3 clusters Score -1222739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1222781.375000 Penalty: 2768.304688
	Iteration 82Q: 3 clusters Score -1222781 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1222819.750000 Penalty: 2768.304688
	Iteration 83Q: 3 clusters Score -1222820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1222852.750000 Penalty: 2768.304688
	Iteration 84Q: 3 clusters Score -1222853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1222889.625000 Penalty: 2768.304688
	Iteration 85Q: 3 clusters Score -1222890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1222923.750000 Penalty: 2768.304688
	Iteration 86Q: 3 clusters Score -1222924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1222955.375000 Penalty: 2768.304688
	Iteration 87Q: 3 clusters Score -1222955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1222983.250000 Penalty: 2768.304688
	Iteration 88Q: 3 clusters Score -1222983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1223017.125000 Penalty: 2768.304688
	Iteration 89Q: 3 clusters Score -1223017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1223077.250000 Penalty: 2768.304688
	Iteration 90Q: 3 clusters Score -1223077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1223130.125000 Penalty: 2768.304688
	Iteration 91Q: 3 clusters Score -1223130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1223167.375000 Penalty: 2768.304688
	Iteration 92Q: 3 clusters Score -1223167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1223194.500000 Penalty: 2768.304688
	Iteration 93Q: 3 clusters Score -1223194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1223213.625000 Penalty: 2768.304688
	Iteration 94Q: 3 clusters Score -1223214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1223228.500000 Penalty: 2768.304688
	Iteration 95Q: 3 clusters Score -1223228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1223241.250000 Penalty: 2768.304688
	Iteration 96Q: 3 clusters Score -1223241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1223249.500000 Penalty: 2768.304688
	Iteration 97Q: 3 clusters Score -1223250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1223256.875000 Penalty: 2768.304688
	Iteration 98Q: 3 clusters Score -1223257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1223263.125000 Penalty: 2768.304688
	Iteration 99Q: 3 clusters Score -1223263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1223260.125000 Penalty: 2768.304688
	Iteration 100F: 3 clusters Score -1223260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1223265.375000 Penalty: 2768.304688
	Iteration 101Q: 3 clusters Score -1223265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1223267.250000 Penalty: 2768.304688
	Iteration 102Q: 3 clusters Score -1223267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1223265.250000 Penalty: 2768.304688
	Iteration 103Q: 3 clusters Score -1223265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1223267.375000 Penalty: 2768.304688
	Iteration 104Q: 3 clusters Score -1223267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1223267.375000 Penalty: 2768.304688
	Iteration 105F: 3 clusters Score -1223267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1175431.375000 Penalty: 1379.267212
	Iteration 0F: 2 clusters Score -1175431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1168351.375000 Penalty: 2758.534424
	Iteration 0F: 3 clusters Score -1168351 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1170673.000000 Penalty: 2758.534424
	Iteration 1F: 3 clusters Score -1170673 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1171035.125000 Penalty: 2758.534424
	Iteration 2F: 3 clusters Score -1171035 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1171325.750000 Penalty: 2758.534424
	Iteration 3F: 3 clusters Score -1171326 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1171617.000000 Penalty: 2758.534424
	Iteration 4F: 3 clusters Score -1171617 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1171919.250000 Penalty: 2758.534424
	Iteration 5F: 3 clusters Score -1171919 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1172253.000000 Penalty: 2758.534424
	Iteration 6F: 3 clusters Score -1172253 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1172584.250000 Penalty: 2758.534424
	Iteration 7F: 3 clusters Score -1172584 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1172879.000000 Penalty: 2758.534424
	Iteration 8Q: 3 clusters Score -1172879 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1173125.875000 Penalty: 2758.534424
	Iteration 9Q: 3 clusters Score -1173126 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1173306.625000 Penalty: 2758.534424
	Iteration 10Q: 3 clusters Score -1173307 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1173449.875000 Penalty: 2758.534424
	Iteration 11Q: 3 clusters Score -1173450 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1173577.250000 Penalty: 2758.534424
	Iteration 12Q: 3 clusters Score -1173577 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1173688.375000 Penalty: 2758.534424
	Iteration 13Q: 3 clusters Score -1173688 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1173792.375000 Penalty: 2758.534424
	Iteration 14Q: 3 clusters Score -1173792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1173870.750000 Penalty: 2758.534424
	Iteration 15Q: 3 clusters Score -1173871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1173946.875000 Penalty: 2758.534424
	Iteration 16Q: 3 clusters Score -1173947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1174006.875000 Penalty: 2758.534424
	Iteration 17Q: 3 clusters Score -1174007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1174053.500000 Penalty: 2758.534424
	Iteration 18Q: 3 clusters Score -1174054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1174098.875000 Penalty: 2758.534424
	Iteration 19Q: 3 clusters Score -1174099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1174124.750000 Penalty: 2758.534424
	Iteration 20F: 3 clusters Score -1174125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1174145.500000 Penalty: 2758.534424
	Iteration 21Q: 3 clusters Score -1174146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1174164.500000 Penalty: 2758.534424
	Iteration 22Q: 3 clusters Score -1174164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1174182.125000 Penalty: 2758.534424
	Iteration 23Q: 3 clusters Score -1174182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1174193.875000 Penalty: 2758.534424
	Iteration 24Q: 3 clusters Score -1174194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1174205.750000 Penalty: 2758.534424
	Iteration 25Q: 3 clusters Score -1174206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1174217.125000 Penalty: 2758.534424
	Iteration 26Q: 3 clusters Score -1174217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1174226.375000 Penalty: 2758.534424
	Iteration 27Q: 3 clusters Score -1174226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1174246.375000 Penalty: 2758.534424
	Iteration 28Q: 3 clusters Score -1174246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1174261.500000 Penalty: 2758.534424
	Iteration 29Q: 3 clusters Score -1174262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1174273.125000 Penalty: 2758.534424
	Iteration 30Q: 3 clusters Score -1174273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1174284.750000 Penalty: 2758.534424
	Iteration 31Q: 3 clusters Score -1174285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1174292.750000 Penalty: 2758.534424
	Iteration 32Q: 3 clusters Score -1174293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1174302.500000 Penalty: 2758.534424
	Iteration 33Q: 3 clusters Score -1174302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1174312.875000 Penalty: 2758.534424
	Iteration 34Q: 3 clusters Score -1174313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1174330.750000 Penalty: 2758.534424
	Iteration 35Q: 3 clusters Score -1174331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1174343.250000 Penalty: 2758.534424
	Iteration 36Q: 3 clusters Score -1174343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1174355.500000 Penalty: 2758.534424
	Iteration 37Q: 3 clusters Score -1174356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1174363.500000 Penalty: 2758.534424
	Iteration 38Q: 3 clusters Score -1174364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1174366.750000 Penalty: 2758.534424
	Iteration 39Q: 3 clusters Score -1174367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1174372.375000 Penalty: 2758.534424
	Iteration 40F: 3 clusters Score -1174372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1174375.000000 Penalty: 2758.534424
	Iteration 41Q: 3 clusters Score -1174375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1174381.500000 Penalty: 2758.534424
	Iteration 42Q: 3 clusters Score -1174382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1174388.750000 Penalty: 2758.534424
	Iteration 43Q: 3 clusters Score -1174389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1174392.125000 Penalty: 2758.534424
	Iteration 44Q: 3 clusters Score -1174392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1174394.375000 Penalty: 2758.534424
	Iteration 45Q: 3 clusters Score -1174394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1174400.875000 Penalty: 2758.534424
	Iteration 46Q: 3 clusters Score -1174401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1174405.875000 Penalty: 2758.534424
	Iteration 47Q: 3 clusters Score -1174406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1174411.000000 Penalty: 2758.534424
	Iteration 48Q: 3 clusters Score -1174411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1174411.500000 Penalty: 2758.534424
	Iteration 49Q: 3 clusters Score -1174412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1174414.125000 Penalty: 2758.534424
	Iteration 50Q: 3 clusters Score -1174414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1174413.625000 Penalty: 2758.534424
	Iteration 51Q: 3 clusters Score -1174414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1174415.000000 Penalty: 2758.534424
	Iteration 52Q: 3 clusters Score -1174415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1174415.250000 Penalty: 2758.534424
	Iteration 53Q: 3 clusters Score -1174415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1174415.250000 Penalty: 2758.534424
	Iteration 54F: 3 clusters Score -1174415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -158342.328125 Penalty: 1100.117554
	Iteration 0F: 2 clusters Score -158342.3 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 764 members 
Entering Unmasked Estep 
Score: -156687.187500 Penalty: 2200.235107
	Iteration 0F: 3 clusters Score -156687.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157092.953125 Penalty: 2200.235107
	Iteration 1F: 3 clusters Score -157093 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157236.031250 Penalty: 2200.235107
	Iteration 2F: 3 clusters Score -157236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -157342.546875 Penalty: 2200.235107
	Iteration 3F: 3 clusters Score -157342.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -157403.671875 Penalty: 2200.235107
	Iteration 4Q: 3 clusters Score -157403.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -157442.203125 Penalty: 2200.235107
	Iteration 5Q: 3 clusters Score -157442.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157480.281250 Penalty: 2200.235107
	Iteration 6Q: 3 clusters Score -157480.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -157519.515625 Penalty: 2200.235107
	Iteration 7Q: 3 clusters Score -157519.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157542.937500 Penalty: 2200.235107
	Iteration 8Q: 3 clusters Score -157542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157564.046875 Penalty: 2200.235107
	Iteration 9Q: 3 clusters Score -157564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157586.859375 Penalty: 2200.235107
	Iteration 10Q: 3 clusters Score -157586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -157601.468750 Penalty: 2200.235107
	Iteration 11Q: 3 clusters Score -157601.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157616.203125 Penalty: 2200.235107
	Iteration 12Q: 3 clusters Score -157616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -157641.640625 Penalty: 2200.235107
	Iteration 13Q: 3 clusters Score -157641.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157664.062500 Penalty: 2200.235107
	Iteration 14Q: 3 clusters Score -157664.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157683.593750 Penalty: 2200.235107
	Iteration 15Q: 3 clusters Score -157683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -157691.265625 Penalty: 2200.235107
	Iteration 16Q: 3 clusters Score -157691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157695.484375 Penalty: 2200.235107
	Iteration 17Q: 3 clusters Score -157695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157699.281250 Penalty: 2200.235107
	Iteration 18Q: 3 clusters Score -157699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157706.546875 Penalty: 2200.235107
	Iteration 19Q: 3 clusters Score -157706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157709.703125 Penalty: 2200.235107
	Iteration 20F: 3 clusters Score -157709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157715.718750 Penalty: 2200.235107
	Iteration 21Q: 3 clusters Score -157715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157720.437500 Penalty: 2200.235107
	Iteration 22Q: 3 clusters Score -157720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157727.671875 Penalty: 2200.235107
	Iteration 23Q: 3 clusters Score -157727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157728.250000 Penalty: 2200.235107
	Iteration 24Q: 3 clusters Score -157728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157728.250000 Penalty: 2200.235107
	Iteration 25F: 3 clusters Score -157728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Entering Unmasked Estep 
Score: -3780273.000000 Penalty: 1545.092896
	Iteration 0F: 2 clusters Score -3780273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3759040.000000 Penalty: 3090.185791
	Iteration 0F: 3 clusters Score -3759040 nChanged 14727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3767140.250000 Penalty: 3090.185791
	Iteration 1F: 3 clusters Score -3767140 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3767671.250000 Penalty: 3090.185791
	Iteration 2Q: 3 clusters Score -3767671 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3768184.250000 Penalty: 3090.185791
	Iteration 3Q: 3 clusters Score -3768184 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3768703.250000 Penalty: 3090.185791
	Iteration 4Q: 3 clusters Score -3768703 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3769263.500000 Penalty: 3090.185791
	Iteration 5Q: 3 clusters Score -3769264 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3770018.500000 Penalty: 3090.185791
	Iteration 6Q: 3 clusters Score -3770018 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3770974.500000 Penalty: 3090.185791
	Iteration 7F: 3 clusters Score -3770974 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3772172.250000 Penalty: 3090.185791
	Iteration 8F: 3 clusters Score -3772172 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3773484.750000 Penalty: 3090.185791
	Iteration 9F: 3 clusters Score -3773485 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3774727.000000 Penalty: 3090.185791
	Iteration 10F: 3 clusters Score -3774727 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3775701.000000 Penalty: 3090.185791
	Iteration 11Q: 3 clusters Score -3775701 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3776387.750000 Penalty: 3090.185791
	Iteration 12Q: 3 clusters Score -3776388 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3776816.750000 Penalty: 3090.185791
	Iteration 13Q: 3 clusters Score -3776817 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3777040.250000 Penalty: 3090.185791
	Iteration 14Q: 3 clusters Score -3777040 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3777157.250000 Penalty: 3090.185791
	Iteration 15Q: 3 clusters Score -3777157 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3777242.000000 Penalty: 3090.185791
	Iteration 16Q: 3 clusters Score -3777242 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3777311.250000 Penalty: 3090.185791
	Iteration 17Q: 3 clusters Score -3777311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3777362.500000 Penalty: 3090.185791
	Iteration 18Q: 3 clusters Score -3777362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3777407.500000 Penalty: 3090.185791
	Iteration 19Q: 3 clusters Score -3777408 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3777459.250000 Penalty: 3090.185791
	Iteration 20F: 3 clusters Score -3777459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3777494.500000 Penalty: 3090.185791
	Iteration 21Q: 3 clusters Score -3777494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3777527.000000 Penalty: 3090.185791
	Iteration 22Q: 3 clusters Score -3777527 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3777565.000000 Penalty: 3090.185791
	Iteration 23Q: 3 clusters Score -3777565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3777594.500000 Penalty: 3090.185791
	Iteration 24Q: 3 clusters Score -3777594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3777616.250000 Penalty: 3090.185791
	Iteration 25Q: 3 clusters Score -3777616 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3777637.000000 Penalty: 3090.185791
	Iteration 26Q: 3 clusters Score -3777637 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3777672.250000 Penalty: 3090.185791
	Iteration 27Q: 3 clusters Score -3777672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3777691.750000 Penalty: 3090.185791
	Iteration 28Q: 3 clusters Score -3777692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3777713.500000 Penalty: 3090.185791
	Iteration 29Q: 3 clusters Score -3777714 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3777727.250000 Penalty: 3090.185791
	Iteration 30Q: 3 clusters Score -3777727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3777758.000000 Penalty: 3090.185791
	Iteration 31Q: 3 clusters Score -3777758 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3777767.250000 Penalty: 3090.185791
	Iteration 32Q: 3 clusters Score -3777767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3777785.000000 Penalty: 3090.185791
	Iteration 33Q: 3 clusters Score -3777785 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3777801.000000 Penalty: 3090.185791
	Iteration 34Q: 3 clusters Score -3777801 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3777823.750000 Penalty: 3090.185791
	Iteration 35Q: 3 clusters Score -3777824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3777824.750000 Penalty: 3090.185791
	Iteration 36Q: 3 clusters Score -3777825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3777844.750000 Penalty: 3090.185791
	Iteration 37Q: 3 clusters Score -3777845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3777846.250000 Penalty: 3090.185791
	Iteration 38Q: 3 clusters Score -3777846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3777853.250000 Penalty: 3090.185791
	Iteration 39Q: 3 clusters Score -3777853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3777858.000000 Penalty: 3090.185791
	Iteration 40F: 3 clusters Score -3777858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3777874.500000 Penalty: 3090.185791
	Iteration 41Q: 3 clusters Score -3777874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3777889.250000 Penalty: 3090.185791
	Iteration 42Q: 3 clusters Score -3777889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3777900.500000 Penalty: 3090.185791
	Iteration 43Q: 3 clusters Score -3777900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3777902.000000 Penalty: 3090.185791
	Iteration 44Q: 3 clusters Score -3777902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3777919.250000 Penalty: 3090.185791
	Iteration 45Q: 3 clusters Score -3777919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3777922.500000 Penalty: 3090.185791
	Iteration 46Q: 3 clusters Score -3777922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3777939.250000 Penalty: 3090.185791
	Iteration 47Q: 3 clusters Score -3777939 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3777964.000000 Penalty: 3090.185791
	Iteration 48Q: 3 clusters Score -3777964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3777973.250000 Penalty: 3090.185791
	Iteration 49Q: 3 clusters Score -3777973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3777983.500000 Penalty: 3090.185791
	Iteration 50Q: 3 clusters Score -3777984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3777991.750000 Penalty: 3090.185791
	Iteration 51Q: 3 clusters Score -3777992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3777996.500000 Penalty: 3090.185791
	Iteration 52Q: 3 clusters Score -3777996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3778004.250000 Penalty: 3090.185791
	Iteration 53Q: 3 clusters Score -3778004 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3778015.250000 Penalty: 3090.185791
	Iteration 54Q: 3 clusters Score -3778015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3778017.250000 Penalty: 3090.185791
	Iteration 55Q: 3 clusters Score -3778017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3778026.250000 Penalty: 3090.185791
	Iteration 56Q: 3 clusters Score -3778026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3778031.000000 Penalty: 3090.185791
	Iteration 57Q: 3 clusters Score -3778031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3778040.000000 Penalty: 3090.185791
	Iteration 58Q: 3 clusters Score -3778040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3778043.750000 Penalty: 3090.185791
	Iteration 59Q: 3 clusters Score -3778044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3778053.750000 Penalty: 3090.185791
	Iteration 60F: 3 clusters Score -3778054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3778053.250000 Penalty: 3090.185791
	Iteration 61Q: 3 clusters Score -3778053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3778060.250000 Penalty: 3090.185791
	Iteration 62Q: 3 clusters Score -3778060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3778069.500000 Penalty: 3090.185791
	Iteration 63Q: 3 clusters Score -3778070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3778080.750000 Penalty: 3090.185791
	Iteration 64Q: 3 clusters Score -3778081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3778097.000000 Penalty: 3090.185791
	Iteration 65Q: 3 clusters Score -3778097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3778104.500000 Penalty: 3090.185791
	Iteration 66Q: 3 clusters Score -3778104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3778101.500000 Penalty: 3090.185791
	Iteration 67Q: 3 clusters Score -3778102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3778115.500000 Penalty: 3090.185791
	Iteration 68Q: 3 clusters Score -3778116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3778123.250000 Penalty: 3090.185791
	Iteration 69Q: 3 clusters Score -3778123 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3778127.000000 Penalty: 3090.185791
	Iteration 70Q: 3 clusters Score -3778127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3778131.750000 Penalty: 3090.185791
	Iteration 71Q: 3 clusters Score -3778132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3778138.000000 Penalty: 3090.185791
	Iteration 72Q: 3 clusters Score -3778138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3778158.000000 Penalty: 3090.185791
	Iteration 73Q: 3 clusters Score -3778158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3778159.250000 Penalty: 3090.185791
	Iteration 74Q: 3 clusters Score -3778159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3778166.750000 Penalty: 3090.185791
	Iteration 75Q: 3 clusters Score -3778167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3778167.500000 Penalty: 3090.185791
	Iteration 76Q: 3 clusters Score -3778168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3778182.500000 Penalty: 3090.185791
	Iteration 77Q: 3 clusters Score -3778182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3778177.250000 Penalty: 3090.185791
	Iteration 78Q: 3 clusters Score -3778177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3778189.000000 Penalty: 3090.185791
	Iteration 79Q: 3 clusters Score -3778189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3778201.750000 Penalty: 3090.185791
	Iteration 80F: 3 clusters Score -3778202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3778213.750000 Penalty: 3090.185791
	Iteration 81Q: 3 clusters Score -3778214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3778226.500000 Penalty: 3090.185791
	Iteration 82Q: 3 clusters Score -3778226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3778251.500000 Penalty: 3090.185791
	Iteration 83Q: 3 clusters Score -3778252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3778246.750000 Penalty: 3090.185791
	Iteration 84Q: 3 clusters Score -3778247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3778256.750000 Penalty: 3090.185791
	Iteration 85Q: 3 clusters Score -3778257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3778287.750000 Penalty: 3090.185791
	Iteration 86Q: 3 clusters Score -3778288 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3778308.000000 Penalty: 3090.185791
	Iteration 87Q: 3 clusters Score -3778308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3778316.000000 Penalty: 3090.185791
	Iteration 88Q: 3 clusters Score -3778316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3778335.750000 Penalty: 3090.185791
	Iteration 89Q: 3 clusters Score -3778336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3778345.000000 Penalty: 3090.185791
	Iteration 90Q: 3 clusters Score -3778345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3778360.000000 Penalty: 3090.185791
	Iteration 91Q: 3 clusters Score -3778360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3778362.500000 Penalty: 3090.185791
	Iteration 92Q: 3 clusters Score -3778362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3778373.000000 Penalty: 3090.185791
	Iteration 93Q: 3 clusters Score -3778373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3778389.000000 Penalty: 3090.185791
	Iteration 94Q: 3 clusters Score -3778389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3778388.000000 Penalty: 3090.185791
	Iteration 95Q: 3 clusters Score -3778388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3778390.000000 Penalty: 3090.185791
	Iteration 96Q: 3 clusters Score -3778390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3778398.000000 Penalty: 3090.185791
	Iteration 97Q: 3 clusters Score -3778398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3778405.000000 Penalty: 3090.185791
	Iteration 98Q: 3 clusters Score -3778405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3778417.250000 Penalty: 3090.185791
	Iteration 99Q: 3 clusters Score -3778417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3778428.000000 Penalty: 3090.185791
	Iteration 100F: 3 clusters Score -3778428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3778420.750000 Penalty: 3090.185791
	Iteration 101Q: 3 clusters Score -3778421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3778425.500000 Penalty: 3090.185791
	Iteration 102Q: 3 clusters Score -3778426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3778422.750000 Penalty: 3090.185791
	Iteration 103Q: 3 clusters Score -3778423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3778427.000000 Penalty: 3090.185791
	Iteration 104Q: 3 clusters Score -3778427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3778432.750000 Penalty: 3090.185791
	Iteration 105Q: 3 clusters Score -3778433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3778445.500000 Penalty: 3090.185791
	Iteration 106Q: 3 clusters Score -3778446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3778450.750000 Penalty: 3090.185791
	Iteration 107Q: 3 clusters Score -3778451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3778460.000000 Penalty: 3090.185791
	Iteration 108Q: 3 clusters Score -3778460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3778460.750000 Penalty: 3090.185791
	Iteration 109Q: 3 clusters Score -3778461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3778466.750000 Penalty: 3090.185791
	Iteration 110Q: 3 clusters Score -3778467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3778480.500000 Penalty: 3090.185791
	Iteration 111Q: 3 clusters Score -3778480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3778481.000000 Penalty: 3090.185791
	Iteration 112Q: 3 clusters Score -3778481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3778479.750000 Penalty: 3090.185791
	Iteration 113Q: 3 clusters Score -3778480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3778494.000000 Penalty: 3090.185791
	Iteration 114Q: 3 clusters Score -3778494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3778486.750000 Penalty: 3090.185791
	Iteration 115Q: 3 clusters Score -3778487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3778492.000000 Penalty: 3090.185791
	Iteration 116Q: 3 clusters Score -3778492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3778502.750000 Penalty: 3090.185791
	Iteration 117Q: 3 clusters Score -3778503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3778503.500000 Penalty: 3090.185791
	Iteration 118Q: 3 clusters Score -3778504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3778510.750000 Penalty: 3090.185791
	Iteration 119Q: 3 clusters Score -3778511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3778522.250000 Penalty: 3090.185791
	Iteration 120F: 3 clusters Score -3778522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3778524.750000 Penalty: 3090.185791
	Iteration 121Q: 3 clusters Score -3778525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3778523.750000 Penalty: 3090.185791
	Iteration 122Q: 3 clusters Score -3778524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3778522.000000 Penalty: 3090.185791
	Iteration 123Q: 3 clusters Score -3778522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3778525.500000 Penalty: 3090.185791
	Iteration 124Q: 3 clusters Score -3778526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3778519.750000 Penalty: 3090.185791
	Iteration 125Q: 3 clusters Score -3778520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3778530.000000 Penalty: 3090.185791
	Iteration 126Q: 3 clusters Score -3778530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3778524.000000 Penalty: 3090.185791
	Iteration 127Q: 3 clusters Score -3778524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3778540.000000 Penalty: 3090.185791
	Iteration 128Q: 3 clusters Score -3778540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3778536.250000 Penalty: 3090.185791
	Iteration 129Q: 3 clusters Score -3778536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3778538.750000 Penalty: 3090.185791
	Iteration 130Q: 3 clusters Score -3778539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3778532.000000 Penalty: 3090.185791
	Iteration 131Q: 3 clusters Score -3778532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3778534.250000 Penalty: 3090.185791
	Iteration 132Q: 3 clusters Score -3778534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3778537.250000 Penalty: 3090.185791
	Iteration 133Q: 3 clusters Score -3778537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3778542.250000 Penalty: 3090.185791
	Iteration 134Q: 3 clusters Score -3778542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3778541.250000 Penalty: 3090.185791
	Iteration 135Q: 3 clusters Score -3778541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3778539.000000 Penalty: 3090.185791
	Iteration 136Q: 3 clusters Score -3778539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3778545.000000 Penalty: 3090.185791
	Iteration 137Q: 3 clusters Score -3778545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3778542.000000 Penalty: 3090.185791
	Iteration 138Q: 3 clusters Score -3778542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3778541.750000 Penalty: 3090.185791
	Iteration 139Q: 3 clusters Score -3778542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3778540.750000 Penalty: 3090.185791
	Iteration 140F: 3 clusters Score -3778541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3778546.750000 Penalty: 3090.185791
	Iteration 141Q: 3 clusters Score -3778547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3778548.250000 Penalty: 3090.185791
	Iteration 142Q: 3 clusters Score -3778548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3778546.500000 Penalty: 3090.185791
	Iteration 143Q: 3 clusters Score -3778546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3778545.500000 Penalty: 3090.185791
	Iteration 144Q: 3 clusters Score -3778546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3778556.750000 Penalty: 3090.185791
	Iteration 145Q: 3 clusters Score -3778557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3778561.250000 Penalty: 3090.185791
	Iteration 146Q: 3 clusters Score -3778561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3778562.500000 Penalty: 3090.185791
	Iteration 147Q: 3 clusters Score -3778562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3778564.250000 Penalty: 3090.185791
	Iteration 148Q: 3 clusters Score -3778564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3778566.250000 Penalty: 3090.185791
	Iteration 149Q: 3 clusters Score -3778566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3778577.000000 Penalty: 3090.185791
	Iteration 150Q: 3 clusters Score -3778577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3778569.000000 Penalty: 3090.185791
	Iteration 151Q: 3 clusters Score -3778569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3778577.000000 Penalty: 3090.185791
	Iteration 152Q: 3 clusters Score -3778577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3778573.500000 Penalty: 3090.185791
	Iteration 153Q: 3 clusters Score -3778574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3778580.500000 Penalty: 3090.185791
	Iteration 154Q: 3 clusters Score -3778580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3778577.500000 Penalty: 3090.185791
	Iteration 155Q: 3 clusters Score -3778578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3778574.250000 Penalty: 3090.185791
	Iteration 156Q: 3 clusters Score -3778574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3778574.500000 Penalty: 3090.185791
	Iteration 157Q: 3 clusters Score -3778574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3778579.750000 Penalty: 3090.185791
	Iteration 158Q: 3 clusters Score -3778580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3778574.750000 Penalty: 3090.185791
	Iteration 159Q: 3 clusters Score -3778575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3778575.750000 Penalty: 3090.185791
	Iteration 160F: 3 clusters Score -3778576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3778576.250000 Penalty: 3090.185791
	Iteration 161Q: 3 clusters Score -3778576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3778583.500000 Penalty: 3090.185791
	Iteration 162Q: 3 clusters Score -3778584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3778586.000000 Penalty: 3090.185791
	Iteration 163Q: 3 clusters Score -3778586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3778584.750000 Penalty: 3090.185791
	Iteration 164Q: 3 clusters Score -3778585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3778585.250000 Penalty: 3090.185791
	Iteration 165Q: 3 clusters Score -3778585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3778586.500000 Penalty: 3090.185791
	Iteration 166Q: 3 clusters Score -3778586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3778588.250000 Penalty: 3090.185791
	Iteration 167Q: 3 clusters Score -3778588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3778591.500000 Penalty: 3090.185791
	Iteration 168Q: 3 clusters Score -3778592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3778585.000000 Penalty: 3090.185791
	Iteration 169Q: 3 clusters Score -3778585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3778586.000000 Penalty: 3090.185791
	Iteration 170Q: 3 clusters Score -3778586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3778582.750000 Penalty: 3090.185791
	Iteration 171Q: 3 clusters Score -3778583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3778580.750000 Penalty: 3090.185791
	Iteration 172Q: 3 clusters Score -3778581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3778579.500000 Penalty: 3090.185791
	Iteration 173Q: 3 clusters Score -3778580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3778584.750000 Penalty: 3090.185791
	Iteration 174Q: 3 clusters Score -3778585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3778585.500000 Penalty: 3090.185791
	Iteration 175Q: 3 clusters Score -3778586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3778586.750000 Penalty: 3090.185791
	Iteration 176Q: 3 clusters Score -3778587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3778585.750000 Penalty: 3090.185791
	Iteration 177Q: 3 clusters Score -3778586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3778586.250000 Penalty: 3090.185791
	Iteration 178Q: 3 clusters Score -3778586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3778583.000000 Penalty: 3090.185791
	Iteration 179Q: 3 clusters Score -3778583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3778582.250000 Penalty: 3090.185791
	Iteration 180F: 3 clusters Score -3778582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3778586.000000 Penalty: 3090.185791
	Iteration 181Q: 3 clusters Score -3778586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3778588.000000 Penalty: 3090.185791
	Iteration 182Q: 3 clusters Score -3778588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3778588.000000 Penalty: 3090.185791
	Iteration 183F: 3 clusters Score -3778588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -435494.156250 Penalty: 1234.748535
	Iteration 0F: 2 clusters Score -435494.2 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 2020 members 
Entering Unmasked Estep 
Score: -432405.562500 Penalty: 2469.497070
	Iteration 0F: 3 clusters Score -432405.6 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -433312.968750 Penalty: 2469.497070
	Iteration 1F: 3 clusters Score -433313 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -433535.281250 Penalty: 2469.497070
	Iteration 2F: 3 clusters Score -433535.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -433690.031250 Penalty: 2469.497070
	Iteration 3F: 3 clusters Score -433690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -433783.750000 Penalty: 2469.497070
	Iteration 4Q: 3 clusters Score -433783.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -433845.906250 Penalty: 2469.497070
	Iteration 5Q: 3 clusters Score -433845.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -433900.875000 Penalty: 2469.497070
	Iteration 6Q: 3 clusters Score -433900.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -433934.843750 Penalty: 2469.497070
	Iteration 7Q: 3 clusters Score -433934.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -433963.468750 Penalty: 2469.497070
	Iteration 8Q: 3 clusters Score -433963.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -433988.125000 Penalty: 2469.497070
	Iteration 9Q: 3 clusters Score -433988.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -434011.187500 Penalty: 2469.497070
	Iteration 10Q: 3 clusters Score -434011.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -434042.093750 Penalty: 2469.497070
	Iteration 11Q: 3 clusters Score -434042.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -434073.406250 Penalty: 2469.497070
	Iteration 12Q: 3 clusters Score -434073.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -434099.031250 Penalty: 2469.497070
	Iteration 13Q: 3 clusters Score -434099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -434121.750000 Penalty: 2469.497070
	Iteration 14Q: 3 clusters Score -434121.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -434154.281250 Penalty: 2469.497070
	Iteration 15Q: 3 clusters Score -434154.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -434173.250000 Penalty: 2469.497070
	Iteration 16Q: 3 clusters Score -434173.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -434194.812500 Penalty: 2469.497070
	Iteration 17Q: 3 clusters Score -434194.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -434215.093750 Penalty: 2469.497070
	Iteration 18Q: 3 clusters Score -434215.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -434231.843750 Penalty: 2469.497070
	Iteration 19Q: 3 clusters Score -434231.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -434246.062500 Penalty: 2469.497070
	Iteration 20F: 3 clusters Score -434246.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -434260.156250 Penalty: 2469.497070
	Iteration 21Q: 3 clusters Score -434260.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -434272.968750 Penalty: 2469.497070
	Iteration 22Q: 3 clusters Score -434273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -434286.937500 Penalty: 2469.497070
	Iteration 23Q: 3 clusters Score -434286.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -434323.125000 Penalty: 2469.497070
	Iteration 24Q: 3 clusters Score -434323.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -434359.406250 Penalty: 2469.497070
	Iteration 25Q: 3 clusters Score -434359.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -434398.718750 Penalty: 2469.497070
	Iteration 26Q: 3 clusters Score -434398.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -434450.625000 Penalty: 2469.497070
	Iteration 27Q: 3 clusters Score -434450.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -434500.031250 Penalty: 2469.497070
	Iteration 28Q: 3 clusters Score -434500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -434542.000000 Penalty: 2469.497070
	Iteration 29Q: 3 clusters Score -434542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -434595.781250 Penalty: 2469.497070
	Iteration 30Q: 3 clusters Score -434595.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -434681.125000 Penalty: 2469.497070
	Iteration 31Q: 3 clusters Score -434681.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -434809.781250 Penalty: 2469.497070
	Iteration 32Q: 3 clusters Score -434809.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -434946.656250 Penalty: 2469.497070
	Iteration 33Q: 3 clusters Score -434946.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -435048.062500 Penalty: 2469.497070
	Iteration 34Q: 3 clusters Score -435048.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435138.218750 Penalty: 2469.497070
	Iteration 35Q: 3 clusters Score -435138.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -435228.343750 Penalty: 2469.497070
	Iteration 36Q: 3 clusters Score -435228.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -435339.031250 Penalty: 2469.497070
	Iteration 37Q: 3 clusters Score -435339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -435426.500000 Penalty: 2469.497070
	Iteration 38Q: 3 clusters Score -435426.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -435508.125000 Penalty: 2469.497070
	Iteration 39Q: 3 clusters Score -435508.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -435554.687500 Penalty: 2469.497070
	Iteration 40F: 3 clusters Score -435554.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -435600.281250 Penalty: 2469.497070
	Iteration 41Q: 3 clusters Score -435600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -435626.156250 Penalty: 2469.497070
	Iteration 42Q: 3 clusters Score -435626.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -435653.062500 Penalty: 2469.497070
	Iteration 43Q: 3 clusters Score -435653.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -435664.375000 Penalty: 2469.497070
	Iteration 44Q: 3 clusters Score -435664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -435665.531250 Penalty: 2469.497070
	Iteration 45Q: 3 clusters Score -435665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -435667.125000 Penalty: 2469.497070
	Iteration 46Q: 3 clusters Score -435667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -435668.562500 Penalty: 2469.497070
	Iteration 47Q: 3 clusters Score -435668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -435668.562500 Penalty: 2469.497070
	Iteration 48F: 3 clusters Score -435668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 75568 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 2613 members 
Entering Unmasked Estep 
Score: -111088872.000000 Penalty: 117209.742188
Splitting cluster 19 changes total score from -111089280.000000 to -111088872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -954802.437500 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -954802.4 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 4076 members 
Entering Unmasked Estep 
Score: -949122.187500 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -949122.2 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -950929.500000 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -950929.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -951218.250000 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -951218.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -951417.000000 Penalty: 2679.569824
	Iteration 3F: 3 clusters Score -951417 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -951569.750000 Penalty: 2679.569824
	Iteration 4Q: 3 clusters Score -951569.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -951676.000000 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -951676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -951774.312500 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -951774.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -951879.812500 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -951879.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -951964.375000 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -951964.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -952055.250000 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -952055.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -952143.375000 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -952143.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -952227.812500 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -952227.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -952321.375000 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -952321.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -952424.437500 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -952424.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -952531.562500 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -952531.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -952638.000000 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -952638 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -952764.375000 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -952764.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -952902.125000 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -952902.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -953059.562500 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -953059.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -953222.937500 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -953222.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -953385.125000 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -953385.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -953526.750000 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -953526.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -953648.937500 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -953648.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -953749.125000 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -953749.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -953829.312500 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -953829.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -953893.500000 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -953893.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -953949.625000 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -953949.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -953980.375000 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -953980.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -954008.125000 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -954008.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -954023.500000 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -954023.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -954031.750000 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -954031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -954034.937500 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -954034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -954039.062500 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -954039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -954044.250000 Penalty: 2679.569824
	Iteration 33Q: 3 clusters Score -954044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -954050.687500 Penalty: 2679.569824
	Iteration 34Q: 3 clusters Score -954050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -954050.937500 Penalty: 2679.569824
	Iteration 35Q: 3 clusters Score -954050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -954054.312500 Penalty: 2679.569824
	Iteration 36Q: 3 clusters Score -954054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -954056.187500 Penalty: 2679.569824
	Iteration 37Q: 3 clusters Score -954056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -954059.125000 Penalty: 2679.569824
	Iteration 38Q: 3 clusters Score -954059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -954061.500000 Penalty: 2679.569824
	Iteration 39Q: 3 clusters Score -954061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -954061.500000 Penalty: 2679.569824
	Iteration 40F: 3 clusters Score -954061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -924913.687500 Penalty: 1339.839844
	Iteration 0F: 2 clusters Score -924913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -919377.750000 Penalty: 2679.679688
	Iteration 0F: 3 clusters Score -919377.8 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -921187.250000 Penalty: 2679.679688
	Iteration 1F: 3 clusters Score -921187.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -921483.812500 Penalty: 2679.679688
	Iteration 2F: 3 clusters Score -921483.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -921675.562500 Penalty: 2679.679688
	Iteration 3Q: 3 clusters Score -921675.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -921862.750000 Penalty: 2679.679688
	Iteration 4Q: 3 clusters Score -921862.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -922034.562500 Penalty: 2679.679688
	Iteration 5Q: 3 clusters Score -922034.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -922171.687500 Penalty: 2679.679688
	Iteration 6Q: 3 clusters Score -922171.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -922284.250000 Penalty: 2679.679688
	Iteration 7Q: 3 clusters Score -922284.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -922374.125000 Penalty: 2679.679688
	Iteration 8Q: 3 clusters Score -922374.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -922455.500000 Penalty: 2679.679688
	Iteration 9Q: 3 clusters Score -922455.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -922533.812500 Penalty: 2679.679688
	Iteration 10Q: 3 clusters Score -922533.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -922601.937500 Penalty: 2679.679688
	Iteration 11Q: 3 clusters Score -922601.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -922652.375000 Penalty: 2679.679688
	Iteration 12Q: 3 clusters Score -922652.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -922684.625000 Penalty: 2679.679688
	Iteration 13Q: 3 clusters Score -922684.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -922714.750000 Penalty: 2679.679688
	Iteration 14Q: 3 clusters Score -922714.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -922746.500000 Penalty: 2679.679688
	Iteration 15Q: 3 clusters Score -922746.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -922778.250000 Penalty: 2679.679688
	Iteration 16Q: 3 clusters Score -922778.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -922808.875000 Penalty: 2679.679688
	Iteration 17Q: 3 clusters Score -922808.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -922834.687500 Penalty: 2679.679688
	Iteration 18Q: 3 clusters Score -922834.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -922866.125000 Penalty: 2679.679688
	Iteration 19Q: 3 clusters Score -922866.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -922892.562500 Penalty: 2679.679688
	Iteration 20F: 3 clusters Score -922892.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -922911.875000 Penalty: 2679.679688
	Iteration 21Q: 3 clusters Score -922911.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -922927.312500 Penalty: 2679.679688
	Iteration 22Q: 3 clusters Score -922927.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -922946.375000 Penalty: 2679.679688
	Iteration 23Q: 3 clusters Score -922946.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -922957.312500 Penalty: 2679.679688
	Iteration 24Q: 3 clusters Score -922957.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -922968.312500 Penalty: 2679.679688
	Iteration 25Q: 3 clusters Score -922968.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -922979.125000 Penalty: 2679.679688
	Iteration 26Q: 3 clusters Score -922979.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -922993.937500 Penalty: 2679.679688
	Iteration 27Q: 3 clusters Score -922993.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -923015.562500 Penalty: 2679.679688
	Iteration 28Q: 3 clusters Score -923015.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -923034.250000 Penalty: 2679.679688
	Iteration 29Q: 3 clusters Score -923034.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -923051.937500 Penalty: 2679.679688
	Iteration 30Q: 3 clusters Score -923051.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -923070.250000 Penalty: 2679.679688
	Iteration 31Q: 3 clusters Score -923070.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -923094.500000 Penalty: 2679.679688
	Iteration 32Q: 3 clusters Score -923094.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -923118.062500 Penalty: 2679.679688
	Iteration 33Q: 3 clusters Score -923118.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -923140.250000 Penalty: 2679.679688
	Iteration 34Q: 3 clusters Score -923140.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -923153.312500 Penalty: 2679.679688
	Iteration 35Q: 3 clusters Score -923153.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -923166.437500 Penalty: 2679.679688
	Iteration 36Q: 3 clusters Score -923166.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -923174.937500 Penalty: 2679.679688
	Iteration 37Q: 3 clusters Score -923174.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -923187.937500 Penalty: 2679.679688
	Iteration 38Q: 3 clusters Score -923187.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -923205.000000 Penalty: 2679.679688
	Iteration 39Q: 3 clusters Score -923205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -923220.437500 Penalty: 2679.679688
	Iteration 40F: 3 clusters Score -923220.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -923234.812500 Penalty: 2679.679688
	Iteration 41Q: 3 clusters Score -923234.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -923247.812500 Penalty: 2679.679688
	Iteration 42Q: 3 clusters Score -923247.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -923271.750000 Penalty: 2679.679688
	Iteration 43Q: 3 clusters Score -923271.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -923291.687500 Penalty: 2679.679688
	Iteration 44Q: 3 clusters Score -923291.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -923317.125000 Penalty: 2679.679688
	Iteration 45Q: 3 clusters Score -923317.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -923348.750000 Penalty: 2679.679688
	Iteration 46Q: 3 clusters Score -923348.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -923379.875000 Penalty: 2679.679688
	Iteration 47Q: 3 clusters Score -923379.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -923418.687500 Penalty: 2679.679688
	Iteration 48Q: 3 clusters Score -923418.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -923453.312500 Penalty: 2679.679688
	Iteration 49Q: 3 clusters Score -923453.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -923481.187500 Penalty: 2679.679688
	Iteration 50Q: 3 clusters Score -923481.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -923509.937500 Penalty: 2679.679688
	Iteration 51Q: 3 clusters Score -923509.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -923536.062500 Penalty: 2679.679688
	Iteration 52Q: 3 clusters Score -923536.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -923557.812500 Penalty: 2679.679688
	Iteration 53Q: 3 clusters Score -923557.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -923584.750000 Penalty: 2679.679688
	Iteration 54Q: 3 clusters Score -923584.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -923616.562500 Penalty: 2679.679688
	Iteration 55Q: 3 clusters Score -923616.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -923635.687500 Penalty: 2679.679688
	Iteration 56Q: 3 clusters Score -923635.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -923650.562500 Penalty: 2679.679688
	Iteration 57Q: 3 clusters Score -923650.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -923671.125000 Penalty: 2679.679688
	Iteration 58Q: 3 clusters Score -923671.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -923693.937500 Penalty: 2679.679688
	Iteration 59Q: 3 clusters Score -923693.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -923713.250000 Penalty: 2679.679688
	Iteration 60F: 3 clusters Score -923713.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -923725.000000 Penalty: 2679.679688
	Iteration 61Q: 3 clusters Score -923725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -923737.750000 Penalty: 2679.679688
	Iteration 62Q: 3 clusters Score -923737.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -923753.937500 Penalty: 2679.679688
	Iteration 63Q: 3 clusters Score -923753.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -923763.125000 Penalty: 2679.679688
	Iteration 64Q: 3 clusters Score -923763.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -923777.625000 Penalty: 2679.679688
	Iteration 65Q: 3 clusters Score -923777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -923790.375000 Penalty: 2679.679688
	Iteration 66Q: 3 clusters Score -923790.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -923798.812500 Penalty: 2679.679688
	Iteration 67Q: 3 clusters Score -923798.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -923807.375000 Penalty: 2679.679688
	Iteration 68Q: 3 clusters Score -923807.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -923810.562500 Penalty: 2679.679688
	Iteration 69Q: 3 clusters Score -923810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -923816.625000 Penalty: 2679.679688
	Iteration 70Q: 3 clusters Score -923816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -923824.312500 Penalty: 2679.679688
	Iteration 71Q: 3 clusters Score -923824.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -923832.125000 Penalty: 2679.679688
	Iteration 72Q: 3 clusters Score -923832.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -923842.312500 Penalty: 2679.679688
	Iteration 73Q: 3 clusters Score -923842.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -923851.937500 Penalty: 2679.679688
	Iteration 74Q: 3 clusters Score -923851.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -923861.312500 Penalty: 2679.679688
	Iteration 75Q: 3 clusters Score -923861.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -923869.687500 Penalty: 2679.679688
	Iteration 76Q: 3 clusters Score -923869.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -923884.000000 Penalty: 2679.679688
	Iteration 77Q: 3 clusters Score -923884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -923893.375000 Penalty: 2679.679688
	Iteration 78Q: 3 clusters Score -923893.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -923907.250000 Penalty: 2679.679688
	Iteration 79Q: 3 clusters Score -923907.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -923917.500000 Penalty: 2679.679688
	Iteration 80F: 3 clusters Score -923917.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -923933.750000 Penalty: 2679.679688
	Iteration 81Q: 3 clusters Score -923933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -923941.125000 Penalty: 2679.679688
	Iteration 82Q: 3 clusters Score -923941.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -923950.437500 Penalty: 2679.679688
	Iteration 83Q: 3 clusters Score -923950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -923957.625000 Penalty: 2679.679688
	Iteration 84Q: 3 clusters Score -923957.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -923962.437500 Penalty: 2679.679688
	Iteration 85Q: 3 clusters Score -923962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -923977.125000 Penalty: 2679.679688
	Iteration 86Q: 3 clusters Score -923977.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -923985.875000 Penalty: 2679.679688
	Iteration 87Q: 3 clusters Score -923985.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -923995.062500 Penalty: 2679.679688
	Iteration 88Q: 3 clusters Score -923995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -923999.187500 Penalty: 2679.679688
	Iteration 89Q: 3 clusters Score -923999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -924006.125000 Penalty: 2679.679688
	Iteration 90Q: 3 clusters Score -924006.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -924010.875000 Penalty: 2679.679688
	Iteration 91Q: 3 clusters Score -924010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -924016.125000 Penalty: 2679.679688
	Iteration 92Q: 3 clusters Score -924016.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -924018.500000 Penalty: 2679.679688
	Iteration 93Q: 3 clusters Score -924018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -924020.250000 Penalty: 2679.679688
	Iteration 94Q: 3 clusters Score -924020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -924022.437500 Penalty: 2679.679688
	Iteration 95Q: 3 clusters Score -924022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -924027.312500 Penalty: 2679.679688
	Iteration 96Q: 3 clusters Score -924027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -924034.875000 Penalty: 2679.679688
	Iteration 97Q: 3 clusters Score -924034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -924041.500000 Penalty: 2679.679688
	Iteration 98Q: 3 clusters Score -924041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -924049.625000 Penalty: 2679.679688
	Iteration 99Q: 3 clusters Score -924049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -924054.875000 Penalty: 2679.679688
	Iteration 100F: 3 clusters Score -924054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -924059.000000 Penalty: 2679.679688
	Iteration 101Q: 3 clusters Score -924059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -924062.875000 Penalty: 2679.679688
	Iteration 102Q: 3 clusters Score -924062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -924065.312500 Penalty: 2679.679688
	Iteration 103Q: 3 clusters Score -924065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -924065.312500 Penalty: 2679.679688
	Iteration 104F: 3 clusters Score -924065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Entering Unmasked Estep 
Score: -3051884.000000 Penalty: 1521.624268
	Iteration 0F: 2 clusters Score -3051884 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 13782 members 
Entering Unmasked Estep 
Score: -3033918.250000 Penalty: 3043.248535
	Iteration 0F: 3 clusters Score -3033918 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3040562.500000 Penalty: 3043.248535
	Iteration 1F: 3 clusters Score -3040562 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3041104.500000 Penalty: 3043.248535
	Iteration 2F: 3 clusters Score -3041104 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3041627.250000 Penalty: 3043.248535
	Iteration 3Q: 3 clusters Score -3041627 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3042160.750000 Penalty: 3043.248535
	Iteration 4Q: 3 clusters Score -3042161 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3042754.250000 Penalty: 3043.248535
	Iteration 5Q: 3 clusters Score -3042754 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3043489.000000 Penalty: 3043.248535
	Iteration 6F: 3 clusters Score -3043489 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3044423.000000 Penalty: 3043.248535
	Iteration 7F: 3 clusters Score -3044423 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3045470.750000 Penalty: 3043.248535
	Iteration 8F: 3 clusters Score -3045471 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3046551.250000 Penalty: 3043.248535
	Iteration 9F: 3 clusters Score -3046551 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3047603.000000 Penalty: 3043.248535
	Iteration 10F: 3 clusters Score -3047603 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3048411.250000 Penalty: 3043.248535
	Iteration 11Q: 3 clusters Score -3048411 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3049025.250000 Penalty: 3043.248535
	Iteration 12Q: 3 clusters Score -3049025 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3049470.750000 Penalty: 3043.248535
	Iteration 13Q: 3 clusters Score -3049471 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3049755.000000 Penalty: 3043.248535
	Iteration 14Q: 3 clusters Score -3049755 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3049985.750000 Penalty: 3043.248535
	Iteration 15Q: 3 clusters Score -3049986 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3050139.250000 Penalty: 3043.248535
	Iteration 16Q: 3 clusters Score -3050139 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3050282.500000 Penalty: 3043.248535
	Iteration 17Q: 3 clusters Score -3050282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3050429.750000 Penalty: 3043.248535
	Iteration 18Q: 3 clusters Score -3050430 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3050593.000000 Penalty: 3043.248535
	Iteration 19Q: 3 clusters Score -3050593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3050723.750000 Penalty: 3043.248535
	Iteration 20F: 3 clusters Score -3050724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3050845.750000 Penalty: 3043.248535
	Iteration 21Q: 3 clusters Score -3050846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3050942.250000 Penalty: 3043.248535
	Iteration 22Q: 3 clusters Score -3050942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3051017.500000 Penalty: 3043.248535
	Iteration 23Q: 3 clusters Score -3051018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3051064.500000 Penalty: 3043.248535
	Iteration 24Q: 3 clusters Score -3051064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3051106.500000 Penalty: 3043.248535
	Iteration 25Q: 3 clusters Score -3051106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3051129.000000 Penalty: 3043.248535
	Iteration 26Q: 3 clusters Score -3051129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3051154.250000 Penalty: 3043.248535
	Iteration 27Q: 3 clusters Score -3051154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3051172.250000 Penalty: 3043.248535
	Iteration 28Q: 3 clusters Score -3051172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3051174.750000 Penalty: 3043.248535
	Iteration 29Q: 3 clusters Score -3051175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3051190.750000 Penalty: 3043.248535
	Iteration 30Q: 3 clusters Score -3051191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3051190.500000 Penalty: 3043.248535
	Iteration 31Q: 3 clusters Score -3051190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3051205.750000 Penalty: 3043.248535
	Iteration 32Q: 3 clusters Score -3051206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3051213.750000 Penalty: 3043.248535
	Iteration 33Q: 3 clusters Score -3051214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3051219.500000 Penalty: 3043.248535
	Iteration 34Q: 3 clusters Score -3051220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3051224.000000 Penalty: 3043.248535
	Iteration 35Q: 3 clusters Score -3051224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3051225.750000 Penalty: 3043.248535
	Iteration 36Q: 3 clusters Score -3051226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3051223.000000 Penalty: 3043.248535
	Iteration 37Q: 3 clusters Score -3051223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3051227.750000 Penalty: 3043.248535
	Iteration 38Q: 3 clusters Score -3051228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3051237.250000 Penalty: 3043.248535
	Iteration 39Q: 3 clusters Score -3051237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3051232.000000 Penalty: 3043.248535
	Iteration 40F: 3 clusters Score -3051232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3051229.500000 Penalty: 3043.248535
	Iteration 41Q: 3 clusters Score -3051230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3051236.000000 Penalty: 3043.248535
	Iteration 42Q: 3 clusters Score -3051236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3051228.000000 Penalty: 3043.248535
	Iteration 43Q: 3 clusters Score -3051228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3051230.500000 Penalty: 3043.248535
	Iteration 44Q: 3 clusters Score -3051230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3051228.500000 Penalty: 3043.248535
	Iteration 45Q: 3 clusters Score -3051228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3051229.500000 Penalty: 3043.248535
	Iteration 46Q: 3 clusters Score -3051230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3051230.500000 Penalty: 3043.248535
	Iteration 47Q: 3 clusters Score -3051230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3051229.250000 Penalty: 3043.248535
	Iteration 48Q: 3 clusters Score -3051229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3051232.500000 Penalty: 3043.248535
	Iteration 49Q: 3 clusters Score -3051232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3051229.500000 Penalty: 3043.248535
	Iteration 50Q: 3 clusters Score -3051230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3051229.000000 Penalty: 3043.248535
	Iteration 51Q: 3 clusters Score -3051229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3051229.000000 Penalty: 3043.248535
	Iteration 52F: 3 clusters Score -3051229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -782611.125000 Penalty: 1329.936401
	Iteration 0F: 2 clusters Score -782611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -777382.875000 Penalty: 2659.872803
	Iteration 0F: 3 clusters Score -777382.9 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -779326.562500 Penalty: 2659.872803
	Iteration 1F: 3 clusters Score -779326.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -779965.937500 Penalty: 2659.872803
	Iteration 2F: 3 clusters Score -779965.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -780545.562500 Penalty: 2659.872803
	Iteration 3F: 3 clusters Score -780545.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -780980.312500 Penalty: 2659.872803
	Iteration 4F: 3 clusters Score -780980.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -781358.875000 Penalty: 2659.872803
	Iteration 5F: 3 clusters Score -781358.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -781683.750000 Penalty: 2659.872803
	Iteration 6F: 3 clusters Score -781683.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -781911.937500 Penalty: 2659.872803
	Iteration 7Q: 3 clusters Score -781911.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -782035.687500 Penalty: 2659.872803
	Iteration 8Q: 3 clusters Score -782035.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -782130.125000 Penalty: 2659.872803
	Iteration 9Q: 3 clusters Score -782130.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -782212.562500 Penalty: 2659.872803
	Iteration 10Q: 3 clusters Score -782212.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -782273.000000 Penalty: 2659.872803
	Iteration 11Q: 3 clusters Score -782273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -782319.875000 Penalty: 2659.872803
	Iteration 12Q: 3 clusters Score -782319.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -782353.625000 Penalty: 2659.872803
	Iteration 13Q: 3 clusters Score -782353.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -782376.875000 Penalty: 2659.872803
	Iteration 14Q: 3 clusters Score -782376.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -782396.937500 Penalty: 2659.872803
	Iteration 15Q: 3 clusters Score -782396.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -782410.375000 Penalty: 2659.872803
	Iteration 16Q: 3 clusters Score -782410.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -782421.000000 Penalty: 2659.872803
	Iteration 17Q: 3 clusters Score -782421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -782434.812500 Penalty: 2659.872803
	Iteration 18Q: 3 clusters Score -782434.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -782439.687500 Penalty: 2659.872803
	Iteration 19Q: 3 clusters Score -782439.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -782445.125000 Penalty: 2659.872803
	Iteration 20F: 3 clusters Score -782445.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -782451.562500 Penalty: 2659.872803
	Iteration 21Q: 3 clusters Score -782451.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -782454.062500 Penalty: 2659.872803
	Iteration 22Q: 3 clusters Score -782454.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -782457.875000 Penalty: 2659.872803
	Iteration 23Q: 3 clusters Score -782457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -782460.062500 Penalty: 2659.872803
	Iteration 24Q: 3 clusters Score -782460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -782461.562500 Penalty: 2659.872803
	Iteration 25Q: 3 clusters Score -782461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -782463.062500 Penalty: 2659.872803
	Iteration 26Q: 3 clusters Score -782463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -782463.937500 Penalty: 2659.872803
	Iteration 27Q: 3 clusters Score -782463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -782467.625000 Penalty: 2659.872803
	Iteration 28Q: 3 clusters Score -782467.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -782472.312500 Penalty: 2659.872803
	Iteration 29Q: 3 clusters Score -782472.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -782475.625000 Penalty: 2659.872803
	Iteration 30Q: 3 clusters Score -782475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -782481.062500 Penalty: 2659.872803
	Iteration 31Q: 3 clusters Score -782481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -782484.625000 Penalty: 2659.872803
	Iteration 32Q: 3 clusters Score -782484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -782486.250000 Penalty: 2659.872803
	Iteration 33Q: 3 clusters Score -782486.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -782487.875000 Penalty: 2659.872803
	Iteration 34Q: 3 clusters Score -782487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -782492.437500 Penalty: 2659.872803
	Iteration 35Q: 3 clusters Score -782492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -782496.562500 Penalty: 2659.872803
	Iteration 36Q: 3 clusters Score -782496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -782500.500000 Penalty: 2659.872803
	Iteration 37Q: 3 clusters Score -782500.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -782509.562500 Penalty: 2659.872803
	Iteration 38Q: 3 clusters Score -782509.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -782513.562500 Penalty: 2659.872803
	Iteration 39Q: 3 clusters Score -782513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -782515.187500 Penalty: 2659.872803
	Iteration 40F: 3 clusters Score -782515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -782517.625000 Penalty: 2659.872803
	Iteration 41Q: 3 clusters Score -782517.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -782523.687500 Penalty: 2659.872803
	Iteration 42Q: 3 clusters Score -782523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -782526.375000 Penalty: 2659.872803
	Iteration 43Q: 3 clusters Score -782526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -782529.312500 Penalty: 2659.872803
	Iteration 44Q: 3 clusters Score -782529.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -782534.375000 Penalty: 2659.872803
	Iteration 45Q: 3 clusters Score -782534.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -782539.437500 Penalty: 2659.872803
	Iteration 46Q: 3 clusters Score -782539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -782542.000000 Penalty: 2659.872803
	Iteration 47Q: 3 clusters Score -782542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -782545.812500 Penalty: 2659.872803
	Iteration 48Q: 3 clusters Score -782545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -782546.562500 Penalty: 2659.872803
	Iteration 49Q: 3 clusters Score -782546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -782550.062500 Penalty: 2659.872803
	Iteration 50Q: 3 clusters Score -782550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -782549.625000 Penalty: 2659.872803
	Iteration 51Q: 3 clusters Score -782549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -782550.625000 Penalty: 2659.872803
	Iteration 52Q: 3 clusters Score -782550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -782552.000000 Penalty: 2659.872803
	Iteration 53Q: 3 clusters Score -782552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -782552.125000 Penalty: 2659.872803
	Iteration 54Q: 3 clusters Score -782552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -782553.937500 Penalty: 2659.872803
	Iteration 55Q: 3 clusters Score -782553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -782554.625000 Penalty: 2659.872803
	Iteration 56Q: 3 clusters Score -782554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -782555.875000 Penalty: 2659.872803
	Iteration 57Q: 3 clusters Score -782555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -782556.687500 Penalty: 2659.872803
	Iteration 58Q: 3 clusters Score -782556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -782555.375000 Penalty: 2659.872803
	Iteration 59Q: 3 clusters Score -782555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -782555.375000 Penalty: 2659.872803
	Iteration 60F: 3 clusters Score -782555.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46814.027344 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46814.03 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47038.261719 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -47038.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47108.800781 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47154.261719 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47154.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47211.820312 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47211.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47256.902344 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47285.886719 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47285.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47303.027344 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47303.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47324.371094 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47324.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47346.699219 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47346.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47371.261719 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47371.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47391.898438 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47412.253906 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47412.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47440.992188 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47440.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47451.320312 Penalty: 1874.567383
	Iteration 14Q: 3 clusters Score -47451.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47465.878906 Penalty: 1874.567383
	Iteration 15Q: 3 clusters Score -47465.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47472.078125 Penalty: 1874.567383
	Iteration 16Q: 3 clusters Score -47472.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47479.296875 Penalty: 1874.567383
	Iteration 17Q: 3 clusters Score -47479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47480.878906 Penalty: 1874.567383
	Iteration 18Q: 3 clusters Score -47480.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47481.769531 Penalty: 1874.567383
	Iteration 19F: 3 clusters Score -47481.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47487.250000 Penalty: 1874.567383
	Iteration 20F: 3 clusters Score -47487.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47494.468750 Penalty: 1874.567383
	Iteration 21Q: 3 clusters Score -47494.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47500.402344 Penalty: 1874.567383
	Iteration 22Q: 3 clusters Score -47500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47504.898438 Penalty: 1874.567383
	Iteration 23Q: 3 clusters Score -47504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47510.144531 Penalty: 1874.567383
	Iteration 24Q: 3 clusters Score -47510.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47524.753906 Penalty: 1874.567383
	Iteration 25Q: 3 clusters Score -47524.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47534.316406 Penalty: 1874.567383
	Iteration 26Q: 3 clusters Score -47534.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47537.050781 Penalty: 1874.567383
	Iteration 27Q: 3 clusters Score -47537.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47537.050781 Penalty: 1874.567383
	Iteration 28F: 3 clusters Score -47537.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Entering Unmasked Estep 
Score: -912621.437500 Penalty: 1340.186890
	Iteration 0F: 2 clusters Score -912621.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -906990.500000 Penalty: 2680.373779
	Iteration 0F: 3 clusters Score -906990.5 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -908896.937500 Penalty: 2680.373779
	Iteration 1F: 3 clusters Score -908896.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -909264.750000 Penalty: 2680.373779
	Iteration 2F: 3 clusters Score -909264.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -909581.812500 Penalty: 2680.373779
	Iteration 3F: 3 clusters Score -909581.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -909902.062500 Penalty: 2680.373779
	Iteration 4F: 3 clusters Score -909902.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -910187.875000 Penalty: 2680.373779
	Iteration 5Q: 3 clusters Score -910187.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -910443.937500 Penalty: 2680.373779
	Iteration 6Q: 3 clusters Score -910443.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -910672.125000 Penalty: 2680.373779
	Iteration 7Q: 3 clusters Score -910672.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -910856.437500 Penalty: 2680.373779
	Iteration 8Q: 3 clusters Score -910856.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -911020.437500 Penalty: 2680.373779
	Iteration 9Q: 3 clusters Score -911020.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -911176.437500 Penalty: 2680.373779
	Iteration 10Q: 3 clusters Score -911176.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -911301.750000 Penalty: 2680.373779
	Iteration 11Q: 3 clusters Score -911301.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -911406.875000 Penalty: 2680.373779
	Iteration 12Q: 3 clusters Score -911406.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -911475.500000 Penalty: 2680.373779
	Iteration 13Q: 3 clusters Score -911475.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -911536.625000 Penalty: 2680.373779
	Iteration 14Q: 3 clusters Score -911536.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -911592.312500 Penalty: 2680.373779
	Iteration 15Q: 3 clusters Score -911592.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -911634.187500 Penalty: 2680.373779
	Iteration 16Q: 3 clusters Score -911634.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -911680.500000 Penalty: 2680.373779
	Iteration 17Q: 3 clusters Score -911680.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -911714.125000 Penalty: 2680.373779
	Iteration 18Q: 3 clusters Score -911714.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -911738.250000 Penalty: 2680.373779
	Iteration 19Q: 3 clusters Score -911738.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -911758.062500 Penalty: 2680.373779
	Iteration 20F: 3 clusters Score -911758.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -911771.250000 Penalty: 2680.373779
	Iteration 21Q: 3 clusters Score -911771.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -911784.500000 Penalty: 2680.373779
	Iteration 22Q: 3 clusters Score -911784.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -911795.875000 Penalty: 2680.373779
	Iteration 23Q: 3 clusters Score -911795.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -911814.625000 Penalty: 2680.373779
	Iteration 24Q: 3 clusters Score -911814.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -911825.250000 Penalty: 2680.373779
	Iteration 25Q: 3 clusters Score -911825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -911832.562500 Penalty: 2680.373779
	Iteration 26Q: 3 clusters Score -911832.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -911847.062500 Penalty: 2680.373779
	Iteration 27Q: 3 clusters Score -911847.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -911849.875000 Penalty: 2680.373779
	Iteration 28Q: 3 clusters Score -911849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -911857.125000 Penalty: 2680.373779
	Iteration 29Q: 3 clusters Score -911857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -911862.062500 Penalty: 2680.373779
	Iteration 30Q: 3 clusters Score -911862.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -911868.312500 Penalty: 2680.373779
	Iteration 31Q: 3 clusters Score -911868.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -911873.187500 Penalty: 2680.373779
	Iteration 32Q: 3 clusters Score -911873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -911877.500000 Penalty: 2680.373779
	Iteration 33Q: 3 clusters Score -911877.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -911886.187500 Penalty: 2680.373779
	Iteration 34Q: 3 clusters Score -911886.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -911890.312500 Penalty: 2680.373779
	Iteration 35Q: 3 clusters Score -911890.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -911895.625000 Penalty: 2680.373779
	Iteration 36Q: 3 clusters Score -911895.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -911907.437500 Penalty: 2680.373779
	Iteration 37Q: 3 clusters Score -911907.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -911921.500000 Penalty: 2680.373779
	Iteration 38Q: 3 clusters Score -911921.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -911931.125000 Penalty: 2680.373779
	Iteration 39Q: 3 clusters Score -911931.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -911934.562500 Penalty: 2680.373779
	Iteration 40F: 3 clusters Score -911934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -911942.250000 Penalty: 2680.373779
	Iteration 41Q: 3 clusters Score -911942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -911944.187500 Penalty: 2680.373779
	Iteration 42Q: 3 clusters Score -911944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -911945.937500 Penalty: 2680.373779
	Iteration 43Q: 3 clusters Score -911945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -911947.687500 Penalty: 2680.373779
	Iteration 44Q: 3 clusters Score -911947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -911948.687500 Penalty: 2680.373779
	Iteration 45Q: 3 clusters Score -911948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -911948.687500 Penalty: 2680.373779
	Iteration 46Q: 3 clusters Score -911948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -911948.687500 Penalty: 2680.373779
	Iteration 47F: 3 clusters Score -911948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -1890641.000000 Penalty: 1445.185303
	Iteration 0F: 2 clusters Score -1890641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1879717.875000 Penalty: 2890.370605
	Iteration 0F: 3 clusters Score -1879718 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1883551.000000 Penalty: 2890.370605
	Iteration 1F: 3 clusters Score -1883551 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1883941.875000 Penalty: 2890.370605
	Iteration 2F: 3 clusters Score -1883942 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1884267.750000 Penalty: 2890.370605
	Iteration 3Q: 3 clusters Score -1884268 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1884555.250000 Penalty: 2890.370605
	Iteration 4Q: 3 clusters Score -1884555 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1884790.250000 Penalty: 2890.370605
	Iteration 5Q: 3 clusters Score -1884790 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1885006.625000 Penalty: 2890.370605
	Iteration 6Q: 3 clusters Score -1885007 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1885201.250000 Penalty: 2890.370605
	Iteration 7Q: 3 clusters Score -1885201 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1885413.625000 Penalty: 2890.370605
	Iteration 8Q: 3 clusters Score -1885414 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1885627.500000 Penalty: 2890.370605
	Iteration 9Q: 3 clusters Score -1885628 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1885836.125000 Penalty: 2890.370605
	Iteration 10Q: 3 clusters Score -1885836 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1886056.375000 Penalty: 2890.370605
	Iteration 11Q: 3 clusters Score -1886056 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1886335.125000 Penalty: 2890.370605
	Iteration 12Q: 3 clusters Score -1886335 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1886629.625000 Penalty: 2890.370605
	Iteration 13Q: 3 clusters Score -1886630 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1886965.750000 Penalty: 2890.370605
	Iteration 14Q: 3 clusters Score -1886966 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1887250.625000 Penalty: 2890.370605
	Iteration 15Q: 3 clusters Score -1887251 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1887485.000000 Penalty: 2890.370605
	Iteration 16Q: 3 clusters Score -1887485 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1887716.250000 Penalty: 2890.370605
	Iteration 17Q: 3 clusters Score -1887716 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1887930.625000 Penalty: 2890.370605
	Iteration 18Q: 3 clusters Score -1887931 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1888134.000000 Penalty: 2890.370605
	Iteration 19Q: 3 clusters Score -1888134 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1888315.375000 Penalty: 2890.370605
	Iteration 20F: 3 clusters Score -1888315 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1888490.500000 Penalty: 2890.370605
	Iteration 21Q: 3 clusters Score -1888490 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1888636.000000 Penalty: 2890.370605
	Iteration 22Q: 3 clusters Score -1888636 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1888773.875000 Penalty: 2890.370605
	Iteration 23Q: 3 clusters Score -1888774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1888887.000000 Penalty: 2890.370605
	Iteration 24Q: 3 clusters Score -1888887 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1888979.750000 Penalty: 2890.370605
	Iteration 25Q: 3 clusters Score -1888980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1889069.625000 Penalty: 2890.370605
	Iteration 26Q: 3 clusters Score -1889070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1889152.500000 Penalty: 2890.370605
	Iteration 27Q: 3 clusters Score -1889152 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1889226.375000 Penalty: 2890.370605
	Iteration 28Q: 3 clusters Score -1889226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1889282.375000 Penalty: 2890.370605
	Iteration 29Q: 3 clusters Score -1889282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1889333.000000 Penalty: 2890.370605
	Iteration 30Q: 3 clusters Score -1889333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1889363.625000 Penalty: 2890.370605
	Iteration 31Q: 3 clusters Score -1889364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1889387.750000 Penalty: 2890.370605
	Iteration 32Q: 3 clusters Score -1889388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1889409.000000 Penalty: 2890.370605
	Iteration 33Q: 3 clusters Score -1889409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1889426.625000 Penalty: 2890.370605
	Iteration 34Q: 3 clusters Score -1889427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1889444.125000 Penalty: 2890.370605
	Iteration 35Q: 3 clusters Score -1889444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1889456.000000 Penalty: 2890.370605
	Iteration 36Q: 3 clusters Score -1889456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1889468.250000 Penalty: 2890.370605
	Iteration 37Q: 3 clusters Score -1889468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1889480.125000 Penalty: 2890.370605
	Iteration 38Q: 3 clusters Score -1889480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1889494.125000 Penalty: 2890.370605
	Iteration 39Q: 3 clusters Score -1889494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1889501.625000 Penalty: 2890.370605
	Iteration 40F: 3 clusters Score -1889502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1889507.625000 Penalty: 2890.370605
	Iteration 41Q: 3 clusters Score -1889508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1889522.000000 Penalty: 2890.370605
	Iteration 42Q: 3 clusters Score -1889522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1889535.750000 Penalty: 2890.370605
	Iteration 43Q: 3 clusters Score -1889536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1889543.125000 Penalty: 2890.370605
	Iteration 44Q: 3 clusters Score -1889543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1889552.125000 Penalty: 2890.370605
	Iteration 45Q: 3 clusters Score -1889552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1889560.000000 Penalty: 2890.370605
	Iteration 46Q: 3 clusters Score -1889560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1889568.750000 Penalty: 2890.370605
	Iteration 47Q: 3 clusters Score -1889569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1889571.625000 Penalty: 2890.370605
	Iteration 48Q: 3 clusters Score -1889572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1889574.875000 Penalty: 2890.370605
	Iteration 49Q: 3 clusters Score -1889575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1889577.125000 Penalty: 2890.370605
	Iteration 50Q: 3 clusters Score -1889577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1889577.750000 Penalty: 2890.370605
	Iteration 51Q: 3 clusters Score -1889578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1889586.625000 Penalty: 2890.370605
	Iteration 52Q: 3 clusters Score -1889587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1889586.500000 Penalty: 2890.370605
	Iteration 53Q: 3 clusters Score -1889586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1889586.000000 Penalty: 2890.370605
	Iteration 54Q: 3 clusters Score -1889586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1889586.625000 Penalty: 2890.370605
	Iteration 55Q: 3 clusters Score -1889587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1889590.125000 Penalty: 2890.370605
	Iteration 56Q: 3 clusters Score -1889590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1889591.125000 Penalty: 2890.370605
	Iteration 57Q: 3 clusters Score -1889591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1889592.625000 Penalty: 2890.370605
	Iteration 58Q: 3 clusters Score -1889593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1889594.125000 Penalty: 2890.370605
	Iteration 59Q: 3 clusters Score -1889594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1889595.500000 Penalty: 2890.370605
	Iteration 60F: 3 clusters Score -1889596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1889597.125000 Penalty: 2890.370605
	Iteration 61Q: 3 clusters Score -1889597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1889601.375000 Penalty: 2890.370605
	Iteration 62Q: 3 clusters Score -1889601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1889604.375000 Penalty: 2890.370605
	Iteration 63Q: 3 clusters Score -1889604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1889604.250000 Penalty: 2890.370605
	Iteration 64Q: 3 clusters Score -1889604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1889607.125000 Penalty: 2890.370605
	Iteration 65Q: 3 clusters Score -1889607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1889612.000000 Penalty: 2890.370605
	Iteration 66Q: 3 clusters Score -1889612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1889613.125000 Penalty: 2890.370605
	Iteration 67Q: 3 clusters Score -1889613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1889615.250000 Penalty: 2890.370605
	Iteration 68Q: 3 clusters Score -1889615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1889613.250000 Penalty: 2890.370605
	Iteration 69Q: 3 clusters Score -1889613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1889613.250000 Penalty: 2890.370605
	Iteration 70F: 3 clusters Score -1889613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Entering Unmasked Estep 
Score: -1515419.000000 Penalty: 1416.044434
	Iteration 0F: 2 clusters Score -1515419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1506385.750000 Penalty: 2832.088867
	Iteration 0F: 3 clusters Score -1506386 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1509573.375000 Penalty: 2832.088867
	Iteration 1F: 3 clusters Score -1509573 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1509929.750000 Penalty: 2832.088867
	Iteration 2F: 3 clusters Score -1509930 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1510253.125000 Penalty: 2832.088867
	Iteration 3Q: 3 clusters Score -1510253 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1510582.375000 Penalty: 2832.088867
	Iteration 4Q: 3 clusters Score -1510582 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1510938.875000 Penalty: 2832.088867
	Iteration 5Q: 3 clusters Score -1510939 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1511273.250000 Penalty: 2832.088867
	Iteration 6Q: 3 clusters Score -1511273 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1511621.500000 Penalty: 2832.088867
	Iteration 7Q: 3 clusters Score -1511622 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1512000.875000 Penalty: 2832.088867
	Iteration 8Q: 3 clusters Score -1512001 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1512311.875000 Penalty: 2832.088867
	Iteration 9Q: 3 clusters Score -1512312 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1512571.000000 Penalty: 2832.088867
	Iteration 10Q: 3 clusters Score -1512571 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1512798.750000 Penalty: 2832.088867
	Iteration 11Q: 3 clusters Score -1512799 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1513011.625000 Penalty: 2832.088867
	Iteration 12Q: 3 clusters Score -1513012 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1513236.000000 Penalty: 2832.088867
	Iteration 13Q: 3 clusters Score -1513236 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1513446.625000 Penalty: 2832.088867
	Iteration 14Q: 3 clusters Score -1513447 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1513632.375000 Penalty: 2832.088867
	Iteration 15Q: 3 clusters Score -1513632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1513786.125000 Penalty: 2832.088867
	Iteration 16Q: 3 clusters Score -1513786 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1513919.375000 Penalty: 2832.088867
	Iteration 17Q: 3 clusters Score -1513919 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1514015.750000 Penalty: 2832.088867
	Iteration 18Q: 3 clusters Score -1514016 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1514096.500000 Penalty: 2832.088867
	Iteration 19Q: 3 clusters Score -1514096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1514156.000000 Penalty: 2832.088867
	Iteration 20F: 3 clusters Score -1514156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1514194.125000 Penalty: 2832.088867
	Iteration 21Q: 3 clusters Score -1514194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1514226.250000 Penalty: 2832.088867
	Iteration 22Q: 3 clusters Score -1514226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1514255.500000 Penalty: 2832.088867
	Iteration 23Q: 3 clusters Score -1514256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1514286.750000 Penalty: 2832.088867
	Iteration 24Q: 3 clusters Score -1514287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1514317.375000 Penalty: 2832.088867
	Iteration 25Q: 3 clusters Score -1514317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1514346.500000 Penalty: 2832.088867
	Iteration 26Q: 3 clusters Score -1514346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1514369.000000 Penalty: 2832.088867
	Iteration 27Q: 3 clusters Score -1514369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1514388.125000 Penalty: 2832.088867
	Iteration 28Q: 3 clusters Score -1514388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1514407.000000 Penalty: 2832.088867
	Iteration 29Q: 3 clusters Score -1514407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1514417.750000 Penalty: 2832.088867
	Iteration 30Q: 3 clusters Score -1514418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1514426.000000 Penalty: 2832.088867
	Iteration 31Q: 3 clusters Score -1514426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1514446.625000 Penalty: 2832.088867
	Iteration 32Q: 3 clusters Score -1514447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1514462.125000 Penalty: 2832.088867
	Iteration 33Q: 3 clusters Score -1514462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1514485.875000 Penalty: 2832.088867
	Iteration 34Q: 3 clusters Score -1514486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1514497.875000 Penalty: 2832.088867
	Iteration 35Q: 3 clusters Score -1514498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1514507.625000 Penalty: 2832.088867
	Iteration 36Q: 3 clusters Score -1514508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1514518.500000 Penalty: 2832.088867
	Iteration 37Q: 3 clusters Score -1514518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1514522.125000 Penalty: 2832.088867
	Iteration 38Q: 3 clusters Score -1514522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1514531.625000 Penalty: 2832.088867
	Iteration 39Q: 3 clusters Score -1514532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1514536.250000 Penalty: 2832.088867
	Iteration 40F: 3 clusters Score -1514536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1514537.250000 Penalty: 2832.088867
	Iteration 41Q: 3 clusters Score -1514537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1514542.000000 Penalty: 2832.088867
	Iteration 42Q: 3 clusters Score -1514542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1514540.125000 Penalty: 2832.088867
	Iteration 43Q: 3 clusters Score -1514540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1514541.250000 Penalty: 2832.088867
	Iteration 44Q: 3 clusters Score -1514541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1514544.375000 Penalty: 2832.088867
	Iteration 45Q: 3 clusters Score -1514544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1514543.375000 Penalty: 2832.088867
	Iteration 46Q: 3 clusters Score -1514543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1514543.125000 Penalty: 2832.088867
	Iteration 47Q: 3 clusters Score -1514543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1514545.875000 Penalty: 2832.088867
	Iteration 48Q: 3 clusters Score -1514546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1514546.750000 Penalty: 2832.088867
	Iteration 49Q: 3 clusters Score -1514547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1514546.125000 Penalty: 2832.088867
	Iteration 50Q: 3 clusters Score -1514546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1514546.125000 Penalty: 2832.088867
	Iteration 51F: 3 clusters Score -1514546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Entering Unmasked Estep 
Score: -2469396.000000 Penalty: 1481.175049
	Iteration 0F: 2 clusters Score -2469396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2455619.750000 Penalty: 2962.350098
	Iteration 0F: 3 clusters Score -2455620 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2460474.750000 Penalty: 2962.350098
	Iteration 1F: 3 clusters Score -2460475 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2460845.500000 Penalty: 2962.350098
	Iteration 2F: 3 clusters Score -2460846 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2461105.750000 Penalty: 2962.350098
	Iteration 3Q: 3 clusters Score -2461106 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2461322.750000 Penalty: 2962.350098
	Iteration 4Q: 3 clusters Score -2461323 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2461486.750000 Penalty: 2962.350098
	Iteration 5Q: 3 clusters Score -2461487 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2461616.000000 Penalty: 2962.350098
	Iteration 6Q: 3 clusters Score -2461616 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2461704.500000 Penalty: 2962.350098
	Iteration 7Q: 3 clusters Score -2461704 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2461797.000000 Penalty: 2962.350098
	Iteration 8Q: 3 clusters Score -2461797 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2461882.500000 Penalty: 2962.350098
	Iteration 9Q: 3 clusters Score -2461882 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2461970.750000 Penalty: 2962.350098
	Iteration 10Q: 3 clusters Score -2461971 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2462050.250000 Penalty: 2962.350098
	Iteration 11Q: 3 clusters Score -2462050 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2462125.250000 Penalty: 2962.350098
	Iteration 12Q: 3 clusters Score -2462125 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2462203.500000 Penalty: 2962.350098
	Iteration 13Q: 3 clusters Score -2462204 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2462283.500000 Penalty: 2962.350098
	Iteration 14Q: 3 clusters Score -2462284 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2462373.500000 Penalty: 2962.350098
	Iteration 15Q: 3 clusters Score -2462374 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2462490.750000 Penalty: 2962.350098
	Iteration 16Q: 3 clusters Score -2462491 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2462609.500000 Penalty: 2962.350098
	Iteration 17Q: 3 clusters Score -2462610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2462723.750000 Penalty: 2962.350098
	Iteration 18Q: 3 clusters Score -2462724 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2462866.000000 Penalty: 2962.350098
	Iteration 19Q: 3 clusters Score -2462866 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2463007.750000 Penalty: 2962.350098
	Iteration 20F: 3 clusters Score -2463008 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2463158.000000 Penalty: 2962.350098
	Iteration 21Q: 3 clusters Score -2463158 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2463315.500000 Penalty: 2962.350098
	Iteration 22Q: 3 clusters Score -2463316 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2463496.000000 Penalty: 2962.350098
	Iteration 23Q: 3 clusters Score -2463496 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2463679.750000 Penalty: 2962.350098
	Iteration 24Q: 3 clusters Score -2463680 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2463893.500000 Penalty: 2962.350098
	Iteration 25Q: 3 clusters Score -2463894 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2464155.500000 Penalty: 2962.350098
	Iteration 26Q: 3 clusters Score -2464156 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2464427.500000 Penalty: 2962.350098
	Iteration 27Q: 3 clusters Score -2464428 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2464748.750000 Penalty: 2962.350098
	Iteration 28Q: 3 clusters Score -2464749 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2465105.000000 Penalty: 2962.350098
	Iteration 29Q: 3 clusters Score -2465105 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2465512.000000 Penalty: 2962.350098
	Iteration 30Q: 3 clusters Score -2465512 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2465948.500000 Penalty: 2962.350098
	Iteration 31Q: 3 clusters Score -2465948 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2466380.750000 Penalty: 2962.350098
	Iteration 32Q: 3 clusters Score -2466381 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2466781.000000 Penalty: 2962.350098
	Iteration 33Q: 3 clusters Score -2466781 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2467119.250000 Penalty: 2962.350098
	Iteration 34Q: 3 clusters Score -2467119 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2467392.000000 Penalty: 2962.350098
	Iteration 35Q: 3 clusters Score -2467392 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2467622.000000 Penalty: 2962.350098
	Iteration 36Q: 3 clusters Score -2467622 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2467795.250000 Penalty: 2962.350098
	Iteration 37Q: 3 clusters Score -2467795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2467918.750000 Penalty: 2962.350098
	Iteration 38Q: 3 clusters Score -2467919 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2468014.500000 Penalty: 2962.350098
	Iteration 39Q: 3 clusters Score -2468014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2468072.750000 Penalty: 2962.350098
	Iteration 40F: 3 clusters Score -2468073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2468131.500000 Penalty: 2962.350098
	Iteration 41Q: 3 clusters Score -2468132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2468175.250000 Penalty: 2962.350098
	Iteration 42Q: 3 clusters Score -2468175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2468213.000000 Penalty: 2962.350098
	Iteration 43Q: 3 clusters Score -2468213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2468238.000000 Penalty: 2962.350098
	Iteration 44Q: 3 clusters Score -2468238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2468255.500000 Penalty: 2962.350098
	Iteration 45Q: 3 clusters Score -2468256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2468264.500000 Penalty: 2962.350098
	Iteration 46Q: 3 clusters Score -2468264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2468271.250000 Penalty: 2962.350098
	Iteration 47Q: 3 clusters Score -2468271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2468283.250000 Penalty: 2962.350098
	Iteration 48Q: 3 clusters Score -2468283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2468291.750000 Penalty: 2962.350098
	Iteration 49Q: 3 clusters Score -2468292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2468302.250000 Penalty: 2962.350098
	Iteration 50Q: 3 clusters Score -2468302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2468311.500000 Penalty: 2962.350098
	Iteration 51Q: 3 clusters Score -2468312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2468317.000000 Penalty: 2962.350098
	Iteration 52Q: 3 clusters Score -2468317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2468324.500000 Penalty: 2962.350098
	Iteration 53Q: 3 clusters Score -2468324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2468329.500000 Penalty: 2962.350098
	Iteration 54Q: 3 clusters Score -2468330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2468331.500000 Penalty: 2962.350098
	Iteration 55Q: 3 clusters Score -2468332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2468332.500000 Penalty: 2962.350098
	Iteration 56Q: 3 clusters Score -2468332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2468335.500000 Penalty: 2962.350098
	Iteration 57Q: 3 clusters Score -2468336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2468340.500000 Penalty: 2962.350098
	Iteration 58Q: 3 clusters Score -2468340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2468343.000000 Penalty: 2962.350098
	Iteration 59Q: 3 clusters Score -2468343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2468352.750000 Penalty: 2962.350098
	Iteration 60F: 3 clusters Score -2468353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2468359.750000 Penalty: 2962.350098
	Iteration 61Q: 3 clusters Score -2468360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2468361.250000 Penalty: 2962.350098
	Iteration 62Q: 3 clusters Score -2468361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2468365.000000 Penalty: 2962.350098
	Iteration 63Q: 3 clusters Score -2468365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2468364.500000 Penalty: 2962.350098
	Iteration 64Q: 3 clusters Score -2468364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2468366.750000 Penalty: 2962.350098
	Iteration 65Q: 3 clusters Score -2468367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2468365.500000 Penalty: 2962.350098
	Iteration 66Q: 3 clusters Score -2468366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2468367.750000 Penalty: 2962.350098
	Iteration 67Q: 3 clusters Score -2468368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2468372.750000 Penalty: 2962.350098
	Iteration 68Q: 3 clusters Score -2468373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2468370.500000 Penalty: 2962.350098
	Iteration 69Q: 3 clusters Score -2468370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2468370.000000 Penalty: 2962.350098
	Iteration 70Q: 3 clusters Score -2468370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2468373.250000 Penalty: 2962.350098
	Iteration 71Q: 3 clusters Score -2468373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2468377.250000 Penalty: 2962.350098
	Iteration 72Q: 3 clusters Score -2468377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2468373.000000 Penalty: 2962.350098
	Iteration 73Q: 3 clusters Score -2468373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2468376.750000 Penalty: 2962.350098
	Iteration 74Q: 3 clusters Score -2468377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2468379.750000 Penalty: 2962.350098
	Iteration 75Q: 3 clusters Score -2468380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2468381.000000 Penalty: 2962.350098
	Iteration 76Q: 3 clusters Score -2468381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2468381.750000 Penalty: 2962.350098
	Iteration 77Q: 3 clusters Score -2468382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2468379.000000 Penalty: 2962.350098
	Iteration 78Q: 3 clusters Score -2468379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2468379.000000 Penalty: 2962.350098
	Iteration 79F: 3 clusters Score -2468379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -932904.125000 Penalty: 1335.611450
	Iteration 0F: 2 clusters Score -932904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -927416.375000 Penalty: 2671.222900
	Iteration 0F: 3 clusters Score -927416.4 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -929190.187500 Penalty: 2671.222900
	Iteration 1F: 3 clusters Score -929190.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -929419.187500 Penalty: 2671.222900
	Iteration 2F: 3 clusters Score -929419.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -929584.125000 Penalty: 2671.222900
	Iteration 3Q: 3 clusters Score -929584.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -929709.937500 Penalty: 2671.222900
	Iteration 4Q: 3 clusters Score -929709.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -929798.062500 Penalty: 2671.222900
	Iteration 5Q: 3 clusters Score -929798.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -929883.312500 Penalty: 2671.222900
	Iteration 6Q: 3 clusters Score -929883.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -929958.562500 Penalty: 2671.222900
	Iteration 7Q: 3 clusters Score -929958.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -930037.687500 Penalty: 2671.222900
	Iteration 8Q: 3 clusters Score -930037.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -930120.062500 Penalty: 2671.222900
	Iteration 9Q: 3 clusters Score -930120.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -930210.187500 Penalty: 2671.222900
	Iteration 10Q: 3 clusters Score -930210.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -930298.187500 Penalty: 2671.222900
	Iteration 11Q: 3 clusters Score -930298.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -930382.687500 Penalty: 2671.222900
	Iteration 12Q: 3 clusters Score -930382.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -930485.937500 Penalty: 2671.222900
	Iteration 13Q: 3 clusters Score -930485.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -930590.312500 Penalty: 2671.222900
	Iteration 14Q: 3 clusters Score -930590.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -930678.250000 Penalty: 2671.222900
	Iteration 15Q: 3 clusters Score -930678.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -930762.437500 Penalty: 2671.222900
	Iteration 16Q: 3 clusters Score -930762.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -930857.000000 Penalty: 2671.222900
	Iteration 17Q: 3 clusters Score -930857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -930951.500000 Penalty: 2671.222900
	Iteration 18Q: 3 clusters Score -930951.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -931059.062500 Penalty: 2671.222900
	Iteration 19Q: 3 clusters Score -931059.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -931170.375000 Penalty: 2671.222900
	Iteration 20F: 3 clusters Score -931170.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -931257.750000 Penalty: 2671.222900
	Iteration 21Q: 3 clusters Score -931257.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -931345.250000 Penalty: 2671.222900
	Iteration 22Q: 3 clusters Score -931345.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -931423.375000 Penalty: 2671.222900
	Iteration 23Q: 3 clusters Score -931423.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -931476.187500 Penalty: 2671.222900
	Iteration 24Q: 3 clusters Score -931476.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -931511.062500 Penalty: 2671.222900
	Iteration 25Q: 3 clusters Score -931511.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -931542.250000 Penalty: 2671.222900
	Iteration 26Q: 3 clusters Score -931542.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -931567.250000 Penalty: 2671.222900
	Iteration 27Q: 3 clusters Score -931567.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -931590.437500 Penalty: 2671.222900
	Iteration 28Q: 3 clusters Score -931590.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -931605.312500 Penalty: 2671.222900
	Iteration 29Q: 3 clusters Score -931605.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -931614.375000 Penalty: 2671.222900
	Iteration 30Q: 3 clusters Score -931614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -931622.937500 Penalty: 2671.222900
	Iteration 31Q: 3 clusters Score -931622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -931625.687500 Penalty: 2671.222900
	Iteration 32Q: 3 clusters Score -931625.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -931628.687500 Penalty: 2671.222900
	Iteration 33Q: 3 clusters Score -931628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -931635.187500 Penalty: 2671.222900
	Iteration 34Q: 3 clusters Score -931635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -931644.625000 Penalty: 2671.222900
	Iteration 35Q: 3 clusters Score -931644.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -931654.625000 Penalty: 2671.222900
	Iteration 36Q: 3 clusters Score -931654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -931660.812500 Penalty: 2671.222900
	Iteration 37Q: 3 clusters Score -931660.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -931673.937500 Penalty: 2671.222900
	Iteration 38Q: 3 clusters Score -931673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -931686.187500 Penalty: 2671.222900
	Iteration 39Q: 3 clusters Score -931686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -931694.187500 Penalty: 2671.222900
	Iteration 40F: 3 clusters Score -931694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -931705.687500 Penalty: 2671.222900
	Iteration 41Q: 3 clusters Score -931705.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -931716.500000 Penalty: 2671.222900
	Iteration 42Q: 3 clusters Score -931716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -931725.687500 Penalty: 2671.222900
	Iteration 43Q: 3 clusters Score -931725.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -931732.000000 Penalty: 2671.222900
	Iteration 44Q: 3 clusters Score -931732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -931735.750000 Penalty: 2671.222900
	Iteration 45Q: 3 clusters Score -931735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -931742.000000 Penalty: 2671.222900
	Iteration 46Q: 3 clusters Score -931742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -931742.312500 Penalty: 2671.222900
	Iteration 47Q: 3 clusters Score -931742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -931743.375000 Penalty: 2671.222900
	Iteration 48Q: 3 clusters Score -931743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -931743.625000 Penalty: 2671.222900
	Iteration 49Q: 3 clusters Score -931743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -931744.250000 Penalty: 2671.222900
	Iteration 50Q: 3 clusters Score -931744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -931746.187500 Penalty: 2671.222900
	Iteration 51Q: 3 clusters Score -931746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -931746.187500 Penalty: 2671.222900
	Iteration 52Q: 3 clusters Score -931746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -931746.312500 Penalty: 2671.222900
	Iteration 53Q: 3 clusters Score -931746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -931749.062500 Penalty: 2671.222900
	Iteration 54Q: 3 clusters Score -931749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -931750.125000 Penalty: 2671.222900
	Iteration 55Q: 3 clusters Score -931750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -931751.625000 Penalty: 2671.222900
	Iteration 56Q: 3 clusters Score -931751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -931751.625000 Penalty: 2671.222900
	Iteration 57F: 3 clusters Score -931751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Entering Unmasked Estep 
Score: -5871530.000000 Penalty: 1617.010376
	Iteration 0F: 2 clusters Score -5871530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -5837237.500000 Penalty: 3234.020752
	Iteration 0F: 3 clusters Score -5837238 nChanged 24338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5850805.000000 Penalty: 3234.020752
	Iteration 1F: 3 clusters Score -5850805 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -5851366.000000 Penalty: 3234.020752
	Iteration 2Q: 3 clusters Score -5851366 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -5851889.500000 Penalty: 3234.020752
	Iteration 3Q: 3 clusters Score -5851890 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5852479.000000 Penalty: 3234.020752
	Iteration 4Q: 3 clusters Score -5852479 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5853231.000000 Penalty: 3234.020752
	Iteration 5Q: 3 clusters Score -5853231 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -5854254.500000 Penalty: 3234.020752
	Iteration 6Q: 3 clusters Score -5854254 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -5855606.000000 Penalty: 3234.020752
	Iteration 7Q: 3 clusters Score -5855606 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -5857489.000000 Penalty: 3234.020752
	Iteration 8F: 3 clusters Score -5857489 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5859600.000000 Penalty: 3234.020752
	Iteration 9F: 3 clusters Score -5859600 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -5861723.000000 Penalty: 3234.020752
	Iteration 10F: 3 clusters Score -5861723 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5863763.500000 Penalty: 3234.020752
	Iteration 11F: 3 clusters Score -5863764 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -5865418.000000 Penalty: 3234.020752
	Iteration 12Q: 3 clusters Score -5865418 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5866719.500000 Penalty: 3234.020752
	Iteration 13Q: 3 clusters Score -5866720 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -5867761.500000 Penalty: 3234.020752
	Iteration 14Q: 3 clusters Score -5867762 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5868672.500000 Penalty: 3234.020752
	Iteration 15Q: 3 clusters Score -5868672 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -5869435.500000 Penalty: 3234.020752
	Iteration 16Q: 3 clusters Score -5869436 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -5870041.500000 Penalty: 3234.020752
	Iteration 17Q: 3 clusters Score -5870042 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5870501.500000 Penalty: 3234.020752
	Iteration 18Q: 3 clusters Score -5870502 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -5870884.000000 Penalty: 3234.020752
	Iteration 19Q: 3 clusters Score -5870884 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -5871136.000000 Penalty: 3234.020752
	Iteration 20F: 3 clusters Score -5871136 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -5871366.000000 Penalty: 3234.020752
	Iteration 21Q: 3 clusters Score -5871366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -5871468.000000 Penalty: 3234.020752
	Iteration 22Q: 3 clusters Score -5871468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -5871544.000000 Penalty: 3234.020752
	Iteration 23Q: 3 clusters Score -5871544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -5871591.500000 Penalty: 3234.020752
	Iteration 24Q: 3 clusters Score -5871592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -5871659.000000 Penalty: 3234.020752
	Iteration 25Q: 3 clusters Score -5871659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -5871686.000000 Penalty: 3234.020752
	Iteration 26Q: 3 clusters Score -5871686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -5871703.000000 Penalty: 3234.020752
	Iteration 27Q: 3 clusters Score -5871703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -5871710.000000 Penalty: 3234.020752
	Iteration 28Q: 3 clusters Score -5871710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -5871728.500000 Penalty: 3234.020752
	Iteration 29Q: 3 clusters Score -5871728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -5871749.000000 Penalty: 3234.020752
	Iteration 30Q: 3 clusters Score -5871749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -5871760.500000 Penalty: 3234.020752
	Iteration 31Q: 3 clusters Score -5871760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -5871779.000000 Penalty: 3234.020752
	Iteration 32Q: 3 clusters Score -5871779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -5871786.000000 Penalty: 3234.020752
	Iteration 33Q: 3 clusters Score -5871786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -5871791.000000 Penalty: 3234.020752
	Iteration 34Q: 3 clusters Score -5871791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -5871798.500000 Penalty: 3234.020752
	Iteration 35Q: 3 clusters Score -5871798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -5871805.500000 Penalty: 3234.020752
	Iteration 36Q: 3 clusters Score -5871806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -5871812.500000 Penalty: 3234.020752
	Iteration 37Q: 3 clusters Score -5871812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -5871811.500000 Penalty: 3234.020752
	Iteration 38Q: 3 clusters Score -5871812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -5871812.000000 Penalty: 3234.020752
	Iteration 39Q: 3 clusters Score -5871812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -5871815.500000 Penalty: 3234.020752
	Iteration 40F: 3 clusters Score -5871816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -5871817.500000 Penalty: 3234.020752
	Iteration 41Q: 3 clusters Score -5871818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -5871819.000000 Penalty: 3234.020752
	Iteration 42Q: 3 clusters Score -5871819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5871823.500000 Penalty: 3234.020752
	Iteration 43Q: 3 clusters Score -5871824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -5871825.500000 Penalty: 3234.020752
	Iteration 44Q: 3 clusters Score -5871826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -5871826.500000 Penalty: 3234.020752
	Iteration 45Q: 3 clusters Score -5871826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -5871832.000000 Penalty: 3234.020752
	Iteration 46Q: 3 clusters Score -5871832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5871828.000000 Penalty: 3234.020752
	Iteration 47Q: 3 clusters Score -5871828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5871828.000000 Penalty: 3234.020752
	Iteration 48F: 3 clusters Score -5871828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 75568 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 51008 members 
Entering Unmasked Estep 
Score: -111089136.000000 Penalty: 117209.742188
Splitting cluster 30 changes total score from -111089280.000000 to -111089136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Entering Unmasked Estep 
Score: -972131.875000 Penalty: 1349.142334
	Iteration 0F: 2 clusters Score -972131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -966214.812500 Penalty: 2698.284668
	Iteration 0F: 3 clusters Score -966214.8 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -968019.500000 Penalty: 2698.284668
	Iteration 1F: 3 clusters Score -968019.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -968280.125000 Penalty: 2698.284668
	Iteration 2F: 3 clusters Score -968280.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -968477.875000 Penalty: 2698.284668
	Iteration 3F: 3 clusters Score -968477.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -968621.625000 Penalty: 2698.284668
	Iteration 4Q: 3 clusters Score -968621.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -968753.125000 Penalty: 2698.284668
	Iteration 5Q: 3 clusters Score -968753.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -968881.625000 Penalty: 2698.284668
	Iteration 6Q: 3 clusters Score -968881.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -968984.750000 Penalty: 2698.284668
	Iteration 7Q: 3 clusters Score -968984.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -969094.312500 Penalty: 2698.284668
	Iteration 8Q: 3 clusters Score -969094.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -969214.875000 Penalty: 2698.284668
	Iteration 9Q: 3 clusters Score -969214.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -969346.937500 Penalty: 2698.284668
	Iteration 10Q: 3 clusters Score -969346.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -969488.812500 Penalty: 2698.284668
	Iteration 11Q: 3 clusters Score -969488.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -969649.125000 Penalty: 2698.284668
	Iteration 12Q: 3 clusters Score -969649.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -969805.437500 Penalty: 2698.284668
	Iteration 13Q: 3 clusters Score -969805.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -969967.312500 Penalty: 2698.284668
	Iteration 14Q: 3 clusters Score -969967.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -970123.500000 Penalty: 2698.284668
	Iteration 15Q: 3 clusters Score -970123.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -970266.187500 Penalty: 2698.284668
	Iteration 16Q: 3 clusters Score -970266.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -970393.875000 Penalty: 2698.284668
	Iteration 17Q: 3 clusters Score -970393.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -970488.125000 Penalty: 2698.284668
	Iteration 18Q: 3 clusters Score -970488.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -970580.687500 Penalty: 2698.284668
	Iteration 19Q: 3 clusters Score -970580.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -970656.437500 Penalty: 2698.284668
	Iteration 20F: 3 clusters Score -970656.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -970712.375000 Penalty: 2698.284668
	Iteration 21Q: 3 clusters Score -970712.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -970777.812500 Penalty: 2698.284668
	Iteration 22Q: 3 clusters Score -970777.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -970834.750000 Penalty: 2698.284668
	Iteration 23Q: 3 clusters Score -970834.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -970877.812500 Penalty: 2698.284668
	Iteration 24Q: 3 clusters Score -970877.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -970918.312500 Penalty: 2698.284668
	Iteration 25Q: 3 clusters Score -970918.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -970946.812500 Penalty: 2698.284668
	Iteration 26Q: 3 clusters Score -970946.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -970966.625000 Penalty: 2698.284668
	Iteration 27Q: 3 clusters Score -970966.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -970986.500000 Penalty: 2698.284668
	Iteration 28Q: 3 clusters Score -970986.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -971004.937500 Penalty: 2698.284668
	Iteration 29Q: 3 clusters Score -971004.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -971025.500000 Penalty: 2698.284668
	Iteration 30Q: 3 clusters Score -971025.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -971053.375000 Penalty: 2698.284668
	Iteration 31Q: 3 clusters Score -971053.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -971072.312500 Penalty: 2698.284668
	Iteration 32Q: 3 clusters Score -971072.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -971080.812500 Penalty: 2698.284668
	Iteration 33Q: 3 clusters Score -971080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -971088.437500 Penalty: 2698.284668
	Iteration 34Q: 3 clusters Score -971088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -971097.000000 Penalty: 2698.284668
	Iteration 35Q: 3 clusters Score -971097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -971105.250000 Penalty: 2698.284668
	Iteration 36Q: 3 clusters Score -971105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -971111.312500 Penalty: 2698.284668
	Iteration 37Q: 3 clusters Score -971111.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -971115.750000 Penalty: 2698.284668
	Iteration 38Q: 3 clusters Score -971115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -971122.937500 Penalty: 2698.284668
	Iteration 39Q: 3 clusters Score -971122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -971128.500000 Penalty: 2698.284668
	Iteration 40F: 3 clusters Score -971128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -971130.812500 Penalty: 2698.284668
	Iteration 41Q: 3 clusters Score -971130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -971134.687500 Penalty: 2698.284668
	Iteration 42Q: 3 clusters Score -971134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -971135.500000 Penalty: 2698.284668
	Iteration 43Q: 3 clusters Score -971135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -971136.750000 Penalty: 2698.284668
	Iteration 44Q: 3 clusters Score -971136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -971138.250000 Penalty: 2698.284668
	Iteration 45Q: 3 clusters Score -971138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -971138.250000 Penalty: 2698.284668
	Iteration 46F: 3 clusters Score -971138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -537811.312500 Penalty: 1277.091797
	Iteration 0F: 2 clusters Score -537811.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -533894.562500 Penalty: 2554.183594
	Iteration 0F: 3 clusters Score -533894.6 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -535112.437500 Penalty: 2554.183594
	Iteration 1F: 3 clusters Score -535112.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -535347.562500 Penalty: 2554.183594
	Iteration 2F: 3 clusters Score -535347.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -535526.187500 Penalty: 2554.183594
	Iteration 3F: 3 clusters Score -535526.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535667.375000 Penalty: 2554.183594
	Iteration 4Q: 3 clusters Score -535667.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -535807.687500 Penalty: 2554.183594
	Iteration 5Q: 3 clusters Score -535807.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -535944.375000 Penalty: 2554.183594
	Iteration 6Q: 3 clusters Score -535944.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -536056.250000 Penalty: 2554.183594
	Iteration 7Q: 3 clusters Score -536056.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -536153.125000 Penalty: 2554.183594
	Iteration 8Q: 3 clusters Score -536153.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -536254.000000 Penalty: 2554.183594
	Iteration 9Q: 3 clusters Score -536254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -536356.500000 Penalty: 2554.183594
	Iteration 10Q: 3 clusters Score -536356.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -536474.250000 Penalty: 2554.183594
	Iteration 11Q: 3 clusters Score -536474.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -536575.750000 Penalty: 2554.183594
	Iteration 12Q: 3 clusters Score -536575.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -536644.125000 Penalty: 2554.183594
	Iteration 13Q: 3 clusters Score -536644.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -536693.875000 Penalty: 2554.183594
	Iteration 14Q: 3 clusters Score -536693.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -536738.500000 Penalty: 2554.183594
	Iteration 15Q: 3 clusters Score -536738.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -536769.187500 Penalty: 2554.183594
	Iteration 16Q: 3 clusters Score -536769.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -536799.187500 Penalty: 2554.183594
	Iteration 17Q: 3 clusters Score -536799.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -536821.187500 Penalty: 2554.183594
	Iteration 18Q: 3 clusters Score -536821.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -536842.312500 Penalty: 2554.183594
	Iteration 19Q: 3 clusters Score -536842.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -536861.312500 Penalty: 2554.183594
	Iteration 20F: 3 clusters Score -536861.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -536877.375000 Penalty: 2554.183594
	Iteration 21Q: 3 clusters Score -536877.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -536894.937500 Penalty: 2554.183594
	Iteration 22Q: 3 clusters Score -536894.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -536913.750000 Penalty: 2554.183594
	Iteration 23Q: 3 clusters Score -536913.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -536930.000000 Penalty: 2554.183594
	Iteration 24Q: 3 clusters Score -536930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -536937.812500 Penalty: 2554.183594
	Iteration 25Q: 3 clusters Score -536937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -536950.500000 Penalty: 2554.183594
	Iteration 26Q: 3 clusters Score -536950.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -536965.375000 Penalty: 2554.183594
	Iteration 27Q: 3 clusters Score -536965.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -536974.750000 Penalty: 2554.183594
	Iteration 28Q: 3 clusters Score -536974.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -536983.750000 Penalty: 2554.183594
	Iteration 29Q: 3 clusters Score -536983.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -536987.875000 Penalty: 2554.183594
	Iteration 30Q: 3 clusters Score -536987.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -536997.562500 Penalty: 2554.183594
	Iteration 31Q: 3 clusters Score -536997.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -537011.437500 Penalty: 2554.183594
	Iteration 32Q: 3 clusters Score -537011.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -537031.562500 Penalty: 2554.183594
	Iteration 33Q: 3 clusters Score -537031.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -537043.187500 Penalty: 2554.183594
	Iteration 34Q: 3 clusters Score -537043.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -537052.625000 Penalty: 2554.183594
	Iteration 35Q: 3 clusters Score -537052.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -537063.937500 Penalty: 2554.183594
	Iteration 36Q: 3 clusters Score -537063.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -537074.750000 Penalty: 2554.183594
	Iteration 37Q: 3 clusters Score -537074.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -537083.000000 Penalty: 2554.183594
	Iteration 38Q: 3 clusters Score -537083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -537090.625000 Penalty: 2554.183594
	Iteration 39Q: 3 clusters Score -537090.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -537100.000000 Penalty: 2554.183594
	Iteration 40F: 3 clusters Score -537100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -537108.000000 Penalty: 2554.183594
	Iteration 41Q: 3 clusters Score -537108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -537113.562500 Penalty: 2554.183594
	Iteration 42Q: 3 clusters Score -537113.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -537122.437500 Penalty: 2554.183594
	Iteration 43Q: 3 clusters Score -537122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -537128.625000 Penalty: 2554.183594
	Iteration 44Q: 3 clusters Score -537128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -537133.312500 Penalty: 2554.183594
	Iteration 45Q: 3 clusters Score -537133.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -537139.687500 Penalty: 2554.183594
	Iteration 46Q: 3 clusters Score -537139.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -537144.875000 Penalty: 2554.183594
	Iteration 47Q: 3 clusters Score -537144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -537148.500000 Penalty: 2554.183594
	Iteration 48Q: 3 clusters Score -537148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -537150.562500 Penalty: 2554.183594
	Iteration 49Q: 3 clusters Score -537150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -537155.500000 Penalty: 2554.183594
	Iteration 50Q: 3 clusters Score -537155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -537157.812500 Penalty: 2554.183594
	Iteration 51Q: 3 clusters Score -537157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -537159.812500 Penalty: 2554.183594
	Iteration 52Q: 3 clusters Score -537159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -537161.812500 Penalty: 2554.183594
	Iteration 53Q: 3 clusters Score -537161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -537165.125000 Penalty: 2554.183594
	Iteration 54Q: 3 clusters Score -537165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -537168.312500 Penalty: 2554.183594
	Iteration 55Q: 3 clusters Score -537168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -537171.875000 Penalty: 2554.183594
	Iteration 56Q: 3 clusters Score -537171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -537171.812500 Penalty: 2554.183594
	Iteration 57Q: 3 clusters Score -537171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -537172.937500 Penalty: 2554.183594
	Iteration 58Q: 3 clusters Score -537172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -537173.750000 Penalty: 2554.183594
	Iteration 59Q: 3 clusters Score -537173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -537174.500000 Penalty: 2554.183594
	Iteration 60F: 3 clusters Score -537174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -537175.625000 Penalty: 2554.183594
	Iteration 61Q: 3 clusters Score -537175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -537177.625000 Penalty: 2554.183594
	Iteration 62Q: 3 clusters Score -537177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -537179.812500 Penalty: 2554.183594
	Iteration 63Q: 3 clusters Score -537179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -537181.812500 Penalty: 2554.183594
	Iteration 64Q: 3 clusters Score -537181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -537186.250000 Penalty: 2554.183594
	Iteration 65Q: 3 clusters Score -537186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -537188.125000 Penalty: 2554.183594
	Iteration 66Q: 3 clusters Score -537188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -537189.937500 Penalty: 2554.183594
	Iteration 67Q: 3 clusters Score -537189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -537191.687500 Penalty: 2554.183594
	Iteration 68Q: 3 clusters Score -537191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -537191.687500 Penalty: 2554.183594
	Iteration 69F: 3 clusters Score -537191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1163931.500000 Penalty: 1368.747437
	Iteration 0F: 2 clusters Score -1163932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1157236.250000 Penalty: 2737.494873
	Iteration 0F: 3 clusters Score -1157236 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1159391.125000 Penalty: 2737.494873
	Iteration 1F: 3 clusters Score -1159391 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1159677.500000 Penalty: 2737.494873
	Iteration 2F: 3 clusters Score -1159678 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1159889.625000 Penalty: 2737.494873
	Iteration 3Q: 3 clusters Score -1159890 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1160079.875000 Penalty: 2737.494873
	Iteration 4Q: 3 clusters Score -1160080 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1160263.250000 Penalty: 2737.494873
	Iteration 5Q: 3 clusters Score -1160263 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1160467.625000 Penalty: 2737.494873
	Iteration 6Q: 3 clusters Score -1160468 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1160664.125000 Penalty: 2737.494873
	Iteration 7Q: 3 clusters Score -1160664 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1160862.375000 Penalty: 2737.494873
	Iteration 8Q: 3 clusters Score -1160862 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1161052.750000 Penalty: 2737.494873
	Iteration 9Q: 3 clusters Score -1161053 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1161212.125000 Penalty: 2737.494873
	Iteration 10Q: 3 clusters Score -1161212 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1161359.500000 Penalty: 2737.494873
	Iteration 11Q: 3 clusters Score -1161360 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1161493.375000 Penalty: 2737.494873
	Iteration 12Q: 3 clusters Score -1161493 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1161624.750000 Penalty: 2737.494873
	Iteration 13Q: 3 clusters Score -1161625 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1161742.250000 Penalty: 2737.494873
	Iteration 14Q: 3 clusters Score -1161742 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1161849.125000 Penalty: 2737.494873
	Iteration 15Q: 3 clusters Score -1161849 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1161953.125000 Penalty: 2737.494873
	Iteration 16Q: 3 clusters Score -1161953 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1162049.875000 Penalty: 2737.494873
	Iteration 17Q: 3 clusters Score -1162050 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1162134.625000 Penalty: 2737.494873
	Iteration 18Q: 3 clusters Score -1162135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1162202.125000 Penalty: 2737.494873
	Iteration 19Q: 3 clusters Score -1162202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1162265.500000 Penalty: 2737.494873
	Iteration 20F: 3 clusters Score -1162266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1162317.500000 Penalty: 2737.494873
	Iteration 21Q: 3 clusters Score -1162318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1162354.750000 Penalty: 2737.494873
	Iteration 22Q: 3 clusters Score -1162355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1162387.125000 Penalty: 2737.494873
	Iteration 23Q: 3 clusters Score -1162387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1162406.000000 Penalty: 2737.494873
	Iteration 24Q: 3 clusters Score -1162406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1162424.875000 Penalty: 2737.494873
	Iteration 25Q: 3 clusters Score -1162425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1162443.125000 Penalty: 2737.494873
	Iteration 26Q: 3 clusters Score -1162443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1162451.500000 Penalty: 2737.494873
	Iteration 27Q: 3 clusters Score -1162452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1162469.750000 Penalty: 2737.494873
	Iteration 28Q: 3 clusters Score -1162470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1162478.500000 Penalty: 2737.494873
	Iteration 29Q: 3 clusters Score -1162478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1162488.375000 Penalty: 2737.494873
	Iteration 30Q: 3 clusters Score -1162488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1162492.750000 Penalty: 2737.494873
	Iteration 31Q: 3 clusters Score -1162493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1162498.625000 Penalty: 2737.494873
	Iteration 32Q: 3 clusters Score -1162499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1162502.250000 Penalty: 2737.494873
	Iteration 33Q: 3 clusters Score -1162502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1162504.375000 Penalty: 2737.494873
	Iteration 34Q: 3 clusters Score -1162504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1162505.250000 Penalty: 2737.494873
	Iteration 35Q: 3 clusters Score -1162505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1162506.125000 Penalty: 2737.494873
	Iteration 36Q: 3 clusters Score -1162506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1162507.250000 Penalty: 2737.494873
	Iteration 37Q: 3 clusters Score -1162507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1162509.875000 Penalty: 2737.494873
	Iteration 38Q: 3 clusters Score -1162510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1162513.625000 Penalty: 2737.494873
	Iteration 39Q: 3 clusters Score -1162514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1162516.375000 Penalty: 2737.494873
	Iteration 40F: 3 clusters Score -1162516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1162521.125000 Penalty: 2737.494873
	Iteration 41Q: 3 clusters Score -1162521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1162528.625000 Penalty: 2737.494873
	Iteration 42Q: 3 clusters Score -1162529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1162537.125000 Penalty: 2737.494873
	Iteration 43Q: 3 clusters Score -1162537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1162536.625000 Penalty: 2737.494873
	Iteration 44Q: 3 clusters Score -1162537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1162544.875000 Penalty: 2737.494873
	Iteration 45Q: 3 clusters Score -1162545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1162545.750000 Penalty: 2737.494873
	Iteration 46Q: 3 clusters Score -1162546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1162549.625000 Penalty: 2737.494873
	Iteration 47Q: 3 clusters Score -1162550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1162551.250000 Penalty: 2737.494873
	Iteration 48Q: 3 clusters Score -1162551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1162552.625000 Penalty: 2737.494873
	Iteration 49Q: 3 clusters Score -1162553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1162551.750000 Penalty: 2737.494873
	Iteration 50Q: 3 clusters Score -1162552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1162553.500000 Penalty: 2737.494873
	Iteration 51Q: 3 clusters Score -1162554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1162552.625000 Penalty: 2737.494873
	Iteration 52Q: 3 clusters Score -1162553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1162553.125000 Penalty: 2737.494873
	Iteration 53Q: 3 clusters Score -1162553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1162553.125000 Penalty: 2737.494873
	Iteration 54F: 3 clusters Score -1162553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Entering Unmasked Estep 
Score: -1188099.250000 Penalty: 1384.964722
	Iteration 0F: 2 clusters Score -1188099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1180663.125000 Penalty: 2769.929443
	Iteration 0F: 3 clusters Score -1180663 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1183225.750000 Penalty: 2769.929443
	Iteration 1F: 3 clusters Score -1183226 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1183590.125000 Penalty: 2769.929443
	Iteration 2F: 3 clusters Score -1183590 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1183838.750000 Penalty: 2769.929443
	Iteration 3F: 3 clusters Score -1183839 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1184019.500000 Penalty: 2769.929443
	Iteration 4Q: 3 clusters Score -1184020 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1184180.875000 Penalty: 2769.929443
	Iteration 5Q: 3 clusters Score -1184181 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1184360.875000 Penalty: 2769.929443
	Iteration 6Q: 3 clusters Score -1184361 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1184559.500000 Penalty: 2769.929443
	Iteration 7Q: 3 clusters Score -1184560 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1184777.125000 Penalty: 2769.929443
	Iteration 8Q: 3 clusters Score -1184777 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1184982.250000 Penalty: 2769.929443
	Iteration 9Q: 3 clusters Score -1184982 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1185182.875000 Penalty: 2769.929443
	Iteration 10Q: 3 clusters Score -1185183 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1185397.625000 Penalty: 2769.929443
	Iteration 11Q: 3 clusters Score -1185398 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1185624.250000 Penalty: 2769.929443
	Iteration 12Q: 3 clusters Score -1185624 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1185840.750000 Penalty: 2769.929443
	Iteration 13Q: 3 clusters Score -1185841 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1186033.375000 Penalty: 2769.929443
	Iteration 14Q: 3 clusters Score -1186033 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1186208.375000 Penalty: 2769.929443
	Iteration 15Q: 3 clusters Score -1186208 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1186352.500000 Penalty: 2769.929443
	Iteration 16Q: 3 clusters Score -1186352 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1186468.750000 Penalty: 2769.929443
	Iteration 17Q: 3 clusters Score -1186469 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1186567.375000 Penalty: 2769.929443
	Iteration 18Q: 3 clusters Score -1186567 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1186653.250000 Penalty: 2769.929443
	Iteration 19Q: 3 clusters Score -1186653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1186755.375000 Penalty: 2769.929443
	Iteration 20F: 3 clusters Score -1186755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1186837.750000 Penalty: 2769.929443
	Iteration 21Q: 3 clusters Score -1186838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1186910.250000 Penalty: 2769.929443
	Iteration 22Q: 3 clusters Score -1186910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1186977.375000 Penalty: 2769.929443
	Iteration 23Q: 3 clusters Score -1186977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1187010.625000 Penalty: 2769.929443
	Iteration 24Q: 3 clusters Score -1187011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1187042.625000 Penalty: 2769.929443
	Iteration 25Q: 3 clusters Score -1187043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1187068.250000 Penalty: 2769.929443
	Iteration 26Q: 3 clusters Score -1187068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1187086.000000 Penalty: 2769.929443
	Iteration 27Q: 3 clusters Score -1187086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1187099.125000 Penalty: 2769.929443
	Iteration 28Q: 3 clusters Score -1187099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1187110.125000 Penalty: 2769.929443
	Iteration 29Q: 3 clusters Score -1187110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1187122.750000 Penalty: 2769.929443
	Iteration 30Q: 3 clusters Score -1187123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1187130.125000 Penalty: 2769.929443
	Iteration 31Q: 3 clusters Score -1187130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1187138.000000 Penalty: 2769.929443
	Iteration 32Q: 3 clusters Score -1187138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1187144.375000 Penalty: 2769.929443
	Iteration 33Q: 3 clusters Score -1187144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1187145.750000 Penalty: 2769.929443
	Iteration 34Q: 3 clusters Score -1187146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1187148.125000 Penalty: 2769.929443
	Iteration 35Q: 3 clusters Score -1187148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1187149.000000 Penalty: 2769.929443
	Iteration 36Q: 3 clusters Score -1187149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1187149.750000 Penalty: 2769.929443
	Iteration 37Q: 3 clusters Score -1187150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1187148.875000 Penalty: 2769.929443
	Iteration 38Q: 3 clusters Score -1187149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1187150.375000 Penalty: 2769.929443
	Iteration 39Q: 3 clusters Score -1187150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1187153.125000 Penalty: 2769.929443
	Iteration 40F: 3 clusters Score -1187153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1187152.625000 Penalty: 2769.929443
	Iteration 41Q: 3 clusters Score -1187153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1187152.625000 Penalty: 2769.929443
	Iteration 42F: 3 clusters Score -1187153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114217 members 
Entering Unmasked Estep 
Score: -13187657.000000 Penalty: 1732.903198
	Iteration 0F: 2 clusters Score -1.318766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -13118874.000000 Penalty: 3465.806396
	Iteration 0F: 3 clusters Score -1.311887e+07 nChanged 54151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -13150540.000000 Penalty: 3465.806396
	Iteration 1F: 3 clusters Score -1.315054e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -13152108.000000 Penalty: 3465.806396
	Iteration 2Q: 3 clusters Score -1.315211e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -13154004.000000 Penalty: 3465.806396
	Iteration 3Q: 3 clusters Score -1.3154e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -13157050.000000 Penalty: 3465.806396
	Iteration 4F: 3 clusters Score -1.315705e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -13161083.000000 Penalty: 3465.806396
	Iteration 5F: 3 clusters Score -1.316108e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -13166175.000000 Penalty: 3465.806396
	Iteration 6F: 3 clusters Score -1.316618e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -13171357.000000 Penalty: 3465.806396
	Iteration 7F: 3 clusters Score -1.317136e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -13175680.000000 Penalty: 3465.806396
	Iteration 8F: 3 clusters Score -1.317568e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -13178974.000000 Penalty: 3465.806396
	Iteration 9Q: 3 clusters Score -1.317897e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -13181257.000000 Penalty: 3465.806396
	Iteration 10Q: 3 clusters Score -1.318126e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -13182529.000000 Penalty: 3465.806396
	Iteration 11Q: 3 clusters Score -1.318253e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -13183380.000000 Penalty: 3465.806396
	Iteration 12Q: 3 clusters Score -1.318338e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -13183939.000000 Penalty: 3465.806396
	Iteration 13Q: 3 clusters Score -1.318394e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -13184448.000000 Penalty: 3465.806396
	Iteration 14Q: 3 clusters Score -1.318445e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -13184797.000000 Penalty: 3465.806396
	Iteration 15Q: 3 clusters Score -1.31848e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -13185005.000000 Penalty: 3465.806396
	Iteration 16Q: 3 clusters Score -1.3185e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -13185341.000000 Penalty: 3465.806396
	Iteration 17Q: 3 clusters Score -1.318534e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109928 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -13185564.000000 Penalty: 3465.806396
	Iteration 18Q: 3 clusters Score -1.318556e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -13185744.000000 Penalty: 3465.806396
	Iteration 19Q: 3 clusters Score -1.318574e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13185844.000000 Penalty: 3465.806396
	Iteration 20F: 3 clusters Score -1.318584e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13185965.000000 Penalty: 3465.806396
	Iteration 21Q: 3 clusters Score -1.318596e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -13186105.000000 Penalty: 3465.806396
	Iteration 22Q: 3 clusters Score -1.31861e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13186166.000000 Penalty: 3465.806396
	Iteration 23Q: 3 clusters Score -1.318617e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -13186304.000000 Penalty: 3465.806396
	Iteration 24Q: 3 clusters Score -1.31863e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -13186401.000000 Penalty: 3465.806396
	Iteration 25Q: 3 clusters Score -1.31864e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13186475.000000 Penalty: 3465.806396
	Iteration 26Q: 3 clusters Score -1.318648e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112270 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13186538.000000 Penalty: 3465.806396
	Iteration 27Q: 3 clusters Score -1.318654e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13186602.000000 Penalty: 3465.806396
	Iteration 28Q: 3 clusters Score -1.31866e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -13186657.000000 Penalty: 3465.806396
	Iteration 29Q: 3 clusters Score -1.318666e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -13186677.000000 Penalty: 3465.806396
	Iteration 30Q: 3 clusters Score -1.318668e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13186661.000000 Penalty: 3465.806396
	Iteration 31Q: 3 clusters Score -1.318666e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13186638.000000 Penalty: 3465.806396
	Iteration 32Q: 3 clusters Score -1.318664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13186680.000000 Penalty: 3465.806396
	Iteration 33Q: 3 clusters Score -1.318668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -13186706.000000 Penalty: 3465.806396
	Iteration 34Q: 3 clusters Score -1.318671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -13186707.000000 Penalty: 3465.806396
	Iteration 35Q: 3 clusters Score -1.318671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13186732.000000 Penalty: 3465.806396
	Iteration 36Q: 3 clusters Score -1.318673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13186740.000000 Penalty: 3465.806396
	Iteration 37Q: 3 clusters Score -1.318674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13186740.000000 Penalty: 3465.806396
	Iteration 38Q: 3 clusters Score -1.318674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13186723.000000 Penalty: 3465.806396
	Iteration 39Q: 3 clusters Score -1.318672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13186751.000000 Penalty: 3465.806396
	Iteration 40F: 3 clusters Score -1.318675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13186747.000000 Penalty: 3465.806396
	Iteration 41Q: 3 clusters Score -1.318675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -13186749.000000 Penalty: 3465.806396
	Iteration 42Q: 3 clusters Score -1.318675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13186743.000000 Penalty: 3465.806396
	Iteration 43Q: 3 clusters Score -1.318674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -13186747.000000 Penalty: 3465.806396
	Iteration 44Q: 3 clusters Score -1.318675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13186755.000000 Penalty: 3465.806396
	Iteration 45Q: 3 clusters Score -1.318676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13186760.000000 Penalty: 3465.806396
	Iteration 46Q: 3 clusters Score -1.318676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13186756.000000 Penalty: 3465.806396
	Iteration 47Q: 3 clusters Score -1.318676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13186751.000000 Penalty: 3465.806396
	Iteration 48Q: 3 clusters Score -1.318675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13186756.000000 Penalty: 3465.806396
	Iteration 49Q: 3 clusters Score -1.318676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13186763.000000 Penalty: 3465.806396
	Iteration 50Q: 3 clusters Score -1.318676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112764 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13186753.000000 Penalty: 3465.806396
	Iteration 51Q: 3 clusters Score -1.318675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13186753.000000 Penalty: 3465.806396
	Iteration 52Q: 3 clusters Score -1.318675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13186762.000000 Penalty: 3465.806396
	Iteration 53Q: 3 clusters Score -1.318676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13186761.000000 Penalty: 3465.806396
	Iteration 54Q: 3 clusters Score -1.318676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13186762.000000 Penalty: 3465.806396
	Iteration 55Q: 3 clusters Score -1.318676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13186762.000000 Penalty: 3465.806396
	Iteration 56F: 3 clusters Score -1.318676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -713178.937500 Penalty: 1302.994385
	Iteration 0F: 2 clusters Score -713178.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -708730.062500 Penalty: 2605.988770
	Iteration 0F: 3 clusters Score -708730.1 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -710207.875000 Penalty: 2605.988770
	Iteration 1F: 3 clusters Score -710207.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -710455.875000 Penalty: 2605.988770
	Iteration 2F: 3 clusters Score -710455.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -710596.875000 Penalty: 2605.988770
	Iteration 3Q: 3 clusters Score -710596.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -710682.437500 Penalty: 2605.988770
	Iteration 4Q: 3 clusters Score -710682.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -710743.687500 Penalty: 2605.988770
	Iteration 5Q: 3 clusters Score -710743.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -710798.437500 Penalty: 2605.988770
	Iteration 6Q: 3 clusters Score -710798.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -710848.437500 Penalty: 2605.988770
	Iteration 7Q: 3 clusters Score -710848.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -710912.687500 Penalty: 2605.988770
	Iteration 8Q: 3 clusters Score -710912.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -710981.375000 Penalty: 2605.988770
	Iteration 9Q: 3 clusters Score -710981.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -711049.562500 Penalty: 2605.988770
	Iteration 10Q: 3 clusters Score -711049.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -711110.187500 Penalty: 2605.988770
	Iteration 11Q: 3 clusters Score -711110.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -711171.750000 Penalty: 2605.988770
	Iteration 12Q: 3 clusters Score -711171.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -711235.312500 Penalty: 2605.988770
	Iteration 13Q: 3 clusters Score -711235.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -711302.187500 Penalty: 2605.988770
	Iteration 14Q: 3 clusters Score -711302.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -711360.312500 Penalty: 2605.988770
	Iteration 15Q: 3 clusters Score -711360.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -711415.625000 Penalty: 2605.988770
	Iteration 16Q: 3 clusters Score -711415.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -711471.625000 Penalty: 2605.988770
	Iteration 17Q: 3 clusters Score -711471.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -711522.375000 Penalty: 2605.988770
	Iteration 18Q: 3 clusters Score -711522.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -711583.687500 Penalty: 2605.988770
	Iteration 19Q: 3 clusters Score -711583.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -711651.812500 Penalty: 2605.988770
	Iteration 20F: 3 clusters Score -711651.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -711716.250000 Penalty: 2605.988770
	Iteration 21Q: 3 clusters Score -711716.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -711768.062500 Penalty: 2605.988770
	Iteration 22Q: 3 clusters Score -711768.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -711822.125000 Penalty: 2605.988770
	Iteration 23Q: 3 clusters Score -711822.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -711877.562500 Penalty: 2605.988770
	Iteration 24Q: 3 clusters Score -711877.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -711930.562500 Penalty: 2605.988770
	Iteration 25Q: 3 clusters Score -711930.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -711973.437500 Penalty: 2605.988770
	Iteration 26Q: 3 clusters Score -711973.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -712010.312500 Penalty: 2605.988770
	Iteration 27Q: 3 clusters Score -712010.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -712049.812500 Penalty: 2605.988770
	Iteration 28Q: 3 clusters Score -712049.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -712082.562500 Penalty: 2605.988770
	Iteration 29Q: 3 clusters Score -712082.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -712109.187500 Penalty: 2605.988770
	Iteration 30Q: 3 clusters Score -712109.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -712135.937500 Penalty: 2605.988770
	Iteration 31Q: 3 clusters Score -712135.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -712154.750000 Penalty: 2605.988770
	Iteration 32Q: 3 clusters Score -712154.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -712177.062500 Penalty: 2605.988770
	Iteration 33Q: 3 clusters Score -712177.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -712197.750000 Penalty: 2605.988770
	Iteration 34Q: 3 clusters Score -712197.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -712215.562500 Penalty: 2605.988770
	Iteration 35Q: 3 clusters Score -712215.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -712232.875000 Penalty: 2605.988770
	Iteration 36Q: 3 clusters Score -712232.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -712244.187500 Penalty: 2605.988770
	Iteration 37Q: 3 clusters Score -712244.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -712251.937500 Penalty: 2605.988770
	Iteration 38Q: 3 clusters Score -712251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -712258.250000 Penalty: 2605.988770
	Iteration 39Q: 3 clusters Score -712258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -712262.687500 Penalty: 2605.988770
	Iteration 40F: 3 clusters Score -712262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -712268.437500 Penalty: 2605.988770
	Iteration 41Q: 3 clusters Score -712268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2605.988770
	Iteration 42Q: 3 clusters Score -712276.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -712284.750000 Penalty: 2605.988770
	Iteration 43Q: 3 clusters Score -712284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -712287.062500 Penalty: 2605.988770
	Iteration 44Q: 3 clusters Score -712287.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -712293.562500 Penalty: 2605.988770
	Iteration 45Q: 3 clusters Score -712293.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -712302.500000 Penalty: 2605.988770
	Iteration 46Q: 3 clusters Score -712302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -712309.437500 Penalty: 2605.988770
	Iteration 47Q: 3 clusters Score -712309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -712314.312500 Penalty: 2605.988770
	Iteration 48Q: 3 clusters Score -712314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -712318.687500 Penalty: 2605.988770
	Iteration 49Q: 3 clusters Score -712318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -712327.687500 Penalty: 2605.988770
	Iteration 50Q: 3 clusters Score -712327.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -712331.000000 Penalty: 2605.988770
	Iteration 51Q: 3 clusters Score -712331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -712333.625000 Penalty: 2605.988770
	Iteration 52Q: 3 clusters Score -712333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -712337.000000 Penalty: 2605.988770
	Iteration 53Q: 3 clusters Score -712337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -712339.750000 Penalty: 2605.988770
	Iteration 54Q: 3 clusters Score -712339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -712341.125000 Penalty: 2605.988770
	Iteration 55Q: 3 clusters Score -712341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -712342.562500 Penalty: 2605.988770
	Iteration 56Q: 3 clusters Score -712342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -712343.437500 Penalty: 2605.988770
	Iteration 57Q: 3 clusters Score -712343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -712343.375000 Penalty: 2605.988770
	Iteration 58Q: 3 clusters Score -712343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -712343.375000 Penalty: 2605.988770
	Iteration 59F: 3 clusters Score -712343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25527.701172 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25527.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25846.988281 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25846.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25982.341797 Penalty: 1755.809570
	Iteration 2F: 3 clusters Score -25982.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26087.287109 Penalty: 1755.809570
	Iteration 3F: 3 clusters Score -26087.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26140.642578 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -26140.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26168.455078 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -26168.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26193.287109 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -26193.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26217.765625 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -26217.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26223.328125 Penalty: 1755.809570
	Iteration 8Q: 3 clusters Score -26223.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26223.328125 Penalty: 1755.809570
	Iteration 9F: 3 clusters Score -26223.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 75568 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 244 members 
Entering Unmasked Estep 
Score: -111088256.000000 Penalty: 117209.742188
Splitting cluster 37 changes total score from -111089280.000000 to -111088256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -514794.218750 Penalty: 1253.324829
	Iteration 0F: 2 clusters Score -514794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -511390.937500 Penalty: 2506.649658
	Iteration 0F: 3 clusters Score -511390.9 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -512396.437500 Penalty: 2506.649658
	Iteration 1F: 3 clusters Score -512396.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -512589.156250 Penalty: 2506.649658
	Iteration 2F: 3 clusters Score -512589.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -512695.343750 Penalty: 2506.649658
	Iteration 3Q: 3 clusters Score -512695.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -512763.125000 Penalty: 2506.649658
	Iteration 4Q: 3 clusters Score -512763.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -512807.437500 Penalty: 2506.649658
	Iteration 5Q: 3 clusters Score -512807.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -512842.875000 Penalty: 2506.649658
	Iteration 6Q: 3 clusters Score -512842.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -512872.437500 Penalty: 2506.649658
	Iteration 7Q: 3 clusters Score -512872.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -512900.250000 Penalty: 2506.649658
	Iteration 8Q: 3 clusters Score -512900.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -512925.500000 Penalty: 2506.649658
	Iteration 9Q: 3 clusters Score -512925.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -512948.656250 Penalty: 2506.649658
	Iteration 10Q: 3 clusters Score -512948.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -512976.406250 Penalty: 2506.649658
	Iteration 11Q: 3 clusters Score -512976.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -512997.843750 Penalty: 2506.649658
	Iteration 12Q: 3 clusters Score -512997.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -513018.062500 Penalty: 2506.649658
	Iteration 13Q: 3 clusters Score -513018.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -513031.343750 Penalty: 2506.649658
	Iteration 14Q: 3 clusters Score -513031.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513050.250000 Penalty: 2506.649658
	Iteration 15Q: 3 clusters Score -513050.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -513077.781250 Penalty: 2506.649658
	Iteration 16Q: 3 clusters Score -513077.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -513105.281250 Penalty: 2506.649658
	Iteration 17Q: 3 clusters Score -513105.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -513126.281250 Penalty: 2506.649658
	Iteration 18Q: 3 clusters Score -513126.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -513148.468750 Penalty: 2506.649658
	Iteration 19Q: 3 clusters Score -513148.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -513165.500000 Penalty: 2506.649658
	Iteration 20F: 3 clusters Score -513165.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -513177.750000 Penalty: 2506.649658
	Iteration 21Q: 3 clusters Score -513177.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -513189.500000 Penalty: 2506.649658
	Iteration 22Q: 3 clusters Score -513189.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -513211.156250 Penalty: 2506.649658
	Iteration 23Q: 3 clusters Score -513211.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -513238.000000 Penalty: 2506.649658
	Iteration 24Q: 3 clusters Score -513238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -513262.343750 Penalty: 2506.649658
	Iteration 25Q: 3 clusters Score -513262.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -513287.125000 Penalty: 2506.649658
	Iteration 26Q: 3 clusters Score -513287.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -513316.937500 Penalty: 2506.649658
	Iteration 27Q: 3 clusters Score -513316.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -513344.406250 Penalty: 2506.649658
	Iteration 28Q: 3 clusters Score -513344.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -513380.625000 Penalty: 2506.649658
	Iteration 29Q: 3 clusters Score -513380.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -513426.906250 Penalty: 2506.649658
	Iteration 30Q: 3 clusters Score -513426.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -513465.625000 Penalty: 2506.649658
	Iteration 31Q: 3 clusters Score -513465.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -513503.312500 Penalty: 2506.649658
	Iteration 32Q: 3 clusters Score -513503.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -513541.250000 Penalty: 2506.649658
	Iteration 33Q: 3 clusters Score -513541.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -513578.343750 Penalty: 2506.649658
	Iteration 34Q: 3 clusters Score -513578.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -513607.906250 Penalty: 2506.649658
	Iteration 35Q: 3 clusters Score -513607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -513633.343750 Penalty: 2506.649658
	Iteration 36Q: 3 clusters Score -513633.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -513653.906250 Penalty: 2506.649658
	Iteration 37Q: 3 clusters Score -513653.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -513669.250000 Penalty: 2506.649658
	Iteration 38Q: 3 clusters Score -513669.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -513681.375000 Penalty: 2506.649658
	Iteration 39Q: 3 clusters Score -513681.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -513694.125000 Penalty: 2506.649658
	Iteration 40F: 3 clusters Score -513694.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -513707.250000 Penalty: 2506.649658
	Iteration 41Q: 3 clusters Score -513707.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -513723.250000 Penalty: 2506.649658
	Iteration 42Q: 3 clusters Score -513723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -513733.687500 Penalty: 2506.649658
	Iteration 43Q: 3 clusters Score -513733.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -513747.406250 Penalty: 2506.649658
	Iteration 44Q: 3 clusters Score -513747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -513755.687500 Penalty: 2506.649658
	Iteration 45Q: 3 clusters Score -513755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -513763.468750 Penalty: 2506.649658
	Iteration 46Q: 3 clusters Score -513763.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -513770.625000 Penalty: 2506.649658
	Iteration 47Q: 3 clusters Score -513770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -513775.875000 Penalty: 2506.649658
	Iteration 48Q: 3 clusters Score -513775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -513780.656250 Penalty: 2506.649658
	Iteration 49Q: 3 clusters Score -513780.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -513786.531250 Penalty: 2506.649658
	Iteration 50Q: 3 clusters Score -513786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -513791.406250 Penalty: 2506.649658
	Iteration 51Q: 3 clusters Score -513791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -513798.000000 Penalty: 2506.649658
	Iteration 52Q: 3 clusters Score -513798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -513803.187500 Penalty: 2506.649658
	Iteration 53Q: 3 clusters Score -513803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -513807.968750 Penalty: 2506.649658
	Iteration 54Q: 3 clusters Score -513808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -513815.718750 Penalty: 2506.649658
	Iteration 55Q: 3 clusters Score -513815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -513822.000000 Penalty: 2506.649658
	Iteration 56Q: 3 clusters Score -513822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -513826.375000 Penalty: 2506.649658
	Iteration 57Q: 3 clusters Score -513826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -513831.093750 Penalty: 2506.649658
	Iteration 58Q: 3 clusters Score -513831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -513836.531250 Penalty: 2506.649658
	Iteration 59Q: 3 clusters Score -513836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -513838.562500 Penalty: 2506.649658
	Iteration 60F: 3 clusters Score -513838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -513840.843750 Penalty: 2506.649658
	Iteration 61Q: 3 clusters Score -513840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -513840.156250 Penalty: 2506.649658
	Iteration 62Q: 3 clusters Score -513840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -513840.843750 Penalty: 2506.649658
	Iteration 63Q: 3 clusters Score -513840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -513840.843750 Penalty: 2506.649658
	Iteration 64F: 3 clusters Score -513840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -431273.718750 Penalty: 1232.846924
	Iteration 0F: 2 clusters Score -431273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -428202.187500 Penalty: 2465.693848
	Iteration 0F: 3 clusters Score -428202.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -429069.187500 Penalty: 2465.693848
	Iteration 1F: 3 clusters Score -429069.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -429296.312500 Penalty: 2465.693848
	Iteration 2F: 3 clusters Score -429296.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -429420.218750 Penalty: 2465.693848
	Iteration 3F: 3 clusters Score -429420.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -429509.937500 Penalty: 2465.693848
	Iteration 4Q: 3 clusters Score -429509.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -429573.000000 Penalty: 2465.693848
	Iteration 5Q: 3 clusters Score -429573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -429616.062500 Penalty: 2465.693848
	Iteration 6Q: 3 clusters Score -429616.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -429654.687500 Penalty: 2465.693848
	Iteration 7Q: 3 clusters Score -429654.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -429686.750000 Penalty: 2465.693848
	Iteration 8Q: 3 clusters Score -429686.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -429715.750000 Penalty: 2465.693848
	Iteration 9Q: 3 clusters Score -429715.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -429742.937500 Penalty: 2465.693848
	Iteration 10Q: 3 clusters Score -429742.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -429767.812500 Penalty: 2465.693848
	Iteration 11Q: 3 clusters Score -429767.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -429788.343750 Penalty: 2465.693848
	Iteration 12Q: 3 clusters Score -429788.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -429809.281250 Penalty: 2465.693848
	Iteration 13Q: 3 clusters Score -429809.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -429828.062500 Penalty: 2465.693848
	Iteration 14Q: 3 clusters Score -429828.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -429838.062500 Penalty: 2465.693848
	Iteration 15Q: 3 clusters Score -429838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -429843.593750 Penalty: 2465.693848
	Iteration 16Q: 3 clusters Score -429843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -429851.500000 Penalty: 2465.693848
	Iteration 17Q: 3 clusters Score -429851.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -429861.312500 Penalty: 2465.693848
	Iteration 18Q: 3 clusters Score -429861.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -429866.781250 Penalty: 2465.693848
	Iteration 19Q: 3 clusters Score -429866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -429870.531250 Penalty: 2465.693848
	Iteration 20F: 3 clusters Score -429870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -429872.687500 Penalty: 2465.693848
	Iteration 21Q: 3 clusters Score -429872.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -429880.375000 Penalty: 2465.693848
	Iteration 22Q: 3 clusters Score -429880.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -429886.562500 Penalty: 2465.693848
	Iteration 23Q: 3 clusters Score -429886.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -429893.468750 Penalty: 2465.693848
	Iteration 24Q: 3 clusters Score -429893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -429896.843750 Penalty: 2465.693848
	Iteration 25Q: 3 clusters Score -429896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -429902.968750 Penalty: 2465.693848
	Iteration 26Q: 3 clusters Score -429903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -429904.875000 Penalty: 2465.693848
	Iteration 27Q: 3 clusters Score -429904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -429906.968750 Penalty: 2465.693848
	Iteration 28Q: 3 clusters Score -429907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -429908.093750 Penalty: 2465.693848
	Iteration 29Q: 3 clusters Score -429908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -429908.031250 Penalty: 2465.693848
	Iteration 30Q: 3 clusters Score -429908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -429909.187500 Penalty: 2465.693848
	Iteration 31Q: 3 clusters Score -429909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -429909.375000 Penalty: 2465.693848
	Iteration 32Q: 3 clusters Score -429909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -429910.406250 Penalty: 2465.693848
	Iteration 33Q: 3 clusters Score -429910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -429910.406250 Penalty: 2465.693848
	Iteration 34F: 3 clusters Score -429910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -307680.812500 Penalty: 1200.625000
	Iteration 0F: 2 clusters Score -307680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -305167.750000 Penalty: 2401.250000
	Iteration 0F: 3 clusters Score -305167.8 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -305924.031250 Penalty: 2401.250000
	Iteration 1F: 3 clusters Score -305924 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -306136.437500 Penalty: 2401.250000
	Iteration 2F: 3 clusters Score -306136.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306261.687500 Penalty: 2401.250000
	Iteration 3F: 3 clusters Score -306261.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -306372.187500 Penalty: 2401.250000
	Iteration 4Q: 3 clusters Score -306372.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -306486.062500 Penalty: 2401.250000
	Iteration 5Q: 3 clusters Score -306486.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -306588.687500 Penalty: 2401.250000
	Iteration 6Q: 3 clusters Score -306588.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -306666.187500 Penalty: 2401.250000
	Iteration 7Q: 3 clusters Score -306666.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -306753.062500 Penalty: 2401.250000
	Iteration 8Q: 3 clusters Score -306753.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -306832.031250 Penalty: 2401.250000
	Iteration 9Q: 3 clusters Score -306832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -306895.437500 Penalty: 2401.250000
	Iteration 10Q: 3 clusters Score -306895.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -306955.250000 Penalty: 2401.250000
	Iteration 11Q: 3 clusters Score -306955.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -307014.375000 Penalty: 2401.250000
	Iteration 12Q: 3 clusters Score -307014.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -307065.156250 Penalty: 2401.250000
	Iteration 13Q: 3 clusters Score -307065.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -307116.406250 Penalty: 2401.250000
	Iteration 14Q: 3 clusters Score -307116.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -307160.500000 Penalty: 2401.250000
	Iteration 15Q: 3 clusters Score -307160.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -307218.531250 Penalty: 2401.250000
	Iteration 16Q: 3 clusters Score -307218.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -307264.625000 Penalty: 2401.250000
	Iteration 17Q: 3 clusters Score -307264.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -307304.500000 Penalty: 2401.250000
	Iteration 18Q: 3 clusters Score -307304.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -307336.437500 Penalty: 2401.250000
	Iteration 19Q: 3 clusters Score -307336.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -307362.468750 Penalty: 2401.250000
	Iteration 20F: 3 clusters Score -307362.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -307381.437500 Penalty: 2401.250000
	Iteration 21Q: 3 clusters Score -307381.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -307405.031250 Penalty: 2401.250000
	Iteration 22Q: 3 clusters Score -307405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -307429.875000 Penalty: 2401.250000
	Iteration 23Q: 3 clusters Score -307429.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -307445.843750 Penalty: 2401.250000
	Iteration 24Q: 3 clusters Score -307445.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -307459.218750 Penalty: 2401.250000
	Iteration 25Q: 3 clusters Score -307459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -307465.593750 Penalty: 2401.250000
	Iteration 26Q: 3 clusters Score -307465.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -307470.812500 Penalty: 2401.250000
	Iteration 27Q: 3 clusters Score -307470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307475.375000 Penalty: 2401.250000
	Iteration 28Q: 3 clusters Score -307475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -307481.750000 Penalty: 2401.250000
	Iteration 29Q: 3 clusters Score -307481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -307488.875000 Penalty: 2401.250000
	Iteration 30Q: 3 clusters Score -307488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307496.156250 Penalty: 2401.250000
	Iteration 31Q: 3 clusters Score -307496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -307502.781250 Penalty: 2401.250000
	Iteration 32Q: 3 clusters Score -307502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307505.343750 Penalty: 2401.250000
	Iteration 33Q: 3 clusters Score -307505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307506.031250 Penalty: 2401.250000
	Iteration 34Q: 3 clusters Score -307506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -307506.843750 Penalty: 2401.250000
	Iteration 35Q: 3 clusters Score -307506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -307506.843750 Penalty: 2401.250000
	Iteration 36F: 3 clusters Score -307506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -937447.187500 Penalty: 1337.573608
	Iteration 0F: 2 clusters Score -937447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -931950.625000 Penalty: 2675.147217
	Iteration 0F: 3 clusters Score -931950.6 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -933646.250000 Penalty: 2675.147217
	Iteration 1F: 3 clusters Score -933646.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -933878.562500 Penalty: 2675.147217
	Iteration 2F: 3 clusters Score -933878.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -934016.312500 Penalty: 2675.147217
	Iteration 3Q: 3 clusters Score -934016.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -934100.375000 Penalty: 2675.147217
	Iteration 4Q: 3 clusters Score -934100.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -934156.062500 Penalty: 2675.147217
	Iteration 5Q: 3 clusters Score -934156.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -934198.312500 Penalty: 2675.147217
	Iteration 6Q: 3 clusters Score -934198.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -934230.062500 Penalty: 2675.147217
	Iteration 7Q: 3 clusters Score -934230.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -934264.937500 Penalty: 2675.147217
	Iteration 8Q: 3 clusters Score -934264.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -934300.812500 Penalty: 2675.147217
	Iteration 9Q: 3 clusters Score -934300.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -934331.625000 Penalty: 2675.147217
	Iteration 10Q: 3 clusters Score -934331.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -934363.500000 Penalty: 2675.147217
	Iteration 11Q: 3 clusters Score -934363.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -934391.000000 Penalty: 2675.147217
	Iteration 12Q: 3 clusters Score -934391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -934424.562500 Penalty: 2675.147217
	Iteration 13Q: 3 clusters Score -934424.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -934468.437500 Penalty: 2675.147217
	Iteration 14Q: 3 clusters Score -934468.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -934528.062500 Penalty: 2675.147217
	Iteration 15Q: 3 clusters Score -934528.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -934601.625000 Penalty: 2675.147217
	Iteration 16Q: 3 clusters Score -934601.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -934693.937500 Penalty: 2675.147217
	Iteration 17Q: 3 clusters Score -934693.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -934806.687500 Penalty: 2675.147217
	Iteration 18Q: 3 clusters Score -934806.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -934959.437500 Penalty: 2675.147217
	Iteration 19Q: 3 clusters Score -934959.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -935117.125000 Penalty: 2675.147217
	Iteration 20F: 3 clusters Score -935117.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -935281.750000 Penalty: 2675.147217
	Iteration 21Q: 3 clusters Score -935281.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -935467.187500 Penalty: 2675.147217
	Iteration 22Q: 3 clusters Score -935467.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -935647.750000 Penalty: 2675.147217
	Iteration 23Q: 3 clusters Score -935647.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -935818.500000 Penalty: 2675.147217
	Iteration 24Q: 3 clusters Score -935818.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -935954.937500 Penalty: 2675.147217
	Iteration 25Q: 3 clusters Score -935954.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -936068.812500 Penalty: 2675.147217
	Iteration 26Q: 3 clusters Score -936068.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -936149.437500 Penalty: 2675.147217
	Iteration 27Q: 3 clusters Score -936149.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -936210.250000 Penalty: 2675.147217
	Iteration 28Q: 3 clusters Score -936210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -936255.750000 Penalty: 2675.147217
	Iteration 29Q: 3 clusters Score -936255.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -936282.437500 Penalty: 2675.147217
	Iteration 30Q: 3 clusters Score -936282.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -936306.125000 Penalty: 2675.147217
	Iteration 31Q: 3 clusters Score -936306.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -936324.062500 Penalty: 2675.147217
	Iteration 32Q: 3 clusters Score -936324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -936337.937500 Penalty: 2675.147217
	Iteration 33Q: 3 clusters Score -936337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -936349.062500 Penalty: 2675.147217
	Iteration 34Q: 3 clusters Score -936349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -936367.375000 Penalty: 2675.147217
	Iteration 35Q: 3 clusters Score -936367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -936382.250000 Penalty: 2675.147217
	Iteration 36Q: 3 clusters Score -936382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -936388.125000 Penalty: 2675.147217
	Iteration 37Q: 3 clusters Score -936388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -936392.625000 Penalty: 2675.147217
	Iteration 38Q: 3 clusters Score -936392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -936395.562500 Penalty: 2675.147217
	Iteration 39Q: 3 clusters Score -936395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -936401.687500 Penalty: 2675.147217
	Iteration 40F: 3 clusters Score -936401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -936406.687500 Penalty: 2675.147217
	Iteration 41Q: 3 clusters Score -936406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -936413.500000 Penalty: 2675.147217
	Iteration 42Q: 3 clusters Score -936413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -936415.125000 Penalty: 2675.147217
	Iteration 43Q: 3 clusters Score -936415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -936415.937500 Penalty: 2675.147217
	Iteration 44Q: 3 clusters Score -936415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -936416.062500 Penalty: 2675.147217
	Iteration 45Q: 3 clusters Score -936416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -936417.687500 Penalty: 2675.147217
	Iteration 46Q: 3 clusters Score -936417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -936420.687500 Penalty: 2675.147217
	Iteration 47Q: 3 clusters Score -936420.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -936420.062500 Penalty: 2675.147217
	Iteration 48Q: 3 clusters Score -936420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -936423.937500 Penalty: 2675.147217
	Iteration 49Q: 3 clusters Score -936423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -936424.750000 Penalty: 2675.147217
	Iteration 50Q: 3 clusters Score -936424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -936425.875000 Penalty: 2675.147217
	Iteration 51Q: 3 clusters Score -936425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -936428.125000 Penalty: 2675.147217
	Iteration 52Q: 3 clusters Score -936428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -936430.125000 Penalty: 2675.147217
	Iteration 53Q: 3 clusters Score -936430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -936431.687500 Penalty: 2675.147217
	Iteration 54Q: 3 clusters Score -936431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -936431.687500 Penalty: 2675.147217
	Iteration 55F: 3 clusters Score -936431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61242.183594 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61242.18 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61490.566406 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61490.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61591.988281 Penalty: 1954.241699
	Iteration 2Q: 3 clusters Score -61591.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61649.640625 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61649.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61704.980469 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61704.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61770.328125 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61770.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61821.753906 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61821.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61856.355469 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61856.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61903.285156 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61903.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61917.863281 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61917.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61929.011719 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -61929.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61940.062500 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -61940.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61948.273438 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -61948.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61965.039062 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -61965.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61969.960938 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -61969.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61973.843750 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -61973.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61973.843750 Penalty: 1954.241699
	Iteration 16F: 3 clusters Score -61973.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Entering Unmasked Estep 
Score: -997127.625000 Penalty: 1353.992065
	Iteration 0F: 2 clusters Score -997127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -991040.062500 Penalty: 2707.984131
	Iteration 0F: 3 clusters Score -991040.1 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -993021.125000 Penalty: 2707.984131
	Iteration 1F: 3 clusters Score -993021.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -993342.500000 Penalty: 2707.984131
	Iteration 2F: 3 clusters Score -993342.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -993588.812500 Penalty: 2707.984131
	Iteration 3F: 3 clusters Score -993588.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -993787.000000 Penalty: 2707.984131
	Iteration 4Q: 3 clusters Score -993787 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -993946.125000 Penalty: 2707.984131
	Iteration 5Q: 3 clusters Score -993946.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -994106.562500 Penalty: 2707.984131
	Iteration 6Q: 3 clusters Score -994106.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -994252.687500 Penalty: 2707.984131
	Iteration 7Q: 3 clusters Score -994252.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -994385.562500 Penalty: 2707.984131
	Iteration 8Q: 3 clusters Score -994385.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -994532.937500 Penalty: 2707.984131
	Iteration 9Q: 3 clusters Score -994532.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -994680.500000 Penalty: 2707.984131
	Iteration 10Q: 3 clusters Score -994680.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -994834.000000 Penalty: 2707.984131
	Iteration 11Q: 3 clusters Score -994834 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -995004.437500 Penalty: 2707.984131
	Iteration 12Q: 3 clusters Score -995004.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -995154.062500 Penalty: 2707.984131
	Iteration 13Q: 3 clusters Score -995154.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -995260.500000 Penalty: 2707.984131
	Iteration 14Q: 3 clusters Score -995260.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -995347.312500 Penalty: 2707.984131
	Iteration 15Q: 3 clusters Score -995347.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -995417.750000 Penalty: 2707.984131
	Iteration 16Q: 3 clusters Score -995417.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -995490.625000 Penalty: 2707.984131
	Iteration 17Q: 3 clusters Score -995490.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -995553.187500 Penalty: 2707.984131
	Iteration 18Q: 3 clusters Score -995553.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -995602.687500 Penalty: 2707.984131
	Iteration 19Q: 3 clusters Score -995602.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -995656.500000 Penalty: 2707.984131
	Iteration 20F: 3 clusters Score -995656.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -995702.375000 Penalty: 2707.984131
	Iteration 21Q: 3 clusters Score -995702.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -995731.625000 Penalty: 2707.984131
	Iteration 22Q: 3 clusters Score -995731.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -995751.125000 Penalty: 2707.984131
	Iteration 23Q: 3 clusters Score -995751.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -995768.687500 Penalty: 2707.984131
	Iteration 24Q: 3 clusters Score -995768.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -995780.937500 Penalty: 2707.984131
	Iteration 25Q: 3 clusters Score -995780.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -995795.000000 Penalty: 2707.984131
	Iteration 26Q: 3 clusters Score -995795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -995804.000000 Penalty: 2707.984131
	Iteration 27Q: 3 clusters Score -995804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -995812.625000 Penalty: 2707.984131
	Iteration 28Q: 3 clusters Score -995812.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -995821.812500 Penalty: 2707.984131
	Iteration 29Q: 3 clusters Score -995821.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -995832.625000 Penalty: 2707.984131
	Iteration 30Q: 3 clusters Score -995832.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -995846.750000 Penalty: 2707.984131
	Iteration 31Q: 3 clusters Score -995846.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -995859.500000 Penalty: 2707.984131
	Iteration 32Q: 3 clusters Score -995859.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -995870.375000 Penalty: 2707.984131
	Iteration 33Q: 3 clusters Score -995870.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -995879.500000 Penalty: 2707.984131
	Iteration 34Q: 3 clusters Score -995879.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -995895.062500 Penalty: 2707.984131
	Iteration 35Q: 3 clusters Score -995895.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -995907.562500 Penalty: 2707.984131
	Iteration 36Q: 3 clusters Score -995907.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -995920.625000 Penalty: 2707.984131
	Iteration 37Q: 3 clusters Score -995920.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -995932.812500 Penalty: 2707.984131
	Iteration 38Q: 3 clusters Score -995932.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -995940.937500 Penalty: 2707.984131
	Iteration 39Q: 3 clusters Score -995940.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -995948.875000 Penalty: 2707.984131
	Iteration 40F: 3 clusters Score -995948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -995952.750000 Penalty: 2707.984131
	Iteration 41Q: 3 clusters Score -995952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -995956.812500 Penalty: 2707.984131
	Iteration 42Q: 3 clusters Score -995956.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -995968.000000 Penalty: 2707.984131
	Iteration 43Q: 3 clusters Score -995968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -995971.375000 Penalty: 2707.984131
	Iteration 44Q: 3 clusters Score -995971.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -995973.500000 Penalty: 2707.984131
	Iteration 45Q: 3 clusters Score -995973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -995975.062500 Penalty: 2707.984131
	Iteration 46Q: 3 clusters Score -995975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -995976.250000 Penalty: 2707.984131
	Iteration 47Q: 3 clusters Score -995976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -995979.312500 Penalty: 2707.984131
	Iteration 48Q: 3 clusters Score -995979.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -995984.062500 Penalty: 2707.984131
	Iteration 49Q: 3 clusters Score -995984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -995989.625000 Penalty: 2707.984131
	Iteration 50Q: 3 clusters Score -995989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -995992.000000 Penalty: 2707.984131
	Iteration 51Q: 3 clusters Score -995992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -995997.562500 Penalty: 2707.984131
	Iteration 52Q: 3 clusters Score -995997.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -996004.812500 Penalty: 2707.984131
	Iteration 53Q: 3 clusters Score -996004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -996009.437500 Penalty: 2707.984131
	Iteration 54Q: 3 clusters Score -996009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -996012.687500 Penalty: 2707.984131
	Iteration 55Q: 3 clusters Score -996012.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -996015.125000 Penalty: 2707.984131
	Iteration 56Q: 3 clusters Score -996015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -996018.250000 Penalty: 2707.984131
	Iteration 57Q: 3 clusters Score -996018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -996020.750000 Penalty: 2707.984131
	Iteration 58Q: 3 clusters Score -996020.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -996025.250000 Penalty: 2707.984131
	Iteration 59Q: 3 clusters Score -996025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -996035.000000 Penalty: 2707.984131
	Iteration 60F: 3 clusters Score -996035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -996044.687500 Penalty: 2707.984131
	Iteration 61Q: 3 clusters Score -996044.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -996047.125000 Penalty: 2707.984131
	Iteration 62Q: 3 clusters Score -996047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -996053.875000 Penalty: 2707.984131
	Iteration 63Q: 3 clusters Score -996053.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -996061.187500 Penalty: 2707.984131
	Iteration 64Q: 3 clusters Score -996061.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -996068.625000 Penalty: 2707.984131
	Iteration 65Q: 3 clusters Score -996068.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -996077.125000 Penalty: 2707.984131
	Iteration 66Q: 3 clusters Score -996077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -996082.437500 Penalty: 2707.984131
	Iteration 67Q: 3 clusters Score -996082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -996084.250000 Penalty: 2707.984131
	Iteration 68Q: 3 clusters Score -996084.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -996087.937500 Penalty: 2707.984131
	Iteration 69Q: 3 clusters Score -996087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -996091.500000 Penalty: 2707.984131
	Iteration 70Q: 3 clusters Score -996091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -996095.562500 Penalty: 2707.984131
	Iteration 71Q: 3 clusters Score -996095.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -996096.125000 Penalty: 2707.984131
	Iteration 72Q: 3 clusters Score -996096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -996096.750000 Penalty: 2707.984131
	Iteration 73Q: 3 clusters Score -996096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -996097.750000 Penalty: 2707.984131
	Iteration 74Q: 3 clusters Score -996097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -996097.687500 Penalty: 2707.984131
	Iteration 75Q: 3 clusters Score -996097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -996099.000000 Penalty: 2707.984131
	Iteration 76Q: 3 clusters Score -996099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -996099.375000 Penalty: 2707.984131
	Iteration 77Q: 3 clusters Score -996099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -996098.687500 Penalty: 2707.984131
	Iteration 78Q: 3 clusters Score -996098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -996098.687500 Penalty: 2707.984131
	Iteration 79F: 3 clusters Score -996098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Entering Unmasked Estep 
Score: -1198964.750000 Penalty: 1382.911865
	Iteration 0F: 2 clusters Score -1198965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1191688.500000 Penalty: 2765.823730
	Iteration 0F: 3 clusters Score -1191688 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1194095.625000 Penalty: 2765.823730
	Iteration 1F: 3 clusters Score -1194096 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1194568.250000 Penalty: 2765.823730
	Iteration 2F: 3 clusters Score -1194568 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1195015.625000 Penalty: 2765.823730
	Iteration 3F: 3 clusters Score -1195016 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1195493.750000 Penalty: 2765.823730
	Iteration 4F: 3 clusters Score -1195494 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1195939.250000 Penalty: 2765.823730
	Iteration 5F: 3 clusters Score -1195939 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1196301.625000 Penalty: 2765.823730
	Iteration 6F: 3 clusters Score -1196302 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1196611.250000 Penalty: 2765.823730
	Iteration 7Q: 3 clusters Score -1196611 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1196878.250000 Penalty: 2765.823730
	Iteration 8Q: 3 clusters Score -1196878 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1197081.500000 Penalty: 2765.823730
	Iteration 9Q: 3 clusters Score -1197082 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1197227.250000 Penalty: 2765.823730
	Iteration 10Q: 3 clusters Score -1197227 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1197335.000000 Penalty: 2765.823730
	Iteration 11Q: 3 clusters Score -1197335 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1197429.750000 Penalty: 2765.823730
	Iteration 12Q: 3 clusters Score -1197430 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1197495.250000 Penalty: 2765.823730
	Iteration 13Q: 3 clusters Score -1197495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1197550.375000 Penalty: 2765.823730
	Iteration 14Q: 3 clusters Score -1197550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1197609.625000 Penalty: 2765.823730
	Iteration 15Q: 3 clusters Score -1197610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1197661.750000 Penalty: 2765.823730
	Iteration 16Q: 3 clusters Score -1197662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1197703.625000 Penalty: 2765.823730
	Iteration 17Q: 3 clusters Score -1197704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1197743.875000 Penalty: 2765.823730
	Iteration 18Q: 3 clusters Score -1197744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1197781.000000 Penalty: 2765.823730
	Iteration 19Q: 3 clusters Score -1197781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1197813.375000 Penalty: 2765.823730
	Iteration 20F: 3 clusters Score -1197813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1197842.125000 Penalty: 2765.823730
	Iteration 21Q: 3 clusters Score -1197842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1197865.000000 Penalty: 2765.823730
	Iteration 22Q: 3 clusters Score -1197865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1197886.375000 Penalty: 2765.823730
	Iteration 23Q: 3 clusters Score -1197886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1197905.875000 Penalty: 2765.823730
	Iteration 24Q: 3 clusters Score -1197906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1197924.125000 Penalty: 2765.823730
	Iteration 25Q: 3 clusters Score -1197924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1197944.250000 Penalty: 2765.823730
	Iteration 26Q: 3 clusters Score -1197944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1197967.125000 Penalty: 2765.823730
	Iteration 27Q: 3 clusters Score -1197967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1197983.250000 Penalty: 2765.823730
	Iteration 28Q: 3 clusters Score -1197983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1197990.000000 Penalty: 2765.823730
	Iteration 29Q: 3 clusters Score -1197990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1198004.250000 Penalty: 2765.823730
	Iteration 30Q: 3 clusters Score -1198004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1198017.500000 Penalty: 2765.823730
	Iteration 31Q: 3 clusters Score -1198018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1198034.375000 Penalty: 2765.823730
	Iteration 32Q: 3 clusters Score -1198034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1198050.625000 Penalty: 2765.823730
	Iteration 33Q: 3 clusters Score -1198051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1198057.500000 Penalty: 2765.823730
	Iteration 34Q: 3 clusters Score -1198058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1198067.500000 Penalty: 2765.823730
	Iteration 35Q: 3 clusters Score -1198068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1198073.375000 Penalty: 2765.823730
	Iteration 36Q: 3 clusters Score -1198073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1198078.500000 Penalty: 2765.823730
	Iteration 37Q: 3 clusters Score -1198078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1198087.125000 Penalty: 2765.823730
	Iteration 38Q: 3 clusters Score -1198087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1198091.375000 Penalty: 2765.823730
	Iteration 39Q: 3 clusters Score -1198091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1198095.500000 Penalty: 2765.823730
	Iteration 40F: 3 clusters Score -1198096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1198094.500000 Penalty: 2765.823730
	Iteration 41Q: 3 clusters Score -1198094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1198094.250000 Penalty: 2765.823730
	Iteration 42Q: 3 clusters Score -1198094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1198095.750000 Penalty: 2765.823730
	Iteration 43Q: 3 clusters Score -1198096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1198098.375000 Penalty: 2765.823730
	Iteration 44Q: 3 clusters Score -1198098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1198098.750000 Penalty: 2765.823730
	Iteration 45Q: 3 clusters Score -1198099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1198098.625000 Penalty: 2765.823730
	Iteration 46Q: 3 clusters Score -1198099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1198098.500000 Penalty: 2765.823730
	Iteration 47Q: 3 clusters Score -1198098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1198099.625000 Penalty: 2765.823730
	Iteration 48Q: 3 clusters Score -1198100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1198098.000000 Penalty: 2765.823730
	Iteration 49Q: 3 clusters Score -1198098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1198098.250000 Penalty: 2765.823730
	Iteration 50Q: 3 clusters Score -1198098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1198098.250000 Penalty: 2765.823730
	Iteration 51F: 3 clusters Score -1198098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -473272.500000 Penalty: 1243.210571
	Iteration 0F: 2 clusters Score -473272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -470117.781250 Penalty: 2486.421143
	Iteration 0F: 3 clusters Score -470117.8 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470976.875000 Penalty: 2486.421143
	Iteration 1F: 3 clusters Score -470976.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -471142.843750 Penalty: 2486.421143
	Iteration 2F: 3 clusters Score -471142.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -471247.343750 Penalty: 2486.421143
	Iteration 3Q: 3 clusters Score -471247.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -471310.250000 Penalty: 2486.421143
	Iteration 4Q: 3 clusters Score -471310.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -471368.468750 Penalty: 2486.421143
	Iteration 5Q: 3 clusters Score -471368.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -471416.187500 Penalty: 2486.421143
	Iteration 6Q: 3 clusters Score -471416.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -471447.312500 Penalty: 2486.421143
	Iteration 7Q: 3 clusters Score -471447.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -471481.656250 Penalty: 2486.421143
	Iteration 8Q: 3 clusters Score -471481.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -471512.000000 Penalty: 2486.421143
	Iteration 9Q: 3 clusters Score -471512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -471539.093750 Penalty: 2486.421143
	Iteration 10Q: 3 clusters Score -471539.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -471559.468750 Penalty: 2486.421143
	Iteration 11Q: 3 clusters Score -471559.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -471576.937500 Penalty: 2486.421143
	Iteration 12Q: 3 clusters Score -471576.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -471596.500000 Penalty: 2486.421143
	Iteration 13Q: 3 clusters Score -471596.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -471613.468750 Penalty: 2486.421143
	Iteration 14Q: 3 clusters Score -471613.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -471630.062500 Penalty: 2486.421143
	Iteration 15Q: 3 clusters Score -471630.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -471640.625000 Penalty: 2486.421143
	Iteration 16Q: 3 clusters Score -471640.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -471650.125000 Penalty: 2486.421143
	Iteration 17Q: 3 clusters Score -471650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -471656.281250 Penalty: 2486.421143
	Iteration 18Q: 3 clusters Score -471656.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -471660.406250 Penalty: 2486.421143
	Iteration 19Q: 3 clusters Score -471660.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -471662.843750 Penalty: 2486.421143
	Iteration 20F: 3 clusters Score -471662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -471666.531250 Penalty: 2486.421143
	Iteration 21Q: 3 clusters Score -471666.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -471670.812500 Penalty: 2486.421143
	Iteration 22Q: 3 clusters Score -471670.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -471675.031250 Penalty: 2486.421143
	Iteration 23Q: 3 clusters Score -471675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471679.968750 Penalty: 2486.421143
	Iteration 24Q: 3 clusters Score -471680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -471683.968750 Penalty: 2486.421143
	Iteration 25Q: 3 clusters Score -471684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -471691.968750 Penalty: 2486.421143
	Iteration 26Q: 3 clusters Score -471692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471697.781250 Penalty: 2486.421143
	Iteration 27Q: 3 clusters Score -471697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -471697.843750 Penalty: 2486.421143
	Iteration 28Q: 3 clusters Score -471697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471700.031250 Penalty: 2486.421143
	Iteration 29Q: 3 clusters Score -471700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -471703.781250 Penalty: 2486.421143
	Iteration 30Q: 3 clusters Score -471703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -471705.062500 Penalty: 2486.421143
	Iteration 31Q: 3 clusters Score -471705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -471705.531250 Penalty: 2486.421143
	Iteration 32Q: 3 clusters Score -471705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471706.031250 Penalty: 2486.421143
	Iteration 33Q: 3 clusters Score -471706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471706.031250 Penalty: 2486.421143
	Iteration 34F: 3 clusters Score -471706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -943217.437500 Penalty: 1347.831055
	Iteration 0F: 2 clusters Score -943217.4 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 4257 members 
Entering Unmasked Estep 
Score: -937396.937500 Penalty: 2695.662109
	Iteration 0F: 3 clusters Score -937396.9 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -939502.750000 Penalty: 2695.662109
	Iteration 1F: 3 clusters Score -939502.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -939957.312500 Penalty: 2695.662109
	Iteration 2F: 3 clusters Score -939957.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -940369.125000 Penalty: 2695.662109
	Iteration 3F: 3 clusters Score -940369.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -940704.937500 Penalty: 2695.662109
	Iteration 4F: 3 clusters Score -940704.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -940984.937500 Penalty: 2695.662109
	Iteration 5F: 3 clusters Score -940984.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -941181.687500 Penalty: 2695.662109
	Iteration 6Q: 3 clusters Score -941181.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -941319.062500 Penalty: 2695.662109
	Iteration 7Q: 3 clusters Score -941319.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -941424.625000 Penalty: 2695.662109
	Iteration 8Q: 3 clusters Score -941424.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -941507.375000 Penalty: 2695.662109
	Iteration 9Q: 3 clusters Score -941507.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -941573.500000 Penalty: 2695.662109
	Iteration 10Q: 3 clusters Score -941573.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -941629.562500 Penalty: 2695.662109
	Iteration 11Q: 3 clusters Score -941629.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -941690.312500 Penalty: 2695.662109
	Iteration 12Q: 3 clusters Score -941690.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -941747.750000 Penalty: 2695.662109
	Iteration 13Q: 3 clusters Score -941747.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -941794.062500 Penalty: 2695.662109
	Iteration 14Q: 3 clusters Score -941794.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -941834.312500 Penalty: 2695.662109
	Iteration 15Q: 3 clusters Score -941834.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -941882.937500 Penalty: 2695.662109
	Iteration 16Q: 3 clusters Score -941882.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -941920.250000 Penalty: 2695.662109
	Iteration 17Q: 3 clusters Score -941920.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -941968.375000 Penalty: 2695.662109
	Iteration 18Q: 3 clusters Score -941968.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -942013.312500 Penalty: 2695.662109
	Iteration 19Q: 3 clusters Score -942013.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -942049.250000 Penalty: 2695.662109
	Iteration 20F: 3 clusters Score -942049.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -942089.937500 Penalty: 2695.662109
	Iteration 21Q: 3 clusters Score -942089.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -942127.437500 Penalty: 2695.662109
	Iteration 22Q: 3 clusters Score -942127.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -942163.062500 Penalty: 2695.662109
	Iteration 23Q: 3 clusters Score -942163.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -942192.437500 Penalty: 2695.662109
	Iteration 24Q: 3 clusters Score -942192.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -942210.437500 Penalty: 2695.662109
	Iteration 25Q: 3 clusters Score -942210.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -942224.437500 Penalty: 2695.662109
	Iteration 26Q: 3 clusters Score -942224.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -942238.375000 Penalty: 2695.662109
	Iteration 27Q: 3 clusters Score -942238.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -942250.000000 Penalty: 2695.662109
	Iteration 28Q: 3 clusters Score -942250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -942261.375000 Penalty: 2695.662109
	Iteration 29Q: 3 clusters Score -942261.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -942280.437500 Penalty: 2695.662109
	Iteration 30Q: 3 clusters Score -942280.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -942292.750000 Penalty: 2695.662109
	Iteration 31Q: 3 clusters Score -942292.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -942306.937500 Penalty: 2695.662109
	Iteration 32Q: 3 clusters Score -942306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -942313.625000 Penalty: 2695.662109
	Iteration 33Q: 3 clusters Score -942313.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -942324.937500 Penalty: 2695.662109
	Iteration 34Q: 3 clusters Score -942324.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -942334.000000 Penalty: 2695.662109
	Iteration 35Q: 3 clusters Score -942334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -942344.500000 Penalty: 2695.662109
	Iteration 36Q: 3 clusters Score -942344.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -942355.062500 Penalty: 2695.662109
	Iteration 37Q: 3 clusters Score -942355.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -942373.625000 Penalty: 2695.662109
	Iteration 38Q: 3 clusters Score -942373.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -942395.062500 Penalty: 2695.662109
	Iteration 39Q: 3 clusters Score -942395.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -942424.375000 Penalty: 2695.662109
	Iteration 40F: 3 clusters Score -942424.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -942444.375000 Penalty: 2695.662109
	Iteration 41Q: 3 clusters Score -942444.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -942466.250000 Penalty: 2695.662109
	Iteration 42Q: 3 clusters Score -942466.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -942476.000000 Penalty: 2695.662109
	Iteration 43Q: 3 clusters Score -942476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -942489.125000 Penalty: 2695.662109
	Iteration 44Q: 3 clusters Score -942489.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -942500.562500 Penalty: 2695.662109
	Iteration 45Q: 3 clusters Score -942500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -942511.625000 Penalty: 2695.662109
	Iteration 46Q: 3 clusters Score -942511.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -942517.812500 Penalty: 2695.662109
	Iteration 47Q: 3 clusters Score -942517.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -942527.812500 Penalty: 2695.662109
	Iteration 48Q: 3 clusters Score -942527.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -942535.312500 Penalty: 2695.662109
	Iteration 49Q: 3 clusters Score -942535.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -942542.562500 Penalty: 2695.662109
	Iteration 50Q: 3 clusters Score -942542.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -942550.375000 Penalty: 2695.662109
	Iteration 51Q: 3 clusters Score -942550.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -942557.812500 Penalty: 2695.662109
	Iteration 52Q: 3 clusters Score -942557.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -942566.312500 Penalty: 2695.662109
	Iteration 53Q: 3 clusters Score -942566.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -942573.437500 Penalty: 2695.662109
	Iteration 54Q: 3 clusters Score -942573.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -942578.812500 Penalty: 2695.662109
	Iteration 55Q: 3 clusters Score -942578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -942584.562500 Penalty: 2695.662109
	Iteration 56Q: 3 clusters Score -942584.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -942586.437500 Penalty: 2695.662109
	Iteration 57Q: 3 clusters Score -942586.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -942589.375000 Penalty: 2695.662109
	Iteration 58Q: 3 clusters Score -942589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -942591.375000 Penalty: 2695.662109
	Iteration 59Q: 3 clusters Score -942591.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -942596.500000 Penalty: 2695.662109
	Iteration 60F: 3 clusters Score -942596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -942596.562500 Penalty: 2695.662109
	Iteration 61Q: 3 clusters Score -942596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -942598.187500 Penalty: 2695.662109
	Iteration 62Q: 3 clusters Score -942598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -942599.875000 Penalty: 2695.662109
	Iteration 63Q: 3 clusters Score -942599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -942599.187500 Penalty: 2695.662109
	Iteration 64Q: 3 clusters Score -942599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -942599.187500 Penalty: 2695.662109
	Iteration 65F: 3 clusters Score -942599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Entering Unmasked Estep 
Score: -5153899.000000 Penalty: 1590.978394
	Iteration 0F: 2 clusters Score -5153899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5125349.000000 Penalty: 3181.956787
	Iteration 0F: 3 clusters Score -5125349 nChanged 20078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5136432.500000 Penalty: 3181.956787
	Iteration 1F: 3 clusters Score -5136432 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5136991.500000 Penalty: 3181.956787
	Iteration 2Q: 3 clusters Score -5136992 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5137594.000000 Penalty: 3181.956787
	Iteration 3Q: 3 clusters Score -5137594 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5138254.500000 Penalty: 3181.956787
	Iteration 4Q: 3 clusters Score -5138254 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5138968.000000 Penalty: 3181.956787
	Iteration 5Q: 3 clusters Score -5138968 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -5139822.000000 Penalty: 3181.956787
	Iteration 6Q: 3 clusters Score -5139822 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5140891.000000 Penalty: 3181.956787
	Iteration 7Q: 3 clusters Score -5140891 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5142189.500000 Penalty: 3181.956787
	Iteration 8Q: 3 clusters Score -5142190 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5143636.500000 Penalty: 3181.956787
	Iteration 9F: 3 clusters Score -5143636 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5144979.500000 Penalty: 3181.956787
	Iteration 10F: 3 clusters Score -5144980 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5145919.000000 Penalty: 3181.956787
	Iteration 11Q: 3 clusters Score -5145919 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5146367.500000 Penalty: 3181.956787
	Iteration 12Q: 3 clusters Score -5146368 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5146605.500000 Penalty: 3181.956787
	Iteration 13Q: 3 clusters Score -5146606 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5146738.500000 Penalty: 3181.956787
	Iteration 14Q: 3 clusters Score -5146738 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5146867.500000 Penalty: 3181.956787
	Iteration 15Q: 3 clusters Score -5146868 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5146986.500000 Penalty: 3181.956787
	Iteration 16Q: 3 clusters Score -5146986 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -5147041.500000 Penalty: 3181.956787
	Iteration 17Q: 3 clusters Score -5147042 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5147132.000000 Penalty: 3181.956787
	Iteration 18Q: 3 clusters Score -5147132 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -5147285.500000 Penalty: 3181.956787
	Iteration 19Q: 3 clusters Score -5147286 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5147426.500000 Penalty: 3181.956787
	Iteration 20F: 3 clusters Score -5147426 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5147518.500000 Penalty: 3181.956787
	Iteration 21Q: 3 clusters Score -5147518 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5147615.500000 Penalty: 3181.956787
	Iteration 22Q: 3 clusters Score -5147616 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5147708.000000 Penalty: 3181.956787
	Iteration 23Q: 3 clusters Score -5147708 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5147809.000000 Penalty: 3181.956787
	Iteration 24Q: 3 clusters Score -5147809 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -5147892.000000 Penalty: 3181.956787
	Iteration 25Q: 3 clusters Score -5147892 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5147991.500000 Penalty: 3181.956787
	Iteration 26Q: 3 clusters Score -5147992 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -5148091.500000 Penalty: 3181.956787
	Iteration 27Q: 3 clusters Score -5148092 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5148190.000000 Penalty: 3181.956787
	Iteration 28Q: 3 clusters Score -5148190 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5148265.000000 Penalty: 3181.956787
	Iteration 29Q: 3 clusters Score -5148265 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5148359.500000 Penalty: 3181.956787
	Iteration 30Q: 3 clusters Score -5148360 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -5148444.000000 Penalty: 3181.956787
	Iteration 31Q: 3 clusters Score -5148444 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5148517.000000 Penalty: 3181.956787
	Iteration 32Q: 3 clusters Score -5148517 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5148549.500000 Penalty: 3181.956787
	Iteration 33Q: 3 clusters Score -5148550 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -5148608.500000 Penalty: 3181.956787
	Iteration 34Q: 3 clusters Score -5148608 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5148673.000000 Penalty: 3181.956787
	Iteration 35Q: 3 clusters Score -5148673 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -5148715.000000 Penalty: 3181.956787
	Iteration 36Q: 3 clusters Score -5148715 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5148769.000000 Penalty: 3181.956787
	Iteration 37Q: 3 clusters Score -5148769 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -5148814.000000 Penalty: 3181.956787
	Iteration 38Q: 3 clusters Score -5148814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -5148852.500000 Penalty: 3181.956787
	Iteration 39Q: 3 clusters Score -5148852 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5148869.500000 Penalty: 3181.956787
	Iteration 40F: 3 clusters Score -5148870 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5148885.000000 Penalty: 3181.956787
	Iteration 41Q: 3 clusters Score -5148885 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5148915.500000 Penalty: 3181.956787
	Iteration 42Q: 3 clusters Score -5148916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5148982.000000 Penalty: 3181.956787
	Iteration 43Q: 3 clusters Score -5148982 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5149015.000000 Penalty: 3181.956787
	Iteration 44Q: 3 clusters Score -5149015 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5149063.500000 Penalty: 3181.956787
	Iteration 45Q: 3 clusters Score -5149064 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5149084.500000 Penalty: 3181.956787
	Iteration 46Q: 3 clusters Score -5149084 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5149169.500000 Penalty: 3181.956787
	Iteration 47Q: 3 clusters Score -5149170 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5149232.500000 Penalty: 3181.956787
	Iteration 48Q: 3 clusters Score -5149232 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5149279.000000 Penalty: 3181.956787
	Iteration 49Q: 3 clusters Score -5149279 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5149339.000000 Penalty: 3181.956787
	Iteration 50Q: 3 clusters Score -5149339 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5149400.000000 Penalty: 3181.956787
	Iteration 51Q: 3 clusters Score -5149400 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5149447.500000 Penalty: 3181.956787
	Iteration 52Q: 3 clusters Score -5149448 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5149494.000000 Penalty: 3181.956787
	Iteration 53Q: 3 clusters Score -5149494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5149590.000000 Penalty: 3181.956787
	Iteration 54Q: 3 clusters Score -5149590 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -5149678.000000 Penalty: 3181.956787
	Iteration 55Q: 3 clusters Score -5149678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5149768.500000 Penalty: 3181.956787
	Iteration 56Q: 3 clusters Score -5149768 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -5149852.500000 Penalty: 3181.956787
	Iteration 57Q: 3 clusters Score -5149852 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -5149940.500000 Penalty: 3181.956787
	Iteration 58Q: 3 clusters Score -5149940 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -5150022.500000 Penalty: 3181.956787
	Iteration 59Q: 3 clusters Score -5150022 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -5150152.500000 Penalty: 3181.956787
	Iteration 60F: 3 clusters Score -5150152 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5150297.000000 Penalty: 3181.956787
	Iteration 61Q: 3 clusters Score -5150297 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5150457.500000 Penalty: 3181.956787
	Iteration 62Q: 3 clusters Score -5150458 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -5150634.500000 Penalty: 3181.956787
	Iteration 63Q: 3 clusters Score -5150634 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5150813.000000 Penalty: 3181.956787
	Iteration 64Q: 3 clusters Score -5150813 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -5151005.000000 Penalty: 3181.956787
	Iteration 65Q: 3 clusters Score -5151005 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5151184.000000 Penalty: 3181.956787
	Iteration 66Q: 3 clusters Score -5151184 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5151323.500000 Penalty: 3181.956787
	Iteration 67Q: 3 clusters Score -5151324 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5151465.000000 Penalty: 3181.956787
	Iteration 68Q: 3 clusters Score -5151465 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -5151552.500000 Penalty: 3181.956787
	Iteration 69Q: 3 clusters Score -5151552 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -5151642.000000 Penalty: 3181.956787
	Iteration 70Q: 3 clusters Score -5151642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -5151692.500000 Penalty: 3181.956787
	Iteration 71Q: 3 clusters Score -5151692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5151761.000000 Penalty: 3181.956787
	Iteration 72Q: 3 clusters Score -5151761 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -5151807.500000 Penalty: 3181.956787
	Iteration 73Q: 3 clusters Score -5151808 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5151862.500000 Penalty: 3181.956787
	Iteration 74Q: 3 clusters Score -5151862 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5151923.000000 Penalty: 3181.956787
	Iteration 75Q: 3 clusters Score -5151923 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5151992.500000 Penalty: 3181.956787
	Iteration 76Q: 3 clusters Score -5151992 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5152034.500000 Penalty: 3181.956787
	Iteration 77Q: 3 clusters Score -5152034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -5152084.500000 Penalty: 3181.956787
	Iteration 78Q: 3 clusters Score -5152084 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5152126.000000 Penalty: 3181.956787
	Iteration 79Q: 3 clusters Score -5152126 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5152176.000000 Penalty: 3181.956787
	Iteration 80F: 3 clusters Score -5152176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5152210.000000 Penalty: 3181.956787
	Iteration 81Q: 3 clusters Score -5152210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5152255.500000 Penalty: 3181.956787
	Iteration 82Q: 3 clusters Score -5152256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5152293.500000 Penalty: 3181.956787
	Iteration 83Q: 3 clusters Score -5152294 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5152323.000000 Penalty: 3181.956787
	Iteration 84Q: 3 clusters Score -5152323 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5152351.000000 Penalty: 3181.956787
	Iteration 85Q: 3 clusters Score -5152351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5152379.000000 Penalty: 3181.956787
	Iteration 86Q: 3 clusters Score -5152379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5152390.500000 Penalty: 3181.956787
	Iteration 87Q: 3 clusters Score -5152390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5152423.500000 Penalty: 3181.956787
	Iteration 88Q: 3 clusters Score -5152424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5152439.500000 Penalty: 3181.956787
	Iteration 89Q: 3 clusters Score -5152440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5152468.500000 Penalty: 3181.956787
	Iteration 90Q: 3 clusters Score -5152468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5152496.500000 Penalty: 3181.956787
	Iteration 91Q: 3 clusters Score -5152496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5152515.500000 Penalty: 3181.956787
	Iteration 92Q: 3 clusters Score -5152516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5152540.500000 Penalty: 3181.956787
	Iteration 93Q: 3 clusters Score -5152540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5152573.500000 Penalty: 3181.956787
	Iteration 94Q: 3 clusters Score -5152574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5152592.000000 Penalty: 3181.956787
	Iteration 95Q: 3 clusters Score -5152592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5152598.500000 Penalty: 3181.956787
	Iteration 96Q: 3 clusters Score -5152598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5152609.500000 Penalty: 3181.956787
	Iteration 97Q: 3 clusters Score -5152610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5152631.000000 Penalty: 3181.956787
	Iteration 98Q: 3 clusters Score -5152631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5152660.500000 Penalty: 3181.956787
	Iteration 99Q: 3 clusters Score -5152660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5152698.500000 Penalty: 3181.956787
	Iteration 100F: 3 clusters Score -5152698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5152710.500000 Penalty: 3181.956787
	Iteration 101Q: 3 clusters Score -5152710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5152719.000000 Penalty: 3181.956787
	Iteration 102Q: 3 clusters Score -5152719 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5152745.000000 Penalty: 3181.956787
	Iteration 103Q: 3 clusters Score -5152745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5152761.000000 Penalty: 3181.956787
	Iteration 104Q: 3 clusters Score -5152761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5152758.000000 Penalty: 3181.956787
	Iteration 105Q: 3 clusters Score -5152758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5152767.500000 Penalty: 3181.956787
	Iteration 106Q: 3 clusters Score -5152768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5152770.000000 Penalty: 3181.956787
	Iteration 107Q: 3 clusters Score -5152770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5152784.000000 Penalty: 3181.956787
	Iteration 108Q: 3 clusters Score -5152784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5152781.000000 Penalty: 3181.956787
	Iteration 109Q: 3 clusters Score -5152781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5152785.500000 Penalty: 3181.956787
	Iteration 110Q: 3 clusters Score -5152786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5152790.000000 Penalty: 3181.956787
	Iteration 111Q: 3 clusters Score -5152790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5152789.000000 Penalty: 3181.956787
	Iteration 112Q: 3 clusters Score -5152789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5152799.000000 Penalty: 3181.956787
	Iteration 113Q: 3 clusters Score -5152799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5152803.500000 Penalty: 3181.956787
	Iteration 114Q: 3 clusters Score -5152804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5152813.000000 Penalty: 3181.956787
	Iteration 115Q: 3 clusters Score -5152813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5152820.500000 Penalty: 3181.956787
	Iteration 116Q: 3 clusters Score -5152820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5152826.500000 Penalty: 3181.956787
	Iteration 117Q: 3 clusters Score -5152826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5152822.000000 Penalty: 3181.956787
	Iteration 118Q: 3 clusters Score -5152822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5152822.500000 Penalty: 3181.956787
	Iteration 119Q: 3 clusters Score -5152822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5152824.000000 Penalty: 3181.956787
	Iteration 120F: 3 clusters Score -5152824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5152826.500000 Penalty: 3181.956787
	Iteration 121Q: 3 clusters Score -5152826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5152829.000000 Penalty: 3181.956787
	Iteration 122Q: 3 clusters Score -5152829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5152827.000000 Penalty: 3181.956787
	Iteration 123Q: 3 clusters Score -5152827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5152829.500000 Penalty: 3181.956787
	Iteration 124Q: 3 clusters Score -5152830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5152823.000000 Penalty: 3181.956787
	Iteration 125Q: 3 clusters Score -5152823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5152830.500000 Penalty: 3181.956787
	Iteration 126Q: 3 clusters Score -5152830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5152831.500000 Penalty: 3181.956787
	Iteration 127Q: 3 clusters Score -5152832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5152833.000000 Penalty: 3181.956787
	Iteration 128Q: 3 clusters Score -5152833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5152833.000000 Penalty: 3181.956787
	Iteration 129F: 3 clusters Score -5152833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -160206.359375 Penalty: 1089.195923
	Iteration 0F: 2 clusters Score -160206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158672.203125 Penalty: 2178.391846
	Iteration 0F: 3 clusters Score -158672.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159069.109375 Penalty: 2178.391846
	Iteration 1F: 3 clusters Score -159069.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -159196.750000 Penalty: 2178.391846
	Iteration 2F: 3 clusters Score -159196.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -159267.000000 Penalty: 2178.391846
	Iteration 3Q: 3 clusters Score -159267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159321.453125 Penalty: 2178.391846
	Iteration 4Q: 3 clusters Score -159321.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159361.031250 Penalty: 2178.391846
	Iteration 5Q: 3 clusters Score -159361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159391.203125 Penalty: 2178.391846
	Iteration 6Q: 3 clusters Score -159391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159408.625000 Penalty: 2178.391846
	Iteration 7Q: 3 clusters Score -159408.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159423.703125 Penalty: 2178.391846
	Iteration 8Q: 3 clusters Score -159423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -159438.625000 Penalty: 2178.391846
	Iteration 9Q: 3 clusters Score -159438.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159455.875000 Penalty: 2178.391846
	Iteration 10Q: 3 clusters Score -159455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159460.500000 Penalty: 2178.391846
	Iteration 11Q: 3 clusters Score -159460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159469.984375 Penalty: 2178.391846
	Iteration 12Q: 3 clusters Score -159470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159475.671875 Penalty: 2178.391846
	Iteration 13Q: 3 clusters Score -159475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159477.703125 Penalty: 2178.391846
	Iteration 14Q: 3 clusters Score -159477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -159479.343750 Penalty: 2178.391846
	Iteration 15Q: 3 clusters Score -159479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159481.875000 Penalty: 2178.391846
	Iteration 16Q: 3 clusters Score -159481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159484.890625 Penalty: 2178.391846
	Iteration 17Q: 3 clusters Score -159484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159489.484375 Penalty: 2178.391846
	Iteration 18Q: 3 clusters Score -159489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159494.890625 Penalty: 2178.391846
	Iteration 19Q: 3 clusters Score -159494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159496.593750 Penalty: 2178.391846
	Iteration 20F: 3 clusters Score -159496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159497.078125 Penalty: 2178.391846
	Iteration 21Q: 3 clusters Score -159497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159498.406250 Penalty: 2178.391846
	Iteration 22Q: 3 clusters Score -159498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -159499.109375 Penalty: 2178.391846
	Iteration 23Q: 3 clusters Score -159499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159499.796875 Penalty: 2178.391846
	Iteration 24Q: 3 clusters Score -159499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159499.796875 Penalty: 2178.391846
	Iteration 25F: 3 clusters Score -159499.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Entering Unmasked Estep 
Score: -3237280.250000 Penalty: 1520.477417
	Iteration 0F: 2 clusters Score -3237280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3219456.500000 Penalty: 3040.954834
	Iteration 0F: 3 clusters Score -3219456 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3226377.750000 Penalty: 3040.954834
	Iteration 1F: 3 clusters Score -3226378 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3227093.750000 Penalty: 3040.954834
	Iteration 2F: 3 clusters Score -3227094 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3227762.000000 Penalty: 3040.954834
	Iteration 3F: 3 clusters Score -3227762 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3228399.000000 Penalty: 3040.954834
	Iteration 4F: 3 clusters Score -3228399 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3229111.500000 Penalty: 3040.954834
	Iteration 5F: 3 clusters Score -3229112 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3229901.000000 Penalty: 3040.954834
	Iteration 6F: 3 clusters Score -3229901 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3230830.750000 Penalty: 3040.954834
	Iteration 7F: 3 clusters Score -3230831 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3231868.750000 Penalty: 3040.954834
	Iteration 8F: 3 clusters Score -3231869 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3232962.250000 Penalty: 3040.954834
	Iteration 9F: 3 clusters Score -3232962 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3233985.750000 Penalty: 3040.954834
	Iteration 10Q: 3 clusters Score -3233986 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3234781.000000 Penalty: 3040.954834
	Iteration 11Q: 3 clusters Score -3234781 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3235309.500000 Penalty: 3040.954834
	Iteration 12Q: 3 clusters Score -3235310 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3235708.750000 Penalty: 3040.954834
	Iteration 13Q: 3 clusters Score -3235709 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3236011.500000 Penalty: 3040.954834
	Iteration 14Q: 3 clusters Score -3236012 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3236260.500000 Penalty: 3040.954834
	Iteration 15Q: 3 clusters Score -3236260 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3236447.000000 Penalty: 3040.954834
	Iteration 16Q: 3 clusters Score -3236447 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3236561.000000 Penalty: 3040.954834
	Iteration 17Q: 3 clusters Score -3236561 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3236645.000000 Penalty: 3040.954834
	Iteration 18Q: 3 clusters Score -3236645 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3236710.000000 Penalty: 3040.954834
	Iteration 19Q: 3 clusters Score -3236710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3236746.000000 Penalty: 3040.954834
	Iteration 20F: 3 clusters Score -3236746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3236802.750000 Penalty: 3040.954834
	Iteration 21Q: 3 clusters Score -3236803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3236834.000000 Penalty: 3040.954834
	Iteration 22Q: 3 clusters Score -3236834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3236862.500000 Penalty: 3040.954834
	Iteration 23Q: 3 clusters Score -3236862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3236876.500000 Penalty: 3040.954834
	Iteration 24Q: 3 clusters Score -3236876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3236900.500000 Penalty: 3040.954834
	Iteration 25Q: 3 clusters Score -3236900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3236925.250000 Penalty: 3040.954834
	Iteration 26Q: 3 clusters Score -3236925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3236942.250000 Penalty: 3040.954834
	Iteration 27Q: 3 clusters Score -3236942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3236949.000000 Penalty: 3040.954834
	Iteration 28Q: 3 clusters Score -3236949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3236953.500000 Penalty: 3040.954834
	Iteration 29Q: 3 clusters Score -3236954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3236958.000000 Penalty: 3040.954834
	Iteration 30Q: 3 clusters Score -3236958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3236959.000000 Penalty: 3040.954834
	Iteration 31Q: 3 clusters Score -3236959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3236962.000000 Penalty: 3040.954834
	Iteration 32Q: 3 clusters Score -3236962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3236967.000000 Penalty: 3040.954834
	Iteration 33Q: 3 clusters Score -3236967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3236970.000000 Penalty: 3040.954834
	Iteration 34Q: 3 clusters Score -3236970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3236974.500000 Penalty: 3040.954834
	Iteration 35Q: 3 clusters Score -3236974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3236978.250000 Penalty: 3040.954834
	Iteration 36Q: 3 clusters Score -3236978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3236976.500000 Penalty: 3040.954834
	Iteration 37Q: 3 clusters Score -3236976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3236977.750000 Penalty: 3040.954834
	Iteration 38Q: 3 clusters Score -3236978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3236975.500000 Penalty: 3040.954834
	Iteration 39Q: 3 clusters Score -3236976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3236980.750000 Penalty: 3040.954834
	Iteration 40F: 3 clusters Score -3236981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3236978.250000 Penalty: 3040.954834
	Iteration 41Q: 3 clusters Score -3236978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3236981.000000 Penalty: 3040.954834
	Iteration 42Q: 3 clusters Score -3236981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3236981.250000 Penalty: 3040.954834
	Iteration 43Q: 3 clusters Score -3236981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3236978.250000 Penalty: 3040.954834
	Iteration 44Q: 3 clusters Score -3236978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3236980.000000 Penalty: 3040.954834
	Iteration 45Q: 3 clusters Score -3236980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3236978.750000 Penalty: 3040.954834
	Iteration 46Q: 3 clusters Score -3236979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3236977.750000 Penalty: 3040.954834
	Iteration 47Q: 3 clusters Score -3236978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3236977.750000 Penalty: 3040.954834
	Iteration 48F: 3 clusters Score -3236978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -639949.750000 Penalty: 1287.142212
	Iteration 0F: 2 clusters Score -639949.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -635835.875000 Penalty: 2574.284424
	Iteration 0F: 3 clusters Score -635835.9 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -637084.125000 Penalty: 2574.284424
	Iteration 1F: 3 clusters Score -637084.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -637320.625000 Penalty: 2574.284424
	Iteration 2F: 3 clusters Score -637320.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -637436.937500 Penalty: 2574.284424
	Iteration 3Q: 3 clusters Score -637436.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -637506.312500 Penalty: 2574.284424
	Iteration 4Q: 3 clusters Score -637506.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -637560.500000 Penalty: 2574.284424
	Iteration 5Q: 3 clusters Score -637560.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -637606.375000 Penalty: 2574.284424
	Iteration 6Q: 3 clusters Score -637606.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -637645.187500 Penalty: 2574.284424
	Iteration 7Q: 3 clusters Score -637645.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -637688.937500 Penalty: 2574.284424
	Iteration 8Q: 3 clusters Score -637688.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -637721.000000 Penalty: 2574.284424
	Iteration 9Q: 3 clusters Score -637721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -637762.875000 Penalty: 2574.284424
	Iteration 10Q: 3 clusters Score -637762.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -637806.937500 Penalty: 2574.284424
	Iteration 11Q: 3 clusters Score -637806.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -637853.312500 Penalty: 2574.284424
	Iteration 12Q: 3 clusters Score -637853.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -637893.625000 Penalty: 2574.284424
	Iteration 13Q: 3 clusters Score -637893.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -637929.937500 Penalty: 2574.284424
	Iteration 14Q: 3 clusters Score -637929.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -637958.937500 Penalty: 2574.284424
	Iteration 15Q: 3 clusters Score -637958.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -637995.000000 Penalty: 2574.284424
	Iteration 16Q: 3 clusters Score -637995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -638040.375000 Penalty: 2574.284424
	Iteration 17Q: 3 clusters Score -638040.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -638089.875000 Penalty: 2574.284424
	Iteration 18Q: 3 clusters Score -638089.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -638148.312500 Penalty: 2574.284424
	Iteration 19Q: 3 clusters Score -638148.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -638207.250000 Penalty: 2574.284424
	Iteration 20F: 3 clusters Score -638207.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -638276.312500 Penalty: 2574.284424
	Iteration 21Q: 3 clusters Score -638276.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -638345.812500 Penalty: 2574.284424
	Iteration 22Q: 3 clusters Score -638345.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -638406.437500 Penalty: 2574.284424
	Iteration 23Q: 3 clusters Score -638406.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -638457.562500 Penalty: 2574.284424
	Iteration 24Q: 3 clusters Score -638457.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -638506.812500 Penalty: 2574.284424
	Iteration 25Q: 3 clusters Score -638506.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -638557.000000 Penalty: 2574.284424
	Iteration 26Q: 3 clusters Score -638557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -638605.687500 Penalty: 2574.284424
	Iteration 27Q: 3 clusters Score -638605.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -638644.875000 Penalty: 2574.284424
	Iteration 28Q: 3 clusters Score -638644.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -638678.625000 Penalty: 2574.284424
	Iteration 29Q: 3 clusters Score -638678.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -638707.250000 Penalty: 2574.284424
	Iteration 30Q: 3 clusters Score -638707.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -638732.875000 Penalty: 2574.284424
	Iteration 31Q: 3 clusters Score -638732.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -638753.250000 Penalty: 2574.284424
	Iteration 32Q: 3 clusters Score -638753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -638772.000000 Penalty: 2574.284424
	Iteration 33Q: 3 clusters Score -638772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -638784.750000 Penalty: 2574.284424
	Iteration 34Q: 3 clusters Score -638784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -638794.125000 Penalty: 2574.284424
	Iteration 35Q: 3 clusters Score -638794.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -638802.687500 Penalty: 2574.284424
	Iteration 36Q: 3 clusters Score -638802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -638807.125000 Penalty: 2574.284424
	Iteration 37Q: 3 clusters Score -638807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -638811.875000 Penalty: 2574.284424
	Iteration 38Q: 3 clusters Score -638811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -638817.625000 Penalty: 2574.284424
	Iteration 39Q: 3 clusters Score -638817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -638823.375000 Penalty: 2574.284424
	Iteration 40F: 3 clusters Score -638823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -638828.250000 Penalty: 2574.284424
	Iteration 41Q: 3 clusters Score -638828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -638834.375000 Penalty: 2574.284424
	Iteration 42Q: 3 clusters Score -638834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -638841.375000 Penalty: 2574.284424
	Iteration 43Q: 3 clusters Score -638841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -638845.875000 Penalty: 2574.284424
	Iteration 44Q: 3 clusters Score -638845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -638847.312500 Penalty: 2574.284424
	Iteration 45Q: 3 clusters Score -638847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -638847.500000 Penalty: 2574.284424
	Iteration 46Q: 3 clusters Score -638847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -638850.250000 Penalty: 2574.284424
	Iteration 47Q: 3 clusters Score -638850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -638853.062500 Penalty: 2574.284424
	Iteration 48Q: 3 clusters Score -638853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -638857.375000 Penalty: 2574.284424
	Iteration 49Q: 3 clusters Score -638857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -638860.875000 Penalty: 2574.284424
	Iteration 50Q: 3 clusters Score -638860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -638861.812500 Penalty: 2574.284424
	Iteration 51Q: 3 clusters Score -638861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -638862.187500 Penalty: 2574.284424
	Iteration 52Q: 3 clusters Score -638862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -638866.125000 Penalty: 2574.284424
	Iteration 53Q: 3 clusters Score -638866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -638872.000000 Penalty: 2574.284424
	Iteration 54Q: 3 clusters Score -638872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -638876.062500 Penalty: 2574.284424
	Iteration 55Q: 3 clusters Score -638876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -638881.312500 Penalty: 2574.284424
	Iteration 56Q: 3 clusters Score -638881.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -638891.437500 Penalty: 2574.284424
	Iteration 57Q: 3 clusters Score -638891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -638898.312500 Penalty: 2574.284424
	Iteration 58Q: 3 clusters Score -638898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -638901.500000 Penalty: 2574.284424
	Iteration 59Q: 3 clusters Score -638901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -638902.875000 Penalty: 2574.284424
	Iteration 60F: 3 clusters Score -638902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Entering Unmasked Estep 
Score: -1837257.250000 Penalty: 1436.505615
	Iteration 0F: 2 clusters Score -1837257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1826873.375000 Penalty: 2873.011230
	Iteration 0F: 3 clusters Score -1826873 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1830558.500000 Penalty: 2873.011230
	Iteration 1F: 3 clusters Score -1830558 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1830967.250000 Penalty: 2873.011230
	Iteration 2F: 3 clusters Score -1830967 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1831305.375000 Penalty: 2873.011230
	Iteration 3F: 3 clusters Score -1831305 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1831621.500000 Penalty: 2873.011230
	Iteration 4Q: 3 clusters Score -1831622 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1831956.625000 Penalty: 2873.011230
	Iteration 5Q: 3 clusters Score -1831957 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1832290.875000 Penalty: 2873.011230
	Iteration 6Q: 3 clusters Score -1832291 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1832672.750000 Penalty: 2873.011230
	Iteration 7Q: 3 clusters Score -1832673 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1833131.125000 Penalty: 2873.011230
	Iteration 8Q: 3 clusters Score -1833131 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1833724.125000 Penalty: 2873.011230
	Iteration 9F: 3 clusters Score -1833724 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1834349.375000 Penalty: 2873.011230
	Iteration 10F: 3 clusters Score -1834349 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1834909.375000 Penalty: 2873.011230
	Iteration 11Q: 3 clusters Score -1834909 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1835362.375000 Penalty: 2873.011230
	Iteration 12Q: 3 clusters Score -1835362 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1835668.125000 Penalty: 2873.011230
	Iteration 13Q: 3 clusters Score -1835668 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1835836.375000 Penalty: 2873.011230
	Iteration 14Q: 3 clusters Score -1835836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1835935.000000 Penalty: 2873.011230
	Iteration 15Q: 3 clusters Score -1835935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1835984.750000 Penalty: 2873.011230
	Iteration 16Q: 3 clusters Score -1835985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1836013.625000 Penalty: 2873.011230
	Iteration 17Q: 3 clusters Score -1836014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1836039.375000 Penalty: 2873.011230
	Iteration 18Q: 3 clusters Score -1836039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1836058.500000 Penalty: 2873.011230
	Iteration 19Q: 3 clusters Score -1836058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1836073.750000 Penalty: 2873.011230
	Iteration 20F: 3 clusters Score -1836074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1836082.750000 Penalty: 2873.011230
	Iteration 21Q: 3 clusters Score -1836083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1836082.875000 Penalty: 2873.011230
	Iteration 22Q: 3 clusters Score -1836083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1836089.250000 Penalty: 2873.011230
	Iteration 23Q: 3 clusters Score -1836089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1836092.500000 Penalty: 2873.011230
	Iteration 24Q: 3 clusters Score -1836092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1836096.500000 Penalty: 2873.011230
	Iteration 25Q: 3 clusters Score -1836096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1836102.375000 Penalty: 2873.011230
	Iteration 26Q: 3 clusters Score -1836102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1836105.125000 Penalty: 2873.011230
	Iteration 27Q: 3 clusters Score -1836105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1836106.500000 Penalty: 2873.011230
	Iteration 28Q: 3 clusters Score -1836106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1836108.000000 Penalty: 2873.011230
	Iteration 29Q: 3 clusters Score -1836108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1836107.500000 Penalty: 2873.011230
	Iteration 30Q: 3 clusters Score -1836108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1836111.875000 Penalty: 2873.011230
	Iteration 31Q: 3 clusters Score -1836112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1836116.000000 Penalty: 2873.011230
	Iteration 32Q: 3 clusters Score -1836116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1836117.500000 Penalty: 2873.011230
	Iteration 33Q: 3 clusters Score -1836118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1836117.500000 Penalty: 2873.011230
	Iteration 34F: 3 clusters Score -1836118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21566.896484 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21657.240234 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21657.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21736.097656 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21759.226562 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21759.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21774.796875 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21784.007812 Penalty: 1659.402466
	Iteration 5Q: 3 clusters Score -21784.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21793.482422 Penalty: 1659.402466
	Iteration 6Q: 3 clusters Score -21793.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21802.785156 Penalty: 1659.402466
	Iteration 7Q: 3 clusters Score -21802.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21805.666016 Penalty: 1659.402466
	Iteration 8Q: 3 clusters Score -21805.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21805.666016 Penalty: 1659.402466
	Iteration 9F: 3 clusters Score -21805.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Entering Unmasked Estep 
Score: -5422999.000000 Penalty: 1599.430786
	Iteration 0F: 2 clusters Score -5422999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5392452.500000 Penalty: 3198.861572
	Iteration 0F: 3 clusters Score -5392452 nChanged 21529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -5404320.000000 Penalty: 3198.861572
	Iteration 1F: 3 clusters Score -5404320 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -5405149.000000 Penalty: 3198.861572
	Iteration 2Q: 3 clusters Score -5405149 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -5406332.500000 Penalty: 3198.861572
	Iteration 3F: 3 clusters Score -5406332 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5408158.000000 Penalty: 3198.861572
	Iteration 4F: 3 clusters Score -5408158 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5411028.500000 Penalty: 3198.861572
	Iteration 5F: 3 clusters Score -5411028 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5414721.500000 Penalty: 3198.861572
	Iteration 6F: 3 clusters Score -5414722 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5417947.000000 Penalty: 3198.861572
	Iteration 7F: 3 clusters Score -5417947 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5419950.000000 Penalty: 3198.861572
	Iteration 8Q: 3 clusters Score -5419950 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5420886.000000 Penalty: 3198.861572
	Iteration 9Q: 3 clusters Score -5420886 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5421271.000000 Penalty: 3198.861572
	Iteration 10Q: 3 clusters Score -5421271 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5421467.500000 Penalty: 3198.861572
	Iteration 11Q: 3 clusters Score -5421468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5421566.500000 Penalty: 3198.861572
	Iteration 12Q: 3 clusters Score -5421566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5421619.000000 Penalty: 3198.861572
	Iteration 13Q: 3 clusters Score -5421619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5421660.000000 Penalty: 3198.861572
	Iteration 14Q: 3 clusters Score -5421660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5421666.000000 Penalty: 3198.861572
	Iteration 15Q: 3 clusters Score -5421666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5421685.000000 Penalty: 3198.861572
	Iteration 16Q: 3 clusters Score -5421685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5421696.000000 Penalty: 3198.861572
	Iteration 17Q: 3 clusters Score -5421696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5421695.000000 Penalty: 3198.861572
	Iteration 18Q: 3 clusters Score -5421695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5421707.000000 Penalty: 3198.861572
	Iteration 19Q: 3 clusters Score -5421707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5421711.000000 Penalty: 3198.861572
	Iteration 20F: 3 clusters Score -5421711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5421711.000000 Penalty: 3198.861572
	Iteration 21Q: 3 clusters Score -5421711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5421711.000000 Penalty: 3198.861572
	Iteration 22F: 3 clusters Score -5421711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -1040634.312500 Penalty: 1350.731201
	Iteration 0F: 2 clusters Score -1040634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1034624.812500 Penalty: 2701.462402
	Iteration 0F: 3 clusters Score -1034625 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1036568.562500 Penalty: 2701.462402
	Iteration 1F: 3 clusters Score -1036569 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1036978.437500 Penalty: 2701.462402
	Iteration 2F: 3 clusters Score -1036978 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1037340.000000 Penalty: 2701.462402
	Iteration 3F: 3 clusters Score -1037340 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1037658.562500 Penalty: 2701.462402
	Iteration 4F: 3 clusters Score -1037659 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1037972.250000 Penalty: 2701.462402
	Iteration 5F: 3 clusters Score -1037972 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1038268.125000 Penalty: 2701.462402
	Iteration 6F: 3 clusters Score -1038268 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1038513.187500 Penalty: 2701.462402
	Iteration 7Q: 3 clusters Score -1038513 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1038724.187500 Penalty: 2701.462402
	Iteration 8Q: 3 clusters Score -1038724 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1038901.875000 Penalty: 2701.462402
	Iteration 9Q: 3 clusters Score -1038902 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1039056.250000 Penalty: 2701.462402
	Iteration 10Q: 3 clusters Score -1039056 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1039197.000000 Penalty: 2701.462402
	Iteration 11Q: 3 clusters Score -1039197 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1039336.250000 Penalty: 2701.462402
	Iteration 12Q: 3 clusters Score -1039336 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1039463.875000 Penalty: 2701.462402
	Iteration 13Q: 3 clusters Score -1039464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1039561.625000 Penalty: 2701.462402
	Iteration 14Q: 3 clusters Score -1039562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1039625.750000 Penalty: 2701.462402
	Iteration 15Q: 3 clusters Score -1039626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1039666.750000 Penalty: 2701.462402
	Iteration 16Q: 3 clusters Score -1039667 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1039699.812500 Penalty: 2701.462402
	Iteration 17Q: 3 clusters Score -1039700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1039728.000000 Penalty: 2701.462402
	Iteration 18Q: 3 clusters Score -1039728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1039748.750000 Penalty: 2701.462402
	Iteration 19Q: 3 clusters Score -1039749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1039768.437500 Penalty: 2701.462402
	Iteration 20F: 3 clusters Score -1039768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1039777.125000 Penalty: 2701.462402
	Iteration 21Q: 3 clusters Score -1039777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1039789.687500 Penalty: 2701.462402
	Iteration 22Q: 3 clusters Score -1039790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1039795.812500 Penalty: 2701.462402
	Iteration 23Q: 3 clusters Score -1039796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1039806.187500 Penalty: 2701.462402
	Iteration 24Q: 3 clusters Score -1039806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1039809.375000 Penalty: 2701.462402
	Iteration 25Q: 3 clusters Score -1039809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1039816.375000 Penalty: 2701.462402
	Iteration 26Q: 3 clusters Score -1039816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1039818.687500 Penalty: 2701.462402
	Iteration 27Q: 3 clusters Score -1039819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1039821.625000 Penalty: 2701.462402
	Iteration 28Q: 3 clusters Score -1039822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1039825.062500 Penalty: 2701.462402
	Iteration 29Q: 3 clusters Score -1039825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1039825.687500 Penalty: 2701.462402
	Iteration 30Q: 3 clusters Score -1039826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1039830.437500 Penalty: 2701.462402
	Iteration 31Q: 3 clusters Score -1039830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1039834.625000 Penalty: 2701.462402
	Iteration 32Q: 3 clusters Score -1039835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1039840.812500 Penalty: 2701.462402
	Iteration 33Q: 3 clusters Score -1039841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1039843.312500 Penalty: 2701.462402
	Iteration 34Q: 3 clusters Score -1039843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1039844.812500 Penalty: 2701.462402
	Iteration 35Q: 3 clusters Score -1039845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1039848.750000 Penalty: 2701.462402
	Iteration 36Q: 3 clusters Score -1039849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1039851.125000 Penalty: 2701.462402
	Iteration 37Q: 3 clusters Score -1039851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1039852.500000 Penalty: 2701.462402
	Iteration 38Q: 3 clusters Score -1039852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1039851.875000 Penalty: 2701.462402
	Iteration 39Q: 3 clusters Score -1039852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1039852.500000 Penalty: 2701.462402
	Iteration 40F: 3 clusters Score -1039852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1039853.812500 Penalty: 2701.462402
	Iteration 41Q: 3 clusters Score -1039854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1039853.812500 Penalty: 2701.462402
	Iteration 42F: 3 clusters Score -1039854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27168.033203 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27168.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27346.642578 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27346.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27469.443359 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27469.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27668.298828 Penalty: 1741.615479
	Iteration 3F: 3 clusters Score -27668.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27925.863281 Penalty: 1741.615479
	Iteration 4F: 3 clusters Score -27925.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28155.480469 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -28155.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28394.160156 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -28394.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28471.707031 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -28471.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28544.091797 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -28544.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28545.787109 Penalty: 1741.615479
	Iteration 9F: 3 clusters Score -28545.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28555.208984 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28555.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28566.863281 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28566.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28582.541016 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28582.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28582.541016 Penalty: 1741.615479
	Iteration 13F: 3 clusters Score -28582.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 75568 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 131 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 217 members 
Entering Unmasked Estep 
Score: -111088864.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089280.000000 to -111088864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -288031.718750 Penalty: 1161.938965
	Iteration 0F: 2 clusters Score -288031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -285890.187500 Penalty: 2323.877930
	Iteration 0F: 3 clusters Score -285890.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286424.312500 Penalty: 2323.877930
	Iteration 1F: 3 clusters Score -286424.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -286560.437500 Penalty: 2323.877930
	Iteration 2F: 3 clusters Score -286560.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286627.125000 Penalty: 2323.877930
	Iteration 3Q: 3 clusters Score -286627.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -286663.250000 Penalty: 2323.877930
	Iteration 4Q: 3 clusters Score -286663.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286687.781250 Penalty: 2323.877930
	Iteration 5Q: 3 clusters Score -286687.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -286708.562500 Penalty: 2323.877930
	Iteration 6Q: 3 clusters Score -286708.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -286718.500000 Penalty: 2323.877930
	Iteration 7Q: 3 clusters Score -286718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286728.218750 Penalty: 2323.877930
	Iteration 8Q: 3 clusters Score -286728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286737.656250 Penalty: 2323.877930
	Iteration 9Q: 3 clusters Score -286737.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -286741.656250 Penalty: 2323.877930
	Iteration 10Q: 3 clusters Score -286741.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286743.906250 Penalty: 2323.877930
	Iteration 11Q: 3 clusters Score -286743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286744.375000 Penalty: 2323.877930
	Iteration 12Q: 3 clusters Score -286744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -286744.562500 Penalty: 2323.877930
	Iteration 13Q: 3 clusters Score -286744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -286744.562500 Penalty: 2323.877930
	Iteration 14F: 3 clusters Score -286744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 75568 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32328 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16519 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114217 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10870 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089400.000000 Penalty: 115153.429688
Iteration 359Q: 57 clusters Score -1.110894e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5770 members 
Mstep: Class 5 contains 17578 members 
Mstep: Class 6 contains 69359 members 
Mstep: Class 7 contains 23602 members 
Mstep: Class 8 contains 7488 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65824 members 
Mstep: Class 11 contains 75566 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10967 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 16523 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52407 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11018 members 
Mstep: Class 35 contains 114219 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10882 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089496.000000 Penalty: 115153.429688
Iteration 360F: 57 clusters Score -1.110895e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 5770 members 
Mstep: Class 5 contains 17573 members 
Mstep: Class 6 contains 69360 members 
Mstep: Class 7 contains 23605 members 
Mstep: Class 8 contains 7495 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65823 members 
Mstep: Class 11 contains 75563 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 10975 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 32325 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27606 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16526 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52395 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11016 members 
Mstep: Class 35 contains 114221 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 3193 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10890 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089360.000000 Penalty: 115153.429688
Iteration 361Q: 57 clusters Score -1.110894e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 5768 members 
Mstep: Class 5 contains 17568 members 
Mstep: Class 6 contains 69363 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65819 members 
Mstep: Class 11 contains 75559 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10985 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27594 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16527 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52382 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11015 members 
Mstep: Class 35 contains 114222 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 3194 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10898 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5712 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46579 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089440.000000 Penalty: 115153.429688
Iteration 362Q: 57 clusters Score -1.110894e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 17567 members 
Mstep: Class 6 contains 69360 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65816 members 
Mstep: Class 11 contains 75559 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27590 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16528 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52370 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11011 members 
Mstep: Class 35 contains 114220 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 3195 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10909 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27399 members 
Mstep: Class 50 contains 5713 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46579 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089368.000000 Penalty: 115153.429688
Iteration 363Q: 57 clusters Score -1.110894e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20412 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 17565 members 
Mstep: Class 6 contains 69361 members 
Mstep: Class 7 contains 23614 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65813 members 
Mstep: Class 11 contains 75554 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42057 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27580 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16529 members 
Mstep: Class 27 contains 13580 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 52360 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11009 members 
Mstep: Class 35 contains 114222 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3966 members 
Mstep: Class 40 contains 3195 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10925 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5714 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089496.000000 Penalty: 115153.429688
Iteration 364Q: 57 clusters Score -1.110895e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 5765 members 
Mstep: Class 5 contains 17563 members 
Mstep: Class 6 contains 69360 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 7495 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65811 members 
Mstep: Class 11 contains 75550 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42057 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10994 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27573 members 
Mstep: Class 23 contains 7605 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16529 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52354 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11009 members 
Mstep: Class 35 contains 114224 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3967 members 
Mstep: Class 40 contains 3196 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10946 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5716 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089416.000000 Penalty: 115153.429688
Iteration 365Q: 57 clusters Score -1.110894e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20406 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 17562 members 
Mstep: Class 6 contains 69360 members 
Mstep: Class 7 contains 23625 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65812 members 
Mstep: Class 11 contains 75548 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42057 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27568 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16529 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52341 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11009 members 
Mstep: Class 35 contains 114223 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3968 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10964 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44007 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5718 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089496.000000 Penalty: 115153.429688
Iteration 366Q: 57 clusters Score -1.110895e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20406 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 6 contains 69360 members 
Mstep: Class 7 contains 23626 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65812 members 
Mstep: Class 11 contains 75544 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27569 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16529 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52332 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5337 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11009 members 
Mstep: Class 35 contains 114225 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3970 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 10981 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5717 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089520.000000 Penalty: 115153.429688
Iteration 367Q: 57 clusters Score -1.110895e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 17555 members 
Mstep: Class 6 contains 69359 members 
Mstep: Class 7 contains 23627 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65810 members 
Mstep: Class 11 contains 75540 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27566 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16529 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52325 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5337 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11009 members 
Mstep: Class 35 contains 114226 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11001 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27400 members 
Mstep: Class 50 contains 5717 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089448.000000 Penalty: 115153.429688
Iteration 368Q: 57 clusters Score -1.110894e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 69357 members 
Mstep: Class 7 contains 23627 members 
Mstep: Class 8 contains 7495 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65808 members 
Mstep: Class 11 contains 75536 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27565 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16530 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52319 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11009 members 
Mstep: Class 35 contains 114227 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5718 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46575 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089368.000000 Penalty: 115153.429688
Iteration 369Q: 57 clusters Score -1.110894e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 69355 members 
Mstep: Class 7 contains 23627 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65805 members 
Mstep: Class 11 contains 75535 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 10997 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7601 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52313 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5340 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11011 members 
Mstep: Class 35 contains 114225 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3976 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11020 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5718 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089440.000000 Penalty: 115153.429688
Iteration 370Q: 57 clusters Score -1.110894e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 5754 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 69353 members 
Mstep: Class 7 contains 23628 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65807 members 
Mstep: Class 11 contains 75533 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 10999 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27541 members 
Mstep: Class 23 contains 7601 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52304 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5343 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11012 members 
Mstep: Class 35 contains 114223 members 
Mstep: Class 36 contains 6357 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3977 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11025 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44006 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5719 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089512.000000 Penalty: 115153.429688
Iteration 371Q: 57 clusters Score -1.110895e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 69348 members 
Mstep: Class 7 contains 23631 members 
Mstep: Class 8 contains 7516 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65804 members 
Mstep: Class 11 contains 75531 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 11000 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27537 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 13583 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52295 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5346 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11010 members 
Mstep: Class 35 contains 114226 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3978 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11037 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5719 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46575 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089504.000000 Penalty: 115153.429688
Iteration 372Q: 57 clusters Score -1.110895e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17549 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23629 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65802 members 
Mstep: Class 11 contains 75527 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 42057 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11006 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27534 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 13583 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52282 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5345 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11011 members 
Mstep: Class 35 contains 114232 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3977 members 
Mstep: Class 40 contains 3197 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11046 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44005 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5718 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089568.000000 Penalty: 115153.429688
Iteration 373Q: 57 clusters Score -1.110896e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17548 members 
Mstep: Class 6 contains 69344 members 
Mstep: Class 7 contains 23630 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65799 members 
Mstep: Class 11 contains 75523 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42057 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11010 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27530 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52273 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5346 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11011 members 
Mstep: Class 35 contains 114233 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3977 members 
Mstep: Class 40 contains 3198 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11048 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44004 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5719 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46578 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089584.000000 Penalty: 115153.429688
Iteration 374Q: 57 clusters Score -1.110896e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17547 members 
Mstep: Class 6 contains 69344 members 
Mstep: Class 7 contains 23629 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65798 members 
Mstep: Class 11 contains 75518 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42057 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11011 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32343 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27525 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52272 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5348 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11011 members 
Mstep: Class 35 contains 114237 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3976 members 
Mstep: Class 40 contains 3199 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11048 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46579 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089552.000000 Penalty: 115153.429688
Iteration 375Q: 57 clusters Score -1.110896e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23631 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65794 members 
Mstep: Class 11 contains 75509 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42056 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27529 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16533 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52270 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5349 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11010 members 
Mstep: Class 35 contains 114241 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3201 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11050 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46579 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089512.000000 Penalty: 115153.429688
Iteration 376Q: 57 clusters Score -1.110895e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 69345 members 
Mstep: Class 7 contains 23635 members 
Mstep: Class 8 contains 7536 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65794 members 
Mstep: Class 11 contains 75500 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42055 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27519 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16538 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52270 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5351 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11010 members 
Mstep: Class 35 contains 114244 members 
Mstep: Class 36 contains 6354 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3202 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11054 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46580 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089608.000000 Penalty: 115153.429688
Iteration 377Q: 57 clusters Score -1.110896e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 17543 members 
Mstep: Class 6 contains 69348 members 
Mstep: Class 7 contains 23637 members 
Mstep: Class 8 contains 7538 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65793 members 
Mstep: Class 11 contains 75494 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42055 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11016 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27507 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 16541 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52271 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5355 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11012 members 
Mstep: Class 35 contains 114249 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3203 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11056 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46579 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089552.000000 Penalty: 115153.429688
Iteration 378Q: 57 clusters Score -1.110896e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20402 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17543 members 
Mstep: Class 6 contains 69347 members 
Mstep: Class 7 contains 23645 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65789 members 
Mstep: Class 11 contains 75490 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42055 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27500 members 
Mstep: Class 23 contains 7586 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16542 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52271 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5361 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11013 members 
Mstep: Class 35 contains 114250 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3207 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11059 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46579 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089616.000000 Penalty: 115153.429688
Iteration 379Q: 57 clusters Score -1.110896e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20400 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17543 members 
Mstep: Class 6 contains 69348 members 
Mstep: Class 7 contains 23654 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65787 members 
Mstep: Class 11 contains 75487 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42055 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27492 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16542 members 
Mstep: Class 27 contains 13584 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52270 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11015 members 
Mstep: Class 35 contains 114253 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3209 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11063 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46577 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089624.000000 Penalty: 115153.429688
Iteration 380F: 57 clusters Score -1.110896e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20399 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17541 members 
Mstep: Class 6 contains 69347 members 
Mstep: Class 7 contains 23657 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65786 members 
Mstep: Class 11 contains 75484 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42055 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11019 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27490 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16543 members 
Mstep: Class 27 contains 13583 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52266 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11018 members 
Mstep: Class 35 contains 114258 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3975 members 
Mstep: Class 40 contains 3211 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8950 members 
Mstep: Class 44 contains 11067 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089568.000000 Penalty: 115153.429688
Iteration 381Q: 57 clusters Score -1.110896e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20397 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17537 members 
Mstep: Class 6 contains 69345 members 
Mstep: Class 7 contains 23657 members 
Mstep: Class 8 contains 7533 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65780 members 
Mstep: Class 11 contains 75476 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27503 members 
Mstep: Class 23 contains 7579 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16544 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52265 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5363 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11018 members 
Mstep: Class 35 contains 114264 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3212 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11072 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27401 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46575 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089512.000000 Penalty: 115153.429688
Iteration 382Q: 57 clusters Score -1.110895e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20397 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17534 members 
Mstep: Class 6 contains 69342 members 
Mstep: Class 7 contains 23656 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65774 members 
Mstep: Class 11 contains 75469 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27519 members 
Mstep: Class 23 contains 7575 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16546 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52267 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 5369 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11020 members 
Mstep: Class 35 contains 114265 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3211 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11073 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46575 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089536.000000 Penalty: 115153.429688
Iteration 383Q: 57 clusters Score -1.110895e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20398 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17532 members 
Mstep: Class 6 contains 69339 members 
Mstep: Class 7 contains 23660 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65773 members 
Mstep: Class 11 contains 75459 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27527 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16546 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52266 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11022 members 
Mstep: Class 35 contains 114273 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3211 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11074 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46576 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089512.000000 Penalty: 115153.429688
Iteration 384Q: 57 clusters Score -1.110895e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20399 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17530 members 
Mstep: Class 6 contains 69342 members 
Mstep: Class 7 contains 23665 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65771 members 
Mstep: Class 11 contains 75452 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 32341 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 27533 members 
Mstep: Class 23 contains 7572 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16546 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52268 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5372 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114277 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4550 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3212 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11073 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46575 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089512.000000 Penalty: 115153.429688
Iteration 385Q: 57 clusters Score -1.110895e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20397 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17528 members 
Mstep: Class 6 contains 69341 members 
Mstep: Class 7 contains 23675 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65771 members 
Mstep: Class 11 contains 75446 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32341 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27532 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16547 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52271 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114283 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3213 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11072 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089464.000000 Penalty: 115153.429688
Iteration 386Q: 57 clusters Score -1.110895e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17529 members 
Mstep: Class 6 contains 69340 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 7515 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65769 members 
Mstep: Class 11 contains 75438 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32341 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27534 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16547 members 
Mstep: Class 27 contains 13580 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52272 members 
Mstep: Class 31 contains 8664 members 
Mstep: Class 32 contains 5374 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114290 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11074 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5719 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089408.000000 Penalty: 115153.429688
Iteration 387Q: 57 clusters Score -1.110894e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17528 members 
Mstep: Class 6 contains 69338 members 
Mstep: Class 7 contains 23688 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65766 members 
Mstep: Class 11 contains 75436 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27538 members 
Mstep: Class 23 contains 7569 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16546 members 
Mstep: Class 27 contains 13579 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52272 members 
Mstep: Class 31 contains 8665 members 
Mstep: Class 32 contains 5378 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114293 members 
Mstep: Class 36 contains 6339 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11077 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089504.000000 Penalty: 115153.429688
Iteration 388Q: 57 clusters Score -1.110895e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20393 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17528 members 
Mstep: Class 6 contains 69339 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65767 members 
Mstep: Class 11 contains 75432 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27536 members 
Mstep: Class 23 contains 7566 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 16545 members 
Mstep: Class 27 contains 13579 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52274 members 
Mstep: Class 31 contains 8666 members 
Mstep: Class 32 contains 5379 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114295 members 
Mstep: Class 36 contains 6338 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 11079 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 389Q: 57 clusters Score -1.110895e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20391 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17528 members 
Mstep: Class 6 contains 69338 members 
Mstep: Class 7 contains 23706 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65767 members 
Mstep: Class 11 contains 75429 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27536 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16544 members 
Mstep: Class 27 contains 13579 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52277 members 
Mstep: Class 31 contains 8666 members 
Mstep: Class 32 contains 5380 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114295 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11078 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089408.000000 Penalty: 115153.429688
Iteration 390Q: 57 clusters Score -1.110894e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20391 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17527 members 
Mstep: Class 6 contains 69340 members 
Mstep: Class 7 contains 23716 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65765 members 
Mstep: Class 11 contains 75425 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11016 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27540 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 16543 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52273 members 
Mstep: Class 31 contains 8665 members 
Mstep: Class 32 contains 5380 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 114296 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11080 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089464.000000 Penalty: 115153.429688
Iteration 391Q: 57 clusters Score -1.110895e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20389 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17526 members 
Mstep: Class 6 contains 69339 members 
Mstep: Class 7 contains 23733 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65759 members 
Mstep: Class 11 contains 75420 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27549 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16542 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52272 members 
Mstep: Class 31 contains 8667 members 
Mstep: Class 32 contains 5380 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11022 members 
Mstep: Class 35 contains 114298 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11085 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46573 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089536.000000 Penalty: 115153.429688
Iteration 392Q: 57 clusters Score -1.110895e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 20389 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17524 members 
Mstep: Class 6 contains 69340 members 
Mstep: Class 7 contains 23750 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65759 members 
Mstep: Class 11 contains 75416 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27556 members 
Mstep: Class 23 contains 7566 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16542 members 
Mstep: Class 27 contains 13574 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52268 members 
Mstep: Class 31 contains 8668 members 
Mstep: Class 32 contains 5379 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11020 members 
Mstep: Class 35 contains 114299 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11089 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46572 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089552.000000 Penalty: 115153.429688
Iteration 393Q: 57 clusters Score -1.110896e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20389 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17519 members 
Mstep: Class 6 contains 69341 members 
Mstep: Class 7 contains 23768 members 
Mstep: Class 8 contains 7436 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65757 members 
Mstep: Class 11 contains 75407 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11021 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16544 members 
Mstep: Class 27 contains 13572 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 52260 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5384 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114300 members 
Mstep: Class 36 contains 6343 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11092 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46572 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089560.000000 Penalty: 115153.429688
Iteration 394Q: 57 clusters Score -1.110896e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20388 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17511 members 
Mstep: Class 6 contains 69344 members 
Mstep: Class 7 contains 23784 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65757 members 
Mstep: Class 11 contains 75396 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11023 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27567 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16548 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52255 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 5384 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114303 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3216 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11092 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46571 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089408.000000 Penalty: 115153.429688
Iteration 395Q: 57 clusters Score -1.110894e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20388 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17506 members 
Mstep: Class 6 contains 69345 members 
Mstep: Class 7 contains 23798 members 
Mstep: Class 8 contains 7418 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65754 members 
Mstep: Class 11 contains 75389 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11027 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32341 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27563 members 
Mstep: Class 23 contains 7566 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16553 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52253 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5384 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11020 members 
Mstep: Class 35 contains 114307 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11094 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5719 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46570 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089568.000000 Penalty: 115153.429688
Iteration 396Q: 57 clusters Score -1.110896e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20387 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17502 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23806 members 
Mstep: Class 8 contains 7414 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65751 members 
Mstep: Class 11 contains 75383 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11030 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27567 members 
Mstep: Class 23 contains 7569 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16553 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52245 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11021 members 
Mstep: Class 35 contains 114315 members 
Mstep: Class 36 contains 6340 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11093 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8588 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46570 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089536.000000 Penalty: 115153.429688
Iteration 397Q: 57 clusters Score -1.110895e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20386 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17501 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23821 members 
Mstep: Class 8 contains 7412 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65751 members 
Mstep: Class 11 contains 75373 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11032 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27565 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16554 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52243 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11093 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46568 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089520.000000 Penalty: 115153.429688
Iteration 398Q: 57 clusters Score -1.110895e+08 nChanged 89
Entering ConstructFrom: 
Score: -111089520.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46825.191406 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46825.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46961.066406 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -46961.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47005.898438 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -47005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47030.410156 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47030.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47035.171875 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47035.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47042.050781 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47042.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47046.078125 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47046.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47051.738281 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47051.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47056.089844 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47056.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47056.089844 Penalty: 1823.356323
	Iteration 9F: 3 clusters Score -47056.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -347625.625000 Penalty: 1201.229614
	Iteration 0F: 2 clusters Score -347625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -345063.937500 Penalty: 2402.459229
	Iteration 0F: 3 clusters Score -345063.9 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -345800.500000 Penalty: 2402.459229
	Iteration 1F: 3 clusters Score -345800.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -345969.312500 Penalty: 2402.459229
	Iteration 2F: 3 clusters Score -345969.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -346076.562500 Penalty: 2402.459229
	Iteration 3Q: 3 clusters Score -346076.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -346163.000000 Penalty: 2402.459229
	Iteration 4Q: 3 clusters Score -346163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -346219.125000 Penalty: 2402.459229
	Iteration 5Q: 3 clusters Score -346219.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -346264.531250 Penalty: 2402.459229
	Iteration 6Q: 3 clusters Score -346264.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -346304.093750 Penalty: 2402.459229
	Iteration 7Q: 3 clusters Score -346304.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -346334.406250 Penalty: 2402.459229
	Iteration 8Q: 3 clusters Score -346334.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -346361.312500 Penalty: 2402.459229
	Iteration 9Q: 3 clusters Score -346361.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -346383.500000 Penalty: 2402.459229
	Iteration 10Q: 3 clusters Score -346383.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -346401.500000 Penalty: 2402.459229
	Iteration 11Q: 3 clusters Score -346401.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -346421.031250 Penalty: 2402.459229
	Iteration 12Q: 3 clusters Score -346421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -346445.468750 Penalty: 2402.459229
	Iteration 13Q: 3 clusters Score -346445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346475.968750 Penalty: 2402.459229
	Iteration 14Q: 3 clusters Score -346476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -346514.468750 Penalty: 2402.459229
	Iteration 15Q: 3 clusters Score -346514.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -346557.687500 Penalty: 2402.459229
	Iteration 16Q: 3 clusters Score -346557.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -346591.906250 Penalty: 2402.459229
	Iteration 17Q: 3 clusters Score -346591.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -346637.406250 Penalty: 2402.459229
	Iteration 18Q: 3 clusters Score -346637.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346675.531250 Penalty: 2402.459229
	Iteration 19Q: 3 clusters Score -346675.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -346700.187500 Penalty: 2402.459229
	Iteration 20F: 3 clusters Score -346700.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -346716.156250 Penalty: 2402.459229
	Iteration 21Q: 3 clusters Score -346716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -346731.812500 Penalty: 2402.459229
	Iteration 22Q: 3 clusters Score -346731.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -346752.156250 Penalty: 2402.459229
	Iteration 23Q: 3 clusters Score -346752.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346766.125000 Penalty: 2402.459229
	Iteration 24Q: 3 clusters Score -346766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -346773.656250 Penalty: 2402.459229
	Iteration 25Q: 3 clusters Score -346773.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -346779.281250 Penalty: 2402.459229
	Iteration 26Q: 3 clusters Score -346779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -346782.437500 Penalty: 2402.459229
	Iteration 27Q: 3 clusters Score -346782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346784.843750 Penalty: 2402.459229
	Iteration 28Q: 3 clusters Score -346784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -346788.468750 Penalty: 2402.459229
	Iteration 29Q: 3 clusters Score -346788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -346791.500000 Penalty: 2402.459229
	Iteration 30Q: 3 clusters Score -346791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -346793.562500 Penalty: 2402.459229
	Iteration 31Q: 3 clusters Score -346793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -346795.437500 Penalty: 2402.459229
	Iteration 32Q: 3 clusters Score -346795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -346796.625000 Penalty: 2402.459229
	Iteration 33Q: 3 clusters Score -346796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -346799.062500 Penalty: 2402.459229
	Iteration 34Q: 3 clusters Score -346799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -346800.593750 Penalty: 2402.459229
	Iteration 35Q: 3 clusters Score -346800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -346803.187500 Penalty: 2402.459229
	Iteration 36Q: 3 clusters Score -346803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -346805.968750 Penalty: 2402.459229
	Iteration 37Q: 3 clusters Score -346806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -346808.437500 Penalty: 2402.459229
	Iteration 38Q: 3 clusters Score -346808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346812.468750 Penalty: 2402.459229
	Iteration 39Q: 3 clusters Score -346812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -346815.375000 Penalty: 2402.459229
	Iteration 40F: 3 clusters Score -346815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346817.750000 Penalty: 2402.459229
	Iteration 41Q: 3 clusters Score -346817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -346817.937500 Penalty: 2402.459229
	Iteration 42Q: 3 clusters Score -346817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -346819.343750 Penalty: 2402.459229
	Iteration 43Q: 3 clusters Score -346819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -346819.718750 Penalty: 2402.459229
	Iteration 44Q: 3 clusters Score -346819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -346819.718750 Penalty: 2402.459229
	Iteration 45F: 3 clusters Score -346819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Entering Unmasked Estep 
Score: -2305443.000000 Penalty: 1476.476196
	Iteration 0F: 2 clusters Score -2305443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2292029.500000 Penalty: 2952.952393
	Iteration 0F: 3 clusters Score -2292030 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2296846.250000 Penalty: 2952.952393
	Iteration 1F: 3 clusters Score -2296846 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2297189.000000 Penalty: 2952.952393
	Iteration 2F: 3 clusters Score -2297189 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2297506.750000 Penalty: 2952.952393
	Iteration 3Q: 3 clusters Score -2297507 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2297790.000000 Penalty: 2952.952393
	Iteration 4Q: 3 clusters Score -2297790 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2298049.750000 Penalty: 2952.952393
	Iteration 5Q: 3 clusters Score -2298050 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2298309.500000 Penalty: 2952.952393
	Iteration 6Q: 3 clusters Score -2298310 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2298593.750000 Penalty: 2952.952393
	Iteration 7Q: 3 clusters Score -2298594 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2298894.750000 Penalty: 2952.952393
	Iteration 8Q: 3 clusters Score -2298895 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2299258.750000 Penalty: 2952.952393
	Iteration 9Q: 3 clusters Score -2299259 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2299719.000000 Penalty: 2952.952393
	Iteration 10Q: 3 clusters Score -2299719 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2300174.750000 Penalty: 2952.952393
	Iteration 11Q: 3 clusters Score -2300175 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2300615.750000 Penalty: 2952.952393
	Iteration 12Q: 3 clusters Score -2300616 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2301024.500000 Penalty: 2952.952393
	Iteration 13Q: 3 clusters Score -2301024 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2301357.500000 Penalty: 2952.952393
	Iteration 14Q: 3 clusters Score -2301358 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2301537.250000 Penalty: 2952.952393
	Iteration 15Q: 3 clusters Score -2301537 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2301625.750000 Penalty: 2952.952393
	Iteration 16Q: 3 clusters Score -2301626 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2301689.250000 Penalty: 2952.952393
	Iteration 17Q: 3 clusters Score -2301689 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2301733.500000 Penalty: 2952.952393
	Iteration 18Q: 3 clusters Score -2301734 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2301763.250000 Penalty: 2952.952393
	Iteration 19Q: 3 clusters Score -2301763 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2301788.250000 Penalty: 2952.952393
	Iteration 20F: 3 clusters Score -2301788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2301811.750000 Penalty: 2952.952393
	Iteration 21Q: 3 clusters Score -2301812 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2301845.750000 Penalty: 2952.952393
	Iteration 22Q: 3 clusters Score -2301846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2301858.750000 Penalty: 2952.952393
	Iteration 23Q: 3 clusters Score -2301859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2301880.750000 Penalty: 2952.952393
	Iteration 24Q: 3 clusters Score -2301881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2301890.250000 Penalty: 2952.952393
	Iteration 25Q: 3 clusters Score -2301890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2301889.000000 Penalty: 2952.952393
	Iteration 26Q: 3 clusters Score -2301889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2301900.000000 Penalty: 2952.952393
	Iteration 27Q: 3 clusters Score -2301900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2301921.000000 Penalty: 2952.952393
	Iteration 28Q: 3 clusters Score -2301921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2301928.500000 Penalty: 2952.952393
	Iteration 29Q: 3 clusters Score -2301928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2301929.750000 Penalty: 2952.952393
	Iteration 30Q: 3 clusters Score -2301930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2301935.500000 Penalty: 2952.952393
	Iteration 31Q: 3 clusters Score -2301936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2301936.250000 Penalty: 2952.952393
	Iteration 32Q: 3 clusters Score -2301936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2301939.250000 Penalty: 2952.952393
	Iteration 33Q: 3 clusters Score -2301939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2301961.750000 Penalty: 2952.952393
	Iteration 34Q: 3 clusters Score -2301962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2301965.000000 Penalty: 2952.952393
	Iteration 35Q: 3 clusters Score -2301965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2301971.500000 Penalty: 2952.952393
	Iteration 36Q: 3 clusters Score -2301972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2301984.500000 Penalty: 2952.952393
	Iteration 37Q: 3 clusters Score -2301984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2301996.500000 Penalty: 2952.952393
	Iteration 38Q: 3 clusters Score -2301996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2302007.750000 Penalty: 2952.952393
	Iteration 39Q: 3 clusters Score -2302008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2302010.750000 Penalty: 2952.952393
	Iteration 40F: 3 clusters Score -2302011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2302012.750000 Penalty: 2952.952393
	Iteration 41Q: 3 clusters Score -2302013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2302022.500000 Penalty: 2952.952393
	Iteration 42Q: 3 clusters Score -2302022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2302035.000000 Penalty: 2952.952393
	Iteration 43Q: 3 clusters Score -2302035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2302049.250000 Penalty: 2952.952393
	Iteration 44Q: 3 clusters Score -2302049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2302069.250000 Penalty: 2952.952393
	Iteration 45Q: 3 clusters Score -2302069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2302080.250000 Penalty: 2952.952393
	Iteration 46Q: 3 clusters Score -2302080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2302089.500000 Penalty: 2952.952393
	Iteration 47Q: 3 clusters Score -2302090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2302102.250000 Penalty: 2952.952393
	Iteration 48Q: 3 clusters Score -2302102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2302113.750000 Penalty: 2952.952393
	Iteration 49Q: 3 clusters Score -2302114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2302118.250000 Penalty: 2952.952393
	Iteration 50Q: 3 clusters Score -2302118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2302129.500000 Penalty: 2952.952393
	Iteration 51Q: 3 clusters Score -2302130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2302154.500000 Penalty: 2952.952393
	Iteration 52Q: 3 clusters Score -2302154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2302162.750000 Penalty: 2952.952393
	Iteration 53Q: 3 clusters Score -2302163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2302178.000000 Penalty: 2952.952393
	Iteration 54Q: 3 clusters Score -2302178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2302197.250000 Penalty: 2952.952393
	Iteration 55Q: 3 clusters Score -2302197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2302210.750000 Penalty: 2952.952393
	Iteration 56Q: 3 clusters Score -2302211 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2302229.250000 Penalty: 2952.952393
	Iteration 57Q: 3 clusters Score -2302229 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2302255.250000 Penalty: 2952.952393
	Iteration 58Q: 3 clusters Score -2302255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2302270.250000 Penalty: 2952.952393
	Iteration 59Q: 3 clusters Score -2302270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2302296.500000 Penalty: 2952.952393
	Iteration 60F: 3 clusters Score -2302296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2302327.750000 Penalty: 2952.952393
	Iteration 61Q: 3 clusters Score -2302328 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2302374.750000 Penalty: 2952.952393
	Iteration 62Q: 3 clusters Score -2302375 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2302421.250000 Penalty: 2952.952393
	Iteration 63Q: 3 clusters Score -2302421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2302469.500000 Penalty: 2952.952393
	Iteration 64Q: 3 clusters Score -2302470 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2302513.500000 Penalty: 2952.952393
	Iteration 65Q: 3 clusters Score -2302514 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2302567.500000 Penalty: 2952.952393
	Iteration 66Q: 3 clusters Score -2302568 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2302639.250000 Penalty: 2952.952393
	Iteration 67Q: 3 clusters Score -2302639 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2302708.000000 Penalty: 2952.952393
	Iteration 68Q: 3 clusters Score -2302708 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2302778.250000 Penalty: 2952.952393
	Iteration 69Q: 3 clusters Score -2302778 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2302857.500000 Penalty: 2952.952393
	Iteration 70Q: 3 clusters Score -2302858 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2302946.500000 Penalty: 2952.952393
	Iteration 71Q: 3 clusters Score -2302946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2303040.500000 Penalty: 2952.952393
	Iteration 72Q: 3 clusters Score -2303040 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2303140.000000 Penalty: 2952.952393
	Iteration 73Q: 3 clusters Score -2303140 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2303261.750000 Penalty: 2952.952393
	Iteration 74Q: 3 clusters Score -2303262 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2303378.250000 Penalty: 2952.952393
	Iteration 75Q: 3 clusters Score -2303378 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2303486.000000 Penalty: 2952.952393
	Iteration 76Q: 3 clusters Score -2303486 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2303592.000000 Penalty: 2952.952393
	Iteration 77Q: 3 clusters Score -2303592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2303685.500000 Penalty: 2952.952393
	Iteration 78Q: 3 clusters Score -2303686 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2303756.750000 Penalty: 2952.952393
	Iteration 79Q: 3 clusters Score -2303757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2303818.000000 Penalty: 2952.952393
	Iteration 80F: 3 clusters Score -2303818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2303889.750000 Penalty: 2952.952393
	Iteration 81Q: 3 clusters Score -2303890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2303944.250000 Penalty: 2952.952393
	Iteration 82Q: 3 clusters Score -2303944 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2303995.000000 Penalty: 2952.952393
	Iteration 83Q: 3 clusters Score -2303995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2304041.000000 Penalty: 2952.952393
	Iteration 84Q: 3 clusters Score -2304041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2304082.750000 Penalty: 2952.952393
	Iteration 85Q: 3 clusters Score -2304083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2304110.750000 Penalty: 2952.952393
	Iteration 86Q: 3 clusters Score -2304111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2304142.000000 Penalty: 2952.952393
	Iteration 87Q: 3 clusters Score -2304142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2304160.250000 Penalty: 2952.952393
	Iteration 88Q: 3 clusters Score -2304160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2304177.750000 Penalty: 2952.952393
	Iteration 89Q: 3 clusters Score -2304178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2304204.750000 Penalty: 2952.952393
	Iteration 90Q: 3 clusters Score -2304205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2304211.000000 Penalty: 2952.952393
	Iteration 91Q: 3 clusters Score -2304211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2304221.250000 Penalty: 2952.952393
	Iteration 92Q: 3 clusters Score -2304221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2304232.000000 Penalty: 2952.952393
	Iteration 93Q: 3 clusters Score -2304232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2304243.250000 Penalty: 2952.952393
	Iteration 94Q: 3 clusters Score -2304243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2304251.250000 Penalty: 2952.952393
	Iteration 95Q: 3 clusters Score -2304251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2304261.000000 Penalty: 2952.952393
	Iteration 96Q: 3 clusters Score -2304261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2304264.000000 Penalty: 2952.952393
	Iteration 97Q: 3 clusters Score -2304264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2304269.250000 Penalty: 2952.952393
	Iteration 98Q: 3 clusters Score -2304269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2304273.500000 Penalty: 2952.952393
	Iteration 99Q: 3 clusters Score -2304274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2304275.750000 Penalty: 2952.952393
	Iteration 100F: 3 clusters Score -2304276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2304275.000000 Penalty: 2952.952393
	Iteration 101Q: 3 clusters Score -2304275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2304275.000000 Penalty: 2952.952393
	Iteration 102Q: 3 clusters Score -2304275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2304282.500000 Penalty: 2952.952393
	Iteration 103Q: 3 clusters Score -2304282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2304291.000000 Penalty: 2952.952393
	Iteration 104Q: 3 clusters Score -2304291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2304294.750000 Penalty: 2952.952393
	Iteration 105Q: 3 clusters Score -2304295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2304305.750000 Penalty: 2952.952393
	Iteration 106Q: 3 clusters Score -2304306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2304310.250000 Penalty: 2952.952393
	Iteration 107Q: 3 clusters Score -2304310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2304312.000000 Penalty: 2952.952393
	Iteration 108Q: 3 clusters Score -2304312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2304312.250000 Penalty: 2952.952393
	Iteration 109Q: 3 clusters Score -2304312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2304320.000000 Penalty: 2952.952393
	Iteration 110Q: 3 clusters Score -2304320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2304318.750000 Penalty: 2952.952393
	Iteration 111Q: 3 clusters Score -2304319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2304316.250000 Penalty: 2952.952393
	Iteration 112Q: 3 clusters Score -2304316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2304318.000000 Penalty: 2952.952393
	Iteration 113Q: 3 clusters Score -2304318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2304317.500000 Penalty: 2952.952393
	Iteration 114Q: 3 clusters Score -2304318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2304317.500000 Penalty: 2952.952393
	Iteration 115Q: 3 clusters Score -2304318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2304318.000000 Penalty: 2952.952393
	Iteration 116Q: 3 clusters Score -2304318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2304322.250000 Penalty: 2952.952393
	Iteration 117Q: 3 clusters Score -2304322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2304324.750000 Penalty: 2952.952393
	Iteration 118Q: 3 clusters Score -2304325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2304325.500000 Penalty: 2952.952393
	Iteration 119Q: 3 clusters Score -2304326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2304324.000000 Penalty: 2952.952393
	Iteration 120F: 3 clusters Score -2304324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2304330.500000 Penalty: 2952.952393
	Iteration 121Q: 3 clusters Score -2304330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2304327.000000 Penalty: 2952.952393
	Iteration 122Q: 3 clusters Score -2304327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2304327.500000 Penalty: 2952.952393
	Iteration 123Q: 3 clusters Score -2304328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2304335.250000 Penalty: 2952.952393
	Iteration 124Q: 3 clusters Score -2304335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2304335.250000 Penalty: 2952.952393
	Iteration 125Q: 3 clusters Score -2304335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2304334.000000 Penalty: 2952.952393
	Iteration 126Q: 3 clusters Score -2304334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2304332.250000 Penalty: 2952.952393
	Iteration 127Q: 3 clusters Score -2304332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2304337.000000 Penalty: 2952.952393
	Iteration 128Q: 3 clusters Score -2304337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2304335.250000 Penalty: 2952.952393
	Iteration 129Q: 3 clusters Score -2304335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2304335.500000 Penalty: 2952.952393
	Iteration 130Q: 3 clusters Score -2304336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2304334.750000 Penalty: 2952.952393
	Iteration 131Q: 3 clusters Score -2304335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2304334.750000 Penalty: 2952.952393
	Iteration 132F: 3 clusters Score -2304335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -621164.562500 Penalty: 1288.180908
	Iteration 0F: 2 clusters Score -621164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -617055.875000 Penalty: 2576.361816
	Iteration 0F: 3 clusters Score -617055.9 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -618359.125000 Penalty: 2576.361816
	Iteration 1F: 3 clusters Score -618359.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -618648.000000 Penalty: 2576.361816
	Iteration 2F: 3 clusters Score -618648 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -618833.687500 Penalty: 2576.361816
	Iteration 3F: 3 clusters Score -618833.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -618978.125000 Penalty: 2576.361816
	Iteration 4Q: 3 clusters Score -618978.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -619125.000000 Penalty: 2576.361816
	Iteration 5Q: 3 clusters Score -619125 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -619251.312500 Penalty: 2576.361816
	Iteration 6Q: 3 clusters Score -619251.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -619348.625000 Penalty: 2576.361816
	Iteration 7Q: 3 clusters Score -619348.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -619437.687500 Penalty: 2576.361816
	Iteration 8Q: 3 clusters Score -619437.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -619523.875000 Penalty: 2576.361816
	Iteration 9Q: 3 clusters Score -619523.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -619587.687500 Penalty: 2576.361816
	Iteration 10Q: 3 clusters Score -619587.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -619640.625000 Penalty: 2576.361816
	Iteration 11Q: 3 clusters Score -619640.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -619682.125000 Penalty: 2576.361816
	Iteration 12Q: 3 clusters Score -619682.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -619724.062500 Penalty: 2576.361816
	Iteration 13Q: 3 clusters Score -619724.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -619761.250000 Penalty: 2576.361816
	Iteration 14Q: 3 clusters Score -619761.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -619808.687500 Penalty: 2576.361816
	Iteration 15Q: 3 clusters Score -619808.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -619863.000000 Penalty: 2576.361816
	Iteration 16Q: 3 clusters Score -619863 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -619914.375000 Penalty: 2576.361816
	Iteration 17Q: 3 clusters Score -619914.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -619965.062500 Penalty: 2576.361816
	Iteration 18Q: 3 clusters Score -619965.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -620007.437500 Penalty: 2576.361816
	Iteration 19Q: 3 clusters Score -620007.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -620052.000000 Penalty: 2576.361816
	Iteration 20F: 3 clusters Score -620052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -620088.625000 Penalty: 2576.361816
	Iteration 21Q: 3 clusters Score -620088.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -620116.562500 Penalty: 2576.361816
	Iteration 22Q: 3 clusters Score -620116.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -620145.812500 Penalty: 2576.361816
	Iteration 23Q: 3 clusters Score -620145.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -620164.875000 Penalty: 2576.361816
	Iteration 24Q: 3 clusters Score -620164.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -620182.937500 Penalty: 2576.361816
	Iteration 25Q: 3 clusters Score -620182.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -620195.125000 Penalty: 2576.361816
	Iteration 26Q: 3 clusters Score -620195.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -620207.250000 Penalty: 2576.361816
	Iteration 27Q: 3 clusters Score -620207.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -620222.125000 Penalty: 2576.361816
	Iteration 28Q: 3 clusters Score -620222.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -620234.750000 Penalty: 2576.361816
	Iteration 29Q: 3 clusters Score -620234.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -620249.937500 Penalty: 2576.361816
	Iteration 30Q: 3 clusters Score -620249.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -620263.375000 Penalty: 2576.361816
	Iteration 31Q: 3 clusters Score -620263.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -620273.937500 Penalty: 2576.361816
	Iteration 32Q: 3 clusters Score -620273.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -620284.750000 Penalty: 2576.361816
	Iteration 33Q: 3 clusters Score -620284.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -620293.750000 Penalty: 2576.361816
	Iteration 34Q: 3 clusters Score -620293.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -620304.625000 Penalty: 2576.361816
	Iteration 35Q: 3 clusters Score -620304.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -620314.375000 Penalty: 2576.361816
	Iteration 36Q: 3 clusters Score -620314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -620324.937500 Penalty: 2576.361816
	Iteration 37Q: 3 clusters Score -620324.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -620333.437500 Penalty: 2576.361816
	Iteration 38Q: 3 clusters Score -620333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -620341.125000 Penalty: 2576.361816
	Iteration 39Q: 3 clusters Score -620341.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -620347.937500 Penalty: 2576.361816
	Iteration 40F: 3 clusters Score -620347.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -620357.750000 Penalty: 2576.361816
	Iteration 41Q: 3 clusters Score -620357.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -620364.125000 Penalty: 2576.361816
	Iteration 42Q: 3 clusters Score -620364.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -620371.250000 Penalty: 2576.361816
	Iteration 43Q: 3 clusters Score -620371.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -620376.312500 Penalty: 2576.361816
	Iteration 44Q: 3 clusters Score -620376.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -620380.812500 Penalty: 2576.361816
	Iteration 45Q: 3 clusters Score -620380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -620382.125000 Penalty: 2576.361816
	Iteration 46Q: 3 clusters Score -620382.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -620382.500000 Penalty: 2576.361816
	Iteration 47Q: 3 clusters Score -620382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -620383.625000 Penalty: 2576.361816
	Iteration 48Q: 3 clusters Score -620383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -620384.812500 Penalty: 2576.361816
	Iteration 49Q: 3 clusters Score -620384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -620387.500000 Penalty: 2576.361816
	Iteration 50Q: 3 clusters Score -620387.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -620388.125000 Penalty: 2576.361816
	Iteration 51Q: 3 clusters Score -620388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -620388.750000 Penalty: 2576.361816
	Iteration 52Q: 3 clusters Score -620388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -620389.125000 Penalty: 2576.361816
	Iteration 53Q: 3 clusters Score -620389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -620390.250000 Penalty: 2576.361816
	Iteration 54Q: 3 clusters Score -620390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -620390.875000 Penalty: 2576.361816
	Iteration 55Q: 3 clusters Score -620390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -620390.875000 Penalty: 2576.361816
	Iteration 56F: 3 clusters Score -620390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Entering Unmasked Estep 
Score: -1876959.000000 Penalty: 1453.769531
	Iteration 0F: 2 clusters Score -1876959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1865506.125000 Penalty: 2907.539062
	Iteration 0F: 3 clusters Score -1865506 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1869539.250000 Penalty: 2907.539062
	Iteration 1F: 3 clusters Score -1869539 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1869936.750000 Penalty: 2907.539062
	Iteration 2F: 3 clusters Score -1869937 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1870237.500000 Penalty: 2907.539062
	Iteration 3Q: 3 clusters Score -1870238 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1870488.750000 Penalty: 2907.539062
	Iteration 4Q: 3 clusters Score -1870489 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1870697.875000 Penalty: 2907.539062
	Iteration 5Q: 3 clusters Score -1870698 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1870864.000000 Penalty: 2907.539062
	Iteration 6Q: 3 clusters Score -1870864 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1871037.375000 Penalty: 2907.539062
	Iteration 7Q: 3 clusters Score -1871037 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1871185.750000 Penalty: 2907.539062
	Iteration 8Q: 3 clusters Score -1871186 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1871365.500000 Penalty: 2907.539062
	Iteration 9Q: 3 clusters Score -1871366 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1871574.375000 Penalty: 2907.539062
	Iteration 10Q: 3 clusters Score -1871574 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1871773.875000 Penalty: 2907.539062
	Iteration 11Q: 3 clusters Score -1871774 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1871923.625000 Penalty: 2907.539062
	Iteration 12Q: 3 clusters Score -1871924 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1872069.500000 Penalty: 2907.539062
	Iteration 13Q: 3 clusters Score -1872070 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1872223.000000 Penalty: 2907.539062
	Iteration 14Q: 3 clusters Score -1872223 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1872377.500000 Penalty: 2907.539062
	Iteration 15Q: 3 clusters Score -1872378 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1872545.750000 Penalty: 2907.539062
	Iteration 16Q: 3 clusters Score -1872546 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1872683.125000 Penalty: 2907.539062
	Iteration 17Q: 3 clusters Score -1872683 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1872813.500000 Penalty: 2907.539062
	Iteration 18Q: 3 clusters Score -1872814 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1872944.250000 Penalty: 2907.539062
	Iteration 19Q: 3 clusters Score -1872944 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1873117.875000 Penalty: 2907.539062
	Iteration 20F: 3 clusters Score -1873118 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1873324.500000 Penalty: 2907.539062
	Iteration 21Q: 3 clusters Score -1873324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1873559.375000 Penalty: 2907.539062
	Iteration 22Q: 3 clusters Score -1873559 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1873831.125000 Penalty: 2907.539062
	Iteration 23Q: 3 clusters Score -1873831 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1874131.625000 Penalty: 2907.539062
	Iteration 24Q: 3 clusters Score -1874132 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1874437.125000 Penalty: 2907.539062
	Iteration 25Q: 3 clusters Score -1874437 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1874759.125000 Penalty: 2907.539062
	Iteration 26Q: 3 clusters Score -1874759 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1875053.750000 Penalty: 2907.539062
	Iteration 27Q: 3 clusters Score -1875054 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1875287.875000 Penalty: 2907.539062
	Iteration 28Q: 3 clusters Score -1875288 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1875478.250000 Penalty: 2907.539062
	Iteration 29Q: 3 clusters Score -1875478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1875596.250000 Penalty: 2907.539062
	Iteration 30Q: 3 clusters Score -1875596 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1875698.000000 Penalty: 2907.539062
	Iteration 31Q: 3 clusters Score -1875698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1875752.125000 Penalty: 2907.539062
	Iteration 32Q: 3 clusters Score -1875752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1875783.875000 Penalty: 2907.539062
	Iteration 33Q: 3 clusters Score -1875784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1875816.750000 Penalty: 2907.539062
	Iteration 34Q: 3 clusters Score -1875817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1875851.500000 Penalty: 2907.539062
	Iteration 35Q: 3 clusters Score -1875852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1875883.000000 Penalty: 2907.539062
	Iteration 36Q: 3 clusters Score -1875883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1875897.000000 Penalty: 2907.539062
	Iteration 37Q: 3 clusters Score -1875897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1875912.750000 Penalty: 2907.539062
	Iteration 38Q: 3 clusters Score -1875913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1875927.875000 Penalty: 2907.539062
	Iteration 39Q: 3 clusters Score -1875928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1875949.875000 Penalty: 2907.539062
	Iteration 40F: 3 clusters Score -1875950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1875962.875000 Penalty: 2907.539062
	Iteration 41Q: 3 clusters Score -1875963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1875976.000000 Penalty: 2907.539062
	Iteration 42Q: 3 clusters Score -1875976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1875984.750000 Penalty: 2907.539062
	Iteration 43Q: 3 clusters Score -1875985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1875983.750000 Penalty: 2907.539062
	Iteration 44Q: 3 clusters Score -1875984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1875985.000000 Penalty: 2907.539062
	Iteration 45Q: 3 clusters Score -1875985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1875985.000000 Penalty: 2907.539062
	Iteration 46F: 3 clusters Score -1875985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Entering Unmasked Estep 
Score: -7912974.000000 Penalty: 1658.646851
	Iteration 0F: 2 clusters Score -7912974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -7867869.500000 Penalty: 3317.293701
	Iteration 0F: 3 clusters Score -7867870 nChanged 32440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -7886360.500000 Penalty: 3317.293701
	Iteration 1F: 3 clusters Score -7886360 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -7887005.500000 Penalty: 3317.293701
	Iteration 2Q: 3 clusters Score -7887006 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -7887726.000000 Penalty: 3317.293701
	Iteration 3Q: 3 clusters Score -7887726 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7888596.000000 Penalty: 3317.293701
	Iteration 4Q: 3 clusters Score -7888596 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7889614.500000 Penalty: 3317.293701
	Iteration 5Q: 3 clusters Score -7889614 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -7890711.500000 Penalty: 3317.293701
	Iteration 6Q: 3 clusters Score -7890712 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -7892046.000000 Penalty: 3317.293701
	Iteration 7Q: 3 clusters Score -7892046 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -7893667.500000 Penalty: 3317.293701
	Iteration 8Q: 3 clusters Score -7893668 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7895892.000000 Penalty: 3317.293701
	Iteration 9F: 3 clusters Score -7895892 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -7898167.000000 Penalty: 3317.293701
	Iteration 10F: 3 clusters Score -7898167 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7899904.000000 Penalty: 3317.293701
	Iteration 11Q: 3 clusters Score -7899904 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7900767.500000 Penalty: 3317.293701
	Iteration 12Q: 3 clusters Score -7900768 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7901103.000000 Penalty: 3317.293701
	Iteration 13Q: 3 clusters Score -7901103 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7901342.000000 Penalty: 3317.293701
	Iteration 14Q: 3 clusters Score -7901342 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -7901526.000000 Penalty: 3317.293701
	Iteration 15Q: 3 clusters Score -7901526 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -7901660.500000 Penalty: 3317.293701
	Iteration 16Q: 3 clusters Score -7901660 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7901806.000000 Penalty: 3317.293701
	Iteration 17Q: 3 clusters Score -7901806 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -7902027.000000 Penalty: 3317.293701
	Iteration 18Q: 3 clusters Score -7902027 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -7902191.000000 Penalty: 3317.293701
	Iteration 19Q: 3 clusters Score -7902191 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -7902386.000000 Penalty: 3317.293701
	Iteration 20F: 3 clusters Score -7902386 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -7902543.500000 Penalty: 3317.293701
	Iteration 21Q: 3 clusters Score -7902544 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -7902719.500000 Penalty: 3317.293701
	Iteration 22Q: 3 clusters Score -7902720 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -7902948.000000 Penalty: 3317.293701
	Iteration 23Q: 3 clusters Score -7902948 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -7903136.500000 Penalty: 3317.293701
	Iteration 24Q: 3 clusters Score -7903136 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -7903336.500000 Penalty: 3317.293701
	Iteration 25Q: 3 clusters Score -7903336 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -7903502.500000 Penalty: 3317.293701
	Iteration 26Q: 3 clusters Score -7903502 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -7903713.500000 Penalty: 3317.293701
	Iteration 27Q: 3 clusters Score -7903714 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -7903943.500000 Penalty: 3317.293701
	Iteration 28Q: 3 clusters Score -7903944 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -7904192.000000 Penalty: 3317.293701
	Iteration 29Q: 3 clusters Score -7904192 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -7904447.000000 Penalty: 3317.293701
	Iteration 30Q: 3 clusters Score -7904447 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -7904748.500000 Penalty: 3317.293701
	Iteration 31Q: 3 clusters Score -7904748 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -7905033.500000 Penalty: 3317.293701
	Iteration 32Q: 3 clusters Score -7905034 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7905391.000000 Penalty: 3317.293701
	Iteration 33Q: 3 clusters Score -7905391 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7905732.000000 Penalty: 3317.293701
	Iteration 34Q: 3 clusters Score -7905732 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -7906048.500000 Penalty: 3317.293701
	Iteration 35Q: 3 clusters Score -7906048 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -7906483.000000 Penalty: 3317.293701
	Iteration 36Q: 3 clusters Score -7906483 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7906989.000000 Penalty: 3317.293701
	Iteration 37Q: 3 clusters Score -7906989 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -7907473.000000 Penalty: 3317.293701
	Iteration 38Q: 3 clusters Score -7907473 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -7907957.500000 Penalty: 3317.293701
	Iteration 39Q: 3 clusters Score -7907958 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -7908361.000000 Penalty: 3317.293701
	Iteration 40F: 3 clusters Score -7908361 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -7908782.500000 Penalty: 3317.293701
	Iteration 41Q: 3 clusters Score -7908782 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -7909243.500000 Penalty: 3317.293701
	Iteration 42Q: 3 clusters Score -7909244 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -7909633.000000 Penalty: 3317.293701
	Iteration 43Q: 3 clusters Score -7909633 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -7909954.500000 Penalty: 3317.293701
	Iteration 44Q: 3 clusters Score -7909954 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -7910234.000000 Penalty: 3317.293701
	Iteration 45Q: 3 clusters Score -7910234 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -7910418.000000 Penalty: 3317.293701
	Iteration 46Q: 3 clusters Score -7910418 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -7910595.500000 Penalty: 3317.293701
	Iteration 47Q: 3 clusters Score -7910596 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -7910815.500000 Penalty: 3317.293701
	Iteration 48Q: 3 clusters Score -7910816 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -7910948.500000 Penalty: 3317.293701
	Iteration 49Q: 3 clusters Score -7910948 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -7911066.000000 Penalty: 3317.293701
	Iteration 50Q: 3 clusters Score -7911066 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -7911204.000000 Penalty: 3317.293701
	Iteration 51Q: 3 clusters Score -7911204 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -7911297.500000 Penalty: 3317.293701
	Iteration 52Q: 3 clusters Score -7911298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -7911373.000000 Penalty: 3317.293701
	Iteration 53Q: 3 clusters Score -7911373 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -7911421.500000 Penalty: 3317.293701
	Iteration 54Q: 3 clusters Score -7911422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -7911493.500000 Penalty: 3317.293701
	Iteration 55Q: 3 clusters Score -7911494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -7911522.500000 Penalty: 3317.293701
	Iteration 56Q: 3 clusters Score -7911522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -7911556.500000 Penalty: 3317.293701
	Iteration 57Q: 3 clusters Score -7911556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -7911597.500000 Penalty: 3317.293701
	Iteration 58Q: 3 clusters Score -7911598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -7911637.000000 Penalty: 3317.293701
	Iteration 59Q: 3 clusters Score -7911637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -7911655.500000 Penalty: 3317.293701
	Iteration 60F: 3 clusters Score -7911656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -7911669.000000 Penalty: 3317.293701
	Iteration 61Q: 3 clusters Score -7911669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -7911679.500000 Penalty: 3317.293701
	Iteration 62Q: 3 clusters Score -7911680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -7911682.000000 Penalty: 3317.293701
	Iteration 63Q: 3 clusters Score -7911682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -7911684.500000 Penalty: 3317.293701
	Iteration 64Q: 3 clusters Score -7911684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -7911694.000000 Penalty: 3317.293701
	Iteration 65Q: 3 clusters Score -7911694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -7911703.000000 Penalty: 3317.293701
	Iteration 66Q: 3 clusters Score -7911703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -7911709.000000 Penalty: 3317.293701
	Iteration 67Q: 3 clusters Score -7911709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -7911710.000000 Penalty: 3317.293701
	Iteration 68Q: 3 clusters Score -7911710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -7911708.500000 Penalty: 3317.293701
	Iteration 69Q: 3 clusters Score -7911708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -7911727.500000 Penalty: 3317.293701
	Iteration 70Q: 3 clusters Score -7911728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -7911724.000000 Penalty: 3317.293701
	Iteration 71Q: 3 clusters Score -7911724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -7911733.000000 Penalty: 3317.293701
	Iteration 72Q: 3 clusters Score -7911733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -7911730.500000 Penalty: 3317.293701
	Iteration 73Q: 3 clusters Score -7911730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -7911731.500000 Penalty: 3317.293701
	Iteration 74Q: 3 clusters Score -7911732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -7911735.000000 Penalty: 3317.293701
	Iteration 75Q: 3 clusters Score -7911735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -7911736.500000 Penalty: 3317.293701
	Iteration 76Q: 3 clusters Score -7911736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -7911738.500000 Penalty: 3317.293701
	Iteration 77Q: 3 clusters Score -7911738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -7911739.500000 Penalty: 3317.293701
	Iteration 78Q: 3 clusters Score -7911740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -7911737.000000 Penalty: 3317.293701
	Iteration 79Q: 3 clusters Score -7911737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -7911736.000000 Penalty: 3317.293701
	Iteration 80F: 3 clusters Score -7911736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Entering Unmasked Estep 
Score: -2640921.750000 Penalty: 1499.735718
	Iteration 0F: 2 clusters Score -2640922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2625294.750000 Penalty: 2999.471436
	Iteration 0F: 3 clusters Score -2625295 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2631033.250000 Penalty: 2999.471436
	Iteration 1F: 3 clusters Score -2631033 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2631521.750000 Penalty: 2999.471436
	Iteration 2F: 3 clusters Score -2631522 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2631946.000000 Penalty: 2999.471436
	Iteration 3Q: 3 clusters Score -2631946 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2632395.000000 Penalty: 2999.471436
	Iteration 4Q: 3 clusters Score -2632395 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2632913.250000 Penalty: 2999.471436
	Iteration 5Q: 3 clusters Score -2632913 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2633482.750000 Penalty: 2999.471436
	Iteration 6Q: 3 clusters Score -2633483 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2634168.000000 Penalty: 2999.471436
	Iteration 7Q: 3 clusters Score -2634168 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2634956.000000 Penalty: 2999.471436
	Iteration 8F: 3 clusters Score -2634956 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2635820.750000 Penalty: 2999.471436
	Iteration 9F: 3 clusters Score -2635821 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2636732.250000 Penalty: 2999.471436
	Iteration 10F: 3 clusters Score -2636732 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2637661.000000 Penalty: 2999.471436
	Iteration 11F: 3 clusters Score -2637661 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2638529.000000 Penalty: 2999.471436
	Iteration 12Q: 3 clusters Score -2638529 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2639243.250000 Penalty: 2999.471436
	Iteration 13Q: 3 clusters Score -2639243 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2639811.500000 Penalty: 2999.471436
	Iteration 14Q: 3 clusters Score -2639812 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2640353.000000 Penalty: 2999.471436
	Iteration 15Q: 3 clusters Score -2640353 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2640807.750000 Penalty: 2999.471436
	Iteration 16Q: 3 clusters Score -2640808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2641032.500000 Penalty: 2999.471436
	Iteration 17Q: 3 clusters Score -2641032 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2641148.500000 Penalty: 2999.471436
	Iteration 18Q: 3 clusters Score -2641148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2641215.750000 Penalty: 2999.471436
	Iteration 19Q: 3 clusters Score -2641216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2641245.250000 Penalty: 2999.471436
	Iteration 20F: 3 clusters Score -2641245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2641254.000000 Penalty: 2999.471436
	Iteration 21Q: 3 clusters Score -2641254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2641269.500000 Penalty: 2999.471436
	Iteration 22Q: 3 clusters Score -2641270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2641282.750000 Penalty: 2999.471436
	Iteration 23Q: 3 clusters Score -2641283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2641286.750000 Penalty: 2999.471436
	Iteration 24Q: 3 clusters Score -2641287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2641283.500000 Penalty: 2999.471436
	Iteration 25Q: 3 clusters Score -2641284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2641293.000000 Penalty: 2999.471436
	Iteration 26Q: 3 clusters Score -2641293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2641298.250000 Penalty: 2999.471436
	Iteration 27Q: 3 clusters Score -2641298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2641298.750000 Penalty: 2999.471436
	Iteration 28Q: 3 clusters Score -2641299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2641306.500000 Penalty: 2999.471436
	Iteration 29Q: 3 clusters Score -2641306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2641301.250000 Penalty: 2999.471436
	Iteration 30Q: 3 clusters Score -2641301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2641311.000000 Penalty: 2999.471436
	Iteration 31Q: 3 clusters Score -2641311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2641304.750000 Penalty: 2999.471436
	Iteration 32Q: 3 clusters Score -2641305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2641306.250000 Penalty: 2999.471436
	Iteration 33Q: 3 clusters Score -2641306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2641306.500000 Penalty: 2999.471436
	Iteration 34Q: 3 clusters Score -2641306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2641311.500000 Penalty: 2999.471436
	Iteration 35Q: 3 clusters Score -2641312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2641309.500000 Penalty: 2999.471436
	Iteration 36Q: 3 clusters Score -2641310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2641311.000000 Penalty: 2999.471436
	Iteration 37Q: 3 clusters Score -2641311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2641314.250000 Penalty: 2999.471436
	Iteration 38Q: 3 clusters Score -2641314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2641315.750000 Penalty: 2999.471436
	Iteration 39Q: 3 clusters Score -2641316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2641315.750000 Penalty: 2999.471436
	Iteration 40F: 3 clusters Score -2641316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 21321 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65750 members 
Mstep: Class 11 contains 75369 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16558 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52244 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46566 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 2513 members 
Entering Unmasked Estep 
Score: -111088808.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111089520.000000 to -111088808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -810188.687500 Penalty: 1325.834961
	Iteration 0F: 2 clusters Score -810188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -804985.687500 Penalty: 2651.669922
	Iteration 0F: 3 clusters Score -804985.7 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -806647.562500 Penalty: 2651.669922
	Iteration 1F: 3 clusters Score -806647.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -806908.125000 Penalty: 2651.669922
	Iteration 2F: 3 clusters Score -806908.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -807092.187500 Penalty: 2651.669922
	Iteration 3F: 3 clusters Score -807092.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -807224.750000 Penalty: 2651.669922
	Iteration 4Q: 3 clusters Score -807224.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -807318.187500 Penalty: 2651.669922
	Iteration 5Q: 3 clusters Score -807318.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -807391.187500 Penalty: 2651.669922
	Iteration 6Q: 3 clusters Score -807391.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -807444.937500 Penalty: 2651.669922
	Iteration 7Q: 3 clusters Score -807444.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -807494.250000 Penalty: 2651.669922
	Iteration 8Q: 3 clusters Score -807494.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -807542.625000 Penalty: 2651.669922
	Iteration 9Q: 3 clusters Score -807542.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -807591.062500 Penalty: 2651.669922
	Iteration 10Q: 3 clusters Score -807591.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -807654.687500 Penalty: 2651.669922
	Iteration 11Q: 3 clusters Score -807654.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -807727.187500 Penalty: 2651.669922
	Iteration 12Q: 3 clusters Score -807727.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -807800.437500 Penalty: 2651.669922
	Iteration 13Q: 3 clusters Score -807800.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -807882.250000 Penalty: 2651.669922
	Iteration 14Q: 3 clusters Score -807882.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -807975.937500 Penalty: 2651.669922
	Iteration 15Q: 3 clusters Score -807975.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -808068.562500 Penalty: 2651.669922
	Iteration 16Q: 3 clusters Score -808068.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -808156.562500 Penalty: 2651.669922
	Iteration 17Q: 3 clusters Score -808156.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -808258.125000 Penalty: 2651.669922
	Iteration 18Q: 3 clusters Score -808258.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -808351.125000 Penalty: 2651.669922
	Iteration 19Q: 3 clusters Score -808351.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -808458.062500 Penalty: 2651.669922
	Iteration 20F: 3 clusters Score -808458.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -808555.875000 Penalty: 2651.669922
	Iteration 21Q: 3 clusters Score -808555.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -808631.250000 Penalty: 2651.669922
	Iteration 22Q: 3 clusters Score -808631.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -808690.125000 Penalty: 2651.669922
	Iteration 23Q: 3 clusters Score -808690.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -808738.500000 Penalty: 2651.669922
	Iteration 24Q: 3 clusters Score -808738.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -808777.562500 Penalty: 2651.669922
	Iteration 25Q: 3 clusters Score -808777.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -808802.437500 Penalty: 2651.669922
	Iteration 26Q: 3 clusters Score -808802.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -808821.875000 Penalty: 2651.669922
	Iteration 27Q: 3 clusters Score -808821.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -808837.312500 Penalty: 2651.669922
	Iteration 28Q: 3 clusters Score -808837.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -808846.937500 Penalty: 2651.669922
	Iteration 29Q: 3 clusters Score -808846.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -808860.625000 Penalty: 2651.669922
	Iteration 30Q: 3 clusters Score -808860.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -808877.250000 Penalty: 2651.669922
	Iteration 31Q: 3 clusters Score -808877.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -808891.000000 Penalty: 2651.669922
	Iteration 32Q: 3 clusters Score -808891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -808903.625000 Penalty: 2651.669922
	Iteration 33Q: 3 clusters Score -808903.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -808909.187500 Penalty: 2651.669922
	Iteration 34Q: 3 clusters Score -808909.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -808916.125000 Penalty: 2651.669922
	Iteration 35Q: 3 clusters Score -808916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -808919.437500 Penalty: 2651.669922
	Iteration 36Q: 3 clusters Score -808919.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -808924.375000 Penalty: 2651.669922
	Iteration 37Q: 3 clusters Score -808924.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -808931.125000 Penalty: 2651.669922
	Iteration 38Q: 3 clusters Score -808931.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -808940.000000 Penalty: 2651.669922
	Iteration 39Q: 3 clusters Score -808940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -808950.375000 Penalty: 2651.669922
	Iteration 40F: 3 clusters Score -808950.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -808955.437500 Penalty: 2651.669922
	Iteration 41Q: 3 clusters Score -808955.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -808966.687500 Penalty: 2651.669922
	Iteration 42Q: 3 clusters Score -808966.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -808974.687500 Penalty: 2651.669922
	Iteration 43Q: 3 clusters Score -808974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -808983.500000 Penalty: 2651.669922
	Iteration 44Q: 3 clusters Score -808983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -808990.750000 Penalty: 2651.669922
	Iteration 45Q: 3 clusters Score -808990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -808999.437500 Penalty: 2651.669922
	Iteration 46Q: 3 clusters Score -808999.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -809003.250000 Penalty: 2651.669922
	Iteration 47Q: 3 clusters Score -809003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -809008.937500 Penalty: 2651.669922
	Iteration 48Q: 3 clusters Score -809008.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -809015.125000 Penalty: 2651.669922
	Iteration 49Q: 3 clusters Score -809015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -809021.562500 Penalty: 2651.669922
	Iteration 50Q: 3 clusters Score -809021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -809025.750000 Penalty: 2651.669922
	Iteration 51Q: 3 clusters Score -809025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -809032.500000 Penalty: 2651.669922
	Iteration 52Q: 3 clusters Score -809032.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -809041.187500 Penalty: 2651.669922
	Iteration 53Q: 3 clusters Score -809041.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -809053.250000 Penalty: 2651.669922
	Iteration 54Q: 3 clusters Score -809053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -809066.562500 Penalty: 2651.669922
	Iteration 55Q: 3 clusters Score -809066.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -809086.250000 Penalty: 2651.669922
	Iteration 56Q: 3 clusters Score -809086.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -809100.500000 Penalty: 2651.669922
	Iteration 57Q: 3 clusters Score -809100.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -809114.375000 Penalty: 2651.669922
	Iteration 58Q: 3 clusters Score -809114.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -809125.625000 Penalty: 2651.669922
	Iteration 59Q: 3 clusters Score -809125.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -809140.375000 Penalty: 2651.669922
	Iteration 60F: 3 clusters Score -809140.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -809149.375000 Penalty: 2651.669922
	Iteration 61Q: 3 clusters Score -809149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -809158.812500 Penalty: 2651.669922
	Iteration 62Q: 3 clusters Score -809158.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -809168.312500 Penalty: 2651.669922
	Iteration 63Q: 3 clusters Score -809168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -809183.187500 Penalty: 2651.669922
	Iteration 64Q: 3 clusters Score -809183.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -809195.687500 Penalty: 2651.669922
	Iteration 65Q: 3 clusters Score -809195.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -809206.875000 Penalty: 2651.669922
	Iteration 66Q: 3 clusters Score -809206.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -809224.500000 Penalty: 2651.669922
	Iteration 67Q: 3 clusters Score -809224.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -809237.687500 Penalty: 2651.669922
	Iteration 68Q: 3 clusters Score -809237.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -809255.000000 Penalty: 2651.669922
	Iteration 69Q: 3 clusters Score -809255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -809269.812500 Penalty: 2651.669922
	Iteration 70Q: 3 clusters Score -809269.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -809286.562500 Penalty: 2651.669922
	Iteration 71Q: 3 clusters Score -809286.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -809297.937500 Penalty: 2651.669922
	Iteration 72Q: 3 clusters Score -809297.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -809316.125000 Penalty: 2651.669922
	Iteration 73Q: 3 clusters Score -809316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -809325.375000 Penalty: 2651.669922
	Iteration 74Q: 3 clusters Score -809325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -809331.375000 Penalty: 2651.669922
	Iteration 75Q: 3 clusters Score -809331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -809343.625000 Penalty: 2651.669922
	Iteration 76Q: 3 clusters Score -809343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -809348.687500 Penalty: 2651.669922
	Iteration 77Q: 3 clusters Score -809348.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -809354.500000 Penalty: 2651.669922
	Iteration 78Q: 3 clusters Score -809354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -809359.750000 Penalty: 2651.669922
	Iteration 79Q: 3 clusters Score -809359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -809366.937500 Penalty: 2651.669922
	Iteration 80F: 3 clusters Score -809366.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -809371.000000 Penalty: 2651.669922
	Iteration 81Q: 3 clusters Score -809371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -809370.937500 Penalty: 2651.669922
	Iteration 82Q: 3 clusters Score -809370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -809373.187500 Penalty: 2651.669922
	Iteration 83Q: 3 clusters Score -809373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -809376.250000 Penalty: 2651.669922
	Iteration 84Q: 3 clusters Score -809376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -809378.875000 Penalty: 2651.669922
	Iteration 85Q: 3 clusters Score -809378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -809378.125000 Penalty: 2651.669922
	Iteration 86Q: 3 clusters Score -809378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -809378.125000 Penalty: 2651.669922
	Iteration 87F: 3 clusters Score -809378.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29010.833984 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29010.83 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29267.111328 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29267.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29356.578125 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29356.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29382.730469 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29382.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29392.869141 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29392.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29408.261719 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29408.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29435.572266 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29435.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29440.855469 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29440.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29446.298828 Penalty: 1821.400513
	Iteration 8Q: 3 clusters Score -29446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29461.324219 Penalty: 1821.400513
	Iteration 9Q: 3 clusters Score -29461.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29472.693359 Penalty: 1821.400513
	Iteration 10Q: 3 clusters Score -29472.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29474.949219 Penalty: 1821.400513
	Iteration 11Q: 3 clusters Score -29474.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29474.949219 Penalty: 1821.400513
	Iteration 12F: 3 clusters Score -29474.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Entering Unmasked Estep 
Score: -7324899.000000 Penalty: 1650.729858
	Iteration 0F: 2 clusters Score -7324899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -7282283.500000 Penalty: 3301.459717
	Iteration 0F: 3 clusters Score -7282284 nChanged 30738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -7299759.000000 Penalty: 3301.459717
	Iteration 1F: 3 clusters Score -7299759 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -7301020.500000 Penalty: 3301.459717
	Iteration 2Q: 3 clusters Score -7301020 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -7302707.500000 Penalty: 3301.459717
	Iteration 3F: 3 clusters Score -7302708 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -7304789.500000 Penalty: 3301.459717
	Iteration 4F: 3 clusters Score -7304790 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -7307380.500000 Penalty: 3301.459717
	Iteration 5F: 3 clusters Score -7307380 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -7310137.500000 Penalty: 3301.459717
	Iteration 6F: 3 clusters Score -7310138 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7313078.500000 Penalty: 3301.459717
	Iteration 7F: 3 clusters Score -7313078 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -7315692.000000 Penalty: 3301.459717
	Iteration 8F: 3 clusters Score -7315692 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -7317775.500000 Penalty: 3301.459717
	Iteration 9Q: 3 clusters Score -7317776 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7319032.500000 Penalty: 3301.459717
	Iteration 10Q: 3 clusters Score -7319032 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7319785.500000 Penalty: 3301.459717
	Iteration 11Q: 3 clusters Score -7319786 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7320208.000000 Penalty: 3301.459717
	Iteration 12Q: 3 clusters Score -7320208 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -7320536.500000 Penalty: 3301.459717
	Iteration 13Q: 3 clusters Score -7320536 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -7320846.000000 Penalty: 3301.459717
	Iteration 14Q: 3 clusters Score -7320846 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -7321040.000000 Penalty: 3301.459717
	Iteration 15Q: 3 clusters Score -7321040 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7321220.000000 Penalty: 3301.459717
	Iteration 16Q: 3 clusters Score -7321220 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7321414.500000 Penalty: 3301.459717
	Iteration 17Q: 3 clusters Score -7321414 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7321495.000000 Penalty: 3301.459717
	Iteration 18Q: 3 clusters Score -7321495 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7321600.000000 Penalty: 3301.459717
	Iteration 19Q: 3 clusters Score -7321600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -7321669.000000 Penalty: 3301.459717
	Iteration 20F: 3 clusters Score -7321669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7321749.500000 Penalty: 3301.459717
	Iteration 21Q: 3 clusters Score -7321750 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7321783.000000 Penalty: 3301.459717
	Iteration 22Q: 3 clusters Score -7321783 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -7321845.500000 Penalty: 3301.459717
	Iteration 23Q: 3 clusters Score -7321846 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7321855.000000 Penalty: 3301.459717
	Iteration 24Q: 3 clusters Score -7321855 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7321877.000000 Penalty: 3301.459717
	Iteration 25Q: 3 clusters Score -7321877 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7321899.500000 Penalty: 3301.459717
	Iteration 26Q: 3 clusters Score -7321900 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -7321925.500000 Penalty: 3301.459717
	Iteration 27Q: 3 clusters Score -7321926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -7321945.000000 Penalty: 3301.459717
	Iteration 28Q: 3 clusters Score -7321945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7321972.500000 Penalty: 3301.459717
	Iteration 29Q: 3 clusters Score -7321972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7321994.000000 Penalty: 3301.459717
	Iteration 30Q: 3 clusters Score -7321994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -7322005.500000 Penalty: 3301.459717
	Iteration 31Q: 3 clusters Score -7322006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7322000.000000 Penalty: 3301.459717
	Iteration 32Q: 3 clusters Score -7322000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -7321992.500000 Penalty: 3301.459717
	Iteration 33Q: 3 clusters Score -7321992 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7322003.000000 Penalty: 3301.459717
	Iteration 34Q: 3 clusters Score -7322003 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7322040.000000 Penalty: 3301.459717
	Iteration 35Q: 3 clusters Score -7322040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7322049.500000 Penalty: 3301.459717
	Iteration 36Q: 3 clusters Score -7322050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7322061.500000 Penalty: 3301.459717
	Iteration 37Q: 3 clusters Score -7322062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -7322114.000000 Penalty: 3301.459717
	Iteration 38Q: 3 clusters Score -7322114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -7322086.000000 Penalty: 3301.459717
	Iteration 39Q: 3 clusters Score -7322086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7322115.000000 Penalty: 3301.459717
	Iteration 40F: 3 clusters Score -7322115 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7322114.000000 Penalty: 3301.459717
	Iteration 41Q: 3 clusters Score -7322114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -7322129.000000 Penalty: 3301.459717
	Iteration 42Q: 3 clusters Score -7322129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -7322172.000000 Penalty: 3301.459717
	Iteration 43Q: 3 clusters Score -7322172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -7322203.500000 Penalty: 3301.459717
	Iteration 44Q: 3 clusters Score -7322204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -7322215.000000 Penalty: 3301.459717
	Iteration 45Q: 3 clusters Score -7322215 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7322234.000000 Penalty: 3301.459717
	Iteration 46Q: 3 clusters Score -7322234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7322212.500000 Penalty: 3301.459717
	Iteration 47Q: 3 clusters Score -7322212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -7322218.500000 Penalty: 3301.459717
	Iteration 48Q: 3 clusters Score -7322218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7322235.500000 Penalty: 3301.459717
	Iteration 49Q: 3 clusters Score -7322236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -7322226.500000 Penalty: 3301.459717
	Iteration 50Q: 3 clusters Score -7322226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -7322220.000000 Penalty: 3301.459717
	Iteration 51Q: 3 clusters Score -7322220 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -7322231.000000 Penalty: 3301.459717
	Iteration 52Q: 3 clusters Score -7322231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -7322246.000000 Penalty: 3301.459717
	Iteration 53Q: 3 clusters Score -7322246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -7322259.500000 Penalty: 3301.459717
	Iteration 54Q: 3 clusters Score -7322260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -7322266.000000 Penalty: 3301.459717
	Iteration 55Q: 3 clusters Score -7322266 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -7322262.000000 Penalty: 3301.459717
	Iteration 56Q: 3 clusters Score -7322262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7322268.000000 Penalty: 3301.459717
	Iteration 57Q: 3 clusters Score -7322268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -7322298.000000 Penalty: 3301.459717
	Iteration 58Q: 3 clusters Score -7322298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7322326.000000 Penalty: 3301.459717
	Iteration 59Q: 3 clusters Score -7322326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -7322305.500000 Penalty: 3301.459717
	Iteration 60F: 3 clusters Score -7322306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -7322321.000000 Penalty: 3301.459717
	Iteration 61Q: 3 clusters Score -7322321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -7322341.500000 Penalty: 3301.459717
	Iteration 62Q: 3 clusters Score -7322342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -7322364.500000 Penalty: 3301.459717
	Iteration 63Q: 3 clusters Score -7322364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -7322365.000000 Penalty: 3301.459717
	Iteration 64Q: 3 clusters Score -7322365 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -7322383.000000 Penalty: 3301.459717
	Iteration 65Q: 3 clusters Score -7322383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7322394.500000 Penalty: 3301.459717
	Iteration 66Q: 3 clusters Score -7322394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -7322388.500000 Penalty: 3301.459717
	Iteration 67Q: 3 clusters Score -7322388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -7322404.000000 Penalty: 3301.459717
	Iteration 68Q: 3 clusters Score -7322404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -7322412.500000 Penalty: 3301.459717
	Iteration 69Q: 3 clusters Score -7322412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -7322404.500000 Penalty: 3301.459717
	Iteration 70Q: 3 clusters Score -7322404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -7322424.000000 Penalty: 3301.459717
	Iteration 71Q: 3 clusters Score -7322424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -7322414.500000 Penalty: 3301.459717
	Iteration 72Q: 3 clusters Score -7322414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -7322420.000000 Penalty: 3301.459717
	Iteration 73Q: 3 clusters Score -7322420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -7322442.000000 Penalty: 3301.459717
	Iteration 74Q: 3 clusters Score -7322442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -7322447.000000 Penalty: 3301.459717
	Iteration 75Q: 3 clusters Score -7322447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -7322445.000000 Penalty: 3301.459717
	Iteration 76Q: 3 clusters Score -7322445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -7322442.500000 Penalty: 3301.459717
	Iteration 77Q: 3 clusters Score -7322442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -7322438.500000 Penalty: 3301.459717
	Iteration 78Q: 3 clusters Score -7322438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -7322427.000000 Penalty: 3301.459717
	Iteration 79Q: 3 clusters Score -7322427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -7322424.000000 Penalty: 3301.459717
	Iteration 80F: 3 clusters Score -7322424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -7322419.000000 Penalty: 3301.459717
	Iteration 81Q: 3 clusters Score -7322419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -7322451.000000 Penalty: 3301.459717
	Iteration 82Q: 3 clusters Score -7322451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -7322477.000000 Penalty: 3301.459717
	Iteration 83Q: 3 clusters Score -7322477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -7322489.000000 Penalty: 3301.459717
	Iteration 84Q: 3 clusters Score -7322489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -7322491.000000 Penalty: 3301.459717
	Iteration 85Q: 3 clusters Score -7322491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -7322491.500000 Penalty: 3301.459717
	Iteration 86Q: 3 clusters Score -7322492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -7322489.000000 Penalty: 3301.459717
	Iteration 87Q: 3 clusters Score -7322489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -7322493.500000 Penalty: 3301.459717
	Iteration 88Q: 3 clusters Score -7322494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -7322483.000000 Penalty: 3301.459717
	Iteration 89Q: 3 clusters Score -7322483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -7322465.000000 Penalty: 3301.459717
	Iteration 90Q: 3 clusters Score -7322465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -7322454.500000 Penalty: 3301.459717
	Iteration 91Q: 3 clusters Score -7322454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -7322465.000000 Penalty: 3301.459717
	Iteration 92Q: 3 clusters Score -7322465 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -7322471.500000 Penalty: 3301.459717
	Iteration 93Q: 3 clusters Score -7322472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -7322490.500000 Penalty: 3301.459717
	Iteration 94Q: 3 clusters Score -7322490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -7322492.500000 Penalty: 3301.459717
	Iteration 95Q: 3 clusters Score -7322492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -7322500.000000 Penalty: 3301.459717
	Iteration 96Q: 3 clusters Score -7322500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -7322510.500000 Penalty: 3301.459717
	Iteration 97Q: 3 clusters Score -7322510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -7322512.000000 Penalty: 3301.459717
	Iteration 98Q: 3 clusters Score -7322512 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -7322509.000000 Penalty: 3301.459717
	Iteration 99Q: 3 clusters Score -7322509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -7322536.500000 Penalty: 3301.459717
	Iteration 100F: 3 clusters Score -7322536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -7322526.500000 Penalty: 3301.459717
	Iteration 101Q: 3 clusters Score -7322526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -7322534.000000 Penalty: 3301.459717
	Iteration 102Q: 3 clusters Score -7322534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -7322582.500000 Penalty: 3301.459717
	Iteration 103Q: 3 clusters Score -7322582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -7322590.000000 Penalty: 3301.459717
	Iteration 104Q: 3 clusters Score -7322590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -7322576.500000 Penalty: 3301.459717
	Iteration 105Q: 3 clusters Score -7322576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -7322600.500000 Penalty: 3301.459717
	Iteration 106Q: 3 clusters Score -7322600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -7322607.000000 Penalty: 3301.459717
	Iteration 107Q: 3 clusters Score -7322607 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -7322634.000000 Penalty: 3301.459717
	Iteration 108Q: 3 clusters Score -7322634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -7322640.000000 Penalty: 3301.459717
	Iteration 109Q: 3 clusters Score -7322640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -7322633.000000 Penalty: 3301.459717
	Iteration 110Q: 3 clusters Score -7322633 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -7322636.500000 Penalty: 3301.459717
	Iteration 111Q: 3 clusters Score -7322636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -7322667.500000 Penalty: 3301.459717
	Iteration 112Q: 3 clusters Score -7322668 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -7322691.500000 Penalty: 3301.459717
	Iteration 113Q: 3 clusters Score -7322692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -7322695.000000 Penalty: 3301.459717
	Iteration 114Q: 3 clusters Score -7322695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -7322700.000000 Penalty: 3301.459717
	Iteration 115Q: 3 clusters Score -7322700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -7322695.000000 Penalty: 3301.459717
	Iteration 116Q: 3 clusters Score -7322695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -7322687.500000 Penalty: 3301.459717
	Iteration 117Q: 3 clusters Score -7322688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -7322695.500000 Penalty: 3301.459717
	Iteration 118Q: 3 clusters Score -7322696 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -7322705.000000 Penalty: 3301.459717
	Iteration 119Q: 3 clusters Score -7322705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -7322720.000000 Penalty: 3301.459717
	Iteration 120F: 3 clusters Score -7322720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -7322704.500000 Penalty: 3301.459717
	Iteration 121Q: 3 clusters Score -7322704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -7322719.000000 Penalty: 3301.459717
	Iteration 122Q: 3 clusters Score -7322719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -7322727.000000 Penalty: 3301.459717
	Iteration 123Q: 3 clusters Score -7322727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -7322736.000000 Penalty: 3301.459717
	Iteration 124Q: 3 clusters Score -7322736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -7322717.500000 Penalty: 3301.459717
	Iteration 125Q: 3 clusters Score -7322718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -7322723.500000 Penalty: 3301.459717
	Iteration 126Q: 3 clusters Score -7322724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -7322734.000000 Penalty: 3301.459717
	Iteration 127Q: 3 clusters Score -7322734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -7322746.500000 Penalty: 3301.459717
	Iteration 128Q: 3 clusters Score -7322746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -7322751.000000 Penalty: 3301.459717
	Iteration 129Q: 3 clusters Score -7322751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -7322758.500000 Penalty: 3301.459717
	Iteration 130Q: 3 clusters Score -7322758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -7322764.000000 Penalty: 3301.459717
	Iteration 131Q: 3 clusters Score -7322764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -7322766.000000 Penalty: 3301.459717
	Iteration 132Q: 3 clusters Score -7322766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -7322773.500000 Penalty: 3301.459717
	Iteration 133Q: 3 clusters Score -7322774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -7322790.500000 Penalty: 3301.459717
	Iteration 134Q: 3 clusters Score -7322790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -7322792.000000 Penalty: 3301.459717
	Iteration 135Q: 3 clusters Score -7322792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -7322803.500000 Penalty: 3301.459717
	Iteration 136Q: 3 clusters Score -7322804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -7322808.500000 Penalty: 3301.459717
	Iteration 137Q: 3 clusters Score -7322808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -7322799.500000 Penalty: 3301.459717
	Iteration 138Q: 3 clusters Score -7322800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -7322799.500000 Penalty: 3301.459717
	Iteration 139Q: 3 clusters Score -7322800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -7322810.000000 Penalty: 3301.459717
	Iteration 140F: 3 clusters Score -7322810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -7322823.000000 Penalty: 3301.459717
	Iteration 141Q: 3 clusters Score -7322823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -7322809.000000 Penalty: 3301.459717
	Iteration 142Q: 3 clusters Score -7322809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -7322815.500000 Penalty: 3301.459717
	Iteration 143Q: 3 clusters Score -7322816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -7322812.500000 Penalty: 3301.459717
	Iteration 144Q: 3 clusters Score -7322812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -7322811.500000 Penalty: 3301.459717
	Iteration 145Q: 3 clusters Score -7322812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -7322806.000000 Penalty: 3301.459717
	Iteration 146Q: 3 clusters Score -7322806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -7322798.000000 Penalty: 3301.459717
	Iteration 147Q: 3 clusters Score -7322798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -7322813.000000 Penalty: 3301.459717
	Iteration 148Q: 3 clusters Score -7322813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -7322816.500000 Penalty: 3301.459717
	Iteration 149Q: 3 clusters Score -7322816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -7322815.500000 Penalty: 3301.459717
	Iteration 150Q: 3 clusters Score -7322816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -7322808.000000 Penalty: 3301.459717
	Iteration 151Q: 3 clusters Score -7322808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -7322825.500000 Penalty: 3301.459717
	Iteration 152Q: 3 clusters Score -7322826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -7322821.500000 Penalty: 3301.459717
	Iteration 153Q: 3 clusters Score -7322822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -7322837.500000 Penalty: 3301.459717
	Iteration 154Q: 3 clusters Score -7322838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -7322840.500000 Penalty: 3301.459717
	Iteration 155Q: 3 clusters Score -7322840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -7322839.500000 Penalty: 3301.459717
	Iteration 156Q: 3 clusters Score -7322840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -7322862.500000 Penalty: 3301.459717
	Iteration 157Q: 3 clusters Score -7322862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7322843.500000 Penalty: 3301.459717
	Iteration 158Q: 3 clusters Score -7322844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -7322855.500000 Penalty: 3301.459717
	Iteration 159Q: 3 clusters Score -7322856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -7322867.500000 Penalty: 3301.459717
	Iteration 160F: 3 clusters Score -7322868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -7322873.500000 Penalty: 3301.459717
	Iteration 161Q: 3 clusters Score -7322874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -7322876.000000 Penalty: 3301.459717
	Iteration 162Q: 3 clusters Score -7322876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -7322862.000000 Penalty: 3301.459717
	Iteration 163Q: 3 clusters Score -7322862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7322870.500000 Penalty: 3301.459717
	Iteration 164Q: 3 clusters Score -7322870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7322883.000000 Penalty: 3301.459717
	Iteration 165Q: 3 clusters Score -7322883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -7322888.500000 Penalty: 3301.459717
	Iteration 166Q: 3 clusters Score -7322888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7322888.000000 Penalty: 3301.459717
	Iteration 167Q: 3 clusters Score -7322888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7322887.500000 Penalty: 3301.459717
	Iteration 168Q: 3 clusters Score -7322888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -7322880.000000 Penalty: 3301.459717
	Iteration 169Q: 3 clusters Score -7322880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7322913.500000 Penalty: 3301.459717
	Iteration 170Q: 3 clusters Score -7322914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -7322904.000000 Penalty: 3301.459717
	Iteration 171Q: 3 clusters Score -7322904 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7322915.500000 Penalty: 3301.459717
	Iteration 172Q: 3 clusters Score -7322916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -7322941.500000 Penalty: 3301.459717
	Iteration 173Q: 3 clusters Score -7322942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -7322953.000000 Penalty: 3301.459717
	Iteration 174Q: 3 clusters Score -7322953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -7322987.000000 Penalty: 3301.459717
	Iteration 175Q: 3 clusters Score -7322987 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7323015.000000 Penalty: 3301.459717
	Iteration 176Q: 3 clusters Score -7323015 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -7323009.500000 Penalty: 3301.459717
	Iteration 177Q: 3 clusters Score -7323010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -7323045.500000 Penalty: 3301.459717
	Iteration 178Q: 3 clusters Score -7323046 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -7323049.000000 Penalty: 3301.459717
	Iteration 179Q: 3 clusters Score -7323049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -7323058.000000 Penalty: 3301.459717
	Iteration 180F: 3 clusters Score -7323058 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7323088.000000 Penalty: 3301.459717
	Iteration 181Q: 3 clusters Score -7323088 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -7323096.000000 Penalty: 3301.459717
	Iteration 182Q: 3 clusters Score -7323096 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -7323114.000000 Penalty: 3301.459717
	Iteration 183Q: 3 clusters Score -7323114 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -7323110.500000 Penalty: 3301.459717
	Iteration 184Q: 3 clusters Score -7323110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -7323156.500000 Penalty: 3301.459717
	Iteration 185Q: 3 clusters Score -7323156 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -7323182.500000 Penalty: 3301.459717
	Iteration 186Q: 3 clusters Score -7323182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7323177.500000 Penalty: 3301.459717
	Iteration 187Q: 3 clusters Score -7323178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -7323192.000000 Penalty: 3301.459717
	Iteration 188Q: 3 clusters Score -7323192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -7323204.000000 Penalty: 3301.459717
	Iteration 189Q: 3 clusters Score -7323204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -7323218.000000 Penalty: 3301.459717
	Iteration 190Q: 3 clusters Score -7323218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -7323244.500000 Penalty: 3301.459717
	Iteration 191Q: 3 clusters Score -7323244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -7323256.500000 Penalty: 3301.459717
	Iteration 192Q: 3 clusters Score -7323256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7323262.000000 Penalty: 3301.459717
	Iteration 193Q: 3 clusters Score -7323262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -7323276.000000 Penalty: 3301.459717
	Iteration 194Q: 3 clusters Score -7323276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -7323302.500000 Penalty: 3301.459717
	Iteration 195Q: 3 clusters Score -7323302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -7323304.500000 Penalty: 3301.459717
	Iteration 196Q: 3 clusters Score -7323304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -7323308.500000 Penalty: 3301.459717
	Iteration 197Q: 3 clusters Score -7323308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -7323326.000000 Penalty: 3301.459717
	Iteration 198Q: 3 clusters Score -7323326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -7323357.500000 Penalty: 3301.459717
	Iteration 199Q: 3 clusters Score -7323358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -7323371.500000 Penalty: 3301.459717
	Iteration 200F: 3 clusters Score -7323372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7323373.000000 Penalty: 3301.459717
	Iteration 201Q: 3 clusters Score -7323373 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -7323387.500000 Penalty: 3301.459717
	Iteration 202Q: 3 clusters Score -7323388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -7323387.000000 Penalty: 3301.459717
	Iteration 203Q: 3 clusters Score -7323387 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -7323417.500000 Penalty: 3301.459717
	Iteration 204Q: 3 clusters Score -7323418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -7323447.000000 Penalty: 3301.459717
	Iteration 205Q: 3 clusters Score -7323447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -7323477.500000 Penalty: 3301.459717
	Iteration 206Q: 3 clusters Score -7323478 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7323513.000000 Penalty: 3301.459717
	Iteration 207Q: 3 clusters Score -7323513 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -7323537.000000 Penalty: 3301.459717
	Iteration 208Q: 3 clusters Score -7323537 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -7323549.000000 Penalty: 3301.459717
	Iteration 209Q: 3 clusters Score -7323549 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7323583.500000 Penalty: 3301.459717
	Iteration 210Q: 3 clusters Score -7323584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -7323599.500000 Penalty: 3301.459717
	Iteration 211Q: 3 clusters Score -7323600 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -7323616.500000 Penalty: 3301.459717
	Iteration 212Q: 3 clusters Score -7323616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -7323678.000000 Penalty: 3301.459717
	Iteration 213Q: 3 clusters Score -7323678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -7323729.500000 Penalty: 3301.459717
	Iteration 214Q: 3 clusters Score -7323730 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -7323772.500000 Penalty: 3301.459717
	Iteration 215Q: 3 clusters Score -7323772 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -7323827.500000 Penalty: 3301.459717
	Iteration 216Q: 3 clusters Score -7323828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7323858.000000 Penalty: 3301.459717
	Iteration 217Q: 3 clusters Score -7323858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -7323883.500000 Penalty: 3301.459717
	Iteration 218Q: 3 clusters Score -7323884 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -7323913.500000 Penalty: 3301.459717
	Iteration 219Q: 3 clusters Score -7323914 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -7323958.000000 Penalty: 3301.459717
	Iteration 220F: 3 clusters Score -7323958 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -7323971.500000 Penalty: 3301.459717
	Iteration 221Q: 3 clusters Score -7323972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -7323995.500000 Penalty: 3301.459717
	Iteration 222Q: 3 clusters Score -7323996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -7324049.000000 Penalty: 3301.459717
	Iteration 223Q: 3 clusters Score -7324049 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -7324096.500000 Penalty: 3301.459717
	Iteration 224Q: 3 clusters Score -7324096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -7324120.000000 Penalty: 3301.459717
	Iteration 225Q: 3 clusters Score -7324120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -7324150.000000 Penalty: 3301.459717
	Iteration 226Q: 3 clusters Score -7324150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -7324169.500000 Penalty: 3301.459717
	Iteration 227Q: 3 clusters Score -7324170 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -7324195.000000 Penalty: 3301.459717
	Iteration 228Q: 3 clusters Score -7324195 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -7324209.500000 Penalty: 3301.459717
	Iteration 229Q: 3 clusters Score -7324210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7324241.500000 Penalty: 3301.459717
	Iteration 230Q: 3 clusters Score -7324242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -7324285.500000 Penalty: 3301.459717
	Iteration 231Q: 3 clusters Score -7324286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -7324307.000000 Penalty: 3301.459717
	Iteration 232Q: 3 clusters Score -7324307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -7324331.500000 Penalty: 3301.459717
	Iteration 233Q: 3 clusters Score -7324332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7324362.000000 Penalty: 3301.459717
	Iteration 234Q: 3 clusters Score -7324362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -7324390.000000 Penalty: 3301.459717
	Iteration 235Q: 3 clusters Score -7324390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -7324405.500000 Penalty: 3301.459717
	Iteration 236Q: 3 clusters Score -7324406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -7324402.000000 Penalty: 3301.459717
	Iteration 237Q: 3 clusters Score -7324402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -7324411.500000 Penalty: 3301.459717
	Iteration 238Q: 3 clusters Score -7324412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7324431.500000 Penalty: 3301.459717
	Iteration 239Q: 3 clusters Score -7324432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -7324447.500000 Penalty: 3301.459717
	Iteration 240F: 3 clusters Score -7324448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -7324438.000000 Penalty: 3301.459717
	Iteration 241Q: 3 clusters Score -7324438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -7324480.500000 Penalty: 3301.459717
	Iteration 242Q: 3 clusters Score -7324480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -7324476.500000 Penalty: 3301.459717
	Iteration 243Q: 3 clusters Score -7324476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -7324518.000000 Penalty: 3301.459717
	Iteration 244Q: 3 clusters Score -7324518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -7324551.500000 Penalty: 3301.459717
	Iteration 245Q: 3 clusters Score -7324552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -7324600.500000 Penalty: 3301.459717
	Iteration 246Q: 3 clusters Score -7324600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -7324647.000000 Penalty: 3301.459717
	Iteration 247Q: 3 clusters Score -7324647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -7324646.000000 Penalty: 3301.459717
	Iteration 248Q: 3 clusters Score -7324646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -7324663.500000 Penalty: 3301.459717
	Iteration 249Q: 3 clusters Score -7324664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -7324691.500000 Penalty: 3301.459717
	Iteration 250Q: 3 clusters Score -7324692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -7324702.500000 Penalty: 3301.459717
	Iteration 251Q: 3 clusters Score -7324702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -7324731.500000 Penalty: 3301.459717
	Iteration 252Q: 3 clusters Score -7324732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -7324744.500000 Penalty: 3301.459717
	Iteration 253Q: 3 clusters Score -7324744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -7324742.500000 Penalty: 3301.459717
	Iteration 254Q: 3 clusters Score -7324742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -7324744.000000 Penalty: 3301.459717
	Iteration 255Q: 3 clusters Score -7324744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -7324746.000000 Penalty: 3301.459717
	Iteration 256Q: 3 clusters Score -7324746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -7324740.000000 Penalty: 3301.459717
	Iteration 257Q: 3 clusters Score -7324740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -7324743.000000 Penalty: 3301.459717
	Iteration 258Q: 3 clusters Score -7324743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -7324732.500000 Penalty: 3301.459717
	Iteration 259Q: 3 clusters Score -7324732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -7324737.500000 Penalty: 3301.459717
	Iteration 260F: 3 clusters Score -7324738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -7324735.000000 Penalty: 3301.459717
	Iteration 261Q: 3 clusters Score -7324735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -7324742.000000 Penalty: 3301.459717
	Iteration 262Q: 3 clusters Score -7324742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -7324754.000000 Penalty: 3301.459717
	Iteration 263Q: 3 clusters Score -7324754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -7324761.500000 Penalty: 3301.459717
	Iteration 264Q: 3 clusters Score -7324762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -7324755.500000 Penalty: 3301.459717
	Iteration 265Q: 3 clusters Score -7324756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -7324757.500000 Penalty: 3301.459717
	Iteration 266Q: 3 clusters Score -7324758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -7324763.000000 Penalty: 3301.459717
	Iteration 267Q: 3 clusters Score -7324763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -7324759.500000 Penalty: 3301.459717
	Iteration 268Q: 3 clusters Score -7324760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -7324771.500000 Penalty: 3301.459717
	Iteration 269Q: 3 clusters Score -7324772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -7324768.500000 Penalty: 3301.459717
	Iteration 270Q: 3 clusters Score -7324768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -7324766.000000 Penalty: 3301.459717
	Iteration 271Q: 3 clusters Score -7324766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -7324766.500000 Penalty: 3301.459717
	Iteration 272Q: 3 clusters Score -7324766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -7324766.500000 Penalty: 3301.459717
	Iteration 273F: 3 clusters Score -7324766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Entering Unmasked Estep 
Score: -8800425.000000 Penalty: 1671.046509
	Iteration 0F: 2 clusters Score -8800425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8751377.000000 Penalty: 3342.093018
	Iteration 0F: 3 clusters Score -8751377 nChanged 35304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -8771435.000000 Penalty: 3342.093018
	Iteration 1F: 3 clusters Score -8771435 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8772515.000000 Penalty: 3342.093018
	Iteration 2Q: 3 clusters Score -8772515 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -8774298.000000 Penalty: 3342.093018
	Iteration 3Q: 3 clusters Score -8774298 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8777187.000000 Penalty: 3342.093018
	Iteration 4F: 3 clusters Score -8777187 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -8781557.000000 Penalty: 3342.093018
	Iteration 5F: 3 clusters Score -8781557 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8786319.000000 Penalty: 3342.093018
	Iteration 6F: 3 clusters Score -8786319 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -8790696.000000 Penalty: 3342.093018
	Iteration 7F: 3 clusters Score -8790696 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -8794431.000000 Penalty: 3342.093018
	Iteration 8F: 3 clusters Score -8794431 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -8797018.000000 Penalty: 3342.093018
	Iteration 9Q: 3 clusters Score -8797018 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -8798273.000000 Penalty: 3342.093018
	Iteration 10Q: 3 clusters Score -8798273 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -8798893.000000 Penalty: 3342.093018
	Iteration 11Q: 3 clusters Score -8798893 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -8799229.000000 Penalty: 3342.093018
	Iteration 12Q: 3 clusters Score -8799229 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8799425.000000 Penalty: 3342.093018
	Iteration 13Q: 3 clusters Score -8799425 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8799609.000000 Penalty: 3342.093018
	Iteration 14Q: 3 clusters Score -8799609 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8799739.000000 Penalty: 3342.093018
	Iteration 15Q: 3 clusters Score -8799739 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -8799877.000000 Penalty: 3342.093018
	Iteration 16Q: 3 clusters Score -8799877 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -8799991.000000 Penalty: 3342.093018
	Iteration 17Q: 3 clusters Score -8799991 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -8800037.000000 Penalty: 3342.093018
	Iteration 18Q: 3 clusters Score -8800037 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8800092.000000 Penalty: 3342.093018
	Iteration 19Q: 3 clusters Score -8800092 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8800077.000000 Penalty: 3342.093018
	Iteration 20F: 3 clusters Score -8800077 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -8800111.000000 Penalty: 3342.093018
	Iteration 21Q: 3 clusters Score -8800111 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -8800122.000000 Penalty: 3342.093018
	Iteration 22Q: 3 clusters Score -8800122 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -8800139.000000 Penalty: 3342.093018
	Iteration 23Q: 3 clusters Score -8800139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -8800151.000000 Penalty: 3342.093018
	Iteration 24Q: 3 clusters Score -8800151 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -8800202.000000 Penalty: 3342.093018
	Iteration 25Q: 3 clusters Score -8800202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8800222.000000 Penalty: 3342.093018
	Iteration 26Q: 3 clusters Score -8800222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -8800250.000000 Penalty: 3342.093018
	Iteration 27Q: 3 clusters Score -8800250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -8800250.000000 Penalty: 3342.093018
	Iteration 28Q: 3 clusters Score -8800250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -8800252.000000 Penalty: 3342.093018
	Iteration 29Q: 3 clusters Score -8800252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -8800248.000000 Penalty: 3342.093018
	Iteration 30Q: 3 clusters Score -8800248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -8800276.000000 Penalty: 3342.093018
	Iteration 31Q: 3 clusters Score -8800276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -8800283.000000 Penalty: 3342.093018
	Iteration 32Q: 3 clusters Score -8800283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -8800302.000000 Penalty: 3342.093018
	Iteration 33Q: 3 clusters Score -8800302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -8800300.000000 Penalty: 3342.093018
	Iteration 34Q: 3 clusters Score -8800300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -8800310.000000 Penalty: 3342.093018
	Iteration 35Q: 3 clusters Score -8800310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -8800333.000000 Penalty: 3342.093018
	Iteration 36Q: 3 clusters Score -8800333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8800342.000000 Penalty: 3342.093018
	Iteration 37Q: 3 clusters Score -8800342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -8800338.000000 Penalty: 3342.093018
	Iteration 38Q: 3 clusters Score -8800338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -8800336.000000 Penalty: 3342.093018
	Iteration 39Q: 3 clusters Score -8800336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8800360.000000 Penalty: 3342.093018
	Iteration 40F: 3 clusters Score -8800360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -8800366.000000 Penalty: 3342.093018
	Iteration 41Q: 3 clusters Score -8800366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -8800366.000000 Penalty: 3342.093018
	Iteration 42Q: 3 clusters Score -8800366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8800381.000000 Penalty: 3342.093018
	Iteration 43Q: 3 clusters Score -8800381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -8800377.000000 Penalty: 3342.093018
	Iteration 44Q: 3 clusters Score -8800377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -8800398.000000 Penalty: 3342.093018
	Iteration 45Q: 3 clusters Score -8800398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8800390.000000 Penalty: 3342.093018
	Iteration 46Q: 3 clusters Score -8800390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -8800393.000000 Penalty: 3342.093018
	Iteration 47Q: 3 clusters Score -8800393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -8800409.000000 Penalty: 3342.093018
	Iteration 48Q: 3 clusters Score -8800409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -8800409.000000 Penalty: 3342.093018
	Iteration 49Q: 3 clusters Score -8800409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -8800407.000000 Penalty: 3342.093018
	Iteration 50Q: 3 clusters Score -8800407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -8800384.000000 Penalty: 3342.093018
	Iteration 51Q: 3 clusters Score -8800384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8800394.000000 Penalty: 3342.093018
	Iteration 52Q: 3 clusters Score -8800394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8800399.000000 Penalty: 3342.093018
	Iteration 53Q: 3 clusters Score -8800399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -8800397.000000 Penalty: 3342.093018
	Iteration 54Q: 3 clusters Score -8800397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -8800410.000000 Penalty: 3342.093018
	Iteration 55Q: 3 clusters Score -8800410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -8800403.000000 Penalty: 3342.093018
	Iteration 56Q: 3 clusters Score -8800403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8800392.000000 Penalty: 3342.093018
	Iteration 57Q: 3 clusters Score -8800392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -8800405.000000 Penalty: 3342.093018
	Iteration 58Q: 3 clusters Score -8800405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8800417.000000 Penalty: 3342.093018
	Iteration 59Q: 3 clusters Score -8800417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -8800423.000000 Penalty: 3342.093018
	Iteration 60F: 3 clusters Score -8800423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8800403.000000 Penalty: 3342.093018
	Iteration 61Q: 3 clusters Score -8800403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -8800419.000000 Penalty: 3342.093018
	Iteration 62Q: 3 clusters Score -8800419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8800433.000000 Penalty: 3342.093018
	Iteration 63Q: 3 clusters Score -8800433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8800449.000000 Penalty: 3342.093018
	Iteration 64Q: 3 clusters Score -8800449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8800449.000000 Penalty: 3342.093018
	Iteration 65Q: 3 clusters Score -8800449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -8800454.000000 Penalty: 3342.093018
	Iteration 66Q: 3 clusters Score -8800454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8800461.000000 Penalty: 3342.093018
	Iteration 67Q: 3 clusters Score -8800461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8800443.000000 Penalty: 3342.093018
	Iteration 68Q: 3 clusters Score -8800443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -8800441.000000 Penalty: 3342.093018
	Iteration 69Q: 3 clusters Score -8800441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -8800433.000000 Penalty: 3342.093018
	Iteration 70Q: 3 clusters Score -8800433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -8800437.000000 Penalty: 3342.093018
	Iteration 71Q: 3 clusters Score -8800437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8800440.000000 Penalty: 3342.093018
	Iteration 72Q: 3 clusters Score -8800440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8800439.000000 Penalty: 3342.093018
	Iteration 73Q: 3 clusters Score -8800439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -8800435.000000 Penalty: 3342.093018
	Iteration 74Q: 3 clusters Score -8800435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -8800435.000000 Penalty: 3342.093018
	Iteration 75Q: 3 clusters Score -8800435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -8800434.000000 Penalty: 3342.093018
	Iteration 76Q: 3 clusters Score -8800434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -8800436.000000 Penalty: 3342.093018
	Iteration 77Q: 3 clusters Score -8800436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8800433.000000 Penalty: 3342.093018
	Iteration 78Q: 3 clusters Score -8800433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8800439.000000 Penalty: 3342.093018
	Iteration 79Q: 3 clusters Score -8800439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8800440.000000 Penalty: 3342.093018
	Iteration 80F: 3 clusters Score -8800440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65750 members 
Mstep: Class 11 contains 68990 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16558 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52244 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46566 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 6379 members 
Entering Unmasked Estep 
Score: -111088616.000000 Penalty: 117209.742188
Splitting cluster 11 changes total score from -111089520.000000 to -111088616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -686817.875000 Penalty: 1300.347656
	Iteration 0F: 2 clusters Score -686817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -682394.375000 Penalty: 2600.695312
	Iteration 0F: 3 clusters Score -682394.4 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -683739.062500 Penalty: 2600.695312
	Iteration 1F: 3 clusters Score -683739.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -683935.187500 Penalty: 2600.695312
	Iteration 2F: 3 clusters Score -683935.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -684064.625000 Penalty: 2600.695312
	Iteration 3Q: 3 clusters Score -684064.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -684175.375000 Penalty: 2600.695312
	Iteration 4Q: 3 clusters Score -684175.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -684255.437500 Penalty: 2600.695312
	Iteration 5Q: 3 clusters Score -684255.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -684325.687500 Penalty: 2600.695312
	Iteration 6Q: 3 clusters Score -684325.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -684383.000000 Penalty: 2600.695312
	Iteration 7Q: 3 clusters Score -684383 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -684433.375000 Penalty: 2600.695312
	Iteration 8Q: 3 clusters Score -684433.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -684480.750000 Penalty: 2600.695312
	Iteration 9Q: 3 clusters Score -684480.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -684536.875000 Penalty: 2600.695312
	Iteration 10Q: 3 clusters Score -684536.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -684584.187500 Penalty: 2600.695312
	Iteration 11Q: 3 clusters Score -684584.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -684629.375000 Penalty: 2600.695312
	Iteration 12Q: 3 clusters Score -684629.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -684666.312500 Penalty: 2600.695312
	Iteration 13Q: 3 clusters Score -684666.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -684700.750000 Penalty: 2600.695312
	Iteration 14Q: 3 clusters Score -684700.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -684730.062500 Penalty: 2600.695312
	Iteration 15Q: 3 clusters Score -684730.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -684760.187500 Penalty: 2600.695312
	Iteration 16Q: 3 clusters Score -684760.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -684798.687500 Penalty: 2600.695312
	Iteration 17Q: 3 clusters Score -684798.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -684836.562500 Penalty: 2600.695312
	Iteration 18Q: 3 clusters Score -684836.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -684875.000000 Penalty: 2600.695312
	Iteration 19Q: 3 clusters Score -684875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -684906.875000 Penalty: 2600.695312
	Iteration 20F: 3 clusters Score -684906.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -684944.500000 Penalty: 2600.695312
	Iteration 21Q: 3 clusters Score -684944.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -684975.125000 Penalty: 2600.695312
	Iteration 22Q: 3 clusters Score -684975.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -685007.375000 Penalty: 2600.695312
	Iteration 23Q: 3 clusters Score -685007.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -685043.750000 Penalty: 2600.695312
	Iteration 24Q: 3 clusters Score -685043.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -685081.187500 Penalty: 2600.695312
	Iteration 25Q: 3 clusters Score -685081.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -685126.062500 Penalty: 2600.695312
	Iteration 26Q: 3 clusters Score -685126.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -685179.625000 Penalty: 2600.695312
	Iteration 27Q: 3 clusters Score -685179.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -685235.312500 Penalty: 2600.695312
	Iteration 28Q: 3 clusters Score -685235.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -685281.437500 Penalty: 2600.695312
	Iteration 29Q: 3 clusters Score -685281.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -685332.562500 Penalty: 2600.695312
	Iteration 30Q: 3 clusters Score -685332.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -685361.375000 Penalty: 2600.695312
	Iteration 31Q: 3 clusters Score -685361.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -685382.375000 Penalty: 2600.695312
	Iteration 32Q: 3 clusters Score -685382.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -685403.625000 Penalty: 2600.695312
	Iteration 33Q: 3 clusters Score -685403.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -685425.812500 Penalty: 2600.695312
	Iteration 34Q: 3 clusters Score -685425.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -685450.687500 Penalty: 2600.695312
	Iteration 35Q: 3 clusters Score -685450.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -685476.125000 Penalty: 2600.695312
	Iteration 36Q: 3 clusters Score -685476.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -685500.062500 Penalty: 2600.695312
	Iteration 37Q: 3 clusters Score -685500.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -685531.812500 Penalty: 2600.695312
	Iteration 38Q: 3 clusters Score -685531.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -685555.812500 Penalty: 2600.695312
	Iteration 39Q: 3 clusters Score -685555.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -685579.437500 Penalty: 2600.695312
	Iteration 40F: 3 clusters Score -685579.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -685596.562500 Penalty: 2600.695312
	Iteration 41Q: 3 clusters Score -685596.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -685620.125000 Penalty: 2600.695312
	Iteration 42Q: 3 clusters Score -685620.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -685639.562500 Penalty: 2600.695312
	Iteration 43Q: 3 clusters Score -685639.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -685657.500000 Penalty: 2600.695312
	Iteration 44Q: 3 clusters Score -685657.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -685666.500000 Penalty: 2600.695312
	Iteration 45Q: 3 clusters Score -685666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -685672.250000 Penalty: 2600.695312
	Iteration 46Q: 3 clusters Score -685672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -685677.625000 Penalty: 2600.695312
	Iteration 47Q: 3 clusters Score -685677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -685683.875000 Penalty: 2600.695312
	Iteration 48Q: 3 clusters Score -685683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -685686.312500 Penalty: 2600.695312
	Iteration 49Q: 3 clusters Score -685686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -685691.312500 Penalty: 2600.695312
	Iteration 50Q: 3 clusters Score -685691.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -685698.500000 Penalty: 2600.695312
	Iteration 51Q: 3 clusters Score -685698.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -685704.750000 Penalty: 2600.695312
	Iteration 52Q: 3 clusters Score -685704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -685707.250000 Penalty: 2600.695312
	Iteration 53Q: 3 clusters Score -685707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -685707.937500 Penalty: 2600.695312
	Iteration 54Q: 3 clusters Score -685707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -685709.500000 Penalty: 2600.695312
	Iteration 55Q: 3 clusters Score -685709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -685709.562500 Penalty: 2600.695312
	Iteration 56Q: 3 clusters Score -685709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -685709.562500 Penalty: 2600.695312
	Iteration 57F: 3 clusters Score -685709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Entering Unmasked Estep 
Score: -4960797.500000 Penalty: 1584.230347
	Iteration 0F: 2 clusters Score -4960798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4933480.500000 Penalty: 3168.460693
	Iteration 0F: 3 clusters Score -4933480 nChanged 19164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4944112.500000 Penalty: 3168.460693
	Iteration 1F: 3 clusters Score -4944112 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -4944773.500000 Penalty: 3168.460693
	Iteration 2Q: 3 clusters Score -4944774 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4945605.500000 Penalty: 3168.460693
	Iteration 3Q: 3 clusters Score -4945606 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4946961.000000 Penalty: 3168.460693
	Iteration 4F: 3 clusters Score -4946961 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -4949250.500000 Penalty: 3168.460693
	Iteration 5F: 3 clusters Score -4949250 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4952383.500000 Penalty: 3168.460693
	Iteration 6F: 3 clusters Score -4952384 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4955576.000000 Penalty: 3168.460693
	Iteration 7F: 3 clusters Score -4955576 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4957888.000000 Penalty: 3168.460693
	Iteration 8F: 3 clusters Score -4957888 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4959317.500000 Penalty: 3168.460693
	Iteration 9Q: 3 clusters Score -4959318 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -4960086.500000 Penalty: 3168.460693
	Iteration 10Q: 3 clusters Score -4960086 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4960410.500000 Penalty: 3168.460693
	Iteration 11Q: 3 clusters Score -4960410 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4960626.000000 Penalty: 3168.460693
	Iteration 12Q: 3 clusters Score -4960626 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4960745.000000 Penalty: 3168.460693
	Iteration 13Q: 3 clusters Score -4960745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -4960813.500000 Penalty: 3168.460693
	Iteration 14Q: 3 clusters Score -4960814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4960842.000000 Penalty: 3168.460693
	Iteration 15Q: 3 clusters Score -4960842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -4960868.500000 Penalty: 3168.460693
	Iteration 16Q: 3 clusters Score -4960868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -4960895.000000 Penalty: 3168.460693
	Iteration 17Q: 3 clusters Score -4960895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -4960902.000000 Penalty: 3168.460693
	Iteration 18Q: 3 clusters Score -4960902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -4960909.000000 Penalty: 3168.460693
	Iteration 19Q: 3 clusters Score -4960909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4960912.000000 Penalty: 3168.460693
	Iteration 20F: 3 clusters Score -4960912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -4960919.500000 Penalty: 3168.460693
	Iteration 21Q: 3 clusters Score -4960920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4960917.500000 Penalty: 3168.460693
	Iteration 22Q: 3 clusters Score -4960918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -4960920.500000 Penalty: 3168.460693
	Iteration 23Q: 3 clusters Score -4960920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4960911.500000 Penalty: 3168.460693
	Iteration 24Q: 3 clusters Score -4960912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -4960915.000000 Penalty: 3168.460693
	Iteration 25Q: 3 clusters Score -4960915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4960916.500000 Penalty: 3168.460693
	Iteration 26Q: 3 clusters Score -4960916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -4960918.000000 Penalty: 3168.460693
	Iteration 27Q: 3 clusters Score -4960918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -4960922.000000 Penalty: 3168.460693
	Iteration 28Q: 3 clusters Score -4960922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -4960922.000000 Penalty: 3168.460693
	Iteration 29F: 3 clusters Score -4960922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65750 members 
Mstep: Class 11 contains 75369 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16558 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52244 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46566 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 40465 members 
Entering Unmasked Estep 
Score: -111089128.000000 Penalty: 117209.742188
Splitting cluster 13 changes total score from -111089520.000000 to -111089128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (73023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Entering Unmasked Estep 
Score: -8516983.000000 Penalty: 1666.341309
	Iteration 0F: 2 clusters Score -8516983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -8469216.000000 Penalty: 3332.682617
	Iteration 0F: 3 clusters Score -8469216 nChanged 34577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -8488432.000000 Penalty: 3332.682617
	Iteration 1F: 3 clusters Score -8488432 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -8489156.000000 Penalty: 3332.682617
	Iteration 2Q: 3 clusters Score -8489156 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8489831.000000 Penalty: 3332.682617
	Iteration 3Q: 3 clusters Score -8489831 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8490826.000000 Penalty: 3332.682617
	Iteration 4Q: 3 clusters Score -8490826 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8492394.000000 Penalty: 3332.682617
	Iteration 5Q: 3 clusters Score -8492394 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -8495087.000000 Penalty: 3332.682617
	Iteration 6F: 3 clusters Score -8495087 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -8499012.000000 Penalty: 3332.682617
	Iteration 7F: 3 clusters Score -8499012 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -8504203.000000 Penalty: 3332.682617
	Iteration 8F: 3 clusters Score -8504203 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -8508951.000000 Penalty: 3332.682617
	Iteration 9F: 3 clusters Score -8508951 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -8512225.000000 Penalty: 3332.682617
	Iteration 10Q: 3 clusters Score -8512225 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -8514133.000000 Penalty: 3332.682617
	Iteration 11Q: 3 clusters Score -8514133 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -8515003.000000 Penalty: 3332.682617
	Iteration 12Q: 3 clusters Score -8515003 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -8515368.000000 Penalty: 3332.682617
	Iteration 13Q: 3 clusters Score -8515368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -8515492.000000 Penalty: 3332.682617
	Iteration 14Q: 3 clusters Score -8515492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -8515569.000000 Penalty: 3332.682617
	Iteration 15Q: 3 clusters Score -8515569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -8515618.000000 Penalty: 3332.682617
	Iteration 16Q: 3 clusters Score -8515618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -8515641.000000 Penalty: 3332.682617
	Iteration 17Q: 3 clusters Score -8515641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -8515657.000000 Penalty: 3332.682617
	Iteration 18Q: 3 clusters Score -8515657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -8515657.000000 Penalty: 3332.682617
	Iteration 19Q: 3 clusters Score -8515657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -8515661.000000 Penalty: 3332.682617
	Iteration 20F: 3 clusters Score -8515661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -8515664.000000 Penalty: 3332.682617
	Iteration 21Q: 3 clusters Score -8515664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -8515662.000000 Penalty: 3332.682617
	Iteration 22Q: 3 clusters Score -8515662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -8515662.000000 Penalty: 3332.682617
	Iteration 23F: 3 clusters Score -8515662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -1231754.750000 Penalty: 1385.140015
	Iteration 0F: 2 clusters Score -1231755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1224402.500000 Penalty: 2770.280029
	Iteration 0F: 3 clusters Score -1224402 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1226925.500000 Penalty: 2770.280029
	Iteration 1F: 3 clusters Score -1226926 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1227290.500000 Penalty: 2770.280029
	Iteration 2F: 3 clusters Score -1227290 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1227534.125000 Penalty: 2770.280029
	Iteration 3Q: 3 clusters Score -1227534 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1227713.625000 Penalty: 2770.280029
	Iteration 4Q: 3 clusters Score -1227714 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1227865.500000 Penalty: 2770.280029
	Iteration 5Q: 3 clusters Score -1227866 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1227967.125000 Penalty: 2770.280029
	Iteration 6Q: 3 clusters Score -1227967 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1228064.625000 Penalty: 2770.280029
	Iteration 7Q: 3 clusters Score -1228065 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1228149.000000 Penalty: 2770.280029
	Iteration 8Q: 3 clusters Score -1228149 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1228219.750000 Penalty: 2770.280029
	Iteration 9Q: 3 clusters Score -1228220 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1228282.625000 Penalty: 2770.280029
	Iteration 10Q: 3 clusters Score -1228283 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1228359.375000 Penalty: 2770.280029
	Iteration 11Q: 3 clusters Score -1228359 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1228451.625000 Penalty: 2770.280029
	Iteration 12Q: 3 clusters Score -1228452 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1228572.500000 Penalty: 2770.280029
	Iteration 13Q: 3 clusters Score -1228572 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1228701.375000 Penalty: 2770.280029
	Iteration 14Q: 3 clusters Score -1228701 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1228848.000000 Penalty: 2770.280029
	Iteration 15Q: 3 clusters Score -1228848 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1229015.250000 Penalty: 2770.280029
	Iteration 16Q: 3 clusters Score -1229015 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1229203.375000 Penalty: 2770.280029
	Iteration 17Q: 3 clusters Score -1229203 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1229404.000000 Penalty: 2770.280029
	Iteration 18Q: 3 clusters Score -1229404 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1229600.250000 Penalty: 2770.280029
	Iteration 19Q: 3 clusters Score -1229600 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1229800.625000 Penalty: 2770.280029
	Iteration 20F: 3 clusters Score -1229801 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1229987.875000 Penalty: 2770.280029
	Iteration 21Q: 3 clusters Score -1229988 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1230135.875000 Penalty: 2770.280029
	Iteration 22Q: 3 clusters Score -1230136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1230258.625000 Penalty: 2770.280029
	Iteration 23Q: 3 clusters Score -1230259 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1230339.500000 Penalty: 2770.280029
	Iteration 24Q: 3 clusters Score -1230340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1230408.375000 Penalty: 2770.280029
	Iteration 25Q: 3 clusters Score -1230408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1230462.625000 Penalty: 2770.280029
	Iteration 26Q: 3 clusters Score -1230463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1230514.750000 Penalty: 2770.280029
	Iteration 27Q: 3 clusters Score -1230515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1230563.625000 Penalty: 2770.280029
	Iteration 28Q: 3 clusters Score -1230564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1230595.750000 Penalty: 2770.280029
	Iteration 29Q: 3 clusters Score -1230596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1230613.750000 Penalty: 2770.280029
	Iteration 30Q: 3 clusters Score -1230614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1230628.875000 Penalty: 2770.280029
	Iteration 31Q: 3 clusters Score -1230629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1230649.250000 Penalty: 2770.280029
	Iteration 32Q: 3 clusters Score -1230649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1230664.000000 Penalty: 2770.280029
	Iteration 33Q: 3 clusters Score -1230664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1230673.500000 Penalty: 2770.280029
	Iteration 34Q: 3 clusters Score -1230674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1230681.625000 Penalty: 2770.280029
	Iteration 35Q: 3 clusters Score -1230682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1230689.875000 Penalty: 2770.280029
	Iteration 36Q: 3 clusters Score -1230690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1230691.750000 Penalty: 2770.280029
	Iteration 37Q: 3 clusters Score -1230692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1230693.500000 Penalty: 2770.280029
	Iteration 38Q: 3 clusters Score -1230694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1230694.250000 Penalty: 2770.280029
	Iteration 39Q: 3 clusters Score -1230694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1230694.250000 Penalty: 2770.280029
	Iteration 40F: 3 clusters Score -1230694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Entering Unmasked Estep 
Score: -1175104.500000 Penalty: 1379.225220
	Iteration 0F: 2 clusters Score -1175104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1167916.000000 Penalty: 2758.450439
	Iteration 0F: 3 clusters Score -1167916 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1170397.750000 Penalty: 2758.450439
	Iteration 1F: 3 clusters Score -1170398 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1170810.000000 Penalty: 2758.450439
	Iteration 2F: 3 clusters Score -1170810 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1171167.250000 Penalty: 2758.450439
	Iteration 3F: 3 clusters Score -1171167 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1171560.375000 Penalty: 2758.450439
	Iteration 4F: 3 clusters Score -1171560 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1171991.375000 Penalty: 2758.450439
	Iteration 5F: 3 clusters Score -1171991 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1172420.875000 Penalty: 2758.450439
	Iteration 6F: 3 clusters Score -1172421 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1172804.375000 Penalty: 2758.450439
	Iteration 7Q: 3 clusters Score -1172804 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1173139.875000 Penalty: 2758.450439
	Iteration 8Q: 3 clusters Score -1173140 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1173395.750000 Penalty: 2758.450439
	Iteration 9Q: 3 clusters Score -1173396 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1173598.375000 Penalty: 2758.450439
	Iteration 10Q: 3 clusters Score -1173598 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1173761.000000 Penalty: 2758.450439
	Iteration 11Q: 3 clusters Score -1173761 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1173871.750000 Penalty: 2758.450439
	Iteration 12Q: 3 clusters Score -1173872 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1173966.625000 Penalty: 2758.450439
	Iteration 13Q: 3 clusters Score -1173967 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1174053.375000 Penalty: 2758.450439
	Iteration 14Q: 3 clusters Score -1174053 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1174128.125000 Penalty: 2758.450439
	Iteration 15Q: 3 clusters Score -1174128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1174195.625000 Penalty: 2758.450439
	Iteration 16Q: 3 clusters Score -1174196 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1174255.375000 Penalty: 2758.450439
	Iteration 17Q: 3 clusters Score -1174255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1174297.375000 Penalty: 2758.450439
	Iteration 18Q: 3 clusters Score -1174297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1174330.250000 Penalty: 2758.450439
	Iteration 19Q: 3 clusters Score -1174330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1174352.875000 Penalty: 2758.450439
	Iteration 20F: 3 clusters Score -1174353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1174369.250000 Penalty: 2758.450439
	Iteration 21Q: 3 clusters Score -1174369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1174378.625000 Penalty: 2758.450439
	Iteration 22Q: 3 clusters Score -1174379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1174382.625000 Penalty: 2758.450439
	Iteration 23Q: 3 clusters Score -1174383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1174390.500000 Penalty: 2758.450439
	Iteration 24Q: 3 clusters Score -1174390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1174394.250000 Penalty: 2758.450439
	Iteration 25Q: 3 clusters Score -1174394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1174395.375000 Penalty: 2758.450439
	Iteration 26Q: 3 clusters Score -1174395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1174397.625000 Penalty: 2758.450439
	Iteration 27Q: 3 clusters Score -1174398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1174395.750000 Penalty: 2758.450439
	Iteration 28Q: 3 clusters Score -1174396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1174396.875000 Penalty: 2758.450439
	Iteration 29Q: 3 clusters Score -1174397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1174397.125000 Penalty: 2758.450439
	Iteration 30Q: 3 clusters Score -1174397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1174398.625000 Penalty: 2758.450439
	Iteration 31Q: 3 clusters Score -1174399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1174402.375000 Penalty: 2758.450439
	Iteration 32Q: 3 clusters Score -1174402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1174400.250000 Penalty: 2758.450439
	Iteration 33Q: 3 clusters Score -1174400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1174400.250000 Penalty: 2758.450439
	Iteration 34F: 3 clusters Score -1174400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -157953.203125 Penalty: 1099.750854
	Iteration 0F: 2 clusters Score -157953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -156337.250000 Penalty: 2199.501709
	Iteration 0F: 3 clusters Score -156337.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -156842.765625 Penalty: 2199.501709
	Iteration 1F: 3 clusters Score -156842.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157014.937500 Penalty: 2199.501709
	Iteration 2F: 3 clusters Score -157014.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157085.187500 Penalty: 2199.501709
	Iteration 3Q: 3 clusters Score -157085.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -157127.375000 Penalty: 2199.501709
	Iteration 4Q: 3 clusters Score -157127.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157166.828125 Penalty: 2199.501709
	Iteration 5Q: 3 clusters Score -157166.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157185.734375 Penalty: 2199.501709
	Iteration 6Q: 3 clusters Score -157185.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -157194.843750 Penalty: 2199.501709
	Iteration 7Q: 3 clusters Score -157194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157197.765625 Penalty: 2199.501709
	Iteration 8Q: 3 clusters Score -157197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157198.906250 Penalty: 2199.501709
	Iteration 9Q: 3 clusters Score -157198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157199.468750 Penalty: 2199.501709
	Iteration 10Q: 3 clusters Score -157199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157201.734375 Penalty: 2199.501709
	Iteration 11Q: 3 clusters Score -157201.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157208.000000 Penalty: 2199.501709
	Iteration 12Q: 3 clusters Score -157208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157217.390625 Penalty: 2199.501709
	Iteration 13Q: 3 clusters Score -157217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157229.328125 Penalty: 2199.501709
	Iteration 14Q: 3 clusters Score -157229.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157236.546875 Penalty: 2199.501709
	Iteration 15Q: 3 clusters Score -157236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157240.531250 Penalty: 2199.501709
	Iteration 16Q: 3 clusters Score -157240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157242.812500 Penalty: 2199.501709
	Iteration 17Q: 3 clusters Score -157242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157244.421875 Penalty: 2199.501709
	Iteration 18Q: 3 clusters Score -157244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157246.062500 Penalty: 2199.501709
	Iteration 19Q: 3 clusters Score -157246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157248.671875 Penalty: 2199.501709
	Iteration 20F: 3 clusters Score -157248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157254.781250 Penalty: 2199.501709
	Iteration 21Q: 3 clusters Score -157254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157256.156250 Penalty: 2199.501709
	Iteration 22Q: 3 clusters Score -157256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157258.625000 Penalty: 2199.501709
	Iteration 23Q: 3 clusters Score -157258.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157262.625000 Penalty: 2199.501709
	Iteration 24Q: 3 clusters Score -157262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157264.062500 Penalty: 2199.501709
	Iteration 25Q: 3 clusters Score -157264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157267.546875 Penalty: 2199.501709
	Iteration 26Q: 3 clusters Score -157267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157268.531250 Penalty: 2199.501709
	Iteration 27Q: 3 clusters Score -157268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157268.843750 Penalty: 2199.501709
	Iteration 28Q: 3 clusters Score -157268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157268.843750 Penalty: 2199.501709
	Iteration 29F: 3 clusters Score -157268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Entering Unmasked Estep 
Score: -3782166.500000 Penalty: 1545.171143
	Iteration 0F: 2 clusters Score -3782166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3761048.000000 Penalty: 3090.342285
	Iteration 0F: 3 clusters Score -3761048 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3769163.500000 Penalty: 3090.342285
	Iteration 1F: 3 clusters Score -3769164 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3769732.250000 Penalty: 3090.342285
	Iteration 2F: 3 clusters Score -3769732 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3770266.250000 Penalty: 3090.342285
	Iteration 3Q: 3 clusters Score -3770266 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3770853.750000 Penalty: 3090.342285
	Iteration 4Q: 3 clusters Score -3770854 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3771550.000000 Penalty: 3090.342285
	Iteration 5Q: 3 clusters Score -3771550 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3772406.250000 Penalty: 3090.342285
	Iteration 6F: 3 clusters Score -3772406 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3773544.750000 Penalty: 3090.342285
	Iteration 7F: 3 clusters Score -3773545 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3774863.500000 Penalty: 3090.342285
	Iteration 8F: 3 clusters Score -3774864 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3776231.000000 Penalty: 3090.342285
	Iteration 9F: 3 clusters Score -3776231 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3777483.500000 Penalty: 3090.342285
	Iteration 10F: 3 clusters Score -3777484 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3778590.250000 Penalty: 3090.342285
	Iteration 11Q: 3 clusters Score -3778590 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3779407.500000 Penalty: 3090.342285
	Iteration 12Q: 3 clusters Score -3779408 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3779893.250000 Penalty: 3090.342285
	Iteration 13Q: 3 clusters Score -3779893 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3780243.500000 Penalty: 3090.342285
	Iteration 14Q: 3 clusters Score -3780244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3780454.250000 Penalty: 3090.342285
	Iteration 15Q: 3 clusters Score -3780454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3780607.250000 Penalty: 3090.342285
	Iteration 16Q: 3 clusters Score -3780607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3780718.000000 Penalty: 3090.342285
	Iteration 17Q: 3 clusters Score -3780718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3780781.750000 Penalty: 3090.342285
	Iteration 18Q: 3 clusters Score -3780782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3780837.000000 Penalty: 3090.342285
	Iteration 19Q: 3 clusters Score -3780837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3780877.750000 Penalty: 3090.342285
	Iteration 20F: 3 clusters Score -3780878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3780908.250000 Penalty: 3090.342285
	Iteration 21Q: 3 clusters Score -3780908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3780927.000000 Penalty: 3090.342285
	Iteration 22Q: 3 clusters Score -3780927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3780952.250000 Penalty: 3090.342285
	Iteration 23Q: 3 clusters Score -3780952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3780965.000000 Penalty: 3090.342285
	Iteration 24Q: 3 clusters Score -3780965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3780967.750000 Penalty: 3090.342285
	Iteration 25Q: 3 clusters Score -3780968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3780972.250000 Penalty: 3090.342285
	Iteration 26Q: 3 clusters Score -3780972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3780974.250000 Penalty: 3090.342285
	Iteration 27Q: 3 clusters Score -3780974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3780974.250000 Penalty: 3090.342285
	Iteration 28F: 3 clusters Score -3780974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -437446.656250 Penalty: 1235.414062
	Iteration 0F: 2 clusters Score -437446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -434351.750000 Penalty: 2470.828125
	Iteration 0F: 3 clusters Score -434351.8 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -435184.593750 Penalty: 2470.828125
	Iteration 1F: 3 clusters Score -435184.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -435352.437500 Penalty: 2470.828125
	Iteration 2F: 3 clusters Score -435352.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -435458.656250 Penalty: 2470.828125
	Iteration 3Q: 3 clusters Score -435458.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -435529.656250 Penalty: 2470.828125
	Iteration 4Q: 3 clusters Score -435529.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -435582.750000 Penalty: 2470.828125
	Iteration 5Q: 3 clusters Score -435582.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -435622.843750 Penalty: 2470.828125
	Iteration 6Q: 3 clusters Score -435622.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -435653.718750 Penalty: 2470.828125
	Iteration 7Q: 3 clusters Score -435653.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -435675.281250 Penalty: 2470.828125
	Iteration 8Q: 3 clusters Score -435675.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -435698.843750 Penalty: 2470.828125
	Iteration 9Q: 3 clusters Score -435698.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -435718.187500 Penalty: 2470.828125
	Iteration 10Q: 3 clusters Score -435718.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -435735.281250 Penalty: 2470.828125
	Iteration 11Q: 3 clusters Score -435735.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -435756.312500 Penalty: 2470.828125
	Iteration 12Q: 3 clusters Score -435756.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -435775.187500 Penalty: 2470.828125
	Iteration 13Q: 3 clusters Score -435775.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -435793.562500 Penalty: 2470.828125
	Iteration 14Q: 3 clusters Score -435793.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435808.531250 Penalty: 2470.828125
	Iteration 15Q: 3 clusters Score -435808.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -435824.156250 Penalty: 2470.828125
	Iteration 16Q: 3 clusters Score -435824.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -435846.375000 Penalty: 2470.828125
	Iteration 17Q: 3 clusters Score -435846.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435874.937500 Penalty: 2470.828125
	Iteration 18Q: 3 clusters Score -435874.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -435898.125000 Penalty: 2470.828125
	Iteration 19Q: 3 clusters Score -435898.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -435920.531250 Penalty: 2470.828125
	Iteration 20F: 3 clusters Score -435920.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435954.625000 Penalty: 2470.828125
	Iteration 21Q: 3 clusters Score -435954.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -435977.093750 Penalty: 2470.828125
	Iteration 22Q: 3 clusters Score -435977.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -436001.468750 Penalty: 2470.828125
	Iteration 23Q: 3 clusters Score -436001.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -436034.281250 Penalty: 2470.828125
	Iteration 24Q: 3 clusters Score -436034.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -436064.125000 Penalty: 2470.828125
	Iteration 25Q: 3 clusters Score -436064.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -436087.906250 Penalty: 2470.828125
	Iteration 26Q: 3 clusters Score -436087.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -436115.156250 Penalty: 2470.828125
	Iteration 27Q: 3 clusters Score -436115.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -436146.812500 Penalty: 2470.828125
	Iteration 28Q: 3 clusters Score -436146.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -436182.406250 Penalty: 2470.828125
	Iteration 29Q: 3 clusters Score -436182.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -436225.312500 Penalty: 2470.828125
	Iteration 30Q: 3 clusters Score -436225.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -436272.843750 Penalty: 2470.828125
	Iteration 31Q: 3 clusters Score -436272.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -436325.218750 Penalty: 2470.828125
	Iteration 32Q: 3 clusters Score -436325.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -436387.250000 Penalty: 2470.828125
	Iteration 33Q: 3 clusters Score -436387.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -436463.000000 Penalty: 2470.828125
	Iteration 34Q: 3 clusters Score -436463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -436563.531250 Penalty: 2470.828125
	Iteration 35Q: 3 clusters Score -436563.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -436708.437500 Penalty: 2470.828125
	Iteration 36Q: 3 clusters Score -436708.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -436868.406250 Penalty: 2470.828125
	Iteration 37Q: 3 clusters Score -436868.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -437029.531250 Penalty: 2470.828125
	Iteration 38Q: 3 clusters Score -437029.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -437192.875000 Penalty: 2470.828125
	Iteration 39Q: 3 clusters Score -437192.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -437310.750000 Penalty: 2470.828125
	Iteration 40F: 3 clusters Score -437310.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -437393.468750 Penalty: 2470.828125
	Iteration 41Q: 3 clusters Score -437393.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -437470.937500 Penalty: 2470.828125
	Iteration 42Q: 3 clusters Score -437470.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -437543.093750 Penalty: 2470.828125
	Iteration 43Q: 3 clusters Score -437543.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -437584.281250 Penalty: 2470.828125
	Iteration 44Q: 3 clusters Score -437584.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -437602.468750 Penalty: 2470.828125
	Iteration 45Q: 3 clusters Score -437602.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -437610.437500 Penalty: 2470.828125
	Iteration 46Q: 3 clusters Score -437610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -437613.156250 Penalty: 2470.828125
	Iteration 47Q: 3 clusters Score -437613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -437614.656250 Penalty: 2470.828125
	Iteration 48Q: 3 clusters Score -437614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -437614.656250 Penalty: 2470.828125
	Iteration 49F: 3 clusters Score -437614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65750 members 
Mstep: Class 11 contains 75369 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16558 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52244 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46566 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 1421 members 
Entering Unmasked Estep 
Score: -111088920.000000 Penalty: 117209.742188
Splitting cluster 19 changes total score from -111089520.000000 to -111088920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -954802.437500 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -954802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -949195.500000 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -949195.5 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -950951.375000 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -950951.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -951232.875000 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -951232.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -951499.125000 Penalty: 2679.569824
	Iteration 3F: 3 clusters Score -951499.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -951744.687500 Penalty: 2679.569824
	Iteration 4F: 3 clusters Score -951744.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -951984.187500 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -951984.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -952221.687500 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -952221.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -952440.750000 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -952440.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -952683.125000 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -952683.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -952912.937500 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -952912.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -953095.687500 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -953095.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -953263.500000 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -953263.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -953421.000000 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -953421 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -953558.562500 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -953558.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -953678.937500 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -953678.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -953758.437500 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -953758.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -953831.500000 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -953831.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -953890.875000 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -953890.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -953930.062500 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -953930.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -953962.375000 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -953962.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -953988.250000 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -953988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -953999.187500 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -953999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -954019.312500 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -954019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -954032.937500 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -954032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -954044.562500 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -954044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -954053.562500 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -954053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -954057.812500 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -954057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -954064.125000 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -954064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -954065.812500 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -954065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -954072.875000 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -954072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -954080.562500 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -954080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -954085.500000 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -954085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -954090.187500 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -954090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -954095.312500 Penalty: 2679.569824
	Iteration 33Q: 3 clusters Score -954095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -954098.000000 Penalty: 2679.569824
	Iteration 34Q: 3 clusters Score -954098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -954098.687500 Penalty: 2679.569824
	Iteration 35Q: 3 clusters Score -954098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -954099.312500 Penalty: 2679.569824
	Iteration 36Q: 3 clusters Score -954099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -954099.312500 Penalty: 2679.569824
	Iteration 37F: 3 clusters Score -954099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -925019.875000 Penalty: 1339.858032
	Iteration 0F: 2 clusters Score -925019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -919389.312500 Penalty: 2679.716064
	Iteration 0F: 3 clusters Score -919389.3 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -921125.937500 Penalty: 2679.716064
	Iteration 1F: 3 clusters Score -921125.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -921392.625000 Penalty: 2679.716064
	Iteration 2F: 3 clusters Score -921392.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -921592.000000 Penalty: 2679.716064
	Iteration 3F: 3 clusters Score -921592 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -921746.125000 Penalty: 2679.716064
	Iteration 4Q: 3 clusters Score -921746.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -921855.375000 Penalty: 2679.716064
	Iteration 5Q: 3 clusters Score -921855.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -921951.312500 Penalty: 2679.716064
	Iteration 6Q: 3 clusters Score -921951.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -922033.375000 Penalty: 2679.716064
	Iteration 7Q: 3 clusters Score -922033.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -922119.625000 Penalty: 2679.716064
	Iteration 8Q: 3 clusters Score -922119.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -922196.750000 Penalty: 2679.716064
	Iteration 9Q: 3 clusters Score -922196.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -922256.437500 Penalty: 2679.716064
	Iteration 10Q: 3 clusters Score -922256.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -922311.312500 Penalty: 2679.716064
	Iteration 11Q: 3 clusters Score -922311.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -922361.500000 Penalty: 2679.716064
	Iteration 12Q: 3 clusters Score -922361.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -922412.187500 Penalty: 2679.716064
	Iteration 13Q: 3 clusters Score -922412.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -922469.750000 Penalty: 2679.716064
	Iteration 14Q: 3 clusters Score -922469.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -922524.375000 Penalty: 2679.716064
	Iteration 15Q: 3 clusters Score -922524.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -922570.687500 Penalty: 2679.716064
	Iteration 16Q: 3 clusters Score -922570.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -922619.500000 Penalty: 2679.716064
	Iteration 17Q: 3 clusters Score -922619.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -922671.875000 Penalty: 2679.716064
	Iteration 18Q: 3 clusters Score -922671.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -922720.937500 Penalty: 2679.716064
	Iteration 19Q: 3 clusters Score -922720.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -922774.187500 Penalty: 2679.716064
	Iteration 20F: 3 clusters Score -922774.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -922835.437500 Penalty: 2679.716064
	Iteration 21Q: 3 clusters Score -922835.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -922888.750000 Penalty: 2679.716064
	Iteration 22Q: 3 clusters Score -922888.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -922941.812500 Penalty: 2679.716064
	Iteration 23Q: 3 clusters Score -922941.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -922981.687500 Penalty: 2679.716064
	Iteration 24Q: 3 clusters Score -922981.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -923026.187500 Penalty: 2679.716064
	Iteration 25Q: 3 clusters Score -923026.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -923070.937500 Penalty: 2679.716064
	Iteration 26Q: 3 clusters Score -923070.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -923113.750000 Penalty: 2679.716064
	Iteration 27Q: 3 clusters Score -923113.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -923154.562500 Penalty: 2679.716064
	Iteration 28Q: 3 clusters Score -923154.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -923188.062500 Penalty: 2679.716064
	Iteration 29Q: 3 clusters Score -923188.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -923220.375000 Penalty: 2679.716064
	Iteration 30Q: 3 clusters Score -923220.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -923242.812500 Penalty: 2679.716064
	Iteration 31Q: 3 clusters Score -923242.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -923260.250000 Penalty: 2679.716064
	Iteration 32Q: 3 clusters Score -923260.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -923273.687500 Penalty: 2679.716064
	Iteration 33Q: 3 clusters Score -923273.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -923285.375000 Penalty: 2679.716064
	Iteration 34Q: 3 clusters Score -923285.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -923300.125000 Penalty: 2679.716064
	Iteration 35Q: 3 clusters Score -923300.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -923313.625000 Penalty: 2679.716064
	Iteration 36Q: 3 clusters Score -923313.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -923327.375000 Penalty: 2679.716064
	Iteration 37Q: 3 clusters Score -923327.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -923338.875000 Penalty: 2679.716064
	Iteration 38Q: 3 clusters Score -923338.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -923349.125000 Penalty: 2679.716064
	Iteration 39Q: 3 clusters Score -923349.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -923357.437500 Penalty: 2679.716064
	Iteration 40F: 3 clusters Score -923357.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -923367.875000 Penalty: 2679.716064
	Iteration 41Q: 3 clusters Score -923367.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -923374.875000 Penalty: 2679.716064
	Iteration 42Q: 3 clusters Score -923374.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -923380.500000 Penalty: 2679.716064
	Iteration 43Q: 3 clusters Score -923380.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -923385.062500 Penalty: 2679.716064
	Iteration 44Q: 3 clusters Score -923385.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -923391.875000 Penalty: 2679.716064
	Iteration 45Q: 3 clusters Score -923391.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -923395.250000 Penalty: 2679.716064
	Iteration 46Q: 3 clusters Score -923395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -923398.187500 Penalty: 2679.716064
	Iteration 47Q: 3 clusters Score -923398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -923396.750000 Penalty: 2679.716064
	Iteration 48Q: 3 clusters Score -923396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -923401.625000 Penalty: 2679.716064
	Iteration 49Q: 3 clusters Score -923401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -923403.250000 Penalty: 2679.716064
	Iteration 50Q: 3 clusters Score -923403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -923403.312500 Penalty: 2679.716064
	Iteration 51Q: 3 clusters Score -923403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -923403.562500 Penalty: 2679.716064
	Iteration 52Q: 3 clusters Score -923403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -923406.000000 Penalty: 2679.716064
	Iteration 53Q: 3 clusters Score -923406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -923405.500000 Penalty: 2679.716064
	Iteration 54Q: 3 clusters Score -923405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -923408.312500 Penalty: 2679.716064
	Iteration 55Q: 3 clusters Score -923408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -923408.062500 Penalty: 2679.716064
	Iteration 56Q: 3 clusters Score -923408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -923407.937500 Penalty: 2679.716064
	Iteration 57Q: 3 clusters Score -923407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -923407.687500 Penalty: 2679.716064
	Iteration 58Q: 3 clusters Score -923407.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -923408.375000 Penalty: 2679.716064
	Iteration 59Q: 3 clusters Score -923408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -923409.750000 Penalty: 2679.716064
	Iteration 60F: 3 clusters Score -923409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -923410.375000 Penalty: 2679.716064
	Iteration 61Q: 3 clusters Score -923410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -923413.000000 Penalty: 2679.716064
	Iteration 62Q: 3 clusters Score -923413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -923412.500000 Penalty: 2679.716064
	Iteration 63Q: 3 clusters Score -923412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -923414.812500 Penalty: 2679.716064
	Iteration 64Q: 3 clusters Score -923414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -923415.187500 Penalty: 2679.716064
	Iteration 65Q: 3 clusters Score -923415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -923415.187500 Penalty: 2679.716064
	Iteration 66F: 3 clusters Score -923415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Entering Unmasked Estep 
Score: -3045733.500000 Penalty: 1521.311401
	Iteration 0F: 2 clusters Score -3045734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3027832.250000 Penalty: 3042.622803
	Iteration 0F: 3 clusters Score -3027832 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3034779.750000 Penalty: 3042.622803
	Iteration 1F: 3 clusters Score -3034780 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3035457.750000 Penalty: 3042.622803
	Iteration 2F: 3 clusters Score -3035458 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3036090.250000 Penalty: 3042.622803
	Iteration 3F: 3 clusters Score -3036090 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3036790.500000 Penalty: 3042.622803
	Iteration 4F: 3 clusters Score -3036790 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3037632.750000 Penalty: 3042.622803
	Iteration 5F: 3 clusters Score -3037633 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3038598.000000 Penalty: 3042.622803
	Iteration 6F: 3 clusters Score -3038598 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3039666.500000 Penalty: 3042.622803
	Iteration 7F: 3 clusters Score -3039666 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3040663.250000 Penalty: 3042.622803
	Iteration 8F: 3 clusters Score -3040663 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3041428.750000 Penalty: 3042.622803
	Iteration 9Q: 3 clusters Score -3041429 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3041962.000000 Penalty: 3042.622803
	Iteration 10Q: 3 clusters Score -3041962 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3042283.750000 Penalty: 3042.622803
	Iteration 11Q: 3 clusters Score -3042284 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3042512.500000 Penalty: 3042.622803
	Iteration 12Q: 3 clusters Score -3042512 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3042688.000000 Penalty: 3042.622803
	Iteration 13Q: 3 clusters Score -3042688 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3042823.500000 Penalty: 3042.622803
	Iteration 14Q: 3 clusters Score -3042824 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3042910.500000 Penalty: 3042.622803
	Iteration 15Q: 3 clusters Score -3042910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3043002.250000 Penalty: 3042.622803
	Iteration 16Q: 3 clusters Score -3043002 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3043055.750000 Penalty: 3042.622803
	Iteration 17Q: 3 clusters Score -3043056 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3043124.750000 Penalty: 3042.622803
	Iteration 18Q: 3 clusters Score -3043125 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3043190.750000 Penalty: 3042.622803
	Iteration 19Q: 3 clusters Score -3043191 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3043227.750000 Penalty: 3042.622803
	Iteration 20F: 3 clusters Score -3043228 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3043292.250000 Penalty: 3042.622803
	Iteration 21Q: 3 clusters Score -3043292 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3043327.500000 Penalty: 3042.622803
	Iteration 22Q: 3 clusters Score -3043328 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3043392.250000 Penalty: 3042.622803
	Iteration 23Q: 3 clusters Score -3043392 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3043421.000000 Penalty: 3042.622803
	Iteration 24Q: 3 clusters Score -3043421 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3043457.500000 Penalty: 3042.622803
	Iteration 25Q: 3 clusters Score -3043458 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3043490.500000 Penalty: 3042.622803
	Iteration 26Q: 3 clusters Score -3043490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3043530.000000 Penalty: 3042.622803
	Iteration 27Q: 3 clusters Score -3043530 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3043565.750000 Penalty: 3042.622803
	Iteration 28Q: 3 clusters Score -3043566 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3043613.250000 Penalty: 3042.622803
	Iteration 29Q: 3 clusters Score -3043613 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3043656.250000 Penalty: 3042.622803
	Iteration 30Q: 3 clusters Score -3043656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3043694.500000 Penalty: 3042.622803
	Iteration 31Q: 3 clusters Score -3043694 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3043728.250000 Penalty: 3042.622803
	Iteration 32Q: 3 clusters Score -3043728 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3043767.750000 Penalty: 3042.622803
	Iteration 33Q: 3 clusters Score -3043768 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3043805.500000 Penalty: 3042.622803
	Iteration 34Q: 3 clusters Score -3043806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3043838.000000 Penalty: 3042.622803
	Iteration 35Q: 3 clusters Score -3043838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3043864.750000 Penalty: 3042.622803
	Iteration 36Q: 3 clusters Score -3043865 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3043889.500000 Penalty: 3042.622803
	Iteration 37Q: 3 clusters Score -3043890 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3043908.000000 Penalty: 3042.622803
	Iteration 38Q: 3 clusters Score -3043908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3043929.500000 Penalty: 3042.622803
	Iteration 39Q: 3 clusters Score -3043930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3043945.500000 Penalty: 3042.622803
	Iteration 40F: 3 clusters Score -3043946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3043964.750000 Penalty: 3042.622803
	Iteration 41Q: 3 clusters Score -3043965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3043970.750000 Penalty: 3042.622803
	Iteration 42Q: 3 clusters Score -3043971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3043989.500000 Penalty: 3042.622803
	Iteration 43Q: 3 clusters Score -3043990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3044002.500000 Penalty: 3042.622803
	Iteration 44Q: 3 clusters Score -3044002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3044023.750000 Penalty: 3042.622803
	Iteration 45Q: 3 clusters Score -3044024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3044029.250000 Penalty: 3042.622803
	Iteration 46Q: 3 clusters Score -3044029 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3044055.750000 Penalty: 3042.622803
	Iteration 47Q: 3 clusters Score -3044056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3044081.000000 Penalty: 3042.622803
	Iteration 48Q: 3 clusters Score -3044081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3044093.250000 Penalty: 3042.622803
	Iteration 49Q: 3 clusters Score -3044093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3044097.500000 Penalty: 3042.622803
	Iteration 50Q: 3 clusters Score -3044098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3044105.500000 Penalty: 3042.622803
	Iteration 51Q: 3 clusters Score -3044106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3044120.250000 Penalty: 3042.622803
	Iteration 52Q: 3 clusters Score -3044120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3044143.750000 Penalty: 3042.622803
	Iteration 53Q: 3 clusters Score -3044144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3044155.000000 Penalty: 3042.622803
	Iteration 54Q: 3 clusters Score -3044155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3044173.750000 Penalty: 3042.622803
	Iteration 55Q: 3 clusters Score -3044174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3044193.250000 Penalty: 3042.622803
	Iteration 56Q: 3 clusters Score -3044193 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3044205.250000 Penalty: 3042.622803
	Iteration 57Q: 3 clusters Score -3044205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3044222.000000 Penalty: 3042.622803
	Iteration 58Q: 3 clusters Score -3044222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3044228.000000 Penalty: 3042.622803
	Iteration 59Q: 3 clusters Score -3044228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3044241.500000 Penalty: 3042.622803
	Iteration 60F: 3 clusters Score -3044242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3044252.500000 Penalty: 3042.622803
	Iteration 61Q: 3 clusters Score -3044252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3044249.750000 Penalty: 3042.622803
	Iteration 62Q: 3 clusters Score -3044250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3044259.000000 Penalty: 3042.622803
	Iteration 63Q: 3 clusters Score -3044259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3044258.000000 Penalty: 3042.622803
	Iteration 64Q: 3 clusters Score -3044258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3044251.500000 Penalty: 3042.622803
	Iteration 65Q: 3 clusters Score -3044252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3044257.750000 Penalty: 3042.622803
	Iteration 66Q: 3 clusters Score -3044258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3044261.250000 Penalty: 3042.622803
	Iteration 67Q: 3 clusters Score -3044261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3044262.000000 Penalty: 3042.622803
	Iteration 68Q: 3 clusters Score -3044262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3044273.250000 Penalty: 3042.622803
	Iteration 69Q: 3 clusters Score -3044273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3044284.500000 Penalty: 3042.622803
	Iteration 70Q: 3 clusters Score -3044284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3044290.250000 Penalty: 3042.622803
	Iteration 71Q: 3 clusters Score -3044290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3044297.250000 Penalty: 3042.622803
	Iteration 72Q: 3 clusters Score -3044297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3044307.500000 Penalty: 3042.622803
	Iteration 73Q: 3 clusters Score -3044308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3044306.750000 Penalty: 3042.622803
	Iteration 74Q: 3 clusters Score -3044307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3044300.000000 Penalty: 3042.622803
	Iteration 75Q: 3 clusters Score -3044300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3044304.750000 Penalty: 3042.622803
	Iteration 76Q: 3 clusters Score -3044305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3044311.750000 Penalty: 3042.622803
	Iteration 77Q: 3 clusters Score -3044312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3044313.750000 Penalty: 3042.622803
	Iteration 78Q: 3 clusters Score -3044314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3044328.500000 Penalty: 3042.622803
	Iteration 79Q: 3 clusters Score -3044328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3044325.250000 Penalty: 3042.622803
	Iteration 80F: 3 clusters Score -3044325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3044321.500000 Penalty: 3042.622803
	Iteration 81Q: 3 clusters Score -3044322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3044328.500000 Penalty: 3042.622803
	Iteration 82Q: 3 clusters Score -3044328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3044334.750000 Penalty: 3042.622803
	Iteration 83Q: 3 clusters Score -3044335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3044339.000000 Penalty: 3042.622803
	Iteration 84Q: 3 clusters Score -3044339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3044343.750000 Penalty: 3042.622803
	Iteration 85Q: 3 clusters Score -3044344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3044345.250000 Penalty: 3042.622803
	Iteration 86Q: 3 clusters Score -3044345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3044357.500000 Penalty: 3042.622803
	Iteration 87Q: 3 clusters Score -3044358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3044362.500000 Penalty: 3042.622803
	Iteration 88Q: 3 clusters Score -3044362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3044366.250000 Penalty: 3042.622803
	Iteration 89Q: 3 clusters Score -3044366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3044378.000000 Penalty: 3042.622803
	Iteration 90Q: 3 clusters Score -3044378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3044387.250000 Penalty: 3042.622803
	Iteration 91Q: 3 clusters Score -3044387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3044381.500000 Penalty: 3042.622803
	Iteration 92Q: 3 clusters Score -3044382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3044396.750000 Penalty: 3042.622803
	Iteration 93Q: 3 clusters Score -3044397 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3044405.000000 Penalty: 3042.622803
	Iteration 94Q: 3 clusters Score -3044405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3044410.750000 Penalty: 3042.622803
	Iteration 95Q: 3 clusters Score -3044411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3044412.500000 Penalty: 3042.622803
	Iteration 96Q: 3 clusters Score -3044412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3044414.000000 Penalty: 3042.622803
	Iteration 97Q: 3 clusters Score -3044414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3044430.000000 Penalty: 3042.622803
	Iteration 98Q: 3 clusters Score -3044430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3044432.500000 Penalty: 3042.622803
	Iteration 99Q: 3 clusters Score -3044432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3044429.000000 Penalty: 3042.622803
	Iteration 100F: 3 clusters Score -3044429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3044426.750000 Penalty: 3042.622803
	Iteration 101Q: 3 clusters Score -3044427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3044423.750000 Penalty: 3042.622803
	Iteration 102Q: 3 clusters Score -3044424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3044441.000000 Penalty: 3042.622803
	Iteration 103Q: 3 clusters Score -3044441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3044436.250000 Penalty: 3042.622803
	Iteration 104Q: 3 clusters Score -3044436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3044450.000000 Penalty: 3042.622803
	Iteration 105Q: 3 clusters Score -3044450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3044453.000000 Penalty: 3042.622803
	Iteration 106Q: 3 clusters Score -3044453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3044446.000000 Penalty: 3042.622803
	Iteration 107Q: 3 clusters Score -3044446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3044456.500000 Penalty: 3042.622803
	Iteration 108Q: 3 clusters Score -3044456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3044451.750000 Penalty: 3042.622803
	Iteration 109Q: 3 clusters Score -3044452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3044454.500000 Penalty: 3042.622803
	Iteration 110Q: 3 clusters Score -3044454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3044460.250000 Penalty: 3042.622803
	Iteration 111Q: 3 clusters Score -3044460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3044461.000000 Penalty: 3042.622803
	Iteration 112Q: 3 clusters Score -3044461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3044456.250000 Penalty: 3042.622803
	Iteration 113Q: 3 clusters Score -3044456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3044453.250000 Penalty: 3042.622803
	Iteration 114Q: 3 clusters Score -3044453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3044455.500000 Penalty: 3042.622803
	Iteration 115Q: 3 clusters Score -3044456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3044458.500000 Penalty: 3042.622803
	Iteration 116Q: 3 clusters Score -3044458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3044459.250000 Penalty: 3042.622803
	Iteration 117Q: 3 clusters Score -3044459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3044463.000000 Penalty: 3042.622803
	Iteration 118Q: 3 clusters Score -3044463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3044460.500000 Penalty: 3042.622803
	Iteration 119Q: 3 clusters Score -3044460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3044463.000000 Penalty: 3042.622803
	Iteration 120F: 3 clusters Score -3044463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3044466.750000 Penalty: 3042.622803
	Iteration 121Q: 3 clusters Score -3044467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3044462.250000 Penalty: 3042.622803
	Iteration 122Q: 3 clusters Score -3044462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3044466.750000 Penalty: 3042.622803
	Iteration 123Q: 3 clusters Score -3044467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3044465.500000 Penalty: 3042.622803
	Iteration 124Q: 3 clusters Score -3044466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3044467.500000 Penalty: 3042.622803
	Iteration 125Q: 3 clusters Score -3044468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3044469.750000 Penalty: 3042.622803
	Iteration 126Q: 3 clusters Score -3044470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3044474.000000 Penalty: 3042.622803
	Iteration 127Q: 3 clusters Score -3044474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3044471.750000 Penalty: 3042.622803
	Iteration 128Q: 3 clusters Score -3044472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3044474.500000 Penalty: 3042.622803
	Iteration 129Q: 3 clusters Score -3044474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3044474.500000 Penalty: 3042.622803
	Iteration 130F: 3 clusters Score -3044474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -778068.187500 Penalty: 1329.034668
	Iteration 0F: 2 clusters Score -778068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -772829.000000 Penalty: 2658.069336
	Iteration 0F: 3 clusters Score -772829 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -774504.125000 Penalty: 2658.069336
	Iteration 1F: 3 clusters Score -774504.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -774868.562500 Penalty: 2658.069336
	Iteration 2F: 3 clusters Score -774868.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -775176.000000 Penalty: 2658.069336
	Iteration 3F: 3 clusters Score -775176 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -775427.250000 Penalty: 2658.069336
	Iteration 4F: 3 clusters Score -775427.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -775649.375000 Penalty: 2658.069336
	Iteration 5Q: 3 clusters Score -775649.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -775858.000000 Penalty: 2658.069336
	Iteration 6Q: 3 clusters Score -775858 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -776050.562500 Penalty: 2658.069336
	Iteration 7Q: 3 clusters Score -776050.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -776229.562500 Penalty: 2658.069336
	Iteration 8Q: 3 clusters Score -776229.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -776408.500000 Penalty: 2658.069336
	Iteration 9Q: 3 clusters Score -776408.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -776579.375000 Penalty: 2658.069336
	Iteration 10Q: 3 clusters Score -776579.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -776714.562500 Penalty: 2658.069336
	Iteration 11Q: 3 clusters Score -776714.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -776850.625000 Penalty: 2658.069336
	Iteration 12Q: 3 clusters Score -776850.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -776949.750000 Penalty: 2658.069336
	Iteration 13Q: 3 clusters Score -776949.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -777020.937500 Penalty: 2658.069336
	Iteration 14Q: 3 clusters Score -777020.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -777084.812500 Penalty: 2658.069336
	Iteration 15Q: 3 clusters Score -777084.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -777134.437500 Penalty: 2658.069336
	Iteration 16Q: 3 clusters Score -777134.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -777172.375000 Penalty: 2658.069336
	Iteration 17Q: 3 clusters Score -777172.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -777200.250000 Penalty: 2658.069336
	Iteration 18Q: 3 clusters Score -777200.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -777224.875000 Penalty: 2658.069336
	Iteration 19Q: 3 clusters Score -777224.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -777248.625000 Penalty: 2658.069336
	Iteration 20F: 3 clusters Score -777248.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -777268.312500 Penalty: 2658.069336
	Iteration 21Q: 3 clusters Score -777268.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -777290.250000 Penalty: 2658.069336
	Iteration 22Q: 3 clusters Score -777290.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -777302.562500 Penalty: 2658.069336
	Iteration 23Q: 3 clusters Score -777302.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -777313.250000 Penalty: 2658.069336
	Iteration 24Q: 3 clusters Score -777313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -777319.500000 Penalty: 2658.069336
	Iteration 25Q: 3 clusters Score -777319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -777325.375000 Penalty: 2658.069336
	Iteration 26Q: 3 clusters Score -777325.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -777332.062500 Penalty: 2658.069336
	Iteration 27Q: 3 clusters Score -777332.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -777334.375000 Penalty: 2658.069336
	Iteration 28Q: 3 clusters Score -777334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -777339.500000 Penalty: 2658.069336
	Iteration 29Q: 3 clusters Score -777339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -777339.937500 Penalty: 2658.069336
	Iteration 30Q: 3 clusters Score -777339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -777340.125000 Penalty: 2658.069336
	Iteration 31Q: 3 clusters Score -777340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -777339.875000 Penalty: 2658.069336
	Iteration 32Q: 3 clusters Score -777339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -777340.062500 Penalty: 2658.069336
	Iteration 33Q: 3 clusters Score -777340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -777340.062500 Penalty: 2658.069336
	Iteration 34F: 3 clusters Score -777340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46806.007812 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46806.01 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46993.261719 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -46993.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47066.218750 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47066.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47116.468750 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47116.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47164.285156 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47164.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47228.957031 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47228.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47295.996094 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47390.585938 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47390.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47435.222656 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47435.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47492.750000 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47492.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47546.296875 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47573.945312 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47573.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47582.484375 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47582.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47587.964844 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47587.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47587.964844 Penalty: 1874.567383
	Iteration 14F: 3 clusters Score -47587.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Entering Unmasked Estep 
Score: -912960.187500 Penalty: 1340.241455
	Iteration 0F: 2 clusters Score -912960.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -907393.937500 Penalty: 2680.482910
	Iteration 0F: 3 clusters Score -907393.9 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -909128.937500 Penalty: 2680.482910
	Iteration 1F: 3 clusters Score -909128.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -909492.437500 Penalty: 2680.482910
	Iteration 2F: 3 clusters Score -909492.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -909816.875000 Penalty: 2680.482910
	Iteration 3F: 3 clusters Score -909816.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -910098.812500 Penalty: 2680.482910
	Iteration 4Q: 3 clusters Score -910098.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -910311.875000 Penalty: 2680.482910
	Iteration 5Q: 3 clusters Score -910311.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -910480.375000 Penalty: 2680.482910
	Iteration 6Q: 3 clusters Score -910480.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -910622.937500 Penalty: 2680.482910
	Iteration 7Q: 3 clusters Score -910622.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -910745.812500 Penalty: 2680.482910
	Iteration 8Q: 3 clusters Score -910745.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -910863.312500 Penalty: 2680.482910
	Iteration 9Q: 3 clusters Score -910863.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -910971.125000 Penalty: 2680.482910
	Iteration 10Q: 3 clusters Score -910971.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -911053.937500 Penalty: 2680.482910
	Iteration 11Q: 3 clusters Score -911053.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -911125.375000 Penalty: 2680.482910
	Iteration 12Q: 3 clusters Score -911125.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -911188.125000 Penalty: 2680.482910
	Iteration 13Q: 3 clusters Score -911188.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -911249.125000 Penalty: 2680.482910
	Iteration 14Q: 3 clusters Score -911249.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -911308.875000 Penalty: 2680.482910
	Iteration 15Q: 3 clusters Score -911308.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -911368.500000 Penalty: 2680.482910
	Iteration 16Q: 3 clusters Score -911368.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -911429.500000 Penalty: 2680.482910
	Iteration 17Q: 3 clusters Score -911429.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -911480.875000 Penalty: 2680.482910
	Iteration 18Q: 3 clusters Score -911480.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -911526.750000 Penalty: 2680.482910
	Iteration 19Q: 3 clusters Score -911526.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -911579.187500 Penalty: 2680.482910
	Iteration 20F: 3 clusters Score -911579.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -911627.125000 Penalty: 2680.482910
	Iteration 21Q: 3 clusters Score -911627.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -911661.937500 Penalty: 2680.482910
	Iteration 22Q: 3 clusters Score -911661.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -911696.687500 Penalty: 2680.482910
	Iteration 23Q: 3 clusters Score -911696.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -911727.312500 Penalty: 2680.482910
	Iteration 24Q: 3 clusters Score -911727.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -911751.500000 Penalty: 2680.482910
	Iteration 25Q: 3 clusters Score -911751.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -911771.437500 Penalty: 2680.482910
	Iteration 26Q: 3 clusters Score -911771.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -911785.062500 Penalty: 2680.482910
	Iteration 27Q: 3 clusters Score -911785.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -911797.687500 Penalty: 2680.482910
	Iteration 28Q: 3 clusters Score -911797.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -911806.500000 Penalty: 2680.482910
	Iteration 29Q: 3 clusters Score -911806.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -911816.000000 Penalty: 2680.482910
	Iteration 30Q: 3 clusters Score -911816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -911824.187500 Penalty: 2680.482910
	Iteration 31Q: 3 clusters Score -911824.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -911834.687500 Penalty: 2680.482910
	Iteration 32Q: 3 clusters Score -911834.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -911841.000000 Penalty: 2680.482910
	Iteration 33Q: 3 clusters Score -911841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -911851.875000 Penalty: 2680.482910
	Iteration 34Q: 3 clusters Score -911851.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -911859.875000 Penalty: 2680.482910
	Iteration 35Q: 3 clusters Score -911859.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -911864.500000 Penalty: 2680.482910
	Iteration 36Q: 3 clusters Score -911864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -911872.250000 Penalty: 2680.482910
	Iteration 37Q: 3 clusters Score -911872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -911879.437500 Penalty: 2680.482910
	Iteration 38Q: 3 clusters Score -911879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -911880.875000 Penalty: 2680.482910
	Iteration 39Q: 3 clusters Score -911880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -911887.437500 Penalty: 2680.482910
	Iteration 40F: 3 clusters Score -911887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -911893.500000 Penalty: 2680.482910
	Iteration 41Q: 3 clusters Score -911893.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -911896.875000 Penalty: 2680.482910
	Iteration 42Q: 3 clusters Score -911896.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -911899.500000 Penalty: 2680.482910
	Iteration 43Q: 3 clusters Score -911899.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -911903.937500 Penalty: 2680.482910
	Iteration 44Q: 3 clusters Score -911903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -911909.625000 Penalty: 2680.482910
	Iteration 45Q: 3 clusters Score -911909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -911914.187500 Penalty: 2680.482910
	Iteration 46Q: 3 clusters Score -911914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -911918.500000 Penalty: 2680.482910
	Iteration 47Q: 3 clusters Score -911918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -911919.875000 Penalty: 2680.482910
	Iteration 48Q: 3 clusters Score -911919.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -911923.937500 Penalty: 2680.482910
	Iteration 49Q: 3 clusters Score -911923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -911925.187500 Penalty: 2680.482910
	Iteration 50Q: 3 clusters Score -911925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -911926.500000 Penalty: 2680.482910
	Iteration 51Q: 3 clusters Score -911926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -911926.687500 Penalty: 2680.482910
	Iteration 52Q: 3 clusters Score -911926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -911928.937500 Penalty: 2680.482910
	Iteration 53Q: 3 clusters Score -911928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -911929.187500 Penalty: 2680.482910
	Iteration 54Q: 3 clusters Score -911929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -911929.500000 Penalty: 2680.482910
	Iteration 55Q: 3 clusters Score -911929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -911929.562500 Penalty: 2680.482910
	Iteration 56Q: 3 clusters Score -911929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -911927.375000 Penalty: 2680.482910
	Iteration 57Q: 3 clusters Score -911927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -911927.875000 Penalty: 2680.482910
	Iteration 58Q: 3 clusters Score -911927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -911931.312500 Penalty: 2680.482910
	Iteration 59Q: 3 clusters Score -911931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -911932.750000 Penalty: 2680.482910
	Iteration 60F: 3 clusters Score -911932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -911935.562500 Penalty: 2680.482910
	Iteration 61Q: 3 clusters Score -911935.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -911943.062500 Penalty: 2680.482910
	Iteration 62Q: 3 clusters Score -911943.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -911950.937500 Penalty: 2680.482910
	Iteration 63Q: 3 clusters Score -911950.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -911959.937500 Penalty: 2680.482910
	Iteration 64Q: 3 clusters Score -911959.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -911966.875000 Penalty: 2680.482910
	Iteration 65Q: 3 clusters Score -911966.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -911974.250000 Penalty: 2680.482910
	Iteration 66Q: 3 clusters Score -911974.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -911984.437500 Penalty: 2680.482910
	Iteration 67Q: 3 clusters Score -911984.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -911993.250000 Penalty: 2680.482910
	Iteration 68Q: 3 clusters Score -911993.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -912006.062500 Penalty: 2680.482910
	Iteration 69Q: 3 clusters Score -912006.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -912018.750000 Penalty: 2680.482910
	Iteration 70Q: 3 clusters Score -912018.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -912026.125000 Penalty: 2680.482910
	Iteration 71Q: 3 clusters Score -912026.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -912033.375000 Penalty: 2680.482910
	Iteration 72Q: 3 clusters Score -912033.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -912038.375000 Penalty: 2680.482910
	Iteration 73Q: 3 clusters Score -912038.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -912052.562500 Penalty: 2680.482910
	Iteration 74Q: 3 clusters Score -912052.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -912067.562500 Penalty: 2680.482910
	Iteration 75Q: 3 clusters Score -912067.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -912083.750000 Penalty: 2680.482910
	Iteration 76Q: 3 clusters Score -912083.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -912100.687500 Penalty: 2680.482910
	Iteration 77Q: 3 clusters Score -912100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -912121.875000 Penalty: 2680.482910
	Iteration 78Q: 3 clusters Score -912121.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -912149.187500 Penalty: 2680.482910
	Iteration 79Q: 3 clusters Score -912149.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -912185.375000 Penalty: 2680.482910
	Iteration 80F: 3 clusters Score -912185.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -912212.937500 Penalty: 2680.482910
	Iteration 81Q: 3 clusters Score -912212.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -912237.125000 Penalty: 2680.482910
	Iteration 82Q: 3 clusters Score -912237.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -912257.812500 Penalty: 2680.482910
	Iteration 83Q: 3 clusters Score -912257.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -912281.812500 Penalty: 2680.482910
	Iteration 84Q: 3 clusters Score -912281.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -912297.812500 Penalty: 2680.482910
	Iteration 85Q: 3 clusters Score -912297.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -912314.687500 Penalty: 2680.482910
	Iteration 86Q: 3 clusters Score -912314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -912331.562500 Penalty: 2680.482910
	Iteration 87Q: 3 clusters Score -912331.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -912342.875000 Penalty: 2680.482910
	Iteration 88Q: 3 clusters Score -912342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -912357.062500 Penalty: 2680.482910
	Iteration 89Q: 3 clusters Score -912357.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -912373.875000 Penalty: 2680.482910
	Iteration 90Q: 3 clusters Score -912373.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -912382.500000 Penalty: 2680.482910
	Iteration 91Q: 3 clusters Score -912382.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -912390.125000 Penalty: 2680.482910
	Iteration 92Q: 3 clusters Score -912390.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -912401.000000 Penalty: 2680.482910
	Iteration 93Q: 3 clusters Score -912401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -912414.375000 Penalty: 2680.482910
	Iteration 94Q: 3 clusters Score -912414.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -912418.187500 Penalty: 2680.482910
	Iteration 95Q: 3 clusters Score -912418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -912427.812500 Penalty: 2680.482910
	Iteration 96Q: 3 clusters Score -912427.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -912432.625000 Penalty: 2680.482910
	Iteration 97Q: 3 clusters Score -912432.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -912439.937500 Penalty: 2680.482910
	Iteration 98Q: 3 clusters Score -912439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -912448.250000 Penalty: 2680.482910
	Iteration 99Q: 3 clusters Score -912448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -912453.000000 Penalty: 2680.482910
	Iteration 100F: 3 clusters Score -912453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -912457.750000 Penalty: 2680.482910
	Iteration 101Q: 3 clusters Score -912457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -912460.312500 Penalty: 2680.482910
	Iteration 102Q: 3 clusters Score -912460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -912463.125000 Penalty: 2680.482910
	Iteration 103Q: 3 clusters Score -912463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -912467.812500 Penalty: 2680.482910
	Iteration 104Q: 3 clusters Score -912467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -912470.125000 Penalty: 2680.482910
	Iteration 105Q: 3 clusters Score -912470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -912473.062500 Penalty: 2680.482910
	Iteration 106Q: 3 clusters Score -912473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -912474.312500 Penalty: 2680.482910
	Iteration 107Q: 3 clusters Score -912474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -912474.437500 Penalty: 2680.482910
	Iteration 108Q: 3 clusters Score -912474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -912474.187500 Penalty: 2680.482910
	Iteration 109Q: 3 clusters Score -912474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -912474.187500 Penalty: 2680.482910
	Iteration 110F: 3 clusters Score -912474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Entering Unmasked Estep 
Score: -1894943.625000 Penalty: 1445.536133
	Iteration 0F: 2 clusters Score -1894944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1884015.875000 Penalty: 2891.072266
	Iteration 0F: 3 clusters Score -1884016 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1887803.000000 Penalty: 2891.072266
	Iteration 1F: 3 clusters Score -1887803 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1888199.875000 Penalty: 2891.072266
	Iteration 2F: 3 clusters Score -1888200 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1888532.750000 Penalty: 2891.072266
	Iteration 3Q: 3 clusters Score -1888533 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1888789.000000 Penalty: 2891.072266
	Iteration 4Q: 3 clusters Score -1888789 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1889022.250000 Penalty: 2891.072266
	Iteration 5Q: 3 clusters Score -1889022 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1889255.375000 Penalty: 2891.072266
	Iteration 6Q: 3 clusters Score -1889255 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1889552.625000 Penalty: 2891.072266
	Iteration 7Q: 3 clusters Score -1889553 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1889913.625000 Penalty: 2891.072266
	Iteration 8Q: 3 clusters Score -1889914 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1890386.750000 Penalty: 2891.072266
	Iteration 9Q: 3 clusters Score -1890387 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1890948.750000 Penalty: 2891.072266
	Iteration 10Q: 3 clusters Score -1890949 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1891538.625000 Penalty: 2891.072266
	Iteration 11Q: 3 clusters Score -1891539 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1892115.500000 Penalty: 2891.072266
	Iteration 12Q: 3 clusters Score -1892116 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1892654.125000 Penalty: 2891.072266
	Iteration 13Q: 3 clusters Score -1892654 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1893069.000000 Penalty: 2891.072266
	Iteration 14Q: 3 clusters Score -1893069 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1893388.375000 Penalty: 2891.072266
	Iteration 15Q: 3 clusters Score -1893388 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1893551.375000 Penalty: 2891.072266
	Iteration 16Q: 3 clusters Score -1893551 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1893659.250000 Penalty: 2891.072266
	Iteration 17Q: 3 clusters Score -1893659 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1893726.500000 Penalty: 2891.072266
	Iteration 18Q: 3 clusters Score -1893726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1893775.750000 Penalty: 2891.072266
	Iteration 19Q: 3 clusters Score -1893776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1893804.625000 Penalty: 2891.072266
	Iteration 20F: 3 clusters Score -1893805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1893823.875000 Penalty: 2891.072266
	Iteration 21Q: 3 clusters Score -1893824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1893844.375000 Penalty: 2891.072266
	Iteration 22Q: 3 clusters Score -1893844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1893858.375000 Penalty: 2891.072266
	Iteration 23Q: 3 clusters Score -1893858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1893874.250000 Penalty: 2891.072266
	Iteration 24Q: 3 clusters Score -1893874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1893888.750000 Penalty: 2891.072266
	Iteration 25Q: 3 clusters Score -1893889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1893897.500000 Penalty: 2891.072266
	Iteration 26Q: 3 clusters Score -1893898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1893908.375000 Penalty: 2891.072266
	Iteration 27Q: 3 clusters Score -1893908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1893918.625000 Penalty: 2891.072266
	Iteration 28Q: 3 clusters Score -1893919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1893923.875000 Penalty: 2891.072266
	Iteration 29Q: 3 clusters Score -1893924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1893930.000000 Penalty: 2891.072266
	Iteration 30Q: 3 clusters Score -1893930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1893932.000000 Penalty: 2891.072266
	Iteration 31Q: 3 clusters Score -1893932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1893934.750000 Penalty: 2891.072266
	Iteration 32Q: 3 clusters Score -1893935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1893940.250000 Penalty: 2891.072266
	Iteration 33Q: 3 clusters Score -1893940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1893942.750000 Penalty: 2891.072266
	Iteration 34Q: 3 clusters Score -1893943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1893943.625000 Penalty: 2891.072266
	Iteration 35Q: 3 clusters Score -1893944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1893947.625000 Penalty: 2891.072266
	Iteration 36Q: 3 clusters Score -1893948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1893954.250000 Penalty: 2891.072266
	Iteration 37Q: 3 clusters Score -1893954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1893959.875000 Penalty: 2891.072266
	Iteration 38Q: 3 clusters Score -1893960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1893967.125000 Penalty: 2891.072266
	Iteration 39Q: 3 clusters Score -1893967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1893966.625000 Penalty: 2891.072266
	Iteration 40F: 3 clusters Score -1893967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1893968.125000 Penalty: 2891.072266
	Iteration 41Q: 3 clusters Score -1893968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1893970.125000 Penalty: 2891.072266
	Iteration 42Q: 3 clusters Score -1893970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1893970.125000 Penalty: 2891.072266
	Iteration 43F: 3 clusters Score -1893970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Entering Unmasked Estep 
Score: -1514135.250000 Penalty: 1415.912842
	Iteration 0F: 2 clusters Score -1514135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1505083.125000 Penalty: 2831.825684
	Iteration 0F: 3 clusters Score -1505083 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1508219.625000 Penalty: 2831.825684
	Iteration 1F: 3 clusters Score -1508220 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1508578.125000 Penalty: 2831.825684
	Iteration 2F: 3 clusters Score -1508578 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1508858.500000 Penalty: 2831.825684
	Iteration 3Q: 3 clusters Score -1508858 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1509070.000000 Penalty: 2831.825684
	Iteration 4Q: 3 clusters Score -1509070 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1509261.250000 Penalty: 2831.825684
	Iteration 5Q: 3 clusters Score -1509261 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1509414.000000 Penalty: 2831.825684
	Iteration 6Q: 3 clusters Score -1509414 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1509550.625000 Penalty: 2831.825684
	Iteration 7Q: 3 clusters Score -1509551 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1509719.875000 Penalty: 2831.825684
	Iteration 8Q: 3 clusters Score -1509720 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1509907.875000 Penalty: 2831.825684
	Iteration 9Q: 3 clusters Score -1509908 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1510148.750000 Penalty: 2831.825684
	Iteration 10Q: 3 clusters Score -1510149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1510458.000000 Penalty: 2831.825684
	Iteration 11Q: 3 clusters Score -1510458 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1510764.750000 Penalty: 2831.825684
	Iteration 12Q: 3 clusters Score -1510765 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1511047.250000 Penalty: 2831.825684
	Iteration 13Q: 3 clusters Score -1511047 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1511306.375000 Penalty: 2831.825684
	Iteration 14Q: 3 clusters Score -1511306 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1511556.000000 Penalty: 2831.825684
	Iteration 15Q: 3 clusters Score -1511556 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1511803.875000 Penalty: 2831.825684
	Iteration 16Q: 3 clusters Score -1511804 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1512048.625000 Penalty: 2831.825684
	Iteration 17Q: 3 clusters Score -1512049 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1512243.375000 Penalty: 2831.825684
	Iteration 18Q: 3 clusters Score -1512243 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1512398.250000 Penalty: 2831.825684
	Iteration 19Q: 3 clusters Score -1512398 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1512526.875000 Penalty: 2831.825684
	Iteration 20F: 3 clusters Score -1512527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1512639.250000 Penalty: 2831.825684
	Iteration 21Q: 3 clusters Score -1512639 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1512751.750000 Penalty: 2831.825684
	Iteration 22Q: 3 clusters Score -1512752 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1512839.125000 Penalty: 2831.825684
	Iteration 23Q: 3 clusters Score -1512839 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1512896.875000 Penalty: 2831.825684
	Iteration 24Q: 3 clusters Score -1512897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1512935.875000 Penalty: 2831.825684
	Iteration 25Q: 3 clusters Score -1512936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1512963.875000 Penalty: 2831.825684
	Iteration 26Q: 3 clusters Score -1512964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1512988.500000 Penalty: 2831.825684
	Iteration 27Q: 3 clusters Score -1512988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1513014.875000 Penalty: 2831.825684
	Iteration 28Q: 3 clusters Score -1513015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1513031.000000 Penalty: 2831.825684
	Iteration 29Q: 3 clusters Score -1513031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1513050.000000 Penalty: 2831.825684
	Iteration 30Q: 3 clusters Score -1513050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1513081.750000 Penalty: 2831.825684
	Iteration 31Q: 3 clusters Score -1513082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1513102.000000 Penalty: 2831.825684
	Iteration 32Q: 3 clusters Score -1513102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1513116.000000 Penalty: 2831.825684
	Iteration 33Q: 3 clusters Score -1513116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1513126.875000 Penalty: 2831.825684
	Iteration 34Q: 3 clusters Score -1513127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1513138.750000 Penalty: 2831.825684
	Iteration 35Q: 3 clusters Score -1513139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1513147.000000 Penalty: 2831.825684
	Iteration 36Q: 3 clusters Score -1513147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1513151.500000 Penalty: 2831.825684
	Iteration 37Q: 3 clusters Score -1513152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1513157.875000 Penalty: 2831.825684
	Iteration 38Q: 3 clusters Score -1513158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1513165.125000 Penalty: 2831.825684
	Iteration 39Q: 3 clusters Score -1513165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1513167.500000 Penalty: 2831.825684
	Iteration 40F: 3 clusters Score -1513168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1513171.625000 Penalty: 2831.825684
	Iteration 41Q: 3 clusters Score -1513172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1513172.375000 Penalty: 2831.825684
	Iteration 42Q: 3 clusters Score -1513172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1513172.375000 Penalty: 2831.825684
	Iteration 43Q: 3 clusters Score -1513172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1513175.125000 Penalty: 2831.825684
	Iteration 44Q: 3 clusters Score -1513175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1513179.375000 Penalty: 2831.825684
	Iteration 45Q: 3 clusters Score -1513179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1513180.625000 Penalty: 2831.825684
	Iteration 46Q: 3 clusters Score -1513181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1513179.500000 Penalty: 2831.825684
	Iteration 47Q: 3 clusters Score -1513180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1513182.250000 Penalty: 2831.825684
	Iteration 48Q: 3 clusters Score -1513182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1513181.000000 Penalty: 2831.825684
	Iteration 49Q: 3 clusters Score -1513181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1513188.750000 Penalty: 2831.825684
	Iteration 50Q: 3 clusters Score -1513189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1513195.000000 Penalty: 2831.825684
	Iteration 51Q: 3 clusters Score -1513195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1513196.625000 Penalty: 2831.825684
	Iteration 52Q: 3 clusters Score -1513197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1513199.250000 Penalty: 2831.825684
	Iteration 53Q: 3 clusters Score -1513199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1513202.125000 Penalty: 2831.825684
	Iteration 54Q: 3 clusters Score -1513202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1513202.625000 Penalty: 2831.825684
	Iteration 55Q: 3 clusters Score -1513203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1513204.750000 Penalty: 2831.825684
	Iteration 56Q: 3 clusters Score -1513205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1513203.750000 Penalty: 2831.825684
	Iteration 57Q: 3 clusters Score -1513204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1513204.750000 Penalty: 2831.825684
	Iteration 58Q: 3 clusters Score -1513205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1513204.750000 Penalty: 2831.825684
	Iteration 59F: 3 clusters Score -1513205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Entering Unmasked Estep 
Score: -2469281.750000 Penalty: 1481.167969
	Iteration 0F: 2 clusters Score -2469282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2455539.250000 Penalty: 2962.335938
	Iteration 0F: 3 clusters Score -2455539 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2460549.750000 Penalty: 2962.335938
	Iteration 1F: 3 clusters Score -2460550 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2460945.500000 Penalty: 2962.335938
	Iteration 2F: 3 clusters Score -2460946 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2461248.000000 Penalty: 2962.335938
	Iteration 3Q: 3 clusters Score -2461248 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2461532.000000 Penalty: 2962.335938
	Iteration 4Q: 3 clusters Score -2461532 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2461823.000000 Penalty: 2962.335938
	Iteration 5Q: 3 clusters Score -2461823 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2462085.000000 Penalty: 2962.335938
	Iteration 6Q: 3 clusters Score -2462085 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2462373.500000 Penalty: 2962.335938
	Iteration 7Q: 3 clusters Score -2462374 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2462687.500000 Penalty: 2962.335938
	Iteration 8Q: 3 clusters Score -2462688 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2463018.250000 Penalty: 2962.335938
	Iteration 9Q: 3 clusters Score -2463018 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2463317.750000 Penalty: 2962.335938
	Iteration 10Q: 3 clusters Score -2463318 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2463602.000000 Penalty: 2962.335938
	Iteration 11Q: 3 clusters Score -2463602 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2463849.000000 Penalty: 2962.335938
	Iteration 12Q: 3 clusters Score -2463849 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2464077.500000 Penalty: 2962.335938
	Iteration 13Q: 3 clusters Score -2464078 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2464316.250000 Penalty: 2962.335938
	Iteration 14Q: 3 clusters Score -2464316 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2464640.250000 Penalty: 2962.335938
	Iteration 15Q: 3 clusters Score -2464640 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2464998.750000 Penalty: 2962.335938
	Iteration 16Q: 3 clusters Score -2464999 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2465388.250000 Penalty: 2962.335938
	Iteration 17Q: 3 clusters Score -2465388 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2465820.000000 Penalty: 2962.335938
	Iteration 18Q: 3 clusters Score -2465820 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2466272.750000 Penalty: 2962.335938
	Iteration 19Q: 3 clusters Score -2466273 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2466730.250000 Penalty: 2962.335938
	Iteration 20F: 3 clusters Score -2466730 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2467127.250000 Penalty: 2962.335938
	Iteration 21Q: 3 clusters Score -2467127 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2467440.750000 Penalty: 2962.335938
	Iteration 22Q: 3 clusters Score -2467441 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2467683.750000 Penalty: 2962.335938
	Iteration 23Q: 3 clusters Score -2467684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2467828.250000 Penalty: 2962.335938
	Iteration 24Q: 3 clusters Score -2467828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2467921.750000 Penalty: 2962.335938
	Iteration 25Q: 3 clusters Score -2467922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2467982.250000 Penalty: 2962.335938
	Iteration 26Q: 3 clusters Score -2467982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2468039.500000 Penalty: 2962.335938
	Iteration 27Q: 3 clusters Score -2468040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2468068.250000 Penalty: 2962.335938
	Iteration 28Q: 3 clusters Score -2468068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2468088.750000 Penalty: 2962.335938
	Iteration 29Q: 3 clusters Score -2468089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2468092.500000 Penalty: 2962.335938
	Iteration 30Q: 3 clusters Score -2468092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2468100.000000 Penalty: 2962.335938
	Iteration 31Q: 3 clusters Score -2468100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2468106.000000 Penalty: 2962.335938
	Iteration 32Q: 3 clusters Score -2468106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2468112.250000 Penalty: 2962.335938
	Iteration 33Q: 3 clusters Score -2468112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2468111.250000 Penalty: 2962.335938
	Iteration 34Q: 3 clusters Score -2468111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2468111.250000 Penalty: 2962.335938
	Iteration 35F: 3 clusters Score -2468111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -933123.875000 Penalty: 1335.649048
	Iteration 0F: 2 clusters Score -933123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -927601.187500 Penalty: 2671.298096
	Iteration 0F: 3 clusters Score -927601.2 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -929330.187500 Penalty: 2671.298096
	Iteration 1F: 3 clusters Score -929330.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -929559.812500 Penalty: 2671.298096
	Iteration 2F: 3 clusters Score -929559.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -929726.500000 Penalty: 2671.298096
	Iteration 3Q: 3 clusters Score -929726.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -929863.500000 Penalty: 2671.298096
	Iteration 4Q: 3 clusters Score -929863.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -929982.500000 Penalty: 2671.298096
	Iteration 5Q: 3 clusters Score -929982.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -930100.000000 Penalty: 2671.298096
	Iteration 6Q: 3 clusters Score -930100 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -930189.687500 Penalty: 2671.298096
	Iteration 7Q: 3 clusters Score -930189.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -930289.125000 Penalty: 2671.298096
	Iteration 8Q: 3 clusters Score -930289.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -930384.812500 Penalty: 2671.298096
	Iteration 9Q: 3 clusters Score -930384.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -930476.625000 Penalty: 2671.298096
	Iteration 10Q: 3 clusters Score -930476.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -930582.562500 Penalty: 2671.298096
	Iteration 11Q: 3 clusters Score -930582.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -930689.625000 Penalty: 2671.298096
	Iteration 12Q: 3 clusters Score -930689.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -930825.187500 Penalty: 2671.298096
	Iteration 13Q: 3 clusters Score -930825.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -930984.750000 Penalty: 2671.298096
	Iteration 14Q: 3 clusters Score -930984.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -931160.937500 Penalty: 2671.298096
	Iteration 15Q: 3 clusters Score -931160.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -931315.750000 Penalty: 2671.298096
	Iteration 16Q: 3 clusters Score -931315.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -931448.000000 Penalty: 2671.298096
	Iteration 17Q: 3 clusters Score -931448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -931545.000000 Penalty: 2671.298096
	Iteration 18Q: 3 clusters Score -931545 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -931630.250000 Penalty: 2671.298096
	Iteration 19Q: 3 clusters Score -931630.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -931697.562500 Penalty: 2671.298096
	Iteration 20F: 3 clusters Score -931697.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -931769.312500 Penalty: 2671.298096
	Iteration 21Q: 3 clusters Score -931769.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -931826.062500 Penalty: 2671.298096
	Iteration 22Q: 3 clusters Score -931826.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -931870.375000 Penalty: 2671.298096
	Iteration 23Q: 3 clusters Score -931870.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -931903.187500 Penalty: 2671.298096
	Iteration 24Q: 3 clusters Score -931903.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -931921.875000 Penalty: 2671.298096
	Iteration 25Q: 3 clusters Score -931921.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -931942.250000 Penalty: 2671.298096
	Iteration 26Q: 3 clusters Score -931942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -931954.937500 Penalty: 2671.298096
	Iteration 27Q: 3 clusters Score -931954.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -931965.125000 Penalty: 2671.298096
	Iteration 28Q: 3 clusters Score -931965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -931976.312500 Penalty: 2671.298096
	Iteration 29Q: 3 clusters Score -931976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -931982.812500 Penalty: 2671.298096
	Iteration 30Q: 3 clusters Score -931982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -931987.250000 Penalty: 2671.298096
	Iteration 31Q: 3 clusters Score -931987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -931992.562500 Penalty: 2671.298096
	Iteration 32Q: 3 clusters Score -931992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -931997.500000 Penalty: 2671.298096
	Iteration 33Q: 3 clusters Score -931997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -931999.937500 Penalty: 2671.298096
	Iteration 34Q: 3 clusters Score -931999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -932000.500000 Penalty: 2671.298096
	Iteration 35Q: 3 clusters Score -932000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -932001.937500 Penalty: 2671.298096
	Iteration 36Q: 3 clusters Score -932001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -932003.312500 Penalty: 2671.298096
	Iteration 37Q: 3 clusters Score -932003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -932002.812500 Penalty: 2671.298096
	Iteration 38Q: 3 clusters Score -932002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -932002.812500 Penalty: 2671.298096
	Iteration 39F: 3 clusters Score -932002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Entering Unmasked Estep 
Score: -5852581.500000 Penalty: 1616.515625
	Iteration 0F: 2 clusters Score -5852582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5818497.000000 Penalty: 3233.031250
	Iteration 0F: 3 clusters Score -5818497 nChanged 24339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -5832362.500000 Penalty: 3233.031250
	Iteration 1F: 3 clusters Score -5832362 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5833250.500000 Penalty: 3233.031250
	Iteration 2Q: 3 clusters Score -5833250 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5834205.500000 Penalty: 3233.031250
	Iteration 3Q: 3 clusters Score -5834206 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5835603.500000 Penalty: 3233.031250
	Iteration 4F: 3 clusters Score -5835604 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -5837517.500000 Penalty: 3233.031250
	Iteration 5F: 3 clusters Score -5837518 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5839810.500000 Penalty: 3233.031250
	Iteration 6F: 3 clusters Score -5839810 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5842572.000000 Penalty: 3233.031250
	Iteration 7F: 3 clusters Score -5842572 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -5845242.500000 Penalty: 3233.031250
	Iteration 8F: 3 clusters Score -5845242 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5847355.000000 Penalty: 3233.031250
	Iteration 9Q: 3 clusters Score -5847355 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5848665.500000 Penalty: 3233.031250
	Iteration 10Q: 3 clusters Score -5848666 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5849507.000000 Penalty: 3233.031250
	Iteration 11Q: 3 clusters Score -5849507 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5850099.500000 Penalty: 3233.031250
	Iteration 12Q: 3 clusters Score -5850100 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5850437.000000 Penalty: 3233.031250
	Iteration 13Q: 3 clusters Score -5850437 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5850700.500000 Penalty: 3233.031250
	Iteration 14Q: 3 clusters Score -5850700 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5850851.500000 Penalty: 3233.031250
	Iteration 15Q: 3 clusters Score -5850852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5850999.000000 Penalty: 3233.031250
	Iteration 16Q: 3 clusters Score -5850999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5851106.500000 Penalty: 3233.031250
	Iteration 17Q: 3 clusters Score -5851106 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5851144.000000 Penalty: 3233.031250
	Iteration 18Q: 3 clusters Score -5851144 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5851191.500000 Penalty: 3233.031250
	Iteration 19Q: 3 clusters Score -5851192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5851213.500000 Penalty: 3233.031250
	Iteration 20F: 3 clusters Score -5851214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5851238.500000 Penalty: 3233.031250
	Iteration 21Q: 3 clusters Score -5851238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5851269.500000 Penalty: 3233.031250
	Iteration 22Q: 3 clusters Score -5851270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5851313.000000 Penalty: 3233.031250
	Iteration 23Q: 3 clusters Score -5851313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5851347.500000 Penalty: 3233.031250
	Iteration 24Q: 3 clusters Score -5851348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5851375.000000 Penalty: 3233.031250
	Iteration 25Q: 3 clusters Score -5851375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5851429.500000 Penalty: 3233.031250
	Iteration 26Q: 3 clusters Score -5851430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5851427.500000 Penalty: 3233.031250
	Iteration 27Q: 3 clusters Score -5851428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5851445.500000 Penalty: 3233.031250
	Iteration 28Q: 3 clusters Score -5851446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5851467.000000 Penalty: 3233.031250
	Iteration 29Q: 3 clusters Score -5851467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5851478.000000 Penalty: 3233.031250
	Iteration 30Q: 3 clusters Score -5851478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5851505.500000 Penalty: 3233.031250
	Iteration 31Q: 3 clusters Score -5851506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5851515.500000 Penalty: 3233.031250
	Iteration 32Q: 3 clusters Score -5851516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5851528.000000 Penalty: 3233.031250
	Iteration 33Q: 3 clusters Score -5851528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5851535.000000 Penalty: 3233.031250
	Iteration 34Q: 3 clusters Score -5851535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5851552.500000 Penalty: 3233.031250
	Iteration 35Q: 3 clusters Score -5851552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5851552.500000 Penalty: 3233.031250
	Iteration 36Q: 3 clusters Score -5851552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5851555.000000 Penalty: 3233.031250
	Iteration 37Q: 3 clusters Score -5851555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5851555.500000 Penalty: 3233.031250
	Iteration 38Q: 3 clusters Score -5851556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5851558.500000 Penalty: 3233.031250
	Iteration 39Q: 3 clusters Score -5851558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5851567.500000 Penalty: 3233.031250
	Iteration 40F: 3 clusters Score -5851568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5851566.500000 Penalty: 3233.031250
	Iteration 41Q: 3 clusters Score -5851566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5851576.000000 Penalty: 3233.031250
	Iteration 42Q: 3 clusters Score -5851576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5851576.000000 Penalty: 3233.031250
	Iteration 43F: 3 clusters Score -5851576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -973051.000000 Penalty: 1349.279663
	Iteration 0F: 2 clusters Score -973051 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 4376 members 
Entering Unmasked Estep 
Score: -967173.937500 Penalty: 2698.559326
	Iteration 0F: 3 clusters Score -967173.9 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -969079.187500 Penalty: 2698.559326
	Iteration 1F: 3 clusters Score -969079.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -969337.375000 Penalty: 2698.559326
	Iteration 2F: 3 clusters Score -969337.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -969504.375000 Penalty: 2698.559326
	Iteration 3Q: 3 clusters Score -969504.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -969628.062500 Penalty: 2698.559326
	Iteration 4Q: 3 clusters Score -969628.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -969736.250000 Penalty: 2698.559326
	Iteration 5Q: 3 clusters Score -969736.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -969835.062500 Penalty: 2698.559326
	Iteration 6Q: 3 clusters Score -969835.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -969927.062500 Penalty: 2698.559326
	Iteration 7Q: 3 clusters Score -969927.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -970016.000000 Penalty: 2698.559326
	Iteration 8Q: 3 clusters Score -970016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -970101.687500 Penalty: 2698.559326
	Iteration 9Q: 3 clusters Score -970101.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -970199.062500 Penalty: 2698.559326
	Iteration 10Q: 3 clusters Score -970199.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -970299.062500 Penalty: 2698.559326
	Iteration 11Q: 3 clusters Score -970299.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -970401.062500 Penalty: 2698.559326
	Iteration 12Q: 3 clusters Score -970401.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -970526.312500 Penalty: 2698.559326
	Iteration 13Q: 3 clusters Score -970526.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -970644.437500 Penalty: 2698.559326
	Iteration 14Q: 3 clusters Score -970644.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -970747.812500 Penalty: 2698.559326
	Iteration 15Q: 3 clusters Score -970747.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -970873.687500 Penalty: 2698.559326
	Iteration 16Q: 3 clusters Score -970873.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -971012.687500 Penalty: 2698.559326
	Iteration 17Q: 3 clusters Score -971012.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -971167.687500 Penalty: 2698.559326
	Iteration 18Q: 3 clusters Score -971167.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -971347.125000 Penalty: 2698.559326
	Iteration 19Q: 3 clusters Score -971347.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -971517.437500 Penalty: 2698.559326
	Iteration 20F: 3 clusters Score -971517.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -971661.250000 Penalty: 2698.559326
	Iteration 21Q: 3 clusters Score -971661.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -971793.312500 Penalty: 2698.559326
	Iteration 22Q: 3 clusters Score -971793.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -971929.187500 Penalty: 2698.559326
	Iteration 23Q: 3 clusters Score -971929.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -972052.750000 Penalty: 2698.559326
	Iteration 24Q: 3 clusters Score -972052.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -972135.437500 Penalty: 2698.559326
	Iteration 25Q: 3 clusters Score -972135.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -972207.187500 Penalty: 2698.559326
	Iteration 26Q: 3 clusters Score -972207.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -972258.687500 Penalty: 2698.559326
	Iteration 27Q: 3 clusters Score -972258.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -972298.312500 Penalty: 2698.559326
	Iteration 28Q: 3 clusters Score -972298.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -972321.687500 Penalty: 2698.559326
	Iteration 29Q: 3 clusters Score -972321.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -972341.812500 Penalty: 2698.559326
	Iteration 30Q: 3 clusters Score -972341.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -972361.250000 Penalty: 2698.559326
	Iteration 31Q: 3 clusters Score -972361.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -972376.437500 Penalty: 2698.559326
	Iteration 32Q: 3 clusters Score -972376.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -972387.187500 Penalty: 2698.559326
	Iteration 33Q: 3 clusters Score -972387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -972400.000000 Penalty: 2698.559326
	Iteration 34Q: 3 clusters Score -972400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -972409.375000 Penalty: 2698.559326
	Iteration 35Q: 3 clusters Score -972409.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -972418.375000 Penalty: 2698.559326
	Iteration 36Q: 3 clusters Score -972418.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -972427.750000 Penalty: 2698.559326
	Iteration 37Q: 3 clusters Score -972427.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -972433.000000 Penalty: 2698.559326
	Iteration 38Q: 3 clusters Score -972433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -972439.812500 Penalty: 2698.559326
	Iteration 39Q: 3 clusters Score -972439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -972445.812500 Penalty: 2698.559326
	Iteration 40F: 3 clusters Score -972445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -972448.750000 Penalty: 2698.559326
	Iteration 41Q: 3 clusters Score -972448.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -972455.250000 Penalty: 2698.559326
	Iteration 42Q: 3 clusters Score -972455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -972464.437500 Penalty: 2698.559326
	Iteration 43Q: 3 clusters Score -972464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -972471.062500 Penalty: 2698.559326
	Iteration 44Q: 3 clusters Score -972471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -972478.812500 Penalty: 2698.559326
	Iteration 45Q: 3 clusters Score -972478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -972482.500000 Penalty: 2698.559326
	Iteration 46Q: 3 clusters Score -972482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -972484.062500 Penalty: 2698.559326
	Iteration 47Q: 3 clusters Score -972484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -972486.750000 Penalty: 2698.559326
	Iteration 48Q: 3 clusters Score -972486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -972489.750000 Penalty: 2698.559326
	Iteration 49Q: 3 clusters Score -972489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -972495.562500 Penalty: 2698.559326
	Iteration 50Q: 3 clusters Score -972495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -972499.500000 Penalty: 2698.559326
	Iteration 51Q: 3 clusters Score -972499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -972501.562500 Penalty: 2698.559326
	Iteration 52Q: 3 clusters Score -972501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -972507.562500 Penalty: 2698.559326
	Iteration 53Q: 3 clusters Score -972507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -972509.562500 Penalty: 2698.559326
	Iteration 54Q: 3 clusters Score -972509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -972509.562500 Penalty: 2698.559326
	Iteration 55F: 3 clusters Score -972509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -542862.687500 Penalty: 1278.451416
	Iteration 0F: 2 clusters Score -542862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -538978.500000 Penalty: 2556.902832
	Iteration 0F: 3 clusters Score -538978.5 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -540217.312500 Penalty: 2556.902832
	Iteration 1F: 3 clusters Score -540217.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -540491.000000 Penalty: 2556.902832
	Iteration 2F: 3 clusters Score -540491 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -540694.750000 Penalty: 2556.902832
	Iteration 3F: 3 clusters Score -540694.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -540852.437500 Penalty: 2556.902832
	Iteration 4Q: 3 clusters Score -540852.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -540983.375000 Penalty: 2556.902832
	Iteration 5Q: 3 clusters Score -540983.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -541108.812500 Penalty: 2556.902832
	Iteration 6Q: 3 clusters Score -541108.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -541247.937500 Penalty: 2556.902832
	Iteration 7Q: 3 clusters Score -541247.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -541359.062500 Penalty: 2556.902832
	Iteration 8Q: 3 clusters Score -541359.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -541450.375000 Penalty: 2556.902832
	Iteration 9Q: 3 clusters Score -541450.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -541539.562500 Penalty: 2556.902832
	Iteration 10Q: 3 clusters Score -541539.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -541615.937500 Penalty: 2556.902832
	Iteration 11Q: 3 clusters Score -541615.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -541662.500000 Penalty: 2556.902832
	Iteration 12Q: 3 clusters Score -541662.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -541716.312500 Penalty: 2556.902832
	Iteration 13Q: 3 clusters Score -541716.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -541756.125000 Penalty: 2556.902832
	Iteration 14Q: 3 clusters Score -541756.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -541796.312500 Penalty: 2556.902832
	Iteration 15Q: 3 clusters Score -541796.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -541833.375000 Penalty: 2556.902832
	Iteration 16Q: 3 clusters Score -541833.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -541860.375000 Penalty: 2556.902832
	Iteration 17Q: 3 clusters Score -541860.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -541887.812500 Penalty: 2556.902832
	Iteration 18Q: 3 clusters Score -541887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -541907.375000 Penalty: 2556.902832
	Iteration 19Q: 3 clusters Score -541907.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -541922.875000 Penalty: 2556.902832
	Iteration 20F: 3 clusters Score -541922.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -541939.062500 Penalty: 2556.902832
	Iteration 21Q: 3 clusters Score -541939.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -541953.562500 Penalty: 2556.902832
	Iteration 22Q: 3 clusters Score -541953.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -541966.875000 Penalty: 2556.902832
	Iteration 23Q: 3 clusters Score -541966.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -541979.812500 Penalty: 2556.902832
	Iteration 24Q: 3 clusters Score -541979.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -541993.625000 Penalty: 2556.902832
	Iteration 25Q: 3 clusters Score -541993.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -542011.187500 Penalty: 2556.902832
	Iteration 26Q: 3 clusters Score -542011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -542020.125000 Penalty: 2556.902832
	Iteration 27Q: 3 clusters Score -542020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -542025.687500 Penalty: 2556.902832
	Iteration 28Q: 3 clusters Score -542025.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -542027.750000 Penalty: 2556.902832
	Iteration 29Q: 3 clusters Score -542027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -542032.812500 Penalty: 2556.902832
	Iteration 30Q: 3 clusters Score -542032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -542038.062500 Penalty: 2556.902832
	Iteration 31Q: 3 clusters Score -542038.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -542044.437500 Penalty: 2556.902832
	Iteration 32Q: 3 clusters Score -542044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -542049.875000 Penalty: 2556.902832
	Iteration 33Q: 3 clusters Score -542049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -542057.062500 Penalty: 2556.902832
	Iteration 34Q: 3 clusters Score -542057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -542064.062500 Penalty: 2556.902832
	Iteration 35Q: 3 clusters Score -542064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -542072.062500 Penalty: 2556.902832
	Iteration 36Q: 3 clusters Score -542072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -542078.937500 Penalty: 2556.902832
	Iteration 37Q: 3 clusters Score -542078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -542084.812500 Penalty: 2556.902832
	Iteration 38Q: 3 clusters Score -542084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -542087.187500 Penalty: 2556.902832
	Iteration 39Q: 3 clusters Score -542087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -542090.000000 Penalty: 2556.902832
	Iteration 40F: 3 clusters Score -542090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -542092.312500 Penalty: 2556.902832
	Iteration 41Q: 3 clusters Score -542092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -542092.500000 Penalty: 2556.902832
	Iteration 42Q: 3 clusters Score -542092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -542092.500000 Penalty: 2556.902832
	Iteration 43F: 3 clusters Score -542092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1163931.500000 Penalty: 1368.747437
	Iteration 0F: 2 clusters Score -1163932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1157217.500000 Penalty: 2737.494873
	Iteration 0F: 3 clusters Score -1157218 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1159327.500000 Penalty: 2737.494873
	Iteration 1F: 3 clusters Score -1159328 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1159602.125000 Penalty: 2737.494873
	Iteration 2F: 3 clusters Score -1159602 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1159790.000000 Penalty: 2737.494873
	Iteration 3Q: 3 clusters Score -1159790 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1159933.875000 Penalty: 2737.494873
	Iteration 4Q: 3 clusters Score -1159934 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1160066.000000 Penalty: 2737.494873
	Iteration 5Q: 3 clusters Score -1160066 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1160185.750000 Penalty: 2737.494873
	Iteration 6Q: 3 clusters Score -1160186 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1160317.875000 Penalty: 2737.494873
	Iteration 7Q: 3 clusters Score -1160318 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1160465.000000 Penalty: 2737.494873
	Iteration 8Q: 3 clusters Score -1160465 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1160605.125000 Penalty: 2737.494873
	Iteration 9Q: 3 clusters Score -1160605 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1160755.000000 Penalty: 2737.494873
	Iteration 10Q: 3 clusters Score -1160755 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1160912.250000 Penalty: 2737.494873
	Iteration 11Q: 3 clusters Score -1160912 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1161085.875000 Penalty: 2737.494873
	Iteration 12Q: 3 clusters Score -1161086 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1161284.250000 Penalty: 2737.494873
	Iteration 13Q: 3 clusters Score -1161284 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1161503.750000 Penalty: 2737.494873
	Iteration 14Q: 3 clusters Score -1161504 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1161703.000000 Penalty: 2737.494873
	Iteration 15Q: 3 clusters Score -1161703 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1161905.500000 Penalty: 2737.494873
	Iteration 16Q: 3 clusters Score -1161906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1162071.375000 Penalty: 2737.494873
	Iteration 17Q: 3 clusters Score -1162071 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1162178.875000 Penalty: 2737.494873
	Iteration 18Q: 3 clusters Score -1162179 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1162272.875000 Penalty: 2737.494873
	Iteration 19Q: 3 clusters Score -1162273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1162348.625000 Penalty: 2737.494873
	Iteration 20F: 3 clusters Score -1162349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1162423.250000 Penalty: 2737.494873
	Iteration 21Q: 3 clusters Score -1162423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1162486.875000 Penalty: 2737.494873
	Iteration 22Q: 3 clusters Score -1162487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1162528.500000 Penalty: 2737.494873
	Iteration 23Q: 3 clusters Score -1162528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1162552.750000 Penalty: 2737.494873
	Iteration 24Q: 3 clusters Score -1162553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1162569.625000 Penalty: 2737.494873
	Iteration 25Q: 3 clusters Score -1162570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1162588.875000 Penalty: 2737.494873
	Iteration 26Q: 3 clusters Score -1162589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1162597.625000 Penalty: 2737.494873
	Iteration 27Q: 3 clusters Score -1162598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1162602.125000 Penalty: 2737.494873
	Iteration 28Q: 3 clusters Score -1162602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1162606.375000 Penalty: 2737.494873
	Iteration 29Q: 3 clusters Score -1162606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1162612.250000 Penalty: 2737.494873
	Iteration 30Q: 3 clusters Score -1162612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1162614.250000 Penalty: 2737.494873
	Iteration 31Q: 3 clusters Score -1162614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1162618.500000 Penalty: 2737.494873
	Iteration 32Q: 3 clusters Score -1162618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1162618.125000 Penalty: 2737.494873
	Iteration 33Q: 3 clusters Score -1162618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1162620.625000 Penalty: 2737.494873
	Iteration 34Q: 3 clusters Score -1162621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1162623.000000 Penalty: 2737.494873
	Iteration 35Q: 3 clusters Score -1162623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1162626.500000 Penalty: 2737.494873
	Iteration 36Q: 3 clusters Score -1162626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1162628.875000 Penalty: 2737.494873
	Iteration 37Q: 3 clusters Score -1162629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1162632.000000 Penalty: 2737.494873
	Iteration 38Q: 3 clusters Score -1162632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1162634.000000 Penalty: 2737.494873
	Iteration 39Q: 3 clusters Score -1162634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1162635.375000 Penalty: 2737.494873
	Iteration 40F: 3 clusters Score -1162635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1162635.250000 Penalty: 2737.494873
	Iteration 41Q: 3 clusters Score -1162635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1162635.250000 Penalty: 2737.494873
	Iteration 42F: 3 clusters Score -1162635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1187836.625000 Penalty: 1384.937622
	Iteration 0F: 2 clusters Score -1187837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1180480.125000 Penalty: 2769.875244
	Iteration 0F: 3 clusters Score -1180480 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1182885.000000 Penalty: 2769.875244
	Iteration 1F: 3 clusters Score -1182885 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1183280.625000 Penalty: 2769.875244
	Iteration 2F: 3 clusters Score -1183281 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1183668.125000 Penalty: 2769.875244
	Iteration 3F: 3 clusters Score -1183668 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1184078.250000 Penalty: 2769.875244
	Iteration 4F: 3 clusters Score -1184078 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1184498.500000 Penalty: 2769.875244
	Iteration 5F: 3 clusters Score -1184498 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1184857.250000 Penalty: 2769.875244
	Iteration 6F: 3 clusters Score -1184857 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1185178.875000 Penalty: 2769.875244
	Iteration 7Q: 3 clusters Score -1185179 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1185438.750000 Penalty: 2769.875244
	Iteration 8Q: 3 clusters Score -1185439 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1185664.125000 Penalty: 2769.875244
	Iteration 9Q: 3 clusters Score -1185664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1185868.375000 Penalty: 2769.875244
	Iteration 10Q: 3 clusters Score -1185868 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1186054.000000 Penalty: 2769.875244
	Iteration 11Q: 3 clusters Score -1186054 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1186222.625000 Penalty: 2769.875244
	Iteration 12Q: 3 clusters Score -1186223 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1186372.250000 Penalty: 2769.875244
	Iteration 13Q: 3 clusters Score -1186372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1186481.875000 Penalty: 2769.875244
	Iteration 14Q: 3 clusters Score -1186482 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1186581.875000 Penalty: 2769.875244
	Iteration 15Q: 3 clusters Score -1186582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1186654.125000 Penalty: 2769.875244
	Iteration 16Q: 3 clusters Score -1186654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1186707.000000 Penalty: 2769.875244
	Iteration 17Q: 3 clusters Score -1186707 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1186756.875000 Penalty: 2769.875244
	Iteration 18Q: 3 clusters Score -1186757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1186794.375000 Penalty: 2769.875244
	Iteration 19Q: 3 clusters Score -1186794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1186813.250000 Penalty: 2769.875244
	Iteration 20F: 3 clusters Score -1186813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1186829.000000 Penalty: 2769.875244
	Iteration 21Q: 3 clusters Score -1186829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1186842.875000 Penalty: 2769.875244
	Iteration 22Q: 3 clusters Score -1186843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1186861.500000 Penalty: 2769.875244
	Iteration 23Q: 3 clusters Score -1186862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1186877.750000 Penalty: 2769.875244
	Iteration 24Q: 3 clusters Score -1186878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1186884.250000 Penalty: 2769.875244
	Iteration 25Q: 3 clusters Score -1186884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1186890.500000 Penalty: 2769.875244
	Iteration 26Q: 3 clusters Score -1186890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1186894.875000 Penalty: 2769.875244
	Iteration 27Q: 3 clusters Score -1186895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1186899.250000 Penalty: 2769.875244
	Iteration 28Q: 3 clusters Score -1186899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1186908.750000 Penalty: 2769.875244
	Iteration 29Q: 3 clusters Score -1186909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1186909.625000 Penalty: 2769.875244
	Iteration 30Q: 3 clusters Score -1186910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1186914.625000 Penalty: 2769.875244
	Iteration 31Q: 3 clusters Score -1186915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1186914.375000 Penalty: 2769.875244
	Iteration 32Q: 3 clusters Score -1186914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1186919.875000 Penalty: 2769.875244
	Iteration 33Q: 3 clusters Score -1186920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1186925.500000 Penalty: 2769.875244
	Iteration 34Q: 3 clusters Score -1186926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1186929.000000 Penalty: 2769.875244
	Iteration 35Q: 3 clusters Score -1186929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1186931.500000 Penalty: 2769.875244
	Iteration 36Q: 3 clusters Score -1186932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1186941.500000 Penalty: 2769.875244
	Iteration 37Q: 3 clusters Score -1186942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1186947.875000 Penalty: 2769.875244
	Iteration 38Q: 3 clusters Score -1186948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1186948.875000 Penalty: 2769.875244
	Iteration 39Q: 3 clusters Score -1186949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1186954.375000 Penalty: 2769.875244
	Iteration 40F: 3 clusters Score -1186954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1186957.875000 Penalty: 2769.875244
	Iteration 41Q: 3 clusters Score -1186958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1186966.375000 Penalty: 2769.875244
	Iteration 42Q: 3 clusters Score -1186966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1186974.000000 Penalty: 2769.875244
	Iteration 43Q: 3 clusters Score -1186974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1186971.125000 Penalty: 2769.875244
	Iteration 44Q: 3 clusters Score -1186971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1186975.875000 Penalty: 2769.875244
	Iteration 45Q: 3 clusters Score -1186976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1186981.750000 Penalty: 2769.875244
	Iteration 46Q: 3 clusters Score -1186982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1186980.125000 Penalty: 2769.875244
	Iteration 47Q: 3 clusters Score -1186980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1186982.625000 Penalty: 2769.875244
	Iteration 48Q: 3 clusters Score -1186983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1186988.375000 Penalty: 2769.875244
	Iteration 49Q: 3 clusters Score -1186988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1186987.875000 Penalty: 2769.875244
	Iteration 50Q: 3 clusters Score -1186988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1186988.375000 Penalty: 2769.875244
	Iteration 51Q: 3 clusters Score -1186988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1186991.500000 Penalty: 2769.875244
	Iteration 52Q: 3 clusters Score -1186992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1186993.000000 Penalty: 2769.875244
	Iteration 53Q: 3 clusters Score -1186993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1186993.375000 Penalty: 2769.875244
	Iteration 54Q: 3 clusters Score -1186993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1186996.000000 Penalty: 2769.875244
	Iteration 55Q: 3 clusters Score -1186996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1186999.250000 Penalty: 2769.875244
	Iteration 56Q: 3 clusters Score -1186999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1186998.750000 Penalty: 2769.875244
	Iteration 57Q: 3 clusters Score -1186999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1187000.750000 Penalty: 2769.875244
	Iteration 58Q: 3 clusters Score -1187001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1187000.125000 Penalty: 2769.875244
	Iteration 59Q: 3 clusters Score -1187000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1187001.000000 Penalty: 2769.875244
	Iteration 60F: 3 clusters Score -1187001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1187000.750000 Penalty: 2769.875244
	Iteration 61Q: 3 clusters Score -1187001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1187002.125000 Penalty: 2769.875244
	Iteration 62Q: 3 clusters Score -1187002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1187003.125000 Penalty: 2769.875244
	Iteration 63Q: 3 clusters Score -1187003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1187004.750000 Penalty: 2769.875244
	Iteration 64Q: 3 clusters Score -1187005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1187003.375000 Penalty: 2769.875244
	Iteration 65Q: 3 clusters Score -1187003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1187005.625000 Penalty: 2769.875244
	Iteration 66Q: 3 clusters Score -1187006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1187005.625000 Penalty: 2769.875244
	Iteration 67F: 3 clusters Score -1187006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Entering Unmasked Estep 
Score: -13199682.000000 Penalty: 1733.040039
	Iteration 0F: 2 clusters Score -1.319968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -13130261.000000 Penalty: 3466.080078
	Iteration 0F: 3 clusters Score -1.313026e+07 nChanged 54512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -13162729.000000 Penalty: 3466.080078
	Iteration 1F: 3 clusters Score -1.316273e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -13164080.000000 Penalty: 3466.080078
	Iteration 2Q: 3 clusters Score -1.316408e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -13165748.000000 Penalty: 3466.080078
	Iteration 3Q: 3 clusters Score -1.316575e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -13167879.000000 Penalty: 3466.080078
	Iteration 4Q: 3 clusters Score -1.316788e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -13170186.000000 Penalty: 3466.080078
	Iteration 5Q: 3 clusters Score -1.317019e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -13172977.000000 Penalty: 3466.080078
	Iteration 6F: 3 clusters Score -1.317298e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -13175735.000000 Penalty: 3466.080078
	Iteration 7F: 3 clusters Score -1.317574e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -13178570.000000 Penalty: 3466.080078
	Iteration 8Q: 3 clusters Score -1.317857e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -13181485.000000 Penalty: 3466.080078
	Iteration 9Q: 3 clusters Score -1.318148e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -13184440.000000 Penalty: 3466.080078
	Iteration 10Q: 3 clusters Score -1.318444e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -13186514.000000 Penalty: 3466.080078
	Iteration 11Q: 3 clusters Score -1.318651e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -13187802.000000 Penalty: 3466.080078
	Iteration 12Q: 3 clusters Score -1.31878e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -13188406.000000 Penalty: 3466.080078
	Iteration 13Q: 3 clusters Score -1.318841e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -13188705.000000 Penalty: 3466.080078
	Iteration 14Q: 3 clusters Score -1.31887e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -13189071.000000 Penalty: 3466.080078
	Iteration 15Q: 3 clusters Score -1.318907e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -13189460.000000 Penalty: 3466.080078
	Iteration 16Q: 3 clusters Score -1.318946e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -13189807.000000 Penalty: 3466.080078
	Iteration 17Q: 3 clusters Score -1.318981e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -13190108.000000 Penalty: 3466.080078
	Iteration 18Q: 3 clusters Score -1.319011e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -13190414.000000 Penalty: 3466.080078
	Iteration 19Q: 3 clusters Score -1.319041e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -13190823.000000 Penalty: 3466.080078
	Iteration 20F: 3 clusters Score -1.319082e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -13191165.000000 Penalty: 3466.080078
	Iteration 21Q: 3 clusters Score -1.319116e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -13191497.000000 Penalty: 3466.080078
	Iteration 22Q: 3 clusters Score -1.31915e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -13191791.000000 Penalty: 3466.080078
	Iteration 23Q: 3 clusters Score -1.319179e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -13192057.000000 Penalty: 3466.080078
	Iteration 24Q: 3 clusters Score -1.319206e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -13192404.000000 Penalty: 3466.080078
	Iteration 25Q: 3 clusters Score -1.31924e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -13192657.000000 Penalty: 3466.080078
	Iteration 26Q: 3 clusters Score -1.319266e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -13192901.000000 Penalty: 3466.080078
	Iteration 27Q: 3 clusters Score -1.31929e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -13193275.000000 Penalty: 3466.080078
	Iteration 28Q: 3 clusters Score -1.319328e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -13193662.000000 Penalty: 3466.080078
	Iteration 29Q: 3 clusters Score -1.319366e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -13193956.000000 Penalty: 3466.080078
	Iteration 30Q: 3 clusters Score -1.319396e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -13194334.000000 Penalty: 3466.080078
	Iteration 31Q: 3 clusters Score -1.319433e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -13194739.000000 Penalty: 3466.080078
	Iteration 32Q: 3 clusters Score -1.319474e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -13195113.000000 Penalty: 3466.080078
	Iteration 33Q: 3 clusters Score -1.319511e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -13195608.000000 Penalty: 3466.080078
	Iteration 34Q: 3 clusters Score -1.319561e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -13196099.000000 Penalty: 3466.080078
	Iteration 35Q: 3 clusters Score -1.31961e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -13196519.000000 Penalty: 3466.080078
	Iteration 36Q: 3 clusters Score -1.319652e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -13196958.000000 Penalty: 3466.080078
	Iteration 37Q: 3 clusters Score -1.319696e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -13197347.000000 Penalty: 3466.080078
	Iteration 38Q: 3 clusters Score -1.319735e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -13197701.000000 Penalty: 3466.080078
	Iteration 39Q: 3 clusters Score -1.31977e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -13197989.000000 Penalty: 3466.080078
	Iteration 40F: 3 clusters Score -1.319799e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -13198266.000000 Penalty: 3466.080078
	Iteration 41Q: 3 clusters Score -1.319827e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -13198567.000000 Penalty: 3466.080078
	Iteration 42Q: 3 clusters Score -1.319857e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -13198757.000000 Penalty: 3466.080078
	Iteration 43Q: 3 clusters Score -1.319876e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -13198877.000000 Penalty: 3466.080078
	Iteration 44Q: 3 clusters Score -1.319888e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -13199034.000000 Penalty: 3466.080078
	Iteration 45Q: 3 clusters Score -1.319903e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -13199129.000000 Penalty: 3466.080078
	Iteration 46Q: 3 clusters Score -1.319913e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -13199182.000000 Penalty: 3466.080078
	Iteration 47Q: 3 clusters Score -1.319918e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -13199283.000000 Penalty: 3466.080078
	Iteration 48Q: 3 clusters Score -1.319928e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -13199315.000000 Penalty: 3466.080078
	Iteration 49Q: 3 clusters Score -1.319932e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -13199331.000000 Penalty: 3466.080078
	Iteration 50Q: 3 clusters Score -1.319933e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -13199335.000000 Penalty: 3466.080078
	Iteration 51Q: 3 clusters Score -1.319934e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -13199362.000000 Penalty: 3466.080078
	Iteration 52Q: 3 clusters Score -1.319936e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -13199418.000000 Penalty: 3466.080078
	Iteration 53Q: 3 clusters Score -1.319942e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -13199457.000000 Penalty: 3466.080078
	Iteration 54Q: 3 clusters Score -1.319946e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -13199472.000000 Penalty: 3466.080078
	Iteration 55Q: 3 clusters Score -1.319947e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -13199469.000000 Penalty: 3466.080078
	Iteration 56Q: 3 clusters Score -1.319947e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -13199489.000000 Penalty: 3466.080078
	Iteration 57Q: 3 clusters Score -1.319949e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -13199495.000000 Penalty: 3466.080078
	Iteration 58Q: 3 clusters Score -1.31995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -13199477.000000 Penalty: 3466.080078
	Iteration 59Q: 3 clusters Score -1.319948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -13199501.000000 Penalty: 3466.080078
	Iteration 60F: 3 clusters Score -1.31995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -13199513.000000 Penalty: 3466.080078
	Iteration 61Q: 3 clusters Score -1.319951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -13199501.000000 Penalty: 3466.080078
	Iteration 62Q: 3 clusters Score -1.31995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -13199498.000000 Penalty: 3466.080078
	Iteration 63Q: 3 clusters Score -1.31995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -13199500.000000 Penalty: 3466.080078
	Iteration 64Q: 3 clusters Score -1.31995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -13199507.000000 Penalty: 3466.080078
	Iteration 65Q: 3 clusters Score -1.319951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -13199489.000000 Penalty: 3466.080078
	Iteration 66Q: 3 clusters Score -1.319949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -13199490.000000 Penalty: 3466.080078
	Iteration 67Q: 3 clusters Score -1.319949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -13199510.000000 Penalty: 3466.080078
	Iteration 68Q: 3 clusters Score -1.319951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -13199493.000000 Penalty: 3466.080078
	Iteration 69Q: 3 clusters Score -1.319949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -13199484.000000 Penalty: 3466.080078
	Iteration 70Q: 3 clusters Score -1.319948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -13199484.000000 Penalty: 3466.080078
	Iteration 71Q: 3 clusters Score -1.319948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -13199491.000000 Penalty: 3466.080078
	Iteration 72Q: 3 clusters Score -1.319949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -13199484.000000 Penalty: 3466.080078
	Iteration 73Q: 3 clusters Score -1.319948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -13199486.000000 Penalty: 3466.080078
	Iteration 74Q: 3 clusters Score -1.319949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -13199487.000000 Penalty: 3466.080078
	Iteration 75Q: 3 clusters Score -1.319949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -13199477.000000 Penalty: 3466.080078
	Iteration 76Q: 3 clusters Score -1.319948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -13199486.000000 Penalty: 3466.080078
	Iteration 77Q: 3 clusters Score -1.319949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -13199477.000000 Penalty: 3466.080078
	Iteration 78Q: 3 clusters Score -1.319948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -13199495.000000 Penalty: 3466.080078
	Iteration 79Q: 3 clusters Score -1.31995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -13199499.000000 Penalty: 3466.080078
	Iteration 80F: 3 clusters Score -1.31995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -13199500.000000 Penalty: 3466.080078
	Iteration 81Q: 3 clusters Score -1.31995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -13199494.000000 Penalty: 3466.080078
	Iteration 82Q: 3 clusters Score -1.319949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -13199501.000000 Penalty: 3466.080078
	Iteration 83Q: 3 clusters Score -1.31995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -13199494.000000 Penalty: 3466.080078
	Iteration 84Q: 3 clusters Score -1.319949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -13199492.000000 Penalty: 3466.080078
	Iteration 85Q: 3 clusters Score -1.319949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -13199492.000000 Penalty: 3466.080078
	Iteration 86F: 3 clusters Score -1.319949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -711529.937500 Penalty: 1302.619141
	Iteration 0F: 2 clusters Score -711529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -707104.125000 Penalty: 2605.238281
	Iteration 0F: 3 clusters Score -707104.1 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -708440.062500 Penalty: 2605.238281
	Iteration 1F: 3 clusters Score -708440.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -708767.062500 Penalty: 2605.238281
	Iteration 2F: 3 clusters Score -708767.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -709013.750000 Penalty: 2605.238281
	Iteration 3F: 3 clusters Score -709013.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -709206.937500 Penalty: 2605.238281
	Iteration 4F: 3 clusters Score -709206.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -709362.312500 Penalty: 2605.238281
	Iteration 5Q: 3 clusters Score -709362.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -709512.187500 Penalty: 2605.238281
	Iteration 6Q: 3 clusters Score -709512.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -709660.500000 Penalty: 2605.238281
	Iteration 7Q: 3 clusters Score -709660.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -709818.375000 Penalty: 2605.238281
	Iteration 8Q: 3 clusters Score -709818.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -709943.500000 Penalty: 2605.238281
	Iteration 9Q: 3 clusters Score -709943.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -710048.250000 Penalty: 2605.238281
	Iteration 10Q: 3 clusters Score -710048.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -710151.187500 Penalty: 2605.238281
	Iteration 11Q: 3 clusters Score -710151.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -710246.750000 Penalty: 2605.238281
	Iteration 12Q: 3 clusters Score -710246.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -710325.312500 Penalty: 2605.238281
	Iteration 13Q: 3 clusters Score -710325.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -710392.250000 Penalty: 2605.238281
	Iteration 14Q: 3 clusters Score -710392.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -710446.562500 Penalty: 2605.238281
	Iteration 15Q: 3 clusters Score -710446.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -710493.187500 Penalty: 2605.238281
	Iteration 16Q: 3 clusters Score -710493.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -710530.812500 Penalty: 2605.238281
	Iteration 17Q: 3 clusters Score -710530.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -710561.187500 Penalty: 2605.238281
	Iteration 18Q: 3 clusters Score -710561.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -710590.375000 Penalty: 2605.238281
	Iteration 19Q: 3 clusters Score -710590.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -710605.250000 Penalty: 2605.238281
	Iteration 20F: 3 clusters Score -710605.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -710616.937500 Penalty: 2605.238281
	Iteration 21Q: 3 clusters Score -710616.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -710625.687500 Penalty: 2605.238281
	Iteration 22Q: 3 clusters Score -710625.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -710633.500000 Penalty: 2605.238281
	Iteration 23Q: 3 clusters Score -710633.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -710642.375000 Penalty: 2605.238281
	Iteration 24Q: 3 clusters Score -710642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -710645.312500 Penalty: 2605.238281
	Iteration 25Q: 3 clusters Score -710645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -710646.500000 Penalty: 2605.238281
	Iteration 26Q: 3 clusters Score -710646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -710647.375000 Penalty: 2605.238281
	Iteration 27Q: 3 clusters Score -710647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -710648.312500 Penalty: 2605.238281
	Iteration 28Q: 3 clusters Score -710648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -710648.250000 Penalty: 2605.238281
	Iteration 29Q: 3 clusters Score -710648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -710648.312500 Penalty: 2605.238281
	Iteration 30Q: 3 clusters Score -710648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -710648.312500 Penalty: 2605.238281
	Iteration 31F: 3 clusters Score -710648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25463.216797 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25463.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25654.216797 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25654.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25712.380859 Penalty: 1755.809570
	Iteration 2F: 3 clusters Score -25712.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25736.212891 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25736.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25748.669922 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25748.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25757.259766 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25757.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25772.001953 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25782.675781 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -25782.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25785.402344 Penalty: 1755.809570
	Iteration 8Q: 3 clusters Score -25785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25785.402344 Penalty: 1755.809570
	Iteration 9F: 3 clusters Score -25785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -514911.093750 Penalty: 1253.357666
	Iteration 0F: 2 clusters Score -514911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -511513.843750 Penalty: 2506.715332
	Iteration 0F: 3 clusters Score -511513.8 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -512484.312500 Penalty: 2506.715332
	Iteration 1F: 3 clusters Score -512484.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -512652.375000 Penalty: 2506.715332
	Iteration 2F: 3 clusters Score -512652.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -512770.312500 Penalty: 2506.715332
	Iteration 3Q: 3 clusters Score -512770.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -512866.812500 Penalty: 2506.715332
	Iteration 4Q: 3 clusters Score -512866.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -512936.593750 Penalty: 2506.715332
	Iteration 5Q: 3 clusters Score -512936.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -512988.156250 Penalty: 2506.715332
	Iteration 6Q: 3 clusters Score -512988.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -513021.656250 Penalty: 2506.715332
	Iteration 7Q: 3 clusters Score -513021.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -513047.906250 Penalty: 2506.715332
	Iteration 8Q: 3 clusters Score -513047.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -513068.031250 Penalty: 2506.715332
	Iteration 9Q: 3 clusters Score -513068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -513082.468750 Penalty: 2506.715332
	Iteration 10Q: 3 clusters Score -513082.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -513093.625000 Penalty: 2506.715332
	Iteration 11Q: 3 clusters Score -513093.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -513105.968750 Penalty: 2506.715332
	Iteration 12Q: 3 clusters Score -513106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -513116.281250 Penalty: 2506.715332
	Iteration 13Q: 3 clusters Score -513116.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -513125.000000 Penalty: 2506.715332
	Iteration 14Q: 3 clusters Score -513125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -513135.218750 Penalty: 2506.715332
	Iteration 15Q: 3 clusters Score -513135.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -513145.906250 Penalty: 2506.715332
	Iteration 16Q: 3 clusters Score -513145.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -513162.375000 Penalty: 2506.715332
	Iteration 17Q: 3 clusters Score -513162.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -513181.875000 Penalty: 2506.715332
	Iteration 18Q: 3 clusters Score -513181.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -513197.937500 Penalty: 2506.715332
	Iteration 19Q: 3 clusters Score -513197.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -513214.062500 Penalty: 2506.715332
	Iteration 20F: 3 clusters Score -513214.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -513225.625000 Penalty: 2506.715332
	Iteration 21Q: 3 clusters Score -513225.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -513236.750000 Penalty: 2506.715332
	Iteration 22Q: 3 clusters Score -513236.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -513244.687500 Penalty: 2506.715332
	Iteration 23Q: 3 clusters Score -513244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -513252.406250 Penalty: 2506.715332
	Iteration 24Q: 3 clusters Score -513252.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -513259.875000 Penalty: 2506.715332
	Iteration 25Q: 3 clusters Score -513259.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -513267.531250 Penalty: 2506.715332
	Iteration 26Q: 3 clusters Score -513267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -513274.343750 Penalty: 2506.715332
	Iteration 27Q: 3 clusters Score -513274.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -513280.031250 Penalty: 2506.715332
	Iteration 28Q: 3 clusters Score -513280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -513285.812500 Penalty: 2506.715332
	Iteration 29Q: 3 clusters Score -513285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -513289.343750 Penalty: 2506.715332
	Iteration 30Q: 3 clusters Score -513289.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -513290.906250 Penalty: 2506.715332
	Iteration 31Q: 3 clusters Score -513290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -513292.531250 Penalty: 2506.715332
	Iteration 32Q: 3 clusters Score -513292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -513294.906250 Penalty: 2506.715332
	Iteration 33Q: 3 clusters Score -513294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -513296.968750 Penalty: 2506.715332
	Iteration 34Q: 3 clusters Score -513297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -513299.187500 Penalty: 2506.715332
	Iteration 35Q: 3 clusters Score -513299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -513301.718750 Penalty: 2506.715332
	Iteration 36Q: 3 clusters Score -513301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -513303.343750 Penalty: 2506.715332
	Iteration 37Q: 3 clusters Score -513303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -513304.812500 Penalty: 2506.715332
	Iteration 38Q: 3 clusters Score -513304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -513305.687500 Penalty: 2506.715332
	Iteration 39Q: 3 clusters Score -513305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -513308.468750 Penalty: 2506.715332
	Iteration 40F: 3 clusters Score -513308.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -513314.000000 Penalty: 2506.715332
	Iteration 41Q: 3 clusters Score -513314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -513320.718750 Penalty: 2506.715332
	Iteration 42Q: 3 clusters Score -513320.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -513322.906250 Penalty: 2506.715332
	Iteration 43Q: 3 clusters Score -513322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -513327.437500 Penalty: 2506.715332
	Iteration 44Q: 3 clusters Score -513327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -513333.343750 Penalty: 2506.715332
	Iteration 45Q: 3 clusters Score -513333.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -513341.718750 Penalty: 2506.715332
	Iteration 46Q: 3 clusters Score -513341.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -513349.812500 Penalty: 2506.715332
	Iteration 47Q: 3 clusters Score -513349.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -513355.812500 Penalty: 2506.715332
	Iteration 48Q: 3 clusters Score -513355.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -513362.187500 Penalty: 2506.715332
	Iteration 49Q: 3 clusters Score -513362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -513367.906250 Penalty: 2506.715332
	Iteration 50Q: 3 clusters Score -513367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -513373.812500 Penalty: 2506.715332
	Iteration 51Q: 3 clusters Score -513373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -513380.437500 Penalty: 2506.715332
	Iteration 52Q: 3 clusters Score -513380.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -513385.187500 Penalty: 2506.715332
	Iteration 53Q: 3 clusters Score -513385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -513391.500000 Penalty: 2506.715332
	Iteration 54Q: 3 clusters Score -513391.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -513401.093750 Penalty: 2506.715332
	Iteration 55Q: 3 clusters Score -513401.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -513412.875000 Penalty: 2506.715332
	Iteration 56Q: 3 clusters Score -513412.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -513423.437500 Penalty: 2506.715332
	Iteration 57Q: 3 clusters Score -513423.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -513438.781250 Penalty: 2506.715332
	Iteration 58Q: 3 clusters Score -513438.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -513447.718750 Penalty: 2506.715332
	Iteration 59Q: 3 clusters Score -513447.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -513455.468750 Penalty: 2506.715332
	Iteration 60F: 3 clusters Score -513455.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -513467.812500 Penalty: 2506.715332
	Iteration 61Q: 3 clusters Score -513467.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -513480.843750 Penalty: 2506.715332
	Iteration 62Q: 3 clusters Score -513480.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -513494.468750 Penalty: 2506.715332
	Iteration 63Q: 3 clusters Score -513494.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -513510.750000 Penalty: 2506.715332
	Iteration 64Q: 3 clusters Score -513510.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -513527.843750 Penalty: 2506.715332
	Iteration 65Q: 3 clusters Score -513527.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -513549.437500 Penalty: 2506.715332
	Iteration 66Q: 3 clusters Score -513549.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -513565.687500 Penalty: 2506.715332
	Iteration 67Q: 3 clusters Score -513565.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -513583.843750 Penalty: 2506.715332
	Iteration 68Q: 3 clusters Score -513583.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -513604.906250 Penalty: 2506.715332
	Iteration 69Q: 3 clusters Score -513604.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -513628.937500 Penalty: 2506.715332
	Iteration 70Q: 3 clusters Score -513628.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -513656.468750 Penalty: 2506.715332
	Iteration 71Q: 3 clusters Score -513656.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -513684.906250 Penalty: 2506.715332
	Iteration 72Q: 3 clusters Score -513684.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -513724.156250 Penalty: 2506.715332
	Iteration 73Q: 3 clusters Score -513724.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -513755.406250 Penalty: 2506.715332
	Iteration 74Q: 3 clusters Score -513755.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -513777.781250 Penalty: 2506.715332
	Iteration 75Q: 3 clusters Score -513777.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -513802.343750 Penalty: 2506.715332
	Iteration 76Q: 3 clusters Score -513802.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -513828.968750 Penalty: 2506.715332
	Iteration 77Q: 3 clusters Score -513829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -513850.906250 Penalty: 2506.715332
	Iteration 78Q: 3 clusters Score -513850.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -513872.187500 Penalty: 2506.715332
	Iteration 79Q: 3 clusters Score -513872.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -513891.843750 Penalty: 2506.715332
	Iteration 80F: 3 clusters Score -513891.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -513907.593750 Penalty: 2506.715332
	Iteration 81Q: 3 clusters Score -513907.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -513919.437500 Penalty: 2506.715332
	Iteration 82Q: 3 clusters Score -513919.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -513935.437500 Penalty: 2506.715332
	Iteration 83Q: 3 clusters Score -513935.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -513948.937500 Penalty: 2506.715332
	Iteration 84Q: 3 clusters Score -513948.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -513963.437500 Penalty: 2506.715332
	Iteration 85Q: 3 clusters Score -513963.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -513974.375000 Penalty: 2506.715332
	Iteration 86Q: 3 clusters Score -513974.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -513984.093750 Penalty: 2506.715332
	Iteration 87Q: 3 clusters Score -513984.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -513991.281250 Penalty: 2506.715332
	Iteration 88Q: 3 clusters Score -513991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -513996.468750 Penalty: 2506.715332
	Iteration 89Q: 3 clusters Score -513996.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -514001.437500 Penalty: 2506.715332
	Iteration 90Q: 3 clusters Score -514001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -514008.156250 Penalty: 2506.715332
	Iteration 91Q: 3 clusters Score -514008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -514012.750000 Penalty: 2506.715332
	Iteration 92Q: 3 clusters Score -514012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -514019.062500 Penalty: 2506.715332
	Iteration 93Q: 3 clusters Score -514019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -514024.312500 Penalty: 2506.715332
	Iteration 94Q: 3 clusters Score -514024.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -514028.750000 Penalty: 2506.715332
	Iteration 95Q: 3 clusters Score -514028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -514030.437500 Penalty: 2506.715332
	Iteration 96Q: 3 clusters Score -514030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -514032.437500 Penalty: 2506.715332
	Iteration 97Q: 3 clusters Score -514032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -514033.406250 Penalty: 2506.715332
	Iteration 98Q: 3 clusters Score -514033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -514035.718750 Penalty: 2506.715332
	Iteration 99Q: 3 clusters Score -514035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -514035.718750 Penalty: 2506.715332
	Iteration 100F: 3 clusters Score -514035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -432240.437500 Penalty: 1233.184204
	Iteration 0F: 2 clusters Score -432240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -429160.156250 Penalty: 2466.368408
	Iteration 0F: 3 clusters Score -429160.2 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -429996.718750 Penalty: 2466.368408
	Iteration 1F: 3 clusters Score -429996.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430178.531250 Penalty: 2466.368408
	Iteration 2F: 3 clusters Score -430178.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -430280.437500 Penalty: 2466.368408
	Iteration 3Q: 3 clusters Score -430280.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -430344.343750 Penalty: 2466.368408
	Iteration 4Q: 3 clusters Score -430344.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -430389.156250 Penalty: 2466.368408
	Iteration 5Q: 3 clusters Score -430389.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -430436.000000 Penalty: 2466.368408
	Iteration 6Q: 3 clusters Score -430436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -430474.843750 Penalty: 2466.368408
	Iteration 7Q: 3 clusters Score -430474.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -430508.718750 Penalty: 2466.368408
	Iteration 8Q: 3 clusters Score -430508.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -430541.875000 Penalty: 2466.368408
	Iteration 9Q: 3 clusters Score -430541.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -430566.656250 Penalty: 2466.368408
	Iteration 10Q: 3 clusters Score -430566.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430590.781250 Penalty: 2466.368408
	Iteration 11Q: 3 clusters Score -430590.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -430609.875000 Penalty: 2466.368408
	Iteration 12Q: 3 clusters Score -430609.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -430624.437500 Penalty: 2466.368408
	Iteration 13Q: 3 clusters Score -430624.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -430630.968750 Penalty: 2466.368408
	Iteration 14Q: 3 clusters Score -430631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -430636.718750 Penalty: 2466.368408
	Iteration 15Q: 3 clusters Score -430636.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -430646.031250 Penalty: 2466.368408
	Iteration 16Q: 3 clusters Score -430646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -430657.468750 Penalty: 2466.368408
	Iteration 17Q: 3 clusters Score -430657.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -430668.750000 Penalty: 2466.368408
	Iteration 18Q: 3 clusters Score -430668.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -430675.875000 Penalty: 2466.368408
	Iteration 19Q: 3 clusters Score -430675.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -430689.187500 Penalty: 2466.368408
	Iteration 20F: 3 clusters Score -430689.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -430708.937500 Penalty: 2466.368408
	Iteration 21Q: 3 clusters Score -430708.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -430727.500000 Penalty: 2466.368408
	Iteration 22Q: 3 clusters Score -430727.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -430744.656250 Penalty: 2466.368408
	Iteration 23Q: 3 clusters Score -430744.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -430757.562500 Penalty: 2466.368408
	Iteration 24Q: 3 clusters Score -430757.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -430770.250000 Penalty: 2466.368408
	Iteration 25Q: 3 clusters Score -430770.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -430785.406250 Penalty: 2466.368408
	Iteration 26Q: 3 clusters Score -430785.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -430795.500000 Penalty: 2466.368408
	Iteration 27Q: 3 clusters Score -430795.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -430805.250000 Penalty: 2466.368408
	Iteration 28Q: 3 clusters Score -430805.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -430815.531250 Penalty: 2466.368408
	Iteration 29Q: 3 clusters Score -430815.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -430831.656250 Penalty: 2466.368408
	Iteration 30Q: 3 clusters Score -430831.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430843.687500 Penalty: 2466.368408
	Iteration 31Q: 3 clusters Score -430843.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -430855.812500 Penalty: 2466.368408
	Iteration 32Q: 3 clusters Score -430855.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -430869.781250 Penalty: 2466.368408
	Iteration 33Q: 3 clusters Score -430869.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -430881.781250 Penalty: 2466.368408
	Iteration 34Q: 3 clusters Score -430881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -430896.906250 Penalty: 2466.368408
	Iteration 35Q: 3 clusters Score -430896.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -430909.656250 Penalty: 2466.368408
	Iteration 36Q: 3 clusters Score -430909.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -430924.468750 Penalty: 2466.368408
	Iteration 37Q: 3 clusters Score -430924.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -430937.687500 Penalty: 2466.368408
	Iteration 38Q: 3 clusters Score -430937.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -430949.406250 Penalty: 2466.368408
	Iteration 39Q: 3 clusters Score -430949.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -430958.937500 Penalty: 2466.368408
	Iteration 40F: 3 clusters Score -430958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -430965.843750 Penalty: 2466.368408
	Iteration 41Q: 3 clusters Score -430965.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -430972.781250 Penalty: 2466.368408
	Iteration 42Q: 3 clusters Score -430972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -430980.375000 Penalty: 2466.368408
	Iteration 43Q: 3 clusters Score -430980.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -430986.656250 Penalty: 2466.368408
	Iteration 44Q: 3 clusters Score -430986.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -430992.343750 Penalty: 2466.368408
	Iteration 45Q: 3 clusters Score -430992.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430995.593750 Penalty: 2466.368408
	Iteration 46Q: 3 clusters Score -430995.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -431000.906250 Penalty: 2466.368408
	Iteration 47Q: 3 clusters Score -431000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -431003.968750 Penalty: 2466.368408
	Iteration 48Q: 3 clusters Score -431004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -431007.687500 Penalty: 2466.368408
	Iteration 49Q: 3 clusters Score -431007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -431012.218750 Penalty: 2466.368408
	Iteration 50Q: 3 clusters Score -431012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -431014.406250 Penalty: 2466.368408
	Iteration 51Q: 3 clusters Score -431014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -431016.750000 Penalty: 2466.368408
	Iteration 52Q: 3 clusters Score -431016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -431018.375000 Penalty: 2466.368408
	Iteration 53Q: 3 clusters Score -431018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -431020.656250 Penalty: 2466.368408
	Iteration 54Q: 3 clusters Score -431020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -431022.000000 Penalty: 2466.368408
	Iteration 55Q: 3 clusters Score -431022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -431025.093750 Penalty: 2466.368408
	Iteration 56Q: 3 clusters Score -431025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -431028.468750 Penalty: 2466.368408
	Iteration 57Q: 3 clusters Score -431028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -431035.031250 Penalty: 2466.368408
	Iteration 58Q: 3 clusters Score -431035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -431040.468750 Penalty: 2466.368408
	Iteration 59Q: 3 clusters Score -431040.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -431048.312500 Penalty: 2466.368408
	Iteration 60F: 3 clusters Score -431048.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -431053.406250 Penalty: 2466.368408
	Iteration 61Q: 3 clusters Score -431053.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -431057.093750 Penalty: 2466.368408
	Iteration 62Q: 3 clusters Score -431057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -431060.687500 Penalty: 2466.368408
	Iteration 63Q: 3 clusters Score -431060.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -431064.937500 Penalty: 2466.368408
	Iteration 64Q: 3 clusters Score -431064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -431067.062500 Penalty: 2466.368408
	Iteration 65Q: 3 clusters Score -431067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -431068.343750 Penalty: 2466.368408
	Iteration 66Q: 3 clusters Score -431068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -431072.187500 Penalty: 2466.368408
	Iteration 67Q: 3 clusters Score -431072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -431075.281250 Penalty: 2466.368408
	Iteration 68Q: 3 clusters Score -431075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -431079.625000 Penalty: 2466.368408
	Iteration 69Q: 3 clusters Score -431079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -431083.375000 Penalty: 2466.368408
	Iteration 70Q: 3 clusters Score -431083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -431086.875000 Penalty: 2466.368408
	Iteration 71Q: 3 clusters Score -431086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -431091.625000 Penalty: 2466.368408
	Iteration 72Q: 3 clusters Score -431091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -431093.687500 Penalty: 2466.368408
	Iteration 73Q: 3 clusters Score -431093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -431098.531250 Penalty: 2466.368408
	Iteration 74Q: 3 clusters Score -431098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -431103.156250 Penalty: 2466.368408
	Iteration 75Q: 3 clusters Score -431103.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -431108.406250 Penalty: 2466.368408
	Iteration 76Q: 3 clusters Score -431108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -431113.343750 Penalty: 2466.368408
	Iteration 77Q: 3 clusters Score -431113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -431117.281250 Penalty: 2466.368408
	Iteration 78Q: 3 clusters Score -431117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -431123.187500 Penalty: 2466.368408
	Iteration 79Q: 3 clusters Score -431123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -431131.531250 Penalty: 2466.368408
	Iteration 80F: 3 clusters Score -431131.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -431135.625000 Penalty: 2466.368408
	Iteration 81Q: 3 clusters Score -431135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -431141.468750 Penalty: 2466.368408
	Iteration 82Q: 3 clusters Score -431141.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -431146.750000 Penalty: 2466.368408
	Iteration 83Q: 3 clusters Score -431146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -431154.875000 Penalty: 2466.368408
	Iteration 84Q: 3 clusters Score -431154.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -431164.625000 Penalty: 2466.368408
	Iteration 85Q: 3 clusters Score -431164.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -431173.062500 Penalty: 2466.368408
	Iteration 86Q: 3 clusters Score -431173.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -431185.656250 Penalty: 2466.368408
	Iteration 87Q: 3 clusters Score -431185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -431192.843750 Penalty: 2466.368408
	Iteration 88Q: 3 clusters Score -431192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -431202.937500 Penalty: 2466.368408
	Iteration 89Q: 3 clusters Score -431202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -431209.406250 Penalty: 2466.368408
	Iteration 90Q: 3 clusters Score -431209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -431213.343750 Penalty: 2466.368408
	Iteration 91Q: 3 clusters Score -431213.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -431220.687500 Penalty: 2466.368408
	Iteration 92Q: 3 clusters Score -431220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -431227.375000 Penalty: 2466.368408
	Iteration 93Q: 3 clusters Score -431227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -431234.375000 Penalty: 2466.368408
	Iteration 94Q: 3 clusters Score -431234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -431237.562500 Penalty: 2466.368408
	Iteration 95Q: 3 clusters Score -431237.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -431243.406250 Penalty: 2466.368408
	Iteration 96Q: 3 clusters Score -431243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -431250.687500 Penalty: 2466.368408
	Iteration 97Q: 3 clusters Score -431250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -431255.281250 Penalty: 2466.368408
	Iteration 98Q: 3 clusters Score -431255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -431259.718750 Penalty: 2466.368408
	Iteration 99Q: 3 clusters Score -431259.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -431262.500000 Penalty: 2466.368408
	Iteration 100F: 3 clusters Score -431262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -431265.062500 Penalty: 2466.368408
	Iteration 101Q: 3 clusters Score -431265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -431265.562500 Penalty: 2466.368408
	Iteration 102Q: 3 clusters Score -431265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -431265.562500 Penalty: 2466.368408
	Iteration 103F: 3 clusters Score -431265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -310026.062500 Penalty: 1201.739258
	Iteration 0F: 2 clusters Score -310026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307443.437500 Penalty: 2403.478516
	Iteration 0F: 3 clusters Score -307443.4 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -308213.531250 Penalty: 2403.478516
	Iteration 1F: 3 clusters Score -308213.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -308435.125000 Penalty: 2403.478516
	Iteration 2F: 3 clusters Score -308435.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -308576.156250 Penalty: 2403.478516
	Iteration 3F: 3 clusters Score -308576.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -308678.656250 Penalty: 2403.478516
	Iteration 4Q: 3 clusters Score -308678.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -308753.687500 Penalty: 2403.478516
	Iteration 5Q: 3 clusters Score -308753.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -308809.968750 Penalty: 2403.478516
	Iteration 6Q: 3 clusters Score -308810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -308851.343750 Penalty: 2403.478516
	Iteration 7Q: 3 clusters Score -308851.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -308881.875000 Penalty: 2403.478516
	Iteration 8Q: 3 clusters Score -308881.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -308908.250000 Penalty: 2403.478516
	Iteration 9Q: 3 clusters Score -308908.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -308932.218750 Penalty: 2403.478516
	Iteration 10Q: 3 clusters Score -308932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -308967.656250 Penalty: 2403.478516
	Iteration 11Q: 3 clusters Score -308967.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -309007.062500 Penalty: 2403.478516
	Iteration 12Q: 3 clusters Score -309007.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -309054.281250 Penalty: 2403.478516
	Iteration 13Q: 3 clusters Score -309054.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -309101.718750 Penalty: 2403.478516
	Iteration 14Q: 3 clusters Score -309101.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -309158.875000 Penalty: 2403.478516
	Iteration 15Q: 3 clusters Score -309158.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -309217.250000 Penalty: 2403.478516
	Iteration 16Q: 3 clusters Score -309217.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -309260.656250 Penalty: 2403.478516
	Iteration 17Q: 3 clusters Score -309260.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -309293.468750 Penalty: 2403.478516
	Iteration 18Q: 3 clusters Score -309293.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -309327.468750 Penalty: 2403.478516
	Iteration 19Q: 3 clusters Score -309327.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -309350.687500 Penalty: 2403.478516
	Iteration 20F: 3 clusters Score -309350.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -309370.187500 Penalty: 2403.478516
	Iteration 21Q: 3 clusters Score -309370.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -309389.281250 Penalty: 2403.478516
	Iteration 22Q: 3 clusters Score -309389.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -309409.593750 Penalty: 2403.478516
	Iteration 23Q: 3 clusters Score -309409.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -309424.062500 Penalty: 2403.478516
	Iteration 24Q: 3 clusters Score -309424.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -309438.281250 Penalty: 2403.478516
	Iteration 25Q: 3 clusters Score -309438.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -309455.031250 Penalty: 2403.478516
	Iteration 26Q: 3 clusters Score -309455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -309470.718750 Penalty: 2403.478516
	Iteration 27Q: 3 clusters Score -309470.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -309490.062500 Penalty: 2403.478516
	Iteration 28Q: 3 clusters Score -309490.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -309503.031250 Penalty: 2403.478516
	Iteration 29Q: 3 clusters Score -309503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -309509.781250 Penalty: 2403.478516
	Iteration 30Q: 3 clusters Score -309509.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -309516.187500 Penalty: 2403.478516
	Iteration 31Q: 3 clusters Score -309516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -309521.906250 Penalty: 2403.478516
	Iteration 32Q: 3 clusters Score -309521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -309524.000000 Penalty: 2403.478516
	Iteration 33Q: 3 clusters Score -309524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -309525.375000 Penalty: 2403.478516
	Iteration 34Q: 3 clusters Score -309525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -309526.656250 Penalty: 2403.478516
	Iteration 35Q: 3 clusters Score -309526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -309527.718750 Penalty: 2403.478516
	Iteration 36Q: 3 clusters Score -309527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -309528.187500 Penalty: 2403.478516
	Iteration 37Q: 3 clusters Score -309528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -309528.937500 Penalty: 2403.478516
	Iteration 38Q: 3 clusters Score -309528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -309528.937500 Penalty: 2403.478516
	Iteration 39F: 3 clusters Score -309528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -937447.187500 Penalty: 1337.573608
	Iteration 0F: 2 clusters Score -937447.2 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 4046 members 
Entering Unmasked Estep 
Score: -931939.250000 Penalty: 2675.147217
	Iteration 0F: 3 clusters Score -931939.2 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -933654.437500 Penalty: 2675.147217
	Iteration 1F: 3 clusters Score -933654.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -933873.875000 Penalty: 2675.147217
	Iteration 2F: 3 clusters Score -933873.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -934000.312500 Penalty: 2675.147217
	Iteration 3Q: 3 clusters Score -934000.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -934095.500000 Penalty: 2675.147217
	Iteration 4Q: 3 clusters Score -934095.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -934171.500000 Penalty: 2675.147217
	Iteration 5Q: 3 clusters Score -934171.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -934247.500000 Penalty: 2675.147217
	Iteration 6Q: 3 clusters Score -934247.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -934319.062500 Penalty: 2675.147217
	Iteration 7Q: 3 clusters Score -934319.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -934368.062500 Penalty: 2675.147217
	Iteration 8Q: 3 clusters Score -934368.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -934413.875000 Penalty: 2675.147217
	Iteration 9Q: 3 clusters Score -934413.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -934458.500000 Penalty: 2675.147217
	Iteration 10Q: 3 clusters Score -934458.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -934493.937500 Penalty: 2675.147217
	Iteration 11Q: 3 clusters Score -934493.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -934522.937500 Penalty: 2675.147217
	Iteration 12Q: 3 clusters Score -934522.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -934554.437500 Penalty: 2675.147217
	Iteration 13Q: 3 clusters Score -934554.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -934578.500000 Penalty: 2675.147217
	Iteration 14Q: 3 clusters Score -934578.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -934600.312500 Penalty: 2675.147217
	Iteration 15Q: 3 clusters Score -934600.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -934622.750000 Penalty: 2675.147217
	Iteration 16Q: 3 clusters Score -934622.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -934644.250000 Penalty: 2675.147217
	Iteration 17Q: 3 clusters Score -934644.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -934671.187500 Penalty: 2675.147217
	Iteration 18Q: 3 clusters Score -934671.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -934691.187500 Penalty: 2675.147217
	Iteration 19Q: 3 clusters Score -934691.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -934707.875000 Penalty: 2675.147217
	Iteration 20F: 3 clusters Score -934707.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -934722.250000 Penalty: 2675.147217
	Iteration 21Q: 3 clusters Score -934722.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -934742.250000 Penalty: 2675.147217
	Iteration 22Q: 3 clusters Score -934742.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -934754.437500 Penalty: 2675.147217
	Iteration 23Q: 3 clusters Score -934754.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -934766.812500 Penalty: 2675.147217
	Iteration 24Q: 3 clusters Score -934766.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -934774.000000 Penalty: 2675.147217
	Iteration 25Q: 3 clusters Score -934774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -934791.625000 Penalty: 2675.147217
	Iteration 26Q: 3 clusters Score -934791.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -934808.062500 Penalty: 2675.147217
	Iteration 27Q: 3 clusters Score -934808.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -934819.812500 Penalty: 2675.147217
	Iteration 28Q: 3 clusters Score -934819.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -934833.062500 Penalty: 2675.147217
	Iteration 29Q: 3 clusters Score -934833.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -934846.062500 Penalty: 2675.147217
	Iteration 30Q: 3 clusters Score -934846.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -934854.375000 Penalty: 2675.147217
	Iteration 31Q: 3 clusters Score -934854.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -934864.187500 Penalty: 2675.147217
	Iteration 32Q: 3 clusters Score -934864.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -934877.687500 Penalty: 2675.147217
	Iteration 33Q: 3 clusters Score -934877.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -934890.250000 Penalty: 2675.147217
	Iteration 34Q: 3 clusters Score -934890.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -934902.250000 Penalty: 2675.147217
	Iteration 35Q: 3 clusters Score -934902.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -934914.937500 Penalty: 2675.147217
	Iteration 36Q: 3 clusters Score -934914.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -934930.500000 Penalty: 2675.147217
	Iteration 37Q: 3 clusters Score -934930.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -934949.500000 Penalty: 2675.147217
	Iteration 38Q: 3 clusters Score -934949.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -934965.625000 Penalty: 2675.147217
	Iteration 39Q: 3 clusters Score -934965.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -934986.500000 Penalty: 2675.147217
	Iteration 40F: 3 clusters Score -934986.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -935003.437500 Penalty: 2675.147217
	Iteration 41Q: 3 clusters Score -935003.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -935015.437500 Penalty: 2675.147217
	Iteration 42Q: 3 clusters Score -935015.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -935038.062500 Penalty: 2675.147217
	Iteration 43Q: 3 clusters Score -935038.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -935064.812500 Penalty: 2675.147217
	Iteration 44Q: 3 clusters Score -935064.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -935091.625000 Penalty: 2675.147217
	Iteration 45Q: 3 clusters Score -935091.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -935118.187500 Penalty: 2675.147217
	Iteration 46Q: 3 clusters Score -935118.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -935147.375000 Penalty: 2675.147217
	Iteration 47Q: 3 clusters Score -935147.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -935168.312500 Penalty: 2675.147217
	Iteration 48Q: 3 clusters Score -935168.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -935186.937500 Penalty: 2675.147217
	Iteration 49Q: 3 clusters Score -935186.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -935212.062500 Penalty: 2675.147217
	Iteration 50Q: 3 clusters Score -935212.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -935246.875000 Penalty: 2675.147217
	Iteration 51Q: 3 clusters Score -935246.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -935289.312500 Penalty: 2675.147217
	Iteration 52Q: 3 clusters Score -935289.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -935333.875000 Penalty: 2675.147217
	Iteration 53Q: 3 clusters Score -935333.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -935374.437500 Penalty: 2675.147217
	Iteration 54Q: 3 clusters Score -935374.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -935415.187500 Penalty: 2675.147217
	Iteration 55Q: 3 clusters Score -935415.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -935459.937500 Penalty: 2675.147217
	Iteration 56Q: 3 clusters Score -935459.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -935504.187500 Penalty: 2675.147217
	Iteration 57Q: 3 clusters Score -935504.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -935564.875000 Penalty: 2675.147217
	Iteration 58Q: 3 clusters Score -935564.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -935609.687500 Penalty: 2675.147217
	Iteration 59Q: 3 clusters Score -935609.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -935646.375000 Penalty: 2675.147217
	Iteration 60F: 3 clusters Score -935646.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -935678.687500 Penalty: 2675.147217
	Iteration 61Q: 3 clusters Score -935678.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -935704.187500 Penalty: 2675.147217
	Iteration 62Q: 3 clusters Score -935704.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -935724.937500 Penalty: 2675.147217
	Iteration 63Q: 3 clusters Score -935724.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -935744.687500 Penalty: 2675.147217
	Iteration 64Q: 3 clusters Score -935744.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -935753.187500 Penalty: 2675.147217
	Iteration 65Q: 3 clusters Score -935753.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -935766.312500 Penalty: 2675.147217
	Iteration 66Q: 3 clusters Score -935766.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -935775.125000 Penalty: 2675.147217
	Iteration 67Q: 3 clusters Score -935775.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -935785.125000 Penalty: 2675.147217
	Iteration 68Q: 3 clusters Score -935785.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -935801.937500 Penalty: 2675.147217
	Iteration 69Q: 3 clusters Score -935801.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -935813.000000 Penalty: 2675.147217
	Iteration 70Q: 3 clusters Score -935813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -935823.562500 Penalty: 2675.147217
	Iteration 71Q: 3 clusters Score -935823.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -935834.937500 Penalty: 2675.147217
	Iteration 72Q: 3 clusters Score -935834.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -935843.812500 Penalty: 2675.147217
	Iteration 73Q: 3 clusters Score -935843.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -935850.875000 Penalty: 2675.147217
	Iteration 74Q: 3 clusters Score -935850.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -935854.437500 Penalty: 2675.147217
	Iteration 75Q: 3 clusters Score -935854.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -935859.437500 Penalty: 2675.147217
	Iteration 76Q: 3 clusters Score -935859.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -935866.375000 Penalty: 2675.147217
	Iteration 77Q: 3 clusters Score -935866.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -935876.125000 Penalty: 2675.147217
	Iteration 78Q: 3 clusters Score -935876.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -935882.562500 Penalty: 2675.147217
	Iteration 79Q: 3 clusters Score -935882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -935884.375000 Penalty: 2675.147217
	Iteration 80F: 3 clusters Score -935884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -935885.562500 Penalty: 2675.147217
	Iteration 81Q: 3 clusters Score -935885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -935890.812500 Penalty: 2675.147217
	Iteration 82Q: 3 clusters Score -935890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -935891.375000 Penalty: 2675.147217
	Iteration 83Q: 3 clusters Score -935891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -935893.562500 Penalty: 2675.147217
	Iteration 84Q: 3 clusters Score -935893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -935898.937500 Penalty: 2675.147217
	Iteration 85Q: 3 clusters Score -935898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -935900.875000 Penalty: 2675.147217
	Iteration 86Q: 3 clusters Score -935900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -935903.687500 Penalty: 2675.147217
	Iteration 87Q: 3 clusters Score -935903.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -935906.687500 Penalty: 2675.147217
	Iteration 88Q: 3 clusters Score -935906.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -935909.625000 Penalty: 2675.147217
	Iteration 89Q: 3 clusters Score -935909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -935913.187500 Penalty: 2675.147217
	Iteration 90Q: 3 clusters Score -935913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -935916.375000 Penalty: 2675.147217
	Iteration 91Q: 3 clusters Score -935916.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -935918.750000 Penalty: 2675.147217
	Iteration 92Q: 3 clusters Score -935918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -935922.312500 Penalty: 2675.147217
	Iteration 93Q: 3 clusters Score -935922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -935922.062500 Penalty: 2675.147217
	Iteration 94Q: 3 clusters Score -935922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -935922.875000 Penalty: 2675.147217
	Iteration 95Q: 3 clusters Score -935922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -935927.125000 Penalty: 2675.147217
	Iteration 96Q: 3 clusters Score -935927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -935932.000000 Penalty: 2675.147217
	Iteration 97Q: 3 clusters Score -935932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -935934.250000 Penalty: 2675.147217
	Iteration 98Q: 3 clusters Score -935934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -935938.437500 Penalty: 2675.147217
	Iteration 99Q: 3 clusters Score -935938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -935940.437500 Penalty: 2675.147217
	Iteration 100F: 3 clusters Score -935940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -935944.937500 Penalty: 2675.147217
	Iteration 101Q: 3 clusters Score -935944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -935947.437500 Penalty: 2675.147217
	Iteration 102Q: 3 clusters Score -935947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -935950.562500 Penalty: 2675.147217
	Iteration 103Q: 3 clusters Score -935950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -935953.437500 Penalty: 2675.147217
	Iteration 104Q: 3 clusters Score -935953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -935956.250000 Penalty: 2675.147217
	Iteration 105Q: 3 clusters Score -935956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -935964.312500 Penalty: 2675.147217
	Iteration 106Q: 3 clusters Score -935964.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -935967.187500 Penalty: 2675.147217
	Iteration 107Q: 3 clusters Score -935967.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -935973.687500 Penalty: 2675.147217
	Iteration 108Q: 3 clusters Score -935973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -935977.125000 Penalty: 2675.147217
	Iteration 109Q: 3 clusters Score -935977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -935979.750000 Penalty: 2675.147217
	Iteration 110Q: 3 clusters Score -935979.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -935984.937500 Penalty: 2675.147217
	Iteration 111Q: 3 clusters Score -935984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -935989.625000 Penalty: 2675.147217
	Iteration 112Q: 3 clusters Score -935989.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -935994.937500 Penalty: 2675.147217
	Iteration 113Q: 3 clusters Score -935994.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -936000.000000 Penalty: 2675.147217
	Iteration 114Q: 3 clusters Score -936000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -936005.812500 Penalty: 2675.147217
	Iteration 115Q: 3 clusters Score -936005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -936010.062500 Penalty: 2675.147217
	Iteration 116Q: 3 clusters Score -936010.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -936013.687500 Penalty: 2675.147217
	Iteration 117Q: 3 clusters Score -936013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -936012.687500 Penalty: 2675.147217
	Iteration 118Q: 3 clusters Score -936012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -936016.375000 Penalty: 2675.147217
	Iteration 119Q: 3 clusters Score -936016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -936019.062500 Penalty: 2675.147217
	Iteration 120F: 3 clusters Score -936019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -936020.937500 Penalty: 2675.147217
	Iteration 121Q: 3 clusters Score -936020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -936024.687500 Penalty: 2675.147217
	Iteration 122Q: 3 clusters Score -936024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -936025.250000 Penalty: 2675.147217
	Iteration 123Q: 3 clusters Score -936025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -936027.250000 Penalty: 2675.147217
	Iteration 124Q: 3 clusters Score -936027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -936028.000000 Penalty: 2675.147217
	Iteration 125Q: 3 clusters Score -936028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -936031.375000 Penalty: 2675.147217
	Iteration 126Q: 3 clusters Score -936031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -936031.812500 Penalty: 2675.147217
	Iteration 127Q: 3 clusters Score -936031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -936034.375000 Penalty: 2675.147217
	Iteration 128Q: 3 clusters Score -936034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -936036.937500 Penalty: 2675.147217
	Iteration 129Q: 3 clusters Score -936036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -936036.312500 Penalty: 2675.147217
	Iteration 130Q: 3 clusters Score -936036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -936035.562500 Penalty: 2675.147217
	Iteration 131Q: 3 clusters Score -936035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -936036.687500 Penalty: 2675.147217
	Iteration 132Q: 3 clusters Score -936036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -936041.937500 Penalty: 2675.147217
	Iteration 133Q: 3 clusters Score -936041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -936041.937500 Penalty: 2675.147217
	Iteration 134F: 3 clusters Score -936041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61208.937500 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61208.94 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61441.722656 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61441.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61510.437500 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61510.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61583.882812 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61583.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61628.218750 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61628.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61656.843750 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61656.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -61670.132812 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61670.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61679.367188 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61679.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61687.113281 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61687.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61694.199219 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61711.894531 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -61711.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61730.039062 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -61730.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61752.281250 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -61752.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61770.593750 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -61770.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61794.371094 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -61794.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61823.832031 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -61823.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61856.390625 Penalty: 1954.241699
	Iteration 16Q: 3 clusters Score -61856.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61875.207031 Penalty: 1954.241699
	Iteration 17Q: 3 clusters Score -61875.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61888.410156 Penalty: 1954.241699
	Iteration 18Q: 3 clusters Score -61888.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61900.414062 Penalty: 1954.241699
	Iteration 19Q: 3 clusters Score -61900.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61917.496094 Penalty: 1954.241699
	Iteration 20F: 3 clusters Score -61917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61919.105469 Penalty: 1954.241699
	Iteration 21Q: 3 clusters Score -61919.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61923.925781 Penalty: 1954.241699
	Iteration 22Q: 3 clusters Score -61923.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61931.117188 Penalty: 1954.241699
	Iteration 23Q: 3 clusters Score -61931.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61936.562500 Penalty: 1954.241699
	Iteration 24Q: 3 clusters Score -61936.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61942.917969 Penalty: 1954.241699
	Iteration 25Q: 3 clusters Score -61942.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61949.214844 Penalty: 1954.241699
	Iteration 26Q: 3 clusters Score -61949.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61949.214844 Penalty: 1954.241699
	Iteration 27F: 3 clusters Score -61949.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -997548.250000 Penalty: 1354.058472
	Iteration 0F: 2 clusters Score -997548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -991390.562500 Penalty: 2708.116943
	Iteration 0F: 3 clusters Score -991390.6 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -993384.625000 Penalty: 2708.116943
	Iteration 1F: 3 clusters Score -993384.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -993711.562500 Penalty: 2708.116943
	Iteration 2F: 3 clusters Score -993711.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -993969.125000 Penalty: 2708.116943
	Iteration 3F: 3 clusters Score -993969.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -994178.312500 Penalty: 2708.116943
	Iteration 4Q: 3 clusters Score -994178.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -994358.937500 Penalty: 2708.116943
	Iteration 5Q: 3 clusters Score -994358.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -994540.062500 Penalty: 2708.116943
	Iteration 6Q: 3 clusters Score -994540.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -994760.437500 Penalty: 2708.116943
	Iteration 7Q: 3 clusters Score -994760.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -994973.250000 Penalty: 2708.116943
	Iteration 8Q: 3 clusters Score -994973.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -995190.437500 Penalty: 2708.116943
	Iteration 9Q: 3 clusters Score -995190.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -995395.937500 Penalty: 2708.116943
	Iteration 10Q: 3 clusters Score -995395.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -995581.187500 Penalty: 2708.116943
	Iteration 11Q: 3 clusters Score -995581.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -995714.000000 Penalty: 2708.116943
	Iteration 12Q: 3 clusters Score -995714 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -995828.687500 Penalty: 2708.116943
	Iteration 13Q: 3 clusters Score -995828.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -995916.125000 Penalty: 2708.116943
	Iteration 14Q: 3 clusters Score -995916.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -996003.312500 Penalty: 2708.116943
	Iteration 15Q: 3 clusters Score -996003.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -996084.125000 Penalty: 2708.116943
	Iteration 16Q: 3 clusters Score -996084.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -996139.000000 Penalty: 2708.116943
	Iteration 17Q: 3 clusters Score -996139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -996183.625000 Penalty: 2708.116943
	Iteration 18Q: 3 clusters Score -996183.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -996218.500000 Penalty: 2708.116943
	Iteration 19Q: 3 clusters Score -996218.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -996243.625000 Penalty: 2708.116943
	Iteration 20F: 3 clusters Score -996243.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -996254.937500 Penalty: 2708.116943
	Iteration 21Q: 3 clusters Score -996254.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -996273.625000 Penalty: 2708.116943
	Iteration 22Q: 3 clusters Score -996273.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -996292.500000 Penalty: 2708.116943
	Iteration 23Q: 3 clusters Score -996292.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -996310.062500 Penalty: 2708.116943
	Iteration 24Q: 3 clusters Score -996310.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -996322.250000 Penalty: 2708.116943
	Iteration 25Q: 3 clusters Score -996322.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -996342.187500 Penalty: 2708.116943
	Iteration 26Q: 3 clusters Score -996342.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -996369.312500 Penalty: 2708.116943
	Iteration 27Q: 3 clusters Score -996369.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -996390.875000 Penalty: 2708.116943
	Iteration 28Q: 3 clusters Score -996390.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -996409.375000 Penalty: 2708.116943
	Iteration 29Q: 3 clusters Score -996409.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -996431.125000 Penalty: 2708.116943
	Iteration 30Q: 3 clusters Score -996431.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -996447.750000 Penalty: 2708.116943
	Iteration 31Q: 3 clusters Score -996447.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -996462.000000 Penalty: 2708.116943
	Iteration 32Q: 3 clusters Score -996462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -996478.375000 Penalty: 2708.116943
	Iteration 33Q: 3 clusters Score -996478.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -996496.937500 Penalty: 2708.116943
	Iteration 34Q: 3 clusters Score -996496.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -996517.812500 Penalty: 2708.116943
	Iteration 35Q: 3 clusters Score -996517.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -996533.812500 Penalty: 2708.116943
	Iteration 36Q: 3 clusters Score -996533.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -996554.125000 Penalty: 2708.116943
	Iteration 37Q: 3 clusters Score -996554.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -996574.875000 Penalty: 2708.116943
	Iteration 38Q: 3 clusters Score -996574.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -996604.875000 Penalty: 2708.116943
	Iteration 39Q: 3 clusters Score -996604.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -996645.562500 Penalty: 2708.116943
	Iteration 40F: 3 clusters Score -996645.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -996690.312500 Penalty: 2708.116943
	Iteration 41Q: 3 clusters Score -996690.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -996733.000000 Penalty: 2708.116943
	Iteration 42Q: 3 clusters Score -996733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -996768.062500 Penalty: 2708.116943
	Iteration 43Q: 3 clusters Score -996768.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -996795.500000 Penalty: 2708.116943
	Iteration 44Q: 3 clusters Score -996795.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -996822.250000 Penalty: 2708.116943
	Iteration 45Q: 3 clusters Score -996822.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -996838.812500 Penalty: 2708.116943
	Iteration 46Q: 3 clusters Score -996838.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -996857.250000 Penalty: 2708.116943
	Iteration 47Q: 3 clusters Score -996857.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -996873.937500 Penalty: 2708.116943
	Iteration 48Q: 3 clusters Score -996873.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -996886.125000 Penalty: 2708.116943
	Iteration 49Q: 3 clusters Score -996886.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -996891.187500 Penalty: 2708.116943
	Iteration 50Q: 3 clusters Score -996891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -996899.437500 Penalty: 2708.116943
	Iteration 51Q: 3 clusters Score -996899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -996906.625000 Penalty: 2708.116943
	Iteration 52Q: 3 clusters Score -996906.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -996914.125000 Penalty: 2708.116943
	Iteration 53Q: 3 clusters Score -996914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -996919.687500 Penalty: 2708.116943
	Iteration 54Q: 3 clusters Score -996919.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -996921.500000 Penalty: 2708.116943
	Iteration 55Q: 3 clusters Score -996921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -996923.875000 Penalty: 2708.116943
	Iteration 56Q: 3 clusters Score -996923.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -996924.875000 Penalty: 2708.116943
	Iteration 57Q: 3 clusters Score -996924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -996930.062500 Penalty: 2708.116943
	Iteration 58Q: 3 clusters Score -996930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -996932.937500 Penalty: 2708.116943
	Iteration 59Q: 3 clusters Score -996932.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -996935.625000 Penalty: 2708.116943
	Iteration 60F: 3 clusters Score -996935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -996937.625000 Penalty: 2708.116943
	Iteration 61Q: 3 clusters Score -996937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -996938.875000 Penalty: 2708.116943
	Iteration 62Q: 3 clusters Score -996938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -996942.250000 Penalty: 2708.116943
	Iteration 63Q: 3 clusters Score -996942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -996941.437500 Penalty: 2708.116943
	Iteration 64Q: 3 clusters Score -996941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -996944.062500 Penalty: 2708.116943
	Iteration 65Q: 3 clusters Score -996944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -996943.500000 Penalty: 2708.116943
	Iteration 66Q: 3 clusters Score -996943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -996944.562500 Penalty: 2708.116943
	Iteration 67Q: 3 clusters Score -996944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -996945.875000 Penalty: 2708.116943
	Iteration 68Q: 3 clusters Score -996945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -996951.000000 Penalty: 2708.116943
	Iteration 69Q: 3 clusters Score -996951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -996951.875000 Penalty: 2708.116943
	Iteration 70Q: 3 clusters Score -996951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -996953.187500 Penalty: 2708.116943
	Iteration 71Q: 3 clusters Score -996953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -996958.125000 Penalty: 2708.116943
	Iteration 72Q: 3 clusters Score -996958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -996959.062500 Penalty: 2708.116943
	Iteration 73Q: 3 clusters Score -996959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -996961.937500 Penalty: 2708.116943
	Iteration 74Q: 3 clusters Score -996961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -996962.437500 Penalty: 2708.116943
	Iteration 75Q: 3 clusters Score -996962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -996963.875000 Penalty: 2708.116943
	Iteration 76Q: 3 clusters Score -996963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -996962.062500 Penalty: 2708.116943
	Iteration 77Q: 3 clusters Score -996962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -996962.062500 Penalty: 2708.116943
	Iteration 78F: 3 clusters Score -996962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1223418.375000 Penalty: 1385.987305
	Iteration 0F: 2 clusters Score -1223418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1215941.875000 Penalty: 2771.974609
	Iteration 0F: 3 clusters Score -1215942 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1218416.875000 Penalty: 2771.974609
	Iteration 1F: 3 clusters Score -1218417 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1218767.875000 Penalty: 2771.974609
	Iteration 2F: 3 clusters Score -1218768 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1219011.625000 Penalty: 2771.974609
	Iteration 3F: 3 clusters Score -1219012 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1219209.625000 Penalty: 2771.974609
	Iteration 4Q: 3 clusters Score -1219210 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1219386.250000 Penalty: 2771.974609
	Iteration 5Q: 3 clusters Score -1219386 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1219530.875000 Penalty: 2771.974609
	Iteration 6Q: 3 clusters Score -1219531 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1219663.750000 Penalty: 2771.974609
	Iteration 7Q: 3 clusters Score -1219664 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1219801.500000 Penalty: 2771.974609
	Iteration 8Q: 3 clusters Score -1219802 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1219953.125000 Penalty: 2771.974609
	Iteration 9Q: 3 clusters Score -1219953 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1220114.500000 Penalty: 2771.974609
	Iteration 10Q: 3 clusters Score -1220114 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1220277.875000 Penalty: 2771.974609
	Iteration 11Q: 3 clusters Score -1220278 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1220470.500000 Penalty: 2771.974609
	Iteration 12Q: 3 clusters Score -1220470 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1220656.625000 Penalty: 2771.974609
	Iteration 13Q: 3 clusters Score -1220657 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1220835.500000 Penalty: 2771.974609
	Iteration 14Q: 3 clusters Score -1220836 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1220996.625000 Penalty: 2771.974609
	Iteration 15Q: 3 clusters Score -1220997 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1221141.875000 Penalty: 2771.974609
	Iteration 16Q: 3 clusters Score -1221142 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1221254.875000 Penalty: 2771.974609
	Iteration 17Q: 3 clusters Score -1221255 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1221338.875000 Penalty: 2771.974609
	Iteration 18Q: 3 clusters Score -1221339 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1221407.250000 Penalty: 2771.974609
	Iteration 19Q: 3 clusters Score -1221407 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1221461.125000 Penalty: 2771.974609
	Iteration 20F: 3 clusters Score -1221461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1221504.375000 Penalty: 2771.974609
	Iteration 21Q: 3 clusters Score -1221504 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1221547.125000 Penalty: 2771.974609
	Iteration 22Q: 3 clusters Score -1221547 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1221589.375000 Penalty: 2771.974609
	Iteration 23Q: 3 clusters Score -1221589 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1221625.250000 Penalty: 2771.974609
	Iteration 24Q: 3 clusters Score -1221625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1221654.000000 Penalty: 2771.974609
	Iteration 25Q: 3 clusters Score -1221654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1221678.375000 Penalty: 2771.974609
	Iteration 26Q: 3 clusters Score -1221678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1221703.375000 Penalty: 2771.974609
	Iteration 27Q: 3 clusters Score -1221703 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1221723.750000 Penalty: 2771.974609
	Iteration 28Q: 3 clusters Score -1221724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1221745.750000 Penalty: 2771.974609
	Iteration 29Q: 3 clusters Score -1221746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1221779.375000 Penalty: 2771.974609
	Iteration 30Q: 3 clusters Score -1221779 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1221808.625000 Penalty: 2771.974609
	Iteration 31Q: 3 clusters Score -1221809 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1221838.750000 Penalty: 2771.974609
	Iteration 32Q: 3 clusters Score -1221839 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1221880.375000 Penalty: 2771.974609
	Iteration 33Q: 3 clusters Score -1221880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1221920.000000 Penalty: 2771.974609
	Iteration 34Q: 3 clusters Score -1221920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1221959.625000 Penalty: 2771.974609
	Iteration 35Q: 3 clusters Score -1221960 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1222000.750000 Penalty: 2771.974609
	Iteration 36Q: 3 clusters Score -1222001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1222038.000000 Penalty: 2771.974609
	Iteration 37Q: 3 clusters Score -1222038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1222071.875000 Penalty: 2771.974609
	Iteration 38Q: 3 clusters Score -1222072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1222102.125000 Penalty: 2771.974609
	Iteration 39Q: 3 clusters Score -1222102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1222141.000000 Penalty: 2771.974609
	Iteration 40F: 3 clusters Score -1222141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1222166.000000 Penalty: 2771.974609
	Iteration 41Q: 3 clusters Score -1222166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1222189.000000 Penalty: 2771.974609
	Iteration 42Q: 3 clusters Score -1222189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1222224.000000 Penalty: 2771.974609
	Iteration 43Q: 3 clusters Score -1222224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1222255.125000 Penalty: 2771.974609
	Iteration 44Q: 3 clusters Score -1222255 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1222272.125000 Penalty: 2771.974609
	Iteration 45Q: 3 clusters Score -1222272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1222289.000000 Penalty: 2771.974609
	Iteration 46Q: 3 clusters Score -1222289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1222308.125000 Penalty: 2771.974609
	Iteration 47Q: 3 clusters Score -1222308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1222319.375000 Penalty: 2771.974609
	Iteration 48Q: 3 clusters Score -1222319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1222335.750000 Penalty: 2771.974609
	Iteration 49Q: 3 clusters Score -1222336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1222347.625000 Penalty: 2771.974609
	Iteration 50Q: 3 clusters Score -1222348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1222359.625000 Penalty: 2771.974609
	Iteration 51Q: 3 clusters Score -1222360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1222365.375000 Penalty: 2771.974609
	Iteration 52Q: 3 clusters Score -1222365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1222368.250000 Penalty: 2771.974609
	Iteration 53Q: 3 clusters Score -1222368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1222379.125000 Penalty: 2771.974609
	Iteration 54Q: 3 clusters Score -1222379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1222387.625000 Penalty: 2771.974609
	Iteration 55Q: 3 clusters Score -1222388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1222398.750000 Penalty: 2771.974609
	Iteration 56Q: 3 clusters Score -1222399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1222408.000000 Penalty: 2771.974609
	Iteration 57Q: 3 clusters Score -1222408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1222418.625000 Penalty: 2771.974609
	Iteration 58Q: 3 clusters Score -1222419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1222427.750000 Penalty: 2771.974609
	Iteration 59Q: 3 clusters Score -1222428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1222431.250000 Penalty: 2771.974609
	Iteration 60F: 3 clusters Score -1222431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1222440.000000 Penalty: 2771.974609
	Iteration 61Q: 3 clusters Score -1222440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1222449.250000 Penalty: 2771.974609
	Iteration 62Q: 3 clusters Score -1222449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1222454.375000 Penalty: 2771.974609
	Iteration 63Q: 3 clusters Score -1222454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1222462.000000 Penalty: 2771.974609
	Iteration 64Q: 3 clusters Score -1222462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1222470.875000 Penalty: 2771.974609
	Iteration 65Q: 3 clusters Score -1222471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1222480.125000 Penalty: 2771.974609
	Iteration 66Q: 3 clusters Score -1222480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1222484.750000 Penalty: 2771.974609
	Iteration 67Q: 3 clusters Score -1222485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1222488.375000 Penalty: 2771.974609
	Iteration 68Q: 3 clusters Score -1222488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1222494.125000 Penalty: 2771.974609
	Iteration 69Q: 3 clusters Score -1222494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1222496.250000 Penalty: 2771.974609
	Iteration 70Q: 3 clusters Score -1222496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1222504.375000 Penalty: 2771.974609
	Iteration 71Q: 3 clusters Score -1222504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1222509.125000 Penalty: 2771.974609
	Iteration 72Q: 3 clusters Score -1222509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1222511.875000 Penalty: 2771.974609
	Iteration 73Q: 3 clusters Score -1222512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1222519.125000 Penalty: 2771.974609
	Iteration 74Q: 3 clusters Score -1222519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1222523.125000 Penalty: 2771.974609
	Iteration 75Q: 3 clusters Score -1222523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1222524.250000 Penalty: 2771.974609
	Iteration 76Q: 3 clusters Score -1222524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1222530.625000 Penalty: 2771.974609
	Iteration 77Q: 3 clusters Score -1222531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1222531.250000 Penalty: 2771.974609
	Iteration 78Q: 3 clusters Score -1222531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1222531.500000 Penalty: 2771.974609
	Iteration 79Q: 3 clusters Score -1222532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1222531.625000 Penalty: 2771.974609
	Iteration 80F: 3 clusters Score -1222532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1222534.500000 Penalty: 2771.974609
	Iteration 81Q: 3 clusters Score -1222534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1222539.500000 Penalty: 2771.974609
	Iteration 82Q: 3 clusters Score -1222540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1222541.375000 Penalty: 2771.974609
	Iteration 83Q: 3 clusters Score -1222541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1222541.875000 Penalty: 2771.974609
	Iteration 84Q: 3 clusters Score -1222542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1222544.750000 Penalty: 2771.974609
	Iteration 85Q: 3 clusters Score -1222545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1222545.125000 Penalty: 2771.974609
	Iteration 86Q: 3 clusters Score -1222545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1222545.250000 Penalty: 2771.974609
	Iteration 87Q: 3 clusters Score -1222545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1222546.000000 Penalty: 2771.974609
	Iteration 88Q: 3 clusters Score -1222546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1222546.125000 Penalty: 2771.974609
	Iteration 89Q: 3 clusters Score -1222546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1222546.625000 Penalty: 2771.974609
	Iteration 90Q: 3 clusters Score -1222547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1222546.125000 Penalty: 2771.974609
	Iteration 91Q: 3 clusters Score -1222546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1222546.125000 Penalty: 2771.974609
	Iteration 92F: 3 clusters Score -1222546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -473494.937500 Penalty: 1243.280518
	Iteration 0F: 2 clusters Score -473494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -470268.812500 Penalty: 2486.561035
	Iteration 0F: 3 clusters Score -470268.8 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -471133.187500 Penalty: 2486.561035
	Iteration 1F: 3 clusters Score -471133.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -471351.406250 Penalty: 2486.561035
	Iteration 2F: 3 clusters Score -471351.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -471489.250000 Penalty: 2486.561035
	Iteration 3F: 3 clusters Score -471489.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -471576.437500 Penalty: 2486.561035
	Iteration 4Q: 3 clusters Score -471576.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -471625.593750 Penalty: 2486.561035
	Iteration 5Q: 3 clusters Score -471625.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -471671.968750 Penalty: 2486.561035
	Iteration 6Q: 3 clusters Score -471672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -471707.125000 Penalty: 2486.561035
	Iteration 7Q: 3 clusters Score -471707.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -471740.843750 Penalty: 2486.561035
	Iteration 8Q: 3 clusters Score -471740.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -471757.500000 Penalty: 2486.561035
	Iteration 9Q: 3 clusters Score -471757.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -471771.093750 Penalty: 2486.561035
	Iteration 10Q: 3 clusters Score -471771.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -471776.937500 Penalty: 2486.561035
	Iteration 11Q: 3 clusters Score -471776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -471780.687500 Penalty: 2486.561035
	Iteration 12Q: 3 clusters Score -471780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -471783.593750 Penalty: 2486.561035
	Iteration 13Q: 3 clusters Score -471783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471786.781250 Penalty: 2486.561035
	Iteration 14Q: 3 clusters Score -471786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471787.593750 Penalty: 2486.561035
	Iteration 15Q: 3 clusters Score -471787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471790.468750 Penalty: 2486.561035
	Iteration 16Q: 3 clusters Score -471790.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471791.687500 Penalty: 2486.561035
	Iteration 17Q: 3 clusters Score -471791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -471794.906250 Penalty: 2486.561035
	Iteration 18Q: 3 clusters Score -471794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -471796.093750 Penalty: 2486.561035
	Iteration 19Q: 3 clusters Score -471796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -471797.281250 Penalty: 2486.561035
	Iteration 20F: 3 clusters Score -471797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471797.906250 Penalty: 2486.561035
	Iteration 21Q: 3 clusters Score -471797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471799.531250 Penalty: 2486.561035
	Iteration 22Q: 3 clusters Score -471799.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -471801.968750 Penalty: 2486.561035
	Iteration 23Q: 3 clusters Score -471802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471805.062500 Penalty: 2486.561035
	Iteration 24Q: 3 clusters Score -471805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -471807.343750 Penalty: 2486.561035
	Iteration 25Q: 3 clusters Score -471807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -471810.437500 Penalty: 2486.561035
	Iteration 26Q: 3 clusters Score -471810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471813.843750 Penalty: 2486.561035
	Iteration 27Q: 3 clusters Score -471813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471815.906250 Penalty: 2486.561035
	Iteration 28Q: 3 clusters Score -471815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -471819.781250 Penalty: 2486.561035
	Iteration 29Q: 3 clusters Score -471819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -471825.718750 Penalty: 2486.561035
	Iteration 30Q: 3 clusters Score -471825.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -471828.375000 Penalty: 2486.561035
	Iteration 31Q: 3 clusters Score -471828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -471832.656250 Penalty: 2486.561035
	Iteration 32Q: 3 clusters Score -471832.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -471834.750000 Penalty: 2486.561035
	Iteration 33Q: 3 clusters Score -471834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -471836.937500 Penalty: 2486.561035
	Iteration 34Q: 3 clusters Score -471836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -471837.906250 Penalty: 2486.561035
	Iteration 35Q: 3 clusters Score -471837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -471837.875000 Penalty: 2486.561035
	Iteration 36Q: 3 clusters Score -471837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -471838.968750 Penalty: 2486.561035
	Iteration 37Q: 3 clusters Score -471839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -471839.437500 Penalty: 2486.561035
	Iteration 38Q: 3 clusters Score -471839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -471840.468750 Penalty: 2486.561035
	Iteration 39Q: 3 clusters Score -471840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -471840.750000 Penalty: 2486.561035
	Iteration 40F: 3 clusters Score -471840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -943101.187500 Penalty: 1347.813721
	Iteration 0F: 2 clusters Score -943101.2 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 4301 members 
Entering Unmasked Estep 
Score: -937233.437500 Penalty: 2695.627441
	Iteration 0F: 3 clusters Score -937233.4 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -939148.812500 Penalty: 2695.627441
	Iteration 1F: 3 clusters Score -939148.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -939464.375000 Penalty: 2695.627441
	Iteration 2F: 3 clusters Score -939464.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -939686.875000 Penalty: 2695.627441
	Iteration 3F: 3 clusters Score -939686.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -939844.250000 Penalty: 2695.627441
	Iteration 4Q: 3 clusters Score -939844.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -939991.500000 Penalty: 2695.627441
	Iteration 5Q: 3 clusters Score -939991.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -940124.750000 Penalty: 2695.627441
	Iteration 6Q: 3 clusters Score -940124.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -940227.625000 Penalty: 2695.627441
	Iteration 7Q: 3 clusters Score -940227.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -940328.250000 Penalty: 2695.627441
	Iteration 8Q: 3 clusters Score -940328.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -940423.687500 Penalty: 2695.627441
	Iteration 9Q: 3 clusters Score -940423.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -940539.375000 Penalty: 2695.627441
	Iteration 10Q: 3 clusters Score -940539.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -940682.312500 Penalty: 2695.627441
	Iteration 11Q: 3 clusters Score -940682.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -940831.250000 Penalty: 2695.627441
	Iteration 12Q: 3 clusters Score -940831.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -940984.187500 Penalty: 2695.627441
	Iteration 13Q: 3 clusters Score -940984.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -941147.812500 Penalty: 2695.627441
	Iteration 14Q: 3 clusters Score -941147.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -941288.500000 Penalty: 2695.627441
	Iteration 15Q: 3 clusters Score -941288.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -941412.000000 Penalty: 2695.627441
	Iteration 16Q: 3 clusters Score -941412 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -941536.125000 Penalty: 2695.627441
	Iteration 17Q: 3 clusters Score -941536.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -941634.062500 Penalty: 2695.627441
	Iteration 18Q: 3 clusters Score -941634.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -941730.375000 Penalty: 2695.627441
	Iteration 19Q: 3 clusters Score -941730.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -941804.000000 Penalty: 2695.627441
	Iteration 20F: 3 clusters Score -941804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -941865.437500 Penalty: 2695.627441
	Iteration 21Q: 3 clusters Score -941865.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -941916.250000 Penalty: 2695.627441
	Iteration 22Q: 3 clusters Score -941916.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -941945.562500 Penalty: 2695.627441
	Iteration 23Q: 3 clusters Score -941945.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -941977.312500 Penalty: 2695.627441
	Iteration 24Q: 3 clusters Score -941977.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -942004.125000 Penalty: 2695.627441
	Iteration 25Q: 3 clusters Score -942004.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -942027.375000 Penalty: 2695.627441
	Iteration 26Q: 3 clusters Score -942027.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -942049.375000 Penalty: 2695.627441
	Iteration 27Q: 3 clusters Score -942049.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -942077.125000 Penalty: 2695.627441
	Iteration 28Q: 3 clusters Score -942077.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -942101.937500 Penalty: 2695.627441
	Iteration 29Q: 3 clusters Score -942101.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -942118.750000 Penalty: 2695.627441
	Iteration 30Q: 3 clusters Score -942118.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -942136.062500 Penalty: 2695.627441
	Iteration 31Q: 3 clusters Score -942136.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -942151.750000 Penalty: 2695.627441
	Iteration 32Q: 3 clusters Score -942151.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -942161.375000 Penalty: 2695.627441
	Iteration 33Q: 3 clusters Score -942161.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -942173.437500 Penalty: 2695.627441
	Iteration 34Q: 3 clusters Score -942173.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -942181.875000 Penalty: 2695.627441
	Iteration 35Q: 3 clusters Score -942181.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -942192.500000 Penalty: 2695.627441
	Iteration 36Q: 3 clusters Score -942192.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -942198.750000 Penalty: 2695.627441
	Iteration 37Q: 3 clusters Score -942198.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -942206.500000 Penalty: 2695.627441
	Iteration 38Q: 3 clusters Score -942206.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -942215.062500 Penalty: 2695.627441
	Iteration 39Q: 3 clusters Score -942215.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -942226.437500 Penalty: 2695.627441
	Iteration 40F: 3 clusters Score -942226.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -942241.437500 Penalty: 2695.627441
	Iteration 41Q: 3 clusters Score -942241.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -942254.562500 Penalty: 2695.627441
	Iteration 42Q: 3 clusters Score -942254.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -942266.250000 Penalty: 2695.627441
	Iteration 43Q: 3 clusters Score -942266.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -942275.437500 Penalty: 2695.627441
	Iteration 44Q: 3 clusters Score -942275.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -942282.875000 Penalty: 2695.627441
	Iteration 45Q: 3 clusters Score -942282.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -942295.562500 Penalty: 2695.627441
	Iteration 46Q: 3 clusters Score -942295.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -942308.062500 Penalty: 2695.627441
	Iteration 47Q: 3 clusters Score -942308.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -942318.812500 Penalty: 2695.627441
	Iteration 48Q: 3 clusters Score -942318.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -942334.062500 Penalty: 2695.627441
	Iteration 49Q: 3 clusters Score -942334.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -942353.000000 Penalty: 2695.627441
	Iteration 50Q: 3 clusters Score -942353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -942363.312500 Penalty: 2695.627441
	Iteration 51Q: 3 clusters Score -942363.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -942378.562500 Penalty: 2695.627441
	Iteration 52Q: 3 clusters Score -942378.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -942392.687500 Penalty: 2695.627441
	Iteration 53Q: 3 clusters Score -942392.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -942402.500000 Penalty: 2695.627441
	Iteration 54Q: 3 clusters Score -942402.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -942412.500000 Penalty: 2695.627441
	Iteration 55Q: 3 clusters Score -942412.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -942417.750000 Penalty: 2695.627441
	Iteration 56Q: 3 clusters Score -942417.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -942425.687500 Penalty: 2695.627441
	Iteration 57Q: 3 clusters Score -942425.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -942432.875000 Penalty: 2695.627441
	Iteration 58Q: 3 clusters Score -942432.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -942438.875000 Penalty: 2695.627441
	Iteration 59Q: 3 clusters Score -942438.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -942446.375000 Penalty: 2695.627441
	Iteration 60F: 3 clusters Score -942446.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -942448.250000 Penalty: 2695.627441
	Iteration 61Q: 3 clusters Score -942448.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -942453.000000 Penalty: 2695.627441
	Iteration 62Q: 3 clusters Score -942453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -942458.437500 Penalty: 2695.627441
	Iteration 63Q: 3 clusters Score -942458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -942459.437500 Penalty: 2695.627441
	Iteration 64Q: 3 clusters Score -942459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -942461.312500 Penalty: 2695.627441
	Iteration 65Q: 3 clusters Score -942461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -942461.500000 Penalty: 2695.627441
	Iteration 66Q: 3 clusters Score -942461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -942462.187500 Penalty: 2695.627441
	Iteration 67Q: 3 clusters Score -942462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -942461.750000 Penalty: 2695.627441
	Iteration 68Q: 3 clusters Score -942461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -942461.750000 Penalty: 2695.627441
	Iteration 69F: 3 clusters Score -942461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Entering Unmasked Estep 
Score: -5153327.500000 Penalty: 1590.961426
	Iteration 0F: 2 clusters Score -5153328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -5124544.500000 Penalty: 3181.922852
	Iteration 0F: 3 clusters Score -5124544 nChanged 20090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5135517.000000 Penalty: 3181.922852
	Iteration 1F: 3 clusters Score -5135517 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5136059.500000 Penalty: 3181.922852
	Iteration 2Q: 3 clusters Score -5136060 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5136574.500000 Penalty: 3181.922852
	Iteration 3Q: 3 clusters Score -5136574 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5137179.000000 Penalty: 3181.922852
	Iteration 4Q: 3 clusters Score -5137179 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5137889.000000 Penalty: 3181.922852
	Iteration 5Q: 3 clusters Score -5137889 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5138738.000000 Penalty: 3181.922852
	Iteration 6Q: 3 clusters Score -5138738 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -5139780.000000 Penalty: 3181.922852
	Iteration 7Q: 3 clusters Score -5139780 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5141316.500000 Penalty: 3181.922852
	Iteration 8F: 3 clusters Score -5141316 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5143338.000000 Penalty: 3181.922852
	Iteration 9F: 3 clusters Score -5143338 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5145579.000000 Penalty: 3181.922852
	Iteration 10F: 3 clusters Score -5145579 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5147694.500000 Penalty: 3181.922852
	Iteration 11F: 3 clusters Score -5147694 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5149389.000000 Penalty: 3181.922852
	Iteration 12Q: 3 clusters Score -5149389 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5150481.500000 Penalty: 3181.922852
	Iteration 13Q: 3 clusters Score -5150482 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5151173.500000 Penalty: 3181.922852
	Iteration 14Q: 3 clusters Score -5151174 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5151546.500000 Penalty: 3181.922852
	Iteration 15Q: 3 clusters Score -5151546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5151746.000000 Penalty: 3181.922852
	Iteration 16Q: 3 clusters Score -5151746 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5151886.000000 Penalty: 3181.922852
	Iteration 17Q: 3 clusters Score -5151886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5151981.000000 Penalty: 3181.922852
	Iteration 18Q: 3 clusters Score -5151981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5152017.000000 Penalty: 3181.922852
	Iteration 19Q: 3 clusters Score -5152017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5152072.500000 Penalty: 3181.922852
	Iteration 20F: 3 clusters Score -5152072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5152104.000000 Penalty: 3181.922852
	Iteration 21Q: 3 clusters Score -5152104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5152127.000000 Penalty: 3181.922852
	Iteration 22Q: 3 clusters Score -5152127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5152145.500000 Penalty: 3181.922852
	Iteration 23Q: 3 clusters Score -5152146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5152146.500000 Penalty: 3181.922852
	Iteration 24Q: 3 clusters Score -5152146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5152156.000000 Penalty: 3181.922852
	Iteration 25Q: 3 clusters Score -5152156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5152159.000000 Penalty: 3181.922852
	Iteration 26Q: 3 clusters Score -5152159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5152172.000000 Penalty: 3181.922852
	Iteration 27Q: 3 clusters Score -5152172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5152181.000000 Penalty: 3181.922852
	Iteration 28Q: 3 clusters Score -5152181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5152189.000000 Penalty: 3181.922852
	Iteration 29Q: 3 clusters Score -5152189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5152197.000000 Penalty: 3181.922852
	Iteration 30Q: 3 clusters Score -5152197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5152196.000000 Penalty: 3181.922852
	Iteration 31Q: 3 clusters Score -5152196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5152203.500000 Penalty: 3181.922852
	Iteration 32Q: 3 clusters Score -5152204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5152204.000000 Penalty: 3181.922852
	Iteration 33Q: 3 clusters Score -5152204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5152205.500000 Penalty: 3181.922852
	Iteration 34Q: 3 clusters Score -5152206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5152200.500000 Penalty: 3181.922852
	Iteration 35Q: 3 clusters Score -5152200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5152200.500000 Penalty: 3181.922852
	Iteration 36F: 3 clusters Score -5152200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -160206.359375 Penalty: 1089.195923
	Iteration 0F: 2 clusters Score -160206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -158600.781250 Penalty: 2178.391846
	Iteration 0F: 3 clusters Score -158600.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158975.359375 Penalty: 2178.391846
	Iteration 1F: 3 clusters Score -158975.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159064.250000 Penalty: 2178.391846
	Iteration 2F: 3 clusters Score -159064.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159125.593750 Penalty: 2178.391846
	Iteration 3Q: 3 clusters Score -159125.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159160.031250 Penalty: 2178.391846
	Iteration 4Q: 3 clusters Score -159160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -159184.265625 Penalty: 2178.391846
	Iteration 5Q: 3 clusters Score -159184.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -159197.218750 Penalty: 2178.391846
	Iteration 6Q: 3 clusters Score -159197.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159206.500000 Penalty: 2178.391846
	Iteration 7Q: 3 clusters Score -159206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -159210.437500 Penalty: 2178.391846
	Iteration 8Q: 3 clusters Score -159210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159215.343750 Penalty: 2178.391846
	Iteration 9Q: 3 clusters Score -159215.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -159223.281250 Penalty: 2178.391846
	Iteration 10Q: 3 clusters Score -159223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -159230.890625 Penalty: 2178.391846
	Iteration 11Q: 3 clusters Score -159230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -159234.250000 Penalty: 2178.391846
	Iteration 12Q: 3 clusters Score -159234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159238.000000 Penalty: 2178.391846
	Iteration 13Q: 3 clusters Score -159238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159238.640625 Penalty: 2178.391846
	Iteration 14Q: 3 clusters Score -159238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159238.640625 Penalty: 2178.391846
	Iteration 15F: 3 clusters Score -159238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Entering Unmasked Estep 
Score: -3237611.000000 Penalty: 1520.493652
	Iteration 0F: 2 clusters Score -3237611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3219780.000000 Penalty: 3040.987305
	Iteration 0F: 3 clusters Score -3219780 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3226480.500000 Penalty: 3040.987305
	Iteration 1F: 3 clusters Score -3226480 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3227114.750000 Penalty: 3040.987305
	Iteration 2F: 3 clusters Score -3227115 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3227888.250000 Penalty: 3040.987305
	Iteration 3F: 3 clusters Score -3227888 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3228790.000000 Penalty: 3040.987305
	Iteration 4F: 3 clusters Score -3228790 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3229862.250000 Penalty: 3040.987305
	Iteration 5F: 3 clusters Score -3229862 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3230957.250000 Penalty: 3040.987305
	Iteration 6F: 3 clusters Score -3230957 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3231935.500000 Penalty: 3040.987305
	Iteration 7F: 3 clusters Score -3231936 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3232857.750000 Penalty: 3040.987305
	Iteration 8F: 3 clusters Score -3232858 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3233682.500000 Penalty: 3040.987305
	Iteration 9Q: 3 clusters Score -3233682 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3234358.000000 Penalty: 3040.987305
	Iteration 10Q: 3 clusters Score -3234358 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3234928.250000 Penalty: 3040.987305
	Iteration 11Q: 3 clusters Score -3234928 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3235391.750000 Penalty: 3040.987305
	Iteration 12Q: 3 clusters Score -3235392 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3235710.500000 Penalty: 3040.987305
	Iteration 13Q: 3 clusters Score -3235710 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3235931.250000 Penalty: 3040.987305
	Iteration 14Q: 3 clusters Score -3235931 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3236090.750000 Penalty: 3040.987305
	Iteration 15Q: 3 clusters Score -3236091 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3236197.250000 Penalty: 3040.987305
	Iteration 16Q: 3 clusters Score -3236197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3236256.000000 Penalty: 3040.987305
	Iteration 17Q: 3 clusters Score -3236256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3236306.500000 Penalty: 3040.987305
	Iteration 18Q: 3 clusters Score -3236306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3236353.750000 Penalty: 3040.987305
	Iteration 19Q: 3 clusters Score -3236354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3236389.750000 Penalty: 3040.987305
	Iteration 20F: 3 clusters Score -3236390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3236408.000000 Penalty: 3040.987305
	Iteration 21Q: 3 clusters Score -3236408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3236420.500000 Penalty: 3040.987305
	Iteration 22Q: 3 clusters Score -3236420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3236426.250000 Penalty: 3040.987305
	Iteration 23Q: 3 clusters Score -3236426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3236429.250000 Penalty: 3040.987305
	Iteration 24Q: 3 clusters Score -3236429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3236435.250000 Penalty: 3040.987305
	Iteration 25Q: 3 clusters Score -3236435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3236446.000000 Penalty: 3040.987305
	Iteration 26Q: 3 clusters Score -3236446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3236446.250000 Penalty: 3040.987305
	Iteration 27Q: 3 clusters Score -3236446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3236445.000000 Penalty: 3040.987305
	Iteration 28Q: 3 clusters Score -3236445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3236449.750000 Penalty: 3040.987305
	Iteration 29Q: 3 clusters Score -3236450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3236451.000000 Penalty: 3040.987305
	Iteration 30Q: 3 clusters Score -3236451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3236457.500000 Penalty: 3040.987305
	Iteration 31Q: 3 clusters Score -3236458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3236456.750000 Penalty: 3040.987305
	Iteration 32Q: 3 clusters Score -3236457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3236458.750000 Penalty: 3040.987305
	Iteration 33Q: 3 clusters Score -3236459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3236454.500000 Penalty: 3040.987305
	Iteration 34Q: 3 clusters Score -3236454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3236456.750000 Penalty: 3040.987305
	Iteration 35Q: 3 clusters Score -3236457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3236456.250000 Penalty: 3040.987305
	Iteration 36Q: 3 clusters Score -3236456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3236455.250000 Penalty: 3040.987305
	Iteration 37Q: 3 clusters Score -3236455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3236463.000000 Penalty: 3040.987305
	Iteration 38Q: 3 clusters Score -3236463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3236464.000000 Penalty: 3040.987305
	Iteration 39Q: 3 clusters Score -3236464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3236463.500000 Penalty: 3040.987305
	Iteration 40F: 3 clusters Score -3236464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3236468.250000 Penalty: 3040.987305
	Iteration 41Q: 3 clusters Score -3236468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3236468.250000 Penalty: 3040.987305
	Iteration 42F: 3 clusters Score -3236468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -640989.312500 Penalty: 1287.376587
	Iteration 0F: 2 clusters Score -640989.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -636821.187500 Penalty: 2574.753174
	Iteration 0F: 3 clusters Score -636821.2 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -638040.687500 Penalty: 2574.753174
	Iteration 1F: 3 clusters Score -638040.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -638285.812500 Penalty: 2574.753174
	Iteration 2F: 3 clusters Score -638285.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -638401.312500 Penalty: 2574.753174
	Iteration 3Q: 3 clusters Score -638401.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -638470.375000 Penalty: 2574.753174
	Iteration 4Q: 3 clusters Score -638470.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -638519.625000 Penalty: 2574.753174
	Iteration 5Q: 3 clusters Score -638519.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -638564.000000 Penalty: 2574.753174
	Iteration 6Q: 3 clusters Score -638564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -638606.875000 Penalty: 2574.753174
	Iteration 7Q: 3 clusters Score -638606.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -638656.937500 Penalty: 2574.753174
	Iteration 8Q: 3 clusters Score -638656.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -638693.500000 Penalty: 2574.753174
	Iteration 9Q: 3 clusters Score -638693.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -638726.937500 Penalty: 2574.753174
	Iteration 10Q: 3 clusters Score -638726.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -638756.750000 Penalty: 2574.753174
	Iteration 11Q: 3 clusters Score -638756.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -638780.312500 Penalty: 2574.753174
	Iteration 12Q: 3 clusters Score -638780.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -638803.875000 Penalty: 2574.753174
	Iteration 13Q: 3 clusters Score -638803.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -638832.812500 Penalty: 2574.753174
	Iteration 14Q: 3 clusters Score -638832.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -638856.000000 Penalty: 2574.753174
	Iteration 15Q: 3 clusters Score -638856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -638882.875000 Penalty: 2574.753174
	Iteration 16Q: 3 clusters Score -638882.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -638919.625000 Penalty: 2574.753174
	Iteration 17Q: 3 clusters Score -638919.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -638947.375000 Penalty: 2574.753174
	Iteration 18Q: 3 clusters Score -638947.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -638978.937500 Penalty: 2574.753174
	Iteration 19Q: 3 clusters Score -638978.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -639012.125000 Penalty: 2574.753174
	Iteration 20F: 3 clusters Score -639012.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -639039.687500 Penalty: 2574.753174
	Iteration 21Q: 3 clusters Score -639039.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -639071.937500 Penalty: 2574.753174
	Iteration 22Q: 3 clusters Score -639071.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -639109.187500 Penalty: 2574.753174
	Iteration 23Q: 3 clusters Score -639109.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -639146.562500 Penalty: 2574.753174
	Iteration 24Q: 3 clusters Score -639146.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -639192.187500 Penalty: 2574.753174
	Iteration 25Q: 3 clusters Score -639192.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -639245.375000 Penalty: 2574.753174
	Iteration 26Q: 3 clusters Score -639245.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -639298.750000 Penalty: 2574.753174
	Iteration 27Q: 3 clusters Score -639298.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -639367.812500 Penalty: 2574.753174
	Iteration 28Q: 3 clusters Score -639367.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -639434.625000 Penalty: 2574.753174
	Iteration 29Q: 3 clusters Score -639434.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -639489.187500 Penalty: 2574.753174
	Iteration 30Q: 3 clusters Score -639489.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -639542.437500 Penalty: 2574.753174
	Iteration 31Q: 3 clusters Score -639542.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -639585.312500 Penalty: 2574.753174
	Iteration 32Q: 3 clusters Score -639585.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -639625.437500 Penalty: 2574.753174
	Iteration 33Q: 3 clusters Score -639625.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -639660.062500 Penalty: 2574.753174
	Iteration 34Q: 3 clusters Score -639660.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -639690.000000 Penalty: 2574.753174
	Iteration 35Q: 3 clusters Score -639690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -639710.687500 Penalty: 2574.753174
	Iteration 36Q: 3 clusters Score -639710.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -639731.375000 Penalty: 2574.753174
	Iteration 37Q: 3 clusters Score -639731.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -639753.687500 Penalty: 2574.753174
	Iteration 38Q: 3 clusters Score -639753.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -639771.437500 Penalty: 2574.753174
	Iteration 39Q: 3 clusters Score -639771.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -639783.875000 Penalty: 2574.753174
	Iteration 40F: 3 clusters Score -639783.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -639803.562500 Penalty: 2574.753174
	Iteration 41Q: 3 clusters Score -639803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -639813.875000 Penalty: 2574.753174
	Iteration 42Q: 3 clusters Score -639813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -639822.750000 Penalty: 2574.753174
	Iteration 43Q: 3 clusters Score -639822.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -639834.812500 Penalty: 2574.753174
	Iteration 44Q: 3 clusters Score -639834.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -639851.000000 Penalty: 2574.753174
	Iteration 45Q: 3 clusters Score -639851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -639863.000000 Penalty: 2574.753174
	Iteration 46Q: 3 clusters Score -639863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -639869.375000 Penalty: 2574.753174
	Iteration 47Q: 3 clusters Score -639869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -639875.625000 Penalty: 2574.753174
	Iteration 48Q: 3 clusters Score -639875.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -639879.437500 Penalty: 2574.753174
	Iteration 49Q: 3 clusters Score -639879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -639886.000000 Penalty: 2574.753174
	Iteration 50Q: 3 clusters Score -639886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -639892.625000 Penalty: 2574.753174
	Iteration 51Q: 3 clusters Score -639892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -639895.375000 Penalty: 2574.753174
	Iteration 52Q: 3 clusters Score -639895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -639900.750000 Penalty: 2574.753174
	Iteration 53Q: 3 clusters Score -639900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -639908.312500 Penalty: 2574.753174
	Iteration 54Q: 3 clusters Score -639908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -639919.125000 Penalty: 2574.753174
	Iteration 55Q: 3 clusters Score -639919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -639927.812500 Penalty: 2574.753174
	Iteration 56Q: 3 clusters Score -639927.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -639939.375000 Penalty: 2574.753174
	Iteration 57Q: 3 clusters Score -639939.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -639952.187500 Penalty: 2574.753174
	Iteration 58Q: 3 clusters Score -639952.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -639959.750000 Penalty: 2574.753174
	Iteration 59Q: 3 clusters Score -639959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -639962.750000 Penalty: 2574.753174
	Iteration 60F: 3 clusters Score -639962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -639965.750000 Penalty: 2574.753174
	Iteration 61Q: 3 clusters Score -639965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -639970.187500 Penalty: 2574.753174
	Iteration 62Q: 3 clusters Score -639970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -639972.312500 Penalty: 2574.753174
	Iteration 63Q: 3 clusters Score -639972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -639973.687500 Penalty: 2574.753174
	Iteration 64Q: 3 clusters Score -639973.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -639973.687500 Penalty: 2574.753174
	Iteration 65F: 3 clusters Score -639973.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -1837365.500000 Penalty: 1436.515259
	Iteration 0F: 2 clusters Score -1837366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1827113.250000 Penalty: 2873.030518
	Iteration 0F: 3 clusters Score -1827113 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1830581.500000 Penalty: 2873.030518
	Iteration 1F: 3 clusters Score -1830582 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1830937.125000 Penalty: 2873.030518
	Iteration 2F: 3 clusters Score -1830937 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1831196.500000 Penalty: 2873.030518
	Iteration 3Q: 3 clusters Score -1831196 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1831447.625000 Penalty: 2873.030518
	Iteration 4Q: 3 clusters Score -1831448 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1831713.250000 Penalty: 2873.030518
	Iteration 5Q: 3 clusters Score -1831713 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1831961.500000 Penalty: 2873.030518
	Iteration 6Q: 3 clusters Score -1831962 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1832201.375000 Penalty: 2873.030518
	Iteration 7Q: 3 clusters Score -1832201 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1832471.250000 Penalty: 2873.030518
	Iteration 8Q: 3 clusters Score -1832471 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1832749.375000 Penalty: 2873.030518
	Iteration 9Q: 3 clusters Score -1832749 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1833156.000000 Penalty: 2873.030518
	Iteration 10Q: 3 clusters Score -1833156 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1833607.625000 Penalty: 2873.030518
	Iteration 11Q: 3 clusters Score -1833608 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1834060.375000 Penalty: 2873.030518
	Iteration 12Q: 3 clusters Score -1834060 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1834501.000000 Penalty: 2873.030518
	Iteration 13Q: 3 clusters Score -1834501 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1834915.375000 Penalty: 2873.030518
	Iteration 14Q: 3 clusters Score -1834915 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1835255.875000 Penalty: 2873.030518
	Iteration 15Q: 3 clusters Score -1835256 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1835503.625000 Penalty: 2873.030518
	Iteration 16Q: 3 clusters Score -1835504 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1835690.625000 Penalty: 2873.030518
	Iteration 17Q: 3 clusters Score -1835691 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1835838.750000 Penalty: 2873.030518
	Iteration 18Q: 3 clusters Score -1835839 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1835939.500000 Penalty: 2873.030518
	Iteration 19Q: 3 clusters Score -1835940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1836014.500000 Penalty: 2873.030518
	Iteration 20F: 3 clusters Score -1836014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1836056.125000 Penalty: 2873.030518
	Iteration 21Q: 3 clusters Score -1836056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1836090.000000 Penalty: 2873.030518
	Iteration 22Q: 3 clusters Score -1836090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1836135.375000 Penalty: 2873.030518
	Iteration 23Q: 3 clusters Score -1836135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1836175.875000 Penalty: 2873.030518
	Iteration 24Q: 3 clusters Score -1836176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1836202.750000 Penalty: 2873.030518
	Iteration 25Q: 3 clusters Score -1836203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1836233.250000 Penalty: 2873.030518
	Iteration 26Q: 3 clusters Score -1836233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1836251.875000 Penalty: 2873.030518
	Iteration 27Q: 3 clusters Score -1836252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1836256.000000 Penalty: 2873.030518
	Iteration 28Q: 3 clusters Score -1836256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1836261.750000 Penalty: 2873.030518
	Iteration 29Q: 3 clusters Score -1836262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1836266.500000 Penalty: 2873.030518
	Iteration 30Q: 3 clusters Score -1836266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1836267.375000 Penalty: 2873.030518
	Iteration 31Q: 3 clusters Score -1836267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1836265.500000 Penalty: 2873.030518
	Iteration 32Q: 3 clusters Score -1836266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1836265.500000 Penalty: 2873.030518
	Iteration 33F: 3 clusters Score -1836266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21525.757812 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21525.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21715.167969 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21715.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21761.722656 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21761.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21776.609375 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21776.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21790.076172 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21790.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21802.845703 Penalty: 1659.402466
	Iteration 5Q: 3 clusters Score -21802.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21804.812500 Penalty: 1659.402466
	Iteration 6Q: 3 clusters Score -21804.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21804.812500 Penalty: 1659.402466
	Iteration 7F: 3 clusters Score -21804.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Entering Unmasked Estep 
Score: -5421696.000000 Penalty: 1599.395508
	Iteration 0F: 2 clusters Score -5421696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5391349.000000 Penalty: 3198.791016
	Iteration 0F: 3 clusters Score -5391349 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5403013.500000 Penalty: 3198.791016
	Iteration 1F: 3 clusters Score -5403014 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -5403642.000000 Penalty: 3198.791016
	Iteration 2Q: 3 clusters Score -5403642 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -5404205.500000 Penalty: 3198.791016
	Iteration 3Q: 3 clusters Score -5404206 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5404726.500000 Penalty: 3198.791016
	Iteration 4Q: 3 clusters Score -5404726 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5405242.000000 Penalty: 3198.791016
	Iteration 5Q: 3 clusters Score -5405242 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -5405894.500000 Penalty: 3198.791016
	Iteration 6Q: 3 clusters Score -5405894 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5406573.000000 Penalty: 3198.791016
	Iteration 7Q: 3 clusters Score -5406573 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5407453.500000 Penalty: 3198.791016
	Iteration 8Q: 3 clusters Score -5407454 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5408740.000000 Penalty: 3198.791016
	Iteration 9Q: 3 clusters Score -5408740 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -5410412.000000 Penalty: 3198.791016
	Iteration 10F: 3 clusters Score -5410412 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -5412200.500000 Penalty: 3198.791016
	Iteration 11F: 3 clusters Score -5412200 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5413695.500000 Penalty: 3198.791016
	Iteration 12Q: 3 clusters Score -5413696 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5414695.000000 Penalty: 3198.791016
	Iteration 13Q: 3 clusters Score -5414695 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5415297.000000 Penalty: 3198.791016
	Iteration 14Q: 3 clusters Score -5415297 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -5415780.500000 Penalty: 3198.791016
	Iteration 15Q: 3 clusters Score -5415780 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5416252.000000 Penalty: 3198.791016
	Iteration 16Q: 3 clusters Score -5416252 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5416683.500000 Penalty: 3198.791016
	Iteration 17Q: 3 clusters Score -5416684 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5417132.000000 Penalty: 3198.791016
	Iteration 18Q: 3 clusters Score -5417132 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5417618.500000 Penalty: 3198.791016
	Iteration 19Q: 3 clusters Score -5417618 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -5418035.500000 Penalty: 3198.791016
	Iteration 20F: 3 clusters Score -5418036 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5418424.500000 Penalty: 3198.791016
	Iteration 21Q: 3 clusters Score -5418424 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -5418817.500000 Penalty: 3198.791016
	Iteration 22Q: 3 clusters Score -5418818 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5419163.500000 Penalty: 3198.791016
	Iteration 23Q: 3 clusters Score -5419164 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5419423.500000 Penalty: 3198.791016
	Iteration 24Q: 3 clusters Score -5419424 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5419644.000000 Penalty: 3198.791016
	Iteration 25Q: 3 clusters Score -5419644 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -5419840.500000 Penalty: 3198.791016
	Iteration 26Q: 3 clusters Score -5419840 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -5420008.500000 Penalty: 3198.791016
	Iteration 27Q: 3 clusters Score -5420008 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -5420169.500000 Penalty: 3198.791016
	Iteration 28Q: 3 clusters Score -5420170 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -5420254.000000 Penalty: 3198.791016
	Iteration 29Q: 3 clusters Score -5420254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5420347.000000 Penalty: 3198.791016
	Iteration 30Q: 3 clusters Score -5420347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5420430.000000 Penalty: 3198.791016
	Iteration 31Q: 3 clusters Score -5420430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5420488.000000 Penalty: 3198.791016
	Iteration 32Q: 3 clusters Score -5420488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -5420532.000000 Penalty: 3198.791016
	Iteration 33Q: 3 clusters Score -5420532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5420553.500000 Penalty: 3198.791016
	Iteration 34Q: 3 clusters Score -5420554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -5420578.000000 Penalty: 3198.791016
	Iteration 35Q: 3 clusters Score -5420578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5420604.500000 Penalty: 3198.791016
	Iteration 36Q: 3 clusters Score -5420604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -5420618.500000 Penalty: 3198.791016
	Iteration 37Q: 3 clusters Score -5420618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5420625.500000 Penalty: 3198.791016
	Iteration 38Q: 3 clusters Score -5420626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5420649.000000 Penalty: 3198.791016
	Iteration 39Q: 3 clusters Score -5420649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -5420656.500000 Penalty: 3198.791016
	Iteration 40F: 3 clusters Score -5420656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5420660.500000 Penalty: 3198.791016
	Iteration 41Q: 3 clusters Score -5420660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5420654.500000 Penalty: 3198.791016
	Iteration 42Q: 3 clusters Score -5420654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -5420668.000000 Penalty: 3198.791016
	Iteration 43Q: 3 clusters Score -5420668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -5420676.500000 Penalty: 3198.791016
	Iteration 44Q: 3 clusters Score -5420676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5420682.500000 Penalty: 3198.791016
	Iteration 45Q: 3 clusters Score -5420682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -5420680.000000 Penalty: 3198.791016
	Iteration 46Q: 3 clusters Score -5420680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5420677.500000 Penalty: 3198.791016
	Iteration 47Q: 3 clusters Score -5420678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5420674.000000 Penalty: 3198.791016
	Iteration 48Q: 3 clusters Score -5420674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5420676.000000 Penalty: 3198.791016
	Iteration 49Q: 3 clusters Score -5420676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5420676.000000 Penalty: 3198.791016
	Iteration 50F: 3 clusters Score -5420676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -1040634.312500 Penalty: 1350.731201
	Iteration 0F: 2 clusters Score -1040634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1034530.812500 Penalty: 2701.462402
	Iteration 0F: 3 clusters Score -1034531 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1036611.062500 Penalty: 2701.462402
	Iteration 1F: 3 clusters Score -1036611 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1037023.312500 Penalty: 2701.462402
	Iteration 2F: 3 clusters Score -1037023 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1037370.312500 Penalty: 2701.462402
	Iteration 3F: 3 clusters Score -1037370 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1037678.437500 Penalty: 2701.462402
	Iteration 4F: 3 clusters Score -1037678 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1037963.750000 Penalty: 2701.462402
	Iteration 5F: 3 clusters Score -1037964 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1038210.437500 Penalty: 2701.462402
	Iteration 6Q: 3 clusters Score -1038210 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1038437.687500 Penalty: 2701.462402
	Iteration 7Q: 3 clusters Score -1038438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1038650.875000 Penalty: 2701.462402
	Iteration 8Q: 3 clusters Score -1038651 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1038824.875000 Penalty: 2701.462402
	Iteration 9Q: 3 clusters Score -1038825 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1038961.750000 Penalty: 2701.462402
	Iteration 10Q: 3 clusters Score -1038962 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1039078.500000 Penalty: 2701.462402
	Iteration 11Q: 3 clusters Score -1039078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1039185.750000 Penalty: 2701.462402
	Iteration 12Q: 3 clusters Score -1039186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1039279.125000 Penalty: 2701.462402
	Iteration 13Q: 3 clusters Score -1039279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1039394.625000 Penalty: 2701.462402
	Iteration 14Q: 3 clusters Score -1039395 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1039484.750000 Penalty: 2701.462402
	Iteration 15Q: 3 clusters Score -1039485 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1039542.312500 Penalty: 2701.462402
	Iteration 16Q: 3 clusters Score -1039542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1039593.000000 Penalty: 2701.462402
	Iteration 17Q: 3 clusters Score -1039593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1039622.937500 Penalty: 2701.462402
	Iteration 18Q: 3 clusters Score -1039623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1039652.062500 Penalty: 2701.462402
	Iteration 19Q: 3 clusters Score -1039652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1039671.937500 Penalty: 2701.462402
	Iteration 20F: 3 clusters Score -1039672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1039691.562500 Penalty: 2701.462402
	Iteration 21Q: 3 clusters Score -1039692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1039699.437500 Penalty: 2701.462402
	Iteration 22Q: 3 clusters Score -1039699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1039707.750000 Penalty: 2701.462402
	Iteration 23Q: 3 clusters Score -1039708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1039714.312500 Penalty: 2701.462402
	Iteration 24Q: 3 clusters Score -1039714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1039724.375000 Penalty: 2701.462402
	Iteration 25Q: 3 clusters Score -1039724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1039731.812500 Penalty: 2701.462402
	Iteration 26Q: 3 clusters Score -1039732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1039734.687500 Penalty: 2701.462402
	Iteration 27Q: 3 clusters Score -1039735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1039739.187500 Penalty: 2701.462402
	Iteration 28Q: 3 clusters Score -1039739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1039746.812500 Penalty: 2701.462402
	Iteration 29Q: 3 clusters Score -1039747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1039754.125000 Penalty: 2701.462402
	Iteration 30Q: 3 clusters Score -1039754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1039757.687500 Penalty: 2701.462402
	Iteration 31Q: 3 clusters Score -1039758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1039764.875000 Penalty: 2701.462402
	Iteration 32Q: 3 clusters Score -1039765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1039767.750000 Penalty: 2701.462402
	Iteration 33Q: 3 clusters Score -1039768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1039767.562500 Penalty: 2701.462402
	Iteration 34Q: 3 clusters Score -1039768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1039772.000000 Penalty: 2701.462402
	Iteration 35Q: 3 clusters Score -1039772 nChanged 6
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: -1039775.437500 Penalty: 2701.462402
	Iteration 36Q: 3 clusters Score -1039775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1039779.125000 Penalty: 2701.462402
	Iteration 37Q: 3 clusters Score -1039779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1039780.187500 Penalty: 2701.462402
	Iteration 38Q: 3 clusters Score -1039780 nChanged 2
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: -1039781.750000 Penalty: 2701.462402
	Iteration 39Q: 3 clusters Score -1039782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1039783.500000 Penalty: 2701.462402
	Iteration 40F: 3 clusters Score -1039784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27084.990234 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27084.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27309.398438 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27309.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27404.580078 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27404.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27495.792969 Penalty: 1741.615479
	Iteration 3Q: 3 clusters Score -27495.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27563.744141 Penalty: 1741.615479
	Iteration 4Q: 3 clusters Score -27563.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27620.021484 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -27620.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27650.644531 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -27650.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27655.384766 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -27655.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27656.001953 Penalty: 1741.615479
	Iteration 8F: 3 clusters Score -27656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27666.187500 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -27666.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27674.316406 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -27674.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27689.138672 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -27689.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27734.611328 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -27734.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27771.513672 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -27771.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27820.083984 Penalty: 1741.615479
	Iteration 14Q: 3 clusters Score -27820.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27836.554688 Penalty: 1741.615479
	Iteration 15Q: 3 clusters Score -27836.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27866.740234 Penalty: 1741.615479
	Iteration 16Q: 3 clusters Score -27866.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27929.066406 Penalty: 1741.615479
	Iteration 17Q: 3 clusters Score -27929.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27942.484375 Penalty: 1741.615479
	Iteration 18Q: 3 clusters Score -27942.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28001.125000 Penalty: 1741.615479
	Iteration 19Q: 3 clusters Score -28001.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28085.271484 Penalty: 1741.615479
	Iteration 20F: 3 clusters Score -28085.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28177.445312 Penalty: 1741.615479
	Iteration 21Q: 3 clusters Score -28177.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28207.164062 Penalty: 1741.615479
	Iteration 22Q: 3 clusters Score -28207.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28223.519531 Penalty: 1741.615479
	Iteration 23Q: 3 clusters Score -28223.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28228.609375 Penalty: 1741.615479
	Iteration 24Q: 3 clusters Score -28228.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28248.333984 Penalty: 1741.615479
	Iteration 25Q: 3 clusters Score -28248.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28254.777344 Penalty: 1741.615479
	Iteration 26Q: 3 clusters Score -28254.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28288.816406 Penalty: 1741.615479
	Iteration 27Q: 3 clusters Score -28288.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28292.521484 Penalty: 1741.615479
	Iteration 28Q: 3 clusters Score -28292.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28292.521484 Penalty: 1741.615479
	Iteration 29F: 3 clusters Score -28292.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65750 members 
Mstep: Class 11 contains 75369 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16558 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52244 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46566 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 191 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 157 members 
Entering Unmasked Estep 
Score: -111088664.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089520.000000 to -111088664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -288031.718750 Penalty: 1161.938965
	Iteration 0F: 2 clusters Score -288031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285887.343750 Penalty: 2323.877930
	Iteration 0F: 3 clusters Score -285887.3 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286418.000000 Penalty: 2323.877930
	Iteration 1F: 3 clusters Score -286418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -286544.281250 Penalty: 2323.877930
	Iteration 2F: 3 clusters Score -286544.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -286616.468750 Penalty: 2323.877930
	Iteration 3Q: 3 clusters Score -286616.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -286662.406250 Penalty: 2323.877930
	Iteration 4Q: 3 clusters Score -286662.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -286705.250000 Penalty: 2323.877930
	Iteration 5Q: 3 clusters Score -286705.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286736.125000 Penalty: 2323.877930
	Iteration 6Q: 3 clusters Score -286736.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -286751.218750 Penalty: 2323.877930
	Iteration 7Q: 3 clusters Score -286751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -286757.531250 Penalty: 2323.877930
	Iteration 8Q: 3 clusters Score -286757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -286764.343750 Penalty: 2323.877930
	Iteration 9Q: 3 clusters Score -286764.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286771.250000 Penalty: 2323.877930
	Iteration 10Q: 3 clusters Score -286771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286773.718750 Penalty: 2323.877930
	Iteration 11Q: 3 clusters Score -286773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286775.031250 Penalty: 2323.877930
	Iteration 12Q: 3 clusters Score -286775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286775.156250 Penalty: 2323.877930
	Iteration 13Q: 3 clusters Score -286775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286775.750000 Penalty: 2323.877930
	Iteration 14Q: 3 clusters Score -286775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286775.750000 Penalty: 2323.877930
	Iteration 15F: 3 clusters Score -286775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69343 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65750 members 
Mstep: Class 11 contains 75369 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16558 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52244 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11019 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46566 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089504.000000 Penalty: 115153.429688
Iteration 399Q: 57 clusters Score -1.110895e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20386 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17500 members 
Mstep: Class 6 contains 69338 members 
Mstep: Class 7 contains 23845 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65747 members 
Mstep: Class 11 contains 75366 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 11037 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32349 members 
Mstep: Class 19 contains 4036 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27548 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 16560 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52240 members 
Mstep: Class 31 contains 8672 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11017 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11097 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46564 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089464.000000 Penalty: 115153.429688
Iteration 400F: 57 clusters Score -1.110895e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17495 members 
Mstep: Class 6 contains 69333 members 
Mstep: Class 7 contains 23851 members 
Mstep: Class 8 contains 7403 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65747 members 
Mstep: Class 11 contains 75361 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 11036 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32352 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 27545 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16561 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21038 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52233 members 
Mstep: Class 31 contains 8673 members 
Mstep: Class 32 contains 5395 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 11015 members 
Mstep: Class 35 contains 114325 members 
Mstep: Class 36 contains 6339 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11101 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46563 members 
Mstep: Class 54 contains 8756 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089576.000000 Penalty: 115153.429688
Iteration 401Q: 57 clusters Score -1.110896e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20384 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17490 members 
Mstep: Class 6 contains 69331 members 
Mstep: Class 7 contains 23859 members 
Mstep: Class 8 contains 7410 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65744 members 
Mstep: Class 11 contains 75358 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 11033 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32354 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 27544 members 
Mstep: Class 23 contains 7578 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16565 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21037 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52230 members 
Mstep: Class 31 contains 8672 members 
Mstep: Class 32 contains 5398 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11013 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3216 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11104 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46559 members 
Mstep: Class 54 contains 8757 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089504.000000 Penalty: 115153.429688
Iteration 402Q: 57 clusters Score -1.110895e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20381 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17485 members 
Mstep: Class 6 contains 69326 members 
Mstep: Class 7 contains 23871 members 
Mstep: Class 8 contains 7411 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65743 members 
Mstep: Class 11 contains 75354 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 11033 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32356 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8142 members 
Mstep: Class 22 contains 27548 members 
Mstep: Class 23 contains 7576 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16567 members 
Mstep: Class 27 contains 13567 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52225 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5402 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11010 members 
Mstep: Class 35 contains 114317 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11109 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46555 members 
Mstep: Class 54 contains 8758 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089424.000000 Penalty: 115153.429688
Iteration 403Q: 57 clusters Score -1.110894e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20377 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17485 members 
Mstep: Class 6 contains 69324 members 
Mstep: Class 7 contains 23881 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65743 members 
Mstep: Class 11 contains 75351 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32357 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8142 members 
Mstep: Class 22 contains 27549 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16569 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52214 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5410 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11005 members 
Mstep: Class 35 contains 114316 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11114 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 43996 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5720 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46551 members 
Mstep: Class 54 contains 8760 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089568.000000 Penalty: 115153.429688
Iteration 404Q: 57 clusters Score -1.110896e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20374 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17481 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 23885 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65740 members 
Mstep: Class 11 contains 75349 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8144 members 
Mstep: Class 22 contains 27555 members 
Mstep: Class 23 contains 7572 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16573 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52205 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11002 members 
Mstep: Class 35 contains 114315 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11121 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 43996 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46549 members 
Mstep: Class 54 contains 8761 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089480.000000 Penalty: 115153.429688
Iteration 405Q: 57 clusters Score -1.110895e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17477 members 
Mstep: Class 6 contains 69317 members 
Mstep: Class 7 contains 23888 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65733 members 
Mstep: Class 11 contains 75343 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 15 contains 11038 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8144 members 
Mstep: Class 22 contains 27561 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16577 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52192 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5418 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 11000 members 
Mstep: Class 35 contains 114312 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11132 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8588 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5722 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46545 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089456.000000 Penalty: 115153.429688
Iteration 406Q: 57 clusters Score -1.110895e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20365 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17468 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23890 members 
Mstep: Class 8 contains 7422 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65727 members 
Mstep: Class 11 contains 75341 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 15 contains 11042 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8145 members 
Mstep: Class 22 contains 27567 members 
Mstep: Class 23 contains 7569 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16583 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52185 members 
Mstep: Class 31 contains 8672 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 10998 members 
Mstep: Class 35 contains 114314 members 
Mstep: Class 36 contains 6349 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11141 members 
Mstep: Class 45 contains 4251 members 
Mstep: Class 46 contains 8589 members 
Mstep: Class 47 contains 43997 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5722 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46544 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089560.000000 Penalty: 115153.429688
Iteration 407Q: 57 clusters Score -1.110896e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20364 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17462 members 
Mstep: Class 6 contains 69314 members 
Mstep: Class 7 contains 23883 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 75342 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42051 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 27566 members 
Mstep: Class 23 contains 7572 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16590 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52183 members 
Mstep: Class 31 contains 8673 members 
Mstep: Class 32 contains 5422 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 10995 members 
Mstep: Class 35 contains 114315 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3215 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11147 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 8589 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5722 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46543 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089488.000000 Penalty: 115153.429688
Iteration 408Q: 57 clusters Score -1.110895e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20365 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17454 members 
Mstep: Class 6 contains 69317 members 
Mstep: Class 7 contains 23883 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65719 members 
Mstep: Class 11 contains 75342 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42050 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 27560 members 
Mstep: Class 23 contains 7576 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16594 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52184 members 
Mstep: Class 31 contains 8672 members 
Mstep: Class 32 contains 5422 members 
Mstep: Class 33 contains 9884 members 
Mstep: Class 34 contains 10995 members 
Mstep: Class 35 contains 114316 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3216 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11151 members 
Mstep: Class 45 contains 4256 members 
Mstep: Class 46 contains 8587 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5722 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46541 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089528.000000 Penalty: 115153.429688
Iteration 409Q: 57 clusters Score -1.110895e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20363 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 69320 members 
Mstep: Class 7 contains 23888 members 
Mstep: Class 8 contains 7422 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65716 members 
Mstep: Class 11 contains 75340 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42051 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 27557 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16598 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 52181 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 9883 members 
Mstep: Class 34 contains 10993 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3217 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11156 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5723 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46541 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089600.000000 Penalty: 115153.429688
Iteration 410Q: 57 clusters Score -1.110896e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20363 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17443 members 
Mstep: Class 6 contains 69317 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65713 members 
Mstep: Class 11 contains 75342 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42050 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8147 members 
Mstep: Class 22 contains 27560 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16601 members 
Mstep: Class 27 contains 13574 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52175 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 10990 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3218 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11159 members 
Mstep: Class 45 contains 4256 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5724 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46538 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089728.000000 Penalty: 115153.429688
Iteration 411Q: 57 clusters Score -1.110897e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20359 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 23894 members 
Mstep: Class 8 contains 7419 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65709 members 
Mstep: Class 11 contains 75343 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 10603 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 4042 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8148 members 
Mstep: Class 22 contains 27562 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16605 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52173 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5422 members 
Mstep: Class 33 contains 9881 members 
Mstep: Class 34 contains 10989 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11161 members 
Mstep: Class 45 contains 4256 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43998 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 5725 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46536 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089800.000000 Penalty: 115153.429688
Iteration 412Q: 57 clusters Score -1.110898e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23896 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65707 members 
Mstep: Class 11 contains 75341 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4042 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8149 members 
Mstep: Class 22 contains 27560 members 
Mstep: Class 23 contains 7588 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16606 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52173 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 9881 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11163 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27403 members 
Mstep: Class 50 contains 5725 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46534 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089744.000000 Penalty: 115153.429688
Iteration 413Q: 57 clusters Score -1.110897e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17435 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23898 members 
Mstep: Class 8 contains 7413 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65705 members 
Mstep: Class 11 contains 75338 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42047 members 
Mstep: Class 14 contains 73024 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 10603 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 27561 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16609 members 
Mstep: Class 27 contains 13572 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52169 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 9881 members 
Mstep: Class 34 contains 10987 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8954 members 
Mstep: Class 44 contains 11166 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27403 members 
Mstep: Class 50 contains 5725 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46535 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089744.000000 Penalty: 115153.429688
Iteration 414Q: 57 clusters Score -1.110897e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20359 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17430 members 
Mstep: Class 6 contains 69319 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65707 members 
Mstep: Class 11 contains 75337 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42047 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 4044 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 27565 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16611 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52164 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5423 members 
Mstep: Class 33 contains 9880 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11168 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 8586 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27403 members 
Mstep: Class 50 contains 5725 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46535 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089704.000000 Penalty: 115153.429688
Iteration 415Q: 57 clusters Score -1.110897e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17426 members 
Mstep: Class 6 contains 69319 members 
Mstep: Class 7 contains 23909 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65708 members 
Mstep: Class 11 contains 75336 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16613 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52164 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5429 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11170 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27403 members 
Mstep: Class 50 contains 5725 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46534 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089736.000000 Penalty: 115153.429688
Iteration 416Q: 57 clusters Score -1.110897e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17425 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23918 members 
Mstep: Class 8 contains 7391 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65707 members 
Mstep: Class 11 contains 75336 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27561 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16614 members 
Mstep: Class 27 contains 13573 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52164 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5431 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11171 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27403 members 
Mstep: Class 50 contains 5726 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46534 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089752.000000 Penalty: 115153.429688
Iteration 417Q: 57 clusters Score -1.110898e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20356 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17423 members 
Mstep: Class 6 contains 69319 members 
Mstep: Class 7 contains 23924 members 
Mstep: Class 8 contains 7382 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65706 members 
Mstep: Class 11 contains 75335 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11048 members 
Mstep: Class 16 contains 10600 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27559 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16616 members 
Mstep: Class 27 contains 13572 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52159 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 5435 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10989 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11172 members 
Mstep: Class 45 contains 4258 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5726 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46533 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089728.000000 Penalty: 115153.429688
Iteration 418Q: 57 clusters Score -1.110897e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17421 members 
Mstep: Class 6 contains 69320 members 
Mstep: Class 7 contains 23927 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65706 members 
Mstep: Class 11 contains 75335 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73027 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16617 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52160 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11174 members 
Mstep: Class 45 contains 4258 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5726 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46532 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089680.000000 Penalty: 115153.429688
Iteration 419Q: 57 clusters Score -1.110897e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17421 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23930 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65706 members 
Mstep: Class 11 contains 75335 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 4050 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27544 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16617 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52158 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11175 members 
Mstep: Class 45 contains 4258 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46531 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089712.000000 Penalty: 115153.429688
Iteration 420F: 57 clusters Score -1.110897e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20356 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17421 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23934 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65705 members 
Mstep: Class 11 contains 75333 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11053 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32364 members 
Mstep: Class 19 contains 4053 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27540 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16617 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10987 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11175 members 
Mstep: Class 45 contains 4259 members 
Mstep: Class 46 contains 8581 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089728.000000 Penalty: 115153.429688
Iteration 421Q: 57 clusters Score -1.110897e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20354 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17422 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23938 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65702 members 
Mstep: Class 11 contains 75331 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11053 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27540 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16617 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52151 members 
Mstep: Class 31 contains 8667 members 
Mstep: Class 32 contains 5442 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10986 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3972 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11176 members 
Mstep: Class 45 contains 4261 members 
Mstep: Class 46 contains 8579 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089776.000000 Penalty: 115153.429688
Iteration 422Q: 57 clusters Score -1.110898e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20353 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17421 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23941 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65699 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11055 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 27546 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16619 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52149 members 
Mstep: Class 31 contains 8664 members 
Mstep: Class 32 contains 5445 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10986 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3972 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11175 members 
Mstep: Class 45 contains 4264 members 
Mstep: Class 46 contains 8579 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089792.000000 Penalty: 115153.429688
Iteration 423Q: 57 clusters Score -1.110898e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20353 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17420 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23944 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 27547 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52150 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 5446 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 10985 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3972 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11178 members 
Mstep: Class 45 contains 4267 members 
Mstep: Class 46 contains 8579 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089832.000000 Penalty: 115153.429688
Iteration 424Q: 57 clusters Score -1.110898e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20351 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17419 members 
Mstep: Class 6 contains 69322 members 
Mstep: Class 7 contains 23946 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75331 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10597 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 27551 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52152 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 5447 members 
Mstep: Class 33 contains 9878 members 
Mstep: Class 34 contains 10982 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3972 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11183 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 8578 members 
Mstep: Class 47 contains 43999 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46527 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089904.000000 Penalty: 115153.429688
Iteration 425Q: 57 clusters Score -1.110899e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20351 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 6 contains 69319 members 
Mstep: Class 7 contains 23943 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65696 members 
Mstep: Class 11 contains 75331 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10597 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8158 members 
Mstep: Class 22 contains 27553 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16622 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5444 members 
Mstep: Class 33 contains 9877 members 
Mstep: Class 34 contains 10980 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3972 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11187 members 
Mstep: Class 45 contains 4274 members 
Mstep: Class 46 contains 8577 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5727 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089784.000000 Penalty: 115153.429688
Iteration 426Q: 57 clusters Score -1.110898e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20349 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 6 contains 69319 members 
Mstep: Class 7 contains 23946 members 
Mstep: Class 8 contains 7354 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65696 members 
Mstep: Class 11 contains 75333 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11060 members 
Mstep: Class 16 contains 10597 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 27548 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16622 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5446 members 
Mstep: Class 33 contains 9877 members 
Mstep: Class 34 contains 10978 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3973 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8016 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11185 members 
Mstep: Class 45 contains 4276 members 
Mstep: Class 46 contains 8577 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5728 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46525 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089824.000000 Penalty: 115153.429688
Iteration 427Q: 57 clusters Score -1.110898e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20349 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23943 members 
Mstep: Class 8 contains 7354 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65696 members 
Mstep: Class 11 contains 75333 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11061 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 27547 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16620 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52152 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 5447 members 
Mstep: Class 33 contains 9877 members 
Mstep: Class 34 contains 10975 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11185 members 
Mstep: Class 45 contains 4276 members 
Mstep: Class 46 contains 8580 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5728 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089864.000000 Penalty: 115153.429688
Iteration 428Q: 57 clusters Score -1.110899e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20346 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17416 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23944 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75333 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11061 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 27546 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52151 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 5448 members 
Mstep: Class 33 contains 9877 members 
Mstep: Class 34 contains 10972 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11185 members 
Mstep: Class 45 contains 4278 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5728 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089832.000000 Penalty: 115153.429688
Iteration 429Q: 57 clusters Score -1.110898e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20344 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17416 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23945 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75332 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11061 members 
Mstep: Class 16 contains 10601 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 21 contains 8159 members 
Mstep: Class 22 contains 27547 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52151 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 5449 members 
Mstep: Class 33 contains 9876 members 
Mstep: Class 34 contains 10970 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11185 members 
Mstep: Class 45 contains 4281 members 
Mstep: Class 46 contains 8582 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5728 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089896.000000 Penalty: 115153.429688
Iteration 430Q: 57 clusters Score -1.110899e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20341 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17416 members 
Mstep: Class 6 contains 69317 members 
Mstep: Class 7 contains 23943 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65693 members 
Mstep: Class 11 contains 75331 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10601 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8159 members 
Mstep: Class 22 contains 27548 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52150 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 5451 members 
Mstep: Class 33 contains 9875 members 
Mstep: Class 34 contains 10969 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11185 members 
Mstep: Class 45 contains 4283 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5729 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089832.000000 Penalty: 115153.429688
Iteration 431Q: 57 clusters Score -1.110898e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17415 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 23944 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75331 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10603 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8162 members 
Mstep: Class 22 contains 27546 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52148 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 5451 members 
Mstep: Class 33 contains 9873 members 
Mstep: Class 34 contains 10969 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11185 members 
Mstep: Class 45 contains 4287 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089776.000000 Penalty: 115153.429688
Iteration 432Q: 57 clusters Score -1.110898e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17413 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 23947 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8163 members 
Mstep: Class 22 contains 27546 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16622 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52147 members 
Mstep: Class 31 contains 8644 members 
Mstep: Class 32 contains 5453 members 
Mstep: Class 33 contains 9872 members 
Mstep: Class 34 contains 10969 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11186 members 
Mstep: Class 45 contains 4291 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46526 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089776.000000 Penalty: 115153.429688
Iteration 433Q: 57 clusters Score -1.110898e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23948 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8164 members 
Mstep: Class 22 contains 27543 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16622 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 5455 members 
Mstep: Class 33 contains 9872 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11187 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 8583 members 
Mstep: Class 47 contains 44000 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46527 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089776.000000 Penalty: 115153.429688
Iteration 434Q: 57 clusters Score -1.110898e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20333 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 69318 members 
Mstep: Class 7 contains 23951 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10609 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27542 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16623 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52147 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 5456 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11187 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27404 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46527 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089840.000000 Penalty: 115153.429688
Iteration 435Q: 57 clusters Score -1.110898e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17408 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 23959 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10610 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27543 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16624 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52148 members 
Mstep: Class 31 contains 8635 members 
Mstep: Class 32 contains 5458 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11187 members 
Mstep: Class 45 contains 4296 members 
Mstep: Class 46 contains 8584 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46527 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089864.000000 Penalty: 115153.429688
Iteration 436Q: 57 clusters Score -1.110899e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69316 members 
Mstep: Class 7 contains 23961 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10613 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27543 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52147 members 
Mstep: Class 31 contains 8631 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11187 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46527 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089792.000000 Penalty: 115153.429688
Iteration 437Q: 57 clusters Score -1.110898e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23965 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6257 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27541 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16624 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52147 members 
Mstep: Class 31 contains 8624 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11188 members 
Mstep: Class 45 contains 4298 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089824.000000 Penalty: 115153.429688
Iteration 438Q: 57 clusters Score -1.110898e+08 nChanged 19
Entering ConstructFrom: 
Score: -111089824.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46810.925781 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46810.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47009.820312 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -47009.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47144.707031 Penalty: 1823.356323
	Iteration 2F: 3 clusters Score -47144.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47246.027344 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47246.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47316.597656 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -47316.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47340.601562 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47344.277344 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47344.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47344.277344 Penalty: 1823.356323
	Iteration 7F: 3 clusters Score -47344.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -347625.625000 Penalty: 1201.229614
	Iteration 0F: 2 clusters Score -347625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345027.875000 Penalty: 2402.459229
	Iteration 0F: 3 clusters Score -345027.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -345734.250000 Penalty: 2402.459229
	Iteration 1F: 3 clusters Score -345734.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -345922.281250 Penalty: 2402.459229
	Iteration 2F: 3 clusters Score -345922.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -346018.062500 Penalty: 2402.459229
	Iteration 3Q: 3 clusters Score -346018.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -346102.406250 Penalty: 2402.459229
	Iteration 4Q: 3 clusters Score -346102.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -346163.437500 Penalty: 2402.459229
	Iteration 5Q: 3 clusters Score -346163.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -346225.843750 Penalty: 2402.459229
	Iteration 6Q: 3 clusters Score -346225.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -346281.156250 Penalty: 2402.459229
	Iteration 7Q: 3 clusters Score -346281.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -346324.812500 Penalty: 2402.459229
	Iteration 8Q: 3 clusters Score -346324.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -346374.062500 Penalty: 2402.459229
	Iteration 9Q: 3 clusters Score -346374.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -346418.375000 Penalty: 2402.459229
	Iteration 10Q: 3 clusters Score -346418.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -346454.812500 Penalty: 2402.459229
	Iteration 11Q: 3 clusters Score -346454.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -346486.312500 Penalty: 2402.459229
	Iteration 12Q: 3 clusters Score -346486.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -346516.468750 Penalty: 2402.459229
	Iteration 13Q: 3 clusters Score -346516.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -346547.843750 Penalty: 2402.459229
	Iteration 14Q: 3 clusters Score -346547.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -346587.218750 Penalty: 2402.459229
	Iteration 15Q: 3 clusters Score -346587.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -346629.562500 Penalty: 2402.459229
	Iteration 16Q: 3 clusters Score -346629.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -346664.375000 Penalty: 2402.459229
	Iteration 17Q: 3 clusters Score -346664.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -346685.218750 Penalty: 2402.459229
	Iteration 18Q: 3 clusters Score -346685.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -346704.375000 Penalty: 2402.459229
	Iteration 19Q: 3 clusters Score -346704.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -346720.937500 Penalty: 2402.459229
	Iteration 20F: 3 clusters Score -346720.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -346745.406250 Penalty: 2402.459229
	Iteration 21Q: 3 clusters Score -346745.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -346771.437500 Penalty: 2402.459229
	Iteration 22Q: 3 clusters Score -346771.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -346800.312500 Penalty: 2402.459229
	Iteration 23Q: 3 clusters Score -346800.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -346835.187500 Penalty: 2402.459229
	Iteration 24Q: 3 clusters Score -346835.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -346856.718750 Penalty: 2402.459229
	Iteration 25Q: 3 clusters Score -346856.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -346870.000000 Penalty: 2402.459229
	Iteration 26Q: 3 clusters Score -346870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -346881.968750 Penalty: 2402.459229
	Iteration 27Q: 3 clusters Score -346882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -346888.843750 Penalty: 2402.459229
	Iteration 28Q: 3 clusters Score -346888.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -346897.500000 Penalty: 2402.459229
	Iteration 29Q: 3 clusters Score -346897.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346903.906250 Penalty: 2402.459229
	Iteration 30Q: 3 clusters Score -346903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -346908.343750 Penalty: 2402.459229
	Iteration 31Q: 3 clusters Score -346908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -346911.781250 Penalty: 2402.459229
	Iteration 32Q: 3 clusters Score -346911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -346917.250000 Penalty: 2402.459229
	Iteration 33Q: 3 clusters Score -346917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -346921.937500 Penalty: 2402.459229
	Iteration 34Q: 3 clusters Score -346921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -346927.781250 Penalty: 2402.459229
	Iteration 35Q: 3 clusters Score -346927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -346932.656250 Penalty: 2402.459229
	Iteration 36Q: 3 clusters Score -346932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -346935.375000 Penalty: 2402.459229
	Iteration 37Q: 3 clusters Score -346935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -346936.718750 Penalty: 2402.459229
	Iteration 38Q: 3 clusters Score -346936.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -346938.656250 Penalty: 2402.459229
	Iteration 39Q: 3 clusters Score -346938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -346941.593750 Penalty: 2402.459229
	Iteration 40F: 3 clusters Score -346941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -346943.875000 Penalty: 2402.459229
	Iteration 41Q: 3 clusters Score -346943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -346945.843750 Penalty: 2402.459229
	Iteration 42Q: 3 clusters Score -346945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -346946.531250 Penalty: 2402.459229
	Iteration 43Q: 3 clusters Score -346946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -346946.531250 Penalty: 2402.459229
	Iteration 44F: 3 clusters Score -346946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Entering Unmasked Estep 
Score: -2299359.000000 Penalty: 1476.066772
	Iteration 0F: 2 clusters Score -2299359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2286016.500000 Penalty: 2952.133545
	Iteration 0F: 3 clusters Score -2286016 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2290843.500000 Penalty: 2952.133545
	Iteration 1F: 3 clusters Score -2290844 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2291271.750000 Penalty: 2952.133545
	Iteration 2F: 3 clusters Score -2291272 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2291722.250000 Penalty: 2952.133545
	Iteration 3Q: 3 clusters Score -2291722 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2292208.250000 Penalty: 2952.133545
	Iteration 4Q: 3 clusters Score -2292208 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2292834.500000 Penalty: 2952.133545
	Iteration 5F: 3 clusters Score -2292834 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2293563.250000 Penalty: 2952.133545
	Iteration 6F: 3 clusters Score -2293563 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2294464.500000 Penalty: 2952.133545
	Iteration 7F: 3 clusters Score -2294464 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2295462.500000 Penalty: 2952.133545
	Iteration 8F: 3 clusters Score -2295462 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2296425.750000 Penalty: 2952.133545
	Iteration 9F: 3 clusters Score -2296426 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2297142.250000 Penalty: 2952.133545
	Iteration 10Q: 3 clusters Score -2297142 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2297543.250000 Penalty: 2952.133545
	Iteration 11Q: 3 clusters Score -2297543 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2297790.250000 Penalty: 2952.133545
	Iteration 12Q: 3 clusters Score -2297790 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2297937.750000 Penalty: 2952.133545
	Iteration 13Q: 3 clusters Score -2297938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2298018.000000 Penalty: 2952.133545
	Iteration 14Q: 3 clusters Score -2298018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2298070.750000 Penalty: 2952.133545
	Iteration 15Q: 3 clusters Score -2298071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2298119.500000 Penalty: 2952.133545
	Iteration 16Q: 3 clusters Score -2298120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2298149.750000 Penalty: 2952.133545
	Iteration 17Q: 3 clusters Score -2298150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2298168.500000 Penalty: 2952.133545
	Iteration 18Q: 3 clusters Score -2298168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2298177.750000 Penalty: 2952.133545
	Iteration 19Q: 3 clusters Score -2298178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2298184.000000 Penalty: 2952.133545
	Iteration 20F: 3 clusters Score -2298184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2298199.000000 Penalty: 2952.133545
	Iteration 21Q: 3 clusters Score -2298199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2298213.250000 Penalty: 2952.133545
	Iteration 22Q: 3 clusters Score -2298213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2298225.250000 Penalty: 2952.133545
	Iteration 23Q: 3 clusters Score -2298225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2298225.750000 Penalty: 2952.133545
	Iteration 24Q: 3 clusters Score -2298226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2298227.500000 Penalty: 2952.133545
	Iteration 25Q: 3 clusters Score -2298228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2298230.500000 Penalty: 2952.133545
	Iteration 26Q: 3 clusters Score -2298230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2298230.500000 Penalty: 2952.133545
	Iteration 27F: 3 clusters Score -2298230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -621057.000000 Penalty: 1288.154907
	Iteration 0F: 2 clusters Score -621057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -616911.750000 Penalty: 2576.309814
	Iteration 0F: 3 clusters Score -616911.8 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -618126.125000 Penalty: 2576.309814
	Iteration 1F: 3 clusters Score -618126.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -618352.937500 Penalty: 2576.309814
	Iteration 2F: 3 clusters Score -618352.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -618490.312500 Penalty: 2576.309814
	Iteration 3Q: 3 clusters Score -618490.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -618592.187500 Penalty: 2576.309814
	Iteration 4Q: 3 clusters Score -618592.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -618667.750000 Penalty: 2576.309814
	Iteration 5Q: 3 clusters Score -618667.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -618739.312500 Penalty: 2576.309814
	Iteration 6Q: 3 clusters Score -618739.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -618814.812500 Penalty: 2576.309814
	Iteration 7Q: 3 clusters Score -618814.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -618880.000000 Penalty: 2576.309814
	Iteration 8Q: 3 clusters Score -618880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -618933.875000 Penalty: 2576.309814
	Iteration 9Q: 3 clusters Score -618933.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -618975.562500 Penalty: 2576.309814
	Iteration 10Q: 3 clusters Score -618975.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -619014.125000 Penalty: 2576.309814
	Iteration 11Q: 3 clusters Score -619014.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -619051.062500 Penalty: 2576.309814
	Iteration 12Q: 3 clusters Score -619051.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -619085.437500 Penalty: 2576.309814
	Iteration 13Q: 3 clusters Score -619085.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -619113.375000 Penalty: 2576.309814
	Iteration 14Q: 3 clusters Score -619113.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -619142.687500 Penalty: 2576.309814
	Iteration 15Q: 3 clusters Score -619142.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -619172.812500 Penalty: 2576.309814
	Iteration 16Q: 3 clusters Score -619172.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -619211.187500 Penalty: 2576.309814
	Iteration 17Q: 3 clusters Score -619211.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -619264.062500 Penalty: 2576.309814
	Iteration 18Q: 3 clusters Score -619264.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -619306.125000 Penalty: 2576.309814
	Iteration 19Q: 3 clusters Score -619306.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -619346.000000 Penalty: 2576.309814
	Iteration 20F: 3 clusters Score -619346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -619392.187500 Penalty: 2576.309814
	Iteration 21Q: 3 clusters Score -619392.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -619428.250000 Penalty: 2576.309814
	Iteration 22Q: 3 clusters Score -619428.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -619456.937500 Penalty: 2576.309814
	Iteration 23Q: 3 clusters Score -619456.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -619493.500000 Penalty: 2576.309814
	Iteration 24Q: 3 clusters Score -619493.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -619527.000000 Penalty: 2576.309814
	Iteration 25Q: 3 clusters Score -619527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -619564.250000 Penalty: 2576.309814
	Iteration 26Q: 3 clusters Score -619564.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -619592.437500 Penalty: 2576.309814
	Iteration 27Q: 3 clusters Score -619592.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -619620.000000 Penalty: 2576.309814
	Iteration 28Q: 3 clusters Score -619620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -619641.250000 Penalty: 2576.309814
	Iteration 29Q: 3 clusters Score -619641.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -619660.687500 Penalty: 2576.309814
	Iteration 30Q: 3 clusters Score -619660.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -619676.000000 Penalty: 2576.309814
	Iteration 31Q: 3 clusters Score -619676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -619697.500000 Penalty: 2576.309814
	Iteration 32Q: 3 clusters Score -619697.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -619715.125000 Penalty: 2576.309814
	Iteration 33Q: 3 clusters Score -619715.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -619731.625000 Penalty: 2576.309814
	Iteration 34Q: 3 clusters Score -619731.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -619749.750000 Penalty: 2576.309814
	Iteration 35Q: 3 clusters Score -619749.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -619764.875000 Penalty: 2576.309814
	Iteration 36Q: 3 clusters Score -619764.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -619777.562500 Penalty: 2576.309814
	Iteration 37Q: 3 clusters Score -619777.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -619790.500000 Penalty: 2576.309814
	Iteration 38Q: 3 clusters Score -619790.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -619799.562500 Penalty: 2576.309814
	Iteration 39Q: 3 clusters Score -619799.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -619810.937500 Penalty: 2576.309814
	Iteration 40F: 3 clusters Score -619810.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -619822.250000 Penalty: 2576.309814
	Iteration 41Q: 3 clusters Score -619822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -619830.812500 Penalty: 2576.309814
	Iteration 42Q: 3 clusters Score -619830.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -619840.750000 Penalty: 2576.309814
	Iteration 43Q: 3 clusters Score -619840.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -619848.250000 Penalty: 2576.309814
	Iteration 44Q: 3 clusters Score -619848.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -619858.375000 Penalty: 2576.309814
	Iteration 45Q: 3 clusters Score -619858.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -619869.437500 Penalty: 2576.309814
	Iteration 46Q: 3 clusters Score -619869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -619878.687500 Penalty: 2576.309814
	Iteration 47Q: 3 clusters Score -619878.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -619888.000000 Penalty: 2576.309814
	Iteration 48Q: 3 clusters Score -619888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -619906.062500 Penalty: 2576.309814
	Iteration 49Q: 3 clusters Score -619906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -619925.937500 Penalty: 2576.309814
	Iteration 50Q: 3 clusters Score -619925.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -619937.187500 Penalty: 2576.309814
	Iteration 51Q: 3 clusters Score -619937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -619948.375000 Penalty: 2576.309814
	Iteration 52Q: 3 clusters Score -619948.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -619958.187500 Penalty: 2576.309814
	Iteration 53Q: 3 clusters Score -619958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -619962.875000 Penalty: 2576.309814
	Iteration 54Q: 3 clusters Score -619962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -619967.187500 Penalty: 2576.309814
	Iteration 55Q: 3 clusters Score -619967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -619971.687500 Penalty: 2576.309814
	Iteration 56Q: 3 clusters Score -619971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -619975.000000 Penalty: 2576.309814
	Iteration 57Q: 3 clusters Score -619975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -619976.812500 Penalty: 2576.309814
	Iteration 58Q: 3 clusters Score -619976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -619979.125000 Penalty: 2576.309814
	Iteration 59Q: 3 clusters Score -619979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -619981.437500 Penalty: 2576.309814
	Iteration 60F: 3 clusters Score -619981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -619985.062500 Penalty: 2576.309814
	Iteration 61Q: 3 clusters Score -619985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -619988.062500 Penalty: 2576.309814
	Iteration 62Q: 3 clusters Score -619988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -619992.187500 Penalty: 2576.309814
	Iteration 63Q: 3 clusters Score -619992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -619996.500000 Penalty: 2576.309814
	Iteration 64Q: 3 clusters Score -619996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -619999.187500 Penalty: 2576.309814
	Iteration 65Q: 3 clusters Score -619999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -620003.437500 Penalty: 2576.309814
	Iteration 66Q: 3 clusters Score -620003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -620007.250000 Penalty: 2576.309814
	Iteration 67Q: 3 clusters Score -620007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -620011.125000 Penalty: 2576.309814
	Iteration 68Q: 3 clusters Score -620011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -620014.000000 Penalty: 2576.309814
	Iteration 69Q: 3 clusters Score -620014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -620016.125000 Penalty: 2576.309814
	Iteration 70Q: 3 clusters Score -620016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -620019.500000 Penalty: 2576.309814
	Iteration 71Q: 3 clusters Score -620019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -620020.500000 Penalty: 2576.309814
	Iteration 72Q: 3 clusters Score -620020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -620022.000000 Penalty: 2576.309814
	Iteration 73Q: 3 clusters Score -620022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -620022.562500 Penalty: 2576.309814
	Iteration 74Q: 3 clusters Score -620022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -620023.187500 Penalty: 2576.309814
	Iteration 75Q: 3 clusters Score -620023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -620023.187500 Penalty: 2576.309814
	Iteration 76F: 3 clusters Score -620023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Entering Unmasked Estep 
Score: -1867018.000000 Penalty: 1452.976562
	Iteration 0F: 2 clusters Score -1867018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1855562.250000 Penalty: 2905.953125
	Iteration 0F: 3 clusters Score -1855562 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1859647.375000 Penalty: 2905.953125
	Iteration 1F: 3 clusters Score -1859647 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1860092.625000 Penalty: 2905.953125
	Iteration 2F: 3 clusters Score -1860093 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1860603.125000 Penalty: 2905.953125
	Iteration 3F: 3 clusters Score -1860603 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1861274.000000 Penalty: 2905.953125
	Iteration 4F: 3 clusters Score -1861274 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1862119.750000 Penalty: 2905.953125
	Iteration 5F: 3 clusters Score -1862120 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1863063.125000 Penalty: 2905.953125
	Iteration 6F: 3 clusters Score -1863063 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1864012.875000 Penalty: 2905.953125
	Iteration 7F: 3 clusters Score -1864013 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1864919.250000 Penalty: 2905.953125
	Iteration 8F: 3 clusters Score -1864919 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1865591.125000 Penalty: 2905.953125
	Iteration 9Q: 3 clusters Score -1865591 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1866006.625000 Penalty: 2905.953125
	Iteration 10Q: 3 clusters Score -1866007 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1866255.500000 Penalty: 2905.953125
	Iteration 11Q: 3 clusters Score -1866256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1866419.500000 Penalty: 2905.953125
	Iteration 12Q: 3 clusters Score -1866420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1866531.250000 Penalty: 2905.953125
	Iteration 13Q: 3 clusters Score -1866531 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1866601.000000 Penalty: 2905.953125
	Iteration 14Q: 3 clusters Score -1866601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1866662.375000 Penalty: 2905.953125
	Iteration 15Q: 3 clusters Score -1866662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1866696.875000 Penalty: 2905.953125
	Iteration 16Q: 3 clusters Score -1866697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1866729.750000 Penalty: 2905.953125
	Iteration 17Q: 3 clusters Score -1866730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1866744.750000 Penalty: 2905.953125
	Iteration 18Q: 3 clusters Score -1866745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1866752.500000 Penalty: 2905.953125
	Iteration 19Q: 3 clusters Score -1866752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1866758.250000 Penalty: 2905.953125
	Iteration 20F: 3 clusters Score -1866758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1866761.875000 Penalty: 2905.953125
	Iteration 21Q: 3 clusters Score -1866762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1866768.125000 Penalty: 2905.953125
	Iteration 22Q: 3 clusters Score -1866768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1866772.750000 Penalty: 2905.953125
	Iteration 23Q: 3 clusters Score -1866773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1866776.875000 Penalty: 2905.953125
	Iteration 24Q: 3 clusters Score -1866777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1866778.250000 Penalty: 2905.953125
	Iteration 25Q: 3 clusters Score -1866778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1866781.500000 Penalty: 2905.953125
	Iteration 26Q: 3 clusters Score -1866782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1866786.250000 Penalty: 2905.953125
	Iteration 27Q: 3 clusters Score -1866786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1866790.500000 Penalty: 2905.953125
	Iteration 28Q: 3 clusters Score -1866790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1866795.625000 Penalty: 2905.953125
	Iteration 29Q: 3 clusters Score -1866796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1866797.250000 Penalty: 2905.953125
	Iteration 30Q: 3 clusters Score -1866797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1866798.625000 Penalty: 2905.953125
	Iteration 31Q: 3 clusters Score -1866799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1866798.625000 Penalty: 2905.953125
	Iteration 32F: 3 clusters Score -1866799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Entering Unmasked Estep 
Score: -7909743.000000 Penalty: 1658.586792
	Iteration 0F: 2 clusters Score -7909743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -7864780.000000 Penalty: 3317.173584
	Iteration 0F: 3 clusters Score -7864780 nChanged 32443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -7882858.500000 Penalty: 3317.173584
	Iteration 1F: 3 clusters Score -7882858 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -7883464.000000 Penalty: 3317.173584
	Iteration 2Q: 3 clusters Score -7883464 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -7883996.000000 Penalty: 3317.173584
	Iteration 3Q: 3 clusters Score -7883996 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -7884702.000000 Penalty: 3317.173584
	Iteration 4Q: 3 clusters Score -7884702 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -7885463.000000 Penalty: 3317.173584
	Iteration 5Q: 3 clusters Score -7885463 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -7886433.000000 Penalty: 3317.173584
	Iteration 6Q: 3 clusters Score -7886433 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7887676.000000 Penalty: 3317.173584
	Iteration 7Q: 3 clusters Score -7887676 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7889138.000000 Penalty: 3317.173584
	Iteration 8Q: 3 clusters Score -7889138 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -7891191.500000 Penalty: 3317.173584
	Iteration 9F: 3 clusters Score -7891192 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -7893806.000000 Penalty: 3317.173584
	Iteration 10F: 3 clusters Score -7893806 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -7896844.000000 Penalty: 3317.173584
	Iteration 11F: 3 clusters Score -7896844 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -7899656.500000 Penalty: 3317.173584
	Iteration 12F: 3 clusters Score -7899656 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -7901806.000000 Penalty: 3317.173584
	Iteration 13Q: 3 clusters Score -7901806 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -7903184.500000 Penalty: 3317.173584
	Iteration 14Q: 3 clusters Score -7903184 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -7904141.000000 Penalty: 3317.173584
	Iteration 15Q: 3 clusters Score -7904141 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7904819.000000 Penalty: 3317.173584
	Iteration 16Q: 3 clusters Score -7904819 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -7905436.000000 Penalty: 3317.173584
	Iteration 17Q: 3 clusters Score -7905436 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -7905954.500000 Penalty: 3317.173584
	Iteration 18Q: 3 clusters Score -7905954 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -7906390.000000 Penalty: 3317.173584
	Iteration 19Q: 3 clusters Score -7906390 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -7906818.000000 Penalty: 3317.173584
	Iteration 20F: 3 clusters Score -7906818 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -7907115.500000 Penalty: 3317.173584
	Iteration 21Q: 3 clusters Score -7907116 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -7907335.500000 Penalty: 3317.173584
	Iteration 22Q: 3 clusters Score -7907336 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -7907554.500000 Penalty: 3317.173584
	Iteration 23Q: 3 clusters Score -7907554 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -7907721.500000 Penalty: 3317.173584
	Iteration 24Q: 3 clusters Score -7907722 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -7907909.000000 Penalty: 3317.173584
	Iteration 25Q: 3 clusters Score -7907909 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -7908019.000000 Penalty: 3317.173584
	Iteration 26Q: 3 clusters Score -7908019 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -7908131.500000 Penalty: 3317.173584
	Iteration 27Q: 3 clusters Score -7908132 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -7908227.500000 Penalty: 3317.173584
	Iteration 28Q: 3 clusters Score -7908228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -7908325.000000 Penalty: 3317.173584
	Iteration 29Q: 3 clusters Score -7908325 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -7908392.500000 Penalty: 3317.173584
	Iteration 30Q: 3 clusters Score -7908392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -7908423.500000 Penalty: 3317.173584
	Iteration 31Q: 3 clusters Score -7908424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -7908450.000000 Penalty: 3317.173584
	Iteration 32Q: 3 clusters Score -7908450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -7908497.500000 Penalty: 3317.173584
	Iteration 33Q: 3 clusters Score -7908498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -7908540.500000 Penalty: 3317.173584
	Iteration 34Q: 3 clusters Score -7908540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -7908573.000000 Penalty: 3317.173584
	Iteration 35Q: 3 clusters Score -7908573 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -7908602.500000 Penalty: 3317.173584
	Iteration 36Q: 3 clusters Score -7908602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -7908639.000000 Penalty: 3317.173584
	Iteration 37Q: 3 clusters Score -7908639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -7908685.000000 Penalty: 3317.173584
	Iteration 38Q: 3 clusters Score -7908685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -7908699.000000 Penalty: 3317.173584
	Iteration 39Q: 3 clusters Score -7908699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -7908710.500000 Penalty: 3317.173584
	Iteration 40F: 3 clusters Score -7908710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -7908723.500000 Penalty: 3317.173584
	Iteration 41Q: 3 clusters Score -7908724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -7908750.000000 Penalty: 3317.173584
	Iteration 42Q: 3 clusters Score -7908750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -7908769.000000 Penalty: 3317.173584
	Iteration 43Q: 3 clusters Score -7908769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -7908776.000000 Penalty: 3317.173584
	Iteration 44Q: 3 clusters Score -7908776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -7908784.500000 Penalty: 3317.173584
	Iteration 45Q: 3 clusters Score -7908784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -7908791.500000 Penalty: 3317.173584
	Iteration 46Q: 3 clusters Score -7908792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -7908818.000000 Penalty: 3317.173584
	Iteration 47Q: 3 clusters Score -7908818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -7908825.500000 Penalty: 3317.173584
	Iteration 48Q: 3 clusters Score -7908826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -7908826.500000 Penalty: 3317.173584
	Iteration 49Q: 3 clusters Score -7908826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -7908839.500000 Penalty: 3317.173584
	Iteration 50Q: 3 clusters Score -7908840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -7908847.500000 Penalty: 3317.173584
	Iteration 51Q: 3 clusters Score -7908848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -7908858.500000 Penalty: 3317.173584
	Iteration 52Q: 3 clusters Score -7908858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -7908859.500000 Penalty: 3317.173584
	Iteration 53Q: 3 clusters Score -7908860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -7908861.000000 Penalty: 3317.173584
	Iteration 54Q: 3 clusters Score -7908861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -7908875.000000 Penalty: 3317.173584
	Iteration 55Q: 3 clusters Score -7908875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -7908874.000000 Penalty: 3317.173584
	Iteration 56Q: 3 clusters Score -7908874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -7908872.000000 Penalty: 3317.173584
	Iteration 57Q: 3 clusters Score -7908872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -7908883.000000 Penalty: 3317.173584
	Iteration 58Q: 3 clusters Score -7908883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -7908885.500000 Penalty: 3317.173584
	Iteration 59Q: 3 clusters Score -7908886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -7908881.000000 Penalty: 3317.173584
	Iteration 60F: 3 clusters Score -7908881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -7908896.000000 Penalty: 3317.173584
	Iteration 61Q: 3 clusters Score -7908896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -7908908.000000 Penalty: 3317.173584
	Iteration 62Q: 3 clusters Score -7908908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -7908912.500000 Penalty: 3317.173584
	Iteration 63Q: 3 clusters Score -7908912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -7908908.000000 Penalty: 3317.173584
	Iteration 64Q: 3 clusters Score -7908908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -7908902.500000 Penalty: 3317.173584
	Iteration 65Q: 3 clusters Score -7908902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -7908912.000000 Penalty: 3317.173584
	Iteration 66Q: 3 clusters Score -7908912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -7908912.500000 Penalty: 3317.173584
	Iteration 67Q: 3 clusters Score -7908912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -7908910.000000 Penalty: 3317.173584
	Iteration 68Q: 3 clusters Score -7908910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -7908913.500000 Penalty: 3317.173584
	Iteration 69Q: 3 clusters Score -7908914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -7908910.000000 Penalty: 3317.173584
	Iteration 70Q: 3 clusters Score -7908910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -7908908.000000 Penalty: 3317.173584
	Iteration 71Q: 3 clusters Score -7908908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -7908908.000000 Penalty: 3317.173584
	Iteration 72F: 3 clusters Score -7908908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Entering Unmasked Estep 
Score: -2654718.750000 Penalty: 1500.545044
	Iteration 0F: 2 clusters Score -2654719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2639225.250000 Penalty: 3001.090088
	Iteration 0F: 3 clusters Score -2639225 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2645193.250000 Penalty: 3001.090088
	Iteration 1F: 3 clusters Score -2645193 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2646017.250000 Penalty: 3001.090088
	Iteration 2F: 3 clusters Score -2646017 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2646977.750000 Penalty: 3001.090088
	Iteration 3F: 3 clusters Score -2646978 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2647911.000000 Penalty: 3001.090088
	Iteration 4F: 3 clusters Score -2647911 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2649010.500000 Penalty: 3001.090088
	Iteration 5F: 3 clusters Score -2649010 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2650106.750000 Penalty: 3001.090088
	Iteration 6F: 3 clusters Score -2650107 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2650959.500000 Penalty: 3001.090088
	Iteration 7F: 3 clusters Score -2650960 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2651591.750000 Penalty: 3001.090088
	Iteration 8Q: 3 clusters Score -2651592 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2652098.500000 Penalty: 3001.090088
	Iteration 9Q: 3 clusters Score -2652098 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2652491.750000 Penalty: 3001.090088
	Iteration 10Q: 3 clusters Score -2652492 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2652809.750000 Penalty: 3001.090088
	Iteration 11Q: 3 clusters Score -2652810 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2653079.750000 Penalty: 3001.090088
	Iteration 12Q: 3 clusters Score -2653080 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2653329.250000 Penalty: 3001.090088
	Iteration 13Q: 3 clusters Score -2653329 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2653589.250000 Penalty: 3001.090088
	Iteration 14Q: 3 clusters Score -2653589 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2653814.000000 Penalty: 3001.090088
	Iteration 15Q: 3 clusters Score -2653814 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2654003.250000 Penalty: 3001.090088
	Iteration 16Q: 3 clusters Score -2654003 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2654166.000000 Penalty: 3001.090088
	Iteration 17Q: 3 clusters Score -2654166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2654281.250000 Penalty: 3001.090088
	Iteration 18Q: 3 clusters Score -2654281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2654362.000000 Penalty: 3001.090088
	Iteration 19Q: 3 clusters Score -2654362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2654433.750000 Penalty: 3001.090088
	Iteration 20F: 3 clusters Score -2654434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2654475.250000 Penalty: 3001.090088
	Iteration 21Q: 3 clusters Score -2654475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2654509.250000 Penalty: 3001.090088
	Iteration 22Q: 3 clusters Score -2654509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2654541.250000 Penalty: 3001.090088
	Iteration 23Q: 3 clusters Score -2654541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2654561.000000 Penalty: 3001.090088
	Iteration 24Q: 3 clusters Score -2654561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2654578.750000 Penalty: 3001.090088
	Iteration 25Q: 3 clusters Score -2654579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2654581.750000 Penalty: 3001.090088
	Iteration 26Q: 3 clusters Score -2654582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2654591.500000 Penalty: 3001.090088
	Iteration 27Q: 3 clusters Score -2654592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2654607.500000 Penalty: 3001.090088
	Iteration 28Q: 3 clusters Score -2654608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2654619.750000 Penalty: 3001.090088
	Iteration 29Q: 3 clusters Score -2654620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2654644.250000 Penalty: 3001.090088
	Iteration 30Q: 3 clusters Score -2654644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2654673.750000 Penalty: 3001.090088
	Iteration 31Q: 3 clusters Score -2654674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2654686.750000 Penalty: 3001.090088
	Iteration 32Q: 3 clusters Score -2654687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2654716.250000 Penalty: 3001.090088
	Iteration 33Q: 3 clusters Score -2654716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2654744.000000 Penalty: 3001.090088
	Iteration 34Q: 3 clusters Score -2654744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2654777.750000 Penalty: 3001.090088
	Iteration 35Q: 3 clusters Score -2654778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2654834.000000 Penalty: 3001.090088
	Iteration 36Q: 3 clusters Score -2654834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2654915.750000 Penalty: 3001.090088
	Iteration 37Q: 3 clusters Score -2654916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2654985.500000 Penalty: 3001.090088
	Iteration 38Q: 3 clusters Score -2654986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2655023.750000 Penalty: 3001.090088
	Iteration 39Q: 3 clusters Score -2655024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2655046.000000 Penalty: 3001.090088
	Iteration 40F: 3 clusters Score -2655046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2655063.500000 Penalty: 3001.090088
	Iteration 41Q: 3 clusters Score -2655064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2655076.250000 Penalty: 3001.090088
	Iteration 42Q: 3 clusters Score -2655076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2655092.000000 Penalty: 3001.090088
	Iteration 43Q: 3 clusters Score -2655092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2655105.750000 Penalty: 3001.090088
	Iteration 44Q: 3 clusters Score -2655106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2655122.000000 Penalty: 3001.090088
	Iteration 45Q: 3 clusters Score -2655122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2655120.750000 Penalty: 3001.090088
	Iteration 46Q: 3 clusters Score -2655121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2655125.000000 Penalty: 3001.090088
	Iteration 47Q: 3 clusters Score -2655125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2655126.750000 Penalty: 3001.090088
	Iteration 48Q: 3 clusters Score -2655127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2655125.250000 Penalty: 3001.090088
	Iteration 49Q: 3 clusters Score -2655125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2655122.000000 Penalty: 3001.090088
	Iteration 50Q: 3 clusters Score -2655122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2655123.750000 Penalty: 3001.090088
	Iteration 51Q: 3 clusters Score -2655124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2655125.250000 Penalty: 3001.090088
	Iteration 52Q: 3 clusters Score -2655125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2655125.250000 Penalty: 3001.090088
	Iteration 53F: 3 clusters Score -2655125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 22439 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 1525 members 
Entering Unmasked Estep 
Score: -111089368.000000 Penalty: 117209.742188
Splitting cluster 7 changes total score from -111089824.000000 to -111089368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -804047.375000 Penalty: 1324.503174
	Iteration 0F: 2 clusters Score -804047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -798932.375000 Penalty: 2649.006348
	Iteration 0F: 3 clusters Score -798932.4 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -800552.062500 Penalty: 2649.006348
	Iteration 1F: 3 clusters Score -800552.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -800778.562500 Penalty: 2649.006348
	Iteration 2F: 3 clusters Score -800778.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -800930.375000 Penalty: 2649.006348
	Iteration 3Q: 3 clusters Score -800930.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -801066.062500 Penalty: 2649.006348
	Iteration 4Q: 3 clusters Score -801066.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -801206.375000 Penalty: 2649.006348
	Iteration 5Q: 3 clusters Score -801206.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -801333.625000 Penalty: 2649.006348
	Iteration 6Q: 3 clusters Score -801333.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -801454.187500 Penalty: 2649.006348
	Iteration 7Q: 3 clusters Score -801454.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -801560.625000 Penalty: 2649.006348
	Iteration 8Q: 3 clusters Score -801560.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -801659.062500 Penalty: 2649.006348
	Iteration 9Q: 3 clusters Score -801659.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -801759.062500 Penalty: 2649.006348
	Iteration 10Q: 3 clusters Score -801759.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -801845.125000 Penalty: 2649.006348
	Iteration 11Q: 3 clusters Score -801845.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -801941.687500 Penalty: 2649.006348
	Iteration 12Q: 3 clusters Score -801941.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -802020.062500 Penalty: 2649.006348
	Iteration 13Q: 3 clusters Score -802020.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -802087.125000 Penalty: 2649.006348
	Iteration 14Q: 3 clusters Score -802087.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -802147.187500 Penalty: 2649.006348
	Iteration 15Q: 3 clusters Score -802147.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -802208.937500 Penalty: 2649.006348
	Iteration 16Q: 3 clusters Score -802208.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -802259.562500 Penalty: 2649.006348
	Iteration 17Q: 3 clusters Score -802259.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -802317.062500 Penalty: 2649.006348
	Iteration 18Q: 3 clusters Score -802317.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -802373.500000 Penalty: 2649.006348
	Iteration 19Q: 3 clusters Score -802373.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -802411.937500 Penalty: 2649.006348
	Iteration 20F: 3 clusters Score -802411.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -802447.125000 Penalty: 2649.006348
	Iteration 21Q: 3 clusters Score -802447.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -802474.125000 Penalty: 2649.006348
	Iteration 22Q: 3 clusters Score -802474.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -802492.937500 Penalty: 2649.006348
	Iteration 23Q: 3 clusters Score -802492.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -802516.062500 Penalty: 2649.006348
	Iteration 24Q: 3 clusters Score -802516.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -802534.062500 Penalty: 2649.006348
	Iteration 25Q: 3 clusters Score -802534.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -802547.125000 Penalty: 2649.006348
	Iteration 26Q: 3 clusters Score -802547.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -802559.875000 Penalty: 2649.006348
	Iteration 27Q: 3 clusters Score -802559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -802565.687500 Penalty: 2649.006348
	Iteration 28Q: 3 clusters Score -802565.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -802573.187500 Penalty: 2649.006348
	Iteration 29Q: 3 clusters Score -802573.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -802574.437500 Penalty: 2649.006348
	Iteration 30Q: 3 clusters Score -802574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -802578.562500 Penalty: 2649.006348
	Iteration 31Q: 3 clusters Score -802578.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -802580.875000 Penalty: 2649.006348
	Iteration 32Q: 3 clusters Score -802580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -802584.625000 Penalty: 2649.006348
	Iteration 33Q: 3 clusters Score -802584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -802585.625000 Penalty: 2649.006348
	Iteration 34Q: 3 clusters Score -802585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -802586.937500 Penalty: 2649.006348
	Iteration 35Q: 3 clusters Score -802586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -802589.687500 Penalty: 2649.006348
	Iteration 36Q: 3 clusters Score -802589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -802592.312500 Penalty: 2649.006348
	Iteration 37Q: 3 clusters Score -802592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -802595.375000 Penalty: 2649.006348
	Iteration 38Q: 3 clusters Score -802595.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -802598.625000 Penalty: 2649.006348
	Iteration 39Q: 3 clusters Score -802598.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -802603.375000 Penalty: 2649.006348
	Iteration 40F: 3 clusters Score -802603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -802608.437500 Penalty: 2649.006348
	Iteration 41Q: 3 clusters Score -802608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -802606.937500 Penalty: 2649.006348
	Iteration 42Q: 3 clusters Score -802606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -802609.500000 Penalty: 2649.006348
	Iteration 43Q: 3 clusters Score -802609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -802609.937500 Penalty: 2649.006348
	Iteration 44Q: 3 clusters Score -802609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -802610.937500 Penalty: 2649.006348
	Iteration 45Q: 3 clusters Score -802610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -802611.750000 Penalty: 2649.006348
	Iteration 46Q: 3 clusters Score -802611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -802612.625000 Penalty: 2649.006348
	Iteration 47Q: 3 clusters Score -802612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -802611.687500 Penalty: 2649.006348
	Iteration 48Q: 3 clusters Score -802611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -802611.937500 Penalty: 2649.006348
	Iteration 49Q: 3 clusters Score -802611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -802614.500000 Penalty: 2649.006348
	Iteration 50Q: 3 clusters Score -802614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -802615.500000 Penalty: 2649.006348
	Iteration 51Q: 3 clusters Score -802615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -802613.937500 Penalty: 2649.006348
	Iteration 52Q: 3 clusters Score -802613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -802616.625000 Penalty: 2649.006348
	Iteration 53Q: 3 clusters Score -802616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -802615.750000 Penalty: 2649.006348
	Iteration 54Q: 3 clusters Score -802615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -802618.000000 Penalty: 2649.006348
	Iteration 55Q: 3 clusters Score -802618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -802616.375000 Penalty: 2649.006348
	Iteration 56Q: 3 clusters Score -802616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -802618.375000 Penalty: 2649.006348
	Iteration 57Q: 3 clusters Score -802618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -802617.125000 Penalty: 2649.006348
	Iteration 58Q: 3 clusters Score -802617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -802618.187500 Penalty: 2649.006348
	Iteration 59Q: 3 clusters Score -802618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -802621.437500 Penalty: 2649.006348
	Iteration 60F: 3 clusters Score -802621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -802620.875000 Penalty: 2649.006348
	Iteration 61Q: 3 clusters Score -802620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -802621.812500 Penalty: 2649.006348
	Iteration 62Q: 3 clusters Score -802621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -802623.562500 Penalty: 2649.006348
	Iteration 63Q: 3 clusters Score -802623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -802624.437500 Penalty: 2649.006348
	Iteration 64Q: 3 clusters Score -802624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -802624.250000 Penalty: 2649.006348
	Iteration 65Q: 3 clusters Score -802624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -802625.937500 Penalty: 2649.006348
	Iteration 66Q: 3 clusters Score -802625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -802626.312500 Penalty: 2649.006348
	Iteration 67Q: 3 clusters Score -802626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -802625.750000 Penalty: 2649.006348
	Iteration 68Q: 3 clusters Score -802625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -802628.312500 Penalty: 2649.006348
	Iteration 69Q: 3 clusters Score -802628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -802627.500000 Penalty: 2649.006348
	Iteration 70Q: 3 clusters Score -802627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -802628.750000 Penalty: 2649.006348
	Iteration 71Q: 3 clusters Score -802628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -802629.812500 Penalty: 2649.006348
	Iteration 72Q: 3 clusters Score -802629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -802630.500000 Penalty: 2649.006348
	Iteration 73Q: 3 clusters Score -802630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -802631.937500 Penalty: 2649.006348
	Iteration 74Q: 3 clusters Score -802631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -802632.062500 Penalty: 2649.006348
	Iteration 75Q: 3 clusters Score -802632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -802632.875000 Penalty: 2649.006348
	Iteration 76Q: 3 clusters Score -802632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -802634.750000 Penalty: 2649.006348
	Iteration 77Q: 3 clusters Score -802634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -802635.250000 Penalty: 2649.006348
	Iteration 78Q: 3 clusters Score -802635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -802635.937500 Penalty: 2649.006348
	Iteration 79Q: 3 clusters Score -802635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -802636.125000 Penalty: 2649.006348
	Iteration 80F: 3 clusters Score -802636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -802634.562500 Penalty: 2649.006348
	Iteration 81Q: 3 clusters Score -802634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -802635.562500 Penalty: 2649.006348
	Iteration 82Q: 3 clusters Score -802635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -802636.062500 Penalty: 2649.006348
	Iteration 83Q: 3 clusters Score -802636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -802636.687500 Penalty: 2649.006348
	Iteration 84Q: 3 clusters Score -802636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -802637.187500 Penalty: 2649.006348
	Iteration 85Q: 3 clusters Score -802637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -802636.750000 Penalty: 2649.006348
	Iteration 86Q: 3 clusters Score -802636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -802636.687500 Penalty: 2649.006348
	Iteration 87Q: 3 clusters Score -802636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -802636.687500 Penalty: 2649.006348
	Iteration 88F: 3 clusters Score -802636.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29002.496094 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29002.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29202.263672 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29202.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29270.509766 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29270.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29310.208984 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29310.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29350.156250 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29350.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29390.472656 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29390.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29408.355469 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29408.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29413.000000 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29419.820312 Penalty: 1821.400513
	Iteration 8Q: 3 clusters Score -29419.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29430.910156 Penalty: 1821.400513
	Iteration 9Q: 3 clusters Score -29430.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29446.265625 Penalty: 1821.400513
	Iteration 10Q: 3 clusters Score -29446.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29453.957031 Penalty: 1821.400513
	Iteration 11Q: 3 clusters Score -29453.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29465.912109 Penalty: 1821.400513
	Iteration 12Q: 3 clusters Score -29465.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29465.912109 Penalty: 1821.400513
	Iteration 13F: 3 clusters Score -29465.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Entering Unmasked Estep 
Score: -7318893.000000 Penalty: 1650.603149
	Iteration 0F: 2 clusters Score -7318893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -7276160.000000 Penalty: 3301.206299
	Iteration 0F: 3 clusters Score -7276160 nChanged 30537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -7293480.000000 Penalty: 3301.206299
	Iteration 1F: 3 clusters Score -7293480 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -7294443.500000 Penalty: 3301.206299
	Iteration 2Q: 3 clusters Score -7294444 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7295565.000000 Penalty: 3301.206299
	Iteration 3Q: 3 clusters Score -7295565 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7297070.500000 Penalty: 3301.206299
	Iteration 4Q: 3 clusters Score -7297070 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7299046.500000 Penalty: 3301.206299
	Iteration 5F: 3 clusters Score -7299046 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -7301472.000000 Penalty: 3301.206299
	Iteration 6F: 3 clusters Score -7301472 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7304378.000000 Penalty: 3301.206299
	Iteration 7F: 3 clusters Score -7304378 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -7307214.500000 Penalty: 3301.206299
	Iteration 8F: 3 clusters Score -7307214 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -7309332.000000 Penalty: 3301.206299
	Iteration 9F: 3 clusters Score -7309332 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7310732.500000 Penalty: 3301.206299
	Iteration 10Q: 3 clusters Score -7310732 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -7311413.500000 Penalty: 3301.206299
	Iteration 11Q: 3 clusters Score -7311414 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -7311800.000000 Penalty: 3301.206299
	Iteration 12Q: 3 clusters Score -7311800 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -7312033.500000 Penalty: 3301.206299
	Iteration 13Q: 3 clusters Score -7312034 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -7312270.500000 Penalty: 3301.206299
	Iteration 14Q: 3 clusters Score -7312270 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -7312473.000000 Penalty: 3301.206299
	Iteration 15Q: 3 clusters Score -7312473 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7312688.000000 Penalty: 3301.206299
	Iteration 16Q: 3 clusters Score -7312688 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -7312941.500000 Penalty: 3301.206299
	Iteration 17Q: 3 clusters Score -7312942 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -7313187.500000 Penalty: 3301.206299
	Iteration 18Q: 3 clusters Score -7313188 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -7313486.500000 Penalty: 3301.206299
	Iteration 19Q: 3 clusters Score -7313486 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -7313769.000000 Penalty: 3301.206299
	Iteration 20F: 3 clusters Score -7313769 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -7314087.500000 Penalty: 3301.206299
	Iteration 21Q: 3 clusters Score -7314088 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -7314364.000000 Penalty: 3301.206299
	Iteration 22Q: 3 clusters Score -7314364 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -7314615.000000 Penalty: 3301.206299
	Iteration 23Q: 3 clusters Score -7314615 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -7314839.500000 Penalty: 3301.206299
	Iteration 24Q: 3 clusters Score -7314840 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -7315068.000000 Penalty: 3301.206299
	Iteration 25Q: 3 clusters Score -7315068 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -7315236.500000 Penalty: 3301.206299
	Iteration 26Q: 3 clusters Score -7315236 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7315413.500000 Penalty: 3301.206299
	Iteration 27Q: 3 clusters Score -7315414 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -7315579.500000 Penalty: 3301.206299
	Iteration 28Q: 3 clusters Score -7315580 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -7315687.500000 Penalty: 3301.206299
	Iteration 29Q: 3 clusters Score -7315688 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7315820.500000 Penalty: 3301.206299
	Iteration 30Q: 3 clusters Score -7315820 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -7315892.500000 Penalty: 3301.206299
	Iteration 31Q: 3 clusters Score -7315892 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -7316001.000000 Penalty: 3301.206299
	Iteration 32Q: 3 clusters Score -7316001 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7316076.000000 Penalty: 3301.206299
	Iteration 33Q: 3 clusters Score -7316076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7316094.000000 Penalty: 3301.206299
	Iteration 34Q: 3 clusters Score -7316094 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -7316157.500000 Penalty: 3301.206299
	Iteration 35Q: 3 clusters Score -7316158 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -7316180.000000 Penalty: 3301.206299
	Iteration 36Q: 3 clusters Score -7316180 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -7316187.500000 Penalty: 3301.206299
	Iteration 37Q: 3 clusters Score -7316188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7316216.500000 Penalty: 3301.206299
	Iteration 38Q: 3 clusters Score -7316216 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -7316264.000000 Penalty: 3301.206299
	Iteration 39Q: 3 clusters Score -7316264 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7316314.500000 Penalty: 3301.206299
	Iteration 40F: 3 clusters Score -7316314 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7316338.500000 Penalty: 3301.206299
	Iteration 41Q: 3 clusters Score -7316338 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -7316331.500000 Penalty: 3301.206299
	Iteration 42Q: 3 clusters Score -7316332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -7316362.500000 Penalty: 3301.206299
	Iteration 43Q: 3 clusters Score -7316362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7316379.000000 Penalty: 3301.206299
	Iteration 44Q: 3 clusters Score -7316379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -7316392.500000 Penalty: 3301.206299
	Iteration 45Q: 3 clusters Score -7316392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -7316405.000000 Penalty: 3301.206299
	Iteration 46Q: 3 clusters Score -7316405 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -7316419.000000 Penalty: 3301.206299
	Iteration 47Q: 3 clusters Score -7316419 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -7316417.000000 Penalty: 3301.206299
	Iteration 48Q: 3 clusters Score -7316417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -7316421.000000 Penalty: 3301.206299
	Iteration 49Q: 3 clusters Score -7316421 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -7316432.000000 Penalty: 3301.206299
	Iteration 50Q: 3 clusters Score -7316432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -7316456.500000 Penalty: 3301.206299
	Iteration 51Q: 3 clusters Score -7316456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -7316467.500000 Penalty: 3301.206299
	Iteration 52Q: 3 clusters Score -7316468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -7316489.000000 Penalty: 3301.206299
	Iteration 53Q: 3 clusters Score -7316489 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -7316492.500000 Penalty: 3301.206299
	Iteration 54Q: 3 clusters Score -7316492 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -7316511.000000 Penalty: 3301.206299
	Iteration 55Q: 3 clusters Score -7316511 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -7316548.500000 Penalty: 3301.206299
	Iteration 56Q: 3 clusters Score -7316548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -7316547.500000 Penalty: 3301.206299
	Iteration 57Q: 3 clusters Score -7316548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -7316574.000000 Penalty: 3301.206299
	Iteration 58Q: 3 clusters Score -7316574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -7316578.000000 Penalty: 3301.206299
	Iteration 59Q: 3 clusters Score -7316578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -7316577.000000 Penalty: 3301.206299
	Iteration 60F: 3 clusters Score -7316577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -7316573.000000 Penalty: 3301.206299
	Iteration 61Q: 3 clusters Score -7316573 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -7316568.500000 Penalty: 3301.206299
	Iteration 62Q: 3 clusters Score -7316568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7316571.000000 Penalty: 3301.206299
	Iteration 63Q: 3 clusters Score -7316571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -7316593.500000 Penalty: 3301.206299
	Iteration 64Q: 3 clusters Score -7316594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -7316588.000000 Penalty: 3301.206299
	Iteration 65Q: 3 clusters Score -7316588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -7316603.500000 Penalty: 3301.206299
	Iteration 66Q: 3 clusters Score -7316604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -7316580.500000 Penalty: 3301.206299
	Iteration 67Q: 3 clusters Score -7316580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -7316591.500000 Penalty: 3301.206299
	Iteration 68Q: 3 clusters Score -7316592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -7316597.000000 Penalty: 3301.206299
	Iteration 69Q: 3 clusters Score -7316597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -7316602.000000 Penalty: 3301.206299
	Iteration 70Q: 3 clusters Score -7316602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -7316605.500000 Penalty: 3301.206299
	Iteration 71Q: 3 clusters Score -7316606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -7316600.500000 Penalty: 3301.206299
	Iteration 72Q: 3 clusters Score -7316600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -7316602.500000 Penalty: 3301.206299
	Iteration 73Q: 3 clusters Score -7316602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -7316633.000000 Penalty: 3301.206299
	Iteration 74Q: 3 clusters Score -7316633 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -7316639.000000 Penalty: 3301.206299
	Iteration 75Q: 3 clusters Score -7316639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -7316650.000000 Penalty: 3301.206299
	Iteration 76Q: 3 clusters Score -7316650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -7316649.500000 Penalty: 3301.206299
	Iteration 77Q: 3 clusters Score -7316650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -7316666.000000 Penalty: 3301.206299
	Iteration 78Q: 3 clusters Score -7316666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -7316684.500000 Penalty: 3301.206299
	Iteration 79Q: 3 clusters Score -7316684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -7316674.000000 Penalty: 3301.206299
	Iteration 80F: 3 clusters Score -7316674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -7316663.000000 Penalty: 3301.206299
	Iteration 81Q: 3 clusters Score -7316663 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7316690.500000 Penalty: 3301.206299
	Iteration 82Q: 3 clusters Score -7316690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -7316702.500000 Penalty: 3301.206299
	Iteration 83Q: 3 clusters Score -7316702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -7316704.500000 Penalty: 3301.206299
	Iteration 84Q: 3 clusters Score -7316704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -7316719.000000 Penalty: 3301.206299
	Iteration 85Q: 3 clusters Score -7316719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -7316713.000000 Penalty: 3301.206299
	Iteration 86Q: 3 clusters Score -7316713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -7316725.000000 Penalty: 3301.206299
	Iteration 87Q: 3 clusters Score -7316725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -7316724.500000 Penalty: 3301.206299
	Iteration 88Q: 3 clusters Score -7316724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -7316724.500000 Penalty: 3301.206299
	Iteration 89Q: 3 clusters Score -7316724 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7316746.500000 Penalty: 3301.206299
	Iteration 90Q: 3 clusters Score -7316746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -7316771.000000 Penalty: 3301.206299
	Iteration 91Q: 3 clusters Score -7316771 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -7316798.500000 Penalty: 3301.206299
	Iteration 92Q: 3 clusters Score -7316798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7316782.500000 Penalty: 3301.206299
	Iteration 93Q: 3 clusters Score -7316782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -7316805.500000 Penalty: 3301.206299
	Iteration 94Q: 3 clusters Score -7316806 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -7316818.000000 Penalty: 3301.206299
	Iteration 95Q: 3 clusters Score -7316818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -7316840.000000 Penalty: 3301.206299
	Iteration 96Q: 3 clusters Score -7316840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -7316850.000000 Penalty: 3301.206299
	Iteration 97Q: 3 clusters Score -7316850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -7316881.000000 Penalty: 3301.206299
	Iteration 98Q: 3 clusters Score -7316881 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -7316881.500000 Penalty: 3301.206299
	Iteration 99Q: 3 clusters Score -7316882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -7316881.500000 Penalty: 3301.206299
	Iteration 100F: 3 clusters Score -7316882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -7316872.500000 Penalty: 3301.206299
	Iteration 101Q: 3 clusters Score -7316872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -7316894.500000 Penalty: 3301.206299
	Iteration 102Q: 3 clusters Score -7316894 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -7316906.000000 Penalty: 3301.206299
	Iteration 103Q: 3 clusters Score -7316906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -7316928.000000 Penalty: 3301.206299
	Iteration 104Q: 3 clusters Score -7316928 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -7316913.500000 Penalty: 3301.206299
	Iteration 105Q: 3 clusters Score -7316914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -7316934.500000 Penalty: 3301.206299
	Iteration 106Q: 3 clusters Score -7316934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -7316942.000000 Penalty: 3301.206299
	Iteration 107Q: 3 clusters Score -7316942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -7316952.000000 Penalty: 3301.206299
	Iteration 108Q: 3 clusters Score -7316952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -7316973.000000 Penalty: 3301.206299
	Iteration 109Q: 3 clusters Score -7316973 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -7316984.000000 Penalty: 3301.206299
	Iteration 110Q: 3 clusters Score -7316984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -7317010.000000 Penalty: 3301.206299
	Iteration 111Q: 3 clusters Score -7317010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -7317035.500000 Penalty: 3301.206299
	Iteration 112Q: 3 clusters Score -7317036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -7317042.500000 Penalty: 3301.206299
	Iteration 113Q: 3 clusters Score -7317042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -7317027.000000 Penalty: 3301.206299
	Iteration 114Q: 3 clusters Score -7317027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -7317043.500000 Penalty: 3301.206299
	Iteration 115Q: 3 clusters Score -7317044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -7317056.000000 Penalty: 3301.206299
	Iteration 116Q: 3 clusters Score -7317056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -7317036.000000 Penalty: 3301.206299
	Iteration 117Q: 3 clusters Score -7317036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -7317043.000000 Penalty: 3301.206299
	Iteration 118Q: 3 clusters Score -7317043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -7317052.000000 Penalty: 3301.206299
	Iteration 119Q: 3 clusters Score -7317052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -7317067.000000 Penalty: 3301.206299
	Iteration 120F: 3 clusters Score -7317067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -7317057.500000 Penalty: 3301.206299
	Iteration 121Q: 3 clusters Score -7317058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -7317060.000000 Penalty: 3301.206299
	Iteration 122Q: 3 clusters Score -7317060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -7317065.000000 Penalty: 3301.206299
	Iteration 123Q: 3 clusters Score -7317065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -7317058.500000 Penalty: 3301.206299
	Iteration 124Q: 3 clusters Score -7317058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7317073.000000 Penalty: 3301.206299
	Iteration 125Q: 3 clusters Score -7317073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -7317076.500000 Penalty: 3301.206299
	Iteration 126Q: 3 clusters Score -7317076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -7317083.000000 Penalty: 3301.206299
	Iteration 127Q: 3 clusters Score -7317083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -7317092.500000 Penalty: 3301.206299
	Iteration 128Q: 3 clusters Score -7317092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -7317099.000000 Penalty: 3301.206299
	Iteration 129Q: 3 clusters Score -7317099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -7317116.000000 Penalty: 3301.206299
	Iteration 130Q: 3 clusters Score -7317116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -7317098.000000 Penalty: 3301.206299
	Iteration 131Q: 3 clusters Score -7317098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7317101.500000 Penalty: 3301.206299
	Iteration 132Q: 3 clusters Score -7317102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -7317107.500000 Penalty: 3301.206299
	Iteration 133Q: 3 clusters Score -7317108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -7317102.000000 Penalty: 3301.206299
	Iteration 134Q: 3 clusters Score -7317102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -7317107.500000 Penalty: 3301.206299
	Iteration 135Q: 3 clusters Score -7317108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -7317117.500000 Penalty: 3301.206299
	Iteration 136Q: 3 clusters Score -7317118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -7317118.500000 Penalty: 3301.206299
	Iteration 137Q: 3 clusters Score -7317118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -7317110.000000 Penalty: 3301.206299
	Iteration 138Q: 3 clusters Score -7317110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -7317111.500000 Penalty: 3301.206299
	Iteration 139Q: 3 clusters Score -7317112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -7317100.500000 Penalty: 3301.206299
	Iteration 140F: 3 clusters Score -7317100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -7317098.000000 Penalty: 3301.206299
	Iteration 141Q: 3 clusters Score -7317098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -7317128.500000 Penalty: 3301.206299
	Iteration 142Q: 3 clusters Score -7317128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -7317128.000000 Penalty: 3301.206299
	Iteration 143Q: 3 clusters Score -7317128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -7317122.000000 Penalty: 3301.206299
	Iteration 144Q: 3 clusters Score -7317122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -7317125.500000 Penalty: 3301.206299
	Iteration 145Q: 3 clusters Score -7317126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -7317130.500000 Penalty: 3301.206299
	Iteration 146Q: 3 clusters Score -7317130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -7317151.500000 Penalty: 3301.206299
	Iteration 147Q: 3 clusters Score -7317152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -7317166.500000 Penalty: 3301.206299
	Iteration 148Q: 3 clusters Score -7317166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -7317174.000000 Penalty: 3301.206299
	Iteration 149Q: 3 clusters Score -7317174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -7317169.000000 Penalty: 3301.206299
	Iteration 150Q: 3 clusters Score -7317169 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -7317172.000000 Penalty: 3301.206299
	Iteration 151Q: 3 clusters Score -7317172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7317200.500000 Penalty: 3301.206299
	Iteration 152Q: 3 clusters Score -7317200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -7317200.000000 Penalty: 3301.206299
	Iteration 153Q: 3 clusters Score -7317200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -7317199.000000 Penalty: 3301.206299
	Iteration 154Q: 3 clusters Score -7317199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -7317226.000000 Penalty: 3301.206299
	Iteration 155Q: 3 clusters Score -7317226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -7317229.500000 Penalty: 3301.206299
	Iteration 156Q: 3 clusters Score -7317230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -7317229.500000 Penalty: 3301.206299
	Iteration 157Q: 3 clusters Score -7317230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -7317229.500000 Penalty: 3301.206299
	Iteration 158Q: 3 clusters Score -7317230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -7317241.000000 Penalty: 3301.206299
	Iteration 159Q: 3 clusters Score -7317241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -7317236.500000 Penalty: 3301.206299
	Iteration 160F: 3 clusters Score -7317236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -7317258.500000 Penalty: 3301.206299
	Iteration 161Q: 3 clusters Score -7317258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -7317251.500000 Penalty: 3301.206299
	Iteration 162Q: 3 clusters Score -7317252 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -7317246.000000 Penalty: 3301.206299
	Iteration 163Q: 3 clusters Score -7317246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -7317255.000000 Penalty: 3301.206299
	Iteration 164Q: 3 clusters Score -7317255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -7317283.500000 Penalty: 3301.206299
	Iteration 165Q: 3 clusters Score -7317284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -7317289.500000 Penalty: 3301.206299
	Iteration 166Q: 3 clusters Score -7317290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -7317284.500000 Penalty: 3301.206299
	Iteration 167Q: 3 clusters Score -7317284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -7317300.000000 Penalty: 3301.206299
	Iteration 168Q: 3 clusters Score -7317300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -7317299.500000 Penalty: 3301.206299
	Iteration 169Q: 3 clusters Score -7317300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7317311.500000 Penalty: 3301.206299
	Iteration 170Q: 3 clusters Score -7317312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7317325.500000 Penalty: 3301.206299
	Iteration 171Q: 3 clusters Score -7317326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -7317326.000000 Penalty: 3301.206299
	Iteration 172Q: 3 clusters Score -7317326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -7317336.500000 Penalty: 3301.206299
	Iteration 173Q: 3 clusters Score -7317336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -7317321.500000 Penalty: 3301.206299
	Iteration 174Q: 3 clusters Score -7317322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -7317342.000000 Penalty: 3301.206299
	Iteration 175Q: 3 clusters Score -7317342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7317349.000000 Penalty: 3301.206299
	Iteration 176Q: 3 clusters Score -7317349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -7317348.000000 Penalty: 3301.206299
	Iteration 177Q: 3 clusters Score -7317348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -7317359.500000 Penalty: 3301.206299
	Iteration 178Q: 3 clusters Score -7317360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -7317357.500000 Penalty: 3301.206299
	Iteration 179Q: 3 clusters Score -7317358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -7317370.000000 Penalty: 3301.206299
	Iteration 180F: 3 clusters Score -7317370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7317387.500000 Penalty: 3301.206299
	Iteration 181Q: 3 clusters Score -7317388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7317379.500000 Penalty: 3301.206299
	Iteration 182Q: 3 clusters Score -7317380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -7317375.000000 Penalty: 3301.206299
	Iteration 183Q: 3 clusters Score -7317375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7317388.500000 Penalty: 3301.206299
	Iteration 184Q: 3 clusters Score -7317388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -7317384.000000 Penalty: 3301.206299
	Iteration 185Q: 3 clusters Score -7317384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -7317388.000000 Penalty: 3301.206299
	Iteration 186Q: 3 clusters Score -7317388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7317372.000000 Penalty: 3301.206299
	Iteration 187Q: 3 clusters Score -7317372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -7317387.000000 Penalty: 3301.206299
	Iteration 188Q: 3 clusters Score -7317387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -7317390.000000 Penalty: 3301.206299
	Iteration 189Q: 3 clusters Score -7317390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -7317413.000000 Penalty: 3301.206299
	Iteration 190Q: 3 clusters Score -7317413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -7317397.500000 Penalty: 3301.206299
	Iteration 191Q: 3 clusters Score -7317398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -7317398.500000 Penalty: 3301.206299
	Iteration 192Q: 3 clusters Score -7317398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -7317414.000000 Penalty: 3301.206299
	Iteration 193Q: 3 clusters Score -7317414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7317423.000000 Penalty: 3301.206299
	Iteration 194Q: 3 clusters Score -7317423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -7317416.500000 Penalty: 3301.206299
	Iteration 195Q: 3 clusters Score -7317416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -7317433.500000 Penalty: 3301.206299
	Iteration 196Q: 3 clusters Score -7317434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7317432.500000 Penalty: 3301.206299
	Iteration 197Q: 3 clusters Score -7317432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -7317464.000000 Penalty: 3301.206299
	Iteration 198Q: 3 clusters Score -7317464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -7317461.000000 Penalty: 3301.206299
	Iteration 199Q: 3 clusters Score -7317461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7317481.500000 Penalty: 3301.206299
	Iteration 200F: 3 clusters Score -7317482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -7317475.000000 Penalty: 3301.206299
	Iteration 201Q: 3 clusters Score -7317475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7317479.000000 Penalty: 3301.206299
	Iteration 202Q: 3 clusters Score -7317479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7317489.000000 Penalty: 3301.206299
	Iteration 203Q: 3 clusters Score -7317489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -7317499.500000 Penalty: 3301.206299
	Iteration 204Q: 3 clusters Score -7317500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7317492.500000 Penalty: 3301.206299
	Iteration 205Q: 3 clusters Score -7317492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -7317497.000000 Penalty: 3301.206299
	Iteration 206Q: 3 clusters Score -7317497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7317512.000000 Penalty: 3301.206299
	Iteration 207Q: 3 clusters Score -7317512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7317512.000000 Penalty: 3301.206299
	Iteration 208Q: 3 clusters Score -7317512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7317520.000000 Penalty: 3301.206299
	Iteration 209Q: 3 clusters Score -7317520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7317525.000000 Penalty: 3301.206299
	Iteration 210Q: 3 clusters Score -7317525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7317533.000000 Penalty: 3301.206299
	Iteration 211Q: 3 clusters Score -7317533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7317529.500000 Penalty: 3301.206299
	Iteration 212Q: 3 clusters Score -7317530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7317540.500000 Penalty: 3301.206299
	Iteration 213Q: 3 clusters Score -7317540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7317541.000000 Penalty: 3301.206299
	Iteration 214Q: 3 clusters Score -7317541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7317524.500000 Penalty: 3301.206299
	Iteration 215Q: 3 clusters Score -7317524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -7317521.500000 Penalty: 3301.206299
	Iteration 216Q: 3 clusters Score -7317522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7317521.500000 Penalty: 3301.206299
	Iteration 217Q: 3 clusters Score -7317522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -7317520.000000 Penalty: 3301.206299
	Iteration 218Q: 3 clusters Score -7317520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7317534.000000 Penalty: 3301.206299
	Iteration 219Q: 3 clusters Score -7317534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7317543.000000 Penalty: 3301.206299
	Iteration 220F: 3 clusters Score -7317543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -7317535.000000 Penalty: 3301.206299
	Iteration 221Q: 3 clusters Score -7317535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -7317540.000000 Penalty: 3301.206299
	Iteration 222Q: 3 clusters Score -7317540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -7317541.000000 Penalty: 3301.206299
	Iteration 223Q: 3 clusters Score -7317541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -7317548.500000 Penalty: 3301.206299
	Iteration 224Q: 3 clusters Score -7317548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7317551.500000 Penalty: 3301.206299
	Iteration 225Q: 3 clusters Score -7317552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7317550.000000 Penalty: 3301.206299
	Iteration 226Q: 3 clusters Score -7317550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7317556.000000 Penalty: 3301.206299
	Iteration 227Q: 3 clusters Score -7317556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7317550.000000 Penalty: 3301.206299
	Iteration 228Q: 3 clusters Score -7317550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7317542.000000 Penalty: 3301.206299
	Iteration 229Q: 3 clusters Score -7317542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -7317548.500000 Penalty: 3301.206299
	Iteration 230Q: 3 clusters Score -7317548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7317559.000000 Penalty: 3301.206299
	Iteration 231Q: 3 clusters Score -7317559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7317555.000000 Penalty: 3301.206299
	Iteration 232Q: 3 clusters Score -7317555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7317559.500000 Penalty: 3301.206299
	Iteration 233Q: 3 clusters Score -7317560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7317568.000000 Penalty: 3301.206299
	Iteration 234Q: 3 clusters Score -7317568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7317555.000000 Penalty: 3301.206299
	Iteration 235Q: 3 clusters Score -7317555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7317559.000000 Penalty: 3301.206299
	Iteration 236Q: 3 clusters Score -7317559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7317559.500000 Penalty: 3301.206299
	Iteration 237Q: 3 clusters Score -7317560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7317560.500000 Penalty: 3301.206299
	Iteration 238Q: 3 clusters Score -7317560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7317574.500000 Penalty: 3301.206299
	Iteration 239Q: 3 clusters Score -7317574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7317584.500000 Penalty: 3301.206299
	Iteration 240F: 3 clusters Score -7317584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7317584.500000 Penalty: 3301.206299
	Iteration 241Q: 3 clusters Score -7317584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7317601.500000 Penalty: 3301.206299
	Iteration 242Q: 3 clusters Score -7317602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -7317603.500000 Penalty: 3301.206299
	Iteration 243Q: 3 clusters Score -7317604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -7317612.500000 Penalty: 3301.206299
	Iteration 244Q: 3 clusters Score -7317612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7317612.000000 Penalty: 3301.206299
	Iteration 245Q: 3 clusters Score -7317612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7317617.000000 Penalty: 3301.206299
	Iteration 246Q: 3 clusters Score -7317617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7317628.500000 Penalty: 3301.206299
	Iteration 247Q: 3 clusters Score -7317628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7317630.000000 Penalty: 3301.206299
	Iteration 248Q: 3 clusters Score -7317630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -7317637.500000 Penalty: 3301.206299
	Iteration 249Q: 3 clusters Score -7317638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7317656.500000 Penalty: 3301.206299
	Iteration 250Q: 3 clusters Score -7317656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7317665.500000 Penalty: 3301.206299
	Iteration 251Q: 3 clusters Score -7317666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7317659.000000 Penalty: 3301.206299
	Iteration 252Q: 3 clusters Score -7317659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7317659.500000 Penalty: 3301.206299
	Iteration 253Q: 3 clusters Score -7317660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7317659.500000 Penalty: 3301.206299
	Iteration 254Q: 3 clusters Score -7317660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7317657.000000 Penalty: 3301.206299
	Iteration 255Q: 3 clusters Score -7317657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7317656.000000 Penalty: 3301.206299
	Iteration 256Q: 3 clusters Score -7317656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7317652.000000 Penalty: 3301.206299
	Iteration 257Q: 3 clusters Score -7317652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7317665.000000 Penalty: 3301.206299
	Iteration 258Q: 3 clusters Score -7317665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7317651.500000 Penalty: 3301.206299
	Iteration 259Q: 3 clusters Score -7317652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7317659.000000 Penalty: 3301.206299
	Iteration 260F: 3 clusters Score -7317659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7317651.500000 Penalty: 3301.206299
	Iteration 261Q: 3 clusters Score -7317652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7317651.500000 Penalty: 3301.206299
	Iteration 262Q: 3 clusters Score -7317652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7317652.500000 Penalty: 3301.206299
	Iteration 263Q: 3 clusters Score -7317652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7317657.000000 Penalty: 3301.206299
	Iteration 264Q: 3 clusters Score -7317657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7317646.500000 Penalty: 3301.206299
	Iteration 265Q: 3 clusters Score -7317646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -7317658.000000 Penalty: 3301.206299
	Iteration 266Q: 3 clusters Score -7317658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7317653.000000 Penalty: 3301.206299
	Iteration 267Q: 3 clusters Score -7317653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7317658.000000 Penalty: 3301.206299
	Iteration 268Q: 3 clusters Score -7317658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7317661.000000 Penalty: 3301.206299
	Iteration 269Q: 3 clusters Score -7317661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7317667.500000 Penalty: 3301.206299
	Iteration 270Q: 3 clusters Score -7317668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7317672.000000 Penalty: 3301.206299
	Iteration 271Q: 3 clusters Score -7317672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7317665.000000 Penalty: 3301.206299
	Iteration 272Q: 3 clusters Score -7317665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -7317657.000000 Penalty: 3301.206299
	Iteration 273Q: 3 clusters Score -7317657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7317651.500000 Penalty: 3301.206299
	Iteration 274Q: 3 clusters Score -7317652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7317660.000000 Penalty: 3301.206299
	Iteration 275Q: 3 clusters Score -7317660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7317660.500000 Penalty: 3301.206299
	Iteration 276Q: 3 clusters Score -7317660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -7317659.000000 Penalty: 3301.206299
	Iteration 277Q: 3 clusters Score -7317659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -7317671.000000 Penalty: 3301.206299
	Iteration 278Q: 3 clusters Score -7317671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7317664.500000 Penalty: 3301.206299
	Iteration 279Q: 3 clusters Score -7317664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7317673.500000 Penalty: 3301.206299
	Iteration 280F: 3 clusters Score -7317674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7317679.500000 Penalty: 3301.206299
	Iteration 281Q: 3 clusters Score -7317680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7317676.500000 Penalty: 3301.206299
	Iteration 282Q: 3 clusters Score -7317676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7317684.500000 Penalty: 3301.206299
	Iteration 283Q: 3 clusters Score -7317684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7317678.500000 Penalty: 3301.206299
	Iteration 284Q: 3 clusters Score -7317678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7317683.000000 Penalty: 3301.206299
	Iteration 285Q: 3 clusters Score -7317683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7317685.000000 Penalty: 3301.206299
	Iteration 286Q: 3 clusters Score -7317685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7317683.500000 Penalty: 3301.206299
	Iteration 287Q: 3 clusters Score -7317684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7317689.000000 Penalty: 3301.206299
	Iteration 288Q: 3 clusters Score -7317689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7317676.000000 Penalty: 3301.206299
	Iteration 289Q: 3 clusters Score -7317676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7317672.000000 Penalty: 3301.206299
	Iteration 290Q: 3 clusters Score -7317672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7317675.500000 Penalty: 3301.206299
	Iteration 291Q: 3 clusters Score -7317676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7317675.500000 Penalty: 3301.206299
	Iteration 292Q: 3 clusters Score -7317676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7317678.000000 Penalty: 3301.206299
	Iteration 293Q: 3 clusters Score -7317678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7317677.000000 Penalty: 3301.206299
	Iteration 294Q: 3 clusters Score -7317677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7317685.500000 Penalty: 3301.206299
	Iteration 295Q: 3 clusters Score -7317686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7317682.000000 Penalty: 3301.206299
	Iteration 296Q: 3 clusters Score -7317682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7317679.000000 Penalty: 3301.206299
	Iteration 297Q: 3 clusters Score -7317679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -7317681.000000 Penalty: 3301.206299
	Iteration 298Q: 3 clusters Score -7317681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7317689.500000 Penalty: 3301.206299
	Iteration 299Q: 3 clusters Score -7317690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7317690.500000 Penalty: 3301.206299
	Iteration 300F: 3 clusters Score -7317690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7317686.000000 Penalty: 3301.206299
	Iteration 301Q: 3 clusters Score -7317686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7317690.500000 Penalty: 3301.206299
	Iteration 302Q: 3 clusters Score -7317690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7317688.500000 Penalty: 3301.206299
	Iteration 303Q: 3 clusters Score -7317688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7317685.500000 Penalty: 3301.206299
	Iteration 304Q: 3 clusters Score -7317686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7317682.500000 Penalty: 3301.206299
	Iteration 305Q: 3 clusters Score -7317682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -7317686.000000 Penalty: 3301.206299
	Iteration 306Q: 3 clusters Score -7317686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7317690.500000 Penalty: 3301.206299
	Iteration 307Q: 3 clusters Score -7317690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7317689.500000 Penalty: 3301.206299
	Iteration 308Q: 3 clusters Score -7317690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7317685.000000 Penalty: 3301.206299
	Iteration 309Q: 3 clusters Score -7317685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -7317685.000000 Penalty: 3301.206299
	Iteration 310Q: 3 clusters Score -7317685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7317689.500000 Penalty: 3301.206299
	Iteration 311Q: 3 clusters Score -7317690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7317691.000000 Penalty: 3301.206299
	Iteration 312Q: 3 clusters Score -7317691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7317699.000000 Penalty: 3301.206299
	Iteration 313Q: 3 clusters Score -7317699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7317697.000000 Penalty: 3301.206299
	Iteration 314Q: 3 clusters Score -7317697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7317695.500000 Penalty: 3301.206299
	Iteration 315Q: 3 clusters Score -7317696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7317699.000000 Penalty: 3301.206299
	Iteration 316Q: 3 clusters Score -7317699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7317699.500000 Penalty: 3301.206299
	Iteration 317Q: 3 clusters Score -7317700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7317698.000000 Penalty: 3301.206299
	Iteration 318Q: 3 clusters Score -7317698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7317697.500000 Penalty: 3301.206299
	Iteration 319Q: 3 clusters Score -7317698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7317710.500000 Penalty: 3301.206299
	Iteration 320F: 3 clusters Score -7317710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7317707.000000 Penalty: 3301.206299
	Iteration 321Q: 3 clusters Score -7317707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7317720.000000 Penalty: 3301.206299
	Iteration 322Q: 3 clusters Score -7317720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7317715.000000 Penalty: 3301.206299
	Iteration 323Q: 3 clusters Score -7317715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7317710.500000 Penalty: 3301.206299
	Iteration 324Q: 3 clusters Score -7317710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7317705.500000 Penalty: 3301.206299
	Iteration 325Q: 3 clusters Score -7317706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7317692.500000 Penalty: 3301.206299
	Iteration 326Q: 3 clusters Score -7317692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7317679.500000 Penalty: 3301.206299
	Iteration 327Q: 3 clusters Score -7317680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7317704.000000 Penalty: 3301.206299
	Iteration 328Q: 3 clusters Score -7317704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7317707.000000 Penalty: 3301.206299
	Iteration 329Q: 3 clusters Score -7317707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7317707.500000 Penalty: 3301.206299
	Iteration 330Q: 3 clusters Score -7317708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7317711.000000 Penalty: 3301.206299
	Iteration 331Q: 3 clusters Score -7317711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7317718.500000 Penalty: 3301.206299
	Iteration 332Q: 3 clusters Score -7317718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7317718.500000 Penalty: 3301.206299
	Iteration 333Q: 3 clusters Score -7317718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7317714.000000 Penalty: 3301.206299
	Iteration 334Q: 3 clusters Score -7317714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7317721.500000 Penalty: 3301.206299
	Iteration 335Q: 3 clusters Score -7317722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7317717.000000 Penalty: 3301.206299
	Iteration 336Q: 3 clusters Score -7317717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7317726.500000 Penalty: 3301.206299
	Iteration 337Q: 3 clusters Score -7317726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7317737.500000 Penalty: 3301.206299
	Iteration 338Q: 3 clusters Score -7317738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7317744.500000 Penalty: 3301.206299
	Iteration 339Q: 3 clusters Score -7317744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7317731.500000 Penalty: 3301.206299
	Iteration 340F: 3 clusters Score -7317732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7317747.000000 Penalty: 3301.206299
	Iteration 341Q: 3 clusters Score -7317747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7317749.500000 Penalty: 3301.206299
	Iteration 342Q: 3 clusters Score -7317750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7317756.000000 Penalty: 3301.206299
	Iteration 343Q: 3 clusters Score -7317756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7317760.500000 Penalty: 3301.206299
	Iteration 344Q: 3 clusters Score -7317760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7317759.500000 Penalty: 3301.206299
	Iteration 345Q: 3 clusters Score -7317760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7317776.500000 Penalty: 3301.206299
	Iteration 346Q: 3 clusters Score -7317776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7317772.000000 Penalty: 3301.206299
	Iteration 347Q: 3 clusters Score -7317772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7317768.500000 Penalty: 3301.206299
	Iteration 348Q: 3 clusters Score -7317768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7317763.500000 Penalty: 3301.206299
	Iteration 349Q: 3 clusters Score -7317764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7317774.500000 Penalty: 3301.206299
	Iteration 350Q: 3 clusters Score -7317774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7317780.500000 Penalty: 3301.206299
	Iteration 351Q: 3 clusters Score -7317780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7317776.000000 Penalty: 3301.206299
	Iteration 352Q: 3 clusters Score -7317776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7317772.500000 Penalty: 3301.206299
	Iteration 353Q: 3 clusters Score -7317772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7317768.000000 Penalty: 3301.206299
	Iteration 354Q: 3 clusters Score -7317768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7317784.000000 Penalty: 3301.206299
	Iteration 355Q: 3 clusters Score -7317784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7317788.500000 Penalty: 3301.206299
	Iteration 356Q: 3 clusters Score -7317788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7317796.500000 Penalty: 3301.206299
	Iteration 357Q: 3 clusters Score -7317796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7317797.000000 Penalty: 3301.206299
	Iteration 358Q: 3 clusters Score -7317797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7317802.000000 Penalty: 3301.206299
	Iteration 359Q: 3 clusters Score -7317802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7317796.000000 Penalty: 3301.206299
	Iteration 360F: 3 clusters Score -7317796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7317804.500000 Penalty: 3301.206299
	Iteration 361Q: 3 clusters Score -7317804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7317800.000000 Penalty: 3301.206299
	Iteration 362Q: 3 clusters Score -7317800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7317814.500000 Penalty: 3301.206299
	Iteration 363Q: 3 clusters Score -7317814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7317810.500000 Penalty: 3301.206299
	Iteration 364Q: 3 clusters Score -7317810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7317801.500000 Penalty: 3301.206299
	Iteration 365Q: 3 clusters Score -7317802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7317792.500000 Penalty: 3301.206299
	Iteration 366Q: 3 clusters Score -7317792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7317791.500000 Penalty: 3301.206299
	Iteration 367Q: 3 clusters Score -7317792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7317793.000000 Penalty: 3301.206299
	Iteration 368Q: 3 clusters Score -7317793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7317798.000000 Penalty: 3301.206299
	Iteration 369Q: 3 clusters Score -7317798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7317797.000000 Penalty: 3301.206299
	Iteration 370Q: 3 clusters Score -7317797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7317798.000000 Penalty: 3301.206299
	Iteration 371Q: 3 clusters Score -7317798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7317796.000000 Penalty: 3301.206299
	Iteration 372Q: 3 clusters Score -7317796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7317802.000000 Penalty: 3301.206299
	Iteration 373Q: 3 clusters Score -7317802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7317802.000000 Penalty: 3301.206299
	Iteration 374Q: 3 clusters Score -7317802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7317789.500000 Penalty: 3301.206299
	Iteration 375Q: 3 clusters Score -7317790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7317791.500000 Penalty: 3301.206299
	Iteration 376Q: 3 clusters Score -7317792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7317790.000000 Penalty: 3301.206299
	Iteration 377Q: 3 clusters Score -7317790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7317792.500000 Penalty: 3301.206299
	Iteration 378Q: 3 clusters Score -7317792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7317792.500000 Penalty: 3301.206299
	Iteration 379F: 3 clusters Score -7317792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Entering Unmasked Estep 
Score: -8796130.000000 Penalty: 1670.969482
	Iteration 0F: 2 clusters Score -8796130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8747332.000000 Penalty: 3341.938965
	Iteration 0F: 3 clusters Score -8747332 nChanged 35290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -8767240.000000 Penalty: 3341.938965
	Iteration 1F: 3 clusters Score -8767240 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -8768614.000000 Penalty: 3341.938965
	Iteration 2Q: 3 clusters Score -8768614 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -8770901.000000 Penalty: 3341.938965
	Iteration 3F: 3 clusters Score -8770901 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -8774528.000000 Penalty: 3341.938965
	Iteration 4F: 3 clusters Score -8774528 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -8779429.000000 Penalty: 3341.938965
	Iteration 5F: 3 clusters Score -8779429 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -8784371.000000 Penalty: 3341.938965
	Iteration 6F: 3 clusters Score -8784371 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -8788223.000000 Penalty: 3341.938965
	Iteration 7F: 3 clusters Score -8788223 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -8791112.000000 Penalty: 3341.938965
	Iteration 8Q: 3 clusters Score -8791112 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8793033.000000 Penalty: 3341.938965
	Iteration 9Q: 3 clusters Score -8793033 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -8794175.000000 Penalty: 3341.938965
	Iteration 10Q: 3 clusters Score -8794175 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -8794836.000000 Penalty: 3341.938965
	Iteration 11Q: 3 clusters Score -8794836 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -8795214.000000 Penalty: 3341.938965
	Iteration 12Q: 3 clusters Score -8795214 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -8795527.000000 Penalty: 3341.938965
	Iteration 13Q: 3 clusters Score -8795527 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8795710.000000 Penalty: 3341.938965
	Iteration 14Q: 3 clusters Score -8795710 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8795830.000000 Penalty: 3341.938965
	Iteration 15Q: 3 clusters Score -8795830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -8795932.000000 Penalty: 3341.938965
	Iteration 16Q: 3 clusters Score -8795932 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -8795975.000000 Penalty: 3341.938965
	Iteration 17Q: 3 clusters Score -8795975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8796005.000000 Penalty: 3341.938965
	Iteration 18Q: 3 clusters Score -8796005 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -8796032.000000 Penalty: 3341.938965
	Iteration 19Q: 3 clusters Score -8796032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -8796034.000000 Penalty: 3341.938965
	Iteration 20F: 3 clusters Score -8796034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -8796068.000000 Penalty: 3341.938965
	Iteration 21Q: 3 clusters Score -8796068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8796066.000000 Penalty: 3341.938965
	Iteration 22Q: 3 clusters Score -8796066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -8796051.000000 Penalty: 3341.938965
	Iteration 23Q: 3 clusters Score -8796051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8796070.000000 Penalty: 3341.938965
	Iteration 24Q: 3 clusters Score -8796070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8796074.000000 Penalty: 3341.938965
	Iteration 25Q: 3 clusters Score -8796074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8796068.000000 Penalty: 3341.938965
	Iteration 26Q: 3 clusters Score -8796068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8796079.000000 Penalty: 3341.938965
	Iteration 27Q: 3 clusters Score -8796079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -8796100.000000 Penalty: 3341.938965
	Iteration 28Q: 3 clusters Score -8796100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -8796118.000000 Penalty: 3341.938965
	Iteration 29Q: 3 clusters Score -8796118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8796127.000000 Penalty: 3341.938965
	Iteration 30Q: 3 clusters Score -8796127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -8796132.000000 Penalty: 3341.938965
	Iteration 31Q: 3 clusters Score -8796132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -8796120.000000 Penalty: 3341.938965
	Iteration 32Q: 3 clusters Score -8796120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -8796142.000000 Penalty: 3341.938965
	Iteration 33Q: 3 clusters Score -8796142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8796138.000000 Penalty: 3341.938965
	Iteration 34Q: 3 clusters Score -8796138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -8796146.000000 Penalty: 3341.938965
	Iteration 35Q: 3 clusters Score -8796146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8796148.000000 Penalty: 3341.938965
	Iteration 36Q: 3 clusters Score -8796148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -8796140.000000 Penalty: 3341.938965
	Iteration 37Q: 3 clusters Score -8796140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -8796146.000000 Penalty: 3341.938965
	Iteration 38Q: 3 clusters Score -8796146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8796146.000000 Penalty: 3341.938965
	Iteration 39Q: 3 clusters Score -8796146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -8796143.000000 Penalty: 3341.938965
	Iteration 40F: 3 clusters Score -8796143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8796142.000000 Penalty: 3341.938965
	Iteration 41Q: 3 clusters Score -8796142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8796146.000000 Penalty: 3341.938965
	Iteration 42Q: 3 clusters Score -8796146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -8796141.000000 Penalty: 3341.938965
	Iteration 43Q: 3 clusters Score -8796141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -8796143.000000 Penalty: 3341.938965
	Iteration 44Q: 3 clusters Score -8796143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -8796139.000000 Penalty: 3341.938965
	Iteration 45Q: 3 clusters Score -8796139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8796134.000000 Penalty: 3341.938965
	Iteration 46Q: 3 clusters Score -8796134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -8796139.000000 Penalty: 3341.938965
	Iteration 47Q: 3 clusters Score -8796139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -8796147.000000 Penalty: 3341.938965
	Iteration 48Q: 3 clusters Score -8796147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -8796135.000000 Penalty: 3341.938965
	Iteration 49Q: 3 clusters Score -8796135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -8796138.000000 Penalty: 3341.938965
	Iteration 50Q: 3 clusters Score -8796138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -8796137.000000 Penalty: 3341.938965
	Iteration 51Q: 3 clusters Score -8796137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8796141.000000 Penalty: 3341.938965
	Iteration 52Q: 3 clusters Score -8796141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8796144.000000 Penalty: 3341.938965
	Iteration 53Q: 3 clusters Score -8796144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8796157.000000 Penalty: 3341.938965
	Iteration 54Q: 3 clusters Score -8796157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -8796150.000000 Penalty: 3341.938965
	Iteration 55Q: 3 clusters Score -8796150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8796147.000000 Penalty: 3341.938965
	Iteration 56Q: 3 clusters Score -8796147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8796134.000000 Penalty: 3341.938965
	Iteration 57Q: 3 clusters Score -8796134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -8796136.000000 Penalty: 3341.938965
	Iteration 58Q: 3 clusters Score -8796136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8796129.000000 Penalty: 3341.938965
	Iteration 59Q: 3 clusters Score -8796129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8796139.000000 Penalty: 3341.938965
	Iteration 60F: 3 clusters Score -8796139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -8796132.000000 Penalty: 3341.938965
	Iteration 61Q: 3 clusters Score -8796132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -8796131.000000 Penalty: 3341.938965
	Iteration 62Q: 3 clusters Score -8796131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8796148.000000 Penalty: 3341.938965
	Iteration 63Q: 3 clusters Score -8796148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -8796152.000000 Penalty: 3341.938965
	Iteration 64Q: 3 clusters Score -8796152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -8796152.000000 Penalty: 3341.938965
	Iteration 65F: 3 clusters Score -8796152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 69084 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 6246 members 
Entering Unmasked Estep 
Score: -111088952.000000 Penalty: 117209.742188
Splitting cluster 11 changes total score from -111089824.000000 to -111088952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -688637.437500 Penalty: 1300.752563
	Iteration 0F: 2 clusters Score -688637.4 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 3119 members 
Entering Unmasked Estep 
Score: -684232.500000 Penalty: 2601.505127
	Iteration 0F: 3 clusters Score -684232.5 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -685562.375000 Penalty: 2601.505127
	Iteration 1F: 3 clusters Score -685562.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -685764.937500 Penalty: 2601.505127
	Iteration 2F: 3 clusters Score -685764.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -685880.250000 Penalty: 2601.505127
	Iteration 3Q: 3 clusters Score -685880.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -685951.687500 Penalty: 2601.505127
	Iteration 4Q: 3 clusters Score -685951.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -686006.375000 Penalty: 2601.505127
	Iteration 5Q: 3 clusters Score -686006.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -686051.937500 Penalty: 2601.505127
	Iteration 6Q: 3 clusters Score -686051.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -686086.687500 Penalty: 2601.505127
	Iteration 7Q: 3 clusters Score -686086.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -686117.375000 Penalty: 2601.505127
	Iteration 8Q: 3 clusters Score -686117.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -686140.312500 Penalty: 2601.505127
	Iteration 9Q: 3 clusters Score -686140.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -686160.062500 Penalty: 2601.505127
	Iteration 10Q: 3 clusters Score -686160.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -686179.062500 Penalty: 2601.505127
	Iteration 11Q: 3 clusters Score -686179.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -686202.500000 Penalty: 2601.505127
	Iteration 12Q: 3 clusters Score -686202.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -686224.625000 Penalty: 2601.505127
	Iteration 13Q: 3 clusters Score -686224.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -686242.250000 Penalty: 2601.505127
	Iteration 14Q: 3 clusters Score -686242.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -686260.250000 Penalty: 2601.505127
	Iteration 15Q: 3 clusters Score -686260.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -686280.187500 Penalty: 2601.505127
	Iteration 16Q: 3 clusters Score -686280.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -686299.687500 Penalty: 2601.505127
	Iteration 17Q: 3 clusters Score -686299.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -686322.812500 Penalty: 2601.505127
	Iteration 18Q: 3 clusters Score -686322.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -686347.562500 Penalty: 2601.505127
	Iteration 19Q: 3 clusters Score -686347.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -686366.500000 Penalty: 2601.505127
	Iteration 20F: 3 clusters Score -686366.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -686390.062500 Penalty: 2601.505127
	Iteration 21Q: 3 clusters Score -686390.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -686417.750000 Penalty: 2601.505127
	Iteration 22Q: 3 clusters Score -686417.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -686455.812500 Penalty: 2601.505127
	Iteration 23Q: 3 clusters Score -686455.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -686501.625000 Penalty: 2601.505127
	Iteration 24Q: 3 clusters Score -686501.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -686568.625000 Penalty: 2601.505127
	Iteration 25Q: 3 clusters Score -686568.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -686641.750000 Penalty: 2601.505127
	Iteration 26Q: 3 clusters Score -686641.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -686732.437500 Penalty: 2601.505127
	Iteration 27Q: 3 clusters Score -686732.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -686821.437500 Penalty: 2601.505127
	Iteration 28Q: 3 clusters Score -686821.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -686908.812500 Penalty: 2601.505127
	Iteration 29Q: 3 clusters Score -686908.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -686991.625000 Penalty: 2601.505127
	Iteration 30Q: 3 clusters Score -686991.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -687070.812500 Penalty: 2601.505127
	Iteration 31Q: 3 clusters Score -687070.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -687130.750000 Penalty: 2601.505127
	Iteration 32Q: 3 clusters Score -687130.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -687179.625000 Penalty: 2601.505127
	Iteration 33Q: 3 clusters Score -687179.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -687228.812500 Penalty: 2601.505127
	Iteration 34Q: 3 clusters Score -687228.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -687282.062500 Penalty: 2601.505127
	Iteration 35Q: 3 clusters Score -687282.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -687329.375000 Penalty: 2601.505127
	Iteration 36Q: 3 clusters Score -687329.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -687365.625000 Penalty: 2601.505127
	Iteration 37Q: 3 clusters Score -687365.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -687401.687500 Penalty: 2601.505127
	Iteration 38Q: 3 clusters Score -687401.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -687429.250000 Penalty: 2601.505127
	Iteration 39Q: 3 clusters Score -687429.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -687461.812500 Penalty: 2601.505127
	Iteration 40F: 3 clusters Score -687461.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -687483.312500 Penalty: 2601.505127
	Iteration 41Q: 3 clusters Score -687483.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -687505.687500 Penalty: 2601.505127
	Iteration 42Q: 3 clusters Score -687505.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -687524.812500 Penalty: 2601.505127
	Iteration 43Q: 3 clusters Score -687524.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -687532.500000 Penalty: 2601.505127
	Iteration 44Q: 3 clusters Score -687532.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -687546.437500 Penalty: 2601.505127
	Iteration 45Q: 3 clusters Score -687546.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -687559.562500 Penalty: 2601.505127
	Iteration 46Q: 3 clusters Score -687559.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -687577.250000 Penalty: 2601.505127
	Iteration 47Q: 3 clusters Score -687577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -687589.375000 Penalty: 2601.505127
	Iteration 48Q: 3 clusters Score -687589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -687596.875000 Penalty: 2601.505127
	Iteration 49Q: 3 clusters Score -687596.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -687605.437500 Penalty: 2601.505127
	Iteration 50Q: 3 clusters Score -687605.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -687615.812500 Penalty: 2601.505127
	Iteration 51Q: 3 clusters Score -687615.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -687621.500000 Penalty: 2601.505127
	Iteration 52Q: 3 clusters Score -687621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -687628.125000 Penalty: 2601.505127
	Iteration 53Q: 3 clusters Score -687628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -687633.625000 Penalty: 2601.505127
	Iteration 54Q: 3 clusters Score -687633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -687638.187500 Penalty: 2601.505127
	Iteration 55Q: 3 clusters Score -687638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -687640.750000 Penalty: 2601.505127
	Iteration 56Q: 3 clusters Score -687640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -687647.562500 Penalty: 2601.505127
	Iteration 57Q: 3 clusters Score -687647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -687651.562500 Penalty: 2601.505127
	Iteration 58Q: 3 clusters Score -687651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -687654.375000 Penalty: 2601.505127
	Iteration 59Q: 3 clusters Score -687654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -687655.062500 Penalty: 2601.505127
	Iteration 60F: 3 clusters Score -687655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -687656.125000 Penalty: 2601.505127
	Iteration 61Q: 3 clusters Score -687656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -687658.937500 Penalty: 2601.505127
	Iteration 62Q: 3 clusters Score -687658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -687658.937500 Penalty: 2601.505127
	Iteration 63F: 3 clusters Score -687658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Entering Unmasked Estep 
Score: -4959862.500000 Penalty: 1584.202148
	Iteration 0F: 2 clusters Score -4959862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4932542.500000 Penalty: 3168.404297
	Iteration 0F: 3 clusters Score -4932542 nChanged 19194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4943420.000000 Penalty: 3168.404297
	Iteration 1F: 3 clusters Score -4943420 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4944213.000000 Penalty: 3168.404297
	Iteration 2Q: 3 clusters Score -4944213 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4945329.500000 Penalty: 3168.404297
	Iteration 3F: 3 clusters Score -4945330 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -4947186.500000 Penalty: 3168.404297
	Iteration 4F: 3 clusters Score -4947186 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -4949879.500000 Penalty: 3168.404297
	Iteration 5F: 3 clusters Score -4949880 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4953035.500000 Penalty: 3168.404297
	Iteration 6F: 3 clusters Score -4953036 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4955826.000000 Penalty: 3168.404297
	Iteration 7F: 3 clusters Score -4955826 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4957683.000000 Penalty: 3168.404297
	Iteration 8Q: 3 clusters Score -4957683 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4958749.000000 Penalty: 3168.404297
	Iteration 9Q: 3 clusters Score -4958749 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4959315.000000 Penalty: 3168.404297
	Iteration 10Q: 3 clusters Score -4959315 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4959594.000000 Penalty: 3168.404297
	Iteration 11Q: 3 clusters Score -4959594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4959728.000000 Penalty: 3168.404297
	Iteration 12Q: 3 clusters Score -4959728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4959803.500000 Penalty: 3168.404297
	Iteration 13Q: 3 clusters Score -4959804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4959874.000000 Penalty: 3168.404297
	Iteration 14Q: 3 clusters Score -4959874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4959900.000000 Penalty: 3168.404297
	Iteration 15Q: 3 clusters Score -4959900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4959935.000000 Penalty: 3168.404297
	Iteration 16Q: 3 clusters Score -4959935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4959940.000000 Penalty: 3168.404297
	Iteration 17Q: 3 clusters Score -4959940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4959951.500000 Penalty: 3168.404297
	Iteration 18Q: 3 clusters Score -4959952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4959960.500000 Penalty: 3168.404297
	Iteration 19Q: 3 clusters Score -4959960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4959958.500000 Penalty: 3168.404297
	Iteration 20F: 3 clusters Score -4959958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4959956.000000 Penalty: 3168.404297
	Iteration 21Q: 3 clusters Score -4959956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4959965.500000 Penalty: 3168.404297
	Iteration 22Q: 3 clusters Score -4959966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4959965.500000 Penalty: 3168.404297
	Iteration 23Q: 3 clusters Score -4959966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4959964.500000 Penalty: 3168.404297
	Iteration 24Q: 3 clusters Score -4959964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4959964.500000 Penalty: 3168.404297
	Iteration 25F: 3 clusters Score -4959964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 1738 members 
Entering Unmasked Estep 
Score: -111089304.000000 Penalty: 117209.742188
Splitting cluster 13 changes total score from -111089824.000000 to -111089304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (73026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Entering Unmasked Estep 
Score: -8517301.000000 Penalty: 1666.347412
	Iteration 0F: 2 clusters Score -8517301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -8469502.000000 Penalty: 3332.694824
	Iteration 0F: 3 clusters Score -8469502 nChanged 34275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -8489319.000000 Penalty: 3332.694824
	Iteration 1F: 3 clusters Score -8489319 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8490476.000000 Penalty: 3332.694824
	Iteration 2Q: 3 clusters Score -8490476 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -8492111.000000 Penalty: 3332.694824
	Iteration 3F: 3 clusters Score -8492111 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8494863.000000 Penalty: 3332.694824
	Iteration 4F: 3 clusters Score -8494863 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -8498899.000000 Penalty: 3332.694824
	Iteration 5F: 3 clusters Score -8498899 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -8504254.000000 Penalty: 3332.694824
	Iteration 6F: 3 clusters Score -8504254 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -8509410.000000 Penalty: 3332.694824
	Iteration 7F: 3 clusters Score -8509410 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8513054.000000 Penalty: 3332.694824
	Iteration 8F: 3 clusters Score -8513054 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8514836.000000 Penalty: 3332.694824
	Iteration 9Q: 3 clusters Score -8514836 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8515489.000000 Penalty: 3332.694824
	Iteration 10Q: 3 clusters Score -8515489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8515722.000000 Penalty: 3332.694824
	Iteration 11Q: 3 clusters Score -8515722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8515805.000000 Penalty: 3332.694824
	Iteration 12Q: 3 clusters Score -8515805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8515845.000000 Penalty: 3332.694824
	Iteration 13Q: 3 clusters Score -8515845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8515855.000000 Penalty: 3332.694824
	Iteration 14Q: 3 clusters Score -8515855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8515888.000000 Penalty: 3332.694824
	Iteration 15Q: 3 clusters Score -8515888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8515905.000000 Penalty: 3332.694824
	Iteration 16Q: 3 clusters Score -8515905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8515911.000000 Penalty: 3332.694824
	Iteration 17Q: 3 clusters Score -8515911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8515916.000000 Penalty: 3332.694824
	Iteration 18Q: 3 clusters Score -8515916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8515919.000000 Penalty: 3332.694824
	Iteration 19Q: 3 clusters Score -8515919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8515925.000000 Penalty: 3332.694824
	Iteration 20F: 3 clusters Score -8515925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8515929.000000 Penalty: 3332.694824
	Iteration 21Q: 3 clusters Score -8515929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8515929.000000 Penalty: 3332.694824
	Iteration 22F: 3 clusters Score -8515929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1234329.000000 Penalty: 1385.463379
	Iteration 0F: 2 clusters Score -1234329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1226859.500000 Penalty: 2770.926758
	Iteration 0F: 3 clusters Score -1226860 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1229374.000000 Penalty: 2770.926758
	Iteration 1F: 3 clusters Score -1229374 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1229710.750000 Penalty: 2770.926758
	Iteration 2F: 3 clusters Score -1229711 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1229975.000000 Penalty: 2770.926758
	Iteration 3F: 3 clusters Score -1229975 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1230208.250000 Penalty: 2770.926758
	Iteration 4Q: 3 clusters Score -1230208 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1230434.625000 Penalty: 2770.926758
	Iteration 5Q: 3 clusters Score -1230435 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1230689.250000 Penalty: 2770.926758
	Iteration 6Q: 3 clusters Score -1230689 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1230983.125000 Penalty: 2770.926758
	Iteration 7Q: 3 clusters Score -1230983 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1231325.500000 Penalty: 2770.926758
	Iteration 8Q: 3 clusters Score -1231326 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1231715.125000 Penalty: 2770.926758
	Iteration 9Q: 3 clusters Score -1231715 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1232094.875000 Penalty: 2770.926758
	Iteration 10Q: 3 clusters Score -1232095 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1232456.750000 Penalty: 2770.926758
	Iteration 11Q: 3 clusters Score -1232457 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1232743.500000 Penalty: 2770.926758
	Iteration 12Q: 3 clusters Score -1232744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1232949.625000 Penalty: 2770.926758
	Iteration 13Q: 3 clusters Score -1232950 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1233119.000000 Penalty: 2770.926758
	Iteration 14Q: 3 clusters Score -1233119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1233227.000000 Penalty: 2770.926758
	Iteration 15Q: 3 clusters Score -1233227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1233315.625000 Penalty: 2770.926758
	Iteration 16Q: 3 clusters Score -1233316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1233365.750000 Penalty: 2770.926758
	Iteration 17Q: 3 clusters Score -1233366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1233397.000000 Penalty: 2770.926758
	Iteration 18Q: 3 clusters Score -1233397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1233424.000000 Penalty: 2770.926758
	Iteration 19Q: 3 clusters Score -1233424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1233442.375000 Penalty: 2770.926758
	Iteration 20F: 3 clusters Score -1233442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1233449.750000 Penalty: 2770.926758
	Iteration 21Q: 3 clusters Score -1233450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1233456.125000 Penalty: 2770.926758
	Iteration 22Q: 3 clusters Score -1233456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1233460.875000 Penalty: 2770.926758
	Iteration 23Q: 3 clusters Score -1233461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1233470.625000 Penalty: 2770.926758
	Iteration 24Q: 3 clusters Score -1233471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1233476.875000 Penalty: 2770.926758
	Iteration 25Q: 3 clusters Score -1233477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1233485.500000 Penalty: 2770.926758
	Iteration 26Q: 3 clusters Score -1233486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1233486.625000 Penalty: 2770.926758
	Iteration 27Q: 3 clusters Score -1233487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1233487.875000 Penalty: 2770.926758
	Iteration 28Q: 3 clusters Score -1233488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1233489.500000 Penalty: 2770.926758
	Iteration 29Q: 3 clusters Score -1233490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1233489.750000 Penalty: 2770.926758
	Iteration 30Q: 3 clusters Score -1233490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1233493.750000 Penalty: 2770.926758
	Iteration 31Q: 3 clusters Score -1233494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1233495.875000 Penalty: 2770.926758
	Iteration 32Q: 3 clusters Score -1233496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1233495.875000 Penalty: 2770.926758
	Iteration 33F: 3 clusters Score -1233496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Entering Unmasked Estep 
Score: -1176889.250000 Penalty: 1379.449585
	Iteration 0F: 2 clusters Score -1176889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1169841.125000 Penalty: 2758.899170
	Iteration 0F: 3 clusters Score -1169841 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1172221.375000 Penalty: 2758.899170
	Iteration 1F: 3 clusters Score -1172221 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1172534.750000 Penalty: 2758.899170
	Iteration 2F: 3 clusters Score -1172535 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1172785.625000 Penalty: 2758.899170
	Iteration 3F: 3 clusters Score -1172786 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1173046.250000 Penalty: 2758.899170
	Iteration 4Q: 3 clusters Score -1173046 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1173314.500000 Penalty: 2758.899170
	Iteration 5Q: 3 clusters Score -1173314 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1173581.625000 Penalty: 2758.899170
	Iteration 6Q: 3 clusters Score -1173582 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1173849.125000 Penalty: 2758.899170
	Iteration 7Q: 3 clusters Score -1173849 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1174140.125000 Penalty: 2758.899170
	Iteration 8Q: 3 clusters Score -1174140 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1174441.625000 Penalty: 2758.899170
	Iteration 9Q: 3 clusters Score -1174442 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1174765.750000 Penalty: 2758.899170
	Iteration 10Q: 3 clusters Score -1174766 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1175072.750000 Penalty: 2758.899170
	Iteration 11Q: 3 clusters Score -1175073 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1175390.750000 Penalty: 2758.899170
	Iteration 12Q: 3 clusters Score -1175391 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1175657.500000 Penalty: 2758.899170
	Iteration 13Q: 3 clusters Score -1175658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1175794.125000 Penalty: 2758.899170
	Iteration 14Q: 3 clusters Score -1175794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1175869.250000 Penalty: 2758.899170
	Iteration 15Q: 3 clusters Score -1175869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1175918.000000 Penalty: 2758.899170
	Iteration 16Q: 3 clusters Score -1175918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1175961.125000 Penalty: 2758.899170
	Iteration 17Q: 3 clusters Score -1175961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1176001.250000 Penalty: 2758.899170
	Iteration 18Q: 3 clusters Score -1176001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1176030.125000 Penalty: 2758.899170
	Iteration 19Q: 3 clusters Score -1176030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1176063.625000 Penalty: 2758.899170
	Iteration 20F: 3 clusters Score -1176064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1176088.500000 Penalty: 2758.899170
	Iteration 21Q: 3 clusters Score -1176088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1176102.625000 Penalty: 2758.899170
	Iteration 22Q: 3 clusters Score -1176103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1176117.125000 Penalty: 2758.899170
	Iteration 23Q: 3 clusters Score -1176117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1176129.875000 Penalty: 2758.899170
	Iteration 24Q: 3 clusters Score -1176130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1176139.125000 Penalty: 2758.899170
	Iteration 25Q: 3 clusters Score -1176139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1176146.375000 Penalty: 2758.899170
	Iteration 26Q: 3 clusters Score -1176146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1176150.625000 Penalty: 2758.899170
	Iteration 27Q: 3 clusters Score -1176151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1176150.625000 Penalty: 2758.899170
	Iteration 28Q: 3 clusters Score -1176151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1176158.750000 Penalty: 2758.899170
	Iteration 29Q: 3 clusters Score -1176159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1176166.125000 Penalty: 2758.899170
	Iteration 30Q: 3 clusters Score -1176166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1176175.375000 Penalty: 2758.899170
	Iteration 31Q: 3 clusters Score -1176175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1176179.250000 Penalty: 2758.899170
	Iteration 32Q: 3 clusters Score -1176179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1176183.000000 Penalty: 2758.899170
	Iteration 33Q: 3 clusters Score -1176183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1176183.750000 Penalty: 2758.899170
	Iteration 34Q: 3 clusters Score -1176184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1176185.000000 Penalty: 2758.899170
	Iteration 35Q: 3 clusters Score -1176185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1176188.125000 Penalty: 2758.899170
	Iteration 36Q: 3 clusters Score -1176188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1176189.250000 Penalty: 2758.899170
	Iteration 37Q: 3 clusters Score -1176189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1176188.125000 Penalty: 2758.899170
	Iteration 38Q: 3 clusters Score -1176188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1176189.250000 Penalty: 2758.899170
	Iteration 39Q: 3 clusters Score -1176189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1176191.625000 Penalty: 2758.899170
	Iteration 40F: 3 clusters Score -1176192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1176191.125000 Penalty: 2758.899170
	Iteration 41Q: 3 clusters Score -1176191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1176194.125000 Penalty: 2758.899170
	Iteration 42Q: 3 clusters Score -1176194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1176194.000000 Penalty: 2758.899170
	Iteration 43Q: 3 clusters Score -1176194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1176194.875000 Penalty: 2758.899170
	Iteration 44Q: 3 clusters Score -1176195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1176193.250000 Penalty: 2758.899170
	Iteration 45Q: 3 clusters Score -1176193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1176193.875000 Penalty: 2758.899170
	Iteration 46Q: 3 clusters Score -1176194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1176194.125000 Penalty: 2758.899170
	Iteration 47Q: 3 clusters Score -1176194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1176194.125000 Penalty: 2758.899170
	Iteration 48F: 3 clusters Score -1176194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -158061.953125 Penalty: 1099.842651
	Iteration 0F: 2 clusters Score -158062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -156404.984375 Penalty: 2199.685303
	Iteration 0F: 3 clusters Score -156405 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -156797.968750 Penalty: 2199.685303
	Iteration 1F: 3 clusters Score -156798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -156885.531250 Penalty: 2199.685303
	Iteration 2F: 3 clusters Score -156885.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -156955.812500 Penalty: 2199.685303
	Iteration 3Q: 3 clusters Score -156955.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157020.156250 Penalty: 2199.685303
	Iteration 4Q: 3 clusters Score -157020.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -157079.671875 Penalty: 2199.685303
	Iteration 5Q: 3 clusters Score -157079.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -157143.140625 Penalty: 2199.685303
	Iteration 6Q: 3 clusters Score -157143.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -157191.421875 Penalty: 2199.685303
	Iteration 7Q: 3 clusters Score -157191.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -157238.656250 Penalty: 2199.685303
	Iteration 8Q: 3 clusters Score -157238.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -157282.468750 Penalty: 2199.685303
	Iteration 9Q: 3 clusters Score -157282.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -157327.703125 Penalty: 2199.685303
	Iteration 10Q: 3 clusters Score -157327.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -157358.843750 Penalty: 2199.685303
	Iteration 11Q: 3 clusters Score -157358.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -157386.125000 Penalty: 2199.685303
	Iteration 12Q: 3 clusters Score -157386.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -157404.656250 Penalty: 2199.685303
	Iteration 13Q: 3 clusters Score -157404.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -157420.421875 Penalty: 2199.685303
	Iteration 14Q: 3 clusters Score -157420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -157431.750000 Penalty: 2199.685303
	Iteration 15Q: 3 clusters Score -157431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -157446.187500 Penalty: 2199.685303
	Iteration 16Q: 3 clusters Score -157446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -157461.625000 Penalty: 2199.685303
	Iteration 17Q: 3 clusters Score -157461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157469.875000 Penalty: 2199.685303
	Iteration 18Q: 3 clusters Score -157469.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157486.546875 Penalty: 2199.685303
	Iteration 19Q: 3 clusters Score -157486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -157499.781250 Penalty: 2199.685303
	Iteration 20F: 3 clusters Score -157499.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157508.890625 Penalty: 2199.685303
	Iteration 21Q: 3 clusters Score -157508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157513.796875 Penalty: 2199.685303
	Iteration 22Q: 3 clusters Score -157513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -157518.171875 Penalty: 2199.685303
	Iteration 23Q: 3 clusters Score -157518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -157525.968750 Penalty: 2199.685303
	Iteration 24Q: 3 clusters Score -157526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -157530.546875 Penalty: 2199.685303
	Iteration 25Q: 3 clusters Score -157530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157534.328125 Penalty: 2199.685303
	Iteration 26Q: 3 clusters Score -157534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157536.453125 Penalty: 2199.685303
	Iteration 27Q: 3 clusters Score -157536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157537.625000 Penalty: 2199.685303
	Iteration 28Q: 3 clusters Score -157537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157537.625000 Penalty: 2199.685303
	Iteration 29F: 3 clusters Score -157537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Entering Unmasked Estep 
Score: -3784651.500000 Penalty: 1545.272339
	Iteration 0F: 2 clusters Score -3784652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3763541.750000 Penalty: 3090.544678
	Iteration 0F: 3 clusters Score -3763542 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3771700.500000 Penalty: 3090.544678
	Iteration 1F: 3 clusters Score -3771700 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3772316.000000 Penalty: 3090.544678
	Iteration 2Q: 3 clusters Score -3772316 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3772978.000000 Penalty: 3090.544678
	Iteration 3Q: 3 clusters Score -3772978 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3773751.750000 Penalty: 3090.544678
	Iteration 4Q: 3 clusters Score -3773752 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3774661.000000 Penalty: 3090.544678
	Iteration 5F: 3 clusters Score -3774661 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3775872.750000 Penalty: 3090.544678
	Iteration 6F: 3 clusters Score -3775873 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3777329.500000 Penalty: 3090.544678
	Iteration 7F: 3 clusters Score -3777330 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3779050.250000 Penalty: 3090.544678
	Iteration 8F: 3 clusters Score -3779050 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3780649.500000 Penalty: 3090.544678
	Iteration 9F: 3 clusters Score -3780650 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3781806.750000 Penalty: 3090.544678
	Iteration 10Q: 3 clusters Score -3781807 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3782468.500000 Penalty: 3090.544678
	Iteration 11Q: 3 clusters Score -3782468 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3782778.000000 Penalty: 3090.544678
	Iteration 12Q: 3 clusters Score -3782778 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3782979.000000 Penalty: 3090.544678
	Iteration 13Q: 3 clusters Score -3782979 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3783098.250000 Penalty: 3090.544678
	Iteration 14Q: 3 clusters Score -3783098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3783202.250000 Penalty: 3090.544678
	Iteration 15Q: 3 clusters Score -3783202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3783271.000000 Penalty: 3090.544678
	Iteration 16Q: 3 clusters Score -3783271 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3783340.250000 Penalty: 3090.544678
	Iteration 17Q: 3 clusters Score -3783340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3783396.000000 Penalty: 3090.544678
	Iteration 18Q: 3 clusters Score -3783396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3783428.250000 Penalty: 3090.544678
	Iteration 19Q: 3 clusters Score -3783428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3783455.500000 Penalty: 3090.544678
	Iteration 20F: 3 clusters Score -3783456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3783483.500000 Penalty: 3090.544678
	Iteration 21Q: 3 clusters Score -3783484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -3783497.250000 Penalty: 3090.544678
	Iteration 22Q: 3 clusters Score -3783497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3783511.500000 Penalty: 3090.544678
	Iteration 23Q: 3 clusters Score -3783512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3783514.500000 Penalty: 3090.544678
	Iteration 24Q: 3 clusters Score -3783514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3783523.750000 Penalty: 3090.544678
	Iteration 25Q: 3 clusters Score -3783524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3783536.000000 Penalty: 3090.544678
	Iteration 26Q: 3 clusters Score -3783536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3783540.750000 Penalty: 3090.544678
	Iteration 27Q: 3 clusters Score -3783541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3783553.750000 Penalty: 3090.544678
	Iteration 28Q: 3 clusters Score -3783554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3783562.250000 Penalty: 3090.544678
	Iteration 29Q: 3 clusters Score -3783562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3783563.500000 Penalty: 3090.544678
	Iteration 30Q: 3 clusters Score -3783564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3783577.250000 Penalty: 3090.544678
	Iteration 31Q: 3 clusters Score -3783577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3783583.500000 Penalty: 3090.544678
	Iteration 32Q: 3 clusters Score -3783584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3783580.500000 Penalty: 3090.544678
	Iteration 33Q: 3 clusters Score -3783580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3783589.500000 Penalty: 3090.544678
	Iteration 34Q: 3 clusters Score -3783590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3783591.250000 Penalty: 3090.544678
	Iteration 35Q: 3 clusters Score -3783591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3783588.250000 Penalty: 3090.544678
	Iteration 36Q: 3 clusters Score -3783588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3783595.500000 Penalty: 3090.544678
	Iteration 37Q: 3 clusters Score -3783596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3783596.500000 Penalty: 3090.544678
	Iteration 38Q: 3 clusters Score -3783596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3783595.250000 Penalty: 3090.544678
	Iteration 39Q: 3 clusters Score -3783595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3783595.250000 Penalty: 3090.544678
	Iteration 40F: 3 clusters Score -3783595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -440553.156250 Penalty: 1236.479980
	Iteration 0F: 2 clusters Score -440553.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -437426.250000 Penalty: 2472.959961
	Iteration 0F: 3 clusters Score -437426.2 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -438367.156250 Penalty: 2472.959961
	Iteration 1F: 3 clusters Score -438367.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -438574.218750 Penalty: 2472.959961
	Iteration 2F: 3 clusters Score -438574.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -438701.718750 Penalty: 2472.959961
	Iteration 3Q: 3 clusters Score -438701.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -438775.937500 Penalty: 2472.959961
	Iteration 4Q: 3 clusters Score -438775.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -438825.906250 Penalty: 2472.959961
	Iteration 5Q: 3 clusters Score -438825.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -438859.531250 Penalty: 2472.959961
	Iteration 6Q: 3 clusters Score -438859.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -438878.156250 Penalty: 2472.959961
	Iteration 7Q: 3 clusters Score -438878.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -438893.687500 Penalty: 2472.959961
	Iteration 8Q: 3 clusters Score -438893.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -438907.187500 Penalty: 2472.959961
	Iteration 9Q: 3 clusters Score -438907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -438921.250000 Penalty: 2472.959961
	Iteration 10Q: 3 clusters Score -438921.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -438933.531250 Penalty: 2472.959961
	Iteration 11Q: 3 clusters Score -438933.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -438941.562500 Penalty: 2472.959961
	Iteration 12Q: 3 clusters Score -438941.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -438951.125000 Penalty: 2472.959961
	Iteration 13Q: 3 clusters Score -438951.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -438959.625000 Penalty: 2472.959961
	Iteration 14Q: 3 clusters Score -438959.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -438973.875000 Penalty: 2472.959961
	Iteration 15Q: 3 clusters Score -438973.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -438984.937500 Penalty: 2472.959961
	Iteration 16Q: 3 clusters Score -438984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -438992.343750 Penalty: 2472.959961
	Iteration 17Q: 3 clusters Score -438992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -438995.718750 Penalty: 2472.959961
	Iteration 18Q: 3 clusters Score -438995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -439000.500000 Penalty: 2472.959961
	Iteration 19Q: 3 clusters Score -439000.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -439004.406250 Penalty: 2472.959961
	Iteration 20F: 3 clusters Score -439004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -439005.906250 Penalty: 2472.959961
	Iteration 21Q: 3 clusters Score -439005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -439007.000000 Penalty: 2472.959961
	Iteration 22Q: 3 clusters Score -439007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -439012.125000 Penalty: 2472.959961
	Iteration 23Q: 3 clusters Score -439012.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -439015.937500 Penalty: 2472.959961
	Iteration 24Q: 3 clusters Score -439015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -439020.156250 Penalty: 2472.959961
	Iteration 25Q: 3 clusters Score -439020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -439022.968750 Penalty: 2472.959961
	Iteration 26Q: 3 clusters Score -439023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -439026.968750 Penalty: 2472.959961
	Iteration 27Q: 3 clusters Score -439027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -439028.718750 Penalty: 2472.959961
	Iteration 28Q: 3 clusters Score -439028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -439030.875000 Penalty: 2472.959961
	Iteration 29Q: 3 clusters Score -439030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -439031.656250 Penalty: 2472.959961
	Iteration 30Q: 3 clusters Score -439031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -439033.718750 Penalty: 2472.959961
	Iteration 31Q: 3 clusters Score -439033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -439035.125000 Penalty: 2472.959961
	Iteration 32Q: 3 clusters Score -439035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -439036.187500 Penalty: 2472.959961
	Iteration 33Q: 3 clusters Score -439036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -439037.343750 Penalty: 2472.959961
	Iteration 34Q: 3 clusters Score -439037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -439038.531250 Penalty: 2472.959961
	Iteration 35Q: 3 clusters Score -439038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -439040.531250 Penalty: 2472.959961
	Iteration 36Q: 3 clusters Score -439040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -439041.718750 Penalty: 2472.959961
	Iteration 37Q: 3 clusters Score -439041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -439043.000000 Penalty: 2472.959961
	Iteration 38Q: 3 clusters Score -439043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -439042.656250 Penalty: 2472.959961
	Iteration 39Q: 3 clusters Score -439042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -439042.656250 Penalty: 2472.959961
	Iteration 40F: 3 clusters Score -439042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -954798.750000 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -954798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -949173.562500 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -949173.6 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -951113.312500 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -951113.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -951441.375000 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -951441.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -951665.812500 Penalty: 2679.569824
	Iteration 3F: 3 clusters Score -951665.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -951875.812500 Penalty: 2679.569824
	Iteration 4Q: 3 clusters Score -951875.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -952058.687500 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -952058.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -952199.937500 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -952199.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -952348.062500 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -952348.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -952471.187500 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -952471.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -952577.625000 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -952577.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -952706.812500 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -952706.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -952855.000000 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -952855 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -953025.812500 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -953025.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -953214.312500 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -953214.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -953379.875000 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -953379.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -953531.875000 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -953531.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -953649.125000 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -953649.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -953761.062500 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -953761.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -953832.437500 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -953832.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -953906.000000 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -953906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -953953.687500 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -953953.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -953988.812500 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -953988.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -954009.062500 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -954009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -954024.187500 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -954024.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -954031.375000 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -954031.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -954039.750000 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -954039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -954045.937500 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -954045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -954049.062500 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -954049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -954051.500000 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -954051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -954056.812500 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -954056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -954059.250000 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -954059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -954062.062500 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -954062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -954065.625000 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -954065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -954065.625000 Penalty: 2679.569824
	Iteration 33F: 3 clusters Score -954065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Entering Unmasked Estep 
Score: -927874.500000 Penalty: 1340.332764
	Iteration 0F: 2 clusters Score -927874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -922285.750000 Penalty: 2680.665527
	Iteration 0F: 3 clusters Score -922285.8 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -924055.687500 Penalty: 2680.665527
	Iteration 1F: 3 clusters Score -924055.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -924317.437500 Penalty: 2680.665527
	Iteration 2F: 3 clusters Score -924317.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -924501.125000 Penalty: 2680.665527
	Iteration 3Q: 3 clusters Score -924501.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -924657.687500 Penalty: 2680.665527
	Iteration 4Q: 3 clusters Score -924657.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -924799.937500 Penalty: 2680.665527
	Iteration 5Q: 3 clusters Score -924799.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -924907.500000 Penalty: 2680.665527
	Iteration 6Q: 3 clusters Score -924907.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -924994.625000 Penalty: 2680.665527
	Iteration 7Q: 3 clusters Score -924994.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -925068.562500 Penalty: 2680.665527
	Iteration 8Q: 3 clusters Score -925068.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -925143.812500 Penalty: 2680.665527
	Iteration 9Q: 3 clusters Score -925143.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -925231.625000 Penalty: 2680.665527
	Iteration 10Q: 3 clusters Score -925231.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -925358.312500 Penalty: 2680.665527
	Iteration 11Q: 3 clusters Score -925358.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -925482.625000 Penalty: 2680.665527
	Iteration 12Q: 3 clusters Score -925482.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -925601.000000 Penalty: 2680.665527
	Iteration 13Q: 3 clusters Score -925601 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -925694.812500 Penalty: 2680.665527
	Iteration 14Q: 3 clusters Score -925694.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -925785.875000 Penalty: 2680.665527
	Iteration 15Q: 3 clusters Score -925785.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -925870.375000 Penalty: 2680.665527
	Iteration 16Q: 3 clusters Score -925870.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -925940.562500 Penalty: 2680.665527
	Iteration 17Q: 3 clusters Score -925940.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -926017.937500 Penalty: 2680.665527
	Iteration 18Q: 3 clusters Score -926017.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -926099.562500 Penalty: 2680.665527
	Iteration 19Q: 3 clusters Score -926099.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -926168.500000 Penalty: 2680.665527
	Iteration 20F: 3 clusters Score -926168.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -926229.937500 Penalty: 2680.665527
	Iteration 21Q: 3 clusters Score -926229.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -926286.062500 Penalty: 2680.665527
	Iteration 22Q: 3 clusters Score -926286.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -926342.187500 Penalty: 2680.665527
	Iteration 23Q: 3 clusters Score -926342.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -926401.750000 Penalty: 2680.665527
	Iteration 24Q: 3 clusters Score -926401.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -926451.562500 Penalty: 2680.665527
	Iteration 25Q: 3 clusters Score -926451.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -926497.375000 Penalty: 2680.665527
	Iteration 26Q: 3 clusters Score -926497.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -926543.062500 Penalty: 2680.665527
	Iteration 27Q: 3 clusters Score -926543.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -926597.687500 Penalty: 2680.665527
	Iteration 28Q: 3 clusters Score -926597.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -926641.625000 Penalty: 2680.665527
	Iteration 29Q: 3 clusters Score -926641.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -926690.187500 Penalty: 2680.665527
	Iteration 30Q: 3 clusters Score -926690.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -926732.687500 Penalty: 2680.665527
	Iteration 31Q: 3 clusters Score -926732.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -926768.375000 Penalty: 2680.665527
	Iteration 32Q: 3 clusters Score -926768.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -926799.187500 Penalty: 2680.665527
	Iteration 33Q: 3 clusters Score -926799.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -926827.812500 Penalty: 2680.665527
	Iteration 34Q: 3 clusters Score -926827.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -926851.937500 Penalty: 2680.665527
	Iteration 35Q: 3 clusters Score -926851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -926866.312500 Penalty: 2680.665527
	Iteration 36Q: 3 clusters Score -926866.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -926880.625000 Penalty: 2680.665527
	Iteration 37Q: 3 clusters Score -926880.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -926894.000000 Penalty: 2680.665527
	Iteration 38Q: 3 clusters Score -926894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -926904.812500 Penalty: 2680.665527
	Iteration 39Q: 3 clusters Score -926904.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -926923.625000 Penalty: 2680.665527
	Iteration 40F: 3 clusters Score -926923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -926936.187500 Penalty: 2680.665527
	Iteration 41Q: 3 clusters Score -926936.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -926951.750000 Penalty: 2680.665527
	Iteration 42Q: 3 clusters Score -926951.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -926967.062500 Penalty: 2680.665527
	Iteration 43Q: 3 clusters Score -926967.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -926974.625000 Penalty: 2680.665527
	Iteration 44Q: 3 clusters Score -926974.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -926978.562500 Penalty: 2680.665527
	Iteration 45Q: 3 clusters Score -926978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -926982.000000 Penalty: 2680.665527
	Iteration 46Q: 3 clusters Score -926982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -926985.312500 Penalty: 2680.665527
	Iteration 47Q: 3 clusters Score -926985.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -926990.562500 Penalty: 2680.665527
	Iteration 48Q: 3 clusters Score -926990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -926990.750000 Penalty: 2680.665527
	Iteration 49Q: 3 clusters Score -926990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -926990.187500 Penalty: 2680.665527
	Iteration 50Q: 3 clusters Score -926990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -926992.500000 Penalty: 2680.665527
	Iteration 51Q: 3 clusters Score -926992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -926992.500000 Penalty: 2680.665527
	Iteration 52F: 3 clusters Score -926992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Entering Unmasked Estep 
Score: -3044458.750000 Penalty: 1521.235718
	Iteration 0F: 2 clusters Score -3044459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3026395.750000 Penalty: 3042.471436
	Iteration 0F: 3 clusters Score -3026396 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3033189.250000 Penalty: 3042.471436
	Iteration 1F: 3 clusters Score -3033189 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3033743.250000 Penalty: 3042.471436
	Iteration 2F: 3 clusters Score -3033743 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3034308.500000 Penalty: 3042.471436
	Iteration 3F: 3 clusters Score -3034308 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3034863.500000 Penalty: 3042.471436
	Iteration 4Q: 3 clusters Score -3034864 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3035456.000000 Penalty: 3042.471436
	Iteration 5Q: 3 clusters Score -3035456 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3036207.000000 Penalty: 3042.471436
	Iteration 6F: 3 clusters Score -3036207 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3037197.000000 Penalty: 3042.471436
	Iteration 7F: 3 clusters Score -3037197 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3038372.750000 Penalty: 3042.471436
	Iteration 8F: 3 clusters Score -3038373 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3039583.750000 Penalty: 3042.471436
	Iteration 9F: 3 clusters Score -3039584 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3040797.000000 Penalty: 3042.471436
	Iteration 10F: 3 clusters Score -3040797 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3041812.500000 Penalty: 3042.471436
	Iteration 11Q: 3 clusters Score -3041812 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3042520.500000 Penalty: 3042.471436
	Iteration 12Q: 3 clusters Score -3042520 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3042931.250000 Penalty: 3042.471436
	Iteration 13Q: 3 clusters Score -3042931 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3043203.250000 Penalty: 3042.471436
	Iteration 14Q: 3 clusters Score -3043203 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3043412.750000 Penalty: 3042.471436
	Iteration 15Q: 3 clusters Score -3043413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3043593.750000 Penalty: 3042.471436
	Iteration 16Q: 3 clusters Score -3043594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3043684.250000 Penalty: 3042.471436
	Iteration 17Q: 3 clusters Score -3043684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3043741.750000 Penalty: 3042.471436
	Iteration 18Q: 3 clusters Score -3043742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3043760.000000 Penalty: 3042.471436
	Iteration 19Q: 3 clusters Score -3043760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3043772.500000 Penalty: 3042.471436
	Iteration 20F: 3 clusters Score -3043772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3043782.250000 Penalty: 3042.471436
	Iteration 21Q: 3 clusters Score -3043782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3043786.250000 Penalty: 3042.471436
	Iteration 22Q: 3 clusters Score -3043786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3043800.250000 Penalty: 3042.471436
	Iteration 23Q: 3 clusters Score -3043800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3043801.500000 Penalty: 3042.471436
	Iteration 24Q: 3 clusters Score -3043802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3043801.750000 Penalty: 3042.471436
	Iteration 25Q: 3 clusters Score -3043802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3043805.500000 Penalty: 3042.471436
	Iteration 26Q: 3 clusters Score -3043806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3043804.250000 Penalty: 3042.471436
	Iteration 27Q: 3 clusters Score -3043804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3043801.000000 Penalty: 3042.471436
	Iteration 28Q: 3 clusters Score -3043801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3043805.250000 Penalty: 3042.471436
	Iteration 29Q: 3 clusters Score -3043805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3043804.750000 Penalty: 3042.471436
	Iteration 30Q: 3 clusters Score -3043805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3043803.750000 Penalty: 3042.471436
	Iteration 31Q: 3 clusters Score -3043804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3043808.750000 Penalty: 3042.471436
	Iteration 32Q: 3 clusters Score -3043809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3043808.250000 Penalty: 3042.471436
	Iteration 33Q: 3 clusters Score -3043808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3043808.250000 Penalty: 3042.471436
	Iteration 34F: 3 clusters Score -3043808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Entering Unmasked Estep 
Score: -780811.937500 Penalty: 1329.525391
	Iteration 0F: 2 clusters Score -780811.9 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 3759 members 
Entering Unmasked Estep 
Score: -775542.937500 Penalty: 2659.050781
	Iteration 0F: 3 clusters Score -775542.9 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -777429.250000 Penalty: 2659.050781
	Iteration 1F: 3 clusters Score -777429.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -777851.875000 Penalty: 2659.050781
	Iteration 2F: 3 clusters Score -777851.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -778230.125000 Penalty: 2659.050781
	Iteration 3F: 3 clusters Score -778230.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -778650.875000 Penalty: 2659.050781
	Iteration 4F: 3 clusters Score -778650.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -779082.625000 Penalty: 2659.050781
	Iteration 5F: 3 clusters Score -779082.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -779470.812500 Penalty: 2659.050781
	Iteration 6F: 3 clusters Score -779470.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -779777.625000 Penalty: 2659.050781
	Iteration 7Q: 3 clusters Score -779777.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -779985.125000 Penalty: 2659.050781
	Iteration 8Q: 3 clusters Score -779985.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -780112.625000 Penalty: 2659.050781
	Iteration 9Q: 3 clusters Score -780112.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -780225.125000 Penalty: 2659.050781
	Iteration 10Q: 3 clusters Score -780225.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -780311.000000 Penalty: 2659.050781
	Iteration 11Q: 3 clusters Score -780311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -780378.062500 Penalty: 2659.050781
	Iteration 12Q: 3 clusters Score -780378.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -780429.562500 Penalty: 2659.050781
	Iteration 13Q: 3 clusters Score -780429.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -780461.562500 Penalty: 2659.050781
	Iteration 14Q: 3 clusters Score -780461.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -780497.625000 Penalty: 2659.050781
	Iteration 15Q: 3 clusters Score -780497.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -780549.312500 Penalty: 2659.050781
	Iteration 16Q: 3 clusters Score -780549.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -780595.875000 Penalty: 2659.050781
	Iteration 17Q: 3 clusters Score -780595.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -780647.750000 Penalty: 2659.050781
	Iteration 18Q: 3 clusters Score -780647.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -780717.187500 Penalty: 2659.050781
	Iteration 19Q: 3 clusters Score -780717.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -780773.250000 Penalty: 2659.050781
	Iteration 20F: 3 clusters Score -780773.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -780809.687500 Penalty: 2659.050781
	Iteration 21Q: 3 clusters Score -780809.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -780836.875000 Penalty: 2659.050781
	Iteration 22Q: 3 clusters Score -780836.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -780861.312500 Penalty: 2659.050781
	Iteration 23Q: 3 clusters Score -780861.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -780874.187500 Penalty: 2659.050781
	Iteration 24Q: 3 clusters Score -780874.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -780882.625000 Penalty: 2659.050781
	Iteration 25Q: 3 clusters Score -780882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -780893.750000 Penalty: 2659.050781
	Iteration 26Q: 3 clusters Score -780893.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -780895.562500 Penalty: 2659.050781
	Iteration 27Q: 3 clusters Score -780895.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -780902.812500 Penalty: 2659.050781
	Iteration 28Q: 3 clusters Score -780902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -780908.625000 Penalty: 2659.050781
	Iteration 29Q: 3 clusters Score -780908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -780910.625000 Penalty: 2659.050781
	Iteration 30Q: 3 clusters Score -780910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -780915.812500 Penalty: 2659.050781
	Iteration 31Q: 3 clusters Score -780915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -780914.937500 Penalty: 2659.050781
	Iteration 32Q: 3 clusters Score -780914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -780914.875000 Penalty: 2659.050781
	Iteration 33Q: 3 clusters Score -780914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -780915.937500 Penalty: 2659.050781
	Iteration 34Q: 3 clusters Score -780915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -780915.937500 Penalty: 2659.050781
	Iteration 35F: 3 clusters Score -780915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 5997 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 1596 members 
Entering Unmasked Estep 
Score: -111089224.000000 Penalty: 117209.742188
Splitting cluster 23 changes total score from -111089824.000000 to -111089224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46785.160156 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46785.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46974.871094 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -46974.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47074.066406 Penalty: 1874.567383
	Iteration 2F: 3 clusters Score -47074.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47112.242188 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47112.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47142.050781 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47142.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47169.398438 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47183.367188 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47183.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47207.437500 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47207.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47222.085938 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47222.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47236.750000 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47236.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47251.414062 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47251.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47262.859375 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47262.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47270.042969 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47270.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47274.683594 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47274.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47280.464844 Penalty: 1874.567383
	Iteration 14Q: 3 clusters Score -47280.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47285.160156 Penalty: 1874.567383
	Iteration 15Q: 3 clusters Score -47285.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47286.824219 Penalty: 1874.567383
	Iteration 16Q: 3 clusters Score -47286.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47292.050781 Penalty: 1874.567383
	Iteration 17Q: 3 clusters Score -47292.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47293.847656 Penalty: 1874.567383
	Iteration 18Q: 3 clusters Score -47293.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47293.847656 Penalty: 1874.567383
	Iteration 19F: 3 clusters Score -47293.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -913295.437500 Penalty: 1340.296265
	Iteration 0F: 2 clusters Score -913295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -907667.187500 Penalty: 2680.592529
	Iteration 0F: 3 clusters Score -907667.2 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -909580.062500 Penalty: 2680.592529
	Iteration 1F: 3 clusters Score -909580.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -909937.312500 Penalty: 2680.592529
	Iteration 2F: 3 clusters Score -909937.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -910218.250000 Penalty: 2680.592529
	Iteration 3F: 3 clusters Score -910218.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -910478.687500 Penalty: 2680.592529
	Iteration 4F: 3 clusters Score -910478.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -910704.375000 Penalty: 2680.592529
	Iteration 5Q: 3 clusters Score -910704.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -910933.250000 Penalty: 2680.592529
	Iteration 6Q: 3 clusters Score -910933.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -911191.687500 Penalty: 2680.592529
	Iteration 7Q: 3 clusters Score -911191.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -911456.875000 Penalty: 2680.592529
	Iteration 8Q: 3 clusters Score -911456.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -911748.062500 Penalty: 2680.592529
	Iteration 9Q: 3 clusters Score -911748.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -912076.187500 Penalty: 2680.592529
	Iteration 10Q: 3 clusters Score -912076.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -912359.937500 Penalty: 2680.592529
	Iteration 11Q: 3 clusters Score -912359.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -912540.250000 Penalty: 2680.592529
	Iteration 12Q: 3 clusters Score -912540.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -912699.562500 Penalty: 2680.592529
	Iteration 13Q: 3 clusters Score -912699.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -912862.937500 Penalty: 2680.592529
	Iteration 14Q: 3 clusters Score -912862.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -912997.562500 Penalty: 2680.592529
	Iteration 15Q: 3 clusters Score -912997.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -913118.187500 Penalty: 2680.592529
	Iteration 16Q: 3 clusters Score -913118.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -913230.125000 Penalty: 2680.592529
	Iteration 17Q: 3 clusters Score -913230.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -913336.250000 Penalty: 2680.592529
	Iteration 18Q: 3 clusters Score -913336.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -913439.562500 Penalty: 2680.592529
	Iteration 19Q: 3 clusters Score -913439.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -913507.625000 Penalty: 2680.592529
	Iteration 20F: 3 clusters Score -913507.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -913542.812500 Penalty: 2680.592529
	Iteration 21Q: 3 clusters Score -913542.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -913559.562500 Penalty: 2680.592529
	Iteration 22Q: 3 clusters Score -913559.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -913568.812500 Penalty: 2680.592529
	Iteration 23Q: 3 clusters Score -913568.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -913574.937500 Penalty: 2680.592529
	Iteration 24Q: 3 clusters Score -913574.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -913580.625000 Penalty: 2680.592529
	Iteration 25Q: 3 clusters Score -913580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -913580.562500 Penalty: 2680.592529
	Iteration 26Q: 3 clusters Score -913580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -913581.000000 Penalty: 2680.592529
	Iteration 27Q: 3 clusters Score -913581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -913582.812500 Penalty: 2680.592529
	Iteration 28Q: 3 clusters Score -913582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -913585.250000 Penalty: 2680.592529
	Iteration 29Q: 3 clusters Score -913585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -913583.562500 Penalty: 2680.592529
	Iteration 30Q: 3 clusters Score -913583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -913583.687500 Penalty: 2680.592529
	Iteration 31Q: 3 clusters Score -913583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -913583.375000 Penalty: 2680.592529
	Iteration 32Q: 3 clusters Score -913583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -913586.625000 Penalty: 2680.592529
	Iteration 33Q: 3 clusters Score -913586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -913588.562500 Penalty: 2680.592529
	Iteration 34Q: 3 clusters Score -913588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -913588.875000 Penalty: 2680.592529
	Iteration 35Q: 3 clusters Score -913588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -913588.875000 Penalty: 2680.592529
	Iteration 36F: 3 clusters Score -913588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 5865 members 
Entering Unmasked Estep 
Score: -111089424.000000 Penalty: 117209.742188
Splitting cluster 25 changes total score from -111089824.000000 to -111089424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (16625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Entering Unmasked Estep 
Score: -1902518.625000 Penalty: 1446.137085
	Iteration 0F: 2 clusters Score -1902519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1891570.375000 Penalty: 2892.274170
	Iteration 0F: 3 clusters Score -1891570 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1895363.000000 Penalty: 2892.274170
	Iteration 1F: 3 clusters Score -1895363 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1895806.250000 Penalty: 2892.274170
	Iteration 2F: 3 clusters Score -1895806 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1896244.000000 Penalty: 2892.274170
	Iteration 3F: 3 clusters Score -1896244 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1896724.000000 Penalty: 2892.274170
	Iteration 4F: 3 clusters Score -1896724 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1897268.250000 Penalty: 2892.274170
	Iteration 5F: 3 clusters Score -1897268 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1897955.000000 Penalty: 2892.274170
	Iteration 6F: 3 clusters Score -1897955 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1898753.250000 Penalty: 2892.274170
	Iteration 7F: 3 clusters Score -1898753 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1899591.125000 Penalty: 2892.274170
	Iteration 8F: 3 clusters Score -1899591 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1900255.125000 Penalty: 2892.274170
	Iteration 9Q: 3 clusters Score -1900255 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1900641.250000 Penalty: 2892.274170
	Iteration 10Q: 3 clusters Score -1900641 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1900880.500000 Penalty: 2892.274170
	Iteration 11Q: 3 clusters Score -1900880 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1901032.000000 Penalty: 2892.274170
	Iteration 12Q: 3 clusters Score -1901032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1901152.000000 Penalty: 2892.274170
	Iteration 13Q: 3 clusters Score -1901152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1901220.750000 Penalty: 2892.274170
	Iteration 14Q: 3 clusters Score -1901221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1901262.625000 Penalty: 2892.274170
	Iteration 15Q: 3 clusters Score -1901263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1901304.250000 Penalty: 2892.274170
	Iteration 16Q: 3 clusters Score -1901304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1901324.500000 Penalty: 2892.274170
	Iteration 17Q: 3 clusters Score -1901324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1901335.625000 Penalty: 2892.274170
	Iteration 18Q: 3 clusters Score -1901336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1901349.250000 Penalty: 2892.274170
	Iteration 19Q: 3 clusters Score -1901349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1901355.375000 Penalty: 2892.274170
	Iteration 20F: 3 clusters Score -1901355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1901361.125000 Penalty: 2892.274170
	Iteration 21Q: 3 clusters Score -1901361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1901363.250000 Penalty: 2892.274170
	Iteration 22Q: 3 clusters Score -1901363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1901366.250000 Penalty: 2892.274170
	Iteration 23Q: 3 clusters Score -1901366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1901368.375000 Penalty: 2892.274170
	Iteration 24Q: 3 clusters Score -1901368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1901368.875000 Penalty: 2892.274170
	Iteration 25Q: 3 clusters Score -1901369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1901368.625000 Penalty: 2892.274170
	Iteration 26Q: 3 clusters Score -1901369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1901368.750000 Penalty: 2892.274170
	Iteration 27Q: 3 clusters Score -1901369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1901368.750000 Penalty: 2892.274170
	Iteration 28F: 3 clusters Score -1901369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Entering Unmasked Estep 
Score: -1514284.625000 Penalty: 1415.923706
	Iteration 0F: 2 clusters Score -1514285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1505441.000000 Penalty: 2831.847412
	Iteration 0F: 3 clusters Score -1505441 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1508714.000000 Penalty: 2831.847412
	Iteration 1F: 3 clusters Score -1508714 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1509397.500000 Penalty: 2831.847412
	Iteration 2F: 3 clusters Score -1509398 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1510103.875000 Penalty: 2831.847412
	Iteration 3F: 3 clusters Score -1510104 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1510760.125000 Penalty: 2831.847412
	Iteration 4F: 3 clusters Score -1510760 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1511399.375000 Penalty: 2831.847412
	Iteration 5F: 3 clusters Score -1511399 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1512013.000000 Penalty: 2831.847412
	Iteration 6F: 3 clusters Score -1512013 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1512551.875000 Penalty: 2831.847412
	Iteration 7Q: 3 clusters Score -1512552 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1512905.125000 Penalty: 2831.847412
	Iteration 8Q: 3 clusters Score -1512905 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1513125.875000 Penalty: 2831.847412
	Iteration 9Q: 3 clusters Score -1513126 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1513271.125000 Penalty: 2831.847412
	Iteration 10Q: 3 clusters Score -1513271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1513351.750000 Penalty: 2831.847412
	Iteration 11Q: 3 clusters Score -1513352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1513401.625000 Penalty: 2831.847412
	Iteration 12Q: 3 clusters Score -1513402 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1513436.125000 Penalty: 2831.847412
	Iteration 13Q: 3 clusters Score -1513436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1513455.125000 Penalty: 2831.847412
	Iteration 14Q: 3 clusters Score -1513455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1513479.375000 Penalty: 2831.847412
	Iteration 15Q: 3 clusters Score -1513479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1513497.000000 Penalty: 2831.847412
	Iteration 16Q: 3 clusters Score -1513497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1513510.625000 Penalty: 2831.847412
	Iteration 17Q: 3 clusters Score -1513511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1513532.375000 Penalty: 2831.847412
	Iteration 18Q: 3 clusters Score -1513532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1513541.250000 Penalty: 2831.847412
	Iteration 19Q: 3 clusters Score -1513541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1513563.375000 Penalty: 2831.847412
	Iteration 20F: 3 clusters Score -1513563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1513565.625000 Penalty: 2831.847412
	Iteration 21Q: 3 clusters Score -1513566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1513579.625000 Penalty: 2831.847412
	Iteration 22Q: 3 clusters Score -1513580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1513588.250000 Penalty: 2831.847412
	Iteration 23Q: 3 clusters Score -1513588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1513593.750000 Penalty: 2831.847412
	Iteration 24Q: 3 clusters Score -1513594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1513597.750000 Penalty: 2831.847412
	Iteration 25Q: 3 clusters Score -1513598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1513600.375000 Penalty: 2831.847412
	Iteration 26Q: 3 clusters Score -1513600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1513607.250000 Penalty: 2831.847412
	Iteration 27Q: 3 clusters Score -1513607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1513610.500000 Penalty: 2831.847412
	Iteration 28Q: 3 clusters Score -1513610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1513616.250000 Penalty: 2831.847412
	Iteration 29Q: 3 clusters Score -1513616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1513622.875000 Penalty: 2831.847412
	Iteration 30Q: 3 clusters Score -1513623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1513624.000000 Penalty: 2831.847412
	Iteration 31Q: 3 clusters Score -1513624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1513630.875000 Penalty: 2831.847412
	Iteration 32Q: 3 clusters Score -1513631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1513630.375000 Penalty: 2831.847412
	Iteration 33Q: 3 clusters Score -1513630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1513633.750000 Penalty: 2831.847412
	Iteration 34Q: 3 clusters Score -1513634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1513637.000000 Penalty: 2831.847412
	Iteration 35Q: 3 clusters Score -1513637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1513642.875000 Penalty: 2831.847412
	Iteration 36Q: 3 clusters Score -1513643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1513647.875000 Penalty: 2831.847412
	Iteration 37Q: 3 clusters Score -1513648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1513652.500000 Penalty: 2831.847412
	Iteration 38Q: 3 clusters Score -1513652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1513655.625000 Penalty: 2831.847412
	Iteration 39Q: 3 clusters Score -1513656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1513660.375000 Penalty: 2831.847412
	Iteration 40F: 3 clusters Score -1513660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1513662.625000 Penalty: 2831.847412
	Iteration 41Q: 3 clusters Score -1513663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1513666.000000 Penalty: 2831.847412
	Iteration 42Q: 3 clusters Score -1513666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1513670.250000 Penalty: 2831.847412
	Iteration 43Q: 3 clusters Score -1513670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1513671.000000 Penalty: 2831.847412
	Iteration 44Q: 3 clusters Score -1513671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1513674.625000 Penalty: 2831.847412
	Iteration 45Q: 3 clusters Score -1513675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1513675.125000 Penalty: 2831.847412
	Iteration 46Q: 3 clusters Score -1513675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1513675.375000 Penalty: 2831.847412
	Iteration 47Q: 3 clusters Score -1513675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1513673.750000 Penalty: 2831.847412
	Iteration 48Q: 3 clusters Score -1513674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1513673.875000 Penalty: 2831.847412
	Iteration 49Q: 3 clusters Score -1513674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1513685.500000 Penalty: 2831.847412
	Iteration 50Q: 3 clusters Score -1513686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1513694.125000 Penalty: 2831.847412
	Iteration 51Q: 3 clusters Score -1513694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1513694.250000 Penalty: 2831.847412
	Iteration 52Q: 3 clusters Score -1513694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1513699.250000 Penalty: 2831.847412
	Iteration 53Q: 3 clusters Score -1513699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1513709.125000 Penalty: 2831.847412
	Iteration 54Q: 3 clusters Score -1513709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1513709.250000 Penalty: 2831.847412
	Iteration 55Q: 3 clusters Score -1513709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1513716.875000 Penalty: 2831.847412
	Iteration 56Q: 3 clusters Score -1513717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1513719.250000 Penalty: 2831.847412
	Iteration 57Q: 3 clusters Score -1513719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1513727.125000 Penalty: 2831.847412
	Iteration 58Q: 3 clusters Score -1513727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1513732.125000 Penalty: 2831.847412
	Iteration 59Q: 3 clusters Score -1513732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1513731.000000 Penalty: 2831.847412
	Iteration 60F: 3 clusters Score -1513731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1513730.625000 Penalty: 2831.847412
	Iteration 61Q: 3 clusters Score -1513731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1513728.375000 Penalty: 2831.847412
	Iteration 62Q: 3 clusters Score -1513728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1513735.500000 Penalty: 2831.847412
	Iteration 63Q: 3 clusters Score -1513736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1513740.000000 Penalty: 2831.847412
	Iteration 64Q: 3 clusters Score -1513740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1513739.250000 Penalty: 2831.847412
	Iteration 65Q: 3 clusters Score -1513739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1513737.750000 Penalty: 2831.847412
	Iteration 66Q: 3 clusters Score -1513738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1513739.875000 Penalty: 2831.847412
	Iteration 67Q: 3 clusters Score -1513740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1513740.625000 Penalty: 2831.847412
	Iteration 68Q: 3 clusters Score -1513741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1513740.625000 Penalty: 2831.847412
	Iteration 69F: 3 clusters Score -1513741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Entering Unmasked Estep 
Score: -2469065.750000 Penalty: 1481.153931
	Iteration 0F: 2 clusters Score -2469066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2455315.000000 Penalty: 2962.307861
	Iteration 0F: 3 clusters Score -2455315 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2460475.500000 Penalty: 2962.307861
	Iteration 1F: 3 clusters Score -2460476 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2460985.750000 Penalty: 2962.307861
	Iteration 2F: 3 clusters Score -2460986 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2461551.500000 Penalty: 2962.307861
	Iteration 3F: 3 clusters Score -2461552 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2462270.250000 Penalty: 2962.307861
	Iteration 4F: 3 clusters Score -2462270 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2463170.500000 Penalty: 2962.307861
	Iteration 5F: 3 clusters Score -2463170 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2464290.500000 Penalty: 2962.307861
	Iteration 6F: 3 clusters Score -2464290 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2465430.500000 Penalty: 2962.307861
	Iteration 7F: 3 clusters Score -2465430 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2466363.000000 Penalty: 2962.307861
	Iteration 8Q: 3 clusters Score -2466363 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2466975.000000 Penalty: 2962.307861
	Iteration 9Q: 3 clusters Score -2466975 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2467356.500000 Penalty: 2962.307861
	Iteration 10Q: 3 clusters Score -2467356 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2467569.750000 Penalty: 2962.307861
	Iteration 11Q: 3 clusters Score -2467570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2467680.750000 Penalty: 2962.307861
	Iteration 12Q: 3 clusters Score -2467681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2467756.000000 Penalty: 2962.307861
	Iteration 13Q: 3 clusters Score -2467756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2467811.750000 Penalty: 2962.307861
	Iteration 14Q: 3 clusters Score -2467812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2467846.500000 Penalty: 2962.307861
	Iteration 15Q: 3 clusters Score -2467846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2467856.500000 Penalty: 2962.307861
	Iteration 16Q: 3 clusters Score -2467856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2467871.750000 Penalty: 2962.307861
	Iteration 17Q: 3 clusters Score -2467872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2467881.500000 Penalty: 2962.307861
	Iteration 18Q: 3 clusters Score -2467882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2467888.500000 Penalty: 2962.307861
	Iteration 19Q: 3 clusters Score -2467888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2467897.250000 Penalty: 2962.307861
	Iteration 20F: 3 clusters Score -2467897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2467901.250000 Penalty: 2962.307861
	Iteration 21Q: 3 clusters Score -2467901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2467905.250000 Penalty: 2962.307861
	Iteration 22Q: 3 clusters Score -2467905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2467912.750000 Penalty: 2962.307861
	Iteration 23Q: 3 clusters Score -2467913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2467923.000000 Penalty: 2962.307861
	Iteration 24Q: 3 clusters Score -2467923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2467922.250000 Penalty: 2962.307861
	Iteration 25Q: 3 clusters Score -2467922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2467926.000000 Penalty: 2962.307861
	Iteration 26Q: 3 clusters Score -2467926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2467926.000000 Penalty: 2962.307861
	Iteration 27F: 3 clusters Score -2467926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -933236.437500 Penalty: 1335.667847
	Iteration 0F: 2 clusters Score -933236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -927711.375000 Penalty: 2671.335693
	Iteration 0F: 3 clusters Score -927711.4 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -929456.562500 Penalty: 2671.335693
	Iteration 1F: 3 clusters Score -929456.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -929708.312500 Penalty: 2671.335693
	Iteration 2F: 3 clusters Score -929708.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -929904.750000 Penalty: 2671.335693
	Iteration 3F: 3 clusters Score -929904.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -930045.687500 Penalty: 2671.335693
	Iteration 4Q: 3 clusters Score -930045.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -930162.500000 Penalty: 2671.335693
	Iteration 5Q: 3 clusters Score -930162.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -930265.000000 Penalty: 2671.335693
	Iteration 6Q: 3 clusters Score -930265 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -930347.937500 Penalty: 2671.335693
	Iteration 7Q: 3 clusters Score -930347.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -930423.312500 Penalty: 2671.335693
	Iteration 8Q: 3 clusters Score -930423.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -930490.750000 Penalty: 2671.335693
	Iteration 9Q: 3 clusters Score -930490.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -930551.562500 Penalty: 2671.335693
	Iteration 10Q: 3 clusters Score -930551.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -930620.500000 Penalty: 2671.335693
	Iteration 11Q: 3 clusters Score -930620.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -930693.250000 Penalty: 2671.335693
	Iteration 12Q: 3 clusters Score -930693.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -930757.187500 Penalty: 2671.335693
	Iteration 13Q: 3 clusters Score -930757.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -930825.500000 Penalty: 2671.335693
	Iteration 14Q: 3 clusters Score -930825.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -930889.062500 Penalty: 2671.335693
	Iteration 15Q: 3 clusters Score -930889.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -930947.750000 Penalty: 2671.335693
	Iteration 16Q: 3 clusters Score -930947.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -930996.500000 Penalty: 2671.335693
	Iteration 17Q: 3 clusters Score -930996.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -931045.312500 Penalty: 2671.335693
	Iteration 18Q: 3 clusters Score -931045.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -931083.812500 Penalty: 2671.335693
	Iteration 19Q: 3 clusters Score -931083.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -931129.125000 Penalty: 2671.335693
	Iteration 20F: 3 clusters Score -931129.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -931173.437500 Penalty: 2671.335693
	Iteration 21Q: 3 clusters Score -931173.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -931205.062500 Penalty: 2671.335693
	Iteration 22Q: 3 clusters Score -931205.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -931228.937500 Penalty: 2671.335693
	Iteration 23Q: 3 clusters Score -931228.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -931252.562500 Penalty: 2671.335693
	Iteration 24Q: 3 clusters Score -931252.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -931279.750000 Penalty: 2671.335693
	Iteration 25Q: 3 clusters Score -931279.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -931306.750000 Penalty: 2671.335693
	Iteration 26Q: 3 clusters Score -931306.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -931334.562500 Penalty: 2671.335693
	Iteration 27Q: 3 clusters Score -931334.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -931364.937500 Penalty: 2671.335693
	Iteration 28Q: 3 clusters Score -931364.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -931396.562500 Penalty: 2671.335693
	Iteration 29Q: 3 clusters Score -931396.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -931433.687500 Penalty: 2671.335693
	Iteration 30Q: 3 clusters Score -931433.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -931483.062500 Penalty: 2671.335693
	Iteration 31Q: 3 clusters Score -931483.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -931527.500000 Penalty: 2671.335693
	Iteration 32Q: 3 clusters Score -931527.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -931579.312500 Penalty: 2671.335693
	Iteration 33Q: 3 clusters Score -931579.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -931627.562500 Penalty: 2671.335693
	Iteration 34Q: 3 clusters Score -931627.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -931670.625000 Penalty: 2671.335693
	Iteration 35Q: 3 clusters Score -931670.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -931708.437500 Penalty: 2671.335693
	Iteration 36Q: 3 clusters Score -931708.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -931746.187500 Penalty: 2671.335693
	Iteration 37Q: 3 clusters Score -931746.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -931783.625000 Penalty: 2671.335693
	Iteration 38Q: 3 clusters Score -931783.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -931811.000000 Penalty: 2671.335693
	Iteration 39Q: 3 clusters Score -931811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -931836.062500 Penalty: 2671.335693
	Iteration 40F: 3 clusters Score -931836.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -931857.062500 Penalty: 2671.335693
	Iteration 41Q: 3 clusters Score -931857.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -931871.187500 Penalty: 2671.335693
	Iteration 42Q: 3 clusters Score -931871.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -931885.375000 Penalty: 2671.335693
	Iteration 43Q: 3 clusters Score -931885.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -931895.062500 Penalty: 2671.335693
	Iteration 44Q: 3 clusters Score -931895.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -931902.750000 Penalty: 2671.335693
	Iteration 45Q: 3 clusters Score -931902.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -931915.062500 Penalty: 2671.335693
	Iteration 46Q: 3 clusters Score -931915.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -931924.562500 Penalty: 2671.335693
	Iteration 47Q: 3 clusters Score -931924.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -931932.250000 Penalty: 2671.335693
	Iteration 48Q: 3 clusters Score -931932.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -931943.000000 Penalty: 2671.335693
	Iteration 49Q: 3 clusters Score -931943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -931952.062500 Penalty: 2671.335693
	Iteration 50Q: 3 clusters Score -931952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -931963.562500 Penalty: 2671.335693
	Iteration 51Q: 3 clusters Score -931963.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -931970.562500 Penalty: 2671.335693
	Iteration 52Q: 3 clusters Score -931970.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -931981.875000 Penalty: 2671.335693
	Iteration 53Q: 3 clusters Score -931981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -931991.500000 Penalty: 2671.335693
	Iteration 54Q: 3 clusters Score -931991.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -931996.437500 Penalty: 2671.335693
	Iteration 55Q: 3 clusters Score -931996.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -932001.812500 Penalty: 2671.335693
	Iteration 56Q: 3 clusters Score -932001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -932007.562500 Penalty: 2671.335693
	Iteration 57Q: 3 clusters Score -932007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -932012.312500 Penalty: 2671.335693
	Iteration 58Q: 3 clusters Score -932012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -932014.937500 Penalty: 2671.335693
	Iteration 59Q: 3 clusters Score -932014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -932017.187500 Penalty: 2671.335693
	Iteration 60F: 3 clusters Score -932017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -932021.500000 Penalty: 2671.335693
	Iteration 61Q: 3 clusters Score -932021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -932025.125000 Penalty: 2671.335693
	Iteration 62Q: 3 clusters Score -932025.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -932028.875000 Penalty: 2671.335693
	Iteration 63Q: 3 clusters Score -932028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -932030.812500 Penalty: 2671.335693
	Iteration 64Q: 3 clusters Score -932030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -932034.750000 Penalty: 2671.335693
	Iteration 65Q: 3 clusters Score -932034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -932036.437500 Penalty: 2671.335693
	Iteration 66Q: 3 clusters Score -932036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -932040.250000 Penalty: 2671.335693
	Iteration 67Q: 3 clusters Score -932040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -932043.250000 Penalty: 2671.335693
	Iteration 68Q: 3 clusters Score -932043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -932043.187500 Penalty: 2671.335693
	Iteration 69Q: 3 clusters Score -932043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -932042.312500 Penalty: 2671.335693
	Iteration 70Q: 3 clusters Score -932042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -932046.312500 Penalty: 2671.335693
	Iteration 71Q: 3 clusters Score -932046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -932047.437500 Penalty: 2671.335693
	Iteration 72Q: 3 clusters Score -932047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -932047.875000 Penalty: 2671.335693
	Iteration 73Q: 3 clusters Score -932047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -932049.187500 Penalty: 2671.335693
	Iteration 74Q: 3 clusters Score -932049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -932050.875000 Penalty: 2671.335693
	Iteration 75Q: 3 clusters Score -932050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -932050.062500 Penalty: 2671.335693
	Iteration 76Q: 3 clusters Score -932050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -932053.687500 Penalty: 2671.335693
	Iteration 77Q: 3 clusters Score -932053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -932055.062500 Penalty: 2671.335693
	Iteration 78Q: 3 clusters Score -932055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -932058.750000 Penalty: 2671.335693
	Iteration 79Q: 3 clusters Score -932058.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -932063.312500 Penalty: 2671.335693
	Iteration 80F: 3 clusters Score -932063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -932065.625000 Penalty: 2671.335693
	Iteration 81Q: 3 clusters Score -932065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -932067.250000 Penalty: 2671.335693
	Iteration 82Q: 3 clusters Score -932067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -932068.687500 Penalty: 2671.335693
	Iteration 83Q: 3 clusters Score -932068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -932068.375000 Penalty: 2671.335693
	Iteration 84Q: 3 clusters Score -932068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -932068.562500 Penalty: 2671.335693
	Iteration 85Q: 3 clusters Score -932068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -932068.312500 Penalty: 2671.335693
	Iteration 86Q: 3 clusters Score -932068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -932069.000000 Penalty: 2671.335693
	Iteration 87Q: 3 clusters Score -932069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -932068.312500 Penalty: 2671.335693
	Iteration 88Q: 3 clusters Score -932068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -932069.750000 Penalty: 2671.335693
	Iteration 89Q: 3 clusters Score -932069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -932069.375000 Penalty: 2671.335693
	Iteration 90Q: 3 clusters Score -932069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -932069.312500 Penalty: 2671.335693
	Iteration 91Q: 3 clusters Score -932069.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -932070.000000 Penalty: 2671.335693
	Iteration 92Q: 3 clusters Score -932070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -932070.000000 Penalty: 2671.335693
	Iteration 93F: 3 clusters Score -932070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Entering Unmasked Estep 
Score: -5841858.500000 Penalty: 1616.236328
	Iteration 0F: 2 clusters Score -5841858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5807799.500000 Penalty: 3232.472656
	Iteration 0F: 3 clusters Score -5807800 nChanged 24209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5821530.000000 Penalty: 3232.472656
	Iteration 1F: 3 clusters Score -5821530 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5822666.000000 Penalty: 3232.472656
	Iteration 2Q: 3 clusters Score -5822666 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5824131.000000 Penalty: 3232.472656
	Iteration 3F: 3 clusters Score -5824131 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5825843.500000 Penalty: 3232.472656
	Iteration 4F: 3 clusters Score -5825844 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5827678.000000 Penalty: 3232.472656
	Iteration 5F: 3 clusters Score -5827678 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -5829423.500000 Penalty: 3232.472656
	Iteration 6F: 3 clusters Score -5829424 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -5830845.000000 Penalty: 3232.472656
	Iteration 7F: 3 clusters Score -5830845 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -5832034.500000 Penalty: 3232.472656
	Iteration 8Q: 3 clusters Score -5832034 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -5832840.500000 Penalty: 3232.472656
	Iteration 9Q: 3 clusters Score -5832840 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5833402.000000 Penalty: 3232.472656
	Iteration 10Q: 3 clusters Score -5833402 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -5833762.000000 Penalty: 3232.472656
	Iteration 11Q: 3 clusters Score -5833762 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5833969.000000 Penalty: 3232.472656
	Iteration 12Q: 3 clusters Score -5833969 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5834067.500000 Penalty: 3232.472656
	Iteration 13Q: 3 clusters Score -5834068 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5834175.500000 Penalty: 3232.472656
	Iteration 14Q: 3 clusters Score -5834176 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5834226.500000 Penalty: 3232.472656
	Iteration 15Q: 3 clusters Score -5834226 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5834285.000000 Penalty: 3232.472656
	Iteration 16Q: 3 clusters Score -5834285 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -5834321.000000 Penalty: 3232.472656
	Iteration 17Q: 3 clusters Score -5834321 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5834354.000000 Penalty: 3232.472656
	Iteration 18Q: 3 clusters Score -5834354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5834344.000000 Penalty: 3232.472656
	Iteration 19Q: 3 clusters Score -5834344 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5834342.000000 Penalty: 3232.472656
	Iteration 20F: 3 clusters Score -5834342 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5834403.000000 Penalty: 3232.472656
	Iteration 21Q: 3 clusters Score -5834403 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5834455.500000 Penalty: 3232.472656
	Iteration 22Q: 3 clusters Score -5834456 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5834486.500000 Penalty: 3232.472656
	Iteration 23Q: 3 clusters Score -5834486 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5834497.000000 Penalty: 3232.472656
	Iteration 24Q: 3 clusters Score -5834497 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5834510.500000 Penalty: 3232.472656
	Iteration 25Q: 3 clusters Score -5834510 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5834516.000000 Penalty: 3232.472656
	Iteration 26Q: 3 clusters Score -5834516 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5834537.000000 Penalty: 3232.472656
	Iteration 27Q: 3 clusters Score -5834537 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5834553.000000 Penalty: 3232.472656
	Iteration 28Q: 3 clusters Score -5834553 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5834586.500000 Penalty: 3232.472656
	Iteration 29Q: 3 clusters Score -5834586 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5834601.000000 Penalty: 3232.472656
	Iteration 30Q: 3 clusters Score -5834601 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5834610.500000 Penalty: 3232.472656
	Iteration 31Q: 3 clusters Score -5834610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5834621.500000 Penalty: 3232.472656
	Iteration 32Q: 3 clusters Score -5834622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5834641.500000 Penalty: 3232.472656
	Iteration 33Q: 3 clusters Score -5834642 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5834647.000000 Penalty: 3232.472656
	Iteration 34Q: 3 clusters Score -5834647 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5834687.500000 Penalty: 3232.472656
	Iteration 35Q: 3 clusters Score -5834688 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5834713.500000 Penalty: 3232.472656
	Iteration 36Q: 3 clusters Score -5834714 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5834727.500000 Penalty: 3232.472656
	Iteration 37Q: 3 clusters Score -5834728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5834727.500000 Penalty: 3232.472656
	Iteration 38Q: 3 clusters Score -5834728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5834746.500000 Penalty: 3232.472656
	Iteration 39Q: 3 clusters Score -5834746 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5834762.500000 Penalty: 3232.472656
	Iteration 40F: 3 clusters Score -5834762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5834776.000000 Penalty: 3232.472656
	Iteration 41Q: 3 clusters Score -5834776 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5834779.500000 Penalty: 3232.472656
	Iteration 42Q: 3 clusters Score -5834780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5834815.000000 Penalty: 3232.472656
	Iteration 43Q: 3 clusters Score -5834815 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5834815.000000 Penalty: 3232.472656
	Iteration 44Q: 3 clusters Score -5834815 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -5834846.000000 Penalty: 3232.472656
	Iteration 45Q: 3 clusters Score -5834846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5834868.500000 Penalty: 3232.472656
	Iteration 46Q: 3 clusters Score -5834868 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5834869.500000 Penalty: 3232.472656
	Iteration 47Q: 3 clusters Score -5834870 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5834882.000000 Penalty: 3232.472656
	Iteration 48Q: 3 clusters Score -5834882 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5834896.000000 Penalty: 3232.472656
	Iteration 49Q: 3 clusters Score -5834896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5834918.500000 Penalty: 3232.472656
	Iteration 50Q: 3 clusters Score -5834918 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -5834950.000000 Penalty: 3232.472656
	Iteration 51Q: 3 clusters Score -5834950 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5834955.500000 Penalty: 3232.472656
	Iteration 52Q: 3 clusters Score -5834956 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5834999.000000 Penalty: 3232.472656
	Iteration 53Q: 3 clusters Score -5834999 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -5834996.000000 Penalty: 3232.472656
	Iteration 54Q: 3 clusters Score -5834996 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -5835019.500000 Penalty: 3232.472656
	Iteration 55Q: 3 clusters Score -5835020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5835030.000000 Penalty: 3232.472656
	Iteration 56Q: 3 clusters Score -5835030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5835026.500000 Penalty: 3232.472656
	Iteration 57Q: 3 clusters Score -5835026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5835064.500000 Penalty: 3232.472656
	Iteration 58Q: 3 clusters Score -5835064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -5835101.000000 Penalty: 3232.472656
	Iteration 59Q: 3 clusters Score -5835101 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5835158.000000 Penalty: 3232.472656
	Iteration 60F: 3 clusters Score -5835158 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5835234.500000 Penalty: 3232.472656
	Iteration 61Q: 3 clusters Score -5835234 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5835266.000000 Penalty: 3232.472656
	Iteration 62Q: 3 clusters Score -5835266 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5835299.500000 Penalty: 3232.472656
	Iteration 63Q: 3 clusters Score -5835300 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5835332.500000 Penalty: 3232.472656
	Iteration 64Q: 3 clusters Score -5835332 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5835352.000000 Penalty: 3232.472656
	Iteration 65Q: 3 clusters Score -5835352 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5835400.000000 Penalty: 3232.472656
	Iteration 66Q: 3 clusters Score -5835400 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5835427.000000 Penalty: 3232.472656
	Iteration 67Q: 3 clusters Score -5835427 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5835489.500000 Penalty: 3232.472656
	Iteration 68Q: 3 clusters Score -5835490 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5835545.500000 Penalty: 3232.472656
	Iteration 69Q: 3 clusters Score -5835546 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -5835615.500000 Penalty: 3232.472656
	Iteration 70Q: 3 clusters Score -5835616 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5835630.500000 Penalty: 3232.472656
	Iteration 71Q: 3 clusters Score -5835630 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5835710.000000 Penalty: 3232.472656
	Iteration 72Q: 3 clusters Score -5835710 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5835800.500000 Penalty: 3232.472656
	Iteration 73Q: 3 clusters Score -5835800 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5835888.000000 Penalty: 3232.472656
	Iteration 74Q: 3 clusters Score -5835888 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5835972.500000 Penalty: 3232.472656
	Iteration 75Q: 3 clusters Score -5835972 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -5836067.500000 Penalty: 3232.472656
	Iteration 76Q: 3 clusters Score -5836068 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5836167.500000 Penalty: 3232.472656
	Iteration 77Q: 3 clusters Score -5836168 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5836309.500000 Penalty: 3232.472656
	Iteration 78Q: 3 clusters Score -5836310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -5836456.000000 Penalty: 3232.472656
	Iteration 79Q: 3 clusters Score -5836456 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5836553.500000 Penalty: 3232.472656
	Iteration 80F: 3 clusters Score -5836554 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5836672.500000 Penalty: 3232.472656
	Iteration 81Q: 3 clusters Score -5836672 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5836835.500000 Penalty: 3232.472656
	Iteration 82Q: 3 clusters Score -5836836 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -5836995.000000 Penalty: 3232.472656
	Iteration 83Q: 3 clusters Score -5836995 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5837148.000000 Penalty: 3232.472656
	Iteration 84Q: 3 clusters Score -5837148 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -5837312.000000 Penalty: 3232.472656
	Iteration 85Q: 3 clusters Score -5837312 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5837446.500000 Penalty: 3232.472656
	Iteration 86Q: 3 clusters Score -5837446 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5837594.000000 Penalty: 3232.472656
	Iteration 87Q: 3 clusters Score -5837594 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -5837837.000000 Penalty: 3232.472656
	Iteration 88Q: 3 clusters Score -5837837 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -5838066.500000 Penalty: 3232.472656
	Iteration 89Q: 3 clusters Score -5838066 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5838280.000000 Penalty: 3232.472656
	Iteration 90Q: 3 clusters Score -5838280 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5838465.000000 Penalty: 3232.472656
	Iteration 91Q: 3 clusters Score -5838465 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -5838608.000000 Penalty: 3232.472656
	Iteration 92Q: 3 clusters Score -5838608 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5838799.000000 Penalty: 3232.472656
	Iteration 93Q: 3 clusters Score -5838799 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5838957.000000 Penalty: 3232.472656
	Iteration 94Q: 3 clusters Score -5838957 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5839092.000000 Penalty: 3232.472656
	Iteration 95Q: 3 clusters Score -5839092 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5839225.000000 Penalty: 3232.472656
	Iteration 96Q: 3 clusters Score -5839225 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5839366.500000 Penalty: 3232.472656
	Iteration 97Q: 3 clusters Score -5839366 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5839491.000000 Penalty: 3232.472656
	Iteration 98Q: 3 clusters Score -5839491 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5839630.000000 Penalty: 3232.472656
	Iteration 99Q: 3 clusters Score -5839630 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5839722.000000 Penalty: 3232.472656
	Iteration 100F: 3 clusters Score -5839722 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5839831.000000 Penalty: 3232.472656
	Iteration 101Q: 3 clusters Score -5839831 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5839943.000000 Penalty: 3232.472656
	Iteration 102Q: 3 clusters Score -5839943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5840060.500000 Penalty: 3232.472656
	Iteration 103Q: 3 clusters Score -5840060 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5840190.500000 Penalty: 3232.472656
	Iteration 104Q: 3 clusters Score -5840190 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5840310.500000 Penalty: 3232.472656
	Iteration 105Q: 3 clusters Score -5840310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5840376.000000 Penalty: 3232.472656
	Iteration 106Q: 3 clusters Score -5840376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5840416.000000 Penalty: 3232.472656
	Iteration 107Q: 3 clusters Score -5840416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5840477.000000 Penalty: 3232.472656
	Iteration 108Q: 3 clusters Score -5840477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5840554.000000 Penalty: 3232.472656
	Iteration 109Q: 3 clusters Score -5840554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5840575.500000 Penalty: 3232.472656
	Iteration 110Q: 3 clusters Score -5840576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5840598.500000 Penalty: 3232.472656
	Iteration 111Q: 3 clusters Score -5840598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5840621.500000 Penalty: 3232.472656
	Iteration 112Q: 3 clusters Score -5840622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5840636.500000 Penalty: 3232.472656
	Iteration 113Q: 3 clusters Score -5840636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5840657.500000 Penalty: 3232.472656
	Iteration 114Q: 3 clusters Score -5840658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5840664.000000 Penalty: 3232.472656
	Iteration 115Q: 3 clusters Score -5840664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5840668.000000 Penalty: 3232.472656
	Iteration 116Q: 3 clusters Score -5840668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5840680.500000 Penalty: 3232.472656
	Iteration 117Q: 3 clusters Score -5840680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5840691.000000 Penalty: 3232.472656
	Iteration 118Q: 3 clusters Score -5840691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5840690.000000 Penalty: 3232.472656
	Iteration 119Q: 3 clusters Score -5840690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5840696.000000 Penalty: 3232.472656
	Iteration 120F: 3 clusters Score -5840696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5840700.500000 Penalty: 3232.472656
	Iteration 121Q: 3 clusters Score -5840700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5840703.500000 Penalty: 3232.472656
	Iteration 122Q: 3 clusters Score -5840704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5840704.500000 Penalty: 3232.472656
	Iteration 123Q: 3 clusters Score -5840704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5840699.000000 Penalty: 3232.472656
	Iteration 124Q: 3 clusters Score -5840699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5840712.000000 Penalty: 3232.472656
	Iteration 125Q: 3 clusters Score -5840712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5840711.500000 Penalty: 3232.472656
	Iteration 126Q: 3 clusters Score -5840712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5840709.500000 Penalty: 3232.472656
	Iteration 127Q: 3 clusters Score -5840710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5840709.500000 Penalty: 3232.472656
	Iteration 128Q: 3 clusters Score -5840710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5840719.500000 Penalty: 3232.472656
	Iteration 129Q: 3 clusters Score -5840720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5840719.000000 Penalty: 3232.472656
	Iteration 130Q: 3 clusters Score -5840719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5840717.000000 Penalty: 3232.472656
	Iteration 131Q: 3 clusters Score -5840717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5840717.000000 Penalty: 3232.472656
	Iteration 132Q: 3 clusters Score -5840717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5840728.000000 Penalty: 3232.472656
	Iteration 133Q: 3 clusters Score -5840728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5840727.000000 Penalty: 3232.472656
	Iteration 134Q: 3 clusters Score -5840727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5840729.500000 Penalty: 3232.472656
	Iteration 135Q: 3 clusters Score -5840730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5840725.500000 Penalty: 3232.472656
	Iteration 136Q: 3 clusters Score -5840726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5840729.500000 Penalty: 3232.472656
	Iteration 137Q: 3 clusters Score -5840730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5840729.500000 Penalty: 3232.472656
	Iteration 138F: 3 clusters Score -5840730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -967715.937500 Penalty: 1348.419189
	Iteration 0F: 2 clusters Score -967715.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -961812.187500 Penalty: 2696.838379
	Iteration 0F: 3 clusters Score -961812.2 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -963795.250000 Penalty: 2696.838379
	Iteration 1F: 3 clusters Score -963795.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -964154.125000 Penalty: 2696.838379
	Iteration 2F: 3 clusters Score -964154.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -964371.562500 Penalty: 2696.838379
	Iteration 3F: 3 clusters Score -964371.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -964503.187500 Penalty: 2696.838379
	Iteration 4Q: 3 clusters Score -964503.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -964616.562500 Penalty: 2696.838379
	Iteration 5Q: 3 clusters Score -964616.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -964702.000000 Penalty: 2696.838379
	Iteration 6Q: 3 clusters Score -964702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -964770.937500 Penalty: 2696.838379
	Iteration 7Q: 3 clusters Score -964770.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -964845.062500 Penalty: 2696.838379
	Iteration 8Q: 3 clusters Score -964845.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -964900.875000 Penalty: 2696.838379
	Iteration 9Q: 3 clusters Score -964900.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -964949.125000 Penalty: 2696.838379
	Iteration 10Q: 3 clusters Score -964949.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -964998.875000 Penalty: 2696.838379
	Iteration 11Q: 3 clusters Score -964998.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -965034.875000 Penalty: 2696.838379
	Iteration 12Q: 3 clusters Score -965034.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -965068.375000 Penalty: 2696.838379
	Iteration 13Q: 3 clusters Score -965068.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -965104.625000 Penalty: 2696.838379
	Iteration 14Q: 3 clusters Score -965104.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -965147.312500 Penalty: 2696.838379
	Iteration 15Q: 3 clusters Score -965147.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -965197.000000 Penalty: 2696.838379
	Iteration 16Q: 3 clusters Score -965197 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -965242.562500 Penalty: 2696.838379
	Iteration 17Q: 3 clusters Score -965242.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -965291.875000 Penalty: 2696.838379
	Iteration 18Q: 3 clusters Score -965291.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -965338.312500 Penalty: 2696.838379
	Iteration 19Q: 3 clusters Score -965338.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -965388.937500 Penalty: 2696.838379
	Iteration 20F: 3 clusters Score -965388.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -965446.312500 Penalty: 2696.838379
	Iteration 21Q: 3 clusters Score -965446.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -965505.062500 Penalty: 2696.838379
	Iteration 22Q: 3 clusters Score -965505.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -965567.625000 Penalty: 2696.838379
	Iteration 23Q: 3 clusters Score -965567.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -965633.437500 Penalty: 2696.838379
	Iteration 24Q: 3 clusters Score -965633.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -965711.687500 Penalty: 2696.838379
	Iteration 25Q: 3 clusters Score -965711.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -965789.500000 Penalty: 2696.838379
	Iteration 26Q: 3 clusters Score -965789.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -965880.687500 Penalty: 2696.838379
	Iteration 27Q: 3 clusters Score -965880.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -965956.625000 Penalty: 2696.838379
	Iteration 28Q: 3 clusters Score -965956.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -966026.062500 Penalty: 2696.838379
	Iteration 29Q: 3 clusters Score -966026.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -966098.375000 Penalty: 2696.838379
	Iteration 30Q: 3 clusters Score -966098.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -966162.187500 Penalty: 2696.838379
	Iteration 31Q: 3 clusters Score -966162.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -966226.625000 Penalty: 2696.838379
	Iteration 32Q: 3 clusters Score -966226.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -966296.062500 Penalty: 2696.838379
	Iteration 33Q: 3 clusters Score -966296.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -966359.750000 Penalty: 2696.838379
	Iteration 34Q: 3 clusters Score -966359.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -966423.062500 Penalty: 2696.838379
	Iteration 35Q: 3 clusters Score -966423.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -966480.687500 Penalty: 2696.838379
	Iteration 36Q: 3 clusters Score -966480.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -966524.125000 Penalty: 2696.838379
	Iteration 37Q: 3 clusters Score -966524.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -966559.687500 Penalty: 2696.838379
	Iteration 38Q: 3 clusters Score -966559.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -966594.812500 Penalty: 2696.838379
	Iteration 39Q: 3 clusters Score -966594.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -966626.312500 Penalty: 2696.838379
	Iteration 40F: 3 clusters Score -966626.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -966664.562500 Penalty: 2696.838379
	Iteration 41Q: 3 clusters Score -966664.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -966710.000000 Penalty: 2696.838379
	Iteration 42Q: 3 clusters Score -966710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -966761.125000 Penalty: 2696.838379
	Iteration 43Q: 3 clusters Score -966761.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -966814.250000 Penalty: 2696.838379
	Iteration 44Q: 3 clusters Score -966814.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -966852.562500 Penalty: 2696.838379
	Iteration 45Q: 3 clusters Score -966852.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -966883.312500 Penalty: 2696.838379
	Iteration 46Q: 3 clusters Score -966883.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -966909.062500 Penalty: 2696.838379
	Iteration 47Q: 3 clusters Score -966909.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -966939.562500 Penalty: 2696.838379
	Iteration 48Q: 3 clusters Score -966939.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -966966.125000 Penalty: 2696.838379
	Iteration 49Q: 3 clusters Score -966966.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -966979.062500 Penalty: 2696.838379
	Iteration 50Q: 3 clusters Score -966979.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -966991.375000 Penalty: 2696.838379
	Iteration 51Q: 3 clusters Score -966991.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -967005.250000 Penalty: 2696.838379
	Iteration 52Q: 3 clusters Score -967005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -967014.437500 Penalty: 2696.838379
	Iteration 53Q: 3 clusters Score -967014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -967019.250000 Penalty: 2696.838379
	Iteration 54Q: 3 clusters Score -967019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -967021.375000 Penalty: 2696.838379
	Iteration 55Q: 3 clusters Score -967021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -967026.000000 Penalty: 2696.838379
	Iteration 56Q: 3 clusters Score -967026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -967030.937500 Penalty: 2696.838379
	Iteration 57Q: 3 clusters Score -967030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -967030.937500 Penalty: 2696.838379
	Iteration 58F: 3 clusters Score -967030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -550303.250000 Penalty: 1280.454346
	Iteration 0F: 2 clusters Score -550303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -546347.687500 Penalty: 2560.908691
	Iteration 0F: 3 clusters Score -546347.7 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -547589.437500 Penalty: 2560.908691
	Iteration 1F: 3 clusters Score -547589.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -547856.875000 Penalty: 2560.908691
	Iteration 2F: 3 clusters Score -547856.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -548009.875000 Penalty: 2560.908691
	Iteration 3Q: 3 clusters Score -548009.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -548128.500000 Penalty: 2560.908691
	Iteration 4Q: 3 clusters Score -548128.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -548239.312500 Penalty: 2560.908691
	Iteration 5Q: 3 clusters Score -548239.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -548334.625000 Penalty: 2560.908691
	Iteration 6Q: 3 clusters Score -548334.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -548441.250000 Penalty: 2560.908691
	Iteration 7Q: 3 clusters Score -548441.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -548551.875000 Penalty: 2560.908691
	Iteration 8Q: 3 clusters Score -548551.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -548657.875000 Penalty: 2560.908691
	Iteration 9Q: 3 clusters Score -548657.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -548762.875000 Penalty: 2560.908691
	Iteration 10Q: 3 clusters Score -548762.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -548865.625000 Penalty: 2560.908691
	Iteration 11Q: 3 clusters Score -548865.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -548973.875000 Penalty: 2560.908691
	Iteration 12Q: 3 clusters Score -548973.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -549063.187500 Penalty: 2560.908691
	Iteration 13Q: 3 clusters Score -549063.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -549140.812500 Penalty: 2560.908691
	Iteration 14Q: 3 clusters Score -549140.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -549209.000000 Penalty: 2560.908691
	Iteration 15Q: 3 clusters Score -549209 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -549267.375000 Penalty: 2560.908691
	Iteration 16Q: 3 clusters Score -549267.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -549317.375000 Penalty: 2560.908691
	Iteration 17Q: 3 clusters Score -549317.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -549359.625000 Penalty: 2560.908691
	Iteration 18Q: 3 clusters Score -549359.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -549384.187500 Penalty: 2560.908691
	Iteration 19Q: 3 clusters Score -549384.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -549407.187500 Penalty: 2560.908691
	Iteration 20F: 3 clusters Score -549407.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -549427.812500 Penalty: 2560.908691
	Iteration 21Q: 3 clusters Score -549427.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -549443.375000 Penalty: 2560.908691
	Iteration 22Q: 3 clusters Score -549443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -549452.312500 Penalty: 2560.908691
	Iteration 23Q: 3 clusters Score -549452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -549459.187500 Penalty: 2560.908691
	Iteration 24Q: 3 clusters Score -549459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -549467.500000 Penalty: 2560.908691
	Iteration 25Q: 3 clusters Score -549467.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -549472.937500 Penalty: 2560.908691
	Iteration 26Q: 3 clusters Score -549472.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -549475.937500 Penalty: 2560.908691
	Iteration 27Q: 3 clusters Score -549475.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -549480.312500 Penalty: 2560.908691
	Iteration 28Q: 3 clusters Score -549480.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -549485.500000 Penalty: 2560.908691
	Iteration 29Q: 3 clusters Score -549485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -549489.437500 Penalty: 2560.908691
	Iteration 30Q: 3 clusters Score -549489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -549492.937500 Penalty: 2560.908691
	Iteration 31Q: 3 clusters Score -549492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -549494.750000 Penalty: 2560.908691
	Iteration 32Q: 3 clusters Score -549494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -549497.000000 Penalty: 2560.908691
	Iteration 33Q: 3 clusters Score -549497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -549497.562500 Penalty: 2560.908691
	Iteration 34Q: 3 clusters Score -549497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -549498.312500 Penalty: 2560.908691
	Iteration 35Q: 3 clusters Score -549498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -549499.812500 Penalty: 2560.908691
	Iteration 36Q: 3 clusters Score -549499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -549499.500000 Penalty: 2560.908691
	Iteration 37Q: 3 clusters Score -549499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -549500.500000 Penalty: 2560.908691
	Iteration 38Q: 3 clusters Score -549500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -549501.687500 Penalty: 2560.908691
	Iteration 39Q: 3 clusters Score -549501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -549504.062500 Penalty: 2560.908691
	Iteration 40F: 3 clusters Score -549504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -549507.437500 Penalty: 2560.908691
	Iteration 41Q: 3 clusters Score -549507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -549510.937500 Penalty: 2560.908691
	Iteration 42Q: 3 clusters Score -549510.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -549516.625000 Penalty: 2560.908691
	Iteration 43Q: 3 clusters Score -549516.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -549525.187500 Penalty: 2560.908691
	Iteration 44Q: 3 clusters Score -549525.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -549528.937500 Penalty: 2560.908691
	Iteration 45Q: 3 clusters Score -549528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -549530.687500 Penalty: 2560.908691
	Iteration 46Q: 3 clusters Score -549530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -549531.625000 Penalty: 2560.908691
	Iteration 47Q: 3 clusters Score -549531.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -549535.062500 Penalty: 2560.908691
	Iteration 48Q: 3 clusters Score -549535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -549536.937500 Penalty: 2560.908691
	Iteration 49Q: 3 clusters Score -549536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -549538.125000 Penalty: 2560.908691
	Iteration 50Q: 3 clusters Score -549538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -549540.312500 Penalty: 2560.908691
	Iteration 51Q: 3 clusters Score -549540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -549541.687500 Penalty: 2560.908691
	Iteration 52Q: 3 clusters Score -549541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -549542.750000 Penalty: 2560.908691
	Iteration 53Q: 3 clusters Score -549542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -549543.437500 Penalty: 2560.908691
	Iteration 54Q: 3 clusters Score -549543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -549542.875000 Penalty: 2560.908691
	Iteration 55Q: 3 clusters Score -549542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -549542.875000 Penalty: 2560.908691
	Iteration 56F: 3 clusters Score -549542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1162555.375000 Penalty: 1368.566650
	Iteration 0F: 2 clusters Score -1162555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1155845.875000 Penalty: 2737.133301
	Iteration 0F: 3 clusters Score -1155846 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1158056.625000 Penalty: 2737.133301
	Iteration 1F: 3 clusters Score -1158057 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1158375.250000 Penalty: 2737.133301
	Iteration 2F: 3 clusters Score -1158375 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1158586.625000 Penalty: 2737.133301
	Iteration 3F: 3 clusters Score -1158587 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1158741.750000 Penalty: 2737.133301
	Iteration 4Q: 3 clusters Score -1158742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1158864.750000 Penalty: 2737.133301
	Iteration 5Q: 3 clusters Score -1158865 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1158963.625000 Penalty: 2737.133301
	Iteration 6Q: 3 clusters Score -1158964 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1159057.000000 Penalty: 2737.133301
	Iteration 7Q: 3 clusters Score -1159057 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1159170.000000 Penalty: 2737.133301
	Iteration 8Q: 3 clusters Score -1159170 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1159318.750000 Penalty: 2737.133301
	Iteration 9Q: 3 clusters Score -1159319 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1159492.375000 Penalty: 2737.133301
	Iteration 10Q: 3 clusters Score -1159492 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1159702.750000 Penalty: 2737.133301
	Iteration 11Q: 3 clusters Score -1159703 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1159926.625000 Penalty: 2737.133301
	Iteration 12Q: 3 clusters Score -1159927 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1160156.000000 Penalty: 2737.133301
	Iteration 13Q: 3 clusters Score -1160156 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1160374.875000 Penalty: 2737.133301
	Iteration 14Q: 3 clusters Score -1160375 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1160589.875000 Penalty: 2737.133301
	Iteration 15Q: 3 clusters Score -1160590 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1160774.000000 Penalty: 2737.133301
	Iteration 16Q: 3 clusters Score -1160774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1160907.375000 Penalty: 2737.133301
	Iteration 17Q: 3 clusters Score -1160907 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1161026.750000 Penalty: 2737.133301
	Iteration 18Q: 3 clusters Score -1161027 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1161128.000000 Penalty: 2737.133301
	Iteration 19Q: 3 clusters Score -1161128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1161211.375000 Penalty: 2737.133301
	Iteration 20F: 3 clusters Score -1161211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1161274.125000 Penalty: 2737.133301
	Iteration 21Q: 3 clusters Score -1161274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1161316.250000 Penalty: 2737.133301
	Iteration 22Q: 3 clusters Score -1161316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1161348.000000 Penalty: 2737.133301
	Iteration 23Q: 3 clusters Score -1161348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1161371.125000 Penalty: 2737.133301
	Iteration 24Q: 3 clusters Score -1161371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1161381.875000 Penalty: 2737.133301
	Iteration 25Q: 3 clusters Score -1161382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1161392.125000 Penalty: 2737.133301
	Iteration 26Q: 3 clusters Score -1161392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1161400.750000 Penalty: 2737.133301
	Iteration 27Q: 3 clusters Score -1161401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1161402.125000 Penalty: 2737.133301
	Iteration 28Q: 3 clusters Score -1161402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1161404.500000 Penalty: 2737.133301
	Iteration 29Q: 3 clusters Score -1161404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1161410.250000 Penalty: 2737.133301
	Iteration 30Q: 3 clusters Score -1161410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1161409.875000 Penalty: 2737.133301
	Iteration 31Q: 3 clusters Score -1161410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1161410.875000 Penalty: 2737.133301
	Iteration 32Q: 3 clusters Score -1161411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1161411.500000 Penalty: 2737.133301
	Iteration 33Q: 3 clusters Score -1161412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1161413.875000 Penalty: 2737.133301
	Iteration 34Q: 3 clusters Score -1161414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1161412.750000 Penalty: 2737.133301
	Iteration 35Q: 3 clusters Score -1161413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1161418.125000 Penalty: 2737.133301
	Iteration 36Q: 3 clusters Score -1161418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1161418.500000 Penalty: 2737.133301
	Iteration 37Q: 3 clusters Score -1161418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1161421.250000 Penalty: 2737.133301
	Iteration 38Q: 3 clusters Score -1161421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1161423.375000 Penalty: 2737.133301
	Iteration 39Q: 3 clusters Score -1161423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1161423.375000 Penalty: 2737.133301
	Iteration 40F: 3 clusters Score -1161423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Entering Unmasked Estep 
Score: -1182248.500000 Penalty: 1384.233765
	Iteration 0F: 2 clusters Score -1182248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1174961.250000 Penalty: 2768.467529
	Iteration 0F: 3 clusters Score -1174961 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1177412.125000 Penalty: 2768.467529
	Iteration 1F: 3 clusters Score -1177412 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1177713.500000 Penalty: 2768.467529
	Iteration 2F: 3 clusters Score -1177714 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1177929.500000 Penalty: 2768.467529
	Iteration 3Q: 3 clusters Score -1177930 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1178095.875000 Penalty: 2768.467529
	Iteration 4Q: 3 clusters Score -1178096 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1178259.750000 Penalty: 2768.467529
	Iteration 5Q: 3 clusters Score -1178260 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1178441.250000 Penalty: 2768.467529
	Iteration 6Q: 3 clusters Score -1178441 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1178634.500000 Penalty: 2768.467529
	Iteration 7Q: 3 clusters Score -1178634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1178851.500000 Penalty: 2768.467529
	Iteration 8Q: 3 clusters Score -1178852 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1179080.375000 Penalty: 2768.467529
	Iteration 9Q: 3 clusters Score -1179080 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1179324.250000 Penalty: 2768.467529
	Iteration 10Q: 3 clusters Score -1179324 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1179576.875000 Penalty: 2768.467529
	Iteration 11Q: 3 clusters Score -1179577 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1179837.500000 Penalty: 2768.467529
	Iteration 12Q: 3 clusters Score -1179838 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1180093.000000 Penalty: 2768.467529
	Iteration 13Q: 3 clusters Score -1180093 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1180345.875000 Penalty: 2768.467529
	Iteration 14Q: 3 clusters Score -1180346 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1180543.625000 Penalty: 2768.467529
	Iteration 15Q: 3 clusters Score -1180544 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1180712.875000 Penalty: 2768.467529
	Iteration 16Q: 3 clusters Score -1180713 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1180852.500000 Penalty: 2768.467529
	Iteration 17Q: 3 clusters Score -1180852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1180966.875000 Penalty: 2768.467529
	Iteration 18Q: 3 clusters Score -1180967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1181062.125000 Penalty: 2768.467529
	Iteration 19Q: 3 clusters Score -1181062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1181134.000000 Penalty: 2768.467529
	Iteration 20F: 3 clusters Score -1181134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1181192.250000 Penalty: 2768.467529
	Iteration 21Q: 3 clusters Score -1181192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1181225.000000 Penalty: 2768.467529
	Iteration 22Q: 3 clusters Score -1181225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1181260.625000 Penalty: 2768.467529
	Iteration 23Q: 3 clusters Score -1181261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1181294.875000 Penalty: 2768.467529
	Iteration 24Q: 3 clusters Score -1181295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1181312.500000 Penalty: 2768.467529
	Iteration 25Q: 3 clusters Score -1181312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1181324.500000 Penalty: 2768.467529
	Iteration 26Q: 3 clusters Score -1181324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1181334.125000 Penalty: 2768.467529
	Iteration 27Q: 3 clusters Score -1181334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1181339.000000 Penalty: 2768.467529
	Iteration 28Q: 3 clusters Score -1181339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1181343.750000 Penalty: 2768.467529
	Iteration 29Q: 3 clusters Score -1181344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1181348.250000 Penalty: 2768.467529
	Iteration 30Q: 3 clusters Score -1181348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1181353.125000 Penalty: 2768.467529
	Iteration 31Q: 3 clusters Score -1181353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1181358.375000 Penalty: 2768.467529
	Iteration 32Q: 3 clusters Score -1181358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1181361.125000 Penalty: 2768.467529
	Iteration 33Q: 3 clusters Score -1181361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1181360.500000 Penalty: 2768.467529
	Iteration 34Q: 3 clusters Score -1181360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1181360.500000 Penalty: 2768.467529
	Iteration 35F: 3 clusters Score -1181360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Entering Unmasked Estep 
Score: -13199225.000000 Penalty: 1733.034790
	Iteration 0F: 2 clusters Score -1.319922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -13130230.000000 Penalty: 3466.069580
	Iteration 0F: 3 clusters Score -1.313023e+07 nChanged 54172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -13162281.000000 Penalty: 3466.069580
	Iteration 1F: 3 clusters Score -1.316228e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -13163941.000000 Penalty: 3466.069580
	Iteration 2Q: 3 clusters Score -1.316394e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -13166156.000000 Penalty: 3466.069580
	Iteration 3Q: 3 clusters Score -1.316616e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -13169297.000000 Penalty: 3466.069580
	Iteration 4F: 3 clusters Score -1.31693e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -13173026.000000 Penalty: 3466.069580
	Iteration 5F: 3 clusters Score -1.317303e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -13177425.000000 Penalty: 3466.069580
	Iteration 6F: 3 clusters Score -1.317742e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -13181516.000000 Penalty: 3466.069580
	Iteration 7F: 3 clusters Score -1.318152e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -13184711.000000 Penalty: 3466.069580
	Iteration 8F: 3 clusters Score -1.318471e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -13187154.000000 Penalty: 3466.069580
	Iteration 9Q: 3 clusters Score -1.318715e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -13188835.000000 Penalty: 3466.069580
	Iteration 10Q: 3 clusters Score -1.318884e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -13189874.000000 Penalty: 3466.069580
	Iteration 11Q: 3 clusters Score -1.318987e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -13190761.000000 Penalty: 3466.069580
	Iteration 12Q: 3 clusters Score -1.319076e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -13191450.000000 Penalty: 3466.069580
	Iteration 13Q: 3 clusters Score -1.319145e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -13192027.000000 Penalty: 3466.069580
	Iteration 14Q: 3 clusters Score -1.319203e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -13192560.000000 Penalty: 3466.069580
	Iteration 15Q: 3 clusters Score -1.319256e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -13193109.000000 Penalty: 3466.069580
	Iteration 16Q: 3 clusters Score -1.319311e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -13193674.000000 Penalty: 3466.069580
	Iteration 17Q: 3 clusters Score -1.319367e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -13194238.000000 Penalty: 3466.069580
	Iteration 18Q: 3 clusters Score -1.319424e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13194857.000000 Penalty: 3466.069580
	Iteration 19Q: 3 clusters Score -1.319486e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -13195484.000000 Penalty: 3466.069580
	Iteration 20F: 3 clusters Score -1.319548e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -13196016.000000 Penalty: 3466.069580
	Iteration 21Q: 3 clusters Score -1.319602e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -13196515.000000 Penalty: 3466.069580
	Iteration 22Q: 3 clusters Score -1.319652e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -13196912.000000 Penalty: 3466.069580
	Iteration 23Q: 3 clusters Score -1.319691e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -13197202.000000 Penalty: 3466.069580
	Iteration 24Q: 3 clusters Score -1.31972e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -13197552.000000 Penalty: 3466.069580
	Iteration 25Q: 3 clusters Score -1.319755e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -13197904.000000 Penalty: 3466.069580
	Iteration 26Q: 3 clusters Score -1.31979e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -13198148.000000 Penalty: 3466.069580
	Iteration 27Q: 3 clusters Score -1.319815e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -13198360.000000 Penalty: 3466.069580
	Iteration 28Q: 3 clusters Score -1.319836e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -13198547.000000 Penalty: 3466.069580
	Iteration 29Q: 3 clusters Score -1.319855e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 100235 members 
Entering Unmasked Estep 
Score: -13198677.000000 Penalty: 3466.069580
	Iteration 30Q: 3 clusters Score -1.319868e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -13198717.000000 Penalty: 3466.069580
	Iteration 31Q: 3 clusters Score -1.319872e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -13198786.000000 Penalty: 3466.069580
	Iteration 32Q: 3 clusters Score -1.319879e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -13198834.000000 Penalty: 3466.069580
	Iteration 33Q: 3 clusters Score -1.319883e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -13198852.000000 Penalty: 3466.069580
	Iteration 34Q: 3 clusters Score -1.319885e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -13198939.000000 Penalty: 3466.069580
	Iteration 35Q: 3 clusters Score -1.319894e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -13198959.000000 Penalty: 3466.069580
	Iteration 36Q: 3 clusters Score -1.319896e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 101983 members 
Entering Unmasked Estep 
Score: -13198976.000000 Penalty: 3466.069580
	Iteration 37Q: 3 clusters Score -1.319898e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -13199001.000000 Penalty: 3466.069580
	Iteration 38Q: 3 clusters Score -1.3199e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -13199009.000000 Penalty: 3466.069580
	Iteration 39Q: 3 clusters Score -1.319901e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -13199005.000000 Penalty: 3466.069580
	Iteration 40F: 3 clusters Score -1.3199e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 102591 members 
Entering Unmasked Estep 
Score: -13198983.000000 Penalty: 3466.069580
	Iteration 41Q: 3 clusters Score -1.319898e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -13199000.000000 Penalty: 3466.069580
	Iteration 42Q: 3 clusters Score -1.3199e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -13199027.000000 Penalty: 3466.069580
	Iteration 43Q: 3 clusters Score -1.319903e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -13199054.000000 Penalty: 3466.069580
	Iteration 44Q: 3 clusters Score -1.319905e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -13199048.000000 Penalty: 3466.069580
	Iteration 45Q: 3 clusters Score -1.319905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
Score: -13199041.000000 Penalty: 3466.069580
	Iteration 46Q: 3 clusters Score -1.319904e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -13199045.000000 Penalty: 3466.069580
	Iteration 47Q: 3 clusters Score -1.319904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -13199046.000000 Penalty: 3466.069580
	Iteration 48Q: 3 clusters Score -1.319905e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -13199037.000000 Penalty: 3466.069580
	Iteration 49Q: 3 clusters Score -1.319904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -13199024.000000 Penalty: 3466.069580
	Iteration 50Q: 3 clusters Score -1.319902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -13199038.000000 Penalty: 3466.069580
	Iteration 51Q: 3 clusters Score -1.319904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 103208 members 
Entering Unmasked Estep 
Score: -13199030.000000 Penalty: 3466.069580
	Iteration 52Q: 3 clusters Score -1.319903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -13199023.000000 Penalty: 3466.069580
	Iteration 53Q: 3 clusters Score -1.319902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -13199033.000000 Penalty: 3466.069580
	Iteration 54Q: 3 clusters Score -1.319903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -13199030.000000 Penalty: 3466.069580
	Iteration 55Q: 3 clusters Score -1.319903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -13199025.000000 Penalty: 3466.069580
	Iteration 56Q: 3 clusters Score -1.319902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 103326 members 
Entering Unmasked Estep 
Score: -13199022.000000 Penalty: 3466.069580
	Iteration 57Q: 3 clusters Score -1.319902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -13199016.000000 Penalty: 3466.069580
	Iteration 58Q: 3 clusters Score -1.319902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -13199014.000000 Penalty: 3466.069580
	Iteration 59Q: 3 clusters Score -1.319901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -13199014.000000 Penalty: 3466.069580
	Iteration 60F: 3 clusters Score -1.319901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -13198999.000000 Penalty: 3466.069580
	Iteration 61Q: 3 clusters Score -1.3199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -13198988.000000 Penalty: 3466.069580
	Iteration 62Q: 3 clusters Score -1.319899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13198990.000000 Penalty: 3466.069580
	Iteration 63Q: 3 clusters Score -1.319899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -13198971.000000 Penalty: 3466.069580
	Iteration 64Q: 3 clusters Score -1.319897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -13198993.000000 Penalty: 3466.069580
	Iteration 65Q: 3 clusters Score -1.319899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -13198983.000000 Penalty: 3466.069580
	Iteration 66Q: 3 clusters Score -1.319898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
Score: -13198975.000000 Penalty: 3466.069580
	Iteration 67Q: 3 clusters Score -1.319898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -13198986.000000 Penalty: 3466.069580
	Iteration 68Q: 3 clusters Score -1.319899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -13198991.000000 Penalty: 3466.069580
	Iteration 69Q: 3 clusters Score -1.319899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -13198981.000000 Penalty: 3466.069580
	Iteration 70Q: 3 clusters Score -1.319898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 103649 members 
Entering Unmasked Estep 
Score: -13198991.000000 Penalty: 3466.069580
	Iteration 71Q: 3 clusters Score -1.319899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -13198997.000000 Penalty: 3466.069580
	Iteration 72Q: 3 clusters Score -1.3199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -13198985.000000 Penalty: 3466.069580
	Iteration 73Q: 3 clusters Score -1.319898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -13198988.000000 Penalty: 3466.069580
	Iteration 74Q: 3 clusters Score -1.319899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -13198989.000000 Penalty: 3466.069580
	Iteration 75Q: 3 clusters Score -1.319899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -13198996.000000 Penalty: 3466.069580
	Iteration 76Q: 3 clusters Score -1.3199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -13198989.000000 Penalty: 3466.069580
	Iteration 77Q: 3 clusters Score -1.319899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 103679 members 
Entering Unmasked Estep 
Score: -13198994.000000 Penalty: 3466.069580
	Iteration 78Q: 3 clusters Score -1.319899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 103679 members 
Entering Unmasked Estep 
Score: -13198994.000000 Penalty: 3466.069580
	Iteration 79F: 3 clusters Score -1.319899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -713191.187500 Penalty: 1302.947510
	Iteration 0F: 2 clusters Score -713191.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -708739.875000 Penalty: 2605.895020
	Iteration 0F: 3 clusters Score -708739.9 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -710045.125000 Penalty: 2605.895020
	Iteration 1F: 3 clusters Score -710045.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -710288.500000 Penalty: 2605.895020
	Iteration 2F: 3 clusters Score -710288.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -710457.062500 Penalty: 2605.895020
	Iteration 3F: 3 clusters Score -710457.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -710585.937500 Penalty: 2605.895020
	Iteration 4Q: 3 clusters Score -710585.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -710699.250000 Penalty: 2605.895020
	Iteration 5Q: 3 clusters Score -710699.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -710809.000000 Penalty: 2605.895020
	Iteration 6Q: 3 clusters Score -710809 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -710936.312500 Penalty: 2605.895020
	Iteration 7Q: 3 clusters Score -710936.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -711029.812500 Penalty: 2605.895020
	Iteration 8Q: 3 clusters Score -711029.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -711114.125000 Penalty: 2605.895020
	Iteration 9Q: 3 clusters Score -711114.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -711196.312500 Penalty: 2605.895020
	Iteration 10Q: 3 clusters Score -711196.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -711276.062500 Penalty: 2605.895020
	Iteration 11Q: 3 clusters Score -711276.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -711348.875000 Penalty: 2605.895020
	Iteration 12Q: 3 clusters Score -711348.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -711422.375000 Penalty: 2605.895020
	Iteration 13Q: 3 clusters Score -711422.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -711511.062500 Penalty: 2605.895020
	Iteration 14Q: 3 clusters Score -711511.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -711615.750000 Penalty: 2605.895020
	Iteration 15Q: 3 clusters Score -711615.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -711695.000000 Penalty: 2605.895020
	Iteration 16Q: 3 clusters Score -711695 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -711773.625000 Penalty: 2605.895020
	Iteration 17Q: 3 clusters Score -711773.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -711836.687500 Penalty: 2605.895020
	Iteration 18Q: 3 clusters Score -711836.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -711896.625000 Penalty: 2605.895020
	Iteration 19Q: 3 clusters Score -711896.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -711949.062500 Penalty: 2605.895020
	Iteration 20F: 3 clusters Score -711949.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -712004.687500 Penalty: 2605.895020
	Iteration 21Q: 3 clusters Score -712004.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -712040.000000 Penalty: 2605.895020
	Iteration 22Q: 3 clusters Score -712040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -712063.250000 Penalty: 2605.895020
	Iteration 23Q: 3 clusters Score -712063.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -712085.312500 Penalty: 2605.895020
	Iteration 24Q: 3 clusters Score -712085.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -712107.000000 Penalty: 2605.895020
	Iteration 25Q: 3 clusters Score -712107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -712125.375000 Penalty: 2605.895020
	Iteration 26Q: 3 clusters Score -712125.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -712137.125000 Penalty: 2605.895020
	Iteration 27Q: 3 clusters Score -712137.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -712144.937500 Penalty: 2605.895020
	Iteration 28Q: 3 clusters Score -712144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -712148.125000 Penalty: 2605.895020
	Iteration 29Q: 3 clusters Score -712148.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -712153.437500 Penalty: 2605.895020
	Iteration 30Q: 3 clusters Score -712153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -712158.312500 Penalty: 2605.895020
	Iteration 31Q: 3 clusters Score -712158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -712161.312500 Penalty: 2605.895020
	Iteration 32Q: 3 clusters Score -712161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -712166.312500 Penalty: 2605.895020
	Iteration 33Q: 3 clusters Score -712166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -712171.312500 Penalty: 2605.895020
	Iteration 34Q: 3 clusters Score -712171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -712175.875000 Penalty: 2605.895020
	Iteration 35Q: 3 clusters Score -712175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -712177.812500 Penalty: 2605.895020
	Iteration 36Q: 3 clusters Score -712177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -712182.750000 Penalty: 2605.895020
	Iteration 37Q: 3 clusters Score -712182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -712184.875000 Penalty: 2605.895020
	Iteration 38Q: 3 clusters Score -712184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -712191.125000 Penalty: 2605.895020
	Iteration 39Q: 3 clusters Score -712191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -712197.562500 Penalty: 2605.895020
	Iteration 40F: 3 clusters Score -712197.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -712206.750000 Penalty: 2605.895020
	Iteration 41Q: 3 clusters Score -712206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -712209.687500 Penalty: 2605.895020
	Iteration 42Q: 3 clusters Score -712209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -712213.625000 Penalty: 2605.895020
	Iteration 43Q: 3 clusters Score -712213.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -712219.062500 Penalty: 2605.895020
	Iteration 44Q: 3 clusters Score -712219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -712225.562500 Penalty: 2605.895020
	Iteration 45Q: 3 clusters Score -712225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -712235.000000 Penalty: 2605.895020
	Iteration 46Q: 3 clusters Score -712235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -712242.937500 Penalty: 2605.895020
	Iteration 47Q: 3 clusters Score -712242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -712248.312500 Penalty: 2605.895020
	Iteration 48Q: 3 clusters Score -712248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -712252.125000 Penalty: 2605.895020
	Iteration 49Q: 3 clusters Score -712252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -712260.750000 Penalty: 2605.895020
	Iteration 50Q: 3 clusters Score -712260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -712261.812500 Penalty: 2605.895020
	Iteration 51Q: 3 clusters Score -712261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -712262.250000 Penalty: 2605.895020
	Iteration 52Q: 3 clusters Score -712262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -712265.437500 Penalty: 2605.895020
	Iteration 53Q: 3 clusters Score -712265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -712270.062500 Penalty: 2605.895020
	Iteration 54Q: 3 clusters Score -712270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -712269.562500 Penalty: 2605.895020
	Iteration 55Q: 3 clusters Score -712269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -712269.562500 Penalty: 2605.895020
	Iteration 56F: 3 clusters Score -712269.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25505.322266 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25505.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25668.269531 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25668.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25737.705078 Penalty: 1755.809570
	Iteration 2Q: 3 clusters Score -25737.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25783.697266 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25787.667969 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25787.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25793.812500 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25793.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25804.953125 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25804.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25813.324219 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -25813.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25834.292969 Penalty: 1755.809570
	Iteration 8Q: 3 clusters Score -25834.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25859.119141 Penalty: 1755.809570
	Iteration 9Q: 3 clusters Score -25859.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25880.257812 Penalty: 1755.809570
	Iteration 10Q: 3 clusters Score -25880.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25896.570312 Penalty: 1755.809570
	Iteration 11Q: 3 clusters Score -25896.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25900.501953 Penalty: 1755.809570
	Iteration 12Q: 3 clusters Score -25900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25905.011719 Penalty: 1755.809570
	Iteration 13Q: 3 clusters Score -25905.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25915.310547 Penalty: 1755.809570
	Iteration 14Q: 3 clusters Score -25915.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25927.751953 Penalty: 1755.809570
	Iteration 15Q: 3 clusters Score -25927.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25932.662109 Penalty: 1755.809570
	Iteration 16Q: 3 clusters Score -25932.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25936.474609 Penalty: 1755.809570
	Iteration 17Q: 3 clusters Score -25936.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25949.068359 Penalty: 1755.809570
	Iteration 18Q: 3 clusters Score -25949.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25954.998047 Penalty: 1755.809570
	Iteration 19Q: 3 clusters Score -25955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25954.998047 Penalty: 1755.809570
	Iteration 20F: 3 clusters Score -25955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -514911.093750 Penalty: 1253.357666
	Iteration 0F: 2 clusters Score -514911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -511484.281250 Penalty: 2506.715332
	Iteration 0F: 3 clusters Score -511484.3 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -512420.062500 Penalty: 2506.715332
	Iteration 1F: 3 clusters Score -512420.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -512647.781250 Penalty: 2506.715332
	Iteration 2F: 3 clusters Score -512647.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -512763.906250 Penalty: 2506.715332
	Iteration 3F: 3 clusters Score -512763.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -512831.812500 Penalty: 2506.715332
	Iteration 4Q: 3 clusters Score -512831.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -512878.500000 Penalty: 2506.715332
	Iteration 5Q: 3 clusters Score -512878.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -512907.937500 Penalty: 2506.715332
	Iteration 6Q: 3 clusters Score -512907.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -512936.281250 Penalty: 2506.715332
	Iteration 7Q: 3 clusters Score -512936.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -512960.718750 Penalty: 2506.715332
	Iteration 8Q: 3 clusters Score -512960.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -512986.031250 Penalty: 2506.715332
	Iteration 9Q: 3 clusters Score -512986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -513003.906250 Penalty: 2506.715332
	Iteration 10Q: 3 clusters Score -513003.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -513016.843750 Penalty: 2506.715332
	Iteration 11Q: 3 clusters Score -513016.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -513031.406250 Penalty: 2506.715332
	Iteration 12Q: 3 clusters Score -513031.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -513045.093750 Penalty: 2506.715332
	Iteration 13Q: 3 clusters Score -513045.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -513056.218750 Penalty: 2506.715332
	Iteration 14Q: 3 clusters Score -513056.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -513067.062500 Penalty: 2506.715332
	Iteration 15Q: 3 clusters Score -513067.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -513080.218750 Penalty: 2506.715332
	Iteration 16Q: 3 clusters Score -513080.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -513093.687500 Penalty: 2506.715332
	Iteration 17Q: 3 clusters Score -513093.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -513111.437500 Penalty: 2506.715332
	Iteration 18Q: 3 clusters Score -513111.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -513131.687500 Penalty: 2506.715332
	Iteration 19Q: 3 clusters Score -513131.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -513151.750000 Penalty: 2506.715332
	Iteration 20F: 3 clusters Score -513151.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -513166.000000 Penalty: 2506.715332
	Iteration 21Q: 3 clusters Score -513166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -513181.093750 Penalty: 2506.715332
	Iteration 22Q: 3 clusters Score -513181.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -513197.468750 Penalty: 2506.715332
	Iteration 23Q: 3 clusters Score -513197.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -513217.593750 Penalty: 2506.715332
	Iteration 24Q: 3 clusters Score -513217.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -513243.187500 Penalty: 2506.715332
	Iteration 25Q: 3 clusters Score -513243.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -513260.218750 Penalty: 2506.715332
	Iteration 26Q: 3 clusters Score -513260.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -513274.781250 Penalty: 2506.715332
	Iteration 27Q: 3 clusters Score -513274.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -513290.343750 Penalty: 2506.715332
	Iteration 28Q: 3 clusters Score -513290.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -513300.906250 Penalty: 2506.715332
	Iteration 29Q: 3 clusters Score -513300.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -513311.125000 Penalty: 2506.715332
	Iteration 30Q: 3 clusters Score -513311.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -513320.500000 Penalty: 2506.715332
	Iteration 31Q: 3 clusters Score -513320.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -513329.187500 Penalty: 2506.715332
	Iteration 32Q: 3 clusters Score -513329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -513339.718750 Penalty: 2506.715332
	Iteration 33Q: 3 clusters Score -513339.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -513351.500000 Penalty: 2506.715332
	Iteration 34Q: 3 clusters Score -513351.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -513363.750000 Penalty: 2506.715332
	Iteration 35Q: 3 clusters Score -513363.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -513374.531250 Penalty: 2506.715332
	Iteration 36Q: 3 clusters Score -513374.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -513383.968750 Penalty: 2506.715332
	Iteration 37Q: 3 clusters Score -513384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -513394.781250 Penalty: 2506.715332
	Iteration 38Q: 3 clusters Score -513394.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -513402.437500 Penalty: 2506.715332
	Iteration 39Q: 3 clusters Score -513402.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -513410.187500 Penalty: 2506.715332
	Iteration 40F: 3 clusters Score -513410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -513418.343750 Penalty: 2506.715332
	Iteration 41Q: 3 clusters Score -513418.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -513432.031250 Penalty: 2506.715332
	Iteration 42Q: 3 clusters Score -513432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -513449.531250 Penalty: 2506.715332
	Iteration 43Q: 3 clusters Score -513449.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -513463.468750 Penalty: 2506.715332
	Iteration 44Q: 3 clusters Score -513463.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -513476.531250 Penalty: 2506.715332
	Iteration 45Q: 3 clusters Score -513476.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -513485.062500 Penalty: 2506.715332
	Iteration 46Q: 3 clusters Score -513485.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -513488.625000 Penalty: 2506.715332
	Iteration 47Q: 3 clusters Score -513488.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -513494.250000 Penalty: 2506.715332
	Iteration 48Q: 3 clusters Score -513494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513497.281250 Penalty: 2506.715332
	Iteration 49Q: 3 clusters Score -513497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -513500.687500 Penalty: 2506.715332
	Iteration 50Q: 3 clusters Score -513500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -513503.156250 Penalty: 2506.715332
	Iteration 51Q: 3 clusters Score -513503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -513507.468750 Penalty: 2506.715332
	Iteration 52Q: 3 clusters Score -513507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513510.375000 Penalty: 2506.715332
	Iteration 53Q: 3 clusters Score -513510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -513514.937500 Penalty: 2506.715332
	Iteration 54Q: 3 clusters Score -513514.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -513519.750000 Penalty: 2506.715332
	Iteration 55Q: 3 clusters Score -513519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -513521.656250 Penalty: 2506.715332
	Iteration 56Q: 3 clusters Score -513521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -513522.875000 Penalty: 2506.715332
	Iteration 57Q: 3 clusters Score -513522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -513525.218750 Penalty: 2506.715332
	Iteration 58Q: 3 clusters Score -513525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -513528.218750 Penalty: 2506.715332
	Iteration 59Q: 3 clusters Score -513528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -513529.812500 Penalty: 2506.715332
	Iteration 60F: 3 clusters Score -513529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -513533.468750 Penalty: 2506.715332
	Iteration 61Q: 3 clusters Score -513533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -513535.937500 Penalty: 2506.715332
	Iteration 62Q: 3 clusters Score -513535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -513539.500000 Penalty: 2506.715332
	Iteration 63Q: 3 clusters Score -513539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -513545.343750 Penalty: 2506.715332
	Iteration 64Q: 3 clusters Score -513545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -513546.812500 Penalty: 2506.715332
	Iteration 65Q: 3 clusters Score -513546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -513549.437500 Penalty: 2506.715332
	Iteration 66Q: 3 clusters Score -513549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -513550.562500 Penalty: 2506.715332
	Iteration 67Q: 3 clusters Score -513550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -513551.531250 Penalty: 2506.715332
	Iteration 68Q: 3 clusters Score -513551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -513552.812500 Penalty: 2506.715332
	Iteration 69Q: 3 clusters Score -513552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -513552.843750 Penalty: 2506.715332
	Iteration 70Q: 3 clusters Score -513552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -513553.781250 Penalty: 2506.715332
	Iteration 71Q: 3 clusters Score -513553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -513556.031250 Penalty: 2506.715332
	Iteration 72Q: 3 clusters Score -513556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -513557.125000 Penalty: 2506.715332
	Iteration 73Q: 3 clusters Score -513557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -513557.812500 Penalty: 2506.715332
	Iteration 74Q: 3 clusters Score -513557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -513559.093750 Penalty: 2506.715332
	Iteration 75Q: 3 clusters Score -513559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -513559.000000 Penalty: 2506.715332
	Iteration 76Q: 3 clusters Score -513559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -513560.031250 Penalty: 2506.715332
	Iteration 77Q: 3 clusters Score -513560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -513561.437500 Penalty: 2506.715332
	Iteration 78Q: 3 clusters Score -513561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -513562.718750 Penalty: 2506.715332
	Iteration 79Q: 3 clusters Score -513562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -513565.906250 Penalty: 2506.715332
	Iteration 80F: 3 clusters Score -513565.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -513567.781250 Penalty: 2506.715332
	Iteration 81Q: 3 clusters Score -513567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -513571.531250 Penalty: 2506.715332
	Iteration 82Q: 3 clusters Score -513571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -513578.750000 Penalty: 2506.715332
	Iteration 83Q: 3 clusters Score -513578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -513583.593750 Penalty: 2506.715332
	Iteration 84Q: 3 clusters Score -513583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -513589.500000 Penalty: 2506.715332
	Iteration 85Q: 3 clusters Score -513589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -513594.281250 Penalty: 2506.715332
	Iteration 86Q: 3 clusters Score -513594.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -513598.125000 Penalty: 2506.715332
	Iteration 87Q: 3 clusters Score -513598.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -513602.500000 Penalty: 2506.715332
	Iteration 88Q: 3 clusters Score -513602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -513612.031250 Penalty: 2506.715332
	Iteration 89Q: 3 clusters Score -513612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -513617.781250 Penalty: 2506.715332
	Iteration 90Q: 3 clusters Score -513617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -513623.406250 Penalty: 2506.715332
	Iteration 91Q: 3 clusters Score -513623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -513627.625000 Penalty: 2506.715332
	Iteration 92Q: 3 clusters Score -513627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -513633.187500 Penalty: 2506.715332
	Iteration 93Q: 3 clusters Score -513633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -513639.031250 Penalty: 2506.715332
	Iteration 94Q: 3 clusters Score -513639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -513642.406250 Penalty: 2506.715332
	Iteration 95Q: 3 clusters Score -513642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -513645.250000 Penalty: 2506.715332
	Iteration 96Q: 3 clusters Score -513645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -513649.843750 Penalty: 2506.715332
	Iteration 97Q: 3 clusters Score -513649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -513655.093750 Penalty: 2506.715332
	Iteration 98Q: 3 clusters Score -513655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -513662.093750 Penalty: 2506.715332
	Iteration 99Q: 3 clusters Score -513662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -513670.906250 Penalty: 2506.715332
	Iteration 100F: 3 clusters Score -513670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -513680.031250 Penalty: 2506.715332
	Iteration 101Q: 3 clusters Score -513680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -513689.843750 Penalty: 2506.715332
	Iteration 102Q: 3 clusters Score -513689.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -513700.093750 Penalty: 2506.715332
	Iteration 103Q: 3 clusters Score -513700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -513705.906250 Penalty: 2506.715332
	Iteration 104Q: 3 clusters Score -513705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -513711.062500 Penalty: 2506.715332
	Iteration 105Q: 3 clusters Score -513711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -513719.437500 Penalty: 2506.715332
	Iteration 106Q: 3 clusters Score -513719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -513723.187500 Penalty: 2506.715332
	Iteration 107Q: 3 clusters Score -513723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -513729.562500 Penalty: 2506.715332
	Iteration 108Q: 3 clusters Score -513729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -513733.656250 Penalty: 2506.715332
	Iteration 109Q: 3 clusters Score -513733.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -513741.125000 Penalty: 2506.715332
	Iteration 110Q: 3 clusters Score -513741.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -513754.531250 Penalty: 2506.715332
	Iteration 111Q: 3 clusters Score -513754.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -513770.031250 Penalty: 2506.715332
	Iteration 112Q: 3 clusters Score -513770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -513785.843750 Penalty: 2506.715332
	Iteration 113Q: 3 clusters Score -513785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -513803.000000 Penalty: 2506.715332
	Iteration 114Q: 3 clusters Score -513803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -513814.875000 Penalty: 2506.715332
	Iteration 115Q: 3 clusters Score -513814.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -513828.500000 Penalty: 2506.715332
	Iteration 116Q: 3 clusters Score -513828.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -513838.812500 Penalty: 2506.715332
	Iteration 117Q: 3 clusters Score -513838.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -513849.187500 Penalty: 2506.715332
	Iteration 118Q: 3 clusters Score -513849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -513862.343750 Penalty: 2506.715332
	Iteration 119Q: 3 clusters Score -513862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -513872.468750 Penalty: 2506.715332
	Iteration 120F: 3 clusters Score -513872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -513880.687500 Penalty: 2506.715332
	Iteration 121Q: 3 clusters Score -513880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -513889.000000 Penalty: 2506.715332
	Iteration 122Q: 3 clusters Score -513889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -513893.937500 Penalty: 2506.715332
	Iteration 123Q: 3 clusters Score -513893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -513895.125000 Penalty: 2506.715332
	Iteration 124Q: 3 clusters Score -513895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -513895.375000 Penalty: 2506.715332
	Iteration 125Q: 3 clusters Score -513895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -513895.375000 Penalty: 2506.715332
	Iteration 126F: 3 clusters Score -513895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -432251.125000 Penalty: 1233.184204
	Iteration 0F: 2 clusters Score -432251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -429160.437500 Penalty: 2466.368408
	Iteration 0F: 3 clusters Score -429160.4 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -430020.406250 Penalty: 2466.368408
	Iteration 1F: 3 clusters Score -430020.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -430194.468750 Penalty: 2466.368408
	Iteration 2F: 3 clusters Score -430194.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -430319.187500 Penalty: 2466.368408
	Iteration 3F: 3 clusters Score -430319.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -430396.406250 Penalty: 2466.368408
	Iteration 4Q: 3 clusters Score -430396.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -430449.000000 Penalty: 2466.368408
	Iteration 5Q: 3 clusters Score -430449 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -430491.125000 Penalty: 2466.368408
	Iteration 6Q: 3 clusters Score -430491.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -430530.593750 Penalty: 2466.368408
	Iteration 7Q: 3 clusters Score -430530.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -430566.593750 Penalty: 2466.368408
	Iteration 8Q: 3 clusters Score -430566.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -430594.468750 Penalty: 2466.368408
	Iteration 9Q: 3 clusters Score -430594.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430614.937500 Penalty: 2466.368408
	Iteration 10Q: 3 clusters Score -430614.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430628.343750 Penalty: 2466.368408
	Iteration 11Q: 3 clusters Score -430628.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -430644.250000 Penalty: 2466.368408
	Iteration 12Q: 3 clusters Score -430644.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -430664.687500 Penalty: 2466.368408
	Iteration 13Q: 3 clusters Score -430664.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -430682.531250 Penalty: 2466.368408
	Iteration 14Q: 3 clusters Score -430682.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -430701.062500 Penalty: 2466.368408
	Iteration 15Q: 3 clusters Score -430701.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -430718.718750 Penalty: 2466.368408
	Iteration 16Q: 3 clusters Score -430718.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -430743.718750 Penalty: 2466.368408
	Iteration 17Q: 3 clusters Score -430743.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -430775.500000 Penalty: 2466.368408
	Iteration 18Q: 3 clusters Score -430775.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -430807.250000 Penalty: 2466.368408
	Iteration 19Q: 3 clusters Score -430807.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -430836.000000 Penalty: 2466.368408
	Iteration 20F: 3 clusters Score -430836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -430859.906250 Penalty: 2466.368408
	Iteration 21Q: 3 clusters Score -430859.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -430873.781250 Penalty: 2466.368408
	Iteration 22Q: 3 clusters Score -430873.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -430886.968750 Penalty: 2466.368408
	Iteration 23Q: 3 clusters Score -430887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -430900.812500 Penalty: 2466.368408
	Iteration 24Q: 3 clusters Score -430900.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -430915.937500 Penalty: 2466.368408
	Iteration 25Q: 3 clusters Score -430915.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -430933.843750 Penalty: 2466.368408
	Iteration 26Q: 3 clusters Score -430933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -430953.312500 Penalty: 2466.368408
	Iteration 27Q: 3 clusters Score -430953.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -430969.437500 Penalty: 2466.368408
	Iteration 28Q: 3 clusters Score -430969.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -430983.218750 Penalty: 2466.368408
	Iteration 29Q: 3 clusters Score -430983.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -430999.781250 Penalty: 2466.368408
	Iteration 30Q: 3 clusters Score -430999.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -431020.156250 Penalty: 2466.368408
	Iteration 31Q: 3 clusters Score -431020.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -431040.687500 Penalty: 2466.368408
	Iteration 32Q: 3 clusters Score -431040.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -431048.187500 Penalty: 2466.368408
	Iteration 33Q: 3 clusters Score -431048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -431053.250000 Penalty: 2466.368408
	Iteration 34Q: 3 clusters Score -431053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -431061.656250 Penalty: 2466.368408
	Iteration 35Q: 3 clusters Score -431061.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -431070.562500 Penalty: 2466.368408
	Iteration 36Q: 3 clusters Score -431070.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -431083.187500 Penalty: 2466.368408
	Iteration 37Q: 3 clusters Score -431083.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -431092.468750 Penalty: 2466.368408
	Iteration 38Q: 3 clusters Score -431092.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -431104.468750 Penalty: 2466.368408
	Iteration 39Q: 3 clusters Score -431104.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -431121.593750 Penalty: 2466.368408
	Iteration 40F: 3 clusters Score -431121.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -431136.531250 Penalty: 2466.368408
	Iteration 41Q: 3 clusters Score -431136.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -431150.125000 Penalty: 2466.368408
	Iteration 42Q: 3 clusters Score -431150.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -431168.750000 Penalty: 2466.368408
	Iteration 43Q: 3 clusters Score -431168.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -431184.000000 Penalty: 2466.368408
	Iteration 44Q: 3 clusters Score -431184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -431198.062500 Penalty: 2466.368408
	Iteration 45Q: 3 clusters Score -431198.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -431207.156250 Penalty: 2466.368408
	Iteration 46Q: 3 clusters Score -431207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -431220.468750 Penalty: 2466.368408
	Iteration 47Q: 3 clusters Score -431220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -431228.781250 Penalty: 2466.368408
	Iteration 48Q: 3 clusters Score -431228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -431234.500000 Penalty: 2466.368408
	Iteration 49Q: 3 clusters Score -431234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -431238.875000 Penalty: 2466.368408
	Iteration 50Q: 3 clusters Score -431238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -431242.968750 Penalty: 2466.368408
	Iteration 51Q: 3 clusters Score -431243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -431246.406250 Penalty: 2466.368408
	Iteration 52Q: 3 clusters Score -431246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -431248.187500 Penalty: 2466.368408
	Iteration 53Q: 3 clusters Score -431248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -431250.406250 Penalty: 2466.368408
	Iteration 54Q: 3 clusters Score -431250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -431251.718750 Penalty: 2466.368408
	Iteration 55Q: 3 clusters Score -431251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -431252.500000 Penalty: 2466.368408
	Iteration 56Q: 3 clusters Score -431252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -431254.375000 Penalty: 2466.368408
	Iteration 57Q: 3 clusters Score -431254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -431257.750000 Penalty: 2466.368408
	Iteration 58Q: 3 clusters Score -431257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -431258.562500 Penalty: 2466.368408
	Iteration 59Q: 3 clusters Score -431258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -431259.781250 Penalty: 2466.368408
	Iteration 60F: 3 clusters Score -431259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -431261.375000 Penalty: 2466.368408
	Iteration 61Q: 3 clusters Score -431261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -431262.468750 Penalty: 2466.368408
	Iteration 62Q: 3 clusters Score -431262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -431264.937500 Penalty: 2466.368408
	Iteration 63Q: 3 clusters Score -431264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -431265.687500 Penalty: 2466.368408
	Iteration 64Q: 3 clusters Score -431265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -431268.500000 Penalty: 2466.368408
	Iteration 65Q: 3 clusters Score -431268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -431270.000000 Penalty: 2466.368408
	Iteration 66Q: 3 clusters Score -431270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -431271.687500 Penalty: 2466.368408
	Iteration 67Q: 3 clusters Score -431271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -431273.312500 Penalty: 2466.368408
	Iteration 68Q: 3 clusters Score -431273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -431276.218750 Penalty: 2466.368408
	Iteration 69Q: 3 clusters Score -431276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -431278.281250 Penalty: 2466.368408
	Iteration 70Q: 3 clusters Score -431278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -431278.687500 Penalty: 2466.368408
	Iteration 71Q: 3 clusters Score -431278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -431278.687500 Penalty: 2466.368408
	Iteration 72F: 3 clusters Score -431278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -310414.062500 Penalty: 1201.924072
	Iteration 0F: 2 clusters Score -310414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -307816.812500 Penalty: 2403.848145
	Iteration 0F: 3 clusters Score -307816.8 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -308578.906250 Penalty: 2403.848145
	Iteration 1F: 3 clusters Score -308578.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -308900.312500 Penalty: 2403.848145
	Iteration 2F: 3 clusters Score -308900.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -309186.843750 Penalty: 2403.848145
	Iteration 3F: 3 clusters Score -309186.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -309385.031250 Penalty: 2403.848145
	Iteration 4F: 3 clusters Score -309385 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -309545.156250 Penalty: 2403.848145
	Iteration 5Q: 3 clusters Score -309545.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -309692.968750 Penalty: 2403.848145
	Iteration 6Q: 3 clusters Score -309693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -309814.375000 Penalty: 2403.848145
	Iteration 7Q: 3 clusters Score -309814.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -309874.781250 Penalty: 2403.848145
	Iteration 8Q: 3 clusters Score -309874.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309936.656250 Penalty: 2403.848145
	Iteration 9Q: 3 clusters Score -309936.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -309981.968750 Penalty: 2403.848145
	Iteration 10Q: 3 clusters Score -309982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -310013.968750 Penalty: 2403.848145
	Iteration 11Q: 3 clusters Score -310014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -310050.968750 Penalty: 2403.848145
	Iteration 12Q: 3 clusters Score -310051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -310081.093750 Penalty: 2403.848145
	Iteration 13Q: 3 clusters Score -310081.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -310115.906250 Penalty: 2403.848145
	Iteration 14Q: 3 clusters Score -310115.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -310143.750000 Penalty: 2403.848145
	Iteration 15Q: 3 clusters Score -310143.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -310168.187500 Penalty: 2403.848145
	Iteration 16Q: 3 clusters Score -310168.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -310186.187500 Penalty: 2403.848145
	Iteration 17Q: 3 clusters Score -310186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -310197.531250 Penalty: 2403.848145
	Iteration 18Q: 3 clusters Score -310197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -310207.125000 Penalty: 2403.848145
	Iteration 19Q: 3 clusters Score -310207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -310213.531250 Penalty: 2403.848145
	Iteration 20F: 3 clusters Score -310213.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -310216.343750 Penalty: 2403.848145
	Iteration 21Q: 3 clusters Score -310216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -310217.937500 Penalty: 2403.848145
	Iteration 22Q: 3 clusters Score -310217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -310221.250000 Penalty: 2403.848145
	Iteration 23Q: 3 clusters Score -310221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -310224.187500 Penalty: 2403.848145
	Iteration 24Q: 3 clusters Score -310224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -310225.937500 Penalty: 2403.848145
	Iteration 25Q: 3 clusters Score -310225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -310227.750000 Penalty: 2403.848145
	Iteration 26Q: 3 clusters Score -310227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -310229.218750 Penalty: 2403.848145
	Iteration 27Q: 3 clusters Score -310229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -310230.156250 Penalty: 2403.848145
	Iteration 28Q: 3 clusters Score -310230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -310233.718750 Penalty: 2403.848145
	Iteration 29Q: 3 clusters Score -310233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -310234.312500 Penalty: 2403.848145
	Iteration 30Q: 3 clusters Score -310234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -310234.531250 Penalty: 2403.848145
	Iteration 31Q: 3 clusters Score -310234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -310235.812500 Penalty: 2403.848145
	Iteration 32Q: 3 clusters Score -310235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -310236.812500 Penalty: 2403.848145
	Iteration 33Q: 3 clusters Score -310236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -310238.125000 Penalty: 2403.848145
	Iteration 34Q: 3 clusters Score -310238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -310239.250000 Penalty: 2403.848145
	Iteration 35Q: 3 clusters Score -310239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -310239.718750 Penalty: 2403.848145
	Iteration 36Q: 3 clusters Score -310239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -310239.718750 Penalty: 2403.848145
	Iteration 37F: 3 clusters Score -310239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -937677.000000 Penalty: 1337.610840
	Iteration 0F: 2 clusters Score -937677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -932124.750000 Penalty: 2675.221680
	Iteration 0F: 3 clusters Score -932124.8 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -933847.750000 Penalty: 2675.221680
	Iteration 1F: 3 clusters Score -933847.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -934102.187500 Penalty: 2675.221680
	Iteration 2F: 3 clusters Score -934102.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -934258.937500 Penalty: 2675.221680
	Iteration 3Q: 3 clusters Score -934258.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -934402.562500 Penalty: 2675.221680
	Iteration 4Q: 3 clusters Score -934402.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -934507.000000 Penalty: 2675.221680
	Iteration 5Q: 3 clusters Score -934507 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -934589.375000 Penalty: 2675.221680
	Iteration 6Q: 3 clusters Score -934589.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -934661.750000 Penalty: 2675.221680
	Iteration 7Q: 3 clusters Score -934661.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -934735.500000 Penalty: 2675.221680
	Iteration 8Q: 3 clusters Score -934735.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -934837.000000 Penalty: 2675.221680
	Iteration 9Q: 3 clusters Score -934837 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -934946.937500 Penalty: 2675.221680
	Iteration 10Q: 3 clusters Score -934946.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -935071.375000 Penalty: 2675.221680
	Iteration 11Q: 3 clusters Score -935071.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -935233.125000 Penalty: 2675.221680
	Iteration 12Q: 3 clusters Score -935233.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -935422.500000 Penalty: 2675.221680
	Iteration 13Q: 3 clusters Score -935422.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -935633.437500 Penalty: 2675.221680
	Iteration 14Q: 3 clusters Score -935633.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -935843.250000 Penalty: 2675.221680
	Iteration 15Q: 3 clusters Score -935843.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -936010.187500 Penalty: 2675.221680
	Iteration 16Q: 3 clusters Score -936010.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -936156.875000 Penalty: 2675.221680
	Iteration 17Q: 3 clusters Score -936156.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -936298.812500 Penalty: 2675.221680
	Iteration 18Q: 3 clusters Score -936298.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -936391.250000 Penalty: 2675.221680
	Iteration 19Q: 3 clusters Score -936391.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -936457.000000 Penalty: 2675.221680
	Iteration 20F: 3 clusters Score -936457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -936516.125000 Penalty: 2675.221680
	Iteration 21Q: 3 clusters Score -936516.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -936560.500000 Penalty: 2675.221680
	Iteration 22Q: 3 clusters Score -936560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -936578.187500 Penalty: 2675.221680
	Iteration 23Q: 3 clusters Score -936578.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -936596.375000 Penalty: 2675.221680
	Iteration 24Q: 3 clusters Score -936596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -936610.375000 Penalty: 2675.221680
	Iteration 25Q: 3 clusters Score -936610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -936619.437500 Penalty: 2675.221680
	Iteration 26Q: 3 clusters Score -936619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -936633.125000 Penalty: 2675.221680
	Iteration 27Q: 3 clusters Score -936633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -936650.500000 Penalty: 2675.221680
	Iteration 28Q: 3 clusters Score -936650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -936658.375000 Penalty: 2675.221680
	Iteration 29Q: 3 clusters Score -936658.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -936671.437500 Penalty: 2675.221680
	Iteration 30Q: 3 clusters Score -936671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -936682.187500 Penalty: 2675.221680
	Iteration 31Q: 3 clusters Score -936682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -936687.875000 Penalty: 2675.221680
	Iteration 32Q: 3 clusters Score -936687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -936692.750000 Penalty: 2675.221680
	Iteration 33Q: 3 clusters Score -936692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -936701.562500 Penalty: 2675.221680
	Iteration 34Q: 3 clusters Score -936701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -936705.250000 Penalty: 2675.221680
	Iteration 35Q: 3 clusters Score -936705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -936705.250000 Penalty: 2675.221680
	Iteration 36F: 3 clusters Score -936705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61262.355469 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61262.36 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61531.132812 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61531.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61629.636719 Penalty: 1954.241699
	Iteration 2F: 3 clusters Score -61629.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61693.238281 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61693.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61751.839844 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61751.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61794.132812 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61794.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61843.335938 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61843.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61892.582031 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61892.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61951.796875 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62016.851562 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -62016.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62063.582031 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -62063.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62110.378906 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -62110.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62119.011719 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -62119.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62133.140625 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -62133.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62153.851562 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -62153.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62168.953125 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -62168.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62174.316406 Penalty: 1954.241699
	Iteration 16Q: 3 clusters Score -62174.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62176.832031 Penalty: 1954.241699
	Iteration 17Q: 3 clusters Score -62176.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62178.011719 Penalty: 1954.241699
	Iteration 18Q: 3 clusters Score -62178.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62178.011719 Penalty: 1954.241699
	Iteration 19F: 3 clusters Score -62178.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -997431.000000 Penalty: 1354.041870
	Iteration 0F: 2 clusters Score -997431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -991375.750000 Penalty: 2708.083740
	Iteration 0F: 3 clusters Score -991375.8 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -993308.687500 Penalty: 2708.083740
	Iteration 1F: 3 clusters Score -993308.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -993589.687500 Penalty: 2708.083740
	Iteration 2F: 3 clusters Score -993589.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -993798.000000 Penalty: 2708.083740
	Iteration 3F: 3 clusters Score -993798 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -993973.750000 Penalty: 2708.083740
	Iteration 4Q: 3 clusters Score -993973.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -994153.625000 Penalty: 2708.083740
	Iteration 5Q: 3 clusters Score -994153.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -994328.937500 Penalty: 2708.083740
	Iteration 6Q: 3 clusters Score -994328.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -994569.875000 Penalty: 2708.083740
	Iteration 7Q: 3 clusters Score -994569.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -994850.875000 Penalty: 2708.083740
	Iteration 8Q: 3 clusters Score -994850.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -995155.250000 Penalty: 2708.083740
	Iteration 9Q: 3 clusters Score -995155.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -995430.750000 Penalty: 2708.083740
	Iteration 10Q: 3 clusters Score -995430.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -995661.562500 Penalty: 2708.083740
	Iteration 11Q: 3 clusters Score -995661.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -995842.875000 Penalty: 2708.083740
	Iteration 12Q: 3 clusters Score -995842.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -995992.750000 Penalty: 2708.083740
	Iteration 13Q: 3 clusters Score -995992.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -996097.687500 Penalty: 2708.083740
	Iteration 14Q: 3 clusters Score -996097.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -996181.187500 Penalty: 2708.083740
	Iteration 15Q: 3 clusters Score -996181.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -996254.250000 Penalty: 2708.083740
	Iteration 16Q: 3 clusters Score -996254.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -996324.937500 Penalty: 2708.083740
	Iteration 17Q: 3 clusters Score -996324.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -996378.875000 Penalty: 2708.083740
	Iteration 18Q: 3 clusters Score -996378.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -996425.000000 Penalty: 2708.083740
	Iteration 19Q: 3 clusters Score -996425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -996470.687500 Penalty: 2708.083740
	Iteration 20F: 3 clusters Score -996470.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -996499.375000 Penalty: 2708.083740
	Iteration 21Q: 3 clusters Score -996499.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -996515.187500 Penalty: 2708.083740
	Iteration 22Q: 3 clusters Score -996515.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -996533.750000 Penalty: 2708.083740
	Iteration 23Q: 3 clusters Score -996533.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -996540.625000 Penalty: 2708.083740
	Iteration 24Q: 3 clusters Score -996540.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -996553.312500 Penalty: 2708.083740
	Iteration 25Q: 3 clusters Score -996553.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -996560.000000 Penalty: 2708.083740
	Iteration 26Q: 3 clusters Score -996560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -996570.000000 Penalty: 2708.083740
	Iteration 27Q: 3 clusters Score -996570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -996578.687500 Penalty: 2708.083740
	Iteration 28Q: 3 clusters Score -996578.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -996584.125000 Penalty: 2708.083740
	Iteration 29Q: 3 clusters Score -996584.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -996589.875000 Penalty: 2708.083740
	Iteration 30Q: 3 clusters Score -996589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -996593.937500 Penalty: 2708.083740
	Iteration 31Q: 3 clusters Score -996593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -996596.812500 Penalty: 2708.083740
	Iteration 32Q: 3 clusters Score -996596.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -996606.125000 Penalty: 2708.083740
	Iteration 33Q: 3 clusters Score -996606.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -996610.000000 Penalty: 2708.083740
	Iteration 34Q: 3 clusters Score -996610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -996621.750000 Penalty: 2708.083740
	Iteration 35Q: 3 clusters Score -996621.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -996625.312500 Penalty: 2708.083740
	Iteration 36Q: 3 clusters Score -996625.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -996634.687500 Penalty: 2708.083740
	Iteration 37Q: 3 clusters Score -996634.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -996639.437500 Penalty: 2708.083740
	Iteration 38Q: 3 clusters Score -996639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -996642.750000 Penalty: 2708.083740
	Iteration 39Q: 3 clusters Score -996642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -996644.375000 Penalty: 2708.083740
	Iteration 40F: 3 clusters Score -996644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -996649.312500 Penalty: 2708.083740
	Iteration 41Q: 3 clusters Score -996649.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -996652.625000 Penalty: 2708.083740
	Iteration 42Q: 3 clusters Score -996652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -996656.250000 Penalty: 2708.083740
	Iteration 43Q: 3 clusters Score -996656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -996658.687500 Penalty: 2708.083740
	Iteration 44Q: 3 clusters Score -996658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -996661.937500 Penalty: 2708.083740
	Iteration 45Q: 3 clusters Score -996661.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -996666.250000 Penalty: 2708.083740
	Iteration 46Q: 3 clusters Score -996666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -996668.937500 Penalty: 2708.083740
	Iteration 47Q: 3 clusters Score -996668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -996669.625000 Penalty: 2708.083740
	Iteration 48Q: 3 clusters Score -996669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -996669.625000 Penalty: 2708.083740
	Iteration 49Q: 3 clusters Score -996669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -996670.125000 Penalty: 2708.083740
	Iteration 50Q: 3 clusters Score -996670.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -996672.687500 Penalty: 2708.083740
	Iteration 51Q: 3 clusters Score -996672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -996673.125000 Penalty: 2708.083740
	Iteration 52Q: 3 clusters Score -996673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -996673.250000 Penalty: 2708.083740
	Iteration 53Q: 3 clusters Score -996673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -996673.750000 Penalty: 2708.083740
	Iteration 54Q: 3 clusters Score -996673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -996675.000000 Penalty: 2708.083740
	Iteration 55Q: 3 clusters Score -996675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -996677.250000 Penalty: 2708.083740
	Iteration 56Q: 3 clusters Score -996677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -996679.312500 Penalty: 2708.083740
	Iteration 57Q: 3 clusters Score -996679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -996682.250000 Penalty: 2708.083740
	Iteration 58Q: 3 clusters Score -996682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -996680.250000 Penalty: 2708.083740
	Iteration 59Q: 3 clusters Score -996680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -996680.312500 Penalty: 2708.083740
	Iteration 60F: 3 clusters Score -996680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1233429.125000 Penalty: 1387.229126
	Iteration 0F: 2 clusters Score -1233429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1225858.250000 Penalty: 2774.458252
	Iteration 0F: 3 clusters Score -1225858 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1228378.875000 Penalty: 2774.458252
	Iteration 1F: 3 clusters Score -1228379 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1228784.500000 Penalty: 2774.458252
	Iteration 2F: 3 clusters Score -1228784 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1229218.375000 Penalty: 2774.458252
	Iteration 3F: 3 clusters Score -1229218 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1229656.625000 Penalty: 2774.458252
	Iteration 4F: 3 clusters Score -1229657 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1230127.250000 Penalty: 2774.458252
	Iteration 5F: 3 clusters Score -1230127 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1230642.375000 Penalty: 2774.458252
	Iteration 6F: 3 clusters Score -1230642 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1231144.375000 Penalty: 2774.458252
	Iteration 7F: 3 clusters Score -1231144 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1231588.625000 Penalty: 2774.458252
	Iteration 8Q: 3 clusters Score -1231589 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1231907.375000 Penalty: 2774.458252
	Iteration 9Q: 3 clusters Score -1231907 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1232106.125000 Penalty: 2774.458252
	Iteration 10Q: 3 clusters Score -1232106 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1232246.875000 Penalty: 2774.458252
	Iteration 11Q: 3 clusters Score -1232247 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1232337.375000 Penalty: 2774.458252
	Iteration 12Q: 3 clusters Score -1232337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1232405.875000 Penalty: 2774.458252
	Iteration 13Q: 3 clusters Score -1232406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1232472.000000 Penalty: 2774.458252
	Iteration 14Q: 3 clusters Score -1232472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1232522.500000 Penalty: 2774.458252
	Iteration 15Q: 3 clusters Score -1232522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1232552.750000 Penalty: 2774.458252
	Iteration 16Q: 3 clusters Score -1232553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1232576.750000 Penalty: 2774.458252
	Iteration 17Q: 3 clusters Score -1232577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1232603.500000 Penalty: 2774.458252
	Iteration 18Q: 3 clusters Score -1232604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1232614.875000 Penalty: 2774.458252
	Iteration 19Q: 3 clusters Score -1232615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1232618.125000 Penalty: 2774.458252
	Iteration 20F: 3 clusters Score -1232618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1232623.375000 Penalty: 2774.458252
	Iteration 21Q: 3 clusters Score -1232623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1232629.125000 Penalty: 2774.458252
	Iteration 22Q: 3 clusters Score -1232629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1232629.250000 Penalty: 2774.458252
	Iteration 23Q: 3 clusters Score -1232629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1232632.125000 Penalty: 2774.458252
	Iteration 24Q: 3 clusters Score -1232632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1232634.500000 Penalty: 2774.458252
	Iteration 25Q: 3 clusters Score -1232634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1232636.000000 Penalty: 2774.458252
	Iteration 26Q: 3 clusters Score -1232636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1232635.625000 Penalty: 2774.458252
	Iteration 27Q: 3 clusters Score -1232636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1232635.875000 Penalty: 2774.458252
	Iteration 28Q: 3 clusters Score -1232636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1232638.500000 Penalty: 2774.458252
	Iteration 29Q: 3 clusters Score -1232638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1232638.375000 Penalty: 2774.458252
	Iteration 30Q: 3 clusters Score -1232638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1232642.250000 Penalty: 2774.458252
	Iteration 31Q: 3 clusters Score -1232642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1232642.750000 Penalty: 2774.458252
	Iteration 32Q: 3 clusters Score -1232643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1232643.125000 Penalty: 2774.458252
	Iteration 33Q: 3 clusters Score -1232643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1232643.125000 Penalty: 2774.458252
	Iteration 34F: 3 clusters Score -1232643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -478636.000000 Penalty: 1244.915894
	Iteration 0F: 2 clusters Score -478636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -475400.375000 Penalty: 2489.831787
	Iteration 0F: 3 clusters Score -475400.4 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -476375.531250 Penalty: 2489.831787
	Iteration 1F: 3 clusters Score -476375.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -476576.562500 Penalty: 2489.831787
	Iteration 2F: 3 clusters Score -476576.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -476687.375000 Penalty: 2489.831787
	Iteration 3Q: 3 clusters Score -476687.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -476743.562500 Penalty: 2489.831787
	Iteration 4Q: 3 clusters Score -476743.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -476777.250000 Penalty: 2489.831787
	Iteration 5Q: 3 clusters Score -476777.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -476806.937500 Penalty: 2489.831787
	Iteration 6Q: 3 clusters Score -476806.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -476828.187500 Penalty: 2489.831787
	Iteration 7Q: 3 clusters Score -476828.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -476845.062500 Penalty: 2489.831787
	Iteration 8Q: 3 clusters Score -476845.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -476855.750000 Penalty: 2489.831787
	Iteration 9Q: 3 clusters Score -476855.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -476862.968750 Penalty: 2489.831787
	Iteration 10Q: 3 clusters Score -476863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -476874.406250 Penalty: 2489.831787
	Iteration 11Q: 3 clusters Score -476874.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -476882.312500 Penalty: 2489.831787
	Iteration 12Q: 3 clusters Score -476882.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -476890.343750 Penalty: 2489.831787
	Iteration 13Q: 3 clusters Score -476890.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -476903.593750 Penalty: 2489.831787
	Iteration 14Q: 3 clusters Score -476903.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -476914.812500 Penalty: 2489.831787
	Iteration 15Q: 3 clusters Score -476914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -476924.125000 Penalty: 2489.831787
	Iteration 16Q: 3 clusters Score -476924.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -476933.937500 Penalty: 2489.831787
	Iteration 17Q: 3 clusters Score -476933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -476939.250000 Penalty: 2489.831787
	Iteration 18Q: 3 clusters Score -476939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -476944.062500 Penalty: 2489.831787
	Iteration 19Q: 3 clusters Score -476944.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -476952.750000 Penalty: 2489.831787
	Iteration 20F: 3 clusters Score -476952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -476963.343750 Penalty: 2489.831787
	Iteration 21Q: 3 clusters Score -476963.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -476974.156250 Penalty: 2489.831787
	Iteration 22Q: 3 clusters Score -476974.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -476981.125000 Penalty: 2489.831787
	Iteration 23Q: 3 clusters Score -476981.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -476987.500000 Penalty: 2489.831787
	Iteration 24Q: 3 clusters Score -476987.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -476995.531250 Penalty: 2489.831787
	Iteration 25Q: 3 clusters Score -476995.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -477008.375000 Penalty: 2489.831787
	Iteration 26Q: 3 clusters Score -477008.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -477016.625000 Penalty: 2489.831787
	Iteration 27Q: 3 clusters Score -477016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -477028.437500 Penalty: 2489.831787
	Iteration 28Q: 3 clusters Score -477028.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -477039.062500 Penalty: 2489.831787
	Iteration 29Q: 3 clusters Score -477039.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -477048.156250 Penalty: 2489.831787
	Iteration 30Q: 3 clusters Score -477048.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -477056.187500 Penalty: 2489.831787
	Iteration 31Q: 3 clusters Score -477056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -477064.125000 Penalty: 2489.831787
	Iteration 32Q: 3 clusters Score -477064.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -477071.531250 Penalty: 2489.831787
	Iteration 33Q: 3 clusters Score -477071.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -477081.000000 Penalty: 2489.831787
	Iteration 34Q: 3 clusters Score -477081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -477091.656250 Penalty: 2489.831787
	Iteration 35Q: 3 clusters Score -477091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -477107.218750 Penalty: 2489.831787
	Iteration 36Q: 3 clusters Score -477107.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -477124.312500 Penalty: 2489.831787
	Iteration 37Q: 3 clusters Score -477124.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -477140.718750 Penalty: 2489.831787
	Iteration 38Q: 3 clusters Score -477140.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -477155.093750 Penalty: 2489.831787
	Iteration 39Q: 3 clusters Score -477155.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -477173.343750 Penalty: 2489.831787
	Iteration 40F: 3 clusters Score -477173.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -477188.093750 Penalty: 2489.831787
	Iteration 41Q: 3 clusters Score -477188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -477200.500000 Penalty: 2489.831787
	Iteration 42Q: 3 clusters Score -477200.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -477213.843750 Penalty: 2489.831787
	Iteration 43Q: 3 clusters Score -477213.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -477225.656250 Penalty: 2489.831787
	Iteration 44Q: 3 clusters Score -477225.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -477237.656250 Penalty: 2489.831787
	Iteration 45Q: 3 clusters Score -477237.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -477248.875000 Penalty: 2489.831787
	Iteration 46Q: 3 clusters Score -477248.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -477257.750000 Penalty: 2489.831787
	Iteration 47Q: 3 clusters Score -477257.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -477268.843750 Penalty: 2489.831787
	Iteration 48Q: 3 clusters Score -477268.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -477276.312500 Penalty: 2489.831787
	Iteration 49Q: 3 clusters Score -477276.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -477286.718750 Penalty: 2489.831787
	Iteration 50Q: 3 clusters Score -477286.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -477294.437500 Penalty: 2489.831787
	Iteration 51Q: 3 clusters Score -477294.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -477306.781250 Penalty: 2489.831787
	Iteration 52Q: 3 clusters Score -477306.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -477319.093750 Penalty: 2489.831787
	Iteration 53Q: 3 clusters Score -477319.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -477338.500000 Penalty: 2489.831787
	Iteration 54Q: 3 clusters Score -477338.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -477356.781250 Penalty: 2489.831787
	Iteration 55Q: 3 clusters Score -477356.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -477376.156250 Penalty: 2489.831787
	Iteration 56Q: 3 clusters Score -477376.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -477404.125000 Penalty: 2489.831787
	Iteration 57Q: 3 clusters Score -477404.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -477438.281250 Penalty: 2489.831787
	Iteration 58Q: 3 clusters Score -477438.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -477475.125000 Penalty: 2489.831787
	Iteration 59Q: 3 clusters Score -477475.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -477517.312500 Penalty: 2489.831787
	Iteration 60F: 3 clusters Score -477517.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -477561.875000 Penalty: 2489.831787
	Iteration 61Q: 3 clusters Score -477561.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -477609.781250 Penalty: 2489.831787
	Iteration 62Q: 3 clusters Score -477609.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -477646.968750 Penalty: 2489.831787
	Iteration 63Q: 3 clusters Score -477647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -477683.312500 Penalty: 2489.831787
	Iteration 64Q: 3 clusters Score -477683.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -477712.375000 Penalty: 2489.831787
	Iteration 65Q: 3 clusters Score -477712.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -477738.718750 Penalty: 2489.831787
	Iteration 66Q: 3 clusters Score -477738.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -477750.562500 Penalty: 2489.831787
	Iteration 67Q: 3 clusters Score -477750.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -477761.593750 Penalty: 2489.831787
	Iteration 68Q: 3 clusters Score -477761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -477769.468750 Penalty: 2489.831787
	Iteration 69Q: 3 clusters Score -477769.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -477772.593750 Penalty: 2489.831787
	Iteration 70Q: 3 clusters Score -477772.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -477778.125000 Penalty: 2489.831787
	Iteration 71Q: 3 clusters Score -477778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -477784.343750 Penalty: 2489.831787
	Iteration 72Q: 3 clusters Score -477784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -477788.281250 Penalty: 2489.831787
	Iteration 73Q: 3 clusters Score -477788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -477793.031250 Penalty: 2489.831787
	Iteration 74Q: 3 clusters Score -477793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -477800.031250 Penalty: 2489.831787
	Iteration 75Q: 3 clusters Score -477800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -477805.812500 Penalty: 2489.831787
	Iteration 76Q: 3 clusters Score -477805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -477810.343750 Penalty: 2489.831787
	Iteration 77Q: 3 clusters Score -477810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -477814.812500 Penalty: 2489.831787
	Iteration 78Q: 3 clusters Score -477814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -477819.375000 Penalty: 2489.831787
	Iteration 79Q: 3 clusters Score -477819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -477820.187500 Penalty: 2489.831787
	Iteration 80F: 3 clusters Score -477820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -477822.500000 Penalty: 2489.831787
	Iteration 81Q: 3 clusters Score -477822.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -477825.156250 Penalty: 2489.831787
	Iteration 82Q: 3 clusters Score -477825.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -477828.687500 Penalty: 2489.831787
	Iteration 83Q: 3 clusters Score -477828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -477831.562500 Penalty: 2489.831787
	Iteration 84Q: 3 clusters Score -477831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -477833.437500 Penalty: 2489.831787
	Iteration 85Q: 3 clusters Score -477833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -477836.687500 Penalty: 2489.831787
	Iteration 86Q: 3 clusters Score -477836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -477838.843750 Penalty: 2489.831787
	Iteration 87Q: 3 clusters Score -477838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -477840.031250 Penalty: 2489.831787
	Iteration 88Q: 3 clusters Score -477840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -477842.468750 Penalty: 2489.831787
	Iteration 89Q: 3 clusters Score -477842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -477846.968750 Penalty: 2489.831787
	Iteration 90Q: 3 clusters Score -477847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -477849.718750 Penalty: 2489.831787
	Iteration 91Q: 3 clusters Score -477849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -477851.656250 Penalty: 2489.831787
	Iteration 92Q: 3 clusters Score -477851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -477852.812500 Penalty: 2489.831787
	Iteration 93Q: 3 clusters Score -477852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -477852.812500 Penalty: 2489.831787
	Iteration 94F: 3 clusters Score -477852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Entering Unmasked Estep 
Score: -942932.750000 Penalty: 1347.796509
	Iteration 0F: 2 clusters Score -942932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -937026.875000 Penalty: 2695.593018
	Iteration 0F: 3 clusters Score -937026.9 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -938898.375000 Penalty: 2695.593018
	Iteration 1F: 3 clusters Score -938898.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -939200.312500 Penalty: 2695.593018
	Iteration 2F: 3 clusters Score -939200.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -939437.687500 Penalty: 2695.593018
	Iteration 3F: 3 clusters Score -939437.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -939644.187500 Penalty: 2695.593018
	Iteration 4Q: 3 clusters Score -939644.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -939809.937500 Penalty: 2695.593018
	Iteration 5Q: 3 clusters Score -939809.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -939964.250000 Penalty: 2695.593018
	Iteration 6Q: 3 clusters Score -939964.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -940116.125000 Penalty: 2695.593018
	Iteration 7Q: 3 clusters Score -940116.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -940257.625000 Penalty: 2695.593018
	Iteration 8Q: 3 clusters Score -940257.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -940388.437500 Penalty: 2695.593018
	Iteration 9Q: 3 clusters Score -940388.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -940532.625000 Penalty: 2695.593018
	Iteration 10Q: 3 clusters Score -940532.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -940668.500000 Penalty: 2695.593018
	Iteration 11Q: 3 clusters Score -940668.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -940793.625000 Penalty: 2695.593018
	Iteration 12Q: 3 clusters Score -940793.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -940929.625000 Penalty: 2695.593018
	Iteration 13Q: 3 clusters Score -940929.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -941060.687500 Penalty: 2695.593018
	Iteration 14Q: 3 clusters Score -941060.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -941177.375000 Penalty: 2695.593018
	Iteration 15Q: 3 clusters Score -941177.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -941285.125000 Penalty: 2695.593018
	Iteration 16Q: 3 clusters Score -941285.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -941374.875000 Penalty: 2695.593018
	Iteration 17Q: 3 clusters Score -941374.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -941444.750000 Penalty: 2695.593018
	Iteration 18Q: 3 clusters Score -941444.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -941500.562500 Penalty: 2695.593018
	Iteration 19Q: 3 clusters Score -941500.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -941557.562500 Penalty: 2695.593018
	Iteration 20F: 3 clusters Score -941557.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -941623.375000 Penalty: 2695.593018
	Iteration 21Q: 3 clusters Score -941623.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -941678.375000 Penalty: 2695.593018
	Iteration 22Q: 3 clusters Score -941678.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -941725.250000 Penalty: 2695.593018
	Iteration 23Q: 3 clusters Score -941725.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -941771.187500 Penalty: 2695.593018
	Iteration 24Q: 3 clusters Score -941771.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -941805.125000 Penalty: 2695.593018
	Iteration 25Q: 3 clusters Score -941805.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -941839.000000 Penalty: 2695.593018
	Iteration 26Q: 3 clusters Score -941839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -941875.062500 Penalty: 2695.593018
	Iteration 27Q: 3 clusters Score -941875.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -941895.125000 Penalty: 2695.593018
	Iteration 28Q: 3 clusters Score -941895.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -941916.187500 Penalty: 2695.593018
	Iteration 29Q: 3 clusters Score -941916.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -941930.562500 Penalty: 2695.593018
	Iteration 30Q: 3 clusters Score -941930.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -941945.062500 Penalty: 2695.593018
	Iteration 31Q: 3 clusters Score -941945.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -941954.875000 Penalty: 2695.593018
	Iteration 32Q: 3 clusters Score -941954.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -941968.312500 Penalty: 2695.593018
	Iteration 33Q: 3 clusters Score -941968.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -941972.625000 Penalty: 2695.593018
	Iteration 34Q: 3 clusters Score -941972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -941982.500000 Penalty: 2695.593018
	Iteration 35Q: 3 clusters Score -941982.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -941990.125000 Penalty: 2695.593018
	Iteration 36Q: 3 clusters Score -941990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -941999.812500 Penalty: 2695.593018
	Iteration 37Q: 3 clusters Score -941999.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -942015.250000 Penalty: 2695.593018
	Iteration 38Q: 3 clusters Score -942015.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -942026.812500 Penalty: 2695.593018
	Iteration 39Q: 3 clusters Score -942026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -942032.875000 Penalty: 2695.593018
	Iteration 40F: 3 clusters Score -942032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -942037.187500 Penalty: 2695.593018
	Iteration 41Q: 3 clusters Score -942037.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -942042.687500 Penalty: 2695.593018
	Iteration 42Q: 3 clusters Score -942042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -942047.312500 Penalty: 2695.593018
	Iteration 43Q: 3 clusters Score -942047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -942051.062500 Penalty: 2695.593018
	Iteration 44Q: 3 clusters Score -942051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -942055.875000 Penalty: 2695.593018
	Iteration 45Q: 3 clusters Score -942055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -942064.687500 Penalty: 2695.593018
	Iteration 46Q: 3 clusters Score -942064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -942072.375000 Penalty: 2695.593018
	Iteration 47Q: 3 clusters Score -942072.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -942083.625000 Penalty: 2695.593018
	Iteration 48Q: 3 clusters Score -942083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -942083.062500 Penalty: 2695.593018
	Iteration 49Q: 3 clusters Score -942083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -942087.375000 Penalty: 2695.593018
	Iteration 50Q: 3 clusters Score -942087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -942090.875000 Penalty: 2695.593018
	Iteration 51Q: 3 clusters Score -942090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -942091.687500 Penalty: 2695.593018
	Iteration 52Q: 3 clusters Score -942091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -942093.250000 Penalty: 2695.593018
	Iteration 53Q: 3 clusters Score -942093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -942093.250000 Penalty: 2695.593018
	Iteration 54F: 3 clusters Score -942093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Entering Unmasked Estep 
Score: -5153416.500000 Penalty: 1590.964844
	Iteration 0F: 2 clusters Score -5153416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5124690.500000 Penalty: 3181.929688
	Iteration 0F: 3 clusters Score -5124690 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5135942.000000 Penalty: 3181.929688
	Iteration 1F: 3 clusters Score -5135942 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5136735.000000 Penalty: 3181.929688
	Iteration 2Q: 3 clusters Score -5136735 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5137695.000000 Penalty: 3181.929688
	Iteration 3F: 3 clusters Score -5137695 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5139069.500000 Penalty: 3181.929688
	Iteration 4F: 3 clusters Score -5139070 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5140983.500000 Penalty: 3181.929688
	Iteration 5F: 3 clusters Score -5140984 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5143461.500000 Penalty: 3181.929688
	Iteration 6F: 3 clusters Score -5143462 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5146235.000000 Penalty: 3181.929688
	Iteration 7F: 3 clusters Score -5146235 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5148797.000000 Penalty: 3181.929688
	Iteration 8F: 3 clusters Score -5148797 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5150491.000000 Penalty: 3181.929688
	Iteration 9Q: 3 clusters Score -5150491 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5151332.500000 Penalty: 3181.929688
	Iteration 10Q: 3 clusters Score -5151332 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5151710.500000 Penalty: 3181.929688
	Iteration 11Q: 3 clusters Score -5151710 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5151900.500000 Penalty: 3181.929688
	Iteration 12Q: 3 clusters Score -5151900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5152002.000000 Penalty: 3181.929688
	Iteration 13Q: 3 clusters Score -5152002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5152035.500000 Penalty: 3181.929688
	Iteration 14Q: 3 clusters Score -5152036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5152045.500000 Penalty: 3181.929688
	Iteration 15Q: 3 clusters Score -5152046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5152048.500000 Penalty: 3181.929688
	Iteration 16Q: 3 clusters Score -5152048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5152064.000000 Penalty: 3181.929688
	Iteration 17Q: 3 clusters Score -5152064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5152065.000000 Penalty: 3181.929688
	Iteration 18Q: 3 clusters Score -5152065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5152069.500000 Penalty: 3181.929688
	Iteration 19Q: 3 clusters Score -5152070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5152070.000000 Penalty: 3181.929688
	Iteration 20F: 3 clusters Score -5152070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -160206.359375 Penalty: 1089.195923
	Iteration 0F: 2 clusters Score -160206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -158643.656250 Penalty: 2178.391846
	Iteration 0F: 3 clusters Score -158643.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159021.906250 Penalty: 2178.391846
	Iteration 1F: 3 clusters Score -159021.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159119.984375 Penalty: 2178.391846
	Iteration 2F: 3 clusters Score -159120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159177.125000 Penalty: 2178.391846
	Iteration 3Q: 3 clusters Score -159177.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159223.531250 Penalty: 2178.391846
	Iteration 4Q: 3 clusters Score -159223.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159250.234375 Penalty: 2178.391846
	Iteration 5Q: 3 clusters Score -159250.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159263.390625 Penalty: 2178.391846
	Iteration 6Q: 3 clusters Score -159263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159272.156250 Penalty: 2178.391846
	Iteration 7Q: 3 clusters Score -159272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159280.765625 Penalty: 2178.391846
	Iteration 8Q: 3 clusters Score -159280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159300.937500 Penalty: 2178.391846
	Iteration 9Q: 3 clusters Score -159300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159316.828125 Penalty: 2178.391846
	Iteration 10Q: 3 clusters Score -159316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159330.453125 Penalty: 2178.391846
	Iteration 11Q: 3 clusters Score -159330.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159342.531250 Penalty: 2178.391846
	Iteration 12Q: 3 clusters Score -159342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159352.906250 Penalty: 2178.391846
	Iteration 13Q: 3 clusters Score -159352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159358.937500 Penalty: 2178.391846
	Iteration 14Q: 3 clusters Score -159358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159365.078125 Penalty: 2178.391846
	Iteration 15Q: 3 clusters Score -159365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159374.250000 Penalty: 2178.391846
	Iteration 16Q: 3 clusters Score -159374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159378.468750 Penalty: 2178.391846
	Iteration 17Q: 3 clusters Score -159378.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159383.359375 Penalty: 2178.391846
	Iteration 18Q: 3 clusters Score -159383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159390.250000 Penalty: 2178.391846
	Iteration 19Q: 3 clusters Score -159390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159396.859375 Penalty: 2178.391846
	Iteration 20F: 3 clusters Score -159396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159400.156250 Penalty: 2178.391846
	Iteration 21Q: 3 clusters Score -159400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159405.859375 Penalty: 2178.391846
	Iteration 22Q: 3 clusters Score -159405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159412.953125 Penalty: 2178.391846
	Iteration 23Q: 3 clusters Score -159413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159417.390625 Penalty: 2178.391846
	Iteration 24Q: 3 clusters Score -159417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159418.171875 Penalty: 2178.391846
	Iteration 25Q: 3 clusters Score -159418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159419.031250 Penalty: 2178.391846
	Iteration 26Q: 3 clusters Score -159419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159419.875000 Penalty: 2178.391846
	Iteration 27Q: 3 clusters Score -159419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -159420.343750 Penalty: 2178.391846
	Iteration 28Q: 3 clusters Score -159420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -159420.796875 Penalty: 2178.391846
	Iteration 29Q: 3 clusters Score -159420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159423.500000 Penalty: 2178.391846
	Iteration 30Q: 3 clusters Score -159423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159426.921875 Penalty: 2178.391846
	Iteration 31Q: 3 clusters Score -159426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159429.218750 Penalty: 2178.391846
	Iteration 32Q: 3 clusters Score -159429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159431.375000 Penalty: 2178.391846
	Iteration 33Q: 3 clusters Score -159431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159431.375000 Penalty: 2178.391846
	Iteration 34F: 3 clusters Score -159431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Entering Unmasked Estep 
Score: -3237925.250000 Penalty: 1520.510010
	Iteration 0F: 2 clusters Score -3237925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3220128.000000 Penalty: 3041.020020
	Iteration 0F: 3 clusters Score -3220128 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3227047.500000 Penalty: 3041.020020
	Iteration 1F: 3 clusters Score -3227048 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3227708.750000 Penalty: 3041.020020
	Iteration 2F: 3 clusters Score -3227709 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3228380.000000 Penalty: 3041.020020
	Iteration 3F: 3 clusters Score -3228380 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3229136.250000 Penalty: 3041.020020
	Iteration 4F: 3 clusters Score -3229136 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3229949.250000 Penalty: 3041.020020
	Iteration 5F: 3 clusters Score -3229949 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3230807.000000 Penalty: 3041.020020
	Iteration 6F: 3 clusters Score -3230807 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3231504.750000 Penalty: 3041.020020
	Iteration 7F: 3 clusters Score -3231505 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3232145.750000 Penalty: 3041.020020
	Iteration 8Q: 3 clusters Score -3232146 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3232679.000000 Penalty: 3041.020020
	Iteration 9Q: 3 clusters Score -3232679 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3233145.500000 Penalty: 3041.020020
	Iteration 10Q: 3 clusters Score -3233146 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3233550.250000 Penalty: 3041.020020
	Iteration 11Q: 3 clusters Score -3233550 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3233956.000000 Penalty: 3041.020020
	Iteration 12Q: 3 clusters Score -3233956 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3234333.500000 Penalty: 3041.020020
	Iteration 13Q: 3 clusters Score -3234334 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3234724.500000 Penalty: 3041.020020
	Iteration 14Q: 3 clusters Score -3234724 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3235123.500000 Penalty: 3041.020020
	Iteration 15Q: 3 clusters Score -3235124 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3235469.500000 Penalty: 3041.020020
	Iteration 16Q: 3 clusters Score -3235470 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3235757.250000 Penalty: 3041.020020
	Iteration 17Q: 3 clusters Score -3235757 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3236006.750000 Penalty: 3041.020020
	Iteration 18Q: 3 clusters Score -3236007 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3236185.500000 Penalty: 3041.020020
	Iteration 19Q: 3 clusters Score -3236186 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3236335.000000 Penalty: 3041.020020
	Iteration 20F: 3 clusters Score -3236335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3236424.000000 Penalty: 3041.020020
	Iteration 21Q: 3 clusters Score -3236424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3236493.000000 Penalty: 3041.020020
	Iteration 22Q: 3 clusters Score -3236493 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3236547.500000 Penalty: 3041.020020
	Iteration 23Q: 3 clusters Score -3236548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3236598.750000 Penalty: 3041.020020
	Iteration 24Q: 3 clusters Score -3236599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3236636.000000 Penalty: 3041.020020
	Iteration 25Q: 3 clusters Score -3236636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3236657.500000 Penalty: 3041.020020
	Iteration 26Q: 3 clusters Score -3236658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3236671.750000 Penalty: 3041.020020
	Iteration 27Q: 3 clusters Score -3236672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3236695.500000 Penalty: 3041.020020
	Iteration 28Q: 3 clusters Score -3236696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3236719.500000 Penalty: 3041.020020
	Iteration 29Q: 3 clusters Score -3236720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3236732.000000 Penalty: 3041.020020
	Iteration 30Q: 3 clusters Score -3236732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3236747.250000 Penalty: 3041.020020
	Iteration 31Q: 3 clusters Score -3236747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3236765.000000 Penalty: 3041.020020
	Iteration 32Q: 3 clusters Score -3236765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3236790.000000 Penalty: 3041.020020
	Iteration 33Q: 3 clusters Score -3236790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3236796.750000 Penalty: 3041.020020
	Iteration 34Q: 3 clusters Score -3236797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3236808.500000 Penalty: 3041.020020
	Iteration 35Q: 3 clusters Score -3236808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3236810.750000 Penalty: 3041.020020
	Iteration 36Q: 3 clusters Score -3236811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3236811.000000 Penalty: 3041.020020
	Iteration 37Q: 3 clusters Score -3236811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3236815.500000 Penalty: 3041.020020
	Iteration 38Q: 3 clusters Score -3236816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3236818.250000 Penalty: 3041.020020
	Iteration 39Q: 3 clusters Score -3236818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3236821.750000 Penalty: 3041.020020
	Iteration 40F: 3 clusters Score -3236822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3236829.500000 Penalty: 3041.020020
	Iteration 41Q: 3 clusters Score -3236830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3236829.750000 Penalty: 3041.020020
	Iteration 42Q: 3 clusters Score -3236830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3236831.250000 Penalty: 3041.020020
	Iteration 43Q: 3 clusters Score -3236831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3236829.750000 Penalty: 3041.020020
	Iteration 44Q: 3 clusters Score -3236830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3236830.000000 Penalty: 3041.020020
	Iteration 45Q: 3 clusters Score -3236830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3236828.500000 Penalty: 3041.020020
	Iteration 46Q: 3 clusters Score -3236828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3236829.250000 Penalty: 3041.020020
	Iteration 47Q: 3 clusters Score -3236829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3236832.000000 Penalty: 3041.020020
	Iteration 48Q: 3 clusters Score -3236832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3236830.250000 Penalty: 3041.020020
	Iteration 49Q: 3 clusters Score -3236830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3236835.250000 Penalty: 3041.020020
	Iteration 50Q: 3 clusters Score -3236835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3236835.750000 Penalty: 3041.020020
	Iteration 51Q: 3 clusters Score -3236836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3236837.250000 Penalty: 3041.020020
	Iteration 52Q: 3 clusters Score -3236837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3236837.250000 Penalty: 3041.020020
	Iteration 53Q: 3 clusters Score -3236837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3236836.000000 Penalty: 3041.020020
	Iteration 54Q: 3 clusters Score -3236836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3236837.000000 Penalty: 3041.020020
	Iteration 55Q: 3 clusters Score -3236837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3236837.000000 Penalty: 3041.020020
	Iteration 56F: 3 clusters Score -3236837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -642230.187500 Penalty: 1287.662476
	Iteration 0F: 2 clusters Score -642230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -638124.937500 Penalty: 2575.324951
	Iteration 0F: 3 clusters Score -638124.9 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -639358.437500 Penalty: 2575.324951
	Iteration 1F: 3 clusters Score -639358.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -639595.250000 Penalty: 2575.324951
	Iteration 2F: 3 clusters Score -639595.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -639732.062500 Penalty: 2575.324951
	Iteration 3Q: 3 clusters Score -639732.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -639821.187500 Penalty: 2575.324951
	Iteration 4Q: 3 clusters Score -639821.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -639892.687500 Penalty: 2575.324951
	Iteration 5Q: 3 clusters Score -639892.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -639947.812500 Penalty: 2575.324951
	Iteration 6Q: 3 clusters Score -639947.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -639991.625000 Penalty: 2575.324951
	Iteration 7Q: 3 clusters Score -639991.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -640025.625000 Penalty: 2575.324951
	Iteration 8Q: 3 clusters Score -640025.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -640054.562500 Penalty: 2575.324951
	Iteration 9Q: 3 clusters Score -640054.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -640082.250000 Penalty: 2575.324951
	Iteration 10Q: 3 clusters Score -640082.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -640106.250000 Penalty: 2575.324951
	Iteration 11Q: 3 clusters Score -640106.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -640125.625000 Penalty: 2575.324951
	Iteration 12Q: 3 clusters Score -640125.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -640141.812500 Penalty: 2575.324951
	Iteration 13Q: 3 clusters Score -640141.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -640153.375000 Penalty: 2575.324951
	Iteration 14Q: 3 clusters Score -640153.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -640163.062500 Penalty: 2575.324951
	Iteration 15Q: 3 clusters Score -640163.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -640171.187500 Penalty: 2575.324951
	Iteration 16Q: 3 clusters Score -640171.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -640180.687500 Penalty: 2575.324951
	Iteration 17Q: 3 clusters Score -640180.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -640189.250000 Penalty: 2575.324951
	Iteration 18Q: 3 clusters Score -640189.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -640198.187500 Penalty: 2575.324951
	Iteration 19Q: 3 clusters Score -640198.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -640206.687500 Penalty: 2575.324951
	Iteration 20F: 3 clusters Score -640206.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -640215.375000 Penalty: 2575.324951
	Iteration 21Q: 3 clusters Score -640215.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -640222.750000 Penalty: 2575.324951
	Iteration 22Q: 3 clusters Score -640222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -640227.062500 Penalty: 2575.324951
	Iteration 23Q: 3 clusters Score -640227.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -640230.625000 Penalty: 2575.324951
	Iteration 24Q: 3 clusters Score -640230.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -640233.875000 Penalty: 2575.324951
	Iteration 25Q: 3 clusters Score -640233.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -640240.875000 Penalty: 2575.324951
	Iteration 26Q: 3 clusters Score -640240.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -640249.875000 Penalty: 2575.324951
	Iteration 27Q: 3 clusters Score -640249.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -640253.875000 Penalty: 2575.324951
	Iteration 28Q: 3 clusters Score -640253.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -640262.937500 Penalty: 2575.324951
	Iteration 29Q: 3 clusters Score -640262.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -640269.312500 Penalty: 2575.324951
	Iteration 30Q: 3 clusters Score -640269.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -640275.812500 Penalty: 2575.324951
	Iteration 31Q: 3 clusters Score -640275.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -640282.937500 Penalty: 2575.324951
	Iteration 32Q: 3 clusters Score -640282.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -640293.125000 Penalty: 2575.324951
	Iteration 33Q: 3 clusters Score -640293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -640304.812500 Penalty: 2575.324951
	Iteration 34Q: 3 clusters Score -640304.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -640314.375000 Penalty: 2575.324951
	Iteration 35Q: 3 clusters Score -640314.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -640326.625000 Penalty: 2575.324951
	Iteration 36Q: 3 clusters Score -640326.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -640338.312500 Penalty: 2575.324951
	Iteration 37Q: 3 clusters Score -640338.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -640354.437500 Penalty: 2575.324951
	Iteration 38Q: 3 clusters Score -640354.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -640375.812500 Penalty: 2575.324951
	Iteration 39Q: 3 clusters Score -640375.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -640399.000000 Penalty: 2575.324951
	Iteration 40F: 3 clusters Score -640399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -640422.625000 Penalty: 2575.324951
	Iteration 41Q: 3 clusters Score -640422.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -640446.625000 Penalty: 2575.324951
	Iteration 42Q: 3 clusters Score -640446.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -640468.187500 Penalty: 2575.324951
	Iteration 43Q: 3 clusters Score -640468.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -640489.062500 Penalty: 2575.324951
	Iteration 44Q: 3 clusters Score -640489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -640513.812500 Penalty: 2575.324951
	Iteration 45Q: 3 clusters Score -640513.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -640546.750000 Penalty: 2575.324951
	Iteration 46Q: 3 clusters Score -640546.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -640583.375000 Penalty: 2575.324951
	Iteration 47Q: 3 clusters Score -640583.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -640628.312500 Penalty: 2575.324951
	Iteration 48Q: 3 clusters Score -640628.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -640688.500000 Penalty: 2575.324951
	Iteration 49Q: 3 clusters Score -640688.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -640739.437500 Penalty: 2575.324951
	Iteration 50Q: 3 clusters Score -640739.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -640785.937500 Penalty: 2575.324951
	Iteration 51Q: 3 clusters Score -640785.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -640840.625000 Penalty: 2575.324951
	Iteration 52Q: 3 clusters Score -640840.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -640886.562500 Penalty: 2575.324951
	Iteration 53Q: 3 clusters Score -640886.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -640933.125000 Penalty: 2575.324951
	Iteration 54Q: 3 clusters Score -640933.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -640976.812500 Penalty: 2575.324951
	Iteration 55Q: 3 clusters Score -640976.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -641010.062500 Penalty: 2575.324951
	Iteration 56Q: 3 clusters Score -641010.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -641061.187500 Penalty: 2575.324951
	Iteration 57Q: 3 clusters Score -641061.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -641103.062500 Penalty: 2575.324951
	Iteration 58Q: 3 clusters Score -641103.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -641142.437500 Penalty: 2575.324951
	Iteration 59Q: 3 clusters Score -641142.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -641173.500000 Penalty: 2575.324951
	Iteration 60F: 3 clusters Score -641173.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -641193.062500 Penalty: 2575.324951
	Iteration 61Q: 3 clusters Score -641193.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -641209.625000 Penalty: 2575.324951
	Iteration 62Q: 3 clusters Score -641209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -641227.937500 Penalty: 2575.324951
	Iteration 63Q: 3 clusters Score -641227.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -641249.937500 Penalty: 2575.324951
	Iteration 64Q: 3 clusters Score -641249.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -641271.437500 Penalty: 2575.324951
	Iteration 65Q: 3 clusters Score -641271.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -641293.812500 Penalty: 2575.324951
	Iteration 66Q: 3 clusters Score -641293.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -641310.125000 Penalty: 2575.324951
	Iteration 67Q: 3 clusters Score -641310.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -641328.875000 Penalty: 2575.324951
	Iteration 68Q: 3 clusters Score -641328.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -641344.312500 Penalty: 2575.324951
	Iteration 69Q: 3 clusters Score -641344.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -641355.625000 Penalty: 2575.324951
	Iteration 70Q: 3 clusters Score -641355.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -641365.187500 Penalty: 2575.324951
	Iteration 71Q: 3 clusters Score -641365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -641377.187500 Penalty: 2575.324951
	Iteration 72Q: 3 clusters Score -641377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -641391.562500 Penalty: 2575.324951
	Iteration 73Q: 3 clusters Score -641391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -641404.312500 Penalty: 2575.324951
	Iteration 74Q: 3 clusters Score -641404.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -641411.125000 Penalty: 2575.324951
	Iteration 75Q: 3 clusters Score -641411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -641415.125000 Penalty: 2575.324951
	Iteration 76Q: 3 clusters Score -641415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -641418.250000 Penalty: 2575.324951
	Iteration 77Q: 3 clusters Score -641418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -641420.062500 Penalty: 2575.324951
	Iteration 78Q: 3 clusters Score -641420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -641419.312500 Penalty: 2575.324951
	Iteration 79Q: 3 clusters Score -641419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -641421.687500 Penalty: 2575.324951
	Iteration 80F: 3 clusters Score -641421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -641426.312500 Penalty: 2575.324951
	Iteration 81Q: 3 clusters Score -641426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -641426.250000 Penalty: 2575.324951
	Iteration 82Q: 3 clusters Score -641426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -641427.375000 Penalty: 2575.324951
	Iteration 83Q: 3 clusters Score -641427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -641427.375000 Penalty: 2575.324951
	Iteration 84F: 3 clusters Score -641427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -1837371.875000 Penalty: 1436.515259
	Iteration 0F: 2 clusters Score -1837372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1827172.000000 Penalty: 2873.030518
	Iteration 0F: 3 clusters Score -1827172 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1830475.000000 Penalty: 2873.030518
	Iteration 1F: 3 clusters Score -1830475 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1830815.000000 Penalty: 2873.030518
	Iteration 2F: 3 clusters Score -1830815 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1831106.000000 Penalty: 2873.030518
	Iteration 3Q: 3 clusters Score -1831106 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1831354.375000 Penalty: 2873.030518
	Iteration 4Q: 3 clusters Score -1831354 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1831605.500000 Penalty: 2873.030518
	Iteration 5Q: 3 clusters Score -1831606 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1831846.750000 Penalty: 2873.030518
	Iteration 6Q: 3 clusters Score -1831847 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1832135.125000 Penalty: 2873.030518
	Iteration 7Q: 3 clusters Score -1832135 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1832444.750000 Penalty: 2873.030518
	Iteration 8Q: 3 clusters Score -1832445 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1832894.250000 Penalty: 2873.030518
	Iteration 9Q: 3 clusters Score -1832894 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1833479.375000 Penalty: 2873.030518
	Iteration 10F: 3 clusters Score -1833479 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1834197.625000 Penalty: 2873.030518
	Iteration 11F: 3 clusters Score -1834198 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1834891.375000 Penalty: 2873.030518
	Iteration 12F: 3 clusters Score -1834891 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1835439.375000 Penalty: 2873.030518
	Iteration 13Q: 3 clusters Score -1835439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1835802.375000 Penalty: 2873.030518
	Iteration 14Q: 3 clusters Score -1835802 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1835987.125000 Penalty: 2873.030518
	Iteration 15Q: 3 clusters Score -1835987 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1836102.375000 Penalty: 2873.030518
	Iteration 16Q: 3 clusters Score -1836102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1836160.500000 Penalty: 2873.030518
	Iteration 17Q: 3 clusters Score -1836160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1836196.125000 Penalty: 2873.030518
	Iteration 18Q: 3 clusters Score -1836196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1836217.500000 Penalty: 2873.030518
	Iteration 19Q: 3 clusters Score -1836218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1836234.375000 Penalty: 2873.030518
	Iteration 20F: 3 clusters Score -1836234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1836252.625000 Penalty: 2873.030518
	Iteration 21Q: 3 clusters Score -1836253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1836271.125000 Penalty: 2873.030518
	Iteration 22Q: 3 clusters Score -1836271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1836282.750000 Penalty: 2873.030518
	Iteration 23Q: 3 clusters Score -1836283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1836290.875000 Penalty: 2873.030518
	Iteration 24Q: 3 clusters Score -1836291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1836295.750000 Penalty: 2873.030518
	Iteration 25Q: 3 clusters Score -1836296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1836299.000000 Penalty: 2873.030518
	Iteration 26Q: 3 clusters Score -1836299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1836299.000000 Penalty: 2873.030518
	Iteration 27F: 3 clusters Score -1836299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21542.960938 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21542.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21629.851562 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21629.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21644.035156 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21644.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21657.779297 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21657.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21666.896484 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21674.435547 Penalty: 1659.402466
	Iteration 5Q: 3 clusters Score -21674.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21674.435547 Penalty: 1659.402466
	Iteration 6F: 3 clusters Score -21674.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Entering Unmasked Estep 
Score: -5417415.000000 Penalty: 1599.274048
	Iteration 0F: 2 clusters Score -5417415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5387063.000000 Penalty: 3198.548096
	Iteration 0F: 3 clusters Score -5387063 nChanged 21394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5398926.500000 Penalty: 3198.548096
	Iteration 1F: 3 clusters Score -5398926 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5399547.500000 Penalty: 3198.548096
	Iteration 2Q: 3 clusters Score -5399548 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -5400166.500000 Penalty: 3198.548096
	Iteration 3Q: 3 clusters Score -5400166 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -5400856.500000 Penalty: 3198.548096
	Iteration 4Q: 3 clusters Score -5400856 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5401717.500000 Penalty: 3198.548096
	Iteration 5Q: 3 clusters Score -5401718 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5402888.500000 Penalty: 3198.548096
	Iteration 6Q: 3 clusters Score -5402888 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5404229.000000 Penalty: 3198.548096
	Iteration 7Q: 3 clusters Score -5404229 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -5406088.500000 Penalty: 3198.548096
	Iteration 8F: 3 clusters Score -5406088 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5408104.000000 Penalty: 3198.548096
	Iteration 9F: 3 clusters Score -5408104 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -5409972.000000 Penalty: 3198.548096
	Iteration 10F: 3 clusters Score -5409972 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -5411482.000000 Penalty: 3198.548096
	Iteration 11Q: 3 clusters Score -5411482 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -5412700.000000 Penalty: 3198.548096
	Iteration 12Q: 3 clusters Score -5412700 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -5413600.500000 Penalty: 3198.548096
	Iteration 13Q: 3 clusters Score -5413600 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5414289.500000 Penalty: 3198.548096
	Iteration 14Q: 3 clusters Score -5414290 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5414812.000000 Penalty: 3198.548096
	Iteration 15Q: 3 clusters Score -5414812 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5415178.000000 Penalty: 3198.548096
	Iteration 16Q: 3 clusters Score -5415178 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5415483.500000 Penalty: 3198.548096
	Iteration 17Q: 3 clusters Score -5415484 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5415728.500000 Penalty: 3198.548096
	Iteration 18Q: 3 clusters Score -5415728 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5415893.000000 Penalty: 3198.548096
	Iteration 19Q: 3 clusters Score -5415893 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5416011.000000 Penalty: 3198.548096
	Iteration 20F: 3 clusters Score -5416011 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5416106.000000 Penalty: 3198.548096
	Iteration 21Q: 3 clusters Score -5416106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5416170.500000 Penalty: 3198.548096
	Iteration 22Q: 3 clusters Score -5416170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5416224.000000 Penalty: 3198.548096
	Iteration 23Q: 3 clusters Score -5416224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5416249.000000 Penalty: 3198.548096
	Iteration 24Q: 3 clusters Score -5416249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5416275.500000 Penalty: 3198.548096
	Iteration 25Q: 3 clusters Score -5416276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5416289.500000 Penalty: 3198.548096
	Iteration 26Q: 3 clusters Score -5416290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5416312.500000 Penalty: 3198.548096
	Iteration 27Q: 3 clusters Score -5416312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5416323.000000 Penalty: 3198.548096
	Iteration 28Q: 3 clusters Score -5416323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5416340.500000 Penalty: 3198.548096
	Iteration 29Q: 3 clusters Score -5416340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5416354.500000 Penalty: 3198.548096
	Iteration 30Q: 3 clusters Score -5416354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5416375.500000 Penalty: 3198.548096
	Iteration 31Q: 3 clusters Score -5416376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5416377.000000 Penalty: 3198.548096
	Iteration 32Q: 3 clusters Score -5416377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5416384.000000 Penalty: 3198.548096
	Iteration 33Q: 3 clusters Score -5416384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5416399.500000 Penalty: 3198.548096
	Iteration 34Q: 3 clusters Score -5416400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5416405.000000 Penalty: 3198.548096
	Iteration 35Q: 3 clusters Score -5416405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5416412.000000 Penalty: 3198.548096
	Iteration 36Q: 3 clusters Score -5416412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5416418.500000 Penalty: 3198.548096
	Iteration 37Q: 3 clusters Score -5416418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5416429.000000 Penalty: 3198.548096
	Iteration 38Q: 3 clusters Score -5416429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5416430.000000 Penalty: 3198.548096
	Iteration 39Q: 3 clusters Score -5416430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5416452.500000 Penalty: 3198.548096
	Iteration 40F: 3 clusters Score -5416452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5416455.000000 Penalty: 3198.548096
	Iteration 41Q: 3 clusters Score -5416455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5416460.000000 Penalty: 3198.548096
	Iteration 42Q: 3 clusters Score -5416460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5416464.000000 Penalty: 3198.548096
	Iteration 43Q: 3 clusters Score -5416464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5416467.500000 Penalty: 3198.548096
	Iteration 44Q: 3 clusters Score -5416468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5416465.000000 Penalty: 3198.548096
	Iteration 45Q: 3 clusters Score -5416465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5416468.500000 Penalty: 3198.548096
	Iteration 46Q: 3 clusters Score -5416468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5416470.500000 Penalty: 3198.548096
	Iteration 47Q: 3 clusters Score -5416470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5416476.000000 Penalty: 3198.548096
	Iteration 48Q: 3 clusters Score -5416476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5416471.000000 Penalty: 3198.548096
	Iteration 49Q: 3 clusters Score -5416471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5416471.000000 Penalty: 3198.548096
	Iteration 50Q: 3 clusters Score -5416471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5416471.000000 Penalty: 3198.548096
	Iteration 51F: 3 clusters Score -5416471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1041348.562500 Penalty: 1350.833130
	Iteration 0F: 2 clusters Score -1041349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1035324.500000 Penalty: 2701.666260
	Iteration 0F: 3 clusters Score -1035324 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1037252.625000 Penalty: 2701.666260
	Iteration 1F: 3 clusters Score -1037253 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1037637.437500 Penalty: 2701.666260
	Iteration 2F: 3 clusters Score -1037637 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1037994.062500 Penalty: 2701.666260
	Iteration 3F: 3 clusters Score -1037994 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1038289.375000 Penalty: 2701.666260
	Iteration 4F: 3 clusters Score -1038289 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1038564.750000 Penalty: 2701.666260
	Iteration 5F: 3 clusters Score -1038565 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1038810.625000 Penalty: 2701.666260
	Iteration 6Q: 3 clusters Score -1038811 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1039024.375000 Penalty: 2701.666260
	Iteration 7Q: 3 clusters Score -1039024 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1039194.125000 Penalty: 2701.666260
	Iteration 8Q: 3 clusters Score -1039194 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1039356.125000 Penalty: 2701.666260
	Iteration 9Q: 3 clusters Score -1039356 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1039495.312500 Penalty: 2701.666260
	Iteration 10Q: 3 clusters Score -1039495 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1039650.062500 Penalty: 2701.666260
	Iteration 11Q: 3 clusters Score -1039650 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1039799.812500 Penalty: 2701.666260
	Iteration 12Q: 3 clusters Score -1039800 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1039943.687500 Penalty: 2701.666260
	Iteration 13Q: 3 clusters Score -1039944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1040071.500000 Penalty: 2701.666260
	Iteration 14Q: 3 clusters Score -1040072 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1040166.937500 Penalty: 2701.666260
	Iteration 15Q: 3 clusters Score -1040167 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1040245.875000 Penalty: 2701.666260
	Iteration 16Q: 3 clusters Score -1040246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1040315.562500 Penalty: 2701.666260
	Iteration 17Q: 3 clusters Score -1040316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1040350.937500 Penalty: 2701.666260
	Iteration 18Q: 3 clusters Score -1040351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1040376.062500 Penalty: 2701.666260
	Iteration 19Q: 3 clusters Score -1040376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1040394.250000 Penalty: 2701.666260
	Iteration 20F: 3 clusters Score -1040394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1040411.562500 Penalty: 2701.666260
	Iteration 21Q: 3 clusters Score -1040412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1040423.437500 Penalty: 2701.666260
	Iteration 22Q: 3 clusters Score -1040423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1040430.000000 Penalty: 2701.666260
	Iteration 23Q: 3 clusters Score -1040430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1040434.437500 Penalty: 2701.666260
	Iteration 24Q: 3 clusters Score -1040434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1040439.125000 Penalty: 2701.666260
	Iteration 25Q: 3 clusters Score -1040439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1040445.625000 Penalty: 2701.666260
	Iteration 26Q: 3 clusters Score -1040446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1040456.187500 Penalty: 2701.666260
	Iteration 27Q: 3 clusters Score -1040456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1040458.875000 Penalty: 2701.666260
	Iteration 28Q: 3 clusters Score -1040459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1040465.375000 Penalty: 2701.666260
	Iteration 29Q: 3 clusters Score -1040465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1040467.625000 Penalty: 2701.666260
	Iteration 30Q: 3 clusters Score -1040468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1040469.812500 Penalty: 2701.666260
	Iteration 31Q: 3 clusters Score -1040470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1040470.437500 Penalty: 2701.666260
	Iteration 32Q: 3 clusters Score -1040470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1040470.687500 Penalty: 2701.666260
	Iteration 33Q: 3 clusters Score -1040471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1040473.625000 Penalty: 2701.666260
	Iteration 34Q: 3 clusters Score -1040474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1040476.125000 Penalty: 2701.666260
	Iteration 35Q: 3 clusters Score -1040476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1040476.437500 Penalty: 2701.666260
	Iteration 36Q: 3 clusters Score -1040476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1040476.875000 Penalty: 2701.666260
	Iteration 37Q: 3 clusters Score -1040477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1040477.187500 Penalty: 2701.666260
	Iteration 38Q: 3 clusters Score -1040477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1040475.437500 Penalty: 2701.666260
	Iteration 39Q: 3 clusters Score -1040475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1040475.875000 Penalty: 2701.666260
	Iteration 40F: 3 clusters Score -1040476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27121.968750 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27121.97 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27421.285156 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27421.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27533.058594 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27533.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27644.830078 Penalty: 1741.615479
	Iteration 3F: 3 clusters Score -27644.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27735.808594 Penalty: 1741.615479
	Iteration 4Q: 3 clusters Score -27735.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27813.277344 Penalty: 1741.615479
	Iteration 5Q: 3 clusters Score -27813.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27846.687500 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -27846.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27891.750000 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -27891.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28029.386719 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -28029.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28110.589844 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -28110.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28282.564453 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28282.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28365.173828 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28365.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28407.419922 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28407.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28460.791016 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -28460.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28463.927734 Penalty: 1741.615479
	Iteration 14F: 3 clusters Score -28463.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28500.417969 Penalty: 1741.615479
	Iteration 15Q: 3 clusters Score -28500.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28540.240234 Penalty: 1741.615479
	Iteration 16Q: 3 clusters Score -28540.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28556.378906 Penalty: 1741.615479
	Iteration 17Q: 3 clusters Score -28556.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28569.423828 Penalty: 1741.615479
	Iteration 18Q: 3 clusters Score -28569.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28597.681641 Penalty: 1741.615479
	Iteration 19Q: 3 clusters Score -28597.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28639.972656 Penalty: 1741.615479
	Iteration 20F: 3 clusters Score -28639.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28716.068359 Penalty: 1741.615479
	Iteration 21Q: 3 clusters Score -28716.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28949.998047 Penalty: 1741.615479
	Iteration 22Q: 3 clusters Score -28950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28957.794922 Penalty: 1741.615479
	Iteration 23Q: 3 clusters Score -28957.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28963.142578 Penalty: 1741.615479
	Iteration 24Q: 3 clusters Score -28963.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28963.142578 Penalty: 1741.615479
	Iteration 25F: 3 clusters Score -28963.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 146 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 202 members 
Entering Unmasked Estep 
Score: -111089824.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089824.000000 to -111089824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -288031.718750 Penalty: 1161.938965
	Iteration 0F: 2 clusters Score -288031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285868.625000 Penalty: 2323.877930
	Iteration 0F: 3 clusters Score -285868.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286382.625000 Penalty: 2323.877930
	Iteration 1F: 3 clusters Score -286382.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -286520.312500 Penalty: 2323.877930
	Iteration 2F: 3 clusters Score -286520.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286583.406250 Penalty: 2323.877930
	Iteration 3Q: 3 clusters Score -286583.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286636.843750 Penalty: 2323.877930
	Iteration 4Q: 3 clusters Score -286636.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -286674.437500 Penalty: 2323.877930
	Iteration 5Q: 3 clusters Score -286674.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286701.531250 Penalty: 2323.877930
	Iteration 6Q: 3 clusters Score -286701.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286722.875000 Penalty: 2323.877930
	Iteration 7Q: 3 clusters Score -286722.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286740.281250 Penalty: 2323.877930
	Iteration 8Q: 3 clusters Score -286740.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286763.000000 Penalty: 2323.877930
	Iteration 9Q: 3 clusters Score -286763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -286787.562500 Penalty: 2323.877930
	Iteration 10Q: 3 clusters Score -286787.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286804.875000 Penalty: 2323.877930
	Iteration 11Q: 3 clusters Score -286804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286809.375000 Penalty: 2323.877930
	Iteration 12Q: 3 clusters Score -286809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286813.531250 Penalty: 2323.877930
	Iteration 13Q: 3 clusters Score -286813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -286815.156250 Penalty: 2323.877930
	Iteration 14Q: 3 clusters Score -286815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -286817.000000 Penalty: 2323.877930
	Iteration 15Q: 3 clusters Score -286817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286817.656250 Penalty: 2323.877930
	Iteration 16Q: 3 clusters Score -286817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286818.968750 Penalty: 2323.877930
	Iteration 17Q: 3 clusters Score -286819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286819.031250 Penalty: 2323.877930
	Iteration 18Q: 3 clusters Score -286819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286819.031250 Penalty: 2323.877930
	Iteration 19F: 3 clusters Score -286819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65694 members 
Mstep: Class 11 contains 75330 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114318 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11190 members 
Mstep: Class 45 contains 4300 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5731 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089864.000000 Penalty: 115153.429688
Iteration 439Q: 57 clusters Score -1.110899e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69314 members 
Mstep: Class 7 contains 23961 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75329 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10619 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27541 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52145 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11191 members 
Mstep: Class 45 contains 4301 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5732 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089904.000000 Penalty: 115153.429688
Iteration 440F: 57 clusters Score -1.110899e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 69312 members 
Mstep: Class 7 contains 23961 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75328 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11057 members 
Mstep: Class 16 contains 10619 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27545 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16625 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52145 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8017 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 11191 members 
Mstep: Class 45 contains 4303 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5733 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089936.000000 Penalty: 115153.429688
Iteration 441Q: 57 clusters Score -1.110899e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20327 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69310 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65695 members 
Mstep: Class 11 contains 75326 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11057 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27547 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16623 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52144 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3221 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 11192 members 
Mstep: Class 45 contains 4303 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44001 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46528 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089912.000000 Penalty: 115153.429688
Iteration 442Q: 57 clusters Score -1.110899e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 20326 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69309 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65693 members 
Mstep: Class 11 contains 75324 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 10617 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16622 members 
Mstep: Class 27 contains 13569 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 11194 members 
Mstep: Class 45 contains 4303 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089960.000000 Penalty: 115153.429688
Iteration 443Q: 57 clusters Score -1.1109e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20325 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69309 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65691 members 
Mstep: Class 11 contains 75324 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11057 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27551 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52147 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 11195 members 
Mstep: Class 45 contains 4304 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089960.000000 Penalty: 115153.429688
Iteration 444Q: 57 clusters Score -1.1109e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20325 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69308 members 
Mstep: Class 7 contains 23968 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65688 members 
Mstep: Class 11 contains 75324 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11057 members 
Mstep: Class 16 contains 10619 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27556 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52147 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 11196 members 
Mstep: Class 45 contains 4303 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089872.000000 Penalty: 115153.429688
Iteration 445Q: 57 clusters Score -1.110899e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69308 members 
Mstep: Class 7 contains 23969 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65686 members 
Mstep: Class 11 contains 75323 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27556 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13568 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52148 members 
Mstep: Class 31 contains 8615 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4552 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11196 members 
Mstep: Class 45 contains 4304 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089928.000000 Penalty: 115153.429688
Iteration 446Q: 57 clusters Score -1.110899e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69308 members 
Mstep: Class 7 contains 23968 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65684 members 
Mstep: Class 11 contains 75322 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27558 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52149 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4554 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4304 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089976.000000 Penalty: 115153.429688
Iteration 447Q: 57 clusters Score -1.1109e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69306 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75322 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27558 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16621 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52149 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4556 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11198 members 
Mstep: Class 45 contains 4304 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089960.000000 Penalty: 115153.429688
Iteration 448Q: 57 clusters Score -1.1109e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 69306 members 
Mstep: Class 7 contains 23965 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75321 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32368 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27556 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16622 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52150 members 
Mstep: Class 31 contains 8612 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114321 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11198 members 
Mstep: Class 45 contains 4304 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5733 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089984.000000 Penalty: 115153.429688
Iteration 449Q: 57 clusters Score -1.1109e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 69308 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65684 members 
Mstep: Class 11 contains 75319 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27554 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16624 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52151 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114319 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11198 members 
Mstep: Class 45 contains 4304 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5733 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089968.000000 Penalty: 115153.429688
Iteration 450Q: 57 clusters Score -1.1109e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69308 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65684 members 
Mstep: Class 11 contains 75319 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16626 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52151 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114320 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11198 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5733 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46531 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089968.000000 Penalty: 115153.429688
Iteration 451Q: 57 clusters Score -1.1109e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69306 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65684 members 
Mstep: Class 11 contains 75320 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27548 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 16626 members 
Mstep: Class 27 contains 13565 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52152 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11198 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46531 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089976.000000 Penalty: 115153.429688
Iteration 452Q: 57 clusters Score -1.1109e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75320 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27548 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16626 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11198 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089976.000000 Penalty: 115153.429688
Iteration 453Q: 57 clusters Score -1.1109e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75319 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27549 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16627 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114323 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46530 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089952.000000 Penalty: 115153.429688
Iteration 454Q: 57 clusters Score -1.1109e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75318 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16628 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46529 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089936.000000 Penalty: 115153.429688
Iteration 455Q: 57 clusters Score -1.110899e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75318 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42044 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16629 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46529 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089944.000000 Penalty: 115153.429688
Iteration 456Q: 57 clusters Score -1.110899e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75318 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42044 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16629 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46529 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089944.000000 Penalty: 115153.429688
Iteration 457F: 57 clusters Score -1.110899e+08 nChanged 0
Entering ConstructFrom: 
Score: -111089944.000000 Penalty: 115153.429688
Entering ConstructFrom: 
Trying to split cluster 1 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -47679.617188 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -47679.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46820.535156 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -46820.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46962.910156 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -46962.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47033.175781 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -47033.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47151.023438 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -47151.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47274.613281 Penalty: 1823.356323
	Iteration 4F: 3 clusters Score -47274.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47341.855469 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -47341.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47385.277344 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -47385.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47414.914062 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -47414.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47448.316406 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -47448.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47520.863281 Penalty: 1823.356323
	Iteration 9Q: 3 clusters Score -47520.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47578.605469 Penalty: 1823.356323
	Iteration 10Q: 3 clusters Score -47578.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47604.769531 Penalty: 1823.356323
	Iteration 11Q: 3 clusters Score -47604.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47629.457031 Penalty: 1823.356323
	Iteration 12Q: 3 clusters Score -47629.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47665.882812 Penalty: 1823.356323
	Iteration 13Q: 3 clusters Score -47665.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47693.957031 Penalty: 1823.356323
	Iteration 14Q: 3 clusters Score -47693.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47714.554688 Penalty: 1823.356323
	Iteration 15Q: 3 clusters Score -47714.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47781.300781 Penalty: 1823.356323
	Iteration 16Q: 3 clusters Score -47781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47807.921875 Penalty: 1823.356323
	Iteration 17Q: 3 clusters Score -47807.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47812.941406 Penalty: 1823.356323
	Iteration 18Q: 3 clusters Score -47812.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47812.941406 Penalty: 1823.356323
	Iteration 19F: 3 clusters Score -47812.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75318 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42044 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16629 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46529 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 155 members 
Entering Unmasked Estep 
Score: -111088928.000000 Penalty: 117209.742188
Splitting cluster 1 changes total score from -111089944.000000 to -111088928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -347516.000000 Penalty: 1201.183228
	Iteration 0F: 2 clusters Score -347516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -344946.687500 Penalty: 2402.366455
	Iteration 0F: 3 clusters Score -344946.7 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -345604.093750 Penalty: 2402.366455
	Iteration 1F: 3 clusters Score -345604.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -345742.125000 Penalty: 2402.366455
	Iteration 2F: 3 clusters Score -345742.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -345826.750000 Penalty: 2402.366455
	Iteration 3Q: 3 clusters Score -345826.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -345883.406250 Penalty: 2402.366455
	Iteration 4Q: 3 clusters Score -345883.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -345912.187500 Penalty: 2402.366455
	Iteration 5Q: 3 clusters Score -345912.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -345936.875000 Penalty: 2402.366455
	Iteration 6Q: 3 clusters Score -345936.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -345956.875000 Penalty: 2402.366455
	Iteration 7Q: 3 clusters Score -345956.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -345969.250000 Penalty: 2402.366455
	Iteration 8Q: 3 clusters Score -345969.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -345981.218750 Penalty: 2402.366455
	Iteration 9Q: 3 clusters Score -345981.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -345993.406250 Penalty: 2402.366455
	Iteration 10Q: 3 clusters Score -345993.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346003.906250 Penalty: 2402.366455
	Iteration 11Q: 3 clusters Score -346003.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -346015.687500 Penalty: 2402.366455
	Iteration 12Q: 3 clusters Score -346015.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -346025.343750 Penalty: 2402.366455
	Iteration 13Q: 3 clusters Score -346025.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -346032.562500 Penalty: 2402.366455
	Iteration 14Q: 3 clusters Score -346032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -346038.343750 Penalty: 2402.366455
	Iteration 15Q: 3 clusters Score -346038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -346043.218750 Penalty: 2402.366455
	Iteration 16Q: 3 clusters Score -346043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -346046.593750 Penalty: 2402.366455
	Iteration 17Q: 3 clusters Score -346046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -346048.968750 Penalty: 2402.366455
	Iteration 18Q: 3 clusters Score -346049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -346050.625000 Penalty: 2402.366455
	Iteration 19Q: 3 clusters Score -346050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346052.031250 Penalty: 2402.366455
	Iteration 20F: 3 clusters Score -346052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346054.531250 Penalty: 2402.366455
	Iteration 21Q: 3 clusters Score -346054.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -346056.781250 Penalty: 2402.366455
	Iteration 22Q: 3 clusters Score -346056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346059.156250 Penalty: 2402.366455
	Iteration 23Q: 3 clusters Score -346059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -346061.125000 Penalty: 2402.366455
	Iteration 24Q: 3 clusters Score -346061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -346061.468750 Penalty: 2402.366455
	Iteration 25Q: 3 clusters Score -346061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -346061.468750 Penalty: 2402.366455
	Iteration 26F: 3 clusters Score -346061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Entering Unmasked Estep 
Score: -2298596.750000 Penalty: 1476.015625
	Iteration 0F: 2 clusters Score -2298597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2285370.000000 Penalty: 2952.031250
	Iteration 0F: 3 clusters Score -2285370 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2290101.000000 Penalty: 2952.031250
	Iteration 1F: 3 clusters Score -2290101 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2290455.250000 Penalty: 2952.031250
	Iteration 2Q: 3 clusters Score -2290455 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2290752.250000 Penalty: 2952.031250
	Iteration 3Q: 3 clusters Score -2290752 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2291048.250000 Penalty: 2952.031250
	Iteration 4Q: 3 clusters Score -2291048 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2291338.250000 Penalty: 2952.031250
	Iteration 5Q: 3 clusters Score -2291338 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2291643.250000 Penalty: 2952.031250
	Iteration 6Q: 3 clusters Score -2291643 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2291969.500000 Penalty: 2952.031250
	Iteration 7Q: 3 clusters Score -2291970 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2292349.500000 Penalty: 2952.031250
	Iteration 8Q: 3 clusters Score -2292350 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2292763.250000 Penalty: 2952.031250
	Iteration 9Q: 3 clusters Score -2292763 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2293213.500000 Penalty: 2952.031250
	Iteration 10Q: 3 clusters Score -2293214 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2293609.500000 Penalty: 2952.031250
	Iteration 11Q: 3 clusters Score -2293610 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2293970.500000 Penalty: 2952.031250
	Iteration 12Q: 3 clusters Score -2293970 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2294266.250000 Penalty: 2952.031250
	Iteration 13Q: 3 clusters Score -2294266 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2294465.250000 Penalty: 2952.031250
	Iteration 14Q: 3 clusters Score -2294465 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2294656.000000 Penalty: 2952.031250
	Iteration 15Q: 3 clusters Score -2294656 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2294828.250000 Penalty: 2952.031250
	Iteration 16Q: 3 clusters Score -2294828 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2294988.000000 Penalty: 2952.031250
	Iteration 17Q: 3 clusters Score -2294988 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2295127.500000 Penalty: 2952.031250
	Iteration 18Q: 3 clusters Score -2295128 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2295265.750000 Penalty: 2952.031250
	Iteration 19Q: 3 clusters Score -2295266 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2295405.500000 Penalty: 2952.031250
	Iteration 20F: 3 clusters Score -2295406 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2295552.500000 Penalty: 2952.031250
	Iteration 21Q: 3 clusters Score -2295552 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2295710.250000 Penalty: 2952.031250
	Iteration 22Q: 3 clusters Score -2295710 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2295876.500000 Penalty: 2952.031250
	Iteration 23Q: 3 clusters Score -2295876 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2296056.250000 Penalty: 2952.031250
	Iteration 24Q: 3 clusters Score -2296056 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2296263.000000 Penalty: 2952.031250
	Iteration 25Q: 3 clusters Score -2296263 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2296452.250000 Penalty: 2952.031250
	Iteration 26Q: 3 clusters Score -2296452 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2296625.500000 Penalty: 2952.031250
	Iteration 27Q: 3 clusters Score -2296626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2296770.750000 Penalty: 2952.031250
	Iteration 28Q: 3 clusters Score -2296771 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2296897.750000 Penalty: 2952.031250
	Iteration 29Q: 3 clusters Score -2296898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2296983.000000 Penalty: 2952.031250
	Iteration 30Q: 3 clusters Score -2296983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2297068.500000 Penalty: 2952.031250
	Iteration 31Q: 3 clusters Score -2297068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2297132.750000 Penalty: 2952.031250
	Iteration 32Q: 3 clusters Score -2297133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2297176.000000 Penalty: 2952.031250
	Iteration 33Q: 3 clusters Score -2297176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2297210.250000 Penalty: 2952.031250
	Iteration 34Q: 3 clusters Score -2297210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2297258.500000 Penalty: 2952.031250
	Iteration 35Q: 3 clusters Score -2297258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2297287.750000 Penalty: 2952.031250
	Iteration 36Q: 3 clusters Score -2297288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2297319.750000 Penalty: 2952.031250
	Iteration 37Q: 3 clusters Score -2297320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2297341.000000 Penalty: 2952.031250
	Iteration 38Q: 3 clusters Score -2297341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2297348.250000 Penalty: 2952.031250
	Iteration 39Q: 3 clusters Score -2297348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2297356.000000 Penalty: 2952.031250
	Iteration 40F: 3 clusters Score -2297356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2297370.250000 Penalty: 2952.031250
	Iteration 41Q: 3 clusters Score -2297370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2297378.750000 Penalty: 2952.031250
	Iteration 42Q: 3 clusters Score -2297379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2297393.500000 Penalty: 2952.031250
	Iteration 43Q: 3 clusters Score -2297394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2297395.250000 Penalty: 2952.031250
	Iteration 44Q: 3 clusters Score -2297395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2297398.750000 Penalty: 2952.031250
	Iteration 45Q: 3 clusters Score -2297399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2297402.250000 Penalty: 2952.031250
	Iteration 46Q: 3 clusters Score -2297402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2297407.750000 Penalty: 2952.031250
	Iteration 47Q: 3 clusters Score -2297408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2297414.000000 Penalty: 2952.031250
	Iteration 48Q: 3 clusters Score -2297414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2297421.250000 Penalty: 2952.031250
	Iteration 49Q: 3 clusters Score -2297421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2297425.750000 Penalty: 2952.031250
	Iteration 50Q: 3 clusters Score -2297426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2297428.500000 Penalty: 2952.031250
	Iteration 51Q: 3 clusters Score -2297428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2297427.000000 Penalty: 2952.031250
	Iteration 52Q: 3 clusters Score -2297427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2297425.750000 Penalty: 2952.031250
	Iteration 53Q: 3 clusters Score -2297426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2297428.750000 Penalty: 2952.031250
	Iteration 54Q: 3 clusters Score -2297429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2297427.250000 Penalty: 2952.031250
	Iteration 55Q: 3 clusters Score -2297427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2297426.750000 Penalty: 2952.031250
	Iteration 56Q: 3 clusters Score -2297427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2297431.250000 Penalty: 2952.031250
	Iteration 57Q: 3 clusters Score -2297431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2297433.250000 Penalty: 2952.031250
	Iteration 58Q: 3 clusters Score -2297433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2297433.250000 Penalty: 2952.031250
	Iteration 59F: 3 clusters Score -2297433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -621057.000000 Penalty: 1288.154907
	Iteration 0F: 2 clusters Score -621057 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 2863 members 
Entering Unmasked Estep 
Score: -616928.062500 Penalty: 2576.309814
	Iteration 0F: 3 clusters Score -616928.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -618206.562500 Penalty: 2576.309814
	Iteration 1F: 3 clusters Score -618206.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -618486.812500 Penalty: 2576.309814
	Iteration 2F: 3 clusters Score -618486.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -618706.937500 Penalty: 2576.309814
	Iteration 3F: 3 clusters Score -618706.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -618885.375000 Penalty: 2576.309814
	Iteration 4Q: 3 clusters Score -618885.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -619047.750000 Penalty: 2576.309814
	Iteration 5Q: 3 clusters Score -619047.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -619178.937500 Penalty: 2576.309814
	Iteration 6Q: 3 clusters Score -619178.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -619268.687500 Penalty: 2576.309814
	Iteration 7Q: 3 clusters Score -619268.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -619344.687500 Penalty: 2576.309814
	Iteration 8Q: 3 clusters Score -619344.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -619429.125000 Penalty: 2576.309814
	Iteration 9Q: 3 clusters Score -619429.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -619512.312500 Penalty: 2576.309814
	Iteration 10Q: 3 clusters Score -619512.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -619608.375000 Penalty: 2576.309814
	Iteration 11Q: 3 clusters Score -619608.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -619694.875000 Penalty: 2576.309814
	Iteration 12Q: 3 clusters Score -619694.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -619776.625000 Penalty: 2576.309814
	Iteration 13Q: 3 clusters Score -619776.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -619845.687500 Penalty: 2576.309814
	Iteration 14Q: 3 clusters Score -619845.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -619923.062500 Penalty: 2576.309814
	Iteration 15Q: 3 clusters Score -619923.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -619976.812500 Penalty: 2576.309814
	Iteration 16Q: 3 clusters Score -619976.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -620022.125000 Penalty: 2576.309814
	Iteration 17Q: 3 clusters Score -620022.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -620062.750000 Penalty: 2576.309814
	Iteration 18Q: 3 clusters Score -620062.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620096.250000 Penalty: 2576.309814
	Iteration 19Q: 3 clusters Score -620096.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -620132.500000 Penalty: 2576.309814
	Iteration 20F: 3 clusters Score -620132.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -620172.375000 Penalty: 2576.309814
	Iteration 21Q: 3 clusters Score -620172.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -620210.125000 Penalty: 2576.309814
	Iteration 22Q: 3 clusters Score -620210.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -620239.312500 Penalty: 2576.309814
	Iteration 23Q: 3 clusters Score -620239.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -620263.125000 Penalty: 2576.309814
	Iteration 24Q: 3 clusters Score -620263.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -620289.812500 Penalty: 2576.309814
	Iteration 25Q: 3 clusters Score -620289.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -620308.937500 Penalty: 2576.309814
	Iteration 26Q: 3 clusters Score -620308.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -620318.875000 Penalty: 2576.309814
	Iteration 27Q: 3 clusters Score -620318.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -620325.187500 Penalty: 2576.309814
	Iteration 28Q: 3 clusters Score -620325.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -620332.250000 Penalty: 2576.309814
	Iteration 29Q: 3 clusters Score -620332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -620336.125000 Penalty: 2576.309814
	Iteration 30Q: 3 clusters Score -620336.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -620340.125000 Penalty: 2576.309814
	Iteration 31Q: 3 clusters Score -620340.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -620341.187500 Penalty: 2576.309814
	Iteration 32Q: 3 clusters Score -620341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -620344.375000 Penalty: 2576.309814
	Iteration 33Q: 3 clusters Score -620344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -620347.812500 Penalty: 2576.309814
	Iteration 34Q: 3 clusters Score -620347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -620352.687500 Penalty: 2576.309814
	Iteration 35Q: 3 clusters Score -620352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -620356.500000 Penalty: 2576.309814
	Iteration 36Q: 3 clusters Score -620356.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -620362.312500 Penalty: 2576.309814
	Iteration 37Q: 3 clusters Score -620362.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -620364.625000 Penalty: 2576.309814
	Iteration 38Q: 3 clusters Score -620364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -620367.125000 Penalty: 2576.309814
	Iteration 39Q: 3 clusters Score -620367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -620369.375000 Penalty: 2576.309814
	Iteration 40F: 3 clusters Score -620369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -620371.812500 Penalty: 2576.309814
	Iteration 41Q: 3 clusters Score -620371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -620374.000000 Penalty: 2576.309814
	Iteration 42Q: 3 clusters Score -620374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -620376.500000 Penalty: 2576.309814
	Iteration 43Q: 3 clusters Score -620376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -620379.062500 Penalty: 2576.309814
	Iteration 44Q: 3 clusters Score -620379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -620380.125000 Penalty: 2576.309814
	Iteration 45Q: 3 clusters Score -620380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -620380.437500 Penalty: 2576.309814
	Iteration 46Q: 3 clusters Score -620380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -620381.875000 Penalty: 2576.309814
	Iteration 47Q: 3 clusters Score -620381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -620382.625000 Penalty: 2576.309814
	Iteration 48Q: 3 clusters Score -620382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -620382.562500 Penalty: 2576.309814
	Iteration 49Q: 3 clusters Score -620382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -620382.562500 Penalty: 2576.309814
	Iteration 50F: 3 clusters Score -620382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Entering Unmasked Estep 
Score: -1866814.750000 Penalty: 1452.959595
	Iteration 0F: 2 clusters Score -1866815 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 8698 members 
Entering Unmasked Estep 
Score: -1855320.250000 Penalty: 2905.919189
	Iteration 0F: 3 clusters Score -1855320 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1859474.875000 Penalty: 2905.919189
	Iteration 1F: 3 clusters Score -1859475 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1859890.125000 Penalty: 2905.919189
	Iteration 2F: 3 clusters Score -1859890 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1860208.750000 Penalty: 2905.919189
	Iteration 3F: 3 clusters Score -1860209 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1860455.000000 Penalty: 2905.919189
	Iteration 4Q: 3 clusters Score -1860455 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1860670.750000 Penalty: 2905.919189
	Iteration 5Q: 3 clusters Score -1860671 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1860924.125000 Penalty: 2905.919189
	Iteration 6Q: 3 clusters Score -1860924 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1861204.250000 Penalty: 2905.919189
	Iteration 7Q: 3 clusters Score -1861204 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1861538.125000 Penalty: 2905.919189
	Iteration 8Q: 3 clusters Score -1861538 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1861942.625000 Penalty: 2905.919189
	Iteration 9Q: 3 clusters Score -1861943 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1862414.875000 Penalty: 2905.919189
	Iteration 10Q: 3 clusters Score -1862415 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1862913.375000 Penalty: 2905.919189
	Iteration 11Q: 3 clusters Score -1862913 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1863465.750000 Penalty: 2905.919189
	Iteration 12Q: 3 clusters Score -1863466 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1864068.375000 Penalty: 2905.919189
	Iteration 13Q: 3 clusters Score -1864068 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1864599.750000 Penalty: 2905.919189
	Iteration 14Q: 3 clusters Score -1864600 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1865066.625000 Penalty: 2905.919189
	Iteration 15Q: 3 clusters Score -1865067 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1865433.000000 Penalty: 2905.919189
	Iteration 16Q: 3 clusters Score -1865433 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1865739.125000 Penalty: 2905.919189
	Iteration 17Q: 3 clusters Score -1865739 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1865968.125000 Penalty: 2905.919189
	Iteration 18Q: 3 clusters Score -1865968 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1866109.000000 Penalty: 2905.919189
	Iteration 19Q: 3 clusters Score -1866109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1866242.000000 Penalty: 2905.919189
	Iteration 20F: 3 clusters Score -1866242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1866337.500000 Penalty: 2905.919189
	Iteration 21Q: 3 clusters Score -1866338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1866404.000000 Penalty: 2905.919189
	Iteration 22Q: 3 clusters Score -1866404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1866441.750000 Penalty: 2905.919189
	Iteration 23Q: 3 clusters Score -1866442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1866465.625000 Penalty: 2905.919189
	Iteration 24Q: 3 clusters Score -1866466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1866485.625000 Penalty: 2905.919189
	Iteration 25Q: 3 clusters Score -1866486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1866492.500000 Penalty: 2905.919189
	Iteration 26Q: 3 clusters Score -1866492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1866505.875000 Penalty: 2905.919189
	Iteration 27Q: 3 clusters Score -1866506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1866517.625000 Penalty: 2905.919189
	Iteration 28Q: 3 clusters Score -1866518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1866527.000000 Penalty: 2905.919189
	Iteration 29Q: 3 clusters Score -1866527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1866531.500000 Penalty: 2905.919189
	Iteration 30Q: 3 clusters Score -1866532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1866539.000000 Penalty: 2905.919189
	Iteration 31Q: 3 clusters Score -1866539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1866544.875000 Penalty: 2905.919189
	Iteration 32Q: 3 clusters Score -1866545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1866547.500000 Penalty: 2905.919189
	Iteration 33Q: 3 clusters Score -1866548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1866552.875000 Penalty: 2905.919189
	Iteration 34Q: 3 clusters Score -1866553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1866554.125000 Penalty: 2905.919189
	Iteration 35Q: 3 clusters Score -1866554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1866559.750000 Penalty: 2905.919189
	Iteration 36Q: 3 clusters Score -1866560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1866556.375000 Penalty: 2905.919189
	Iteration 37Q: 3 clusters Score -1866556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1866559.375000 Penalty: 2905.919189
	Iteration 38Q: 3 clusters Score -1866559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1866560.375000 Penalty: 2905.919189
	Iteration 39Q: 3 clusters Score -1866560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1866563.750000 Penalty: 2905.919189
	Iteration 40F: 3 clusters Score -1866564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1866566.375000 Penalty: 2905.919189
	Iteration 41Q: 3 clusters Score -1866566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1866567.375000 Penalty: 2905.919189
	Iteration 42Q: 3 clusters Score -1866567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1866567.375000 Penalty: 2905.919189
	Iteration 43Q: 3 clusters Score -1866567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1866569.250000 Penalty: 2905.919189
	Iteration 44Q: 3 clusters Score -1866569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1866571.625000 Penalty: 2905.919189
	Iteration 45Q: 3 clusters Score -1866572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1866573.250000 Penalty: 2905.919189
	Iteration 46Q: 3 clusters Score -1866573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1866573.250000 Penalty: 2905.919189
	Iteration 47F: 3 clusters Score -1866573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Entering Unmasked Estep 
Score: -7908819.000000 Penalty: 1658.569702
	Iteration 0F: 2 clusters Score -7908819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -7864010.500000 Penalty: 3317.139404
	Iteration 0F: 3 clusters Score -7864010 nChanged 32453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -7882406.000000 Penalty: 3317.139404
	Iteration 1F: 3 clusters Score -7882406 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7883242.000000 Penalty: 3317.139404
	Iteration 2Q: 3 clusters Score -7883242 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -7884183.000000 Penalty: 3317.139404
	Iteration 3Q: 3 clusters Score -7884183 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -7885063.500000 Penalty: 3317.139404
	Iteration 4Q: 3 clusters Score -7885064 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -7886233.000000 Penalty: 3317.139404
	Iteration 5Q: 3 clusters Score -7886233 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -7887684.500000 Penalty: 3317.139404
	Iteration 6Q: 3 clusters Score -7887684 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -7889478.000000 Penalty: 3317.139404
	Iteration 7F: 3 clusters Score -7889478 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7891685.000000 Penalty: 3317.139404
	Iteration 8F: 3 clusters Score -7891685 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -7894248.000000 Penalty: 3317.139404
	Iteration 9F: 3 clusters Score -7894248 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -7897243.500000 Penalty: 3317.139404
	Iteration 10F: 3 clusters Score -7897244 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -7900268.500000 Penalty: 3317.139404
	Iteration 11F: 3 clusters Score -7900268 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7902784.000000 Penalty: 3317.139404
	Iteration 12Q: 3 clusters Score -7902784 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7904538.000000 Penalty: 3317.139404
	Iteration 13Q: 3 clusters Score -7904538 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7905642.500000 Penalty: 3317.139404
	Iteration 14Q: 3 clusters Score -7905642 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7906282.500000 Penalty: 3317.139404
	Iteration 15Q: 3 clusters Score -7906282 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7906705.000000 Penalty: 3317.139404
	Iteration 16Q: 3 clusters Score -7906705 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7906983.500000 Penalty: 3317.139404
	Iteration 17Q: 3 clusters Score -7906984 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7907133.500000 Penalty: 3317.139404
	Iteration 18Q: 3 clusters Score -7907134 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7907287.500000 Penalty: 3317.139404
	Iteration 19Q: 3 clusters Score -7907288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7907369.000000 Penalty: 3317.139404
	Iteration 20F: 3 clusters Score -7907369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7907441.500000 Penalty: 3317.139404
	Iteration 21Q: 3 clusters Score -7907442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7907511.000000 Penalty: 3317.139404
	Iteration 22Q: 3 clusters Score -7907511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7907557.000000 Penalty: 3317.139404
	Iteration 23Q: 3 clusters Score -7907557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7907583.500000 Penalty: 3317.139404
	Iteration 24Q: 3 clusters Score -7907584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7907616.500000 Penalty: 3317.139404
	Iteration 25Q: 3 clusters Score -7907616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7907642.000000 Penalty: 3317.139404
	Iteration 26Q: 3 clusters Score -7907642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7907644.000000 Penalty: 3317.139404
	Iteration 27Q: 3 clusters Score -7907644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7907656.000000 Penalty: 3317.139404
	Iteration 28Q: 3 clusters Score -7907656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7907652.000000 Penalty: 3317.139404
	Iteration 29Q: 3 clusters Score -7907652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7907660.000000 Penalty: 3317.139404
	Iteration 30Q: 3 clusters Score -7907660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7907666.500000 Penalty: 3317.139404
	Iteration 31Q: 3 clusters Score -7907666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7907674.500000 Penalty: 3317.139404
	Iteration 32Q: 3 clusters Score -7907674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7907678.500000 Penalty: 3317.139404
	Iteration 33Q: 3 clusters Score -7907678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7907681.500000 Penalty: 3317.139404
	Iteration 34Q: 3 clusters Score -7907682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7907692.000000 Penalty: 3317.139404
	Iteration 35Q: 3 clusters Score -7907692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7907692.000000 Penalty: 3317.139404
	Iteration 36Q: 3 clusters Score -7907692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7907691.000000 Penalty: 3317.139404
	Iteration 37Q: 3 clusters Score -7907691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7907691.000000 Penalty: 3317.139404
	Iteration 38F: 3 clusters Score -7907691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Entering Unmasked Estep 
Score: -2654634.500000 Penalty: 1500.538940
	Iteration 0F: 2 clusters Score -2654634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2639097.750000 Penalty: 3001.077881
	Iteration 0F: 3 clusters Score -2639098 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2644945.750000 Penalty: 3001.077881
	Iteration 1F: 3 clusters Score -2644946 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2645594.500000 Penalty: 3001.077881
	Iteration 2F: 3 clusters Score -2645594 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2646247.000000 Penalty: 3001.077881
	Iteration 3F: 3 clusters Score -2646247 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2646873.750000 Penalty: 3001.077881
	Iteration 4F: 3 clusters Score -2646874 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2647418.500000 Penalty: 3001.077881
	Iteration 5Q: 3 clusters Score -2647418 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2647938.250000 Penalty: 3001.077881
	Iteration 6Q: 3 clusters Score -2647938 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2648455.250000 Penalty: 3001.077881
	Iteration 7Q: 3 clusters Score -2648455 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2648980.500000 Penalty: 3001.077881
	Iteration 8Q: 3 clusters Score -2648980 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2649441.250000 Penalty: 3001.077881
	Iteration 9Q: 3 clusters Score -2649441 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2649848.750000 Penalty: 3001.077881
	Iteration 10Q: 3 clusters Score -2649849 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2650241.500000 Penalty: 3001.077881
	Iteration 11Q: 3 clusters Score -2650242 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2650579.750000 Penalty: 3001.077881
	Iteration 12Q: 3 clusters Score -2650580 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2650879.250000 Penalty: 3001.077881
	Iteration 13Q: 3 clusters Score -2650879 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2651112.500000 Penalty: 3001.077881
	Iteration 14Q: 3 clusters Score -2651112 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2651288.500000 Penalty: 3001.077881
	Iteration 15Q: 3 clusters Score -2651288 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2651507.750000 Penalty: 3001.077881
	Iteration 16Q: 3 clusters Score -2651508 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2651722.250000 Penalty: 3001.077881
	Iteration 17Q: 3 clusters Score -2651722 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2651909.000000 Penalty: 3001.077881
	Iteration 18Q: 3 clusters Score -2651909 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2652061.250000 Penalty: 3001.077881
	Iteration 19Q: 3 clusters Score -2652061 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2652177.250000 Penalty: 3001.077881
	Iteration 20F: 3 clusters Score -2652177 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2652259.500000 Penalty: 3001.077881
	Iteration 21Q: 3 clusters Score -2652260 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2652322.250000 Penalty: 3001.077881
	Iteration 22Q: 3 clusters Score -2652322 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2652387.500000 Penalty: 3001.077881
	Iteration 23Q: 3 clusters Score -2652388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2652420.000000 Penalty: 3001.077881
	Iteration 24Q: 3 clusters Score -2652420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2652456.250000 Penalty: 3001.077881
	Iteration 25Q: 3 clusters Score -2652456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2652505.500000 Penalty: 3001.077881
	Iteration 26Q: 3 clusters Score -2652506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2652535.000000 Penalty: 3001.077881
	Iteration 27Q: 3 clusters Score -2652535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2652565.250000 Penalty: 3001.077881
	Iteration 28Q: 3 clusters Score -2652565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2652587.750000 Penalty: 3001.077881
	Iteration 29Q: 3 clusters Score -2652588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2652614.000000 Penalty: 3001.077881
	Iteration 30Q: 3 clusters Score -2652614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2652623.250000 Penalty: 3001.077881
	Iteration 31Q: 3 clusters Score -2652623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2652651.750000 Penalty: 3001.077881
	Iteration 32Q: 3 clusters Score -2652652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2652692.250000 Penalty: 3001.077881
	Iteration 33Q: 3 clusters Score -2652692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2652722.500000 Penalty: 3001.077881
	Iteration 34Q: 3 clusters Score -2652722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2652745.500000 Penalty: 3001.077881
	Iteration 35Q: 3 clusters Score -2652746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2652773.000000 Penalty: 3001.077881
	Iteration 36Q: 3 clusters Score -2652773 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2652792.250000 Penalty: 3001.077881
	Iteration 37Q: 3 clusters Score -2652792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2652827.750000 Penalty: 3001.077881
	Iteration 38Q: 3 clusters Score -2652828 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2652862.000000 Penalty: 3001.077881
	Iteration 39Q: 3 clusters Score -2652862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2652905.000000 Penalty: 3001.077881
	Iteration 40F: 3 clusters Score -2652905 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2652962.250000 Penalty: 3001.077881
	Iteration 41Q: 3 clusters Score -2652962 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2653010.250000 Penalty: 3001.077881
	Iteration 42Q: 3 clusters Score -2653010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2653062.750000 Penalty: 3001.077881
	Iteration 43Q: 3 clusters Score -2653063 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2653100.500000 Penalty: 3001.077881
	Iteration 44Q: 3 clusters Score -2653100 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2653139.500000 Penalty: 3001.077881
	Iteration 45Q: 3 clusters Score -2653140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2653169.750000 Penalty: 3001.077881
	Iteration 46Q: 3 clusters Score -2653170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2653205.000000 Penalty: 3001.077881
	Iteration 47Q: 3 clusters Score -2653205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2653228.250000 Penalty: 3001.077881
	Iteration 48Q: 3 clusters Score -2653228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2653275.000000 Penalty: 3001.077881
	Iteration 49Q: 3 clusters Score -2653275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2653307.250000 Penalty: 3001.077881
	Iteration 50Q: 3 clusters Score -2653307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2653353.000000 Penalty: 3001.077881
	Iteration 51Q: 3 clusters Score -2653353 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2653389.250000 Penalty: 3001.077881
	Iteration 52Q: 3 clusters Score -2653389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2653443.750000 Penalty: 3001.077881
	Iteration 53Q: 3 clusters Score -2653444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2653478.250000 Penalty: 3001.077881
	Iteration 54Q: 3 clusters Score -2653478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2653522.750000 Penalty: 3001.077881
	Iteration 55Q: 3 clusters Score -2653523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2653557.250000 Penalty: 3001.077881
	Iteration 56Q: 3 clusters Score -2653557 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2653594.000000 Penalty: 3001.077881
	Iteration 57Q: 3 clusters Score -2653594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2653628.250000 Penalty: 3001.077881
	Iteration 58Q: 3 clusters Score -2653628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2653670.250000 Penalty: 3001.077881
	Iteration 59Q: 3 clusters Score -2653670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2653699.250000 Penalty: 3001.077881
	Iteration 60F: 3 clusters Score -2653699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2653737.000000 Penalty: 3001.077881
	Iteration 61Q: 3 clusters Score -2653737 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2653764.250000 Penalty: 3001.077881
	Iteration 62Q: 3 clusters Score -2653764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2653777.500000 Penalty: 3001.077881
	Iteration 63Q: 3 clusters Score -2653778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2653789.250000 Penalty: 3001.077881
	Iteration 64Q: 3 clusters Score -2653789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2653805.500000 Penalty: 3001.077881
	Iteration 65Q: 3 clusters Score -2653806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2653827.500000 Penalty: 3001.077881
	Iteration 66Q: 3 clusters Score -2653828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2653843.500000 Penalty: 3001.077881
	Iteration 67Q: 3 clusters Score -2653844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2653856.000000 Penalty: 3001.077881
	Iteration 68Q: 3 clusters Score -2653856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2653867.750000 Penalty: 3001.077881
	Iteration 69Q: 3 clusters Score -2653868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2653876.500000 Penalty: 3001.077881
	Iteration 70Q: 3 clusters Score -2653876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2653885.000000 Penalty: 3001.077881
	Iteration 71Q: 3 clusters Score -2653885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2653892.500000 Penalty: 3001.077881
	Iteration 72Q: 3 clusters Score -2653892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2653902.750000 Penalty: 3001.077881
	Iteration 73Q: 3 clusters Score -2653903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2653912.500000 Penalty: 3001.077881
	Iteration 74Q: 3 clusters Score -2653912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2653923.500000 Penalty: 3001.077881
	Iteration 75Q: 3 clusters Score -2653924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2653932.250000 Penalty: 3001.077881
	Iteration 76Q: 3 clusters Score -2653932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2653942.500000 Penalty: 3001.077881
	Iteration 77Q: 3 clusters Score -2653942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2653952.500000 Penalty: 3001.077881
	Iteration 78Q: 3 clusters Score -2653952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2653951.250000 Penalty: 3001.077881
	Iteration 79Q: 3 clusters Score -2653951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2653954.750000 Penalty: 3001.077881
	Iteration 80F: 3 clusters Score -2653955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2653961.750000 Penalty: 3001.077881
	Iteration 81Q: 3 clusters Score -2653962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2653963.500000 Penalty: 3001.077881
	Iteration 82Q: 3 clusters Score -2653964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2653964.250000 Penalty: 3001.077881
	Iteration 83Q: 3 clusters Score -2653964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2653969.750000 Penalty: 3001.077881
	Iteration 84Q: 3 clusters Score -2653970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2653973.500000 Penalty: 3001.077881
	Iteration 85Q: 3 clusters Score -2653974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2653973.750000 Penalty: 3001.077881
	Iteration 86Q: 3 clusters Score -2653974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2653975.750000 Penalty: 3001.077881
	Iteration 87Q: 3 clusters Score -2653976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2653979.000000 Penalty: 3001.077881
	Iteration 88Q: 3 clusters Score -2653979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2653979.500000 Penalty: 3001.077881
	Iteration 89Q: 3 clusters Score -2653980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2653983.750000 Penalty: 3001.077881
	Iteration 90Q: 3 clusters Score -2653984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2653985.250000 Penalty: 3001.077881
	Iteration 91Q: 3 clusters Score -2653985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2653988.000000 Penalty: 3001.077881
	Iteration 92Q: 3 clusters Score -2653988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2653988.500000 Penalty: 3001.077881
	Iteration 93Q: 3 clusters Score -2653988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2653988.250000 Penalty: 3001.077881
	Iteration 94Q: 3 clusters Score -2653988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2653988.000000 Penalty: 3001.077881
	Iteration 95Q: 3 clusters Score -2653988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2653989.250000 Penalty: 3001.077881
	Iteration 96Q: 3 clusters Score -2653989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2653991.250000 Penalty: 3001.077881
	Iteration 97Q: 3 clusters Score -2653991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2653993.500000 Penalty: 3001.077881
	Iteration 98Q: 3 clusters Score -2653994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2653991.250000 Penalty: 3001.077881
	Iteration 99Q: 3 clusters Score -2653991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2653992.250000 Penalty: 3001.077881
	Iteration 100F: 3 clusters Score -2653992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2653993.000000 Penalty: 3001.077881
	Iteration 101Q: 3 clusters Score -2653993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2653993.750000 Penalty: 3001.077881
	Iteration 102Q: 3 clusters Score -2653994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2653996.750000 Penalty: 3001.077881
	Iteration 103Q: 3 clusters Score -2653997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2653996.750000 Penalty: 3001.077881
	Iteration 104F: 3 clusters Score -2653997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -803946.875000 Penalty: 1324.482910
	Iteration 0F: 2 clusters Score -803946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -798835.937500 Penalty: 2648.965820
	Iteration 0F: 3 clusters Score -798835.9 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -800601.937500 Penalty: 2648.965820
	Iteration 1F: 3 clusters Score -800601.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -800947.125000 Penalty: 2648.965820
	Iteration 2F: 3 clusters Score -800947.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -801184.250000 Penalty: 2648.965820
	Iteration 3F: 3 clusters Score -801184.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -801366.250000 Penalty: 2648.965820
	Iteration 4Q: 3 clusters Score -801366.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -801542.812500 Penalty: 2648.965820
	Iteration 5Q: 3 clusters Score -801542.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -801729.125000 Penalty: 2648.965820
	Iteration 6Q: 3 clusters Score -801729.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -801890.437500 Penalty: 2648.965820
	Iteration 7Q: 3 clusters Score -801890.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -802067.625000 Penalty: 2648.965820
	Iteration 8Q: 3 clusters Score -802067.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -802235.250000 Penalty: 2648.965820
	Iteration 9Q: 3 clusters Score -802235.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -802386.375000 Penalty: 2648.965820
	Iteration 10Q: 3 clusters Score -802386.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -802529.375000 Penalty: 2648.965820
	Iteration 11Q: 3 clusters Score -802529.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -802667.750000 Penalty: 2648.965820
	Iteration 12Q: 3 clusters Score -802667.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -802782.000000 Penalty: 2648.965820
	Iteration 13Q: 3 clusters Score -802782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -802856.375000 Penalty: 2648.965820
	Iteration 14Q: 3 clusters Score -802856.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -802901.625000 Penalty: 2648.965820
	Iteration 15Q: 3 clusters Score -802901.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -802943.375000 Penalty: 2648.965820
	Iteration 16Q: 3 clusters Score -802943.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -802971.000000 Penalty: 2648.965820
	Iteration 17Q: 3 clusters Score -802971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -802990.250000 Penalty: 2648.965820
	Iteration 18Q: 3 clusters Score -802990.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -803009.937500 Penalty: 2648.965820
	Iteration 19Q: 3 clusters Score -803009.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -803033.250000 Penalty: 2648.965820
	Iteration 20F: 3 clusters Score -803033.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -803053.750000 Penalty: 2648.965820
	Iteration 21Q: 3 clusters Score -803053.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -803068.250000 Penalty: 2648.965820
	Iteration 22Q: 3 clusters Score -803068.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -803083.062500 Penalty: 2648.965820
	Iteration 23Q: 3 clusters Score -803083.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -803093.687500 Penalty: 2648.965820
	Iteration 24Q: 3 clusters Score -803093.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -803102.312500 Penalty: 2648.965820
	Iteration 25Q: 3 clusters Score -803102.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -803106.812500 Penalty: 2648.965820
	Iteration 26Q: 3 clusters Score -803106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -803113.750000 Penalty: 2648.965820
	Iteration 27Q: 3 clusters Score -803113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -803115.812500 Penalty: 2648.965820
	Iteration 28Q: 3 clusters Score -803115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -803119.625000 Penalty: 2648.965820
	Iteration 29Q: 3 clusters Score -803119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -803122.875000 Penalty: 2648.965820
	Iteration 30Q: 3 clusters Score -803122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -803123.375000 Penalty: 2648.965820
	Iteration 31Q: 3 clusters Score -803123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -803131.375000 Penalty: 2648.965820
	Iteration 32Q: 3 clusters Score -803131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -803134.812500 Penalty: 2648.965820
	Iteration 33Q: 3 clusters Score -803134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -803136.062500 Penalty: 2648.965820
	Iteration 34Q: 3 clusters Score -803136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -803140.312500 Penalty: 2648.965820
	Iteration 35Q: 3 clusters Score -803140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -803139.562500 Penalty: 2648.965820
	Iteration 36Q: 3 clusters Score -803139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -803139.500000 Penalty: 2648.965820
	Iteration 37Q: 3 clusters Score -803139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -803140.187500 Penalty: 2648.965820
	Iteration 38Q: 3 clusters Score -803140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -803142.375000 Penalty: 2648.965820
	Iteration 39Q: 3 clusters Score -803142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -803142.375000 Penalty: 2648.965820
	Iteration 40F: 3 clusters Score -803142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -29819.230469 Penalty: 910.700256
	Iteration 0F: 2 clusters Score -29819.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29013.845703 Penalty: 1821.400513
	Iteration 0F: 3 clusters Score -29013.85 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29272.111328 Penalty: 1821.400513
	Iteration 1F: 3 clusters Score -29272.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29424.751953 Penalty: 1821.400513
	Iteration 2F: 3 clusters Score -29424.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29484.152344 Penalty: 1821.400513
	Iteration 3Q: 3 clusters Score -29484.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29520.250000 Penalty: 1821.400513
	Iteration 4Q: 3 clusters Score -29520.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29567.642578 Penalty: 1821.400513
	Iteration 5Q: 3 clusters Score -29567.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29589.796875 Penalty: 1821.400513
	Iteration 6Q: 3 clusters Score -29589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29612.232422 Penalty: 1821.400513
	Iteration 7Q: 3 clusters Score -29612.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29633.232422 Penalty: 1821.400513
	Iteration 8Q: 3 clusters Score -29633.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29645.308594 Penalty: 1821.400513
	Iteration 9Q: 3 clusters Score -29645.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29648.976562 Penalty: 1821.400513
	Iteration 10Q: 3 clusters Score -29648.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29655.556641 Penalty: 1821.400513
	Iteration 11Q: 3 clusters Score -29655.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29657.316406 Penalty: 1821.400513
	Iteration 12Q: 3 clusters Score -29657.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29657.316406 Penalty: 1821.400513
	Iteration 13F: 3 clusters Score -29657.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Entering Unmasked Estep 
Score: -7317681.000000 Penalty: 1650.578125
	Iteration 0F: 2 clusters Score -7317681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -7274927.500000 Penalty: 3301.156250
	Iteration 0F: 3 clusters Score -7274928 nChanged 30783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -7292433.500000 Penalty: 3301.156250
	Iteration 1F: 3 clusters Score -7292434 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -7293277.000000 Penalty: 3301.156250
	Iteration 2Q: 3 clusters Score -7293277 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -7294302.500000 Penalty: 3301.156250
	Iteration 3Q: 3 clusters Score -7294302 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -7295704.000000 Penalty: 3301.156250
	Iteration 4Q: 3 clusters Score -7295704 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -7297526.500000 Penalty: 3301.156250
	Iteration 5F: 3 clusters Score -7297526 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -7300012.000000 Penalty: 3301.156250
	Iteration 6F: 3 clusters Score -7300012 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -7303113.000000 Penalty: 3301.156250
	Iteration 7F: 3 clusters Score -7303113 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -7306751.500000 Penalty: 3301.156250
	Iteration 8F: 3 clusters Score -7306752 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -7309762.500000 Penalty: 3301.156250
	Iteration 9F: 3 clusters Score -7309762 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -7312013.000000 Penalty: 3301.156250
	Iteration 10Q: 3 clusters Score -7312013 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7313591.500000 Penalty: 3301.156250
	Iteration 11Q: 3 clusters Score -7313592 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7314613.500000 Penalty: 3301.156250
	Iteration 12Q: 3 clusters Score -7314614 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7315233.000000 Penalty: 3301.156250
	Iteration 13Q: 3 clusters Score -7315233 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7315608.000000 Penalty: 3301.156250
	Iteration 14Q: 3 clusters Score -7315608 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7315896.500000 Penalty: 3301.156250
	Iteration 15Q: 3 clusters Score -7315896 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7316083.000000 Penalty: 3301.156250
	Iteration 16Q: 3 clusters Score -7316083 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7316198.500000 Penalty: 3301.156250
	Iteration 17Q: 3 clusters Score -7316198 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7316317.000000 Penalty: 3301.156250
	Iteration 18Q: 3 clusters Score -7316317 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7316374.000000 Penalty: 3301.156250
	Iteration 19Q: 3 clusters Score -7316374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7316433.000000 Penalty: 3301.156250
	Iteration 20F: 3 clusters Score -7316433 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7316479.500000 Penalty: 3301.156250
	Iteration 21Q: 3 clusters Score -7316480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7316535.500000 Penalty: 3301.156250
	Iteration 22Q: 3 clusters Score -7316536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7316576.000000 Penalty: 3301.156250
	Iteration 23Q: 3 clusters Score -7316576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7316617.000000 Penalty: 3301.156250
	Iteration 24Q: 3 clusters Score -7316617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7316642.500000 Penalty: 3301.156250
	Iteration 25Q: 3 clusters Score -7316642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7316682.000000 Penalty: 3301.156250
	Iteration 26Q: 3 clusters Score -7316682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7316705.000000 Penalty: 3301.156250
	Iteration 27Q: 3 clusters Score -7316705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7316724.500000 Penalty: 3301.156250
	Iteration 28Q: 3 clusters Score -7316724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7316763.500000 Penalty: 3301.156250
	Iteration 29Q: 3 clusters Score -7316764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7316774.000000 Penalty: 3301.156250
	Iteration 30Q: 3 clusters Score -7316774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7316790.000000 Penalty: 3301.156250
	Iteration 31Q: 3 clusters Score -7316790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7316792.000000 Penalty: 3301.156250
	Iteration 32Q: 3 clusters Score -7316792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7316800.500000 Penalty: 3301.156250
	Iteration 33Q: 3 clusters Score -7316800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7316810.000000 Penalty: 3301.156250
	Iteration 34Q: 3 clusters Score -7316810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7316810.000000 Penalty: 3301.156250
	Iteration 35Q: 3 clusters Score -7316810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7316819.500000 Penalty: 3301.156250
	Iteration 36Q: 3 clusters Score -7316820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7316828.000000 Penalty: 3301.156250
	Iteration 37Q: 3 clusters Score -7316828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7316835.500000 Penalty: 3301.156250
	Iteration 38Q: 3 clusters Score -7316836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7316832.500000 Penalty: 3301.156250
	Iteration 39Q: 3 clusters Score -7316832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7316835.500000 Penalty: 3301.156250
	Iteration 40F: 3 clusters Score -7316836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7316829.500000 Penalty: 3301.156250
	Iteration 41Q: 3 clusters Score -7316830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7316834.000000 Penalty: 3301.156250
	Iteration 42Q: 3 clusters Score -7316834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7316836.500000 Penalty: 3301.156250
	Iteration 43Q: 3 clusters Score -7316836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7316837.500000 Penalty: 3301.156250
	Iteration 44Q: 3 clusters Score -7316838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7316842.500000 Penalty: 3301.156250
	Iteration 45Q: 3 clusters Score -7316842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7316842.500000 Penalty: 3301.156250
	Iteration 46F: 3 clusters Score -7316842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Entering Unmasked Estep 
Score: -8794776.000000 Penalty: 1670.945801
	Iteration 0F: 2 clusters Score -8794776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8745847.000000 Penalty: 3341.891602
	Iteration 0F: 3 clusters Score -8745847 nChanged 35246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -8765718.000000 Penalty: 3341.891602
	Iteration 1F: 3 clusters Score -8765718 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8766511.000000 Penalty: 3341.891602
	Iteration 2Q: 3 clusters Score -8766511 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8767559.000000 Penalty: 3341.891602
	Iteration 3Q: 3 clusters Score -8767559 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8768811.000000 Penalty: 3341.891602
	Iteration 4Q: 3 clusters Score -8768811 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8770727.000000 Penalty: 3341.891602
	Iteration 5Q: 3 clusters Score -8770727 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8773514.000000 Penalty: 3341.891602
	Iteration 6F: 3 clusters Score -8773514 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8777050.000000 Penalty: 3341.891602
	Iteration 7F: 3 clusters Score -8777050 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -8780572.000000 Penalty: 3341.891602
	Iteration 8F: 3 clusters Score -8780572 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -8783585.000000 Penalty: 3341.891602
	Iteration 9F: 3 clusters Score -8783585 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -8785799.000000 Penalty: 3341.891602
	Iteration 10Q: 3 clusters Score -8785799 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -8787316.000000 Penalty: 3341.891602
	Iteration 11Q: 3 clusters Score -8787316 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -8788541.000000 Penalty: 3341.891602
	Iteration 12Q: 3 clusters Score -8788541 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -8789383.000000 Penalty: 3341.891602
	Iteration 13Q: 3 clusters Score -8789383 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -8789942.000000 Penalty: 3341.891602
	Iteration 14Q: 3 clusters Score -8789942 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -8790404.000000 Penalty: 3341.891602
	Iteration 15Q: 3 clusters Score -8790404 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -8790812.000000 Penalty: 3341.891602
	Iteration 16Q: 3 clusters Score -8790812 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -8791205.000000 Penalty: 3341.891602
	Iteration 17Q: 3 clusters Score -8791205 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -8791523.000000 Penalty: 3341.891602
	Iteration 18Q: 3 clusters Score -8791523 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -8791798.000000 Penalty: 3341.891602
	Iteration 19Q: 3 clusters Score -8791798 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -8792097.000000 Penalty: 3341.891602
	Iteration 20F: 3 clusters Score -8792097 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -8792383.000000 Penalty: 3341.891602
	Iteration 21Q: 3 clusters Score -8792383 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -8792648.000000 Penalty: 3341.891602
	Iteration 22Q: 3 clusters Score -8792648 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -8792831.000000 Penalty: 3341.891602
	Iteration 23Q: 3 clusters Score -8792831 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -8793006.000000 Penalty: 3341.891602
	Iteration 24Q: 3 clusters Score -8793006 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -8793155.000000 Penalty: 3341.891602
	Iteration 25Q: 3 clusters Score -8793155 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -8793275.000000 Penalty: 3341.891602
	Iteration 26Q: 3 clusters Score -8793275 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -8793401.000000 Penalty: 3341.891602
	Iteration 27Q: 3 clusters Score -8793401 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -8793547.000000 Penalty: 3341.891602
	Iteration 28Q: 3 clusters Score -8793547 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -8793643.000000 Penalty: 3341.891602
	Iteration 29Q: 3 clusters Score -8793643 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -8793721.000000 Penalty: 3341.891602
	Iteration 30Q: 3 clusters Score -8793721 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -8793800.000000 Penalty: 3341.891602
	Iteration 31Q: 3 clusters Score -8793800 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -8793870.000000 Penalty: 3341.891602
	Iteration 32Q: 3 clusters Score -8793870 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -8793909.000000 Penalty: 3341.891602
	Iteration 33Q: 3 clusters Score -8793909 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -8793959.000000 Penalty: 3341.891602
	Iteration 34Q: 3 clusters Score -8793959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -8794008.000000 Penalty: 3341.891602
	Iteration 35Q: 3 clusters Score -8794008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -8794040.000000 Penalty: 3341.891602
	Iteration 36Q: 3 clusters Score -8794040 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -8794064.000000 Penalty: 3341.891602
	Iteration 37Q: 3 clusters Score -8794064 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -8794095.000000 Penalty: 3341.891602
	Iteration 38Q: 3 clusters Score -8794095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -8794113.000000 Penalty: 3341.891602
	Iteration 39Q: 3 clusters Score -8794113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -8794144.000000 Penalty: 3341.891602
	Iteration 40F: 3 clusters Score -8794144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -8794167.000000 Penalty: 3341.891602
	Iteration 41Q: 3 clusters Score -8794167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -8794159.000000 Penalty: 3341.891602
	Iteration 42Q: 3 clusters Score -8794159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -8794186.000000 Penalty: 3341.891602
	Iteration 43Q: 3 clusters Score -8794186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -8794195.000000 Penalty: 3341.891602
	Iteration 44Q: 3 clusters Score -8794195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -8794196.000000 Penalty: 3341.891602
	Iteration 45Q: 3 clusters Score -8794196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -8794203.000000 Penalty: 3341.891602
	Iteration 46Q: 3 clusters Score -8794203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -8794201.000000 Penalty: 3341.891602
	Iteration 47Q: 3 clusters Score -8794201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -8794212.000000 Penalty: 3341.891602
	Iteration 48Q: 3 clusters Score -8794212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -8794220.000000 Penalty: 3341.891602
	Iteration 49Q: 3 clusters Score -8794220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -8794216.000000 Penalty: 3341.891602
	Iteration 50Q: 3 clusters Score -8794216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -8794214.000000 Penalty: 3341.891602
	Iteration 51Q: 3 clusters Score -8794214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -8794212.000000 Penalty: 3341.891602
	Iteration 52Q: 3 clusters Score -8794212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -8794232.000000 Penalty: 3341.891602
	Iteration 53Q: 3 clusters Score -8794232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -8794240.000000 Penalty: 3341.891602
	Iteration 54Q: 3 clusters Score -8794240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -8794237.000000 Penalty: 3341.891602
	Iteration 55Q: 3 clusters Score -8794237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -8794246.000000 Penalty: 3341.891602
	Iteration 56Q: 3 clusters Score -8794246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -8794252.000000 Penalty: 3341.891602
	Iteration 57Q: 3 clusters Score -8794252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -8794275.000000 Penalty: 3341.891602
	Iteration 58Q: 3 clusters Score -8794275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -8794268.000000 Penalty: 3341.891602
	Iteration 59Q: 3 clusters Score -8794268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -8794271.000000 Penalty: 3341.891602
	Iteration 60F: 3 clusters Score -8794271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -8794273.000000 Penalty: 3341.891602
	Iteration 61Q: 3 clusters Score -8794273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -8794282.000000 Penalty: 3341.891602
	Iteration 62Q: 3 clusters Score -8794282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -8794282.000000 Penalty: 3341.891602
	Iteration 63Q: 3 clusters Score -8794282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -8794276.000000 Penalty: 3341.891602
	Iteration 64Q: 3 clusters Score -8794276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -8794283.000000 Penalty: 3341.891602
	Iteration 65Q: 3 clusters Score -8794283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -8794284.000000 Penalty: 3341.891602
	Iteration 66Q: 3 clusters Score -8794284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -8794293.000000 Penalty: 3341.891602
	Iteration 67Q: 3 clusters Score -8794293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -8794296.000000 Penalty: 3341.891602
	Iteration 68Q: 3 clusters Score -8794296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -8794300.000000 Penalty: 3341.891602
	Iteration 69Q: 3 clusters Score -8794300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -8794304.000000 Penalty: 3341.891602
	Iteration 70Q: 3 clusters Score -8794304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -8794303.000000 Penalty: 3341.891602
	Iteration 71Q: 3 clusters Score -8794303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -8794298.000000 Penalty: 3341.891602
	Iteration 72Q: 3 clusters Score -8794298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -8794297.000000 Penalty: 3341.891602
	Iteration 73Q: 3 clusters Score -8794297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -8794301.000000 Penalty: 3341.891602
	Iteration 74Q: 3 clusters Score -8794301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -8794303.000000 Penalty: 3341.891602
	Iteration 75Q: 3 clusters Score -8794303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -8794301.000000 Penalty: 3341.891602
	Iteration 76Q: 3 clusters Score -8794301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -8794301.000000 Penalty: 3341.891602
	Iteration 77F: 3 clusters Score -8794301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -688637.437500 Penalty: 1300.752563
	Iteration 0F: 2 clusters Score -688637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -684146.437500 Penalty: 2601.505127
	Iteration 0F: 3 clusters Score -684146.4 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -685468.125000 Penalty: 2601.505127
	Iteration 1F: 3 clusters Score -685468.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -685689.437500 Penalty: 2601.505127
	Iteration 2F: 3 clusters Score -685689.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -685836.312500 Penalty: 2601.505127
	Iteration 3Q: 3 clusters Score -685836.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -685931.937500 Penalty: 2601.505127
	Iteration 4Q: 3 clusters Score -685931.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -686000.562500 Penalty: 2601.505127
	Iteration 5Q: 3 clusters Score -686000.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -686058.750000 Penalty: 2601.505127
	Iteration 6Q: 3 clusters Score -686058.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -686126.875000 Penalty: 2601.505127
	Iteration 7Q: 3 clusters Score -686126.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -686186.250000 Penalty: 2601.505127
	Iteration 8Q: 3 clusters Score -686186.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -686252.375000 Penalty: 2601.505127
	Iteration 9Q: 3 clusters Score -686252.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -686316.562500 Penalty: 2601.505127
	Iteration 10Q: 3 clusters Score -686316.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -686374.750000 Penalty: 2601.505127
	Iteration 11Q: 3 clusters Score -686374.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -686446.000000 Penalty: 2601.505127
	Iteration 12Q: 3 clusters Score -686446 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -686522.062500 Penalty: 2601.505127
	Iteration 13Q: 3 clusters Score -686522.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -686594.125000 Penalty: 2601.505127
	Iteration 14Q: 3 clusters Score -686594.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -686673.000000 Penalty: 2601.505127
	Iteration 15Q: 3 clusters Score -686673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -686746.437500 Penalty: 2601.505127
	Iteration 16Q: 3 clusters Score -686746.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -686842.812500 Penalty: 2601.505127
	Iteration 17Q: 3 clusters Score -686842.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -686947.875000 Penalty: 2601.505127
	Iteration 18Q: 3 clusters Score -686947.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -687040.500000 Penalty: 2601.505127
	Iteration 19Q: 3 clusters Score -687040.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -687107.187500 Penalty: 2601.505127
	Iteration 20F: 3 clusters Score -687107.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -687167.750000 Penalty: 2601.505127
	Iteration 21Q: 3 clusters Score -687167.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -687227.312500 Penalty: 2601.505127
	Iteration 22Q: 3 clusters Score -687227.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -687291.875000 Penalty: 2601.505127
	Iteration 23Q: 3 clusters Score -687291.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -687343.375000 Penalty: 2601.505127
	Iteration 24Q: 3 clusters Score -687343.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -687381.812500 Penalty: 2601.505127
	Iteration 25Q: 3 clusters Score -687381.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -687413.312500 Penalty: 2601.505127
	Iteration 26Q: 3 clusters Score -687413.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -687439.562500 Penalty: 2601.505127
	Iteration 27Q: 3 clusters Score -687439.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -687467.375000 Penalty: 2601.505127
	Iteration 28Q: 3 clusters Score -687467.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -687491.187500 Penalty: 2601.505127
	Iteration 29Q: 3 clusters Score -687491.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -687516.625000 Penalty: 2601.505127
	Iteration 30Q: 3 clusters Score -687516.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -687540.875000 Penalty: 2601.505127
	Iteration 31Q: 3 clusters Score -687540.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -687568.437500 Penalty: 2601.505127
	Iteration 32Q: 3 clusters Score -687568.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -687592.062500 Penalty: 2601.505127
	Iteration 33Q: 3 clusters Score -687592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -687604.937500 Penalty: 2601.505127
	Iteration 34Q: 3 clusters Score -687604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -687612.250000 Penalty: 2601.505127
	Iteration 35Q: 3 clusters Score -687612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -687625.625000 Penalty: 2601.505127
	Iteration 36Q: 3 clusters Score -687625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -687640.687500 Penalty: 2601.505127
	Iteration 37Q: 3 clusters Score -687640.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -687656.375000 Penalty: 2601.505127
	Iteration 38Q: 3 clusters Score -687656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -687661.562500 Penalty: 2601.505127
	Iteration 39Q: 3 clusters Score -687661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -687664.625000 Penalty: 2601.505127
	Iteration 40F: 3 clusters Score -687664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -687667.750000 Penalty: 2601.505127
	Iteration 41Q: 3 clusters Score -687667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -687669.500000 Penalty: 2601.505127
	Iteration 42Q: 3 clusters Score -687669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -687672.750000 Penalty: 2601.505127
	Iteration 43Q: 3 clusters Score -687672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -687677.625000 Penalty: 2601.505127
	Iteration 44Q: 3 clusters Score -687677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -687680.125000 Penalty: 2601.505127
	Iteration 45Q: 3 clusters Score -687680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -687681.750000 Penalty: 2601.505127
	Iteration 46Q: 3 clusters Score -687681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -687683.375000 Penalty: 2601.505127
	Iteration 47Q: 3 clusters Score -687683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -687683.000000 Penalty: 2601.505127
	Iteration 48Q: 3 clusters Score -687683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -687683.000000 Penalty: 2601.505127
	Iteration 49F: 3 clusters Score -687683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Entering Unmasked Estep 
Score: -4959634.500000 Penalty: 1584.195068
	Iteration 0F: 2 clusters Score -4959634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4932331.000000 Penalty: 3168.390137
	Iteration 0F: 3 clusters Score -4932331 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -4942913.000000 Penalty: 3168.390137
	Iteration 1F: 3 clusters Score -4942913 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4943555.000000 Penalty: 3168.390137
	Iteration 2Q: 3 clusters Score -4943555 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4944234.500000 Penalty: 3168.390137
	Iteration 3Q: 3 clusters Score -4944234 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4945065.500000 Penalty: 3168.390137
	Iteration 4Q: 3 clusters Score -4945066 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4945873.000000 Penalty: 3168.390137
	Iteration 5Q: 3 clusters Score -4945873 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -4946667.000000 Penalty: 3168.390137
	Iteration 6Q: 3 clusters Score -4946667 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4947333.500000 Penalty: 3168.390137
	Iteration 7Q: 3 clusters Score -4947334 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4947941.500000 Penalty: 3168.390137
	Iteration 8Q: 3 clusters Score -4947942 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -4948535.500000 Penalty: 3168.390137
	Iteration 9Q: 3 clusters Score -4948536 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4949198.000000 Penalty: 3168.390137
	Iteration 10Q: 3 clusters Score -4949198 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4949980.000000 Penalty: 3168.390137
	Iteration 11Q: 3 clusters Score -4949980 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4950837.000000 Penalty: 3168.390137
	Iteration 12Q: 3 clusters Score -4950837 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4951818.000000 Penalty: 3168.390137
	Iteration 13Q: 3 clusters Score -4951818 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4952844.500000 Penalty: 3168.390137
	Iteration 14Q: 3 clusters Score -4952844 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4953975.500000 Penalty: 3168.390137
	Iteration 15Q: 3 clusters Score -4953976 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4955106.000000 Penalty: 3168.390137
	Iteration 16Q: 3 clusters Score -4955106 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4956180.000000 Penalty: 3168.390137
	Iteration 17Q: 3 clusters Score -4956180 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4956981.000000 Penalty: 3168.390137
	Iteration 18Q: 3 clusters Score -4956981 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4957511.500000 Penalty: 3168.390137
	Iteration 19Q: 3 clusters Score -4957512 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4957803.000000 Penalty: 3168.390137
	Iteration 20F: 3 clusters Score -4957803 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -4957970.000000 Penalty: 3168.390137
	Iteration 21Q: 3 clusters Score -4957970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -4958085.000000 Penalty: 3168.390137
	Iteration 22Q: 3 clusters Score -4958085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4958150.500000 Penalty: 3168.390137
	Iteration 23Q: 3 clusters Score -4958150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4958194.000000 Penalty: 3168.390137
	Iteration 24Q: 3 clusters Score -4958194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -4958216.000000 Penalty: 3168.390137
	Iteration 25Q: 3 clusters Score -4958216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -4958236.000000 Penalty: 3168.390137
	Iteration 26Q: 3 clusters Score -4958236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -4958245.000000 Penalty: 3168.390137
	Iteration 27Q: 3 clusters Score -4958245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -4958260.500000 Penalty: 3168.390137
	Iteration 28Q: 3 clusters Score -4958260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4958262.500000 Penalty: 3168.390137
	Iteration 29Q: 3 clusters Score -4958262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4958267.500000 Penalty: 3168.390137
	Iteration 30Q: 3 clusters Score -4958268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -4958277.500000 Penalty: 3168.390137
	Iteration 31Q: 3 clusters Score -4958278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -4958283.000000 Penalty: 3168.390137
	Iteration 32Q: 3 clusters Score -4958283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -4958293.500000 Penalty: 3168.390137
	Iteration 33Q: 3 clusters Score -4958294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4958302.500000 Penalty: 3168.390137
	Iteration 34Q: 3 clusters Score -4958302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -4958306.500000 Penalty: 3168.390137
	Iteration 35Q: 3 clusters Score -4958306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4958308.500000 Penalty: 3168.390137
	Iteration 36Q: 3 clusters Score -4958308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4958309.500000 Penalty: 3168.390137
	Iteration 37Q: 3 clusters Score -4958310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -4958315.000000 Penalty: 3168.390137
	Iteration 38Q: 3 clusters Score -4958315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -4958315.000000 Penalty: 3168.390137
	Iteration 39F: 3 clusters Score -4958315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Entering Unmasked Estep 
Score: -8517297.000000 Penalty: 1666.347412
	Iteration 0F: 2 clusters Score -8517297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8469663.000000 Penalty: 3332.694824
	Iteration 0F: 3 clusters Score -8469663 nChanged 34282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -8489321.000000 Penalty: 3332.694824
	Iteration 1F: 3 clusters Score -8489321 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -8490055.000000 Penalty: 3332.694824
	Iteration 2Q: 3 clusters Score -8490055 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -8490987.000000 Penalty: 3332.694824
	Iteration 3Q: 3 clusters Score -8490987 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -8492023.000000 Penalty: 3332.694824
	Iteration 4Q: 3 clusters Score -8492023 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -8493396.000000 Penalty: 3332.694824
	Iteration 5Q: 3 clusters Score -8493396 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -8495319.000000 Penalty: 3332.694824
	Iteration 6Q: 3 clusters Score -8495319 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8497918.000000 Penalty: 3332.694824
	Iteration 7F: 3 clusters Score -8497918 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -8501106.000000 Penalty: 3332.694824
	Iteration 8F: 3 clusters Score -8501106 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -8504582.000000 Penalty: 3332.694824
	Iteration 9F: 3 clusters Score -8504582 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -8507807.000000 Penalty: 3332.694824
	Iteration 10F: 3 clusters Score -8507807 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -8510465.000000 Penalty: 3332.694824
	Iteration 11F: 3 clusters Score -8510465 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -8512482.000000 Penalty: 3332.694824
	Iteration 12Q: 3 clusters Score -8512482 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8513841.000000 Penalty: 3332.694824
	Iteration 13Q: 3 clusters Score -8513841 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8514730.000000 Penalty: 3332.694824
	Iteration 14Q: 3 clusters Score -8514730 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8515283.000000 Penalty: 3332.694824
	Iteration 15Q: 3 clusters Score -8515283 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8515644.000000 Penalty: 3332.694824
	Iteration 16Q: 3 clusters Score -8515644 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8515823.000000 Penalty: 3332.694824
	Iteration 17Q: 3 clusters Score -8515823 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8515946.000000 Penalty: 3332.694824
	Iteration 18Q: 3 clusters Score -8515946 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8516051.000000 Penalty: 3332.694824
	Iteration 19Q: 3 clusters Score -8516051 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8516130.000000 Penalty: 3332.694824
	Iteration 20F: 3 clusters Score -8516130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8516182.000000 Penalty: 3332.694824
	Iteration 21Q: 3 clusters Score -8516182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8516207.000000 Penalty: 3332.694824
	Iteration 22Q: 3 clusters Score -8516207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8516261.000000 Penalty: 3332.694824
	Iteration 23Q: 3 clusters Score -8516261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8516284.000000 Penalty: 3332.694824
	Iteration 24Q: 3 clusters Score -8516284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8516308.000000 Penalty: 3332.694824
	Iteration 25Q: 3 clusters Score -8516308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8516322.000000 Penalty: 3332.694824
	Iteration 26Q: 3 clusters Score -8516322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8516341.000000 Penalty: 3332.694824
	Iteration 27Q: 3 clusters Score -8516341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8516342.000000 Penalty: 3332.694824
	Iteration 28Q: 3 clusters Score -8516342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8516349.000000 Penalty: 3332.694824
	Iteration 29Q: 3 clusters Score -8516349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8516358.000000 Penalty: 3332.694824
	Iteration 30Q: 3 clusters Score -8516358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8516359.000000 Penalty: 3332.694824
	Iteration 31Q: 3 clusters Score -8516359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8516366.000000 Penalty: 3332.694824
	Iteration 32Q: 3 clusters Score -8516366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8516379.000000 Penalty: 3332.694824
	Iteration 33Q: 3 clusters Score -8516379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8516370.000000 Penalty: 3332.694824
	Iteration 34Q: 3 clusters Score -8516370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8516380.000000 Penalty: 3332.694824
	Iteration 35Q: 3 clusters Score -8516380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8516385.000000 Penalty: 3332.694824
	Iteration 36Q: 3 clusters Score -8516385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8516382.000000 Penalty: 3332.694824
	Iteration 37Q: 3 clusters Score -8516382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8516372.000000 Penalty: 3332.694824
	Iteration 38Q: 3 clusters Score -8516372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8516382.000000 Penalty: 3332.694824
	Iteration 39Q: 3 clusters Score -8516382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8516380.000000 Penalty: 3332.694824
	Iteration 40F: 3 clusters Score -8516380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1234320.250000 Penalty: 1385.463379
	Iteration 0F: 2 clusters Score -1234320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1226845.500000 Penalty: 2770.926758
	Iteration 0F: 3 clusters Score -1226846 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1229703.875000 Penalty: 2770.926758
	Iteration 1F: 3 clusters Score -1229704 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1230287.750000 Penalty: 2770.926758
	Iteration 2F: 3 clusters Score -1230288 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1230733.500000 Penalty: 2770.926758
	Iteration 3F: 3 clusters Score -1230734 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1231149.125000 Penalty: 2770.926758
	Iteration 4F: 3 clusters Score -1231149 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1231551.000000 Penalty: 2770.926758
	Iteration 5F: 3 clusters Score -1231551 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1231921.625000 Penalty: 2770.926758
	Iteration 6Q: 3 clusters Score -1231922 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1232272.000000 Penalty: 2770.926758
	Iteration 7Q: 3 clusters Score -1232272 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1232556.750000 Penalty: 2770.926758
	Iteration 8Q: 3 clusters Score -1232557 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1232786.125000 Penalty: 2770.926758
	Iteration 9Q: 3 clusters Score -1232786 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1232979.000000 Penalty: 2770.926758
	Iteration 10Q: 3 clusters Score -1232979 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1233094.750000 Penalty: 2770.926758
	Iteration 11Q: 3 clusters Score -1233095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1233173.500000 Penalty: 2770.926758
	Iteration 12Q: 3 clusters Score -1233174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1233218.250000 Penalty: 2770.926758
	Iteration 13Q: 3 clusters Score -1233218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1233261.375000 Penalty: 2770.926758
	Iteration 14Q: 3 clusters Score -1233261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1233294.625000 Penalty: 2770.926758
	Iteration 15Q: 3 clusters Score -1233295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1233317.875000 Penalty: 2770.926758
	Iteration 16Q: 3 clusters Score -1233318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1233334.750000 Penalty: 2770.926758
	Iteration 17Q: 3 clusters Score -1233335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1233345.625000 Penalty: 2770.926758
	Iteration 18Q: 3 clusters Score -1233346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1233366.250000 Penalty: 2770.926758
	Iteration 19Q: 3 clusters Score -1233366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1233376.625000 Penalty: 2770.926758
	Iteration 20F: 3 clusters Score -1233377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1233388.750000 Penalty: 2770.926758
	Iteration 21Q: 3 clusters Score -1233389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1233404.375000 Penalty: 2770.926758
	Iteration 22Q: 3 clusters Score -1233404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1233419.250000 Penalty: 2770.926758
	Iteration 23Q: 3 clusters Score -1233419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1233434.500000 Penalty: 2770.926758
	Iteration 24Q: 3 clusters Score -1233434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1233450.375000 Penalty: 2770.926758
	Iteration 25Q: 3 clusters Score -1233450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1233461.625000 Penalty: 2770.926758
	Iteration 26Q: 3 clusters Score -1233462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1233480.500000 Penalty: 2770.926758
	Iteration 27Q: 3 clusters Score -1233480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1233491.000000 Penalty: 2770.926758
	Iteration 28Q: 3 clusters Score -1233491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1233501.000000 Penalty: 2770.926758
	Iteration 29Q: 3 clusters Score -1233501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1233505.500000 Penalty: 2770.926758
	Iteration 30Q: 3 clusters Score -1233506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1233512.375000 Penalty: 2770.926758
	Iteration 31Q: 3 clusters Score -1233512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1233525.750000 Penalty: 2770.926758
	Iteration 32Q: 3 clusters Score -1233526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1233538.500000 Penalty: 2770.926758
	Iteration 33Q: 3 clusters Score -1233538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1233550.125000 Penalty: 2770.926758
	Iteration 34Q: 3 clusters Score -1233550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1233564.875000 Penalty: 2770.926758
	Iteration 35Q: 3 clusters Score -1233565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1233574.625000 Penalty: 2770.926758
	Iteration 36Q: 3 clusters Score -1233575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1233583.625000 Penalty: 2770.926758
	Iteration 37Q: 3 clusters Score -1233584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1233593.625000 Penalty: 2770.926758
	Iteration 38Q: 3 clusters Score -1233594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1233600.750000 Penalty: 2770.926758
	Iteration 39Q: 3 clusters Score -1233601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1233604.875000 Penalty: 2770.926758
	Iteration 40F: 3 clusters Score -1233605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1233615.000000 Penalty: 2770.926758
	Iteration 41Q: 3 clusters Score -1233615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1233622.750000 Penalty: 2770.926758
	Iteration 42Q: 3 clusters Score -1233623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1233631.750000 Penalty: 2770.926758
	Iteration 43Q: 3 clusters Score -1233632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1233647.875000 Penalty: 2770.926758
	Iteration 44Q: 3 clusters Score -1233648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1233651.500000 Penalty: 2770.926758
	Iteration 45Q: 3 clusters Score -1233652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1233658.250000 Penalty: 2770.926758
	Iteration 46Q: 3 clusters Score -1233658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1233669.000000 Penalty: 2770.926758
	Iteration 47Q: 3 clusters Score -1233669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1233675.000000 Penalty: 2770.926758
	Iteration 48Q: 3 clusters Score -1233675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1233683.750000 Penalty: 2770.926758
	Iteration 49Q: 3 clusters Score -1233684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1233689.500000 Penalty: 2770.926758
	Iteration 50Q: 3 clusters Score -1233690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1233695.375000 Penalty: 2770.926758
	Iteration 51Q: 3 clusters Score -1233695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1233701.500000 Penalty: 2770.926758
	Iteration 52Q: 3 clusters Score -1233702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1233710.500000 Penalty: 2770.926758
	Iteration 53Q: 3 clusters Score -1233710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1233719.125000 Penalty: 2770.926758
	Iteration 54Q: 3 clusters Score -1233719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1233718.625000 Penalty: 2770.926758
	Iteration 55Q: 3 clusters Score -1233719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1233719.000000 Penalty: 2770.926758
	Iteration 56Q: 3 clusters Score -1233719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1233721.875000 Penalty: 2770.926758
	Iteration 57Q: 3 clusters Score -1233722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1233721.875000 Penalty: 2770.926758
	Iteration 58F: 3 clusters Score -1233722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Entering Unmasked Estep 
Score: -1177305.000000 Penalty: 1379.505615
	Iteration 0F: 2 clusters Score -1177305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1170141.875000 Penalty: 2759.011230
	Iteration 0F: 3 clusters Score -1170142 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1172562.875000 Penalty: 2759.011230
	Iteration 1F: 3 clusters Score -1172563 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1172908.250000 Penalty: 2759.011230
	Iteration 2F: 3 clusters Score -1172908 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1173124.625000 Penalty: 2759.011230
	Iteration 3Q: 3 clusters Score -1173125 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1173282.000000 Penalty: 2759.011230
	Iteration 4Q: 3 clusters Score -1173282 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1173440.875000 Penalty: 2759.011230
	Iteration 5Q: 3 clusters Score -1173441 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1173596.875000 Penalty: 2759.011230
	Iteration 6Q: 3 clusters Score -1173597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1173770.000000 Penalty: 2759.011230
	Iteration 7Q: 3 clusters Score -1173770 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1173946.125000 Penalty: 2759.011230
	Iteration 8Q: 3 clusters Score -1173946 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1174130.625000 Penalty: 2759.011230
	Iteration 9Q: 3 clusters Score -1174131 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1174295.875000 Penalty: 2759.011230
	Iteration 10Q: 3 clusters Score -1174296 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1174459.875000 Penalty: 2759.011230
	Iteration 11Q: 3 clusters Score -1174460 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1174654.750000 Penalty: 2759.011230
	Iteration 12Q: 3 clusters Score -1174655 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1174856.375000 Penalty: 2759.011230
	Iteration 13Q: 3 clusters Score -1174856 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1175078.875000 Penalty: 2759.011230
	Iteration 14Q: 3 clusters Score -1175079 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1175277.375000 Penalty: 2759.011230
	Iteration 15Q: 3 clusters Score -1175277 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1175471.625000 Penalty: 2759.011230
	Iteration 16Q: 3 clusters Score -1175472 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1175643.125000 Penalty: 2759.011230
	Iteration 17Q: 3 clusters Score -1175643 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1175800.750000 Penalty: 2759.011230
	Iteration 18Q: 3 clusters Score -1175801 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1175907.250000 Penalty: 2759.011230
	Iteration 19Q: 3 clusters Score -1175907 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1175996.375000 Penalty: 2759.011230
	Iteration 20F: 3 clusters Score -1175996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1176062.250000 Penalty: 2759.011230
	Iteration 21Q: 3 clusters Score -1176062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1176104.875000 Penalty: 2759.011230
	Iteration 22Q: 3 clusters Score -1176105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1176133.625000 Penalty: 2759.011230
	Iteration 23Q: 3 clusters Score -1176134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1176151.000000 Penalty: 2759.011230
	Iteration 24Q: 3 clusters Score -1176151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1176171.000000 Penalty: 2759.011230
	Iteration 25Q: 3 clusters Score -1176171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1176180.750000 Penalty: 2759.011230
	Iteration 26Q: 3 clusters Score -1176181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1176191.375000 Penalty: 2759.011230
	Iteration 27Q: 3 clusters Score -1176191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1176196.875000 Penalty: 2759.011230
	Iteration 28Q: 3 clusters Score -1176197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1176204.625000 Penalty: 2759.011230
	Iteration 29Q: 3 clusters Score -1176205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1176213.625000 Penalty: 2759.011230
	Iteration 30Q: 3 clusters Score -1176214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1176224.125000 Penalty: 2759.011230
	Iteration 31Q: 3 clusters Score -1176224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1176230.375000 Penalty: 2759.011230
	Iteration 32Q: 3 clusters Score -1176230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1176239.000000 Penalty: 2759.011230
	Iteration 33Q: 3 clusters Score -1176239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1176250.000000 Penalty: 2759.011230
	Iteration 34Q: 3 clusters Score -1176250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1176254.625000 Penalty: 2759.011230
	Iteration 35Q: 3 clusters Score -1176255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1176261.000000 Penalty: 2759.011230
	Iteration 36Q: 3 clusters Score -1176261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1176265.250000 Penalty: 2759.011230
	Iteration 37Q: 3 clusters Score -1176265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1176266.750000 Penalty: 2759.011230
	Iteration 38Q: 3 clusters Score -1176267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1176269.875000 Penalty: 2759.011230
	Iteration 39Q: 3 clusters Score -1176270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1176272.250000 Penalty: 2759.011230
	Iteration 40F: 3 clusters Score -1176272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1176271.625000 Penalty: 2759.011230
	Iteration 41Q: 3 clusters Score -1176272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1176274.000000 Penalty: 2759.011230
	Iteration 42Q: 3 clusters Score -1176274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1176273.500000 Penalty: 2759.011230
	Iteration 43Q: 3 clusters Score -1176274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1176275.250000 Penalty: 2759.011230
	Iteration 44Q: 3 clusters Score -1176275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1176275.000000 Penalty: 2759.011230
	Iteration 45Q: 3 clusters Score -1176275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1176275.875000 Penalty: 2759.011230
	Iteration 46Q: 3 clusters Score -1176276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1176275.125000 Penalty: 2759.011230
	Iteration 47Q: 3 clusters Score -1176275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1176276.250000 Penalty: 2759.011230
	Iteration 48Q: 3 clusters Score -1176276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1176274.375000 Penalty: 2759.011230
	Iteration 49Q: 3 clusters Score -1176274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1176274.375000 Penalty: 2759.011230
	Iteration 50Q: 3 clusters Score -1176274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1176279.000000 Penalty: 2759.011230
	Iteration 51Q: 3 clusters Score -1176279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1176281.625000 Penalty: 2759.011230
	Iteration 52Q: 3 clusters Score -1176282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1176281.625000 Penalty: 2759.011230
	Iteration 53Q: 3 clusters Score -1176282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1176284.125000 Penalty: 2759.011230
	Iteration 54Q: 3 clusters Score -1176284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1176282.625000 Penalty: 2759.011230
	Iteration 55Q: 3 clusters Score -1176283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1176286.250000 Penalty: 2759.011230
	Iteration 56Q: 3 clusters Score -1176286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1176286.125000 Penalty: 2759.011230
	Iteration 57Q: 3 clusters Score -1176286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1176286.000000 Penalty: 2759.011230
	Iteration 58Q: 3 clusters Score -1176286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1176286.750000 Penalty: 2759.011230
	Iteration 59Q: 3 clusters Score -1176287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1176288.375000 Penalty: 2759.011230
	Iteration 60F: 3 clusters Score -1176288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1176287.000000 Penalty: 2759.011230
	Iteration 61Q: 3 clusters Score -1176287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1176287.125000 Penalty: 2759.011230
	Iteration 62Q: 3 clusters Score -1176287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1176287.625000 Penalty: 2759.011230
	Iteration 63Q: 3 clusters Score -1176288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1176290.625000 Penalty: 2759.011230
	Iteration 64Q: 3 clusters Score -1176291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1176289.500000 Penalty: 2759.011230
	Iteration 65Q: 3 clusters Score -1176290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1176290.375000 Penalty: 2759.011230
	Iteration 66Q: 3 clusters Score -1176290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1176289.000000 Penalty: 2759.011230
	Iteration 67Q: 3 clusters Score -1176289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1176288.375000 Penalty: 2759.011230
	Iteration 68Q: 3 clusters Score -1176288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1176290.750000 Penalty: 2759.011230
	Iteration 69Q: 3 clusters Score -1176291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1176291.125000 Penalty: 2759.011230
	Iteration 70Q: 3 clusters Score -1176291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1176291.000000 Penalty: 2759.011230
	Iteration 71Q: 3 clusters Score -1176291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1176292.250000 Penalty: 2759.011230
	Iteration 72Q: 3 clusters Score -1176292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1176293.000000 Penalty: 2759.011230
	Iteration 73Q: 3 clusters Score -1176293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1176292.625000 Penalty: 2759.011230
	Iteration 74Q: 3 clusters Score -1176293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1176293.750000 Penalty: 2759.011230
	Iteration 75Q: 3 clusters Score -1176294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1176294.250000 Penalty: 2759.011230
	Iteration 76Q: 3 clusters Score -1176294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1176296.750000 Penalty: 2759.011230
	Iteration 77Q: 3 clusters Score -1176297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1176298.500000 Penalty: 2759.011230
	Iteration 78Q: 3 clusters Score -1176298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1176297.875000 Penalty: 2759.011230
	Iteration 79Q: 3 clusters Score -1176298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1176295.500000 Penalty: 2759.011230
	Iteration 80F: 3 clusters Score -1176296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1176295.500000 Penalty: 2759.011230
	Iteration 81Q: 3 clusters Score -1176296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1176298.125000 Penalty: 2759.011230
	Iteration 82Q: 3 clusters Score -1176298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1176298.375000 Penalty: 2759.011230
	Iteration 83Q: 3 clusters Score -1176298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1176302.375000 Penalty: 2759.011230
	Iteration 84Q: 3 clusters Score -1176302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1176300.125000 Penalty: 2759.011230
	Iteration 85Q: 3 clusters Score -1176300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1176300.125000 Penalty: 2759.011230
	Iteration 86Q: 3 clusters Score -1176300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1176301.750000 Penalty: 2759.011230
	Iteration 87Q: 3 clusters Score -1176302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1176301.750000 Penalty: 2759.011230
	Iteration 88F: 3 clusters Score -1176302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -158061.953125 Penalty: 1099.842651
	Iteration 0F: 2 clusters Score -158062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -156440.421875 Penalty: 2199.685303
	Iteration 0F: 3 clusters Score -156440.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -156778.640625 Penalty: 2199.685303
	Iteration 1F: 3 clusters Score -156778.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156879.609375 Penalty: 2199.685303
	Iteration 2F: 3 clusters Score -156879.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156958.343750 Penalty: 2199.685303
	Iteration 3Q: 3 clusters Score -156958.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157030.640625 Penalty: 2199.685303
	Iteration 4Q: 3 clusters Score -157030.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -157081.093750 Penalty: 2199.685303
	Iteration 5Q: 3 clusters Score -157081.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157117.843750 Penalty: 2199.685303
	Iteration 6Q: 3 clusters Score -157117.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157145.125000 Penalty: 2199.685303
	Iteration 7Q: 3 clusters Score -157145.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -157164.046875 Penalty: 2199.685303
	Iteration 8Q: 3 clusters Score -157164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157171.125000 Penalty: 2199.685303
	Iteration 9Q: 3 clusters Score -157171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157178.781250 Penalty: 2199.685303
	Iteration 10Q: 3 clusters Score -157178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157192.515625 Penalty: 2199.685303
	Iteration 11Q: 3 clusters Score -157192.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -157203.234375 Penalty: 2199.685303
	Iteration 12Q: 3 clusters Score -157203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157211.843750 Penalty: 2199.685303
	Iteration 13Q: 3 clusters Score -157211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157223.250000 Penalty: 2199.685303
	Iteration 14Q: 3 clusters Score -157223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157241.531250 Penalty: 2199.685303
	Iteration 15Q: 3 clusters Score -157241.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157257.156250 Penalty: 2199.685303
	Iteration 16Q: 3 clusters Score -157257.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157267.625000 Penalty: 2199.685303
	Iteration 17Q: 3 clusters Score -157267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157279.140625 Penalty: 2199.685303
	Iteration 18Q: 3 clusters Score -157279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157290.593750 Penalty: 2199.685303
	Iteration 19Q: 3 clusters Score -157290.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157306.203125 Penalty: 2199.685303
	Iteration 20F: 3 clusters Score -157306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157313.515625 Penalty: 2199.685303
	Iteration 21Q: 3 clusters Score -157313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -157318.046875 Penalty: 2199.685303
	Iteration 22Q: 3 clusters Score -157318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157320.250000 Penalty: 2199.685303
	Iteration 23Q: 3 clusters Score -157320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157323.171875 Penalty: 2199.685303
	Iteration 24Q: 3 clusters Score -157323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -157325.328125 Penalty: 2199.685303
	Iteration 25Q: 3 clusters Score -157325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157328.421875 Penalty: 2199.685303
	Iteration 26Q: 3 clusters Score -157328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157331.078125 Penalty: 2199.685303
	Iteration 27Q: 3 clusters Score -157331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -157334.359375 Penalty: 2199.685303
	Iteration 28Q: 3 clusters Score -157334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157338.453125 Penalty: 2199.685303
	Iteration 29Q: 3 clusters Score -157338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -157341.906250 Penalty: 2199.685303
	Iteration 30Q: 3 clusters Score -157341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -157343.671875 Penalty: 2199.685303
	Iteration 31Q: 3 clusters Score -157343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157344.812500 Penalty: 2199.685303
	Iteration 32Q: 3 clusters Score -157344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157345.671875 Penalty: 2199.685303
	Iteration 33Q: 3 clusters Score -157345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157346.109375 Penalty: 2199.685303
	Iteration 34Q: 3 clusters Score -157346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157346.109375 Penalty: 2199.685303
	Iteration 35F: 3 clusters Score -157346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Entering Unmasked Estep 
Score: -3784992.750000 Penalty: 1545.286133
	Iteration 0F: 2 clusters Score -3784993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3763864.500000 Penalty: 3090.572266
	Iteration 0F: 3 clusters Score -3763864 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3772001.250000 Penalty: 3090.572266
	Iteration 1F: 3 clusters Score -3772001 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3772456.500000 Penalty: 3090.572266
	Iteration 2Q: 3 clusters Score -3772456 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3772817.250000 Penalty: 3090.572266
	Iteration 3Q: 3 clusters Score -3772817 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3773141.000000 Penalty: 3090.572266
	Iteration 4Q: 3 clusters Score -3773141 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3773488.500000 Penalty: 3090.572266
	Iteration 5Q: 3 clusters Score -3773488 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3773875.250000 Penalty: 3090.572266
	Iteration 6Q: 3 clusters Score -3773875 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3774416.250000 Penalty: 3090.572266
	Iteration 7Q: 3 clusters Score -3774416 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3775240.000000 Penalty: 3090.572266
	Iteration 8Q: 3 clusters Score -3775240 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3776371.000000 Penalty: 3090.572266
	Iteration 9F: 3 clusters Score -3776371 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3777861.000000 Penalty: 3090.572266
	Iteration 10F: 3 clusters Score -3777861 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3779713.750000 Penalty: 3090.572266
	Iteration 11F: 3 clusters Score -3779714 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3781379.000000 Penalty: 3090.572266
	Iteration 12F: 3 clusters Score -3781379 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3782548.750000 Penalty: 3090.572266
	Iteration 13Q: 3 clusters Score -3782549 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3783235.250000 Penalty: 3090.572266
	Iteration 14Q: 3 clusters Score -3783235 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3783519.000000 Penalty: 3090.572266
	Iteration 15Q: 3 clusters Score -3783519 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3783635.750000 Penalty: 3090.572266
	Iteration 16Q: 3 clusters Score -3783636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3783697.000000 Penalty: 3090.572266
	Iteration 17Q: 3 clusters Score -3783697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3783714.500000 Penalty: 3090.572266
	Iteration 18Q: 3 clusters Score -3783714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -3783738.750000 Penalty: 3090.572266
	Iteration 19Q: 3 clusters Score -3783739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -3783752.750000 Penalty: 3090.572266
	Iteration 20F: 3 clusters Score -3783753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3783766.500000 Penalty: 3090.572266
	Iteration 21Q: 3 clusters Score -3783766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3783772.250000 Penalty: 3090.572266
	Iteration 22Q: 3 clusters Score -3783772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3783780.000000 Penalty: 3090.572266
	Iteration 23Q: 3 clusters Score -3783780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3783786.250000 Penalty: 3090.572266
	Iteration 24Q: 3 clusters Score -3783786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3783789.250000 Penalty: 3090.572266
	Iteration 25Q: 3 clusters Score -3783789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3783787.500000 Penalty: 3090.572266
	Iteration 26Q: 3 clusters Score -3783788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3783793.000000 Penalty: 3090.572266
	Iteration 27Q: 3 clusters Score -3783793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3783793.000000 Penalty: 3090.572266
	Iteration 28F: 3 clusters Score -3783793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -440553.156250 Penalty: 1236.479980
	Iteration 0F: 2 clusters Score -440553.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -437430.281250 Penalty: 2472.959961
	Iteration 0F: 3 clusters Score -437430.3 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -438328.281250 Penalty: 2472.959961
	Iteration 1F: 3 clusters Score -438328.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -438541.250000 Penalty: 2472.959961
	Iteration 2F: 3 clusters Score -438541.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -438661.250000 Penalty: 2472.959961
	Iteration 3F: 3 clusters Score -438661.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -438752.593750 Penalty: 2472.959961
	Iteration 4Q: 3 clusters Score -438752.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -438817.968750 Penalty: 2472.959961
	Iteration 5Q: 3 clusters Score -438818 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -438864.468750 Penalty: 2472.959961
	Iteration 6Q: 3 clusters Score -438864.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -438905.625000 Penalty: 2472.959961
	Iteration 7Q: 3 clusters Score -438905.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -438949.125000 Penalty: 2472.959961
	Iteration 8Q: 3 clusters Score -438949.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -438987.500000 Penalty: 2472.959961
	Iteration 9Q: 3 clusters Score -438987.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -439012.812500 Penalty: 2472.959961
	Iteration 10Q: 3 clusters Score -439012.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -439045.625000 Penalty: 2472.959961
	Iteration 11Q: 3 clusters Score -439045.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -439078.343750 Penalty: 2472.959961
	Iteration 12Q: 3 clusters Score -439078.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -439111.593750 Penalty: 2472.959961
	Iteration 13Q: 3 clusters Score -439111.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -439138.000000 Penalty: 2472.959961
	Iteration 14Q: 3 clusters Score -439138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -439159.156250 Penalty: 2472.959961
	Iteration 15Q: 3 clusters Score -439159.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -439185.937500 Penalty: 2472.959961
	Iteration 16Q: 3 clusters Score -439185.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -439214.062500 Penalty: 2472.959961
	Iteration 17Q: 3 clusters Score -439214.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -439236.843750 Penalty: 2472.959961
	Iteration 18Q: 3 clusters Score -439236.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -439262.750000 Penalty: 2472.959961
	Iteration 19Q: 3 clusters Score -439262.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -439290.343750 Penalty: 2472.959961
	Iteration 20F: 3 clusters Score -439290.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -439313.375000 Penalty: 2472.959961
	Iteration 21Q: 3 clusters Score -439313.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -439334.062500 Penalty: 2472.959961
	Iteration 22Q: 3 clusters Score -439334.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -439355.906250 Penalty: 2472.959961
	Iteration 23Q: 3 clusters Score -439355.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -439373.343750 Penalty: 2472.959961
	Iteration 24Q: 3 clusters Score -439373.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -439383.031250 Penalty: 2472.959961
	Iteration 25Q: 3 clusters Score -439383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -439389.906250 Penalty: 2472.959961
	Iteration 26Q: 3 clusters Score -439389.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -439397.625000 Penalty: 2472.959961
	Iteration 27Q: 3 clusters Score -439397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -439405.593750 Penalty: 2472.959961
	Iteration 28Q: 3 clusters Score -439405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -439413.156250 Penalty: 2472.959961
	Iteration 29Q: 3 clusters Score -439413.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -439420.875000 Penalty: 2472.959961
	Iteration 30Q: 3 clusters Score -439420.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -439431.187500 Penalty: 2472.959961
	Iteration 31Q: 3 clusters Score -439431.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -439438.406250 Penalty: 2472.959961
	Iteration 32Q: 3 clusters Score -439438.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -439448.718750 Penalty: 2472.959961
	Iteration 33Q: 3 clusters Score -439448.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -439457.937500 Penalty: 2472.959961
	Iteration 34Q: 3 clusters Score -439457.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -439465.625000 Penalty: 2472.959961
	Iteration 35Q: 3 clusters Score -439465.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -439477.031250 Penalty: 2472.959961
	Iteration 36Q: 3 clusters Score -439477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -439485.218750 Penalty: 2472.959961
	Iteration 37Q: 3 clusters Score -439485.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -439489.750000 Penalty: 2472.959961
	Iteration 38Q: 3 clusters Score -439489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -439494.375000 Penalty: 2472.959961
	Iteration 39Q: 3 clusters Score -439494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -439495.250000 Penalty: 2472.959961
	Iteration 40F: 3 clusters Score -439495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -439499.125000 Penalty: 2472.959961
	Iteration 41Q: 3 clusters Score -439499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -439500.875000 Penalty: 2472.959961
	Iteration 42Q: 3 clusters Score -439500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -439500.500000 Penalty: 2472.959961
	Iteration 43Q: 3 clusters Score -439500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -439500.500000 Penalty: 2472.959961
	Iteration 44F: 3 clusters Score -439500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -954798.750000 Penalty: 1339.784912
	Iteration 0F: 2 clusters Score -954798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -949202.875000 Penalty: 2679.569824
	Iteration 0F: 3 clusters Score -949202.9 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -950954.687500 Penalty: 2679.569824
	Iteration 1F: 3 clusters Score -950954.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -951211.812500 Penalty: 2679.569824
	Iteration 2F: 3 clusters Score -951211.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -951423.875000 Penalty: 2679.569824
	Iteration 3F: 3 clusters Score -951423.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -951608.687500 Penalty: 2679.569824
	Iteration 4Q: 3 clusters Score -951608.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -951771.687500 Penalty: 2679.569824
	Iteration 5Q: 3 clusters Score -951771.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -951944.750000 Penalty: 2679.569824
	Iteration 6Q: 3 clusters Score -951944.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -952139.187500 Penalty: 2679.569824
	Iteration 7Q: 3 clusters Score -952139.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -952393.375000 Penalty: 2679.569824
	Iteration 8Q: 3 clusters Score -952393.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -952681.437500 Penalty: 2679.569824
	Iteration 9Q: 3 clusters Score -952681.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -952942.062500 Penalty: 2679.569824
	Iteration 10Q: 3 clusters Score -952942.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -953184.312500 Penalty: 2679.569824
	Iteration 11Q: 3 clusters Score -953184.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -953387.062500 Penalty: 2679.569824
	Iteration 12Q: 3 clusters Score -953387.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -953540.312500 Penalty: 2679.569824
	Iteration 13Q: 3 clusters Score -953540.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -953648.375000 Penalty: 2679.569824
	Iteration 14Q: 3 clusters Score -953648.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -953725.875000 Penalty: 2679.569824
	Iteration 15Q: 3 clusters Score -953725.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -953780.437500 Penalty: 2679.569824
	Iteration 16Q: 3 clusters Score -953780.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -953808.812500 Penalty: 2679.569824
	Iteration 17Q: 3 clusters Score -953808.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -953842.687500 Penalty: 2679.569824
	Iteration 18Q: 3 clusters Score -953842.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -953872.937500 Penalty: 2679.569824
	Iteration 19Q: 3 clusters Score -953872.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -953891.812500 Penalty: 2679.569824
	Iteration 20F: 3 clusters Score -953891.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -953918.750000 Penalty: 2679.569824
	Iteration 21Q: 3 clusters Score -953918.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -953938.437500 Penalty: 2679.569824
	Iteration 22Q: 3 clusters Score -953938.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -953954.375000 Penalty: 2679.569824
	Iteration 23Q: 3 clusters Score -953954.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -953963.125000 Penalty: 2679.569824
	Iteration 24Q: 3 clusters Score -953963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -953970.500000 Penalty: 2679.569824
	Iteration 25Q: 3 clusters Score -953970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -953977.937500 Penalty: 2679.569824
	Iteration 26Q: 3 clusters Score -953977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -953983.562500 Penalty: 2679.569824
	Iteration 27Q: 3 clusters Score -953983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -953993.187500 Penalty: 2679.569824
	Iteration 28Q: 3 clusters Score -953993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -953997.562500 Penalty: 2679.569824
	Iteration 29Q: 3 clusters Score -953997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -954008.000000 Penalty: 2679.569824
	Iteration 30Q: 3 clusters Score -954008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -954016.625000 Penalty: 2679.569824
	Iteration 31Q: 3 clusters Score -954016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -954019.000000 Penalty: 2679.569824
	Iteration 32Q: 3 clusters Score -954019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -954019.125000 Penalty: 2679.569824
	Iteration 33Q: 3 clusters Score -954019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -954019.562500 Penalty: 2679.569824
	Iteration 34Q: 3 clusters Score -954019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -954020.750000 Penalty: 2679.569824
	Iteration 35Q: 3 clusters Score -954020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -954020.750000 Penalty: 2679.569824
	Iteration 36F: 3 clusters Score -954020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Entering Unmasked Estep 
Score: -927874.500000 Penalty: 1340.332764
	Iteration 0F: 2 clusters Score -927874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -922228.125000 Penalty: 2680.665527
	Iteration 0F: 3 clusters Score -922228.1 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -923983.875000 Penalty: 2680.665527
	Iteration 1F: 3 clusters Score -923983.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -924225.937500 Penalty: 2680.665527
	Iteration 2F: 3 clusters Score -924225.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -924407.250000 Penalty: 2680.665527
	Iteration 3Q: 3 clusters Score -924407.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -924536.562500 Penalty: 2680.665527
	Iteration 4Q: 3 clusters Score -924536.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -924644.937500 Penalty: 2680.665527
	Iteration 5Q: 3 clusters Score -924644.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -924740.562500 Penalty: 2680.665527
	Iteration 6Q: 3 clusters Score -924740.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -924824.375000 Penalty: 2680.665527
	Iteration 7Q: 3 clusters Score -924824.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -924926.937500 Penalty: 2680.665527
	Iteration 8Q: 3 clusters Score -924926.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -925036.687500 Penalty: 2680.665527
	Iteration 9Q: 3 clusters Score -925036.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -925158.812500 Penalty: 2680.665527
	Iteration 10Q: 3 clusters Score -925158.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -925280.562500 Penalty: 2680.665527
	Iteration 11Q: 3 clusters Score -925280.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -925415.062500 Penalty: 2680.665527
	Iteration 12Q: 3 clusters Score -925415.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -925580.000000 Penalty: 2680.665527
	Iteration 13Q: 3 clusters Score -925580 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -925780.437500 Penalty: 2680.665527
	Iteration 14Q: 3 clusters Score -925780.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -926010.062500 Penalty: 2680.665527
	Iteration 15Q: 3 clusters Score -926010.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -926226.875000 Penalty: 2680.665527
	Iteration 16Q: 3 clusters Score -926226.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -926378.375000 Penalty: 2680.665527
	Iteration 17Q: 3 clusters Score -926378.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -926491.062500 Penalty: 2680.665527
	Iteration 18Q: 3 clusters Score -926491.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -926559.812500 Penalty: 2680.665527
	Iteration 19Q: 3 clusters Score -926559.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -926616.312500 Penalty: 2680.665527
	Iteration 20F: 3 clusters Score -926616.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -926663.250000 Penalty: 2680.665527
	Iteration 21Q: 3 clusters Score -926663.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -926699.812500 Penalty: 2680.665527
	Iteration 22Q: 3 clusters Score -926699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -926720.500000 Penalty: 2680.665527
	Iteration 23Q: 3 clusters Score -926720.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -926745.625000 Penalty: 2680.665527
	Iteration 24Q: 3 clusters Score -926745.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -926753.562500 Penalty: 2680.665527
	Iteration 25Q: 3 clusters Score -926753.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -926762.812500 Penalty: 2680.665527
	Iteration 26Q: 3 clusters Score -926762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -926776.000000 Penalty: 2680.665527
	Iteration 27Q: 3 clusters Score -926776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -926779.125000 Penalty: 2680.665527
	Iteration 28Q: 3 clusters Score -926779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -926789.125000 Penalty: 2680.665527
	Iteration 29Q: 3 clusters Score -926789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -926795.437500 Penalty: 2680.665527
	Iteration 30Q: 3 clusters Score -926795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -926800.000000 Penalty: 2680.665527
	Iteration 31Q: 3 clusters Score -926800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -926803.625000 Penalty: 2680.665527
	Iteration 32Q: 3 clusters Score -926803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -926806.312500 Penalty: 2680.665527
	Iteration 33Q: 3 clusters Score -926806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -926812.562500 Penalty: 2680.665527
	Iteration 34Q: 3 clusters Score -926812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -926819.625000 Penalty: 2680.665527
	Iteration 35Q: 3 clusters Score -926819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -926821.312500 Penalty: 2680.665527
	Iteration 36Q: 3 clusters Score -926821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -926821.312500 Penalty: 2680.665527
	Iteration 37F: 3 clusters Score -926821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Entering Unmasked Estep 
Score: -3045631.000000 Penalty: 1521.295166
	Iteration 0F: 2 clusters Score -3045631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3027754.750000 Penalty: 3042.590332
	Iteration 0F: 3 clusters Score -3027755 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3034399.750000 Penalty: 3042.590332
	Iteration 1F: 3 clusters Score -3034400 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3034888.000000 Penalty: 3042.590332
	Iteration 2F: 3 clusters Score -3034888 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3035381.250000 Penalty: 3042.590332
	Iteration 3Q: 3 clusters Score -3035381 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3035894.000000 Penalty: 3042.590332
	Iteration 4Q: 3 clusters Score -3035894 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3036493.250000 Penalty: 3042.590332
	Iteration 5Q: 3 clusters Score -3036493 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3037192.750000 Penalty: 3042.590332
	Iteration 6Q: 3 clusters Score -3037193 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3038088.500000 Penalty: 3042.590332
	Iteration 7F: 3 clusters Score -3038088 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3039131.750000 Penalty: 3042.590332
	Iteration 8F: 3 clusters Score -3039132 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3040338.500000 Penalty: 3042.590332
	Iteration 9F: 3 clusters Score -3040338 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3041501.500000 Penalty: 3042.590332
	Iteration 10F: 3 clusters Score -3041502 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3042504.500000 Penalty: 3042.590332
	Iteration 11Q: 3 clusters Score -3042504 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3043236.000000 Penalty: 3042.590332
	Iteration 12Q: 3 clusters Score -3043236 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3043776.500000 Penalty: 3042.590332
	Iteration 13Q: 3 clusters Score -3043776 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3044094.750000 Penalty: 3042.590332
	Iteration 14Q: 3 clusters Score -3044095 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3044355.750000 Penalty: 3042.590332
	Iteration 15Q: 3 clusters Score -3044356 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3044548.500000 Penalty: 3042.590332
	Iteration 16Q: 3 clusters Score -3044548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3044670.500000 Penalty: 3042.590332
	Iteration 17Q: 3 clusters Score -3044670 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3044762.000000 Penalty: 3042.590332
	Iteration 18Q: 3 clusters Score -3044762 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3044839.750000 Penalty: 3042.590332
	Iteration 19Q: 3 clusters Score -3044840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3044871.500000 Penalty: 3042.590332
	Iteration 20F: 3 clusters Score -3044872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3044907.500000 Penalty: 3042.590332
	Iteration 21Q: 3 clusters Score -3044908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3044937.000000 Penalty: 3042.590332
	Iteration 22Q: 3 clusters Score -3044937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3044966.000000 Penalty: 3042.590332
	Iteration 23Q: 3 clusters Score -3044966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3044961.750000 Penalty: 3042.590332
	Iteration 24Q: 3 clusters Score -3044962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3044974.250000 Penalty: 3042.590332
	Iteration 25Q: 3 clusters Score -3044974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3044981.500000 Penalty: 3042.590332
	Iteration 26Q: 3 clusters Score -3044982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3044983.500000 Penalty: 3042.590332
	Iteration 27Q: 3 clusters Score -3044984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3044982.250000 Penalty: 3042.590332
	Iteration 28Q: 3 clusters Score -3044982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3044988.500000 Penalty: 3042.590332
	Iteration 29Q: 3 clusters Score -3044988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3044987.500000 Penalty: 3042.590332
	Iteration 30Q: 3 clusters Score -3044988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3044993.000000 Penalty: 3042.590332
	Iteration 31Q: 3 clusters Score -3044993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3044993.750000 Penalty: 3042.590332
	Iteration 32Q: 3 clusters Score -3044994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3044993.250000 Penalty: 3042.590332
	Iteration 33Q: 3 clusters Score -3044993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3045000.250000 Penalty: 3042.590332
	Iteration 34Q: 3 clusters Score -3045000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3045004.000000 Penalty: 3042.590332
	Iteration 35Q: 3 clusters Score -3045004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3045003.250000 Penalty: 3042.590332
	Iteration 36Q: 3 clusters Score -3045003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3045006.750000 Penalty: 3042.590332
	Iteration 37Q: 3 clusters Score -3045007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3045006.000000 Penalty: 3042.590332
	Iteration 38Q: 3 clusters Score -3045006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3045001.500000 Penalty: 3042.590332
	Iteration 39Q: 3 clusters Score -3045002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3045003.000000 Penalty: 3042.590332
	Iteration 40F: 3 clusters Score -3045003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3045001.750000 Penalty: 3042.590332
	Iteration 41Q: 3 clusters Score -3045002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3044999.750000 Penalty: 3042.590332
	Iteration 42Q: 3 clusters Score -3045000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3045004.000000 Penalty: 3042.590332
	Iteration 43Q: 3 clusters Score -3045004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3045004.000000 Penalty: 3042.590332
	Iteration 44F: 3 clusters Score -3045004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -781116.437500 Penalty: 1329.584106
	Iteration 0F: 2 clusters Score -781116.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -775822.437500 Penalty: 2659.168213
	Iteration 0F: 3 clusters Score -775822.4 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -777547.187500 Penalty: 2659.168213
	Iteration 1F: 3 clusters Score -777547.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -777874.750000 Penalty: 2659.168213
	Iteration 2F: 3 clusters Score -777874.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -778132.000000 Penalty: 2659.168213
	Iteration 3F: 3 clusters Score -778132 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -778372.250000 Penalty: 2659.168213
	Iteration 4Q: 3 clusters Score -778372.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -778615.750000 Penalty: 2659.168213
	Iteration 5Q: 3 clusters Score -778615.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -778877.062500 Penalty: 2659.168213
	Iteration 6Q: 3 clusters Score -778877.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -779158.500000 Penalty: 2659.168213
	Iteration 7Q: 3 clusters Score -779158.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -779479.500000 Penalty: 2659.168213
	Iteration 8F: 3 clusters Score -779479.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -779823.750000 Penalty: 2659.168213
	Iteration 9F: 3 clusters Score -779823.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -780104.500000 Penalty: 2659.168213
	Iteration 10Q: 3 clusters Score -780104.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -780314.000000 Penalty: 2659.168213
	Iteration 11Q: 3 clusters Score -780314 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -780476.000000 Penalty: 2659.168213
	Iteration 12Q: 3 clusters Score -780476 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -780580.000000 Penalty: 2659.168213
	Iteration 13Q: 3 clusters Score -780580 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -780656.687500 Penalty: 2659.168213
	Iteration 14Q: 3 clusters Score -780656.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -780703.000000 Penalty: 2659.168213
	Iteration 15Q: 3 clusters Score -780703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -780742.187500 Penalty: 2659.168213
	Iteration 16Q: 3 clusters Score -780742.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -780766.500000 Penalty: 2659.168213
	Iteration 17Q: 3 clusters Score -780766.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -780789.812500 Penalty: 2659.168213
	Iteration 18Q: 3 clusters Score -780789.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -780799.437500 Penalty: 2659.168213
	Iteration 19Q: 3 clusters Score -780799.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -780807.375000 Penalty: 2659.168213
	Iteration 20F: 3 clusters Score -780807.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -780811.250000 Penalty: 2659.168213
	Iteration 21Q: 3 clusters Score -780811.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -780815.125000 Penalty: 2659.168213
	Iteration 22Q: 3 clusters Score -780815.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -780822.062500 Penalty: 2659.168213
	Iteration 23Q: 3 clusters Score -780822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -780824.062500 Penalty: 2659.168213
	Iteration 24Q: 3 clusters Score -780824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -780827.437500 Penalty: 2659.168213
	Iteration 25Q: 3 clusters Score -780827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -780832.000000 Penalty: 2659.168213
	Iteration 26Q: 3 clusters Score -780832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -780834.062500 Penalty: 2659.168213
	Iteration 27Q: 3 clusters Score -780834.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -780838.750000 Penalty: 2659.168213
	Iteration 28Q: 3 clusters Score -780838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -780841.875000 Penalty: 2659.168213
	Iteration 29Q: 3 clusters Score -780841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -780843.437500 Penalty: 2659.168213
	Iteration 30Q: 3 clusters Score -780843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -780844.187500 Penalty: 2659.168213
	Iteration 31Q: 3 clusters Score -780844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -780846.000000 Penalty: 2659.168213
	Iteration 32Q: 3 clusters Score -780846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -780848.375000 Penalty: 2659.168213
	Iteration 33Q: 3 clusters Score -780848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -780852.500000 Penalty: 2659.168213
	Iteration 34Q: 3 clusters Score -780852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -780854.000000 Penalty: 2659.168213
	Iteration 35Q: 3 clusters Score -780854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -780853.375000 Penalty: 2659.168213
	Iteration 36Q: 3 clusters Score -780853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -780854.500000 Penalty: 2659.168213
	Iteration 37Q: 3 clusters Score -780854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -780853.500000 Penalty: 2659.168213
	Iteration 38Q: 3 clusters Score -780853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -780853.625000 Penalty: 2659.168213
	Iteration 39Q: 3 clusters Score -780853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -780855.875000 Penalty: 2659.168213
	Iteration 40F: 3 clusters Score -780855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -780855.000000 Penalty: 2659.168213
	Iteration 41Q: 3 clusters Score -780855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -780855.875000 Penalty: 2659.168213
	Iteration 42Q: 3 clusters Score -780855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -780857.062500 Penalty: 2659.168213
	Iteration 43Q: 3 clusters Score -780857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -780856.937500 Penalty: 2659.168213
	Iteration 44Q: 3 clusters Score -780856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -780858.937500 Penalty: 2659.168213
	Iteration 45Q: 3 clusters Score -780858.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -780860.187500 Penalty: 2659.168213
	Iteration 46Q: 3 clusters Score -780860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -780863.500000 Penalty: 2659.168213
	Iteration 47Q: 3 clusters Score -780863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -780865.000000 Penalty: 2659.168213
	Iteration 48Q: 3 clusters Score -780865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -780866.437500 Penalty: 2659.168213
	Iteration 49Q: 3 clusters Score -780866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -780868.750000 Penalty: 2659.168213
	Iteration 50Q: 3 clusters Score -780868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -780867.562500 Penalty: 2659.168213
	Iteration 51Q: 3 clusters Score -780867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -780869.062500 Penalty: 2659.168213
	Iteration 52Q: 3 clusters Score -780869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -780867.687500 Penalty: 2659.168213
	Iteration 53Q: 3 clusters Score -780867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -780869.625000 Penalty: 2659.168213
	Iteration 54Q: 3 clusters Score -780869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -780872.875000 Penalty: 2659.168213
	Iteration 55Q: 3 clusters Score -780872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -780874.125000 Penalty: 2659.168213
	Iteration 56Q: 3 clusters Score -780874.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -780876.500000 Penalty: 2659.168213
	Iteration 57Q: 3 clusters Score -780876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -780875.687500 Penalty: 2659.168213
	Iteration 58Q: 3 clusters Score -780875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -780876.375000 Penalty: 2659.168213
	Iteration 59Q: 3 clusters Score -780876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -780881.812500 Penalty: 2659.168213
	Iteration 60F: 3 clusters Score -780881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -780881.375000 Penalty: 2659.168213
	Iteration 61Q: 3 clusters Score -780881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -780883.062500 Penalty: 2659.168213
	Iteration 62Q: 3 clusters Score -780883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -780882.500000 Penalty: 2659.168213
	Iteration 63Q: 3 clusters Score -780882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -780884.750000 Penalty: 2659.168213
	Iteration 64Q: 3 clusters Score -780884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -780886.125000 Penalty: 2659.168213
	Iteration 65Q: 3 clusters Score -780886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -780886.812500 Penalty: 2659.168213
	Iteration 66Q: 3 clusters Score -780886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -780888.125000 Penalty: 2659.168213
	Iteration 67Q: 3 clusters Score -780888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -780887.562500 Penalty: 2659.168213
	Iteration 68Q: 3 clusters Score -780887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -780889.062500 Penalty: 2659.168213
	Iteration 69Q: 3 clusters Score -780889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -780888.937500 Penalty: 2659.168213
	Iteration 70Q: 3 clusters Score -780888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -780890.125000 Penalty: 2659.168213
	Iteration 71Q: 3 clusters Score -780890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -780889.875000 Penalty: 2659.168213
	Iteration 72Q: 3 clusters Score -780889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -780891.812500 Penalty: 2659.168213
	Iteration 73Q: 3 clusters Score -780891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -780891.625000 Penalty: 2659.168213
	Iteration 74Q: 3 clusters Score -780891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -780892.437500 Penalty: 2659.168213
	Iteration 75Q: 3 clusters Score -780892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -780894.375000 Penalty: 2659.168213
	Iteration 76Q: 3 clusters Score -780894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -780894.312500 Penalty: 2659.168213
	Iteration 77Q: 3 clusters Score -780894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -780893.750000 Penalty: 2659.168213
	Iteration 78Q: 3 clusters Score -780893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -780894.875000 Penalty: 2659.168213
	Iteration 79Q: 3 clusters Score -780894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -780895.562500 Penalty: 2659.168213
	Iteration 80F: 3 clusters Score -780895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -780895.750000 Penalty: 2659.168213
	Iteration 81Q: 3 clusters Score -780895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -780894.875000 Penalty: 2659.168213
	Iteration 82Q: 3 clusters Score -780894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -780894.750000 Penalty: 2659.168213
	Iteration 83Q: 3 clusters Score -780894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -780896.750000 Penalty: 2659.168213
	Iteration 84Q: 3 clusters Score -780896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -780896.750000 Penalty: 2659.168213
	Iteration 85F: 3 clusters Score -780896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -47742.750000 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -47742.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46839.937500 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -46839.94 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47079.789062 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -47079.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47149.285156 Penalty: 1874.567383
	Iteration 2Q: 3 clusters Score -47149.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47189.816406 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -47189.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47198.589844 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -47198.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47207.066406 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -47207.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47210.199219 Penalty: 1874.567383
	Iteration 6Q: 3 clusters Score -47210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47214.941406 Penalty: 1874.567383
	Iteration 7Q: 3 clusters Score -47214.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47226.824219 Penalty: 1874.567383
	Iteration 8Q: 3 clusters Score -47226.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47231.386719 Penalty: 1874.567383
	Iteration 9Q: 3 clusters Score -47231.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47233.664062 Penalty: 1874.567383
	Iteration 10Q: 3 clusters Score -47233.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47241.132812 Penalty: 1874.567383
	Iteration 11Q: 3 clusters Score -47241.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47245.648438 Penalty: 1874.567383
	Iteration 12Q: 3 clusters Score -47245.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47248.074219 Penalty: 1874.567383
	Iteration 13Q: 3 clusters Score -47248.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47248.074219 Penalty: 1874.567383
	Iteration 14F: 3 clusters Score -47248.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -913191.062500 Penalty: 1340.277954
	Iteration 0F: 2 clusters Score -913191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -907498.562500 Penalty: 2680.555908
	Iteration 0F: 3 clusters Score -907498.6 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -909227.312500 Penalty: 2680.555908
	Iteration 1F: 3 clusters Score -909227.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -909502.312500 Penalty: 2680.555908
	Iteration 2F: 3 clusters Score -909502.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -909680.625000 Penalty: 2680.555908
	Iteration 3F: 3 clusters Score -909680.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -909799.000000 Penalty: 2680.555908
	Iteration 4Q: 3 clusters Score -909799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -909884.000000 Penalty: 2680.555908
	Iteration 5Q: 3 clusters Score -909884 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -909966.750000 Penalty: 2680.555908
	Iteration 6Q: 3 clusters Score -909966.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -910037.375000 Penalty: 2680.555908
	Iteration 7Q: 3 clusters Score -910037.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -910104.500000 Penalty: 2680.555908
	Iteration 8Q: 3 clusters Score -910104.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -910167.750000 Penalty: 2680.555908
	Iteration 9Q: 3 clusters Score -910167.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -910222.125000 Penalty: 2680.555908
	Iteration 10Q: 3 clusters Score -910222.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -910274.500000 Penalty: 2680.555908
	Iteration 11Q: 3 clusters Score -910274.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -910331.812500 Penalty: 2680.555908
	Iteration 12Q: 3 clusters Score -910331.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -910391.000000 Penalty: 2680.555908
	Iteration 13Q: 3 clusters Score -910391 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -910467.812500 Penalty: 2680.555908
	Iteration 14Q: 3 clusters Score -910467.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -910549.250000 Penalty: 2680.555908
	Iteration 15Q: 3 clusters Score -910549.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -910657.312500 Penalty: 2680.555908
	Iteration 16Q: 3 clusters Score -910657.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -910792.562500 Penalty: 2680.555908
	Iteration 17Q: 3 clusters Score -910792.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -910990.062500 Penalty: 2680.555908
	Iteration 18Q: 3 clusters Score -910990.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -911284.875000 Penalty: 2680.555908
	Iteration 19Q: 3 clusters Score -911284.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -911607.812500 Penalty: 2680.555908
	Iteration 20F: 3 clusters Score -911607.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -911940.750000 Penalty: 2680.555908
	Iteration 21Q: 3 clusters Score -911940.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -912332.562500 Penalty: 2680.555908
	Iteration 22Q: 3 clusters Score -912332.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -912705.500000 Penalty: 2680.555908
	Iteration 23Q: 3 clusters Score -912705.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -913064.562500 Penalty: 2680.555908
	Iteration 24Q: 3 clusters Score -913064.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -913290.500000 Penalty: 2680.555908
	Iteration 25Q: 3 clusters Score -913290.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -913398.687500 Penalty: 2680.555908
	Iteration 26Q: 3 clusters Score -913398.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -913454.187500 Penalty: 2680.555908
	Iteration 27Q: 3 clusters Score -913454.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -913469.125000 Penalty: 2680.555908
	Iteration 28Q: 3 clusters Score -913469.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -913481.812500 Penalty: 2680.555908
	Iteration 29Q: 3 clusters Score -913481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -913487.312500 Penalty: 2680.555908
	Iteration 30Q: 3 clusters Score -913487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -913492.125000 Penalty: 2680.555908
	Iteration 31Q: 3 clusters Score -913492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -913495.875000 Penalty: 2680.555908
	Iteration 32Q: 3 clusters Score -913495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -913496.125000 Penalty: 2680.555908
	Iteration 33Q: 3 clusters Score -913496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -913495.062500 Penalty: 2680.555908
	Iteration 34Q: 3 clusters Score -913495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -913495.812500 Penalty: 2680.555908
	Iteration 35Q: 3 clusters Score -913495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -913495.125000 Penalty: 2680.555908
	Iteration 36Q: 3 clusters Score -913495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -913495.125000 Penalty: 2680.555908
	Iteration 37F: 3 clusters Score -913495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75318 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42044 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 16629 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46529 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 5987 members 
Entering Unmasked Estep 
Score: -111089552.000000 Penalty: 117209.742188
Splitting cluster 25 changes total score from -111089944.000000 to -111089552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (16629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Entering Unmasked Estep 
Score: -1902976.875000 Penalty: 1446.172852
	Iteration 0F: 2 clusters Score -1902977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1892091.375000 Penalty: 2892.345703
	Iteration 0F: 3 clusters Score -1892091 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1895820.375000 Penalty: 2892.345703
	Iteration 1F: 3 clusters Score -1895820 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1896225.375000 Penalty: 2892.345703
	Iteration 2F: 3 clusters Score -1896225 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1896573.500000 Penalty: 2892.345703
	Iteration 3Q: 3 clusters Score -1896574 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1896885.375000 Penalty: 2892.345703
	Iteration 4Q: 3 clusters Score -1896885 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1897222.375000 Penalty: 2892.345703
	Iteration 5Q: 3 clusters Score -1897222 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1897535.125000 Penalty: 2892.345703
	Iteration 6Q: 3 clusters Score -1897535 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1897883.000000 Penalty: 2892.345703
	Iteration 7Q: 3 clusters Score -1897883 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1898303.250000 Penalty: 2892.345703
	Iteration 8Q: 3 clusters Score -1898303 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1898826.375000 Penalty: 2892.345703
	Iteration 9Q: 3 clusters Score -1898826 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1899368.000000 Penalty: 2892.345703
	Iteration 10Q: 3 clusters Score -1899368 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1899885.500000 Penalty: 2892.345703
	Iteration 11Q: 3 clusters Score -1899886 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1900397.750000 Penalty: 2892.345703
	Iteration 12Q: 3 clusters Score -1900398 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1900787.125000 Penalty: 2892.345703
	Iteration 13Q: 3 clusters Score -1900787 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1901053.625000 Penalty: 2892.345703
	Iteration 14Q: 3 clusters Score -1901054 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1901254.625000 Penalty: 2892.345703
	Iteration 15Q: 3 clusters Score -1901255 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1901422.125000 Penalty: 2892.345703
	Iteration 16Q: 3 clusters Score -1901422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1901554.875000 Penalty: 2892.345703
	Iteration 17Q: 3 clusters Score -1901555 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1901645.625000 Penalty: 2892.345703
	Iteration 18Q: 3 clusters Score -1901646 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1901699.375000 Penalty: 2892.345703
	Iteration 19Q: 3 clusters Score -1901699 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1901745.500000 Penalty: 2892.345703
	Iteration 20F: 3 clusters Score -1901746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1901773.000000 Penalty: 2892.345703
	Iteration 21Q: 3 clusters Score -1901773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1901808.625000 Penalty: 2892.345703
	Iteration 22Q: 3 clusters Score -1901809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1901831.625000 Penalty: 2892.345703
	Iteration 23Q: 3 clusters Score -1901832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1901843.500000 Penalty: 2892.345703
	Iteration 24Q: 3 clusters Score -1901844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1901859.750000 Penalty: 2892.345703
	Iteration 25Q: 3 clusters Score -1901860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1901882.250000 Penalty: 2892.345703
	Iteration 26Q: 3 clusters Score -1901882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1901891.250000 Penalty: 2892.345703
	Iteration 27Q: 3 clusters Score -1901891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1901904.500000 Penalty: 2892.345703
	Iteration 28Q: 3 clusters Score -1901904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1901910.750000 Penalty: 2892.345703
	Iteration 29Q: 3 clusters Score -1901911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1901917.375000 Penalty: 2892.345703
	Iteration 30Q: 3 clusters Score -1901917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1901922.125000 Penalty: 2892.345703
	Iteration 31Q: 3 clusters Score -1901922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1901938.000000 Penalty: 2892.345703
	Iteration 32Q: 3 clusters Score -1901938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1901946.625000 Penalty: 2892.345703
	Iteration 33Q: 3 clusters Score -1901947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1901953.875000 Penalty: 2892.345703
	Iteration 34Q: 3 clusters Score -1901954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1901960.625000 Penalty: 2892.345703
	Iteration 35Q: 3 clusters Score -1901961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1901968.875000 Penalty: 2892.345703
	Iteration 36Q: 3 clusters Score -1901969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1901970.500000 Penalty: 2892.345703
	Iteration 37Q: 3 clusters Score -1901970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1901975.375000 Penalty: 2892.345703
	Iteration 38Q: 3 clusters Score -1901975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1901983.625000 Penalty: 2892.345703
	Iteration 39Q: 3 clusters Score -1901984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1901986.375000 Penalty: 2892.345703
	Iteration 40F: 3 clusters Score -1901986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1901987.625000 Penalty: 2892.345703
	Iteration 41Q: 3 clusters Score -1901988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1901992.000000 Penalty: 2892.345703
	Iteration 42Q: 3 clusters Score -1901992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1901996.500000 Penalty: 2892.345703
	Iteration 43Q: 3 clusters Score -1901996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1902004.125000 Penalty: 2892.345703
	Iteration 44Q: 3 clusters Score -1902004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1902004.875000 Penalty: 2892.345703
	Iteration 45Q: 3 clusters Score -1902005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1902006.000000 Penalty: 2892.345703
	Iteration 46Q: 3 clusters Score -1902006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1902013.750000 Penalty: 2892.345703
	Iteration 47Q: 3 clusters Score -1902014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1902016.000000 Penalty: 2892.345703
	Iteration 48Q: 3 clusters Score -1902016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1902015.750000 Penalty: 2892.345703
	Iteration 49Q: 3 clusters Score -1902016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1902019.375000 Penalty: 2892.345703
	Iteration 50Q: 3 clusters Score -1902019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1902020.625000 Penalty: 2892.345703
	Iteration 51Q: 3 clusters Score -1902021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1902021.500000 Penalty: 2892.345703
	Iteration 52Q: 3 clusters Score -1902022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1902023.375000 Penalty: 2892.345703
	Iteration 53Q: 3 clusters Score -1902023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1902021.375000 Penalty: 2892.345703
	Iteration 54Q: 3 clusters Score -1902021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1902020.500000 Penalty: 2892.345703
	Iteration 55Q: 3 clusters Score -1902020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1902021.000000 Penalty: 2892.345703
	Iteration 56Q: 3 clusters Score -1902021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1902023.000000 Penalty: 2892.345703
	Iteration 57Q: 3 clusters Score -1902023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1902022.875000 Penalty: 2892.345703
	Iteration 58Q: 3 clusters Score -1902023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1902022.875000 Penalty: 2892.345703
	Iteration 59F: 3 clusters Score -1902023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Entering Unmasked Estep 
Score: -1513643.750000 Penalty: 1415.858032
	Iteration 0F: 2 clusters Score -1513644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1504710.250000 Penalty: 2831.716064
	Iteration 0F: 3 clusters Score -1504710 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1507958.875000 Penalty: 2831.716064
	Iteration 1F: 3 clusters Score -1507959 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1508399.875000 Penalty: 2831.716064
	Iteration 2F: 3 clusters Score -1508400 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1508780.750000 Penalty: 2831.716064
	Iteration 3F: 3 clusters Score -1508781 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1509146.000000 Penalty: 2831.716064
	Iteration 4F: 3 clusters Score -1509146 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1509578.000000 Penalty: 2831.716064
	Iteration 5F: 3 clusters Score -1509578 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1510040.000000 Penalty: 2831.716064
	Iteration 6F: 3 clusters Score -1510040 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1510542.000000 Penalty: 2831.716064
	Iteration 7F: 3 clusters Score -1510542 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1511031.750000 Penalty: 2831.716064
	Iteration 8Q: 3 clusters Score -1511032 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1511538.375000 Penalty: 2831.716064
	Iteration 9Q: 3 clusters Score -1511538 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1512011.000000 Penalty: 2831.716064
	Iteration 10Q: 3 clusters Score -1512011 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1512388.500000 Penalty: 2831.716064
	Iteration 11Q: 3 clusters Score -1512388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1512611.500000 Penalty: 2831.716064
	Iteration 12Q: 3 clusters Score -1512612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1512762.250000 Penalty: 2831.716064
	Iteration 13Q: 3 clusters Score -1512762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1512842.375000 Penalty: 2831.716064
	Iteration 14Q: 3 clusters Score -1512842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1512896.000000 Penalty: 2831.716064
	Iteration 15Q: 3 clusters Score -1512896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1512932.750000 Penalty: 2831.716064
	Iteration 16Q: 3 clusters Score -1512933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1512956.250000 Penalty: 2831.716064
	Iteration 17Q: 3 clusters Score -1512956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1512974.500000 Penalty: 2831.716064
	Iteration 18Q: 3 clusters Score -1512974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1512987.375000 Penalty: 2831.716064
	Iteration 19Q: 3 clusters Score -1512987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1512997.250000 Penalty: 2831.716064
	Iteration 20F: 3 clusters Score -1512997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1513011.125000 Penalty: 2831.716064
	Iteration 21Q: 3 clusters Score -1513011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1513019.125000 Penalty: 2831.716064
	Iteration 22Q: 3 clusters Score -1513019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1513033.125000 Penalty: 2831.716064
	Iteration 23Q: 3 clusters Score -1513033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1513037.875000 Penalty: 2831.716064
	Iteration 24Q: 3 clusters Score -1513038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1513043.750000 Penalty: 2831.716064
	Iteration 25Q: 3 clusters Score -1513044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1513052.750000 Penalty: 2831.716064
	Iteration 26Q: 3 clusters Score -1513053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1513061.500000 Penalty: 2831.716064
	Iteration 27Q: 3 clusters Score -1513062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1513066.375000 Penalty: 2831.716064
	Iteration 28Q: 3 clusters Score -1513066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1513070.500000 Penalty: 2831.716064
	Iteration 29Q: 3 clusters Score -1513070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1513072.750000 Penalty: 2831.716064
	Iteration 30Q: 3 clusters Score -1513073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1513081.125000 Penalty: 2831.716064
	Iteration 31Q: 3 clusters Score -1513081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1513083.750000 Penalty: 2831.716064
	Iteration 32Q: 3 clusters Score -1513084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1513087.625000 Penalty: 2831.716064
	Iteration 33Q: 3 clusters Score -1513088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1513087.375000 Penalty: 2831.716064
	Iteration 34Q: 3 clusters Score -1513087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1513090.625000 Penalty: 2831.716064
	Iteration 35Q: 3 clusters Score -1513091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1513091.000000 Penalty: 2831.716064
	Iteration 36Q: 3 clusters Score -1513091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1513093.500000 Penalty: 2831.716064
	Iteration 37Q: 3 clusters Score -1513094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1513094.375000 Penalty: 2831.716064
	Iteration 38Q: 3 clusters Score -1513094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1513094.375000 Penalty: 2831.716064
	Iteration 39F: 3 clusters Score -1513094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Entering Unmasked Estep 
Score: -2468950.500000 Penalty: 1481.146729
	Iteration 0F: 2 clusters Score -2468950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2455281.000000 Penalty: 2962.293457
	Iteration 0F: 3 clusters Score -2455281 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2460255.750000 Penalty: 2962.293457
	Iteration 1F: 3 clusters Score -2460256 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2460731.500000 Penalty: 2962.293457
	Iteration 2F: 3 clusters Score -2460732 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2461267.000000 Penalty: 2962.293457
	Iteration 3F: 3 clusters Score -2461267 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2461979.000000 Penalty: 2962.293457
	Iteration 4F: 3 clusters Score -2461979 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2462962.750000 Penalty: 2962.293457
	Iteration 5F: 3 clusters Score -2462963 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2464093.750000 Penalty: 2962.293457
	Iteration 6F: 3 clusters Score -2464094 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2465220.750000 Penalty: 2962.293457
	Iteration 7F: 3 clusters Score -2465221 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2466190.000000 Penalty: 2962.293457
	Iteration 8F: 3 clusters Score -2466190 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2466790.500000 Penalty: 2962.293457
	Iteration 9Q: 3 clusters Score -2466790 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2467195.000000 Penalty: 2962.293457
	Iteration 10Q: 3 clusters Score -2467195 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2467408.750000 Penalty: 2962.293457
	Iteration 11Q: 3 clusters Score -2467409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2467537.500000 Penalty: 2962.293457
	Iteration 12Q: 3 clusters Score -2467538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2467602.250000 Penalty: 2962.293457
	Iteration 13Q: 3 clusters Score -2467602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2467647.000000 Penalty: 2962.293457
	Iteration 14Q: 3 clusters Score -2467647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2467694.250000 Penalty: 2962.293457
	Iteration 15Q: 3 clusters Score -2467694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2467732.250000 Penalty: 2962.293457
	Iteration 16Q: 3 clusters Score -2467732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2467763.750000 Penalty: 2962.293457
	Iteration 17Q: 3 clusters Score -2467764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2467773.500000 Penalty: 2962.293457
	Iteration 18Q: 3 clusters Score -2467774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2467778.500000 Penalty: 2962.293457
	Iteration 19Q: 3 clusters Score -2467778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2467783.750000 Penalty: 2962.293457
	Iteration 20F: 3 clusters Score -2467784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2467792.750000 Penalty: 2962.293457
	Iteration 21Q: 3 clusters Score -2467793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2467796.000000 Penalty: 2962.293457
	Iteration 22Q: 3 clusters Score -2467796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2467801.250000 Penalty: 2962.293457
	Iteration 23Q: 3 clusters Score -2467801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2467807.000000 Penalty: 2962.293457
	Iteration 24Q: 3 clusters Score -2467807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2467811.750000 Penalty: 2962.293457
	Iteration 25Q: 3 clusters Score -2467812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2467816.750000 Penalty: 2962.293457
	Iteration 26Q: 3 clusters Score -2467817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2467817.750000 Penalty: 2962.293457
	Iteration 27Q: 3 clusters Score -2467818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2467816.500000 Penalty: 2962.293457
	Iteration 28Q: 3 clusters Score -2467816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2467816.500000 Penalty: 2962.293457
	Iteration 29F: 3 clusters Score -2467816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -933236.437500 Penalty: 1335.667847
	Iteration 0F: 2 clusters Score -933236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -927802.687500 Penalty: 2671.335693
	Iteration 0F: 3 clusters Score -927802.7 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -929465.937500 Penalty: 2671.335693
	Iteration 1F: 3 clusters Score -929465.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -929703.812500 Penalty: 2671.335693
	Iteration 2F: 3 clusters Score -929703.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -929900.375000 Penalty: 2671.335693
	Iteration 3F: 3 clusters Score -929900.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -930059.062500 Penalty: 2671.335693
	Iteration 4Q: 3 clusters Score -930059.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -930172.687500 Penalty: 2671.335693
	Iteration 5Q: 3 clusters Score -930172.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -930271.250000 Penalty: 2671.335693
	Iteration 6Q: 3 clusters Score -930271.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -930368.500000 Penalty: 2671.335693
	Iteration 7Q: 3 clusters Score -930368.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -930465.812500 Penalty: 2671.335693
	Iteration 8Q: 3 clusters Score -930465.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -930584.000000 Penalty: 2671.335693
	Iteration 9Q: 3 clusters Score -930584 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -930725.187500 Penalty: 2671.335693
	Iteration 10Q: 3 clusters Score -930725.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -930889.375000 Penalty: 2671.335693
	Iteration 11Q: 3 clusters Score -930889.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -931076.375000 Penalty: 2671.335693
	Iteration 12Q: 3 clusters Score -931076.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -931259.562500 Penalty: 2671.335693
	Iteration 13Q: 3 clusters Score -931259.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -931459.250000 Penalty: 2671.335693
	Iteration 14Q: 3 clusters Score -931459.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -931641.312500 Penalty: 2671.335693
	Iteration 15Q: 3 clusters Score -931641.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -931799.062500 Penalty: 2671.335693
	Iteration 16Q: 3 clusters Score -931799.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -931928.187500 Penalty: 2671.335693
	Iteration 17Q: 3 clusters Score -931928.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -932015.875000 Penalty: 2671.335693
	Iteration 18Q: 3 clusters Score -932015.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -932072.562500 Penalty: 2671.335693
	Iteration 19Q: 3 clusters Score -932072.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -932112.500000 Penalty: 2671.335693
	Iteration 20F: 3 clusters Score -932112.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -932141.000000 Penalty: 2671.335693
	Iteration 21Q: 3 clusters Score -932141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -932158.375000 Penalty: 2671.335693
	Iteration 22Q: 3 clusters Score -932158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -932168.125000 Penalty: 2671.335693
	Iteration 23Q: 3 clusters Score -932168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -932174.062500 Penalty: 2671.335693
	Iteration 24Q: 3 clusters Score -932174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -932181.375000 Penalty: 2671.335693
	Iteration 25Q: 3 clusters Score -932181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -932181.937500 Penalty: 2671.335693
	Iteration 26Q: 3 clusters Score -932181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -932184.125000 Penalty: 2671.335693
	Iteration 27Q: 3 clusters Score -932184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -932187.875000 Penalty: 2671.335693
	Iteration 28Q: 3 clusters Score -932187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -932192.437500 Penalty: 2671.335693
	Iteration 29Q: 3 clusters Score -932192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -932193.562500 Penalty: 2671.335693
	Iteration 30Q: 3 clusters Score -932193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -932193.562500 Penalty: 2671.335693
	Iteration 31F: 3 clusters Score -932193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Entering Unmasked Estep 
Score: -5842648.500000 Penalty: 1616.256226
	Iteration 0F: 2 clusters Score -5842648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5808420.500000 Penalty: 3232.512451
	Iteration 0F: 3 clusters Score -5808420 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5821925.500000 Penalty: 3232.512451
	Iteration 1F: 3 clusters Score -5821926 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5822375.500000 Penalty: 3232.512451
	Iteration 2Q: 3 clusters Score -5822376 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5822954.000000 Penalty: 3232.512451
	Iteration 3Q: 3 clusters Score -5822954 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5823533.000000 Penalty: 3232.512451
	Iteration 4Q: 3 clusters Score -5823533 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -5824198.500000 Penalty: 3232.512451
	Iteration 5Q: 3 clusters Score -5824198 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5825024.500000 Penalty: 3232.512451
	Iteration 6Q: 3 clusters Score -5825024 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5826083.000000 Penalty: 3232.512451
	Iteration 7Q: 3 clusters Score -5826083 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5827442.500000 Penalty: 3232.512451
	Iteration 8Q: 3 clusters Score -5827442 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -5829075.500000 Penalty: 3232.512451
	Iteration 9F: 3 clusters Score -5829076 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -5830929.500000 Penalty: 3232.512451
	Iteration 10F: 3 clusters Score -5830930 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -5832775.500000 Penalty: 3232.512451
	Iteration 11F: 3 clusters Score -5832776 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5834309.000000 Penalty: 3232.512451
	Iteration 12Q: 3 clusters Score -5834309 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5835241.000000 Penalty: 3232.512451
	Iteration 13Q: 3 clusters Score -5835241 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5835780.000000 Penalty: 3232.512451
	Iteration 14Q: 3 clusters Score -5835780 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -5836090.500000 Penalty: 3232.512451
	Iteration 15Q: 3 clusters Score -5836090 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -5836320.000000 Penalty: 3232.512451
	Iteration 16Q: 3 clusters Score -5836320 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -5836510.500000 Penalty: 3232.512451
	Iteration 17Q: 3 clusters Score -5836510 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -5836674.500000 Penalty: 3232.512451
	Iteration 18Q: 3 clusters Score -5836674 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5836847.000000 Penalty: 3232.512451
	Iteration 19Q: 3 clusters Score -5836847 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5837080.500000 Penalty: 3232.512451
	Iteration 20F: 3 clusters Score -5837080 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -5837275.500000 Penalty: 3232.512451
	Iteration 21Q: 3 clusters Score -5837276 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5837447.000000 Penalty: 3232.512451
	Iteration 22Q: 3 clusters Score -5837447 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5837667.500000 Penalty: 3232.512451
	Iteration 23Q: 3 clusters Score -5837668 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5837851.500000 Penalty: 3232.512451
	Iteration 24Q: 3 clusters Score -5837852 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5838025.500000 Penalty: 3232.512451
	Iteration 25Q: 3 clusters Score -5838026 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5838220.500000 Penalty: 3232.512451
	Iteration 26Q: 3 clusters Score -5838220 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5838331.000000 Penalty: 3232.512451
	Iteration 27Q: 3 clusters Score -5838331 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5838520.000000 Penalty: 3232.512451
	Iteration 28Q: 3 clusters Score -5838520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5838644.500000 Penalty: 3232.512451
	Iteration 29Q: 3 clusters Score -5838644 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5838792.000000 Penalty: 3232.512451
	Iteration 30Q: 3 clusters Score -5838792 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5838909.500000 Penalty: 3232.512451
	Iteration 31Q: 3 clusters Score -5838910 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5839043.500000 Penalty: 3232.512451
	Iteration 32Q: 3 clusters Score -5839044 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5839150.000000 Penalty: 3232.512451
	Iteration 33Q: 3 clusters Score -5839150 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -5839256.500000 Penalty: 3232.512451
	Iteration 34Q: 3 clusters Score -5839256 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -5839343.500000 Penalty: 3232.512451
	Iteration 35Q: 3 clusters Score -5839344 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5839436.500000 Penalty: 3232.512451
	Iteration 36Q: 3 clusters Score -5839436 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5839515.500000 Penalty: 3232.512451
	Iteration 37Q: 3 clusters Score -5839516 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -5839648.000000 Penalty: 3232.512451
	Iteration 38Q: 3 clusters Score -5839648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5839714.500000 Penalty: 3232.512451
	Iteration 39Q: 3 clusters Score -5839714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5839802.000000 Penalty: 3232.512451
	Iteration 40F: 3 clusters Score -5839802 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5839917.000000 Penalty: 3232.512451
	Iteration 41Q: 3 clusters Score -5839917 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5839978.500000 Penalty: 3232.512451
	Iteration 42Q: 3 clusters Score -5839978 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -5840080.000000 Penalty: 3232.512451
	Iteration 43Q: 3 clusters Score -5840080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5840161.000000 Penalty: 3232.512451
	Iteration 44Q: 3 clusters Score -5840161 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5840251.500000 Penalty: 3232.512451
	Iteration 45Q: 3 clusters Score -5840252 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -5840324.500000 Penalty: 3232.512451
	Iteration 46Q: 3 clusters Score -5840324 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -5840385.000000 Penalty: 3232.512451
	Iteration 47Q: 3 clusters Score -5840385 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -5840473.000000 Penalty: 3232.512451
	Iteration 48Q: 3 clusters Score -5840473 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -5840564.000000 Penalty: 3232.512451
	Iteration 49Q: 3 clusters Score -5840564 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -5840679.500000 Penalty: 3232.512451
	Iteration 50Q: 3 clusters Score -5840680 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -5840743.500000 Penalty: 3232.512451
	Iteration 51Q: 3 clusters Score -5840744 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -5840817.500000 Penalty: 3232.512451
	Iteration 52Q: 3 clusters Score -5840818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -5840865.500000 Penalty: 3232.512451
	Iteration 53Q: 3 clusters Score -5840866 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -5840929.000000 Penalty: 3232.512451
	Iteration 54Q: 3 clusters Score -5840929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -5841020.500000 Penalty: 3232.512451
	Iteration 55Q: 3 clusters Score -5841020 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -5841075.500000 Penalty: 3232.512451
	Iteration 56Q: 3 clusters Score -5841076 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -5841132.500000 Penalty: 3232.512451
	Iteration 57Q: 3 clusters Score -5841132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5841156.500000 Penalty: 3232.512451
	Iteration 58Q: 3 clusters Score -5841156 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -5841195.500000 Penalty: 3232.512451
	Iteration 59Q: 3 clusters Score -5841196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -5841231.000000 Penalty: 3232.512451
	Iteration 60F: 3 clusters Score -5841231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -5841254.000000 Penalty: 3232.512451
	Iteration 61Q: 3 clusters Score -5841254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -5841304.000000 Penalty: 3232.512451
	Iteration 62Q: 3 clusters Score -5841304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -5841305.500000 Penalty: 3232.512451
	Iteration 63Q: 3 clusters Score -5841306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5841326.500000 Penalty: 3232.512451
	Iteration 64Q: 3 clusters Score -5841326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -5841352.000000 Penalty: 3232.512451
	Iteration 65Q: 3 clusters Score -5841352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -5841357.500000 Penalty: 3232.512451
	Iteration 66Q: 3 clusters Score -5841358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -5841387.000000 Penalty: 3232.512451
	Iteration 67Q: 3 clusters Score -5841387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -5841397.000000 Penalty: 3232.512451
	Iteration 68Q: 3 clusters Score -5841397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -5841400.500000 Penalty: 3232.512451
	Iteration 69Q: 3 clusters Score -5841400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -5841417.500000 Penalty: 3232.512451
	Iteration 70Q: 3 clusters Score -5841418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -5841430.000000 Penalty: 3232.512451
	Iteration 71Q: 3 clusters Score -5841430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -5841452.000000 Penalty: 3232.512451
	Iteration 72Q: 3 clusters Score -5841452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -5841475.500000 Penalty: 3232.512451
	Iteration 73Q: 3 clusters Score -5841476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -5841482.500000 Penalty: 3232.512451
	Iteration 74Q: 3 clusters Score -5841482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -5841495.500000 Penalty: 3232.512451
	Iteration 75Q: 3 clusters Score -5841496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -5841495.500000 Penalty: 3232.512451
	Iteration 76Q: 3 clusters Score -5841496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -5841507.000000 Penalty: 3232.512451
	Iteration 77Q: 3 clusters Score -5841507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -5841515.000000 Penalty: 3232.512451
	Iteration 78Q: 3 clusters Score -5841515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -5841508.500000 Penalty: 3232.512451
	Iteration 79Q: 3 clusters Score -5841508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -5841518.500000 Penalty: 3232.512451
	Iteration 80F: 3 clusters Score -5841518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -5841525.000000 Penalty: 3232.512451
	Iteration 81Q: 3 clusters Score -5841525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -5841528.500000 Penalty: 3232.512451
	Iteration 82Q: 3 clusters Score -5841528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -5841533.500000 Penalty: 3232.512451
	Iteration 83Q: 3 clusters Score -5841534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -5841550.000000 Penalty: 3232.512451
	Iteration 84Q: 3 clusters Score -5841550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -5841552.500000 Penalty: 3232.512451
	Iteration 85Q: 3 clusters Score -5841552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -5841562.500000 Penalty: 3232.512451
	Iteration 86Q: 3 clusters Score -5841562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -5841570.000000 Penalty: 3232.512451
	Iteration 87Q: 3 clusters Score -5841570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -5841575.000000 Penalty: 3232.512451
	Iteration 88Q: 3 clusters Score -5841575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -5841567.500000 Penalty: 3232.512451
	Iteration 89Q: 3 clusters Score -5841568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -5841568.000000 Penalty: 3232.512451
	Iteration 90Q: 3 clusters Score -5841568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -5841572.500000 Penalty: 3232.512451
	Iteration 91Q: 3 clusters Score -5841572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5841569.500000 Penalty: 3232.512451
	Iteration 92Q: 3 clusters Score -5841570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -5841566.000000 Penalty: 3232.512451
	Iteration 93Q: 3 clusters Score -5841566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5841572.000000 Penalty: 3232.512451
	Iteration 94Q: 3 clusters Score -5841572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5841572.000000 Penalty: 3232.512451
	Iteration 95F: 3 clusters Score -5841572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Entering Unmasked Estep 
Score: -966957.500000 Penalty: 1348.298218
	Iteration 0F: 2 clusters Score -966957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -961057.437500 Penalty: 2696.596436
	Iteration 0F: 3 clusters Score -961057.4 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -962982.937500 Penalty: 2696.596436
	Iteration 1F: 3 clusters Score -962982.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -963251.500000 Penalty: 2696.596436
	Iteration 2F: 3 clusters Score -963251.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -963434.812500 Penalty: 2696.596436
	Iteration 3Q: 3 clusters Score -963434.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -963568.562500 Penalty: 2696.596436
	Iteration 4Q: 3 clusters Score -963568.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -963676.000000 Penalty: 2696.596436
	Iteration 5Q: 3 clusters Score -963676 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -963779.250000 Penalty: 2696.596436
	Iteration 6Q: 3 clusters Score -963779.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -963879.812500 Penalty: 2696.596436
	Iteration 7Q: 3 clusters Score -963879.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -963999.750000 Penalty: 2696.596436
	Iteration 8Q: 3 clusters Score -963999.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -964115.437500 Penalty: 2696.596436
	Iteration 9Q: 3 clusters Score -964115.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -964231.375000 Penalty: 2696.596436
	Iteration 10Q: 3 clusters Score -964231.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -964345.187500 Penalty: 2696.596436
	Iteration 11Q: 3 clusters Score -964345.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -964452.875000 Penalty: 2696.596436
	Iteration 12Q: 3 clusters Score -964452.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -964543.125000 Penalty: 2696.596436
	Iteration 13Q: 3 clusters Score -964543.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -964614.125000 Penalty: 2696.596436
	Iteration 14Q: 3 clusters Score -964614.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -964677.687500 Penalty: 2696.596436
	Iteration 15Q: 3 clusters Score -964677.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -964744.750000 Penalty: 2696.596436
	Iteration 16Q: 3 clusters Score -964744.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -964809.437500 Penalty: 2696.596436
	Iteration 17Q: 3 clusters Score -964809.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -964871.062500 Penalty: 2696.596436
	Iteration 18Q: 3 clusters Score -964871.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -964924.875000 Penalty: 2696.596436
	Iteration 19Q: 3 clusters Score -964924.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -964970.375000 Penalty: 2696.596436
	Iteration 20F: 3 clusters Score -964970.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -965018.125000 Penalty: 2696.596436
	Iteration 21Q: 3 clusters Score -965018.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -965055.437500 Penalty: 2696.596436
	Iteration 22Q: 3 clusters Score -965055.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -965089.687500 Penalty: 2696.596436
	Iteration 23Q: 3 clusters Score -965089.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -965118.500000 Penalty: 2696.596436
	Iteration 24Q: 3 clusters Score -965118.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -965148.437500 Penalty: 2696.596436
	Iteration 25Q: 3 clusters Score -965148.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -965173.937500 Penalty: 2696.596436
	Iteration 26Q: 3 clusters Score -965173.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -965199.062500 Penalty: 2696.596436
	Iteration 27Q: 3 clusters Score -965199.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -965222.125000 Penalty: 2696.596436
	Iteration 28Q: 3 clusters Score -965222.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -965248.125000 Penalty: 2696.596436
	Iteration 29Q: 3 clusters Score -965248.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -965271.875000 Penalty: 2696.596436
	Iteration 30Q: 3 clusters Score -965271.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -965294.125000 Penalty: 2696.596436
	Iteration 31Q: 3 clusters Score -965294.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -965315.250000 Penalty: 2696.596436
	Iteration 32Q: 3 clusters Score -965315.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -965333.812500 Penalty: 2696.596436
	Iteration 33Q: 3 clusters Score -965333.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -965350.125000 Penalty: 2696.596436
	Iteration 34Q: 3 clusters Score -965350.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -965361.250000 Penalty: 2696.596436
	Iteration 35Q: 3 clusters Score -965361.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -965377.562500 Penalty: 2696.596436
	Iteration 36Q: 3 clusters Score -965377.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -965390.500000 Penalty: 2696.596436
	Iteration 37Q: 3 clusters Score -965390.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -965406.437500 Penalty: 2696.596436
	Iteration 38Q: 3 clusters Score -965406.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -965430.625000 Penalty: 2696.596436
	Iteration 39Q: 3 clusters Score -965430.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -965460.562500 Penalty: 2696.596436
	Iteration 40F: 3 clusters Score -965460.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -965488.750000 Penalty: 2696.596436
	Iteration 41Q: 3 clusters Score -965488.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -965512.312500 Penalty: 2696.596436
	Iteration 42Q: 3 clusters Score -965512.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -965537.562500 Penalty: 2696.596436
	Iteration 43Q: 3 clusters Score -965537.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -965563.875000 Penalty: 2696.596436
	Iteration 44Q: 3 clusters Score -965563.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -965587.875000 Penalty: 2696.596436
	Iteration 45Q: 3 clusters Score -965587.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -965607.250000 Penalty: 2696.596436
	Iteration 46Q: 3 clusters Score -965607.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -965631.437500 Penalty: 2696.596436
	Iteration 47Q: 3 clusters Score -965631.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -965651.875000 Penalty: 2696.596436
	Iteration 48Q: 3 clusters Score -965651.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -965672.062500 Penalty: 2696.596436
	Iteration 49Q: 3 clusters Score -965672.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -965695.125000 Penalty: 2696.596436
	Iteration 50Q: 3 clusters Score -965695.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -965716.562500 Penalty: 2696.596436
	Iteration 51Q: 3 clusters Score -965716.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -965738.125000 Penalty: 2696.596436
	Iteration 52Q: 3 clusters Score -965738.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -965762.562500 Penalty: 2696.596436
	Iteration 53Q: 3 clusters Score -965762.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -965794.937500 Penalty: 2696.596436
	Iteration 54Q: 3 clusters Score -965794.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -965822.187500 Penalty: 2696.596436
	Iteration 55Q: 3 clusters Score -965822.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -965842.375000 Penalty: 2696.596436
	Iteration 56Q: 3 clusters Score -965842.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -965865.375000 Penalty: 2696.596436
	Iteration 57Q: 3 clusters Score -965865.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -965879.812500 Penalty: 2696.596436
	Iteration 58Q: 3 clusters Score -965879.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -965899.875000 Penalty: 2696.596436
	Iteration 59Q: 3 clusters Score -965899.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -965916.687500 Penalty: 2696.596436
	Iteration 60F: 3 clusters Score -965916.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -965936.437500 Penalty: 2696.596436
	Iteration 61Q: 3 clusters Score -965936.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -965952.250000 Penalty: 2696.596436
	Iteration 62Q: 3 clusters Score -965952.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -965969.000000 Penalty: 2696.596436
	Iteration 63Q: 3 clusters Score -965969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -965995.000000 Penalty: 2696.596436
	Iteration 64Q: 3 clusters Score -965995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -966019.562500 Penalty: 2696.596436
	Iteration 65Q: 3 clusters Score -966019.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -966041.812500 Penalty: 2696.596436
	Iteration 66Q: 3 clusters Score -966041.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -966063.312500 Penalty: 2696.596436
	Iteration 67Q: 3 clusters Score -966063.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -966088.812500 Penalty: 2696.596436
	Iteration 68Q: 3 clusters Score -966088.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -966111.187500 Penalty: 2696.596436
	Iteration 69Q: 3 clusters Score -966111.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -966149.312500 Penalty: 2696.596436
	Iteration 70Q: 3 clusters Score -966149.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -966182.437500 Penalty: 2696.596436
	Iteration 71Q: 3 clusters Score -966182.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -966199.937500 Penalty: 2696.596436
	Iteration 72Q: 3 clusters Score -966199.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -966214.062500 Penalty: 2696.596436
	Iteration 73Q: 3 clusters Score -966214.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -966231.250000 Penalty: 2696.596436
	Iteration 74Q: 3 clusters Score -966231.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -966239.812500 Penalty: 2696.596436
	Iteration 75Q: 3 clusters Score -966239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -966249.687500 Penalty: 2696.596436
	Iteration 76Q: 3 clusters Score -966249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -966255.500000 Penalty: 2696.596436
	Iteration 77Q: 3 clusters Score -966255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -966257.875000 Penalty: 2696.596436
	Iteration 78Q: 3 clusters Score -966257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -966264.625000 Penalty: 2696.596436
	Iteration 79Q: 3 clusters Score -966264.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -966268.187500 Penalty: 2696.596436
	Iteration 80F: 3 clusters Score -966268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -966276.250000 Penalty: 2696.596436
	Iteration 81Q: 3 clusters Score -966276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -966284.562500 Penalty: 2696.596436
	Iteration 82Q: 3 clusters Score -966284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -966287.625000 Penalty: 2696.596436
	Iteration 83Q: 3 clusters Score -966287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -966290.875000 Penalty: 2696.596436
	Iteration 84Q: 3 clusters Score -966290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -966291.937500 Penalty: 2696.596436
	Iteration 85Q: 3 clusters Score -966291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -966295.937500 Penalty: 2696.596436
	Iteration 86Q: 3 clusters Score -966295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -966300.312500 Penalty: 2696.596436
	Iteration 87Q: 3 clusters Score -966300.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -966305.812500 Penalty: 2696.596436
	Iteration 88Q: 3 clusters Score -966305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -966314.312500 Penalty: 2696.596436
	Iteration 89Q: 3 clusters Score -966314.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -966319.562500 Penalty: 2696.596436
	Iteration 90Q: 3 clusters Score -966319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -966322.937500 Penalty: 2696.596436
	Iteration 91Q: 3 clusters Score -966322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -966327.437500 Penalty: 2696.596436
	Iteration 92Q: 3 clusters Score -966327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -966328.500000 Penalty: 2696.596436
	Iteration 93Q: 3 clusters Score -966328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -966329.875000 Penalty: 2696.596436
	Iteration 94Q: 3 clusters Score -966329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -966334.750000 Penalty: 2696.596436
	Iteration 95Q: 3 clusters Score -966334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -966334.625000 Penalty: 2696.596436
	Iteration 96Q: 3 clusters Score -966334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -966339.250000 Penalty: 2696.596436
	Iteration 97Q: 3 clusters Score -966339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -966340.937500 Penalty: 2696.596436
	Iteration 98Q: 3 clusters Score -966340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -966346.750000 Penalty: 2696.596436
	Iteration 99Q: 3 clusters Score -966346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -966350.625000 Penalty: 2696.596436
	Iteration 100F: 3 clusters Score -966350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -966355.187500 Penalty: 2696.596436
	Iteration 101Q: 3 clusters Score -966355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -966357.812500 Penalty: 2696.596436
	Iteration 102Q: 3 clusters Score -966357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -966361.187500 Penalty: 2696.596436
	Iteration 103Q: 3 clusters Score -966361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -966363.500000 Penalty: 2696.596436
	Iteration 104Q: 3 clusters Score -966363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -966364.375000 Penalty: 2696.596436
	Iteration 105Q: 3 clusters Score -966364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -966364.500000 Penalty: 2696.596436
	Iteration 106Q: 3 clusters Score -966364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -966365.812500 Penalty: 2696.596436
	Iteration 107Q: 3 clusters Score -966365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -966367.062500 Penalty: 2696.596436
	Iteration 108Q: 3 clusters Score -966367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -966370.125000 Penalty: 2696.596436
	Iteration 109Q: 3 clusters Score -966370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -966369.625000 Penalty: 2696.596436
	Iteration 110Q: 3 clusters Score -966369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -966370.687500 Penalty: 2696.596436
	Iteration 111Q: 3 clusters Score -966370.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -966370.687500 Penalty: 2696.596436
	Iteration 112F: 3 clusters Score -966370.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -550397.687500 Penalty: 1280.481567
	Iteration 0F: 2 clusters Score -550397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -546474.375000 Penalty: 2560.963135
	Iteration 0F: 3 clusters Score -546474.4 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -547791.625000 Penalty: 2560.963135
	Iteration 1F: 3 clusters Score -547791.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -548131.437500 Penalty: 2560.963135
	Iteration 2F: 3 clusters Score -548131.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -548368.750000 Penalty: 2560.963135
	Iteration 3F: 3 clusters Score -548368.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -548539.250000 Penalty: 2560.963135
	Iteration 4Q: 3 clusters Score -548539.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -548665.937500 Penalty: 2560.963135
	Iteration 5Q: 3 clusters Score -548665.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -548775.812500 Penalty: 2560.963135
	Iteration 6Q: 3 clusters Score -548775.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -548858.625000 Penalty: 2560.963135
	Iteration 7Q: 3 clusters Score -548858.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -548938.125000 Penalty: 2560.963135
	Iteration 8Q: 3 clusters Score -548938.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -548995.062500 Penalty: 2560.963135
	Iteration 9Q: 3 clusters Score -548995.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -549065.625000 Penalty: 2560.963135
	Iteration 10Q: 3 clusters Score -549065.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -549125.812500 Penalty: 2560.963135
	Iteration 11Q: 3 clusters Score -549125.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -549190.687500 Penalty: 2560.963135
	Iteration 12Q: 3 clusters Score -549190.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -549270.500000 Penalty: 2560.963135
	Iteration 13Q: 3 clusters Score -549270.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -549336.687500 Penalty: 2560.963135
	Iteration 14Q: 3 clusters Score -549336.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -549382.812500 Penalty: 2560.963135
	Iteration 15Q: 3 clusters Score -549382.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -549436.125000 Penalty: 2560.963135
	Iteration 16Q: 3 clusters Score -549436.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -549483.250000 Penalty: 2560.963135
	Iteration 17Q: 3 clusters Score -549483.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -549512.687500 Penalty: 2560.963135
	Iteration 18Q: 3 clusters Score -549512.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -549537.750000 Penalty: 2560.963135
	Iteration 19Q: 3 clusters Score -549537.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -549555.812500 Penalty: 2560.963135
	Iteration 20F: 3 clusters Score -549555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -549571.812500 Penalty: 2560.963135
	Iteration 21Q: 3 clusters Score -549571.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -549591.750000 Penalty: 2560.963135
	Iteration 22Q: 3 clusters Score -549591.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -549613.250000 Penalty: 2560.963135
	Iteration 23Q: 3 clusters Score -549613.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -549631.562500 Penalty: 2560.963135
	Iteration 24Q: 3 clusters Score -549631.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -549645.500000 Penalty: 2560.963135
	Iteration 25Q: 3 clusters Score -549645.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -549655.437500 Penalty: 2560.963135
	Iteration 26Q: 3 clusters Score -549655.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -549662.375000 Penalty: 2560.963135
	Iteration 27Q: 3 clusters Score -549662.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -549665.562500 Penalty: 2560.963135
	Iteration 28Q: 3 clusters Score -549665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -549667.062500 Penalty: 2560.963135
	Iteration 29Q: 3 clusters Score -549667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -549666.750000 Penalty: 2560.963135
	Iteration 30Q: 3 clusters Score -549666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -549669.500000 Penalty: 2560.963135
	Iteration 31Q: 3 clusters Score -549669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -549673.000000 Penalty: 2560.963135
	Iteration 32Q: 3 clusters Score -549673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -549672.937500 Penalty: 2560.963135
	Iteration 33Q: 3 clusters Score -549672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -549674.687500 Penalty: 2560.963135
	Iteration 34Q: 3 clusters Score -549674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -549677.812500 Penalty: 2560.963135
	Iteration 35Q: 3 clusters Score -549677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -549680.312500 Penalty: 2560.963135
	Iteration 36Q: 3 clusters Score -549680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -549681.562500 Penalty: 2560.963135
	Iteration 37Q: 3 clusters Score -549681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -549681.625000 Penalty: 2560.963135
	Iteration 38Q: 3 clusters Score -549681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -549682.062500 Penalty: 2560.963135
	Iteration 39Q: 3 clusters Score -549682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -549682.375000 Penalty: 2560.963135
	Iteration 40F: 3 clusters Score -549682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -549682.312500 Penalty: 2560.963135
	Iteration 41Q: 3 clusters Score -549682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -549683.312500 Penalty: 2560.963135
	Iteration 42Q: 3 clusters Score -549683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -549683.312500 Penalty: 2560.963135
	Iteration 43F: 3 clusters Score -549683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1162555.375000 Penalty: 1368.566650
	Iteration 0F: 2 clusters Score -1162555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1155815.625000 Penalty: 2737.133301
	Iteration 0F: 3 clusters Score -1155816 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1158013.750000 Penalty: 2737.133301
	Iteration 1F: 3 clusters Score -1158014 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1158306.875000 Penalty: 2737.133301
	Iteration 2F: 3 clusters Score -1158307 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1158521.125000 Penalty: 2737.133301
	Iteration 3F: 3 clusters Score -1158521 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1158712.250000 Penalty: 2737.133301
	Iteration 4Q: 3 clusters Score -1158712 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1158866.125000 Penalty: 2737.133301
	Iteration 5Q: 3 clusters Score -1158866 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1159045.750000 Penalty: 2737.133301
	Iteration 6Q: 3 clusters Score -1159046 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1159236.000000 Penalty: 2737.133301
	Iteration 7Q: 3 clusters Score -1159236 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1159495.000000 Penalty: 2737.133301
	Iteration 8Q: 3 clusters Score -1159495 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1159757.250000 Penalty: 2737.133301
	Iteration 9Q: 3 clusters Score -1159757 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1160039.125000 Penalty: 2737.133301
	Iteration 10Q: 3 clusters Score -1160039 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1160324.500000 Penalty: 2737.133301
	Iteration 11Q: 3 clusters Score -1160324 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1160562.250000 Penalty: 2737.133301
	Iteration 12Q: 3 clusters Score -1160562 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1160770.125000 Penalty: 2737.133301
	Iteration 13Q: 3 clusters Score -1160770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1160926.750000 Penalty: 2737.133301
	Iteration 14Q: 3 clusters Score -1160927 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1161061.125000 Penalty: 2737.133301
	Iteration 15Q: 3 clusters Score -1161061 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1161160.500000 Penalty: 2737.133301
	Iteration 16Q: 3 clusters Score -1161160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1161247.500000 Penalty: 2737.133301
	Iteration 17Q: 3 clusters Score -1161248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1161309.875000 Penalty: 2737.133301
	Iteration 18Q: 3 clusters Score -1161310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1161344.250000 Penalty: 2737.133301
	Iteration 19Q: 3 clusters Score -1161344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1161371.625000 Penalty: 2737.133301
	Iteration 20F: 3 clusters Score -1161372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1161394.750000 Penalty: 2737.133301
	Iteration 21Q: 3 clusters Score -1161395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1161413.000000 Penalty: 2737.133301
	Iteration 22Q: 3 clusters Score -1161413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1161426.875000 Penalty: 2737.133301
	Iteration 23Q: 3 clusters Score -1161427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1161441.625000 Penalty: 2737.133301
	Iteration 24Q: 3 clusters Score -1161442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1161455.000000 Penalty: 2737.133301
	Iteration 25Q: 3 clusters Score -1161455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1161459.250000 Penalty: 2737.133301
	Iteration 26Q: 3 clusters Score -1161459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1161459.875000 Penalty: 2737.133301
	Iteration 27Q: 3 clusters Score -1161460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1161460.125000 Penalty: 2737.133301
	Iteration 28Q: 3 clusters Score -1161460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1161460.625000 Penalty: 2737.133301
	Iteration 29Q: 3 clusters Score -1161461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1161460.625000 Penalty: 2737.133301
	Iteration 30F: 3 clusters Score -1161461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Entering Unmasked Estep 
Score: -1182349.375000 Penalty: 1384.247314
	Iteration 0F: 2 clusters Score -1182349 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 5535 members 
Entering Unmasked Estep 
Score: -1175018.125000 Penalty: 2768.494629
	Iteration 0F: 3 clusters Score -1175018 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1177527.875000 Penalty: 2768.494629
	Iteration 1F: 3 clusters Score -1177528 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1177940.750000 Penalty: 2768.494629
	Iteration 2F: 3 clusters Score -1177941 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1178279.125000 Penalty: 2768.494629
	Iteration 3F: 3 clusters Score -1178279 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1178596.250000 Penalty: 2768.494629
	Iteration 4F: 3 clusters Score -1178596 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1178921.875000 Penalty: 2768.494629
	Iteration 5Q: 3 clusters Score -1178922 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1179245.375000 Penalty: 2768.494629
	Iteration 6Q: 3 clusters Score -1179245 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1179556.000000 Penalty: 2768.494629
	Iteration 7Q: 3 clusters Score -1179556 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1179854.375000 Penalty: 2768.494629
	Iteration 8Q: 3 clusters Score -1179854 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1180124.750000 Penalty: 2768.494629
	Iteration 9Q: 3 clusters Score -1180125 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1180354.750000 Penalty: 2768.494629
	Iteration 10Q: 3 clusters Score -1180355 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1180536.125000 Penalty: 2768.494629
	Iteration 11Q: 3 clusters Score -1180536 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1180664.000000 Penalty: 2768.494629
	Iteration 12Q: 3 clusters Score -1180664 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1180759.500000 Penalty: 2768.494629
	Iteration 13Q: 3 clusters Score -1180760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1180832.375000 Penalty: 2768.494629
	Iteration 14Q: 3 clusters Score -1180832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1180900.250000 Penalty: 2768.494629
	Iteration 15Q: 3 clusters Score -1180900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1180965.125000 Penalty: 2768.494629
	Iteration 16Q: 3 clusters Score -1180965 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1181021.750000 Penalty: 2768.494629
	Iteration 17Q: 3 clusters Score -1181022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1181077.625000 Penalty: 2768.494629
	Iteration 18Q: 3 clusters Score -1181078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1181138.250000 Penalty: 2768.494629
	Iteration 19Q: 3 clusters Score -1181138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1181195.500000 Penalty: 2768.494629
	Iteration 20F: 3 clusters Score -1181196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1181241.750000 Penalty: 2768.494629
	Iteration 21Q: 3 clusters Score -1181242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1181267.375000 Penalty: 2768.494629
	Iteration 22Q: 3 clusters Score -1181267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1181290.250000 Penalty: 2768.494629
	Iteration 23Q: 3 clusters Score -1181290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1181309.000000 Penalty: 2768.494629
	Iteration 24Q: 3 clusters Score -1181309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1181321.375000 Penalty: 2768.494629
	Iteration 25Q: 3 clusters Score -1181321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1181333.875000 Penalty: 2768.494629
	Iteration 26Q: 3 clusters Score -1181334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1181340.500000 Penalty: 2768.494629
	Iteration 27Q: 3 clusters Score -1181340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1181349.000000 Penalty: 2768.494629
	Iteration 28Q: 3 clusters Score -1181349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1181355.750000 Penalty: 2768.494629
	Iteration 29Q: 3 clusters Score -1181356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1181364.375000 Penalty: 2768.494629
	Iteration 30Q: 3 clusters Score -1181364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1181370.875000 Penalty: 2768.494629
	Iteration 31Q: 3 clusters Score -1181371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1181374.375000 Penalty: 2768.494629
	Iteration 32Q: 3 clusters Score -1181374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1181379.375000 Penalty: 2768.494629
	Iteration 33Q: 3 clusters Score -1181379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1181388.750000 Penalty: 2768.494629
	Iteration 34Q: 3 clusters Score -1181389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1181397.000000 Penalty: 2768.494629
	Iteration 35Q: 3 clusters Score -1181397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1181400.375000 Penalty: 2768.494629
	Iteration 36Q: 3 clusters Score -1181400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1181406.000000 Penalty: 2768.494629
	Iteration 37Q: 3 clusters Score -1181406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1181409.000000 Penalty: 2768.494629
	Iteration 38Q: 3 clusters Score -1181409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1181409.500000 Penalty: 2768.494629
	Iteration 39Q: 3 clusters Score -1181410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1181412.250000 Penalty: 2768.494629
	Iteration 40F: 3 clusters Score -1181412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1181413.000000 Penalty: 2768.494629
	Iteration 41Q: 3 clusters Score -1181413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1181414.875000 Penalty: 2768.494629
	Iteration 42Q: 3 clusters Score -1181415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1181413.875000 Penalty: 2768.494629
	Iteration 43Q: 3 clusters Score -1181414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1181417.250000 Penalty: 2768.494629
	Iteration 44Q: 3 clusters Score -1181417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1181416.375000 Penalty: 2768.494629
	Iteration 45Q: 3 clusters Score -1181416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1181416.125000 Penalty: 2768.494629
	Iteration 46Q: 3 clusters Score -1181416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1181418.500000 Penalty: 2768.494629
	Iteration 47Q: 3 clusters Score -1181418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1181419.000000 Penalty: 2768.494629
	Iteration 48Q: 3 clusters Score -1181419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1181419.250000 Penalty: 2768.494629
	Iteration 49Q: 3 clusters Score -1181419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1181420.625000 Penalty: 2768.494629
	Iteration 50Q: 3 clusters Score -1181421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1181420.750000 Penalty: 2768.494629
	Iteration 51Q: 3 clusters Score -1181421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1181421.500000 Penalty: 2768.494629
	Iteration 52Q: 3 clusters Score -1181422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1181423.000000 Penalty: 2768.494629
	Iteration 53Q: 3 clusters Score -1181423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1181423.000000 Penalty: 2768.494629
	Iteration 54Q: 3 clusters Score -1181423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1181425.625000 Penalty: 2768.494629
	Iteration 55Q: 3 clusters Score -1181426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1181424.125000 Penalty: 2768.494629
	Iteration 56Q: 3 clusters Score -1181424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1181424.625000 Penalty: 2768.494629
	Iteration 57Q: 3 clusters Score -1181425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1181425.375000 Penalty: 2768.494629
	Iteration 58Q: 3 clusters Score -1181425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1181425.250000 Penalty: 2768.494629
	Iteration 59Q: 3 clusters Score -1181425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1181426.875000 Penalty: 2768.494629
	Iteration 60F: 3 clusters Score -1181427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1181425.500000 Penalty: 2768.494629
	Iteration 61Q: 3 clusters Score -1181426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1181426.250000 Penalty: 2768.494629
	Iteration 62Q: 3 clusters Score -1181426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1181425.875000 Penalty: 2768.494629
	Iteration 63Q: 3 clusters Score -1181426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1181427.375000 Penalty: 2768.494629
	Iteration 64Q: 3 clusters Score -1181427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1181427.375000 Penalty: 2768.494629
	Iteration 65F: 3 clusters Score -1181427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Entering Unmasked Estep 
Score: -13199685.000000 Penalty: 1733.040039
	Iteration 0F: 2 clusters Score -1.319968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -13130866.000000 Penalty: 3466.080078
	Iteration 0F: 3 clusters Score -1.313087e+07 nChanged 54160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -13161892.000000 Penalty: 3466.080078
	Iteration 1F: 3 clusters Score -1.316189e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -13162953.000000 Penalty: 3466.080078
	Iteration 2Q: 3 clusters Score -1.316295e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -13164124.000000 Penalty: 3466.080078
	Iteration 3Q: 3 clusters Score -1.316412e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -13165450.000000 Penalty: 3466.080078
	Iteration 4Q: 3 clusters Score -1.316545e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -13167146.000000 Penalty: 3466.080078
	Iteration 5Q: 3 clusters Score -1.316715e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -13169288.000000 Penalty: 3466.080078
	Iteration 6Q: 3 clusters Score -1.316929e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -13171736.000000 Penalty: 3466.080078
	Iteration 7Q: 3 clusters Score -1.317174e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -13174585.000000 Penalty: 3466.080078
	Iteration 8Q: 3 clusters Score -1.317458e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -13177669.000000 Penalty: 3466.080078
	Iteration 9F: 3 clusters Score -1.317767e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -13180700.000000 Penalty: 3466.080078
	Iteration 10F: 3 clusters Score -1.31807e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -13183515.000000 Penalty: 3466.080078
	Iteration 11Q: 3 clusters Score -1.318352e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -13185863.000000 Penalty: 3466.080078
	Iteration 12Q: 3 clusters Score -1.318586e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -13187950.000000 Penalty: 3466.080078
	Iteration 13Q: 3 clusters Score -1.318795e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -13189491.000000 Penalty: 3466.080078
	Iteration 14Q: 3 clusters Score -1.318949e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -13190832.000000 Penalty: 3466.080078
	Iteration 15Q: 3 clusters Score -1.319083e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -13191911.000000 Penalty: 3466.080078
	Iteration 16Q: 3 clusters Score -1.319191e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -13192795.000000 Penalty: 3466.080078
	Iteration 17Q: 3 clusters Score -1.31928e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -13193360.000000 Penalty: 3466.080078
	Iteration 18Q: 3 clusters Score -1.319336e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -13193769.000000 Penalty: 3466.080078
	Iteration 19Q: 3 clusters Score -1.319377e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -13194212.000000 Penalty: 3466.080078
	Iteration 20F: 3 clusters Score -1.319421e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -13194623.000000 Penalty: 3466.080078
	Iteration 21Q: 3 clusters Score -1.319462e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -13195120.000000 Penalty: 3466.080078
	Iteration 22Q: 3 clusters Score -1.319512e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -13195481.000000 Penalty: 3466.080078
	Iteration 23Q: 3 clusters Score -1.319548e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -13195798.000000 Penalty: 3466.080078
	Iteration 24Q: 3 clusters Score -1.31958e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -13196147.000000 Penalty: 3466.080078
	Iteration 25Q: 3 clusters Score -1.319615e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -13196402.000000 Penalty: 3466.080078
	Iteration 26Q: 3 clusters Score -1.31964e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -13196557.000000 Penalty: 3466.080078
	Iteration 27Q: 3 clusters Score -1.319656e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -13196810.000000 Penalty: 3466.080078
	Iteration 28Q: 3 clusters Score -1.319681e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -13196930.000000 Penalty: 3466.080078
	Iteration 29Q: 3 clusters Score -1.319693e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -13197074.000000 Penalty: 3466.080078
	Iteration 30Q: 3 clusters Score -1.319707e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -13197131.000000 Penalty: 3466.080078
	Iteration 31Q: 3 clusters Score -1.319713e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -13197239.000000 Penalty: 3466.080078
	Iteration 32Q: 3 clusters Score -1.319724e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -13197281.000000 Penalty: 3466.080078
	Iteration 33Q: 3 clusters Score -1.319728e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -13197401.000000 Penalty: 3466.080078
	Iteration 34Q: 3 clusters Score -1.31974e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -13197442.000000 Penalty: 3466.080078
	Iteration 35Q: 3 clusters Score -1.319744e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -13197482.000000 Penalty: 3466.080078
	Iteration 36Q: 3 clusters Score -1.319748e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -13197513.000000 Penalty: 3466.080078
	Iteration 37Q: 3 clusters Score -1.319751e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -13197533.000000 Penalty: 3466.080078
	Iteration 38Q: 3 clusters Score -1.319753e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -13197536.000000 Penalty: 3466.080078
	Iteration 39Q: 3 clusters Score -1.319754e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -13197555.000000 Penalty: 3466.080078
	Iteration 40F: 3 clusters Score -1.319756e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -13197591.000000 Penalty: 3466.080078
	Iteration 41Q: 3 clusters Score -1.319759e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -13197604.000000 Penalty: 3466.080078
	Iteration 42Q: 3 clusters Score -1.31976e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -13197641.000000 Penalty: 3466.080078
	Iteration 43Q: 3 clusters Score -1.319764e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -13197653.000000 Penalty: 3466.080078
	Iteration 44Q: 3 clusters Score -1.319765e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -13197701.000000 Penalty: 3466.080078
	Iteration 45Q: 3 clusters Score -1.31977e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -13197738.000000 Penalty: 3466.080078
	Iteration 46Q: 3 clusters Score -1.319774e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -13197734.000000 Penalty: 3466.080078
	Iteration 47Q: 3 clusters Score -1.319773e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -13197763.000000 Penalty: 3466.080078
	Iteration 48Q: 3 clusters Score -1.319776e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -13197774.000000 Penalty: 3466.080078
	Iteration 49Q: 3 clusters Score -1.319777e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -13197765.000000 Penalty: 3466.080078
	Iteration 50Q: 3 clusters Score -1.319776e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -13197761.000000 Penalty: 3466.080078
	Iteration 51Q: 3 clusters Score -1.319776e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -13197765.000000 Penalty: 3466.080078
	Iteration 52Q: 3 clusters Score -1.319776e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -13197760.000000 Penalty: 3466.080078
	Iteration 53Q: 3 clusters Score -1.319776e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -13197794.000000 Penalty: 3466.080078
	Iteration 54Q: 3 clusters Score -1.319779e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -13197783.000000 Penalty: 3466.080078
	Iteration 55Q: 3 clusters Score -1.319778e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -13197821.000000 Penalty: 3466.080078
	Iteration 56Q: 3 clusters Score -1.319782e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -13197815.000000 Penalty: 3466.080078
	Iteration 57Q: 3 clusters Score -1.319782e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -13197821.000000 Penalty: 3466.080078
	Iteration 58Q: 3 clusters Score -1.319782e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -13197839.000000 Penalty: 3466.080078
	Iteration 59Q: 3 clusters Score -1.319784e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -13197831.000000 Penalty: 3466.080078
	Iteration 60F: 3 clusters Score -1.319783e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -13197830.000000 Penalty: 3466.080078
	Iteration 61Q: 3 clusters Score -1.319783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -13197832.000000 Penalty: 3466.080078
	Iteration 62Q: 3 clusters Score -1.319783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92768 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -13197841.000000 Penalty: 3466.080078
	Iteration 63Q: 3 clusters Score -1.319784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -13197841.000000 Penalty: 3466.080078
	Iteration 64Q: 3 clusters Score -1.319784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -13197846.000000 Penalty: 3466.080078
	Iteration 65Q: 3 clusters Score -1.319785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -13197825.000000 Penalty: 3466.080078
	Iteration 66Q: 3 clusters Score -1.319782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -13197842.000000 Penalty: 3466.080078
	Iteration 67Q: 3 clusters Score -1.319784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -13197849.000000 Penalty: 3466.080078
	Iteration 68Q: 3 clusters Score -1.319785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -13197826.000000 Penalty: 3466.080078
	Iteration 69Q: 3 clusters Score -1.319783e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -13197831.000000 Penalty: 3466.080078
	Iteration 70Q: 3 clusters Score -1.319783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -13197816.000000 Penalty: 3466.080078
	Iteration 71Q: 3 clusters Score -1.319782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -13197837.000000 Penalty: 3466.080078
	Iteration 72Q: 3 clusters Score -1.319784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -13197837.000000 Penalty: 3466.080078
	Iteration 73Q: 3 clusters Score -1.319784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -13197825.000000 Penalty: 3466.080078
	Iteration 74Q: 3 clusters Score -1.319782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -13197832.000000 Penalty: 3466.080078
	Iteration 75Q: 3 clusters Score -1.319783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -13197855.000000 Penalty: 3466.080078
	Iteration 76Q: 3 clusters Score -1.319786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -13197860.000000 Penalty: 3466.080078
	Iteration 77Q: 3 clusters Score -1.319786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -13197868.000000 Penalty: 3466.080078
	Iteration 78Q: 3 clusters Score -1.319787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -13197873.000000 Penalty: 3466.080078
	Iteration 79Q: 3 clusters Score -1.319787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -13197858.000000 Penalty: 3466.080078
	Iteration 80F: 3 clusters Score -1.319786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -13197859.000000 Penalty: 3466.080078
	Iteration 81Q: 3 clusters Score -1.319786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -13197864.000000 Penalty: 3466.080078
	Iteration 82Q: 3 clusters Score -1.319786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -13197855.000000 Penalty: 3466.080078
	Iteration 83Q: 3 clusters Score -1.319786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -13197847.000000 Penalty: 3466.080078
	Iteration 84Q: 3 clusters Score -1.319785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -13197841.000000 Penalty: 3466.080078
	Iteration 85Q: 3 clusters Score -1.319784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -13197842.000000 Penalty: 3466.080078
	Iteration 86Q: 3 clusters Score -1.319784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -13197840.000000 Penalty: 3466.080078
	Iteration 87Q: 3 clusters Score -1.319784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -13197839.000000 Penalty: 3466.080078
	Iteration 88Q: 3 clusters Score -1.319784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -13197844.000000 Penalty: 3466.080078
	Iteration 89Q: 3 clusters Score -1.319784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -13197839.000000 Penalty: 3466.080078
	Iteration 90Q: 3 clusters Score -1.319784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -13197835.000000 Penalty: 3466.080078
	Iteration 91Q: 3 clusters Score -1.319784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -13197845.000000 Penalty: 3466.080078
	Iteration 92Q: 3 clusters Score -1.319784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -13197836.000000 Penalty: 3466.080078
	Iteration 93Q: 3 clusters Score -1.319784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -13197856.000000 Penalty: 3466.080078
	Iteration 94Q: 3 clusters Score -1.319786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -13197856.000000 Penalty: 3466.080078
	Iteration 95Q: 3 clusters Score -1.319786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -13197844.000000 Penalty: 3466.080078
	Iteration 96Q: 3 clusters Score -1.319784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -13197830.000000 Penalty: 3466.080078
	Iteration 97Q: 3 clusters Score -1.319783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -13197822.000000 Penalty: 3466.080078
	Iteration 98Q: 3 clusters Score -1.319782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -13197817.000000 Penalty: 3466.080078
	Iteration 99Q: 3 clusters Score -1.319782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -13197815.000000 Penalty: 3466.080078
	Iteration 100F: 3 clusters Score -1.319782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -13197827.000000 Penalty: 3466.080078
	Iteration 101Q: 3 clusters Score -1.319783e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -13197825.000000 Penalty: 3466.080078
	Iteration 102Q: 3 clusters Score -1.319782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -13197837.000000 Penalty: 3466.080078
	Iteration 103Q: 3 clusters Score -1.319784e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -13197845.000000 Penalty: 3466.080078
	Iteration 104Q: 3 clusters Score -1.319784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -13197848.000000 Penalty: 3466.080078
	Iteration 105Q: 3 clusters Score -1.319785e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -13197845.000000 Penalty: 3466.080078
	Iteration 106Q: 3 clusters Score -1.319784e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -13197851.000000 Penalty: 3466.080078
	Iteration 107Q: 3 clusters Score -1.319785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -13197870.000000 Penalty: 3466.080078
	Iteration 108Q: 3 clusters Score -1.319787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -13197864.000000 Penalty: 3466.080078
	Iteration 109Q: 3 clusters Score -1.319786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -13197856.000000 Penalty: 3466.080078
	Iteration 110Q: 3 clusters Score -1.319786e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -13197824.000000 Penalty: 3466.080078
	Iteration 111Q: 3 clusters Score -1.319782e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -13197837.000000 Penalty: 3466.080078
	Iteration 112Q: 3 clusters Score -1.319784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -13197845.000000 Penalty: 3466.080078
	Iteration 113Q: 3 clusters Score -1.319784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -13197839.000000 Penalty: 3466.080078
	Iteration 114Q: 3 clusters Score -1.319784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -13197840.000000 Penalty: 3466.080078
	Iteration 115Q: 3 clusters Score -1.319784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -13197840.000000 Penalty: 3466.080078
	Iteration 116Q: 3 clusters Score -1.319784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -13197826.000000 Penalty: 3466.080078
	Iteration 117Q: 3 clusters Score -1.319783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -13197839.000000 Penalty: 3466.080078
	Iteration 118Q: 3 clusters Score -1.319784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -13197828.000000 Penalty: 3466.080078
	Iteration 119Q: 3 clusters Score -1.319783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -13197820.000000 Penalty: 3466.080078
	Iteration 120F: 3 clusters Score -1.319782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -13197821.000000 Penalty: 3466.080078
	Iteration 121Q: 3 clusters Score -1.319782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -13197816.000000 Penalty: 3466.080078
	Iteration 122Q: 3 clusters Score -1.319782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -13197834.000000 Penalty: 3466.080078
	Iteration 123Q: 3 clusters Score -1.319783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -13197821.000000 Penalty: 3466.080078
	Iteration 124Q: 3 clusters Score -1.319782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -13197817.000000 Penalty: 3466.080078
	Iteration 125Q: 3 clusters Score -1.319782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -13197818.000000 Penalty: 3466.080078
	Iteration 126Q: 3 clusters Score -1.319782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -13197822.000000 Penalty: 3466.080078
	Iteration 127Q: 3 clusters Score -1.319782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -13197809.000000 Penalty: 3466.080078
	Iteration 128Q: 3 clusters Score -1.319781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -13197804.000000 Penalty: 3466.080078
	Iteration 129Q: 3 clusters Score -1.31978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -13197801.000000 Penalty: 3466.080078
	Iteration 130Q: 3 clusters Score -1.31978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94083 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -13197811.000000 Penalty: 3466.080078
	Iteration 131Q: 3 clusters Score -1.319781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -13197798.000000 Penalty: 3466.080078
	Iteration 132Q: 3 clusters Score -1.31978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -13197803.000000 Penalty: 3466.080078
	Iteration 133Q: 3 clusters Score -1.31978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -13197811.000000 Penalty: 3466.080078
	Iteration 134Q: 3 clusters Score -1.319781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -13197811.000000 Penalty: 3466.080078
	Iteration 135Q: 3 clusters Score -1.319781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -13197802.000000 Penalty: 3466.080078
	Iteration 136Q: 3 clusters Score -1.31978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -13197801.000000 Penalty: 3466.080078
	Iteration 137Q: 3 clusters Score -1.31978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -13197793.000000 Penalty: 3466.080078
	Iteration 138Q: 3 clusters Score -1.319779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -13197801.000000 Penalty: 3466.080078
	Iteration 139Q: 3 clusters Score -1.31978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -13197812.000000 Penalty: 3466.080078
	Iteration 140F: 3 clusters Score -1.319781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -13197805.000000 Penalty: 3466.080078
	Iteration 141Q: 3 clusters Score -1.31978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -13197794.000000 Penalty: 3466.080078
	Iteration 142Q: 3 clusters Score -1.319779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -13197781.000000 Penalty: 3466.080078
	Iteration 143Q: 3 clusters Score -1.319778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -13197779.000000 Penalty: 3466.080078
	Iteration 144Q: 3 clusters Score -1.319778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -13197772.000000 Penalty: 3466.080078
	Iteration 145Q: 3 clusters Score -1.319777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -13197770.000000 Penalty: 3466.080078
	Iteration 146Q: 3 clusters Score -1.319777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -13197773.000000 Penalty: 3466.080078
	Iteration 147Q: 3 clusters Score -1.319777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -13197757.000000 Penalty: 3466.080078
	Iteration 148Q: 3 clusters Score -1.319776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -13197754.000000 Penalty: 3466.080078
	Iteration 149Q: 3 clusters Score -1.319775e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -13197751.000000 Penalty: 3466.080078
	Iteration 150Q: 3 clusters Score -1.319775e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -13197744.000000 Penalty: 3466.080078
	Iteration 151Q: 3 clusters Score -1.319774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -13197726.000000 Penalty: 3466.080078
	Iteration 152Q: 3 clusters Score -1.319773e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -13197732.000000 Penalty: 3466.080078
	Iteration 153Q: 3 clusters Score -1.319773e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -13197704.000000 Penalty: 3466.080078
	Iteration 154Q: 3 clusters Score -1.31977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -13197715.000000 Penalty: 3466.080078
	Iteration 155Q: 3 clusters Score -1.319772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -13197716.000000 Penalty: 3466.080078
	Iteration 156Q: 3 clusters Score -1.319772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -13197719.000000 Penalty: 3466.080078
	Iteration 157Q: 3 clusters Score -1.319772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -13197722.000000 Penalty: 3466.080078
	Iteration 158Q: 3 clusters Score -1.319772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -13197718.000000 Penalty: 3466.080078
	Iteration 159Q: 3 clusters Score -1.319772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -13197702.000000 Penalty: 3466.080078
	Iteration 160F: 3 clusters Score -1.31977e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -13197694.000000 Penalty: 3466.080078
	Iteration 161Q: 3 clusters Score -1.319769e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -13197684.000000 Penalty: 3466.080078
	Iteration 162Q: 3 clusters Score -1.319768e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -13197684.000000 Penalty: 3466.080078
	Iteration 163Q: 3 clusters Score -1.319768e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -13197682.000000 Penalty: 3466.080078
	Iteration 164Q: 3 clusters Score -1.319768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -13197691.000000 Penalty: 3466.080078
	Iteration 165Q: 3 clusters Score -1.319769e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95119 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -13197693.000000 Penalty: 3466.080078
	Iteration 166Q: 3 clusters Score -1.319769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -13197698.000000 Penalty: 3466.080078
	Iteration 167Q: 3 clusters Score -1.31977e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -13197705.000000 Penalty: 3466.080078
	Iteration 168Q: 3 clusters Score -1.31977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95288 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -13197693.000000 Penalty: 3466.080078
	Iteration 169Q: 3 clusters Score -1.319769e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -13197710.000000 Penalty: 3466.080078
	Iteration 170Q: 3 clusters Score -1.319771e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -13197692.000000 Penalty: 3466.080078
	Iteration 171Q: 3 clusters Score -1.319769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -13197677.000000 Penalty: 3466.080078
	Iteration 172Q: 3 clusters Score -1.319768e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -13197670.000000 Penalty: 3466.080078
	Iteration 173Q: 3 clusters Score -1.319767e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -13197648.000000 Penalty: 3466.080078
	Iteration 174Q: 3 clusters Score -1.319765e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -13197634.000000 Penalty: 3466.080078
	Iteration 175Q: 3 clusters Score -1.319763e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -13197654.000000 Penalty: 3466.080078
	Iteration 176Q: 3 clusters Score -1.319765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -13197648.000000 Penalty: 3466.080078
	Iteration 177Q: 3 clusters Score -1.319765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -13197644.000000 Penalty: 3466.080078
	Iteration 178Q: 3 clusters Score -1.319764e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -13197655.000000 Penalty: 3466.080078
	Iteration 179Q: 3 clusters Score -1.319766e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -13197626.000000 Penalty: 3466.080078
	Iteration 180F: 3 clusters Score -1.319763e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -13197639.000000 Penalty: 3466.080078
	Iteration 181Q: 3 clusters Score -1.319764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -13197636.000000 Penalty: 3466.080078
	Iteration 182Q: 3 clusters Score -1.319764e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -13197608.000000 Penalty: 3466.080078
	Iteration 183Q: 3 clusters Score -1.319761e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -13197627.000000 Penalty: 3466.080078
	Iteration 184Q: 3 clusters Score -1.319763e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -13197640.000000 Penalty: 3466.080078
	Iteration 185Q: 3 clusters Score -1.319764e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -13197649.000000 Penalty: 3466.080078
	Iteration 186Q: 3 clusters Score -1.319765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -13197655.000000 Penalty: 3466.080078
	Iteration 187Q: 3 clusters Score -1.319766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -13197659.000000 Penalty: 3466.080078
	Iteration 188Q: 3 clusters Score -1.319766e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -13197640.000000 Penalty: 3466.080078
	Iteration 189Q: 3 clusters Score -1.319764e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -13197630.000000 Penalty: 3466.080078
	Iteration 190Q: 3 clusters Score -1.319763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -13197625.000000 Penalty: 3466.080078
	Iteration 191Q: 3 clusters Score -1.319762e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -13197623.000000 Penalty: 3466.080078
	Iteration 192Q: 3 clusters Score -1.319762e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -13197630.000000 Penalty: 3466.080078
	Iteration 193Q: 3 clusters Score -1.319763e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -13197604.000000 Penalty: 3466.080078
	Iteration 194Q: 3 clusters Score -1.31976e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -13197588.000000 Penalty: 3466.080078
	Iteration 195Q: 3 clusters Score -1.319759e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -13197574.000000 Penalty: 3466.080078
	Iteration 196Q: 3 clusters Score -1.319757e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -13197594.000000 Penalty: 3466.080078
	Iteration 197Q: 3 clusters Score -1.319759e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -13197582.000000 Penalty: 3466.080078
	Iteration 198Q: 3 clusters Score -1.319758e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -13197582.000000 Penalty: 3466.080078
	Iteration 199Q: 3 clusters Score -1.319758e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -13197584.000000 Penalty: 3466.080078
	Iteration 200F: 3 clusters Score -1.319758e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -13197589.000000 Penalty: 3466.080078
	Iteration 201Q: 3 clusters Score -1.319759e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -13197603.000000 Penalty: 3466.080078
	Iteration 202Q: 3 clusters Score -1.31976e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -13197592.000000 Penalty: 3466.080078
	Iteration 203Q: 3 clusters Score -1.319759e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -13197569.000000 Penalty: 3466.080078
	Iteration 204Q: 3 clusters Score -1.319757e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -13197549.000000 Penalty: 3466.080078
	Iteration 205Q: 3 clusters Score -1.319755e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -13197524.000000 Penalty: 3466.080078
	Iteration 206Q: 3 clusters Score -1.319752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -13197499.000000 Penalty: 3466.080078
	Iteration 207Q: 3 clusters Score -1.31975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -13197508.000000 Penalty: 3466.080078
	Iteration 208Q: 3 clusters Score -1.319751e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -13197491.000000 Penalty: 3466.080078
	Iteration 209Q: 3 clusters Score -1.319749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -13197487.000000 Penalty: 3466.080078
	Iteration 210Q: 3 clusters Score -1.319749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -13197485.000000 Penalty: 3466.080078
	Iteration 211Q: 3 clusters Score -1.319748e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -13197506.000000 Penalty: 3466.080078
	Iteration 212Q: 3 clusters Score -1.319751e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -13197500.000000 Penalty: 3466.080078
	Iteration 213Q: 3 clusters Score -1.31975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -13197518.000000 Penalty: 3466.080078
	Iteration 214Q: 3 clusters Score -1.319752e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98293 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -13197485.000000 Penalty: 3466.080078
	Iteration 215Q: 3 clusters Score -1.319748e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -13197493.000000 Penalty: 3466.080078
	Iteration 216Q: 3 clusters Score -1.319749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -13197498.000000 Penalty: 3466.080078
	Iteration 217Q: 3 clusters Score -1.31975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -13197478.000000 Penalty: 3466.080078
	Iteration 218Q: 3 clusters Score -1.319748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -13197491.000000 Penalty: 3466.080078
	Iteration 219Q: 3 clusters Score -1.319749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -13197486.000000 Penalty: 3466.080078
	Iteration 220F: 3 clusters Score -1.319749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -13197490.000000 Penalty: 3466.080078
	Iteration 221Q: 3 clusters Score -1.319749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -13197463.000000 Penalty: 3466.080078
	Iteration 222Q: 3 clusters Score -1.319746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -13197470.000000 Penalty: 3466.080078
	Iteration 223Q: 3 clusters Score -1.319747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -13197491.000000 Penalty: 3466.080078
	Iteration 224Q: 3 clusters Score -1.319749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -13197517.000000 Penalty: 3466.080078
	Iteration 225Q: 3 clusters Score -1.319752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -13197514.000000 Penalty: 3466.080078
	Iteration 226Q: 3 clusters Score -1.319751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -13197519.000000 Penalty: 3466.080078
	Iteration 227Q: 3 clusters Score -1.319752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -13197522.000000 Penalty: 3466.080078
	Iteration 228Q: 3 clusters Score -1.319752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -13197514.000000 Penalty: 3466.080078
	Iteration 229Q: 3 clusters Score -1.319751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -13197507.000000 Penalty: 3466.080078
	Iteration 230Q: 3 clusters Score -1.319751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -13197527.000000 Penalty: 3466.080078
	Iteration 231Q: 3 clusters Score -1.319753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -13197522.000000 Penalty: 3466.080078
	Iteration 232Q: 3 clusters Score -1.319752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -13197520.000000 Penalty: 3466.080078
	Iteration 233Q: 3 clusters Score -1.319752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -13197526.000000 Penalty: 3466.080078
	Iteration 234Q: 3 clusters Score -1.319753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -13197517.000000 Penalty: 3466.080078
	Iteration 235Q: 3 clusters Score -1.319752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98731 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -13197515.000000 Penalty: 3466.080078
	Iteration 236Q: 3 clusters Score -1.319752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -13197508.000000 Penalty: 3466.080078
	Iteration 237Q: 3 clusters Score -1.319751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -13197508.000000 Penalty: 3466.080078
	Iteration 238Q: 3 clusters Score -1.319751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -13197511.000000 Penalty: 3466.080078
	Iteration 239Q: 3 clusters Score -1.319751e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -13197512.000000 Penalty: 3466.080078
	Iteration 240F: 3 clusters Score -1.319751e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -13197492.000000 Penalty: 3466.080078
	Iteration 241Q: 3 clusters Score -1.319749e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -13197489.000000 Penalty: 3466.080078
	Iteration 242Q: 3 clusters Score -1.319749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -13197478.000000 Penalty: 3466.080078
	Iteration 243Q: 3 clusters Score -1.319748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -13197458.000000 Penalty: 3466.080078
	Iteration 244Q: 3 clusters Score -1.319746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -13197429.000000 Penalty: 3466.080078
	Iteration 245Q: 3 clusters Score -1.319743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -13197403.000000 Penalty: 3466.080078
	Iteration 246Q: 3 clusters Score -1.31974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -13197409.000000 Penalty: 3466.080078
	Iteration 247Q: 3 clusters Score -1.319741e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -13197379.000000 Penalty: 3466.080078
	Iteration 248Q: 3 clusters Score -1.319738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -13197374.000000 Penalty: 3466.080078
	Iteration 249Q: 3 clusters Score -1.319737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -13197354.000000 Penalty: 3466.080078
	Iteration 250Q: 3 clusters Score -1.319735e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -13197356.000000 Penalty: 3466.080078
	Iteration 251Q: 3 clusters Score -1.319736e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -13197343.000000 Penalty: 3466.080078
	Iteration 252Q: 3 clusters Score -1.319734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -13197364.000000 Penalty: 3466.080078
	Iteration 253Q: 3 clusters Score -1.319736e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -13197368.000000 Penalty: 3466.080078
	Iteration 254Q: 3 clusters Score -1.319737e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -13197346.000000 Penalty: 3466.080078
	Iteration 255Q: 3 clusters Score -1.319735e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -13197367.000000 Penalty: 3466.080078
	Iteration 256Q: 3 clusters Score -1.319737e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -13197339.000000 Penalty: 3466.080078
	Iteration 257Q: 3 clusters Score -1.319734e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -13197335.000000 Penalty: 3466.080078
	Iteration 258Q: 3 clusters Score -1.319734e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -13197305.000000 Penalty: 3466.080078
	Iteration 259Q: 3 clusters Score -1.31973e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -13197307.000000 Penalty: 3466.080078
	Iteration 260F: 3 clusters Score -1.319731e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -13197309.000000 Penalty: 3466.080078
	Iteration 261Q: 3 clusters Score -1.319731e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -13197312.000000 Penalty: 3466.080078
	Iteration 262Q: 3 clusters Score -1.319731e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -13197273.000000 Penalty: 3466.080078
	Iteration 263Q: 3 clusters Score -1.319727e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -13197275.000000 Penalty: 3466.080078
	Iteration 264Q: 3 clusters Score -1.319728e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -13197270.000000 Penalty: 3466.080078
	Iteration 265Q: 3 clusters Score -1.319727e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -13197276.000000 Penalty: 3466.080078
	Iteration 266Q: 3 clusters Score -1.319728e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -13197271.000000 Penalty: 3466.080078
	Iteration 267Q: 3 clusters Score -1.319727e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -13197296.000000 Penalty: 3466.080078
	Iteration 268Q: 3 clusters Score -1.31973e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -13197265.000000 Penalty: 3466.080078
	Iteration 269Q: 3 clusters Score -1.319726e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -13197247.000000 Penalty: 3466.080078
	Iteration 270Q: 3 clusters Score -1.319725e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -13197256.000000 Penalty: 3466.080078
	Iteration 271Q: 3 clusters Score -1.319726e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -13197241.000000 Penalty: 3466.080078
	Iteration 272Q: 3 clusters Score -1.319724e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -13197232.000000 Penalty: 3466.080078
	Iteration 273Q: 3 clusters Score -1.319723e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -13197210.000000 Penalty: 3466.080078
	Iteration 274Q: 3 clusters Score -1.319721e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -13197202.000000 Penalty: 3466.080078
	Iteration 275Q: 3 clusters Score -1.31972e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -13197226.000000 Penalty: 3466.080078
	Iteration 276Q: 3 clusters Score -1.319723e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -13197233.000000 Penalty: 3466.080078
	Iteration 277Q: 3 clusters Score -1.319723e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -13197263.000000 Penalty: 3466.080078
	Iteration 278Q: 3 clusters Score -1.319726e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -13197263.000000 Penalty: 3466.080078
	Iteration 279Q: 3 clusters Score -1.319726e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -13197282.000000 Penalty: 3466.080078
	Iteration 280F: 3 clusters Score -1.319728e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -13197265.000000 Penalty: 3466.080078
	Iteration 281Q: 3 clusters Score -1.319726e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -13197262.000000 Penalty: 3466.080078
	Iteration 282Q: 3 clusters Score -1.319726e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -13197276.000000 Penalty: 3466.080078
	Iteration 283Q: 3 clusters Score -1.319728e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -13197333.000000 Penalty: 3466.080078
	Iteration 284Q: 3 clusters Score -1.319733e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -13197366.000000 Penalty: 3466.080078
	Iteration 285Q: 3 clusters Score -1.319737e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -13197386.000000 Penalty: 3466.080078
	Iteration 286Q: 3 clusters Score -1.319739e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -13197360.000000 Penalty: 3466.080078
	Iteration 287Q: 3 clusters Score -1.319736e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -13197360.000000 Penalty: 3466.080078
	Iteration 288Q: 3 clusters Score -1.319736e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -13197429.000000 Penalty: 3466.080078
	Iteration 289Q: 3 clusters Score -1.319743e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -13197420.000000 Penalty: 3466.080078
	Iteration 290Q: 3 clusters Score -1.319742e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -13197384.000000 Penalty: 3466.080078
	Iteration 291Q: 3 clusters Score -1.319738e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -13197432.000000 Penalty: 3466.080078
	Iteration 292Q: 3 clusters Score -1.319743e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -13197428.000000 Penalty: 3466.080078
	Iteration 293Q: 3 clusters Score -1.319743e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -13197462.000000 Penalty: 3466.080078
	Iteration 294Q: 3 clusters Score -1.319746e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -13197486.000000 Penalty: 3466.080078
	Iteration 295Q: 3 clusters Score -1.319749e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -13197542.000000 Penalty: 3466.080078
	Iteration 296Q: 3 clusters Score -1.319754e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -13197527.000000 Penalty: 3466.080078
	Iteration 297Q: 3 clusters Score -1.319753e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -13197550.000000 Penalty: 3466.080078
	Iteration 298Q: 3 clusters Score -1.319755e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -13197586.000000 Penalty: 3466.080078
	Iteration 299Q: 3 clusters Score -1.319759e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -13197577.000000 Penalty: 3466.080078
	Iteration 300F: 3 clusters Score -1.319758e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -13197610.000000 Penalty: 3466.080078
	Iteration 301Q: 3 clusters Score -1.319761e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -13197636.000000 Penalty: 3466.080078
	Iteration 302Q: 3 clusters Score -1.319764e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -13197665.000000 Penalty: 3466.080078
	Iteration 303Q: 3 clusters Score -1.319766e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -13197690.000000 Penalty: 3466.080078
	Iteration 304Q: 3 clusters Score -1.319769e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -13197696.000000 Penalty: 3466.080078
	Iteration 305Q: 3 clusters Score -1.31977e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -13197697.000000 Penalty: 3466.080078
	Iteration 306Q: 3 clusters Score -1.31977e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -13197712.000000 Penalty: 3466.080078
	Iteration 307Q: 3 clusters Score -1.319771e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -13197720.000000 Penalty: 3466.080078
	Iteration 308Q: 3 clusters Score -1.319772e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -13197707.000000 Penalty: 3466.080078
	Iteration 309Q: 3 clusters Score -1.319771e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -13197699.000000 Penalty: 3466.080078
	Iteration 310Q: 3 clusters Score -1.31977e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -13197725.000000 Penalty: 3466.080078
	Iteration 311Q: 3 clusters Score -1.319772e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -13197785.000000 Penalty: 3466.080078
	Iteration 312Q: 3 clusters Score -1.319778e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -13197782.000000 Penalty: 3466.080078
	Iteration 313Q: 3 clusters Score -1.319778e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109405 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -13197797.000000 Penalty: 3466.080078
	Iteration 314Q: 3 clusters Score -1.31978e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -13197820.000000 Penalty: 3466.080078
	Iteration 315Q: 3 clusters Score -1.319782e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -13197839.000000 Penalty: 3466.080078
	Iteration 316Q: 3 clusters Score -1.319784e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -13197858.000000 Penalty: 3466.080078
	Iteration 317Q: 3 clusters Score -1.319786e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -13197846.000000 Penalty: 3466.080078
	Iteration 318Q: 3 clusters Score -1.319785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -13197861.000000 Penalty: 3466.080078
	Iteration 319Q: 3 clusters Score -1.319786e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -13197878.000000 Penalty: 3466.080078
	Iteration 320F: 3 clusters Score -1.319788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -13197888.000000 Penalty: 3466.080078
	Iteration 321Q: 3 clusters Score -1.319789e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -13197895.000000 Penalty: 3466.080078
	Iteration 322Q: 3 clusters Score -1.31979e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110082 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -13197901.000000 Penalty: 3466.080078
	Iteration 323Q: 3 clusters Score -1.31979e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -13197939.000000 Penalty: 3466.080078
	Iteration 324Q: 3 clusters Score -1.319794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -13197963.000000 Penalty: 3466.080078
	Iteration 325Q: 3 clusters Score -1.319796e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -13197973.000000 Penalty: 3466.080078
	Iteration 326Q: 3 clusters Score -1.319797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -13197968.000000 Penalty: 3466.080078
	Iteration 327Q: 3 clusters Score -1.319797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -13197967.000000 Penalty: 3466.080078
	Iteration 328Q: 3 clusters Score -1.319797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -13197977.000000 Penalty: 3466.080078
	Iteration 329Q: 3 clusters Score -1.319798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -13198001.000000 Penalty: 3466.080078
	Iteration 330Q: 3 clusters Score -1.3198e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -13198019.000000 Penalty: 3466.080078
	Iteration 331Q: 3 clusters Score -1.319802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -13198011.000000 Penalty: 3466.080078
	Iteration 332Q: 3 clusters Score -1.319801e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -13198019.000000 Penalty: 3466.080078
	Iteration 333Q: 3 clusters Score -1.319802e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -13198046.000000 Penalty: 3466.080078
	Iteration 334Q: 3 clusters Score -1.319805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -13198021.000000 Penalty: 3466.080078
	Iteration 335Q: 3 clusters Score -1.319802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13198057.000000 Penalty: 3466.080078
	Iteration 336Q: 3 clusters Score -1.319806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110803 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -13198043.000000 Penalty: 3466.080078
	Iteration 337Q: 3 clusters Score -1.319804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -13198072.000000 Penalty: 3466.080078
	Iteration 338Q: 3 clusters Score -1.319807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -13198090.000000 Penalty: 3466.080078
	Iteration 339Q: 3 clusters Score -1.319809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -13198079.000000 Penalty: 3466.080078
	Iteration 340F: 3 clusters Score -1.319808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -13198099.000000 Penalty: 3466.080078
	Iteration 341Q: 3 clusters Score -1.31981e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -13198089.000000 Penalty: 3466.080078
	Iteration 342Q: 3 clusters Score -1.319809e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13198112.000000 Penalty: 3466.080078
	Iteration 343Q: 3 clusters Score -1.319811e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111036 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -13198119.000000 Penalty: 3466.080078
	Iteration 344Q: 3 clusters Score -1.319812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111060 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -13198126.000000 Penalty: 3466.080078
	Iteration 345Q: 3 clusters Score -1.319813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -13198141.000000 Penalty: 3466.080078
	Iteration 346Q: 3 clusters Score -1.319814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111111 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -13198149.000000 Penalty: 3466.080078
	Iteration 347Q: 3 clusters Score -1.319815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13198138.000000 Penalty: 3466.080078
	Iteration 348Q: 3 clusters Score -1.319814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13198167.000000 Penalty: 3466.080078
	Iteration 349Q: 3 clusters Score -1.319817e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13198157.000000 Penalty: 3466.080078
	Iteration 350Q: 3 clusters Score -1.319816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13198167.000000 Penalty: 3466.080078
	Iteration 351Q: 3 clusters Score -1.319817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -13198152.000000 Penalty: 3466.080078
	Iteration 352Q: 3 clusters Score -1.319815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -13198162.000000 Penalty: 3466.080078
	Iteration 353Q: 3 clusters Score -1.319816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -13198166.000000 Penalty: 3466.080078
	Iteration 354Q: 3 clusters Score -1.319817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -13198164.000000 Penalty: 3466.080078
	Iteration 355Q: 3 clusters Score -1.319816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -13198170.000000 Penalty: 3466.080078
	Iteration 356Q: 3 clusters Score -1.319817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111335 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -13198179.000000 Penalty: 3466.080078
	Iteration 357Q: 3 clusters Score -1.319818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -13198185.000000 Penalty: 3466.080078
	Iteration 358Q: 3 clusters Score -1.319818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -13198199.000000 Penalty: 3466.080078
	Iteration 359Q: 3 clusters Score -1.31982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -13198181.000000 Penalty: 3466.080078
	Iteration 360F: 3 clusters Score -1.319818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -13198202.000000 Penalty: 3466.080078
	Iteration 361Q: 3 clusters Score -1.31982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -13198202.000000 Penalty: 3466.080078
	Iteration 362Q: 3 clusters Score -1.31982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -13198197.000000 Penalty: 3466.080078
	Iteration 363Q: 3 clusters Score -1.31982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13198216.000000 Penalty: 3466.080078
	Iteration 364Q: 3 clusters Score -1.319822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13198207.000000 Penalty: 3466.080078
	Iteration 365Q: 3 clusters Score -1.319821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111529 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -13198208.000000 Penalty: 3466.080078
	Iteration 366Q: 3 clusters Score -1.319821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -13198221.000000 Penalty: 3466.080078
	Iteration 367Q: 3 clusters Score -1.319822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -13198216.000000 Penalty: 3466.080078
	Iteration 368Q: 3 clusters Score -1.319822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -13198232.000000 Penalty: 3466.080078
	Iteration 369Q: 3 clusters Score -1.319823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111548 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -13198236.000000 Penalty: 3466.080078
	Iteration 370Q: 3 clusters Score -1.319824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13198232.000000 Penalty: 3466.080078
	Iteration 371Q: 3 clusters Score -1.319823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -13198234.000000 Penalty: 3466.080078
	Iteration 372Q: 3 clusters Score -1.319823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -13198236.000000 Penalty: 3466.080078
	Iteration 373Q: 3 clusters Score -1.319824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13198236.000000 Penalty: 3466.080078
	Iteration 374Q: 3 clusters Score -1.319824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -13198238.000000 Penalty: 3466.080078
	Iteration 375Q: 3 clusters Score -1.319824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -13198251.000000 Penalty: 3466.080078
	Iteration 376Q: 3 clusters Score -1.319825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111643 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -13198265.000000 Penalty: 3466.080078
	Iteration 377Q: 3 clusters Score -1.319826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13198261.000000 Penalty: 3466.080078
	Iteration 378Q: 3 clusters Score -1.319826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -13198275.000000 Penalty: 3466.080078
	Iteration 379Q: 3 clusters Score -1.319828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111726 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -13198268.000000 Penalty: 3466.080078
	Iteration 380F: 3 clusters Score -1.319827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13198277.000000 Penalty: 3466.080078
	Iteration 381Q: 3 clusters Score -1.319828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13198285.000000 Penalty: 3466.080078
	Iteration 382Q: 3 clusters Score -1.319828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13198279.000000 Penalty: 3466.080078
	Iteration 383Q: 3 clusters Score -1.319828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -13198283.000000 Penalty: 3466.080078
	Iteration 384Q: 3 clusters Score -1.319828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -13198299.000000 Penalty: 3466.080078
	Iteration 385Q: 3 clusters Score -1.31983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13198320.000000 Penalty: 3466.080078
	Iteration 386Q: 3 clusters Score -1.319832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -13198329.000000 Penalty: 3466.080078
	Iteration 387Q: 3 clusters Score -1.319833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -13198339.000000 Penalty: 3466.080078
	Iteration 388Q: 3 clusters Score -1.319834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -13198326.000000 Penalty: 3466.080078
	Iteration 389Q: 3 clusters Score -1.319833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111975 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -13198330.000000 Penalty: 3466.080078
	Iteration 390Q: 3 clusters Score -1.319833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13198352.000000 Penalty: 3466.080078
	Iteration 391Q: 3 clusters Score -1.319835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111999 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -13198344.000000 Penalty: 3466.080078
	Iteration 392Q: 3 clusters Score -1.319834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13198357.000000 Penalty: 3466.080078
	Iteration 393Q: 3 clusters Score -1.319836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -13198362.000000 Penalty: 3466.080078
	Iteration 394Q: 3 clusters Score -1.319836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13198368.000000 Penalty: 3466.080078
	Iteration 395Q: 3 clusters Score -1.319837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13198371.000000 Penalty: 3466.080078
	Iteration 396Q: 3 clusters Score -1.319837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13198371.000000 Penalty: 3466.080078
	Iteration 397F: 3 clusters Score -1.319837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -713191.187500 Penalty: 1302.947510
	Iteration 0F: 2 clusters Score -713191.2 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 3131 members 
Entering Unmasked Estep 
Score: -708698.812500 Penalty: 2605.895020
	Iteration 0F: 3 clusters Score -708698.8 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -710066.312500 Penalty: 2605.895020
	Iteration 1F: 3 clusters Score -710066.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -710290.187500 Penalty: 2605.895020
	Iteration 2F: 3 clusters Score -710290.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -710415.000000 Penalty: 2605.895020
	Iteration 3Q: 3 clusters Score -710415 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -710525.125000 Penalty: 2605.895020
	Iteration 4Q: 3 clusters Score -710525.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -710627.812500 Penalty: 2605.895020
	Iteration 5Q: 3 clusters Score -710627.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -710730.937500 Penalty: 2605.895020
	Iteration 6Q: 3 clusters Score -710730.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -710847.062500 Penalty: 2605.895020
	Iteration 7Q: 3 clusters Score -710847.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -710954.937500 Penalty: 2605.895020
	Iteration 8Q: 3 clusters Score -710954.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -711058.687500 Penalty: 2605.895020
	Iteration 9Q: 3 clusters Score -711058.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -711170.250000 Penalty: 2605.895020
	Iteration 10Q: 3 clusters Score -711170.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -711296.437500 Penalty: 2605.895020
	Iteration 11Q: 3 clusters Score -711296.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -711429.437500 Penalty: 2605.895020
	Iteration 12Q: 3 clusters Score -711429.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -711564.812500 Penalty: 2605.895020
	Iteration 13Q: 3 clusters Score -711564.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -711686.250000 Penalty: 2605.895020
	Iteration 14Q: 3 clusters Score -711686.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -711824.375000 Penalty: 2605.895020
	Iteration 15Q: 3 clusters Score -711824.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -711945.375000 Penalty: 2605.895020
	Iteration 16Q: 3 clusters Score -711945.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -712038.312500 Penalty: 2605.895020
	Iteration 17Q: 3 clusters Score -712038.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -712094.562500 Penalty: 2605.895020
	Iteration 18Q: 3 clusters Score -712094.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -712131.000000 Penalty: 2605.895020
	Iteration 19Q: 3 clusters Score -712131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -712160.062500 Penalty: 2605.895020
	Iteration 20F: 3 clusters Score -712160.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -712189.500000 Penalty: 2605.895020
	Iteration 21Q: 3 clusters Score -712189.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -712210.187500 Penalty: 2605.895020
	Iteration 22Q: 3 clusters Score -712210.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -712228.000000 Penalty: 2605.895020
	Iteration 23Q: 3 clusters Score -712228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -712249.187500 Penalty: 2605.895020
	Iteration 24Q: 3 clusters Score -712249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -712271.187500 Penalty: 2605.895020
	Iteration 25Q: 3 clusters Score -712271.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -712293.937500 Penalty: 2605.895020
	Iteration 26Q: 3 clusters Score -712293.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -712307.375000 Penalty: 2605.895020
	Iteration 27Q: 3 clusters Score -712307.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -712323.062500 Penalty: 2605.895020
	Iteration 28Q: 3 clusters Score -712323.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -712331.937500 Penalty: 2605.895020
	Iteration 29Q: 3 clusters Score -712331.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -712337.000000 Penalty: 2605.895020
	Iteration 30Q: 3 clusters Score -712337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -712339.250000 Penalty: 2605.895020
	Iteration 31Q: 3 clusters Score -712339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -712344.312500 Penalty: 2605.895020
	Iteration 32Q: 3 clusters Score -712344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -712351.562500 Penalty: 2605.895020
	Iteration 33Q: 3 clusters Score -712351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -712352.312500 Penalty: 2605.895020
	Iteration 34Q: 3 clusters Score -712352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -712352.312500 Penalty: 2605.895020
	Iteration 35Q: 3 clusters Score -712352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -712356.125000 Penalty: 2605.895020
	Iteration 36Q: 3 clusters Score -712356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -712356.187500 Penalty: 2605.895020
	Iteration 37Q: 3 clusters Score -712356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -712356.187500 Penalty: 2605.895020
	Iteration 38F: 3 clusters Score -712356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -26204.523438 Penalty: 877.904785
	Iteration 0F: 2 clusters Score -26204.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25471.248047 Penalty: 1755.809570
	Iteration 0F: 3 clusters Score -25471.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25679.091797 Penalty: 1755.809570
	Iteration 1F: 3 clusters Score -25679.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25735.748047 Penalty: 1755.809570
	Iteration 2Q: 3 clusters Score -25735.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25792.859375 Penalty: 1755.809570
	Iteration 3Q: 3 clusters Score -25792.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25828.542969 Penalty: 1755.809570
	Iteration 4Q: 3 clusters Score -25828.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25840.224609 Penalty: 1755.809570
	Iteration 5Q: 3 clusters Score -25840.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25850.957031 Penalty: 1755.809570
	Iteration 6Q: 3 clusters Score -25850.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25866.746094 Penalty: 1755.809570
	Iteration 7Q: 3 clusters Score -25866.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25870.552734 Penalty: 1755.809570
	Iteration 8Q: 3 clusters Score -25870.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25872.466797 Penalty: 1755.809570
	Iteration 9Q: 3 clusters Score -25872.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25872.466797 Penalty: 1755.809570
	Iteration 10F: 3 clusters Score -25872.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Entering Unmasked Estep 
Score: -515583.843750 Penalty: 1253.553589
	Iteration 0F: 2 clusters Score -515583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -512151.281250 Penalty: 2507.107178
	Iteration 0F: 3 clusters Score -512151.3 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -513116.093750 Penalty: 2507.107178
	Iteration 1F: 3 clusters Score -513116.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -513345.750000 Penalty: 2507.107178
	Iteration 2F: 3 clusters Score -513345.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -513483.656250 Penalty: 2507.107178
	Iteration 3F: 3 clusters Score -513483.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -513586.000000 Penalty: 2507.107178
	Iteration 4Q: 3 clusters Score -513586 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -513655.406250 Penalty: 2507.107178
	Iteration 5Q: 3 clusters Score -513655.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -513701.968750 Penalty: 2507.107178
	Iteration 6Q: 3 clusters Score -513702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -513735.687500 Penalty: 2507.107178
	Iteration 7Q: 3 clusters Score -513735.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -513767.531250 Penalty: 2507.107178
	Iteration 8Q: 3 clusters Score -513767.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -513793.312500 Penalty: 2507.107178
	Iteration 9Q: 3 clusters Score -513793.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -513813.468750 Penalty: 2507.107178
	Iteration 10Q: 3 clusters Score -513813.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -513832.750000 Penalty: 2507.107178
	Iteration 11Q: 3 clusters Score -513832.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -513846.093750 Penalty: 2507.107178
	Iteration 12Q: 3 clusters Score -513846.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -513855.218750 Penalty: 2507.107178
	Iteration 13Q: 3 clusters Score -513855.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -513860.812500 Penalty: 2507.107178
	Iteration 14Q: 3 clusters Score -513860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -513864.375000 Penalty: 2507.107178
	Iteration 15Q: 3 clusters Score -513864.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -513868.093750 Penalty: 2507.107178
	Iteration 16Q: 3 clusters Score -513868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -513873.062500 Penalty: 2507.107178
	Iteration 17Q: 3 clusters Score -513873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -513877.343750 Penalty: 2507.107178
	Iteration 18Q: 3 clusters Score -513877.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -513881.312500 Penalty: 2507.107178
	Iteration 19Q: 3 clusters Score -513881.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -513884.593750 Penalty: 2507.107178
	Iteration 20F: 3 clusters Score -513884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -513887.750000 Penalty: 2507.107178
	Iteration 21Q: 3 clusters Score -513887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -513891.218750 Penalty: 2507.107178
	Iteration 22Q: 3 clusters Score -513891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -513892.781250 Penalty: 2507.107178
	Iteration 23Q: 3 clusters Score -513892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -513893.343750 Penalty: 2507.107178
	Iteration 24Q: 3 clusters Score -513893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -513895.312500 Penalty: 2507.107178
	Iteration 25Q: 3 clusters Score -513895.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -513898.500000 Penalty: 2507.107178
	Iteration 26Q: 3 clusters Score -513898.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -513901.843750 Penalty: 2507.107178
	Iteration 27Q: 3 clusters Score -513901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -513909.375000 Penalty: 2507.107178
	Iteration 28Q: 3 clusters Score -513909.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -513924.500000 Penalty: 2507.107178
	Iteration 29Q: 3 clusters Score -513924.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -513938.031250 Penalty: 2507.107178
	Iteration 30Q: 3 clusters Score -513938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -513953.875000 Penalty: 2507.107178
	Iteration 31Q: 3 clusters Score -513953.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -513966.781250 Penalty: 2507.107178
	Iteration 32Q: 3 clusters Score -513966.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -513983.156250 Penalty: 2507.107178
	Iteration 33Q: 3 clusters Score -513983.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -514002.562500 Penalty: 2507.107178
	Iteration 34Q: 3 clusters Score -514002.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -514026.312500 Penalty: 2507.107178
	Iteration 35Q: 3 clusters Score -514026.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -514059.562500 Penalty: 2507.107178
	Iteration 36Q: 3 clusters Score -514059.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -514097.906250 Penalty: 2507.107178
	Iteration 37Q: 3 clusters Score -514097.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -514132.843750 Penalty: 2507.107178
	Iteration 38Q: 3 clusters Score -514132.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -514170.781250 Penalty: 2507.107178
	Iteration 39Q: 3 clusters Score -514170.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -514203.406250 Penalty: 2507.107178
	Iteration 40F: 3 clusters Score -514203.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -514232.562500 Penalty: 2507.107178
	Iteration 41Q: 3 clusters Score -514232.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -514260.093750 Penalty: 2507.107178
	Iteration 42Q: 3 clusters Score -514260.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -514289.187500 Penalty: 2507.107178
	Iteration 43Q: 3 clusters Score -514289.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -514320.156250 Penalty: 2507.107178
	Iteration 44Q: 3 clusters Score -514320.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -514354.437500 Penalty: 2507.107178
	Iteration 45Q: 3 clusters Score -514354.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -514384.937500 Penalty: 2507.107178
	Iteration 46Q: 3 clusters Score -514384.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -514399.468750 Penalty: 2507.107178
	Iteration 47Q: 3 clusters Score -514399.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -514412.062500 Penalty: 2507.107178
	Iteration 48Q: 3 clusters Score -514412.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -514421.000000 Penalty: 2507.107178
	Iteration 49Q: 3 clusters Score -514421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -514431.281250 Penalty: 2507.107178
	Iteration 50Q: 3 clusters Score -514431.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -514437.812500 Penalty: 2507.107178
	Iteration 51Q: 3 clusters Score -514437.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -514441.375000 Penalty: 2507.107178
	Iteration 52Q: 3 clusters Score -514441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -514448.437500 Penalty: 2507.107178
	Iteration 53Q: 3 clusters Score -514448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -514455.656250 Penalty: 2507.107178
	Iteration 54Q: 3 clusters Score -514455.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -514462.125000 Penalty: 2507.107178
	Iteration 55Q: 3 clusters Score -514462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -514467.312500 Penalty: 2507.107178
	Iteration 56Q: 3 clusters Score -514467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -514472.250000 Penalty: 2507.107178
	Iteration 57Q: 3 clusters Score -514472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -514478.656250 Penalty: 2507.107178
	Iteration 58Q: 3 clusters Score -514478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -514482.312500 Penalty: 2507.107178
	Iteration 59Q: 3 clusters Score -514482.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -514487.281250 Penalty: 2507.107178
	Iteration 60F: 3 clusters Score -514487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -514493.468750 Penalty: 2507.107178
	Iteration 61Q: 3 clusters Score -514493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -514496.281250 Penalty: 2507.107178
	Iteration 62Q: 3 clusters Score -514496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -514500.156250 Penalty: 2507.107178
	Iteration 63Q: 3 clusters Score -514500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -514505.031250 Penalty: 2507.107178
	Iteration 64Q: 3 clusters Score -514505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -514509.875000 Penalty: 2507.107178
	Iteration 65Q: 3 clusters Score -514509.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -514515.781250 Penalty: 2507.107178
	Iteration 66Q: 3 clusters Score -514515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -514518.500000 Penalty: 2507.107178
	Iteration 67Q: 3 clusters Score -514518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -514521.437500 Penalty: 2507.107178
	Iteration 68Q: 3 clusters Score -514521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -514523.468750 Penalty: 2507.107178
	Iteration 69Q: 3 clusters Score -514523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -514523.531250 Penalty: 2507.107178
	Iteration 70Q: 3 clusters Score -514523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -514525.500000 Penalty: 2507.107178
	Iteration 71Q: 3 clusters Score -514525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -514526.437500 Penalty: 2507.107178
	Iteration 72Q: 3 clusters Score -514526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -514528.218750 Penalty: 2507.107178
	Iteration 73Q: 3 clusters Score -514528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -514530.062500 Penalty: 2507.107178
	Iteration 74Q: 3 clusters Score -514530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -514530.968750 Penalty: 2507.107178
	Iteration 75Q: 3 clusters Score -514531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -514532.531250 Penalty: 2507.107178
	Iteration 76Q: 3 clusters Score -514532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -514533.687500 Penalty: 2507.107178
	Iteration 77Q: 3 clusters Score -514533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -514533.687500 Penalty: 2507.107178
	Iteration 78F: 3 clusters Score -514533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -432251.125000 Penalty: 1233.184204
	Iteration 0F: 2 clusters Score -432251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -429279.000000 Penalty: 2466.368408
	Iteration 0F: 3 clusters Score -429279 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -430193.187500 Penalty: 2466.368408
	Iteration 1F: 3 clusters Score -430193.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -430388.906250 Penalty: 2466.368408
	Iteration 2F: 3 clusters Score -430388.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -430498.718750 Penalty: 2466.368408
	Iteration 3Q: 3 clusters Score -430498.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -430560.843750 Penalty: 2466.368408
	Iteration 4Q: 3 clusters Score -430560.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -430605.687500 Penalty: 2466.368408
	Iteration 5Q: 3 clusters Score -430605.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -430645.062500 Penalty: 2466.368408
	Iteration 6Q: 3 clusters Score -430645.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -430688.125000 Penalty: 2466.368408
	Iteration 7Q: 3 clusters Score -430688.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -430726.125000 Penalty: 2466.368408
	Iteration 8Q: 3 clusters Score -430726.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -430760.937500 Penalty: 2466.368408
	Iteration 9Q: 3 clusters Score -430760.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -430795.312500 Penalty: 2466.368408
	Iteration 10Q: 3 clusters Score -430795.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -430825.531250 Penalty: 2466.368408
	Iteration 11Q: 3 clusters Score -430825.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -430863.031250 Penalty: 2466.368408
	Iteration 12Q: 3 clusters Score -430863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -430891.250000 Penalty: 2466.368408
	Iteration 13Q: 3 clusters Score -430891.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -430914.125000 Penalty: 2466.368408
	Iteration 14Q: 3 clusters Score -430914.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -430930.781250 Penalty: 2466.368408
	Iteration 15Q: 3 clusters Score -430930.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -430944.281250 Penalty: 2466.368408
	Iteration 16Q: 3 clusters Score -430944.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -430955.687500 Penalty: 2466.368408
	Iteration 17Q: 3 clusters Score -430955.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -430967.906250 Penalty: 2466.368408
	Iteration 18Q: 3 clusters Score -430967.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -430977.968750 Penalty: 2466.368408
	Iteration 19Q: 3 clusters Score -430978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -430985.812500 Penalty: 2466.368408
	Iteration 20F: 3 clusters Score -430985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -430994.187500 Penalty: 2466.368408
	Iteration 21Q: 3 clusters Score -430994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -431002.218750 Penalty: 2466.368408
	Iteration 22Q: 3 clusters Score -431002.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -431008.531250 Penalty: 2466.368408
	Iteration 23Q: 3 clusters Score -431008.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -431011.750000 Penalty: 2466.368408
	Iteration 24Q: 3 clusters Score -431011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -431013.593750 Penalty: 2466.368408
	Iteration 25Q: 3 clusters Score -431013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -431016.031250 Penalty: 2466.368408
	Iteration 26Q: 3 clusters Score -431016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -431019.593750 Penalty: 2466.368408
	Iteration 27Q: 3 clusters Score -431019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -431023.000000 Penalty: 2466.368408
	Iteration 28Q: 3 clusters Score -431023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -431026.875000 Penalty: 2466.368408
	Iteration 29Q: 3 clusters Score -431026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -431031.343750 Penalty: 2466.368408
	Iteration 30Q: 3 clusters Score -431031.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -431034.000000 Penalty: 2466.368408
	Iteration 31Q: 3 clusters Score -431034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -431038.937500 Penalty: 2466.368408
	Iteration 32Q: 3 clusters Score -431038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -431041.625000 Penalty: 2466.368408
	Iteration 33Q: 3 clusters Score -431041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -431044.500000 Penalty: 2466.368408
	Iteration 34Q: 3 clusters Score -431044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -431045.250000 Penalty: 2466.368408
	Iteration 35Q: 3 clusters Score -431045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -431045.250000 Penalty: 2466.368408
	Iteration 36F: 3 clusters Score -431045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -310325.375000 Penalty: 1201.878052
	Iteration 0F: 2 clusters Score -310325.4 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 1597 members 
Entering Unmasked Estep 
Score: -307763.156250 Penalty: 2403.756104
	Iteration 0F: 3 clusters Score -307763.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -308542.531250 Penalty: 2403.756104
	Iteration 1F: 3 clusters Score -308542.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -308769.187500 Penalty: 2403.756104
	Iteration 2F: 3 clusters Score -308769.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -308939.875000 Penalty: 2403.756104
	Iteration 3F: 3 clusters Score -308939.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -309087.687500 Penalty: 2403.756104
	Iteration 4Q: 3 clusters Score -309087.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -309196.656250 Penalty: 2403.756104
	Iteration 5Q: 3 clusters Score -309196.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -309304.343750 Penalty: 2403.756104
	Iteration 6Q: 3 clusters Score -309304.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -309389.750000 Penalty: 2403.756104
	Iteration 7Q: 3 clusters Score -309389.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -309474.031250 Penalty: 2403.756104
	Iteration 8Q: 3 clusters Score -309474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -309541.468750 Penalty: 2403.756104
	Iteration 9Q: 3 clusters Score -309541.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -309600.531250 Penalty: 2403.756104
	Iteration 10Q: 3 clusters Score -309600.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -309662.625000 Penalty: 2403.756104
	Iteration 11Q: 3 clusters Score -309662.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -309741.906250 Penalty: 2403.756104
	Iteration 12Q: 3 clusters Score -309741.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -309841.281250 Penalty: 2403.756104
	Iteration 13Q: 3 clusters Score -309841.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -309935.812500 Penalty: 2403.756104
	Iteration 14Q: 3 clusters Score -309935.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -310006.625000 Penalty: 2403.756104
	Iteration 15Q: 3 clusters Score -310006.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -310071.625000 Penalty: 2403.756104
	Iteration 16Q: 3 clusters Score -310071.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -310123.187500 Penalty: 2403.756104
	Iteration 17Q: 3 clusters Score -310123.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -310159.375000 Penalty: 2403.756104
	Iteration 18Q: 3 clusters Score -310159.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -310194.406250 Penalty: 2403.756104
	Iteration 19Q: 3 clusters Score -310194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -310215.250000 Penalty: 2403.756104
	Iteration 20F: 3 clusters Score -310215.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -310229.312500 Penalty: 2403.756104
	Iteration 21Q: 3 clusters Score -310229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -310239.031250 Penalty: 2403.756104
	Iteration 22Q: 3 clusters Score -310239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -310247.343750 Penalty: 2403.756104
	Iteration 23Q: 3 clusters Score -310247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -310255.156250 Penalty: 2403.756104
	Iteration 24Q: 3 clusters Score -310255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -310261.312500 Penalty: 2403.756104
	Iteration 25Q: 3 clusters Score -310261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -310265.718750 Penalty: 2403.756104
	Iteration 26Q: 3 clusters Score -310265.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -310272.468750 Penalty: 2403.756104
	Iteration 27Q: 3 clusters Score -310272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -310275.093750 Penalty: 2403.756104
	Iteration 28Q: 3 clusters Score -310275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -310277.812500 Penalty: 2403.756104
	Iteration 29Q: 3 clusters Score -310277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -310280.687500 Penalty: 2403.756104
	Iteration 30Q: 3 clusters Score -310280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -310282.468750 Penalty: 2403.756104
	Iteration 31Q: 3 clusters Score -310282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -310283.375000 Penalty: 2403.756104
	Iteration 32Q: 3 clusters Score -310283.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -310283.375000 Penalty: 2403.756104
	Iteration 33F: 3 clusters Score -310283.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Entering Unmasked Estep 
Score: -937785.125000 Penalty: 1337.629395
	Iteration 0F: 2 clusters Score -937785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -932332.562500 Penalty: 2675.258789
	Iteration 0F: 3 clusters Score -932332.6 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -934075.562500 Penalty: 2675.258789
	Iteration 1F: 3 clusters Score -934075.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -934323.187500 Penalty: 2675.258789
	Iteration 2F: 3 clusters Score -934323.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -934463.375000 Penalty: 2675.258789
	Iteration 3Q: 3 clusters Score -934463.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -934565.812500 Penalty: 2675.258789
	Iteration 4Q: 3 clusters Score -934565.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -934644.812500 Penalty: 2675.258789
	Iteration 5Q: 3 clusters Score -934644.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -934706.625000 Penalty: 2675.258789
	Iteration 6Q: 3 clusters Score -934706.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -934765.000000 Penalty: 2675.258789
	Iteration 7Q: 3 clusters Score -934765 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -934810.937500 Penalty: 2675.258789
	Iteration 8Q: 3 clusters Score -934810.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -934853.250000 Penalty: 2675.258789
	Iteration 9Q: 3 clusters Score -934853.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -934895.687500 Penalty: 2675.258789
	Iteration 10Q: 3 clusters Score -934895.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -934950.000000 Penalty: 2675.258789
	Iteration 11Q: 3 clusters Score -934950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -934996.125000 Penalty: 2675.258789
	Iteration 12Q: 3 clusters Score -934996.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -935050.312500 Penalty: 2675.258789
	Iteration 13Q: 3 clusters Score -935050.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -935114.937500 Penalty: 2675.258789
	Iteration 14Q: 3 clusters Score -935114.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -935188.437500 Penalty: 2675.258789
	Iteration 15Q: 3 clusters Score -935188.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -935273.250000 Penalty: 2675.258789
	Iteration 16Q: 3 clusters Score -935273.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -935369.562500 Penalty: 2675.258789
	Iteration 17Q: 3 clusters Score -935369.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -935478.750000 Penalty: 2675.258789
	Iteration 18Q: 3 clusters Score -935478.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -935601.875000 Penalty: 2675.258789
	Iteration 19Q: 3 clusters Score -935601.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -935712.687500 Penalty: 2675.258789
	Iteration 20F: 3 clusters Score -935712.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -935818.625000 Penalty: 2675.258789
	Iteration 21Q: 3 clusters Score -935818.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -935921.500000 Penalty: 2675.258789
	Iteration 22Q: 3 clusters Score -935921.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -936036.562500 Penalty: 2675.258789
	Iteration 23Q: 3 clusters Score -936036.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -936148.187500 Penalty: 2675.258789
	Iteration 24Q: 3 clusters Score -936148.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -936263.875000 Penalty: 2675.258789
	Iteration 25Q: 3 clusters Score -936263.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -936356.562500 Penalty: 2675.258789
	Iteration 26Q: 3 clusters Score -936356.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -936423.937500 Penalty: 2675.258789
	Iteration 27Q: 3 clusters Score -936423.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -936479.687500 Penalty: 2675.258789
	Iteration 28Q: 3 clusters Score -936479.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -936521.937500 Penalty: 2675.258789
	Iteration 29Q: 3 clusters Score -936521.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -936560.000000 Penalty: 2675.258789
	Iteration 30Q: 3 clusters Score -936560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -936595.750000 Penalty: 2675.258789
	Iteration 31Q: 3 clusters Score -936595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -936611.500000 Penalty: 2675.258789
	Iteration 32Q: 3 clusters Score -936611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -936621.875000 Penalty: 2675.258789
	Iteration 33Q: 3 clusters Score -936621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -936644.125000 Penalty: 2675.258789
	Iteration 34Q: 3 clusters Score -936644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -936671.750000 Penalty: 2675.258789
	Iteration 35Q: 3 clusters Score -936671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -936684.687500 Penalty: 2675.258789
	Iteration 36Q: 3 clusters Score -936684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -936691.437500 Penalty: 2675.258789
	Iteration 37Q: 3 clusters Score -936691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -936697.187500 Penalty: 2675.258789
	Iteration 38Q: 3 clusters Score -936697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -936701.500000 Penalty: 2675.258789
	Iteration 39Q: 3 clusters Score -936701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -936705.812500 Penalty: 2675.258789
	Iteration 40F: 3 clusters Score -936705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -936708.125000 Penalty: 2675.258789
	Iteration 41Q: 3 clusters Score -936708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -936709.125000 Penalty: 2675.258789
	Iteration 42Q: 3 clusters Score -936709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -936709.125000 Penalty: 2675.258789
	Iteration 43F: 3 clusters Score -936709.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -62275.511719 Penalty: 977.120850
	Iteration 0F: 2 clusters Score -62275.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61234.113281 Penalty: 1954.241699
	Iteration 0F: 3 clusters Score -61234.11 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61483.753906 Penalty: 1954.241699
	Iteration 1F: 3 clusters Score -61483.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61541.343750 Penalty: 1954.241699
	Iteration 2Q: 3 clusters Score -61541.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61592.832031 Penalty: 1954.241699
	Iteration 3Q: 3 clusters Score -61592.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61625.148438 Penalty: 1954.241699
	Iteration 4Q: 3 clusters Score -61625.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61641.269531 Penalty: 1954.241699
	Iteration 5Q: 3 clusters Score -61641.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61660.679688 Penalty: 1954.241699
	Iteration 6Q: 3 clusters Score -61660.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61685.023438 Penalty: 1954.241699
	Iteration 7Q: 3 clusters Score -61685.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61700.468750 Penalty: 1954.241699
	Iteration 8Q: 3 clusters Score -61700.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61718.917969 Penalty: 1954.241699
	Iteration 9Q: 3 clusters Score -61718.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61737.136719 Penalty: 1954.241699
	Iteration 10Q: 3 clusters Score -61737.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61747.472656 Penalty: 1954.241699
	Iteration 11Q: 3 clusters Score -61747.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61755.812500 Penalty: 1954.241699
	Iteration 12Q: 3 clusters Score -61755.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61767.492188 Penalty: 1954.241699
	Iteration 13Q: 3 clusters Score -61767.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61778.312500 Penalty: 1954.241699
	Iteration 14Q: 3 clusters Score -61778.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61783.492188 Penalty: 1954.241699
	Iteration 15Q: 3 clusters Score -61783.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61785.363281 Penalty: 1954.241699
	Iteration 16Q: 3 clusters Score -61785.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61785.363281 Penalty: 1954.241699
	Iteration 17F: 3 clusters Score -61785.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Entering Unmasked Estep 
Score: -997217.562500 Penalty: 1354.008667
	Iteration 0F: 2 clusters Score -997217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -991114.062500 Penalty: 2708.017334
	Iteration 0F: 3 clusters Score -991114.1 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -993074.937500 Penalty: 2708.017334
	Iteration 1F: 3 clusters Score -993074.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -993352.625000 Penalty: 2708.017334
	Iteration 2F: 3 clusters Score -993352.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -993582.125000 Penalty: 2708.017334
	Iteration 3F: 3 clusters Score -993582.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -993756.562500 Penalty: 2708.017334
	Iteration 4Q: 3 clusters Score -993756.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -993943.937500 Penalty: 2708.017334
	Iteration 5Q: 3 clusters Score -993943.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -994193.437500 Penalty: 2708.017334
	Iteration 6Q: 3 clusters Score -994193.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -994488.250000 Penalty: 2708.017334
	Iteration 7Q: 3 clusters Score -994488.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -994809.875000 Penalty: 2708.017334
	Iteration 8F: 3 clusters Score -994809.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -995139.687500 Penalty: 2708.017334
	Iteration 9Q: 3 clusters Score -995139.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -995435.500000 Penalty: 2708.017334
	Iteration 10Q: 3 clusters Score -995435.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -995702.562500 Penalty: 2708.017334
	Iteration 11Q: 3 clusters Score -995702.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -995916.562500 Penalty: 2708.017334
	Iteration 12Q: 3 clusters Score -995916.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -996076.750000 Penalty: 2708.017334
	Iteration 13Q: 3 clusters Score -996076.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -996214.812500 Penalty: 2708.017334
	Iteration 14Q: 3 clusters Score -996214.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -996326.187500 Penalty: 2708.017334
	Iteration 15Q: 3 clusters Score -996326.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -996402.875000 Penalty: 2708.017334
	Iteration 16Q: 3 clusters Score -996402.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -996450.312500 Penalty: 2708.017334
	Iteration 17Q: 3 clusters Score -996450.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -996494.250000 Penalty: 2708.017334
	Iteration 18Q: 3 clusters Score -996494.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -996520.437500 Penalty: 2708.017334
	Iteration 19Q: 3 clusters Score -996520.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -996542.937500 Penalty: 2708.017334
	Iteration 20F: 3 clusters Score -996542.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -996560.500000 Penalty: 2708.017334
	Iteration 21Q: 3 clusters Score -996560.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -996572.437500 Penalty: 2708.017334
	Iteration 22Q: 3 clusters Score -996572.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -996589.625000 Penalty: 2708.017334
	Iteration 23Q: 3 clusters Score -996589.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -996594.437500 Penalty: 2708.017334
	Iteration 24Q: 3 clusters Score -996594.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -996601.562500 Penalty: 2708.017334
	Iteration 25Q: 3 clusters Score -996601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -996607.125000 Penalty: 2708.017334
	Iteration 26Q: 3 clusters Score -996607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -996608.625000 Penalty: 2708.017334
	Iteration 27Q: 3 clusters Score -996608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -996608.000000 Penalty: 2708.017334
	Iteration 28Q: 3 clusters Score -996608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -996610.250000 Penalty: 2708.017334
	Iteration 29Q: 3 clusters Score -996610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -996614.750000 Penalty: 2708.017334
	Iteration 30Q: 3 clusters Score -996614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -996615.562500 Penalty: 2708.017334
	Iteration 31Q: 3 clusters Score -996615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -996615.187500 Penalty: 2708.017334
	Iteration 32Q: 3 clusters Score -996615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -996616.875000 Penalty: 2708.017334
	Iteration 33Q: 3 clusters Score -996616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -996616.875000 Penalty: 2708.017334
	Iteration 34F: 3 clusters Score -996616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -1234191.375000 Penalty: 1387.322144
	Iteration 0F: 2 clusters Score -1234191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1226555.250000 Penalty: 2774.644287
	Iteration 0F: 3 clusters Score -1226555 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1229230.500000 Penalty: 2774.644287
	Iteration 1F: 3 clusters Score -1229230 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1229531.375000 Penalty: 2774.644287
	Iteration 2F: 3 clusters Score -1229531 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1229744.875000 Penalty: 2774.644287
	Iteration 3Q: 3 clusters Score -1229745 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1229904.250000 Penalty: 2774.644287
	Iteration 4Q: 3 clusters Score -1229904 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1230045.625000 Penalty: 2774.644287
	Iteration 5Q: 3 clusters Score -1230046 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1230167.750000 Penalty: 2774.644287
	Iteration 6Q: 3 clusters Score -1230168 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1230279.125000 Penalty: 2774.644287
	Iteration 7Q: 3 clusters Score -1230279 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1230387.250000 Penalty: 2774.644287
	Iteration 8Q: 3 clusters Score -1230387 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1230497.125000 Penalty: 2774.644287
	Iteration 9Q: 3 clusters Score -1230497 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1230631.250000 Penalty: 2774.644287
	Iteration 10Q: 3 clusters Score -1230631 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1230763.750000 Penalty: 2774.644287
	Iteration 11Q: 3 clusters Score -1230764 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1230913.750000 Penalty: 2774.644287
	Iteration 12Q: 3 clusters Score -1230914 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1231078.750000 Penalty: 2774.644287
	Iteration 13Q: 3 clusters Score -1231079 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1231268.000000 Penalty: 2774.644287
	Iteration 14Q: 3 clusters Score -1231268 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1231482.750000 Penalty: 2774.644287
	Iteration 15Q: 3 clusters Score -1231483 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1231693.250000 Penalty: 2774.644287
	Iteration 16Q: 3 clusters Score -1231693 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1231937.875000 Penalty: 2774.644287
	Iteration 17Q: 3 clusters Score -1231938 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1232198.375000 Penalty: 2774.644287
	Iteration 18Q: 3 clusters Score -1232198 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1232404.500000 Penalty: 2774.644287
	Iteration 19Q: 3 clusters Score -1232404 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1232562.500000 Penalty: 2774.644287
	Iteration 20F: 3 clusters Score -1232562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1232710.125000 Penalty: 2774.644287
	Iteration 21Q: 3 clusters Score -1232710 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1232832.625000 Penalty: 2774.644287
	Iteration 22Q: 3 clusters Score -1232833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1232916.000000 Penalty: 2774.644287
	Iteration 23Q: 3 clusters Score -1232916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1232977.250000 Penalty: 2774.644287
	Iteration 24Q: 3 clusters Score -1232977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1233020.500000 Penalty: 2774.644287
	Iteration 25Q: 3 clusters Score -1233020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1233054.500000 Penalty: 2774.644287
	Iteration 26Q: 3 clusters Score -1233054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1233068.250000 Penalty: 2774.644287
	Iteration 27Q: 3 clusters Score -1233068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1233091.250000 Penalty: 2774.644287
	Iteration 28Q: 3 clusters Score -1233091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1233101.500000 Penalty: 2774.644287
	Iteration 29Q: 3 clusters Score -1233102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1233115.375000 Penalty: 2774.644287
	Iteration 30Q: 3 clusters Score -1233115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1233120.375000 Penalty: 2774.644287
	Iteration 31Q: 3 clusters Score -1233120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1233126.500000 Penalty: 2774.644287
	Iteration 32Q: 3 clusters Score -1233126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1233126.750000 Penalty: 2774.644287
	Iteration 33Q: 3 clusters Score -1233127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1233127.250000 Penalty: 2774.644287
	Iteration 34Q: 3 clusters Score -1233127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1233127.250000 Penalty: 2774.644287
	Iteration 35F: 3 clusters Score -1233127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Entering Unmasked Estep 
Score: -479211.468750 Penalty: 1245.088867
	Iteration 0F: 2 clusters Score -479211.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -475962.031250 Penalty: 2490.177734
	Iteration 0F: 3 clusters Score -475962 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -476887.500000 Penalty: 2490.177734
	Iteration 1F: 3 clusters Score -476887.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -477108.781250 Penalty: 2490.177734
	Iteration 2F: 3 clusters Score -477108.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -477244.093750 Penalty: 2490.177734
	Iteration 3F: 3 clusters Score -477244.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -477327.843750 Penalty: 2490.177734
	Iteration 4Q: 3 clusters Score -477327.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -477382.968750 Penalty: 2490.177734
	Iteration 5Q: 3 clusters Score -477383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -477420.593750 Penalty: 2490.177734
	Iteration 6Q: 3 clusters Score -477420.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -477450.093750 Penalty: 2490.177734
	Iteration 7Q: 3 clusters Score -477450.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -477475.468750 Penalty: 2490.177734
	Iteration 8Q: 3 clusters Score -477475.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -477496.687500 Penalty: 2490.177734
	Iteration 9Q: 3 clusters Score -477496.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -477518.062500 Penalty: 2490.177734
	Iteration 10Q: 3 clusters Score -477518.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -477536.718750 Penalty: 2490.177734
	Iteration 11Q: 3 clusters Score -477536.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -477557.406250 Penalty: 2490.177734
	Iteration 12Q: 3 clusters Score -477557.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -477579.750000 Penalty: 2490.177734
	Iteration 13Q: 3 clusters Score -477579.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -477601.125000 Penalty: 2490.177734
	Iteration 14Q: 3 clusters Score -477601.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -477618.843750 Penalty: 2490.177734
	Iteration 15Q: 3 clusters Score -477618.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -477642.843750 Penalty: 2490.177734
	Iteration 16Q: 3 clusters Score -477642.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -477662.218750 Penalty: 2490.177734
	Iteration 17Q: 3 clusters Score -477662.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -477684.843750 Penalty: 2490.177734
	Iteration 18Q: 3 clusters Score -477684.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -477706.968750 Penalty: 2490.177734
	Iteration 19Q: 3 clusters Score -477707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -477725.812500 Penalty: 2490.177734
	Iteration 20F: 3 clusters Score -477725.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -477746.093750 Penalty: 2490.177734
	Iteration 21Q: 3 clusters Score -477746.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -477768.125000 Penalty: 2490.177734
	Iteration 22Q: 3 clusters Score -477768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477785.656250 Penalty: 2490.177734
	Iteration 23Q: 3 clusters Score -477785.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -477805.312500 Penalty: 2490.177734
	Iteration 24Q: 3 clusters Score -477805.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -477826.250000 Penalty: 2490.177734
	Iteration 25Q: 3 clusters Score -477826.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -477849.000000 Penalty: 2490.177734
	Iteration 26Q: 3 clusters Score -477849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -477875.468750 Penalty: 2490.177734
	Iteration 27Q: 3 clusters Score -477875.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -477898.718750 Penalty: 2490.177734
	Iteration 28Q: 3 clusters Score -477898.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -477920.593750 Penalty: 2490.177734
	Iteration 29Q: 3 clusters Score -477920.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -477947.156250 Penalty: 2490.177734
	Iteration 30Q: 3 clusters Score -477947.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -477981.187500 Penalty: 2490.177734
	Iteration 31Q: 3 clusters Score -477981.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -478013.093750 Penalty: 2490.177734
	Iteration 32Q: 3 clusters Score -478013.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -478040.000000 Penalty: 2490.177734
	Iteration 33Q: 3 clusters Score -478040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -478067.406250 Penalty: 2490.177734
	Iteration 34Q: 3 clusters Score -478067.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -478088.187500 Penalty: 2490.177734
	Iteration 35Q: 3 clusters Score -478088.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -478103.281250 Penalty: 2490.177734
	Iteration 36Q: 3 clusters Score -478103.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -478109.875000 Penalty: 2490.177734
	Iteration 37Q: 3 clusters Score -478109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -478116.062500 Penalty: 2490.177734
	Iteration 38Q: 3 clusters Score -478116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -478125.312500 Penalty: 2490.177734
	Iteration 39Q: 3 clusters Score -478125.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -478136.437500 Penalty: 2490.177734
	Iteration 40F: 3 clusters Score -478136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -478144.312500 Penalty: 2490.177734
	Iteration 41Q: 3 clusters Score -478144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -478153.093750 Penalty: 2490.177734
	Iteration 42Q: 3 clusters Score -478153.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -478162.593750 Penalty: 2490.177734
	Iteration 43Q: 3 clusters Score -478162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -478167.906250 Penalty: 2490.177734
	Iteration 44Q: 3 clusters Score -478167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -478172.531250 Penalty: 2490.177734
	Iteration 45Q: 3 clusters Score -478172.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -478180.750000 Penalty: 2490.177734
	Iteration 46Q: 3 clusters Score -478180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -478185.281250 Penalty: 2490.177734
	Iteration 47Q: 3 clusters Score -478185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -478190.125000 Penalty: 2490.177734
	Iteration 48Q: 3 clusters Score -478190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -478196.625000 Penalty: 2490.177734
	Iteration 49Q: 3 clusters Score -478196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -478203.125000 Penalty: 2490.177734
	Iteration 50Q: 3 clusters Score -478203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -478208.687500 Penalty: 2490.177734
	Iteration 51Q: 3 clusters Score -478208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -478212.375000 Penalty: 2490.177734
	Iteration 52Q: 3 clusters Score -478212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -478215.968750 Penalty: 2490.177734
	Iteration 53Q: 3 clusters Score -478216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -478219.000000 Penalty: 2490.177734
	Iteration 54Q: 3 clusters Score -478219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -478222.968750 Penalty: 2490.177734
	Iteration 55Q: 3 clusters Score -478223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -478225.250000 Penalty: 2490.177734
	Iteration 56Q: 3 clusters Score -478225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -478226.312500 Penalty: 2490.177734
	Iteration 57Q: 3 clusters Score -478226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -478226.906250 Penalty: 2490.177734
	Iteration 58Q: 3 clusters Score -478226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -478229.218750 Penalty: 2490.177734
	Iteration 59Q: 3 clusters Score -478229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -478230.062500 Penalty: 2490.177734
	Iteration 60F: 3 clusters Score -478230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -478231.093750 Penalty: 2490.177734
	Iteration 61Q: 3 clusters Score -478231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -478231.093750 Penalty: 2490.177734
	Iteration 62F: 3 clusters Score -478231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Entering Unmasked Estep 
Score: -942932.750000 Penalty: 1347.796509
	Iteration 0F: 2 clusters Score -942932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -936945.812500 Penalty: 2695.593018
	Iteration 0F: 3 clusters Score -936945.8 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -938858.750000 Penalty: 2695.593018
	Iteration 1F: 3 clusters Score -938858.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -939171.750000 Penalty: 2695.593018
	Iteration 2F: 3 clusters Score -939171.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -939390.562500 Penalty: 2695.593018
	Iteration 3F: 3 clusters Score -939390.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -939536.937500 Penalty: 2695.593018
	Iteration 4Q: 3 clusters Score -939536.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -939669.187500 Penalty: 2695.593018
	Iteration 5Q: 3 clusters Score -939669.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -939786.437500 Penalty: 2695.593018
	Iteration 6Q: 3 clusters Score -939786.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -939907.562500 Penalty: 2695.593018
	Iteration 7Q: 3 clusters Score -939907.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -940027.062500 Penalty: 2695.593018
	Iteration 8Q: 3 clusters Score -940027.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -940164.250000 Penalty: 2695.593018
	Iteration 9Q: 3 clusters Score -940164.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -940334.125000 Penalty: 2695.593018
	Iteration 10Q: 3 clusters Score -940334.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -940520.312500 Penalty: 2695.593018
	Iteration 11Q: 3 clusters Score -940520.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -940702.937500 Penalty: 2695.593018
	Iteration 12Q: 3 clusters Score -940702.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -940883.062500 Penalty: 2695.593018
	Iteration 13Q: 3 clusters Score -940883.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -941081.500000 Penalty: 2695.593018
	Iteration 14Q: 3 clusters Score -941081.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -941271.500000 Penalty: 2695.593018
	Iteration 15Q: 3 clusters Score -941271.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -941446.500000 Penalty: 2695.593018
	Iteration 16Q: 3 clusters Score -941446.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -941586.062500 Penalty: 2695.593018
	Iteration 17Q: 3 clusters Score -941586.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -941713.187500 Penalty: 2695.593018
	Iteration 18Q: 3 clusters Score -941713.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -941827.875000 Penalty: 2695.593018
	Iteration 19Q: 3 clusters Score -941827.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -941933.437500 Penalty: 2695.593018
	Iteration 20F: 3 clusters Score -941933.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -942028.562500 Penalty: 2695.593018
	Iteration 21Q: 3 clusters Score -942028.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -942134.875000 Penalty: 2695.593018
	Iteration 22Q: 3 clusters Score -942134.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -942202.250000 Penalty: 2695.593018
	Iteration 23Q: 3 clusters Score -942202.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -942255.062500 Penalty: 2695.593018
	Iteration 24Q: 3 clusters Score -942255.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -942293.750000 Penalty: 2695.593018
	Iteration 25Q: 3 clusters Score -942293.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -942323.750000 Penalty: 2695.593018
	Iteration 26Q: 3 clusters Score -942323.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -942345.812500 Penalty: 2695.593018
	Iteration 27Q: 3 clusters Score -942345.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -942364.687500 Penalty: 2695.593018
	Iteration 28Q: 3 clusters Score -942364.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -942381.875000 Penalty: 2695.593018
	Iteration 29Q: 3 clusters Score -942381.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -942399.062500 Penalty: 2695.593018
	Iteration 30Q: 3 clusters Score -942399.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -942413.125000 Penalty: 2695.593018
	Iteration 31Q: 3 clusters Score -942413.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -942429.812500 Penalty: 2695.593018
	Iteration 32Q: 3 clusters Score -942429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -942444.250000 Penalty: 2695.593018
	Iteration 33Q: 3 clusters Score -942444.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -942451.812500 Penalty: 2695.593018
	Iteration 34Q: 3 clusters Score -942451.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -942458.937500 Penalty: 2695.593018
	Iteration 35Q: 3 clusters Score -942458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -942462.250000 Penalty: 2695.593018
	Iteration 36Q: 3 clusters Score -942462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -942464.187500 Penalty: 2695.593018
	Iteration 37Q: 3 clusters Score -942464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -942465.062500 Penalty: 2695.593018
	Iteration 38Q: 3 clusters Score -942465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -942464.437500 Penalty: 2695.593018
	Iteration 39Q: 3 clusters Score -942464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -942466.687500 Penalty: 2695.593018
	Iteration 40F: 3 clusters Score -942466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -942466.187500 Penalty: 2695.593018
	Iteration 41Q: 3 clusters Score -942466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -942469.687500 Penalty: 2695.593018
	Iteration 42Q: 3 clusters Score -942469.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -942474.062500 Penalty: 2695.593018
	Iteration 43Q: 3 clusters Score -942474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -942475.687500 Penalty: 2695.593018
	Iteration 44Q: 3 clusters Score -942475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -942476.312500 Penalty: 2695.593018
	Iteration 45Q: 3 clusters Score -942476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -942476.312500 Penalty: 2695.593018
	Iteration 46F: 3 clusters Score -942476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Entering Unmasked Estep 
Score: -5153541.500000 Penalty: 1590.968140
	Iteration 0F: 2 clusters Score -5153542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5124695.500000 Penalty: 3181.936279
	Iteration 0F: 3 clusters Score -5124696 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5135883.000000 Penalty: 3181.936279
	Iteration 1F: 3 clusters Score -5135883 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5136340.000000 Penalty: 3181.936279
	Iteration 2Q: 3 clusters Score -5136340 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5136842.000000 Penalty: 3181.936279
	Iteration 3Q: 3 clusters Score -5136842 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5137297.000000 Penalty: 3181.936279
	Iteration 4Q: 3 clusters Score -5137297 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -5137781.000000 Penalty: 3181.936279
	Iteration 5Q: 3 clusters Score -5137781 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -5138304.000000 Penalty: 3181.936279
	Iteration 6Q: 3 clusters Score -5138304 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5138963.000000 Penalty: 3181.936279
	Iteration 7Q: 3 clusters Score -5138963 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -5139874.500000 Penalty: 3181.936279
	Iteration 8Q: 3 clusters Score -5139874 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -5141168.500000 Penalty: 3181.936279
	Iteration 9F: 3 clusters Score -5141168 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -5142944.500000 Penalty: 3181.936279
	Iteration 10F: 3 clusters Score -5142944 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5145155.000000 Penalty: 3181.936279
	Iteration 11F: 3 clusters Score -5145155 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -5147301.000000 Penalty: 3181.936279
	Iteration 12F: 3 clusters Score -5147301 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5149079.000000 Penalty: 3181.936279
	Iteration 13Q: 3 clusters Score -5149079 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5150419.000000 Penalty: 3181.936279
	Iteration 14Q: 3 clusters Score -5150419 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5151253.000000 Penalty: 3181.936279
	Iteration 15Q: 3 clusters Score -5151253 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5151667.500000 Penalty: 3181.936279
	Iteration 16Q: 3 clusters Score -5151668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -5151901.000000 Penalty: 3181.936279
	Iteration 17Q: 3 clusters Score -5151901 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5152036.000000 Penalty: 3181.936279
	Iteration 18Q: 3 clusters Score -5152036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5152101.000000 Penalty: 3181.936279
	Iteration 19Q: 3 clusters Score -5152101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5152159.500000 Penalty: 3181.936279
	Iteration 20F: 3 clusters Score -5152160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5152192.000000 Penalty: 3181.936279
	Iteration 21Q: 3 clusters Score -5152192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -5152222.500000 Penalty: 3181.936279
	Iteration 22Q: 3 clusters Score -5152222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5152243.500000 Penalty: 3181.936279
	Iteration 23Q: 3 clusters Score -5152244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -5152269.000000 Penalty: 3181.936279
	Iteration 24Q: 3 clusters Score -5152269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5152285.000000 Penalty: 3181.936279
	Iteration 25Q: 3 clusters Score -5152285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -5152293.500000 Penalty: 3181.936279
	Iteration 26Q: 3 clusters Score -5152294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5152304.000000 Penalty: 3181.936279
	Iteration 27Q: 3 clusters Score -5152304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5152301.000000 Penalty: 3181.936279
	Iteration 28Q: 3 clusters Score -5152301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5152313.500000 Penalty: 3181.936279
	Iteration 29Q: 3 clusters Score -5152314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5152311.500000 Penalty: 3181.936279
	Iteration 30Q: 3 clusters Score -5152312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5152317.500000 Penalty: 3181.936279
	Iteration 31Q: 3 clusters Score -5152318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5152316.000000 Penalty: 3181.936279
	Iteration 32Q: 3 clusters Score -5152316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5152316.000000 Penalty: 3181.936279
	Iteration 33F: 3 clusters Score -5152316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -160206.359375 Penalty: 1089.195923
	Iteration 0F: 2 clusters Score -160206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -158632.578125 Penalty: 2178.391846
	Iteration 0F: 3 clusters Score -158632.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -158977.984375 Penalty: 2178.391846
	Iteration 1F: 3 clusters Score -158978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159069.187500 Penalty: 2178.391846
	Iteration 2F: 3 clusters Score -159069.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159133.921875 Penalty: 2178.391846
	Iteration 3Q: 3 clusters Score -159133.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159177.515625 Penalty: 2178.391846
	Iteration 4Q: 3 clusters Score -159177.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -159210.078125 Penalty: 2178.391846
	Iteration 5Q: 3 clusters Score -159210.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159232.859375 Penalty: 2178.391846
	Iteration 6Q: 3 clusters Score -159232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159248.625000 Penalty: 2178.391846
	Iteration 7Q: 3 clusters Score -159248.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159265.875000 Penalty: 2178.391846
	Iteration 8Q: 3 clusters Score -159265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -159272.796875 Penalty: 2178.391846
	Iteration 9Q: 3 clusters Score -159272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -159278.515625 Penalty: 2178.391846
	Iteration 10Q: 3 clusters Score -159278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -159284.703125 Penalty: 2178.391846
	Iteration 11Q: 3 clusters Score -159284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159290.468750 Penalty: 2178.391846
	Iteration 12Q: 3 clusters Score -159290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -159292.765625 Penalty: 2178.391846
	Iteration 13Q: 3 clusters Score -159292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -159293.203125 Penalty: 2178.391846
	Iteration 14Q: 3 clusters Score -159293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -159293.203125 Penalty: 2178.391846
	Iteration 15F: 3 clusters Score -159293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Entering Unmasked Estep 
Score: -3237925.250000 Penalty: 1520.510010
	Iteration 0F: 2 clusters Score -3237925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3220084.500000 Penalty: 3041.020020
	Iteration 0F: 3 clusters Score -3220084 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3226919.500000 Penalty: 3041.020020
	Iteration 1F: 3 clusters Score -3226920 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3227564.500000 Penalty: 3041.020020
	Iteration 2F: 3 clusters Score -3227564 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3228307.000000 Penalty: 3041.020020
	Iteration 3F: 3 clusters Score -3228307 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3229234.250000 Penalty: 3041.020020
	Iteration 4F: 3 clusters Score -3229234 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3230244.750000 Penalty: 3041.020020
	Iteration 5F: 3 clusters Score -3230245 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3231138.750000 Penalty: 3041.020020
	Iteration 6F: 3 clusters Score -3231139 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3231795.750000 Penalty: 3041.020020
	Iteration 7F: 3 clusters Score -3231796 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3232178.250000 Penalty: 3041.020020
	Iteration 8Q: 3 clusters Score -3232178 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3232424.250000 Penalty: 3041.020020
	Iteration 9Q: 3 clusters Score -3232424 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3232617.250000 Penalty: 3041.020020
	Iteration 10Q: 3 clusters Score -3232617 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3232780.000000 Penalty: 3041.020020
	Iteration 11Q: 3 clusters Score -3232780 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3232951.750000 Penalty: 3041.020020
	Iteration 12Q: 3 clusters Score -3232952 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3233134.250000 Penalty: 3041.020020
	Iteration 13Q: 3 clusters Score -3233134 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3233326.750000 Penalty: 3041.020020
	Iteration 14Q: 3 clusters Score -3233327 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3233520.000000 Penalty: 3041.020020
	Iteration 15Q: 3 clusters Score -3233520 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3233722.250000 Penalty: 3041.020020
	Iteration 16Q: 3 clusters Score -3233722 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3233983.500000 Penalty: 3041.020020
	Iteration 17Q: 3 clusters Score -3233984 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3234264.000000 Penalty: 3041.020020
	Iteration 18Q: 3 clusters Score -3234264 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3234610.000000 Penalty: 3041.020020
	Iteration 19Q: 3 clusters Score -3234610 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3234928.750000 Penalty: 3041.020020
	Iteration 20F: 3 clusters Score -3234929 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3235273.250000 Penalty: 3041.020020
	Iteration 21Q: 3 clusters Score -3235273 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3235578.000000 Penalty: 3041.020020
	Iteration 22Q: 3 clusters Score -3235578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3235819.750000 Penalty: 3041.020020
	Iteration 23Q: 3 clusters Score -3235820 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3236028.000000 Penalty: 3041.020020
	Iteration 24Q: 3 clusters Score -3236028 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3236184.500000 Penalty: 3041.020020
	Iteration 25Q: 3 clusters Score -3236184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3236322.500000 Penalty: 3041.020020
	Iteration 26Q: 3 clusters Score -3236322 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3236428.250000 Penalty: 3041.020020
	Iteration 27Q: 3 clusters Score -3236428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3236509.500000 Penalty: 3041.020020
	Iteration 28Q: 3 clusters Score -3236510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3236571.250000 Penalty: 3041.020020
	Iteration 29Q: 3 clusters Score -3236571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3236614.500000 Penalty: 3041.020020
	Iteration 30Q: 3 clusters Score -3236614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3236646.250000 Penalty: 3041.020020
	Iteration 31Q: 3 clusters Score -3236646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3236669.500000 Penalty: 3041.020020
	Iteration 32Q: 3 clusters Score -3236670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3236694.000000 Penalty: 3041.020020
	Iteration 33Q: 3 clusters Score -3236694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3236716.750000 Penalty: 3041.020020
	Iteration 34Q: 3 clusters Score -3236717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3236731.000000 Penalty: 3041.020020
	Iteration 35Q: 3 clusters Score -3236731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3236748.500000 Penalty: 3041.020020
	Iteration 36Q: 3 clusters Score -3236748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3236762.000000 Penalty: 3041.020020
	Iteration 37Q: 3 clusters Score -3236762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3236778.500000 Penalty: 3041.020020
	Iteration 38Q: 3 clusters Score -3236778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3236783.250000 Penalty: 3041.020020
	Iteration 39Q: 3 clusters Score -3236783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3236784.750000 Penalty: 3041.020020
	Iteration 40F: 3 clusters Score -3236785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3236792.250000 Penalty: 3041.020020
	Iteration 41Q: 3 clusters Score -3236792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3236794.750000 Penalty: 3041.020020
	Iteration 42Q: 3 clusters Score -3236795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3236794.750000 Penalty: 3041.020020
	Iteration 43F: 3 clusters Score -3236795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -642552.750000 Penalty: 1287.740356
	Iteration 0F: 2 clusters Score -642552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -638413.062500 Penalty: 2575.480713
	Iteration 0F: 3 clusters Score -638413.1 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -639680.687500 Penalty: 2575.480713
	Iteration 1F: 3 clusters Score -639680.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -639923.812500 Penalty: 2575.480713
	Iteration 2F: 3 clusters Score -639923.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -640062.875000 Penalty: 2575.480713
	Iteration 3F: 3 clusters Score -640062.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -640128.562500 Penalty: 2575.480713
	Iteration 4Q: 3 clusters Score -640128.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -640184.937500 Penalty: 2575.480713
	Iteration 5Q: 3 clusters Score -640184.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -640228.625000 Penalty: 2575.480713
	Iteration 6Q: 3 clusters Score -640228.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -640266.687500 Penalty: 2575.480713
	Iteration 7Q: 3 clusters Score -640266.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -640296.812500 Penalty: 2575.480713
	Iteration 8Q: 3 clusters Score -640296.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -640323.875000 Penalty: 2575.480713
	Iteration 9Q: 3 clusters Score -640323.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -640354.500000 Penalty: 2575.480713
	Iteration 10Q: 3 clusters Score -640354.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -640389.437500 Penalty: 2575.480713
	Iteration 11Q: 3 clusters Score -640389.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -640432.875000 Penalty: 2575.480713
	Iteration 12Q: 3 clusters Score -640432.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -640477.250000 Penalty: 2575.480713
	Iteration 13Q: 3 clusters Score -640477.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -640509.687500 Penalty: 2575.480713
	Iteration 14Q: 3 clusters Score -640509.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -640544.437500 Penalty: 2575.480713
	Iteration 15Q: 3 clusters Score -640544.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -640573.562500 Penalty: 2575.480713
	Iteration 16Q: 3 clusters Score -640573.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -640603.750000 Penalty: 2575.480713
	Iteration 17Q: 3 clusters Score -640603.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -640640.000000 Penalty: 2575.480713
	Iteration 18Q: 3 clusters Score -640640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -640690.125000 Penalty: 2575.480713
	Iteration 19Q: 3 clusters Score -640690.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -640741.187500 Penalty: 2575.480713
	Iteration 20F: 3 clusters Score -640741.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -640803.562500 Penalty: 2575.480713
	Iteration 21Q: 3 clusters Score -640803.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -640871.250000 Penalty: 2575.480713
	Iteration 22Q: 3 clusters Score -640871.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -640936.562500 Penalty: 2575.480713
	Iteration 23Q: 3 clusters Score -640936.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -641000.375000 Penalty: 2575.480713
	Iteration 24Q: 3 clusters Score -641000.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -641059.000000 Penalty: 2575.480713
	Iteration 25Q: 3 clusters Score -641059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -641115.125000 Penalty: 2575.480713
	Iteration 26Q: 3 clusters Score -641115.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -641168.187500 Penalty: 2575.480713
	Iteration 27Q: 3 clusters Score -641168.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -641221.812500 Penalty: 2575.480713
	Iteration 28Q: 3 clusters Score -641221.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -641276.500000 Penalty: 2575.480713
	Iteration 29Q: 3 clusters Score -641276.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -641314.937500 Penalty: 2575.480713
	Iteration 30Q: 3 clusters Score -641314.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -641358.375000 Penalty: 2575.480713
	Iteration 31Q: 3 clusters Score -641358.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -641393.000000 Penalty: 2575.480713
	Iteration 32Q: 3 clusters Score -641393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -641422.250000 Penalty: 2575.480713
	Iteration 33Q: 3 clusters Score -641422.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -641445.250000 Penalty: 2575.480713
	Iteration 34Q: 3 clusters Score -641445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -641466.875000 Penalty: 2575.480713
	Iteration 35Q: 3 clusters Score -641466.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -641480.937500 Penalty: 2575.480713
	Iteration 36Q: 3 clusters Score -641480.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -641491.437500 Penalty: 2575.480713
	Iteration 37Q: 3 clusters Score -641491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -641503.187500 Penalty: 2575.480713
	Iteration 38Q: 3 clusters Score -641503.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -641511.312500 Penalty: 2575.480713
	Iteration 39Q: 3 clusters Score -641511.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -641514.750000 Penalty: 2575.480713
	Iteration 40F: 3 clusters Score -641514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -641520.437500 Penalty: 2575.480713
	Iteration 41Q: 3 clusters Score -641520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -641523.875000 Penalty: 2575.480713
	Iteration 42Q: 3 clusters Score -641523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -641533.750000 Penalty: 2575.480713
	Iteration 43Q: 3 clusters Score -641533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -641542.125000 Penalty: 2575.480713
	Iteration 44Q: 3 clusters Score -641542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -641548.187500 Penalty: 2575.480713
	Iteration 45Q: 3 clusters Score -641548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -641552.875000 Penalty: 2575.480713
	Iteration 46Q: 3 clusters Score -641552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -641556.562500 Penalty: 2575.480713
	Iteration 47Q: 3 clusters Score -641556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -641559.750000 Penalty: 2575.480713
	Iteration 48Q: 3 clusters Score -641559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -641560.250000 Penalty: 2575.480713
	Iteration 49Q: 3 clusters Score -641560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -641560.062500 Penalty: 2575.480713
	Iteration 50Q: 3 clusters Score -641560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -641560.062500 Penalty: 2575.480713
	Iteration 51F: 3 clusters Score -641560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -1837371.875000 Penalty: 1436.515259
	Iteration 0F: 2 clusters Score -1837372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1827074.125000 Penalty: 2873.030518
	Iteration 0F: 3 clusters Score -1827074 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1830660.125000 Penalty: 2873.030518
	Iteration 1F: 3 clusters Score -1830660 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1831014.750000 Penalty: 2873.030518
	Iteration 2F: 3 clusters Score -1831015 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1831297.625000 Penalty: 2873.030518
	Iteration 3Q: 3 clusters Score -1831298 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1831549.875000 Penalty: 2873.030518
	Iteration 4Q: 3 clusters Score -1831550 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1831807.125000 Penalty: 2873.030518
	Iteration 5Q: 3 clusters Score -1831807 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1832059.125000 Penalty: 2873.030518
	Iteration 6Q: 3 clusters Score -1832059 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1832366.250000 Penalty: 2873.030518
	Iteration 7Q: 3 clusters Score -1832366 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1832716.375000 Penalty: 2873.030518
	Iteration 8Q: 3 clusters Score -1832716 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1833123.500000 Penalty: 2873.030518
	Iteration 9Q: 3 clusters Score -1833124 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1833585.625000 Penalty: 2873.030518
	Iteration 10Q: 3 clusters Score -1833586 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1834094.875000 Penalty: 2873.030518
	Iteration 11Q: 3 clusters Score -1834095 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1834566.250000 Penalty: 2873.030518
	Iteration 12Q: 3 clusters Score -1834566 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1835029.625000 Penalty: 2873.030518
	Iteration 13Q: 3 clusters Score -1835030 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1835420.500000 Penalty: 2873.030518
	Iteration 14Q: 3 clusters Score -1835420 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1835708.625000 Penalty: 2873.030518
	Iteration 15Q: 3 clusters Score -1835709 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1835894.500000 Penalty: 2873.030518
	Iteration 16Q: 3 clusters Score -1835894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1835998.625000 Penalty: 2873.030518
	Iteration 17Q: 3 clusters Score -1835999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1836086.250000 Penalty: 2873.030518
	Iteration 18Q: 3 clusters Score -1836086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1836141.250000 Penalty: 2873.030518
	Iteration 19Q: 3 clusters Score -1836141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1836179.125000 Penalty: 2873.030518
	Iteration 20F: 3 clusters Score -1836179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1836196.750000 Penalty: 2873.030518
	Iteration 21Q: 3 clusters Score -1836197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1836211.125000 Penalty: 2873.030518
	Iteration 22Q: 3 clusters Score -1836211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1836223.750000 Penalty: 2873.030518
	Iteration 23Q: 3 clusters Score -1836224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1836237.500000 Penalty: 2873.030518
	Iteration 24Q: 3 clusters Score -1836238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1836251.375000 Penalty: 2873.030518
	Iteration 25Q: 3 clusters Score -1836251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1836256.125000 Penalty: 2873.030518
	Iteration 26Q: 3 clusters Score -1836256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1836256.500000 Penalty: 2873.030518
	Iteration 27Q: 3 clusters Score -1836256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1836254.500000 Penalty: 2873.030518
	Iteration 28Q: 3 clusters Score -1836254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1836254.500000 Penalty: 2873.030518
	Iteration 29F: 3 clusters Score -1836254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22181.449219 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22181.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21498.955078 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21498.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21620.460938 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21620.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21688.244141 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21688.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21729.433594 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21729.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21778.148438 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21778.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21790.773438 Penalty: 1659.402466
	Iteration 5Q: 3 clusters Score -21790.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21801.570312 Penalty: 1659.402466
	Iteration 6Q: 3 clusters Score -21801.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21803.699219 Penalty: 1659.402466
	Iteration 7Q: 3 clusters Score -21803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21803.699219 Penalty: 1659.402466
	Iteration 8F: 3 clusters Score -21803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (46529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Entering Unmasked Estep 
Score: -5417535.000000 Penalty: 1599.277344
	Iteration 0F: 2 clusters Score -5417535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -5387227.500000 Penalty: 3198.554688
	Iteration 0F: 3 clusters Score -5387228 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -5399099.500000 Penalty: 3198.554688
	Iteration 1F: 3 clusters Score -5399100 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5399897.500000 Penalty: 3198.554688
	Iteration 2Q: 3 clusters Score -5399898 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5400856.000000 Penalty: 3198.554688
	Iteration 3Q: 3 clusters Score -5400856 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5402062.500000 Penalty: 3198.554688
	Iteration 4Q: 3 clusters Score -5402062 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5403786.000000 Penalty: 3198.554688
	Iteration 5F: 3 clusters Score -5403786 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5406146.000000 Penalty: 3198.554688
	Iteration 6F: 3 clusters Score -5406146 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5408970.500000 Penalty: 3198.554688
	Iteration 7F: 3 clusters Score -5408970 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5411880.500000 Penalty: 3198.554688
	Iteration 8F: 3 clusters Score -5411880 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5413942.000000 Penalty: 3198.554688
	Iteration 9Q: 3 clusters Score -5413942 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5415161.000000 Penalty: 3198.554688
	Iteration 10Q: 3 clusters Score -5415161 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5415768.500000 Penalty: 3198.554688
	Iteration 11Q: 3 clusters Score -5415768 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5416007.500000 Penalty: 3198.554688
	Iteration 12Q: 3 clusters Score -5416008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5416122.000000 Penalty: 3198.554688
	Iteration 13Q: 3 clusters Score -5416122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5416183.500000 Penalty: 3198.554688
	Iteration 14Q: 3 clusters Score -5416184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5416211.500000 Penalty: 3198.554688
	Iteration 15Q: 3 clusters Score -5416212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -5416239.000000 Penalty: 3198.554688
	Iteration 16Q: 3 clusters Score -5416239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -5416252.500000 Penalty: 3198.554688
	Iteration 17Q: 3 clusters Score -5416252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5416264.500000 Penalty: 3198.554688
	Iteration 18Q: 3 clusters Score -5416264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5416277.000000 Penalty: 3198.554688
	Iteration 19Q: 3 clusters Score -5416277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -5416287.500000 Penalty: 3198.554688
	Iteration 20F: 3 clusters Score -5416288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -5416295.000000 Penalty: 3198.554688
	Iteration 21Q: 3 clusters Score -5416295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -5416293.000000 Penalty: 3198.554688
	Iteration 22Q: 3 clusters Score -5416293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5416303.000000 Penalty: 3198.554688
	Iteration 23Q: 3 clusters Score -5416303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5416301.000000 Penalty: 3198.554688
	Iteration 24Q: 3 clusters Score -5416301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -5416296.500000 Penalty: 3198.554688
	Iteration 25Q: 3 clusters Score -5416296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -5416296.500000 Penalty: 3198.554688
	Iteration 26F: 3 clusters Score -5416296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Entering Unmasked Estep 
Score: -1041463.062500 Penalty: 1350.850098
	Iteration 0F: 2 clusters Score -1041463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1035472.687500 Penalty: 2701.700195
	Iteration 0F: 3 clusters Score -1035473 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1037297.000000 Penalty: 2701.700195
	Iteration 1F: 3 clusters Score -1037297 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1037533.562500 Penalty: 2701.700195
	Iteration 2F: 3 clusters Score -1037534 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1037745.937500 Penalty: 2701.700195
	Iteration 3F: 3 clusters Score -1037746 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1037908.125000 Penalty: 2701.700195
	Iteration 4Q: 3 clusters Score -1037908 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1038067.500000 Penalty: 2701.700195
	Iteration 5Q: 3 clusters Score -1038068 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1038210.875000 Penalty: 2701.700195
	Iteration 6Q: 3 clusters Score -1038211 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1038350.312500 Penalty: 2701.700195
	Iteration 7Q: 3 clusters Score -1038350 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1038497.000000 Penalty: 2701.700195
	Iteration 8Q: 3 clusters Score -1038497 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1038684.875000 Penalty: 2701.700195
	Iteration 9Q: 3 clusters Score -1038685 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1038877.562500 Penalty: 2701.700195
	Iteration 10Q: 3 clusters Score -1038878 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1039090.062500 Penalty: 2701.700195
	Iteration 11Q: 3 clusters Score -1039090 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1039329.687500 Penalty: 2701.700195
	Iteration 12Q: 3 clusters Score -1039330 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1039553.062500 Penalty: 2701.700195
	Iteration 13Q: 3 clusters Score -1039553 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1039748.125000 Penalty: 2701.700195
	Iteration 14Q: 3 clusters Score -1039748 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1039930.687500 Penalty: 2701.700195
	Iteration 15Q: 3 clusters Score -1039931 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1040090.437500 Penalty: 2701.700195
	Iteration 16Q: 3 clusters Score -1040090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1040213.312500 Penalty: 2701.700195
	Iteration 17Q: 3 clusters Score -1040213 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1040294.062500 Penalty: 2701.700195
	Iteration 18Q: 3 clusters Score -1040294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1040351.000000 Penalty: 2701.700195
	Iteration 19Q: 3 clusters Score -1040351 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1040403.562500 Penalty: 2701.700195
	Iteration 20F: 3 clusters Score -1040404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1040441.187500 Penalty: 2701.700195
	Iteration 21Q: 3 clusters Score -1040441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1040469.625000 Penalty: 2701.700195
	Iteration 22Q: 3 clusters Score -1040470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1040487.000000 Penalty: 2701.700195
	Iteration 23Q: 3 clusters Score -1040487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1040506.062500 Penalty: 2701.700195
	Iteration 24Q: 3 clusters Score -1040506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1040521.437500 Penalty: 2701.700195
	Iteration 25Q: 3 clusters Score -1040521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1040529.375000 Penalty: 2701.700195
	Iteration 26Q: 3 clusters Score -1040529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1040536.187500 Penalty: 2701.700195
	Iteration 27Q: 3 clusters Score -1040536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1040549.062500 Penalty: 2701.700195
	Iteration 28Q: 3 clusters Score -1040549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1040561.750000 Penalty: 2701.700195
	Iteration 29Q: 3 clusters Score -1040562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1040576.875000 Penalty: 2701.700195
	Iteration 30Q: 3 clusters Score -1040577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1040590.937500 Penalty: 2701.700195
	Iteration 31Q: 3 clusters Score -1040591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1040596.750000 Penalty: 2701.700195
	Iteration 32Q: 3 clusters Score -1040597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1040600.625000 Penalty: 2701.700195
	Iteration 33Q: 3 clusters Score -1040601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1040606.750000 Penalty: 2701.700195
	Iteration 34Q: 3 clusters Score -1040607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1040609.937500 Penalty: 2701.700195
	Iteration 35Q: 3 clusters Score -1040610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1040612.937500 Penalty: 2701.700195
	Iteration 36Q: 3 clusters Score -1040613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1040616.375000 Penalty: 2701.700195
	Iteration 37Q: 3 clusters Score -1040616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1040622.187500 Penalty: 2701.700195
	Iteration 38Q: 3 clusters Score -1040622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1040627.687500 Penalty: 2701.700195
	Iteration 39Q: 3 clusters Score -1040628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1040631.812500 Penalty: 2701.700195
	Iteration 40F: 3 clusters Score -1040632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1040634.187500 Penalty: 2701.700195
	Iteration 41Q: 3 clusters Score -1040634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1040637.437500 Penalty: 2701.700195
	Iteration 42Q: 3 clusters Score -1040637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1040640.562500 Penalty: 2701.700195
	Iteration 43Q: 3 clusters Score -1040641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1040643.875000 Penalty: 2701.700195
	Iteration 44Q: 3 clusters Score -1040644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1040646.312500 Penalty: 2701.700195
	Iteration 45Q: 3 clusters Score -1040646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1040648.062500 Penalty: 2701.700195
	Iteration 46Q: 3 clusters Score -1040648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1040650.312500 Penalty: 2701.700195
	Iteration 47Q: 3 clusters Score -1040650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1040652.375000 Penalty: 2701.700195
	Iteration 48Q: 3 clusters Score -1040652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1040652.375000 Penalty: 2701.700195
	Iteration 49F: 3 clusters Score -1040652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27791.630859 Penalty: 870.807739
	Iteration 0F: 2 clusters Score -27791.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27064.884766 Penalty: 1741.615479
	Iteration 0F: 3 clusters Score -27064.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27314.220703 Penalty: 1741.615479
	Iteration 1F: 3 clusters Score -27314.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27429.058594 Penalty: 1741.615479
	Iteration 2F: 3 clusters Score -27429.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27569.046875 Penalty: 1741.615479
	Iteration 3F: 3 clusters Score -27569.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27877.753906 Penalty: 1741.615479
	Iteration 4F: 3 clusters Score -27877.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28048.980469 Penalty: 1741.615479
	Iteration 5F: 3 clusters Score -28048.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28177.261719 Penalty: 1741.615479
	Iteration 6Q: 3 clusters Score -28177.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28280.582031 Penalty: 1741.615479
	Iteration 7Q: 3 clusters Score -28280.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28397.644531 Penalty: 1741.615479
	Iteration 8Q: 3 clusters Score -28397.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28483.242188 Penalty: 1741.615479
	Iteration 9Q: 3 clusters Score -28483.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28498.332031 Penalty: 1741.615479
	Iteration 10Q: 3 clusters Score -28498.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28545.923828 Penalty: 1741.615479
	Iteration 11Q: 3 clusters Score -28545.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28581.402344 Penalty: 1741.615479
	Iteration 12Q: 3 clusters Score -28581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28679.691406 Penalty: 1741.615479
	Iteration 13Q: 3 clusters Score -28679.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28759.691406 Penalty: 1741.615479
	Iteration 14Q: 3 clusters Score -28759.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28799.285156 Penalty: 1741.615479
	Iteration 15Q: 3 clusters Score -28799.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28884.160156 Penalty: 1741.615479
	Iteration 16Q: 3 clusters Score -28884.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28884.160156 Penalty: 1741.615479
	Iteration 17F: 3 clusters Score -28884.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 69307 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 65683 members 
Mstep: Class 11 contains 75318 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 42044 members 
Mstep: Class 14 contains 73026 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 27550 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 16629 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 21035 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 52153 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 5461 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 10968 members 
Mstep: Class 35 contains 114322 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 4557 members 
Mstep: Class 39 contains 3974 members 
Mstep: Class 40 contains 3220 members 
Mstep: Class 41 contains 8018 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 11197 members 
Mstep: Class 45 contains 4305 members 
Mstep: Class 46 contains 8585 members 
Mstep: Class 47 contains 44002 members 
Mstep: Class 48 contains 1510 members 
Mstep: Class 49 contains 27405 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 15584 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 46529 members 
Mstep: Class 54 contains 8763 members 
Mstep: Class 55 contains 150 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 198 members 
Entering Unmasked Estep 
Score: -111089792.000000 Penalty: 117209.742188
Splitting cluster 55 changes total score from -111089944.000000 to -111089792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -288031.718750 Penalty: 1161.938965
	Iteration 0F: 2 clusters Score -288031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -285862.812500 Penalty: 2323.877930
	Iteration 0F: 3 clusters Score -285862.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -286360.468750 Penalty: 2323.877930
	Iteration 1F: 3 clusters Score -286360.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286480.000000 Penalty: 2323.877930
	Iteration 2F: 3 clusters Score -286480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -286557.250000 Penalty: 2323.877930
	Iteration 3Q: 3 clusters Score -286557.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286610.343750 Penalty: 2323.877930
	Iteration 4Q: 3 clusters Score -286610.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -286651.656250 Penalty: 2323.877930
	Iteration 5Q: 3 clusters Score -286651.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286687.625000 Penalty: 2323.877930
	Iteration 6Q: 3 clusters Score -286687.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -286714.000000 Penalty: 2323.877930
	Iteration 7Q: 3 clusters Score -286714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286730.906250 Penalty: 2323.877930
	Iteration 8Q: 3 clusters Score -286730.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -286744.375000 Penalty: 2323.877930
	Iteration 9Q: 3 clusters Score -286744.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -286757.156250 Penalty: 2323.877930
	Iteration 10Q: 3 clusters Score -286757.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -286764.531250 Penalty: 2323.877930
	Iteration 11Q: 3 clusters Score -286764.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -286771.406250 Penalty: 2323.877930
	Iteration 12Q: 3 clusters Score -286771.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -286779.437500 Penalty: 2323.877930
	Iteration 13Q: 3 clusters Score -286779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -286787.531250 Penalty: 2323.877930
	Iteration 14Q: 3 clusters Score -286787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -286795.750000 Penalty: 2323.877930
	Iteration 15Q: 3 clusters Score -286795.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -286803.437500 Penalty: 2323.877930
	Iteration 16Q: 3 clusters Score -286803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -286809.718750 Penalty: 2323.877930
	Iteration 17Q: 3 clusters Score -286809.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -286813.343750 Penalty: 2323.877930
	Iteration 18Q: 3 clusters Score -286813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -286814.156250 Penalty: 2323.877930
	Iteration 19Q: 3 clusters Score -286814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -286814.156250 Penalty: 2323.877930
	Iteration 20F: 3 clusters Score -286814.2 nChanged 0
--- Evaluating fit on full set of 2007584 points ---
Entering Unmasked Estep 
Score: -221875920.000000 Penalty: 120929.289062
21->57 Clusters: Score -221875920.000000, best is -222028976.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1003792 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 47776 members 
Mstep: Class 3 contains 47693 members 
Mstep: Class 4 contains 47821 members 
Mstep: Class 5 contains 47897 members 
Mstep: Class 6 contains 47816 members 
Mstep: Class 7 contains 47812 members 
Mstep: Class 8 contains 47465 members 
Mstep: Class 9 contains 48418 members 
Mstep: Class 10 contains 47678 members 
Mstep: Class 11 contains 48100 members 
Mstep: Class 12 contains 47782 members 
Mstep: Class 13 contains 47908 members 
Mstep: Class 14 contains 47691 members 
Mstep: Class 15 contains 47783 members 
Mstep: Class 16 contains 48083 members 
Mstep: Class 17 contains 47566 members 
Mstep: Class 18 contains 47839 members 
Mstep: Class 19 contains 47858 members 
Mstep: Class 20 contains 47806 members 
Mstep: Class 21 contains 47451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 31.168459 but Gain 2056.312500
Score: -99640216.000000 Penalty: 41126.222656
Iteration 0F: 21 clusters Score -9.964022e+07 nChanged 953483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2724 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 11094 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 12247 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 476799 members 
Mstep: Class 13 contains 11529 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 76372 members 
Mstep: Class 19 contains 303398 members 
Mstep: Class 20 contains 16444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 513.066040 but Gain 2056.308594
Score: -107018240.000000 Penalty: 39069.914062
Iteration 1F: 20 clusters Score -1.070182e+08 nChanged 356475
Entering Unmasked Mstep 
Mstep: Class 0 contains 2636 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 20166 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 8873 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 14499 members 
Mstep: Class 12 contains 433097 members 
Mstep: Class 13 contains 5411 members 
Mstep: Class 15 contains 21013 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 1251 members 
Mstep: Class 18 contains 108393 members 
Mstep: Class 19 contains 271149 members 
Mstep: Class 20 contains 28384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108528584.000000 Penalty: 39069.914062
Iteration 2F: 20 clusters Score -1.085286e+08 nChanged 327221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 41556 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 10110 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 517 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 37699 members 
Mstep: Class 12 contains 396876 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 15 contains 80228 members 
Mstep: Class 16 contains 11757 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 111672 members 
Mstep: Class 19 contains 154320 members 
Mstep: Class 20 contains 44690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109405856.000000 Penalty: 39069.914062
Iteration 3F: 20 clusters Score -1.094059e+08 nChanged 206707
Entering Unmasked Mstep 
Mstep: Class 0 contains 2555 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 51974 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 11460 members 
Mstep: Class 6 contains 13023 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 6969 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 59744 members 
Mstep: Class 12 contains 362793 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 15 contains 99737 members 
Mstep: Class 16 contains 14192 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 106643 members 
Mstep: Class 19 contains 114155 members 
Mstep: Class 20 contains 56002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109732968.000000 Penalty: 39069.914062
Iteration 4F: 20 clusters Score -1.09733e+08 nChanged 132570
Entering Unmasked Mstep 
Mstep: Class 0 contains 2347 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 55490 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 12381 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 1025 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 76217 members 
Mstep: Class 12 contains 339084 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 15 contains 106557 members 
Mstep: Class 16 contains 15440 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 106743 members 
Mstep: Class 19 contains 88024 members 
Mstep: Class 20 contains 63341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109945184.000000 Penalty: 39069.914062
Iteration 5F: 20 clusters Score -1.099452e+08 nChanged 101553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 58646 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 14789 members 
Mstep: Class 5 contains 12786 members 
Mstep: Class 6 contains 27738 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 88409 members 
Mstep: Class 12 contains 314326 members 
Mstep: Class 13 contains 10111 members 
Mstep: Class 15 contains 111207 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 110281 members 
Mstep: Class 19 contains 69287 members 
Mstep: Class 20 contains 67936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110128216.000000 Penalty: 39069.914062
Iteration 6F: 20 clusters Score -1.101282e+08 nChanged 79681
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 61949 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 13107 members 
Mstep: Class 6 contains 33938 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 97507 members 
Mstep: Class 12 contains 285128 members 
Mstep: Class 13 contains 11362 members 
Mstep: Class 15 contains 114434 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 120135 members 
Mstep: Class 19 contains 57051 members 
Mstep: Class 20 contains 70712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110227584.000000 Penalty: 39069.914062
Iteration 7F: 20 clusters Score -1.102276e+08 nChanged 62172
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 64586 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 13242 members 
Mstep: Class 6 contains 39369 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 3894 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 103472 members 
Mstep: Class 12 contains 259370 members 
Mstep: Class 13 contains 12144 members 
Mstep: Class 15 contains 116078 members 
Mstep: Class 16 contains 19285 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 130939 members 
Mstep: Class 19 contains 49397 members 
Mstep: Class 20 contains 72002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110288024.000000 Penalty: 39069.914062
Iteration 8F: 20 clusters Score -1.10288e+08 nChanged 52014
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 66609 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 15731 members 
Mstep: Class 5 contains 13256 members 
Mstep: Class 6 contains 44752 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 3902 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 107170 members 
Mstep: Class 12 contains 238434 members 
Mstep: Class 13 contains 12699 members 
Mstep: Class 15 contains 116681 members 
Mstep: Class 16 contains 19922 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 140314 members 
Mstep: Class 19 contains 44771 members 
Mstep: Class 20 contains 72238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110338112.000000 Penalty: 39069.914062
Iteration 9F: 20 clusters Score -1.103381e+08 nChanged 44876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 67671 members 
Mstep: Class 3 contains 3126 members 
Mstep: Class 4 contains 15648 members 
Mstep: Class 5 contains 13058 members 
Mstep: Class 6 contains 50368 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 109144 members 
Mstep: Class 12 contains 222106 members 
Mstep: Class 13 contains 13095 members 
Mstep: Class 15 contains 116852 members 
Mstep: Class 16 contains 20371 members 
Mstep: Class 17 contains 8766 members 
Mstep: Class 18 contains 147881 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 71694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110381808.000000 Penalty: 39069.914062
Iteration 10Q: 20 clusters Score -1.103818e+08 nChanged 40659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 67480 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 12692 members 
Mstep: Class 6 contains 56423 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 109786 members 
Mstep: Class 12 contains 209598 members 
Mstep: Class 13 contains 13433 members 
Mstep: Class 15 contains 117041 members 
Mstep: Class 16 contains 20597 members 
Mstep: Class 17 contains 9746 members 
Mstep: Class 18 contains 154048 members 
Mstep: Class 19 contains 39902 members 
Mstep: Class 20 contains 70677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110421120.000000 Penalty: 39069.914062
Iteration 11Q: 20 clusters Score -1.104211e+08 nChanged 36825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 66039 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 62334 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 109298 members 
Mstep: Class 12 contains 200347 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 15 contains 117241 members 
Mstep: Class 16 contains 20685 members 
Mstep: Class 17 contains 10756 members 
Mstep: Class 18 contains 159492 members 
Mstep: Class 19 contains 38344 members 
Mstep: Class 20 contains 69303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110456008.000000 Penalty: 39069.914062
Iteration 12Q: 20 clusters Score -1.10456e+08 nChanged 34232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 63577 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 15636 members 
Mstep: Class 5 contains 11716 members 
Mstep: Class 6 contains 67643 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 4976 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 108062 members 
Mstep: Class 12 contains 193363 members 
Mstep: Class 13 contains 14045 members 
Mstep: Class 15 contains 117461 members 
Mstep: Class 16 contains 20696 members 
Mstep: Class 17 contains 11748 members 
Mstep: Class 18 contains 164898 members 
Mstep: Class 19 contains 37457 members 
Mstep: Class 20 contains 67705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110482952.000000 Penalty: 39069.914062
Iteration 13Q: 20 clusters Score -1.10483e+08 nChanged 31390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 60642 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 15618 members 
Mstep: Class 5 contains 11207 members 
Mstep: Class 6 contains 72350 members 
Mstep: Class 7 contains 2753 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 106492 members 
Mstep: Class 12 contains 187392 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 15 contains 117563 members 
Mstep: Class 16 contains 20674 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 170593 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 66197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110506200.000000 Penalty: 39069.914062
Iteration 14Q: 20 clusters Score -1.105062e+08 nChanged 29411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 57709 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 15551 members 
Mstep: Class 5 contains 10717 members 
Mstep: Class 6 contains 76394 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 4287 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 104683 members 
Mstep: Class 12 contains 181853 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 15 contains 117346 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 176853 members 
Mstep: Class 19 contains 37087 members 
Mstep: Class 20 contains 64654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110525696.000000 Penalty: 39069.914062
Iteration 15Q: 20 clusters Score -1.105257e+08 nChanged 27390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 54986 members 
Mstep: Class 3 contains 3667 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 10365 members 
Mstep: Class 6 contains 79826 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 102765 members 
Mstep: Class 12 contains 176840 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 15 contains 116565 members 
Mstep: Class 16 contains 20607 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 183367 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 63092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110539944.000000 Penalty: 39069.914062
Iteration 16Q: 20 clusters Score -1.105399e+08 nChanged 24785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 52617 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 82798 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 4316 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 11 contains 100757 members 
Mstep: Class 12 contains 173371 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 15 contains 115155 members 
Mstep: Class 16 contains 20568 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 188964 members 
Mstep: Class 19 contains 38475 members 
Mstep: Class 20 contains 61514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110549832.000000 Penalty: 39069.914062
Iteration 17Q: 20 clusters Score -1.105498e+08 nChanged 21681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 50664 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 85363 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 98836 members 
Mstep: Class 12 contains 171259 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 15 contains 113477 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 16908 members 
Mstep: Class 18 contains 193054 members 
Mstep: Class 19 contains 39633 members 
Mstep: Class 20 contains 59935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110554864.000000 Penalty: 39069.914062
Iteration 18Q: 20 clusters Score -1.105549e+08 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 49053 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 87446 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 11 contains 97030 members 
Mstep: Class 12 contains 170179 members 
Mstep: Class 13 contains 15525 members 
Mstep: Class 15 contains 112014 members 
Mstep: Class 16 contains 20529 members 
Mstep: Class 17 contains 17804 members 
Mstep: Class 18 contains 195490 members 
Mstep: Class 19 contains 41110 members 
Mstep: Class 20 contains 58466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110559632.000000 Penalty: 39069.914062
Iteration 19Q: 20 clusters Score -1.105596e+08 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 47798 members 
Mstep: Class 3 contains 3549 members 
Mstep: Class 4 contains 15299 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 89222 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 8153 members 
Mstep: Class 11 contains 95320 members 
Mstep: Class 12 contains 169669 members 
Mstep: Class 13 contains 15689 members 
Mstep: Class 15 contains 110784 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 18703 members 
Mstep: Class 18 contains 196784 members 
Mstep: Class 19 contains 42849 members 
Mstep: Class 20 contains 56961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110565032.000000 Penalty: 39069.914062
Iteration 20F: 20 clusters Score -1.10565e+08 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 46747 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 4 contains 15145 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 90626 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 7764 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 93658 members 
Mstep: Class 12 contains 169428 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 15 contains 109756 members 
Mstep: Class 16 contains 20538 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 197411 members 
Mstep: Class 19 contains 44701 members 
Mstep: Class 20 contains 55349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110570408.000000 Penalty: 39069.914062
Iteration 21Q: 20 clusters Score -1.105704e+08 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 45866 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 91656 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 92060 members 
Mstep: Class 12 contains 169335 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 15 contains 108920 members 
Mstep: Class 16 contains 20549 members 
Mstep: Class 17 contains 21284 members 
Mstep: Class 18 contains 197622 members 
Mstep: Class 19 contains 46658 members 
Mstep: Class 20 contains 53797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110574528.000000 Penalty: 39069.914062
Iteration 22Q: 20 clusters Score -1.105745e+08 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 45128 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 14697 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 92438 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 11 contains 90436 members 
Mstep: Class 12 contains 169315 members 
Mstep: Class 13 contains 16054 members 
Mstep: Class 15 contains 108259 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 17 contains 22751 members 
Mstep: Class 18 contains 197531 members 
Mstep: Class 19 contains 48580 members 
Mstep: Class 20 contains 52324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110578952.000000 Penalty: 39069.914062
Iteration 23Q: 20 clusters Score -1.10579e+08 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 44435 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 10224 members 
Mstep: Class 6 contains 93046 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 4239 members 
Mstep: Class 10 contains 12242 members 
Mstep: Class 11 contains 88834 members 
Mstep: Class 12 contains 169304 members 
Mstep: Class 13 contains 16147 members 
Mstep: Class 15 contains 107779 members 
Mstep: Class 16 contains 20558 members 
Mstep: Class 17 contains 24293 members 
Mstep: Class 18 contains 197253 members 
Mstep: Class 19 contains 50525 members 
Mstep: Class 20 contains 50932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110583440.000000 Penalty: 39069.914062
Iteration 24Q: 20 clusters Score -1.105834e+08 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 43799 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 10432 members 
Mstep: Class 6 contains 93598 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 4234 members 
Mstep: Class 10 contains 13147 members 
Mstep: Class 11 contains 87224 members 
Mstep: Class 12 contains 169518 members 
Mstep: Class 13 contains 16282 members 
Mstep: Class 15 contains 107360 members 
Mstep: Class 16 contains 20538 members 
Mstep: Class 17 contains 25698 members 
Mstep: Class 18 contains 196819 members 
Mstep: Class 19 contains 52368 members 
Mstep: Class 20 contains 49552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110587024.000000 Penalty: 39069.914062
Iteration 25Q: 20 clusters Score -1.10587e+08 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 43210 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 10724 members 
Mstep: Class 6 contains 94035 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8425 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 11 contains 85567 members 
Mstep: Class 12 contains 169822 members 
Mstep: Class 13 contains 16445 members 
Mstep: Class 15 contains 107030 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 26994 members 
Mstep: Class 18 contains 196275 members 
Mstep: Class 19 contains 54165 members 
Mstep: Class 20 contains 48238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110591256.000000 Penalty: 39069.914062
Iteration 26Q: 20 clusters Score -1.105913e+08 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 42652 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 13894 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 94408 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 83887 members 
Mstep: Class 12 contains 170219 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 15 contains 106714 members 
Mstep: Class 16 contains 20472 members 
Mstep: Class 17 contains 28223 members 
Mstep: Class 18 contains 195626 members 
Mstep: Class 19 contains 55853 members 
Mstep: Class 20 contains 47063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110595632.000000 Penalty: 39069.914062
Iteration 27Q: 20 clusters Score -1.105956e+08 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 42154 members 
Mstep: Class 3 contains 3597 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 94700 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 15699 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 170618 members 
Mstep: Class 13 contains 16786 members 
Mstep: Class 15 contains 106474 members 
Mstep: Class 16 contains 20468 members 
Mstep: Class 17 contains 29293 members 
Mstep: Class 18 contains 194968 members 
Mstep: Class 19 contains 57488 members 
Mstep: Class 20 contains 46015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110598168.000000 Penalty: 39069.914062
Iteration 28Q: 20 clusters Score -1.105982e+08 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 41762 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 4 contains 13654 members 
Mstep: Class 5 contains 11782 members 
Mstep: Class 6 contains 95036 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8581 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 16527 members 
Mstep: Class 11 contains 80482 members 
Mstep: Class 12 contains 171053 members 
Mstep: Class 13 contains 16947 members 
Mstep: Class 15 contains 106256 members 
Mstep: Class 16 contains 20478 members 
Mstep: Class 17 contains 30263 members 
Mstep: Class 18 contains 194259 members 
Mstep: Class 19 contains 58870 members 
Mstep: Class 20 contains 45112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110601232.000000 Penalty: 39069.914062
Iteration 29Q: 20 clusters Score -1.106012e+08 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 41511 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 12092 members 
Mstep: Class 6 contains 95314 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 4148 members 
Mstep: Class 10 contains 17408 members 
Mstep: Class 11 contains 78627 members 
Mstep: Class 12 contains 171571 members 
Mstep: Class 13 contains 17112 members 
Mstep: Class 15 contains 106069 members 
Mstep: Class 16 contains 20504 members 
Mstep: Class 17 contains 31127 members 
Mstep: Class 18 contains 193594 members 
Mstep: Class 19 contains 60067 members 
Mstep: Class 20 contains 44301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110604112.000000 Penalty: 39069.914062
Iteration 30Q: 20 clusters Score -1.106041e+08 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 41321 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 13437 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 95683 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 8642 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 76771 members 
Mstep: Class 12 contains 172119 members 
Mstep: Class 13 contains 17239 members 
Mstep: Class 15 contains 105877 members 
Mstep: Class 16 contains 20511 members 
Mstep: Class 17 contains 31818 members 
Mstep: Class 18 contains 193006 members 
Mstep: Class 19 contains 61014 members 
Mstep: Class 20 contains 43649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110606952.000000 Penalty: 39069.914062
Iteration 31Q: 20 clusters Score -1.10607e+08 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 41166 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 13353 members 
Mstep: Class 5 contains 12608 members 
Mstep: Class 6 contains 96067 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 8662 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 19313 members 
Mstep: Class 11 contains 74791 members 
Mstep: Class 12 contains 172858 members 
Mstep: Class 13 contains 17349 members 
Mstep: Class 15 contains 105644 members 
Mstep: Class 16 contains 20518 members 
Mstep: Class 17 contains 32428 members 
Mstep: Class 18 contains 192440 members 
Mstep: Class 19 contains 61726 members 
Mstep: Class 20 contains 43130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110609680.000000 Penalty: 39069.914062
Iteration 32Q: 20 clusters Score -1.106097e+08 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80856 members 
Mstep: Class 2 contains 41076 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 13269 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 96446 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 8695 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 20321 members 
Mstep: Class 11 contains 72721 members 
Mstep: Class 12 contains 173748 members 
Mstep: Class 13 contains 17437 members 
Mstep: Class 15 contains 105434 members 
Mstep: Class 16 contains 20519 members 
Mstep: Class 17 contains 32920 members 
Mstep: Class 18 contains 191932 members 
Mstep: Class 19 contains 62219 members 
Mstep: Class 20 contains 42702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110612904.000000 Penalty: 39069.914062
Iteration 33Q: 20 clusters Score -1.106129e+08 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 41015 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 13195 members 
Mstep: Class 5 contains 12947 members 
Mstep: Class 6 contains 96845 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 8721 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 21393 members 
Mstep: Class 11 contains 70606 members 
Mstep: Class 12 contains 174740 members 
Mstep: Class 13 contains 17536 members 
Mstep: Class 15 contains 105245 members 
Mstep: Class 16 contains 20500 members 
Mstep: Class 17 contains 33320 members 
Mstep: Class 18 contains 191419 members 
Mstep: Class 19 contains 62577 members 
Mstep: Class 20 contains 42377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110617064.000000 Penalty: 39069.914062
Iteration 34Q: 20 clusters Score -1.106171e+08 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 40962 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 5 contains 13043 members 
Mstep: Class 6 contains 97213 members 
Mstep: Class 7 contains 2772 members 
Mstep: Class 8 contains 8752 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 22324 members 
Mstep: Class 11 contains 68835 members 
Mstep: Class 12 contains 175502 members 
Mstep: Class 13 contains 17614 members 
Mstep: Class 15 contains 105069 members 
Mstep: Class 16 contains 20496 members 
Mstep: Class 17 contains 33666 members 
Mstep: Class 18 contains 190936 members 
Mstep: Class 19 contains 62910 members 
Mstep: Class 20 contains 42128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110621192.000000 Penalty: 39069.914062
Iteration 35Q: 20 clusters Score -1.106212e+08 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 40912 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 13082 members 
Mstep: Class 5 contains 13115 members 
Mstep: Class 6 contains 97553 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 8775 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 23076 members 
Mstep: Class 11 contains 67938 members 
Mstep: Class 12 contains 175367 members 
Mstep: Class 13 contains 17683 members 
Mstep: Class 15 contains 104915 members 
Mstep: Class 16 contains 20451 members 
Mstep: Class 17 contains 33957 members 
Mstep: Class 18 contains 190575 members 
Mstep: Class 19 contains 63313 members 
Mstep: Class 20 contains 41957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110622824.000000 Penalty: 39069.914062
Iteration 36Q: 20 clusters Score -1.106228e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 40859 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 13019 members 
Mstep: Class 5 contains 13165 members 
Mstep: Class 6 contains 97897 members 
Mstep: Class 7 contains 2781 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 23646 members 
Mstep: Class 11 contains 67518 members 
Mstep: Class 12 contains 174707 members 
Mstep: Class 13 contains 17734 members 
Mstep: Class 15 contains 104779 members 
Mstep: Class 16 contains 20406 members 
Mstep: Class 17 contains 34213 members 
Mstep: Class 18 contains 190282 members 
Mstep: Class 19 contains 63889 members 
Mstep: Class 20 contains 41815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110623904.000000 Penalty: 39069.914062
Iteration 37Q: 20 clusters Score -1.106239e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 40822 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 13207 members 
Mstep: Class 6 contains 98134 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 8815 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 23976 members 
Mstep: Class 11 contains 67254 members 
Mstep: Class 12 contains 173951 members 
Mstep: Class 13 contains 17786 members 
Mstep: Class 15 contains 104660 members 
Mstep: Class 16 contains 20351 members 
Mstep: Class 17 contains 34435 members 
Mstep: Class 18 contains 190113 members 
Mstep: Class 19 contains 64552 members 
Mstep: Class 20 contains 41683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110624232.000000 Penalty: 39069.914062
Iteration 38Q: 20 clusters Score -1.106242e+08 nChanged 3461
Entering ConstructFrom: 
Score: -110624232.000000 Penalty: 39069.914062
Entering ConstructFrom: 
Trying to split cluster 1 (79810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Entering Unmasked Estep 
Score: -8874156.000000 Penalty: 1679.565796
	Iteration 0F: 2 clusters Score -8874156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -8822238.000000 Penalty: 3359.131592
	Iteration 0F: 3 clusters Score -8822238 nChanged 37375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8843662.000000 Penalty: 3359.131592
	Iteration 1F: 3 clusters Score -8843662 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -8844921.000000 Penalty: 3359.131592
	Iteration 2Q: 3 clusters Score -8844921 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8846719.000000 Penalty: 3359.131592
	Iteration 3Q: 3 clusters Score -8846719 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8849493.000000 Penalty: 3359.131592
	Iteration 4F: 3 clusters Score -8849493 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8853791.000000 Penalty: 3359.131592
	Iteration 5F: 3 clusters Score -8853791 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8858983.000000 Penalty: 3359.131592
	Iteration 6F: 3 clusters Score -8858983 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8864122.000000 Penalty: 3359.131592
	Iteration 7F: 3 clusters Score -8864122 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -8868512.000000 Penalty: 3359.131592
	Iteration 8F: 3 clusters Score -8868512 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8871865.000000 Penalty: 3359.131592
	Iteration 9F: 3 clusters Score -8871865 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8874229.000000 Penalty: 3359.131592
	Iteration 10Q: 3 clusters Score -8874229 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -8876292.000000 Penalty: 3359.131592
	Iteration 11Q: 3 clusters Score -8876292 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -8878102.000000 Penalty: 3359.131592
	Iteration 12Q: 3 clusters Score -8878102 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -8879226.000000 Penalty: 3359.131592
	Iteration 13Q: 3 clusters Score -8879226 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -8879918.000000 Penalty: 3359.131592
	Iteration 14Q: 3 clusters Score -8879918 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -8880306.000000 Penalty: 3359.131592
	Iteration 15Q: 3 clusters Score -8880306 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -8880553.000000 Penalty: 3359.131592
	Iteration 16Q: 3 clusters Score -8880553 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -8880646.000000 Penalty: 3359.131592
	Iteration 17Q: 3 clusters Score -8880646 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -8880698.000000 Penalty: 3359.131592
	Iteration 18Q: 3 clusters Score -8880698 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -8880757.000000 Penalty: 3359.131592
	Iteration 19Q: 3 clusters Score -8880757 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -8880803.000000 Penalty: 3359.131592
	Iteration 20F: 3 clusters Score -8880803 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8880825.000000 Penalty: 3359.131592
	Iteration 21Q: 3 clusters Score -8880825 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -8880826.000000 Penalty: 3359.131592
	Iteration 22Q: 3 clusters Score -8880826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -8880832.000000 Penalty: 3359.131592
	Iteration 23Q: 3 clusters Score -8880832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -8880833.000000 Penalty: 3359.131592
	Iteration 24Q: 3 clusters Score -8880833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -8880845.000000 Penalty: 3359.131592
	Iteration 25Q: 3 clusters Score -8880845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -8880855.000000 Penalty: 3359.131592
	Iteration 26Q: 3 clusters Score -8880855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8880833.000000 Penalty: 3359.131592
	Iteration 27Q: 3 clusters Score -8880833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -8880843.000000 Penalty: 3359.131592
	Iteration 28Q: 3 clusters Score -8880843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -8880831.000000 Penalty: 3359.131592
	Iteration 29Q: 3 clusters Score -8880831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8880830.000000 Penalty: 3359.131592
	Iteration 30Q: 3 clusters Score -8880830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -8880825.000000 Penalty: 3359.131592
	Iteration 31Q: 3 clusters Score -8880825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -8880827.000000 Penalty: 3359.131592
	Iteration 32Q: 3 clusters Score -8880827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -8880830.000000 Penalty: 3359.131592
	Iteration 33Q: 3 clusters Score -8880830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -8880833.000000 Penalty: 3359.131592
	Iteration 34Q: 3 clusters Score -8880833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8880825.000000 Penalty: 3359.131592
	Iteration 35Q: 3 clusters Score -8880825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -8880823.000000 Penalty: 3359.131592
	Iteration 36Q: 3 clusters Score -8880823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -8880828.000000 Penalty: 3359.131592
	Iteration 37Q: 3 clusters Score -8880828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8880823.000000 Penalty: 3359.131592
	Iteration 38Q: 3 clusters Score -8880823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8880818.000000 Penalty: 3359.131592
	Iteration 39Q: 3 clusters Score -8880818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8880824.000000 Penalty: 3359.131592
	Iteration 40F: 3 clusters Score -8880824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -8880820.000000 Penalty: 3359.131592
	Iteration 41Q: 3 clusters Score -8880820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -8880829.000000 Penalty: 3359.131592
	Iteration 42Q: 3 clusters Score -8880829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -8880825.000000 Penalty: 3359.131592
	Iteration 43Q: 3 clusters Score -8880825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -8880826.000000 Penalty: 3359.131592
	Iteration 44Q: 3 clusters Score -8880826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8880832.000000 Penalty: 3359.131592
	Iteration 45Q: 3 clusters Score -8880832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8880832.000000 Penalty: 3359.131592
	Iteration 46Q: 3 clusters Score -8880832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -8880841.000000 Penalty: 3359.131592
	Iteration 47Q: 3 clusters Score -8880841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8880833.000000 Penalty: 3359.131592
	Iteration 48Q: 3 clusters Score -8880833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8880835.000000 Penalty: 3359.131592
	Iteration 49Q: 3 clusters Score -8880835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8880836.000000 Penalty: 3359.131592
	Iteration 50Q: 3 clusters Score -8880836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8880836.000000 Penalty: 3359.131592
	Iteration 51F: 3 clusters Score -8880836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 12894 members 
Mstep: Class 5 contains 13225 members 
Mstep: Class 6 contains 98338 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Entering Unmasked Estep 
Score: -110630936.000000 Penalty: 41126.222656
Splitting cluster 1 changes total score from -110624232.000000 to -110630936.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (40786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Entering Unmasked Estep 
Score: -4723271.000000 Penalty: 1579.674927
	Iteration 0F: 2 clusters Score -4723271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4696503.500000 Penalty: 3159.349854
	Iteration 0F: 3 clusters Score -4696504 nChanged 18802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4707092.000000 Penalty: 3159.349854
	Iteration 1F: 3 clusters Score -4707092 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4707733.000000 Penalty: 3159.349854
	Iteration 2Q: 3 clusters Score -4707733 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4708403.000000 Penalty: 3159.349854
	Iteration 3Q: 3 clusters Score -4708403 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -4709127.000000 Penalty: 3159.349854
	Iteration 4Q: 3 clusters Score -4709127 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4709938.500000 Penalty: 3159.349854
	Iteration 5Q: 3 clusters Score -4709938 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4710965.500000 Penalty: 3159.349854
	Iteration 6F: 3 clusters Score -4710966 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4712090.500000 Penalty: 3159.349854
	Iteration 7F: 3 clusters Score -4712090 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4713159.000000 Penalty: 3159.349854
	Iteration 8F: 3 clusters Score -4713159 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4714128.000000 Penalty: 3159.349854
	Iteration 9Q: 3 clusters Score -4714128 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4714986.500000 Penalty: 3159.349854
	Iteration 10Q: 3 clusters Score -4714986 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4715787.500000 Penalty: 3159.349854
	Iteration 11Q: 3 clusters Score -4715788 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4716416.500000 Penalty: 3159.349854
	Iteration 12Q: 3 clusters Score -4716416 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -4717037.000000 Penalty: 3159.349854
	Iteration 13Q: 3 clusters Score -4717037 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4717666.000000 Penalty: 3159.349854
	Iteration 14Q: 3 clusters Score -4717666 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4718257.500000 Penalty: 3159.349854
	Iteration 15Q: 3 clusters Score -4718258 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4718847.500000 Penalty: 3159.349854
	Iteration 16Q: 3 clusters Score -4718848 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4719561.000000 Penalty: 3159.349854
	Iteration 17Q: 3 clusters Score -4719561 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4720496.500000 Penalty: 3159.349854
	Iteration 18Q: 3 clusters Score -4720496 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4721458.000000 Penalty: 3159.349854
	Iteration 19Q: 3 clusters Score -4721458 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4722014.000000 Penalty: 3159.349854
	Iteration 20F: 3 clusters Score -4722014 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4722315.500000 Penalty: 3159.349854
	Iteration 21Q: 3 clusters Score -4722316 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4722485.000000 Penalty: 3159.349854
	Iteration 22Q: 3 clusters Score -4722485 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4722601.500000 Penalty: 3159.349854
	Iteration 23Q: 3 clusters Score -4722602 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4722691.500000 Penalty: 3159.349854
	Iteration 24Q: 3 clusters Score -4722692 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4722737.500000 Penalty: 3159.349854
	Iteration 25Q: 3 clusters Score -4722738 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4722773.500000 Penalty: 3159.349854
	Iteration 26Q: 3 clusters Score -4722774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4722818.000000 Penalty: 3159.349854
	Iteration 27Q: 3 clusters Score -4722818 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4722847.000000 Penalty: 3159.349854
	Iteration 28Q: 3 clusters Score -4722847 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4722892.000000 Penalty: 3159.349854
	Iteration 29Q: 3 clusters Score -4722892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4722904.000000 Penalty: 3159.349854
	Iteration 30Q: 3 clusters Score -4722904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4722915.500000 Penalty: 3159.349854
	Iteration 31Q: 3 clusters Score -4722916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -4722941.500000 Penalty: 3159.349854
	Iteration 32Q: 3 clusters Score -4722942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4722952.000000 Penalty: 3159.349854
	Iteration 33Q: 3 clusters Score -4722952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4722967.500000 Penalty: 3159.349854
	Iteration 34Q: 3 clusters Score -4722968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4722962.500000 Penalty: 3159.349854
	Iteration 35Q: 3 clusters Score -4722962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4722971.000000 Penalty: 3159.349854
	Iteration 36Q: 3 clusters Score -4722971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4722965.000000 Penalty: 3159.349854
	Iteration 37Q: 3 clusters Score -4722965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4722968.500000 Penalty: 3159.349854
	Iteration 38Q: 3 clusters Score -4722968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4722972.500000 Penalty: 3159.349854
	Iteration 39Q: 3 clusters Score -4722972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4722971.500000 Penalty: 3159.349854
	Iteration 40F: 3 clusters Score -4722972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4722980.000000 Penalty: 3159.349854
	Iteration 41Q: 3 clusters Score -4722980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4722980.000000 Penalty: 3159.349854
	Iteration 42Q: 3 clusters Score -4722980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4722984.500000 Penalty: 3159.349854
	Iteration 43Q: 3 clusters Score -4722984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4722988.500000 Penalty: 3159.349854
	Iteration 44Q: 3 clusters Score -4722988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -4722991.500000 Penalty: 3159.349854
	Iteration 45Q: 3 clusters Score -4722992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -4722997.000000 Penalty: 3159.349854
	Iteration 46Q: 3 clusters Score -4722997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4722995.500000 Penalty: 3159.349854
	Iteration 47Q: 3 clusters Score -4722996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4722988.500000 Penalty: 3159.349854
	Iteration 48Q: 3 clusters Score -4722988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4723001.500000 Penalty: 3159.349854
	Iteration 49Q: 3 clusters Score -4723002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4723001.500000 Penalty: 3159.349854
	Iteration 50Q: 3 clusters Score -4723002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -4722996.000000 Penalty: 3159.349854
	Iteration 51Q: 3 clusters Score -4722996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4723006.000000 Penalty: 3159.349854
	Iteration 52Q: 3 clusters Score -4723006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4723012.500000 Penalty: 3159.349854
	Iteration 53Q: 3 clusters Score -4723012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4723017.500000 Penalty: 3159.349854
	Iteration 54Q: 3 clusters Score -4723018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4723022.000000 Penalty: 3159.349854
	Iteration 55Q: 3 clusters Score -4723022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4723023.000000 Penalty: 3159.349854
	Iteration 56Q: 3 clusters Score -4723023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4723024.000000 Penalty: 3159.349854
	Iteration 57Q: 3 clusters Score -4723024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4723021.500000 Penalty: 3159.349854
	Iteration 58Q: 3 clusters Score -4723022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4723023.000000 Penalty: 3159.349854
	Iteration 59Q: 3 clusters Score -4723023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4723023.000000 Penalty: 3159.349854
	Iteration 60F: 3 clusters Score -4723023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -465220.750000 Penalty: 1251.812988
	Iteration 0F: 2 clusters Score -465220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -461929.625000 Penalty: 2503.625977
	Iteration 0F: 3 clusters Score -461929.6 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -466432.531250 Penalty: 2503.625977
	Iteration 1F: 3 clusters Score -466432.5 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -469318.968750 Penalty: 2503.625977
	Iteration 2F: 3 clusters Score -469319 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -472631.312500 Penalty: 2503.625977
	Iteration 3F: 3 clusters Score -472631.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -474482.218750 Penalty: 2503.625977
	Iteration 4F: 3 clusters Score -474482.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -474655.875000 Penalty: 2503.625977
	Iteration 5Q: 3 clusters Score -474655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -474670.187500 Penalty: 2503.625977
	Iteration 6Q: 3 clusters Score -474670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -474677.000000 Penalty: 2503.625977
	Iteration 7Q: 3 clusters Score -474677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -474677.000000 Penalty: 2503.625977
	Iteration 8F: 3 clusters Score -474677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 12894 members 
Mstep: Class 5 contains 13225 members 
Mstep: Class 6 contains 98338 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Entering Unmasked Estep 
Score: -110639728.000000 Penalty: 43182.535156
Splitting cluster 3 changes total score from -110624232.000000 to -110639728.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (12894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Entering Unmasked Estep 
Score: -1383764.625000 Penalty: 1408.320190
	Iteration 0F: 2 clusters Score -1383765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1375279.875000 Penalty: 2816.640381
	Iteration 0F: 3 clusters Score -1375280 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1378649.875000 Penalty: 2816.640381
	Iteration 1F: 3 clusters Score -1378650 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1379569.250000 Penalty: 2816.640381
	Iteration 2F: 3 clusters Score -1379569 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1380464.750000 Penalty: 2816.640381
	Iteration 3F: 3 clusters Score -1380465 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1381334.250000 Penalty: 2816.640381
	Iteration 4F: 3 clusters Score -1381334 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1382266.375000 Penalty: 2816.640381
	Iteration 5F: 3 clusters Score -1382266 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1383090.875000 Penalty: 2816.640381
	Iteration 6F: 3 clusters Score -1383091 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1383771.625000 Penalty: 2816.640381
	Iteration 7F: 3 clusters Score -1383772 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1384402.375000 Penalty: 2816.640381
	Iteration 8Q: 3 clusters Score -1384402 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1385187.375000 Penalty: 2816.640381
	Iteration 9Q: 3 clusters Score -1385187 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1386588.250000 Penalty: 2816.640381
	Iteration 10Q: 3 clusters Score -1386588 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1388140.500000 Penalty: 2816.640381
	Iteration 11Q: 3 clusters Score -1388140 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1388805.625000 Penalty: 2816.640381
	Iteration 12Q: 3 clusters Score -1388806 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1389056.000000 Penalty: 2816.640381
	Iteration 13Q: 3 clusters Score -1389056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1389216.125000 Penalty: 2816.640381
	Iteration 14Q: 3 clusters Score -1389216 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1389306.000000 Penalty: 2816.640381
	Iteration 15Q: 3 clusters Score -1389306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1389366.000000 Penalty: 2816.640381
	Iteration 16Q: 3 clusters Score -1389366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1389407.750000 Penalty: 2816.640381
	Iteration 17Q: 3 clusters Score -1389408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1389431.125000 Penalty: 2816.640381
	Iteration 18Q: 3 clusters Score -1389431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1389436.250000 Penalty: 2816.640381
	Iteration 19Q: 3 clusters Score -1389436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1389449.875000 Penalty: 2816.640381
	Iteration 20F: 3 clusters Score -1389450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1389456.625000 Penalty: 2816.640381
	Iteration 21Q: 3 clusters Score -1389457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1389461.000000 Penalty: 2816.640381
	Iteration 22Q: 3 clusters Score -1389461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1389470.000000 Penalty: 2816.640381
	Iteration 23Q: 3 clusters Score -1389470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1389478.250000 Penalty: 2816.640381
	Iteration 24Q: 3 clusters Score -1389478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1389484.625000 Penalty: 2816.640381
	Iteration 25Q: 3 clusters Score -1389485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1389493.250000 Penalty: 2816.640381
	Iteration 26Q: 3 clusters Score -1389493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1389495.250000 Penalty: 2816.640381
	Iteration 27Q: 3 clusters Score -1389495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1389494.250000 Penalty: 2816.640381
	Iteration 28Q: 3 clusters Score -1389494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1389494.250000 Penalty: 2816.640381
	Iteration 29F: 3 clusters Score -1389494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 13225 members 
Mstep: Class 6 contains 98338 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Entering Unmasked Estep 
Score: -110645160.000000 Penalty: 45238.843750
Splitting cluster 4 changes total score from -110624232.000000 to -110645160.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1282981.625000 Penalty: 1412.091797
	Iteration 0F: 2 clusters Score -1282982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1274231.125000 Penalty: 2824.183594
	Iteration 0F: 3 clusters Score -1274231 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1278338.625000 Penalty: 2824.183594
	Iteration 1F: 3 clusters Score -1278339 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1279977.500000 Penalty: 2824.183594
	Iteration 2F: 3 clusters Score -1279978 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1282361.625000 Penalty: 2824.183594
	Iteration 3F: 3 clusters Score -1282362 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1284381.000000 Penalty: 2824.183594
	Iteration 4F: 3 clusters Score -1284381 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1285746.375000 Penalty: 2824.183594
	Iteration 5F: 3 clusters Score -1285746 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1286740.250000 Penalty: 2824.183594
	Iteration 6F: 3 clusters Score -1286740 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1287418.250000 Penalty: 2824.183594
	Iteration 7Q: 3 clusters Score -1287418 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1287982.000000 Penalty: 2824.183594
	Iteration 8Q: 3 clusters Score -1287982 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1288333.000000 Penalty: 2824.183594
	Iteration 9Q: 3 clusters Score -1288333 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1288505.875000 Penalty: 2824.183594
	Iteration 10Q: 3 clusters Score -1288506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1288593.125000 Penalty: 2824.183594
	Iteration 11Q: 3 clusters Score -1288593 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1288647.375000 Penalty: 2824.183594
	Iteration 12Q: 3 clusters Score -1288647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1288681.125000 Penalty: 2824.183594
	Iteration 13Q: 3 clusters Score -1288681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1288705.250000 Penalty: 2824.183594
	Iteration 14Q: 3 clusters Score -1288705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1288733.750000 Penalty: 2824.183594
	Iteration 15Q: 3 clusters Score -1288734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1288759.500000 Penalty: 2824.183594
	Iteration 16Q: 3 clusters Score -1288760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1288814.000000 Penalty: 2824.183594
	Iteration 17Q: 3 clusters Score -1288814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1288841.125000 Penalty: 2824.183594
	Iteration 18Q: 3 clusters Score -1288841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1288869.125000 Penalty: 2824.183594
	Iteration 19Q: 3 clusters Score -1288869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1288943.375000 Penalty: 2824.183594
	Iteration 20F: 3 clusters Score -1288943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1289003.250000 Penalty: 2824.183594
	Iteration 21Q: 3 clusters Score -1289003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1289030.375000 Penalty: 2824.183594
	Iteration 22Q: 3 clusters Score -1289030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1289062.250000 Penalty: 2824.183594
	Iteration 23Q: 3 clusters Score -1289062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1289079.750000 Penalty: 2824.183594
	Iteration 24Q: 3 clusters Score -1289080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1289081.000000 Penalty: 2824.183594
	Iteration 25Q: 3 clusters Score -1289081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1289082.875000 Penalty: 2824.183594
	Iteration 26Q: 3 clusters Score -1289083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1289087.500000 Penalty: 2824.183594
	Iteration 27Q: 3 clusters Score -1289088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1289085.875000 Penalty: 2824.183594
	Iteration 28Q: 3 clusters Score -1289086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1289089.250000 Penalty: 2824.183594
	Iteration 29Q: 3 clusters Score -1289089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1289092.500000 Penalty: 2824.183594
	Iteration 30Q: 3 clusters Score -1289092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1289094.750000 Penalty: 2824.183594
	Iteration 31Q: 3 clusters Score -1289095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1289092.625000 Penalty: 2824.183594
	Iteration 32Q: 3 clusters Score -1289093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1289092.875000 Penalty: 2824.183594
	Iteration 33Q: 3 clusters Score -1289093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1289091.875000 Penalty: 2824.183594
	Iteration 34Q: 3 clusters Score -1289092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1289091.875000 Penalty: 2824.183594
	Iteration 35F: 3 clusters Score -1289092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 98338 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Entering Unmasked Estep 
Score: -110650488.000000 Penalty: 47295.156250
Splitting cluster 5 changes total score from -110624232.000000 to -110650488.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (98338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Entering Unmasked Estep 
Score: -10900339.000000 Penalty: 1710.629517
	Iteration 0F: 2 clusters Score -1.090034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -10838898.000000 Penalty: 3421.259033
	Iteration 0F: 3 clusters Score -1.08389e+07 nChanged 46475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -10866323.000000 Penalty: 3421.259033
	Iteration 1F: 3 clusters Score -1.086632e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -10869132.000000 Penalty: 3421.259033
	Iteration 2F: 3 clusters Score -1.086913e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -10873939.000000 Penalty: 3421.259033
	Iteration 3F: 3 clusters Score -1.087394e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -10880050.000000 Penalty: 3421.259033
	Iteration 4F: 3 clusters Score -1.088005e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -10885997.000000 Penalty: 3421.259033
	Iteration 5F: 3 clusters Score -1.0886e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -10890224.000000 Penalty: 3421.259033
	Iteration 6F: 3 clusters Score -1.089022e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -10892871.000000 Penalty: 3421.259033
	Iteration 7F: 3 clusters Score -1.089287e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -10894669.000000 Penalty: 3421.259033
	Iteration 8Q: 3 clusters Score -1.089467e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -10895921.000000 Penalty: 3421.259033
	Iteration 9Q: 3 clusters Score -1.089592e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -10896832.000000 Penalty: 3421.259033
	Iteration 10Q: 3 clusters Score -1.089683e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -10897581.000000 Penalty: 3421.259033
	Iteration 11Q: 3 clusters Score -1.089758e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -10898264.000000 Penalty: 3421.259033
	Iteration 12Q: 3 clusters Score -1.089826e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -10898784.000000 Penalty: 3421.259033
	Iteration 13Q: 3 clusters Score -1.089878e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -10899391.000000 Penalty: 3421.259033
	Iteration 14Q: 3 clusters Score -1.089939e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -10899876.000000 Penalty: 3421.259033
	Iteration 15Q: 3 clusters Score -1.089988e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -10900261.000000 Penalty: 3421.259033
	Iteration 16Q: 3 clusters Score -1.090026e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -10900571.000000 Penalty: 3421.259033
	Iteration 17Q: 3 clusters Score -1.090057e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -10900895.000000 Penalty: 3421.259033
	Iteration 18Q: 3 clusters Score -1.09009e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -10901183.000000 Penalty: 3421.259033
	Iteration 19Q: 3 clusters Score -1.090118e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -10901434.000000 Penalty: 3421.259033
	Iteration 20F: 3 clusters Score -1.090143e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -10901620.000000 Penalty: 3421.259033
	Iteration 21Q: 3 clusters Score -1.090162e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -10901817.000000 Penalty: 3421.259033
	Iteration 22Q: 3 clusters Score -1.090182e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -10901948.000000 Penalty: 3421.259033
	Iteration 23Q: 3 clusters Score -1.090195e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -10902056.000000 Penalty: 3421.259033
	Iteration 24Q: 3 clusters Score -1.090206e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -10902193.000000 Penalty: 3421.259033
	Iteration 25Q: 3 clusters Score -1.090219e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10902313.000000 Penalty: 3421.259033
	Iteration 26Q: 3 clusters Score -1.090231e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -10902378.000000 Penalty: 3421.259033
	Iteration 27Q: 3 clusters Score -1.090238e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -10902450.000000 Penalty: 3421.259033
	Iteration 28Q: 3 clusters Score -1.090245e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -10902524.000000 Penalty: 3421.259033
	Iteration 29Q: 3 clusters Score -1.090252e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -10902559.000000 Penalty: 3421.259033
	Iteration 30Q: 3 clusters Score -1.090256e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -10902562.000000 Penalty: 3421.259033
	Iteration 31Q: 3 clusters Score -1.090256e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -10902565.000000 Penalty: 3421.259033
	Iteration 32Q: 3 clusters Score -1.090256e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -10902566.000000 Penalty: 3421.259033
	Iteration 33Q: 3 clusters Score -1.090257e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -10902595.000000 Penalty: 3421.259033
	Iteration 34Q: 3 clusters Score -1.09026e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -10902649.000000 Penalty: 3421.259033
	Iteration 35Q: 3 clusters Score -1.090265e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -10902634.000000 Penalty: 3421.259033
	Iteration 36Q: 3 clusters Score -1.090263e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -10902635.000000 Penalty: 3421.259033
	Iteration 37Q: 3 clusters Score -1.090264e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -10902720.000000 Penalty: 3421.259033
	Iteration 38Q: 3 clusters Score -1.090272e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -10902738.000000 Penalty: 3421.259033
	Iteration 39Q: 3 clusters Score -1.090274e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -10902789.000000 Penalty: 3421.259033
	Iteration 40F: 3 clusters Score -1.090279e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -10902842.000000 Penalty: 3421.259033
	Iteration 41Q: 3 clusters Score -1.090284e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -10902865.000000 Penalty: 3421.259033
	Iteration 42Q: 3 clusters Score -1.090286e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -10902870.000000 Penalty: 3421.259033
	Iteration 43Q: 3 clusters Score -1.090287e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -10902918.000000 Penalty: 3421.259033
	Iteration 44Q: 3 clusters Score -1.090292e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -10902906.000000 Penalty: 3421.259033
	Iteration 45Q: 3 clusters Score -1.090291e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -10902904.000000 Penalty: 3421.259033
	Iteration 46Q: 3 clusters Score -1.09029e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -10902916.000000 Penalty: 3421.259033
	Iteration 47Q: 3 clusters Score -1.090292e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -10902916.000000 Penalty: 3421.259033
	Iteration 48Q: 3 clusters Score -1.090292e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -10902923.000000 Penalty: 3421.259033
	Iteration 49Q: 3 clusters Score -1.090292e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -10902922.000000 Penalty: 3421.259033
	Iteration 50Q: 3 clusters Score -1.090292e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -10902930.000000 Penalty: 3421.259033
	Iteration 51Q: 3 clusters Score -1.090293e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -10902966.000000 Penalty: 3421.259033
	Iteration 52Q: 3 clusters Score -1.090297e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -10902978.000000 Penalty: 3421.259033
	Iteration 53Q: 3 clusters Score -1.090298e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -10902985.000000 Penalty: 3421.259033
	Iteration 54Q: 3 clusters Score -1.090298e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -10902957.000000 Penalty: 3421.259033
	Iteration 55Q: 3 clusters Score -1.090296e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -10902932.000000 Penalty: 3421.259033
	Iteration 56Q: 3 clusters Score -1.090293e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -10902920.000000 Penalty: 3421.259033
	Iteration 57Q: 3 clusters Score -1.090292e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -10902961.000000 Penalty: 3421.259033
	Iteration 58Q: 3 clusters Score -1.090296e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -10902973.000000 Penalty: 3421.259033
	Iteration 59Q: 3 clusters Score -1.090297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -10902975.000000 Penalty: 3421.259033
	Iteration 60F: 3 clusters Score -1.090298e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -10902970.000000 Penalty: 3421.259033
	Iteration 61Q: 3 clusters Score -1.090297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -10902979.000000 Penalty: 3421.259033
	Iteration 62Q: 3 clusters Score -1.090298e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -10902980.000000 Penalty: 3421.259033
	Iteration 63Q: 3 clusters Score -1.090298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -10902972.000000 Penalty: 3421.259033
	Iteration 64Q: 3 clusters Score -1.090297e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -10903003.000000 Penalty: 3421.259033
	Iteration 65Q: 3 clusters Score -1.0903e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -10902985.000000 Penalty: 3421.259033
	Iteration 66Q: 3 clusters Score -1.090298e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -10902970.000000 Penalty: 3421.259033
	Iteration 67Q: 3 clusters Score -1.090297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -10902971.000000 Penalty: 3421.259033
	Iteration 68Q: 3 clusters Score -1.090297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -10902976.000000 Penalty: 3421.259033
	Iteration 69Q: 3 clusters Score -1.090298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -10902968.000000 Penalty: 3421.259033
	Iteration 70Q: 3 clusters Score -1.090297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -10902955.000000 Penalty: 3421.259033
	Iteration 71Q: 3 clusters Score -1.090296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -10902961.000000 Penalty: 3421.259033
	Iteration 72Q: 3 clusters Score -1.090296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -10902975.000000 Penalty: 3421.259033
	Iteration 73Q: 3 clusters Score -1.090298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -10902970.000000 Penalty: 3421.259033
	Iteration 74Q: 3 clusters Score -1.090297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -10902971.000000 Penalty: 3421.259033
	Iteration 75Q: 3 clusters Score -1.090297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -10902967.000000 Penalty: 3421.259033
	Iteration 76Q: 3 clusters Score -1.090297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -10902973.000000 Penalty: 3421.259033
	Iteration 77Q: 3 clusters Score -1.090297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -10902977.000000 Penalty: 3421.259033
	Iteration 78Q: 3 clusters Score -1.090298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -10902998.000000 Penalty: 3421.259033
	Iteration 79Q: 3 clusters Score -1.0903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -10902991.000000 Penalty: 3421.259033
	Iteration 80F: 3 clusters Score -1.090299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -10902985.000000 Penalty: 3421.259033
	Iteration 81Q: 3 clusters Score -1.090298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -10902963.000000 Penalty: 3421.259033
	Iteration 82Q: 3 clusters Score -1.090296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -10902965.000000 Penalty: 3421.259033
	Iteration 83Q: 3 clusters Score -1.090296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 89000 members 
Entering Unmasked Estep 
Score: -10902977.000000 Penalty: 3421.259033
	Iteration 84Q: 3 clusters Score -1.090298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -10902991.000000 Penalty: 3421.259033
	Iteration 85Q: 3 clusters Score -1.090299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -10902984.000000 Penalty: 3421.259033
	Iteration 86Q: 3 clusters Score -1.090298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -10902983.000000 Penalty: 3421.259033
	Iteration 87Q: 3 clusters Score -1.090298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -10903006.000000 Penalty: 3421.259033
	Iteration 88Q: 3 clusters Score -1.090301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -10903000.000000 Penalty: 3421.259033
	Iteration 89Q: 3 clusters Score -1.0903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -10903003.000000 Penalty: 3421.259033
	Iteration 90Q: 3 clusters Score -1.0903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -10903005.000000 Penalty: 3421.259033
	Iteration 91Q: 3 clusters Score -1.0903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -10903005.000000 Penalty: 3421.259033
	Iteration 92F: 3 clusters Score -1.0903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Entering Unmasked Estep 
Score: -110652568.000000 Penalty: 49351.468750
Splitting cluster 6 changes total score from -110624232.000000 to -110652568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -195664.453125 Penalty: 1180.442261
	Iteration 0F: 2 clusters Score -195664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -193602.625000 Penalty: 2360.884521
	Iteration 0F: 3 clusters Score -193602.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -196578.203125 Penalty: 2360.884521
	Iteration 1F: 3 clusters Score -196578.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -200903.984375 Penalty: 2360.884521
	Iteration 2F: 3 clusters Score -200904 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -207028.125000 Penalty: 2360.884521
	Iteration 3F: 3 clusters Score -207028.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -210272.187500 Penalty: 2360.884521
	Iteration 4F: 3 clusters Score -210272.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -210739.500000 Penalty: 2360.884521
	Iteration 5Q: 3 clusters Score -210739.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -210975.750000 Penalty: 2360.884521
	Iteration 6Q: 3 clusters Score -210975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -211227.921875 Penalty: 2360.884521
	Iteration 7Q: 3 clusters Score -211227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -211528.343750 Penalty: 2360.884521
	Iteration 8Q: 3 clusters Score -211528.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -211668.078125 Penalty: 2360.884521
	Iteration 9Q: 3 clusters Score -211668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -211742.171875 Penalty: 2360.884521
	Iteration 10Q: 3 clusters Score -211742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -211780.343750 Penalty: 2360.884521
	Iteration 11Q: 3 clusters Score -211780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -211789.359375 Penalty: 2360.884521
	Iteration 12Q: 3 clusters Score -211789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -211794.296875 Penalty: 2360.884521
	Iteration 13Q: 3 clusters Score -211794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -211795.968750 Penalty: 2360.884521
	Iteration 14Q: 3 clusters Score -211796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -211796.281250 Penalty: 2360.884521
	Iteration 15Q: 3 clusters Score -211796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -211819.843750 Penalty: 2360.884521
	Iteration 16F: 3 clusters Score -211819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -211843.593750 Penalty: 2360.884521
	Iteration 17Q: 3 clusters Score -211843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -211851.093750 Penalty: 2360.884521
	Iteration 18Q: 3 clusters Score -211851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -211854.640625 Penalty: 2360.884521
	Iteration 19Q: 3 clusters Score -211854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -211854.640625 Penalty: 2360.884521
	Iteration 20F: 3 clusters Score -211854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Entering Unmasked Estep 
Score: -110667696.000000 Penalty: 51407.781250
Splitting cluster 7 changes total score from -110624232.000000 to -110667696.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -949910.375000 Penalty: 1352.101318
	Iteration 0F: 2 clusters Score -949910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -943966.187500 Penalty: 2704.202637
	Iteration 0F: 3 clusters Score -943966.2 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -946114.875000 Penalty: 2704.202637
	Iteration 1F: 3 clusters Score -946114.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -946607.250000 Penalty: 2704.202637
	Iteration 2F: 3 clusters Score -946607.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -947190.250000 Penalty: 2704.202637
	Iteration 3F: 3 clusters Score -947190.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -947887.312500 Penalty: 2704.202637
	Iteration 4F: 3 clusters Score -947887.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -948500.062500 Penalty: 2704.202637
	Iteration 5F: 3 clusters Score -948500.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -948989.437500 Penalty: 2704.202637
	Iteration 6F: 3 clusters Score -948989.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -949328.750000 Penalty: 2704.202637
	Iteration 7Q: 3 clusters Score -949328.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -949550.625000 Penalty: 2704.202637
	Iteration 8Q: 3 clusters Score -949550.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -949709.812500 Penalty: 2704.202637
	Iteration 9Q: 3 clusters Score -949709.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -949808.875000 Penalty: 2704.202637
	Iteration 10Q: 3 clusters Score -949808.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -949901.812500 Penalty: 2704.202637
	Iteration 11Q: 3 clusters Score -949901.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -949964.687500 Penalty: 2704.202637
	Iteration 12Q: 3 clusters Score -949964.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -950010.000000 Penalty: 2704.202637
	Iteration 13Q: 3 clusters Score -950010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -950053.000000 Penalty: 2704.202637
	Iteration 14Q: 3 clusters Score -950053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -950078.312500 Penalty: 2704.202637
	Iteration 15Q: 3 clusters Score -950078.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -950093.125000 Penalty: 2704.202637
	Iteration 16Q: 3 clusters Score -950093.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -950115.187500 Penalty: 2704.202637
	Iteration 17Q: 3 clusters Score -950115.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -950129.187500 Penalty: 2704.202637
	Iteration 18Q: 3 clusters Score -950129.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -950141.687500 Penalty: 2704.202637
	Iteration 19Q: 3 clusters Score -950141.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -950151.875000 Penalty: 2704.202637
	Iteration 20F: 3 clusters Score -950151.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -950157.875000 Penalty: 2704.202637
	Iteration 21Q: 3 clusters Score -950157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -950164.062500 Penalty: 2704.202637
	Iteration 22Q: 3 clusters Score -950164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -950166.437500 Penalty: 2704.202637
	Iteration 23Q: 3 clusters Score -950166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -950172.875000 Penalty: 2704.202637
	Iteration 24Q: 3 clusters Score -950172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -950182.812500 Penalty: 2704.202637
	Iteration 25Q: 3 clusters Score -950182.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -950191.500000 Penalty: 2704.202637
	Iteration 26Q: 3 clusters Score -950191.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -950198.500000 Penalty: 2704.202637
	Iteration 27Q: 3 clusters Score -950198.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -950203.500000 Penalty: 2704.202637
	Iteration 28Q: 3 clusters Score -950203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -950204.562500 Penalty: 2704.202637
	Iteration 29Q: 3 clusters Score -950204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -950213.687500 Penalty: 2704.202637
	Iteration 30Q: 3 clusters Score -950213.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -950219.812500 Penalty: 2704.202637
	Iteration 31Q: 3 clusters Score -950219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -950224.562500 Penalty: 2704.202637
	Iteration 32Q: 3 clusters Score -950224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -950225.250000 Penalty: 2704.202637
	Iteration 33Q: 3 clusters Score -950225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -950227.312500 Penalty: 2704.202637
	Iteration 34Q: 3 clusters Score -950227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -950228.812500 Penalty: 2704.202637
	Iteration 35Q: 3 clusters Score -950228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -950230.000000 Penalty: 2704.202637
	Iteration 36Q: 3 clusters Score -950230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -950232.937500 Penalty: 2704.202637
	Iteration 37Q: 3 clusters Score -950232.9 nChanged 7
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: -950233.125000 Penalty: 2704.202637
	Iteration 38Q: 3 clusters Score -950233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -950237.437500 Penalty: 2704.202637
	Iteration 39Q: 3 clusters Score -950237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -950236.125000 Penalty: 2704.202637
	Iteration 40F: 3 clusters Score -950236.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -950238.375000 Penalty: 2704.202637
	Iteration 41Q: 3 clusters Score -950238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -950238.375000 Penalty: 2704.202637
	Iteration 42Q: 3 clusters Score -950238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -950241.375000 Penalty: 2704.202637
	Iteration 43Q: 3 clusters Score -950241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -950242.312500 Penalty: 2704.202637
	Iteration 44Q: 3 clusters Score -950242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -950244.125000 Penalty: 2704.202637
	Iteration 45Q: 3 clusters Score -950244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -950246.687500 Penalty: 2704.202637
	Iteration 46Q: 3 clusters Score -950246.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -950250.000000 Penalty: 2704.202637
	Iteration 47Q: 3 clusters Score -950250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -950254.625000 Penalty: 2704.202637
	Iteration 48Q: 3 clusters Score -950254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -950258.000000 Penalty: 2704.202637
	Iteration 49Q: 3 clusters Score -950258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -950258.750000 Penalty: 2704.202637
	Iteration 50Q: 3 clusters Score -950258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -950261.875000 Penalty: 2704.202637
	Iteration 51Q: 3 clusters Score -950261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -950263.500000 Penalty: 2704.202637
	Iteration 52Q: 3 clusters Score -950263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -950264.375000 Penalty: 2704.202637
	Iteration 53Q: 3 clusters Score -950264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -950265.125000 Penalty: 2704.202637
	Iteration 54Q: 3 clusters Score -950265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -950266.812500 Penalty: 2704.202637
	Iteration 55Q: 3 clusters Score -950266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -950271.125000 Penalty: 2704.202637
	Iteration 56Q: 3 clusters Score -950271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -950270.312500 Penalty: 2704.202637
	Iteration 57Q: 3 clusters Score -950270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -950271.687500 Penalty: 2704.202637
	Iteration 58Q: 3 clusters Score -950271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -950271.250000 Penalty: 2704.202637
	Iteration 59Q: 3 clusters Score -950271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -950271.437500 Penalty: 2704.202637
	Iteration 60F: 3 clusters Score -950271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Entering Unmasked Estep 
Score: -110667624.000000 Penalty: 53464.089844
Splitting cluster 8 changes total score from -110624232.000000 to -110667624.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -426169.500000 Penalty: 1232.959473
	Iteration 0F: 2 clusters Score -426169.5 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 2011 members 
Entering Unmasked Estep 
Score: -423125.125000 Penalty: 2465.918945
	Iteration 0F: 3 clusters Score -423125.1 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -423991.687500 Penalty: 2465.918945
	Iteration 1F: 3 clusters Score -423991.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -424228.593750 Penalty: 2465.918945
	Iteration 2F: 3 clusters Score -424228.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -424369.875000 Penalty: 2465.918945
	Iteration 3F: 3 clusters Score -424369.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -424466.718750 Penalty: 2465.918945
	Iteration 4Q: 3 clusters Score -424466.7 nChanged 107
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: -424525.937500 Penalty: 2465.918945
	Iteration 5Q: 3 clusters Score -424525.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -424566.468750 Penalty: 2465.918945
	Iteration 6Q: 3 clusters Score -424566.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -424600.406250 Penalty: 2465.918945
	Iteration 7Q: 3 clusters Score -424600.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -424630.500000 Penalty: 2465.918945
	Iteration 8Q: 3 clusters Score -424630.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424659.843750 Penalty: 2465.918945
	Iteration 9Q: 3 clusters Score -424659.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -424683.656250 Penalty: 2465.918945
	Iteration 10Q: 3 clusters Score -424683.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -424710.750000 Penalty: 2465.918945
	Iteration 11Q: 3 clusters Score -424710.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -424738.843750 Penalty: 2465.918945
	Iteration 12Q: 3 clusters Score -424738.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -424760.906250 Penalty: 2465.918945
	Iteration 13Q: 3 clusters Score -424760.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -424781.312500 Penalty: 2465.918945
	Iteration 14Q: 3 clusters Score -424781.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -424797.750000 Penalty: 2465.918945
	Iteration 15Q: 3 clusters Score -424797.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -424815.343750 Penalty: 2465.918945
	Iteration 16Q: 3 clusters Score -424815.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -424834.750000 Penalty: 2465.918945
	Iteration 17Q: 3 clusters Score -424834.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -424858.125000 Penalty: 2465.918945
	Iteration 18Q: 3 clusters Score -424858.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -424887.031250 Penalty: 2465.918945
	Iteration 19Q: 3 clusters Score -424887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -424913.125000 Penalty: 2465.918945
	Iteration 20F: 3 clusters Score -424913.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -424947.218750 Penalty: 2465.918945
	Iteration 21Q: 3 clusters Score -424947.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -424990.156250 Penalty: 2465.918945
	Iteration 22Q: 3 clusters Score -424990.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -425031.218750 Penalty: 2465.918945
	Iteration 23Q: 3 clusters Score -425031.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -425074.031250 Penalty: 2465.918945
	Iteration 24Q: 3 clusters Score -425074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -425119.812500 Penalty: 2465.918945
	Iteration 25Q: 3 clusters Score -425119.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -425168.656250 Penalty: 2465.918945
	Iteration 26Q: 3 clusters Score -425168.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -425213.156250 Penalty: 2465.918945
	Iteration 27Q: 3 clusters Score -425213.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -425287.187500 Penalty: 2465.918945
	Iteration 28Q: 3 clusters Score -425287.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -425356.625000 Penalty: 2465.918945
	Iteration 29Q: 3 clusters Score -425356.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -425420.156250 Penalty: 2465.918945
	Iteration 30Q: 3 clusters Score -425420.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -425466.250000 Penalty: 2465.918945
	Iteration 31Q: 3 clusters Score -425466.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -425514.562500 Penalty: 2465.918945
	Iteration 32Q: 3 clusters Score -425514.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -425566.468750 Penalty: 2465.918945
	Iteration 33Q: 3 clusters Score -425566.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -425627.062500 Penalty: 2465.918945
	Iteration 34Q: 3 clusters Score -425627.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -425713.218750 Penalty: 2465.918945
	Iteration 35Q: 3 clusters Score -425713.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425835.218750 Penalty: 2465.918945
	Iteration 36Q: 3 clusters Score -425835.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -425956.000000 Penalty: 2465.918945
	Iteration 37Q: 3 clusters Score -425956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -426089.718750 Penalty: 2465.918945
	Iteration 38Q: 3 clusters Score -426089.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -426279.687500 Penalty: 2465.918945
	Iteration 39Q: 3 clusters Score -426279.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -426535.218750 Penalty: 2465.918945
	Iteration 40F: 3 clusters Score -426535.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -426851.812500 Penalty: 2465.918945
	Iteration 41Q: 3 clusters Score -426851.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -427149.000000 Penalty: 2465.918945
	Iteration 42Q: 3 clusters Score -427149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -427346.593750 Penalty: 2465.918945
	Iteration 43Q: 3 clusters Score -427346.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -427435.250000 Penalty: 2465.918945
	Iteration 44Q: 3 clusters Score -427435.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -427458.593750 Penalty: 2465.918945
	Iteration 45Q: 3 clusters Score -427458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -427473.031250 Penalty: 2465.918945
	Iteration 46Q: 3 clusters Score -427473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -427481.937500 Penalty: 2465.918945
	Iteration 47Q: 3 clusters Score -427481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -427486.406250 Penalty: 2465.918945
	Iteration 48Q: 3 clusters Score -427486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -427486.062500 Penalty: 2465.918945
	Iteration 49Q: 3 clusters Score -427486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -427486.062500 Penalty: 2465.918945
	Iteration 50F: 3 clusters Score -427486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Entering Unmasked Estep 
Score: -110668544.000000 Penalty: 55520.402344
Splitting cluster 9 changes total score from -110624232.000000 to -110668544.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (24196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Entering Unmasked Estep 
Score: -2771790.000000 Penalty: 1501.978638
	Iteration 0F: 2 clusters Score -2771790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2755884.000000 Penalty: 3003.957275
	Iteration 0F: 3 clusters Score -2755884 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2761705.750000 Penalty: 3003.957275
	Iteration 1F: 3 clusters Score -2761706 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2762207.250000 Penalty: 3003.957275
	Iteration 2F: 3 clusters Score -2762207 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2762612.250000 Penalty: 3003.957275
	Iteration 3Q: 3 clusters Score -2762612 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2762932.000000 Penalty: 3003.957275
	Iteration 4Q: 3 clusters Score -2762932 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2763257.250000 Penalty: 3003.957275
	Iteration 5Q: 3 clusters Score -2763257 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2763595.500000 Penalty: 3003.957275
	Iteration 6Q: 3 clusters Score -2763596 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2763991.000000 Penalty: 3003.957275
	Iteration 7Q: 3 clusters Score -2763991 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2764429.250000 Penalty: 3003.957275
	Iteration 8Q: 3 clusters Score -2764429 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2765027.250000 Penalty: 3003.957275
	Iteration 9Q: 3 clusters Score -2765027 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2765684.500000 Penalty: 3003.957275
	Iteration 10Q: 3 clusters Score -2765684 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2766324.500000 Penalty: 3003.957275
	Iteration 11Q: 3 clusters Score -2766324 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2766919.750000 Penalty: 3003.957275
	Iteration 12Q: 3 clusters Score -2766920 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2767459.000000 Penalty: 3003.957275
	Iteration 13Q: 3 clusters Score -2767459 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2767928.500000 Penalty: 3003.957275
	Iteration 14Q: 3 clusters Score -2767928 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2768262.250000 Penalty: 3003.957275
	Iteration 15Q: 3 clusters Score -2768262 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2768529.250000 Penalty: 3003.957275
	Iteration 16Q: 3 clusters Score -2768529 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2768742.500000 Penalty: 3003.957275
	Iteration 17Q: 3 clusters Score -2768742 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2768912.750000 Penalty: 3003.957275
	Iteration 18Q: 3 clusters Score -2768913 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2769046.750000 Penalty: 3003.957275
	Iteration 19Q: 3 clusters Score -2769047 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2769182.750000 Penalty: 3003.957275
	Iteration 20F: 3 clusters Score -2769183 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2769313.500000 Penalty: 3003.957275
	Iteration 21Q: 3 clusters Score -2769314 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2769414.500000 Penalty: 3003.957275
	Iteration 22Q: 3 clusters Score -2769414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2769534.750000 Penalty: 3003.957275
	Iteration 23Q: 3 clusters Score -2769535 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2769601.000000 Penalty: 3003.957275
	Iteration 24Q: 3 clusters Score -2769601 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2769696.250000 Penalty: 3003.957275
	Iteration 25Q: 3 clusters Score -2769696 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2769781.250000 Penalty: 3003.957275
	Iteration 26Q: 3 clusters Score -2769781 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2769881.750000 Penalty: 3003.957275
	Iteration 27Q: 3 clusters Score -2769882 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2769978.750000 Penalty: 3003.957275
	Iteration 28Q: 3 clusters Score -2769979 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2770049.000000 Penalty: 3003.957275
	Iteration 29Q: 3 clusters Score -2770049 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2770106.500000 Penalty: 3003.957275
	Iteration 30Q: 3 clusters Score -2770106 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2770160.500000 Penalty: 3003.957275
	Iteration 31Q: 3 clusters Score -2770160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2770187.000000 Penalty: 3003.957275
	Iteration 32Q: 3 clusters Score -2770187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2770234.000000 Penalty: 3003.957275
	Iteration 33Q: 3 clusters Score -2770234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2770254.750000 Penalty: 3003.957275
	Iteration 34Q: 3 clusters Score -2770255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2770273.500000 Penalty: 3003.957275
	Iteration 35Q: 3 clusters Score -2770274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2770289.000000 Penalty: 3003.957275
	Iteration 36Q: 3 clusters Score -2770289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2770302.000000 Penalty: 3003.957275
	Iteration 37Q: 3 clusters Score -2770302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2770317.500000 Penalty: 3003.957275
	Iteration 38Q: 3 clusters Score -2770318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2770331.500000 Penalty: 3003.957275
	Iteration 39Q: 3 clusters Score -2770332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2770346.000000 Penalty: 3003.957275
	Iteration 40F: 3 clusters Score -2770346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2770364.250000 Penalty: 3003.957275
	Iteration 41Q: 3 clusters Score -2770364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2770381.000000 Penalty: 3003.957275
	Iteration 42Q: 3 clusters Score -2770381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2770389.750000 Penalty: 3003.957275
	Iteration 43Q: 3 clusters Score -2770390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2770403.750000 Penalty: 3003.957275
	Iteration 44Q: 3 clusters Score -2770404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2770402.250000 Penalty: 3003.957275
	Iteration 45Q: 3 clusters Score -2770402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2770416.500000 Penalty: 3003.957275
	Iteration 46Q: 3 clusters Score -2770416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2770419.750000 Penalty: 3003.957275
	Iteration 47Q: 3 clusters Score -2770420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2770426.250000 Penalty: 3003.957275
	Iteration 48Q: 3 clusters Score -2770426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2770437.250000 Penalty: 3003.957275
	Iteration 49Q: 3 clusters Score -2770437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2770449.000000 Penalty: 3003.957275
	Iteration 50Q: 3 clusters Score -2770449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2770453.500000 Penalty: 3003.957275
	Iteration 51Q: 3 clusters Score -2770454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2770462.750000 Penalty: 3003.957275
	Iteration 52Q: 3 clusters Score -2770463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2770459.250000 Penalty: 3003.957275
	Iteration 53Q: 3 clusters Score -2770459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2770468.250000 Penalty: 3003.957275
	Iteration 54Q: 3 clusters Score -2770468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2770480.000000 Penalty: 3003.957275
	Iteration 55Q: 3 clusters Score -2770480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2770490.500000 Penalty: 3003.957275
	Iteration 56Q: 3 clusters Score -2770490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2770498.000000 Penalty: 3003.957275
	Iteration 57Q: 3 clusters Score -2770498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2770508.500000 Penalty: 3003.957275
	Iteration 58Q: 3 clusters Score -2770508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2770512.250000 Penalty: 3003.957275
	Iteration 59Q: 3 clusters Score -2770512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2770520.750000 Penalty: 3003.957275
	Iteration 60F: 3 clusters Score -2770521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2770518.750000 Penalty: 3003.957275
	Iteration 61Q: 3 clusters Score -2770519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2770527.000000 Penalty: 3003.957275
	Iteration 62Q: 3 clusters Score -2770527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2770533.500000 Penalty: 3003.957275
	Iteration 63Q: 3 clusters Score -2770534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2770546.750000 Penalty: 3003.957275
	Iteration 64Q: 3 clusters Score -2770547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2770560.250000 Penalty: 3003.957275
	Iteration 65Q: 3 clusters Score -2770560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2770575.500000 Penalty: 3003.957275
	Iteration 66Q: 3 clusters Score -2770576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2770577.750000 Penalty: 3003.957275
	Iteration 67Q: 3 clusters Score -2770578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2770588.000000 Penalty: 3003.957275
	Iteration 68Q: 3 clusters Score -2770588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2770592.500000 Penalty: 3003.957275
	Iteration 69Q: 3 clusters Score -2770592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2770596.000000 Penalty: 3003.957275
	Iteration 70Q: 3 clusters Score -2770596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2770601.000000 Penalty: 3003.957275
	Iteration 71Q: 3 clusters Score -2770601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2770603.250000 Penalty: 3003.957275
	Iteration 72Q: 3 clusters Score -2770603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2770602.750000 Penalty: 3003.957275
	Iteration 73Q: 3 clusters Score -2770603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2770607.750000 Penalty: 3003.957275
	Iteration 74Q: 3 clusters Score -2770608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2770608.000000 Penalty: 3003.957275
	Iteration 75Q: 3 clusters Score -2770608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2770612.750000 Penalty: 3003.957275
	Iteration 76Q: 3 clusters Score -2770613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2770612.500000 Penalty: 3003.957275
	Iteration 77Q: 3 clusters Score -2770612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2770621.000000 Penalty: 3003.957275
	Iteration 78Q: 3 clusters Score -2770621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2770633.250000 Penalty: 3003.957275
	Iteration 79Q: 3 clusters Score -2770633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2770641.250000 Penalty: 3003.957275
	Iteration 80F: 3 clusters Score -2770641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2770645.750000 Penalty: 3003.957275
	Iteration 81Q: 3 clusters Score -2770646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2770647.000000 Penalty: 3003.957275
	Iteration 82Q: 3 clusters Score -2770647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2770637.750000 Penalty: 3003.957275
	Iteration 83Q: 3 clusters Score -2770638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2770650.000000 Penalty: 3003.957275
	Iteration 84Q: 3 clusters Score -2770650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2770649.000000 Penalty: 3003.957275
	Iteration 85Q: 3 clusters Score -2770649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2770650.000000 Penalty: 3003.957275
	Iteration 86Q: 3 clusters Score -2770650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2770649.750000 Penalty: 3003.957275
	Iteration 87Q: 3 clusters Score -2770650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2770659.000000 Penalty: 3003.957275
	Iteration 88Q: 3 clusters Score -2770659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2770659.250000 Penalty: 3003.957275
	Iteration 89Q: 3 clusters Score -2770659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2770656.250000 Penalty: 3003.957275
	Iteration 90Q: 3 clusters Score -2770656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2770657.250000 Penalty: 3003.957275
	Iteration 91Q: 3 clusters Score -2770657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2770658.000000 Penalty: 3003.957275
	Iteration 92Q: 3 clusters Score -2770658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2770658.750000 Penalty: 3003.957275
	Iteration 93Q: 3 clusters Score -2770659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2770661.000000 Penalty: 3003.957275
	Iteration 94Q: 3 clusters Score -2770661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2770657.750000 Penalty: 3003.957275
	Iteration 95Q: 3 clusters Score -2770658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2770662.250000 Penalty: 3003.957275
	Iteration 96Q: 3 clusters Score -2770662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2770664.250000 Penalty: 3003.957275
	Iteration 97Q: 3 clusters Score -2770664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2770664.000000 Penalty: 3003.957275
	Iteration 98Q: 3 clusters Score -2770664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2770664.250000 Penalty: 3003.957275
	Iteration 99Q: 3 clusters Score -2770664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2770664.250000 Penalty: 3003.957275
	Iteration 100F: 3 clusters Score -2770664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (67098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Entering Unmasked Estep 
Score: -7836496.500000 Penalty: 1653.749756
	Iteration 0F: 2 clusters Score -7836496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -7792858.000000 Penalty: 3307.499512
	Iteration 0F: 3 clusters Score -7792858 nChanged 31353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -7810543.500000 Penalty: 3307.499512
	Iteration 1F: 3 clusters Score -7810544 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7811471.500000 Penalty: 3307.499512
	Iteration 2Q: 3 clusters Score -7811472 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -7812684.000000 Penalty: 3307.499512
	Iteration 3Q: 3 clusters Score -7812684 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -7814143.500000 Penalty: 3307.499512
	Iteration 4Q: 3 clusters Score -7814144 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -7815857.500000 Penalty: 3307.499512
	Iteration 5F: 3 clusters Score -7815858 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7817884.500000 Penalty: 3307.499512
	Iteration 6F: 3 clusters Score -7817884 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -7819935.000000 Penalty: 3307.499512
	Iteration 7F: 3 clusters Score -7819935 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -7821619.500000 Penalty: 3307.499512
	Iteration 8F: 3 clusters Score -7821620 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7822940.500000 Penalty: 3307.499512
	Iteration 9Q: 3 clusters Score -7822940 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -7824074.500000 Penalty: 3307.499512
	Iteration 10Q: 3 clusters Score -7824074 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -7825091.500000 Penalty: 3307.499512
	Iteration 11Q: 3 clusters Score -7825092 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -7826053.500000 Penalty: 3307.499512
	Iteration 12Q: 3 clusters Score -7826054 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -7827170.000000 Penalty: 3307.499512
	Iteration 13Q: 3 clusters Score -7827170 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -7828428.500000 Penalty: 3307.499512
	Iteration 14Q: 3 clusters Score -7828428 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7829912.000000 Penalty: 3307.499512
	Iteration 15Q: 3 clusters Score -7829912 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -7831217.500000 Penalty: 3307.499512
	Iteration 16Q: 3 clusters Score -7831218 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -7832442.000000 Penalty: 3307.499512
	Iteration 17Q: 3 clusters Score -7832442 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -7833387.500000 Penalty: 3307.499512
	Iteration 18Q: 3 clusters Score -7833388 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -7834090.000000 Penalty: 3307.499512
	Iteration 19Q: 3 clusters Score -7834090 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -7834520.000000 Penalty: 3307.499512
	Iteration 20F: 3 clusters Score -7834520 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -7834799.500000 Penalty: 3307.499512
	Iteration 21Q: 3 clusters Score -7834800 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -7834983.000000 Penalty: 3307.499512
	Iteration 22Q: 3 clusters Score -7834983 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -7835075.000000 Penalty: 3307.499512
	Iteration 23Q: 3 clusters Score -7835075 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -7835163.500000 Penalty: 3307.499512
	Iteration 24Q: 3 clusters Score -7835164 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -7835225.000000 Penalty: 3307.499512
	Iteration 25Q: 3 clusters Score -7835225 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -7835263.500000 Penalty: 3307.499512
	Iteration 26Q: 3 clusters Score -7835264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7835287.500000 Penalty: 3307.499512
	Iteration 27Q: 3 clusters Score -7835288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -7835317.000000 Penalty: 3307.499512
	Iteration 28Q: 3 clusters Score -7835317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -7835341.000000 Penalty: 3307.499512
	Iteration 29Q: 3 clusters Score -7835341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -7835345.000000 Penalty: 3307.499512
	Iteration 30Q: 3 clusters Score -7835345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -7835362.500000 Penalty: 3307.499512
	Iteration 31Q: 3 clusters Score -7835362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -7835381.500000 Penalty: 3307.499512
	Iteration 32Q: 3 clusters Score -7835382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -7835390.500000 Penalty: 3307.499512
	Iteration 33Q: 3 clusters Score -7835390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -7835410.000000 Penalty: 3307.499512
	Iteration 34Q: 3 clusters Score -7835410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -7835421.000000 Penalty: 3307.499512
	Iteration 35Q: 3 clusters Score -7835421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -7835419.000000 Penalty: 3307.499512
	Iteration 36Q: 3 clusters Score -7835419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -7835420.000000 Penalty: 3307.499512
	Iteration 37Q: 3 clusters Score -7835420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -7835421.000000 Penalty: 3307.499512
	Iteration 38Q: 3 clusters Score -7835421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -7835427.000000 Penalty: 3307.499512
	Iteration 39Q: 3 clusters Score -7835427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -7835426.000000 Penalty: 3307.499512
	Iteration 40F: 3 clusters Score -7835426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -7835439.500000 Penalty: 3307.499512
	Iteration 41Q: 3 clusters Score -7835440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -7835437.500000 Penalty: 3307.499512
	Iteration 42Q: 3 clusters Score -7835438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -7835444.000000 Penalty: 3307.499512
	Iteration 43Q: 3 clusters Score -7835444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -7835444.500000 Penalty: 3307.499512
	Iteration 44Q: 3 clusters Score -7835444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -7835443.000000 Penalty: 3307.499512
	Iteration 45Q: 3 clusters Score -7835443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -7835444.000000 Penalty: 3307.499512
	Iteration 46Q: 3 clusters Score -7835444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -7835453.000000 Penalty: 3307.499512
	Iteration 47Q: 3 clusters Score -7835453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -7835453.000000 Penalty: 3307.499512
	Iteration 48Q: 3 clusters Score -7835453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -7835439.000000 Penalty: 3307.499512
	Iteration 49Q: 3 clusters Score -7835439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -7835434.000000 Penalty: 3307.499512
	Iteration 50Q: 3 clusters Score -7835434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -7835439.500000 Penalty: 3307.499512
	Iteration 51Q: 3 clusters Score -7835440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -7835433.000000 Penalty: 3307.499512
	Iteration 52Q: 3 clusters Score -7835433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -7835440.500000 Penalty: 3307.499512
	Iteration 53Q: 3 clusters Score -7835440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -7835440.000000 Penalty: 3307.499512
	Iteration 54Q: 3 clusters Score -7835440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -7835442.500000 Penalty: 3307.499512
	Iteration 55Q: 3 clusters Score -7835442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -7835442.500000 Penalty: 3307.499512
	Iteration 56F: 3 clusters Score -7835442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (173190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Entering Unmasked Estep 
Score: -19669114.000000 Penalty: 1794.847046
	Iteration 0F: 2 clusters Score -1.966911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -19581912.000000 Penalty: 3589.694092
	Iteration 0F: 3 clusters Score -1.958191e+07 nChanged 83113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -19633256.000000 Penalty: 3589.694092
	Iteration 1F: 3 clusters Score -1.963326e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -19639068.000000 Penalty: 3589.694092
	Iteration 2F: 3 clusters Score -1.963907e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -19648910.000000 Penalty: 3589.694092
	Iteration 3F: 3 clusters Score -1.964891e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -19661120.000000 Penalty: 3589.694092
	Iteration 4F: 3 clusters Score -1.966112e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -19671780.000000 Penalty: 3589.694092
	Iteration 5F: 3 clusters Score -1.967178e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -19680562.000000 Penalty: 3589.694092
	Iteration 6F: 3 clusters Score -1.968056e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -19688972.000000 Penalty: 3589.694092
	Iteration 7F: 3 clusters Score -1.968897e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -19697128.000000 Penalty: 3589.694092
	Iteration 8F: 3 clusters Score -1.969713e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -19701570.000000 Penalty: 3589.694092
	Iteration 9Q: 3 clusters Score -1.970157e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -19704306.000000 Penalty: 3589.694092
	Iteration 10Q: 3 clusters Score -1.970431e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -19707224.000000 Penalty: 3589.694092
	Iteration 11Q: 3 clusters Score -1.970722e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -19709834.000000 Penalty: 3589.694092
	Iteration 12Q: 3 clusters Score -1.970983e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -19712600.000000 Penalty: 3589.694092
	Iteration 13Q: 3 clusters Score -1.97126e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -19715940.000000 Penalty: 3589.694092
	Iteration 14Q: 3 clusters Score -1.971594e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -19721598.000000 Penalty: 3589.694092
	Iteration 15Q: 3 clusters Score -1.97216e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -19729328.000000 Penalty: 3589.694092
	Iteration 16Q: 3 clusters Score -1.972933e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128205 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -19734466.000000 Penalty: 3589.694092
	Iteration 17Q: 3 clusters Score -1.973447e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129020 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -19734858.000000 Penalty: 3589.694092
	Iteration 18Q: 3 clusters Score -1.973486e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -19734836.000000 Penalty: 3589.694092
	Iteration 19Q: 3 clusters Score -1.973484e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -19734814.000000 Penalty: 3589.694092
	Iteration 20F: 3 clusters Score -1.973481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -19734814.000000 Penalty: 3589.694092
	Iteration 21Q: 3 clusters Score -1.973481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129349 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -19734826.000000 Penalty: 3589.694092
	Iteration 22Q: 3 clusters Score -1.973483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129351 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -19734812.000000 Penalty: 3589.694092
	Iteration 23Q: 3 clusters Score -1.973481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -19734820.000000 Penalty: 3589.694092
	Iteration 24Q: 3 clusters Score -1.973482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -19734820.000000 Penalty: 3589.694092
	Iteration 25F: 3 clusters Score -1.973482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 104553 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Entering Unmasked Estep 
Score: -110734104.000000 Penalty: 57576.714844
Splitting cluster 12 changes total score from -110624232.000000 to -110734104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (17836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Entering Unmasked Estep 
Score: -1947563.500000 Penalty: 1456.599365
	Iteration 0F: 2 clusters Score -1947564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1935883.750000 Penalty: 2913.198730
	Iteration 0F: 3 clusters Score -1935884 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1940169.750000 Penalty: 2913.198730
	Iteration 1F: 3 clusters Score -1940170 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1940684.750000 Penalty: 2913.198730
	Iteration 2F: 3 clusters Score -1940685 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1941214.125000 Penalty: 2913.198730
	Iteration 3F: 3 clusters Score -1941214 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1941808.000000 Penalty: 2913.198730
	Iteration 4F: 3 clusters Score -1941808 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1942599.250000 Penalty: 2913.198730
	Iteration 5F: 3 clusters Score -1942599 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1943470.000000 Penalty: 2913.198730
	Iteration 6F: 3 clusters Score -1943470 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1944242.250000 Penalty: 2913.198730
	Iteration 7F: 3 clusters Score -1944242 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1944858.375000 Penalty: 2913.198730
	Iteration 8Q: 3 clusters Score -1944858 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1945305.750000 Penalty: 2913.198730
	Iteration 9Q: 3 clusters Score -1945306 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1945604.250000 Penalty: 2913.198730
	Iteration 10Q: 3 clusters Score -1945604 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1945756.375000 Penalty: 2913.198730
	Iteration 11Q: 3 clusters Score -1945756 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1945839.750000 Penalty: 2913.198730
	Iteration 12Q: 3 clusters Score -1945840 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1945915.125000 Penalty: 2913.198730
	Iteration 13Q: 3 clusters Score -1945915 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1945974.625000 Penalty: 2913.198730
	Iteration 14Q: 3 clusters Score -1945975 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1946022.375000 Penalty: 2913.198730
	Iteration 15Q: 3 clusters Score -1946022 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1946060.000000 Penalty: 2913.198730
	Iteration 16Q: 3 clusters Score -1946060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1946083.875000 Penalty: 2913.198730
	Iteration 17Q: 3 clusters Score -1946084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1946102.625000 Penalty: 2913.198730
	Iteration 18Q: 3 clusters Score -1946103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1946125.750000 Penalty: 2913.198730
	Iteration 19Q: 3 clusters Score -1946126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1946137.000000 Penalty: 2913.198730
	Iteration 20F: 3 clusters Score -1946137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1946147.875000 Penalty: 2913.198730
	Iteration 21Q: 3 clusters Score -1946148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1946163.125000 Penalty: 2913.198730
	Iteration 22Q: 3 clusters Score -1946163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1946176.000000 Penalty: 2913.198730
	Iteration 23Q: 3 clusters Score -1946176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1946185.375000 Penalty: 2913.198730
	Iteration 24Q: 3 clusters Score -1946185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1946189.500000 Penalty: 2913.198730
	Iteration 25Q: 3 clusters Score -1946190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1946199.000000 Penalty: 2913.198730
	Iteration 26Q: 3 clusters Score -1946199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1946203.875000 Penalty: 2913.198730
	Iteration 27Q: 3 clusters Score -1946204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1946204.375000 Penalty: 2913.198730
	Iteration 28Q: 3 clusters Score -1946204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1946209.625000 Penalty: 2913.198730
	Iteration 29Q: 3 clusters Score -1946210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1946218.750000 Penalty: 2913.198730
	Iteration 30Q: 3 clusters Score -1946219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1946221.875000 Penalty: 2913.198730
	Iteration 31Q: 3 clusters Score -1946222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1946228.875000 Penalty: 2913.198730
	Iteration 32Q: 3 clusters Score -1946229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1946234.250000 Penalty: 2913.198730
	Iteration 33Q: 3 clusters Score -1946234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1946238.750000 Penalty: 2913.198730
	Iteration 34Q: 3 clusters Score -1946239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1946239.750000 Penalty: 2913.198730
	Iteration 35Q: 3 clusters Score -1946240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1946245.500000 Penalty: 2913.198730
	Iteration 36Q: 3 clusters Score -1946246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1946258.375000 Penalty: 2913.198730
	Iteration 37Q: 3 clusters Score -1946258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1946266.000000 Penalty: 2913.198730
	Iteration 38Q: 3 clusters Score -1946266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1946274.250000 Penalty: 2913.198730
	Iteration 39Q: 3 clusters Score -1946274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1946283.250000 Penalty: 2913.198730
	Iteration 40F: 3 clusters Score -1946283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1946287.125000 Penalty: 2913.198730
	Iteration 41Q: 3 clusters Score -1946287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1946290.125000 Penalty: 2913.198730
	Iteration 42Q: 3 clusters Score -1946290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1946299.500000 Penalty: 2913.198730
	Iteration 43Q: 3 clusters Score -1946300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1946302.000000 Penalty: 2913.198730
	Iteration 44Q: 3 clusters Score -1946302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1946303.375000 Penalty: 2913.198730
	Iteration 45Q: 3 clusters Score -1946303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1946303.875000 Penalty: 2913.198730
	Iteration 46Q: 3 clusters Score -1946304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1946313.875000 Penalty: 2913.198730
	Iteration 47Q: 3 clusters Score -1946314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1946319.000000 Penalty: 2913.198730
	Iteration 48Q: 3 clusters Score -1946319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1946324.375000 Penalty: 2913.198730
	Iteration 49Q: 3 clusters Score -1946324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1946328.875000 Penalty: 2913.198730
	Iteration 50Q: 3 clusters Score -1946329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1946336.875000 Penalty: 2913.198730
	Iteration 51Q: 3 clusters Score -1946337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1946342.375000 Penalty: 2913.198730
	Iteration 52Q: 3 clusters Score -1946342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1946349.250000 Penalty: 2913.198730
	Iteration 53Q: 3 clusters Score -1946349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1946363.250000 Penalty: 2913.198730
	Iteration 54Q: 3 clusters Score -1946363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1946363.250000 Penalty: 2913.198730
	Iteration 55Q: 3 clusters Score -1946363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1946378.375000 Penalty: 2913.198730
	Iteration 56Q: 3 clusters Score -1946378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1946387.375000 Penalty: 2913.198730
	Iteration 57Q: 3 clusters Score -1946387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1946395.375000 Penalty: 2913.198730
	Iteration 58Q: 3 clusters Score -1946395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1946406.375000 Penalty: 2913.198730
	Iteration 59Q: 3 clusters Score -1946406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1946414.125000 Penalty: 2913.198730
	Iteration 60F: 3 clusters Score -1946414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1946421.125000 Penalty: 2913.198730
	Iteration 61Q: 3 clusters Score -1946421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1946430.250000 Penalty: 2913.198730
	Iteration 62Q: 3 clusters Score -1946430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1946437.875000 Penalty: 2913.198730
	Iteration 63Q: 3 clusters Score -1946438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1946452.375000 Penalty: 2913.198730
	Iteration 64Q: 3 clusters Score -1946452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1946465.750000 Penalty: 2913.198730
	Iteration 65Q: 3 clusters Score -1946466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1946478.625000 Penalty: 2913.198730
	Iteration 66Q: 3 clusters Score -1946479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1946488.500000 Penalty: 2913.198730
	Iteration 67Q: 3 clusters Score -1946488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1946501.500000 Penalty: 2913.198730
	Iteration 68Q: 3 clusters Score -1946502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1946515.250000 Penalty: 2913.198730
	Iteration 69Q: 3 clusters Score -1946515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1946523.000000 Penalty: 2913.198730
	Iteration 70Q: 3 clusters Score -1946523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1946531.750000 Penalty: 2913.198730
	Iteration 71Q: 3 clusters Score -1946532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1946544.375000 Penalty: 2913.198730
	Iteration 72Q: 3 clusters Score -1946544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1946556.375000 Penalty: 2913.198730
	Iteration 73Q: 3 clusters Score -1946556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1946568.750000 Penalty: 2913.198730
	Iteration 74Q: 3 clusters Score -1946569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1946589.875000 Penalty: 2913.198730
	Iteration 75Q: 3 clusters Score -1946590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1946607.875000 Penalty: 2913.198730
	Iteration 76Q: 3 clusters Score -1946608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1946633.625000 Penalty: 2913.198730
	Iteration 77Q: 3 clusters Score -1946634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1946656.625000 Penalty: 2913.198730
	Iteration 78Q: 3 clusters Score -1946657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1946681.500000 Penalty: 2913.198730
	Iteration 79Q: 3 clusters Score -1946682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1946702.000000 Penalty: 2913.198730
	Iteration 80F: 3 clusters Score -1946702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1946729.500000 Penalty: 2913.198730
	Iteration 81Q: 3 clusters Score -1946730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1946757.375000 Penalty: 2913.198730
	Iteration 82Q: 3 clusters Score -1946757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1946781.000000 Penalty: 2913.198730
	Iteration 83Q: 3 clusters Score -1946781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1946792.625000 Penalty: 2913.198730
	Iteration 84Q: 3 clusters Score -1946793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1946816.625000 Penalty: 2913.198730
	Iteration 85Q: 3 clusters Score -1946817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1946832.750000 Penalty: 2913.198730
	Iteration 86Q: 3 clusters Score -1946833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1946846.375000 Penalty: 2913.198730
	Iteration 87Q: 3 clusters Score -1946846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1946865.125000 Penalty: 2913.198730
	Iteration 88Q: 3 clusters Score -1946865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1946882.750000 Penalty: 2913.198730
	Iteration 89Q: 3 clusters Score -1946883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1946908.500000 Penalty: 2913.198730
	Iteration 90Q: 3 clusters Score -1946908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1946913.000000 Penalty: 2913.198730
	Iteration 91Q: 3 clusters Score -1946913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1946931.875000 Penalty: 2913.198730
	Iteration 92Q: 3 clusters Score -1946932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1946938.250000 Penalty: 2913.198730
	Iteration 93Q: 3 clusters Score -1946938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1946953.125000 Penalty: 2913.198730
	Iteration 94Q: 3 clusters Score -1946953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1946961.875000 Penalty: 2913.198730
	Iteration 95Q: 3 clusters Score -1946962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1946970.500000 Penalty: 2913.198730
	Iteration 96Q: 3 clusters Score -1946970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1946970.250000 Penalty: 2913.198730
	Iteration 97Q: 3 clusters Score -1946970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1946970.125000 Penalty: 2913.198730
	Iteration 98Q: 3 clusters Score -1946970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1946974.750000 Penalty: 2913.198730
	Iteration 99Q: 3 clusters Score -1946975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1946975.000000 Penalty: 2913.198730
	Iteration 100F: 3 clusters Score -1946975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1946974.250000 Penalty: 2913.198730
	Iteration 101Q: 3 clusters Score -1946974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1946972.625000 Penalty: 2913.198730
	Iteration 102Q: 3 clusters Score -1946973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1946973.875000 Penalty: 2913.198730
	Iteration 103Q: 3 clusters Score -1946974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1946972.625000 Penalty: 2913.198730
	Iteration 104Q: 3 clusters Score -1946973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1946975.625000 Penalty: 2913.198730
	Iteration 105Q: 3 clusters Score -1946976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1946976.375000 Penalty: 2913.198730
	Iteration 106Q: 3 clusters Score -1946976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1946977.500000 Penalty: 2913.198730
	Iteration 107Q: 3 clusters Score -1946978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1946976.375000 Penalty: 2913.198730
	Iteration 108Q: 3 clusters Score -1946976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1946977.500000 Penalty: 2913.198730
	Iteration 109Q: 3 clusters Score -1946978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1946979.625000 Penalty: 2913.198730
	Iteration 110Q: 3 clusters Score -1946980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1946979.750000 Penalty: 2913.198730
	Iteration 111Q: 3 clusters Score -1946980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1946980.000000 Penalty: 2913.198730
	Iteration 112Q: 3 clusters Score -1946980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1946979.750000 Penalty: 2913.198730
	Iteration 113Q: 3 clusters Score -1946980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1946979.750000 Penalty: 2913.198730
	Iteration 114F: 3 clusters Score -1946980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (104553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Entering Unmasked Estep 
Score: -12085649.000000 Penalty: 1719.748535
	Iteration 0F: 2 clusters Score -1.208565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -12020457.000000 Penalty: 3439.497070
	Iteration 0F: 3 clusters Score -1.202046e+07 nChanged 49549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -12049503.000000 Penalty: 3439.497070
	Iteration 1F: 3 clusters Score -1.20495e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -12050914.000000 Penalty: 3439.497070
	Iteration 2Q: 3 clusters Score -1.205091e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -12053165.000000 Penalty: 3439.497070
	Iteration 3Q: 3 clusters Score -1.205316e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -12056904.000000 Penalty: 3439.497070
	Iteration 4F: 3 clusters Score -1.20569e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -12063510.000000 Penalty: 3439.497070
	Iteration 5F: 3 clusters Score -1.206351e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -12073965.000000 Penalty: 3439.497070
	Iteration 6F: 3 clusters Score -1.207396e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -12086006.000000 Penalty: 3439.497070
	Iteration 7F: 3 clusters Score -1.208601e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -12092675.000000 Penalty: 3439.497070
	Iteration 8F: 3 clusters Score -1.209268e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -12094551.000000 Penalty: 3439.497070
	Iteration 9Q: 3 clusters Score -1.209455e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -12095568.000000 Penalty: 3439.497070
	Iteration 10Q: 3 clusters Score -1.209557e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -12096192.000000 Penalty: 3439.497070
	Iteration 11Q: 3 clusters Score -1.209619e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -12096653.000000 Penalty: 3439.497070
	Iteration 12Q: 3 clusters Score -1.209665e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -12096981.000000 Penalty: 3439.497070
	Iteration 13Q: 3 clusters Score -1.209698e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -12097139.000000 Penalty: 3439.497070
	Iteration 14Q: 3 clusters Score -1.209714e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -12097175.000000 Penalty: 3439.497070
	Iteration 15Q: 3 clusters Score -1.209718e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -12097192.000000 Penalty: 3439.497070
	Iteration 16Q: 3 clusters Score -1.209719e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -12097193.000000 Penalty: 3439.497070
	Iteration 17Q: 3 clusters Score -1.209719e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -12097172.000000 Penalty: 3439.497070
	Iteration 18Q: 3 clusters Score -1.209717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -12097172.000000 Penalty: 3439.497070
	Iteration 19Q: 3 clusters Score -1.209717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -12097191.000000 Penalty: 3439.497070
	Iteration 20F: 3 clusters Score -1.209719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -12097186.000000 Penalty: 3439.497070
	Iteration 21Q: 3 clusters Score -1.209719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -12097159.000000 Penalty: 3439.497070
	Iteration 22Q: 3 clusters Score -1.209716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -12097172.000000 Penalty: 3439.497070
	Iteration 23Q: 3 clusters Score -1.209717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -12097166.000000 Penalty: 3439.497070
	Iteration 24Q: 3 clusters Score -1.209717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -12097164.000000 Penalty: 3439.497070
	Iteration 25Q: 3 clusters Score -1.209716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -12097165.000000 Penalty: 3439.497070
	Iteration 26Q: 3 clusters Score -1.209716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -12097166.000000 Penalty: 3439.497070
	Iteration 27Q: 3 clusters Score -1.209717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -12097166.000000 Penalty: 3439.497070
	Iteration 28F: 3 clusters Score -1.209717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 76070 members 
Entering Unmasked Estep 
Score: -110745896.000000 Penalty: 59633.023438
Splitting cluster 15 changes total score from -110624232.000000 to -110745896.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (20287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Entering Unmasked Estep 
Score: -2244605.750000 Penalty: 1475.759033
	Iteration 0F: 2 clusters Score -2244606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2231347.250000 Penalty: 2951.518066
	Iteration 0F: 3 clusters Score -2231347 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2236518.500000 Penalty: 2951.518066
	Iteration 1F: 3 clusters Score -2236518 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2237369.500000 Penalty: 2951.518066
	Iteration 2F: 3 clusters Score -2237370 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2238376.750000 Penalty: 2951.518066
	Iteration 3F: 3 clusters Score -2238377 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2239569.250000 Penalty: 2951.518066
	Iteration 4F: 3 clusters Score -2239569 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2241024.750000 Penalty: 2951.518066
	Iteration 5F: 3 clusters Score -2241025 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2242553.250000 Penalty: 2951.518066
	Iteration 6F: 3 clusters Score -2242553 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2243845.750000 Penalty: 2951.518066
	Iteration 7F: 3 clusters Score -2243846 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2244624.500000 Penalty: 2951.518066
	Iteration 8Q: 3 clusters Score -2244624 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2244986.750000 Penalty: 2951.518066
	Iteration 9Q: 3 clusters Score -2244987 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2245134.250000 Penalty: 2951.518066
	Iteration 10Q: 3 clusters Score -2245134 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2245221.250000 Penalty: 2951.518066
	Iteration 11Q: 3 clusters Score -2245221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2245272.000000 Penalty: 2951.518066
	Iteration 12Q: 3 clusters Score -2245272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2245315.500000 Penalty: 2951.518066
	Iteration 13Q: 3 clusters Score -2245316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2245356.000000 Penalty: 2951.518066
	Iteration 14Q: 3 clusters Score -2245356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2245387.250000 Penalty: 2951.518066
	Iteration 15Q: 3 clusters Score -2245387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2245407.500000 Penalty: 2951.518066
	Iteration 16Q: 3 clusters Score -2245408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2245435.750000 Penalty: 2951.518066
	Iteration 17Q: 3 clusters Score -2245436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2245456.500000 Penalty: 2951.518066
	Iteration 18Q: 3 clusters Score -2245456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2245477.750000 Penalty: 2951.518066
	Iteration 19Q: 3 clusters Score -2245478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2245496.750000 Penalty: 2951.518066
	Iteration 20F: 3 clusters Score -2245497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2245522.500000 Penalty: 2951.518066
	Iteration 21Q: 3 clusters Score -2245522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2245541.500000 Penalty: 2951.518066
	Iteration 22Q: 3 clusters Score -2245542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2245558.000000 Penalty: 2951.518066
	Iteration 23Q: 3 clusters Score -2245558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2245575.250000 Penalty: 2951.518066
	Iteration 24Q: 3 clusters Score -2245575 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2245599.250000 Penalty: 2951.518066
	Iteration 25Q: 3 clusters Score -2245599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2245623.750000 Penalty: 2951.518066
	Iteration 26Q: 3 clusters Score -2245624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2245641.250000 Penalty: 2951.518066
	Iteration 27Q: 3 clusters Score -2245641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2245662.000000 Penalty: 2951.518066
	Iteration 28Q: 3 clusters Score -2245662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2245684.250000 Penalty: 2951.518066
	Iteration 29Q: 3 clusters Score -2245684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2245715.750000 Penalty: 2951.518066
	Iteration 30Q: 3 clusters Score -2245716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2245728.250000 Penalty: 2951.518066
	Iteration 31Q: 3 clusters Score -2245728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2245745.250000 Penalty: 2951.518066
	Iteration 32Q: 3 clusters Score -2245745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2245772.750000 Penalty: 2951.518066
	Iteration 33Q: 3 clusters Score -2245773 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2245793.750000 Penalty: 2951.518066
	Iteration 34Q: 3 clusters Score -2245794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2245841.000000 Penalty: 2951.518066
	Iteration 35Q: 3 clusters Score -2245841 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2245884.500000 Penalty: 2951.518066
	Iteration 36Q: 3 clusters Score -2245884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2245942.000000 Penalty: 2951.518066
	Iteration 37Q: 3 clusters Score -2245942 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2246006.000000 Penalty: 2951.518066
	Iteration 38Q: 3 clusters Score -2246006 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2246102.750000 Penalty: 2951.518066
	Iteration 39Q: 3 clusters Score -2246103 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2246219.500000 Penalty: 2951.518066
	Iteration 40F: 3 clusters Score -2246220 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2246340.500000 Penalty: 2951.518066
	Iteration 41Q: 3 clusters Score -2246340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2246478.000000 Penalty: 2951.518066
	Iteration 42Q: 3 clusters Score -2246478 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2246602.000000 Penalty: 2951.518066
	Iteration 43Q: 3 clusters Score -2246602 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2246714.500000 Penalty: 2951.518066
	Iteration 44Q: 3 clusters Score -2246714 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2246806.500000 Penalty: 2951.518066
	Iteration 45Q: 3 clusters Score -2246806 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2246874.750000 Penalty: 2951.518066
	Iteration 46Q: 3 clusters Score -2246875 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2246936.750000 Penalty: 2951.518066
	Iteration 47Q: 3 clusters Score -2246937 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2246989.500000 Penalty: 2951.518066
	Iteration 48Q: 3 clusters Score -2246990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2247006.750000 Penalty: 2951.518066
	Iteration 49Q: 3 clusters Score -2247007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2247028.250000 Penalty: 2951.518066
	Iteration 50Q: 3 clusters Score -2247028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2247041.500000 Penalty: 2951.518066
	Iteration 51Q: 3 clusters Score -2247042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2247046.250000 Penalty: 2951.518066
	Iteration 52Q: 3 clusters Score -2247046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2247049.750000 Penalty: 2951.518066
	Iteration 53Q: 3 clusters Score -2247050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2247064.250000 Penalty: 2951.518066
	Iteration 54Q: 3 clusters Score -2247064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2247067.500000 Penalty: 2951.518066
	Iteration 55Q: 3 clusters Score -2247068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2247071.000000 Penalty: 2951.518066
	Iteration 56Q: 3 clusters Score -2247071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2247070.250000 Penalty: 2951.518066
	Iteration 57Q: 3 clusters Score -2247070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2247068.250000 Penalty: 2951.518066
	Iteration 58Q: 3 clusters Score -2247068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2247070.000000 Penalty: 2951.518066
	Iteration 59Q: 3 clusters Score -2247070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2247074.250000 Penalty: 2951.518066
	Iteration 60F: 3 clusters Score -2247074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2247070.750000 Penalty: 2951.518066
	Iteration 61Q: 3 clusters Score -2247071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2247078.500000 Penalty: 2951.518066
	Iteration 62Q: 3 clusters Score -2247078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2247075.250000 Penalty: 2951.518066
	Iteration 63Q: 3 clusters Score -2247075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2247083.000000 Penalty: 2951.518066
	Iteration 64Q: 3 clusters Score -2247083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2247085.500000 Penalty: 2951.518066
	Iteration 65Q: 3 clusters Score -2247086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2247081.500000 Penalty: 2951.518066
	Iteration 66Q: 3 clusters Score -2247082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2247078.250000 Penalty: 2951.518066
	Iteration 67Q: 3 clusters Score -2247078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2247080.500000 Penalty: 2951.518066
	Iteration 68Q: 3 clusters Score -2247080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2247084.750000 Penalty: 2951.518066
	Iteration 69Q: 3 clusters Score -2247085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2247084.500000 Penalty: 2951.518066
	Iteration 70Q: 3 clusters Score -2247084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2247087.750000 Penalty: 2951.518066
	Iteration 71Q: 3 clusters Score -2247088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2247087.250000 Penalty: 2951.518066
	Iteration 72Q: 3 clusters Score -2247087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2247087.000000 Penalty: 2951.518066
	Iteration 73Q: 3 clusters Score -2247087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2247085.750000 Penalty: 2951.518066
	Iteration 74Q: 3 clusters Score -2247086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2247083.250000 Penalty: 2951.518066
	Iteration 75Q: 3 clusters Score -2247083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2247079.500000 Penalty: 2951.518066
	Iteration 76Q: 3 clusters Score -2247080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2247079.500000 Penalty: 2951.518066
	Iteration 77F: 3 clusters Score -2247080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 76070 members 
Mstep: Class 30 contains 7923 members 
Entering Unmasked Estep 
Score: -110747680.000000 Penalty: 61689.332031
Splitting cluster 16 changes total score from -110624232.000000 to -110747680.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (34651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Entering Unmasked Estep 
Score: -3750982.250000 Penalty: 1555.418701
	Iteration 0F: 2 clusters Score -3750982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3728670.750000 Penalty: 3110.837402
	Iteration 0F: 3 clusters Score -3728671 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3738983.750000 Penalty: 3110.837402
	Iteration 1F: 3 clusters Score -3738984 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3742137.000000 Penalty: 3110.837402
	Iteration 2F: 3 clusters Score -3742137 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3745924.750000 Penalty: 3110.837402
	Iteration 3F: 3 clusters Score -3745925 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3748984.750000 Penalty: 3110.837402
	Iteration 4F: 3 clusters Score -3748985 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3750978.750000 Penalty: 3110.837402
	Iteration 5F: 3 clusters Score -3750979 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3752525.250000 Penalty: 3110.837402
	Iteration 6Q: 3 clusters Score -3752525 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3753730.000000 Penalty: 3110.837402
	Iteration 7Q: 3 clusters Score -3753730 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3754387.250000 Penalty: 3110.837402
	Iteration 8Q: 3 clusters Score -3754387 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3754650.250000 Penalty: 3110.837402
	Iteration 9Q: 3 clusters Score -3754650 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3754779.750000 Penalty: 3110.837402
	Iteration 10Q: 3 clusters Score -3754780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3754813.500000 Penalty: 3110.837402
	Iteration 11Q: 3 clusters Score -3754814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3754845.000000 Penalty: 3110.837402
	Iteration 12Q: 3 clusters Score -3754845 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3754850.250000 Penalty: 3110.837402
	Iteration 13Q: 3 clusters Score -3754850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3754867.250000 Penalty: 3110.837402
	Iteration 14Q: 3 clusters Score -3754867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3754871.500000 Penalty: 3110.837402
	Iteration 15Q: 3 clusters Score -3754872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3754876.500000 Penalty: 3110.837402
	Iteration 16Q: 3 clusters Score -3754876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3754875.750000 Penalty: 3110.837402
	Iteration 17Q: 3 clusters Score -3754876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3754881.000000 Penalty: 3110.837402
	Iteration 18Q: 3 clusters Score -3754881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3754877.750000 Penalty: 3110.837402
	Iteration 19Q: 3 clusters Score -3754878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3754882.750000 Penalty: 3110.837402
	Iteration 20F: 3 clusters Score -3754883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3754874.250000 Penalty: 3110.837402
	Iteration 21Q: 3 clusters Score -3754874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3754874.250000 Penalty: 3110.837402
	Iteration 22Q: 3 clusters Score -3754874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3754874.000000 Penalty: 3110.837402
	Iteration 23Q: 3 clusters Score -3754874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3754875.000000 Penalty: 3110.837402
	Iteration 24Q: 3 clusters Score -3754875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3754868.500000 Penalty: 3110.837402
	Iteration 25Q: 3 clusters Score -3754868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3754869.000000 Penalty: 3110.837402
	Iteration 26Q: 3 clusters Score -3754869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3754864.250000 Penalty: 3110.837402
	Iteration 27Q: 3 clusters Score -3754864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3754869.000000 Penalty: 3110.837402
	Iteration 28Q: 3 clusters Score -3754869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3754870.250000 Penalty: 3110.837402
	Iteration 29Q: 3 clusters Score -3754870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3754867.500000 Penalty: 3110.837402
	Iteration 30Q: 3 clusters Score -3754868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3754868.000000 Penalty: 3110.837402
	Iteration 31Q: 3 clusters Score -3754868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3754869.000000 Penalty: 3110.837402
	Iteration 32Q: 3 clusters Score -3754869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3754869.000000 Penalty: 3110.837402
	Iteration 33F: 3 clusters Score -3754869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 189990 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 76070 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 15966 members 
Entering Unmasked Estep 
Score: -110750744.000000 Penalty: 63745.648438
Splitting cluster 17 changes total score from -110624232.000000 to -110750744.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (189990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Entering Unmasked Estep 
Score: -21873158.000000 Penalty: 1808.623413
	Iteration 0F: 2 clusters Score -2.187316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -21778812.000000 Penalty: 3617.246826
	Iteration 0F: 3 clusters Score -2.177881e+07 nChanged 91165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -21833452.000000 Penalty: 3617.246826
	Iteration 1F: 3 clusters Score -2.183345e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -21836128.000000 Penalty: 3617.246826
	Iteration 2Q: 3 clusters Score -2.183613e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -21839594.000000 Penalty: 3617.246826
	Iteration 3Q: 3 clusters Score -2.183959e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -21844368.000000 Penalty: 3617.246826
	Iteration 4F: 3 clusters Score -2.184437e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -21850536.000000 Penalty: 3617.246826
	Iteration 5F: 3 clusters Score -2.185054e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -21856064.000000 Penalty: 3617.246826
	Iteration 6F: 3 clusters Score -2.185606e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -21861448.000000 Penalty: 3617.246826
	Iteration 7F: 3 clusters Score -2.186145e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -21865878.000000 Penalty: 3617.246826
	Iteration 8F: 3 clusters Score -2.186588e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -21869994.000000 Penalty: 3617.246826
	Iteration 9Q: 3 clusters Score -2.186999e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -21873506.000000 Penalty: 3617.246826
	Iteration 10Q: 3 clusters Score -2.187351e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -21876166.000000 Penalty: 3617.246826
	Iteration 11Q: 3 clusters Score -2.187617e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -21877562.000000 Penalty: 3617.246826
	Iteration 12Q: 3 clusters Score -2.187756e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -21878638.000000 Penalty: 3617.246826
	Iteration 13Q: 3 clusters Score -2.187864e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -21879384.000000 Penalty: 3617.246826
	Iteration 14Q: 3 clusters Score -2.187938e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -21880142.000000 Penalty: 3617.246826
	Iteration 15Q: 3 clusters Score -2.188014e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -21881000.000000 Penalty: 3617.246826
	Iteration 16Q: 3 clusters Score -2.1881e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -21882306.000000 Penalty: 3617.246826
	Iteration 17Q: 3 clusters Score -2.188231e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -21883896.000000 Penalty: 3617.246826
	Iteration 18Q: 3 clusters Score -2.18839e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -21885848.000000 Penalty: 3617.246826
	Iteration 19Q: 3 clusters Score -2.188585e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -21888480.000000 Penalty: 3617.246826
	Iteration 20F: 3 clusters Score -2.188848e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -21891528.000000 Penalty: 3617.246826
	Iteration 21Q: 3 clusters Score -2.189153e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -21893986.000000 Penalty: 3617.246826
	Iteration 22Q: 3 clusters Score -2.189399e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -21895692.000000 Penalty: 3617.246826
	Iteration 23Q: 3 clusters Score -2.189569e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -21896742.000000 Penalty: 3617.246826
	Iteration 24Q: 3 clusters Score -2.189674e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -21897512.000000 Penalty: 3617.246826
	Iteration 25Q: 3 clusters Score -2.189751e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -21897986.000000 Penalty: 3617.246826
	Iteration 26Q: 3 clusters Score -2.189799e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -21898366.000000 Penalty: 3617.246826
	Iteration 27Q: 3 clusters Score -2.189837e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -21898722.000000 Penalty: 3617.246826
	Iteration 28Q: 3 clusters Score -2.189872e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -21898918.000000 Penalty: 3617.246826
	Iteration 29Q: 3 clusters Score -2.189892e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -21899110.000000 Penalty: 3617.246826
	Iteration 30Q: 3 clusters Score -2.189911e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -21899450.000000 Penalty: 3617.246826
	Iteration 31Q: 3 clusters Score -2.189945e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -21899902.000000 Penalty: 3617.246826
	Iteration 32Q: 3 clusters Score -2.18999e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -21900318.000000 Penalty: 3617.246826
	Iteration 33Q: 3 clusters Score -2.190032e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -21900918.000000 Penalty: 3617.246826
	Iteration 34Q: 3 clusters Score -2.190092e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -21901842.000000 Penalty: 3617.246826
	Iteration 35Q: 3 clusters Score -2.190184e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -21903286.000000 Penalty: 3617.246826
	Iteration 36Q: 3 clusters Score -2.190329e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -21905188.000000 Penalty: 3617.246826
	Iteration 37Q: 3 clusters Score -2.190519e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -21907686.000000 Penalty: 3617.246826
	Iteration 38Q: 3 clusters Score -2.190769e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -21910902.000000 Penalty: 3617.246826
	Iteration 39Q: 3 clusters Score -2.19109e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 115971 members 
Entering Unmasked Estep 
Score: -21914432.000000 Penalty: 3617.246826
	Iteration 40F: 3 clusters Score -2.191443e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -21916848.000000 Penalty: 3617.246826
	Iteration 41Q: 3 clusters Score -2.191685e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -21917956.000000 Penalty: 3617.246826
	Iteration 42Q: 3 clusters Score -2.191796e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -21918310.000000 Penalty: 3617.246826
	Iteration 43Q: 3 clusters Score -2.191831e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -21918514.000000 Penalty: 3617.246826
	Iteration 44Q: 3 clusters Score -2.191851e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -21918546.000000 Penalty: 3617.246826
	Iteration 45Q: 3 clusters Score -2.191855e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 120017 members 
Entering Unmasked Estep 
Score: -21918564.000000 Penalty: 3617.246826
	Iteration 46Q: 3 clusters Score -2.191856e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -21918592.000000 Penalty: 3617.246826
	Iteration 47Q: 3 clusters Score -2.191859e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 120122 members 
Entering Unmasked Estep 
Score: -21918626.000000 Penalty: 3617.246826
	Iteration 48Q: 3 clusters Score -2.191863e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 120132 members 
Entering Unmasked Estep 
Score: -21918602.000000 Penalty: 3617.246826
	Iteration 49Q: 3 clusters Score -2.19186e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -21918654.000000 Penalty: 3617.246826
	Iteration 50Q: 3 clusters Score -2.191865e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -21918624.000000 Penalty: 3617.246826
	Iteration 51Q: 3 clusters Score -2.191862e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -21918624.000000 Penalty: 3617.246826
	Iteration 52Q: 3 clusters Score -2.191862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -21918632.000000 Penalty: 3617.246826
	Iteration 53Q: 3 clusters Score -2.191863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -21918624.000000 Penalty: 3617.246826
	Iteration 54Q: 3 clusters Score -2.191862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 120171 members 
Entering Unmasked Estep 
Score: -21918630.000000 Penalty: 3617.246826
	Iteration 55Q: 3 clusters Score -2.191863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -21918624.000000 Penalty: 3617.246826
	Iteration 56Q: 3 clusters Score -2.191862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -21918618.000000 Penalty: 3617.246826
	Iteration 57Q: 3 clusters Score -2.191862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -21918616.000000 Penalty: 3617.246826
	Iteration 58Q: 3 clusters Score -2.191862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -21918616.000000 Penalty: 3617.246826
	Iteration 59Q: 3 clusters Score -2.191862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -21918616.000000 Penalty: 3617.246826
	Iteration 60F: 3 clusters Score -2.191862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 120176 members 
Entering Unmasked Estep 
Score: -21918600.000000 Penalty: 3617.246826
	Iteration 61Q: 3 clusters Score -2.19186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -21918596.000000 Penalty: 3617.246826
	Iteration 62Q: 3 clusters Score -2.19186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 120180 members 
Entering Unmasked Estep 
Score: -21918582.000000 Penalty: 3617.246826
	Iteration 63Q: 3 clusters Score -2.191858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -21918598.000000 Penalty: 3617.246826
	Iteration 64Q: 3 clusters Score -2.19186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -21918598.000000 Penalty: 3617.246826
	Iteration 65F: 3 clusters Score -2.19186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 69808 members 
Mstep: Class 19 contains 65241 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 76070 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 15966 members 
Mstep: Class 32 contains 120182 members 
Entering Unmasked Estep 
Score: -110797376.000000 Penalty: 65801.953125
Splitting cluster 18 changes total score from -110624232.000000 to -110797376.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (65241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Entering Unmasked Estep 
Score: -7194171.500000 Penalty: 1649.573486
	Iteration 0F: 2 clusters Score -7194172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -7151633.500000 Penalty: 3299.146973
	Iteration 0F: 3 clusters Score -7151634 nChanged 30612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7169430.500000 Penalty: 3299.146973
	Iteration 1F: 3 clusters Score -7169430 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -7171049.500000 Penalty: 3299.146973
	Iteration 2F: 3 clusters Score -7171050 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -7173833.000000 Penalty: 3299.146973
	Iteration 3F: 3 clusters Score -7173833 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -7177948.500000 Penalty: 3299.146973
	Iteration 4F: 3 clusters Score -7177948 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -7182432.000000 Penalty: 3299.146973
	Iteration 5F: 3 clusters Score -7182432 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -7185887.500000 Penalty: 3299.146973
	Iteration 6F: 3 clusters Score -7185888 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -7187834.000000 Penalty: 3299.146973
	Iteration 7F: 3 clusters Score -7187834 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7188824.000000 Penalty: 3299.146973
	Iteration 8Q: 3 clusters Score -7188824 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -7189316.000000 Penalty: 3299.146973
	Iteration 9Q: 3 clusters Score -7189316 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -7189629.500000 Penalty: 3299.146973
	Iteration 10Q: 3 clusters Score -7189630 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7189823.000000 Penalty: 3299.146973
	Iteration 11Q: 3 clusters Score -7189823 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -7190041.000000 Penalty: 3299.146973
	Iteration 12Q: 3 clusters Score -7190041 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -7190092.500000 Penalty: 3299.146973
	Iteration 13Q: 3 clusters Score -7190092 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7190165.000000 Penalty: 3299.146973
	Iteration 14Q: 3 clusters Score -7190165 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -7190216.000000 Penalty: 3299.146973
	Iteration 15Q: 3 clusters Score -7190216 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -7190285.000000 Penalty: 3299.146973
	Iteration 16Q: 3 clusters Score -7190285 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7190363.500000 Penalty: 3299.146973
	Iteration 17Q: 3 clusters Score -7190364 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -7190424.500000 Penalty: 3299.146973
	Iteration 18Q: 3 clusters Score -7190424 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7190458.000000 Penalty: 3299.146973
	Iteration 19Q: 3 clusters Score -7190458 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -7190481.000000 Penalty: 3299.146973
	Iteration 20F: 3 clusters Score -7190481 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -7190477.000000 Penalty: 3299.146973
	Iteration 21Q: 3 clusters Score -7190477 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -7190507.500000 Penalty: 3299.146973
	Iteration 22Q: 3 clusters Score -7190508 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -7190533.500000 Penalty: 3299.146973
	Iteration 23Q: 3 clusters Score -7190534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7190551.500000 Penalty: 3299.146973
	Iteration 24Q: 3 clusters Score -7190552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7190581.500000 Penalty: 3299.146973
	Iteration 25Q: 3 clusters Score -7190582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -7190576.000000 Penalty: 3299.146973
	Iteration 26Q: 3 clusters Score -7190576 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -7190587.500000 Penalty: 3299.146973
	Iteration 27Q: 3 clusters Score -7190588 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -7190575.500000 Penalty: 3299.146973
	Iteration 28Q: 3 clusters Score -7190576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7190604.000000 Penalty: 3299.146973
	Iteration 29Q: 3 clusters Score -7190604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -7190613.000000 Penalty: 3299.146973
	Iteration 30Q: 3 clusters Score -7190613 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -7190623.000000 Penalty: 3299.146973
	Iteration 31Q: 3 clusters Score -7190623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7190635.000000 Penalty: 3299.146973
	Iteration 32Q: 3 clusters Score -7190635 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7190665.000000 Penalty: 3299.146973
	Iteration 33Q: 3 clusters Score -7190665 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7190688.000000 Penalty: 3299.146973
	Iteration 34Q: 3 clusters Score -7190688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -7190683.000000 Penalty: 3299.146973
	Iteration 35Q: 3 clusters Score -7190683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -7190679.500000 Penalty: 3299.146973
	Iteration 36Q: 3 clusters Score -7190680 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -7190664.000000 Penalty: 3299.146973
	Iteration 37Q: 3 clusters Score -7190664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -7190650.000000 Penalty: 3299.146973
	Iteration 38Q: 3 clusters Score -7190650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -7190663.000000 Penalty: 3299.146973
	Iteration 39Q: 3 clusters Score -7190663 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -7190667.000000 Penalty: 3299.146973
	Iteration 40F: 3 clusters Score -7190667 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -7190671.000000 Penalty: 3299.146973
	Iteration 41Q: 3 clusters Score -7190671 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -7190666.500000 Penalty: 3299.146973
	Iteration 42Q: 3 clusters Score -7190666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -7190674.000000 Penalty: 3299.146973
	Iteration 43Q: 3 clusters Score -7190674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -7190682.500000 Penalty: 3299.146973
	Iteration 44Q: 3 clusters Score -7190682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -7190683.000000 Penalty: 3299.146973
	Iteration 45Q: 3 clusters Score -7190683 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -7190677.000000 Penalty: 3299.146973
	Iteration 46Q: 3 clusters Score -7190677 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7190695.500000 Penalty: 3299.146973
	Iteration 47Q: 3 clusters Score -7190696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -7190708.000000 Penalty: 3299.146973
	Iteration 48Q: 3 clusters Score -7190708 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -7190714.000000 Penalty: 3299.146973
	Iteration 49Q: 3 clusters Score -7190714 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7190737.500000 Penalty: 3299.146973
	Iteration 50Q: 3 clusters Score -7190738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -7190769.000000 Penalty: 3299.146973
	Iteration 51Q: 3 clusters Score -7190769 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -7190795.500000 Penalty: 3299.146973
	Iteration 52Q: 3 clusters Score -7190796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7190806.500000 Penalty: 3299.146973
	Iteration 53Q: 3 clusters Score -7190806 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -7190852.000000 Penalty: 3299.146973
	Iteration 54Q: 3 clusters Score -7190852 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -7190899.000000 Penalty: 3299.146973
	Iteration 55Q: 3 clusters Score -7190899 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -7190964.500000 Penalty: 3299.146973
	Iteration 56Q: 3 clusters Score -7190964 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -7191022.500000 Penalty: 3299.146973
	Iteration 57Q: 3 clusters Score -7191022 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -7191064.500000 Penalty: 3299.146973
	Iteration 58Q: 3 clusters Score -7191064 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -7191093.000000 Penalty: 3299.146973
	Iteration 59Q: 3 clusters Score -7191093 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -7191120.000000 Penalty: 3299.146973
	Iteration 60F: 3 clusters Score -7191120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -7191180.000000 Penalty: 3299.146973
	Iteration 61Q: 3 clusters Score -7191180 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7191236.500000 Penalty: 3299.146973
	Iteration 62Q: 3 clusters Score -7191236 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -7191268.500000 Penalty: 3299.146973
	Iteration 63Q: 3 clusters Score -7191268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -7191288.500000 Penalty: 3299.146973
	Iteration 64Q: 3 clusters Score -7191288 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -7191392.000000 Penalty: 3299.146973
	Iteration 65Q: 3 clusters Score -7191392 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -7191456.500000 Penalty: 3299.146973
	Iteration 66Q: 3 clusters Score -7191456 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -7191519.000000 Penalty: 3299.146973
	Iteration 67Q: 3 clusters Score -7191519 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7191635.500000 Penalty: 3299.146973
	Iteration 68Q: 3 clusters Score -7191636 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7191713.500000 Penalty: 3299.146973
	Iteration 69Q: 3 clusters Score -7191714 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -7191805.500000 Penalty: 3299.146973
	Iteration 70Q: 3 clusters Score -7191806 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7191952.500000 Penalty: 3299.146973
	Iteration 71Q: 3 clusters Score -7191952 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7192060.000000 Penalty: 3299.146973
	Iteration 72Q: 3 clusters Score -7192060 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7192200.000000 Penalty: 3299.146973
	Iteration 73Q: 3 clusters Score -7192200 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -7192350.500000 Penalty: 3299.146973
	Iteration 74Q: 3 clusters Score -7192350 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -7192494.500000 Penalty: 3299.146973
	Iteration 75Q: 3 clusters Score -7192494 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7192701.500000 Penalty: 3299.146973
	Iteration 76Q: 3 clusters Score -7192702 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -7192939.000000 Penalty: 3299.146973
	Iteration 77Q: 3 clusters Score -7192939 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -7193098.500000 Penalty: 3299.146973
	Iteration 78Q: 3 clusters Score -7193098 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -7193302.000000 Penalty: 3299.146973
	Iteration 79Q: 3 clusters Score -7193302 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -7193471.500000 Penalty: 3299.146973
	Iteration 80F: 3 clusters Score -7193472 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -7193665.500000 Penalty: 3299.146973
	Iteration 81Q: 3 clusters Score -7193666 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -7193834.500000 Penalty: 3299.146973
	Iteration 82Q: 3 clusters Score -7193834 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -7193986.500000 Penalty: 3299.146973
	Iteration 83Q: 3 clusters Score -7193986 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -7194107.000000 Penalty: 3299.146973
	Iteration 84Q: 3 clusters Score -7194107 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -7194223.000000 Penalty: 3299.146973
	Iteration 85Q: 3 clusters Score -7194223 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -7194339.500000 Penalty: 3299.146973
	Iteration 86Q: 3 clusters Score -7194340 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -7194490.000000 Penalty: 3299.146973
	Iteration 87Q: 3 clusters Score -7194490 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -7194561.500000 Penalty: 3299.146973
	Iteration 88Q: 3 clusters Score -7194562 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -7194634.000000 Penalty: 3299.146973
	Iteration 89Q: 3 clusters Score -7194634 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -7194720.500000 Penalty: 3299.146973
	Iteration 90Q: 3 clusters Score -7194720 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -7194775.000000 Penalty: 3299.146973
	Iteration 91Q: 3 clusters Score -7194775 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -7194831.000000 Penalty: 3299.146973
	Iteration 92Q: 3 clusters Score -7194831 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -7194905.000000 Penalty: 3299.146973
	Iteration 93Q: 3 clusters Score -7194905 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -7194939.000000 Penalty: 3299.146973
	Iteration 94Q: 3 clusters Score -7194939 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -7194976.000000 Penalty: 3299.146973
	Iteration 95Q: 3 clusters Score -7194976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7194985.500000 Penalty: 3299.146973
	Iteration 96Q: 3 clusters Score -7194986 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7194964.500000 Penalty: 3299.146973
	Iteration 97Q: 3 clusters Score -7194964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -7195004.500000 Penalty: 3299.146973
	Iteration 98Q: 3 clusters Score -7195004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7195023.000000 Penalty: 3299.146973
	Iteration 99Q: 3 clusters Score -7195023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -7195035.500000 Penalty: 3299.146973
	Iteration 100F: 3 clusters Score -7195036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -7195037.000000 Penalty: 3299.146973
	Iteration 101Q: 3 clusters Score -7195037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7195059.500000 Penalty: 3299.146973
	Iteration 102Q: 3 clusters Score -7195060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -7195085.000000 Penalty: 3299.146973
	Iteration 103Q: 3 clusters Score -7195085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -7195081.000000 Penalty: 3299.146973
	Iteration 104Q: 3 clusters Score -7195081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -7195083.000000 Penalty: 3299.146973
	Iteration 105Q: 3 clusters Score -7195083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -7195091.500000 Penalty: 3299.146973
	Iteration 106Q: 3 clusters Score -7195092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -7195108.000000 Penalty: 3299.146973
	Iteration 107Q: 3 clusters Score -7195108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7195109.000000 Penalty: 3299.146973
	Iteration 108Q: 3 clusters Score -7195109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7195127.500000 Penalty: 3299.146973
	Iteration 109Q: 3 clusters Score -7195128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -7195125.000000 Penalty: 3299.146973
	Iteration 110Q: 3 clusters Score -7195125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -7195137.500000 Penalty: 3299.146973
	Iteration 111Q: 3 clusters Score -7195138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -7195135.500000 Penalty: 3299.146973
	Iteration 112Q: 3 clusters Score -7195136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -7195156.500000 Penalty: 3299.146973
	Iteration 113Q: 3 clusters Score -7195156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -7195159.000000 Penalty: 3299.146973
	Iteration 114Q: 3 clusters Score -7195159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -7195171.500000 Penalty: 3299.146973
	Iteration 115Q: 3 clusters Score -7195172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -7195174.500000 Penalty: 3299.146973
	Iteration 116Q: 3 clusters Score -7195174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7195194.000000 Penalty: 3299.146973
	Iteration 117Q: 3 clusters Score -7195194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -7195192.000000 Penalty: 3299.146973
	Iteration 118Q: 3 clusters Score -7195192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -7195198.000000 Penalty: 3299.146973
	Iteration 119Q: 3 clusters Score -7195198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -7195191.500000 Penalty: 3299.146973
	Iteration 120F: 3 clusters Score -7195192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -7195181.000000 Penalty: 3299.146973
	Iteration 121Q: 3 clusters Score -7195181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -7195208.500000 Penalty: 3299.146973
	Iteration 122Q: 3 clusters Score -7195208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -7195192.500000 Penalty: 3299.146973
	Iteration 123Q: 3 clusters Score -7195192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -7195194.500000 Penalty: 3299.146973
	Iteration 124Q: 3 clusters Score -7195194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -7195201.000000 Penalty: 3299.146973
	Iteration 125Q: 3 clusters Score -7195201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -7195196.500000 Penalty: 3299.146973
	Iteration 126Q: 3 clusters Score -7195196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -7195211.500000 Penalty: 3299.146973
	Iteration 127Q: 3 clusters Score -7195212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -7195223.500000 Penalty: 3299.146973
	Iteration 128Q: 3 clusters Score -7195224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -7195220.000000 Penalty: 3299.146973
	Iteration 129Q: 3 clusters Score -7195220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -7195214.500000 Penalty: 3299.146973
	Iteration 130Q: 3 clusters Score -7195214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -7195226.000000 Penalty: 3299.146973
	Iteration 131Q: 3 clusters Score -7195226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -7195224.000000 Penalty: 3299.146973
	Iteration 132Q: 3 clusters Score -7195224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -7195218.000000 Penalty: 3299.146973
	Iteration 133Q: 3 clusters Score -7195218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7195212.000000 Penalty: 3299.146973
	Iteration 134Q: 3 clusters Score -7195212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7195210.500000 Penalty: 3299.146973
	Iteration 135Q: 3 clusters Score -7195210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -7195215.000000 Penalty: 3299.146973
	Iteration 136Q: 3 clusters Score -7195215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -7195212.000000 Penalty: 3299.146973
	Iteration 137Q: 3 clusters Score -7195212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7195210.000000 Penalty: 3299.146973
	Iteration 138Q: 3 clusters Score -7195210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -7195210.500000 Penalty: 3299.146973
	Iteration 139Q: 3 clusters Score -7195210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -7195220.000000 Penalty: 3299.146973
	Iteration 140F: 3 clusters Score -7195220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -7195217.000000 Penalty: 3299.146973
	Iteration 141Q: 3 clusters Score -7195217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7195222.500000 Penalty: 3299.146973
	Iteration 142Q: 3 clusters Score -7195222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -7195227.000000 Penalty: 3299.146973
	Iteration 143Q: 3 clusters Score -7195227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7195227.000000 Penalty: 3299.146973
	Iteration 144Q: 3 clusters Score -7195227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -7195223.000000 Penalty: 3299.146973
	Iteration 145Q: 3 clusters Score -7195223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -7195227.500000 Penalty: 3299.146973
	Iteration 146Q: 3 clusters Score -7195228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -7195208.000000 Penalty: 3299.146973
	Iteration 147Q: 3 clusters Score -7195208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -7195202.500000 Penalty: 3299.146973
	Iteration 148Q: 3 clusters Score -7195202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -7195208.000000 Penalty: 3299.146973
	Iteration 149Q: 3 clusters Score -7195208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -7195204.500000 Penalty: 3299.146973
	Iteration 150Q: 3 clusters Score -7195204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7195203.000000 Penalty: 3299.146973
	Iteration 151Q: 3 clusters Score -7195203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -7195211.500000 Penalty: 3299.146973
	Iteration 152Q: 3 clusters Score -7195212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7195207.000000 Penalty: 3299.146973
	Iteration 153Q: 3 clusters Score -7195207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -7195207.500000 Penalty: 3299.146973
	Iteration 154Q: 3 clusters Score -7195208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -7195210.500000 Penalty: 3299.146973
	Iteration 155Q: 3 clusters Score -7195210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -7195211.500000 Penalty: 3299.146973
	Iteration 156Q: 3 clusters Score -7195212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -7195211.500000 Penalty: 3299.146973
	Iteration 157Q: 3 clusters Score -7195212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -7195213.000000 Penalty: 3299.146973
	Iteration 158Q: 3 clusters Score -7195213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -7195208.500000 Penalty: 3299.146973
	Iteration 159Q: 3 clusters Score -7195208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -7195211.000000 Penalty: 3299.146973
	Iteration 160F: 3 clusters Score -7195211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7195212.000000 Penalty: 3299.146973
	Iteration 161Q: 3 clusters Score -7195212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7195212.000000 Penalty: 3299.146973
	Iteration 162F: 3 clusters Score -7195212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 69808 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 41587 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 76070 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 15966 members 
Mstep: Class 32 contains 120182 members 
Mstep: Class 33 contains 57909 members 
Entering Unmasked Estep 
Score: -110797720.000000 Penalty: 67858.273438
Splitting cluster 19 changes total score from -110624232.000000 to -110797720.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (41587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Entering Unmasked Estep 
Score: -4543306.000000 Penalty: 1582.568848
	Iteration 0F: 2 clusters Score -4543306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4516347.500000 Penalty: 3165.137695
	Iteration 0F: 3 clusters Score -4516348 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4527462.500000 Penalty: 3165.137695
	Iteration 1F: 3 clusters Score -4527462 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -4528799.500000 Penalty: 3165.137695
	Iteration 2F: 3 clusters Score -4528800 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -4530730.500000 Penalty: 3165.137695
	Iteration 3F: 3 clusters Score -4530730 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4533283.500000 Penalty: 3165.137695
	Iteration 4F: 3 clusters Score -4533284 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4536276.000000 Penalty: 3165.137695
	Iteration 5F: 3 clusters Score -4536276 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4538962.500000 Penalty: 3165.137695
	Iteration 6F: 3 clusters Score -4538962 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4541108.500000 Penalty: 3165.137695
	Iteration 7F: 3 clusters Score -4541108 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4542561.500000 Penalty: 3165.137695
	Iteration 8Q: 3 clusters Score -4542562 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4543683.000000 Penalty: 3165.137695
	Iteration 9Q: 3 clusters Score -4543683 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4544528.500000 Penalty: 3165.137695
	Iteration 10Q: 3 clusters Score -4544528 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4545322.500000 Penalty: 3165.137695
	Iteration 11Q: 3 clusters Score -4545322 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4545947.500000 Penalty: 3165.137695
	Iteration 12Q: 3 clusters Score -4545948 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4546526.500000 Penalty: 3165.137695
	Iteration 13Q: 3 clusters Score -4546526 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4547095.500000 Penalty: 3165.137695
	Iteration 14Q: 3 clusters Score -4547096 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4547640.500000 Penalty: 3165.137695
	Iteration 15Q: 3 clusters Score -4547640 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4548183.500000 Penalty: 3165.137695
	Iteration 16Q: 3 clusters Score -4548184 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4548748.500000 Penalty: 3165.137695
	Iteration 17Q: 3 clusters Score -4548748 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4549264.500000 Penalty: 3165.137695
	Iteration 18Q: 3 clusters Score -4549264 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4549753.000000 Penalty: 3165.137695
	Iteration 19Q: 3 clusters Score -4549753 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -4550234.000000 Penalty: 3165.137695
	Iteration 20F: 3 clusters Score -4550234 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4550613.500000 Penalty: 3165.137695
	Iteration 21Q: 3 clusters Score -4550614 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4550888.500000 Penalty: 3165.137695
	Iteration 22Q: 3 clusters Score -4550888 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -4551139.000000 Penalty: 3165.137695
	Iteration 23Q: 3 clusters Score -4551139 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4551348.500000 Penalty: 3165.137695
	Iteration 24Q: 3 clusters Score -4551348 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4551482.000000 Penalty: 3165.137695
	Iteration 25Q: 3 clusters Score -4551482 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4551558.000000 Penalty: 3165.137695
	Iteration 26Q: 3 clusters Score -4551558 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4551609.000000 Penalty: 3165.137695
	Iteration 27Q: 3 clusters Score -4551609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4551651.000000 Penalty: 3165.137695
	Iteration 28Q: 3 clusters Score -4551651 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -4551680.000000 Penalty: 3165.137695
	Iteration 29Q: 3 clusters Score -4551680 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4551684.000000 Penalty: 3165.137695
	Iteration 30Q: 3 clusters Score -4551684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4551689.500000 Penalty: 3165.137695
	Iteration 31Q: 3 clusters Score -4551690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4551713.500000 Penalty: 3165.137695
	Iteration 32Q: 3 clusters Score -4551714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4551723.500000 Penalty: 3165.137695
	Iteration 33Q: 3 clusters Score -4551724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -4551721.000000 Penalty: 3165.137695
	Iteration 34Q: 3 clusters Score -4551721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4551729.000000 Penalty: 3165.137695
	Iteration 35Q: 3 clusters Score -4551729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4551737.000000 Penalty: 3165.137695
	Iteration 36Q: 3 clusters Score -4551737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4551748.000000 Penalty: 3165.137695
	Iteration 37Q: 3 clusters Score -4551748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4551757.500000 Penalty: 3165.137695
	Iteration 38Q: 3 clusters Score -4551758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4551741.500000 Penalty: 3165.137695
	Iteration 39Q: 3 clusters Score -4551742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4551747.000000 Penalty: 3165.137695
	Iteration 40F: 3 clusters Score -4551747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4551760.500000 Penalty: 3165.137695
	Iteration 41Q: 3 clusters Score -4551760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4551756.500000 Penalty: 3165.137695
	Iteration 42Q: 3 clusters Score -4551756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4551750.500000 Penalty: 3165.137695
	Iteration 43Q: 3 clusters Score -4551750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4551760.000000 Penalty: 3165.137695
	Iteration 44Q: 3 clusters Score -4551760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4551761.000000 Penalty: 3165.137695
	Iteration 45Q: 3 clusters Score -4551761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4551764.500000 Penalty: 3165.137695
	Iteration 46Q: 3 clusters Score -4551764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4551763.500000 Penalty: 3165.137695
	Iteration 47Q: 3 clusters Score -4551764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4551768.000000 Penalty: 3165.137695
	Iteration 48Q: 3 clusters Score -4551768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4551762.500000 Penalty: 3165.137695
	Iteration 49Q: 3 clusters Score -4551762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4551758.000000 Penalty: 3165.137695
	Iteration 50Q: 3 clusters Score -4551758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -4551760.500000 Penalty: 3165.137695
	Iteration 51Q: 3 clusters Score -4551760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4551758.500000 Penalty: 3165.137695
	Iteration 52Q: 3 clusters Score -4551758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4551760.500000 Penalty: 3165.137695
	Iteration 53Q: 3 clusters Score -4551760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4551757.000000 Penalty: 3165.137695
	Iteration 54Q: 3 clusters Score -4551757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4551765.000000 Penalty: 3165.137695
	Iteration 55Q: 3 clusters Score -4551765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4551770.000000 Penalty: 3165.137695
	Iteration 56Q: 3 clusters Score -4551770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -4551763.000000 Penalty: 3165.137695
	Iteration 57Q: 3 clusters Score -4551763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -4551763.500000 Penalty: 3165.137695
	Iteration 58Q: 3 clusters Score -4551764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4551767.500000 Penalty: 3165.137695
	Iteration 59Q: 3 clusters Score -4551768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4551765.000000 Penalty: 3165.137695
	Iteration 60F: 3 clusters Score -4551765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4551770.500000 Penalty: 3165.137695
	Iteration 61Q: 3 clusters Score -4551770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4551771.500000 Penalty: 3165.137695
	Iteration 62Q: 3 clusters Score -4551772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4551775.000000 Penalty: 3165.137695
	Iteration 63Q: 3 clusters Score -4551775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -4551773.000000 Penalty: 3165.137695
	Iteration 64Q: 3 clusters Score -4551773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4551773.000000 Penalty: 3165.137695
	Iteration 65Q: 3 clusters Score -4551773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4551773.000000 Penalty: 3165.137695
	Iteration 66F: 3 clusters Score -4551773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 69808 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 18966 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 89040 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 76070 members 
Mstep: Class 30 contains 7923 members 
Mstep: Class 31 contains 15966 members 
Mstep: Class 32 contains 120182 members 
Mstep: Class 33 contains 57909 members 
Mstep: Class 34 contains 22621 members 
Entering Unmasked Estep 
Score: -110805992.000000 Penalty: 69914.578125
Splitting cluster 20 changes total score from -110624232.000000 to -110805992.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 24196 members 
Mstep: Class 11 contains 67098 members 
Mstep: Class 12 contains 129352 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 69808 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 18966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110840056.000000 Penalty: 69914.578125
Iteration 39Q: 35 clusters Score -1.108401e+08 nChanged 42050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 41435 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 9403 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 9 contains 1608 members 
Mstep: Class 10 contains 24381 members 
Mstep: Class 11 contains 67035 members 
Mstep: Class 12 contains 131389 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 24744 members 
Mstep: Class 15 contains 28249 members 
Mstep: Class 16 contains 13471 members 
Mstep: Class 17 contains 18745 members 
Mstep: Class 18 contains 73056 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 19987 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 84881 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 43015 members 
Mstep: Class 29 contains 74498 members 
Mstep: Class 30 contains 7878 members 
Mstep: Class 31 contains 15923 members 
Mstep: Class 32 contains 119369 members 
Mstep: Class 33 contains 52673 members 
Mstep: Class 34 contains 22123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110866912.000000 Penalty: 69914.578125
Iteration 40F: 35 clusters Score -1.108669e+08 nChanged 30914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 39242 members 
Mstep: Class 3 contains 9546 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 66299 members 
Mstep: Class 12 contains 129708 members 
Mstep: Class 13 contains 17449 members 
Mstep: Class 14 contains 24300 members 
Mstep: Class 15 contains 27415 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 18422 members 
Mstep: Class 18 contains 74457 members 
Mstep: Class 19 contains 9022 members 
Mstep: Class 20 contains 19709 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 8785 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 83466 members 
Mstep: Class 25 contains 1595 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 43577 members 
Mstep: Class 29 contains 74304 members 
Mstep: Class 30 contains 7927 members 
Mstep: Class 31 contains 16760 members 
Mstep: Class 32 contains 122318 members 
Mstep: Class 33 contains 51475 members 
Mstep: Class 34 contains 22006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110878032.000000 Penalty: 69914.578125
Iteration 41Q: 35 clusters Score -1.10878e+08 nChanged 17333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 37793 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 10192 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 24898 members 
Mstep: Class 11 contains 65896 members 
Mstep: Class 12 contains 128738 members 
Mstep: Class 13 contains 17088 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 13795 members 
Mstep: Class 17 contains 18094 members 
Mstep: Class 18 contains 75690 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 19448 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 8727 members 
Mstep: Class 23 contains 4133 members 
Mstep: Class 24 contains 82500 members 
Mstep: Class 25 contains 1584 members 
Mstep: Class 26 contains 5014 members 
Mstep: Class 27 contains 2897 members 
Mstep: Class 28 contains 43683 members 
Mstep: Class 29 contains 73970 members 
Mstep: Class 30 contains 7995 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 124010 members 
Mstep: Class 33 contains 50484 members 
Mstep: Class 34 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110883344.000000 Penalty: 69914.578125
Iteration 42Q: 35 clusters Score -1.108833e+08 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 36749 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 25128 members 
Mstep: Class 11 contains 65585 members 
Mstep: Class 12 contains 127959 members 
Mstep: Class 13 contains 16738 members 
Mstep: Class 14 contains 23511 members 
Mstep: Class 15 contains 26363 members 
Mstep: Class 16 contains 13856 members 
Mstep: Class 17 contains 17862 members 
Mstep: Class 18 contains 76813 members 
Mstep: Class 19 contains 10576 members 
Mstep: Class 20 contains 19214 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 3990 members 
Mstep: Class 24 contains 81843 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 43683 members 
Mstep: Class 29 contains 73680 members 
Mstep: Class 30 contains 8055 members 
Mstep: Class 31 contains 17873 members 
Mstep: Class 32 contains 125072 members 
Mstep: Class 33 contains 49493 members 
Mstep: Class 34 contains 21976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110888088.000000 Penalty: 69914.578125
Iteration 43Q: 35 clusters Score -1.108881e+08 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 36018 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 10153 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 25344 members 
Mstep: Class 11 contains 65324 members 
Mstep: Class 12 contains 127325 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 23162 members 
Mstep: Class 15 contains 25981 members 
Mstep: Class 16 contains 13919 members 
Mstep: Class 17 contains 17656 members 
Mstep: Class 18 contains 77775 members 
Mstep: Class 19 contains 11473 members 
Mstep: Class 20 contains 18999 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8571 members 
Mstep: Class 23 contains 3892 members 
Mstep: Class 24 contains 81299 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 43635 members 
Mstep: Class 29 contains 73449 members 
Mstep: Class 30 contains 8104 members 
Mstep: Class 31 contains 18304 members 
Mstep: Class 32 contains 125742 members 
Mstep: Class 33 contains 48533 members 
Mstep: Class 34 contains 21937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110890816.000000 Penalty: 69914.578125
Iteration 44Q: 35 clusters Score -1.108908e+08 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 35502 members 
Mstep: Class 3 contains 15169 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 1897 members 
Mstep: Class 10 contains 25539 members 
Mstep: Class 11 contains 65103 members 
Mstep: Class 12 contains 126811 members 
Mstep: Class 13 contains 16156 members 
Mstep: Class 14 contains 22814 members 
Mstep: Class 15 contains 25667 members 
Mstep: Class 16 contains 13957 members 
Mstep: Class 17 contains 17447 members 
Mstep: Class 18 contains 78584 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 18806 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 80794 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 3780 members 
Mstep: Class 28 contains 43546 members 
Mstep: Class 29 contains 73281 members 
Mstep: Class 30 contains 8152 members 
Mstep: Class 31 contains 18646 members 
Mstep: Class 32 contains 126225 members 
Mstep: Class 33 contains 47653 members 
Mstep: Class 34 contains 21912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110891984.000000 Penalty: 69914.578125
Iteration 45Q: 35 clusters Score -1.10892e+08 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 16057 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 9995 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 25732 members 
Mstep: Class 11 contains 64896 members 
Mstep: Class 12 contains 126271 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 22520 members 
Mstep: Class 15 contains 25395 members 
Mstep: Class 16 contains 13984 members 
Mstep: Class 17 contains 17304 members 
Mstep: Class 18 contains 79316 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 18622 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8503 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 80320 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5207 members 
Mstep: Class 27 contains 4080 members 
Mstep: Class 28 contains 43461 members 
Mstep: Class 29 contains 73143 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 18873 members 
Mstep: Class 32 contains 126550 members 
Mstep: Class 33 contains 46840 members 
Mstep: Class 34 contains 21868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110894336.000000 Penalty: 69914.578125
Iteration 46Q: 35 clusters Score -1.108943e+08 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 34871 members 
Mstep: Class 3 contains 16832 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 10094 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 25905 members 
Mstep: Class 11 contains 64734 members 
Mstep: Class 12 contains 125738 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 22299 members 
Mstep: Class 15 contains 25155 members 
Mstep: Class 16 contains 14002 members 
Mstep: Class 17 contains 17189 members 
Mstep: Class 18 contains 80003 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8467 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 79873 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5232 members 
Mstep: Class 27 contains 4340 members 
Mstep: Class 28 contains 43371 members 
Mstep: Class 29 contains 73023 members 
Mstep: Class 30 contains 8238 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 126765 members 
Mstep: Class 33 contains 46043 members 
Mstep: Class 34 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110895848.000000 Penalty: 69914.578125
Iteration 47Q: 35 clusters Score -1.108958e+08 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 34689 members 
Mstep: Class 3 contains 17542 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 10167 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 26059 members 
Mstep: Class 11 contains 64590 members 
Mstep: Class 12 contains 125157 members 
Mstep: Class 13 contains 15539 members 
Mstep: Class 14 contains 22103 members 
Mstep: Class 15 contains 24886 members 
Mstep: Class 16 contains 14025 members 
Mstep: Class 17 contains 17115 members 
Mstep: Class 18 contains 80590 members 
Mstep: Class 19 contains 15185 members 
Mstep: Class 20 contains 18384 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 79446 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 4546 members 
Mstep: Class 28 contains 43284 members 
Mstep: Class 29 contains 72912 members 
Mstep: Class 30 contains 8271 members 
Mstep: Class 31 contains 19119 members 
Mstep: Class 32 contains 126914 members 
Mstep: Class 33 contains 45364 members 
Mstep: Class 34 contains 21770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110896720.000000 Penalty: 69914.578125
Iteration 48Q: 35 clusters Score -1.108967e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 34555 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 6 contains 10220 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 26231 members 
Mstep: Class 11 contains 64474 members 
Mstep: Class 12 contains 124576 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 21923 members 
Mstep: Class 15 contains 24602 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 17034 members 
Mstep: Class 18 contains 81128 members 
Mstep: Class 19 contains 16255 members 
Mstep: Class 20 contains 18301 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8448 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 79065 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5254 members 
Mstep: Class 27 contains 4713 members 
Mstep: Class 28 contains 43190 members 
Mstep: Class 29 contains 72804 members 
Mstep: Class 30 contains 8293 members 
Mstep: Class 31 contains 19179 members 
Mstep: Class 32 contains 127010 members 
Mstep: Class 33 contains 44687 members 
Mstep: Class 34 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110897392.000000 Penalty: 69914.578125
Iteration 49Q: 35 clusters Score -1.108974e+08 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 34443 members 
Mstep: Class 3 contains 18705 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 10270 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 26375 members 
Mstep: Class 11 contains 64379 members 
Mstep: Class 12 contains 124015 members 
Mstep: Class 13 contains 15249 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 24307 members 
Mstep: Class 16 contains 14056 members 
Mstep: Class 17 contains 16944 members 
Mstep: Class 18 contains 81698 members 
Mstep: Class 19 contains 17267 members 
Mstep: Class 20 contains 18231 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 3840 members 
Mstep: Class 24 contains 78711 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5257 members 
Mstep: Class 27 contains 4843 members 
Mstep: Class 28 contains 43094 members 
Mstep: Class 29 contains 72707 members 
Mstep: Class 30 contains 8311 members 
Mstep: Class 31 contains 19208 members 
Mstep: Class 32 contains 127057 members 
Mstep: Class 33 contains 44081 members 
Mstep: Class 34 contains 21661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898408.000000 Penalty: 69914.578125
Iteration 50Q: 35 clusters Score -1.108984e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 34360 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 26507 members 
Mstep: Class 11 contains 64302 members 
Mstep: Class 12 contains 123430 members 
Mstep: Class 13 contains 15138 members 
Mstep: Class 14 contains 21677 members 
Mstep: Class 15 contains 23984 members 
Mstep: Class 16 contains 14085 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 82231 members 
Mstep: Class 19 contains 18324 members 
Mstep: Class 20 contains 18171 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 78358 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 4942 members 
Mstep: Class 28 contains 43026 members 
Mstep: Class 29 contains 72612 members 
Mstep: Class 30 contains 8330 members 
Mstep: Class 31 contains 19211 members 
Mstep: Class 32 contains 127118 members 
Mstep: Class 33 contains 43487 members 
Mstep: Class 34 contains 21610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110898848.000000 Penalty: 69914.578125
Iteration 51Q: 35 clusters Score -1.108988e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 34305 members 
Mstep: Class 3 contains 19591 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 10368 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 26633 members 
Mstep: Class 11 contains 64250 members 
Mstep: Class 12 contains 122870 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 21618 members 
Mstep: Class 15 contains 23670 members 
Mstep: Class 16 contains 14097 members 
Mstep: Class 17 contains 16837 members 
Mstep: Class 18 contains 82707 members 
Mstep: Class 19 contains 19322 members 
Mstep: Class 20 contains 18096 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8418 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 78016 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5265 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 42943 members 
Mstep: Class 29 contains 72535 members 
Mstep: Class 30 contains 8345 members 
Mstep: Class 31 contains 19209 members 
Mstep: Class 32 contains 127154 members 
Mstep: Class 33 contains 42981 members 
Mstep: Class 34 contains 21553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899616.000000 Penalty: 69914.578125
Iteration 52Q: 35 clusters Score -1.108996e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 34262 members 
Mstep: Class 3 contains 19950 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 10419 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 26741 members 
Mstep: Class 11 contains 64207 members 
Mstep: Class 12 contains 122336 members 
Mstep: Class 13 contains 14932 members 
Mstep: Class 14 contains 21563 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 83135 members 
Mstep: Class 19 contains 20327 members 
Mstep: Class 20 contains 18043 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8411 members 
Mstep: Class 23 contains 3870 members 
Mstep: Class 24 contains 77688 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 5052 members 
Mstep: Class 28 contains 42867 members 
Mstep: Class 29 contains 72463 members 
Mstep: Class 30 contains 8361 members 
Mstep: Class 31 contains 19220 members 
Mstep: Class 32 contains 127190 members 
Mstep: Class 33 contains 42535 members 
Mstep: Class 34 contains 21506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900304.000000 Penalty: 69914.578125
Iteration 53Q: 35 clusters Score -1.109003e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 34225 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 10462 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 26820 members 
Mstep: Class 11 contains 64183 members 
Mstep: Class 12 contains 121849 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 21523 members 
Mstep: Class 15 contains 22970 members 
Mstep: Class 16 contains 14144 members 
Mstep: Class 17 contains 16743 members 
Mstep: Class 18 contains 83575 members 
Mstep: Class 19 contains 21231 members 
Mstep: Class 20 contains 17991 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8406 members 
Mstep: Class 23 contains 3880 members 
Mstep: Class 24 contains 77419 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 42804 members 
Mstep: Class 29 contains 72410 members 
Mstep: Class 30 contains 8381 members 
Mstep: Class 31 contains 19230 members 
Mstep: Class 32 contains 127212 members 
Mstep: Class 33 contains 42099 members 
Mstep: Class 34 contains 21488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110900912.000000 Penalty: 69914.578125
Iteration 54Q: 35 clusters Score -1.109009e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 34189 members 
Mstep: Class 3 contains 20569 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 10497 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 26897 members 
Mstep: Class 11 contains 64158 members 
Mstep: Class 12 contains 121434 members 
Mstep: Class 13 contains 14758 members 
Mstep: Class 14 contains 21496 members 
Mstep: Class 15 contains 22582 members 
Mstep: Class 16 contains 14170 members 
Mstep: Class 17 contains 16687 members 
Mstep: Class 18 contains 83967 members 
Mstep: Class 19 contains 21998 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8407 members 
Mstep: Class 23 contains 3892 members 
Mstep: Class 24 contains 77211 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 5092 members 
Mstep: Class 28 contains 42739 members 
Mstep: Class 29 contains 72368 members 
Mstep: Class 30 contains 8402 members 
Mstep: Class 31 contains 19243 members 
Mstep: Class 32 contains 127273 members 
Mstep: Class 33 contains 41717 members 
Mstep: Class 34 contains 21448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901360.000000 Penalty: 69914.578125
Iteration 55Q: 35 clusters Score -1.109014e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 34161 members 
Mstep: Class 3 contains 20829 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 10524 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 26958 members 
Mstep: Class 11 contains 64137 members 
Mstep: Class 12 contains 121090 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 22181 members 
Mstep: Class 16 contains 14193 members 
Mstep: Class 17 contains 16646 members 
Mstep: Class 18 contains 84413 members 
Mstep: Class 19 contains 22668 members 
Mstep: Class 20 contains 17887 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8408 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 77010 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5272 members 
Mstep: Class 27 contains 5099 members 
Mstep: Class 28 contains 42704 members 
Mstep: Class 29 contains 72322 members 
Mstep: Class 30 contains 8423 members 
Mstep: Class 31 contains 19242 members 
Mstep: Class 32 contains 127301 members 
Mstep: Class 33 contains 41351 members 
Mstep: Class 34 contains 21421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901656.000000 Penalty: 69914.578125
Iteration 56Q: 35 clusters Score -1.109017e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 34143 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 26999 members 
Mstep: Class 11 contains 64122 members 
Mstep: Class 12 contains 120827 members 
Mstep: Class 13 contains 14608 members 
Mstep: Class 14 contains 21460 members 
Mstep: Class 15 contains 21754 members 
Mstep: Class 16 contains 14214 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 84850 members 
Mstep: Class 19 contains 23224 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8409 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 76809 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 5109 members 
Mstep: Class 28 contains 42670 members 
Mstep: Class 29 contains 72284 members 
Mstep: Class 30 contains 8439 members 
Mstep: Class 31 contains 19241 members 
Mstep: Class 32 contains 127359 members 
Mstep: Class 33 contains 41024 members 
Mstep: Class 34 contains 21391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110902080.000000 Penalty: 69914.578125
Iteration 57Q: 35 clusters Score -1.109021e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 34126 members 
Mstep: Class 3 contains 21307 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 10577 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 27055 members 
Mstep: Class 11 contains 64107 members 
Mstep: Class 12 contains 120598 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 21452 members 
Mstep: Class 15 contains 21302 members 
Mstep: Class 16 contains 14229 members 
Mstep: Class 17 contains 16583 members 
Mstep: Class 18 contains 85291 members 
Mstep: Class 19 contains 23721 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8413 members 
Mstep: Class 23 contains 3908 members 
Mstep: Class 24 contains 76637 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5273 members 
Mstep: Class 27 contains 5114 members 
Mstep: Class 28 contains 42623 members 
Mstep: Class 29 contains 72262 members 
Mstep: Class 30 contains 8453 members 
Mstep: Class 31 contains 19244 members 
Mstep: Class 32 contains 127401 members 
Mstep: Class 33 contains 40746 members 
Mstep: Class 34 contains 21365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110902296.000000 Penalty: 69914.578125
Iteration 58Q: 35 clusters Score -1.109023e+08 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 34110 members 
Mstep: Class 3 contains 21520 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 10602 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 27117 members 
Mstep: Class 11 contains 64099 members 
Mstep: Class 12 contains 120401 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 21438 members 
Mstep: Class 15 contains 20835 members 
Mstep: Class 16 contains 14245 members 
Mstep: Class 17 contains 16555 members 
Mstep: Class 18 contains 85692 members 
Mstep: Class 19 contains 24129 members 
Mstep: Class 20 contains 17754 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8413 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 76499 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5272 members 
Mstep: Class 27 contains 5121 members 
Mstep: Class 28 contains 42574 members 
Mstep: Class 29 contains 72243 members 
Mstep: Class 30 contains 8465 members 
Mstep: Class 31 contains 19243 members 
Mstep: Class 32 contains 127470 members 
Mstep: Class 33 contains 40515 members 
Mstep: Class 34 contains 21351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110902552.000000 Penalty: 69914.578125
Iteration 59Q: 35 clusters Score -1.109026e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 34094 members 
Mstep: Class 3 contains 21697 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 27185 members 
Mstep: Class 11 contains 64095 members 
Mstep: Class 12 contains 120250 members 
Mstep: Class 13 contains 14434 members 
Mstep: Class 14 contains 21434 members 
Mstep: Class 15 contains 20381 members 
Mstep: Class 16 contains 14248 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 86091 members 
Mstep: Class 19 contains 24437 members 
Mstep: Class 20 contains 17720 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 3910 members 
Mstep: Class 24 contains 76352 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 5127 members 
Mstep: Class 28 contains 42531 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8477 members 
Mstep: Class 31 contains 19243 members 
Mstep: Class 32 contains 127531 members 
Mstep: Class 33 contains 40327 members 
Mstep: Class 34 contains 21325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110903888.000000 Penalty: 69914.578125
Iteration 60F: 35 clusters Score -1.109039e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 34079 members 
Mstep: Class 3 contains 21871 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 10644 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 27258 members 
Mstep: Class 11 contains 64101 members 
Mstep: Class 12 contains 119568 members 
Mstep: Class 13 contains 14379 members 
Mstep: Class 14 contains 21419 members 
Mstep: Class 15 contains 19911 members 
Mstep: Class 16 contains 14242 members 
Mstep: Class 17 contains 16506 members 
Mstep: Class 18 contains 86446 members 
Mstep: Class 19 contains 25524 members 
Mstep: Class 20 contains 17685 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 76112 members 
Mstep: Class 25 contains 1581 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 5172 members 
Mstep: Class 28 contains 42494 members 
Mstep: Class 29 contains 72225 members 
Mstep: Class 30 contains 8494 members 
Mstep: Class 31 contains 19236 members 
Mstep: Class 32 contains 127601 members 
Mstep: Class 33 contains 40044 members 
Mstep: Class 34 contains 21275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110905104.000000 Penalty: 69914.578125
Iteration 61Q: 35 clusters Score -1.109051e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 34069 members 
Mstep: Class 3 contains 22023 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 9805 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 27304 members 
Mstep: Class 11 contains 64106 members 
Mstep: Class 12 contains 118813 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 21401 members 
Mstep: Class 15 contains 19427 members 
Mstep: Class 16 contains 14266 members 
Mstep: Class 17 contains 16484 members 
Mstep: Class 18 contains 86831 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8420 members 
Mstep: Class 23 contains 3759 members 
Mstep: Class 24 contains 75879 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 5199 members 
Mstep: Class 28 contains 42466 members 
Mstep: Class 29 contains 72221 members 
Mstep: Class 30 contains 8510 members 
Mstep: Class 31 contains 19240 members 
Mstep: Class 32 contains 127673 members 
Mstep: Class 33 contains 39809 members 
Mstep: Class 34 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110906280.000000 Penalty: 69914.578125
Iteration 62Q: 35 clusters Score -1.109063e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 34061 members 
Mstep: Class 3 contains 22165 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 9782 members 
Mstep: Class 6 contains 10674 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 27335 members 
Mstep: Class 11 contains 64101 members 
Mstep: Class 12 contains 118009 members 
Mstep: Class 13 contains 14244 members 
Mstep: Class 14 contains 21387 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 14276 members 
Mstep: Class 17 contains 16462 members 
Mstep: Class 18 contains 87267 members 
Mstep: Class 19 contains 27749 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 3751 members 
Mstep: Class 24 contains 75646 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 5210 members 
Mstep: Class 28 contains 42437 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8532 members 
Mstep: Class 31 contains 19250 members 
Mstep: Class 32 contains 127751 members 
Mstep: Class 33 contains 39610 members 
Mstep: Class 34 contains 21182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907360.000000 Penalty: 69914.578125
Iteration 63Q: 35 clusters Score -1.109074e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 34062 members 
Mstep: Class 3 contains 22281 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 10679 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 27341 members 
Mstep: Class 11 contains 64100 members 
Mstep: Class 12 contains 117207 members 
Mstep: Class 13 contains 14164 members 
Mstep: Class 14 contains 21380 members 
Mstep: Class 15 contains 18439 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 16451 members 
Mstep: Class 18 contains 87753 members 
Mstep: Class 19 contains 28807 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 3754 members 
Mstep: Class 24 contains 75422 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5278 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 42417 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 19262 members 
Mstep: Class 32 contains 127856 members 
Mstep: Class 33 contains 39435 members 
Mstep: Class 34 contains 21146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110908432.000000 Penalty: 69914.578125
Iteration 64Q: 35 clusters Score -1.109084e+08 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 34062 members 
Mstep: Class 3 contains 22381 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 9766 members 
Mstep: Class 6 contains 10689 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 27343 members 
Mstep: Class 11 contains 64097 members 
Mstep: Class 12 contains 116372 members 
Mstep: Class 13 contains 14083 members 
Mstep: Class 14 contains 21375 members 
Mstep: Class 15 contains 17899 members 
Mstep: Class 16 contains 14335 members 
Mstep: Class 17 contains 16435 members 
Mstep: Class 18 contains 88349 members 
Mstep: Class 19 contains 29833 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8418 members 
Mstep: Class 23 contains 3761 members 
Mstep: Class 24 contains 75232 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 5213 members 
Mstep: Class 28 contains 42412 members 
Mstep: Class 29 contains 72219 members 
Mstep: Class 30 contains 8552 members 
Mstep: Class 31 contains 19263 members 
Mstep: Class 32 contains 127943 members 
Mstep: Class 33 contains 39283 members 
Mstep: Class 34 contains 21100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110909600.000000 Penalty: 69914.578125
Iteration 65Q: 35 clusters Score -1.109096e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 34054 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 10700 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 27388 members 
Mstep: Class 11 contains 64088 members 
Mstep: Class 12 contains 115447 members 
Mstep: Class 13 contains 13992 members 
Mstep: Class 14 contains 21374 members 
Mstep: Class 15 contains 17296 members 
Mstep: Class 16 contains 14383 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 89066 members 
Mstep: Class 19 contains 30875 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8418 members 
Mstep: Class 23 contains 3767 members 
Mstep: Class 24 contains 75018 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 5213 members 
Mstep: Class 28 contains 42412 members 
Mstep: Class 29 contains 72208 members 
Mstep: Class 30 contains 8556 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 128016 members 
Mstep: Class 33 contains 39178 members 
Mstep: Class 34 contains 21059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910688.000000 Penalty: 69914.578125
Iteration 66Q: 35 clusters Score -1.109107e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 34050 members 
Mstep: Class 3 contains 22525 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 10709 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 27425 members 
Mstep: Class 11 contains 64086 members 
Mstep: Class 12 contains 114479 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 21374 members 
Mstep: Class 15 contains 16664 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 16401 members 
Mstep: Class 18 contains 89838 members 
Mstep: Class 19 contains 31904 members 
Mstep: Class 20 contains 17466 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 74824 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5283 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 42415 members 
Mstep: Class 29 contains 72199 members 
Mstep: Class 30 contains 8561 members 
Mstep: Class 31 contains 19272 members 
Mstep: Class 32 contains 128063 members 
Mstep: Class 33 contains 39122 members 
Mstep: Class 34 contains 21034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110911160.000000 Penalty: 69914.578125
Iteration 67Q: 35 clusters Score -1.109112e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 34050 members 
Mstep: Class 3 contains 22581 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 9787 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 64070 members 
Mstep: Class 12 contains 113486 members 
Mstep: Class 13 contains 13839 members 
Mstep: Class 14 contains 21378 members 
Mstep: Class 15 contains 15974 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 90655 members 
Mstep: Class 19 contains 32990 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8420 members 
Mstep: Class 23 contains 3775 members 
Mstep: Class 24 contains 74594 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 42428 members 
Mstep: Class 29 contains 72188 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 19279 members 
Mstep: Class 32 contains 128101 members 
Mstep: Class 33 contains 39069 members 
Mstep: Class 34 contains 21017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912088.000000 Penalty: 69914.578125
Iteration 68Q: 35 clusters Score -1.109121e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 34052 members 
Mstep: Class 3 contains 22655 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 27471 members 
Mstep: Class 11 contains 64062 members 
Mstep: Class 12 contains 112557 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 21372 members 
Mstep: Class 15 contains 15323 members 
Mstep: Class 16 contains 14498 members 
Mstep: Class 17 contains 16387 members 
Mstep: Class 18 contains 91374 members 
Mstep: Class 19 contains 34094 members 
Mstep: Class 20 contains 17362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 3780 members 
Mstep: Class 24 contains 74345 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72189 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 19285 members 
Mstep: Class 32 contains 128140 members 
Mstep: Class 33 contains 39029 members 
Mstep: Class 34 contains 20994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913040.000000 Penalty: 69914.578125
Iteration 69Q: 35 clusters Score -1.10913e+08 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 34047 members 
Mstep: Class 3 contains 22728 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 9817 members 
Mstep: Class 6 contains 10725 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 3884 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 64057 members 
Mstep: Class 12 contains 111689 members 
Mstep: Class 13 contains 13721 members 
Mstep: Class 14 contains 21367 members 
Mstep: Class 15 contains 14695 members 
Mstep: Class 16 contains 14520 members 
Mstep: Class 17 contains 16389 members 
Mstep: Class 18 contains 92051 members 
Mstep: Class 19 contains 35200 members 
Mstep: Class 20 contains 17321 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8430 members 
Mstep: Class 23 contains 3783 members 
Mstep: Class 24 contains 74093 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5290 members 
Mstep: Class 27 contains 5214 members 
Mstep: Class 28 contains 42444 members 
Mstep: Class 29 contains 72196 members 
Mstep: Class 30 contains 8596 members 
Mstep: Class 31 contains 19291 members 
Mstep: Class 32 contains 128163 members 
Mstep: Class 33 contains 38992 members 
Mstep: Class 34 contains 20967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110913712.000000 Penalty: 69914.578125
Iteration 70Q: 35 clusters Score -1.109137e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 34040 members 
Mstep: Class 3 contains 22818 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 9830 members 
Mstep: Class 6 contains 10734 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4197 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 10 contains 27378 members 
Mstep: Class 11 contains 64053 members 
Mstep: Class 12 contains 110889 members 
Mstep: Class 13 contains 13657 members 
Mstep: Class 14 contains 21356 members 
Mstep: Class 15 contains 14076 members 
Mstep: Class 16 contains 14546 members 
Mstep: Class 17 contains 16396 members 
Mstep: Class 18 contains 92684 members 
Mstep: Class 19 contains 36231 members 
Mstep: Class 20 contains 17290 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 73817 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 5218 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72196 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 19298 members 
Mstep: Class 32 contains 128225 members 
Mstep: Class 33 contains 38979 members 
Mstep: Class 34 contains 20932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914456.000000 Penalty: 69914.578125
Iteration 71Q: 35 clusters Score -1.109145e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 34039 members 
Mstep: Class 3 contains 22893 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 27372 members 
Mstep: Class 11 contains 64046 members 
Mstep: Class 12 contains 110117 members 
Mstep: Class 13 contains 13587 members 
Mstep: Class 14 contains 21349 members 
Mstep: Class 15 contains 13478 members 
Mstep: Class 16 contains 14577 members 
Mstep: Class 17 contains 16397 members 
Mstep: Class 18 contains 93240 members 
Mstep: Class 19 contains 37211 members 
Mstep: Class 20 contains 17268 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 3802 members 
Mstep: Class 24 contains 73558 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5298 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 42450 members 
Mstep: Class 29 contains 72175 members 
Mstep: Class 30 contains 8617 members 
Mstep: Class 31 contains 19304 members 
Mstep: Class 32 contains 128304 members 
Mstep: Class 33 contains 38975 members 
Mstep: Class 34 contains 20905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915056.000000 Penalty: 69914.578125
Iteration 72Q: 35 clusters Score -1.109151e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 34030 members 
Mstep: Class 3 contains 22938 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 64032 members 
Mstep: Class 12 contains 109422 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 21339 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 16 contains 14607 members 
Mstep: Class 17 contains 16397 members 
Mstep: Class 18 contains 93761 members 
Mstep: Class 19 contains 38133 members 
Mstep: Class 20 contains 17245 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8446 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 73308 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5302 members 
Mstep: Class 27 contains 5228 members 
Mstep: Class 28 contains 42451 members 
Mstep: Class 29 contains 72176 members 
Mstep: Class 30 contains 8623 members 
Mstep: Class 31 contains 19311 members 
Mstep: Class 32 contains 128393 members 
Mstep: Class 33 contains 38982 members 
Mstep: Class 34 contains 20879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915568.000000 Penalty: 69914.578125
Iteration 73Q: 35 clusters Score -1.109156e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 34020 members 
Mstep: Class 3 contains 22987 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 10761 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 64009 members 
Mstep: Class 12 contains 108845 members 
Mstep: Class 13 contains 13459 members 
Mstep: Class 14 contains 21331 members 
Mstep: Class 15 contains 12349 members 
Mstep: Class 16 contains 14620 members 
Mstep: Class 17 contains 16396 members 
Mstep: Class 18 contains 94254 members 
Mstep: Class 19 contains 38956 members 
Mstep: Class 20 contains 17214 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 73082 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 42459 members 
Mstep: Class 29 contains 72162 members 
Mstep: Class 30 contains 8629 members 
Mstep: Class 31 contains 19316 members 
Mstep: Class 32 contains 128511 members 
Mstep: Class 33 contains 38978 members 
Mstep: Class 34 contains 20859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916136.000000 Penalty: 69914.578125
Iteration 74Q: 35 clusters Score -1.109161e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 34013 members 
Mstep: Class 3 contains 23033 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 10766 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 27371 members 
Mstep: Class 11 contains 63998 members 
Mstep: Class 12 contains 108345 members 
Mstep: Class 13 contains 13402 members 
Mstep: Class 14 contains 21325 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 14648 members 
Mstep: Class 17 contains 16405 members 
Mstep: Class 18 contains 94727 members 
Mstep: Class 19 contains 39673 members 
Mstep: Class 20 contains 17197 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 72852 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5311 members 
Mstep: Class 27 contains 5229 members 
Mstep: Class 28 contains 42453 members 
Mstep: Class 29 contains 72151 members 
Mstep: Class 30 contains 8632 members 
Mstep: Class 31 contains 19324 members 
Mstep: Class 32 contains 128649 members 
Mstep: Class 33 contains 38951 members 
Mstep: Class 34 contains 20816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916168.000000 Penalty: 69914.578125
Iteration 75Q: 35 clusters Score -1.109162e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 33997 members 
Mstep: Class 3 contains 23085 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 9886 members 
Mstep: Class 6 contains 10767 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 4085 members 
Mstep: Class 10 contains 27363 members 
Mstep: Class 11 contains 63987 members 
Mstep: Class 12 contains 107910 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 21313 members 
Mstep: Class 15 contains 11301 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 16407 members 
Mstep: Class 18 contains 95164 members 
Mstep: Class 19 contains 40333 members 
Mstep: Class 20 contains 17179 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8453 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 72643 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5311 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 42456 members 
Mstep: Class 29 contains 72129 members 
Mstep: Class 30 contains 8633 members 
Mstep: Class 31 contains 19335 members 
Mstep: Class 32 contains 128813 members 
Mstep: Class 33 contains 38889 members 
Mstep: Class 34 contains 20779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110916512.000000 Penalty: 69914.578125
Iteration 76Q: 35 clusters Score -1.109165e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 33993 members 
Mstep: Class 3 contains 23135 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 10775 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 27373 members 
Mstep: Class 11 contains 63964 members 
Mstep: Class 12 contains 107553 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 21299 members 
Mstep: Class 15 contains 10820 members 
Mstep: Class 16 contains 14689 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 95475 members 
Mstep: Class 19 contains 40945 members 
Mstep: Class 20 contains 17165 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8458 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 72451 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5244 members 
Mstep: Class 28 contains 42448 members 
Mstep: Class 29 contains 72129 members 
Mstep: Class 30 contains 8637 members 
Mstep: Class 31 contains 19349 members 
Mstep: Class 32 contains 129000 members 
Mstep: Class 33 contains 38833 members 
Mstep: Class 34 contains 20751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917056.000000 Penalty: 69914.578125
Iteration 77Q: 35 clusters Score -1.109171e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 33993 members 
Mstep: Class 3 contains 23181 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 63950 members 
Mstep: Class 12 contains 107226 members 
Mstep: Class 13 contains 13287 members 
Mstep: Class 14 contains 21285 members 
Mstep: Class 15 contains 10359 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 16401 members 
Mstep: Class 18 contains 95757 members 
Mstep: Class 19 contains 41525 members 
Mstep: Class 20 contains 17151 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8463 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 72263 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5313 members 
Mstep: Class 27 contains 5250 members 
Mstep: Class 28 contains 42438 members 
Mstep: Class 29 contains 72124 members 
Mstep: Class 30 contains 8637 members 
Mstep: Class 31 contains 19361 members 
Mstep: Class 32 contains 129169 members 
Mstep: Class 33 contains 38795 members 
Mstep: Class 34 contains 20725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917256.000000 Penalty: 69914.578125
Iteration 78Q: 35 clusters Score -1.109173e+08 nChanged 2077
Entering ConstructFrom: 
Score: -110917256.000000 Penalty: 69914.578125
Entering ConstructFrom: 
Trying to split cluster 1 (54108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Entering Unmasked Estep 
Score: -6056559.500000 Penalty: 1621.732056
	Iteration 0F: 2 clusters Score -6056560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -6021258.500000 Penalty: 3243.464111
	Iteration 0F: 3 clusters Score -6021258 nChanged 25073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6035371.500000 Penalty: 3243.464111
	Iteration 1F: 3 clusters Score -6035372 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -6036009.500000 Penalty: 3243.464111
	Iteration 2Q: 3 clusters Score -6036010 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -6036713.500000 Penalty: 3243.464111
	Iteration 3Q: 3 clusters Score -6036714 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6037443.500000 Penalty: 3243.464111
	Iteration 4Q: 3 clusters Score -6037444 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -6038375.500000 Penalty: 3243.464111
	Iteration 5Q: 3 clusters Score -6038376 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6039555.000000 Penalty: 3243.464111
	Iteration 6Q: 3 clusters Score -6039555 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -6041193.500000 Penalty: 3243.464111
	Iteration 7F: 3 clusters Score -6041194 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -6043448.500000 Penalty: 3243.464111
	Iteration 8F: 3 clusters Score -6043448 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -6046322.000000 Penalty: 3243.464111
	Iteration 9F: 3 clusters Score -6046322 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -6048986.000000 Penalty: 3243.464111
	Iteration 10F: 3 clusters Score -6048986 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -6050357.500000 Penalty: 3243.464111
	Iteration 11Q: 3 clusters Score -6050358 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6050940.000000 Penalty: 3243.464111
	Iteration 12Q: 3 clusters Score -6050940 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -6051213.500000 Penalty: 3243.464111
	Iteration 13Q: 3 clusters Score -6051214 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -6051344.500000 Penalty: 3243.464111
	Iteration 14Q: 3 clusters Score -6051344 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -6051456.000000 Penalty: 3243.464111
	Iteration 15Q: 3 clusters Score -6051456 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6051534.500000 Penalty: 3243.464111
	Iteration 16Q: 3 clusters Score -6051534 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -6051585.500000 Penalty: 3243.464111
	Iteration 17Q: 3 clusters Score -6051586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6051585.500000 Penalty: 3243.464111
	Iteration 18Q: 3 clusters Score -6051586 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -6051613.500000 Penalty: 3243.464111
	Iteration 19Q: 3 clusters Score -6051614 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -6051626.500000 Penalty: 3243.464111
	Iteration 20F: 3 clusters Score -6051626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -6051648.000000 Penalty: 3243.464111
	Iteration 21Q: 3 clusters Score -6051648 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -6051662.000000 Penalty: 3243.464111
	Iteration 22Q: 3 clusters Score -6051662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6051714.500000 Penalty: 3243.464111
	Iteration 23Q: 3 clusters Score -6051714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6051722.500000 Penalty: 3243.464111
	Iteration 24Q: 3 clusters Score -6051722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6051749.000000 Penalty: 3243.464111
	Iteration 25Q: 3 clusters Score -6051749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6051748.500000 Penalty: 3243.464111
	Iteration 26Q: 3 clusters Score -6051748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -6051760.000000 Penalty: 3243.464111
	Iteration 27Q: 3 clusters Score -6051760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -6051788.500000 Penalty: 3243.464111
	Iteration 28Q: 3 clusters Score -6051788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6051794.500000 Penalty: 3243.464111
	Iteration 29Q: 3 clusters Score -6051794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -6051798.000000 Penalty: 3243.464111
	Iteration 30Q: 3 clusters Score -6051798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -6051799.000000 Penalty: 3243.464111
	Iteration 31Q: 3 clusters Score -6051799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -6051816.000000 Penalty: 3243.464111
	Iteration 32Q: 3 clusters Score -6051816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -6051828.000000 Penalty: 3243.464111
	Iteration 33Q: 3 clusters Score -6051828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -6051818.500000 Penalty: 3243.464111
	Iteration 34Q: 3 clusters Score -6051818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -6051820.000000 Penalty: 3243.464111
	Iteration 35Q: 3 clusters Score -6051820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -6051818.000000 Penalty: 3243.464111
	Iteration 36Q: 3 clusters Score -6051818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -6051821.000000 Penalty: 3243.464111
	Iteration 37Q: 3 clusters Score -6051821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -6051840.000000 Penalty: 3243.464111
	Iteration 38Q: 3 clusters Score -6051840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -6051843.000000 Penalty: 3243.464111
	Iteration 39Q: 3 clusters Score -6051843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -6051836.500000 Penalty: 3243.464111
	Iteration 40F: 3 clusters Score -6051836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -6051844.000000 Penalty: 3243.464111
	Iteration 41Q: 3 clusters Score -6051844 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -6051849.500000 Penalty: 3243.464111
	Iteration 42Q: 3 clusters Score -6051850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6051845.000000 Penalty: 3243.464111
	Iteration 43Q: 3 clusters Score -6051845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -6051853.500000 Penalty: 3243.464111
	Iteration 44Q: 3 clusters Score -6051854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6051858.000000 Penalty: 3243.464111
	Iteration 45Q: 3 clusters Score -6051858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -6051875.000000 Penalty: 3243.464111
	Iteration 46Q: 3 clusters Score -6051875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -6051877.500000 Penalty: 3243.464111
	Iteration 47Q: 3 clusters Score -6051878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -6051904.000000 Penalty: 3243.464111
	Iteration 48Q: 3 clusters Score -6051904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6051912.000000 Penalty: 3243.464111
	Iteration 49Q: 3 clusters Score -6051912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -6051916.000000 Penalty: 3243.464111
	Iteration 50Q: 3 clusters Score -6051916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -6051905.500000 Penalty: 3243.464111
	Iteration 51Q: 3 clusters Score -6051906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6051930.000000 Penalty: 3243.464111
	Iteration 52Q: 3 clusters Score -6051930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -6051956.000000 Penalty: 3243.464111
	Iteration 53Q: 3 clusters Score -6051956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -6051965.500000 Penalty: 3243.464111
	Iteration 54Q: 3 clusters Score -6051966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6051968.000000 Penalty: 3243.464111
	Iteration 55Q: 3 clusters Score -6051968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -6051969.500000 Penalty: 3243.464111
	Iteration 56Q: 3 clusters Score -6051970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -6051978.000000 Penalty: 3243.464111
	Iteration 57Q: 3 clusters Score -6051978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -6051976.500000 Penalty: 3243.464111
	Iteration 58Q: 3 clusters Score -6051976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -6051988.500000 Penalty: 3243.464111
	Iteration 59Q: 3 clusters Score -6051988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -6052004.500000 Penalty: 3243.464111
	Iteration 60F: 3 clusters Score -6052004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6051994.000000 Penalty: 3243.464111
	Iteration 61Q: 3 clusters Score -6051994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6052000.000000 Penalty: 3243.464111
	Iteration 62Q: 3 clusters Score -6052000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6052016.000000 Penalty: 3243.464111
	Iteration 63Q: 3 clusters Score -6052016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6052016.000000 Penalty: 3243.464111
	Iteration 64Q: 3 clusters Score -6052016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -6052026.500000 Penalty: 3243.464111
	Iteration 65Q: 3 clusters Score -6052026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -6052036.000000 Penalty: 3243.464111
	Iteration 66Q: 3 clusters Score -6052036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -6052057.000000 Penalty: 3243.464111
	Iteration 67Q: 3 clusters Score -6052057 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -6052067.000000 Penalty: 3243.464111
	Iteration 68Q: 3 clusters Score -6052067 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -6052060.500000 Penalty: 3243.464111
	Iteration 69Q: 3 clusters Score -6052060 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -6052071.500000 Penalty: 3243.464111
	Iteration 70Q: 3 clusters Score -6052072 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -6052098.000000 Penalty: 3243.464111
	Iteration 71Q: 3 clusters Score -6052098 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -6052093.500000 Penalty: 3243.464111
	Iteration 72Q: 3 clusters Score -6052094 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -6052109.500000 Penalty: 3243.464111
	Iteration 73Q: 3 clusters Score -6052110 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6052113.000000 Penalty: 3243.464111
	Iteration 74Q: 3 clusters Score -6052113 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -6052163.500000 Penalty: 3243.464111
	Iteration 75Q: 3 clusters Score -6052164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -6052155.000000 Penalty: 3243.464111
	Iteration 76Q: 3 clusters Score -6052155 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -6052178.000000 Penalty: 3243.464111
	Iteration 77Q: 3 clusters Score -6052178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -6052195.000000 Penalty: 3243.464111
	Iteration 78Q: 3 clusters Score -6052195 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -6052232.000000 Penalty: 3243.464111
	Iteration 79Q: 3 clusters Score -6052232 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -6052242.000000 Penalty: 3243.464111
	Iteration 80F: 3 clusters Score -6052242 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6052274.500000 Penalty: 3243.464111
	Iteration 81Q: 3 clusters Score -6052274 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6052288.000000 Penalty: 3243.464111
	Iteration 82Q: 3 clusters Score -6052288 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -6052347.000000 Penalty: 3243.464111
	Iteration 83Q: 3 clusters Score -6052347 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -6052396.000000 Penalty: 3243.464111
	Iteration 84Q: 3 clusters Score -6052396 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -6052408.000000 Penalty: 3243.464111
	Iteration 85Q: 3 clusters Score -6052408 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -6052443.500000 Penalty: 3243.464111
	Iteration 86Q: 3 clusters Score -6052444 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6052494.000000 Penalty: 3243.464111
	Iteration 87Q: 3 clusters Score -6052494 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -6052532.500000 Penalty: 3243.464111
	Iteration 88Q: 3 clusters Score -6052532 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -6052587.500000 Penalty: 3243.464111
	Iteration 89Q: 3 clusters Score -6052588 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6052628.500000 Penalty: 3243.464111
	Iteration 90Q: 3 clusters Score -6052628 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -6052706.000000 Penalty: 3243.464111
	Iteration 91Q: 3 clusters Score -6052706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -6052766.500000 Penalty: 3243.464111
	Iteration 92Q: 3 clusters Score -6052766 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6052827.000000 Penalty: 3243.464111
	Iteration 93Q: 3 clusters Score -6052827 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6052873.000000 Penalty: 3243.464111
	Iteration 94Q: 3 clusters Score -6052873 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -6052958.000000 Penalty: 3243.464111
	Iteration 95Q: 3 clusters Score -6052958 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -6052983.500000 Penalty: 3243.464111
	Iteration 96Q: 3 clusters Score -6052984 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -6053072.000000 Penalty: 3243.464111
	Iteration 97Q: 3 clusters Score -6053072 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -6053156.500000 Penalty: 3243.464111
	Iteration 98Q: 3 clusters Score -6053156 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6053231.000000 Penalty: 3243.464111
	Iteration 99Q: 3 clusters Score -6053231 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -6053301.500000 Penalty: 3243.464111
	Iteration 100F: 3 clusters Score -6053302 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6053421.500000 Penalty: 3243.464111
	Iteration 101Q: 3 clusters Score -6053422 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6053513.500000 Penalty: 3243.464111
	Iteration 102Q: 3 clusters Score -6053514 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -6053610.000000 Penalty: 3243.464111
	Iteration 103Q: 3 clusters Score -6053610 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6053740.500000 Penalty: 3243.464111
	Iteration 104Q: 3 clusters Score -6053740 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6053854.000000 Penalty: 3243.464111
	Iteration 105Q: 3 clusters Score -6053854 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6054016.500000 Penalty: 3243.464111
	Iteration 106Q: 3 clusters Score -6054016 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -6054182.000000 Penalty: 3243.464111
	Iteration 107Q: 3 clusters Score -6054182 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6054337.000000 Penalty: 3243.464111
	Iteration 108Q: 3 clusters Score -6054337 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6054548.000000 Penalty: 3243.464111
	Iteration 109Q: 3 clusters Score -6054548 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -6054735.500000 Penalty: 3243.464111
	Iteration 110Q: 3 clusters Score -6054736 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -6054912.500000 Penalty: 3243.464111
	Iteration 111Q: 3 clusters Score -6054912 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -6055123.000000 Penalty: 3243.464111
	Iteration 112Q: 3 clusters Score -6055123 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6055341.500000 Penalty: 3243.464111
	Iteration 113Q: 3 clusters Score -6055342 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6055497.000000 Penalty: 3243.464111
	Iteration 114Q: 3 clusters Score -6055497 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -6055662.000000 Penalty: 3243.464111
	Iteration 115Q: 3 clusters Score -6055662 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -6055818.500000 Penalty: 3243.464111
	Iteration 116Q: 3 clusters Score -6055818 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6055952.500000 Penalty: 3243.464111
	Iteration 117Q: 3 clusters Score -6055952 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6056069.000000 Penalty: 3243.464111
	Iteration 118Q: 3 clusters Score -6056069 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -6056195.000000 Penalty: 3243.464111
	Iteration 119Q: 3 clusters Score -6056195 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6056317.000000 Penalty: 3243.464111
	Iteration 120F: 3 clusters Score -6056317 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6056393.000000 Penalty: 3243.464111
	Iteration 121Q: 3 clusters Score -6056393 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -6056455.500000 Penalty: 3243.464111
	Iteration 122Q: 3 clusters Score -6056456 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -6056510.500000 Penalty: 3243.464111
	Iteration 123Q: 3 clusters Score -6056510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -6056560.000000 Penalty: 3243.464111
	Iteration 124Q: 3 clusters Score -6056560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -6056619.500000 Penalty: 3243.464111
	Iteration 125Q: 3 clusters Score -6056620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -6056658.000000 Penalty: 3243.464111
	Iteration 126Q: 3 clusters Score -6056658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -6056684.500000 Penalty: 3243.464111
	Iteration 127Q: 3 clusters Score -6056684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -6056711.000000 Penalty: 3243.464111
	Iteration 128Q: 3 clusters Score -6056711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -6056730.000000 Penalty: 3243.464111
	Iteration 129Q: 3 clusters Score -6056730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -6056747.500000 Penalty: 3243.464111
	Iteration 130Q: 3 clusters Score -6056748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -6056768.500000 Penalty: 3243.464111
	Iteration 131Q: 3 clusters Score -6056768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -6056778.000000 Penalty: 3243.464111
	Iteration 132Q: 3 clusters Score -6056778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6056790.500000 Penalty: 3243.464111
	Iteration 133Q: 3 clusters Score -6056790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -6056809.500000 Penalty: 3243.464111
	Iteration 134Q: 3 clusters Score -6056810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6056814.500000 Penalty: 3243.464111
	Iteration 135Q: 3 clusters Score -6056814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6056821.500000 Penalty: 3243.464111
	Iteration 136Q: 3 clusters Score -6056822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -6056824.500000 Penalty: 3243.464111
	Iteration 137Q: 3 clusters Score -6056824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -6056828.500000 Penalty: 3243.464111
	Iteration 138Q: 3 clusters Score -6056828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -6056835.500000 Penalty: 3243.464111
	Iteration 139Q: 3 clusters Score -6056836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -6056838.500000 Penalty: 3243.464111
	Iteration 140F: 3 clusters Score -6056838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -6056854.500000 Penalty: 3243.464111
	Iteration 141Q: 3 clusters Score -6056854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -6056842.500000 Penalty: 3243.464111
	Iteration 142Q: 3 clusters Score -6056842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -6056847.500000 Penalty: 3243.464111
	Iteration 143Q: 3 clusters Score -6056848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -6056850.500000 Penalty: 3243.464111
	Iteration 144Q: 3 clusters Score -6056850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -6056848.000000 Penalty: 3243.464111
	Iteration 145Q: 3 clusters Score -6056848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -6056861.500000 Penalty: 3243.464111
	Iteration 146Q: 3 clusters Score -6056862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -6056852.000000 Penalty: 3243.464111
	Iteration 147Q: 3 clusters Score -6056852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -6056853.500000 Penalty: 3243.464111
	Iteration 148Q: 3 clusters Score -6056854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -6056854.000000 Penalty: 3243.464111
	Iteration 149Q: 3 clusters Score -6056854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -6056863.500000 Penalty: 3243.464111
	Iteration 150Q: 3 clusters Score -6056864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -6056864.500000 Penalty: 3243.464111
	Iteration 151Q: 3 clusters Score -6056864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -6056874.000000 Penalty: 3243.464111
	Iteration 152Q: 3 clusters Score -6056874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -6056876.500000 Penalty: 3243.464111
	Iteration 153Q: 3 clusters Score -6056876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6056876.000000 Penalty: 3243.464111
	Iteration 154Q: 3 clusters Score -6056876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -6056872.500000 Penalty: 3243.464111
	Iteration 155Q: 3 clusters Score -6056872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6056873.500000 Penalty: 3243.464111
	Iteration 156Q: 3 clusters Score -6056874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -6056874.000000 Penalty: 3243.464111
	Iteration 157Q: 3 clusters Score -6056874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -6056882.500000 Penalty: 3243.464111
	Iteration 158Q: 3 clusters Score -6056882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6056882.500000 Penalty: 3243.464111
	Iteration 159Q: 3 clusters Score -6056882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -6056881.500000 Penalty: 3243.464111
	Iteration 160F: 3 clusters Score -6056882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6056884.500000 Penalty: 3243.464111
	Iteration 161Q: 3 clusters Score -6056884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6056894.000000 Penalty: 3243.464111
	Iteration 162Q: 3 clusters Score -6056894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -6056899.000000 Penalty: 3243.464111
	Iteration 163Q: 3 clusters Score -6056899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -6056898.000000 Penalty: 3243.464111
	Iteration 164Q: 3 clusters Score -6056898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -6056898.000000 Penalty: 3243.464111
	Iteration 165Q: 3 clusters Score -6056898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -6056898.000000 Penalty: 3243.464111
	Iteration 166F: 3 clusters Score -6056898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 33997 members 
Mstep: Class 3 contains 23188 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 10772 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Entering Unmasked Estep 
Score: -110917472.000000 Penalty: 71970.890625
Splitting cluster 1 changes total score from -110917256.000000 to -110917472.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (33997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Entering Unmasked Estep 
Score: -3956436.000000 Penalty: 1552.583374
	Iteration 0F: 2 clusters Score -3956436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3934361.000000 Penalty: 3105.166748
	Iteration 0F: 3 clusters Score -3934361 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3942874.750000 Penalty: 3105.166748
	Iteration 1F: 3 clusters Score -3942875 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3943425.000000 Penalty: 3105.166748
	Iteration 2Q: 3 clusters Score -3943425 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3944006.250000 Penalty: 3105.166748
	Iteration 3Q: 3 clusters Score -3944006 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3944629.000000 Penalty: 3105.166748
	Iteration 4Q: 3 clusters Score -3944629 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3945239.750000 Penalty: 3105.166748
	Iteration 5Q: 3 clusters Score -3945240 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3945891.500000 Penalty: 3105.166748
	Iteration 6Q: 3 clusters Score -3945892 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3946617.750000 Penalty: 3105.166748
	Iteration 7Q: 3 clusters Score -3946618 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3947507.000000 Penalty: 3105.166748
	Iteration 8Q: 3 clusters Score -3947507 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3948498.250000 Penalty: 3105.166748
	Iteration 9Q: 3 clusters Score -3948498 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3949388.000000 Penalty: 3105.166748
	Iteration 10Q: 3 clusters Score -3949388 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3950179.250000 Penalty: 3105.166748
	Iteration 11Q: 3 clusters Score -3950179 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3950954.250000 Penalty: 3105.166748
	Iteration 12Q: 3 clusters Score -3950954 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3952222.250000 Penalty: 3105.166748
	Iteration 13Q: 3 clusters Score -3952222 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3954179.250000 Penalty: 3105.166748
	Iteration 14Q: 3 clusters Score -3954179 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3956068.000000 Penalty: 3105.166748
	Iteration 15F: 3 clusters Score -3956068 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3957274.500000 Penalty: 3105.166748
	Iteration 16F: 3 clusters Score -3957274 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3958273.750000 Penalty: 3105.166748
	Iteration 17Q: 3 clusters Score -3958274 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3959347.250000 Penalty: 3105.166748
	Iteration 18Q: 3 clusters Score -3959347 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3960500.750000 Penalty: 3105.166748
	Iteration 19Q: 3 clusters Score -3960501 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3961477.250000 Penalty: 3105.166748
	Iteration 20F: 3 clusters Score -3961477 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3962129.000000 Penalty: 3105.166748
	Iteration 21Q: 3 clusters Score -3962129 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3962452.000000 Penalty: 3105.166748
	Iteration 22Q: 3 clusters Score -3962452 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3962584.250000 Penalty: 3105.166748
	Iteration 23Q: 3 clusters Score -3962584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3962639.750000 Penalty: 3105.166748
	Iteration 24Q: 3 clusters Score -3962640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3962645.000000 Penalty: 3105.166748
	Iteration 25Q: 3 clusters Score -3962645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3962642.000000 Penalty: 3105.166748
	Iteration 26Q: 3 clusters Score -3962642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3962642.250000 Penalty: 3105.166748
	Iteration 27Q: 3 clusters Score -3962642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3962640.750000 Penalty: 3105.166748
	Iteration 28Q: 3 clusters Score -3962641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3962639.500000 Penalty: 3105.166748
	Iteration 29Q: 3 clusters Score -3962640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3962638.750000 Penalty: 3105.166748
	Iteration 30Q: 3 clusters Score -3962639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3962638.750000 Penalty: 3105.166748
	Iteration 31F: 3 clusters Score -3962639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 23188 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 10772 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Entering Unmasked Estep 
Score: -110923256.000000 Penalty: 74027.203125
Splitting cluster 2 changes total score from -110917256.000000 to -110923256.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (23188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Entering Unmasked Estep 
Score: -2495797.500000 Penalty: 1495.646851
	Iteration 0F: 2 clusters Score -2495798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2480519.750000 Penalty: 2991.293701
	Iteration 0F: 3 clusters Score -2480520 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2486255.750000 Penalty: 2991.293701
	Iteration 1F: 3 clusters Score -2486256 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2486844.250000 Penalty: 2991.293701
	Iteration 2F: 3 clusters Score -2486844 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2487480.000000 Penalty: 2991.293701
	Iteration 3F: 3 clusters Score -2487480 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2488214.750000 Penalty: 2991.293701
	Iteration 4F: 3 clusters Score -2488215 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2489020.500000 Penalty: 2991.293701
	Iteration 5F: 3 clusters Score -2489020 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2489964.000000 Penalty: 2991.293701
	Iteration 6F: 3 clusters Score -2489964 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2490868.250000 Penalty: 2991.293701
	Iteration 7F: 3 clusters Score -2490868 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2491811.750000 Penalty: 2991.293701
	Iteration 8F: 3 clusters Score -2491812 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2492771.000000 Penalty: 2991.293701
	Iteration 9F: 3 clusters Score -2492771 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2493576.500000 Penalty: 2991.293701
	Iteration 10Q: 3 clusters Score -2493576 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2494314.500000 Penalty: 2991.293701
	Iteration 11Q: 3 clusters Score -2494314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2494973.500000 Penalty: 2991.293701
	Iteration 12Q: 3 clusters Score -2494974 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2495619.750000 Penalty: 2991.293701
	Iteration 13Q: 3 clusters Score -2495620 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2496233.250000 Penalty: 2991.293701
	Iteration 14Q: 3 clusters Score -2496233 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2496566.250000 Penalty: 2991.293701
	Iteration 15Q: 3 clusters Score -2496566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2496688.500000 Penalty: 2991.293701
	Iteration 16Q: 3 clusters Score -2496688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2496717.250000 Penalty: 2991.293701
	Iteration 17Q: 3 clusters Score -2496717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2496722.250000 Penalty: 2991.293701
	Iteration 18Q: 3 clusters Score -2496722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2496723.250000 Penalty: 2991.293701
	Iteration 19Q: 3 clusters Score -2496723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2496728.000000 Penalty: 2991.293701
	Iteration 20F: 3 clusters Score -2496728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2496724.250000 Penalty: 2991.293701
	Iteration 21Q: 3 clusters Score -2496724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2496727.250000 Penalty: 2991.293701
	Iteration 22Q: 3 clusters Score -2496727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2496725.500000 Penalty: 2991.293701
	Iteration 23Q: 3 clusters Score -2496726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2496727.500000 Penalty: 2991.293701
	Iteration 24Q: 3 clusters Score -2496728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2496727.500000 Penalty: 2991.293701
	Iteration 25F: 3 clusters Score -2496728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 10772 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Entering Unmasked Estep 
Score: -110923584.000000 Penalty: 76083.507812
Splitting cluster 3 changes total score from -110917256.000000 to -110923584.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -513155.437500 Penalty: 1261.624756
	Iteration 0F: 2 clusters Score -513155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -509604.937500 Penalty: 2523.249512
	Iteration 0F: 3 clusters Score -509604.9 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -510700.281250 Penalty: 2523.249512
	Iteration 1F: 3 clusters Score -510700.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -511013.656250 Penalty: 2523.249512
	Iteration 2F: 3 clusters Score -511013.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -511255.750000 Penalty: 2523.249512
	Iteration 3F: 3 clusters Score -511255.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -511433.437500 Penalty: 2523.249512
	Iteration 4F: 3 clusters Score -511433.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -511574.062500 Penalty: 2523.249512
	Iteration 5Q: 3 clusters Score -511574.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -511718.656250 Penalty: 2523.249512
	Iteration 6Q: 3 clusters Score -511718.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -511895.906250 Penalty: 2523.249512
	Iteration 7Q: 3 clusters Score -511895.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -512130.218750 Penalty: 2523.249512
	Iteration 8Q: 3 clusters Score -512130.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -512416.500000 Penalty: 2523.249512
	Iteration 9Q: 3 clusters Score -512416.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -512656.062500 Penalty: 2523.249512
	Iteration 10Q: 3 clusters Score -512656.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -512796.593750 Penalty: 2523.249512
	Iteration 11Q: 3 clusters Score -512796.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -512876.125000 Penalty: 2523.249512
	Iteration 12Q: 3 clusters Score -512876.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -512928.687500 Penalty: 2523.249512
	Iteration 13Q: 3 clusters Score -512928.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -512985.000000 Penalty: 2523.249512
	Iteration 14Q: 3 clusters Score -512985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -513046.656250 Penalty: 2523.249512
	Iteration 15Q: 3 clusters Score -513046.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -513106.531250 Penalty: 2523.249512
	Iteration 16Q: 3 clusters Score -513106.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -513179.250000 Penalty: 2523.249512
	Iteration 17Q: 3 clusters Score -513179.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -513279.093750 Penalty: 2523.249512
	Iteration 18Q: 3 clusters Score -513279.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -513386.937500 Penalty: 2523.249512
	Iteration 19Q: 3 clusters Score -513386.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -513465.687500 Penalty: 2523.249512
	Iteration 20F: 3 clusters Score -513465.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -513536.312500 Penalty: 2523.249512
	Iteration 21Q: 3 clusters Score -513536.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -513595.312500 Penalty: 2523.249512
	Iteration 22Q: 3 clusters Score -513595.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -513639.468750 Penalty: 2523.249512
	Iteration 23Q: 3 clusters Score -513639.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -513682.468750 Penalty: 2523.249512
	Iteration 24Q: 3 clusters Score -513682.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -513715.468750 Penalty: 2523.249512
	Iteration 25Q: 3 clusters Score -513715.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -513735.906250 Penalty: 2523.249512
	Iteration 26Q: 3 clusters Score -513735.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -513749.843750 Penalty: 2523.249512
	Iteration 27Q: 3 clusters Score -513749.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -513757.500000 Penalty: 2523.249512
	Iteration 28Q: 3 clusters Score -513757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -513760.406250 Penalty: 2523.249512
	Iteration 29Q: 3 clusters Score -513760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -513762.750000 Penalty: 2523.249512
	Iteration 30Q: 3 clusters Score -513762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -513764.500000 Penalty: 2523.249512
	Iteration 31Q: 3 clusters Score -513764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -513766.718750 Penalty: 2523.249512
	Iteration 32Q: 3 clusters Score -513766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -513768.156250 Penalty: 2523.249512
	Iteration 33Q: 3 clusters Score -513768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -513769.625000 Penalty: 2523.249512
	Iteration 34Q: 3 clusters Score -513769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -513769.062500 Penalty: 2523.249512
	Iteration 35Q: 3 clusters Score -513769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -513770.687500 Penalty: 2523.249512
	Iteration 36Q: 3 clusters Score -513770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -513772.906250 Penalty: 2523.249512
	Iteration 37Q: 3 clusters Score -513772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -513776.000000 Penalty: 2523.249512
	Iteration 38Q: 3 clusters Score -513776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -513779.218750 Penalty: 2523.249512
	Iteration 39Q: 3 clusters Score -513779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -513781.156250 Penalty: 2523.249512
	Iteration 40F: 3 clusters Score -513781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -513784.750000 Penalty: 2523.249512
	Iteration 41Q: 3 clusters Score -513784.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -513789.031250 Penalty: 2523.249512
	Iteration 42Q: 3 clusters Score -513789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -513795.531250 Penalty: 2523.249512
	Iteration 43Q: 3 clusters Score -513795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -513800.875000 Penalty: 2523.249512
	Iteration 44Q: 3 clusters Score -513800.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -513806.281250 Penalty: 2523.249512
	Iteration 45Q: 3 clusters Score -513806.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -513812.500000 Penalty: 2523.249512
	Iteration 46Q: 3 clusters Score -513812.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -513825.562500 Penalty: 2523.249512
	Iteration 47Q: 3 clusters Score -513825.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -513834.312500 Penalty: 2523.249512
	Iteration 48Q: 3 clusters Score -513834.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -513846.750000 Penalty: 2523.249512
	Iteration 49Q: 3 clusters Score -513846.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -513861.500000 Penalty: 2523.249512
	Iteration 50Q: 3 clusters Score -513861.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -513878.125000 Penalty: 2523.249512
	Iteration 51Q: 3 clusters Score -513878.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -513889.968750 Penalty: 2523.249512
	Iteration 52Q: 3 clusters Score -513890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -513910.562500 Penalty: 2523.249512
	Iteration 53Q: 3 clusters Score -513910.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -513924.937500 Penalty: 2523.249512
	Iteration 54Q: 3 clusters Score -513924.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -513934.937500 Penalty: 2523.249512
	Iteration 55Q: 3 clusters Score -513934.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -513946.656250 Penalty: 2523.249512
	Iteration 56Q: 3 clusters Score -513946.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -513951.000000 Penalty: 2523.249512
	Iteration 57Q: 3 clusters Score -513951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -513954.125000 Penalty: 2523.249512
	Iteration 58Q: 3 clusters Score -513954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -513956.531250 Penalty: 2523.249512
	Iteration 59Q: 3 clusters Score -513956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -513959.156250 Penalty: 2523.249512
	Iteration 60F: 3 clusters Score -513959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -513960.468750 Penalty: 2523.249512
	Iteration 61Q: 3 clusters Score -513960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -513960.656250 Penalty: 2523.249512
	Iteration 62Q: 3 clusters Score -513960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -513961.250000 Penalty: 2523.249512
	Iteration 63Q: 3 clusters Score -513961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -513961.250000 Penalty: 2523.249512
	Iteration 64F: 3 clusters Score -513961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 10772 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Entering Unmasked Estep 
Score: -110923504.000000 Penalty: 78139.828125
Splitting cluster 4 changes total score from -110917256.000000 to -110923504.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (9939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Entering Unmasked Estep 
Score: -993625.437500 Penalty: 1369.588257
	Iteration 0F: 2 clusters Score -993625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -986955.375000 Penalty: 2739.176514
	Iteration 0F: 3 clusters Score -986955.4 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -989511.312500 Penalty: 2739.176514
	Iteration 1F: 3 clusters Score -989511.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -990063.375000 Penalty: 2739.176514
	Iteration 2F: 3 clusters Score -990063.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -990599.437500 Penalty: 2739.176514
	Iteration 3F: 3 clusters Score -990599.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -991105.250000 Penalty: 2739.176514
	Iteration 4F: 3 clusters Score -991105.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -991588.500000 Penalty: 2739.176514
	Iteration 5F: 3 clusters Score -991588.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -992059.312500 Penalty: 2739.176514
	Iteration 6F: 3 clusters Score -992059.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -992462.125000 Penalty: 2739.176514
	Iteration 7Q: 3 clusters Score -992462.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -992744.125000 Penalty: 2739.176514
	Iteration 8Q: 3 clusters Score -992744.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -992953.437500 Penalty: 2739.176514
	Iteration 9Q: 3 clusters Score -992953.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -993112.125000 Penalty: 2739.176514
	Iteration 10Q: 3 clusters Score -993112.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -993255.812500 Penalty: 2739.176514
	Iteration 11Q: 3 clusters Score -993255.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -993412.312500 Penalty: 2739.176514
	Iteration 12Q: 3 clusters Score -993412.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -993573.875000 Penalty: 2739.176514
	Iteration 13Q: 3 clusters Score -993573.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -993726.875000 Penalty: 2739.176514
	Iteration 14Q: 3 clusters Score -993726.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -993841.812500 Penalty: 2739.176514
	Iteration 15Q: 3 clusters Score -993841.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -993915.937500 Penalty: 2739.176514
	Iteration 16Q: 3 clusters Score -993915.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -993963.437500 Penalty: 2739.176514
	Iteration 17Q: 3 clusters Score -993963.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -993996.187500 Penalty: 2739.176514
	Iteration 18Q: 3 clusters Score -993996.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -994014.687500 Penalty: 2739.176514
	Iteration 19Q: 3 clusters Score -994014.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -994030.312500 Penalty: 2739.176514
	Iteration 20F: 3 clusters Score -994030.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -994041.500000 Penalty: 2739.176514
	Iteration 21Q: 3 clusters Score -994041.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -994051.562500 Penalty: 2739.176514
	Iteration 22Q: 3 clusters Score -994051.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -994058.875000 Penalty: 2739.176514
	Iteration 23Q: 3 clusters Score -994058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -994069.687500 Penalty: 2739.176514
	Iteration 24Q: 3 clusters Score -994069.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -994080.312500 Penalty: 2739.176514
	Iteration 25Q: 3 clusters Score -994080.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -994088.750000 Penalty: 2739.176514
	Iteration 26Q: 3 clusters Score -994088.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -994097.875000 Penalty: 2739.176514
	Iteration 27Q: 3 clusters Score -994097.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -994105.750000 Penalty: 2739.176514
	Iteration 28Q: 3 clusters Score -994105.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -994111.562500 Penalty: 2739.176514
	Iteration 29Q: 3 clusters Score -994111.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -994115.187500 Penalty: 2739.176514
	Iteration 30Q: 3 clusters Score -994115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -994121.250000 Penalty: 2739.176514
	Iteration 31Q: 3 clusters Score -994121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -994124.687500 Penalty: 2739.176514
	Iteration 32Q: 3 clusters Score -994124.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -994127.812500 Penalty: 2739.176514
	Iteration 33Q: 3 clusters Score -994127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -994133.437500 Penalty: 2739.176514
	Iteration 34Q: 3 clusters Score -994133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -994135.437500 Penalty: 2739.176514
	Iteration 35Q: 3 clusters Score -994135.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -994139.312500 Penalty: 2739.176514
	Iteration 36Q: 3 clusters Score -994139.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -994148.062500 Penalty: 2739.176514
	Iteration 37Q: 3 clusters Score -994148.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -994156.937500 Penalty: 2739.176514
	Iteration 38Q: 3 clusters Score -994156.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -994164.625000 Penalty: 2739.176514
	Iteration 39Q: 3 clusters Score -994164.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -994176.125000 Penalty: 2739.176514
	Iteration 40F: 3 clusters Score -994176.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -994185.562500 Penalty: 2739.176514
	Iteration 41Q: 3 clusters Score -994185.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -994199.187500 Penalty: 2739.176514
	Iteration 42Q: 3 clusters Score -994199.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -994213.312500 Penalty: 2739.176514
	Iteration 43Q: 3 clusters Score -994213.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -994234.312500 Penalty: 2739.176514
	Iteration 44Q: 3 clusters Score -994234.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -994250.250000 Penalty: 2739.176514
	Iteration 45Q: 3 clusters Score -994250.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -994263.375000 Penalty: 2739.176514
	Iteration 46Q: 3 clusters Score -994263.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -994273.750000 Penalty: 2739.176514
	Iteration 47Q: 3 clusters Score -994273.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -994289.437500 Penalty: 2739.176514
	Iteration 48Q: 3 clusters Score -994289.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -994327.812500 Penalty: 2739.176514
	Iteration 49Q: 3 clusters Score -994327.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -994371.625000 Penalty: 2739.176514
	Iteration 50Q: 3 clusters Score -994371.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -994433.437500 Penalty: 2739.176514
	Iteration 51Q: 3 clusters Score -994433.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -994491.750000 Penalty: 2739.176514
	Iteration 52Q: 3 clusters Score -994491.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -994537.000000 Penalty: 2739.176514
	Iteration 53Q: 3 clusters Score -994537 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -994572.000000 Penalty: 2739.176514
	Iteration 54Q: 3 clusters Score -994572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -994604.875000 Penalty: 2739.176514
	Iteration 55Q: 3 clusters Score -994604.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -994633.562500 Penalty: 2739.176514
	Iteration 56Q: 3 clusters Score -994633.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -994662.187500 Penalty: 2739.176514
	Iteration 57Q: 3 clusters Score -994662.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -994696.750000 Penalty: 2739.176514
	Iteration 58Q: 3 clusters Score -994696.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -994720.500000 Penalty: 2739.176514
	Iteration 59Q: 3 clusters Score -994720.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -994768.937500 Penalty: 2739.176514
	Iteration 60F: 3 clusters Score -994768.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -994807.062500 Penalty: 2739.176514
	Iteration 61Q: 3 clusters Score -994807.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -994830.687500 Penalty: 2739.176514
	Iteration 62Q: 3 clusters Score -994830.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -994856.937500 Penalty: 2739.176514
	Iteration 63Q: 3 clusters Score -994856.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -994878.375000 Penalty: 2739.176514
	Iteration 64Q: 3 clusters Score -994878.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -994888.500000 Penalty: 2739.176514
	Iteration 65Q: 3 clusters Score -994888.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -994901.187500 Penalty: 2739.176514
	Iteration 66Q: 3 clusters Score -994901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -994909.375000 Penalty: 2739.176514
	Iteration 67Q: 3 clusters Score -994909.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -994914.875000 Penalty: 2739.176514
	Iteration 68Q: 3 clusters Score -994914.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -994920.250000 Penalty: 2739.176514
	Iteration 69Q: 3 clusters Score -994920.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -994922.562500 Penalty: 2739.176514
	Iteration 70Q: 3 clusters Score -994922.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -994927.500000 Penalty: 2739.176514
	Iteration 71Q: 3 clusters Score -994927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -994929.500000 Penalty: 2739.176514
	Iteration 72Q: 3 clusters Score -994929.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -994935.562500 Penalty: 2739.176514
	Iteration 73Q: 3 clusters Score -994935.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -994935.875000 Penalty: 2739.176514
	Iteration 74Q: 3 clusters Score -994935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -994938.312500 Penalty: 2739.176514
	Iteration 75Q: 3 clusters Score -994938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -994940.687500 Penalty: 2739.176514
	Iteration 76Q: 3 clusters Score -994940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -994941.625000 Penalty: 2739.176514
	Iteration 77Q: 3 clusters Score -994941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -994943.000000 Penalty: 2739.176514
	Iteration 78Q: 3 clusters Score -994943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -994940.937500 Penalty: 2739.176514
	Iteration 79Q: 3 clusters Score -994940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -994943.750000 Penalty: 2739.176514
	Iteration 80F: 3 clusters Score -994943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -994946.187500 Penalty: 2739.176514
	Iteration 81Q: 3 clusters Score -994946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -994949.562500 Penalty: 2739.176514
	Iteration 82Q: 3 clusters Score -994949.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -994953.312500 Penalty: 2739.176514
	Iteration 83Q: 3 clusters Score -994953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -994960.500000 Penalty: 2739.176514
	Iteration 84Q: 3 clusters Score -994960.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -994963.125000 Penalty: 2739.176514
	Iteration 85Q: 3 clusters Score -994963.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -994971.562500 Penalty: 2739.176514
	Iteration 86Q: 3 clusters Score -994971.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -994976.875000 Penalty: 2739.176514
	Iteration 87Q: 3 clusters Score -994976.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -994982.062500 Penalty: 2739.176514
	Iteration 88Q: 3 clusters Score -994982.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -994987.125000 Penalty: 2739.176514
	Iteration 89Q: 3 clusters Score -994987.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -994992.562500 Penalty: 2739.176514
	Iteration 90Q: 3 clusters Score -994992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -994995.375000 Penalty: 2739.176514
	Iteration 91Q: 3 clusters Score -994995.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -994998.125000 Penalty: 2739.176514
	Iteration 92Q: 3 clusters Score -994998.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -995001.250000 Penalty: 2739.176514
	Iteration 93Q: 3 clusters Score -995001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -995004.187500 Penalty: 2739.176514
	Iteration 94Q: 3 clusters Score -995004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -995007.250000 Penalty: 2739.176514
	Iteration 95Q: 3 clusters Score -995007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -995009.437500 Penalty: 2739.176514
	Iteration 96Q: 3 clusters Score -995009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -995012.187500 Penalty: 2739.176514
	Iteration 97Q: 3 clusters Score -995012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -995013.062500 Penalty: 2739.176514
	Iteration 98Q: 3 clusters Score -995013.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -995013.312500 Penalty: 2739.176514
	Iteration 99Q: 3 clusters Score -995013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -995015.500000 Penalty: 2739.176514
	Iteration 100F: 3 clusters Score -995015.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -995018.312500 Penalty: 2739.176514
	Iteration 101Q: 3 clusters Score -995018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -995017.875000 Penalty: 2739.176514
	Iteration 102Q: 3 clusters Score -995017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -995017.062500 Penalty: 2739.176514
	Iteration 103Q: 3 clusters Score -995017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -995021.875000 Penalty: 2739.176514
	Iteration 104Q: 3 clusters Score -995021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -995022.625000 Penalty: 2739.176514
	Iteration 105Q: 3 clusters Score -995022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -995023.625000 Penalty: 2739.176514
	Iteration 106Q: 3 clusters Score -995023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -995023.062500 Penalty: 2739.176514
	Iteration 107Q: 3 clusters Score -995023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -995024.187500 Penalty: 2739.176514
	Iteration 108Q: 3 clusters Score -995024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -995024.500000 Penalty: 2739.176514
	Iteration 109Q: 3 clusters Score -995024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -995027.312500 Penalty: 2739.176514
	Iteration 110Q: 3 clusters Score -995027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -995026.187500 Penalty: 2739.176514
	Iteration 111Q: 3 clusters Score -995026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -995026.000000 Penalty: 2739.176514
	Iteration 112Q: 3 clusters Score -995026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -995028.187500 Penalty: 2739.176514
	Iteration 113Q: 3 clusters Score -995028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -995027.500000 Penalty: 2739.176514
	Iteration 114Q: 3 clusters Score -995027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -995028.000000 Penalty: 2739.176514
	Iteration 115Q: 3 clusters Score -995028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -995025.562500 Penalty: 2739.176514
	Iteration 116Q: 3 clusters Score -995025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -995027.250000 Penalty: 2739.176514
	Iteration 117Q: 3 clusters Score -995027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -995028.562500 Penalty: 2739.176514
	Iteration 118Q: 3 clusters Score -995028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -995030.000000 Penalty: 2739.176514
	Iteration 119Q: 3 clusters Score -995030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -995031.437500 Penalty: 2739.176514
	Iteration 120F: 3 clusters Score -995031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -995029.000000 Penalty: 2739.176514
	Iteration 121Q: 3 clusters Score -995029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -995029.625000 Penalty: 2739.176514
	Iteration 122Q: 3 clusters Score -995029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -995030.000000 Penalty: 2739.176514
	Iteration 123Q: 3 clusters Score -995030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -995030.000000 Penalty: 2739.176514
	Iteration 124F: 3 clusters Score -995030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10772 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Entering Unmasked Estep 
Score: -110924328.000000 Penalty: 80196.132812
Splitting cluster 5 changes total score from -110917256.000000 to -110924328.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (10772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Entering Unmasked Estep 
Score: -1191459.625000 Penalty: 1381.564209
	Iteration 0F: 2 clusters Score -1191460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1184277.250000 Penalty: 2763.128418
	Iteration 0F: 3 clusters Score -1184277 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1186918.250000 Penalty: 2763.128418
	Iteration 1F: 3 clusters Score -1186918 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1187448.500000 Penalty: 2763.128418
	Iteration 2F: 3 clusters Score -1187448 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1188002.125000 Penalty: 2763.128418
	Iteration 3F: 3 clusters Score -1188002 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1188671.250000 Penalty: 2763.128418
	Iteration 4F: 3 clusters Score -1188671 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1189392.875000 Penalty: 2763.128418
	Iteration 5F: 3 clusters Score -1189393 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1190115.875000 Penalty: 2763.128418
	Iteration 6F: 3 clusters Score -1190116 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1190610.500000 Penalty: 2763.128418
	Iteration 7F: 3 clusters Score -1190610 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1190935.000000 Penalty: 2763.128418
	Iteration 8Q: 3 clusters Score -1190935 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1191103.250000 Penalty: 2763.128418
	Iteration 9Q: 3 clusters Score -1191103 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1191205.750000 Penalty: 2763.128418
	Iteration 10Q: 3 clusters Score -1191206 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1191272.125000 Penalty: 2763.128418
	Iteration 11Q: 3 clusters Score -1191272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1191331.625000 Penalty: 2763.128418
	Iteration 12Q: 3 clusters Score -1191332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1191371.000000 Penalty: 2763.128418
	Iteration 13Q: 3 clusters Score -1191371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1191413.000000 Penalty: 2763.128418
	Iteration 14Q: 3 clusters Score -1191413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1191458.125000 Penalty: 2763.128418
	Iteration 15Q: 3 clusters Score -1191458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1191506.625000 Penalty: 2763.128418
	Iteration 16Q: 3 clusters Score -1191507 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1191555.250000 Penalty: 2763.128418
	Iteration 17Q: 3 clusters Score -1191555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1191604.375000 Penalty: 2763.128418
	Iteration 18Q: 3 clusters Score -1191604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1191661.000000 Penalty: 2763.128418
	Iteration 19Q: 3 clusters Score -1191661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1191707.750000 Penalty: 2763.128418
	Iteration 20F: 3 clusters Score -1191708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1191745.500000 Penalty: 2763.128418
	Iteration 21Q: 3 clusters Score -1191746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1191769.375000 Penalty: 2763.128418
	Iteration 22Q: 3 clusters Score -1191769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1191787.750000 Penalty: 2763.128418
	Iteration 23Q: 3 clusters Score -1191788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1191791.000000 Penalty: 2763.128418
	Iteration 24Q: 3 clusters Score -1191791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1191796.375000 Penalty: 2763.128418
	Iteration 25Q: 3 clusters Score -1191796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1191802.375000 Penalty: 2763.128418
	Iteration 26Q: 3 clusters Score -1191802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1191810.750000 Penalty: 2763.128418
	Iteration 27Q: 3 clusters Score -1191811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1191816.125000 Penalty: 2763.128418
	Iteration 28Q: 3 clusters Score -1191816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1191816.500000 Penalty: 2763.128418
	Iteration 29Q: 3 clusters Score -1191816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1191815.000000 Penalty: 2763.128418
	Iteration 30Q: 3 clusters Score -1191815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1191819.250000 Penalty: 2763.128418
	Iteration 31Q: 3 clusters Score -1191819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1191819.250000 Penalty: 2763.128418
	Iteration 32Q: 3 clusters Score -1191819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1191825.000000 Penalty: 2763.128418
	Iteration 33Q: 3 clusters Score -1191825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1191826.875000 Penalty: 2763.128418
	Iteration 34Q: 3 clusters Score -1191827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1191826.750000 Penalty: 2763.128418
	Iteration 35Q: 3 clusters Score -1191827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1191828.750000 Penalty: 2763.128418
	Iteration 36Q: 3 clusters Score -1191829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1191830.625000 Penalty: 2763.128418
	Iteration 37Q: 3 clusters Score -1191831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1191833.500000 Penalty: 2763.128418
	Iteration 38Q: 3 clusters Score -1191834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1191832.000000 Penalty: 2763.128418
	Iteration 39Q: 3 clusters Score -1191832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1191832.125000 Penalty: 2763.128418
	Iteration 40F: 3 clusters Score -1191832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1191831.250000 Penalty: 2763.128418
	Iteration 41Q: 3 clusters Score -1191831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1191831.375000 Penalty: 2763.128418
	Iteration 42Q: 3 clusters Score -1191831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1191831.750000 Penalty: 2763.128418
	Iteration 43Q: 3 clusters Score -1191832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1191830.750000 Penalty: 2763.128418
	Iteration 44Q: 3 clusters Score -1191831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1191830.750000 Penalty: 2763.128418
	Iteration 45F: 3 clusters Score -1191831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Entering Unmasked Estep 
Score: -110924152.000000 Penalty: 82252.445312
Splitting cluster 6 changes total score from -110917256.000000 to -110924152.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 7 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -75236.773438 Penalty: 1045.664429
	Iteration 0F: 2 clusters Score -75236.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -74133.000000 Penalty: 2091.328857
	Iteration 0F: 3 clusters Score -74133 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75246.015625 Penalty: 2091.328857
	Iteration 1F: 3 clusters Score -75246.02 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76062.218750 Penalty: 2091.328857
	Iteration 2F: 3 clusters Score -76062.22 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76542.867188 Penalty: 2091.328857
	Iteration 3F: 3 clusters Score -76542.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76790.273438 Penalty: 2091.328857
	Iteration 4Q: 3 clusters Score -76790.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76957.367188 Penalty: 2091.328857
	Iteration 5Q: 3 clusters Score -76957.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -77045.976562 Penalty: 2091.328857
	Iteration 6Q: 3 clusters Score -77045.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77057.195312 Penalty: 2091.328857
	Iteration 7Q: 3 clusters Score -77057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77066.312500 Penalty: 2091.328857
	Iteration 8Q: 3 clusters Score -77066.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77081.335938 Penalty: 2091.328857
	Iteration 9Q: 3 clusters Score -77081.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77086.257812 Penalty: 2091.328857
	Iteration 10Q: 3 clusters Score -77086.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77087.078125 Penalty: 2091.328857
	Iteration 11Q: 3 clusters Score -77087.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77087.078125 Penalty: 2091.328857
	Iteration 12F: 3 clusters Score -77087.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Entering Unmasked Estep 
Score: -110924856.000000 Penalty: 84308.757812
Splitting cluster 7 changes total score from -110917256.000000 to -110924856.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -457199.656250 Penalty: 1242.297729
	Iteration 0F: 2 clusters Score -457199.7 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 2124 members 
Entering Unmasked Estep 
Score: -453965.875000 Penalty: 2484.595459
	Iteration 0F: 3 clusters Score -453965.9 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -454911.125000 Penalty: 2484.595459
	Iteration 1F: 3 clusters Score -454911.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -455135.625000 Penalty: 2484.595459
	Iteration 2F: 3 clusters Score -455135.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -455298.843750 Penalty: 2484.595459
	Iteration 3F: 3 clusters Score -455298.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -455390.437500 Penalty: 2484.595459
	Iteration 4Q: 3 clusters Score -455390.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -455452.250000 Penalty: 2484.595459
	Iteration 5Q: 3 clusters Score -455452.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -455505.812500 Penalty: 2484.595459
	Iteration 6Q: 3 clusters Score -455505.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -455555.375000 Penalty: 2484.595459
	Iteration 7Q: 3 clusters Score -455555.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -455599.187500 Penalty: 2484.595459
	Iteration 8Q: 3 clusters Score -455599.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -455638.062500 Penalty: 2484.595459
	Iteration 9Q: 3 clusters Score -455638.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -455672.781250 Penalty: 2484.595459
	Iteration 10Q: 3 clusters Score -455672.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -455706.312500 Penalty: 2484.595459
	Iteration 11Q: 3 clusters Score -455706.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -455740.250000 Penalty: 2484.595459
	Iteration 12Q: 3 clusters Score -455740.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -455777.906250 Penalty: 2484.595459
	Iteration 13Q: 3 clusters Score -455777.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -455812.250000 Penalty: 2484.595459
	Iteration 14Q: 3 clusters Score -455812.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -455847.062500 Penalty: 2484.595459
	Iteration 15Q: 3 clusters Score -455847.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -455885.625000 Penalty: 2484.595459
	Iteration 16Q: 3 clusters Score -455885.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -455922.562500 Penalty: 2484.595459
	Iteration 17Q: 3 clusters Score -455922.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -455963.093750 Penalty: 2484.595459
	Iteration 18Q: 3 clusters Score -455963.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456010.218750 Penalty: 2484.595459
	Iteration 19Q: 3 clusters Score -456010.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -456045.906250 Penalty: 2484.595459
	Iteration 20F: 3 clusters Score -456045.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -456073.156250 Penalty: 2484.595459
	Iteration 21Q: 3 clusters Score -456073.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -456102.250000 Penalty: 2484.595459
	Iteration 22Q: 3 clusters Score -456102.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -456127.531250 Penalty: 2484.595459
	Iteration 23Q: 3 clusters Score -456127.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -456156.531250 Penalty: 2484.595459
	Iteration 24Q: 3 clusters Score -456156.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -456185.125000 Penalty: 2484.595459
	Iteration 25Q: 3 clusters Score -456185.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -456210.312500 Penalty: 2484.595459
	Iteration 26Q: 3 clusters Score -456210.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -456245.406250 Penalty: 2484.595459
	Iteration 27Q: 3 clusters Score -456245.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -456282.843750 Penalty: 2484.595459
	Iteration 28Q: 3 clusters Score -456282.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -456312.750000 Penalty: 2484.595459
	Iteration 29Q: 3 clusters Score -456312.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456333.593750 Penalty: 2484.595459
	Iteration 30Q: 3 clusters Score -456333.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456349.093750 Penalty: 2484.595459
	Iteration 31Q: 3 clusters Score -456349.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456359.781250 Penalty: 2484.595459
	Iteration 32Q: 3 clusters Score -456359.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -456375.781250 Penalty: 2484.595459
	Iteration 33Q: 3 clusters Score -456375.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -456384.656250 Penalty: 2484.595459
	Iteration 34Q: 3 clusters Score -456384.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -456390.312500 Penalty: 2484.595459
	Iteration 35Q: 3 clusters Score -456390.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -456395.406250 Penalty: 2484.595459
	Iteration 36Q: 3 clusters Score -456395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -456402.437500 Penalty: 2484.595459
	Iteration 37Q: 3 clusters Score -456402.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -456407.375000 Penalty: 2484.595459
	Iteration 38Q: 3 clusters Score -456407.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -456412.812500 Penalty: 2484.595459
	Iteration 39Q: 3 clusters Score -456412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -456417.375000 Penalty: 2484.595459
	Iteration 40F: 3 clusters Score -456417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -456421.750000 Penalty: 2484.595459
	Iteration 41Q: 3 clusters Score -456421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -456425.500000 Penalty: 2484.595459
	Iteration 42Q: 3 clusters Score -456425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -456427.687500 Penalty: 2484.595459
	Iteration 43Q: 3 clusters Score -456427.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -456431.281250 Penalty: 2484.595459
	Iteration 44Q: 3 clusters Score -456431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -456434.125000 Penalty: 2484.595459
	Iteration 45Q: 3 clusters Score -456434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -456435.531250 Penalty: 2484.595459
	Iteration 46Q: 3 clusters Score -456435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -456437.687500 Penalty: 2484.595459
	Iteration 47Q: 3 clusters Score -456437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -456437.968750 Penalty: 2484.595459
	Iteration 48Q: 3 clusters Score -456438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -456438.750000 Penalty: 2484.595459
	Iteration 49Q: 3 clusters Score -456438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -456438.656250 Penalty: 2484.595459
	Iteration 50Q: 3 clusters Score -456438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -456438.656250 Penalty: 2484.595459
	Iteration 51F: 3 clusters Score -456438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -466437.718750 Penalty: 1240.312134
	Iteration 0F: 2 clusters Score -466437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -463249.687500 Penalty: 2480.624268
	Iteration 0F: 3 clusters Score -463249.7 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -464125.718750 Penalty: 2480.624268
	Iteration 1F: 3 clusters Score -464125.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -464275.625000 Penalty: 2480.624268
	Iteration 2F: 3 clusters Score -464275.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -464383.656250 Penalty: 2480.624268
	Iteration 3Q: 3 clusters Score -464383.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -464453.937500 Penalty: 2480.624268
	Iteration 4Q: 3 clusters Score -464453.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -464501.812500 Penalty: 2480.624268
	Iteration 5Q: 3 clusters Score -464501.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -464531.781250 Penalty: 2480.624268
	Iteration 6Q: 3 clusters Score -464531.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -464555.656250 Penalty: 2480.624268
	Iteration 7Q: 3 clusters Score -464555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -464573.468750 Penalty: 2480.624268
	Iteration 8Q: 3 clusters Score -464573.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -464591.156250 Penalty: 2480.624268
	Iteration 9Q: 3 clusters Score -464591.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -464611.125000 Penalty: 2480.624268
	Iteration 10Q: 3 clusters Score -464611.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -464631.281250 Penalty: 2480.624268
	Iteration 11Q: 3 clusters Score -464631.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -464643.218750 Penalty: 2480.624268
	Iteration 12Q: 3 clusters Score -464643.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -464652.062500 Penalty: 2480.624268
	Iteration 13Q: 3 clusters Score -464652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -464661.781250 Penalty: 2480.624268
	Iteration 14Q: 3 clusters Score -464661.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -464670.062500 Penalty: 2480.624268
	Iteration 15Q: 3 clusters Score -464670.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -464677.406250 Penalty: 2480.624268
	Iteration 16Q: 3 clusters Score -464677.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -464682.093750 Penalty: 2480.624268
	Iteration 17Q: 3 clusters Score -464682.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -464688.750000 Penalty: 2480.624268
	Iteration 18Q: 3 clusters Score -464688.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -464696.062500 Penalty: 2480.624268
	Iteration 19Q: 3 clusters Score -464696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -464701.750000 Penalty: 2480.624268
	Iteration 20F: 3 clusters Score -464701.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -464711.000000 Penalty: 2480.624268
	Iteration 21Q: 3 clusters Score -464711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -464719.437500 Penalty: 2480.624268
	Iteration 22Q: 3 clusters Score -464719.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -464725.718750 Penalty: 2480.624268
	Iteration 23Q: 3 clusters Score -464725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -464730.000000 Penalty: 2480.624268
	Iteration 24Q: 3 clusters Score -464730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -464733.156250 Penalty: 2480.624268
	Iteration 25Q: 3 clusters Score -464733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -464736.031250 Penalty: 2480.624268
	Iteration 26Q: 3 clusters Score -464736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -464741.781250 Penalty: 2480.624268
	Iteration 27Q: 3 clusters Score -464741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -464745.937500 Penalty: 2480.624268
	Iteration 28Q: 3 clusters Score -464745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -464749.468750 Penalty: 2480.624268
	Iteration 29Q: 3 clusters Score -464749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -464753.500000 Penalty: 2480.624268
	Iteration 30Q: 3 clusters Score -464753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -464756.000000 Penalty: 2480.624268
	Iteration 31Q: 3 clusters Score -464756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -464758.250000 Penalty: 2480.624268
	Iteration 32Q: 3 clusters Score -464758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -464760.406250 Penalty: 2480.624268
	Iteration 33Q: 3 clusters Score -464760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -464761.406250 Penalty: 2480.624268
	Iteration 34Q: 3 clusters Score -464761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -464761.375000 Penalty: 2480.624268
	Iteration 35Q: 3 clusters Score -464761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -464764.000000 Penalty: 2480.624268
	Iteration 36Q: 3 clusters Score -464764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -464764.500000 Penalty: 2480.624268
	Iteration 37Q: 3 clusters Score -464764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -464765.125000 Penalty: 2480.624268
	Iteration 38Q: 3 clusters Score -464765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -464767.000000 Penalty: 2480.624268
	Iteration 39Q: 3 clusters Score -464767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -464766.875000 Penalty: 2480.624268
	Iteration 40F: 3 clusters Score -464766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -464769.125000 Penalty: 2480.624268
	Iteration 41Q: 3 clusters Score -464769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -464772.906250 Penalty: 2480.624268
	Iteration 42Q: 3 clusters Score -464772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -464776.593750 Penalty: 2480.624268
	Iteration 43Q: 3 clusters Score -464776.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -464782.593750 Penalty: 2480.624268
	Iteration 44Q: 3 clusters Score -464782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -464788.750000 Penalty: 2480.624268
	Iteration 45Q: 3 clusters Score -464788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -464795.093750 Penalty: 2480.624268
	Iteration 46Q: 3 clusters Score -464795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -464801.406250 Penalty: 2480.624268
	Iteration 47Q: 3 clusters Score -464801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -464807.343750 Penalty: 2480.624268
	Iteration 48Q: 3 clusters Score -464807.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -464811.687500 Penalty: 2480.624268
	Iteration 49Q: 3 clusters Score -464811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -464816.593750 Penalty: 2480.624268
	Iteration 50Q: 3 clusters Score -464816.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -464821.625000 Penalty: 2480.624268
	Iteration 51Q: 3 clusters Score -464821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -464827.125000 Penalty: 2480.624268
	Iteration 52Q: 3 clusters Score -464827.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -464834.218750 Penalty: 2480.624268
	Iteration 53Q: 3 clusters Score -464834.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -464840.437500 Penalty: 2480.624268
	Iteration 54Q: 3 clusters Score -464840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -464842.625000 Penalty: 2480.624268
	Iteration 55Q: 3 clusters Score -464842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -464845.125000 Penalty: 2480.624268
	Iteration 56Q: 3 clusters Score -464845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -464849.500000 Penalty: 2480.624268
	Iteration 57Q: 3 clusters Score -464849.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -464853.562500 Penalty: 2480.624268
	Iteration 58Q: 3 clusters Score -464853.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -464857.906250 Penalty: 2480.624268
	Iteration 59Q: 3 clusters Score -464857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -464862.468750 Penalty: 2480.624268
	Iteration 60F: 3 clusters Score -464862.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -464867.343750 Penalty: 2480.624268
	Iteration 61Q: 3 clusters Score -464867.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -464873.968750 Penalty: 2480.624268
	Iteration 62Q: 3 clusters Score -464874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -464882.750000 Penalty: 2480.624268
	Iteration 63Q: 3 clusters Score -464882.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -464889.156250 Penalty: 2480.624268
	Iteration 64Q: 3 clusters Score -464889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -464893.656250 Penalty: 2480.624268
	Iteration 65Q: 3 clusters Score -464893.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -464897.687500 Penalty: 2480.624268
	Iteration 66Q: 3 clusters Score -464897.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -464901.281250 Penalty: 2480.624268
	Iteration 67Q: 3 clusters Score -464901.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -464902.625000 Penalty: 2480.624268
	Iteration 68Q: 3 clusters Score -464902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -464905.187500 Penalty: 2480.624268
	Iteration 69Q: 3 clusters Score -464905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -464906.437500 Penalty: 2480.624268
	Iteration 70Q: 3 clusters Score -464906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -464909.343750 Penalty: 2480.624268
	Iteration 71Q: 3 clusters Score -464909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -464910.093750 Penalty: 2480.624268
	Iteration 72Q: 3 clusters Score -464910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -464912.343750 Penalty: 2480.624268
	Iteration 73Q: 3 clusters Score -464912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -464912.187500 Penalty: 2480.624268
	Iteration 74Q: 3 clusters Score -464912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -464913.875000 Penalty: 2480.624268
	Iteration 75Q: 3 clusters Score -464913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -464913.656250 Penalty: 2480.624268
	Iteration 76Q: 3 clusters Score -464913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -464915.218750 Penalty: 2480.624268
	Iteration 77Q: 3 clusters Score -464915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464914.718750 Penalty: 2480.624268
	Iteration 78Q: 3 clusters Score -464914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464915.562500 Penalty: 2480.624268
	Iteration 79Q: 3 clusters Score -464915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464916.312500 Penalty: 2480.624268
	Iteration 80F: 3 clusters Score -464916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -464917.000000 Penalty: 2480.624268
	Iteration 81Q: 3 clusters Score -464917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -464917.000000 Penalty: 2480.624268
	Iteration 82Q: 3 clusters Score -464917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -464917.437500 Penalty: 2480.624268
	Iteration 83Q: 3 clusters Score -464917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -464917.187500 Penalty: 2480.624268
	Iteration 84Q: 3 clusters Score -464917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464917.531250 Penalty: 2480.624268
	Iteration 85Q: 3 clusters Score -464917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464918.687500 Penalty: 2480.624268
	Iteration 86Q: 3 clusters Score -464918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -464919.187500 Penalty: 2480.624268
	Iteration 87Q: 3 clusters Score -464919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -464919.500000 Penalty: 2480.624268
	Iteration 88Q: 3 clusters Score -464919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -464919.812500 Penalty: 2480.624268
	Iteration 89Q: 3 clusters Score -464919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -464920.031250 Penalty: 2480.624268
	Iteration 90Q: 3 clusters Score -464920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -464920.218750 Penalty: 2480.624268
	Iteration 91Q: 3 clusters Score -464920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -464920.968750 Penalty: 2480.624268
	Iteration 92Q: 3 clusters Score -464921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -464922.031250 Penalty: 2480.624268
	Iteration 93Q: 3 clusters Score -464922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -464923.093750 Penalty: 2480.624268
	Iteration 94Q: 3 clusters Score -464923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464925.968750 Penalty: 2480.624268
	Iteration 95Q: 3 clusters Score -464926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -464927.968750 Penalty: 2480.624268
	Iteration 96Q: 3 clusters Score -464928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -464930.875000 Penalty: 2480.624268
	Iteration 97Q: 3 clusters Score -464930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -464934.437500 Penalty: 2480.624268
	Iteration 98Q: 3 clusters Score -464934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -464939.781250 Penalty: 2480.624268
	Iteration 99Q: 3 clusters Score -464939.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -464944.500000 Penalty: 2480.624268
	Iteration 100F: 3 clusters Score -464944.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -464949.375000 Penalty: 2480.624268
	Iteration 101Q: 3 clusters Score -464949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -464955.437500 Penalty: 2480.624268
	Iteration 102Q: 3 clusters Score -464955.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -464967.906250 Penalty: 2480.624268
	Iteration 103Q: 3 clusters Score -464967.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -464972.343750 Penalty: 2480.624268
	Iteration 104Q: 3 clusters Score -464972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -464977.156250 Penalty: 2480.624268
	Iteration 105Q: 3 clusters Score -464977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -464981.812500 Penalty: 2480.624268
	Iteration 106Q: 3 clusters Score -464981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -464986.656250 Penalty: 2480.624268
	Iteration 107Q: 3 clusters Score -464986.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -464991.625000 Penalty: 2480.624268
	Iteration 108Q: 3 clusters Score -464991.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -465000.625000 Penalty: 2480.624268
	Iteration 109Q: 3 clusters Score -465000.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -465009.656250 Penalty: 2480.624268
	Iteration 110Q: 3 clusters Score -465009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -465016.750000 Penalty: 2480.624268
	Iteration 111Q: 3 clusters Score -465016.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -465021.156250 Penalty: 2480.624268
	Iteration 112Q: 3 clusters Score -465021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -465024.593750 Penalty: 2480.624268
	Iteration 113Q: 3 clusters Score -465024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -465027.187500 Penalty: 2480.624268
	Iteration 114Q: 3 clusters Score -465027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -465028.218750 Penalty: 2480.624268
	Iteration 115Q: 3 clusters Score -465028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -465031.218750 Penalty: 2480.624268
	Iteration 116Q: 3 clusters Score -465031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -465034.000000 Penalty: 2480.624268
	Iteration 117Q: 3 clusters Score -465034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -465035.531250 Penalty: 2480.624268
	Iteration 118Q: 3 clusters Score -465035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -465037.031250 Penalty: 2480.624268
	Iteration 119Q: 3 clusters Score -465037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -465036.937500 Penalty: 2480.624268
	Iteration 120F: 3 clusters Score -465036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -465037.812500 Penalty: 2480.624268
	Iteration 121Q: 3 clusters Score -465037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -465038.656250 Penalty: 2480.624268
	Iteration 122Q: 3 clusters Score -465038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -465038.875000 Penalty: 2480.624268
	Iteration 123Q: 3 clusters Score -465038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -465040.250000 Penalty: 2480.624268
	Iteration 124Q: 3 clusters Score -465040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -465040.156250 Penalty: 2480.624268
	Iteration 125Q: 3 clusters Score -465040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -465040.156250 Penalty: 2480.624268
	Iteration 126F: 3 clusters Score -465040.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Entering Unmasked Estep 
Score: -3136214.500000 Penalty: 1520.705322
	Iteration 0F: 2 clusters Score -3136214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3118461.750000 Penalty: 3041.410645
	Iteration 0F: 3 clusters Score -3118462 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3125068.500000 Penalty: 3041.410645
	Iteration 1F: 3 clusters Score -3125068 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3125590.750000 Penalty: 3041.410645
	Iteration 2F: 3 clusters Score -3125591 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3126062.250000 Penalty: 3041.410645
	Iteration 3Q: 3 clusters Score -3126062 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3126634.250000 Penalty: 3041.410645
	Iteration 4Q: 3 clusters Score -3126634 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3127269.750000 Penalty: 3041.410645
	Iteration 5Q: 3 clusters Score -3127270 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3128087.250000 Penalty: 3041.410645
	Iteration 6F: 3 clusters Score -3128087 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3129066.500000 Penalty: 3041.410645
	Iteration 7F: 3 clusters Score -3129066 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3130133.000000 Penalty: 3041.410645
	Iteration 8F: 3 clusters Score -3130133 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3131251.250000 Penalty: 3041.410645
	Iteration 9F: 3 clusters Score -3131251 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3132251.500000 Penalty: 3041.410645
	Iteration 10F: 3 clusters Score -3132252 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3133073.250000 Penalty: 3041.410645
	Iteration 11Q: 3 clusters Score -3133073 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3133718.250000 Penalty: 3041.410645
	Iteration 12Q: 3 clusters Score -3133718 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3134268.250000 Penalty: 3041.410645
	Iteration 13Q: 3 clusters Score -3134268 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3134677.000000 Penalty: 3041.410645
	Iteration 14Q: 3 clusters Score -3134677 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3134976.250000 Penalty: 3041.410645
	Iteration 15Q: 3 clusters Score -3134976 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3135186.250000 Penalty: 3041.410645
	Iteration 16Q: 3 clusters Score -3135186 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3135307.250000 Penalty: 3041.410645
	Iteration 17Q: 3 clusters Score -3135307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3135372.750000 Penalty: 3041.410645
	Iteration 18Q: 3 clusters Score -3135373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3135418.750000 Penalty: 3041.410645
	Iteration 19Q: 3 clusters Score -3135419 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3135455.500000 Penalty: 3041.410645
	Iteration 20F: 3 clusters Score -3135456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3135479.000000 Penalty: 3041.410645
	Iteration 21Q: 3 clusters Score -3135479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3135482.250000 Penalty: 3041.410645
	Iteration 22Q: 3 clusters Score -3135482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3135491.250000 Penalty: 3041.410645
	Iteration 23Q: 3 clusters Score -3135491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3135499.250000 Penalty: 3041.410645
	Iteration 24Q: 3 clusters Score -3135499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3135499.250000 Penalty: 3041.410645
	Iteration 25Q: 3 clusters Score -3135499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3135496.750000 Penalty: 3041.410645
	Iteration 26Q: 3 clusters Score -3135497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3135509.500000 Penalty: 3041.410645
	Iteration 27Q: 3 clusters Score -3135510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3135506.750000 Penalty: 3041.410645
	Iteration 28Q: 3 clusters Score -3135507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3135509.250000 Penalty: 3041.410645
	Iteration 29Q: 3 clusters Score -3135509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3135515.000000 Penalty: 3041.410645
	Iteration 30Q: 3 clusters Score -3135515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3135512.000000 Penalty: 3041.410645
	Iteration 31Q: 3 clusters Score -3135512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3135512.500000 Penalty: 3041.410645
	Iteration 32Q: 3 clusters Score -3135512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3135520.000000 Penalty: 3041.410645
	Iteration 33Q: 3 clusters Score -3135520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3135518.000000 Penalty: 3041.410645
	Iteration 34Q: 3 clusters Score -3135518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3135518.500000 Penalty: 3041.410645
	Iteration 35Q: 3 clusters Score -3135518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3135519.250000 Penalty: 3041.410645
	Iteration 36Q: 3 clusters Score -3135519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3135522.250000 Penalty: 3041.410645
	Iteration 37Q: 3 clusters Score -3135522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3135525.250000 Penalty: 3041.410645
	Iteration 38Q: 3 clusters Score -3135525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3135523.250000 Penalty: 3041.410645
	Iteration 39Q: 3 clusters Score -3135523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3135522.000000 Penalty: 3041.410645
	Iteration 40F: 3 clusters Score -3135522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3135523.250000 Penalty: 3041.410645
	Iteration 41Q: 3 clusters Score -3135523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3135528.500000 Penalty: 3041.410645
	Iteration 42Q: 3 clusters Score -3135528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3135528.500000 Penalty: 3041.410645
	Iteration 43Q: 3 clusters Score -3135528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3135525.000000 Penalty: 3041.410645
	Iteration 44Q: 3 clusters Score -3135525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3135525.000000 Penalty: 3041.410645
	Iteration 45F: 3 clusters Score -3135525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Entering Unmasked Estep 
Score: -7490562.500000 Penalty: 1646.562256
	Iteration 0F: 2 clusters Score -7490562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -7449193.000000 Penalty: 3293.124512
	Iteration 0F: 3 clusters Score -7449193 nChanged 29718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -7465697.000000 Penalty: 3293.124512
	Iteration 1F: 3 clusters Score -7465697 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -7466336.000000 Penalty: 3293.124512
	Iteration 2Q: 3 clusters Score -7466336 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -7467035.500000 Penalty: 3293.124512
	Iteration 3Q: 3 clusters Score -7467036 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7467921.500000 Penalty: 3293.124512
	Iteration 4Q: 3 clusters Score -7467922 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -7469089.500000 Penalty: 3293.124512
	Iteration 5Q: 3 clusters Score -7469090 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7470756.500000 Penalty: 3293.124512
	Iteration 6F: 3 clusters Score -7470756 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -7473217.000000 Penalty: 3293.124512
	Iteration 7F: 3 clusters Score -7473217 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -7476471.000000 Penalty: 3293.124512
	Iteration 8F: 3 clusters Score -7476471 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -7480214.000000 Penalty: 3293.124512
	Iteration 9F: 3 clusters Score -7480214 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -7483581.000000 Penalty: 3293.124512
	Iteration 10F: 3 clusters Score -7483581 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -7486187.500000 Penalty: 3293.124512
	Iteration 11Q: 3 clusters Score -7486188 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -7487776.500000 Penalty: 3293.124512
	Iteration 12Q: 3 clusters Score -7487776 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -7488535.500000 Penalty: 3293.124512
	Iteration 13Q: 3 clusters Score -7488536 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -7488867.000000 Penalty: 3293.124512
	Iteration 14Q: 3 clusters Score -7488867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -7489014.500000 Penalty: 3293.124512
	Iteration 15Q: 3 clusters Score -7489014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -7489076.500000 Penalty: 3293.124512
	Iteration 16Q: 3 clusters Score -7489076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -7489123.500000 Penalty: 3293.124512
	Iteration 17Q: 3 clusters Score -7489124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -7489149.000000 Penalty: 3293.124512
	Iteration 18Q: 3 clusters Score -7489149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -7489170.000000 Penalty: 3293.124512
	Iteration 19Q: 3 clusters Score -7489170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -7489177.500000 Penalty: 3293.124512
	Iteration 20F: 3 clusters Score -7489178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -7489185.500000 Penalty: 3293.124512
	Iteration 21Q: 3 clusters Score -7489186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -7489191.500000 Penalty: 3293.124512
	Iteration 22Q: 3 clusters Score -7489192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -7489200.500000 Penalty: 3293.124512
	Iteration 23Q: 3 clusters Score -7489200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -7489216.000000 Penalty: 3293.124512
	Iteration 24Q: 3 clusters Score -7489216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -7489230.500000 Penalty: 3293.124512
	Iteration 25Q: 3 clusters Score -7489230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -7489237.000000 Penalty: 3293.124512
	Iteration 26Q: 3 clusters Score -7489237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -7489240.500000 Penalty: 3293.124512
	Iteration 27Q: 3 clusters Score -7489240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -7489249.000000 Penalty: 3293.124512
	Iteration 28Q: 3 clusters Score -7489249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -7489246.500000 Penalty: 3293.124512
	Iteration 29Q: 3 clusters Score -7489246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -7489253.500000 Penalty: 3293.124512
	Iteration 30Q: 3 clusters Score -7489254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -7489253.000000 Penalty: 3293.124512
	Iteration 31Q: 3 clusters Score -7489253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -7489253.000000 Penalty: 3293.124512
	Iteration 32F: 3 clusters Score -7489253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Entering Unmasked Estep 
Score: -12322405.000000 Penalty: 1723.147827
	Iteration 0F: 2 clusters Score -1.23224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -12257270.000000 Penalty: 3446.295654
	Iteration 0F: 3 clusters Score -1.225727e+07 nChanged 50687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -12286347.000000 Penalty: 3446.295654
	Iteration 1F: 3 clusters Score -1.228635e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -12287609.000000 Penalty: 3446.295654
	Iteration 2Q: 3 clusters Score -1.228761e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -12289251.000000 Penalty: 3446.295654
	Iteration 3Q: 3 clusters Score -1.228925e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -12291532.000000 Penalty: 3446.295654
	Iteration 4Q: 3 clusters Score -1.229153e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -12294860.000000 Penalty: 3446.295654
	Iteration 5F: 3 clusters Score -1.229486e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -12299964.000000 Penalty: 3446.295654
	Iteration 6F: 3 clusters Score -1.229996e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -12306861.000000 Penalty: 3446.295654
	Iteration 7F: 3 clusters Score -1.230686e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -12315219.000000 Penalty: 3446.295654
	Iteration 8F: 3 clusters Score -1.231522e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -12323381.000000 Penalty: 3446.295654
	Iteration 9F: 3 clusters Score -1.232338e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -12329334.000000 Penalty: 3446.295654
	Iteration 10F: 3 clusters Score -1.232933e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -12332638.000000 Penalty: 3446.295654
	Iteration 11Q: 3 clusters Score -1.233264e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -12334144.000000 Penalty: 3446.295654
	Iteration 12Q: 3 clusters Score -1.233414e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -12335016.000000 Penalty: 3446.295654
	Iteration 13Q: 3 clusters Score -1.233502e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -12335366.000000 Penalty: 3446.295654
	Iteration 14Q: 3 clusters Score -1.233537e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -12335524.000000 Penalty: 3446.295654
	Iteration 15Q: 3 clusters Score -1.233552e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -12335596.000000 Penalty: 3446.295654
	Iteration 16Q: 3 clusters Score -1.23356e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -12335649.000000 Penalty: 3446.295654
	Iteration 17Q: 3 clusters Score -1.233565e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -12335712.000000 Penalty: 3446.295654
	Iteration 18Q: 3 clusters Score -1.233571e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -12335708.000000 Penalty: 3446.295654
	Iteration 19Q: 3 clusters Score -1.233571e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -12335768.000000 Penalty: 3446.295654
	Iteration 20F: 3 clusters Score -1.233577e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -12335750.000000 Penalty: 3446.295654
	Iteration 21Q: 3 clusters Score -1.233575e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -12335726.000000 Penalty: 3446.295654
	Iteration 22Q: 3 clusters Score -1.233573e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -12335695.000000 Penalty: 3446.295654
	Iteration 23Q: 3 clusters Score -1.23357e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -12335728.000000 Penalty: 3446.295654
	Iteration 24Q: 3 clusters Score -1.233573e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -12335737.000000 Penalty: 3446.295654
	Iteration 25Q: 3 clusters Score -1.233574e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -12335725.000000 Penalty: 3446.295654
	Iteration 26Q: 3 clusters Score -1.233572e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -12335735.000000 Penalty: 3446.295654
	Iteration 27Q: 3 clusters Score -1.233574e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -12335743.000000 Penalty: 3446.295654
	Iteration 28Q: 3 clusters Score -1.233574e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -12335760.000000 Penalty: 3446.295654
	Iteration 29Q: 3 clusters Score -1.233576e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -12335772.000000 Penalty: 3446.295654
	Iteration 30Q: 3 clusters Score -1.233577e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -12335765.000000 Penalty: 3446.295654
	Iteration 31Q: 3 clusters Score -1.233576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -12335753.000000 Penalty: 3446.295654
	Iteration 32Q: 3 clusters Score -1.233575e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -12335752.000000 Penalty: 3446.295654
	Iteration 33Q: 3 clusters Score -1.233575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -12335766.000000 Penalty: 3446.295654
	Iteration 34Q: 3 clusters Score -1.233577e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -12335736.000000 Penalty: 3446.295654
	Iteration 35Q: 3 clusters Score -1.233574e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -12335759.000000 Penalty: 3446.295654
	Iteration 36Q: 3 clusters Score -1.233576e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -12335732.000000 Penalty: 3446.295654
	Iteration 37Q: 3 clusters Score -1.233573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -12335748.000000 Penalty: 3446.295654
	Iteration 38Q: 3 clusters Score -1.233575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -12335747.000000 Penalty: 3446.295654
	Iteration 39Q: 3 clusters Score -1.233575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -12335783.000000 Penalty: 3446.295654
	Iteration 40F: 3 clusters Score -1.233578e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -12335790.000000 Penalty: 3446.295654
	Iteration 41Q: 3 clusters Score -1.233579e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -12335781.000000 Penalty: 3446.295654
	Iteration 42Q: 3 clusters Score -1.233578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -12335786.000000 Penalty: 3446.295654
	Iteration 43Q: 3 clusters Score -1.233579e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -12335805.000000 Penalty: 3446.295654
	Iteration 44Q: 3 clusters Score -1.23358e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -12335820.000000 Penalty: 3446.295654
	Iteration 45Q: 3 clusters Score -1.233582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -12335812.000000 Penalty: 3446.295654
	Iteration 46Q: 3 clusters Score -1.233581e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -12335795.000000 Penalty: 3446.295654
	Iteration 47Q: 3 clusters Score -1.23358e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -12335818.000000 Penalty: 3446.295654
	Iteration 48Q: 3 clusters Score -1.233582e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -12335836.000000 Penalty: 3446.295654
	Iteration 49Q: 3 clusters Score -1.233584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -12335821.000000 Penalty: 3446.295654
	Iteration 50Q: 3 clusters Score -1.233582e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -12335857.000000 Penalty: 3446.295654
	Iteration 51Q: 3 clusters Score -1.233586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -12335860.000000 Penalty: 3446.295654
	Iteration 52Q: 3 clusters Score -1.233586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -12335826.000000 Penalty: 3446.295654
	Iteration 53Q: 3 clusters Score -1.233583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -12335840.000000 Penalty: 3446.295654
	Iteration 54Q: 3 clusters Score -1.233584e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -12335831.000000 Penalty: 3446.295654
	Iteration 55Q: 3 clusters Score -1.233583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -12335823.000000 Penalty: 3446.295654
	Iteration 56Q: 3 clusters Score -1.233582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -12335821.000000 Penalty: 3446.295654
	Iteration 57Q: 3 clusters Score -1.233582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -12335838.000000 Penalty: 3446.295654
	Iteration 58Q: 3 clusters Score -1.233584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -12335831.000000 Penalty: 3446.295654
	Iteration 59Q: 3 clusters Score -1.233583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -12335825.000000 Penalty: 3446.295654
	Iteration 60F: 3 clusters Score -1.233582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -12335830.000000 Penalty: 3446.295654
	Iteration 61Q: 3 clusters Score -1.233583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -12335816.000000 Penalty: 3446.295654
	Iteration 62Q: 3 clusters Score -1.233582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -12335831.000000 Penalty: 3446.295654
	Iteration 63Q: 3 clusters Score -1.233583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -12335847.000000 Penalty: 3446.295654
	Iteration 64Q: 3 clusters Score -1.233585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -12335842.000000 Penalty: 3446.295654
	Iteration 65Q: 3 clusters Score -1.233584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -12335836.000000 Penalty: 3446.295654
	Iteration 66Q: 3 clusters Score -1.233584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -12335836.000000 Penalty: 3446.295654
	Iteration 67Q: 3 clusters Score -1.233584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -12335815.000000 Penalty: 3446.295654
	Iteration 68Q: 3 clusters Score -1.233582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -12335811.000000 Penalty: 3446.295654
	Iteration 69Q: 3 clusters Score -1.233581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -12335823.000000 Penalty: 3446.295654
	Iteration 70Q: 3 clusters Score -1.233582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -12335821.000000 Penalty: 3446.295654
	Iteration 71Q: 3 clusters Score -1.233582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -12335815.000000 Penalty: 3446.295654
	Iteration 72Q: 3 clusters Score -1.233582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -12335812.000000 Penalty: 3446.295654
	Iteration 73Q: 3 clusters Score -1.233581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -12335828.000000 Penalty: 3446.295654
	Iteration 74Q: 3 clusters Score -1.233583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -12335823.000000 Penalty: 3446.295654
	Iteration 75Q: 3 clusters Score -1.233582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -12335823.000000 Penalty: 3446.295654
	Iteration 76Q: 3 clusters Score -1.233582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 73645 members 
Entering Unmasked Estep 
Score: -12335819.000000 Penalty: 3446.295654
	Iteration 77Q: 3 clusters Score -1.233582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -12335822.000000 Penalty: 3446.295654
	Iteration 78Q: 3 clusters Score -1.233582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -12335822.000000 Penalty: 3446.295654
	Iteration 79Q: 3 clusters Score -1.233582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -12335828.000000 Penalty: 3446.295654
	Iteration 80F: 3 clusters Score -1.233583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -12335827.000000 Penalty: 3446.295654
	Iteration 81Q: 3 clusters Score -1.233583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -12335819.000000 Penalty: 3446.295654
	Iteration 82Q: 3 clusters Score -1.233582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -12335821.000000 Penalty: 3446.295654
	Iteration 83Q: 3 clusters Score -1.233582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -12335823.000000 Penalty: 3446.295654
	Iteration 84Q: 3 clusters Score -1.233582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -12335818.000000 Penalty: 3446.295654
	Iteration 85Q: 3 clusters Score -1.233582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -12335825.000000 Penalty: 3446.295654
	Iteration 86Q: 3 clusters Score -1.233582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -12335822.000000 Penalty: 3446.295654
	Iteration 87Q: 3 clusters Score -1.233582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -12335821.000000 Penalty: 3446.295654
	Iteration 88Q: 3 clusters Score -1.233582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -12335830.000000 Penalty: 3446.295654
	Iteration 89Q: 3 clusters Score -1.233583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -12335833.000000 Penalty: 3446.295654
	Iteration 90Q: 3 clusters Score -1.233583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -12335829.000000 Penalty: 3446.295654
	Iteration 91Q: 3 clusters Score -1.233583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -12335834.000000 Penalty: 3446.295654
	Iteration 92Q: 3 clusters Score -1.233583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -12335830.000000 Penalty: 3446.295654
	Iteration 93Q: 3 clusters Score -1.233583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -12335830.000000 Penalty: 3446.295654
	Iteration 94F: 3 clusters Score -1.233583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Entering Unmasked Estep 
Score: -110938008.000000 Penalty: 86365.070312
Splitting cluster 12 changes total score from -110917256.000000 to -110938008.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 13 (13261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Entering Unmasked Estep 
Score: -1458252.000000 Penalty: 1412.496338
	Iteration 0F: 2 clusters Score -1458252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1449467.750000 Penalty: 2824.992676
	Iteration 0F: 3 clusters Score -1449468 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1452581.250000 Penalty: 2824.992676
	Iteration 1F: 3 clusters Score -1452581 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1453064.375000 Penalty: 2824.992676
	Iteration 2F: 3 clusters Score -1453064 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1453502.625000 Penalty: 2824.992676
	Iteration 3F: 3 clusters Score -1453503 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1453960.500000 Penalty: 2824.992676
	Iteration 4F: 3 clusters Score -1453960 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1454464.125000 Penalty: 2824.992676
	Iteration 5F: 3 clusters Score -1454464 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1454975.500000 Penalty: 2824.992676
	Iteration 6F: 3 clusters Score -1454976 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1455452.750000 Penalty: 2824.992676
	Iteration 7F: 3 clusters Score -1455453 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1455907.250000 Penalty: 2824.992676
	Iteration 8Q: 3 clusters Score -1455907 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1456330.125000 Penalty: 2824.992676
	Iteration 9Q: 3 clusters Score -1456330 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1456589.500000 Penalty: 2824.992676
	Iteration 10Q: 3 clusters Score -1456590 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1456780.250000 Penalty: 2824.992676
	Iteration 11Q: 3 clusters Score -1456780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1456923.750000 Penalty: 2824.992676
	Iteration 12Q: 3 clusters Score -1456924 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1457015.750000 Penalty: 2824.992676
	Iteration 13Q: 3 clusters Score -1457016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1457094.875000 Penalty: 2824.992676
	Iteration 14Q: 3 clusters Score -1457095 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1457182.875000 Penalty: 2824.992676
	Iteration 15Q: 3 clusters Score -1457183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1457258.500000 Penalty: 2824.992676
	Iteration 16Q: 3 clusters Score -1457258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1457324.625000 Penalty: 2824.992676
	Iteration 17Q: 3 clusters Score -1457325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1457374.000000 Penalty: 2824.992676
	Iteration 18Q: 3 clusters Score -1457374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1457412.500000 Penalty: 2824.992676
	Iteration 19Q: 3 clusters Score -1457412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1457432.250000 Penalty: 2824.992676
	Iteration 20F: 3 clusters Score -1457432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1457441.250000 Penalty: 2824.992676
	Iteration 21Q: 3 clusters Score -1457441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1457448.875000 Penalty: 2824.992676
	Iteration 22Q: 3 clusters Score -1457449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1457454.875000 Penalty: 2824.992676
	Iteration 23Q: 3 clusters Score -1457455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1457469.125000 Penalty: 2824.992676
	Iteration 24Q: 3 clusters Score -1457469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1457474.500000 Penalty: 2824.992676
	Iteration 25Q: 3 clusters Score -1457474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1457484.500000 Penalty: 2824.992676
	Iteration 26Q: 3 clusters Score -1457484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1457485.500000 Penalty: 2824.992676
	Iteration 27Q: 3 clusters Score -1457486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1457491.625000 Penalty: 2824.992676
	Iteration 28Q: 3 clusters Score -1457492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1457495.500000 Penalty: 2824.992676
	Iteration 29Q: 3 clusters Score -1457496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1457498.750000 Penalty: 2824.992676
	Iteration 30Q: 3 clusters Score -1457499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1457500.750000 Penalty: 2824.992676
	Iteration 31Q: 3 clusters Score -1457501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1457500.125000 Penalty: 2824.992676
	Iteration 32Q: 3 clusters Score -1457500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1457501.500000 Penalty: 2824.992676
	Iteration 33Q: 3 clusters Score -1457502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1457505.250000 Penalty: 2824.992676
	Iteration 34Q: 3 clusters Score -1457505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1457504.250000 Penalty: 2824.992676
	Iteration 35Q: 3 clusters Score -1457504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1457506.250000 Penalty: 2824.992676
	Iteration 36Q: 3 clusters Score -1457506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1457506.250000 Penalty: 2824.992676
	Iteration 37F: 3 clusters Score -1457506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Entering Unmasked Estep 
Score: -2401513.500000 Penalty: 1482.786011
	Iteration 0F: 2 clusters Score -2401514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2387596.000000 Penalty: 2965.572021
	Iteration 0F: 3 clusters Score -2387596 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2392691.750000 Penalty: 2965.572021
	Iteration 1F: 3 clusters Score -2392692 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2393164.000000 Penalty: 2965.572021
	Iteration 2F: 3 clusters Score -2393164 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2393602.250000 Penalty: 2965.572021
	Iteration 3Q: 3 clusters Score -2393602 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2394034.750000 Penalty: 2965.572021
	Iteration 4Q: 3 clusters Score -2394035 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2394550.500000 Penalty: 2965.572021
	Iteration 5Q: 3 clusters Score -2394550 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2395160.250000 Penalty: 2965.572021
	Iteration 6Q: 3 clusters Score -2395160 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2395863.500000 Penalty: 2965.572021
	Iteration 7F: 3 clusters Score -2395864 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2396686.500000 Penalty: 2965.572021
	Iteration 8F: 3 clusters Score -2396686 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2397467.500000 Penalty: 2965.572021
	Iteration 9F: 3 clusters Score -2397468 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2398160.750000 Penalty: 2965.572021
	Iteration 10Q: 3 clusters Score -2398161 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2398714.000000 Penalty: 2965.572021
	Iteration 11Q: 3 clusters Score -2398714 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2399093.500000 Penalty: 2965.572021
	Iteration 12Q: 3 clusters Score -2399094 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2399359.750000 Penalty: 2965.572021
	Iteration 13Q: 3 clusters Score -2399360 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2399562.250000 Penalty: 2965.572021
	Iteration 14Q: 3 clusters Score -2399562 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2399707.000000 Penalty: 2965.572021
	Iteration 15Q: 3 clusters Score -2399707 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2399811.250000 Penalty: 2965.572021
	Iteration 16Q: 3 clusters Score -2399811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2399918.500000 Penalty: 2965.572021
	Iteration 17Q: 3 clusters Score -2399918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2399990.500000 Penalty: 2965.572021
	Iteration 18Q: 3 clusters Score -2399990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2400047.250000 Penalty: 2965.572021
	Iteration 19Q: 3 clusters Score -2400047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2400089.250000 Penalty: 2965.572021
	Iteration 20F: 3 clusters Score -2400089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2400121.500000 Penalty: 2965.572021
	Iteration 21Q: 3 clusters Score -2400122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2400144.500000 Penalty: 2965.572021
	Iteration 22Q: 3 clusters Score -2400144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2400164.500000 Penalty: 2965.572021
	Iteration 23Q: 3 clusters Score -2400164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2400187.250000 Penalty: 2965.572021
	Iteration 24Q: 3 clusters Score -2400187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2400201.500000 Penalty: 2965.572021
	Iteration 25Q: 3 clusters Score -2400202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2400214.250000 Penalty: 2965.572021
	Iteration 26Q: 3 clusters Score -2400214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2400223.750000 Penalty: 2965.572021
	Iteration 27Q: 3 clusters Score -2400224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2400234.000000 Penalty: 2965.572021
	Iteration 28Q: 3 clusters Score -2400234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2400245.000000 Penalty: 2965.572021
	Iteration 29Q: 3 clusters Score -2400245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2400256.750000 Penalty: 2965.572021
	Iteration 30Q: 3 clusters Score -2400257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2400258.000000 Penalty: 2965.572021
	Iteration 31Q: 3 clusters Score -2400258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2400264.500000 Penalty: 2965.572021
	Iteration 32Q: 3 clusters Score -2400264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2400265.000000 Penalty: 2965.572021
	Iteration 33Q: 3 clusters Score -2400265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2400269.750000 Penalty: 2965.572021
	Iteration 34Q: 3 clusters Score -2400270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2400283.250000 Penalty: 2965.572021
	Iteration 35Q: 3 clusters Score -2400283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2400291.500000 Penalty: 2965.572021
	Iteration 36Q: 3 clusters Score -2400292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2400297.750000 Penalty: 2965.572021
	Iteration 37Q: 3 clusters Score -2400298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2400302.750000 Penalty: 2965.572021
	Iteration 38Q: 3 clusters Score -2400303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2400306.000000 Penalty: 2965.572021
	Iteration 39Q: 3 clusters Score -2400306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2400308.750000 Penalty: 2965.572021
	Iteration 40F: 3 clusters Score -2400309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2400313.250000 Penalty: 2965.572021
	Iteration 41Q: 3 clusters Score -2400313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2400311.750000 Penalty: 2965.572021
	Iteration 42Q: 3 clusters Score -2400312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2400313.750000 Penalty: 2965.572021
	Iteration 43Q: 3 clusters Score -2400314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2400311.000000 Penalty: 2965.572021
	Iteration 44Q: 3 clusters Score -2400311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2400314.000000 Penalty: 2965.572021
	Iteration 45Q: 3 clusters Score -2400314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2400313.000000 Penalty: 2965.572021
	Iteration 46Q: 3 clusters Score -2400313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2400317.250000 Penalty: 2965.572021
	Iteration 47Q: 3 clusters Score -2400317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2400318.500000 Penalty: 2965.572021
	Iteration 48Q: 3 clusters Score -2400318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2400318.750000 Penalty: 2965.572021
	Iteration 49Q: 3 clusters Score -2400319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2400323.750000 Penalty: 2965.572021
	Iteration 50Q: 3 clusters Score -2400324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2400323.250000 Penalty: 2965.572021
	Iteration 51Q: 3 clusters Score -2400323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2400326.500000 Penalty: 2965.572021
	Iteration 52Q: 3 clusters Score -2400326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2400326.500000 Penalty: 2965.572021
	Iteration 53F: 3 clusters Score -2400326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -1167710.000000 Penalty: 1369.303589
	Iteration 0F: 2 clusters Score -1167710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1160967.875000 Penalty: 2738.607178
	Iteration 0F: 3 clusters Score -1160968 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1163157.875000 Penalty: 2738.607178
	Iteration 1F: 3 clusters Score -1163158 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1163482.125000 Penalty: 2738.607178
	Iteration 2F: 3 clusters Score -1163482 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1163723.875000 Penalty: 2738.607178
	Iteration 3F: 3 clusters Score -1163724 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1163923.500000 Penalty: 2738.607178
	Iteration 4Q: 3 clusters Score -1163924 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1164133.000000 Penalty: 2738.607178
	Iteration 5Q: 3 clusters Score -1164133 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1164398.250000 Penalty: 2738.607178
	Iteration 6Q: 3 clusters Score -1164398 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1164710.625000 Penalty: 2738.607178
	Iteration 7Q: 3 clusters Score -1164711 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1165070.500000 Penalty: 2738.607178
	Iteration 8Q: 3 clusters Score -1165070 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1165592.500000 Penalty: 2738.607178
	Iteration 9Q: 3 clusters Score -1165592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1166755.125000 Penalty: 2738.607178
	Iteration 10Q: 3 clusters Score -1166755 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1168338.250000 Penalty: 2738.607178
	Iteration 11Q: 3 clusters Score -1168338 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1169105.375000 Penalty: 2738.607178
	Iteration 12F: 3 clusters Score -1169105 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1170000.250000 Penalty: 2738.607178
	Iteration 13F: 3 clusters Score -1170000 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1170849.500000 Penalty: 2738.607178
	Iteration 14F: 3 clusters Score -1170850 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1171607.625000 Penalty: 2738.607178
	Iteration 15F: 3 clusters Score -1171608 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1172479.375000 Penalty: 2738.607178
	Iteration 16F: 3 clusters Score -1172479 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1173631.375000 Penalty: 2738.607178
	Iteration 17F: 3 clusters Score -1173631 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1175300.500000 Penalty: 2738.607178
	Iteration 18Q: 3 clusters Score -1175300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1175905.000000 Penalty: 2738.607178
	Iteration 19Q: 3 clusters Score -1175905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1175933.750000 Penalty: 2738.607178
	Iteration 20F: 3 clusters Score -1175934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Entering Unmasked Estep 
Score: -110945728.000000 Penalty: 88421.382812
Splitting cluster 15 changes total score from -110917256.000000 to -110945728.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -1641978.875000 Penalty: 1427.997803
	Iteration 0F: 2 clusters Score -1641979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1632187.125000 Penalty: 2855.995605
	Iteration 0F: 3 clusters Score -1632187 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1635609.375000 Penalty: 2855.995605
	Iteration 1F: 3 clusters Score -1635609 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1635985.125000 Penalty: 2855.995605
	Iteration 2F: 3 clusters Score -1635985 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1636261.250000 Penalty: 2855.995605
	Iteration 3Q: 3 clusters Score -1636261 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1636490.625000 Penalty: 2855.995605
	Iteration 4Q: 3 clusters Score -1636491 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1636728.000000 Penalty: 2855.995605
	Iteration 5Q: 3 clusters Score -1636728 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1637027.875000 Penalty: 2855.995605
	Iteration 6Q: 3 clusters Score -1637028 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1637399.625000 Penalty: 2855.995605
	Iteration 7Q: 3 clusters Score -1637400 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1637828.125000 Penalty: 2855.995605
	Iteration 8F: 3 clusters Score -1637828 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1638285.250000 Penalty: 2855.995605
	Iteration 9F: 3 clusters Score -1638285 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1638750.500000 Penalty: 2855.995605
	Iteration 10Q: 3 clusters Score -1638750 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1639200.375000 Penalty: 2855.995605
	Iteration 11Q: 3 clusters Score -1639200 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1639606.125000 Penalty: 2855.995605
	Iteration 12Q: 3 clusters Score -1639606 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1639956.250000 Penalty: 2855.995605
	Iteration 13Q: 3 clusters Score -1639956 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1640256.125000 Penalty: 2855.995605
	Iteration 14Q: 3 clusters Score -1640256 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1640444.000000 Penalty: 2855.995605
	Iteration 15Q: 3 clusters Score -1640444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1640573.375000 Penalty: 2855.995605
	Iteration 16Q: 3 clusters Score -1640573 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1640676.750000 Penalty: 2855.995605
	Iteration 17Q: 3 clusters Score -1640677 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1640752.875000 Penalty: 2855.995605
	Iteration 18Q: 3 clusters Score -1640753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1640818.875000 Penalty: 2855.995605
	Iteration 19Q: 3 clusters Score -1640819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1640872.000000 Penalty: 2855.995605
	Iteration 20F: 3 clusters Score -1640872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1640906.125000 Penalty: 2855.995605
	Iteration 21Q: 3 clusters Score -1640906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1640927.375000 Penalty: 2855.995605
	Iteration 22Q: 3 clusters Score -1640927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1640941.250000 Penalty: 2855.995605
	Iteration 23Q: 3 clusters Score -1640941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1640957.375000 Penalty: 2855.995605
	Iteration 24Q: 3 clusters Score -1640957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1640976.750000 Penalty: 2855.995605
	Iteration 25Q: 3 clusters Score -1640977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1640997.875000 Penalty: 2855.995605
	Iteration 26Q: 3 clusters Score -1640998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1641007.000000 Penalty: 2855.995605
	Iteration 27Q: 3 clusters Score -1641007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1641016.375000 Penalty: 2855.995605
	Iteration 28Q: 3 clusters Score -1641016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1641028.125000 Penalty: 2855.995605
	Iteration 29Q: 3 clusters Score -1641028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1641033.750000 Penalty: 2855.995605
	Iteration 30Q: 3 clusters Score -1641034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1641038.250000 Penalty: 2855.995605
	Iteration 31Q: 3 clusters Score -1641038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1641043.750000 Penalty: 2855.995605
	Iteration 32Q: 3 clusters Score -1641044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1641048.875000 Penalty: 2855.995605
	Iteration 33Q: 3 clusters Score -1641049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1641047.500000 Penalty: 2855.995605
	Iteration 34Q: 3 clusters Score -1641048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1641052.750000 Penalty: 2855.995605
	Iteration 35Q: 3 clusters Score -1641053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1641056.500000 Penalty: 2855.995605
	Iteration 36Q: 3 clusters Score -1641056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1641059.875000 Penalty: 2855.995605
	Iteration 37Q: 3 clusters Score -1641060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1641063.000000 Penalty: 2855.995605
	Iteration 38Q: 3 clusters Score -1641063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1641068.375000 Penalty: 2855.995605
	Iteration 39Q: 3 clusters Score -1641068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1641073.125000 Penalty: 2855.995605
	Iteration 40F: 3 clusters Score -1641073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1641074.625000 Penalty: 2855.995605
	Iteration 41Q: 3 clusters Score -1641075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1641075.500000 Penalty: 2855.995605
	Iteration 42Q: 3 clusters Score -1641076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1641075.125000 Penalty: 2855.995605
	Iteration 43Q: 3 clusters Score -1641075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1641075.500000 Penalty: 2855.995605
	Iteration 44Q: 3 clusters Score -1641076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1641075.500000 Penalty: 2855.995605
	Iteration 45F: 3 clusters Score -1641076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Entering Unmasked Estep 
Score: -1816665.875000 Penalty: 1444.036865
	Iteration 0F: 2 clusters Score -1816666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1805869.250000 Penalty: 2888.073730
	Iteration 0F: 3 clusters Score -1805869 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1809795.000000 Penalty: 2888.073730
	Iteration 1F: 3 clusters Score -1809795 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1810354.000000 Penalty: 2888.073730
	Iteration 2F: 3 clusters Score -1810354 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1810985.750000 Penalty: 2888.073730
	Iteration 3F: 3 clusters Score -1810986 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1811625.750000 Penalty: 2888.073730
	Iteration 4F: 3 clusters Score -1811626 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1812170.125000 Penalty: 2888.073730
	Iteration 5F: 3 clusters Score -1812170 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1812620.500000 Penalty: 2888.073730
	Iteration 6Q: 3 clusters Score -1812620 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1813036.250000 Penalty: 2888.073730
	Iteration 7Q: 3 clusters Score -1813036 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1813440.125000 Penalty: 2888.073730
	Iteration 8Q: 3 clusters Score -1813440 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1813786.750000 Penalty: 2888.073730
	Iteration 9Q: 3 clusters Score -1813787 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1814086.500000 Penalty: 2888.073730
	Iteration 10Q: 3 clusters Score -1814086 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1814379.375000 Penalty: 2888.073730
	Iteration 11Q: 3 clusters Score -1814379 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1814663.500000 Penalty: 2888.073730
	Iteration 12Q: 3 clusters Score -1814664 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1814928.625000 Penalty: 2888.073730
	Iteration 13Q: 3 clusters Score -1814929 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1815142.625000 Penalty: 2888.073730
	Iteration 14Q: 3 clusters Score -1815143 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1815267.375000 Penalty: 2888.073730
	Iteration 15Q: 3 clusters Score -1815267 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1815359.125000 Penalty: 2888.073730
	Iteration 16Q: 3 clusters Score -1815359 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1815432.125000 Penalty: 2888.073730
	Iteration 17Q: 3 clusters Score -1815432 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1815482.375000 Penalty: 2888.073730
	Iteration 18Q: 3 clusters Score -1815482 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1815522.375000 Penalty: 2888.073730
	Iteration 19Q: 3 clusters Score -1815522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1815558.125000 Penalty: 2888.073730
	Iteration 20F: 3 clusters Score -1815558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1815584.250000 Penalty: 2888.073730
	Iteration 21Q: 3 clusters Score -1815584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1815610.875000 Penalty: 2888.073730
	Iteration 22Q: 3 clusters Score -1815611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1815639.250000 Penalty: 2888.073730
	Iteration 23Q: 3 clusters Score -1815639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1815647.500000 Penalty: 2888.073730
	Iteration 24Q: 3 clusters Score -1815648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1815664.500000 Penalty: 2888.073730
	Iteration 25Q: 3 clusters Score -1815664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1815678.125000 Penalty: 2888.073730
	Iteration 26Q: 3 clusters Score -1815678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1815687.125000 Penalty: 2888.073730
	Iteration 27Q: 3 clusters Score -1815687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1815702.375000 Penalty: 2888.073730
	Iteration 28Q: 3 clusters Score -1815702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1815708.625000 Penalty: 2888.073730
	Iteration 29Q: 3 clusters Score -1815709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1815717.250000 Penalty: 2888.073730
	Iteration 30Q: 3 clusters Score -1815717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1815734.250000 Penalty: 2888.073730
	Iteration 31Q: 3 clusters Score -1815734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1815745.875000 Penalty: 2888.073730
	Iteration 32Q: 3 clusters Score -1815746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1815748.875000 Penalty: 2888.073730
	Iteration 33Q: 3 clusters Score -1815749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1815760.875000 Penalty: 2888.073730
	Iteration 34Q: 3 clusters Score -1815761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1815774.000000 Penalty: 2888.073730
	Iteration 35Q: 3 clusters Score -1815774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1815786.875000 Penalty: 2888.073730
	Iteration 36Q: 3 clusters Score -1815787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1815796.875000 Penalty: 2888.073730
	Iteration 37Q: 3 clusters Score -1815797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1815818.875000 Penalty: 2888.073730
	Iteration 38Q: 3 clusters Score -1815819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1815838.250000 Penalty: 2888.073730
	Iteration 39Q: 3 clusters Score -1815838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1815854.875000 Penalty: 2888.073730
	Iteration 40F: 3 clusters Score -1815855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1815872.625000 Penalty: 2888.073730
	Iteration 41Q: 3 clusters Score -1815873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1815898.000000 Penalty: 2888.073730
	Iteration 42Q: 3 clusters Score -1815898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1815921.750000 Penalty: 2888.073730
	Iteration 43Q: 3 clusters Score -1815922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1815952.000000 Penalty: 2888.073730
	Iteration 44Q: 3 clusters Score -1815952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1816008.000000 Penalty: 2888.073730
	Iteration 45Q: 3 clusters Score -1816008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1816047.250000 Penalty: 2888.073730
	Iteration 46Q: 3 clusters Score -1816047 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1816104.000000 Penalty: 2888.073730
	Iteration 47Q: 3 clusters Score -1816104 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1816160.375000 Penalty: 2888.073730
	Iteration 48Q: 3 clusters Score -1816160 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1816212.125000 Penalty: 2888.073730
	Iteration 49Q: 3 clusters Score -1816212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1816273.625000 Penalty: 2888.073730
	Iteration 50Q: 3 clusters Score -1816274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1816323.250000 Penalty: 2888.073730
	Iteration 51Q: 3 clusters Score -1816323 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1816392.875000 Penalty: 2888.073730
	Iteration 52Q: 3 clusters Score -1816393 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1816465.750000 Penalty: 2888.073730
	Iteration 53Q: 3 clusters Score -1816466 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1816542.000000 Penalty: 2888.073730
	Iteration 54Q: 3 clusters Score -1816542 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1816622.750000 Penalty: 2888.073730
	Iteration 55Q: 3 clusters Score -1816623 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1816712.500000 Penalty: 2888.073730
	Iteration 56Q: 3 clusters Score -1816712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1816806.875000 Penalty: 2888.073730
	Iteration 57Q: 3 clusters Score -1816807 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1816875.250000 Penalty: 2888.073730
	Iteration 58Q: 3 clusters Score -1816875 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1816924.750000 Penalty: 2888.073730
	Iteration 59Q: 3 clusters Score -1816925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1816974.750000 Penalty: 2888.073730
	Iteration 60F: 3 clusters Score -1816975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1817014.375000 Penalty: 2888.073730
	Iteration 61Q: 3 clusters Score -1817014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1817051.250000 Penalty: 2888.073730
	Iteration 62Q: 3 clusters Score -1817051 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1817094.500000 Penalty: 2888.073730
	Iteration 63Q: 3 clusters Score -1817094 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1817125.375000 Penalty: 2888.073730
	Iteration 64Q: 3 clusters Score -1817125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1817141.125000 Penalty: 2888.073730
	Iteration 65Q: 3 clusters Score -1817141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1817160.875000 Penalty: 2888.073730
	Iteration 66Q: 3 clusters Score -1817161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1817179.375000 Penalty: 2888.073730
	Iteration 67Q: 3 clusters Score -1817179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1817189.500000 Penalty: 2888.073730
	Iteration 68Q: 3 clusters Score -1817190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1817194.500000 Penalty: 2888.073730
	Iteration 69Q: 3 clusters Score -1817194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1817206.625000 Penalty: 2888.073730
	Iteration 70Q: 3 clusters Score -1817207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1817205.375000 Penalty: 2888.073730
	Iteration 71Q: 3 clusters Score -1817205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1817212.375000 Penalty: 2888.073730
	Iteration 72Q: 3 clusters Score -1817212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1817216.125000 Penalty: 2888.073730
	Iteration 73Q: 3 clusters Score -1817216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1817219.750000 Penalty: 2888.073730
	Iteration 74Q: 3 clusters Score -1817220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1817213.750000 Penalty: 2888.073730
	Iteration 75Q: 3 clusters Score -1817214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1817227.125000 Penalty: 2888.073730
	Iteration 76Q: 3 clusters Score -1817227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1817226.875000 Penalty: 2888.073730
	Iteration 77Q: 3 clusters Score -1817227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1817230.625000 Penalty: 2888.073730
	Iteration 78Q: 3 clusters Score -1817231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1817233.375000 Penalty: 2888.073730
	Iteration 79Q: 3 clusters Score -1817233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1817235.875000 Penalty: 2888.073730
	Iteration 80F: 3 clusters Score -1817236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1817246.250000 Penalty: 2888.073730
	Iteration 81Q: 3 clusters Score -1817246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1817248.375000 Penalty: 2888.073730
	Iteration 82Q: 3 clusters Score -1817248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1817253.625000 Penalty: 2888.073730
	Iteration 83Q: 3 clusters Score -1817254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1817254.500000 Penalty: 2888.073730
	Iteration 84Q: 3 clusters Score -1817254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1817253.000000 Penalty: 2888.073730
	Iteration 85Q: 3 clusters Score -1817253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1817258.125000 Penalty: 2888.073730
	Iteration 86Q: 3 clusters Score -1817258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1817259.750000 Penalty: 2888.073730
	Iteration 87Q: 3 clusters Score -1817260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1817258.625000 Penalty: 2888.073730
	Iteration 88Q: 3 clusters Score -1817259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1817261.625000 Penalty: 2888.073730
	Iteration 89Q: 3 clusters Score -1817262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1817260.625000 Penalty: 2888.073730
	Iteration 90Q: 3 clusters Score -1817261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1817262.875000 Penalty: 2888.073730
	Iteration 91Q: 3 clusters Score -1817263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1817262.500000 Penalty: 2888.073730
	Iteration 92Q: 3 clusters Score -1817262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1817264.125000 Penalty: 2888.073730
	Iteration 93Q: 3 clusters Score -1817264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1817261.125000 Penalty: 2888.073730
	Iteration 94Q: 3 clusters Score -1817261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1817266.375000 Penalty: 2888.073730
	Iteration 95Q: 3 clusters Score -1817266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1817270.375000 Penalty: 2888.073730
	Iteration 96Q: 3 clusters Score -1817270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1817272.250000 Penalty: 2888.073730
	Iteration 97Q: 3 clusters Score -1817272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1817271.500000 Penalty: 2888.073730
	Iteration 98Q: 3 clusters Score -1817272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1817275.375000 Penalty: 2888.073730
	Iteration 99Q: 3 clusters Score -1817275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1817272.375000 Penalty: 2888.073730
	Iteration 100F: 3 clusters Score -1817272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1817272.125000 Penalty: 2888.073730
	Iteration 101Q: 3 clusters Score -1817272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1817272.500000 Penalty: 2888.073730
	Iteration 102Q: 3 clusters Score -1817272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1817276.625000 Penalty: 2888.073730
	Iteration 103Q: 3 clusters Score -1817277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1817275.125000 Penalty: 2888.073730
	Iteration 104Q: 3 clusters Score -1817275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1817277.500000 Penalty: 2888.073730
	Iteration 105Q: 3 clusters Score -1817278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1817274.750000 Penalty: 2888.073730
	Iteration 106Q: 3 clusters Score -1817275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1817274.875000 Penalty: 2888.073730
	Iteration 107Q: 3 clusters Score -1817275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1817276.000000 Penalty: 2888.073730
	Iteration 108Q: 3 clusters Score -1817276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1817276.000000 Penalty: 2888.073730
	Iteration 109F: 3 clusters Score -1817276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Entering Unmasked Estep 
Score: -110945544.000000 Penalty: 90477.687500
Splitting cluster 17 changes total score from -110917256.000000 to -110945544.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (96023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Entering Unmasked Estep 
Score: -11163843.000000 Penalty: 1707.084717
	Iteration 0F: 2 clusters Score -1.116384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -11103642.000000 Penalty: 3414.169434
	Iteration 0F: 3 clusters Score -1.110364e+07 nChanged 45228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -11129297.000000 Penalty: 3414.169434
	Iteration 1F: 3 clusters Score -1.11293e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -11130160.000000 Penalty: 3414.169434
	Iteration 2Q: 3 clusters Score -1.113016e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -11131315.000000 Penalty: 3414.169434
	Iteration 3Q: 3 clusters Score -1.113132e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -11132717.000000 Penalty: 3414.169434
	Iteration 4Q: 3 clusters Score -1.113272e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -11134760.000000 Penalty: 3414.169434
	Iteration 5Q: 3 clusters Score -1.113476e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -11137620.000000 Penalty: 3414.169434
	Iteration 6F: 3 clusters Score -1.113762e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -11141256.000000 Penalty: 3414.169434
	Iteration 7F: 3 clusters Score -1.114126e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -11145570.000000 Penalty: 3414.169434
	Iteration 8F: 3 clusters Score -1.114557e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -11149805.000000 Penalty: 3414.169434
	Iteration 9F: 3 clusters Score -1.11498e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -11152958.000000 Penalty: 3414.169434
	Iteration 10F: 3 clusters Score -1.115296e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -11154861.000000 Penalty: 3414.169434
	Iteration 11Q: 3 clusters Score -1.115486e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -11155960.000000 Penalty: 3414.169434
	Iteration 12Q: 3 clusters Score -1.115596e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -11156723.000000 Penalty: 3414.169434
	Iteration 13Q: 3 clusters Score -1.115672e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -11157439.000000 Penalty: 3414.169434
	Iteration 14Q: 3 clusters Score -1.115744e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -11157976.000000 Penalty: 3414.169434
	Iteration 15Q: 3 clusters Score -1.115798e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -11158506.000000 Penalty: 3414.169434
	Iteration 16Q: 3 clusters Score -1.115851e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -11158944.000000 Penalty: 3414.169434
	Iteration 17Q: 3 clusters Score -1.115894e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -11159464.000000 Penalty: 3414.169434
	Iteration 18Q: 3 clusters Score -1.115946e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -11159824.000000 Penalty: 3414.169434
	Iteration 19Q: 3 clusters Score -1.115982e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -11160148.000000 Penalty: 3414.169434
	Iteration 20F: 3 clusters Score -1.116015e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -11160436.000000 Penalty: 3414.169434
	Iteration 21Q: 3 clusters Score -1.116044e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -11160765.000000 Penalty: 3414.169434
	Iteration 22Q: 3 clusters Score -1.116076e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -11161065.000000 Penalty: 3414.169434
	Iteration 23Q: 3 clusters Score -1.116106e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -11161341.000000 Penalty: 3414.169434
	Iteration 24Q: 3 clusters Score -1.116134e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -11161575.000000 Penalty: 3414.169434
	Iteration 25Q: 3 clusters Score -1.116158e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -11161771.000000 Penalty: 3414.169434
	Iteration 26Q: 3 clusters Score -1.116177e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -11161929.000000 Penalty: 3414.169434
	Iteration 27Q: 3 clusters Score -1.116193e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -11162166.000000 Penalty: 3414.169434
	Iteration 28Q: 3 clusters Score -1.116217e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -11162272.000000 Penalty: 3414.169434
	Iteration 29Q: 3 clusters Score -1.116227e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -11162307.000000 Penalty: 3414.169434
	Iteration 30Q: 3 clusters Score -1.116231e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -11162401.000000 Penalty: 3414.169434
	Iteration 31Q: 3 clusters Score -1.11624e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -11162489.000000 Penalty: 3414.169434
	Iteration 32Q: 3 clusters Score -1.116249e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -11162530.000000 Penalty: 3414.169434
	Iteration 33Q: 3 clusters Score -1.116253e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -11162643.000000 Penalty: 3414.169434
	Iteration 34Q: 3 clusters Score -1.116264e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -11162681.000000 Penalty: 3414.169434
	Iteration 35Q: 3 clusters Score -1.116268e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -11162728.000000 Penalty: 3414.169434
	Iteration 36Q: 3 clusters Score -1.116273e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -11162809.000000 Penalty: 3414.169434
	Iteration 37Q: 3 clusters Score -1.116281e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -11162858.000000 Penalty: 3414.169434
	Iteration 38Q: 3 clusters Score -1.116286e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -11162900.000000 Penalty: 3414.169434
	Iteration 39Q: 3 clusters Score -1.11629e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -11162940.000000 Penalty: 3414.169434
	Iteration 40F: 3 clusters Score -1.116294e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -11162945.000000 Penalty: 3414.169434
	Iteration 41Q: 3 clusters Score -1.116294e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -11162965.000000 Penalty: 3414.169434
	Iteration 42Q: 3 clusters Score -1.116296e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -11162952.000000 Penalty: 3414.169434
	Iteration 43Q: 3 clusters Score -1.116295e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -11162951.000000 Penalty: 3414.169434
	Iteration 44Q: 3 clusters Score -1.116295e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -11162964.000000 Penalty: 3414.169434
	Iteration 45Q: 3 clusters Score -1.116296e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -11163064.000000 Penalty: 3414.169434
	Iteration 46Q: 3 clusters Score -1.116306e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -11163105.000000 Penalty: 3414.169434
	Iteration 47Q: 3 clusters Score -1.11631e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -11163128.000000 Penalty: 3414.169434
	Iteration 48Q: 3 clusters Score -1.116313e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -11163159.000000 Penalty: 3414.169434
	Iteration 49Q: 3 clusters Score -1.116316e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -11163205.000000 Penalty: 3414.169434
	Iteration 50Q: 3 clusters Score -1.11632e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11163236.000000 Penalty: 3414.169434
	Iteration 51Q: 3 clusters Score -1.116324e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -11163262.000000 Penalty: 3414.169434
	Iteration 52Q: 3 clusters Score -1.116326e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -11163309.000000 Penalty: 3414.169434
	Iteration 53Q: 3 clusters Score -1.116331e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -11163344.000000 Penalty: 3414.169434
	Iteration 54Q: 3 clusters Score -1.116334e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -11163318.000000 Penalty: 3414.169434
	Iteration 55Q: 3 clusters Score -1.116332e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -11163353.000000 Penalty: 3414.169434
	Iteration 56Q: 3 clusters Score -1.116335e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11163373.000000 Penalty: 3414.169434
	Iteration 57Q: 3 clusters Score -1.116337e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -11163416.000000 Penalty: 3414.169434
	Iteration 58Q: 3 clusters Score -1.116342e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -11163478.000000 Penalty: 3414.169434
	Iteration 59Q: 3 clusters Score -1.116348e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -11163526.000000 Penalty: 3414.169434
	Iteration 60F: 3 clusters Score -1.116353e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -11163543.000000 Penalty: 3414.169434
	Iteration 61Q: 3 clusters Score -1.116354e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -11163560.000000 Penalty: 3414.169434
	Iteration 62Q: 3 clusters Score -1.116356e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11163593.000000 Penalty: 3414.169434
	Iteration 63Q: 3 clusters Score -1.116359e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -11163615.000000 Penalty: 3414.169434
	Iteration 64Q: 3 clusters Score -1.116362e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11163621.000000 Penalty: 3414.169434
	Iteration 65Q: 3 clusters Score -1.116362e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -11163659.000000 Penalty: 3414.169434
	Iteration 66Q: 3 clusters Score -1.116366e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -11163700.000000 Penalty: 3414.169434
	Iteration 67Q: 3 clusters Score -1.11637e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -11163691.000000 Penalty: 3414.169434
	Iteration 68Q: 3 clusters Score -1.116369e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -11163695.000000 Penalty: 3414.169434
	Iteration 69Q: 3 clusters Score -1.11637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -11163709.000000 Penalty: 3414.169434
	Iteration 70Q: 3 clusters Score -1.116371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11163721.000000 Penalty: 3414.169434
	Iteration 71Q: 3 clusters Score -1.116372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -11163742.000000 Penalty: 3414.169434
	Iteration 72Q: 3 clusters Score -1.116374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11163723.000000 Penalty: 3414.169434
	Iteration 73Q: 3 clusters Score -1.116372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11163727.000000 Penalty: 3414.169434
	Iteration 74Q: 3 clusters Score -1.116373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11163728.000000 Penalty: 3414.169434
	Iteration 75Q: 3 clusters Score -1.116373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11163722.000000 Penalty: 3414.169434
	Iteration 76Q: 3 clusters Score -1.116372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -11163731.000000 Penalty: 3414.169434
	Iteration 77Q: 3 clusters Score -1.116373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11163742.000000 Penalty: 3414.169434
	Iteration 78Q: 3 clusters Score -1.116374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11163731.000000 Penalty: 3414.169434
	Iteration 79Q: 3 clusters Score -1.116373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -11163738.000000 Penalty: 3414.169434
	Iteration 80F: 3 clusters Score -1.116374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -11163748.000000 Penalty: 3414.169434
	Iteration 81Q: 3 clusters Score -1.116375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -11163749.000000 Penalty: 3414.169434
	Iteration 82Q: 3 clusters Score -1.116375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -11163761.000000 Penalty: 3414.169434
	Iteration 83Q: 3 clusters Score -1.116376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -11163743.000000 Penalty: 3414.169434
	Iteration 84Q: 3 clusters Score -1.116374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -11163734.000000 Penalty: 3414.169434
	Iteration 85Q: 3 clusters Score -1.116373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11163743.000000 Penalty: 3414.169434
	Iteration 86Q: 3 clusters Score -1.116374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -11163752.000000 Penalty: 3414.169434
	Iteration 87Q: 3 clusters Score -1.116375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -11163760.000000 Penalty: 3414.169434
	Iteration 88Q: 3 clusters Score -1.116376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11163763.000000 Penalty: 3414.169434
	Iteration 89Q: 3 clusters Score -1.116376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11163757.000000 Penalty: 3414.169434
	Iteration 90Q: 3 clusters Score -1.116376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -11163756.000000 Penalty: 3414.169434
	Iteration 91Q: 3 clusters Score -1.116376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11163760.000000 Penalty: 3414.169434
	Iteration 92Q: 3 clusters Score -1.116376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11163760.000000 Penalty: 3414.169434
	Iteration 93F: 3 clusters Score -1.116376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Entering Unmasked Estep 
Score: -4805551.500000 Penalty: 1584.000244
	Iteration 0F: 2 clusters Score -4805552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4778216.000000 Penalty: 3168.000488
	Iteration 0F: 3 clusters Score -4778216 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4789065.500000 Penalty: 3168.000488
	Iteration 1F: 3 clusters Score -4789066 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4789827.000000 Penalty: 3168.000488
	Iteration 2Q: 3 clusters Score -4789827 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4790830.500000 Penalty: 3168.000488
	Iteration 3F: 3 clusters Score -4790830 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -4792201.500000 Penalty: 3168.000488
	Iteration 4F: 3 clusters Score -4792202 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -4794201.000000 Penalty: 3168.000488
	Iteration 5F: 3 clusters Score -4794201 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4796649.500000 Penalty: 3168.000488
	Iteration 6F: 3 clusters Score -4796650 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4799215.000000 Penalty: 3168.000488
	Iteration 7F: 3 clusters Score -4799215 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4801464.000000 Penalty: 3168.000488
	Iteration 8F: 3 clusters Score -4801464 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -4802980.000000 Penalty: 3168.000488
	Iteration 9Q: 3 clusters Score -4802980 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4803896.000000 Penalty: 3168.000488
	Iteration 10Q: 3 clusters Score -4803896 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -4804402.000000 Penalty: 3168.000488
	Iteration 11Q: 3 clusters Score -4804402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4804695.500000 Penalty: 3168.000488
	Iteration 12Q: 3 clusters Score -4804696 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4804875.500000 Penalty: 3168.000488
	Iteration 13Q: 3 clusters Score -4804876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -4804983.000000 Penalty: 3168.000488
	Iteration 14Q: 3 clusters Score -4804983 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -4805066.500000 Penalty: 3168.000488
	Iteration 15Q: 3 clusters Score -4805066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4805114.000000 Penalty: 3168.000488
	Iteration 16Q: 3 clusters Score -4805114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4805129.500000 Penalty: 3168.000488
	Iteration 17Q: 3 clusters Score -4805130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -4805144.000000 Penalty: 3168.000488
	Iteration 18Q: 3 clusters Score -4805144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -4805170.000000 Penalty: 3168.000488
	Iteration 19Q: 3 clusters Score -4805170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4805179.000000 Penalty: 3168.000488
	Iteration 20F: 3 clusters Score -4805179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -4805189.500000 Penalty: 3168.000488
	Iteration 21Q: 3 clusters Score -4805190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -4805199.500000 Penalty: 3168.000488
	Iteration 22Q: 3 clusters Score -4805200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4805210.000000 Penalty: 3168.000488
	Iteration 23Q: 3 clusters Score -4805210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4805223.500000 Penalty: 3168.000488
	Iteration 24Q: 3 clusters Score -4805224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4805224.500000 Penalty: 3168.000488
	Iteration 25Q: 3 clusters Score -4805224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4805224.500000 Penalty: 3168.000488
	Iteration 26Q: 3 clusters Score -4805224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4805233.000000 Penalty: 3168.000488
	Iteration 27Q: 3 clusters Score -4805233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4805241.500000 Penalty: 3168.000488
	Iteration 28Q: 3 clusters Score -4805242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4805239.500000 Penalty: 3168.000488
	Iteration 29Q: 3 clusters Score -4805240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -4805252.500000 Penalty: 3168.000488
	Iteration 30Q: 3 clusters Score -4805252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4805254.500000 Penalty: 3168.000488
	Iteration 31Q: 3 clusters Score -4805254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4805266.500000 Penalty: 3168.000488
	Iteration 32Q: 3 clusters Score -4805266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -4805261.000000 Penalty: 3168.000488
	Iteration 33Q: 3 clusters Score -4805261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4805254.500000 Penalty: 3168.000488
	Iteration 34Q: 3 clusters Score -4805254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4805252.500000 Penalty: 3168.000488
	Iteration 35Q: 3 clusters Score -4805252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4805256.500000 Penalty: 3168.000488
	Iteration 36Q: 3 clusters Score -4805256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4805255.000000 Penalty: 3168.000488
	Iteration 37Q: 3 clusters Score -4805255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4805252.500000 Penalty: 3168.000488
	Iteration 38Q: 3 clusters Score -4805252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4805256.500000 Penalty: 3168.000488
	Iteration 39Q: 3 clusters Score -4805256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4805253.500000 Penalty: 3168.000488
	Iteration 40F: 3 clusters Score -4805254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4805254.000000 Penalty: 3168.000488
	Iteration 41Q: 3 clusters Score -4805254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4805255.500000 Penalty: 3168.000488
	Iteration 42Q: 3 clusters Score -4805256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4805252.000000 Penalty: 3168.000488
	Iteration 43Q: 3 clusters Score -4805252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -4805256.000000 Penalty: 3168.000488
	Iteration 44Q: 3 clusters Score -4805256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -4805256.000000 Penalty: 3168.000488
	Iteration 45F: 3 clusters Score -4805256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1895564.250000 Penalty: 1450.711304
	Iteration 0F: 2 clusters Score -1895564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1884265.250000 Penalty: 2901.422607
	Iteration 0F: 3 clusters Score -1884265 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1888298.500000 Penalty: 2901.422607
	Iteration 1F: 3 clusters Score -1888298 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1888668.250000 Penalty: 2901.422607
	Iteration 2F: 3 clusters Score -1888668 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1888955.875000 Penalty: 2901.422607
	Iteration 3Q: 3 clusters Score -1888956 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1889232.250000 Penalty: 2901.422607
	Iteration 4Q: 3 clusters Score -1889232 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1889522.500000 Penalty: 2901.422607
	Iteration 5Q: 3 clusters Score -1889522 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1889889.125000 Penalty: 2901.422607
	Iteration 6Q: 3 clusters Score -1889889 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1890419.875000 Penalty: 2901.422607
	Iteration 7Q: 3 clusters Score -1890420 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1891047.875000 Penalty: 2901.422607
	Iteration 8F: 3 clusters Score -1891048 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1891759.000000 Penalty: 2901.422607
	Iteration 9F: 3 clusters Score -1891759 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1892448.625000 Penalty: 2901.422607
	Iteration 10F: 3 clusters Score -1892449 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1893071.625000 Penalty: 2901.422607
	Iteration 11F: 3 clusters Score -1893072 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1893603.625000 Penalty: 2901.422607
	Iteration 12Q: 3 clusters Score -1893604 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1894010.750000 Penalty: 2901.422607
	Iteration 13Q: 3 clusters Score -1894011 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1894351.875000 Penalty: 2901.422607
	Iteration 14Q: 3 clusters Score -1894352 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1894606.875000 Penalty: 2901.422607
	Iteration 15Q: 3 clusters Score -1894607 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1894769.875000 Penalty: 2901.422607
	Iteration 16Q: 3 clusters Score -1894770 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1894897.000000 Penalty: 2901.422607
	Iteration 17Q: 3 clusters Score -1894897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1894997.000000 Penalty: 2901.422607
	Iteration 18Q: 3 clusters Score -1894997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1895096.625000 Penalty: 2901.422607
	Iteration 19Q: 3 clusters Score -1895097 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1895236.250000 Penalty: 2901.422607
	Iteration 20F: 3 clusters Score -1895236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1895352.750000 Penalty: 2901.422607
	Iteration 21Q: 3 clusters Score -1895353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1895457.875000 Penalty: 2901.422607
	Iteration 22Q: 3 clusters Score -1895458 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1895559.625000 Penalty: 2901.422607
	Iteration 23Q: 3 clusters Score -1895560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1895655.375000 Penalty: 2901.422607
	Iteration 24Q: 3 clusters Score -1895655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1895753.625000 Penalty: 2901.422607
	Iteration 25Q: 3 clusters Score -1895754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1895828.625000 Penalty: 2901.422607
	Iteration 26Q: 3 clusters Score -1895829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1895903.125000 Penalty: 2901.422607
	Iteration 27Q: 3 clusters Score -1895903 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1895941.125000 Penalty: 2901.422607
	Iteration 28Q: 3 clusters Score -1895941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1895959.625000 Penalty: 2901.422607
	Iteration 29Q: 3 clusters Score -1895960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1895966.625000 Penalty: 2901.422607
	Iteration 30Q: 3 clusters Score -1895967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1895973.875000 Penalty: 2901.422607
	Iteration 31Q: 3 clusters Score -1895974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1895981.250000 Penalty: 2901.422607
	Iteration 32Q: 3 clusters Score -1895981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1895981.250000 Penalty: 2901.422607
	Iteration 33Q: 3 clusters Score -1895981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1895989.500000 Penalty: 2901.422607
	Iteration 34Q: 3 clusters Score -1895990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1895997.625000 Penalty: 2901.422607
	Iteration 35Q: 3 clusters Score -1895998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1895997.625000 Penalty: 2901.422607
	Iteration 36Q: 3 clusters Score -1895998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1895995.250000 Penalty: 2901.422607
	Iteration 37Q: 3 clusters Score -1895995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1896002.125000 Penalty: 2901.422607
	Iteration 38Q: 3 clusters Score -1896002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1896003.500000 Penalty: 2901.422607
	Iteration 39Q: 3 clusters Score -1896004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1896008.750000 Penalty: 2901.422607
	Iteration 40F: 3 clusters Score -1896009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1896009.625000 Penalty: 2901.422607
	Iteration 41Q: 3 clusters Score -1896010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1896005.875000 Penalty: 2901.422607
	Iteration 42Q: 3 clusters Score -1896006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1896009.250000 Penalty: 2901.422607
	Iteration 43Q: 3 clusters Score -1896009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1896009.375000 Penalty: 2901.422607
	Iteration 44Q: 3 clusters Score -1896009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1896012.750000 Penalty: 2901.422607
	Iteration 45Q: 3 clusters Score -1896013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1896008.250000 Penalty: 2901.422607
	Iteration 46Q: 3 clusters Score -1896008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1896009.875000 Penalty: 2901.422607
	Iteration 47Q: 3 clusters Score -1896010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1896009.875000 Penalty: 2901.422607
	Iteration 48F: 3 clusters Score -1896010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Entering Unmasked Estep 
Score: -110945432.000000 Penalty: 92534.007812
Splitting cluster 20 changes total score from -110917256.000000 to -110945432.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -48406.269531 Penalty: 913.614807
	Iteration 0F: 2 clusters Score -48406.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47552.417969 Penalty: 1827.229614
	Iteration 0F: 3 clusters Score -47552.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47709.988281 Penalty: 1827.229614
	Iteration 1F: 3 clusters Score -47709.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47762.742188 Penalty: 1827.229614
	Iteration 2Q: 3 clusters Score -47762.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47785.867188 Penalty: 1827.229614
	Iteration 3Q: 3 clusters Score -47785.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47796.589844 Penalty: 1827.229614
	Iteration 4Q: 3 clusters Score -47796.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47804.414062 Penalty: 1827.229614
	Iteration 5Q: 3 clusters Score -47804.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47805.984375 Penalty: 1827.229614
	Iteration 6Q: 3 clusters Score -47805.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47805.984375 Penalty: 1827.229614
	Iteration 7F: 3 clusters Score -47805.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -923539.187500 Penalty: 1345.754517
	Iteration 0F: 2 clusters Score -923539.2 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 4235 members 
Entering Unmasked Estep 
Score: -917723.125000 Penalty: 2691.509033
	Iteration 0F: 3 clusters Score -917723.1 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -919574.625000 Penalty: 2691.509033
	Iteration 1F: 3 clusters Score -919574.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -919898.437500 Penalty: 2691.509033
	Iteration 2F: 3 clusters Score -919898.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -920131.250000 Penalty: 2691.509033
	Iteration 3F: 3 clusters Score -920131.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -920313.250000 Penalty: 2691.509033
	Iteration 4Q: 3 clusters Score -920313.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -920468.000000 Penalty: 2691.509033
	Iteration 5Q: 3 clusters Score -920468 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -920601.687500 Penalty: 2691.509033
	Iteration 6Q: 3 clusters Score -920601.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -920722.250000 Penalty: 2691.509033
	Iteration 7Q: 3 clusters Score -920722.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -920825.250000 Penalty: 2691.509033
	Iteration 8Q: 3 clusters Score -920825.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -920896.625000 Penalty: 2691.509033
	Iteration 9Q: 3 clusters Score -920896.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -920975.187500 Penalty: 2691.509033
	Iteration 10Q: 3 clusters Score -920975.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -921045.312500 Penalty: 2691.509033
	Iteration 11Q: 3 clusters Score -921045.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -921119.062500 Penalty: 2691.509033
	Iteration 12Q: 3 clusters Score -921119.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -921199.687500 Penalty: 2691.509033
	Iteration 13Q: 3 clusters Score -921199.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -921292.187500 Penalty: 2691.509033
	Iteration 14Q: 3 clusters Score -921292.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -921373.062500 Penalty: 2691.509033
	Iteration 15Q: 3 clusters Score -921373.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -921458.062500 Penalty: 2691.509033
	Iteration 16Q: 3 clusters Score -921458.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -921528.500000 Penalty: 2691.509033
	Iteration 17Q: 3 clusters Score -921528.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -921588.250000 Penalty: 2691.509033
	Iteration 18Q: 3 clusters Score -921588.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -921663.562500 Penalty: 2691.509033
	Iteration 19Q: 3 clusters Score -921663.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -921748.750000 Penalty: 2691.509033
	Iteration 20F: 3 clusters Score -921748.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -921831.187500 Penalty: 2691.509033
	Iteration 21Q: 3 clusters Score -921831.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -921917.250000 Penalty: 2691.509033
	Iteration 22Q: 3 clusters Score -921917.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -921988.875000 Penalty: 2691.509033
	Iteration 23Q: 3 clusters Score -921988.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -922044.000000 Penalty: 2691.509033
	Iteration 24Q: 3 clusters Score -922044 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -922100.375000 Penalty: 2691.509033
	Iteration 25Q: 3 clusters Score -922100.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -922144.937500 Penalty: 2691.509033
	Iteration 26Q: 3 clusters Score -922144.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -922207.812500 Penalty: 2691.509033
	Iteration 27Q: 3 clusters Score -922207.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -922290.312500 Penalty: 2691.509033
	Iteration 28Q: 3 clusters Score -922290.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -922413.687500 Penalty: 2691.509033
	Iteration 29Q: 3 clusters Score -922413.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -922636.500000 Penalty: 2691.509033
	Iteration 30Q: 3 clusters Score -922636.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -922897.062500 Penalty: 2691.509033
	Iteration 31Q: 3 clusters Score -922897.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -923081.000000 Penalty: 2691.509033
	Iteration 32Q: 3 clusters Score -923081 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -923195.750000 Penalty: 2691.509033
	Iteration 33Q: 3 clusters Score -923195.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -923260.000000 Penalty: 2691.509033
	Iteration 34Q: 3 clusters Score -923260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -923311.500000 Penalty: 2691.509033
	Iteration 35Q: 3 clusters Score -923311.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -923358.812500 Penalty: 2691.509033
	Iteration 36Q: 3 clusters Score -923358.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -923400.937500 Penalty: 2691.509033
	Iteration 37Q: 3 clusters Score -923400.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -923432.500000 Penalty: 2691.509033
	Iteration 38Q: 3 clusters Score -923432.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -923459.875000 Penalty: 2691.509033
	Iteration 39Q: 3 clusters Score -923459.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -923480.437500 Penalty: 2691.509033
	Iteration 40F: 3 clusters Score -923480.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -923492.875000 Penalty: 2691.509033
	Iteration 41Q: 3 clusters Score -923492.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -923508.812500 Penalty: 2691.509033
	Iteration 42Q: 3 clusters Score -923508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -923520.500000 Penalty: 2691.509033
	Iteration 43Q: 3 clusters Score -923520.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -923528.375000 Penalty: 2691.509033
	Iteration 44Q: 3 clusters Score -923528.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -923533.312500 Penalty: 2691.509033
	Iteration 45Q: 3 clusters Score -923533.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -923540.187500 Penalty: 2691.509033
	Iteration 46Q: 3 clusters Score -923540.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -923544.312500 Penalty: 2691.509033
	Iteration 47Q: 3 clusters Score -923544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -923552.062500 Penalty: 2691.509033
	Iteration 48Q: 3 clusters Score -923552.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -923560.687500 Penalty: 2691.509033
	Iteration 49Q: 3 clusters Score -923560.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -923567.750000 Penalty: 2691.509033
	Iteration 50Q: 3 clusters Score -923567.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -923568.937500 Penalty: 2691.509033
	Iteration 51Q: 3 clusters Score -923568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -923574.812500 Penalty: 2691.509033
	Iteration 52Q: 3 clusters Score -923574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -923576.562500 Penalty: 2691.509033
	Iteration 53Q: 3 clusters Score -923576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -923576.625000 Penalty: 2691.509033
	Iteration 54Q: 3 clusters Score -923576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -923580.500000 Penalty: 2691.509033
	Iteration 55Q: 3 clusters Score -923580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -923582.437500 Penalty: 2691.509033
	Iteration 56Q: 3 clusters Score -923582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -923583.437500 Penalty: 2691.509033
	Iteration 57Q: 3 clusters Score -923583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -923582.937500 Penalty: 2691.509033
	Iteration 58Q: 3 clusters Score -923582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -923583.562500 Penalty: 2691.509033
	Iteration 59Q: 3 clusters Score -923583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -923583.562500 Penalty: 2691.509033
	Iteration 60F: 3 clusters Score -923583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -923583.437500 Penalty: 2691.509033
	Iteration 61Q: 3 clusters Score -923583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -923584.000000 Penalty: 2691.509033
	Iteration 62Q: 3 clusters Score -923584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -923583.687500 Penalty: 2691.509033
	Iteration 63Q: 3 clusters Score -923583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -923585.500000 Penalty: 2691.509033
	Iteration 64Q: 3 clusters Score -923585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -923584.500000 Penalty: 2691.509033
	Iteration 65Q: 3 clusters Score -923584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -923584.500000 Penalty: 2691.509033
	Iteration 66F: 3 clusters Score -923584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Mstep: Class 46 contains 3835 members 
Entering Unmasked Estep 
Score: -110944792.000000 Penalty: 94590.312500
Splitting cluster 22 changes total score from -110917256.000000 to -110944792.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 23 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -365927.843750 Penalty: 1228.157715
	Iteration 0F: 2 clusters Score -365927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -363037.093750 Penalty: 2456.315430
	Iteration 0F: 3 clusters Score -363037.1 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -364291.375000 Penalty: 2456.315430
	Iteration 1F: 3 clusters Score -364291.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -364799.125000 Penalty: 2456.315430
	Iteration 2F: 3 clusters Score -364799.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -365257.531250 Penalty: 2456.315430
	Iteration 3F: 3 clusters Score -365257.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -365618.906250 Penalty: 2456.315430
	Iteration 4F: 3 clusters Score -365618.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -365861.812500 Penalty: 2456.315430
	Iteration 5F: 3 clusters Score -365861.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -366015.625000 Penalty: 2456.315430
	Iteration 6Q: 3 clusters Score -366015.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -366113.031250 Penalty: 2456.315430
	Iteration 7Q: 3 clusters Score -366113 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -366176.500000 Penalty: 2456.315430
	Iteration 8Q: 3 clusters Score -366176.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -366208.937500 Penalty: 2456.315430
	Iteration 9Q: 3 clusters Score -366208.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -366233.312500 Penalty: 2456.315430
	Iteration 10Q: 3 clusters Score -366233.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -366242.250000 Penalty: 2456.315430
	Iteration 11Q: 3 clusters Score -366242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -366246.250000 Penalty: 2456.315430
	Iteration 12Q: 3 clusters Score -366246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -366251.031250 Penalty: 2456.315430
	Iteration 13Q: 3 clusters Score -366251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -366252.968750 Penalty: 2456.315430
	Iteration 14Q: 3 clusters Score -366253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -366257.625000 Penalty: 2456.315430
	Iteration 15Q: 3 clusters Score -366257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -366261.406250 Penalty: 2456.315430
	Iteration 16Q: 3 clusters Score -366261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -366263.156250 Penalty: 2456.315430
	Iteration 17Q: 3 clusters Score -366263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -366263.375000 Penalty: 2456.315430
	Iteration 18Q: 3 clusters Score -366263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -366263.500000 Penalty: 2456.315430
	Iteration 19Q: 3 clusters Score -366263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -366263.500000 Penalty: 2456.315430
	Iteration 20F: 3 clusters Score -366263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 1579 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Mstep: Class 46 contains 3835 members 
Mstep: Class 47 contains 2469 members 
Entering Unmasked Estep 
Score: -110944336.000000 Penalty: 96646.625000
Splitting cluster 23 changes total score from -110917256.000000 to -110944336.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 24 (72122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Entering Unmasked Estep 
Score: -8039491.500000 Penalty: 1664.493896
	Iteration 0F: 2 clusters Score -8039492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -7992504.500000 Penalty: 3328.987793
	Iteration 0F: 3 clusters Score -7992504 nChanged 33805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8012152.500000 Penalty: 3328.987793
	Iteration 1F: 3 clusters Score -8012152 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8013584.000000 Penalty: 3328.987793
	Iteration 2Q: 3 clusters Score -8013584 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -8015353.000000 Penalty: 3328.987793
	Iteration 3F: 3 clusters Score -8015353 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -8017549.000000 Penalty: 3328.987793
	Iteration 4F: 3 clusters Score -8017549 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8020209.500000 Penalty: 3328.987793
	Iteration 5F: 3 clusters Score -8020210 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -8023089.000000 Penalty: 3328.987793
	Iteration 6F: 3 clusters Score -8023089 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -8026128.000000 Penalty: 3328.987793
	Iteration 7F: 3 clusters Score -8026128 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8028767.000000 Penalty: 3328.987793
	Iteration 8F: 3 clusters Score -8028767 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8030899.000000 Penalty: 3328.987793
	Iteration 9Q: 3 clusters Score -8030899 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -8032141.000000 Penalty: 3328.987793
	Iteration 10Q: 3 clusters Score -8032141 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8033007.000000 Penalty: 3328.987793
	Iteration 11Q: 3 clusters Score -8033007 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8033603.500000 Penalty: 3328.987793
	Iteration 12Q: 3 clusters Score -8033604 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8034061.000000 Penalty: 3328.987793
	Iteration 13Q: 3 clusters Score -8034061 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8034453.500000 Penalty: 3328.987793
	Iteration 14Q: 3 clusters Score -8034454 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8034712.000000 Penalty: 3328.987793
	Iteration 15Q: 3 clusters Score -8034712 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -8034961.500000 Penalty: 3328.987793
	Iteration 16Q: 3 clusters Score -8034962 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -8035107.500000 Penalty: 3328.987793
	Iteration 17Q: 3 clusters Score -8035108 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -8035256.000000 Penalty: 3328.987793
	Iteration 18Q: 3 clusters Score -8035256 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8035392.500000 Penalty: 3328.987793
	Iteration 19Q: 3 clusters Score -8035392 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -8035472.000000 Penalty: 3328.987793
	Iteration 20F: 3 clusters Score -8035472 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -8035562.000000 Penalty: 3328.987793
	Iteration 21Q: 3 clusters Score -8035562 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -8035623.000000 Penalty: 3328.987793
	Iteration 22Q: 3 clusters Score -8035623 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -8035677.000000 Penalty: 3328.987793
	Iteration 23Q: 3 clusters Score -8035677 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -8035706.000000 Penalty: 3328.987793
	Iteration 24Q: 3 clusters Score -8035706 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -8035722.500000 Penalty: 3328.987793
	Iteration 25Q: 3 clusters Score -8035722 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -8035752.000000 Penalty: 3328.987793
	Iteration 26Q: 3 clusters Score -8035752 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -8035790.000000 Penalty: 3328.987793
	Iteration 27Q: 3 clusters Score -8035790 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -8035854.500000 Penalty: 3328.987793
	Iteration 28Q: 3 clusters Score -8035854 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -8035893.000000 Penalty: 3328.987793
	Iteration 29Q: 3 clusters Score -8035893 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -8035923.000000 Penalty: 3328.987793
	Iteration 30Q: 3 clusters Score -8035923 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -8035974.500000 Penalty: 3328.987793
	Iteration 31Q: 3 clusters Score -8035974 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -8036000.000000 Penalty: 3328.987793
	Iteration 32Q: 3 clusters Score -8036000 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -8036027.000000 Penalty: 3328.987793
	Iteration 33Q: 3 clusters Score -8036027 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -8036083.500000 Penalty: 3328.987793
	Iteration 34Q: 3 clusters Score -8036084 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -8036115.000000 Penalty: 3328.987793
	Iteration 35Q: 3 clusters Score -8036115 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -8036176.500000 Penalty: 3328.987793
	Iteration 36Q: 3 clusters Score -8036176 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -8036219.500000 Penalty: 3328.987793
	Iteration 37Q: 3 clusters Score -8036220 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -8036247.500000 Penalty: 3328.987793
	Iteration 38Q: 3 clusters Score -8036248 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -8036293.500000 Penalty: 3328.987793
	Iteration 39Q: 3 clusters Score -8036294 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -8036326.500000 Penalty: 3328.987793
	Iteration 40F: 3 clusters Score -8036326 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -8036334.500000 Penalty: 3328.987793
	Iteration 41Q: 3 clusters Score -8036334 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -8036427.500000 Penalty: 3328.987793
	Iteration 42Q: 3 clusters Score -8036428 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -8036443.000000 Penalty: 3328.987793
	Iteration 43Q: 3 clusters Score -8036443 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -8036513.000000 Penalty: 3328.987793
	Iteration 44Q: 3 clusters Score -8036513 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -8036534.000000 Penalty: 3328.987793
	Iteration 45Q: 3 clusters Score -8036534 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -8036596.500000 Penalty: 3328.987793
	Iteration 46Q: 3 clusters Score -8036596 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -8036640.000000 Penalty: 3328.987793
	Iteration 47Q: 3 clusters Score -8036640 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -8036713.500000 Penalty: 3328.987793
	Iteration 48Q: 3 clusters Score -8036714 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -8036777.500000 Penalty: 3328.987793
	Iteration 49Q: 3 clusters Score -8036778 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -8036878.000000 Penalty: 3328.987793
	Iteration 50Q: 3 clusters Score -8036878 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -8036955.000000 Penalty: 3328.987793
	Iteration 51Q: 3 clusters Score -8036955 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -8037074.500000 Penalty: 3328.987793
	Iteration 52Q: 3 clusters Score -8037074 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -8037134.000000 Penalty: 3328.987793
	Iteration 53Q: 3 clusters Score -8037134 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -8037252.500000 Penalty: 3328.987793
	Iteration 54Q: 3 clusters Score -8037252 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -8037400.000000 Penalty: 3328.987793
	Iteration 55Q: 3 clusters Score -8037400 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -8037511.500000 Penalty: 3328.987793
	Iteration 56Q: 3 clusters Score -8037512 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -8037604.500000 Penalty: 3328.987793
	Iteration 57Q: 3 clusters Score -8037604 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -8037719.000000 Penalty: 3328.987793
	Iteration 58Q: 3 clusters Score -8037719 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -8037834.000000 Penalty: 3328.987793
	Iteration 59Q: 3 clusters Score -8037834 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -8037902.500000 Penalty: 3328.987793
	Iteration 60F: 3 clusters Score -8037902 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -8037967.000000 Penalty: 3328.987793
	Iteration 61Q: 3 clusters Score -8037967 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -8038078.500000 Penalty: 3328.987793
	Iteration 62Q: 3 clusters Score -8038078 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8038170.500000 Penalty: 3328.987793
	Iteration 63Q: 3 clusters Score -8038170 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -8038257.500000 Penalty: 3328.987793
	Iteration 64Q: 3 clusters Score -8038258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -8038364.000000 Penalty: 3328.987793
	Iteration 65Q: 3 clusters Score -8038364 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -8038444.500000 Penalty: 3328.987793
	Iteration 66Q: 3 clusters Score -8038444 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -8038502.000000 Penalty: 3328.987793
	Iteration 67Q: 3 clusters Score -8038502 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8038535.500000 Penalty: 3328.987793
	Iteration 68Q: 3 clusters Score -8038536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -8038606.500000 Penalty: 3328.987793
	Iteration 69Q: 3 clusters Score -8038606 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -8038649.000000 Penalty: 3328.987793
	Iteration 70Q: 3 clusters Score -8038649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -8038695.000000 Penalty: 3328.987793
	Iteration 71Q: 3 clusters Score -8038695 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8038762.500000 Penalty: 3328.987793
	Iteration 72Q: 3 clusters Score -8038762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8038775.000000 Penalty: 3328.987793
	Iteration 73Q: 3 clusters Score -8038775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -8038837.000000 Penalty: 3328.987793
	Iteration 74Q: 3 clusters Score -8038837 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -8038827.500000 Penalty: 3328.987793
	Iteration 75Q: 3 clusters Score -8038828 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -8038863.500000 Penalty: 3328.987793
	Iteration 76Q: 3 clusters Score -8038864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -8038884.500000 Penalty: 3328.987793
	Iteration 77Q: 3 clusters Score -8038884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -8038899.500000 Penalty: 3328.987793
	Iteration 78Q: 3 clusters Score -8038900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -8038923.500000 Penalty: 3328.987793
	Iteration 79Q: 3 clusters Score -8038924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -8038947.500000 Penalty: 3328.987793
	Iteration 80F: 3 clusters Score -8038948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -8038948.000000 Penalty: 3328.987793
	Iteration 81Q: 3 clusters Score -8038948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -8038968.500000 Penalty: 3328.987793
	Iteration 82Q: 3 clusters Score -8038968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -8038981.500000 Penalty: 3328.987793
	Iteration 83Q: 3 clusters Score -8038982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -8038994.000000 Penalty: 3328.987793
	Iteration 84Q: 3 clusters Score -8038994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -8039004.500000 Penalty: 3328.987793
	Iteration 85Q: 3 clusters Score -8039004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -8039008.000000 Penalty: 3328.987793
	Iteration 86Q: 3 clusters Score -8039008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -8039009.000000 Penalty: 3328.987793
	Iteration 87Q: 3 clusters Score -8039009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -8039015.500000 Penalty: 3328.987793
	Iteration 88Q: 3 clusters Score -8039016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -8039015.000000 Penalty: 3328.987793
	Iteration 89Q: 3 clusters Score -8039015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -8039020.000000 Penalty: 3328.987793
	Iteration 90Q: 3 clusters Score -8039020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -8039018.000000 Penalty: 3328.987793
	Iteration 91Q: 3 clusters Score -8039018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -8039020.500000 Penalty: 3328.987793
	Iteration 92Q: 3 clusters Score -8039020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -8039035.500000 Penalty: 3328.987793
	Iteration 93Q: 3 clusters Score -8039036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -8039043.500000 Penalty: 3328.987793
	Iteration 94Q: 3 clusters Score -8039044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -8039052.000000 Penalty: 3328.987793
	Iteration 95Q: 3 clusters Score -8039052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -8039060.500000 Penalty: 3328.987793
	Iteration 96Q: 3 clusters Score -8039060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -8039063.000000 Penalty: 3328.987793
	Iteration 97Q: 3 clusters Score -8039063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -8039053.500000 Penalty: 3328.987793
	Iteration 98Q: 3 clusters Score -8039054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -8039066.000000 Penalty: 3328.987793
	Iteration 99Q: 3 clusters Score -8039066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -8039073.000000 Penalty: 3328.987793
	Iteration 100F: 3 clusters Score -8039073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -8039057.000000 Penalty: 3328.987793
	Iteration 101Q: 3 clusters Score -8039057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -8039047.500000 Penalty: 3328.987793
	Iteration 102Q: 3 clusters Score -8039048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -8039057.000000 Penalty: 3328.987793
	Iteration 103Q: 3 clusters Score -8039057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -8039048.500000 Penalty: 3328.987793
	Iteration 104Q: 3 clusters Score -8039048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -8039060.000000 Penalty: 3328.987793
	Iteration 105Q: 3 clusters Score -8039060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -8039064.000000 Penalty: 3328.987793
	Iteration 106Q: 3 clusters Score -8039064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -8039061.000000 Penalty: 3328.987793
	Iteration 107Q: 3 clusters Score -8039061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -8039060.500000 Penalty: 3328.987793
	Iteration 108Q: 3 clusters Score -8039060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -8039063.000000 Penalty: 3328.987793
	Iteration 109Q: 3 clusters Score -8039063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -8039071.500000 Penalty: 3328.987793
	Iteration 110Q: 3 clusters Score -8039072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -8039071.000000 Penalty: 3328.987793
	Iteration 111Q: 3 clusters Score -8039071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -8039071.500000 Penalty: 3328.987793
	Iteration 112Q: 3 clusters Score -8039072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8039066.500000 Penalty: 3328.987793
	Iteration 113Q: 3 clusters Score -8039066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -8039074.000000 Penalty: 3328.987793
	Iteration 114Q: 3 clusters Score -8039074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -8039067.500000 Penalty: 3328.987793
	Iteration 115Q: 3 clusters Score -8039068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -8039069.500000 Penalty: 3328.987793
	Iteration 116Q: 3 clusters Score -8039070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -8039061.000000 Penalty: 3328.987793
	Iteration 117Q: 3 clusters Score -8039061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -8039063.500000 Penalty: 3328.987793
	Iteration 118Q: 3 clusters Score -8039064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -8039059.000000 Penalty: 3328.987793
	Iteration 119Q: 3 clusters Score -8039059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -8039067.000000 Penalty: 3328.987793
	Iteration 120F: 3 clusters Score -8039067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -8039076.000000 Penalty: 3328.987793
	Iteration 121Q: 3 clusters Score -8039076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -8039075.000000 Penalty: 3328.987793
	Iteration 122Q: 3 clusters Score -8039075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -8039073.500000 Penalty: 3328.987793
	Iteration 123Q: 3 clusters Score -8039074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -8039073.500000 Penalty: 3328.987793
	Iteration 124Q: 3 clusters Score -8039074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -8039077.500000 Penalty: 3328.987793
	Iteration 125Q: 3 clusters Score -8039078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -8039077.500000 Penalty: 3328.987793
	Iteration 126Q: 3 clusters Score -8039078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -8039076.500000 Penalty: 3328.987793
	Iteration 127Q: 3 clusters Score -8039076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -8039076.500000 Penalty: 3328.987793
	Iteration 128F: 3 clusters Score -8039076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -131484.453125 Penalty: 1095.844604
	Iteration 0F: 2 clusters Score -131484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -129938.023438 Penalty: 2191.689209
	Iteration 0F: 3 clusters Score -129938 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -130399.179688 Penalty: 2191.689209
	Iteration 1F: 3 clusters Score -130399.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -130592.000000 Penalty: 2191.689209
	Iteration 2F: 3 clusters Score -130592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -130842.406250 Penalty: 2191.689209
	Iteration 3F: 3 clusters Score -130842.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -131131.812500 Penalty: 2191.689209
	Iteration 4F: 3 clusters Score -131131.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -131592.234375 Penalty: 2191.689209
	Iteration 5F: 3 clusters Score -131592.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132155.953125 Penalty: 2191.689209
	Iteration 6F: 3 clusters Score -132156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132549.609375 Penalty: 2191.689209
	Iteration 7F: 3 clusters Score -132549.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132847.640625 Penalty: 2191.689209
	Iteration 8F: 3 clusters Score -132847.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132949.531250 Penalty: 2191.689209
	Iteration 9Q: 3 clusters Score -132949.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133022.781250 Penalty: 2191.689209
	Iteration 10Q: 3 clusters Score -133022.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133102.296875 Penalty: 2191.689209
	Iteration 11Q: 3 clusters Score -133102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133126.546875 Penalty: 2191.689209
	Iteration 12Q: 3 clusters Score -133126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133135.953125 Penalty: 2191.689209
	Iteration 13Q: 3 clusters Score -133136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133148.859375 Penalty: 2191.689209
	Iteration 14Q: 3 clusters Score -133148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133162.328125 Penalty: 2191.689209
	Iteration 15Q: 3 clusters Score -133162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133173.046875 Penalty: 2191.689209
	Iteration 16Q: 3 clusters Score -133173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133175.750000 Penalty: 2191.689209
	Iteration 17Q: 3 clusters Score -133175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133186.218750 Penalty: 2191.689209
	Iteration 18Q: 3 clusters Score -133186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133197.546875 Penalty: 2191.689209
	Iteration 19Q: 3 clusters Score -133197.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133225.875000 Penalty: 2191.689209
	Iteration 20F: 3 clusters Score -133225.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133251.953125 Penalty: 2191.689209
	Iteration 21Q: 3 clusters Score -133252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133268.812500 Penalty: 2191.689209
	Iteration 22Q: 3 clusters Score -133268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133277.062500 Penalty: 2191.689209
	Iteration 23Q: 3 clusters Score -133277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133281.796875 Penalty: 2191.689209
	Iteration 24Q: 3 clusters Score -133281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133283.703125 Penalty: 2191.689209
	Iteration 25Q: 3 clusters Score -133283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133284.203125 Penalty: 2191.689209
	Iteration 26Q: 3 clusters Score -133284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133284.203125 Penalty: 2191.689209
	Iteration 27F: 3 clusters Score -133284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 42441 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Mstep: Class 46 contains 3835 members 
Mstep: Class 47 contains 2469 members 
Mstep: Class 48 contains 709 members 
Entering Unmasked Estep 
Score: -110945272.000000 Penalty: 98702.937500
Splitting cluster 25 changes total score from -110917256.000000 to -110945272.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 26 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -575380.875000 Penalty: 1276.365234
	Iteration 0F: 2 clusters Score -575380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -571510.312500 Penalty: 2552.730469
	Iteration 0F: 3 clusters Score -571510.3 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -572714.187500 Penalty: 2552.730469
	Iteration 1F: 3 clusters Score -572714.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -572952.687500 Penalty: 2552.730469
	Iteration 2F: 3 clusters Score -572952.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -573080.062500 Penalty: 2552.730469
	Iteration 3F: 3 clusters Score -573080.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -573178.625000 Penalty: 2552.730469
	Iteration 4Q: 3 clusters Score -573178.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -573277.687500 Penalty: 2552.730469
	Iteration 5Q: 3 clusters Score -573277.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -573387.750000 Penalty: 2552.730469
	Iteration 6Q: 3 clusters Score -573387.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -573493.125000 Penalty: 2552.730469
	Iteration 7Q: 3 clusters Score -573493.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -573604.125000 Penalty: 2552.730469
	Iteration 8Q: 3 clusters Score -573604.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -573697.937500 Penalty: 2552.730469
	Iteration 9Q: 3 clusters Score -573697.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -573786.625000 Penalty: 2552.730469
	Iteration 10Q: 3 clusters Score -573786.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -573873.875000 Penalty: 2552.730469
	Iteration 11Q: 3 clusters Score -573873.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -573975.000000 Penalty: 2552.730469
	Iteration 12Q: 3 clusters Score -573975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -574074.125000 Penalty: 2552.730469
	Iteration 13Q: 3 clusters Score -574074.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -574151.687500 Penalty: 2552.730469
	Iteration 14Q: 3 clusters Score -574151.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -574234.187500 Penalty: 2552.730469
	Iteration 15Q: 3 clusters Score -574234.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -574303.125000 Penalty: 2552.730469
	Iteration 16Q: 3 clusters Score -574303.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -574357.750000 Penalty: 2552.730469
	Iteration 17Q: 3 clusters Score -574357.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -574405.687500 Penalty: 2552.730469
	Iteration 18Q: 3 clusters Score -574405.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -574443.625000 Penalty: 2552.730469
	Iteration 19Q: 3 clusters Score -574443.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -574464.500000 Penalty: 2552.730469
	Iteration 20F: 3 clusters Score -574464.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -574486.312500 Penalty: 2552.730469
	Iteration 21Q: 3 clusters Score -574486.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -574506.187500 Penalty: 2552.730469
	Iteration 22Q: 3 clusters Score -574506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -574520.750000 Penalty: 2552.730469
	Iteration 23Q: 3 clusters Score -574520.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -574531.062500 Penalty: 2552.730469
	Iteration 24Q: 3 clusters Score -574531.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -574539.125000 Penalty: 2552.730469
	Iteration 25Q: 3 clusters Score -574539.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -574542.375000 Penalty: 2552.730469
	Iteration 26Q: 3 clusters Score -574542.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -574550.250000 Penalty: 2552.730469
	Iteration 27Q: 3 clusters Score -574550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -574561.187500 Penalty: 2552.730469
	Iteration 28Q: 3 clusters Score -574561.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -574571.000000 Penalty: 2552.730469
	Iteration 29Q: 3 clusters Score -574571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -574577.500000 Penalty: 2552.730469
	Iteration 30Q: 3 clusters Score -574577.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -574584.250000 Penalty: 2552.730469
	Iteration 31Q: 3 clusters Score -574584.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -574593.500000 Penalty: 2552.730469
	Iteration 32Q: 3 clusters Score -574593.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -574602.125000 Penalty: 2552.730469
	Iteration 33Q: 3 clusters Score -574602.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -574607.375000 Penalty: 2552.730469
	Iteration 34Q: 3 clusters Score -574607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -574608.312500 Penalty: 2552.730469
	Iteration 35Q: 3 clusters Score -574608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -574609.375000 Penalty: 2552.730469
	Iteration 36Q: 3 clusters Score -574609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -574612.312500 Penalty: 2552.730469
	Iteration 37Q: 3 clusters Score -574612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -574615.812500 Penalty: 2552.730469
	Iteration 38Q: 3 clusters Score -574615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -574619.875000 Penalty: 2552.730469
	Iteration 39Q: 3 clusters Score -574619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -574623.000000 Penalty: 2552.730469
	Iteration 40F: 3 clusters Score -574623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -574626.312500 Penalty: 2552.730469
	Iteration 41Q: 3 clusters Score -574626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -574629.312500 Penalty: 2552.730469
	Iteration 42Q: 3 clusters Score -574629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -574630.125000 Penalty: 2552.730469
	Iteration 43Q: 3 clusters Score -574630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -574630.625000 Penalty: 2552.730469
	Iteration 44Q: 3 clusters Score -574630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -574630.750000 Penalty: 2552.730469
	Iteration 45Q: 3 clusters Score -574630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -574631.250000 Penalty: 2552.730469
	Iteration 46Q: 3 clusters Score -574631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -574632.500000 Penalty: 2552.730469
	Iteration 47Q: 3 clusters Score -574632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -574632.500000 Penalty: 2552.730469
	Iteration 48F: 3 clusters Score -574632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -570481.500000 Penalty: 1274.816650
	Iteration 0F: 2 clusters Score -570481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -566672.812500 Penalty: 2549.633301
	Iteration 0F: 3 clusters Score -566672.8 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -567799.750000 Penalty: 2549.633301
	Iteration 1F: 3 clusters Score -567799.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -568048.062500 Penalty: 2549.633301
	Iteration 2F: 3 clusters Score -568048.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -568181.000000 Penalty: 2549.633301
	Iteration 3F: 3 clusters Score -568181 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -568300.625000 Penalty: 2549.633301
	Iteration 4Q: 3 clusters Score -568300.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -568376.250000 Penalty: 2549.633301
	Iteration 5Q: 3 clusters Score -568376.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -568440.500000 Penalty: 2549.633301
	Iteration 6Q: 3 clusters Score -568440.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -568504.562500 Penalty: 2549.633301
	Iteration 7Q: 3 clusters Score -568504.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -568571.625000 Penalty: 2549.633301
	Iteration 8Q: 3 clusters Score -568571.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -568639.500000 Penalty: 2549.633301
	Iteration 9Q: 3 clusters Score -568639.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -568708.562500 Penalty: 2549.633301
	Iteration 10Q: 3 clusters Score -568708.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -568784.750000 Penalty: 2549.633301
	Iteration 11Q: 3 clusters Score -568784.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -568854.437500 Penalty: 2549.633301
	Iteration 12Q: 3 clusters Score -568854.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -568928.562500 Penalty: 2549.633301
	Iteration 13Q: 3 clusters Score -568928.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -569021.437500 Penalty: 2549.633301
	Iteration 14Q: 3 clusters Score -569021.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -569104.625000 Penalty: 2549.633301
	Iteration 15Q: 3 clusters Score -569104.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -569192.437500 Penalty: 2549.633301
	Iteration 16Q: 3 clusters Score -569192.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -569282.750000 Penalty: 2549.633301
	Iteration 17Q: 3 clusters Score -569282.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -569375.187500 Penalty: 2549.633301
	Iteration 18Q: 3 clusters Score -569375.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -569438.812500 Penalty: 2549.633301
	Iteration 19Q: 3 clusters Score -569438.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -569507.375000 Penalty: 2549.633301
	Iteration 20F: 3 clusters Score -569507.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -569578.562500 Penalty: 2549.633301
	Iteration 21Q: 3 clusters Score -569578.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -569644.625000 Penalty: 2549.633301
	Iteration 22Q: 3 clusters Score -569644.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -569683.750000 Penalty: 2549.633301
	Iteration 23Q: 3 clusters Score -569683.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -569713.812500 Penalty: 2549.633301
	Iteration 24Q: 3 clusters Score -569713.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -569733.000000 Penalty: 2549.633301
	Iteration 25Q: 3 clusters Score -569733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -569748.062500 Penalty: 2549.633301
	Iteration 26Q: 3 clusters Score -569748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -569756.312500 Penalty: 2549.633301
	Iteration 27Q: 3 clusters Score -569756.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -569766.562500 Penalty: 2549.633301
	Iteration 28Q: 3 clusters Score -569766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -569776.750000 Penalty: 2549.633301
	Iteration 29Q: 3 clusters Score -569776.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -569793.500000 Penalty: 2549.633301
	Iteration 30Q: 3 clusters Score -569793.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -569812.250000 Penalty: 2549.633301
	Iteration 31Q: 3 clusters Score -569812.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -569835.625000 Penalty: 2549.633301
	Iteration 32Q: 3 clusters Score -569835.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -569859.375000 Penalty: 2549.633301
	Iteration 33Q: 3 clusters Score -569859.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -569876.375000 Penalty: 2549.633301
	Iteration 34Q: 3 clusters Score -569876.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -569886.750000 Penalty: 2549.633301
	Iteration 35Q: 3 clusters Score -569886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -569897.187500 Penalty: 2549.633301
	Iteration 36Q: 3 clusters Score -569897.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -569906.312500 Penalty: 2549.633301
	Iteration 37Q: 3 clusters Score -569906.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -569911.625000 Penalty: 2549.633301
	Iteration 38Q: 3 clusters Score -569911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -569916.062500 Penalty: 2549.633301
	Iteration 39Q: 3 clusters Score -569916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569920.250000 Penalty: 2549.633301
	Iteration 40F: 3 clusters Score -569920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -569922.250000 Penalty: 2549.633301
	Iteration 41Q: 3 clusters Score -569922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -569925.187500 Penalty: 2549.633301
	Iteration 42Q: 3 clusters Score -569925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -569924.812500 Penalty: 2549.633301
	Iteration 43Q: 3 clusters Score -569924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -569925.187500 Penalty: 2549.633301
	Iteration 44Q: 3 clusters Score -569925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -569926.062500 Penalty: 2549.633301
	Iteration 45Q: 3 clusters Score -569926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -569927.125000 Penalty: 2549.633301
	Iteration 46Q: 3 clusters Score -569927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -569928.000000 Penalty: 2549.633301
	Iteration 47Q: 3 clusters Score -569928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -569927.562500 Penalty: 2549.633301
	Iteration 48Q: 3 clusters Score -569927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -569930.375000 Penalty: 2549.633301
	Iteration 49Q: 3 clusters Score -569930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569931.375000 Penalty: 2549.633301
	Iteration 50Q: 3 clusters Score -569931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569931.375000 Penalty: 2549.633301
	Iteration 51F: 3 clusters Score -569931.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Entering Unmasked Estep 
Score: -4883983.500000 Penalty: 1585.593506
	Iteration 0F: 2 clusters Score -4883984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4856338.000000 Penalty: 3171.187012
	Iteration 0F: 3 clusters Score -4856338 nChanged 19504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4867879.000000 Penalty: 3171.187012
	Iteration 1F: 3 clusters Score -4867879 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -4870234.500000 Penalty: 3171.187012
	Iteration 2F: 3 clusters Score -4870234 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4874527.500000 Penalty: 3171.187012
	Iteration 3F: 3 clusters Score -4874528 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4881220.000000 Penalty: 3171.187012
	Iteration 4F: 3 clusters Score -4881220 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4888458.000000 Penalty: 3171.187012
	Iteration 5F: 3 clusters Score -4888458 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4893878.500000 Penalty: 3171.187012
	Iteration 6F: 3 clusters Score -4893878 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4896287.500000 Penalty: 3171.187012
	Iteration 7Q: 3 clusters Score -4896288 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -4896879.500000 Penalty: 3171.187012
	Iteration 8Q: 3 clusters Score -4896880 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4897019.500000 Penalty: 3171.187012
	Iteration 9Q: 3 clusters Score -4897020 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4897075.000000 Penalty: 3171.187012
	Iteration 10Q: 3 clusters Score -4897075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4897095.000000 Penalty: 3171.187012
	Iteration 11Q: 3 clusters Score -4897095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -4897097.000000 Penalty: 3171.187012
	Iteration 12Q: 3 clusters Score -4897097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -4897101.500000 Penalty: 3171.187012
	Iteration 13Q: 3 clusters Score -4897102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4897102.000000 Penalty: 3171.187012
	Iteration 14Q: 3 clusters Score -4897102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4897105.500000 Penalty: 3171.187012
	Iteration 15Q: 3 clusters Score -4897106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4897107.000000 Penalty: 3171.187012
	Iteration 16Q: 3 clusters Score -4897107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4897099.000000 Penalty: 3171.187012
	Iteration 17Q: 3 clusters Score -4897099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4897105.500000 Penalty: 3171.187012
	Iteration 18Q: 3 clusters Score -4897106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4897106.500000 Penalty: 3171.187012
	Iteration 19Q: 3 clusters Score -4897106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4897106.000000 Penalty: 3171.187012
	Iteration 20F: 3 clusters Score -4897106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 17494 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Mstep: Class 46 contains 3835 members 
Mstep: Class 47 contains 2469 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 24947 members 
Entering Unmasked Estep 
Score: -110958720.000000 Penalty: 100759.242188
Splitting cluster 28 changes total score from -110917256.000000 to -110958720.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 29 (72105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Entering Unmasked Estep 
Score: -8411783.000000 Penalty: 1664.458740
	Iteration 0F: 2 clusters Score -8411783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -8364769.000000 Penalty: 3328.917480
	Iteration 0F: 3 clusters Score -8364769 nChanged 33746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -8383780.500000 Penalty: 3328.917480
	Iteration 1F: 3 clusters Score -8383780 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8384597.500000 Penalty: 3328.917480
	Iteration 2Q: 3 clusters Score -8384598 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -8385558.000000 Penalty: 3328.917480
	Iteration 3Q: 3 clusters Score -8385558 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -8386844.000000 Penalty: 3328.917480
	Iteration 4Q: 3 clusters Score -8386844 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8388872.000000 Penalty: 3328.917480
	Iteration 5F: 3 clusters Score -8388872 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -8392084.000000 Penalty: 3328.917480
	Iteration 6F: 3 clusters Score -8392084 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -8396580.000000 Penalty: 3328.917480
	Iteration 7F: 3 clusters Score -8396580 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -8402041.000000 Penalty: 3328.917480
	Iteration 8F: 3 clusters Score -8402041 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8406547.000000 Penalty: 3328.917480
	Iteration 9F: 3 clusters Score -8406547 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8408921.000000 Penalty: 3328.917480
	Iteration 10Q: 3 clusters Score -8408921 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8409877.000000 Penalty: 3328.917480
	Iteration 11Q: 3 clusters Score -8409877 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8410174.000000 Penalty: 3328.917480
	Iteration 12Q: 3 clusters Score -8410174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8410282.000000 Penalty: 3328.917480
	Iteration 13Q: 3 clusters Score -8410282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8410334.000000 Penalty: 3328.917480
	Iteration 14Q: 3 clusters Score -8410334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8410353.000000 Penalty: 3328.917480
	Iteration 15Q: 3 clusters Score -8410353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8410377.000000 Penalty: 3328.917480
	Iteration 16Q: 3 clusters Score -8410377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8410400.000000 Penalty: 3328.917480
	Iteration 17Q: 3 clusters Score -8410400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8410409.000000 Penalty: 3328.917480
	Iteration 18Q: 3 clusters Score -8410409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8410412.000000 Penalty: 3328.917480
	Iteration 19Q: 3 clusters Score -8410412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8410416.000000 Penalty: 3328.917480
	Iteration 20F: 3 clusters Score -8410416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8410418.000000 Penalty: 3328.917480
	Iteration 21Q: 3 clusters Score -8410418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8410418.000000 Penalty: 3328.917480
	Iteration 22Q: 3 clusters Score -8410418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8410419.000000 Penalty: 3328.917480
	Iteration 23Q: 3 clusters Score -8410419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8410420.000000 Penalty: 3328.917480
	Iteration 24Q: 3 clusters Score -8410420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8410426.000000 Penalty: 3328.917480
	Iteration 25Q: 3 clusters Score -8410426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8410424.000000 Penalty: 3328.917480
	Iteration 26Q: 3 clusters Score -8410424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8410424.000000 Penalty: 3328.917480
	Iteration 27F: 3 clusters Score -8410424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -962605.312500 Penalty: 1348.746704
	Iteration 0F: 2 clusters Score -962605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -956726.437500 Penalty: 2697.493408
	Iteration 0F: 3 clusters Score -956726.4 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -958709.000000 Penalty: 2697.493408
	Iteration 1F: 3 clusters Score -958709 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -959067.000000 Penalty: 2697.493408
	Iteration 2F: 3 clusters Score -959067 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -959367.562500 Penalty: 2697.493408
	Iteration 3F: 3 clusters Score -959367.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -959647.125000 Penalty: 2697.493408
	Iteration 4Q: 3 clusters Score -959647.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -959890.625000 Penalty: 2697.493408
	Iteration 5Q: 3 clusters Score -959890.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -960134.562500 Penalty: 2697.493408
	Iteration 6Q: 3 clusters Score -960134.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -960377.250000 Penalty: 2697.493408
	Iteration 7Q: 3 clusters Score -960377.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -960635.062500 Penalty: 2697.493408
	Iteration 8Q: 3 clusters Score -960635.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -960875.250000 Penalty: 2697.493408
	Iteration 9Q: 3 clusters Score -960875.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -961117.375000 Penalty: 2697.493408
	Iteration 10Q: 3 clusters Score -961117.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -961309.875000 Penalty: 2697.493408
	Iteration 11Q: 3 clusters Score -961309.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -961448.437500 Penalty: 2697.493408
	Iteration 12Q: 3 clusters Score -961448.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -961569.125000 Penalty: 2697.493408
	Iteration 13Q: 3 clusters Score -961569.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -961661.125000 Penalty: 2697.493408
	Iteration 14Q: 3 clusters Score -961661.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -961725.562500 Penalty: 2697.493408
	Iteration 15Q: 3 clusters Score -961725.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -961774.062500 Penalty: 2697.493408
	Iteration 16Q: 3 clusters Score -961774.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -961810.250000 Penalty: 2697.493408
	Iteration 17Q: 3 clusters Score -961810.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -961837.937500 Penalty: 2697.493408
	Iteration 18Q: 3 clusters Score -961837.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -961853.187500 Penalty: 2697.493408
	Iteration 19Q: 3 clusters Score -961853.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -961861.875000 Penalty: 2697.493408
	Iteration 20F: 3 clusters Score -961861.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -961877.250000 Penalty: 2697.493408
	Iteration 21Q: 3 clusters Score -961877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -961891.312500 Penalty: 2697.493408
	Iteration 22Q: 3 clusters Score -961891.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -961900.062500 Penalty: 2697.493408
	Iteration 23Q: 3 clusters Score -961900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -961908.812500 Penalty: 2697.493408
	Iteration 24Q: 3 clusters Score -961908.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -961916.687500 Penalty: 2697.493408
	Iteration 25Q: 3 clusters Score -961916.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -961920.562500 Penalty: 2697.493408
	Iteration 26Q: 3 clusters Score -961920.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -961925.312500 Penalty: 2697.493408
	Iteration 27Q: 3 clusters Score -961925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -961928.375000 Penalty: 2697.493408
	Iteration 28Q: 3 clusters Score -961928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -961932.187500 Penalty: 2697.493408
	Iteration 29Q: 3 clusters Score -961932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -961941.625000 Penalty: 2697.493408
	Iteration 30Q: 3 clusters Score -961941.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -961953.625000 Penalty: 2697.493408
	Iteration 31Q: 3 clusters Score -961953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -961960.750000 Penalty: 2697.493408
	Iteration 32Q: 3 clusters Score -961960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -961969.812500 Penalty: 2697.493408
	Iteration 33Q: 3 clusters Score -961969.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -961972.437500 Penalty: 2697.493408
	Iteration 34Q: 3 clusters Score -961972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -961975.875000 Penalty: 2697.493408
	Iteration 35Q: 3 clusters Score -961975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -961981.437500 Penalty: 2697.493408
	Iteration 36Q: 3 clusters Score -961981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -961982.562500 Penalty: 2697.493408
	Iteration 37Q: 3 clusters Score -961982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -961982.750000 Penalty: 2697.493408
	Iteration 38Q: 3 clusters Score -961982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -961985.250000 Penalty: 2697.493408
	Iteration 39Q: 3 clusters Score -961985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -961983.937500 Penalty: 2697.493408
	Iteration 40F: 3 clusters Score -961983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -961985.062500 Penalty: 2697.493408
	Iteration 41Q: 3 clusters Score -961985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -961984.875000 Penalty: 2697.493408
	Iteration 42Q: 3 clusters Score -961984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -961984.875000 Penalty: 2697.493408
	Iteration 43F: 3 clusters Score -961984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Entering Unmasked Estep 
Score: -2084142.250000 Penalty: 1468.853271
	Iteration 0F: 2 clusters Score -2084142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2071476.250000 Penalty: 2937.706543
	Iteration 0F: 3 clusters Score -2071476 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2075947.750000 Penalty: 2937.706543
	Iteration 1F: 3 clusters Score -2075948 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2076346.000000 Penalty: 2937.706543
	Iteration 2F: 3 clusters Score -2076346 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2076733.250000 Penalty: 2937.706543
	Iteration 3Q: 3 clusters Score -2076733 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2077105.625000 Penalty: 2937.706543
	Iteration 4Q: 3 clusters Score -2077106 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2077456.625000 Penalty: 2937.706543
	Iteration 5Q: 3 clusters Score -2077457 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2077828.750000 Penalty: 2937.706543
	Iteration 6Q: 3 clusters Score -2077829 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2078224.750000 Penalty: 2937.706543
	Iteration 7Q: 3 clusters Score -2078225 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2078690.375000 Penalty: 2937.706543
	Iteration 8Q: 3 clusters Score -2078690 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2079253.375000 Penalty: 2937.706543
	Iteration 9Q: 3 clusters Score -2079253 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2079867.000000 Penalty: 2937.706543
	Iteration 10Q: 3 clusters Score -2079867 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2080481.750000 Penalty: 2937.706543
	Iteration 11Q: 3 clusters Score -2080482 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2081040.125000 Penalty: 2937.706543
	Iteration 12Q: 3 clusters Score -2081040 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2081520.125000 Penalty: 2937.706543
	Iteration 13Q: 3 clusters Score -2081520 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2081983.000000 Penalty: 2937.706543
	Iteration 14Q: 3 clusters Score -2081983 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2082392.000000 Penalty: 2937.706543
	Iteration 15Q: 3 clusters Score -2082392 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2082716.000000 Penalty: 2937.706543
	Iteration 16Q: 3 clusters Score -2082716 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2082999.875000 Penalty: 2937.706543
	Iteration 17Q: 3 clusters Score -2083000 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2083259.000000 Penalty: 2937.706543
	Iteration 18Q: 3 clusters Score -2083259 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2083521.250000 Penalty: 2937.706543
	Iteration 19Q: 3 clusters Score -2083521 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2083814.625000 Penalty: 2937.706543
	Iteration 20F: 3 clusters Score -2083815 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2084084.125000 Penalty: 2937.706543
	Iteration 21Q: 3 clusters Score -2084084 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2084285.250000 Penalty: 2937.706543
	Iteration 22Q: 3 clusters Score -2084285 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2084393.875000 Penalty: 2937.706543
	Iteration 23Q: 3 clusters Score -2084394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2084438.500000 Penalty: 2937.706543
	Iteration 24Q: 3 clusters Score -2084438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2084465.125000 Penalty: 2937.706543
	Iteration 25Q: 3 clusters Score -2084465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2084477.500000 Penalty: 2937.706543
	Iteration 26Q: 3 clusters Score -2084478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2084492.000000 Penalty: 2937.706543
	Iteration 27Q: 3 clusters Score -2084492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2084504.250000 Penalty: 2937.706543
	Iteration 28Q: 3 clusters Score -2084504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2084519.250000 Penalty: 2937.706543
	Iteration 29Q: 3 clusters Score -2084519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2084526.000000 Penalty: 2937.706543
	Iteration 30Q: 3 clusters Score -2084526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2084540.125000 Penalty: 2937.706543
	Iteration 31Q: 3 clusters Score -2084540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2084541.250000 Penalty: 2937.706543
	Iteration 32Q: 3 clusters Score -2084541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2084545.125000 Penalty: 2937.706543
	Iteration 33Q: 3 clusters Score -2084545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2084546.375000 Penalty: 2937.706543
	Iteration 34Q: 3 clusters Score -2084546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2084547.250000 Penalty: 2937.706543
	Iteration 35Q: 3 clusters Score -2084547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2084550.375000 Penalty: 2937.706543
	Iteration 36Q: 3 clusters Score -2084550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2084552.250000 Penalty: 2937.706543
	Iteration 37Q: 3 clusters Score -2084552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2084553.375000 Penalty: 2937.706543
	Iteration 38Q: 3 clusters Score -2084553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2084553.625000 Penalty: 2937.706543
	Iteration 39Q: 3 clusters Score -2084554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2084555.750000 Penalty: 2937.706543
	Iteration 40F: 3 clusters Score -2084556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2084558.500000 Penalty: 2937.706543
	Iteration 41Q: 3 clusters Score -2084558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2084557.000000 Penalty: 2937.706543
	Iteration 42Q: 3 clusters Score -2084557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2084559.250000 Penalty: 2937.706543
	Iteration 43Q: 3 clusters Score -2084559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2084560.125000 Penalty: 2937.706543
	Iteration 44Q: 3 clusters Score -2084560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2084558.125000 Penalty: 2937.706543
	Iteration 45Q: 3 clusters Score -2084558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2084556.750000 Penalty: 2937.706543
	Iteration 46Q: 3 clusters Score -2084557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2084558.000000 Penalty: 2937.706543
	Iteration 47Q: 3 clusters Score -2084558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2084558.500000 Penalty: 2937.706543
	Iteration 48Q: 3 clusters Score -2084558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2084561.125000 Penalty: 2937.706543
	Iteration 49Q: 3 clusters Score -2084561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2084561.125000 Penalty: 2937.706543
	Iteration 50F: 3 clusters Score -2084561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 17494 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 15076 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 20696 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Mstep: Class 46 contains 3835 members 
Mstep: Class 47 contains 2469 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 24947 members 
Mstep: Class 50 contains 4291 members 
Entering Unmasked Estep 
Score: -110958368.000000 Penalty: 102815.562500
Splitting cluster 31 changes total score from -110917256.000000 to -110958368.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (129349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129349 members 
Entering Unmasked Estep 
Score: -14914111.000000 Penalty: 1751.416138
	Iteration 0F: 2 clusters Score -1.491411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -14838773.000000 Penalty: 3502.832275
	Iteration 0F: 3 clusters Score -1.483877e+07 nChanged 61884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -14874741.000000 Penalty: 3502.832275
	Iteration 1F: 3 clusters Score -1.487474e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -14876075.000000 Penalty: 3502.832275
	Iteration 2Q: 3 clusters Score -1.487608e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -14877668.000000 Penalty: 3502.832275
	Iteration 3Q: 3 clusters Score -1.487767e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -14879959.000000 Penalty: 3502.832275
	Iteration 4Q: 3 clusters Score -1.487996e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -14883016.000000 Penalty: 3502.832275
	Iteration 5F: 3 clusters Score -1.488302e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -14886461.000000 Penalty: 3502.832275
	Iteration 6F: 3 clusters Score -1.488646e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -14889895.000000 Penalty: 3502.832275
	Iteration 7F: 3 clusters Score -1.48899e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -14892788.000000 Penalty: 3502.832275
	Iteration 8F: 3 clusters Score -1.489279e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -14895452.000000 Penalty: 3502.832275
	Iteration 9Q: 3 clusters Score -1.489545e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -14897983.000000 Penalty: 3502.832275
	Iteration 10Q: 3 clusters Score -1.489798e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -14900306.000000 Penalty: 3502.832275
	Iteration 11Q: 3 clusters Score -1.490031e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -14902405.000000 Penalty: 3502.832275
	Iteration 12Q: 3 clusters Score -1.49024e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -14904190.000000 Penalty: 3502.832275
	Iteration 13Q: 3 clusters Score -1.490419e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -14905176.000000 Penalty: 3502.832275
	Iteration 14Q: 3 clusters Score -1.490518e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -14905744.000000 Penalty: 3502.832275
	Iteration 15Q: 3 clusters Score -1.490574e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -14905958.000000 Penalty: 3502.832275
	Iteration 16Q: 3 clusters Score -1.490596e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -14906177.000000 Penalty: 3502.832275
	Iteration 17Q: 3 clusters Score -1.490618e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -14906395.000000 Penalty: 3502.832275
	Iteration 18Q: 3 clusters Score -1.49064e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 99768 members 
Entering Unmasked Estep 
Score: -14906535.000000 Penalty: 3502.832275
	Iteration 19Q: 3 clusters Score -1.490654e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -14906709.000000 Penalty: 3502.832275
	Iteration 20F: 3 clusters Score -1.490671e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -14906857.000000 Penalty: 3502.832275
	Iteration 21Q: 3 clusters Score -1.490686e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -14906972.000000 Penalty: 3502.832275
	Iteration 22Q: 3 clusters Score -1.490697e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -14907119.000000 Penalty: 3502.832275
	Iteration 23Q: 3 clusters Score -1.490712e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -14907200.000000 Penalty: 3502.832275
	Iteration 24Q: 3 clusters Score -1.49072e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -14907278.000000 Penalty: 3502.832275
	Iteration 25Q: 3 clusters Score -1.490728e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -14907406.000000 Penalty: 3502.832275
	Iteration 26Q: 3 clusters Score -1.490741e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -14907453.000000 Penalty: 3502.832275
	Iteration 27Q: 3 clusters Score -1.490745e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -14907543.000000 Penalty: 3502.832275
	Iteration 28Q: 3 clusters Score -1.490754e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -14907584.000000 Penalty: 3502.832275
	Iteration 29Q: 3 clusters Score -1.490758e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 108758 members 
Entering Unmasked Estep 
Score: -14907778.000000 Penalty: 3502.832275
	Iteration 30Q: 3 clusters Score -1.490778e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -14907880.000000 Penalty: 3502.832275
	Iteration 31Q: 3 clusters Score -1.490788e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -14907974.000000 Penalty: 3502.832275
	Iteration 32Q: 3 clusters Score -1.490797e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -14908086.000000 Penalty: 3502.832275
	Iteration 33Q: 3 clusters Score -1.490809e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -14908110.000000 Penalty: 3502.832275
	Iteration 34Q: 3 clusters Score -1.490811e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -14908236.000000 Penalty: 3502.832275
	Iteration 35Q: 3 clusters Score -1.490824e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -14908305.000000 Penalty: 3502.832275
	Iteration 36Q: 3 clusters Score -1.49083e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 112552 members 
Entering Unmasked Estep 
Score: -14908349.000000 Penalty: 3502.832275
	Iteration 37Q: 3 clusters Score -1.490835e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -14908468.000000 Penalty: 3502.832275
	Iteration 38Q: 3 clusters Score -1.490847e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 113588 members 
Entering Unmasked Estep 
Score: -14908627.000000 Penalty: 3502.832275
	Iteration 39Q: 3 clusters Score -1.490863e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -14908831.000000 Penalty: 3502.832275
	Iteration 40F: 3 clusters Score -1.490883e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 114719 members 
Entering Unmasked Estep 
Score: -14909074.000000 Penalty: 3502.832275
	Iteration 41Q: 3 clusters Score -1.490907e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -14909202.000000 Penalty: 3502.832275
	Iteration 42Q: 3 clusters Score -1.49092e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 115758 members 
Entering Unmasked Estep 
Score: -14909351.000000 Penalty: 3502.832275
	Iteration 43Q: 3 clusters Score -1.490935e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -14909518.000000 Penalty: 3502.832275
	Iteration 44Q: 3 clusters Score -1.490952e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -14909682.000000 Penalty: 3502.832275
	Iteration 45Q: 3 clusters Score -1.490968e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -14909869.000000 Penalty: 3502.832275
	Iteration 46Q: 3 clusters Score -1.490987e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -14910071.000000 Penalty: 3502.832275
	Iteration 47Q: 3 clusters Score -1.491007e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -14910243.000000 Penalty: 3502.832275
	Iteration 48Q: 3 clusters Score -1.491024e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -14910441.000000 Penalty: 3502.832275
	Iteration 49Q: 3 clusters Score -1.491044e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -14910587.000000 Penalty: 3502.832275
	Iteration 50Q: 3 clusters Score -1.491059e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -14910708.000000 Penalty: 3502.832275
	Iteration 51Q: 3 clusters Score -1.491071e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -14910790.000000 Penalty: 3502.832275
	Iteration 52Q: 3 clusters Score -1.491079e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -14910887.000000 Penalty: 3502.832275
	Iteration 53Q: 3 clusters Score -1.491089e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -14911036.000000 Penalty: 3502.832275
	Iteration 54Q: 3 clusters Score -1.491104e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -14911092.000000 Penalty: 3502.832275
	Iteration 55Q: 3 clusters Score -1.491109e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -14911170.000000 Penalty: 3502.832275
	Iteration 56Q: 3 clusters Score -1.491117e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -14911264.000000 Penalty: 3502.832275
	Iteration 57Q: 3 clusters Score -1.491126e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -14911332.000000 Penalty: 3502.832275
	Iteration 58Q: 3 clusters Score -1.491133e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
Score: -14911438.000000 Penalty: 3502.832275
	Iteration 59Q: 3 clusters Score -1.491144e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -14911515.000000 Penalty: 3502.832275
	Iteration 60F: 3 clusters Score -1.491152e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 123286 members 
Entering Unmasked Estep 
Score: -14911615.000000 Penalty: 3502.832275
	Iteration 61Q: 3 clusters Score -1.491162e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -14911748.000000 Penalty: 3502.832275
	Iteration 62Q: 3 clusters Score -1.491175e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -14911854.000000 Penalty: 3502.832275
	Iteration 63Q: 3 clusters Score -1.491185e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -14911996.000000 Penalty: 3502.832275
	Iteration 64Q: 3 clusters Score -1.4912e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -14912125.000000 Penalty: 3502.832275
	Iteration 65Q: 3 clusters Score -1.491212e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -14912281.000000 Penalty: 3502.832275
	Iteration 66Q: 3 clusters Score -1.491228e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -14912307.000000 Penalty: 3502.832275
	Iteration 67Q: 3 clusters Score -1.491231e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 125154 members 
Entering Unmasked Estep 
Score: -14912416.000000 Penalty: 3502.832275
	Iteration 68Q: 3 clusters Score -1.491242e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 125365 members 
Entering Unmasked Estep 
Score: -14912484.000000 Penalty: 3502.832275
	Iteration 69Q: 3 clusters Score -1.491248e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 125572 members 
Entering Unmasked Estep 
Score: -14912522.000000 Penalty: 3502.832275
	Iteration 70Q: 3 clusters Score -1.491252e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -14912558.000000 Penalty: 3502.832275
	Iteration 71Q: 3 clusters Score -1.491256e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 125932 members 
Entering Unmasked Estep 
Score: -14912672.000000 Penalty: 3502.832275
	Iteration 72Q: 3 clusters Score -1.491267e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -14912716.000000 Penalty: 3502.832275
	Iteration 73Q: 3 clusters Score -1.491272e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -14912747.000000 Penalty: 3502.832275
	Iteration 74Q: 3 clusters Score -1.491275e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -14912795.000000 Penalty: 3502.832275
	Iteration 75Q: 3 clusters Score -1.49128e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -14912821.000000 Penalty: 3502.832275
	Iteration 76Q: 3 clusters Score -1.491282e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 126604 members 
Entering Unmasked Estep 
Score: -14912851.000000 Penalty: 3502.832275
	Iteration 77Q: 3 clusters Score -1.491285e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -14912879.000000 Penalty: 3502.832275
	Iteration 78Q: 3 clusters Score -1.491288e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -14912909.000000 Penalty: 3502.832275
	Iteration 79Q: 3 clusters Score -1.491291e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
Score: -14912925.000000 Penalty: 3502.832275
	Iteration 80F: 3 clusters Score -1.491292e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -14912943.000000 Penalty: 3502.832275
	Iteration 81Q: 3 clusters Score -1.491294e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -14912957.000000 Penalty: 3502.832275
	Iteration 82Q: 3 clusters Score -1.491296e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -14912988.000000 Penalty: 3502.832275
	Iteration 83Q: 3 clusters Score -1.491299e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -14913020.000000 Penalty: 3502.832275
	Iteration 84Q: 3 clusters Score -1.491302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 127189 members 
Entering Unmasked Estep 
Score: -14913053.000000 Penalty: 3502.832275
	Iteration 85Q: 3 clusters Score -1.491305e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -14913046.000000 Penalty: 3502.832275
	Iteration 86Q: 3 clusters Score -1.491305e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -14913038.000000 Penalty: 3502.832275
	Iteration 87Q: 3 clusters Score -1.491304e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 127325 members 
Entering Unmasked Estep 
Score: -14913043.000000 Penalty: 3502.832275
	Iteration 88Q: 3 clusters Score -1.491304e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -14913077.000000 Penalty: 3502.832275
	Iteration 89Q: 3 clusters Score -1.491308e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 127396 members 
Entering Unmasked Estep 
Score: -14913101.000000 Penalty: 3502.832275
	Iteration 90Q: 3 clusters Score -1.49131e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -14913102.000000 Penalty: 3502.832275
	Iteration 91Q: 3 clusters Score -1.49131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -14913109.000000 Penalty: 3502.832275
	Iteration 92Q: 3 clusters Score -1.491311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 127533 members 
Entering Unmasked Estep 
Score: -14913121.000000 Penalty: 3502.832275
	Iteration 93Q: 3 clusters Score -1.491312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 127552 members 
Entering Unmasked Estep 
Score: -14913149.000000 Penalty: 3502.832275
	Iteration 94Q: 3 clusters Score -1.491315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 127566 members 
Entering Unmasked Estep 
Score: -14913143.000000 Penalty: 3502.832275
	Iteration 95Q: 3 clusters Score -1.491314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -14913172.000000 Penalty: 3502.832275
	Iteration 96Q: 3 clusters Score -1.491317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 127584 members 
Entering Unmasked Estep 
Score: -14913166.000000 Penalty: 3502.832275
	Iteration 97Q: 3 clusters Score -1.491317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -14913161.000000 Penalty: 3502.832275
	Iteration 98Q: 3 clusters Score -1.491316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 127603 members 
Entering Unmasked Estep 
Score: -14913166.000000 Penalty: 3502.832275
	Iteration 99Q: 3 clusters Score -1.491317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -14913162.000000 Penalty: 3502.832275
	Iteration 100F: 3 clusters Score -1.491316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -14913176.000000 Penalty: 3502.832275
	Iteration 101Q: 3 clusters Score -1.491318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -14913180.000000 Penalty: 3502.832275
	Iteration 102Q: 3 clusters Score -1.491318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 127611 members 
Entering Unmasked Estep 
Score: -14913185.000000 Penalty: 3502.832275
	Iteration 103Q: 3 clusters Score -1.491318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 127613 members 
Entering Unmasked Estep 
Score: -14913178.000000 Penalty: 3502.832275
	Iteration 104Q: 3 clusters Score -1.491318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 127614 members 
Entering Unmasked Estep 
Score: -14913181.000000 Penalty: 3502.832275
	Iteration 105Q: 3 clusters Score -1.491318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -14913179.000000 Penalty: 3502.832275
	Iteration 106Q: 3 clusters Score -1.491318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -14913179.000000 Penalty: 3502.832275
	Iteration 107Q: 3 clusters Score -1.491318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 127620 members 
Entering Unmasked Estep 
Score: -14913190.000000 Penalty: 3502.832275
	Iteration 108Q: 3 clusters Score -1.491319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 127622 members 
Entering Unmasked Estep 
Score: -14913186.000000 Penalty: 3502.832275
	Iteration 109Q: 3 clusters Score -1.491319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 127623 members 
Entering Unmasked Estep 
Score: -14913188.000000 Penalty: 3502.832275
	Iteration 110Q: 3 clusters Score -1.491319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 127624 members 
Entering Unmasked Estep 
Score: -14913186.000000 Penalty: 3502.832275
	Iteration 111Q: 3 clusters Score -1.491319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 127624 members 
Entering Unmasked Estep 
Score: -14913199.000000 Penalty: 3502.832275
	Iteration 112Q: 3 clusters Score -1.49132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 127624 members 
Entering Unmasked Estep 
Score: -14913199.000000 Penalty: 3502.832275
	Iteration 113F: 3 clusters Score -1.49132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Entering Unmasked Estep 
Score: -4258207.500000 Penalty: 1572.047363
	Iteration 0F: 2 clusters Score -4258208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4232980.500000 Penalty: 3144.094727
	Iteration 0F: 3 clusters Score -4232980 nChanged 17613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4242715.000000 Penalty: 3144.094727
	Iteration 1F: 3 clusters Score -4242715 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4243465.500000 Penalty: 3144.094727
	Iteration 2F: 3 clusters Score -4243466 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4244219.500000 Penalty: 3144.094727
	Iteration 3Q: 3 clusters Score -4244220 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4244979.500000 Penalty: 3144.094727
	Iteration 4Q: 3 clusters Score -4244980 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4245831.500000 Penalty: 3144.094727
	Iteration 5Q: 3 clusters Score -4245832 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4246830.500000 Penalty: 3144.094727
	Iteration 6Q: 3 clusters Score -4246830 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4248117.500000 Penalty: 3144.094727
	Iteration 7F: 3 clusters Score -4248118 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4249577.500000 Penalty: 3144.094727
	Iteration 8F: 3 clusters Score -4249578 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4250968.500000 Penalty: 3144.094727
	Iteration 9F: 3 clusters Score -4250968 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4252097.000000 Penalty: 3144.094727
	Iteration 10Q: 3 clusters Score -4252097 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4252970.500000 Penalty: 3144.094727
	Iteration 11Q: 3 clusters Score -4252970 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4253615.000000 Penalty: 3144.094727
	Iteration 12Q: 3 clusters Score -4253615 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4254174.000000 Penalty: 3144.094727
	Iteration 13Q: 3 clusters Score -4254174 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4254658.500000 Penalty: 3144.094727
	Iteration 14Q: 3 clusters Score -4254658 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4255122.500000 Penalty: 3144.094727
	Iteration 15Q: 3 clusters Score -4255122 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4255600.500000 Penalty: 3144.094727
	Iteration 16Q: 3 clusters Score -4255600 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4256044.500000 Penalty: 3144.094727
	Iteration 17Q: 3 clusters Score -4256044 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4256411.000000 Penalty: 3144.094727
	Iteration 18Q: 3 clusters Score -4256411 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4256702.000000 Penalty: 3144.094727
	Iteration 19Q: 3 clusters Score -4256702 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4256943.500000 Penalty: 3144.094727
	Iteration 20F: 3 clusters Score -4256944 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4257102.500000 Penalty: 3144.094727
	Iteration 21Q: 3 clusters Score -4257102 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4257256.500000 Penalty: 3144.094727
	Iteration 22Q: 3 clusters Score -4257256 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4257377.500000 Penalty: 3144.094727
	Iteration 23Q: 3 clusters Score -4257378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4257454.000000 Penalty: 3144.094727
	Iteration 24Q: 3 clusters Score -4257454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4257517.500000 Penalty: 3144.094727
	Iteration 25Q: 3 clusters Score -4257518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4257558.000000 Penalty: 3144.094727
	Iteration 26Q: 3 clusters Score -4257558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4257604.500000 Penalty: 3144.094727
	Iteration 27Q: 3 clusters Score -4257604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4257632.000000 Penalty: 3144.094727
	Iteration 28Q: 3 clusters Score -4257632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4257663.000000 Penalty: 3144.094727
	Iteration 29Q: 3 clusters Score -4257663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4257687.000000 Penalty: 3144.094727
	Iteration 30Q: 3 clusters Score -4257687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4257706.500000 Penalty: 3144.094727
	Iteration 31Q: 3 clusters Score -4257706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4257723.000000 Penalty: 3144.094727
	Iteration 32Q: 3 clusters Score -4257723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4257730.500000 Penalty: 3144.094727
	Iteration 33Q: 3 clusters Score -4257730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4257740.000000 Penalty: 3144.094727
	Iteration 34Q: 3 clusters Score -4257740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4257747.000000 Penalty: 3144.094727
	Iteration 35Q: 3 clusters Score -4257747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4257749.000000 Penalty: 3144.094727
	Iteration 36Q: 3 clusters Score -4257749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4257744.000000 Penalty: 3144.094727
	Iteration 37Q: 3 clusters Score -4257744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4257743.500000 Penalty: 3144.094727
	Iteration 38Q: 3 clusters Score -4257744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4257751.000000 Penalty: 3144.094727
	Iteration 39Q: 3 clusters Score -4257751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4257755.500000 Penalty: 3144.094727
	Iteration 40F: 3 clusters Score -4257756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4257767.000000 Penalty: 3144.094727
	Iteration 41Q: 3 clusters Score -4257767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4257770.500000 Penalty: 3144.094727
	Iteration 42Q: 3 clusters Score -4257770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4257777.500000 Penalty: 3144.094727
	Iteration 43Q: 3 clusters Score -4257778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4257786.500000 Penalty: 3144.094727
	Iteration 44Q: 3 clusters Score -4257786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4257788.500000 Penalty: 3144.094727
	Iteration 45Q: 3 clusters Score -4257788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4257791.000000 Penalty: 3144.094727
	Iteration 46Q: 3 clusters Score -4257791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4257786.000000 Penalty: 3144.094727
	Iteration 47Q: 3 clusters Score -4257786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4257780.000000 Penalty: 3144.094727
	Iteration 48Q: 3 clusters Score -4257780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4257779.500000 Penalty: 3144.094727
	Iteration 49Q: 3 clusters Score -4257780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4257783.500000 Penalty: 3144.094727
	Iteration 50Q: 3 clusters Score -4257784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4257785.500000 Penalty: 3144.094727
	Iteration 51Q: 3 clusters Score -4257786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4257791.000000 Penalty: 3144.094727
	Iteration 52Q: 3 clusters Score -4257791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4257786.500000 Penalty: 3144.094727
	Iteration 53Q: 3 clusters Score -4257786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4257786.500000 Penalty: 3144.094727
	Iteration 54F: 3 clusters Score -4257786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (20696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Entering Unmasked Estep 
Score: -2282110.000000 Penalty: 1478.729126
	Iteration 0F: 2 clusters Score -2282110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2268635.250000 Penalty: 2957.458252
	Iteration 0F: 3 clusters Score -2268635 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2273921.750000 Penalty: 2957.458252
	Iteration 1F: 3 clusters Score -2273922 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2274748.500000 Penalty: 2957.458252
	Iteration 2F: 3 clusters Score -2274748 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2275674.750000 Penalty: 2957.458252
	Iteration 3F: 3 clusters Score -2275675 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2276813.750000 Penalty: 2957.458252
	Iteration 4F: 3 clusters Score -2276814 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2278024.000000 Penalty: 2957.458252
	Iteration 5F: 3 clusters Score -2278024 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2279167.500000 Penalty: 2957.458252
	Iteration 6F: 3 clusters Score -2279168 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2280018.000000 Penalty: 2957.458252
	Iteration 7F: 3 clusters Score -2280018 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2280584.750000 Penalty: 2957.458252
	Iteration 8Q: 3 clusters Score -2280585 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2280993.500000 Penalty: 2957.458252
	Iteration 9Q: 3 clusters Score -2280994 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2281320.500000 Penalty: 2957.458252
	Iteration 10Q: 3 clusters Score -2281320 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2281613.750000 Penalty: 2957.458252
	Iteration 11Q: 3 clusters Score -2281614 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2281844.500000 Penalty: 2957.458252
	Iteration 12Q: 3 clusters Score -2281844 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2282005.750000 Penalty: 2957.458252
	Iteration 13Q: 3 clusters Score -2282006 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2282110.750000 Penalty: 2957.458252
	Iteration 14Q: 3 clusters Score -2282111 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2282201.250000 Penalty: 2957.458252
	Iteration 15Q: 3 clusters Score -2282201 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2282260.750000 Penalty: 2957.458252
	Iteration 16Q: 3 clusters Score -2282261 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2282291.500000 Penalty: 2957.458252
	Iteration 17Q: 3 clusters Score -2282292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2282321.000000 Penalty: 2957.458252
	Iteration 18Q: 3 clusters Score -2282321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2282336.500000 Penalty: 2957.458252
	Iteration 19Q: 3 clusters Score -2282336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2282337.500000 Penalty: 2957.458252
	Iteration 20F: 3 clusters Score -2282338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2282333.250000 Penalty: 2957.458252
	Iteration 21Q: 3 clusters Score -2282333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2282335.250000 Penalty: 2957.458252
	Iteration 22Q: 3 clusters Score -2282335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2282349.500000 Penalty: 2957.458252
	Iteration 23Q: 3 clusters Score -2282350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2282347.250000 Penalty: 2957.458252
	Iteration 24Q: 3 clusters Score -2282347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2282351.250000 Penalty: 2957.458252
	Iteration 25Q: 3 clusters Score -2282351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2282351.750000 Penalty: 2957.458252
	Iteration 26Q: 3 clusters Score -2282352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2282352.000000 Penalty: 2957.458252
	Iteration 27Q: 3 clusters Score -2282352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2282355.000000 Penalty: 2957.458252
	Iteration 28Q: 3 clusters Score -2282355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2282351.000000 Penalty: 2957.458252
	Iteration 29Q: 3 clusters Score -2282351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2282351.000000 Penalty: 2957.458252
	Iteration 30Q: 3 clusters Score -2282351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2282353.750000 Penalty: 2957.458252
	Iteration 31Q: 3 clusters Score -2282354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2282353.250000 Penalty: 2957.458252
	Iteration 32Q: 3 clusters Score -2282353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2282352.250000 Penalty: 2957.458252
	Iteration 33Q: 3 clusters Score -2282352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2282353.500000 Penalty: 2957.458252
	Iteration 34Q: 3 clusters Score -2282354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2282353.500000 Penalty: 2957.458252
	Iteration 35F: 3 clusters Score -2282354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 17494 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 15076 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 20067 members 
Mstep: Class 37 contains 20797 members 
Mstep: Class 38 contains 2628 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 489 members 
Mstep: Class 42 contains 73720 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 9947 members 
Mstep: Class 45 contains 1782 members 
Mstep: Class 46 contains 3835 members 
Mstep: Class 47 contains 2469 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 24947 members 
Mstep: Class 50 contains 4291 members 
Mstep: Class 51 contains 13114 members 
Entering Unmasked Estep 
Score: -110958064.000000 Penalty: 104871.867188
Splitting cluster 34 changes total score from -110917256.000000 to -110958064.000000
So it's getting split into cluster 51.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 63934 members 
Mstep: Class 12 contains 33249 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 41989 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 17494 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 15076 members 
Mstep: Class 32 contains 129349 members 
Mstep: Class 33 contains 38748 members 
Mstep: Class 34 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110970424.000000 Penalty: 104871.867188
Iteration 79Q: 52 clusters Score -1.109704e+08 nChanged 19553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13500 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 27768 members 
Mstep: Class 11 contains 64135 members 
Mstep: Class 12 contains 34255 members 
Mstep: Class 13 contains 13280 members 
Mstep: Class 14 contains 21487 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 14933 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 95659 members 
Mstep: Class 19 contains 42854 members 
Mstep: Class 20 contains 15360 members 
Mstep: Class 21 contains 463 members 
Mstep: Class 22 contains 4752 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 72427 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 5456 members 
Mstep: Class 28 contains 18279 members 
Mstep: Class 29 contains 72530 members 
Mstep: Class 30 contains 8647 members 
Mstep: Class 31 contains 15269 members 
Mstep: Class 32 contains 129874 members 
Mstep: Class 33 contains 38914 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 51974 members 
Mstep: Class 36 contains 20048 members 
Mstep: Class 37 contains 19525 members 
Mstep: Class 38 contains 2546 members 
Mstep: Class 39 contains 5543 members 
Mstep: Class 40 contains 6307 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 70914 members 
Mstep: Class 43 contains 6718 members 
Mstep: Class 44 contains 9702 members 
Mstep: Class 45 contains 1751 members 
Mstep: Class 46 contains 3691 members 
Mstep: Class 47 contains 2394 members 
Mstep: Class 48 contains 705 members 
Mstep: Class 49 contains 24568 members 
Mstep: Class 50 contains 4389 members 
Mstep: Class 51 contains 12676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110979672.000000 Penalty: 104871.867188
Iteration 80F: 52 clusters Score -1.109797e+08 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13080 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 27309 members 
Mstep: Class 11 contains 63911 members 
Mstep: Class 12 contains 34857 members 
Mstep: Class 13 contains 13162 members 
Mstep: Class 14 contains 21401 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 14938 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 94767 members 
Mstep: Class 19 contains 43517 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 466 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 71945 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5350 members 
Mstep: Class 27 contains 5381 members 
Mstep: Class 28 contains 18348 members 
Mstep: Class 29 contains 72131 members 
Mstep: Class 30 contains 8626 members 
Mstep: Class 31 contains 14725 members 
Mstep: Class 32 contains 129809 members 
Mstep: Class 33 contains 38732 members 
Mstep: Class 34 contains 7552 members 
Mstep: Class 35 contains 51932 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 19457 members 
Mstep: Class 38 contains 2606 members 
Mstep: Class 39 contains 5773 members 
Mstep: Class 40 contains 6435 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 70761 members 
Mstep: Class 43 contains 7183 members 
Mstep: Class 44 contains 9998 members 
Mstep: Class 45 contains 1828 members 
Mstep: Class 46 contains 3725 members 
Mstep: Class 47 contains 2549 members 
Mstep: Class 48 contains 705 members 
Mstep: Class 49 contains 24633 members 
Mstep: Class 50 contains 4621 members 
Mstep: Class 51 contains 12786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110983768.000000 Penalty: 104871.867188
Iteration 81Q: 52 clusters Score -1.109838e+08 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12817 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 10 contains 27084 members 
Mstep: Class 11 contains 63801 members 
Mstep: Class 12 contains 35478 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 14995 members 
Mstep: Class 17 contains 6467 members 
Mstep: Class 18 contains 94060 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 4822 members 
Mstep: Class 23 contains 1367 members 
Mstep: Class 24 contains 71592 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 18390 members 
Mstep: Class 29 contains 72030 members 
Mstep: Class 30 contains 8621 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 129619 members 
Mstep: Class 33 contains 38610 members 
Mstep: Class 34 contains 7565 members 
Mstep: Class 35 contains 51847 members 
Mstep: Class 36 contains 20705 members 
Mstep: Class 37 contains 19343 members 
Mstep: Class 38 contains 2619 members 
Mstep: Class 39 contains 5885 members 
Mstep: Class 40 contains 6503 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 70275 members 
Mstep: Class 43 contains 7451 members 
Mstep: Class 44 contains 10194 members 
Mstep: Class 45 contains 1867 members 
Mstep: Class 46 contains 3759 members 
Mstep: Class 47 contains 2648 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24607 members 
Mstep: Class 50 contains 4773 members 
Mstep: Class 51 contains 12805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110985560.000000 Penalty: 104871.867188
Iteration 82Q: 52 clusters Score -1.109856e+08 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12594 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 4036 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 26923 members 
Mstep: Class 11 contains 63736 members 
Mstep: Class 12 contains 36066 members 
Mstep: Class 13 contains 13005 members 
Mstep: Class 14 contains 21288 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 15058 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 93463 members 
Mstep: Class 19 contains 44949 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 71279 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5310 members 
Mstep: Class 27 contains 5293 members 
Mstep: Class 28 contains 18451 members 
Mstep: Class 29 contains 71985 members 
Mstep: Class 30 contains 8623 members 
Mstep: Class 31 contains 14125 members 
Mstep: Class 32 contains 129385 members 
Mstep: Class 33 contains 38502 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 51702 members 
Mstep: Class 36 contains 20757 members 
Mstep: Class 37 contains 19261 members 
Mstep: Class 38 contains 2622 members 
Mstep: Class 39 contains 5961 members 
Mstep: Class 40 contains 6551 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 69701 members 
Mstep: Class 43 contains 7629 members 
Mstep: Class 44 contains 10365 members 
Mstep: Class 45 contains 1902 members 
Mstep: Class 46 contains 3792 members 
Mstep: Class 47 contains 2697 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24603 members 
Mstep: Class 50 contains 4868 members 
Mstep: Class 51 contains 12791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110986936.000000 Penalty: 104871.867188
Iteration 83Q: 52 clusters Score -1.109869e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 26789 members 
Mstep: Class 11 contains 63699 members 
Mstep: Class 12 contains 36550 members 
Mstep: Class 13 contains 12929 members 
Mstep: Class 14 contains 21261 members 
Mstep: Class 15 contains 6005 members 
Mstep: Class 16 contains 15139 members 
Mstep: Class 17 contains 6529 members 
Mstep: Class 18 contains 92894 members 
Mstep: Class 19 contains 45629 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 4890 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 71027 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 5278 members 
Mstep: Class 28 contains 18521 members 
Mstep: Class 29 contains 71959 members 
Mstep: Class 30 contains 8631 members 
Mstep: Class 31 contains 13896 members 
Mstep: Class 32 contains 129181 members 
Mstep: Class 33 contains 38396 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 51612 members 
Mstep: Class 36 contains 20789 members 
Mstep: Class 37 contains 19196 members 
Mstep: Class 38 contains 2629 members 
Mstep: Class 39 contains 6032 members 
Mstep: Class 40 contains 6575 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 69096 members 
Mstep: Class 43 contains 7738 members 
Mstep: Class 44 contains 10511 members 
Mstep: Class 45 contains 1923 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 2745 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 4945 members 
Mstep: Class 51 contains 12784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110988328.000000 Penalty: 104871.867188
Iteration 84Q: 52 clusters Score -1.109883e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 63687 members 
Mstep: Class 12 contains 37035 members 
Mstep: Class 13 contains 12851 members 
Mstep: Class 14 contains 21260 members 
Mstep: Class 15 contains 6548 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 6566 members 
Mstep: Class 18 contains 92354 members 
Mstep: Class 19 contains 46279 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 70850 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 5292 members 
Mstep: Class 28 contains 18594 members 
Mstep: Class 29 contains 71937 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 13720 members 
Mstep: Class 32 contains 128994 members 
Mstep: Class 33 contains 38268 members 
Mstep: Class 34 contains 7607 members 
Mstep: Class 35 contains 51537 members 
Mstep: Class 36 contains 20802 members 
Mstep: Class 37 contains 19136 members 
Mstep: Class 38 contains 2634 members 
Mstep: Class 39 contains 6083 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 68444 members 
Mstep: Class 43 contains 7824 members 
Mstep: Class 44 contains 10633 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 3811 members 
Mstep: Class 47 contains 2779 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24624 members 
Mstep: Class 50 contains 5005 members 
Mstep: Class 51 contains 12772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110989232.000000 Penalty: 104871.867188
Iteration 85Q: 52 clusters Score -1.109892e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 63682 members 
Mstep: Class 12 contains 37492 members 
Mstep: Class 13 contains 12783 members 
Mstep: Class 14 contains 21247 members 
Mstep: Class 15 contains 7130 members 
Mstep: Class 16 contains 15236 members 
Mstep: Class 17 contains 6590 members 
Mstep: Class 18 contains 91779 members 
Mstep: Class 19 contains 46904 members 
Mstep: Class 20 contains 14543 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 4978 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 70698 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 5290 members 
Mstep: Class 28 contains 18710 members 
Mstep: Class 29 contains 71924 members 
Mstep: Class 30 contains 8649 members 
Mstep: Class 31 contains 13583 members 
Mstep: Class 32 contains 128807 members 
Mstep: Class 33 contains 38158 members 
Mstep: Class 34 contains 7627 members 
Mstep: Class 35 contains 51450 members 
Mstep: Class 36 contains 20813 members 
Mstep: Class 37 contains 19092 members 
Mstep: Class 38 contains 2638 members 
Mstep: Class 39 contains 6122 members 
Mstep: Class 40 contains 6621 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 67758 members 
Mstep: Class 43 contains 7875 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 1965 members 
Mstep: Class 46 contains 3801 members 
Mstep: Class 47 contains 2803 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24635 members 
Mstep: Class 50 contains 5059 members 
Mstep: Class 51 contains 12742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110990472.000000 Penalty: 104871.867188
Iteration 86Q: 52 clusters Score -1.109905e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 1933 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 26501 members 
Mstep: Class 11 contains 63677 members 
Mstep: Class 12 contains 37925 members 
Mstep: Class 13 contains 12731 members 
Mstep: Class 14 contains 21229 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 15290 members 
Mstep: Class 17 contains 6606 members 
Mstep: Class 18 contains 91226 members 
Mstep: Class 19 contains 47497 members 
Mstep: Class 20 contains 14493 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5013 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 70558 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5260 members 
Mstep: Class 27 contains 5294 members 
Mstep: Class 28 contains 18808 members 
Mstep: Class 29 contains 71901 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 13461 members 
Mstep: Class 32 contains 128656 members 
Mstep: Class 33 contains 38029 members 
Mstep: Class 34 contains 7645 members 
Mstep: Class 35 contains 51379 members 
Mstep: Class 36 contains 20818 members 
Mstep: Class 37 contains 19067 members 
Mstep: Class 38 contains 2638 members 
Mstep: Class 39 contains 6150 members 
Mstep: Class 40 contains 6635 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 67037 members 
Mstep: Class 43 contains 7926 members 
Mstep: Class 44 contains 10869 members 
Mstep: Class 45 contains 1977 members 
Mstep: Class 46 contains 3785 members 
Mstep: Class 47 contains 2826 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24658 members 
Mstep: Class 50 contains 5122 members 
Mstep: Class 51 contains 12733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110991120.000000 Penalty: 104871.867188
Iteration 87Q: 52 clusters Score -1.109911e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12034 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6070 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 26458 members 
Mstep: Class 11 contains 63669 members 
Mstep: Class 12 contains 38356 members 
Mstep: Class 13 contains 12688 members 
Mstep: Class 14 contains 21203 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 15348 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 90669 members 
Mstep: Class 19 contains 48064 members 
Mstep: Class 20 contains 14444 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 70440 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5242 members 
Mstep: Class 27 contains 5314 members 
Mstep: Class 28 contains 18899 members 
Mstep: Class 29 contains 71906 members 
Mstep: Class 30 contains 8675 members 
Mstep: Class 31 contains 13364 members 
Mstep: Class 32 contains 128484 members 
Mstep: Class 33 contains 37923 members 
Mstep: Class 34 contains 7646 members 
Mstep: Class 35 contains 51328 members 
Mstep: Class 36 contains 20818 members 
Mstep: Class 37 contains 19066 members 
Mstep: Class 38 contains 2641 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 66257 members 
Mstep: Class 43 contains 7955 members 
Mstep: Class 44 contains 10960 members 
Mstep: Class 45 contains 1992 members 
Mstep: Class 46 contains 3764 members 
Mstep: Class 47 contains 2845 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24667 members 
Mstep: Class 50 contains 5168 members 
Mstep: Class 51 contains 12739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110992048.000000 Penalty: 104871.867188
Iteration 88Q: 52 clusters Score -1.10992e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11957 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 26409 members 
Mstep: Class 11 contains 63676 members 
Mstep: Class 12 contains 38796 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 14 contains 21185 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 16 contains 15420 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 90154 members 
Mstep: Class 19 contains 48656 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5080 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 70323 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5227 members 
Mstep: Class 27 contains 5325 members 
Mstep: Class 28 contains 18966 members 
Mstep: Class 29 contains 71920 members 
Mstep: Class 30 contains 8683 members 
Mstep: Class 31 contains 13292 members 
Mstep: Class 32 contains 128270 members 
Mstep: Class 33 contains 37835 members 
Mstep: Class 34 contains 7655 members 
Mstep: Class 35 contains 51274 members 
Mstep: Class 36 contains 20821 members 
Mstep: Class 37 contains 19044 members 
Mstep: Class 38 contains 2642 members 
Mstep: Class 39 contains 6196 members 
Mstep: Class 40 contains 6654 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 65439 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 11040 members 
Mstep: Class 45 contains 2004 members 
Mstep: Class 46 contains 3747 members 
Mstep: Class 47 contains 2857 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24681 members 
Mstep: Class 50 contains 5196 members 
Mstep: Class 51 contains 12737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110993168.000000 Penalty: 104871.867188
Iteration 89Q: 52 clusters Score -1.109932e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6219 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 26380 members 
Mstep: Class 11 contains 63678 members 
Mstep: Class 12 contains 39220 members 
Mstep: Class 13 contains 12592 members 
Mstep: Class 14 contains 21169 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 15506 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 89640 members 
Mstep: Class 19 contains 49238 members 
Mstep: Class 20 contains 14372 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5116 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 70204 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 5331 members 
Mstep: Class 28 contains 19014 members 
Mstep: Class 29 contains 71946 members 
Mstep: Class 30 contains 8689 members 
Mstep: Class 31 contains 13227 members 
Mstep: Class 32 contains 128090 members 
Mstep: Class 33 contains 37787 members 
Mstep: Class 34 contains 7667 members 
Mstep: Class 35 contains 51235 members 
Mstep: Class 36 contains 20820 members 
Mstep: Class 37 contains 19025 members 
Mstep: Class 38 contains 2643 members 
Mstep: Class 39 contains 6220 members 
Mstep: Class 40 contains 6658 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 64562 members 
Mstep: Class 43 contains 7991 members 
Mstep: Class 44 contains 11095 members 
Mstep: Class 45 contains 2014 members 
Mstep: Class 46 contains 3726 members 
Mstep: Class 47 contains 2872 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24700 members 
Mstep: Class 50 contains 5238 members 
Mstep: Class 51 contains 12736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110994224.000000 Penalty: 104871.867188
Iteration 90Q: 52 clusters Score -1.109942e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 11822 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 4742 members 
Mstep: Class 10 contains 26364 members 
Mstep: Class 11 contains 63690 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 12557 members 
Mstep: Class 14 contains 21157 members 
Mstep: Class 15 contains 10103 members 
Mstep: Class 16 contains 15615 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 89129 members 
Mstep: Class 19 contains 49850 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 70077 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 5352 members 
Mstep: Class 28 contains 19046 members 
Mstep: Class 29 contains 71953 members 
Mstep: Class 30 contains 8696 members 
Mstep: Class 31 contains 13169 members 
Mstep: Class 32 contains 127902 members 
Mstep: Class 33 contains 37729 members 
Mstep: Class 34 contains 7684 members 
Mstep: Class 35 contains 51175 members 
Mstep: Class 36 contains 20820 members 
Mstep: Class 37 contains 19012 members 
Mstep: Class 38 contains 2644 members 
Mstep: Class 39 contains 6229 members 
Mstep: Class 40 contains 6666 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 63681 members 
Mstep: Class 43 contains 7995 members 
Mstep: Class 44 contains 11142 members 
Mstep: Class 45 contains 2023 members 
Mstep: Class 46 contains 3711 members 
Mstep: Class 47 contains 2893 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24721 members 
Mstep: Class 50 contains 5274 members 
Mstep: Class 51 contains 12720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110994944.000000 Penalty: 104871.867188
Iteration 91Q: 52 clusters Score -1.109949e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 6316 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 26364 members 
Mstep: Class 11 contains 63692 members 
Mstep: Class 12 contains 40065 members 
Mstep: Class 13 contains 12528 members 
Mstep: Class 14 contains 21151 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 15726 members 
Mstep: Class 17 contains 6656 members 
Mstep: Class 18 contains 88593 members 
Mstep: Class 19 contains 50482 members 
Mstep: Class 20 contains 14315 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 69938 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 5369 members 
Mstep: Class 28 contains 19081 members 
Mstep: Class 29 contains 71955 members 
Mstep: Class 30 contains 8698 members 
Mstep: Class 31 contains 13120 members 
Mstep: Class 32 contains 127711 members 
Mstep: Class 33 contains 37684 members 
Mstep: Class 34 contains 7703 members 
Mstep: Class 35 contains 51130 members 
Mstep: Class 36 contains 20822 members 
Mstep: Class 37 contains 19014 members 
Mstep: Class 38 contains 2645 members 
Mstep: Class 39 contains 6234 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 62729 members 
Mstep: Class 43 contains 7997 members 
Mstep: Class 44 contains 11179 members 
Mstep: Class 45 contains 2030 members 
Mstep: Class 46 contains 3698 members 
Mstep: Class 47 contains 2902 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24733 members 
Mstep: Class 50 contains 5307 members 
Mstep: Class 51 contains 12704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110995296.000000 Penalty: 104871.867188
Iteration 92Q: 52 clusters Score -1.109953e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 4764 members 
Mstep: Class 10 contains 26369 members 
Mstep: Class 11 contains 63692 members 
Mstep: Class 12 contains 40520 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 21148 members 
Mstep: Class 15 contains 11380 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 88099 members 
Mstep: Class 19 contains 51147 members 
Mstep: Class 20 contains 14281 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 69770 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 5393 members 
Mstep: Class 28 contains 19105 members 
Mstep: Class 29 contains 71962 members 
Mstep: Class 30 contains 8702 members 
Mstep: Class 31 contains 13064 members 
Mstep: Class 32 contains 127507 members 
Mstep: Class 33 contains 37649 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 51095 members 
Mstep: Class 36 contains 20825 members 
Mstep: Class 37 contains 19004 members 
Mstep: Class 38 contains 2646 members 
Mstep: Class 39 contains 6252 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 61748 members 
Mstep: Class 43 contains 8001 members 
Mstep: Class 44 contains 11201 members 
Mstep: Class 45 contains 2040 members 
Mstep: Class 46 contains 3676 members 
Mstep: Class 47 contains 2917 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24750 members 
Mstep: Class 50 contains 5341 members 
Mstep: Class 51 contains 12692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110996256.000000 Penalty: 104871.867188
Iteration 93Q: 52 clusters Score -1.109963e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 3878 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 26413 members 
Mstep: Class 11 contains 63683 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 12468 members 
Mstep: Class 14 contains 21132 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 15904 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 87636 members 
Mstep: Class 19 contains 51782 members 
Mstep: Class 20 contains 14248 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 69627 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5149 members 
Mstep: Class 27 contains 5421 members 
Mstep: Class 28 contains 19126 members 
Mstep: Class 29 contains 71966 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 13014 members 
Mstep: Class 32 contains 127289 members 
Mstep: Class 33 contains 37635 members 
Mstep: Class 34 contains 7733 members 
Mstep: Class 35 contains 51049 members 
Mstep: Class 36 contains 20823 members 
Mstep: Class 37 contains 18986 members 
Mstep: Class 38 contains 2647 members 
Mstep: Class 39 contains 6264 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 60703 members 
Mstep: Class 43 contains 8004 members 
Mstep: Class 44 contains 11227 members 
Mstep: Class 45 contains 2058 members 
Mstep: Class 46 contains 3648 members 
Mstep: Class 47 contains 2936 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24765 members 
Mstep: Class 50 contains 5380 members 
Mstep: Class 51 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110997176.000000 Penalty: 104871.867188
Iteration 94Q: 52 clusters Score -1.109972e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 26449 members 
Mstep: Class 11 contains 63680 members 
Mstep: Class 12 contains 41598 members 
Mstep: Class 13 contains 12444 members 
Mstep: Class 14 contains 21108 members 
Mstep: Class 15 contains 12530 members 
Mstep: Class 16 contains 16003 members 
Mstep: Class 17 contains 6675 members 
Mstep: Class 18 contains 87241 members 
Mstep: Class 19 contains 52398 members 
Mstep: Class 20 contains 14229 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 69438 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 19139 members 
Mstep: Class 29 contains 71979 members 
Mstep: Class 30 contains 8718 members 
Mstep: Class 31 contains 12959 members 
Mstep: Class 32 contains 127077 members 
Mstep: Class 33 contains 37615 members 
Mstep: Class 34 contains 7742 members 
Mstep: Class 35 contains 51026 members 
Mstep: Class 36 contains 20817 members 
Mstep: Class 37 contains 18960 members 
Mstep: Class 38 contains 2651 members 
Mstep: Class 39 contains 6267 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 59639 members 
Mstep: Class 43 contains 8008 members 
Mstep: Class 44 contains 11265 members 
Mstep: Class 45 contains 2073 members 
Mstep: Class 46 contains 3625 members 
Mstep: Class 47 contains 2945 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24779 members 
Mstep: Class 50 contains 5414 members 
Mstep: Class 51 contains 12662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110997592.000000 Penalty: 104871.867188
Iteration 95Q: 52 clusters Score -1.109976e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 26506 members 
Mstep: Class 11 contains 63673 members 
Mstep: Class 12 contains 42201 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 21091 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 16079 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 86925 members 
Mstep: Class 19 contains 53054 members 
Mstep: Class 20 contains 14208 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 69264 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5116 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 19167 members 
Mstep: Class 29 contains 71981 members 
Mstep: Class 30 contains 8729 members 
Mstep: Class 31 contains 12914 members 
Mstep: Class 32 contains 126860 members 
Mstep: Class 33 contains 37612 members 
Mstep: Class 34 contains 7747 members 
Mstep: Class 35 contains 51003 members 
Mstep: Class 36 contains 20822 members 
Mstep: Class 37 contains 18946 members 
Mstep: Class 38 contains 2654 members 
Mstep: Class 39 contains 6269 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 58498 members 
Mstep: Class 43 contains 8006 members 
Mstep: Class 44 contains 11287 members 
Mstep: Class 45 contains 2082 members 
Mstep: Class 46 contains 3605 members 
Mstep: Class 47 contains 2951 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24783 members 
Mstep: Class 50 contains 5432 members 
Mstep: Class 51 contains 12661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110998392.000000 Penalty: 104871.867188
Iteration 96Q: 52 clusters Score -1.109984e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11588 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 26531 members 
Mstep: Class 11 contains 63679 members 
Mstep: Class 12 contains 42793 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 21080 members 
Mstep: Class 15 contains 13325 members 
Mstep: Class 16 contains 16131 members 
Mstep: Class 17 contains 6687 members 
Mstep: Class 18 contains 86752 members 
Mstep: Class 19 contains 53764 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 69077 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 19195 members 
Mstep: Class 29 contains 71975 members 
Mstep: Class 30 contains 8745 members 
Mstep: Class 31 contains 12869 members 
Mstep: Class 32 contains 126679 members 
Mstep: Class 33 contains 37606 members 
Mstep: Class 34 contains 7752 members 
Mstep: Class 35 contains 50973 members 
Mstep: Class 36 contains 20821 members 
Mstep: Class 37 contains 18915 members 
Mstep: Class 38 contains 2654 members 
Mstep: Class 39 contains 6284 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 57320 members 
Mstep: Class 43 contains 8008 members 
Mstep: Class 44 contains 11307 members 
Mstep: Class 45 contains 2088 members 
Mstep: Class 46 contains 3578 members 
Mstep: Class 47 contains 2957 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24786 members 
Mstep: Class 50 contains 5446 members 
Mstep: Class 51 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110999232.000000 Penalty: 104871.867188
Iteration 97Q: 52 clusters Score -1.109992e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 4818 members 
Mstep: Class 10 contains 26544 members 
Mstep: Class 11 contains 63675 members 
Mstep: Class 12 contains 43421 members 
Mstep: Class 13 contains 12396 members 
Mstep: Class 14 contains 21067 members 
Mstep: Class 15 contains 13559 members 
Mstep: Class 16 contains 16159 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 86680 members 
Mstep: Class 19 contains 54553 members 
Mstep: Class 20 contains 14179 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 68892 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 19224 members 
Mstep: Class 29 contains 71971 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 12822 members 
Mstep: Class 32 contains 126482 members 
Mstep: Class 33 contains 37606 members 
Mstep: Class 34 contains 7747 members 
Mstep: Class 35 contains 50949 members 
Mstep: Class 36 contains 20822 members 
Mstep: Class 37 contains 18907 members 
Mstep: Class 38 contains 2654 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 56069 members 
Mstep: Class 43 contains 8008 members 
Mstep: Class 44 contains 11323 members 
Mstep: Class 45 contains 2094 members 
Mstep: Class 46 contains 3556 members 
Mstep: Class 47 contains 2962 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24790 members 
Mstep: Class 50 contains 5462 members 
Mstep: Class 51 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111000040.000000 Penalty: 104871.867188
Iteration 98Q: 52 clusters Score -1.11e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 6488 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 26531 members 
Mstep: Class 11 contains 63665 members 
Mstep: Class 12 contains 44065 members 
Mstep: Class 13 contains 12386 members 
Mstep: Class 14 contains 21055 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 86640 members 
Mstep: Class 19 contains 55334 members 
Mstep: Class 20 contains 14170 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5365 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 68726 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5064 members 
Mstep: Class 27 contains 5601 members 
Mstep: Class 28 contains 19250 members 
Mstep: Class 29 contains 71963 members 
Mstep: Class 30 contains 8774 members 
Mstep: Class 31 contains 12777 members 
Mstep: Class 32 contains 126305 members 
Mstep: Class 33 contains 37604 members 
Mstep: Class 34 contains 7750 members 
Mstep: Class 35 contains 50933 members 
Mstep: Class 36 contains 20821 members 
Mstep: Class 37 contains 18921 members 
Mstep: Class 38 contains 2654 members 
Mstep: Class 39 contains 6298 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 54834 members 
Mstep: Class 43 contains 8009 members 
Mstep: Class 44 contains 11340 members 
Mstep: Class 45 contains 2102 members 
Mstep: Class 46 contains 3538 members 
Mstep: Class 47 contains 2962 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24790 members 
Mstep: Class 50 contains 5479 members 
Mstep: Class 51 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111000472.000000 Penalty: 104871.867188
Iteration 99Q: 52 clusters Score -1.110005e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11502 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 26493 members 
Mstep: Class 11 contains 63661 members 
Mstep: Class 12 contains 44759 members 
Mstep: Class 13 contains 12376 members 
Mstep: Class 14 contains 21044 members 
Mstep: Class 15 contains 13891 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 86651 members 
Mstep: Class 19 contains 56145 members 
Mstep: Class 20 contains 14159 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 68597 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 5644 members 
Mstep: Class 28 contains 19270 members 
Mstep: Class 29 contains 71966 members 
Mstep: Class 30 contains 8788 members 
Mstep: Class 31 contains 12733 members 
Mstep: Class 32 contains 126125 members 
Mstep: Class 33 contains 37599 members 
Mstep: Class 34 contains 7755 members 
Mstep: Class 35 contains 50909 members 
Mstep: Class 36 contains 20822 members 
Mstep: Class 37 contains 18922 members 
Mstep: Class 38 contains 2654 members 
Mstep: Class 39 contains 6299 members 
Mstep: Class 40 contains 6674 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 53537 members 
Mstep: Class 43 contains 8008 members 
Mstep: Class 44 contains 11359 members 
Mstep: Class 45 contains 2109 members 
Mstep: Class 46 contains 3513 members 
Mstep: Class 47 contains 2969 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24794 members 
Mstep: Class 50 contains 5493 members 
Mstep: Class 51 contains 12650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111002120.000000 Penalty: 104871.867188
Iteration 100F: 52 clusters Score -1.110021e+08 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11484 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 26435 members 
Mstep: Class 11 contains 63659 members 
Mstep: Class 12 contains 45462 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 21039 members 
Mstep: Class 15 contains 14824 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 85843 members 
Mstep: Class 19 contains 57029 members 
Mstep: Class 20 contains 14150 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 5424 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 68473 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 19280 members 
Mstep: Class 29 contains 71956 members 
Mstep: Class 30 contains 8807 members 
Mstep: Class 31 contains 12672 members 
Mstep: Class 32 contains 125978 members 
Mstep: Class 33 contains 37584 members 
Mstep: Class 34 contains 7754 members 
Mstep: Class 35 contains 50902 members 
Mstep: Class 36 contains 20823 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 2654 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 6676 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 52180 members 
Mstep: Class 43 contains 8009 members 
Mstep: Class 44 contains 11371 members 
Mstep: Class 45 contains 2117 members 
Mstep: Class 46 contains 3493 members 
Mstep: Class 47 contains 2976 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24797 members 
Mstep: Class 50 contains 5502 members 
Mstep: Class 51 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111004136.000000 Penalty: 104871.867188
Iteration 101Q: 52 clusters Score -1.110041e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 26370 members 
Mstep: Class 11 contains 63661 members 
Mstep: Class 12 contains 46124 members 
Mstep: Class 13 contains 12341 members 
Mstep: Class 14 contains 21039 members 
Mstep: Class 15 contains 15754 members 
Mstep: Class 16 contains 15962 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 85035 members 
Mstep: Class 19 contains 57947 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5446 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 68385 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 5686 members 
Mstep: Class 28 contains 19296 members 
Mstep: Class 29 contains 71953 members 
Mstep: Class 30 contains 8821 members 
Mstep: Class 31 contains 12633 members 
Mstep: Class 32 contains 125824 members 
Mstep: Class 33 contains 37592 members 
Mstep: Class 34 contains 7753 members 
Mstep: Class 35 contains 50897 members 
Mstep: Class 36 contains 20825 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 6320 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 50810 members 
Mstep: Class 43 contains 8009 members 
Mstep: Class 44 contains 11382 members 
Mstep: Class 45 contains 2123 members 
Mstep: Class 46 contains 3477 members 
Mstep: Class 47 contains 2982 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24799 members 
Mstep: Class 50 contains 5511 members 
Mstep: Class 51 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111005728.000000 Penalty: 104871.867188
Iteration 102Q: 52 clusters Score -1.110057e+08 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 26287 members 
Mstep: Class 11 contains 63666 members 
Mstep: Class 12 contains 46770 members 
Mstep: Class 13 contains 12327 members 
Mstep: Class 14 contains 21042 members 
Mstep: Class 15 contains 16651 members 
Mstep: Class 16 contains 15839 members 
Mstep: Class 17 contains 6731 members 
Mstep: Class 18 contains 84221 members 
Mstep: Class 19 contains 58796 members 
Mstep: Class 20 contains 14123 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 68318 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 5706 members 
Mstep: Class 28 contains 19301 members 
Mstep: Class 29 contains 71965 members 
Mstep: Class 30 contains 8836 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 125693 members 
Mstep: Class 33 contains 37603 members 
Mstep: Class 34 contains 7754 members 
Mstep: Class 35 contains 50903 members 
Mstep: Class 36 contains 20828 members 
Mstep: Class 37 contains 18886 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 6337 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 49559 members 
Mstep: Class 43 contains 8012 members 
Mstep: Class 44 contains 11392 members 
Mstep: Class 45 contains 2126 members 
Mstep: Class 46 contains 3459 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24805 members 
Mstep: Class 50 contains 5519 members 
Mstep: Class 51 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111007584.000000 Penalty: 104871.867188
Iteration 103Q: 52 clusters Score -1.110076e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 26201 members 
Mstep: Class 11 contains 63665 members 
Mstep: Class 12 contains 47317 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 21041 members 
Mstep: Class 15 contains 17563 members 
Mstep: Class 16 contains 15721 members 
Mstep: Class 17 contains 6731 members 
Mstep: Class 18 contains 83407 members 
Mstep: Class 19 contains 59594 members 
Mstep: Class 20 contains 14111 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 68266 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 5738 members 
Mstep: Class 28 contains 19311 members 
Mstep: Class 29 contains 71967 members 
Mstep: Class 30 contains 8845 members 
Mstep: Class 31 contains 12549 members 
Mstep: Class 32 contains 125519 members 
Mstep: Class 33 contains 37630 members 
Mstep: Class 34 contains 7754 members 
Mstep: Class 35 contains 50902 members 
Mstep: Class 36 contains 20824 members 
Mstep: Class 37 contains 18856 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 6344 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 48481 members 
Mstep: Class 43 contains 8012 members 
Mstep: Class 44 contains 11401 members 
Mstep: Class 45 contains 2130 members 
Mstep: Class 46 contains 3435 members 
Mstep: Class 47 contains 2989 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24813 members 
Mstep: Class 50 contains 5534 members 
Mstep: Class 51 contains 12705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111008856.000000 Penalty: 104871.867188
Iteration 104Q: 52 clusters Score -1.110089e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 6575 members 
Mstep: Class 6 contains 3798 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 4853 members 
Mstep: Class 10 contains 26112 members 
Mstep: Class 11 contains 63659 members 
Mstep: Class 12 contains 47767 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 21042 members 
Mstep: Class 15 contains 18474 members 
Mstep: Class 16 contains 15604 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 82605 members 
Mstep: Class 19 contains 60296 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 68203 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 19326 members 
Mstep: Class 29 contains 71965 members 
Mstep: Class 30 contains 8857 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 125367 members 
Mstep: Class 33 contains 37666 members 
Mstep: Class 34 contains 7761 members 
Mstep: Class 35 contains 50898 members 
Mstep: Class 36 contains 20823 members 
Mstep: Class 37 contains 18821 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 6352 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 47563 members 
Mstep: Class 43 contains 8015 members 
Mstep: Class 44 contains 11409 members 
Mstep: Class 45 contains 2132 members 
Mstep: Class 46 contains 3418 members 
Mstep: Class 47 contains 2994 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24818 members 
Mstep: Class 50 contains 5543 members 
Mstep: Class 51 contains 12734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111010216.000000 Penalty: 104871.867188
Iteration 105Q: 52 clusters Score -1.110102e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 6587 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 26012 members 
Mstep: Class 11 contains 63656 members 
Mstep: Class 12 contains 48103 members 
Mstep: Class 13 contains 12288 members 
Mstep: Class 14 contains 21039 members 
Mstep: Class 15 contains 19414 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 81821 members 
Mstep: Class 19 contains 60899 members 
Mstep: Class 20 contains 14083 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 68140 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 5790 members 
Mstep: Class 28 contains 19337 members 
Mstep: Class 29 contains 71958 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 12464 members 
Mstep: Class 32 contains 125187 members 
Mstep: Class 33 contains 37699 members 
Mstep: Class 34 contains 7767 members 
Mstep: Class 35 contains 50898 members 
Mstep: Class 36 contains 20823 members 
Mstep: Class 37 contains 18799 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 6680 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 46868 members 
Mstep: Class 43 contains 8020 members 
Mstep: Class 44 contains 11423 members 
Mstep: Class 45 contains 2137 members 
Mstep: Class 46 contains 3404 members 
Mstep: Class 47 contains 3000 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24819 members 
Mstep: Class 50 contains 5560 members 
Mstep: Class 51 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111010720.000000 Penalty: 104871.867188
Iteration 106Q: 52 clusters Score -1.110107e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 10 contains 25936 members 
Mstep: Class 11 contains 63656 members 
Mstep: Class 12 contains 48368 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 21033 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 81119 members 
Mstep: Class 19 contains 61393 members 
Mstep: Class 20 contains 14065 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 68064 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 5809 members 
Mstep: Class 28 contains 19350 members 
Mstep: Class 29 contains 71955 members 
Mstep: Class 30 contains 8883 members 
Mstep: Class 31 contains 12425 members 
Mstep: Class 32 contains 124975 members 
Mstep: Class 33 contains 37727 members 
Mstep: Class 34 contains 7775 members 
Mstep: Class 35 contains 50889 members 
Mstep: Class 36 contains 20825 members 
Mstep: Class 37 contains 18770 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 6370 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 46330 members 
Mstep: Class 43 contains 8022 members 
Mstep: Class 44 contains 11445 members 
Mstep: Class 45 contains 2142 members 
Mstep: Class 46 contains 3388 members 
Mstep: Class 47 contains 3003 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24823 members 
Mstep: Class 50 contains 5571 members 
Mstep: Class 51 contains 12756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111011384.000000 Penalty: 104871.867188
Iteration 107Q: 52 clusters Score -1.110114e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6612 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 25875 members 
Mstep: Class 11 contains 63655 members 
Mstep: Class 12 contains 48530 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 21029 members 
Mstep: Class 15 contains 21223 members 
Mstep: Class 16 contains 15301 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 80399 members 
Mstep: Class 19 contains 61788 members 
Mstep: Class 20 contains 14055 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 67987 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 5822 members 
Mstep: Class 28 contains 19369 members 
Mstep: Class 29 contains 71957 members 
Mstep: Class 30 contains 8893 members 
Mstep: Class 31 contains 12390 members 
Mstep: Class 32 contains 124763 members 
Mstep: Class 33 contains 37760 members 
Mstep: Class 34 contains 7784 members 
Mstep: Class 35 contains 50900 members 
Mstep: Class 36 contains 20826 members 
Mstep: Class 37 contains 18744 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6375 members 
Mstep: Class 40 contains 6681 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45960 members 
Mstep: Class 43 contains 8028 members 
Mstep: Class 44 contains 11449 members 
Mstep: Class 45 contains 2149 members 
Mstep: Class 46 contains 3368 members 
Mstep: Class 47 contains 3013 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24822 members 
Mstep: Class 50 contains 5581 members 
Mstep: Class 51 contains 12770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111011920.000000 Penalty: 104871.867188
Iteration 108Q: 52 clusters Score -1.110119e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 25814 members 
Mstep: Class 11 contains 63649 members 
Mstep: Class 12 contains 48635 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 21030 members 
Mstep: Class 15 contains 22141 members 
Mstep: Class 16 contains 15259 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 79629 members 
Mstep: Class 19 contains 62101 members 
Mstep: Class 20 contains 14030 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 67893 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 5849 members 
Mstep: Class 28 contains 19383 members 
Mstep: Class 29 contains 71954 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 12360 members 
Mstep: Class 32 contains 124560 members 
Mstep: Class 33 contains 37819 members 
Mstep: Class 34 contains 7788 members 
Mstep: Class 35 contains 50901 members 
Mstep: Class 36 contains 20828 members 
Mstep: Class 37 contains 18715 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6384 members 
Mstep: Class 40 contains 6681 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45746 members 
Mstep: Class 43 contains 8031 members 
Mstep: Class 44 contains 11457 members 
Mstep: Class 45 contains 2160 members 
Mstep: Class 46 contains 3345 members 
Mstep: Class 47 contains 3022 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24827 members 
Mstep: Class 50 contains 5582 members 
Mstep: Class 51 contains 12762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111012632.000000 Penalty: 104871.867188
Iteration 109Q: 52 clusters Score -1.110126e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 25760 members 
Mstep: Class 11 contains 63642 members 
Mstep: Class 12 contains 48688 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 21024 members 
Mstep: Class 15 contains 23024 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 78888 members 
Mstep: Class 19 contains 62414 members 
Mstep: Class 20 contains 14013 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 67764 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 5872 members 
Mstep: Class 28 contains 19392 members 
Mstep: Class 29 contains 71963 members 
Mstep: Class 30 contains 8908 members 
Mstep: Class 31 contains 12340 members 
Mstep: Class 32 contains 124382 members 
Mstep: Class 33 contains 37883 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50894 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18698 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 6682 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45593 members 
Mstep: Class 43 contains 8028 members 
Mstep: Class 44 contains 11463 members 
Mstep: Class 45 contains 2169 members 
Mstep: Class 46 contains 3320 members 
Mstep: Class 47 contains 3026 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24832 members 
Mstep: Class 50 contains 5583 members 
Mstep: Class 51 contains 12738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111012728.000000 Penalty: 104871.867188
Iteration 110Q: 52 clusters Score -1.110127e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 6652 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 25709 members 
Mstep: Class 11 contains 63632 members 
Mstep: Class 12 contains 48700 members 
Mstep: Class 13 contains 12234 members 
Mstep: Class 14 contains 21027 members 
Mstep: Class 15 contains 23858 members 
Mstep: Class 16 contains 15178 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 78237 members 
Mstep: Class 19 contains 62709 members 
Mstep: Class 20 contains 13998 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5688 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 67635 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 5898 members 
Mstep: Class 28 contains 19400 members 
Mstep: Class 29 contains 71955 members 
Mstep: Class 30 contains 8908 members 
Mstep: Class 31 contains 12326 members 
Mstep: Class 32 contains 124213 members 
Mstep: Class 33 contains 37928 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50879 members 
Mstep: Class 36 contains 20835 members 
Mstep: Class 37 contains 18686 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45476 members 
Mstep: Class 43 contains 8029 members 
Mstep: Class 44 contains 11468 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 3290 members 
Mstep: Class 47 contains 3035 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24832 members 
Mstep: Class 50 contains 5586 members 
Mstep: Class 51 contains 12717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111013496.000000 Penalty: 104871.867188
Iteration 111Q: 52 clusters Score -1.110135e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 4867 members 
Mstep: Class 10 contains 25670 members 
Mstep: Class 11 contains 63618 members 
Mstep: Class 12 contains 48669 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 21026 members 
Mstep: Class 15 contains 24622 members 
Mstep: Class 16 contains 15136 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 77660 members 
Mstep: Class 19 contains 62996 members 
Mstep: Class 20 contains 13987 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5719 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 67522 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 19410 members 
Mstep: Class 29 contains 71951 members 
Mstep: Class 30 contains 8913 members 
Mstep: Class 31 contains 12317 members 
Mstep: Class 32 contains 124050 members 
Mstep: Class 33 contains 37991 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50869 members 
Mstep: Class 36 contains 20832 members 
Mstep: Class 37 contains 18667 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6387 members 
Mstep: Class 40 contains 6675 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45385 members 
Mstep: Class 43 contains 8029 members 
Mstep: Class 44 contains 11476 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 3266 members 
Mstep: Class 47 contains 3037 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24830 members 
Mstep: Class 50 contains 5588 members 
Mstep: Class 51 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111013808.000000 Penalty: 104871.867188
Iteration 112Q: 52 clusters Score -1.110138e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 6683 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 25635 members 
Mstep: Class 11 contains 63595 members 
Mstep: Class 12 contains 48610 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 21025 members 
Mstep: Class 15 contains 25300 members 
Mstep: Class 16 contains 15105 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 77142 members 
Mstep: Class 19 contains 63257 members 
Mstep: Class 20 contains 13979 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5747 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 67418 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 19413 members 
Mstep: Class 29 contains 71943 members 
Mstep: Class 30 contains 8915 members 
Mstep: Class 31 contains 12308 members 
Mstep: Class 32 contains 123905 members 
Mstep: Class 33 contains 38048 members 
Mstep: Class 34 contains 7790 members 
Mstep: Class 35 contains 50858 members 
Mstep: Class 36 contains 20833 members 
Mstep: Class 37 contains 18647 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6391 members 
Mstep: Class 40 contains 6675 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45325 members 
Mstep: Class 43 contains 8032 members 
Mstep: Class 44 contains 11487 members 
Mstep: Class 45 contains 2179 members 
Mstep: Class 46 contains 3237 members 
Mstep: Class 47 contains 3040 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24831 members 
Mstep: Class 50 contains 5593 members 
Mstep: Class 51 contains 12650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014152.000000 Penalty: 104871.867188
Iteration 113Q: 52 clusters Score -1.110142e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 4873 members 
Mstep: Class 10 contains 25582 members 
Mstep: Class 11 contains 63570 members 
Mstep: Class 12 contains 48540 members 
Mstep: Class 13 contains 12200 members 
Mstep: Class 14 contains 21014 members 
Mstep: Class 15 contains 25918 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 76713 members 
Mstep: Class 19 contains 63526 members 
Mstep: Class 20 contains 13966 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 67320 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8919 members 
Mstep: Class 31 contains 12294 members 
Mstep: Class 32 contains 123728 members 
Mstep: Class 33 contains 38103 members 
Mstep: Class 34 contains 7790 members 
Mstep: Class 35 contains 50850 members 
Mstep: Class 36 contains 20833 members 
Mstep: Class 37 contains 18622 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6395 members 
Mstep: Class 40 contains 6673 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45302 members 
Mstep: Class 43 contains 8036 members 
Mstep: Class 44 contains 11500 members 
Mstep: Class 45 contains 2180 members 
Mstep: Class 46 contains 3204 members 
Mstep: Class 47 contains 3044 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24835 members 
Mstep: Class 50 contains 5598 members 
Mstep: Class 51 contains 12618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014472.000000 Penalty: 104871.867188
Iteration 114Q: 52 clusters Score -1.110145e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 25530 members 
Mstep: Class 11 contains 63534 members 
Mstep: Class 12 contains 48444 members 
Mstep: Class 13 contains 12191 members 
Mstep: Class 14 contains 21013 members 
Mstep: Class 15 contains 26448 members 
Mstep: Class 16 contains 15021 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 76376 members 
Mstep: Class 19 contains 63797 members 
Mstep: Class 20 contains 13959 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5821 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 67214 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5045 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 19418 members 
Mstep: Class 29 contains 71943 members 
Mstep: Class 30 contains 8927 members 
Mstep: Class 31 contains 12284 members 
Mstep: Class 32 contains 123570 members 
Mstep: Class 33 contains 38138 members 
Mstep: Class 34 contains 7791 members 
Mstep: Class 35 contains 50838 members 
Mstep: Class 36 contains 20832 members 
Mstep: Class 37 contains 18594 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6393 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45297 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 11505 members 
Mstep: Class 45 contains 2181 members 
Mstep: Class 46 contains 3168 members 
Mstep: Class 47 contains 3046 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24838 members 
Mstep: Class 50 contains 5607 members 
Mstep: Class 51 contains 12591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014568.000000 Penalty: 104871.867188
Iteration 115Q: 52 clusters Score -1.110146e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11193 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 6752 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 10 contains 25489 members 
Mstep: Class 11 contains 63492 members 
Mstep: Class 12 contains 48342 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 26864 members 
Mstep: Class 16 contains 14974 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 76211 members 
Mstep: Class 19 contains 64059 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 67128 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5049 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 19422 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8927 members 
Mstep: Class 31 contains 12266 members 
Mstep: Class 32 contains 123365 members 
Mstep: Class 33 contains 38170 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50830 members 
Mstep: Class 36 contains 20838 members 
Mstep: Class 37 contains 18566 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6395 members 
Mstep: Class 40 contains 6680 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45291 members 
Mstep: Class 43 contains 8039 members 
Mstep: Class 44 contains 11517 members 
Mstep: Class 45 contains 2184 members 
Mstep: Class 46 contains 3135 members 
Mstep: Class 47 contains 3049 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24840 members 
Mstep: Class 50 contains 5618 members 
Mstep: Class 51 contains 12572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014968.000000 Penalty: 104871.867188
Iteration 116Q: 52 clusters Score -1.11015e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 25462 members 
Mstep: Class 11 contains 63456 members 
Mstep: Class 12 contains 48247 members 
Mstep: Class 13 contains 12182 members 
Mstep: Class 14 contains 21004 members 
Mstep: Class 15 contains 27220 members 
Mstep: Class 16 contains 14933 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 18 contains 76102 members 
Mstep: Class 19 contains 64277 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 67051 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5052 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 19424 members 
Mstep: Class 29 contains 71944 members 
Mstep: Class 30 contains 8933 members 
Mstep: Class 31 contains 12246 members 
Mstep: Class 32 contains 123152 members 
Mstep: Class 33 contains 38201 members 
Mstep: Class 34 contains 7796 members 
Mstep: Class 35 contains 50818 members 
Mstep: Class 36 contains 20837 members 
Mstep: Class 37 contains 18543 members 
Mstep: Class 38 contains 2657 members 
Mstep: Class 39 contains 6397 members 
Mstep: Class 40 contains 6680 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45294 members 
Mstep: Class 43 contains 8042 members 
Mstep: Class 44 contains 11533 members 
Mstep: Class 45 contains 2184 members 
Mstep: Class 46 contains 3099 members 
Mstep: Class 47 contains 3054 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24843 members 
Mstep: Class 50 contains 5630 members 
Mstep: Class 51 contains 12542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111015272.000000 Penalty: 104871.867188
Iteration 117Q: 52 clusters Score -1.110153e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11166 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 25412 members 
Mstep: Class 11 contains 63419 members 
Mstep: Class 12 contains 48145 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 21000 members 
Mstep: Class 15 contains 27497 members 
Mstep: Class 16 contains 14891 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 76027 members 
Mstep: Class 19 contains 64539 members 
Mstep: Class 20 contains 13942 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5904 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66969 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 19432 members 
Mstep: Class 29 contains 71944 members 
Mstep: Class 30 contains 8937 members 
Mstep: Class 31 contains 12221 members 
Mstep: Class 32 contains 122982 members 
Mstep: Class 33 contains 38194 members 
Mstep: Class 34 contains 7796 members 
Mstep: Class 35 contains 50800 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18521 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6412 members 
Mstep: Class 40 contains 6680 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45322 members 
Mstep: Class 43 contains 8044 members 
Mstep: Class 44 contains 11551 members 
Mstep: Class 45 contains 2184 members 
Mstep: Class 46 contains 3057 members 
Mstep: Class 47 contains 3057 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24842 members 
Mstep: Class 50 contains 5651 members 
Mstep: Class 51 contains 12534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111015320.000000 Penalty: 104871.867188
Iteration 118Q: 52 clusters Score -1.110153e+08 nChanged 1438
Entering ConstructFrom: 
Score: -111015320.000000 Penalty: 104871.867188
Entering ConstructFrom: 
Trying to split cluster 1 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -354215.093750 Penalty: 1195.263550
	Iteration 0F: 2 clusters Score -354215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -351720.375000 Penalty: 2390.527100
	Iteration 0F: 3 clusters Score -351720.4 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -352406.718750 Penalty: 2390.527100
	Iteration 1F: 3 clusters Score -352406.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -352543.968750 Penalty: 2390.527100
	Iteration 2F: 3 clusters Score -352544 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -352630.781250 Penalty: 2390.527100
	Iteration 3Q: 3 clusters Score -352630.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -352687.875000 Penalty: 2390.527100
	Iteration 4Q: 3 clusters Score -352687.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -352729.343750 Penalty: 2390.527100
	Iteration 5Q: 3 clusters Score -352729.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -352761.625000 Penalty: 2390.527100
	Iteration 6Q: 3 clusters Score -352761.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -352783.500000 Penalty: 2390.527100
	Iteration 7Q: 3 clusters Score -352783.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -352803.375000 Penalty: 2390.527100
	Iteration 8Q: 3 clusters Score -352803.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -352821.906250 Penalty: 2390.527100
	Iteration 9Q: 3 clusters Score -352821.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -352834.375000 Penalty: 2390.527100
	Iteration 10Q: 3 clusters Score -352834.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -352843.531250 Penalty: 2390.527100
	Iteration 11Q: 3 clusters Score -352843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352852.406250 Penalty: 2390.527100
	Iteration 12Q: 3 clusters Score -352852.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -352860.812500 Penalty: 2390.527100
	Iteration 13Q: 3 clusters Score -352860.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -352869.156250 Penalty: 2390.527100
	Iteration 14Q: 3 clusters Score -352869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -352876.187500 Penalty: 2390.527100
	Iteration 15Q: 3 clusters Score -352876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -352880.593750 Penalty: 2390.527100
	Iteration 16Q: 3 clusters Score -352880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -352883.468750 Penalty: 2390.527100
	Iteration 17Q: 3 clusters Score -352883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -352885.750000 Penalty: 2390.527100
	Iteration 18Q: 3 clusters Score -352885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -352888.156250 Penalty: 2390.527100
	Iteration 19Q: 3 clusters Score -352888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -352889.968750 Penalty: 2390.527100
	Iteration 20F: 3 clusters Score -352890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -352893.593750 Penalty: 2390.527100
	Iteration 21Q: 3 clusters Score -352893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352896.625000 Penalty: 2390.527100
	Iteration 22Q: 3 clusters Score -352896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -352900.218750 Penalty: 2390.527100
	Iteration 23Q: 3 clusters Score -352900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -352903.843750 Penalty: 2390.527100
	Iteration 24Q: 3 clusters Score -352903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352907.656250 Penalty: 2390.527100
	Iteration 25Q: 3 clusters Score -352907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352911.562500 Penalty: 2390.527100
	Iteration 26Q: 3 clusters Score -352911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -352913.656250 Penalty: 2390.527100
	Iteration 27Q: 3 clusters Score -352913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -352917.218750 Penalty: 2390.527100
	Iteration 28Q: 3 clusters Score -352917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -352918.875000 Penalty: 2390.527100
	Iteration 29Q: 3 clusters Score -352918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352920.156250 Penalty: 2390.527100
	Iteration 30Q: 3 clusters Score -352920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352922.250000 Penalty: 2390.527100
	Iteration 31Q: 3 clusters Score -352922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -352927.718750 Penalty: 2390.527100
	Iteration 32Q: 3 clusters Score -352927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -352935.125000 Penalty: 2390.527100
	Iteration 33Q: 3 clusters Score -352935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -352938.718750 Penalty: 2390.527100
	Iteration 34Q: 3 clusters Score -352938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -352938.750000 Penalty: 2390.527100
	Iteration 35Q: 3 clusters Score -352938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -352938.875000 Penalty: 2390.527100
	Iteration 36Q: 3 clusters Score -352938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -352939.093750 Penalty: 2390.527100
	Iteration 37Q: 3 clusters Score -352939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -352939.093750 Penalty: 2390.527100
	Iteration 38F: 3 clusters Score -352939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -1310469.125000 Penalty: 1386.682861
	Iteration 0F: 2 clusters Score -1310469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1303051.750000 Penalty: 2773.365723
	Iteration 0F: 3 clusters Score -1303052 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1305534.375000 Penalty: 2773.365723
	Iteration 1F: 3 clusters Score -1305534 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1305816.875000 Penalty: 2773.365723
	Iteration 2F: 3 clusters Score -1305817 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1306016.125000 Penalty: 2773.365723
	Iteration 3Q: 3 clusters Score -1306016 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1306181.750000 Penalty: 2773.365723
	Iteration 4Q: 3 clusters Score -1306182 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1306353.875000 Penalty: 2773.365723
	Iteration 5Q: 3 clusters Score -1306354 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1306558.125000 Penalty: 2773.365723
	Iteration 6Q: 3 clusters Score -1306558 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1306796.625000 Penalty: 2773.365723
	Iteration 7Q: 3 clusters Score -1306797 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1307060.375000 Penalty: 2773.365723
	Iteration 8Q: 3 clusters Score -1307060 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1307324.375000 Penalty: 2773.365723
	Iteration 9Q: 3 clusters Score -1307324 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1307633.625000 Penalty: 2773.365723
	Iteration 10Q: 3 clusters Score -1307634 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1307988.250000 Penalty: 2773.365723
	Iteration 11Q: 3 clusters Score -1307988 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1308416.625000 Penalty: 2773.365723
	Iteration 12Q: 3 clusters Score -1308417 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1309092.750000 Penalty: 2773.365723
	Iteration 13Q: 3 clusters Score -1309093 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1309930.375000 Penalty: 2773.365723
	Iteration 14Q: 3 clusters Score -1309930 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1310281.000000 Penalty: 2773.365723
	Iteration 15Q: 3 clusters Score -1310281 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1310584.500000 Penalty: 2773.365723
	Iteration 16Q: 3 clusters Score -1310584 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1310907.125000 Penalty: 2773.365723
	Iteration 17Q: 3 clusters Score -1310907 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1311302.625000 Penalty: 2773.365723
	Iteration 18Q: 3 clusters Score -1311303 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1311797.375000 Penalty: 2773.365723
	Iteration 19Q: 3 clusters Score -1311797 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1312405.375000 Penalty: 2773.365723
	Iteration 20F: 3 clusters Score -1312405 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1313237.250000 Penalty: 2773.365723
	Iteration 21Q: 3 clusters Score -1313237 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1314468.000000 Penalty: 2773.365723
	Iteration 22Q: 3 clusters Score -1314468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1316024.750000 Penalty: 2773.365723
	Iteration 23Q: 3 clusters Score -1316025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1316497.750000 Penalty: 2773.365723
	Iteration 24Q: 3 clusters Score -1316498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1316504.375000 Penalty: 2773.365723
	Iteration 25Q: 3 clusters Score -1316504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1316506.375000 Penalty: 2773.365723
	Iteration 26Q: 3 clusters Score -1316506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1316507.000000 Penalty: 2773.365723
	Iteration 27F: 3 clusters Score -1316507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1316507.000000 Penalty: 2773.365723
	Iteration 28Q: 3 clusters Score -1316507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1316507.000000 Penalty: 2773.365723
	Iteration 29F: 3 clusters Score -1316507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 13937 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 19438 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 122813 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Mstep: Class 52 contains 5612 members 
Entering Unmasked Estep 
Score: -111021192.000000 Penalty: 106928.179688
Splitting cluster 2 changes total score from -111015320.000000 to -111021192.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 3 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -179948.984375 Penalty: 1099.475220
	Iteration 0F: 2 clusters Score -179949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -178309.109375 Penalty: 2198.950439
	Iteration 0F: 3 clusters Score -178309.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -178713.828125 Penalty: 2198.950439
	Iteration 1F: 3 clusters Score -178713.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178796.296875 Penalty: 2198.950439
	Iteration 2F: 3 clusters Score -178796.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178846.765625 Penalty: 2198.950439
	Iteration 3Q: 3 clusters Score -178846.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178874.437500 Penalty: 2198.950439
	Iteration 4Q: 3 clusters Score -178874.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178897.468750 Penalty: 2198.950439
	Iteration 5Q: 3 clusters Score -178897.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -178912.953125 Penalty: 2198.950439
	Iteration 6Q: 3 clusters Score -178913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -178926.593750 Penalty: 2198.950439
	Iteration 7Q: 3 clusters Score -178926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -178931.734375 Penalty: 2198.950439
	Iteration 8Q: 3 clusters Score -178931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -178935.750000 Penalty: 2198.950439
	Iteration 9Q: 3 clusters Score -178935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178943.656250 Penalty: 2198.950439
	Iteration 10Q: 3 clusters Score -178943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178949.531250 Penalty: 2198.950439
	Iteration 11Q: 3 clusters Score -178949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -178952.421875 Penalty: 2198.950439
	Iteration 12Q: 3 clusters Score -178952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -178954.484375 Penalty: 2198.950439
	Iteration 13Q: 3 clusters Score -178954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178956.343750 Penalty: 2198.950439
	Iteration 14Q: 3 clusters Score -178956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178958.968750 Penalty: 2198.950439
	Iteration 15Q: 3 clusters Score -178959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -178961.843750 Penalty: 2198.950439
	Iteration 16Q: 3 clusters Score -178961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -178963.906250 Penalty: 2198.950439
	Iteration 17Q: 3 clusters Score -178963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -178965.234375 Penalty: 2198.950439
	Iteration 18Q: 3 clusters Score -178965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -178966.875000 Penalty: 2198.950439
	Iteration 19Q: 3 clusters Score -178966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -178969.187500 Penalty: 2198.950439
	Iteration 20F: 3 clusters Score -178969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178974.296875 Penalty: 2198.950439
	Iteration 21Q: 3 clusters Score -178974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -178976.984375 Penalty: 2198.950439
	Iteration 22Q: 3 clusters Score -178977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -178980.781250 Penalty: 2198.950439
	Iteration 23Q: 3 clusters Score -178980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -178982.796875 Penalty: 2198.950439
	Iteration 24Q: 3 clusters Score -178982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178985.296875 Penalty: 2198.950439
	Iteration 25Q: 3 clusters Score -178985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178987.843750 Penalty: 2198.950439
	Iteration 26Q: 3 clusters Score -178987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178988.718750 Penalty: 2198.950439
	Iteration 27Q: 3 clusters Score -178988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178989.046875 Penalty: 2198.950439
	Iteration 28Q: 3 clusters Score -178989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178989.390625 Penalty: 2198.950439
	Iteration 29Q: 3 clusters Score -178989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178989.390625 Penalty: 2198.950439
	Iteration 30F: 3 clusters Score -178989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -231070.328125 Penalty: 1143.632690
	Iteration 0F: 2 clusters Score -231070.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229101.593750 Penalty: 2287.265381
	Iteration 0F: 3 clusters Score -229101.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -229609.593750 Penalty: 2287.265381
	Iteration 1F: 3 clusters Score -229609.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229785.187500 Penalty: 2287.265381
	Iteration 2F: 3 clusters Score -229785.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229888.890625 Penalty: 2287.265381
	Iteration 3F: 3 clusters Score -229888.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -229958.921875 Penalty: 2287.265381
	Iteration 4Q: 3 clusters Score -229958.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230008.750000 Penalty: 2287.265381
	Iteration 5Q: 3 clusters Score -230008.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -230049.859375 Penalty: 2287.265381
	Iteration 6Q: 3 clusters Score -230049.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -230066.781250 Penalty: 2287.265381
	Iteration 7Q: 3 clusters Score -230066.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -230080.875000 Penalty: 2287.265381
	Iteration 8Q: 3 clusters Score -230080.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -230098.484375 Penalty: 2287.265381
	Iteration 9Q: 3 clusters Score -230098.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -230111.953125 Penalty: 2287.265381
	Iteration 10Q: 3 clusters Score -230112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -230125.843750 Penalty: 2287.265381
	Iteration 11Q: 3 clusters Score -230125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -230137.265625 Penalty: 2287.265381
	Iteration 12Q: 3 clusters Score -230137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -230147.906250 Penalty: 2287.265381
	Iteration 13Q: 3 clusters Score -230147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230166.109375 Penalty: 2287.265381
	Iteration 14Q: 3 clusters Score -230166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -230187.359375 Penalty: 2287.265381
	Iteration 15Q: 3 clusters Score -230187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -230205.031250 Penalty: 2287.265381
	Iteration 16Q: 3 clusters Score -230205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -230217.687500 Penalty: 2287.265381
	Iteration 17Q: 3 clusters Score -230217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -230226.031250 Penalty: 2287.265381
	Iteration 18Q: 3 clusters Score -230226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -230234.421875 Penalty: 2287.265381
	Iteration 19Q: 3 clusters Score -230234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -230237.812500 Penalty: 2287.265381
	Iteration 20F: 3 clusters Score -230237.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -230243.656250 Penalty: 2287.265381
	Iteration 21Q: 3 clusters Score -230243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -230248.828125 Penalty: 2287.265381
	Iteration 22Q: 3 clusters Score -230248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -230250.890625 Penalty: 2287.265381
	Iteration 23Q: 3 clusters Score -230250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -230252.171875 Penalty: 2287.265381
	Iteration 24Q: 3 clusters Score -230252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -230256.375000 Penalty: 2287.265381
	Iteration 25Q: 3 clusters Score -230256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -230259.328125 Penalty: 2287.265381
	Iteration 26Q: 3 clusters Score -230259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -230260.953125 Penalty: 2287.265381
	Iteration 27Q: 3 clusters Score -230261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -230261.640625 Penalty: 2287.265381
	Iteration 28Q: 3 clusters Score -230261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -230262.218750 Penalty: 2287.265381
	Iteration 29Q: 3 clusters Score -230262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -230263.203125 Penalty: 2287.265381
	Iteration 30Q: 3 clusters Score -230263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -230263.203125 Penalty: 2287.265381
	Iteration 31F: 3 clusters Score -230263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Entering Unmasked Estep 
Score: -698343.500000 Penalty: 1312.717651
	Iteration 0F: 2 clusters Score -698343.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -693617.187500 Penalty: 2625.435303
	Iteration 0F: 3 clusters Score -693617.2 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -695083.250000 Penalty: 2625.435303
	Iteration 1F: 3 clusters Score -695083.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -695420.125000 Penalty: 2625.435303
	Iteration 2F: 3 clusters Score -695420.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -695661.187500 Penalty: 2625.435303
	Iteration 3F: 3 clusters Score -695661.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -695851.437500 Penalty: 2625.435303
	Iteration 4Q: 3 clusters Score -695851.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -696062.000000 Penalty: 2625.435303
	Iteration 5Q: 3 clusters Score -696062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -696282.375000 Penalty: 2625.435303
	Iteration 6Q: 3 clusters Score -696282.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -696501.125000 Penalty: 2625.435303
	Iteration 7Q: 3 clusters Score -696501.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -696695.812500 Penalty: 2625.435303
	Iteration 8Q: 3 clusters Score -696695.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -696885.000000 Penalty: 2625.435303
	Iteration 9Q: 3 clusters Score -696885 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -697103.062500 Penalty: 2625.435303
	Iteration 10Q: 3 clusters Score -697103.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -697298.562500 Penalty: 2625.435303
	Iteration 11Q: 3 clusters Score -697298.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -697443.937500 Penalty: 2625.435303
	Iteration 12Q: 3 clusters Score -697443.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -697539.625000 Penalty: 2625.435303
	Iteration 13Q: 3 clusters Score -697539.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -697621.937500 Penalty: 2625.435303
	Iteration 14Q: 3 clusters Score -697621.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -697670.562500 Penalty: 2625.435303
	Iteration 15Q: 3 clusters Score -697670.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -697710.437500 Penalty: 2625.435303
	Iteration 16Q: 3 clusters Score -697710.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -697730.812500 Penalty: 2625.435303
	Iteration 17Q: 3 clusters Score -697730.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -697759.500000 Penalty: 2625.435303
	Iteration 18Q: 3 clusters Score -697759.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -697779.875000 Penalty: 2625.435303
	Iteration 19Q: 3 clusters Score -697779.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -697795.562500 Penalty: 2625.435303
	Iteration 20F: 3 clusters Score -697795.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -697811.937500 Penalty: 2625.435303
	Iteration 21Q: 3 clusters Score -697811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -697830.312500 Penalty: 2625.435303
	Iteration 22Q: 3 clusters Score -697830.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -697847.312500 Penalty: 2625.435303
	Iteration 23Q: 3 clusters Score -697847.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -697860.500000 Penalty: 2625.435303
	Iteration 24Q: 3 clusters Score -697860.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -697878.687500 Penalty: 2625.435303
	Iteration 25Q: 3 clusters Score -697878.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -697897.312500 Penalty: 2625.435303
	Iteration 26Q: 3 clusters Score -697897.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -697915.312500 Penalty: 2625.435303
	Iteration 27Q: 3 clusters Score -697915.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -697928.437500 Penalty: 2625.435303
	Iteration 28Q: 3 clusters Score -697928.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -697940.000000 Penalty: 2625.435303
	Iteration 29Q: 3 clusters Score -697940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -697948.375000 Penalty: 2625.435303
	Iteration 30Q: 3 clusters Score -697948.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -697963.812500 Penalty: 2625.435303
	Iteration 31Q: 3 clusters Score -697963.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -697972.687500 Penalty: 2625.435303
	Iteration 32Q: 3 clusters Score -697972.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -697982.500000 Penalty: 2625.435303
	Iteration 33Q: 3 clusters Score -697982.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -697989.687500 Penalty: 2625.435303
	Iteration 34Q: 3 clusters Score -697989.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -697994.875000 Penalty: 2625.435303
	Iteration 35Q: 3 clusters Score -697994.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -697997.812500 Penalty: 2625.435303
	Iteration 36Q: 3 clusters Score -697997.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -698004.375000 Penalty: 2625.435303
	Iteration 37Q: 3 clusters Score -698004.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -698011.562500 Penalty: 2625.435303
	Iteration 38Q: 3 clusters Score -698011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -698016.500000 Penalty: 2625.435303
	Iteration 39Q: 3 clusters Score -698016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -698020.625000 Penalty: 2625.435303
	Iteration 40F: 3 clusters Score -698020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -698021.312500 Penalty: 2625.435303
	Iteration 41Q: 3 clusters Score -698021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -698023.687500 Penalty: 2625.435303
	Iteration 42Q: 3 clusters Score -698023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -698024.187500 Penalty: 2625.435303
	Iteration 43Q: 3 clusters Score -698024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -698025.562500 Penalty: 2625.435303
	Iteration 44Q: 3 clusters Score -698025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -698026.312500 Penalty: 2625.435303
	Iteration 45Q: 3 clusters Score -698026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -698028.437500 Penalty: 2625.435303
	Iteration 46Q: 3 clusters Score -698028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -698029.812500 Penalty: 2625.435303
	Iteration 47Q: 3 clusters Score -698029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -698030.812500 Penalty: 2625.435303
	Iteration 48Q: 3 clusters Score -698030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -698031.062500 Penalty: 2625.435303
	Iteration 49Q: 3 clusters Score -698031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -698032.500000 Penalty: 2625.435303
	Iteration 50Q: 3 clusters Score -698032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -698032.250000 Penalty: 2625.435303
	Iteration 51Q: 3 clusters Score -698032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -698033.625000 Penalty: 2625.435303
	Iteration 52Q: 3 clusters Score -698033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -698035.187500 Penalty: 2625.435303
	Iteration 53Q: 3 clusters Score -698035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -698034.500000 Penalty: 2625.435303
	Iteration 54Q: 3 clusters Score -698034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -698034.000000 Penalty: 2625.435303
	Iteration 55Q: 3 clusters Score -698034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -698035.312500 Penalty: 2625.435303
	Iteration 56Q: 3 clusters Score -698035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -698034.937500 Penalty: 2625.435303
	Iteration 57Q: 3 clusters Score -698034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -698035.312500 Penalty: 2625.435303
	Iteration 58Q: 3 clusters Score -698035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -698035.312500 Penalty: 2625.435303
	Iteration 59F: 3 clusters Score -698035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -410005.562500 Penalty: 1223.915039
	Iteration 0F: 2 clusters Score -410005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -407079.562500 Penalty: 2447.830078
	Iteration 0F: 3 clusters Score -407079.6 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -407861.531250 Penalty: 2447.830078
	Iteration 1F: 3 clusters Score -407861.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -408045.156250 Penalty: 2447.830078
	Iteration 2F: 3 clusters Score -408045.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -408170.093750 Penalty: 2447.830078
	Iteration 3F: 3 clusters Score -408170.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -408248.437500 Penalty: 2447.830078
	Iteration 4Q: 3 clusters Score -408248.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -408303.031250 Penalty: 2447.830078
	Iteration 5Q: 3 clusters Score -408303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -408342.562500 Penalty: 2447.830078
	Iteration 6Q: 3 clusters Score -408342.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -408370.468750 Penalty: 2447.830078
	Iteration 7Q: 3 clusters Score -408370.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -408393.656250 Penalty: 2447.830078
	Iteration 8Q: 3 clusters Score -408393.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -408413.875000 Penalty: 2447.830078
	Iteration 9Q: 3 clusters Score -408413.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -408429.562500 Penalty: 2447.830078
	Iteration 10Q: 3 clusters Score -408429.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -408448.625000 Penalty: 2447.830078
	Iteration 11Q: 3 clusters Score -408448.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -408466.656250 Penalty: 2447.830078
	Iteration 12Q: 3 clusters Score -408466.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -408482.781250 Penalty: 2447.830078
	Iteration 13Q: 3 clusters Score -408482.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -408505.156250 Penalty: 2447.830078
	Iteration 14Q: 3 clusters Score -408505.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -408529.218750 Penalty: 2447.830078
	Iteration 15Q: 3 clusters Score -408529.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -408547.468750 Penalty: 2447.830078
	Iteration 16Q: 3 clusters Score -408547.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -408565.937500 Penalty: 2447.830078
	Iteration 17Q: 3 clusters Score -408565.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -408578.875000 Penalty: 2447.830078
	Iteration 18Q: 3 clusters Score -408578.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -408592.781250 Penalty: 2447.830078
	Iteration 19Q: 3 clusters Score -408592.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -408606.093750 Penalty: 2447.830078
	Iteration 20F: 3 clusters Score -408606.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -408620.375000 Penalty: 2447.830078
	Iteration 21Q: 3 clusters Score -408620.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -408632.625000 Penalty: 2447.830078
	Iteration 22Q: 3 clusters Score -408632.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -408644.625000 Penalty: 2447.830078
	Iteration 23Q: 3 clusters Score -408644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -408653.687500 Penalty: 2447.830078
	Iteration 24Q: 3 clusters Score -408653.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -408659.125000 Penalty: 2447.830078
	Iteration 25Q: 3 clusters Score -408659.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -408661.750000 Penalty: 2447.830078
	Iteration 26Q: 3 clusters Score -408661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -408667.656250 Penalty: 2447.830078
	Iteration 27Q: 3 clusters Score -408667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -408671.781250 Penalty: 2447.830078
	Iteration 28Q: 3 clusters Score -408671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -408679.406250 Penalty: 2447.830078
	Iteration 29Q: 3 clusters Score -408679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -408688.500000 Penalty: 2447.830078
	Iteration 30Q: 3 clusters Score -408688.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -408700.500000 Penalty: 2447.830078
	Iteration 31Q: 3 clusters Score -408700.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -408715.625000 Penalty: 2447.830078
	Iteration 32Q: 3 clusters Score -408715.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -408729.718750 Penalty: 2447.830078
	Iteration 33Q: 3 clusters Score -408729.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -408745.375000 Penalty: 2447.830078
	Iteration 34Q: 3 clusters Score -408745.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -408759.437500 Penalty: 2447.830078
	Iteration 35Q: 3 clusters Score -408759.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -408772.812500 Penalty: 2447.830078
	Iteration 36Q: 3 clusters Score -408772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -408785.937500 Penalty: 2447.830078
	Iteration 37Q: 3 clusters Score -408785.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -408799.343750 Penalty: 2447.830078
	Iteration 38Q: 3 clusters Score -408799.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -408814.406250 Penalty: 2447.830078
	Iteration 39Q: 3 clusters Score -408814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -408824.406250 Penalty: 2447.830078
	Iteration 40F: 3 clusters Score -408824.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -408833.281250 Penalty: 2447.830078
	Iteration 41Q: 3 clusters Score -408833.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -408844.218750 Penalty: 2447.830078
	Iteration 42Q: 3 clusters Score -408844.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -408854.875000 Penalty: 2447.830078
	Iteration 43Q: 3 clusters Score -408854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -408862.812500 Penalty: 2447.830078
	Iteration 44Q: 3 clusters Score -408862.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -408869.937500 Penalty: 2447.830078
	Iteration 45Q: 3 clusters Score -408869.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -408875.625000 Penalty: 2447.830078
	Iteration 46Q: 3 clusters Score -408875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -408881.781250 Penalty: 2447.830078
	Iteration 47Q: 3 clusters Score -408881.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -408893.156250 Penalty: 2447.830078
	Iteration 48Q: 3 clusters Score -408893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -408904.218750 Penalty: 2447.830078
	Iteration 49Q: 3 clusters Score -408904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -408910.281250 Penalty: 2447.830078
	Iteration 50Q: 3 clusters Score -408910.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -408917.843750 Penalty: 2447.830078
	Iteration 51Q: 3 clusters Score -408917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -408925.562500 Penalty: 2447.830078
	Iteration 52Q: 3 clusters Score -408925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -408933.281250 Penalty: 2447.830078
	Iteration 53Q: 3 clusters Score -408933.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -408940.312500 Penalty: 2447.830078
	Iteration 54Q: 3 clusters Score -408940.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -408950.718750 Penalty: 2447.830078
	Iteration 55Q: 3 clusters Score -408950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -408961.437500 Penalty: 2447.830078
	Iteration 56Q: 3 clusters Score -408961.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -408971.031250 Penalty: 2447.830078
	Iteration 57Q: 3 clusters Score -408971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -408978.718750 Penalty: 2447.830078
	Iteration 58Q: 3 clusters Score -408978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -408987.781250 Penalty: 2447.830078
	Iteration 59Q: 3 clusters Score -408987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -408995.062500 Penalty: 2447.830078
	Iteration 60F: 3 clusters Score -408995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -409001.437500 Penalty: 2447.830078
	Iteration 61Q: 3 clusters Score -409001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -409004.468750 Penalty: 2447.830078
	Iteration 62Q: 3 clusters Score -409004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -409009.718750 Penalty: 2447.830078
	Iteration 63Q: 3 clusters Score -409009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -409012.937500 Penalty: 2447.830078
	Iteration 64Q: 3 clusters Score -409012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -409017.218750 Penalty: 2447.830078
	Iteration 65Q: 3 clusters Score -409017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -409024.781250 Penalty: 2447.830078
	Iteration 66Q: 3 clusters Score -409024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -409027.968750 Penalty: 2447.830078
	Iteration 67Q: 3 clusters Score -409028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -409031.968750 Penalty: 2447.830078
	Iteration 68Q: 3 clusters Score -409032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -409034.812500 Penalty: 2447.830078
	Iteration 69Q: 3 clusters Score -409034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -409035.500000 Penalty: 2447.830078
	Iteration 70Q: 3 clusters Score -409035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -409037.000000 Penalty: 2447.830078
	Iteration 71Q: 3 clusters Score -409037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -409037.656250 Penalty: 2447.830078
	Iteration 72Q: 3 clusters Score -409037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -409037.406250 Penalty: 2447.830078
	Iteration 73Q: 3 clusters Score -409037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -409038.000000 Penalty: 2447.830078
	Iteration 74Q: 3 clusters Score -409038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -409038.187500 Penalty: 2447.830078
	Iteration 75Q: 3 clusters Score -409038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -409039.093750 Penalty: 2447.830078
	Iteration 76Q: 3 clusters Score -409039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -409039.093750 Penalty: 2447.830078
	Iteration 77F: 3 clusters Score -409039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -47037.277344 Penalty: 960.533569
	Iteration 0F: 2 clusters Score -47037.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46084.953125 Penalty: 1921.067139
	Iteration 0F: 3 clusters Score -46084.95 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46497.957031 Penalty: 1921.067139
	Iteration 1F: 3 clusters Score -46497.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -46726.953125 Penalty: 1921.067139
	Iteration 2F: 3 clusters Score -46726.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46872.472656 Penalty: 1921.067139
	Iteration 3F: 3 clusters Score -46872.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47018.500000 Penalty: 1921.067139
	Iteration 4F: 3 clusters Score -47018.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47103.480469 Penalty: 1921.067139
	Iteration 5Q: 3 clusters Score -47103.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47180.718750 Penalty: 1921.067139
	Iteration 6Q: 3 clusters Score -47180.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47255.316406 Penalty: 1921.067139
	Iteration 7Q: 3 clusters Score -47255.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47295.078125 Penalty: 1921.067139
	Iteration 8Q: 3 clusters Score -47295.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47311.207031 Penalty: 1921.067139
	Iteration 9Q: 3 clusters Score -47311.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47315.097656 Penalty: 1921.067139
	Iteration 10Q: 3 clusters Score -47315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47316.425781 Penalty: 1921.067139
	Iteration 11Q: 3 clusters Score -47316.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47318.316406 Penalty: 1921.067139
	Iteration 12Q: 3 clusters Score -47318.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47319.453125 Penalty: 1921.067139
	Iteration 13Q: 3 clusters Score -47319.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47319.453125 Penalty: 1921.067139
	Iteration 14F: 3 clusters Score -47319.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 13937 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 19438 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 122813 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Mstep: Class 52 contains 5612 members 
Mstep: Class 53 contains 345 members 
Entering Unmasked Estep 
Score: -111020456.000000 Penalty: 108984.492188
Splitting cluster 7 changes total score from -111015320.000000 to -111020456.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 8 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -478651.375000 Penalty: 1249.280640
	Iteration 0F: 2 clusters Score -478651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -475338.687500 Penalty: 2498.561279
	Iteration 0F: 3 clusters Score -475338.7 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -476258.687500 Penalty: 2498.561279
	Iteration 1F: 3 clusters Score -476258.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -476439.156250 Penalty: 2498.561279
	Iteration 2F: 3 clusters Score -476439.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -476558.718750 Penalty: 2498.561279
	Iteration 3Q: 3 clusters Score -476558.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -476635.250000 Penalty: 2498.561279
	Iteration 4Q: 3 clusters Score -476635.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -476684.875000 Penalty: 2498.561279
	Iteration 5Q: 3 clusters Score -476684.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -476720.281250 Penalty: 2498.561279
	Iteration 6Q: 3 clusters Score -476720.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -476750.500000 Penalty: 2498.561279
	Iteration 7Q: 3 clusters Score -476750.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -476778.562500 Penalty: 2498.561279
	Iteration 8Q: 3 clusters Score -476778.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476806.500000 Penalty: 2498.561279
	Iteration 9Q: 3 clusters Score -476806.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476828.593750 Penalty: 2498.561279
	Iteration 10Q: 3 clusters Score -476828.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -476845.812500 Penalty: 2498.561279
	Iteration 11Q: 3 clusters Score -476845.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476857.562500 Penalty: 2498.561279
	Iteration 12Q: 3 clusters Score -476857.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -476870.000000 Penalty: 2498.561279
	Iteration 13Q: 3 clusters Score -476870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -476877.093750 Penalty: 2498.561279
	Iteration 14Q: 3 clusters Score -476877.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476887.781250 Penalty: 2498.561279
	Iteration 15Q: 3 clusters Score -476887.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -476900.500000 Penalty: 2498.561279
	Iteration 16Q: 3 clusters Score -476900.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -476914.468750 Penalty: 2498.561279
	Iteration 17Q: 3 clusters Score -476914.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -476928.750000 Penalty: 2498.561279
	Iteration 18Q: 3 clusters Score -476928.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -476941.812500 Penalty: 2498.561279
	Iteration 19Q: 3 clusters Score -476941.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -476952.250000 Penalty: 2498.561279
	Iteration 20F: 3 clusters Score -476952.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -476965.406250 Penalty: 2498.561279
	Iteration 21Q: 3 clusters Score -476965.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -476984.750000 Penalty: 2498.561279
	Iteration 22Q: 3 clusters Score -476984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -476999.000000 Penalty: 2498.561279
	Iteration 23Q: 3 clusters Score -476999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -477018.875000 Penalty: 2498.561279
	Iteration 24Q: 3 clusters Score -477018.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -477045.093750 Penalty: 2498.561279
	Iteration 25Q: 3 clusters Score -477045.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -477080.812500 Penalty: 2498.561279
	Iteration 26Q: 3 clusters Score -477080.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -477125.687500 Penalty: 2498.561279
	Iteration 27Q: 3 clusters Score -477125.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -477166.906250 Penalty: 2498.561279
	Iteration 28Q: 3 clusters Score -477166.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -477199.750000 Penalty: 2498.561279
	Iteration 29Q: 3 clusters Score -477199.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -477253.625000 Penalty: 2498.561279
	Iteration 30Q: 3 clusters Score -477253.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -477329.656250 Penalty: 2498.561279
	Iteration 31Q: 3 clusters Score -477329.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -477387.625000 Penalty: 2498.561279
	Iteration 32Q: 3 clusters Score -477387.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -477439.843750 Penalty: 2498.561279
	Iteration 33Q: 3 clusters Score -477439.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -477516.562500 Penalty: 2498.561279
	Iteration 34Q: 3 clusters Score -477516.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -477594.156250 Penalty: 2498.561279
	Iteration 35Q: 3 clusters Score -477594.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -477664.812500 Penalty: 2498.561279
	Iteration 36Q: 3 clusters Score -477664.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -477709.437500 Penalty: 2498.561279
	Iteration 37Q: 3 clusters Score -477709.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -477740.531250 Penalty: 2498.561279
	Iteration 38Q: 3 clusters Score -477740.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -477781.093750 Penalty: 2498.561279
	Iteration 39Q: 3 clusters Score -477781.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -477806.968750 Penalty: 2498.561279
	Iteration 40F: 3 clusters Score -477807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -477827.843750 Penalty: 2498.561279
	Iteration 41Q: 3 clusters Score -477827.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -477841.218750 Penalty: 2498.561279
	Iteration 42Q: 3 clusters Score -477841.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -477856.156250 Penalty: 2498.561279
	Iteration 43Q: 3 clusters Score -477856.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -477864.906250 Penalty: 2498.561279
	Iteration 44Q: 3 clusters Score -477864.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -477872.375000 Penalty: 2498.561279
	Iteration 45Q: 3 clusters Score -477872.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -477878.562500 Penalty: 2498.561279
	Iteration 46Q: 3 clusters Score -477878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -477883.687500 Penalty: 2498.561279
	Iteration 47Q: 3 clusters Score -477883.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -477887.000000 Penalty: 2498.561279
	Iteration 48Q: 3 clusters Score -477887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -477888.968750 Penalty: 2498.561279
	Iteration 49Q: 3 clusters Score -477889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -477894.718750 Penalty: 2498.561279
	Iteration 50Q: 3 clusters Score -477894.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -477900.593750 Penalty: 2498.561279
	Iteration 51Q: 3 clusters Score -477900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -477906.593750 Penalty: 2498.561279
	Iteration 52Q: 3 clusters Score -477906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -477912.750000 Penalty: 2498.561279
	Iteration 53Q: 3 clusters Score -477912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -477918.937500 Penalty: 2498.561279
	Iteration 54Q: 3 clusters Score -477918.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -477923.687500 Penalty: 2498.561279
	Iteration 55Q: 3 clusters Score -477923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -477929.031250 Penalty: 2498.561279
	Iteration 56Q: 3 clusters Score -477929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -477934.531250 Penalty: 2498.561279
	Iteration 57Q: 3 clusters Score -477934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -477941.343750 Penalty: 2498.561279
	Iteration 58Q: 3 clusters Score -477941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -477946.687500 Penalty: 2498.561279
	Iteration 59Q: 3 clusters Score -477946.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -477948.937500 Penalty: 2498.561279
	Iteration 60F: 3 clusters Score -477948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -477952.531250 Penalty: 2498.561279
	Iteration 61Q: 3 clusters Score -477952.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -477957.062500 Penalty: 2498.561279
	Iteration 62Q: 3 clusters Score -477957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -477958.406250 Penalty: 2498.561279
	Iteration 63Q: 3 clusters Score -477958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -477958.031250 Penalty: 2498.561279
	Iteration 64Q: 3 clusters Score -477958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -477959.875000 Penalty: 2498.561279
	Iteration 65Q: 3 clusters Score -477959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -477960.562500 Penalty: 2498.561279
	Iteration 66Q: 3 clusters Score -477960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -477960.562500 Penalty: 2498.561279
	Iteration 67F: 3 clusters Score -477960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Entering Unmasked Estep 
Score: -546883.937500 Penalty: 1264.017822
	Iteration 0F: 2 clusters Score -546883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -543337.125000 Penalty: 2528.035645
	Iteration 0F: 3 clusters Score -543337.1 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -544359.812500 Penalty: 2528.035645
	Iteration 1F: 3 clusters Score -544359.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -544551.062500 Penalty: 2528.035645
	Iteration 2F: 3 clusters Score -544551.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -544649.812500 Penalty: 2528.035645
	Iteration 3Q: 3 clusters Score -544649.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -544717.812500 Penalty: 2528.035645
	Iteration 4Q: 3 clusters Score -544717.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -544766.125000 Penalty: 2528.035645
	Iteration 5Q: 3 clusters Score -544766.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -544809.750000 Penalty: 2528.035645
	Iteration 6Q: 3 clusters Score -544809.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -544840.125000 Penalty: 2528.035645
	Iteration 7Q: 3 clusters Score -544840.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -544861.500000 Penalty: 2528.035645
	Iteration 8Q: 3 clusters Score -544861.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -544881.187500 Penalty: 2528.035645
	Iteration 9Q: 3 clusters Score -544881.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -544899.250000 Penalty: 2528.035645
	Iteration 10Q: 3 clusters Score -544899.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -544917.625000 Penalty: 2528.035645
	Iteration 11Q: 3 clusters Score -544917.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -544936.250000 Penalty: 2528.035645
	Iteration 12Q: 3 clusters Score -544936.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -544948.250000 Penalty: 2528.035645
	Iteration 13Q: 3 clusters Score -544948.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -544957.312500 Penalty: 2528.035645
	Iteration 14Q: 3 clusters Score -544957.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -544969.812500 Penalty: 2528.035645
	Iteration 15Q: 3 clusters Score -544969.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -544984.125000 Penalty: 2528.035645
	Iteration 16Q: 3 clusters Score -544984.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -544995.062500 Penalty: 2528.035645
	Iteration 17Q: 3 clusters Score -544995.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -545007.375000 Penalty: 2528.035645
	Iteration 18Q: 3 clusters Score -545007.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -545019.250000 Penalty: 2528.035645
	Iteration 19Q: 3 clusters Score -545019.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -545029.312500 Penalty: 2528.035645
	Iteration 20F: 3 clusters Score -545029.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -545038.187500 Penalty: 2528.035645
	Iteration 21Q: 3 clusters Score -545038.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -545045.437500 Penalty: 2528.035645
	Iteration 22Q: 3 clusters Score -545045.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -545055.812500 Penalty: 2528.035645
	Iteration 23Q: 3 clusters Score -545055.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -545058.812500 Penalty: 2528.035645
	Iteration 24Q: 3 clusters Score -545058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -545066.375000 Penalty: 2528.035645
	Iteration 25Q: 3 clusters Score -545066.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -545077.000000 Penalty: 2528.035645
	Iteration 26Q: 3 clusters Score -545077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -545087.187500 Penalty: 2528.035645
	Iteration 27Q: 3 clusters Score -545087.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -545099.875000 Penalty: 2528.035645
	Iteration 28Q: 3 clusters Score -545099.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -545115.437500 Penalty: 2528.035645
	Iteration 29Q: 3 clusters Score -545115.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -545139.437500 Penalty: 2528.035645
	Iteration 30Q: 3 clusters Score -545139.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -545167.437500 Penalty: 2528.035645
	Iteration 31Q: 3 clusters Score -545167.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -545196.562500 Penalty: 2528.035645
	Iteration 32Q: 3 clusters Score -545196.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -545233.437500 Penalty: 2528.035645
	Iteration 33Q: 3 clusters Score -545233.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -545271.062500 Penalty: 2528.035645
	Iteration 34Q: 3 clusters Score -545271.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -545307.500000 Penalty: 2528.035645
	Iteration 35Q: 3 clusters Score -545307.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -545339.500000 Penalty: 2528.035645
	Iteration 36Q: 3 clusters Score -545339.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -545374.125000 Penalty: 2528.035645
	Iteration 37Q: 3 clusters Score -545374.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -545402.875000 Penalty: 2528.035645
	Iteration 38Q: 3 clusters Score -545402.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -545425.812500 Penalty: 2528.035645
	Iteration 39Q: 3 clusters Score -545425.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -545454.500000 Penalty: 2528.035645
	Iteration 40F: 3 clusters Score -545454.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -545481.750000 Penalty: 2528.035645
	Iteration 41Q: 3 clusters Score -545481.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -545507.250000 Penalty: 2528.035645
	Iteration 42Q: 3 clusters Score -545507.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -545532.625000 Penalty: 2528.035645
	Iteration 43Q: 3 clusters Score -545532.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -545554.375000 Penalty: 2528.035645
	Iteration 44Q: 3 clusters Score -545554.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -545576.625000 Penalty: 2528.035645
	Iteration 45Q: 3 clusters Score -545576.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -545601.812500 Penalty: 2528.035645
	Iteration 46Q: 3 clusters Score -545601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -545625.125000 Penalty: 2528.035645
	Iteration 47Q: 3 clusters Score -545625.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -545655.250000 Penalty: 2528.035645
	Iteration 48Q: 3 clusters Score -545655.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -545679.437500 Penalty: 2528.035645
	Iteration 49Q: 3 clusters Score -545679.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -545700.500000 Penalty: 2528.035645
	Iteration 50Q: 3 clusters Score -545700.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -545722.125000 Penalty: 2528.035645
	Iteration 51Q: 3 clusters Score -545722.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -545734.750000 Penalty: 2528.035645
	Iteration 52Q: 3 clusters Score -545734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -545740.312500 Penalty: 2528.035645
	Iteration 53Q: 3 clusters Score -545740.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -545747.625000 Penalty: 2528.035645
	Iteration 54Q: 3 clusters Score -545747.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -545751.937500 Penalty: 2528.035645
	Iteration 55Q: 3 clusters Score -545751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -545753.500000 Penalty: 2528.035645
	Iteration 56Q: 3 clusters Score -545753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -545756.812500 Penalty: 2528.035645
	Iteration 57Q: 3 clusters Score -545756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -545759.750000 Penalty: 2528.035645
	Iteration 58Q: 3 clusters Score -545759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -545761.625000 Penalty: 2528.035645
	Iteration 59Q: 3 clusters Score -545761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -545763.500000 Penalty: 2528.035645
	Iteration 60F: 3 clusters Score -545763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -545763.312500 Penalty: 2528.035645
	Iteration 61Q: 3 clusters Score -545763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -545766.187500 Penalty: 2528.035645
	Iteration 62Q: 3 clusters Score -545766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -545767.750000 Penalty: 2528.035645
	Iteration 63Q: 3 clusters Score -545767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -545769.562500 Penalty: 2528.035645
	Iteration 64Q: 3 clusters Score -545769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -545769.812500 Penalty: 2528.035645
	Iteration 65Q: 3 clusters Score -545769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -545771.062500 Penalty: 2528.035645
	Iteration 66Q: 3 clusters Score -545771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -545771.812500 Penalty: 2528.035645
	Iteration 67Q: 3 clusters Score -545771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -545772.812500 Penalty: 2528.035645
	Iteration 68Q: 3 clusters Score -545772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -545772.812500 Penalty: 2528.035645
	Iteration 69F: 3 clusters Score -545772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Entering Unmasked Estep 
Score: -2894101.000000 Penalty: 1508.999512
	Iteration 0F: 2 clusters Score -2894101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2877494.250000 Penalty: 3017.999023
	Iteration 0F: 3 clusters Score -2877494 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2883729.750000 Penalty: 3017.999023
	Iteration 1F: 3 clusters Score -2883730 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2884250.500000 Penalty: 3017.999023
	Iteration 2F: 3 clusters Score -2884250 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2884781.500000 Penalty: 3017.999023
	Iteration 3Q: 3 clusters Score -2884782 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2885303.000000 Penalty: 3017.999023
	Iteration 4Q: 3 clusters Score -2885303 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2885837.750000 Penalty: 3017.999023
	Iteration 5Q: 3 clusters Score -2885838 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2886368.000000 Penalty: 3017.999023
	Iteration 6Q: 3 clusters Score -2886368 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2886874.250000 Penalty: 3017.999023
	Iteration 7Q: 3 clusters Score -2886874 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2887370.500000 Penalty: 3017.999023
	Iteration 8Q: 3 clusters Score -2887370 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2887921.500000 Penalty: 3017.999023
	Iteration 9Q: 3 clusters Score -2887922 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2888509.000000 Penalty: 3017.999023
	Iteration 10Q: 3 clusters Score -2888509 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2889096.750000 Penalty: 3017.999023
	Iteration 11Q: 3 clusters Score -2889097 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2889667.000000 Penalty: 3017.999023
	Iteration 12Q: 3 clusters Score -2889667 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2890191.000000 Penalty: 3017.999023
	Iteration 13Q: 3 clusters Score -2890191 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2890570.000000 Penalty: 3017.999023
	Iteration 14Q: 3 clusters Score -2890570 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2890854.750000 Penalty: 3017.999023
	Iteration 15Q: 3 clusters Score -2890855 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2891125.000000 Penalty: 3017.999023
	Iteration 16Q: 3 clusters Score -2891125 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2891356.500000 Penalty: 3017.999023
	Iteration 17Q: 3 clusters Score -2891356 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2891570.000000 Penalty: 3017.999023
	Iteration 18Q: 3 clusters Score -2891570 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2891820.500000 Penalty: 3017.999023
	Iteration 19Q: 3 clusters Score -2891820 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2892038.250000 Penalty: 3017.999023
	Iteration 20F: 3 clusters Score -2892038 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2892254.750000 Penalty: 3017.999023
	Iteration 21Q: 3 clusters Score -2892255 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2892453.750000 Penalty: 3017.999023
	Iteration 22Q: 3 clusters Score -2892454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2892643.000000 Penalty: 3017.999023
	Iteration 23Q: 3 clusters Score -2892643 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2892801.750000 Penalty: 3017.999023
	Iteration 24Q: 3 clusters Score -2892802 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2892930.000000 Penalty: 3017.999023
	Iteration 25Q: 3 clusters Score -2892930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2893021.500000 Penalty: 3017.999023
	Iteration 26Q: 3 clusters Score -2893022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2893088.500000 Penalty: 3017.999023
	Iteration 27Q: 3 clusters Score -2893088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2893154.000000 Penalty: 3017.999023
	Iteration 28Q: 3 clusters Score -2893154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2893196.750000 Penalty: 3017.999023
	Iteration 29Q: 3 clusters Score -2893197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2893216.750000 Penalty: 3017.999023
	Iteration 30Q: 3 clusters Score -2893217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2893232.750000 Penalty: 3017.999023
	Iteration 31Q: 3 clusters Score -2893233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2893251.750000 Penalty: 3017.999023
	Iteration 32Q: 3 clusters Score -2893252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2893276.500000 Penalty: 3017.999023
	Iteration 33Q: 3 clusters Score -2893276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2893286.500000 Penalty: 3017.999023
	Iteration 34Q: 3 clusters Score -2893286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2893301.750000 Penalty: 3017.999023
	Iteration 35Q: 3 clusters Score -2893302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2893312.500000 Penalty: 3017.999023
	Iteration 36Q: 3 clusters Score -2893312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2893323.750000 Penalty: 3017.999023
	Iteration 37Q: 3 clusters Score -2893324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2893330.750000 Penalty: 3017.999023
	Iteration 38Q: 3 clusters Score -2893331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2893336.750000 Penalty: 3017.999023
	Iteration 39Q: 3 clusters Score -2893337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2893344.250000 Penalty: 3017.999023
	Iteration 40F: 3 clusters Score -2893344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2893352.500000 Penalty: 3017.999023
	Iteration 41Q: 3 clusters Score -2893352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2893353.250000 Penalty: 3017.999023
	Iteration 42Q: 3 clusters Score -2893353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2893353.000000 Penalty: 3017.999023
	Iteration 43Q: 3 clusters Score -2893353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2893353.500000 Penalty: 3017.999023
	Iteration 44Q: 3 clusters Score -2893354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2893355.000000 Penalty: 3017.999023
	Iteration 45Q: 3 clusters Score -2893355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2893357.500000 Penalty: 3017.999023
	Iteration 46Q: 3 clusters Score -2893358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2893357.750000 Penalty: 3017.999023
	Iteration 47Q: 3 clusters Score -2893358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2893359.500000 Penalty: 3017.999023
	Iteration 48Q: 3 clusters Score -2893360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2893359.500000 Penalty: 3017.999023
	Iteration 49F: 3 clusters Score -2893360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Entering Unmasked Estep 
Score: -7430798.000000 Penalty: 1645.288452
	Iteration 0F: 2 clusters Score -7430798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -7389448.500000 Penalty: 3290.576904
	Iteration 0F: 3 clusters Score -7389448 nChanged 29478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -7405733.500000 Penalty: 3290.576904
	Iteration 1F: 3 clusters Score -7405734 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -7406303.000000 Penalty: 3290.576904
	Iteration 2Q: 3 clusters Score -7406303 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -7406899.000000 Penalty: 3290.576904
	Iteration 3Q: 3 clusters Score -7406899 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -7407613.000000 Penalty: 3290.576904
	Iteration 4Q: 3 clusters Score -7407613 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -7408333.000000 Penalty: 3290.576904
	Iteration 5Q: 3 clusters Score -7408333 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7409566.000000 Penalty: 3290.576904
	Iteration 6Q: 3 clusters Score -7409566 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -7411534.000000 Penalty: 3290.576904
	Iteration 7F: 3 clusters Score -7411534 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7414709.500000 Penalty: 3290.576904
	Iteration 8F: 3 clusters Score -7414710 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -7419333.500000 Penalty: 3290.576904
	Iteration 9F: 3 clusters Score -7419334 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -7424054.000000 Penalty: 3290.576904
	Iteration 10F: 3 clusters Score -7424054 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7427210.500000 Penalty: 3290.576904
	Iteration 11F: 3 clusters Score -7427210 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -7428582.500000 Penalty: 3290.576904
	Iteration 12Q: 3 clusters Score -7428582 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -7429045.000000 Penalty: 3290.576904
	Iteration 13Q: 3 clusters Score -7429045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -7429256.000000 Penalty: 3290.576904
	Iteration 14Q: 3 clusters Score -7429256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -7429327.000000 Penalty: 3290.576904
	Iteration 15Q: 3 clusters Score -7429327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -7429350.500000 Penalty: 3290.576904
	Iteration 16Q: 3 clusters Score -7429350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -7429391.500000 Penalty: 3290.576904
	Iteration 17Q: 3 clusters Score -7429392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -7429404.000000 Penalty: 3290.576904
	Iteration 18Q: 3 clusters Score -7429404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -7429422.500000 Penalty: 3290.576904
	Iteration 19Q: 3 clusters Score -7429422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -7429440.000000 Penalty: 3290.576904
	Iteration 20F: 3 clusters Score -7429440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7429451.000000 Penalty: 3290.576904
	Iteration 21Q: 3 clusters Score -7429451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -7429457.500000 Penalty: 3290.576904
	Iteration 22Q: 3 clusters Score -7429458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7429462.500000 Penalty: 3290.576904
	Iteration 23Q: 3 clusters Score -7429462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7429467.000000 Penalty: 3290.576904
	Iteration 24Q: 3 clusters Score -7429467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7429473.500000 Penalty: 3290.576904
	Iteration 25Q: 3 clusters Score -7429474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -7429476.500000 Penalty: 3290.576904
	Iteration 26Q: 3 clusters Score -7429476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -7429471.500000 Penalty: 3290.576904
	Iteration 27Q: 3 clusters Score -7429472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7429471.500000 Penalty: 3290.576904
	Iteration 28Q: 3 clusters Score -7429472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7429471.500000 Penalty: 3290.576904
	Iteration 29F: 3 clusters Score -7429472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Entering Unmasked Estep 
Score: -5615592.500000 Penalty: 1603.989380
	Iteration 0F: 2 clusters Score -5615592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5584240.500000 Penalty: 3207.978760
	Iteration 0F: 3 clusters Score -5584240 nChanged 22078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -5596615.000000 Penalty: 3207.978760
	Iteration 1F: 3 clusters Score -5596615 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5597161.500000 Penalty: 3207.978760
	Iteration 2Q: 3 clusters Score -5597162 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -5597749.000000 Penalty: 3207.978760
	Iteration 3Q: 3 clusters Score -5597749 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5598316.500000 Penalty: 3207.978760
	Iteration 4Q: 3 clusters Score -5598316 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5598918.500000 Penalty: 3207.978760
	Iteration 5Q: 3 clusters Score -5598918 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5599638.000000 Penalty: 3207.978760
	Iteration 6Q: 3 clusters Score -5599638 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5600498.000000 Penalty: 3207.978760
	Iteration 7Q: 3 clusters Score -5600498 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -5601508.500000 Penalty: 3207.978760
	Iteration 8Q: 3 clusters Score -5601508 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5602708.500000 Penalty: 3207.978760
	Iteration 9Q: 3 clusters Score -5602708 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -5604338.000000 Penalty: 3207.978760
	Iteration 10F: 3 clusters Score -5604338 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5606281.000000 Penalty: 3207.978760
	Iteration 11F: 3 clusters Score -5606281 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5608168.500000 Penalty: 3207.978760
	Iteration 12F: 3 clusters Score -5608168 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5609424.000000 Penalty: 3207.978760
	Iteration 13Q: 3 clusters Score -5609424 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5609909.500000 Penalty: 3207.978760
	Iteration 14Q: 3 clusters Score -5609910 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -5610175.500000 Penalty: 3207.978760
	Iteration 15Q: 3 clusters Score -5610176 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5610353.500000 Penalty: 3207.978760
	Iteration 16Q: 3 clusters Score -5610354 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5610492.000000 Penalty: 3207.978760
	Iteration 17Q: 3 clusters Score -5610492 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -5610573.000000 Penalty: 3207.978760
	Iteration 18Q: 3 clusters Score -5610573 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5610661.500000 Penalty: 3207.978760
	Iteration 19Q: 3 clusters Score -5610662 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5610736.500000 Penalty: 3207.978760
	Iteration 20F: 3 clusters Score -5610736 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5610795.000000 Penalty: 3207.978760
	Iteration 21Q: 3 clusters Score -5610795 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5610843.000000 Penalty: 3207.978760
	Iteration 22Q: 3 clusters Score -5610843 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5610891.000000 Penalty: 3207.978760
	Iteration 23Q: 3 clusters Score -5610891 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5610904.000000 Penalty: 3207.978760
	Iteration 24Q: 3 clusters Score -5610904 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5610912.500000 Penalty: 3207.978760
	Iteration 25Q: 3 clusters Score -5610912 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -5610948.000000 Penalty: 3207.978760
	Iteration 26Q: 3 clusters Score -5610948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5610976.500000 Penalty: 3207.978760
	Iteration 27Q: 3 clusters Score -5610976 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -5610993.500000 Penalty: 3207.978760
	Iteration 28Q: 3 clusters Score -5610994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5611025.500000 Penalty: 3207.978760
	Iteration 29Q: 3 clusters Score -5611026 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5611048.500000 Penalty: 3207.978760
	Iteration 30Q: 3 clusters Score -5611048 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -5611079.500000 Penalty: 3207.978760
	Iteration 31Q: 3 clusters Score -5611080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -5611066.000000 Penalty: 3207.978760
	Iteration 32Q: 3 clusters Score -5611066 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5611093.500000 Penalty: 3207.978760
	Iteration 33Q: 3 clusters Score -5611094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -5611104.000000 Penalty: 3207.978760
	Iteration 34Q: 3 clusters Score -5611104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -5611128.500000 Penalty: 3207.978760
	Iteration 35Q: 3 clusters Score -5611128 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5611136.000000 Penalty: 3207.978760
	Iteration 36Q: 3 clusters Score -5611136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5611153.000000 Penalty: 3207.978760
	Iteration 37Q: 3 clusters Score -5611153 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -5611199.000000 Penalty: 3207.978760
	Iteration 38Q: 3 clusters Score -5611199 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -5611224.000000 Penalty: 3207.978760
	Iteration 39Q: 3 clusters Score -5611224 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5611247.500000 Penalty: 3207.978760
	Iteration 40F: 3 clusters Score -5611248 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -5611248.500000 Penalty: 3207.978760
	Iteration 41Q: 3 clusters Score -5611248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5611276.000000 Penalty: 3207.978760
	Iteration 42Q: 3 clusters Score -5611276 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5611269.500000 Penalty: 3207.978760
	Iteration 43Q: 3 clusters Score -5611270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5611291.500000 Penalty: 3207.978760
	Iteration 44Q: 3 clusters Score -5611292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5611309.500000 Penalty: 3207.978760
	Iteration 45Q: 3 clusters Score -5611310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -5611327.500000 Penalty: 3207.978760
	Iteration 46Q: 3 clusters Score -5611328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5611357.000000 Penalty: 3207.978760
	Iteration 47Q: 3 clusters Score -5611357 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5611368.000000 Penalty: 3207.978760
	Iteration 48Q: 3 clusters Score -5611368 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5611402.500000 Penalty: 3207.978760
	Iteration 49Q: 3 clusters Score -5611402 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5611428.000000 Penalty: 3207.978760
	Iteration 50Q: 3 clusters Score -5611428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5611470.000000 Penalty: 3207.978760
	Iteration 51Q: 3 clusters Score -5611470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -5611506.000000 Penalty: 3207.978760
	Iteration 52Q: 3 clusters Score -5611506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5611506.500000 Penalty: 3207.978760
	Iteration 53Q: 3 clusters Score -5611506 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5611518.000000 Penalty: 3207.978760
	Iteration 54Q: 3 clusters Score -5611518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -5611534.000000 Penalty: 3207.978760
	Iteration 55Q: 3 clusters Score -5611534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -5611573.000000 Penalty: 3207.978760
	Iteration 56Q: 3 clusters Score -5611573 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5611618.500000 Penalty: 3207.978760
	Iteration 57Q: 3 clusters Score -5611618 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -5611647.500000 Penalty: 3207.978760
	Iteration 58Q: 3 clusters Score -5611648 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5611708.500000 Penalty: 3207.978760
	Iteration 59Q: 3 clusters Score -5611708 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5611785.500000 Penalty: 3207.978760
	Iteration 60F: 3 clusters Score -5611786 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -5611846.500000 Penalty: 3207.978760
	Iteration 61Q: 3 clusters Score -5611846 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5611919.500000 Penalty: 3207.978760
	Iteration 62Q: 3 clusters Score -5611920 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5612006.500000 Penalty: 3207.978760
	Iteration 63Q: 3 clusters Score -5612006 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5612079.500000 Penalty: 3207.978760
	Iteration 64Q: 3 clusters Score -5612080 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5612143.500000 Penalty: 3207.978760
	Iteration 65Q: 3 clusters Score -5612144 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -5612217.500000 Penalty: 3207.978760
	Iteration 66Q: 3 clusters Score -5612218 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5612306.000000 Penalty: 3207.978760
	Iteration 67Q: 3 clusters Score -5612306 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5612401.500000 Penalty: 3207.978760
	Iteration 68Q: 3 clusters Score -5612402 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5612499.500000 Penalty: 3207.978760
	Iteration 69Q: 3 clusters Score -5612500 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5612587.500000 Penalty: 3207.978760
	Iteration 70Q: 3 clusters Score -5612588 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -5612684.000000 Penalty: 3207.978760
	Iteration 71Q: 3 clusters Score -5612684 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5612774.000000 Penalty: 3207.978760
	Iteration 72Q: 3 clusters Score -5612774 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5612878.500000 Penalty: 3207.978760
	Iteration 73Q: 3 clusters Score -5612878 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5613000.500000 Penalty: 3207.978760
	Iteration 74Q: 3 clusters Score -5613000 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5613088.000000 Penalty: 3207.978760
	Iteration 75Q: 3 clusters Score -5613088 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5613205.000000 Penalty: 3207.978760
	Iteration 76Q: 3 clusters Score -5613205 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5613333.000000 Penalty: 3207.978760
	Iteration 77Q: 3 clusters Score -5613333 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5613425.500000 Penalty: 3207.978760
	Iteration 78Q: 3 clusters Score -5613426 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5613510.500000 Penalty: 3207.978760
	Iteration 79Q: 3 clusters Score -5613510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5613609.500000 Penalty: 3207.978760
	Iteration 80F: 3 clusters Score -5613610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5613685.500000 Penalty: 3207.978760
	Iteration 81Q: 3 clusters Score -5613686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5613768.500000 Penalty: 3207.978760
	Iteration 82Q: 3 clusters Score -5613768 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5613819.000000 Penalty: 3207.978760
	Iteration 83Q: 3 clusters Score -5613819 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5613863.500000 Penalty: 3207.978760
	Iteration 84Q: 3 clusters Score -5613864 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -5613912.500000 Penalty: 3207.978760
	Iteration 85Q: 3 clusters Score -5613912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5613936.000000 Penalty: 3207.978760
	Iteration 86Q: 3 clusters Score -5613936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -5613975.500000 Penalty: 3207.978760
	Iteration 87Q: 3 clusters Score -5613976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -5613989.000000 Penalty: 3207.978760
	Iteration 88Q: 3 clusters Score -5613989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5614022.500000 Penalty: 3207.978760
	Iteration 89Q: 3 clusters Score -5614022 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -5614034.000000 Penalty: 3207.978760
	Iteration 90Q: 3 clusters Score -5614034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5614069.000000 Penalty: 3207.978760
	Iteration 91Q: 3 clusters Score -5614069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5614108.000000 Penalty: 3207.978760
	Iteration 92Q: 3 clusters Score -5614108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5614140.000000 Penalty: 3207.978760
	Iteration 93Q: 3 clusters Score -5614140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -5614170.000000 Penalty: 3207.978760
	Iteration 94Q: 3 clusters Score -5614170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5614207.500000 Penalty: 3207.978760
	Iteration 95Q: 3 clusters Score -5614208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -5614250.000000 Penalty: 3207.978760
	Iteration 96Q: 3 clusters Score -5614250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5614275.500000 Penalty: 3207.978760
	Iteration 97Q: 3 clusters Score -5614276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5614291.500000 Penalty: 3207.978760
	Iteration 98Q: 3 clusters Score -5614292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5614305.000000 Penalty: 3207.978760
	Iteration 99Q: 3 clusters Score -5614305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5614314.000000 Penalty: 3207.978760
	Iteration 100F: 3 clusters Score -5614314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -5614327.000000 Penalty: 3207.978760
	Iteration 101Q: 3 clusters Score -5614327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -5614333.000000 Penalty: 3207.978760
	Iteration 102Q: 3 clusters Score -5614333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5614353.500000 Penalty: 3207.978760
	Iteration 103Q: 3 clusters Score -5614354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5614373.500000 Penalty: 3207.978760
	Iteration 104Q: 3 clusters Score -5614374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -5614380.000000 Penalty: 3207.978760
	Iteration 105Q: 3 clusters Score -5614380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5614398.500000 Penalty: 3207.978760
	Iteration 106Q: 3 clusters Score -5614398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -5614401.500000 Penalty: 3207.978760
	Iteration 107Q: 3 clusters Score -5614402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -5614410.000000 Penalty: 3207.978760
	Iteration 108Q: 3 clusters Score -5614410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5614411.500000 Penalty: 3207.978760
	Iteration 109Q: 3 clusters Score -5614412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5614427.500000 Penalty: 3207.978760
	Iteration 110Q: 3 clusters Score -5614428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5614428.000000 Penalty: 3207.978760
	Iteration 111Q: 3 clusters Score -5614428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -5614421.500000 Penalty: 3207.978760
	Iteration 112Q: 3 clusters Score -5614422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5614430.000000 Penalty: 3207.978760
	Iteration 113Q: 3 clusters Score -5614430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -5614440.500000 Penalty: 3207.978760
	Iteration 114Q: 3 clusters Score -5614440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -5614450.000000 Penalty: 3207.978760
	Iteration 115Q: 3 clusters Score -5614450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -5614451.500000 Penalty: 3207.978760
	Iteration 116Q: 3 clusters Score -5614452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -5614465.000000 Penalty: 3207.978760
	Iteration 117Q: 3 clusters Score -5614465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -5614463.000000 Penalty: 3207.978760
	Iteration 118Q: 3 clusters Score -5614463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5614462.500000 Penalty: 3207.978760
	Iteration 119Q: 3 clusters Score -5614462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -5614464.000000 Penalty: 3207.978760
	Iteration 120F: 3 clusters Score -5614464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5614467.500000 Penalty: 3207.978760
	Iteration 121Q: 3 clusters Score -5614468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5614468.500000 Penalty: 3207.978760
	Iteration 122Q: 3 clusters Score -5614468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5614479.500000 Penalty: 3207.978760
	Iteration 123Q: 3 clusters Score -5614480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5614475.500000 Penalty: 3207.978760
	Iteration 124Q: 3 clusters Score -5614476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -5614466.500000 Penalty: 3207.978760
	Iteration 125Q: 3 clusters Score -5614466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5614473.000000 Penalty: 3207.978760
	Iteration 126Q: 3 clusters Score -5614473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -5614475.500000 Penalty: 3207.978760
	Iteration 127Q: 3 clusters Score -5614476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -5614483.500000 Penalty: 3207.978760
	Iteration 128Q: 3 clusters Score -5614484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -5614486.500000 Penalty: 3207.978760
	Iteration 129Q: 3 clusters Score -5614486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -5614491.500000 Penalty: 3207.978760
	Iteration 130Q: 3 clusters Score -5614492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -5614497.000000 Penalty: 3207.978760
	Iteration 131Q: 3 clusters Score -5614497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -5614494.500000 Penalty: 3207.978760
	Iteration 132Q: 3 clusters Score -5614494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -5614493.500000 Penalty: 3207.978760
	Iteration 133Q: 3 clusters Score -5614494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -5614495.500000 Penalty: 3207.978760
	Iteration 134Q: 3 clusters Score -5614496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5614489.500000 Penalty: 3207.978760
	Iteration 135Q: 3 clusters Score -5614490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -5614494.500000 Penalty: 3207.978760
	Iteration 136Q: 3 clusters Score -5614494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5614496.500000 Penalty: 3207.978760
	Iteration 137Q: 3 clusters Score -5614496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5614501.500000 Penalty: 3207.978760
	Iteration 138Q: 3 clusters Score -5614502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -5614495.500000 Penalty: 3207.978760
	Iteration 139Q: 3 clusters Score -5614496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -5614495.000000 Penalty: 3207.978760
	Iteration 140F: 3 clusters Score -5614495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5614506.500000 Penalty: 3207.978760
	Iteration 141Q: 3 clusters Score -5614506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5614510.500000 Penalty: 3207.978760
	Iteration 142Q: 3 clusters Score -5614510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5614511.500000 Penalty: 3207.978760
	Iteration 143Q: 3 clusters Score -5614512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5614506.000000 Penalty: 3207.978760
	Iteration 144Q: 3 clusters Score -5614506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5614512.500000 Penalty: 3207.978760
	Iteration 145Q: 3 clusters Score -5614512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5614515.000000 Penalty: 3207.978760
	Iteration 146Q: 3 clusters Score -5614515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -5614512.500000 Penalty: 3207.978760
	Iteration 147Q: 3 clusters Score -5614512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5614517.500000 Penalty: 3207.978760
	Iteration 148Q: 3 clusters Score -5614518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -5614516.500000 Penalty: 3207.978760
	Iteration 149Q: 3 clusters Score -5614516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -5614518.500000 Penalty: 3207.978760
	Iteration 150Q: 3 clusters Score -5614518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -5614517.500000 Penalty: 3207.978760
	Iteration 151Q: 3 clusters Score -5614518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -5614517.000000 Penalty: 3207.978760
	Iteration 152Q: 3 clusters Score -5614517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5614518.000000 Penalty: 3207.978760
	Iteration 153Q: 3 clusters Score -5614518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -5614523.000000 Penalty: 3207.978760
	Iteration 154Q: 3 clusters Score -5614523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -5614525.000000 Penalty: 3207.978760
	Iteration 155Q: 3 clusters Score -5614525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -5614522.000000 Penalty: 3207.978760
	Iteration 156Q: 3 clusters Score -5614522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -5614524.000000 Penalty: 3207.978760
	Iteration 157Q: 3 clusters Score -5614524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -5614522.500000 Penalty: 3207.978760
	Iteration 158Q: 3 clusters Score -5614522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5614524.000000 Penalty: 3207.978760
	Iteration 159Q: 3 clusters Score -5614524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -5614523.500000 Penalty: 3207.978760
	Iteration 160F: 3 clusters Score -5614524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5614523.500000 Penalty: 3207.978760
	Iteration 161Q: 3 clusters Score -5614524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5614528.000000 Penalty: 3207.978760
	Iteration 162Q: 3 clusters Score -5614528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5614537.500000 Penalty: 3207.978760
	Iteration 163Q: 3 clusters Score -5614538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5614529.500000 Penalty: 3207.978760
	Iteration 164Q: 3 clusters Score -5614530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -5614534.500000 Penalty: 3207.978760
	Iteration 165Q: 3 clusters Score -5614534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -5614531.500000 Penalty: 3207.978760
	Iteration 166Q: 3 clusters Score -5614532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -5614537.000000 Penalty: 3207.978760
	Iteration 167Q: 3 clusters Score -5614537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -5614535.000000 Penalty: 3207.978760
	Iteration 168Q: 3 clusters Score -5614535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5614547.500000 Penalty: 3207.978760
	Iteration 169Q: 3 clusters Score -5614548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5614548.000000 Penalty: 3207.978760
	Iteration 170Q: 3 clusters Score -5614548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -5614545.000000 Penalty: 3207.978760
	Iteration 171Q: 3 clusters Score -5614545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5614547.000000 Penalty: 3207.978760
	Iteration 172Q: 3 clusters Score -5614547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5614544.500000 Penalty: 3207.978760
	Iteration 173Q: 3 clusters Score -5614544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5614544.000000 Penalty: 3207.978760
	Iteration 174Q: 3 clusters Score -5614544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5614546.000000 Penalty: 3207.978760
	Iteration 175Q: 3 clusters Score -5614546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5614544.000000 Penalty: 3207.978760
	Iteration 176Q: 3 clusters Score -5614544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5614552.500000 Penalty: 3207.978760
	Iteration 177Q: 3 clusters Score -5614552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5614554.500000 Penalty: 3207.978760
	Iteration 178Q: 3 clusters Score -5614554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -5614553.000000 Penalty: 3207.978760
	Iteration 179Q: 3 clusters Score -5614553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -5614552.000000 Penalty: 3207.978760
	Iteration 180F: 3 clusters Score -5614552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5614546.000000 Penalty: 3207.978760
	Iteration 181Q: 3 clusters Score -5614546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5614552.000000 Penalty: 3207.978760
	Iteration 182Q: 3 clusters Score -5614552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5614552.000000 Penalty: 3207.978760
	Iteration 183F: 3 clusters Score -5614552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Entering Unmasked Estep 
Score: -1341226.375000 Penalty: 1399.806885
	Iteration 0F: 2 clusters Score -1341226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1333199.375000 Penalty: 2799.613770
	Iteration 0F: 3 clusters Score -1333199 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1335902.000000 Penalty: 2799.613770
	Iteration 1F: 3 clusters Score -1335902 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1336276.500000 Penalty: 2799.613770
	Iteration 2F: 3 clusters Score -1336276 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1336545.375000 Penalty: 2799.613770
	Iteration 3F: 3 clusters Score -1336545 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1336775.750000 Penalty: 2799.613770
	Iteration 4Q: 3 clusters Score -1336776 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1336987.875000 Penalty: 2799.613770
	Iteration 5Q: 3 clusters Score -1336988 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1337185.000000 Penalty: 2799.613770
	Iteration 6Q: 3 clusters Score -1337185 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1337384.625000 Penalty: 2799.613770
	Iteration 7Q: 3 clusters Score -1337385 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1337563.125000 Penalty: 2799.613770
	Iteration 8Q: 3 clusters Score -1337563 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1337754.625000 Penalty: 2799.613770
	Iteration 9Q: 3 clusters Score -1337755 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1337932.000000 Penalty: 2799.613770
	Iteration 10Q: 3 clusters Score -1337932 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1338095.250000 Penalty: 2799.613770
	Iteration 11Q: 3 clusters Score -1338095 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1338236.750000 Penalty: 2799.613770
	Iteration 12Q: 3 clusters Score -1338237 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1338377.375000 Penalty: 2799.613770
	Iteration 13Q: 3 clusters Score -1338377 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1338512.875000 Penalty: 2799.613770
	Iteration 14Q: 3 clusters Score -1338513 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1338614.625000 Penalty: 2799.613770
	Iteration 15Q: 3 clusters Score -1338615 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1338720.625000 Penalty: 2799.613770
	Iteration 16Q: 3 clusters Score -1338721 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1338817.375000 Penalty: 2799.613770
	Iteration 17Q: 3 clusters Score -1338817 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1338914.125000 Penalty: 2799.613770
	Iteration 18Q: 3 clusters Score -1338914 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1339017.500000 Penalty: 2799.613770
	Iteration 19Q: 3 clusters Score -1339018 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1339107.250000 Penalty: 2799.613770
	Iteration 20F: 3 clusters Score -1339107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1339176.750000 Penalty: 2799.613770
	Iteration 21Q: 3 clusters Score -1339177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1339249.750000 Penalty: 2799.613770
	Iteration 22Q: 3 clusters Score -1339250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1339313.875000 Penalty: 2799.613770
	Iteration 23Q: 3 clusters Score -1339314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1339376.500000 Penalty: 2799.613770
	Iteration 24Q: 3 clusters Score -1339376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1339428.500000 Penalty: 2799.613770
	Iteration 25Q: 3 clusters Score -1339428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1339482.500000 Penalty: 2799.613770
	Iteration 26Q: 3 clusters Score -1339482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1339540.625000 Penalty: 2799.613770
	Iteration 27Q: 3 clusters Score -1339541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1339600.000000 Penalty: 2799.613770
	Iteration 28Q: 3 clusters Score -1339600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1339652.250000 Penalty: 2799.613770
	Iteration 29Q: 3 clusters Score -1339652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1339706.625000 Penalty: 2799.613770
	Iteration 30Q: 3 clusters Score -1339707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1339761.875000 Penalty: 2799.613770
	Iteration 31Q: 3 clusters Score -1339762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1339811.250000 Penalty: 2799.613770
	Iteration 32Q: 3 clusters Score -1339811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1339842.625000 Penalty: 2799.613770
	Iteration 33Q: 3 clusters Score -1339843 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1339881.875000 Penalty: 2799.613770
	Iteration 34Q: 3 clusters Score -1339882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1339914.875000 Penalty: 2799.613770
	Iteration 35Q: 3 clusters Score -1339915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1339947.250000 Penalty: 2799.613770
	Iteration 36Q: 3 clusters Score -1339947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1339966.625000 Penalty: 2799.613770
	Iteration 37Q: 3 clusters Score -1339967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1339985.875000 Penalty: 2799.613770
	Iteration 38Q: 3 clusters Score -1339986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1340003.375000 Penalty: 2799.613770
	Iteration 39Q: 3 clusters Score -1340003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1340017.750000 Penalty: 2799.613770
	Iteration 40F: 3 clusters Score -1340018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1340029.875000 Penalty: 2799.613770
	Iteration 41Q: 3 clusters Score -1340030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1340046.000000 Penalty: 2799.613770
	Iteration 42Q: 3 clusters Score -1340046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1340059.750000 Penalty: 2799.613770
	Iteration 43Q: 3 clusters Score -1340060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1340071.875000 Penalty: 2799.613770
	Iteration 44Q: 3 clusters Score -1340072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1340085.250000 Penalty: 2799.613770
	Iteration 45Q: 3 clusters Score -1340085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1340096.250000 Penalty: 2799.613770
	Iteration 46Q: 3 clusters Score -1340096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1340113.125000 Penalty: 2799.613770
	Iteration 47Q: 3 clusters Score -1340113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1340119.250000 Penalty: 2799.613770
	Iteration 48Q: 3 clusters Score -1340119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1340130.375000 Penalty: 2799.613770
	Iteration 49Q: 3 clusters Score -1340130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1340130.125000 Penalty: 2799.613770
	Iteration 50Q: 3 clusters Score -1340130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1340135.875000 Penalty: 2799.613770
	Iteration 51Q: 3 clusters Score -1340136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1340138.875000 Penalty: 2799.613770
	Iteration 52Q: 3 clusters Score -1340139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1340140.125000 Penalty: 2799.613770
	Iteration 53Q: 3 clusters Score -1340140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1340142.625000 Penalty: 2799.613770
	Iteration 54Q: 3 clusters Score -1340143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1340142.500000 Penalty: 2799.613770
	Iteration 55Q: 3 clusters Score -1340142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1340143.625000 Penalty: 2799.613770
	Iteration 56Q: 3 clusters Score -1340144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1340146.625000 Penalty: 2799.613770
	Iteration 57Q: 3 clusters Score -1340147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1340154.500000 Penalty: 2799.613770
	Iteration 58Q: 3 clusters Score -1340154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1340162.750000 Penalty: 2799.613770
	Iteration 59Q: 3 clusters Score -1340163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1340165.625000 Penalty: 2799.613770
	Iteration 60F: 3 clusters Score -1340166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1340165.000000 Penalty: 2799.613770
	Iteration 61Q: 3 clusters Score -1340165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1340165.000000 Penalty: 2799.613770
	Iteration 62F: 3 clusters Score -1340165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Entering Unmasked Estep 
Score: -2372337.500000 Penalty: 1480.877686
	Iteration 0F: 2 clusters Score -2372338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2358577.750000 Penalty: 2961.755371
	Iteration 0F: 3 clusters Score -2358578 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2363592.500000 Penalty: 2961.755371
	Iteration 1F: 3 clusters Score -2363592 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2364066.000000 Penalty: 2961.755371
	Iteration 2F: 3 clusters Score -2364066 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2364450.000000 Penalty: 2961.755371
	Iteration 3Q: 3 clusters Score -2364450 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2364814.000000 Penalty: 2961.755371
	Iteration 4Q: 3 clusters Score -2364814 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2365143.250000 Penalty: 2961.755371
	Iteration 5Q: 3 clusters Score -2365143 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2365503.750000 Penalty: 2961.755371
	Iteration 6Q: 3 clusters Score -2365504 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2365859.500000 Penalty: 2961.755371
	Iteration 7Q: 3 clusters Score -2365860 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2366267.000000 Penalty: 2961.755371
	Iteration 8Q: 3 clusters Score -2366267 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2366687.500000 Penalty: 2961.755371
	Iteration 9Q: 3 clusters Score -2366688 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2367142.500000 Penalty: 2961.755371
	Iteration 10Q: 3 clusters Score -2367142 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2367574.500000 Penalty: 2961.755371
	Iteration 11Q: 3 clusters Score -2367574 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2368020.000000 Penalty: 2961.755371
	Iteration 12Q: 3 clusters Score -2368020 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2368384.000000 Penalty: 2961.755371
	Iteration 13Q: 3 clusters Score -2368384 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2368620.750000 Penalty: 2961.755371
	Iteration 14Q: 3 clusters Score -2368621 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2368756.500000 Penalty: 2961.755371
	Iteration 15Q: 3 clusters Score -2368756 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2368830.500000 Penalty: 2961.755371
	Iteration 16Q: 3 clusters Score -2368830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2368885.250000 Penalty: 2961.755371
	Iteration 17Q: 3 clusters Score -2368885 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2368924.250000 Penalty: 2961.755371
	Iteration 18Q: 3 clusters Score -2368924 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2368950.500000 Penalty: 2961.755371
	Iteration 19Q: 3 clusters Score -2368950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2368969.750000 Penalty: 2961.755371
	Iteration 20F: 3 clusters Score -2368970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2368984.750000 Penalty: 2961.755371
	Iteration 21Q: 3 clusters Score -2368985 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2368997.250000 Penalty: 2961.755371
	Iteration 22Q: 3 clusters Score -2368997 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2369012.500000 Penalty: 2961.755371
	Iteration 23Q: 3 clusters Score -2369012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2369032.250000 Penalty: 2961.755371
	Iteration 24Q: 3 clusters Score -2369032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2369048.500000 Penalty: 2961.755371
	Iteration 25Q: 3 clusters Score -2369048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2369058.250000 Penalty: 2961.755371
	Iteration 26Q: 3 clusters Score -2369058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2369070.250000 Penalty: 2961.755371
	Iteration 27Q: 3 clusters Score -2369070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2369087.500000 Penalty: 2961.755371
	Iteration 28Q: 3 clusters Score -2369088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2369085.750000 Penalty: 2961.755371
	Iteration 29Q: 3 clusters Score -2369086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2369104.250000 Penalty: 2961.755371
	Iteration 30Q: 3 clusters Score -2369104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2369119.500000 Penalty: 2961.755371
	Iteration 31Q: 3 clusters Score -2369120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2369132.000000 Penalty: 2961.755371
	Iteration 32Q: 3 clusters Score -2369132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2369145.250000 Penalty: 2961.755371
	Iteration 33Q: 3 clusters Score -2369145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2369156.500000 Penalty: 2961.755371
	Iteration 34Q: 3 clusters Score -2369156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2369164.750000 Penalty: 2961.755371
	Iteration 35Q: 3 clusters Score -2369165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2369192.750000 Penalty: 2961.755371
	Iteration 36Q: 3 clusters Score -2369193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2369209.250000 Penalty: 2961.755371
	Iteration 37Q: 3 clusters Score -2369209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2369224.750000 Penalty: 2961.755371
	Iteration 38Q: 3 clusters Score -2369225 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2369251.500000 Penalty: 2961.755371
	Iteration 39Q: 3 clusters Score -2369252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2369274.250000 Penalty: 2961.755371
	Iteration 40F: 3 clusters Score -2369274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2369287.250000 Penalty: 2961.755371
	Iteration 41Q: 3 clusters Score -2369287 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2369316.000000 Penalty: 2961.755371
	Iteration 42Q: 3 clusters Score -2369316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2369349.750000 Penalty: 2961.755371
	Iteration 43Q: 3 clusters Score -2369350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2369377.750000 Penalty: 2961.755371
	Iteration 44Q: 3 clusters Score -2369378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2369399.500000 Penalty: 2961.755371
	Iteration 45Q: 3 clusters Score -2369400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2369409.000000 Penalty: 2961.755371
	Iteration 46Q: 3 clusters Score -2369409 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2369431.000000 Penalty: 2961.755371
	Iteration 47Q: 3 clusters Score -2369431 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2369454.500000 Penalty: 2961.755371
	Iteration 48Q: 3 clusters Score -2369454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2369488.500000 Penalty: 2961.755371
	Iteration 49Q: 3 clusters Score -2369488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2369518.250000 Penalty: 2961.755371
	Iteration 50Q: 3 clusters Score -2369518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2369561.750000 Penalty: 2961.755371
	Iteration 51Q: 3 clusters Score -2369562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2369598.250000 Penalty: 2961.755371
	Iteration 52Q: 3 clusters Score -2369598 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2369647.000000 Penalty: 2961.755371
	Iteration 53Q: 3 clusters Score -2369647 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2369691.250000 Penalty: 2961.755371
	Iteration 54Q: 3 clusters Score -2369691 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2369741.000000 Penalty: 2961.755371
	Iteration 55Q: 3 clusters Score -2369741 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2369797.750000 Penalty: 2961.755371
	Iteration 56Q: 3 clusters Score -2369798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2369861.500000 Penalty: 2961.755371
	Iteration 57Q: 3 clusters Score -2369862 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2369932.500000 Penalty: 2961.755371
	Iteration 58Q: 3 clusters Score -2369932 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2370005.000000 Penalty: 2961.755371
	Iteration 59Q: 3 clusters Score -2370005 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2370079.250000 Penalty: 2961.755371
	Iteration 60F: 3 clusters Score -2370079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2370152.250000 Penalty: 2961.755371
	Iteration 61Q: 3 clusters Score -2370152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2370219.250000 Penalty: 2961.755371
	Iteration 62Q: 3 clusters Score -2370219 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2370274.250000 Penalty: 2961.755371
	Iteration 63Q: 3 clusters Score -2370274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2370331.750000 Penalty: 2961.755371
	Iteration 64Q: 3 clusters Score -2370332 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2370391.750000 Penalty: 2961.755371
	Iteration 65Q: 3 clusters Score -2370392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2370449.750000 Penalty: 2961.755371
	Iteration 66Q: 3 clusters Score -2370450 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2370519.250000 Penalty: 2961.755371
	Iteration 67Q: 3 clusters Score -2370519 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2370579.750000 Penalty: 2961.755371
	Iteration 68Q: 3 clusters Score -2370580 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2370653.750000 Penalty: 2961.755371
	Iteration 69Q: 3 clusters Score -2370654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2370727.250000 Penalty: 2961.755371
	Iteration 70Q: 3 clusters Score -2370727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2370798.000000 Penalty: 2961.755371
	Iteration 71Q: 3 clusters Score -2370798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2370848.500000 Penalty: 2961.755371
	Iteration 72Q: 3 clusters Score -2370848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2370891.500000 Penalty: 2961.755371
	Iteration 73Q: 3 clusters Score -2370892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2370928.000000 Penalty: 2961.755371
	Iteration 74Q: 3 clusters Score -2370928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2370955.000000 Penalty: 2961.755371
	Iteration 75Q: 3 clusters Score -2370955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2370981.500000 Penalty: 2961.755371
	Iteration 76Q: 3 clusters Score -2370982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2371001.000000 Penalty: 2961.755371
	Iteration 77Q: 3 clusters Score -2371001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2371028.250000 Penalty: 2961.755371
	Iteration 78Q: 3 clusters Score -2371028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2371050.500000 Penalty: 2961.755371
	Iteration 79Q: 3 clusters Score -2371050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2371066.500000 Penalty: 2961.755371
	Iteration 80F: 3 clusters Score -2371066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2371089.000000 Penalty: 2961.755371
	Iteration 81Q: 3 clusters Score -2371089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2371111.250000 Penalty: 2961.755371
	Iteration 82Q: 3 clusters Score -2371111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2371130.000000 Penalty: 2961.755371
	Iteration 83Q: 3 clusters Score -2371130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2371142.000000 Penalty: 2961.755371
	Iteration 84Q: 3 clusters Score -2371142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2371158.750000 Penalty: 2961.755371
	Iteration 85Q: 3 clusters Score -2371159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2371175.250000 Penalty: 2961.755371
	Iteration 86Q: 3 clusters Score -2371175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2371180.250000 Penalty: 2961.755371
	Iteration 87Q: 3 clusters Score -2371180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2371192.250000 Penalty: 2961.755371
	Iteration 88Q: 3 clusters Score -2371192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2371197.250000 Penalty: 2961.755371
	Iteration 89Q: 3 clusters Score -2371197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2371213.250000 Penalty: 2961.755371
	Iteration 90Q: 3 clusters Score -2371213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2371220.750000 Penalty: 2961.755371
	Iteration 91Q: 3 clusters Score -2371221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2371221.500000 Penalty: 2961.755371
	Iteration 92Q: 3 clusters Score -2371222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2371226.000000 Penalty: 2961.755371
	Iteration 93Q: 3 clusters Score -2371226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2371230.500000 Penalty: 2961.755371
	Iteration 94Q: 3 clusters Score -2371230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2371238.750000 Penalty: 2961.755371
	Iteration 95Q: 3 clusters Score -2371239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2371239.250000 Penalty: 2961.755371
	Iteration 96Q: 3 clusters Score -2371239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2371241.750000 Penalty: 2961.755371
	Iteration 97Q: 3 clusters Score -2371242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2371241.000000 Penalty: 2961.755371
	Iteration 98Q: 3 clusters Score -2371241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2371244.000000 Penalty: 2961.755371
	Iteration 99Q: 3 clusters Score -2371244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2371248.750000 Penalty: 2961.755371
	Iteration 100F: 3 clusters Score -2371249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2371250.750000 Penalty: 2961.755371
	Iteration 101Q: 3 clusters Score -2371251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2371256.250000 Penalty: 2961.755371
	Iteration 102Q: 3 clusters Score -2371256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2371253.500000 Penalty: 2961.755371
	Iteration 103Q: 3 clusters Score -2371254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2371257.250000 Penalty: 2961.755371
	Iteration 104Q: 3 clusters Score -2371257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2371258.750000 Penalty: 2961.755371
	Iteration 105Q: 3 clusters Score -2371259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2371258.750000 Penalty: 2961.755371
	Iteration 106F: 3 clusters Score -2371259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Entering Unmasked Estep 
Score: -3248279.500000 Penalty: 1522.183716
	Iteration 0F: 2 clusters Score -3248280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3230266.750000 Penalty: 3044.367432
	Iteration 0F: 3 clusters Score -3230267 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3236991.750000 Penalty: 3044.367432
	Iteration 1F: 3 clusters Score -3236992 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3237612.750000 Penalty: 3044.367432
	Iteration 2F: 3 clusters Score -3237613 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3238317.000000 Penalty: 3044.367432
	Iteration 3F: 3 clusters Score -3238317 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3239170.250000 Penalty: 3044.367432
	Iteration 4F: 3 clusters Score -3239170 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3240395.500000 Penalty: 3044.367432
	Iteration 5F: 3 clusters Score -3240396 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3242040.000000 Penalty: 3044.367432
	Iteration 6F: 3 clusters Score -3242040 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3243806.250000 Penalty: 3044.367432
	Iteration 7F: 3 clusters Score -3243806 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3245268.750000 Penalty: 3044.367432
	Iteration 8F: 3 clusters Score -3245269 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3246194.250000 Penalty: 3044.367432
	Iteration 9Q: 3 clusters Score -3246194 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3246614.750000 Penalty: 3044.367432
	Iteration 10Q: 3 clusters Score -3246615 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3246789.250000 Penalty: 3044.367432
	Iteration 11Q: 3 clusters Score -3246789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3246884.250000 Penalty: 3044.367432
	Iteration 12Q: 3 clusters Score -3246884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3246941.250000 Penalty: 3044.367432
	Iteration 13Q: 3 clusters Score -3246941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3246971.250000 Penalty: 3044.367432
	Iteration 14Q: 3 clusters Score -3246971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3246987.250000 Penalty: 3044.367432
	Iteration 15Q: 3 clusters Score -3246987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3247006.750000 Penalty: 3044.367432
	Iteration 16Q: 3 clusters Score -3247007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3247025.500000 Penalty: 3044.367432
	Iteration 17Q: 3 clusters Score -3247026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3247031.000000 Penalty: 3044.367432
	Iteration 18Q: 3 clusters Score -3247031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3247042.000000 Penalty: 3044.367432
	Iteration 19Q: 3 clusters Score -3247042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3247044.500000 Penalty: 3044.367432
	Iteration 20F: 3 clusters Score -3247044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3247052.250000 Penalty: 3044.367432
	Iteration 21Q: 3 clusters Score -3247052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3247052.250000 Penalty: 3044.367432
	Iteration 22F: 3 clusters Score -3247052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1662494.375000 Penalty: 1429.526611
	Iteration 0F: 2 clusters Score -1662494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1652604.500000 Penalty: 2859.053223
	Iteration 0F: 3 clusters Score -1652604 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1656073.875000 Penalty: 2859.053223
	Iteration 1F: 3 clusters Score -1656074 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1656655.125000 Penalty: 2859.053223
	Iteration 2F: 3 clusters Score -1656655 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1657269.125000 Penalty: 2859.053223
	Iteration 3F: 3 clusters Score -1657269 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1657857.750000 Penalty: 2859.053223
	Iteration 4F: 3 clusters Score -1657858 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1658465.750000 Penalty: 2859.053223
	Iteration 5F: 3 clusters Score -1658466 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1659028.750000 Penalty: 2859.053223
	Iteration 6F: 3 clusters Score -1659029 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1659517.375000 Penalty: 2859.053223
	Iteration 7F: 3 clusters Score -1659517 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1659909.625000 Penalty: 2859.053223
	Iteration 8Q: 3 clusters Score -1659910 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1660279.125000 Penalty: 2859.053223
	Iteration 9Q: 3 clusters Score -1660279 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1660577.875000 Penalty: 2859.053223
	Iteration 10Q: 3 clusters Score -1660578 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1660799.500000 Penalty: 2859.053223
	Iteration 11Q: 3 clusters Score -1660800 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1660953.000000 Penalty: 2859.053223
	Iteration 12Q: 3 clusters Score -1660953 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1661090.125000 Penalty: 2859.053223
	Iteration 13Q: 3 clusters Score -1661090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1661187.750000 Penalty: 2859.053223
	Iteration 14Q: 3 clusters Score -1661188 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1661279.500000 Penalty: 2859.053223
	Iteration 15Q: 3 clusters Score -1661280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1661364.000000 Penalty: 2859.053223
	Iteration 16Q: 3 clusters Score -1661364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1661443.875000 Penalty: 2859.053223
	Iteration 17Q: 3 clusters Score -1661444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1661506.000000 Penalty: 2859.053223
	Iteration 18Q: 3 clusters Score -1661506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1661558.375000 Penalty: 2859.053223
	Iteration 19Q: 3 clusters Score -1661558 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1661619.000000 Penalty: 2859.053223
	Iteration 20F: 3 clusters Score -1661619 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1661668.375000 Penalty: 2859.053223
	Iteration 21Q: 3 clusters Score -1661668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1661711.000000 Penalty: 2859.053223
	Iteration 22Q: 3 clusters Score -1661711 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1661750.125000 Penalty: 2859.053223
	Iteration 23Q: 3 clusters Score -1661750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1661777.500000 Penalty: 2859.053223
	Iteration 24Q: 3 clusters Score -1661778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1661799.250000 Penalty: 2859.053223
	Iteration 25Q: 3 clusters Score -1661799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1661813.625000 Penalty: 2859.053223
	Iteration 26Q: 3 clusters Score -1661814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1661824.500000 Penalty: 2859.053223
	Iteration 27Q: 3 clusters Score -1661824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1661834.500000 Penalty: 2859.053223
	Iteration 28Q: 3 clusters Score -1661834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1661841.625000 Penalty: 2859.053223
	Iteration 29Q: 3 clusters Score -1661842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1661846.875000 Penalty: 2859.053223
	Iteration 30Q: 3 clusters Score -1661847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1661854.250000 Penalty: 2859.053223
	Iteration 31Q: 3 clusters Score -1661854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1661858.750000 Penalty: 2859.053223
	Iteration 32Q: 3 clusters Score -1661859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1661862.875000 Penalty: 2859.053223
	Iteration 33Q: 3 clusters Score -1661863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1661867.750000 Penalty: 2859.053223
	Iteration 34Q: 3 clusters Score -1661868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1661871.375000 Penalty: 2859.053223
	Iteration 35Q: 3 clusters Score -1661871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1661878.625000 Penalty: 2859.053223
	Iteration 36Q: 3 clusters Score -1661879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1661878.500000 Penalty: 2859.053223
	Iteration 37Q: 3 clusters Score -1661878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1661883.500000 Penalty: 2859.053223
	Iteration 38Q: 3 clusters Score -1661884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1661886.750000 Penalty: 2859.053223
	Iteration 39Q: 3 clusters Score -1661887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1661889.125000 Penalty: 2859.053223
	Iteration 40F: 3 clusters Score -1661889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1661896.750000 Penalty: 2859.053223
	Iteration 41Q: 3 clusters Score -1661897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1661905.125000 Penalty: 2859.053223
	Iteration 42Q: 3 clusters Score -1661905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1661906.000000 Penalty: 2859.053223
	Iteration 43Q: 3 clusters Score -1661906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1661912.875000 Penalty: 2859.053223
	Iteration 44Q: 3 clusters Score -1661913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1661914.125000 Penalty: 2859.053223
	Iteration 45Q: 3 clusters Score -1661914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1661917.375000 Penalty: 2859.053223
	Iteration 46Q: 3 clusters Score -1661917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1661918.000000 Penalty: 2859.053223
	Iteration 47Q: 3 clusters Score -1661918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1661917.000000 Penalty: 2859.053223
	Iteration 48Q: 3 clusters Score -1661917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1661922.375000 Penalty: 2859.053223
	Iteration 49Q: 3 clusters Score -1661922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1661925.250000 Penalty: 2859.053223
	Iteration 50Q: 3 clusters Score -1661925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1661929.875000 Penalty: 2859.053223
	Iteration 51Q: 3 clusters Score -1661930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1661931.500000 Penalty: 2859.053223
	Iteration 52Q: 3 clusters Score -1661932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1661930.000000 Penalty: 2859.053223
	Iteration 53Q: 3 clusters Score -1661930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1661931.375000 Penalty: 2859.053223
	Iteration 54Q: 3 clusters Score -1661931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1661936.375000 Penalty: 2859.053223
	Iteration 55Q: 3 clusters Score -1661936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1661936.875000 Penalty: 2859.053223
	Iteration 56Q: 3 clusters Score -1661937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1661945.750000 Penalty: 2859.053223
	Iteration 57Q: 3 clusters Score -1661946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1661954.500000 Penalty: 2859.053223
	Iteration 58Q: 3 clusters Score -1661954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1661958.625000 Penalty: 2859.053223
	Iteration 59Q: 3 clusters Score -1661959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1661966.375000 Penalty: 2859.053223
	Iteration 60F: 3 clusters Score -1661966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1661967.125000 Penalty: 2859.053223
	Iteration 61Q: 3 clusters Score -1661967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1661972.625000 Penalty: 2859.053223
	Iteration 62Q: 3 clusters Score -1661973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1661976.000000 Penalty: 2859.053223
	Iteration 63Q: 3 clusters Score -1661976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1661978.125000 Penalty: 2859.053223
	Iteration 64Q: 3 clusters Score -1661978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1661981.250000 Penalty: 2859.053223
	Iteration 65Q: 3 clusters Score -1661981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1661980.875000 Penalty: 2859.053223
	Iteration 66Q: 3 clusters Score -1661981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1661984.500000 Penalty: 2859.053223
	Iteration 67Q: 3 clusters Score -1661984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1661987.000000 Penalty: 2859.053223
	Iteration 68Q: 3 clusters Score -1661987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1661986.750000 Penalty: 2859.053223
	Iteration 69Q: 3 clusters Score -1661987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1661990.625000 Penalty: 2859.053223
	Iteration 70Q: 3 clusters Score -1661991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1661992.750000 Penalty: 2859.053223
	Iteration 71Q: 3 clusters Score -1661993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1661991.125000 Penalty: 2859.053223
	Iteration 72Q: 3 clusters Score -1661991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1661991.750000 Penalty: 2859.053223
	Iteration 73Q: 3 clusters Score -1661992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1661991.750000 Penalty: 2859.053223
	Iteration 74F: 3 clusters Score -1661992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -756805.500000 Penalty: 1312.124023
	Iteration 0F: 2 clusters Score -756805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -752075.562500 Penalty: 2624.248047
	Iteration 0F: 3 clusters Score -752075.6 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -753551.437500 Penalty: 2624.248047
	Iteration 1F: 3 clusters Score -753551.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -753793.125000 Penalty: 2624.248047
	Iteration 2F: 3 clusters Score -753793.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -753975.562500 Penalty: 2624.248047
	Iteration 3F: 3 clusters Score -753975.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -754095.687500 Penalty: 2624.248047
	Iteration 4Q: 3 clusters Score -754095.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -754229.125000 Penalty: 2624.248047
	Iteration 5Q: 3 clusters Score -754229.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -754358.250000 Penalty: 2624.248047
	Iteration 6Q: 3 clusters Score -754358.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -754509.937500 Penalty: 2624.248047
	Iteration 7Q: 3 clusters Score -754509.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -754674.750000 Penalty: 2624.248047
	Iteration 8Q: 3 clusters Score -754674.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -754834.562500 Penalty: 2624.248047
	Iteration 9Q: 3 clusters Score -754834.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -754998.875000 Penalty: 2624.248047
	Iteration 10Q: 3 clusters Score -754998.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -755173.875000 Penalty: 2624.248047
	Iteration 11Q: 3 clusters Score -755173.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -755355.000000 Penalty: 2624.248047
	Iteration 12Q: 3 clusters Score -755355 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -755501.750000 Penalty: 2624.248047
	Iteration 13Q: 3 clusters Score -755501.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -755597.625000 Penalty: 2624.248047
	Iteration 14Q: 3 clusters Score -755597.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -755672.312500 Penalty: 2624.248047
	Iteration 15Q: 3 clusters Score -755672.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -755751.187500 Penalty: 2624.248047
	Iteration 16Q: 3 clusters Score -755751.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -755806.750000 Penalty: 2624.248047
	Iteration 17Q: 3 clusters Score -755806.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -755858.312500 Penalty: 2624.248047
	Iteration 18Q: 3 clusters Score -755858.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -755903.875000 Penalty: 2624.248047
	Iteration 19Q: 3 clusters Score -755903.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -755939.875000 Penalty: 2624.248047
	Iteration 20F: 3 clusters Score -755939.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -755980.062500 Penalty: 2624.248047
	Iteration 21Q: 3 clusters Score -755980.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -756027.375000 Penalty: 2624.248047
	Iteration 22Q: 3 clusters Score -756027.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -756081.687500 Penalty: 2624.248047
	Iteration 23Q: 3 clusters Score -756081.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -756115.062500 Penalty: 2624.248047
	Iteration 24Q: 3 clusters Score -756115.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -756137.000000 Penalty: 2624.248047
	Iteration 25Q: 3 clusters Score -756137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -756164.000000 Penalty: 2624.248047
	Iteration 26Q: 3 clusters Score -756164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -756188.312500 Penalty: 2624.248047
	Iteration 27Q: 3 clusters Score -756188.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -756213.437500 Penalty: 2624.248047
	Iteration 28Q: 3 clusters Score -756213.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -756253.812500 Penalty: 2624.248047
	Iteration 29Q: 3 clusters Score -756253.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -756301.750000 Penalty: 2624.248047
	Iteration 30Q: 3 clusters Score -756301.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -756373.812500 Penalty: 2624.248047
	Iteration 31Q: 3 clusters Score -756373.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -756449.125000 Penalty: 2624.248047
	Iteration 32Q: 3 clusters Score -756449.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -756515.875000 Penalty: 2624.248047
	Iteration 33Q: 3 clusters Score -756515.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -756564.687500 Penalty: 2624.248047
	Iteration 34Q: 3 clusters Score -756564.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -756598.625000 Penalty: 2624.248047
	Iteration 35Q: 3 clusters Score -756598.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -756613.000000 Penalty: 2624.248047
	Iteration 36Q: 3 clusters Score -756613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -756619.750000 Penalty: 2624.248047
	Iteration 37Q: 3 clusters Score -756619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -756626.500000 Penalty: 2624.248047
	Iteration 38Q: 3 clusters Score -756626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -756629.312500 Penalty: 2624.248047
	Iteration 39Q: 3 clusters Score -756629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -756636.187500 Penalty: 2624.248047
	Iteration 40F: 3 clusters Score -756636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -756639.937500 Penalty: 2624.248047
	Iteration 41Q: 3 clusters Score -756639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -756640.312500 Penalty: 2624.248047
	Iteration 42Q: 3 clusters Score -756640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -756640.875000 Penalty: 2624.248047
	Iteration 43Q: 3 clusters Score -756640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -756640.875000 Penalty: 2624.248047
	Iteration 44F: 3 clusters Score -756640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Entering Unmasked Estep 
Score: -8875366.000000 Penalty: 1672.302856
	Iteration 0F: 2 clusters Score -8875366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -8826216.000000 Penalty: 3344.605713
	Iteration 0F: 3 clusters Score -8826216 nChanged 35453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -8846519.000000 Penalty: 3344.605713
	Iteration 1F: 3 clusters Score -8846519 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -8847604.000000 Penalty: 3344.605713
	Iteration 2Q: 3 clusters Score -8847604 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -8849105.000000 Penalty: 3344.605713
	Iteration 3Q: 3 clusters Score -8849105 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -8851247.000000 Penalty: 3344.605713
	Iteration 4F: 3 clusters Score -8851247 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -8854021.000000 Penalty: 3344.605713
	Iteration 5F: 3 clusters Score -8854021 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -8857081.000000 Penalty: 3344.605713
	Iteration 6F: 3 clusters Score -8857081 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8859936.000000 Penalty: 3344.605713
	Iteration 7F: 3 clusters Score -8859936 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -8862240.000000 Penalty: 3344.605713
	Iteration 8F: 3 clusters Score -8862240 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -8864110.000000 Penalty: 3344.605713
	Iteration 9Q: 3 clusters Score -8864110 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8865495.000000 Penalty: 3344.605713
	Iteration 10Q: 3 clusters Score -8865495 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8866432.000000 Penalty: 3344.605713
	Iteration 11Q: 3 clusters Score -8866432 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -8866988.000000 Penalty: 3344.605713
	Iteration 12Q: 3 clusters Score -8866988 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8867386.000000 Penalty: 3344.605713
	Iteration 13Q: 3 clusters Score -8867386 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -8867594.000000 Penalty: 3344.605713
	Iteration 14Q: 3 clusters Score -8867594 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -8867766.000000 Penalty: 3344.605713
	Iteration 15Q: 3 clusters Score -8867766 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -8867886.000000 Penalty: 3344.605713
	Iteration 16Q: 3 clusters Score -8867886 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -8868012.000000 Penalty: 3344.605713
	Iteration 17Q: 3 clusters Score -8868012 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -8868127.000000 Penalty: 3344.605713
	Iteration 18Q: 3 clusters Score -8868127 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -8868233.000000 Penalty: 3344.605713
	Iteration 19Q: 3 clusters Score -8868233 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -8868286.000000 Penalty: 3344.605713
	Iteration 20F: 3 clusters Score -8868286 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -8868368.000000 Penalty: 3344.605713
	Iteration 21Q: 3 clusters Score -8868368 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -8868425.000000 Penalty: 3344.605713
	Iteration 22Q: 3 clusters Score -8868425 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8868481.000000 Penalty: 3344.605713
	Iteration 23Q: 3 clusters Score -8868481 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -8868565.000000 Penalty: 3344.605713
	Iteration 24Q: 3 clusters Score -8868565 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -8868628.000000 Penalty: 3344.605713
	Iteration 25Q: 3 clusters Score -8868628 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -8868676.000000 Penalty: 3344.605713
	Iteration 26Q: 3 clusters Score -8868676 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -8868701.000000 Penalty: 3344.605713
	Iteration 27Q: 3 clusters Score -8868701 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -8868751.000000 Penalty: 3344.605713
	Iteration 28Q: 3 clusters Score -8868751 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -8868789.000000 Penalty: 3344.605713
	Iteration 29Q: 3 clusters Score -8868789 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8868841.000000 Penalty: 3344.605713
	Iteration 30Q: 3 clusters Score -8868841 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -8868936.000000 Penalty: 3344.605713
	Iteration 31Q: 3 clusters Score -8868936 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8868959.000000 Penalty: 3344.605713
	Iteration 32Q: 3 clusters Score -8868959 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -8869020.000000 Penalty: 3344.605713
	Iteration 33Q: 3 clusters Score -8869020 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -8869109.000000 Penalty: 3344.605713
	Iteration 34Q: 3 clusters Score -8869109 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8869171.000000 Penalty: 3344.605713
	Iteration 35Q: 3 clusters Score -8869171 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -8869249.000000 Penalty: 3344.605713
	Iteration 36Q: 3 clusters Score -8869249 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -8869322.000000 Penalty: 3344.605713
	Iteration 37Q: 3 clusters Score -8869322 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -8869389.000000 Penalty: 3344.605713
	Iteration 38Q: 3 clusters Score -8869389 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8869500.000000 Penalty: 3344.605713
	Iteration 39Q: 3 clusters Score -8869500 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8869607.000000 Penalty: 3344.605713
	Iteration 40F: 3 clusters Score -8869607 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -8869745.000000 Penalty: 3344.605713
	Iteration 41Q: 3 clusters Score -8869745 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8869881.000000 Penalty: 3344.605713
	Iteration 42Q: 3 clusters Score -8869881 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -8869973.000000 Penalty: 3344.605713
	Iteration 43Q: 3 clusters Score -8869973 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -8870065.000000 Penalty: 3344.605713
	Iteration 44Q: 3 clusters Score -8870065 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -8870242.000000 Penalty: 3344.605713
	Iteration 45Q: 3 clusters Score -8870242 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -8870426.000000 Penalty: 3344.605713
	Iteration 46Q: 3 clusters Score -8870426 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -8870567.000000 Penalty: 3344.605713
	Iteration 47Q: 3 clusters Score -8870567 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -8870771.000000 Penalty: 3344.605713
	Iteration 48Q: 3 clusters Score -8870771 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -8870979.000000 Penalty: 3344.605713
	Iteration 49Q: 3 clusters Score -8870979 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -8871242.000000 Penalty: 3344.605713
	Iteration 50Q: 3 clusters Score -8871242 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -8871488.000000 Penalty: 3344.605713
	Iteration 51Q: 3 clusters Score -8871488 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -8871781.000000 Penalty: 3344.605713
	Iteration 52Q: 3 clusters Score -8871781 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -8872097.000000 Penalty: 3344.605713
	Iteration 53Q: 3 clusters Score -8872097 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -8872286.000000 Penalty: 3344.605713
	Iteration 54Q: 3 clusters Score -8872286 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8872552.000000 Penalty: 3344.605713
	Iteration 55Q: 3 clusters Score -8872552 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -8872753.000000 Penalty: 3344.605713
	Iteration 56Q: 3 clusters Score -8872753 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -8872977.000000 Penalty: 3344.605713
	Iteration 57Q: 3 clusters Score -8872977 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -8873117.000000 Penalty: 3344.605713
	Iteration 58Q: 3 clusters Score -8873117 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -8873285.000000 Penalty: 3344.605713
	Iteration 59Q: 3 clusters Score -8873285 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -8873460.000000 Penalty: 3344.605713
	Iteration 60F: 3 clusters Score -8873460 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -8873603.000000 Penalty: 3344.605713
	Iteration 61Q: 3 clusters Score -8873603 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -8873748.000000 Penalty: 3344.605713
	Iteration 62Q: 3 clusters Score -8873748 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -8873859.000000 Penalty: 3344.605713
	Iteration 63Q: 3 clusters Score -8873859 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -8873991.000000 Penalty: 3344.605713
	Iteration 64Q: 3 clusters Score -8873991 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -8874073.000000 Penalty: 3344.605713
	Iteration 65Q: 3 clusters Score -8874073 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -8874255.000000 Penalty: 3344.605713
	Iteration 66Q: 3 clusters Score -8874255 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -8874382.000000 Penalty: 3344.605713
	Iteration 67Q: 3 clusters Score -8874382 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -8874429.000000 Penalty: 3344.605713
	Iteration 68Q: 3 clusters Score -8874429 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -8874505.000000 Penalty: 3344.605713
	Iteration 69Q: 3 clusters Score -8874505 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8874552.000000 Penalty: 3344.605713
	Iteration 70Q: 3 clusters Score -8874552 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -8874579.000000 Penalty: 3344.605713
	Iteration 71Q: 3 clusters Score -8874579 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8874625.000000 Penalty: 3344.605713
	Iteration 72Q: 3 clusters Score -8874625 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8874658.000000 Penalty: 3344.605713
	Iteration 73Q: 3 clusters Score -8874658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8874685.000000 Penalty: 3344.605713
	Iteration 74Q: 3 clusters Score -8874685 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -8874708.000000 Penalty: 3344.605713
	Iteration 75Q: 3 clusters Score -8874708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8874727.000000 Penalty: 3344.605713
	Iteration 76Q: 3 clusters Score -8874727 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -8874720.000000 Penalty: 3344.605713
	Iteration 77Q: 3 clusters Score -8874720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8874738.000000 Penalty: 3344.605713
	Iteration 78Q: 3 clusters Score -8874738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -8874742.000000 Penalty: 3344.605713
	Iteration 79Q: 3 clusters Score -8874742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8874737.000000 Penalty: 3344.605713
	Iteration 80F: 3 clusters Score -8874737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -8874754.000000 Penalty: 3344.605713
	Iteration 81Q: 3 clusters Score -8874754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -8874769.000000 Penalty: 3344.605713
	Iteration 82Q: 3 clusters Score -8874769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -8874769.000000 Penalty: 3344.605713
	Iteration 83Q: 3 clusters Score -8874769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -8874779.000000 Penalty: 3344.605713
	Iteration 84Q: 3 clusters Score -8874779 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -8874800.000000 Penalty: 3344.605713
	Iteration 85Q: 3 clusters Score -8874800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8874809.000000 Penalty: 3344.605713
	Iteration 86Q: 3 clusters Score -8874809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8874836.000000 Penalty: 3344.605713
	Iteration 87Q: 3 clusters Score -8874836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8874855.000000 Penalty: 3344.605713
	Iteration 88Q: 3 clusters Score -8874855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -8874841.000000 Penalty: 3344.605713
	Iteration 89Q: 3 clusters Score -8874841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8874852.000000 Penalty: 3344.605713
	Iteration 90Q: 3 clusters Score -8874852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8874845.000000 Penalty: 3344.605713
	Iteration 91Q: 3 clusters Score -8874845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -8874847.000000 Penalty: 3344.605713
	Iteration 92Q: 3 clusters Score -8874847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8874857.000000 Penalty: 3344.605713
	Iteration 93Q: 3 clusters Score -8874857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8874861.000000 Penalty: 3344.605713
	Iteration 94Q: 3 clusters Score -8874861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8874862.000000 Penalty: 3344.605713
	Iteration 95Q: 3 clusters Score -8874862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8874879.000000 Penalty: 3344.605713
	Iteration 96Q: 3 clusters Score -8874879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8874877.000000 Penalty: 3344.605713
	Iteration 97Q: 3 clusters Score -8874877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8874875.000000 Penalty: 3344.605713
	Iteration 98Q: 3 clusters Score -8874875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8874863.000000 Penalty: 3344.605713
	Iteration 99Q: 3 clusters Score -8874863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8874869.000000 Penalty: 3344.605713
	Iteration 100F: 3 clusters Score -8874869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8874876.000000 Penalty: 3344.605713
	Iteration 101Q: 3 clusters Score -8874876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8874886.000000 Penalty: 3344.605713
	Iteration 102Q: 3 clusters Score -8874886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -8874882.000000 Penalty: 3344.605713
	Iteration 103Q: 3 clusters Score -8874882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8874883.000000 Penalty: 3344.605713
	Iteration 104Q: 3 clusters Score -8874883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8874880.000000 Penalty: 3344.605713
	Iteration 105Q: 3 clusters Score -8874880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8874898.000000 Penalty: 3344.605713
	Iteration 106Q: 3 clusters Score -8874898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8874900.000000 Penalty: 3344.605713
	Iteration 107Q: 3 clusters Score -8874900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8874884.000000 Penalty: 3344.605713
	Iteration 108Q: 3 clusters Score -8874884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8874894.000000 Penalty: 3344.605713
	Iteration 109Q: 3 clusters Score -8874894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8874905.000000 Penalty: 3344.605713
	Iteration 110Q: 3 clusters Score -8874905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8874886.000000 Penalty: 3344.605713
	Iteration 111Q: 3 clusters Score -8874886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8874891.000000 Penalty: 3344.605713
	Iteration 112Q: 3 clusters Score -8874891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8874910.000000 Penalty: 3344.605713
	Iteration 113Q: 3 clusters Score -8874910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8874913.000000 Penalty: 3344.605713
	Iteration 114Q: 3 clusters Score -8874913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8874934.000000 Penalty: 3344.605713
	Iteration 115Q: 3 clusters Score -8874934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8874944.000000 Penalty: 3344.605713
	Iteration 116Q: 3 clusters Score -8874944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -8874944.000000 Penalty: 3344.605713
	Iteration 117Q: 3 clusters Score -8874944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8874941.000000 Penalty: 3344.605713
	Iteration 118Q: 3 clusters Score -8874941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8874940.000000 Penalty: 3344.605713
	Iteration 119Q: 3 clusters Score -8874940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8874947.000000 Penalty: 3344.605713
	Iteration 120F: 3 clusters Score -8874947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -8874956.000000 Penalty: 3344.605713
	Iteration 121Q: 3 clusters Score -8874956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -8874964.000000 Penalty: 3344.605713
	Iteration 122Q: 3 clusters Score -8874964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8874972.000000 Penalty: 3344.605713
	Iteration 123Q: 3 clusters Score -8874972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8874977.000000 Penalty: 3344.605713
	Iteration 124Q: 3 clusters Score -8874977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8874989.000000 Penalty: 3344.605713
	Iteration 125Q: 3 clusters Score -8874989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8874991.000000 Penalty: 3344.605713
	Iteration 126Q: 3 clusters Score -8874991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -8874977.000000 Penalty: 3344.605713
	Iteration 127Q: 3 clusters Score -8874977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8874979.000000 Penalty: 3344.605713
	Iteration 128Q: 3 clusters Score -8874979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8874974.000000 Penalty: 3344.605713
	Iteration 129Q: 3 clusters Score -8874974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8874975.000000 Penalty: 3344.605713
	Iteration 130Q: 3 clusters Score -8874975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8874973.000000 Penalty: 3344.605713
	Iteration 131Q: 3 clusters Score -8874973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8874989.000000 Penalty: 3344.605713
	Iteration 132Q: 3 clusters Score -8874989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8875008.000000 Penalty: 3344.605713
	Iteration 133Q: 3 clusters Score -8875008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8875002.000000 Penalty: 3344.605713
	Iteration 134Q: 3 clusters Score -8875002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8874997.000000 Penalty: 3344.605713
	Iteration 135Q: 3 clusters Score -8874997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8875003.000000 Penalty: 3344.605713
	Iteration 136Q: 3 clusters Score -8875003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8875006.000000 Penalty: 3344.605713
	Iteration 137Q: 3 clusters Score -8875006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8875011.000000 Penalty: 3344.605713
	Iteration 138Q: 3 clusters Score -8875011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8875014.000000 Penalty: 3344.605713
	Iteration 139Q: 3 clusters Score -8875014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8875018.000000 Penalty: 3344.605713
	Iteration 140F: 3 clusters Score -8875018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8875020.000000 Penalty: 3344.605713
	Iteration 141Q: 3 clusters Score -8875020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8875039.000000 Penalty: 3344.605713
	Iteration 142Q: 3 clusters Score -8875039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8875031.000000 Penalty: 3344.605713
	Iteration 143Q: 3 clusters Score -8875031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8875031.000000 Penalty: 3344.605713
	Iteration 144Q: 3 clusters Score -8875031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8875027.000000 Penalty: 3344.605713
	Iteration 145Q: 3 clusters Score -8875027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8875036.000000 Penalty: 3344.605713
	Iteration 146Q: 3 clusters Score -8875036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -8875034.000000 Penalty: 3344.605713
	Iteration 147Q: 3 clusters Score -8875034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8875036.000000 Penalty: 3344.605713
	Iteration 148Q: 3 clusters Score -8875036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8875044.000000 Penalty: 3344.605713
	Iteration 149Q: 3 clusters Score -8875044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8875046.000000 Penalty: 3344.605713
	Iteration 150Q: 3 clusters Score -8875046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8875037.000000 Penalty: 3344.605713
	Iteration 151Q: 3 clusters Score -8875037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8875050.000000 Penalty: 3344.605713
	Iteration 152Q: 3 clusters Score -8875050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8875047.000000 Penalty: 3344.605713
	Iteration 153Q: 3 clusters Score -8875047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8875058.000000 Penalty: 3344.605713
	Iteration 154Q: 3 clusters Score -8875058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8875066.000000 Penalty: 3344.605713
	Iteration 155Q: 3 clusters Score -8875066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8875057.000000 Penalty: 3344.605713
	Iteration 156Q: 3 clusters Score -8875057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8875057.000000 Penalty: 3344.605713
	Iteration 157Q: 3 clusters Score -8875057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8875047.000000 Penalty: 3344.605713
	Iteration 158Q: 3 clusters Score -8875047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8875052.000000 Penalty: 3344.605713
	Iteration 159Q: 3 clusters Score -8875052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8875059.000000 Penalty: 3344.605713
	Iteration 160F: 3 clusters Score -8875059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8875055.000000 Penalty: 3344.605713
	Iteration 161Q: 3 clusters Score -8875055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8875057.000000 Penalty: 3344.605713
	Iteration 162Q: 3 clusters Score -8875057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8875054.000000 Penalty: 3344.605713
	Iteration 163Q: 3 clusters Score -8875054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8875051.000000 Penalty: 3344.605713
	Iteration 164Q: 3 clusters Score -8875051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8875058.000000 Penalty: 3344.605713
	Iteration 165Q: 3 clusters Score -8875058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8875054.000000 Penalty: 3344.605713
	Iteration 166Q: 3 clusters Score -8875054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8875054.000000 Penalty: 3344.605713
	Iteration 167Q: 3 clusters Score -8875054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8875057.000000 Penalty: 3344.605713
	Iteration 168Q: 3 clusters Score -8875057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8875054.000000 Penalty: 3344.605713
	Iteration 169Q: 3 clusters Score -8875054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8875059.000000 Penalty: 3344.605713
	Iteration 170Q: 3 clusters Score -8875059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8875053.000000 Penalty: 3344.605713
	Iteration 171Q: 3 clusters Score -8875053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8875051.000000 Penalty: 3344.605713
	Iteration 172Q: 3 clusters Score -8875051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8875054.000000 Penalty: 3344.605713
	Iteration 173Q: 3 clusters Score -8875054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8875057.000000 Penalty: 3344.605713
	Iteration 174Q: 3 clusters Score -8875057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8875066.000000 Penalty: 3344.605713
	Iteration 175Q: 3 clusters Score -8875066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8875058.000000 Penalty: 3344.605713
	Iteration 176Q: 3 clusters Score -8875058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8875054.000000 Penalty: 3344.605713
	Iteration 177Q: 3 clusters Score -8875054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8875061.000000 Penalty: 3344.605713
	Iteration 178Q: 3 clusters Score -8875061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8875057.000000 Penalty: 3344.605713
	Iteration 179Q: 3 clusters Score -8875057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8875065.000000 Penalty: 3344.605713
	Iteration 180F: 3 clusters Score -8875065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8875064.000000 Penalty: 3344.605713
	Iteration 181Q: 3 clusters Score -8875064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8875072.000000 Penalty: 3344.605713
	Iteration 182Q: 3 clusters Score -8875072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8875070.000000 Penalty: 3344.605713
	Iteration 183Q: 3 clusters Score -8875070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8875060.000000 Penalty: 3344.605713
	Iteration 184Q: 3 clusters Score -8875060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8875066.000000 Penalty: 3344.605713
	Iteration 185Q: 3 clusters Score -8875066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8875066.000000 Penalty: 3344.605713
	Iteration 186Q: 3 clusters Score -8875066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8875059.000000 Penalty: 3344.605713
	Iteration 187Q: 3 clusters Score -8875059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8875061.000000 Penalty: 3344.605713
	Iteration 188Q: 3 clusters Score -8875061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8875063.000000 Penalty: 3344.605713
	Iteration 189Q: 3 clusters Score -8875063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8875063.000000 Penalty: 3344.605713
	Iteration 190F: 3 clusters Score -8875063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Entering Unmasked Estep 
Score: -7374880.500000 Penalty: 1648.520630
	Iteration 0F: 2 clusters Score -7374880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -7332653.500000 Penalty: 3297.041260
	Iteration 0F: 3 clusters Score -7332654 nChanged 30212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -7349695.000000 Penalty: 3297.041260
	Iteration 1F: 3 clusters Score -7349695 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7350518.000000 Penalty: 3297.041260
	Iteration 2Q: 3 clusters Score -7350518 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -7351467.500000 Penalty: 3297.041260
	Iteration 3Q: 3 clusters Score -7351468 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -7352598.000000 Penalty: 3297.041260
	Iteration 4Q: 3 clusters Score -7352598 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -7353955.500000 Penalty: 3297.041260
	Iteration 5Q: 3 clusters Score -7353956 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7355537.000000 Penalty: 3297.041260
	Iteration 6Q: 3 clusters Score -7355537 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -7357468.500000 Penalty: 3297.041260
	Iteration 7F: 3 clusters Score -7357468 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -7359717.500000 Penalty: 3297.041260
	Iteration 8F: 3 clusters Score -7359718 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -7362220.500000 Penalty: 3297.041260
	Iteration 9F: 3 clusters Score -7362220 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7364529.500000 Penalty: 3297.041260
	Iteration 10F: 3 clusters Score -7364530 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -7366190.500000 Penalty: 3297.041260
	Iteration 11Q: 3 clusters Score -7366190 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7367116.000000 Penalty: 3297.041260
	Iteration 12Q: 3 clusters Score -7367116 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -7367578.500000 Penalty: 3297.041260
	Iteration 13Q: 3 clusters Score -7367578 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -7367857.000000 Penalty: 3297.041260
	Iteration 14Q: 3 clusters Score -7367857 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -7368051.000000 Penalty: 3297.041260
	Iteration 15Q: 3 clusters Score -7368051 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7368272.500000 Penalty: 3297.041260
	Iteration 16Q: 3 clusters Score -7368272 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -7368498.000000 Penalty: 3297.041260
	Iteration 17Q: 3 clusters Score -7368498 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -7368728.000000 Penalty: 3297.041260
	Iteration 18Q: 3 clusters Score -7368728 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -7368889.500000 Penalty: 3297.041260
	Iteration 19Q: 3 clusters Score -7368890 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -7369087.000000 Penalty: 3297.041260
	Iteration 20F: 3 clusters Score -7369087 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -7369300.500000 Penalty: 3297.041260
	Iteration 21Q: 3 clusters Score -7369300 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -7369595.500000 Penalty: 3297.041260
	Iteration 22Q: 3 clusters Score -7369596 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -7369850.000000 Penalty: 3297.041260
	Iteration 23Q: 3 clusters Score -7369850 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -7370023.000000 Penalty: 3297.041260
	Iteration 24Q: 3 clusters Score -7370023 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -7370264.000000 Penalty: 3297.041260
	Iteration 25Q: 3 clusters Score -7370264 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -7370528.500000 Penalty: 3297.041260
	Iteration 26Q: 3 clusters Score -7370528 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -7370791.000000 Penalty: 3297.041260
	Iteration 27Q: 3 clusters Score -7370791 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -7371070.000000 Penalty: 3297.041260
	Iteration 28Q: 3 clusters Score -7371070 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -7371383.500000 Penalty: 3297.041260
	Iteration 29Q: 3 clusters Score -7371384 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -7371644.000000 Penalty: 3297.041260
	Iteration 30Q: 3 clusters Score -7371644 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7371927.000000 Penalty: 3297.041260
	Iteration 31Q: 3 clusters Score -7371927 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -7372187.500000 Penalty: 3297.041260
	Iteration 32Q: 3 clusters Score -7372188 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -7372390.000000 Penalty: 3297.041260
	Iteration 33Q: 3 clusters Score -7372390 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -7372576.500000 Penalty: 3297.041260
	Iteration 34Q: 3 clusters Score -7372576 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -7372787.500000 Penalty: 3297.041260
	Iteration 35Q: 3 clusters Score -7372788 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -7372965.500000 Penalty: 3297.041260
	Iteration 36Q: 3 clusters Score -7372966 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -7373158.000000 Penalty: 3297.041260
	Iteration 37Q: 3 clusters Score -7373158 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7373332.000000 Penalty: 3297.041260
	Iteration 38Q: 3 clusters Score -7373332 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -7373475.500000 Penalty: 3297.041260
	Iteration 39Q: 3 clusters Score -7373476 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -7373587.500000 Penalty: 3297.041260
	Iteration 40F: 3 clusters Score -7373588 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -7373742.500000 Penalty: 3297.041260
	Iteration 41Q: 3 clusters Score -7373742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -7373868.500000 Penalty: 3297.041260
	Iteration 42Q: 3 clusters Score -7373868 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -7374035.500000 Penalty: 3297.041260
	Iteration 43Q: 3 clusters Score -7374036 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -7374170.500000 Penalty: 3297.041260
	Iteration 44Q: 3 clusters Score -7374170 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -7374260.000000 Penalty: 3297.041260
	Iteration 45Q: 3 clusters Score -7374260 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7374397.000000 Penalty: 3297.041260
	Iteration 46Q: 3 clusters Score -7374397 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7374484.500000 Penalty: 3297.041260
	Iteration 47Q: 3 clusters Score -7374484 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -7374557.000000 Penalty: 3297.041260
	Iteration 48Q: 3 clusters Score -7374557 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -7374622.500000 Penalty: 3297.041260
	Iteration 49Q: 3 clusters Score -7374622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -7374678.500000 Penalty: 3297.041260
	Iteration 50Q: 3 clusters Score -7374678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -7374707.000000 Penalty: 3297.041260
	Iteration 51Q: 3 clusters Score -7374707 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -7374731.500000 Penalty: 3297.041260
	Iteration 52Q: 3 clusters Score -7374732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -7374777.500000 Penalty: 3297.041260
	Iteration 53Q: 3 clusters Score -7374778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -7374779.500000 Penalty: 3297.041260
	Iteration 54Q: 3 clusters Score -7374780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -7374789.500000 Penalty: 3297.041260
	Iteration 55Q: 3 clusters Score -7374790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -7374800.500000 Penalty: 3297.041260
	Iteration 56Q: 3 clusters Score -7374800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -7374806.500000 Penalty: 3297.041260
	Iteration 57Q: 3 clusters Score -7374806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -7374818.000000 Penalty: 3297.041260
	Iteration 58Q: 3 clusters Score -7374818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -7374817.500000 Penalty: 3297.041260
	Iteration 59Q: 3 clusters Score -7374818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -7374833.500000 Penalty: 3297.041260
	Iteration 60F: 3 clusters Score -7374834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7374843.500000 Penalty: 3297.041260
	Iteration 61Q: 3 clusters Score -7374844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -7374847.000000 Penalty: 3297.041260
	Iteration 62Q: 3 clusters Score -7374847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -7374846.500000 Penalty: 3297.041260
	Iteration 63Q: 3 clusters Score -7374846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -7374843.000000 Penalty: 3297.041260
	Iteration 64Q: 3 clusters Score -7374843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -7374846.500000 Penalty: 3297.041260
	Iteration 65Q: 3 clusters Score -7374846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -7374856.000000 Penalty: 3297.041260
	Iteration 66Q: 3 clusters Score -7374856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -7374871.000000 Penalty: 3297.041260
	Iteration 67Q: 3 clusters Score -7374871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -7374868.000000 Penalty: 3297.041260
	Iteration 68Q: 3 clusters Score -7374868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -7374870.000000 Penalty: 3297.041260
	Iteration 69Q: 3 clusters Score -7374870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -7374873.500000 Penalty: 3297.041260
	Iteration 70Q: 3 clusters Score -7374874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -7374868.000000 Penalty: 3297.041260
	Iteration 71Q: 3 clusters Score -7374868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -7374866.500000 Penalty: 3297.041260
	Iteration 72Q: 3 clusters Score -7374866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7374871.000000 Penalty: 3297.041260
	Iteration 73Q: 3 clusters Score -7374871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -7374869.000000 Penalty: 3297.041260
	Iteration 74Q: 3 clusters Score -7374869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -7374870.500000 Penalty: 3297.041260
	Iteration 75Q: 3 clusters Score -7374870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -7374867.500000 Penalty: 3297.041260
	Iteration 76Q: 3 clusters Score -7374868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -7374869.000000 Penalty: 3297.041260
	Iteration 77Q: 3 clusters Score -7374869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -7374877.000000 Penalty: 3297.041260
	Iteration 78Q: 3 clusters Score -7374877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -7374879.000000 Penalty: 3297.041260
	Iteration 79Q: 3 clusters Score -7374879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -7374879.000000 Penalty: 3297.041260
	Iteration 80F: 3 clusters Score -7374879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Entering Unmasked Estep 
Score: -1550117.250000 Penalty: 1419.894531
	Iteration 0F: 2 clusters Score -1550117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1540857.875000 Penalty: 2839.789062
	Iteration 0F: 3 clusters Score -1540858 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1543992.000000 Penalty: 2839.789062
	Iteration 1F: 3 clusters Score -1543992 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1544312.250000 Penalty: 2839.789062
	Iteration 2F: 3 clusters Score -1544312 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1544538.125000 Penalty: 2839.789062
	Iteration 3Q: 3 clusters Score -1544538 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1544708.125000 Penalty: 2839.789062
	Iteration 4Q: 3 clusters Score -1544708 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1544843.375000 Penalty: 2839.789062
	Iteration 5Q: 3 clusters Score -1544843 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1544976.375000 Penalty: 2839.789062
	Iteration 6Q: 3 clusters Score -1544976 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1545113.750000 Penalty: 2839.789062
	Iteration 7Q: 3 clusters Score -1545114 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1545230.125000 Penalty: 2839.789062
	Iteration 8Q: 3 clusters Score -1545230 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1545365.500000 Penalty: 2839.789062
	Iteration 9Q: 3 clusters Score -1545366 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1545518.750000 Penalty: 2839.789062
	Iteration 10Q: 3 clusters Score -1545519 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1545748.125000 Penalty: 2839.789062
	Iteration 11Q: 3 clusters Score -1545748 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1546074.500000 Penalty: 2839.789062
	Iteration 12Q: 3 clusters Score -1546074 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1546533.625000 Penalty: 2839.789062
	Iteration 13Q: 3 clusters Score -1546534 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1547087.125000 Penalty: 2839.789062
	Iteration 14Q: 3 clusters Score -1547087 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1547658.750000 Penalty: 2839.789062
	Iteration 15F: 3 clusters Score -1547659 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1548147.125000 Penalty: 2839.789062
	Iteration 16Q: 3 clusters Score -1548147 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1548487.750000 Penalty: 2839.789062
	Iteration 17Q: 3 clusters Score -1548488 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1548749.000000 Penalty: 2839.789062
	Iteration 18Q: 3 clusters Score -1548749 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1548933.125000 Penalty: 2839.789062
	Iteration 19Q: 3 clusters Score -1548933 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1549063.000000 Penalty: 2839.789062
	Iteration 20F: 3 clusters Score -1549063 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1549143.500000 Penalty: 2839.789062
	Iteration 21Q: 3 clusters Score -1549144 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1549197.125000 Penalty: 2839.789062
	Iteration 22Q: 3 clusters Score -1549197 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1549241.875000 Penalty: 2839.789062
	Iteration 23Q: 3 clusters Score -1549242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1549295.625000 Penalty: 2839.789062
	Iteration 24Q: 3 clusters Score -1549296 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1549351.000000 Penalty: 2839.789062
	Iteration 25Q: 3 clusters Score -1549351 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1549398.125000 Penalty: 2839.789062
	Iteration 26Q: 3 clusters Score -1549398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1549441.875000 Penalty: 2839.789062
	Iteration 27Q: 3 clusters Score -1549442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1549474.875000 Penalty: 2839.789062
	Iteration 28Q: 3 clusters Score -1549475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1549507.000000 Penalty: 2839.789062
	Iteration 29Q: 3 clusters Score -1549507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1549527.000000 Penalty: 2839.789062
	Iteration 30Q: 3 clusters Score -1549527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1549549.625000 Penalty: 2839.789062
	Iteration 31Q: 3 clusters Score -1549550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1549564.250000 Penalty: 2839.789062
	Iteration 32Q: 3 clusters Score -1549564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1549578.500000 Penalty: 2839.789062
	Iteration 33Q: 3 clusters Score -1549578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1549591.125000 Penalty: 2839.789062
	Iteration 34Q: 3 clusters Score -1549591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1549611.625000 Penalty: 2839.789062
	Iteration 35Q: 3 clusters Score -1549612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1549623.375000 Penalty: 2839.789062
	Iteration 36Q: 3 clusters Score -1549623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1549630.500000 Penalty: 2839.789062
	Iteration 37Q: 3 clusters Score -1549630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1549632.500000 Penalty: 2839.789062
	Iteration 38Q: 3 clusters Score -1549632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1549639.875000 Penalty: 2839.789062
	Iteration 39Q: 3 clusters Score -1549640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1549651.500000 Penalty: 2839.789062
	Iteration 40F: 3 clusters Score -1549652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1549658.875000 Penalty: 2839.789062
	Iteration 41Q: 3 clusters Score -1549659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1549662.625000 Penalty: 2839.789062
	Iteration 42Q: 3 clusters Score -1549663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1549677.750000 Penalty: 2839.789062
	Iteration 43Q: 3 clusters Score -1549678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1549687.750000 Penalty: 2839.789062
	Iteration 44Q: 3 clusters Score -1549688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1549700.750000 Penalty: 2839.789062
	Iteration 45Q: 3 clusters Score -1549701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1549702.000000 Penalty: 2839.789062
	Iteration 46Q: 3 clusters Score -1549702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1549706.875000 Penalty: 2839.789062
	Iteration 47Q: 3 clusters Score -1549707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1549711.625000 Penalty: 2839.789062
	Iteration 48Q: 3 clusters Score -1549712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1549717.875000 Penalty: 2839.789062
	Iteration 49Q: 3 clusters Score -1549718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1549720.125000 Penalty: 2839.789062
	Iteration 50Q: 3 clusters Score -1549720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1549728.125000 Penalty: 2839.789062
	Iteration 51Q: 3 clusters Score -1549728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1549733.625000 Penalty: 2839.789062
	Iteration 52Q: 3 clusters Score -1549734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1549740.375000 Penalty: 2839.789062
	Iteration 53Q: 3 clusters Score -1549740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1549747.500000 Penalty: 2839.789062
	Iteration 54Q: 3 clusters Score -1549748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1549757.875000 Penalty: 2839.789062
	Iteration 55Q: 3 clusters Score -1549758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1549759.750000 Penalty: 2839.789062
	Iteration 56Q: 3 clusters Score -1549760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1549762.000000 Penalty: 2839.789062
	Iteration 57Q: 3 clusters Score -1549762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1549770.875000 Penalty: 2839.789062
	Iteration 58Q: 3 clusters Score -1549771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1549775.750000 Penalty: 2839.789062
	Iteration 59Q: 3 clusters Score -1549776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1549775.375000 Penalty: 2839.789062
	Iteration 60F: 3 clusters Score -1549775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1549779.500000 Penalty: 2839.789062
	Iteration 61Q: 3 clusters Score -1549780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1549787.875000 Penalty: 2839.789062
	Iteration 62Q: 3 clusters Score -1549788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1549792.500000 Penalty: 2839.789062
	Iteration 63Q: 3 clusters Score -1549792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1549795.500000 Penalty: 2839.789062
	Iteration 64Q: 3 clusters Score -1549796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1549801.500000 Penalty: 2839.789062
	Iteration 65Q: 3 clusters Score -1549802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1549809.000000 Penalty: 2839.789062
	Iteration 66Q: 3 clusters Score -1549809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1549814.125000 Penalty: 2839.789062
	Iteration 67Q: 3 clusters Score -1549814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1549820.875000 Penalty: 2839.789062
	Iteration 68Q: 3 clusters Score -1549821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1549831.625000 Penalty: 2839.789062
	Iteration 69Q: 3 clusters Score -1549832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1549844.000000 Penalty: 2839.789062
	Iteration 70Q: 3 clusters Score -1549844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1549866.500000 Penalty: 2839.789062
	Iteration 71Q: 3 clusters Score -1549866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1549874.875000 Penalty: 2839.789062
	Iteration 72Q: 3 clusters Score -1549875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1549887.875000 Penalty: 2839.789062
	Iteration 73Q: 3 clusters Score -1549888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1549899.750000 Penalty: 2839.789062
	Iteration 74Q: 3 clusters Score -1549900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1549920.000000 Penalty: 2839.789062
	Iteration 75Q: 3 clusters Score -1549920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1549942.500000 Penalty: 2839.789062
	Iteration 76Q: 3 clusters Score -1549942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1549967.125000 Penalty: 2839.789062
	Iteration 77Q: 3 clusters Score -1549967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1550001.125000 Penalty: 2839.789062
	Iteration 78Q: 3 clusters Score -1550001 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1550056.750000 Penalty: 2839.789062
	Iteration 79Q: 3 clusters Score -1550057 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1550143.375000 Penalty: 2839.789062
	Iteration 80F: 3 clusters Score -1550143 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1550268.375000 Penalty: 2839.789062
	Iteration 81Q: 3 clusters Score -1550268 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1550412.875000 Penalty: 2839.789062
	Iteration 82Q: 3 clusters Score -1550413 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1550554.750000 Penalty: 2839.789062
	Iteration 83Q: 3 clusters Score -1550555 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1550625.750000 Penalty: 2839.789062
	Iteration 84Q: 3 clusters Score -1550626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1550669.250000 Penalty: 2839.789062
	Iteration 85Q: 3 clusters Score -1550669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1550683.500000 Penalty: 2839.789062
	Iteration 86Q: 3 clusters Score -1550684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1550692.875000 Penalty: 2839.789062
	Iteration 87Q: 3 clusters Score -1550693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1550702.875000 Penalty: 2839.789062
	Iteration 88Q: 3 clusters Score -1550703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1550704.875000 Penalty: 2839.789062
	Iteration 89Q: 3 clusters Score -1550705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1550711.875000 Penalty: 2839.789062
	Iteration 90Q: 3 clusters Score -1550712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1550713.125000 Penalty: 2839.789062
	Iteration 91Q: 3 clusters Score -1550713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1550712.500000 Penalty: 2839.789062
	Iteration 92Q: 3 clusters Score -1550712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1550716.625000 Penalty: 2839.789062
	Iteration 93Q: 3 clusters Score -1550717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1550717.875000 Penalty: 2839.789062
	Iteration 94Q: 3 clusters Score -1550718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1550717.875000 Penalty: 2839.789062
	Iteration 95Q: 3 clusters Score -1550718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1550715.375000 Penalty: 2839.789062
	Iteration 96Q: 3 clusters Score -1550715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1550721.750000 Penalty: 2839.789062
	Iteration 97Q: 3 clusters Score -1550722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1550722.625000 Penalty: 2839.789062
	Iteration 98Q: 3 clusters Score -1550723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1550723.625000 Penalty: 2839.789062
	Iteration 99Q: 3 clusters Score -1550724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1550723.750000 Penalty: 2839.789062
	Iteration 100F: 3 clusters Score -1550724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1550727.125000 Penalty: 2839.789062
	Iteration 101Q: 3 clusters Score -1550727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1550730.875000 Penalty: 2839.789062
	Iteration 102Q: 3 clusters Score -1550731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1550732.375000 Penalty: 2839.789062
	Iteration 103Q: 3 clusters Score -1550732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1550738.875000 Penalty: 2839.789062
	Iteration 104Q: 3 clusters Score -1550739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1550737.500000 Penalty: 2839.789062
	Iteration 105Q: 3 clusters Score -1550738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1550741.250000 Penalty: 2839.789062
	Iteration 106Q: 3 clusters Score -1550741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1550744.250000 Penalty: 2839.789062
	Iteration 107Q: 3 clusters Score -1550744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1550741.750000 Penalty: 2839.789062
	Iteration 108Q: 3 clusters Score -1550742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1550743.750000 Penalty: 2839.789062
	Iteration 109Q: 3 clusters Score -1550744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1550741.000000 Penalty: 2839.789062
	Iteration 110Q: 3 clusters Score -1550741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1550741.500000 Penalty: 2839.789062
	Iteration 111Q: 3 clusters Score -1550742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1550746.125000 Penalty: 2839.789062
	Iteration 112Q: 3 clusters Score -1550746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1550745.250000 Penalty: 2839.789062
	Iteration 113Q: 3 clusters Score -1550745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1550746.000000 Penalty: 2839.789062
	Iteration 114Q: 3 clusters Score -1550746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1550746.000000 Penalty: 2839.789062
	Iteration 115F: 3 clusters Score -1550746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 19438 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 122813 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Mstep: Class 52 contains 5612 members 
Mstep: Class 53 contains 345 members 
Mstep: Class 54 contains 10565 members 
Entering Unmasked Estep 
Score: -111020624.000000 Penalty: 111040.804688
Splitting cluster 20 changes total score from -111015320.000000 to -111020624.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 21 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -48925.851562 Penalty: 915.526672
	Iteration 0F: 2 clusters Score -48925.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48096.054688 Penalty: 1831.053345
	Iteration 0F: 3 clusters Score -48096.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48273.105469 Penalty: 1831.053345
	Iteration 1F: 3 clusters Score -48273.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48322.031250 Penalty: 1831.053345
	Iteration 2Q: 3 clusters Score -48322.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48368.937500 Penalty: 1831.053345
	Iteration 3Q: 3 clusters Score -48368.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48388.417969 Penalty: 1831.053345
	Iteration 4Q: 3 clusters Score -48388.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48409.949219 Penalty: 1831.053345
	Iteration 5Q: 3 clusters Score -48409.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48426.460938 Penalty: 1831.053345
	Iteration 6Q: 3 clusters Score -48426.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48452.289062 Penalty: 1831.053345
	Iteration 7Q: 3 clusters Score -48452.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48494.796875 Penalty: 1831.053345
	Iteration 8Q: 3 clusters Score -48494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48523.933594 Penalty: 1831.053345
	Iteration 9Q: 3 clusters Score -48523.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48554.734375 Penalty: 1831.053345
	Iteration 10Q: 3 clusters Score -48554.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48574.625000 Penalty: 1831.053345
	Iteration 11Q: 3 clusters Score -48574.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48582.054688 Penalty: 1831.053345
	Iteration 12Q: 3 clusters Score -48582.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48584.437500 Penalty: 1831.053345
	Iteration 13Q: 3 clusters Score -48584.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48586.007812 Penalty: 1831.053345
	Iteration 14Q: 3 clusters Score -48586.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48586.007812 Penalty: 1831.053345
	Iteration 15F: 3 clusters Score -48586.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -653494.750000 Penalty: 1292.816772
	Iteration 0F: 2 clusters Score -653494.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -649261.500000 Penalty: 2585.633545
	Iteration 0F: 3 clusters Score -649261.5 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -650514.062500 Penalty: 2585.633545
	Iteration 1F: 3 clusters Score -650514.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -650738.375000 Penalty: 2585.633545
	Iteration 2F: 3 clusters Score -650738.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -650912.187500 Penalty: 2585.633545
	Iteration 3F: 3 clusters Score -650912.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -651045.750000 Penalty: 2585.633545
	Iteration 4Q: 3 clusters Score -651045.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -651153.375000 Penalty: 2585.633545
	Iteration 5Q: 3 clusters Score -651153.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -651256.062500 Penalty: 2585.633545
	Iteration 6Q: 3 clusters Score -651256.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -651346.750000 Penalty: 2585.633545
	Iteration 7Q: 3 clusters Score -651346.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -651422.125000 Penalty: 2585.633545
	Iteration 8Q: 3 clusters Score -651422.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -651491.687500 Penalty: 2585.633545
	Iteration 9Q: 3 clusters Score -651491.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -651559.125000 Penalty: 2585.633545
	Iteration 10Q: 3 clusters Score -651559.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -651628.687500 Penalty: 2585.633545
	Iteration 11Q: 3 clusters Score -651628.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -651688.437500 Penalty: 2585.633545
	Iteration 12Q: 3 clusters Score -651688.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -651749.500000 Penalty: 2585.633545
	Iteration 13Q: 3 clusters Score -651749.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -651812.312500 Penalty: 2585.633545
	Iteration 14Q: 3 clusters Score -651812.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -651871.875000 Penalty: 2585.633545
	Iteration 15Q: 3 clusters Score -651871.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -651908.312500 Penalty: 2585.633545
	Iteration 16Q: 3 clusters Score -651908.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -651947.000000 Penalty: 2585.633545
	Iteration 17Q: 3 clusters Score -651947 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -651988.062500 Penalty: 2585.633545
	Iteration 18Q: 3 clusters Score -651988.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -652019.812500 Penalty: 2585.633545
	Iteration 19Q: 3 clusters Score -652019.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -652052.187500 Penalty: 2585.633545
	Iteration 20F: 3 clusters Score -652052.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -652081.437500 Penalty: 2585.633545
	Iteration 21Q: 3 clusters Score -652081.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -652109.500000 Penalty: 2585.633545
	Iteration 22Q: 3 clusters Score -652109.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -652127.437500 Penalty: 2585.633545
	Iteration 23Q: 3 clusters Score -652127.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -652142.250000 Penalty: 2585.633545
	Iteration 24Q: 3 clusters Score -652142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -652154.812500 Penalty: 2585.633545
	Iteration 25Q: 3 clusters Score -652154.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -652171.750000 Penalty: 2585.633545
	Iteration 26Q: 3 clusters Score -652171.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -652189.500000 Penalty: 2585.633545
	Iteration 27Q: 3 clusters Score -652189.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -652198.375000 Penalty: 2585.633545
	Iteration 28Q: 3 clusters Score -652198.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -652208.875000 Penalty: 2585.633545
	Iteration 29Q: 3 clusters Score -652208.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -652216.937500 Penalty: 2585.633545
	Iteration 30Q: 3 clusters Score -652216.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -652221.500000 Penalty: 2585.633545
	Iteration 31Q: 3 clusters Score -652221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -652224.375000 Penalty: 2585.633545
	Iteration 32Q: 3 clusters Score -652224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -652226.437500 Penalty: 2585.633545
	Iteration 33Q: 3 clusters Score -652226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -652230.187500 Penalty: 2585.633545
	Iteration 34Q: 3 clusters Score -652230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -652233.125000 Penalty: 2585.633545
	Iteration 35Q: 3 clusters Score -652233.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -652237.062500 Penalty: 2585.633545
	Iteration 36Q: 3 clusters Score -652237.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -652238.750000 Penalty: 2585.633545
	Iteration 37Q: 3 clusters Score -652238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -652240.625000 Penalty: 2585.633545
	Iteration 38Q: 3 clusters Score -652240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -652239.562500 Penalty: 2585.633545
	Iteration 39Q: 3 clusters Score -652239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -652241.375000 Penalty: 2585.633545
	Iteration 40F: 3 clusters Score -652241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -652241.062500 Penalty: 2585.633545
	Iteration 41Q: 3 clusters Score -652241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -652241.062500 Penalty: 2585.633545
	Iteration 42F: 3 clusters Score -652241.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -128480.757812 Penalty: 1072.529541
	Iteration 0F: 2 clusters Score -128480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127012.601562 Penalty: 2145.059082
	Iteration 0F: 3 clusters Score -127012.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127334.437500 Penalty: 2145.059082
	Iteration 1F: 3 clusters Score -127334.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127445.281250 Penalty: 2145.059082
	Iteration 2F: 3 clusters Score -127445.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127520.554688 Penalty: 2145.059082
	Iteration 3Q: 3 clusters Score -127520.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127584.320312 Penalty: 2145.059082
	Iteration 4Q: 3 clusters Score -127584.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127637.734375 Penalty: 2145.059082
	Iteration 5Q: 3 clusters Score -127637.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127677.351562 Penalty: 2145.059082
	Iteration 6Q: 3 clusters Score -127677.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -127715.726562 Penalty: 2145.059082
	Iteration 7Q: 3 clusters Score -127715.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127752.203125 Penalty: 2145.059082
	Iteration 8Q: 3 clusters Score -127752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127788.757812 Penalty: 2145.059082
	Iteration 9Q: 3 clusters Score -127788.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127841.679688 Penalty: 2145.059082
	Iteration 10Q: 3 clusters Score -127841.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127921.562500 Penalty: 2145.059082
	Iteration 11Q: 3 clusters Score -127921.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127993.187500 Penalty: 2145.059082
	Iteration 12Q: 3 clusters Score -127993.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128085.039062 Penalty: 2145.059082
	Iteration 13Q: 3 clusters Score -128085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128175.937500 Penalty: 2145.059082
	Iteration 14Q: 3 clusters Score -128175.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128263.007812 Penalty: 2145.059082
	Iteration 15Q: 3 clusters Score -128263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -128307.343750 Penalty: 2145.059082
	Iteration 16Q: 3 clusters Score -128307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -128347.437500 Penalty: 2145.059082
	Iteration 17Q: 3 clusters Score -128347.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128373.000000 Penalty: 2145.059082
	Iteration 18Q: 3 clusters Score -128373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128387.289062 Penalty: 2145.059082
	Iteration 19Q: 3 clusters Score -128387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128395.273438 Penalty: 2145.059082
	Iteration 20F: 3 clusters Score -128395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -128398.460938 Penalty: 2145.059082
	Iteration 21Q: 3 clusters Score -128398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128398.750000 Penalty: 2145.059082
	Iteration 22Q: 3 clusters Score -128398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128398.750000 Penalty: 2145.059082
	Iteration 23F: 3 clusters Score -128398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Entering Unmasked Estep 
Score: -7464609.000000 Penalty: 1653.301147
	Iteration 0F: 2 clusters Score -7464609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7421105.000000 Penalty: 3306.602295
	Iteration 0F: 3 clusters Score -7421105 nChanged 31311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -7439046.500000 Penalty: 3306.602295
	Iteration 1F: 3 clusters Score -7439046 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7439987.000000 Penalty: 3306.602295
	Iteration 2Q: 3 clusters Score -7439987 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -7441155.500000 Penalty: 3306.602295
	Iteration 3Q: 3 clusters Score -7441156 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -7442612.000000 Penalty: 3306.602295
	Iteration 4Q: 3 clusters Score -7442612 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -7444312.000000 Penalty: 3306.602295
	Iteration 5F: 3 clusters Score -7444312 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -7446498.500000 Penalty: 3306.602295
	Iteration 6F: 3 clusters Score -7446498 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -7449169.500000 Penalty: 3306.602295
	Iteration 7F: 3 clusters Score -7449170 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -7452025.500000 Penalty: 3306.602295
	Iteration 8F: 3 clusters Score -7452026 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -7454551.500000 Penalty: 3306.602295
	Iteration 9F: 3 clusters Score -7454552 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -7456403.500000 Penalty: 3306.602295
	Iteration 10Q: 3 clusters Score -7456404 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -7457617.500000 Penalty: 3306.602295
	Iteration 11Q: 3 clusters Score -7457618 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -7458355.500000 Penalty: 3306.602295
	Iteration 12Q: 3 clusters Score -7458356 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -7458845.000000 Penalty: 3306.602295
	Iteration 13Q: 3 clusters Score -7458845 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -7459201.500000 Penalty: 3306.602295
	Iteration 14Q: 3 clusters Score -7459202 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -7459570.500000 Penalty: 3306.602295
	Iteration 15Q: 3 clusters Score -7459570 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -7459901.500000 Penalty: 3306.602295
	Iteration 16Q: 3 clusters Score -7459902 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -7460253.500000 Penalty: 3306.602295
	Iteration 17Q: 3 clusters Score -7460254 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -7460681.000000 Penalty: 3306.602295
	Iteration 18Q: 3 clusters Score -7460681 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -7461009.500000 Penalty: 3306.602295
	Iteration 19Q: 3 clusters Score -7461010 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7461270.500000 Penalty: 3306.602295
	Iteration 20F: 3 clusters Score -7461270 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7461485.000000 Penalty: 3306.602295
	Iteration 21Q: 3 clusters Score -7461485 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7461735.500000 Penalty: 3306.602295
	Iteration 22Q: 3 clusters Score -7461736 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -7461961.000000 Penalty: 3306.602295
	Iteration 23Q: 3 clusters Score -7461961 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -7462094.000000 Penalty: 3306.602295
	Iteration 24Q: 3 clusters Score -7462094 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7462240.000000 Penalty: 3306.602295
	Iteration 25Q: 3 clusters Score -7462240 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7462307.500000 Penalty: 3306.602295
	Iteration 26Q: 3 clusters Score -7462308 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -7462366.500000 Penalty: 3306.602295
	Iteration 27Q: 3 clusters Score -7462366 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -7462405.500000 Penalty: 3306.602295
	Iteration 28Q: 3 clusters Score -7462406 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -7462452.500000 Penalty: 3306.602295
	Iteration 29Q: 3 clusters Score -7462452 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7462465.500000 Penalty: 3306.602295
	Iteration 30Q: 3 clusters Score -7462466 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7462496.000000 Penalty: 3306.602295
	Iteration 31Q: 3 clusters Score -7462496 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -7462507.000000 Penalty: 3306.602295
	Iteration 32Q: 3 clusters Score -7462507 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -7462563.000000 Penalty: 3306.602295
	Iteration 33Q: 3 clusters Score -7462563 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -7462584.500000 Penalty: 3306.602295
	Iteration 34Q: 3 clusters Score -7462584 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -7462608.000000 Penalty: 3306.602295
	Iteration 35Q: 3 clusters Score -7462608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7462630.500000 Penalty: 3306.602295
	Iteration 36Q: 3 clusters Score -7462630 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -7462664.000000 Penalty: 3306.602295
	Iteration 37Q: 3 clusters Score -7462664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7462694.000000 Penalty: 3306.602295
	Iteration 38Q: 3 clusters Score -7462694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -7462678.000000 Penalty: 3306.602295
	Iteration 39Q: 3 clusters Score -7462678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -7462700.000000 Penalty: 3306.602295
	Iteration 40F: 3 clusters Score -7462700 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -7462750.000000 Penalty: 3306.602295
	Iteration 41Q: 3 clusters Score -7462750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -7462740.500000 Penalty: 3306.602295
	Iteration 42Q: 3 clusters Score -7462740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7462761.500000 Penalty: 3306.602295
	Iteration 43Q: 3 clusters Score -7462762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7462781.500000 Penalty: 3306.602295
	Iteration 44Q: 3 clusters Score -7462782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -7462763.500000 Penalty: 3306.602295
	Iteration 45Q: 3 clusters Score -7462764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7462784.000000 Penalty: 3306.602295
	Iteration 46Q: 3 clusters Score -7462784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -7462780.000000 Penalty: 3306.602295
	Iteration 47Q: 3 clusters Score -7462780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7462786.000000 Penalty: 3306.602295
	Iteration 48Q: 3 clusters Score -7462786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -7462800.500000 Penalty: 3306.602295
	Iteration 49Q: 3 clusters Score -7462800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -7462796.500000 Penalty: 3306.602295
	Iteration 50Q: 3 clusters Score -7462796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -7462787.000000 Penalty: 3306.602295
	Iteration 51Q: 3 clusters Score -7462787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7462788.000000 Penalty: 3306.602295
	Iteration 52Q: 3 clusters Score -7462788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -7462795.500000 Penalty: 3306.602295
	Iteration 53Q: 3 clusters Score -7462796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -7462792.500000 Penalty: 3306.602295
	Iteration 54Q: 3 clusters Score -7462792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -7462801.500000 Penalty: 3306.602295
	Iteration 55Q: 3 clusters Score -7462802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -7462806.000000 Penalty: 3306.602295
	Iteration 56Q: 3 clusters Score -7462806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -7462799.500000 Penalty: 3306.602295
	Iteration 57Q: 3 clusters Score -7462800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -7462807.000000 Penalty: 3306.602295
	Iteration 58Q: 3 clusters Score -7462807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -7462799.000000 Penalty: 3306.602295
	Iteration 59Q: 3 clusters Score -7462799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7462809.500000 Penalty: 3306.602295
	Iteration 60F: 3 clusters Score -7462810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -7462804.000000 Penalty: 3306.602295
	Iteration 61Q: 3 clusters Score -7462804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -7462800.000000 Penalty: 3306.602295
	Iteration 62Q: 3 clusters Score -7462800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -7462805.000000 Penalty: 3306.602295
	Iteration 63Q: 3 clusters Score -7462805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7462808.500000 Penalty: 3306.602295
	Iteration 64Q: 3 clusters Score -7462808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7462816.500000 Penalty: 3306.602295
	Iteration 65Q: 3 clusters Score -7462816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -7462811.500000 Penalty: 3306.602295
	Iteration 66Q: 3 clusters Score -7462812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -7462826.500000 Penalty: 3306.602295
	Iteration 67Q: 3 clusters Score -7462826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7462824.500000 Penalty: 3306.602295
	Iteration 68Q: 3 clusters Score -7462824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -7462828.500000 Penalty: 3306.602295
	Iteration 69Q: 3 clusters Score -7462828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -7462841.500000 Penalty: 3306.602295
	Iteration 70Q: 3 clusters Score -7462842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -7462843.000000 Penalty: 3306.602295
	Iteration 71Q: 3 clusters Score -7462843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -7462839.000000 Penalty: 3306.602295
	Iteration 72Q: 3 clusters Score -7462839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -7462851.500000 Penalty: 3306.602295
	Iteration 73Q: 3 clusters Score -7462852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7462859.000000 Penalty: 3306.602295
	Iteration 74Q: 3 clusters Score -7462859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7462857.000000 Penalty: 3306.602295
	Iteration 75Q: 3 clusters Score -7462857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -7462878.000000 Penalty: 3306.602295
	Iteration 76Q: 3 clusters Score -7462878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7462880.000000 Penalty: 3306.602295
	Iteration 77Q: 3 clusters Score -7462880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -7462889.000000 Penalty: 3306.602295
	Iteration 78Q: 3 clusters Score -7462889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -7462885.000000 Penalty: 3306.602295
	Iteration 79Q: 3 clusters Score -7462885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -7462877.000000 Penalty: 3306.602295
	Iteration 80F: 3 clusters Score -7462877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -7462893.000000 Penalty: 3306.602295
	Iteration 81Q: 3 clusters Score -7462893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -7462890.000000 Penalty: 3306.602295
	Iteration 82Q: 3 clusters Score -7462890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -7462891.500000 Penalty: 3306.602295
	Iteration 83Q: 3 clusters Score -7462892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -7462896.500000 Penalty: 3306.602295
	Iteration 84Q: 3 clusters Score -7462896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7462897.500000 Penalty: 3306.602295
	Iteration 85Q: 3 clusters Score -7462898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7462893.500000 Penalty: 3306.602295
	Iteration 86Q: 3 clusters Score -7462894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -7462897.500000 Penalty: 3306.602295
	Iteration 87Q: 3 clusters Score -7462898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7462903.500000 Penalty: 3306.602295
	Iteration 88Q: 3 clusters Score -7462904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7462898.500000 Penalty: 3306.602295
	Iteration 89Q: 3 clusters Score -7462898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -7462894.500000 Penalty: 3306.602295
	Iteration 90Q: 3 clusters Score -7462894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -7462908.000000 Penalty: 3306.602295
	Iteration 91Q: 3 clusters Score -7462908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7462906.500000 Penalty: 3306.602295
	Iteration 92Q: 3 clusters Score -7462906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -7462897.500000 Penalty: 3306.602295
	Iteration 93Q: 3 clusters Score -7462898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -7462907.000000 Penalty: 3306.602295
	Iteration 94Q: 3 clusters Score -7462907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -7462903.500000 Penalty: 3306.602295
	Iteration 95Q: 3 clusters Score -7462904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -7462903.500000 Penalty: 3306.602295
	Iteration 96Q: 3 clusters Score -7462904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7462910.000000 Penalty: 3306.602295
	Iteration 97Q: 3 clusters Score -7462910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -7462915.500000 Penalty: 3306.602295
	Iteration 98Q: 3 clusters Score -7462916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -7462917.000000 Penalty: 3306.602295
	Iteration 99Q: 3 clusters Score -7462917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -7462913.000000 Penalty: 3306.602295
	Iteration 100F: 3 clusters Score -7462913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -7462917.000000 Penalty: 3306.602295
	Iteration 101Q: 3 clusters Score -7462917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -7462906.500000 Penalty: 3306.602295
	Iteration 102Q: 3 clusters Score -7462906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7462908.000000 Penalty: 3306.602295
	Iteration 103Q: 3 clusters Score -7462908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -7462911.500000 Penalty: 3306.602295
	Iteration 104Q: 3 clusters Score -7462912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7462912.500000 Penalty: 3306.602295
	Iteration 105Q: 3 clusters Score -7462912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -7462918.500000 Penalty: 3306.602295
	Iteration 106Q: 3 clusters Score -7462918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -7462917.000000 Penalty: 3306.602295
	Iteration 107Q: 3 clusters Score -7462917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -7462920.500000 Penalty: 3306.602295
	Iteration 108Q: 3 clusters Score -7462920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -7462926.500000 Penalty: 3306.602295
	Iteration 109Q: 3 clusters Score -7462926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -7462932.500000 Penalty: 3306.602295
	Iteration 110Q: 3 clusters Score -7462932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7462928.000000 Penalty: 3306.602295
	Iteration 111Q: 3 clusters Score -7462928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -7462920.500000 Penalty: 3306.602295
	Iteration 112Q: 3 clusters Score -7462920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7462916.000000 Penalty: 3306.602295
	Iteration 113Q: 3 clusters Score -7462916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7462922.500000 Penalty: 3306.602295
	Iteration 114Q: 3 clusters Score -7462922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -7462913.500000 Penalty: 3306.602295
	Iteration 115Q: 3 clusters Score -7462914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -7462907.500000 Penalty: 3306.602295
	Iteration 116Q: 3 clusters Score -7462908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7462903.500000 Penalty: 3306.602295
	Iteration 117Q: 3 clusters Score -7462904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -7462908.500000 Penalty: 3306.602295
	Iteration 118Q: 3 clusters Score -7462908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7462907.500000 Penalty: 3306.602295
	Iteration 119Q: 3 clusters Score -7462908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7462906.000000 Penalty: 3306.602295
	Iteration 120F: 3 clusters Score -7462906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7462912.000000 Penalty: 3306.602295
	Iteration 121Q: 3 clusters Score -7462912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -7462907.500000 Penalty: 3306.602295
	Iteration 122Q: 3 clusters Score -7462908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7462913.500000 Penalty: 3306.602295
	Iteration 123Q: 3 clusters Score -7462914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -7462904.500000 Penalty: 3306.602295
	Iteration 124Q: 3 clusters Score -7462904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -7462919.000000 Penalty: 3306.602295
	Iteration 125Q: 3 clusters Score -7462919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -7462911.500000 Penalty: 3306.602295
	Iteration 126Q: 3 clusters Score -7462912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -7462913.000000 Penalty: 3306.602295
	Iteration 127Q: 3 clusters Score -7462913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7462914.000000 Penalty: 3306.602295
	Iteration 128Q: 3 clusters Score -7462914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -7462921.000000 Penalty: 3306.602295
	Iteration 129Q: 3 clusters Score -7462921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -7462926.000000 Penalty: 3306.602295
	Iteration 130Q: 3 clusters Score -7462926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -7462925.000000 Penalty: 3306.602295
	Iteration 131Q: 3 clusters Score -7462925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -7462919.500000 Penalty: 3306.602295
	Iteration 132Q: 3 clusters Score -7462920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -7462925.000000 Penalty: 3306.602295
	Iteration 133Q: 3 clusters Score -7462925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -7462917.500000 Penalty: 3306.602295
	Iteration 134Q: 3 clusters Score -7462918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -7462923.000000 Penalty: 3306.602295
	Iteration 135Q: 3 clusters Score -7462923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -7462915.500000 Penalty: 3306.602295
	Iteration 136Q: 3 clusters Score -7462916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -7462919.500000 Penalty: 3306.602295
	Iteration 137Q: 3 clusters Score -7462920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -7462923.500000 Penalty: 3306.602295
	Iteration 138Q: 3 clusters Score -7462924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -7462922.500000 Penalty: 3306.602295
	Iteration 139Q: 3 clusters Score -7462922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -7462922.500000 Penalty: 3306.602295
	Iteration 140F: 3 clusters Score -7462922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -7462927.500000 Penalty: 3306.602295
	Iteration 141Q: 3 clusters Score -7462928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -7462921.500000 Penalty: 3306.602295
	Iteration 142Q: 3 clusters Score -7462922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -7462930.000000 Penalty: 3306.602295
	Iteration 143Q: 3 clusters Score -7462930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -7462923.500000 Penalty: 3306.602295
	Iteration 144Q: 3 clusters Score -7462924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -7462910.500000 Penalty: 3306.602295
	Iteration 145Q: 3 clusters Score -7462910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -7462923.500000 Penalty: 3306.602295
	Iteration 146Q: 3 clusters Score -7462924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -7462930.000000 Penalty: 3306.602295
	Iteration 147Q: 3 clusters Score -7462930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -7462930.000000 Penalty: 3306.602295
	Iteration 148Q: 3 clusters Score -7462930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -7462945.000000 Penalty: 3306.602295
	Iteration 149Q: 3 clusters Score -7462945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -7462958.000000 Penalty: 3306.602295
	Iteration 150Q: 3 clusters Score -7462958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -7462948.000000 Penalty: 3306.602295
	Iteration 151Q: 3 clusters Score -7462948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7462937.000000 Penalty: 3306.602295
	Iteration 152Q: 3 clusters Score -7462937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -7462940.000000 Penalty: 3306.602295
	Iteration 153Q: 3 clusters Score -7462940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -7462952.500000 Penalty: 3306.602295
	Iteration 154Q: 3 clusters Score -7462952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -7462966.000000 Penalty: 3306.602295
	Iteration 155Q: 3 clusters Score -7462966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -7462959.000000 Penalty: 3306.602295
	Iteration 156Q: 3 clusters Score -7462959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -7462959.000000 Penalty: 3306.602295
	Iteration 157Q: 3 clusters Score -7462959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -7462957.500000 Penalty: 3306.602295
	Iteration 158Q: 3 clusters Score -7462958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -7462949.500000 Penalty: 3306.602295
	Iteration 159Q: 3 clusters Score -7462950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -7462950.500000 Penalty: 3306.602295
	Iteration 160F: 3 clusters Score -7462950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -7462973.000000 Penalty: 3306.602295
	Iteration 161Q: 3 clusters Score -7462973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7462977.000000 Penalty: 3306.602295
	Iteration 162Q: 3 clusters Score -7462977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -7462982.000000 Penalty: 3306.602295
	Iteration 163Q: 3 clusters Score -7462982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -7462981.000000 Penalty: 3306.602295
	Iteration 164Q: 3 clusters Score -7462981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -7462978.000000 Penalty: 3306.602295
	Iteration 165Q: 3 clusters Score -7462978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -7462963.500000 Penalty: 3306.602295
	Iteration 166Q: 3 clusters Score -7462964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -7462969.500000 Penalty: 3306.602295
	Iteration 167Q: 3 clusters Score -7462970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -7462972.500000 Penalty: 3306.602295
	Iteration 168Q: 3 clusters Score -7462972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -7462959.500000 Penalty: 3306.602295
	Iteration 169Q: 3 clusters Score -7462960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7462952.500000 Penalty: 3306.602295
	Iteration 170Q: 3 clusters Score -7462952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -7462965.000000 Penalty: 3306.602295
	Iteration 171Q: 3 clusters Score -7462965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -7462971.000000 Penalty: 3306.602295
	Iteration 172Q: 3 clusters Score -7462971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -7462965.500000 Penalty: 3306.602295
	Iteration 173Q: 3 clusters Score -7462966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7462966.000000 Penalty: 3306.602295
	Iteration 174Q: 3 clusters Score -7462966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -7462982.500000 Penalty: 3306.602295
	Iteration 175Q: 3 clusters Score -7462982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -7462975.500000 Penalty: 3306.602295
	Iteration 176Q: 3 clusters Score -7462976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -7462966.000000 Penalty: 3306.602295
	Iteration 177Q: 3 clusters Score -7462966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -7462972.500000 Penalty: 3306.602295
	Iteration 178Q: 3 clusters Score -7462972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -7462975.500000 Penalty: 3306.602295
	Iteration 179Q: 3 clusters Score -7462976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -7462966.500000 Penalty: 3306.602295
	Iteration 180F: 3 clusters Score -7462966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -7462959.000000 Penalty: 3306.602295
	Iteration 181Q: 3 clusters Score -7462959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -7462969.000000 Penalty: 3306.602295
	Iteration 182Q: 3 clusters Score -7462969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7462984.500000 Penalty: 3306.602295
	Iteration 183Q: 3 clusters Score -7462984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -7462981.500000 Penalty: 3306.602295
	Iteration 184Q: 3 clusters Score -7462982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -7463005.500000 Penalty: 3306.602295
	Iteration 185Q: 3 clusters Score -7463006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -7463011.500000 Penalty: 3306.602295
	Iteration 186Q: 3 clusters Score -7463012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -7463023.500000 Penalty: 3306.602295
	Iteration 187Q: 3 clusters Score -7463024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7463010.000000 Penalty: 3306.602295
	Iteration 188Q: 3 clusters Score -7463010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -7463021.000000 Penalty: 3306.602295
	Iteration 189Q: 3 clusters Score -7463021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -7463019.500000 Penalty: 3306.602295
	Iteration 190Q: 3 clusters Score -7463020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -7463015.500000 Penalty: 3306.602295
	Iteration 191Q: 3 clusters Score -7463016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -7463014.000000 Penalty: 3306.602295
	Iteration 192Q: 3 clusters Score -7463014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -7463016.500000 Penalty: 3306.602295
	Iteration 193Q: 3 clusters Score -7463016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -7463019.500000 Penalty: 3306.602295
	Iteration 194Q: 3 clusters Score -7463020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -7463021.500000 Penalty: 3306.602295
	Iteration 195Q: 3 clusters Score -7463022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -7463015.000000 Penalty: 3306.602295
	Iteration 196Q: 3 clusters Score -7463015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -7463023.000000 Penalty: 3306.602295
	Iteration 197Q: 3 clusters Score -7463023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -7463014.500000 Penalty: 3306.602295
	Iteration 198Q: 3 clusters Score -7463014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -7463025.500000 Penalty: 3306.602295
	Iteration 199Q: 3 clusters Score -7463026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -7463030.500000 Penalty: 3306.602295
	Iteration 200F: 3 clusters Score -7463030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -7463009.500000 Penalty: 3306.602295
	Iteration 201Q: 3 clusters Score -7463010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -7463024.000000 Penalty: 3306.602295
	Iteration 202Q: 3 clusters Score -7463024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -7463030.000000 Penalty: 3306.602295
	Iteration 203Q: 3 clusters Score -7463030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -7463034.000000 Penalty: 3306.602295
	Iteration 204Q: 3 clusters Score -7463034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7463025.500000 Penalty: 3306.602295
	Iteration 205Q: 3 clusters Score -7463026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7463043.000000 Penalty: 3306.602295
	Iteration 206Q: 3 clusters Score -7463043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -7463045.000000 Penalty: 3306.602295
	Iteration 207Q: 3 clusters Score -7463045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -7463052.000000 Penalty: 3306.602295
	Iteration 208Q: 3 clusters Score -7463052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -7463056.500000 Penalty: 3306.602295
	Iteration 209Q: 3 clusters Score -7463056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7463052.000000 Penalty: 3306.602295
	Iteration 210Q: 3 clusters Score -7463052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -7463057.000000 Penalty: 3306.602295
	Iteration 211Q: 3 clusters Score -7463057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -7463056.000000 Penalty: 3306.602295
	Iteration 212Q: 3 clusters Score -7463056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -7463076.500000 Penalty: 3306.602295
	Iteration 213Q: 3 clusters Score -7463076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -7463087.500000 Penalty: 3306.602295
	Iteration 214Q: 3 clusters Score -7463088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -7463084.500000 Penalty: 3306.602295
	Iteration 215Q: 3 clusters Score -7463084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -7463101.500000 Penalty: 3306.602295
	Iteration 216Q: 3 clusters Score -7463102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -7463113.500000 Penalty: 3306.602295
	Iteration 217Q: 3 clusters Score -7463114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7463110.500000 Penalty: 3306.602295
	Iteration 218Q: 3 clusters Score -7463110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -7463116.000000 Penalty: 3306.602295
	Iteration 219Q: 3 clusters Score -7463116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -7463128.500000 Penalty: 3306.602295
	Iteration 220F: 3 clusters Score -7463128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -7463134.500000 Penalty: 3306.602295
	Iteration 221Q: 3 clusters Score -7463134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -7463137.500000 Penalty: 3306.602295
	Iteration 222Q: 3 clusters Score -7463138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -7463137.500000 Penalty: 3306.602295
	Iteration 223Q: 3 clusters Score -7463138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7463150.000000 Penalty: 3306.602295
	Iteration 224Q: 3 clusters Score -7463150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7463171.500000 Penalty: 3306.602295
	Iteration 225Q: 3 clusters Score -7463172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -7463158.500000 Penalty: 3306.602295
	Iteration 226Q: 3 clusters Score -7463158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -7463158.000000 Penalty: 3306.602295
	Iteration 227Q: 3 clusters Score -7463158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -7463176.000000 Penalty: 3306.602295
	Iteration 228Q: 3 clusters Score -7463176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -7463176.500000 Penalty: 3306.602295
	Iteration 229Q: 3 clusters Score -7463176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -7463183.000000 Penalty: 3306.602295
	Iteration 230Q: 3 clusters Score -7463183 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -7463193.000000 Penalty: 3306.602295
	Iteration 231Q: 3 clusters Score -7463193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -7463213.000000 Penalty: 3306.602295
	Iteration 232Q: 3 clusters Score -7463213 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -7463220.500000 Penalty: 3306.602295
	Iteration 233Q: 3 clusters Score -7463220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -7463202.500000 Penalty: 3306.602295
	Iteration 234Q: 3 clusters Score -7463202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -7463216.000000 Penalty: 3306.602295
	Iteration 235Q: 3 clusters Score -7463216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -7463227.000000 Penalty: 3306.602295
	Iteration 236Q: 3 clusters Score -7463227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -7463226.000000 Penalty: 3306.602295
	Iteration 237Q: 3 clusters Score -7463226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -7463217.000000 Penalty: 3306.602295
	Iteration 238Q: 3 clusters Score -7463217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -7463215.500000 Penalty: 3306.602295
	Iteration 239Q: 3 clusters Score -7463216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -7463210.000000 Penalty: 3306.602295
	Iteration 240F: 3 clusters Score -7463210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -7463227.500000 Penalty: 3306.602295
	Iteration 241Q: 3 clusters Score -7463228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7463222.500000 Penalty: 3306.602295
	Iteration 242Q: 3 clusters Score -7463222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -7463228.000000 Penalty: 3306.602295
	Iteration 243Q: 3 clusters Score -7463228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -7463238.500000 Penalty: 3306.602295
	Iteration 244Q: 3 clusters Score -7463238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -7463227.000000 Penalty: 3306.602295
	Iteration 245Q: 3 clusters Score -7463227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -7463237.000000 Penalty: 3306.602295
	Iteration 246Q: 3 clusters Score -7463237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -7463241.000000 Penalty: 3306.602295
	Iteration 247Q: 3 clusters Score -7463241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -7463242.000000 Penalty: 3306.602295
	Iteration 248Q: 3 clusters Score -7463242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -7463238.500000 Penalty: 3306.602295
	Iteration 249Q: 3 clusters Score -7463238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -7463235.000000 Penalty: 3306.602295
	Iteration 250Q: 3 clusters Score -7463235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -7463235.500000 Penalty: 3306.602295
	Iteration 251Q: 3 clusters Score -7463236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -7463227.500000 Penalty: 3306.602295
	Iteration 252Q: 3 clusters Score -7463228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -7463228.500000 Penalty: 3306.602295
	Iteration 253Q: 3 clusters Score -7463228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -7463236.500000 Penalty: 3306.602295
	Iteration 254Q: 3 clusters Score -7463236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -7463228.000000 Penalty: 3306.602295
	Iteration 255Q: 3 clusters Score -7463228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -7463240.500000 Penalty: 3306.602295
	Iteration 256Q: 3 clusters Score -7463240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -7463242.000000 Penalty: 3306.602295
	Iteration 257Q: 3 clusters Score -7463242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -7463252.500000 Penalty: 3306.602295
	Iteration 258Q: 3 clusters Score -7463252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7463260.500000 Penalty: 3306.602295
	Iteration 259Q: 3 clusters Score -7463260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -7463272.500000 Penalty: 3306.602295
	Iteration 260F: 3 clusters Score -7463272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -7463276.000000 Penalty: 3306.602295
	Iteration 261Q: 3 clusters Score -7463276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7463291.000000 Penalty: 3306.602295
	Iteration 262Q: 3 clusters Score -7463291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -7463287.500000 Penalty: 3306.602295
	Iteration 263Q: 3 clusters Score -7463288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -7463308.500000 Penalty: 3306.602295
	Iteration 264Q: 3 clusters Score -7463308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -7463318.000000 Penalty: 3306.602295
	Iteration 265Q: 3 clusters Score -7463318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -7463328.500000 Penalty: 3306.602295
	Iteration 266Q: 3 clusters Score -7463328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -7463340.500000 Penalty: 3306.602295
	Iteration 267Q: 3 clusters Score -7463340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -7463336.000000 Penalty: 3306.602295
	Iteration 268Q: 3 clusters Score -7463336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -7463337.000000 Penalty: 3306.602295
	Iteration 269Q: 3 clusters Score -7463337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -7463330.000000 Penalty: 3306.602295
	Iteration 270Q: 3 clusters Score -7463330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -7463332.000000 Penalty: 3306.602295
	Iteration 271Q: 3 clusters Score -7463332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -7463339.500000 Penalty: 3306.602295
	Iteration 272Q: 3 clusters Score -7463340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -7463350.500000 Penalty: 3306.602295
	Iteration 273Q: 3 clusters Score -7463350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -7463365.500000 Penalty: 3306.602295
	Iteration 274Q: 3 clusters Score -7463366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -7463376.500000 Penalty: 3306.602295
	Iteration 275Q: 3 clusters Score -7463376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -7463387.000000 Penalty: 3306.602295
	Iteration 276Q: 3 clusters Score -7463387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -7463394.500000 Penalty: 3306.602295
	Iteration 277Q: 3 clusters Score -7463394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -7463405.000000 Penalty: 3306.602295
	Iteration 278Q: 3 clusters Score -7463405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -7463420.500000 Penalty: 3306.602295
	Iteration 279Q: 3 clusters Score -7463420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -7463435.000000 Penalty: 3306.602295
	Iteration 280F: 3 clusters Score -7463435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -7463437.000000 Penalty: 3306.602295
	Iteration 281Q: 3 clusters Score -7463437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -7463442.000000 Penalty: 3306.602295
	Iteration 282Q: 3 clusters Score -7463442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -7463441.500000 Penalty: 3306.602295
	Iteration 283Q: 3 clusters Score -7463442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -7463445.000000 Penalty: 3306.602295
	Iteration 284Q: 3 clusters Score -7463445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -7463449.500000 Penalty: 3306.602295
	Iteration 285Q: 3 clusters Score -7463450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -7463443.500000 Penalty: 3306.602295
	Iteration 286Q: 3 clusters Score -7463444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -7463454.000000 Penalty: 3306.602295
	Iteration 287Q: 3 clusters Score -7463454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -7463450.500000 Penalty: 3306.602295
	Iteration 288Q: 3 clusters Score -7463450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -7463462.000000 Penalty: 3306.602295
	Iteration 289Q: 3 clusters Score -7463462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -7463456.500000 Penalty: 3306.602295
	Iteration 290Q: 3 clusters Score -7463456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -7463451.500000 Penalty: 3306.602295
	Iteration 291Q: 3 clusters Score -7463452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -7463455.500000 Penalty: 3306.602295
	Iteration 292Q: 3 clusters Score -7463456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -7463457.000000 Penalty: 3306.602295
	Iteration 293Q: 3 clusters Score -7463457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -7463460.000000 Penalty: 3306.602295
	Iteration 294Q: 3 clusters Score -7463460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -7463448.500000 Penalty: 3306.602295
	Iteration 295Q: 3 clusters Score -7463448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -7463456.000000 Penalty: 3306.602295
	Iteration 296Q: 3 clusters Score -7463456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -7463459.000000 Penalty: 3306.602295
	Iteration 297Q: 3 clusters Score -7463459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -7463451.500000 Penalty: 3306.602295
	Iteration 298Q: 3 clusters Score -7463452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -7463451.500000 Penalty: 3306.602295
	Iteration 299Q: 3 clusters Score -7463452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -7463461.500000 Penalty: 3306.602295
	Iteration 300F: 3 clusters Score -7463462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -7463459.000000 Penalty: 3306.602295
	Iteration 301Q: 3 clusters Score -7463459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -7463459.500000 Penalty: 3306.602295
	Iteration 302Q: 3 clusters Score -7463460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -7463473.500000 Penalty: 3306.602295
	Iteration 303Q: 3 clusters Score -7463474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -7463471.500000 Penalty: 3306.602295
	Iteration 304Q: 3 clusters Score -7463472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -7463477.500000 Penalty: 3306.602295
	Iteration 305Q: 3 clusters Score -7463478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -7463463.000000 Penalty: 3306.602295
	Iteration 306Q: 3 clusters Score -7463463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -7463471.500000 Penalty: 3306.602295
	Iteration 307Q: 3 clusters Score -7463472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -7463462.500000 Penalty: 3306.602295
	Iteration 308Q: 3 clusters Score -7463462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -7463462.500000 Penalty: 3306.602295
	Iteration 309Q: 3 clusters Score -7463462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -7463462.500000 Penalty: 3306.602295
	Iteration 310F: 3 clusters Score -7463462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -75620.164062 Penalty: 1007.151794
	Iteration 0F: 2 clusters Score -75620.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74508.914062 Penalty: 2014.303589
	Iteration 0F: 3 clusters Score -74508.91 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74818.585938 Penalty: 2014.303589
	Iteration 1F: 3 clusters Score -74818.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74942.085938 Penalty: 2014.303589
	Iteration 2F: 3 clusters Score -74942.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75086.710938 Penalty: 2014.303589
	Iteration 3Q: 3 clusters Score -75086.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75261.453125 Penalty: 2014.303589
	Iteration 4F: 3 clusters Score -75261.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75446.320312 Penalty: 2014.303589
	Iteration 5F: 3 clusters Score -75446.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75605.781250 Penalty: 2014.303589
	Iteration 6Q: 3 clusters Score -75605.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75756.531250 Penalty: 2014.303589
	Iteration 7Q: 3 clusters Score -75756.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75878.375000 Penalty: 2014.303589
	Iteration 8Q: 3 clusters Score -75878.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76088.812500 Penalty: 2014.303589
	Iteration 9Q: 3 clusters Score -76088.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76341.156250 Penalty: 2014.303589
	Iteration 10Q: 3 clusters Score -76341.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76874.062500 Penalty: 2014.303589
	Iteration 11Q: 3 clusters Score -76874.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77116.023438 Penalty: 2014.303589
	Iteration 12Q: 3 clusters Score -77116.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77284.062500 Penalty: 2014.303589
	Iteration 13Q: 3 clusters Score -77284.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77284.062500 Penalty: 2014.303589
	Iteration 14F: 3 clusters Score -77284.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 399 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 19438 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 122813 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Mstep: Class 52 contains 5612 members 
Mstep: Class 53 contains 345 members 
Mstep: Class 54 contains 10565 members 
Mstep: Class 55 contains 471 members 
Entering Unmasked Estep 
Score: -111021296.000000 Penalty: 113097.117188
Splitting cluster 25 changes total score from -111015320.000000 to -111021296.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -548015.187500 Penalty: 1268.956787
	Iteration 0F: 2 clusters Score -548015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -544298.625000 Penalty: 2537.913574
	Iteration 0F: 3 clusters Score -544298.6 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -545372.062500 Penalty: 2537.913574
	Iteration 1F: 3 clusters Score -545372.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -545616.500000 Penalty: 2537.913574
	Iteration 2F: 3 clusters Score -545616.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -545790.312500 Penalty: 2537.913574
	Iteration 3F: 3 clusters Score -545790.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -545910.937500 Penalty: 2537.913574
	Iteration 4Q: 3 clusters Score -545910.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -546021.500000 Penalty: 2537.913574
	Iteration 5Q: 3 clusters Score -546021.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -546107.687500 Penalty: 2537.913574
	Iteration 6Q: 3 clusters Score -546107.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -546206.625000 Penalty: 2537.913574
	Iteration 7Q: 3 clusters Score -546206.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -546300.125000 Penalty: 2537.913574
	Iteration 8Q: 3 clusters Score -546300.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -546402.500000 Penalty: 2537.913574
	Iteration 9Q: 3 clusters Score -546402.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -546490.312500 Penalty: 2537.913574
	Iteration 10Q: 3 clusters Score -546490.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -546561.500000 Penalty: 2537.913574
	Iteration 11Q: 3 clusters Score -546561.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -546619.250000 Penalty: 2537.913574
	Iteration 12Q: 3 clusters Score -546619.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -546681.437500 Penalty: 2537.913574
	Iteration 13Q: 3 clusters Score -546681.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -546731.125000 Penalty: 2537.913574
	Iteration 14Q: 3 clusters Score -546731.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -546773.812500 Penalty: 2537.913574
	Iteration 15Q: 3 clusters Score -546773.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -546811.187500 Penalty: 2537.913574
	Iteration 16Q: 3 clusters Score -546811.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -546841.937500 Penalty: 2537.913574
	Iteration 17Q: 3 clusters Score -546841.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -546879.187500 Penalty: 2537.913574
	Iteration 18Q: 3 clusters Score -546879.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -546917.750000 Penalty: 2537.913574
	Iteration 19Q: 3 clusters Score -546917.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -546942.375000 Penalty: 2537.913574
	Iteration 20F: 3 clusters Score -546942.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -546962.250000 Penalty: 2537.913574
	Iteration 21Q: 3 clusters Score -546962.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -546974.312500 Penalty: 2537.913574
	Iteration 22Q: 3 clusters Score -546974.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -546987.000000 Penalty: 2537.913574
	Iteration 23Q: 3 clusters Score -546987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -547002.375000 Penalty: 2537.913574
	Iteration 24Q: 3 clusters Score -547002.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -547015.562500 Penalty: 2537.913574
	Iteration 25Q: 3 clusters Score -547015.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -547023.812500 Penalty: 2537.913574
	Iteration 26Q: 3 clusters Score -547023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -547032.062500 Penalty: 2537.913574
	Iteration 27Q: 3 clusters Score -547032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -547038.687500 Penalty: 2537.913574
	Iteration 28Q: 3 clusters Score -547038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -547042.000000 Penalty: 2537.913574
	Iteration 29Q: 3 clusters Score -547042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -547047.375000 Penalty: 2537.913574
	Iteration 30Q: 3 clusters Score -547047.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -547057.250000 Penalty: 2537.913574
	Iteration 31Q: 3 clusters Score -547057.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -547066.875000 Penalty: 2537.913574
	Iteration 32Q: 3 clusters Score -547066.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -547075.937500 Penalty: 2537.913574
	Iteration 33Q: 3 clusters Score -547075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -547083.375000 Penalty: 2537.913574
	Iteration 34Q: 3 clusters Score -547083.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -547090.750000 Penalty: 2537.913574
	Iteration 35Q: 3 clusters Score -547090.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -547099.250000 Penalty: 2537.913574
	Iteration 36Q: 3 clusters Score -547099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -547105.375000 Penalty: 2537.913574
	Iteration 37Q: 3 clusters Score -547105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -547109.125000 Penalty: 2537.913574
	Iteration 38Q: 3 clusters Score -547109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -547113.250000 Penalty: 2537.913574
	Iteration 39Q: 3 clusters Score -547113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -547116.562500 Penalty: 2537.913574
	Iteration 40F: 3 clusters Score -547116.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -547121.187500 Penalty: 2537.913574
	Iteration 41Q: 3 clusters Score -547121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -547123.187500 Penalty: 2537.913574
	Iteration 42Q: 3 clusters Score -547123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -547124.687500 Penalty: 2537.913574
	Iteration 43Q: 3 clusters Score -547124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -547125.500000 Penalty: 2537.913574
	Iteration 44Q: 3 clusters Score -547125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -547127.437500 Penalty: 2537.913574
	Iteration 45Q: 3 clusters Score -547127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -547127.812500 Penalty: 2537.913574
	Iteration 46Q: 3 clusters Score -547127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -547130.062500 Penalty: 2537.913574
	Iteration 47Q: 3 clusters Score -547130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -547133.937500 Penalty: 2537.913574
	Iteration 48Q: 3 clusters Score -547133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -547137.000000 Penalty: 2537.913574
	Iteration 49Q: 3 clusters Score -547137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -547140.750000 Penalty: 2537.913574
	Iteration 50Q: 3 clusters Score -547140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -547144.500000 Penalty: 2537.913574
	Iteration 51Q: 3 clusters Score -547144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -547146.687500 Penalty: 2537.913574
	Iteration 52Q: 3 clusters Score -547146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -547146.250000 Penalty: 2537.913574
	Iteration 53Q: 3 clusters Score -547146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -547147.875000 Penalty: 2537.913574
	Iteration 54Q: 3 clusters Score -547147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -547151.187500 Penalty: 2537.913574
	Iteration 55Q: 3 clusters Score -547151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -547153.750000 Penalty: 2537.913574
	Iteration 56Q: 3 clusters Score -547153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -547153.562500 Penalty: 2537.913574
	Iteration 57Q: 3 clusters Score -547153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -547153.687500 Penalty: 2537.913574
	Iteration 58Q: 3 clusters Score -547153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -547154.562500 Penalty: 2537.913574
	Iteration 59Q: 3 clusters Score -547154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -547154.750000 Penalty: 2537.913574
	Iteration 60F: 3 clusters Score -547154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -547155.375000 Penalty: 2537.913574
	Iteration 61Q: 3 clusters Score -547155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -547155.375000 Penalty: 2537.913574
	Iteration 62F: 3 clusters Score -547155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -656182.000000 Penalty: 1295.476562
	Iteration 0F: 2 clusters Score -656182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -651883.187500 Penalty: 2590.953125
	Iteration 0F: 3 clusters Score -651883.2 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -653253.812500 Penalty: 2590.953125
	Iteration 1F: 3 clusters Score -653253.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -653596.250000 Penalty: 2590.953125
	Iteration 2F: 3 clusters Score -653596.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -653819.125000 Penalty: 2590.953125
	Iteration 3F: 3 clusters Score -653819.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -653988.437500 Penalty: 2590.953125
	Iteration 4Q: 3 clusters Score -653988.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -654118.562500 Penalty: 2590.953125
	Iteration 5Q: 3 clusters Score -654118.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -654207.125000 Penalty: 2590.953125
	Iteration 6Q: 3 clusters Score -654207.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -654278.312500 Penalty: 2590.953125
	Iteration 7Q: 3 clusters Score -654278.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -654343.375000 Penalty: 2590.953125
	Iteration 8Q: 3 clusters Score -654343.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -654399.500000 Penalty: 2590.953125
	Iteration 9Q: 3 clusters Score -654399.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -654452.125000 Penalty: 2590.953125
	Iteration 10Q: 3 clusters Score -654452.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -654500.437500 Penalty: 2590.953125
	Iteration 11Q: 3 clusters Score -654500.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -654551.062500 Penalty: 2590.953125
	Iteration 12Q: 3 clusters Score -654551.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -654587.562500 Penalty: 2590.953125
	Iteration 13Q: 3 clusters Score -654587.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -654622.062500 Penalty: 2590.953125
	Iteration 14Q: 3 clusters Score -654622.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -654659.750000 Penalty: 2590.953125
	Iteration 15Q: 3 clusters Score -654659.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -654697.937500 Penalty: 2590.953125
	Iteration 16Q: 3 clusters Score -654697.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -654742.375000 Penalty: 2590.953125
	Iteration 17Q: 3 clusters Score -654742.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -654795.062500 Penalty: 2590.953125
	Iteration 18Q: 3 clusters Score -654795.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -654848.937500 Penalty: 2590.953125
	Iteration 19Q: 3 clusters Score -654848.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -654906.687500 Penalty: 2590.953125
	Iteration 20F: 3 clusters Score -654906.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -654960.125000 Penalty: 2590.953125
	Iteration 21Q: 3 clusters Score -654960.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -655007.437500 Penalty: 2590.953125
	Iteration 22Q: 3 clusters Score -655007.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -655050.875000 Penalty: 2590.953125
	Iteration 23Q: 3 clusters Score -655050.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -655088.625000 Penalty: 2590.953125
	Iteration 24Q: 3 clusters Score -655088.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -655124.125000 Penalty: 2590.953125
	Iteration 25Q: 3 clusters Score -655124.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -655148.937500 Penalty: 2590.953125
	Iteration 26Q: 3 clusters Score -655148.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -655171.375000 Penalty: 2590.953125
	Iteration 27Q: 3 clusters Score -655171.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -655189.937500 Penalty: 2590.953125
	Iteration 28Q: 3 clusters Score -655189.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -655217.500000 Penalty: 2590.953125
	Iteration 29Q: 3 clusters Score -655217.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -655238.687500 Penalty: 2590.953125
	Iteration 30Q: 3 clusters Score -655238.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -655260.375000 Penalty: 2590.953125
	Iteration 31Q: 3 clusters Score -655260.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -655283.562500 Penalty: 2590.953125
	Iteration 32Q: 3 clusters Score -655283.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -655301.625000 Penalty: 2590.953125
	Iteration 33Q: 3 clusters Score -655301.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -655323.562500 Penalty: 2590.953125
	Iteration 34Q: 3 clusters Score -655323.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -655345.750000 Penalty: 2590.953125
	Iteration 35Q: 3 clusters Score -655345.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -655355.750000 Penalty: 2590.953125
	Iteration 36Q: 3 clusters Score -655355.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -655365.250000 Penalty: 2590.953125
	Iteration 37Q: 3 clusters Score -655365.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -655370.625000 Penalty: 2590.953125
	Iteration 38Q: 3 clusters Score -655370.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -655376.187500 Penalty: 2590.953125
	Iteration 39Q: 3 clusters Score -655376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -655380.687500 Penalty: 2590.953125
	Iteration 40F: 3 clusters Score -655380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -655384.750000 Penalty: 2590.953125
	Iteration 41Q: 3 clusters Score -655384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -655385.812500 Penalty: 2590.953125
	Iteration 42Q: 3 clusters Score -655385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -655386.812500 Penalty: 2590.953125
	Iteration 43Q: 3 clusters Score -655386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -655388.500000 Penalty: 2590.953125
	Iteration 44Q: 3 clusters Score -655388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -655388.812500 Penalty: 2590.953125
	Iteration 45Q: 3 clusters Score -655388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -655389.687500 Penalty: 2590.953125
	Iteration 46Q: 3 clusters Score -655389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -655389.687500 Penalty: 2590.953125
	Iteration 47F: 3 clusters Score -655389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Entering Unmasked Estep 
Score: -2230544.250000 Penalty: 1469.397705
	Iteration 0F: 2 clusters Score -2230544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2217776.000000 Penalty: 2938.795410
	Iteration 0F: 3 clusters Score -2217776 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2222488.000000 Penalty: 2938.795410
	Iteration 1F: 3 clusters Score -2222488 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2222953.250000 Penalty: 2938.795410
	Iteration 2F: 3 clusters Score -2222953 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2223453.250000 Penalty: 2938.795410
	Iteration 3F: 3 clusters Score -2223453 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2223992.250000 Penalty: 2938.795410
	Iteration 4Q: 3 clusters Score -2223992 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2224498.250000 Penalty: 2938.795410
	Iteration 5Q: 3 clusters Score -2224498 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2224951.250000 Penalty: 2938.795410
	Iteration 6Q: 3 clusters Score -2224951 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2225399.500000 Penalty: 2938.795410
	Iteration 7Q: 3 clusters Score -2225400 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2225867.500000 Penalty: 2938.795410
	Iteration 8Q: 3 clusters Score -2225868 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2226429.500000 Penalty: 2938.795410
	Iteration 9Q: 3 clusters Score -2226430 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2227022.250000 Penalty: 2938.795410
	Iteration 10Q: 3 clusters Score -2227022 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2227649.000000 Penalty: 2938.795410
	Iteration 11Q: 3 clusters Score -2227649 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2228298.750000 Penalty: 2938.795410
	Iteration 12Q: 3 clusters Score -2228299 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2228972.750000 Penalty: 2938.795410
	Iteration 13Q: 3 clusters Score -2228973 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2229792.500000 Penalty: 2938.795410
	Iteration 14Q: 3 clusters Score -2229792 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2230622.750000 Penalty: 2938.795410
	Iteration 15Q: 3 clusters Score -2230623 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2231167.000000 Penalty: 2938.795410
	Iteration 16Q: 3 clusters Score -2231167 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2231395.500000 Penalty: 2938.795410
	Iteration 17Q: 3 clusters Score -2231396 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2231519.750000 Penalty: 2938.795410
	Iteration 18Q: 3 clusters Score -2231520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2231613.750000 Penalty: 2938.795410
	Iteration 19Q: 3 clusters Score -2231614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2231696.000000 Penalty: 2938.795410
	Iteration 20F: 3 clusters Score -2231696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2231756.750000 Penalty: 2938.795410
	Iteration 21Q: 3 clusters Score -2231757 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2231814.500000 Penalty: 2938.795410
	Iteration 22Q: 3 clusters Score -2231814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2231853.750000 Penalty: 2938.795410
	Iteration 23Q: 3 clusters Score -2231854 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2231902.500000 Penalty: 2938.795410
	Iteration 24Q: 3 clusters Score -2231902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2231942.000000 Penalty: 2938.795410
	Iteration 25Q: 3 clusters Score -2231942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2231982.750000 Penalty: 2938.795410
	Iteration 26Q: 3 clusters Score -2231983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2232019.500000 Penalty: 2938.795410
	Iteration 27Q: 3 clusters Score -2232020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2232064.750000 Penalty: 2938.795410
	Iteration 28Q: 3 clusters Score -2232065 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2232095.000000 Penalty: 2938.795410
	Iteration 29Q: 3 clusters Score -2232095 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2232130.250000 Penalty: 2938.795410
	Iteration 30Q: 3 clusters Score -2232130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2232155.750000 Penalty: 2938.795410
	Iteration 31Q: 3 clusters Score -2232156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2232197.750000 Penalty: 2938.795410
	Iteration 32Q: 3 clusters Score -2232198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2232248.000000 Penalty: 2938.795410
	Iteration 33Q: 3 clusters Score -2232248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2232276.750000 Penalty: 2938.795410
	Iteration 34Q: 3 clusters Score -2232277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2232301.500000 Penalty: 2938.795410
	Iteration 35Q: 3 clusters Score -2232302 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2232336.250000 Penalty: 2938.795410
	Iteration 36Q: 3 clusters Score -2232336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2232362.500000 Penalty: 2938.795410
	Iteration 37Q: 3 clusters Score -2232362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2232410.750000 Penalty: 2938.795410
	Iteration 38Q: 3 clusters Score -2232411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2232440.250000 Penalty: 2938.795410
	Iteration 39Q: 3 clusters Score -2232440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2232470.000000 Penalty: 2938.795410
	Iteration 40F: 3 clusters Score -2232470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2232495.750000 Penalty: 2938.795410
	Iteration 41Q: 3 clusters Score -2232496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2232522.750000 Penalty: 2938.795410
	Iteration 42Q: 3 clusters Score -2232523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2232543.500000 Penalty: 2938.795410
	Iteration 43Q: 3 clusters Score -2232544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2232559.250000 Penalty: 2938.795410
	Iteration 44Q: 3 clusters Score -2232559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2232592.750000 Penalty: 2938.795410
	Iteration 45Q: 3 clusters Score -2232593 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2232623.000000 Penalty: 2938.795410
	Iteration 46Q: 3 clusters Score -2232623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2232644.000000 Penalty: 2938.795410
	Iteration 47Q: 3 clusters Score -2232644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2232664.000000 Penalty: 2938.795410
	Iteration 48Q: 3 clusters Score -2232664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2232684.250000 Penalty: 2938.795410
	Iteration 49Q: 3 clusters Score -2232684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2232697.250000 Penalty: 2938.795410
	Iteration 50Q: 3 clusters Score -2232697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2232705.000000 Penalty: 2938.795410
	Iteration 51Q: 3 clusters Score -2232705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2232716.500000 Penalty: 2938.795410
	Iteration 52Q: 3 clusters Score -2232716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2232721.500000 Penalty: 2938.795410
	Iteration 53Q: 3 clusters Score -2232722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2232740.500000 Penalty: 2938.795410
	Iteration 54Q: 3 clusters Score -2232740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2232746.500000 Penalty: 2938.795410
	Iteration 55Q: 3 clusters Score -2232746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2232754.250000 Penalty: 2938.795410
	Iteration 56Q: 3 clusters Score -2232754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2232766.500000 Penalty: 2938.795410
	Iteration 57Q: 3 clusters Score -2232766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2232782.750000 Penalty: 2938.795410
	Iteration 58Q: 3 clusters Score -2232783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2232787.250000 Penalty: 2938.795410
	Iteration 59Q: 3 clusters Score -2232787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2232791.000000 Penalty: 2938.795410
	Iteration 60F: 3 clusters Score -2232791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2232797.000000 Penalty: 2938.795410
	Iteration 61Q: 3 clusters Score -2232797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2232805.750000 Penalty: 2938.795410
	Iteration 62Q: 3 clusters Score -2232806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2232807.000000 Penalty: 2938.795410
	Iteration 63Q: 3 clusters Score -2232807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2232814.750000 Penalty: 2938.795410
	Iteration 64Q: 3 clusters Score -2232815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2232829.000000 Penalty: 2938.795410
	Iteration 65Q: 3 clusters Score -2232829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2232831.250000 Penalty: 2938.795410
	Iteration 66Q: 3 clusters Score -2232831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2232836.750000 Penalty: 2938.795410
	Iteration 67Q: 3 clusters Score -2232837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2232843.250000 Penalty: 2938.795410
	Iteration 68Q: 3 clusters Score -2232843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2232852.500000 Penalty: 2938.795410
	Iteration 69Q: 3 clusters Score -2232852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2232858.250000 Penalty: 2938.795410
	Iteration 70Q: 3 clusters Score -2232858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2232858.250000 Penalty: 2938.795410
	Iteration 71Q: 3 clusters Score -2232858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2232858.250000 Penalty: 2938.795410
	Iteration 72Q: 3 clusters Score -2232858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2232857.750000 Penalty: 2938.795410
	Iteration 73Q: 3 clusters Score -2232858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2232862.000000 Penalty: 2938.795410
	Iteration 74Q: 3 clusters Score -2232862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2232859.250000 Penalty: 2938.795410
	Iteration 75Q: 3 clusters Score -2232859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2232869.500000 Penalty: 2938.795410
	Iteration 76Q: 3 clusters Score -2232870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2232871.750000 Penalty: 2938.795410
	Iteration 77Q: 3 clusters Score -2232872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2232872.500000 Penalty: 2938.795410
	Iteration 78Q: 3 clusters Score -2232872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2232879.250000 Penalty: 2938.795410
	Iteration 79Q: 3 clusters Score -2232879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2232875.250000 Penalty: 2938.795410
	Iteration 80F: 3 clusters Score -2232875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2232877.750000 Penalty: 2938.795410
	Iteration 81Q: 3 clusters Score -2232878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2232873.500000 Penalty: 2938.795410
	Iteration 82Q: 3 clusters Score -2232874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2232876.250000 Penalty: 2938.795410
	Iteration 83Q: 3 clusters Score -2232876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2232872.000000 Penalty: 2938.795410
	Iteration 84Q: 3 clusters Score -2232872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2232870.750000 Penalty: 2938.795410
	Iteration 85Q: 3 clusters Score -2232871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2232873.500000 Penalty: 2938.795410
	Iteration 86Q: 3 clusters Score -2232874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2232873.500000 Penalty: 2938.795410
	Iteration 87F: 3 clusters Score -2232874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 399 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 122813 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Mstep: Class 52 contains 5612 members 
Mstep: Class 53 contains 345 members 
Mstep: Class 54 contains 10565 members 
Mstep: Class 55 contains 471 members 
Mstep: Class 56 contains 10341 members 
Entering Unmasked Estep 
Score: -111022888.000000 Penalty: 115153.429688
Splitting cluster 28 changes total score from -111015320.000000 to -111022888.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (71942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Entering Unmasked Estep 
Score: -8395089.000000 Penalty: 1664.122070
	Iteration 0F: 2 clusters Score -8395089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -8348227.500000 Penalty: 3328.244141
	Iteration 0F: 3 clusters Score -8348228 nChanged 33494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8367335.000000 Penalty: 3328.244141
	Iteration 1F: 3 clusters Score -8367335 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -8368055.500000 Penalty: 3328.244141
	Iteration 2Q: 3 clusters Score -8368056 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8368856.500000 Penalty: 3328.244141
	Iteration 3Q: 3 clusters Score -8368856 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -8369661.000000 Penalty: 3328.244141
	Iteration 4Q: 3 clusters Score -8369661 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -8370680.000000 Penalty: 3328.244141
	Iteration 5Q: 3 clusters Score -8370680 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -8371923.500000 Penalty: 3328.244141
	Iteration 6Q: 3 clusters Score -8371924 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -8373292.000000 Penalty: 3328.244141
	Iteration 7Q: 3 clusters Score -8373292 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -8374726.500000 Penalty: 3328.244141
	Iteration 8Q: 3 clusters Score -8374726 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8375957.500000 Penalty: 3328.244141
	Iteration 9Q: 3 clusters Score -8375958 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -8377038.500000 Penalty: 3328.244141
	Iteration 10Q: 3 clusters Score -8377038 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8377939.500000 Penalty: 3328.244141
	Iteration 11Q: 3 clusters Score -8377940 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -8378695.500000 Penalty: 3328.244141
	Iteration 12Q: 3 clusters Score -8378696 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -8379333.500000 Penalty: 3328.244141
	Iteration 13Q: 3 clusters Score -8379334 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8380046.000000 Penalty: 3328.244141
	Iteration 14Q: 3 clusters Score -8380046 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -8380832.000000 Penalty: 3328.244141
	Iteration 15Q: 3 clusters Score -8380832 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -8381737.000000 Penalty: 3328.244141
	Iteration 16Q: 3 clusters Score -8381737 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -8382967.000000 Penalty: 3328.244141
	Iteration 17Q: 3 clusters Score -8382967 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -8384560.500000 Penalty: 3328.244141
	Iteration 18Q: 3 clusters Score -8384560 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8386530.000000 Penalty: 3328.244141
	Iteration 19Q: 3 clusters Score -8386530 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8388511.000000 Penalty: 3328.244141
	Iteration 20F: 3 clusters Score -8388511 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8390335.000000 Penalty: 3328.244141
	Iteration 21Q: 3 clusters Score -8390335 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8391739.000000 Penalty: 3328.244141
	Iteration 22Q: 3 clusters Score -8391739 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8392621.000000 Penalty: 3328.244141
	Iteration 23Q: 3 clusters Score -8392621 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8393106.000000 Penalty: 3328.244141
	Iteration 24Q: 3 clusters Score -8393106 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8393389.000000 Penalty: 3328.244141
	Iteration 25Q: 3 clusters Score -8393389 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8393503.000000 Penalty: 3328.244141
	Iteration 26Q: 3 clusters Score -8393503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8393581.000000 Penalty: 3328.244141
	Iteration 27Q: 3 clusters Score -8393581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8393623.000000 Penalty: 3328.244141
	Iteration 28Q: 3 clusters Score -8393623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8393661.000000 Penalty: 3328.244141
	Iteration 29Q: 3 clusters Score -8393661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8393686.000000 Penalty: 3328.244141
	Iteration 30Q: 3 clusters Score -8393686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8393708.000000 Penalty: 3328.244141
	Iteration 31Q: 3 clusters Score -8393708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8393715.000000 Penalty: 3328.244141
	Iteration 32Q: 3 clusters Score -8393715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8393725.000000 Penalty: 3328.244141
	Iteration 33Q: 3 clusters Score -8393725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8393736.000000 Penalty: 3328.244141
	Iteration 34Q: 3 clusters Score -8393736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8393739.000000 Penalty: 3328.244141
	Iteration 35Q: 3 clusters Score -8393739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8393745.000000 Penalty: 3328.244141
	Iteration 36Q: 3 clusters Score -8393745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8393759.000000 Penalty: 3328.244141
	Iteration 37Q: 3 clusters Score -8393759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8393753.000000 Penalty: 3328.244141
	Iteration 38Q: 3 clusters Score -8393753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8393764.000000 Penalty: 3328.244141
	Iteration 39Q: 3 clusters Score -8393764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8393776.000000 Penalty: 3328.244141
	Iteration 40F: 3 clusters Score -8393776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8393772.000000 Penalty: 3328.244141
	Iteration 41Q: 3 clusters Score -8393772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8393774.000000 Penalty: 3328.244141
	Iteration 42Q: 3 clusters Score -8393774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8393772.000000 Penalty: 3328.244141
	Iteration 43Q: 3 clusters Score -8393772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8393775.000000 Penalty: 3328.244141
	Iteration 44Q: 3 clusters Score -8393775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8393775.000000 Penalty: 3328.244141
	Iteration 45Q: 3 clusters Score -8393775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8393775.000000 Penalty: 3328.244141
	Iteration 46Q: 3 clusters Score -8393775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8393785.000000 Penalty: 3328.244141
	Iteration 47Q: 3 clusters Score -8393785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8393782.000000 Penalty: 3328.244141
	Iteration 48Q: 3 clusters Score -8393782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8393781.000000 Penalty: 3328.244141
	Iteration 49Q: 3 clusters Score -8393781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8393781.000000 Penalty: 3328.244141
	Iteration 50F: 3 clusters Score -8393781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Entering Unmasked Estep 
Score: -996252.000000 Penalty: 1353.842407
	Iteration 0F: 2 clusters Score -996252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -990189.625000 Penalty: 2707.684814
	Iteration 0F: 3 clusters Score -990189.6 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -992166.437500 Penalty: 2707.684814
	Iteration 1F: 3 clusters Score -992166.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -992550.000000 Penalty: 2707.684814
	Iteration 2F: 3 clusters Score -992550 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -992874.312500 Penalty: 2707.684814
	Iteration 3F: 3 clusters Score -992874.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -993183.250000 Penalty: 2707.684814
	Iteration 4F: 3 clusters Score -993183.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -993483.000000 Penalty: 2707.684814
	Iteration 5Q: 3 clusters Score -993483 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -993753.687500 Penalty: 2707.684814
	Iteration 6Q: 3 clusters Score -993753.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -993986.000000 Penalty: 2707.684814
	Iteration 7Q: 3 clusters Score -993986 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -994237.750000 Penalty: 2707.684814
	Iteration 8Q: 3 clusters Score -994237.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -994444.437500 Penalty: 2707.684814
	Iteration 9Q: 3 clusters Score -994444.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -994584.375000 Penalty: 2707.684814
	Iteration 10Q: 3 clusters Score -994584.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -994699.812500 Penalty: 2707.684814
	Iteration 11Q: 3 clusters Score -994699.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -994808.250000 Penalty: 2707.684814
	Iteration 12Q: 3 clusters Score -994808.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -994891.375000 Penalty: 2707.684814
	Iteration 13Q: 3 clusters Score -994891.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -994947.125000 Penalty: 2707.684814
	Iteration 14Q: 3 clusters Score -994947.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -994979.250000 Penalty: 2707.684814
	Iteration 15Q: 3 clusters Score -994979.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -995007.250000 Penalty: 2707.684814
	Iteration 16Q: 3 clusters Score -995007.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -995029.125000 Penalty: 2707.684814
	Iteration 17Q: 3 clusters Score -995029.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -995050.625000 Penalty: 2707.684814
	Iteration 18Q: 3 clusters Score -995050.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -995061.687500 Penalty: 2707.684814
	Iteration 19Q: 3 clusters Score -995061.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -995070.750000 Penalty: 2707.684814
	Iteration 20F: 3 clusters Score -995070.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -995079.562500 Penalty: 2707.684814
	Iteration 21Q: 3 clusters Score -995079.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -995087.437500 Penalty: 2707.684814
	Iteration 22Q: 3 clusters Score -995087.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -995096.125000 Penalty: 2707.684814
	Iteration 23Q: 3 clusters Score -995096.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -995099.062500 Penalty: 2707.684814
	Iteration 24Q: 3 clusters Score -995099.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -995104.375000 Penalty: 2707.684814
	Iteration 25Q: 3 clusters Score -995104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -995106.562500 Penalty: 2707.684814
	Iteration 26Q: 3 clusters Score -995106.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -995109.875000 Penalty: 2707.684814
	Iteration 27Q: 3 clusters Score -995109.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -995109.625000 Penalty: 2707.684814
	Iteration 28Q: 3 clusters Score -995109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -995112.562500 Penalty: 2707.684814
	Iteration 29Q: 3 clusters Score -995112.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -995114.187500 Penalty: 2707.684814
	Iteration 30Q: 3 clusters Score -995114.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -995120.562500 Penalty: 2707.684814
	Iteration 31Q: 3 clusters Score -995120.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -995124.125000 Penalty: 2707.684814
	Iteration 32Q: 3 clusters Score -995124.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -995125.875000 Penalty: 2707.684814
	Iteration 33Q: 3 clusters Score -995125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -995128.000000 Penalty: 2707.684814
	Iteration 34Q: 3 clusters Score -995128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -995132.937500 Penalty: 2707.684814
	Iteration 35Q: 3 clusters Score -995132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -995135.125000 Penalty: 2707.684814
	Iteration 36Q: 3 clusters Score -995135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -995136.125000 Penalty: 2707.684814
	Iteration 37Q: 3 clusters Score -995136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -995137.937500 Penalty: 2707.684814
	Iteration 38Q: 3 clusters Score -995137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -995141.500000 Penalty: 2707.684814
	Iteration 39Q: 3 clusters Score -995141.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -995146.687500 Penalty: 2707.684814
	Iteration 40F: 3 clusters Score -995146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -995147.500000 Penalty: 2707.684814
	Iteration 41Q: 3 clusters Score -995147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -995149.375000 Penalty: 2707.684814
	Iteration 42Q: 3 clusters Score -995149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -995148.937500 Penalty: 2707.684814
	Iteration 43Q: 3 clusters Score -995148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -995150.875000 Penalty: 2707.684814
	Iteration 44Q: 3 clusters Score -995150.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -995151.812500 Penalty: 2707.684814
	Iteration 45Q: 3 clusters Score -995151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -995152.937500 Penalty: 2707.684814
	Iteration 46Q: 3 clusters Score -995152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -995152.500000 Penalty: 2707.684814
	Iteration 47Q: 3 clusters Score -995152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -995152.250000 Penalty: 2707.684814
	Iteration 48Q: 3 clusters Score -995152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -995156.000000 Penalty: 2707.684814
	Iteration 49Q: 3 clusters Score -995156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -995155.687500 Penalty: 2707.684814
	Iteration 50Q: 3 clusters Score -995155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -995155.687500 Penalty: 2707.684814
	Iteration 51Q: 3 clusters Score -995155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -995155.625000 Penalty: 2707.684814
	Iteration 52Q: 3 clusters Score -995155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -995155.000000 Penalty: 2707.684814
	Iteration 53Q: 3 clusters Score -995155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -995157.312500 Penalty: 2707.684814
	Iteration 54Q: 3 clusters Score -995157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -995156.312500 Penalty: 2707.684814
	Iteration 55Q: 3 clusters Score -995156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -995157.000000 Penalty: 2707.684814
	Iteration 56Q: 3 clusters Score -995157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -995157.187500 Penalty: 2707.684814
	Iteration 57Q: 3 clusters Score -995157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -995158.750000 Penalty: 2707.684814
	Iteration 58Q: 3 clusters Score -995158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -995160.750000 Penalty: 2707.684814
	Iteration 59Q: 3 clusters Score -995160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -995161.750000 Penalty: 2707.684814
	Iteration 60F: 3 clusters Score -995161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -995163.187500 Penalty: 2707.684814
	Iteration 61Q: 3 clusters Score -995163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -995164.000000 Penalty: 2707.684814
	Iteration 62Q: 3 clusters Score -995164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -995163.375000 Penalty: 2707.684814
	Iteration 63Q: 3 clusters Score -995163.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -995165.562500 Penalty: 2707.684814
	Iteration 64Q: 3 clusters Score -995165.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -995167.750000 Penalty: 2707.684814
	Iteration 65Q: 3 clusters Score -995167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -995169.687500 Penalty: 2707.684814
	Iteration 66Q: 3 clusters Score -995169.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -995170.937500 Penalty: 2707.684814
	Iteration 67Q: 3 clusters Score -995170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -995172.250000 Penalty: 2707.684814
	Iteration 68Q: 3 clusters Score -995172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -995175.437500 Penalty: 2707.684814
	Iteration 69Q: 3 clusters Score -995175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -995174.312500 Penalty: 2707.684814
	Iteration 70Q: 3 clusters Score -995174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -995175.437500 Penalty: 2707.684814
	Iteration 71Q: 3 clusters Score -995175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -995177.500000 Penalty: 2707.684814
	Iteration 72Q: 3 clusters Score -995177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -995177.500000 Penalty: 2707.684814
	Iteration 73Q: 3 clusters Score -995177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -995177.312500 Penalty: 2707.684814
	Iteration 74Q: 3 clusters Score -995177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -995177.812500 Penalty: 2707.684814
	Iteration 75Q: 3 clusters Score -995177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -995179.937500 Penalty: 2707.684814
	Iteration 76Q: 3 clusters Score -995179.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -995180.625000 Penalty: 2707.684814
	Iteration 77Q: 3 clusters Score -995180.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -995180.562500 Penalty: 2707.684814
	Iteration 78Q: 3 clusters Score -995180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -995178.375000 Penalty: 2707.684814
	Iteration 79Q: 3 clusters Score -995178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -995182.062500 Penalty: 2707.684814
	Iteration 80F: 3 clusters Score -995182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -995183.000000 Penalty: 2707.684814
	Iteration 81Q: 3 clusters Score -995183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -995184.875000 Penalty: 2707.684814
	Iteration 82Q: 3 clusters Score -995184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -995185.000000 Penalty: 2707.684814
	Iteration 83Q: 3 clusters Score -995185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -995184.625000 Penalty: 2707.684814
	Iteration 84Q: 3 clusters Score -995184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -995182.562500 Penalty: 2707.684814
	Iteration 85Q: 3 clusters Score -995182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -995184.625000 Penalty: 2707.684814
	Iteration 86Q: 3 clusters Score -995184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -995185.812500 Penalty: 2707.684814
	Iteration 87Q: 3 clusters Score -995185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -995185.812500 Penalty: 2707.684814
	Iteration 88F: 3 clusters Score -995185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Entering Unmasked Estep 
Score: -1311198.875000 Penalty: 1399.904663
	Iteration 0F: 2 clusters Score -1311199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1302992.250000 Penalty: 2799.809326
	Iteration 0F: 3 clusters Score -1302992 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1305756.250000 Penalty: 2799.809326
	Iteration 1F: 3 clusters Score -1305756 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1306115.125000 Penalty: 2799.809326
	Iteration 2F: 3 clusters Score -1306115 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1306379.125000 Penalty: 2799.809326
	Iteration 3F: 3 clusters Score -1306379 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1306619.625000 Penalty: 2799.809326
	Iteration 4Q: 3 clusters Score -1306620 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1306820.000000 Penalty: 2799.809326
	Iteration 5Q: 3 clusters Score -1306820 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1306971.500000 Penalty: 2799.809326
	Iteration 6Q: 3 clusters Score -1306972 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1307115.500000 Penalty: 2799.809326
	Iteration 7Q: 3 clusters Score -1307116 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1307253.250000 Penalty: 2799.809326
	Iteration 8Q: 3 clusters Score -1307253 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1307382.250000 Penalty: 2799.809326
	Iteration 9Q: 3 clusters Score -1307382 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1307511.875000 Penalty: 2799.809326
	Iteration 10Q: 3 clusters Score -1307512 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1307654.375000 Penalty: 2799.809326
	Iteration 11Q: 3 clusters Score -1307654 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1307804.375000 Penalty: 2799.809326
	Iteration 12Q: 3 clusters Score -1307804 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1307967.125000 Penalty: 2799.809326
	Iteration 13Q: 3 clusters Score -1307967 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1308136.375000 Penalty: 2799.809326
	Iteration 14Q: 3 clusters Score -1308136 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1308279.625000 Penalty: 2799.809326
	Iteration 15Q: 3 clusters Score -1308280 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1308434.000000 Penalty: 2799.809326
	Iteration 16Q: 3 clusters Score -1308434 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1308584.250000 Penalty: 2799.809326
	Iteration 17Q: 3 clusters Score -1308584 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1308699.625000 Penalty: 2799.809326
	Iteration 18Q: 3 clusters Score -1308700 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1308788.375000 Penalty: 2799.809326
	Iteration 19Q: 3 clusters Score -1308788 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1308852.750000 Penalty: 2799.809326
	Iteration 20F: 3 clusters Score -1308853 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1308915.375000 Penalty: 2799.809326
	Iteration 21Q: 3 clusters Score -1308915 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1308971.625000 Penalty: 2799.809326
	Iteration 22Q: 3 clusters Score -1308972 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1309037.750000 Penalty: 2799.809326
	Iteration 23Q: 3 clusters Score -1309038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1309095.000000 Penalty: 2799.809326
	Iteration 24Q: 3 clusters Score -1309095 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1309145.000000 Penalty: 2799.809326
	Iteration 25Q: 3 clusters Score -1309145 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1309178.750000 Penalty: 2799.809326
	Iteration 26Q: 3 clusters Score -1309179 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1309208.125000 Penalty: 2799.809326
	Iteration 27Q: 3 clusters Score -1309208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1309242.250000 Penalty: 2799.809326
	Iteration 28Q: 3 clusters Score -1309242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1309268.875000 Penalty: 2799.809326
	Iteration 29Q: 3 clusters Score -1309269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1309296.250000 Penalty: 2799.809326
	Iteration 30Q: 3 clusters Score -1309296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1309324.250000 Penalty: 2799.809326
	Iteration 31Q: 3 clusters Score -1309324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1309350.000000 Penalty: 2799.809326
	Iteration 32Q: 3 clusters Score -1309350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1309376.500000 Penalty: 2799.809326
	Iteration 33Q: 3 clusters Score -1309376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1309409.000000 Penalty: 2799.809326
	Iteration 34Q: 3 clusters Score -1309409 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1309443.750000 Penalty: 2799.809326
	Iteration 35Q: 3 clusters Score -1309444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1309472.750000 Penalty: 2799.809326
	Iteration 36Q: 3 clusters Score -1309473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1309497.875000 Penalty: 2799.809326
	Iteration 37Q: 3 clusters Score -1309498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1309533.000000 Penalty: 2799.809326
	Iteration 38Q: 3 clusters Score -1309533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1309568.375000 Penalty: 2799.809326
	Iteration 39Q: 3 clusters Score -1309568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1309605.875000 Penalty: 2799.809326
	Iteration 40F: 3 clusters Score -1309606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1309644.000000 Penalty: 2799.809326
	Iteration 41Q: 3 clusters Score -1309644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1309681.875000 Penalty: 2799.809326
	Iteration 42Q: 3 clusters Score -1309682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1309707.000000 Penalty: 2799.809326
	Iteration 43Q: 3 clusters Score -1309707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1309739.375000 Penalty: 2799.809326
	Iteration 44Q: 3 clusters Score -1309739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1309766.500000 Penalty: 2799.809326
	Iteration 45Q: 3 clusters Score -1309766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1309798.375000 Penalty: 2799.809326
	Iteration 46Q: 3 clusters Score -1309798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1309829.875000 Penalty: 2799.809326
	Iteration 47Q: 3 clusters Score -1309830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1309860.625000 Penalty: 2799.809326
	Iteration 48Q: 3 clusters Score -1309861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1309885.250000 Penalty: 2799.809326
	Iteration 49Q: 3 clusters Score -1309885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1309913.000000 Penalty: 2799.809326
	Iteration 50Q: 3 clusters Score -1309913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1309937.875000 Penalty: 2799.809326
	Iteration 51Q: 3 clusters Score -1309938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1309950.375000 Penalty: 2799.809326
	Iteration 52Q: 3 clusters Score -1309950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1309971.625000 Penalty: 2799.809326
	Iteration 53Q: 3 clusters Score -1309972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1309992.250000 Penalty: 2799.809326
	Iteration 54Q: 3 clusters Score -1309992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1310006.000000 Penalty: 2799.809326
	Iteration 55Q: 3 clusters Score -1310006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1310018.250000 Penalty: 2799.809326
	Iteration 56Q: 3 clusters Score -1310018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1310033.375000 Penalty: 2799.809326
	Iteration 57Q: 3 clusters Score -1310033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1310038.875000 Penalty: 2799.809326
	Iteration 58Q: 3 clusters Score -1310039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1310050.125000 Penalty: 2799.809326
	Iteration 59Q: 3 clusters Score -1310050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1310059.000000 Penalty: 2799.809326
	Iteration 60F: 3 clusters Score -1310059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1310064.750000 Penalty: 2799.809326
	Iteration 61Q: 3 clusters Score -1310065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1310067.875000 Penalty: 2799.809326
	Iteration 62Q: 3 clusters Score -1310068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1310074.125000 Penalty: 2799.809326
	Iteration 63Q: 3 clusters Score -1310074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1310079.375000 Penalty: 2799.809326
	Iteration 64Q: 3 clusters Score -1310079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1310077.250000 Penalty: 2799.809326
	Iteration 65Q: 3 clusters Score -1310077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1310078.750000 Penalty: 2799.809326
	Iteration 66Q: 3 clusters Score -1310079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1310082.375000 Penalty: 2799.809326
	Iteration 67Q: 3 clusters Score -1310082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1310086.500000 Penalty: 2799.809326
	Iteration 68Q: 3 clusters Score -1310086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1310085.875000 Penalty: 2799.809326
	Iteration 69Q: 3 clusters Score -1310086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1310088.500000 Penalty: 2799.809326
	Iteration 70Q: 3 clusters Score -1310088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1310089.250000 Penalty: 2799.809326
	Iteration 71Q: 3 clusters Score -1310089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1310089.500000 Penalty: 2799.809326
	Iteration 72Q: 3 clusters Score -1310090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1310092.125000 Penalty: 2799.809326
	Iteration 73Q: 3 clusters Score -1310092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1310093.125000 Penalty: 2799.809326
	Iteration 74Q: 3 clusters Score -1310093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1310092.750000 Penalty: 2799.809326
	Iteration 75Q: 3 clusters Score -1310093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1310095.750000 Penalty: 2799.809326
	Iteration 76Q: 3 clusters Score -1310096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1310095.750000 Penalty: 2799.809326
	Iteration 77Q: 3 clusters Score -1310096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1310096.250000 Penalty: 2799.809326
	Iteration 78Q: 3 clusters Score -1310096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1310097.125000 Penalty: 2799.809326
	Iteration 79Q: 3 clusters Score -1310097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1310097.375000 Penalty: 2799.809326
	Iteration 80F: 3 clusters Score -1310097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (122813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Entering Unmasked Estep 
Score: -14167245.000000 Penalty: 1743.700684
	Iteration 0F: 2 clusters Score -1.416724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -14094616.000000 Penalty: 3487.401367
	Iteration 0F: 3 clusters Score -1.409462e+07 nChanged 58435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -14128101.000000 Penalty: 3487.401367
	Iteration 1F: 3 clusters Score -1.41281e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -14128864.000000 Penalty: 3487.401367
	Iteration 2Q: 3 clusters Score -1.412886e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -14129725.000000 Penalty: 3487.401367
	Iteration 3Q: 3 clusters Score -1.412972e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -14130813.000000 Penalty: 3487.401367
	Iteration 4Q: 3 clusters Score -1.413081e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -14132020.000000 Penalty: 3487.401367
	Iteration 5Q: 3 clusters Score -1.413202e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -14133623.000000 Penalty: 3487.401367
	Iteration 6Q: 3 clusters Score -1.413362e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -14135698.000000 Penalty: 3487.401367
	Iteration 7Q: 3 clusters Score -1.41357e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -14138634.000000 Penalty: 3487.401367
	Iteration 8Q: 3 clusters Score -1.413863e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -14142640.000000 Penalty: 3487.401367
	Iteration 9F: 3 clusters Score -1.414264e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -14147296.000000 Penalty: 3487.401367
	Iteration 10F: 3 clusters Score -1.41473e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -14151313.000000 Penalty: 3487.401367
	Iteration 11F: 3 clusters Score -1.415131e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -14153867.000000 Penalty: 3487.401367
	Iteration 12Q: 3 clusters Score -1.415387e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -14154918.000000 Penalty: 3487.401367
	Iteration 13Q: 3 clusters Score -1.415492e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -14155512.000000 Penalty: 3487.401367
	Iteration 14Q: 3 clusters Score -1.415551e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -14155910.000000 Penalty: 3487.401367
	Iteration 15Q: 3 clusters Score -1.415591e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -14156243.000000 Penalty: 3487.401367
	Iteration 16Q: 3 clusters Score -1.415624e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -14156555.000000 Penalty: 3487.401367
	Iteration 17Q: 3 clusters Score -1.415656e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -14156917.000000 Penalty: 3487.401367
	Iteration 18Q: 3 clusters Score -1.415692e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -14157372.000000 Penalty: 3487.401367
	Iteration 19Q: 3 clusters Score -1.415737e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -14158005.000000 Penalty: 3487.401367
	Iteration 20F: 3 clusters Score -1.4158e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -14158550.000000 Penalty: 3487.401367
	Iteration 21Q: 3 clusters Score -1.415855e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -14159203.000000 Penalty: 3487.401367
	Iteration 22Q: 3 clusters Score -1.41592e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -14160067.000000 Penalty: 3487.401367
	Iteration 23Q: 3 clusters Score -1.416007e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -14161138.000000 Penalty: 3487.401367
	Iteration 24Q: 3 clusters Score -1.416114e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -14162139.000000 Penalty: 3487.401367
	Iteration 25Q: 3 clusters Score -1.416214e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -14163148.000000 Penalty: 3487.401367
	Iteration 26Q: 3 clusters Score -1.416315e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -14164051.000000 Penalty: 3487.401367
	Iteration 27Q: 3 clusters Score -1.416405e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -14164941.000000 Penalty: 3487.401367
	Iteration 28Q: 3 clusters Score -1.416494e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -14165552.000000 Penalty: 3487.401367
	Iteration 29Q: 3 clusters Score -1.416555e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -14166201.000000 Penalty: 3487.401367
	Iteration 30Q: 3 clusters Score -1.41662e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -14166719.000000 Penalty: 3487.401367
	Iteration 31Q: 3 clusters Score -1.416672e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -14167022.000000 Penalty: 3487.401367
	Iteration 32Q: 3 clusters Score -1.416702e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -14167177.000000 Penalty: 3487.401367
	Iteration 33Q: 3 clusters Score -1.416718e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -14167312.000000 Penalty: 3487.401367
	Iteration 34Q: 3 clusters Score -1.416731e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -14167403.000000 Penalty: 3487.401367
	Iteration 35Q: 3 clusters Score -1.41674e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -14167488.000000 Penalty: 3487.401367
	Iteration 36Q: 3 clusters Score -1.416749e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -14167569.000000 Penalty: 3487.401367
	Iteration 37Q: 3 clusters Score -1.416757e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -14167588.000000 Penalty: 3487.401367
	Iteration 38Q: 3 clusters Score -1.416759e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -14167591.000000 Penalty: 3487.401367
	Iteration 39Q: 3 clusters Score -1.416759e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -14167641.000000 Penalty: 3487.401367
	Iteration 40F: 3 clusters Score -1.416764e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -14167696.000000 Penalty: 3487.401367
	Iteration 41Q: 3 clusters Score -1.41677e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -14167712.000000 Penalty: 3487.401367
	Iteration 42Q: 3 clusters Score -1.416771e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -14167745.000000 Penalty: 3487.401367
	Iteration 43Q: 3 clusters Score -1.416774e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -14167779.000000 Penalty: 3487.401367
	Iteration 44Q: 3 clusters Score -1.416778e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -14167765.000000 Penalty: 3487.401367
	Iteration 45Q: 3 clusters Score -1.416776e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -14167779.000000 Penalty: 3487.401367
	Iteration 46Q: 3 clusters Score -1.416778e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -14167796.000000 Penalty: 3487.401367
	Iteration 47Q: 3 clusters Score -1.41678e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -14167811.000000 Penalty: 3487.401367
	Iteration 48Q: 3 clusters Score -1.416781e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -14167827.000000 Penalty: 3487.401367
	Iteration 49Q: 3 clusters Score -1.416783e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -14167847.000000 Penalty: 3487.401367
	Iteration 50Q: 3 clusters Score -1.416785e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -14167882.000000 Penalty: 3487.401367
	Iteration 51Q: 3 clusters Score -1.416788e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -14167879.000000 Penalty: 3487.401367
	Iteration 52Q: 3 clusters Score -1.416788e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -14167855.000000 Penalty: 3487.401367
	Iteration 53Q: 3 clusters Score -1.416786e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -14167829.000000 Penalty: 3487.401367
	Iteration 54Q: 3 clusters Score -1.416783e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -14167822.000000 Penalty: 3487.401367
	Iteration 55Q: 3 clusters Score -1.416782e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -14167830.000000 Penalty: 3487.401367
	Iteration 56Q: 3 clusters Score -1.416783e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -14167835.000000 Penalty: 3487.401367
	Iteration 57Q: 3 clusters Score -1.416784e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -14167838.000000 Penalty: 3487.401367
	Iteration 58Q: 3 clusters Score -1.416784e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -14167867.000000 Penalty: 3487.401367
	Iteration 59Q: 3 clusters Score -1.416787e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -14167884.000000 Penalty: 3487.401367
	Iteration 60F: 3 clusters Score -1.416788e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -14167881.000000 Penalty: 3487.401367
	Iteration 61Q: 3 clusters Score -1.416788e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -14167889.000000 Penalty: 3487.401367
	Iteration 62Q: 3 clusters Score -1.416789e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -14167935.000000 Penalty: 3487.401367
	Iteration 63Q: 3 clusters Score -1.416794e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -14167955.000000 Penalty: 3487.401367
	Iteration 64Q: 3 clusters Score -1.416796e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -14167964.000000 Penalty: 3487.401367
	Iteration 65Q: 3 clusters Score -1.416796e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -14167980.000000 Penalty: 3487.401367
	Iteration 66Q: 3 clusters Score -1.416798e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -14168053.000000 Penalty: 3487.401367
	Iteration 67Q: 3 clusters Score -1.416805e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -14168029.000000 Penalty: 3487.401367
	Iteration 68Q: 3 clusters Score -1.416803e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -14168081.000000 Penalty: 3487.401367
	Iteration 69Q: 3 clusters Score -1.416808e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -14168053.000000 Penalty: 3487.401367
	Iteration 70Q: 3 clusters Score -1.416805e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -14168013.000000 Penalty: 3487.401367
	Iteration 71Q: 3 clusters Score -1.416801e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -14168048.000000 Penalty: 3487.401367
	Iteration 72Q: 3 clusters Score -1.416805e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -14168035.000000 Penalty: 3487.401367
	Iteration 73Q: 3 clusters Score -1.416804e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -14168024.000000 Penalty: 3487.401367
	Iteration 74Q: 3 clusters Score -1.416802e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -14168072.000000 Penalty: 3487.401367
	Iteration 75Q: 3 clusters Score -1.416807e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -14168080.000000 Penalty: 3487.401367
	Iteration 76Q: 3 clusters Score -1.416808e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -14168111.000000 Penalty: 3487.401367
	Iteration 77Q: 3 clusters Score -1.416811e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -14168169.000000 Penalty: 3487.401367
	Iteration 78Q: 3 clusters Score -1.416817e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -14168198.000000 Penalty: 3487.401367
	Iteration 79Q: 3 clusters Score -1.41682e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -14168190.000000 Penalty: 3487.401367
	Iteration 80F: 3 clusters Score -1.416819e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -14168209.000000 Penalty: 3487.401367
	Iteration 81Q: 3 clusters Score -1.416821e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -14168200.000000 Penalty: 3487.401367
	Iteration 82Q: 3 clusters Score -1.41682e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -14168169.000000 Penalty: 3487.401367
	Iteration 83Q: 3 clusters Score -1.416817e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -14168183.000000 Penalty: 3487.401367
	Iteration 84Q: 3 clusters Score -1.416818e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -14168173.000000 Penalty: 3487.401367
	Iteration 85Q: 3 clusters Score -1.416817e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -14168203.000000 Penalty: 3487.401367
	Iteration 86Q: 3 clusters Score -1.41682e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -14168200.000000 Penalty: 3487.401367
	Iteration 87Q: 3 clusters Score -1.41682e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -14168211.000000 Penalty: 3487.401367
	Iteration 88Q: 3 clusters Score -1.416821e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -14168244.000000 Penalty: 3487.401367
	Iteration 89Q: 3 clusters Score -1.416824e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -14168260.000000 Penalty: 3487.401367
	Iteration 90Q: 3 clusters Score -1.416826e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -14168248.000000 Penalty: 3487.401367
	Iteration 91Q: 3 clusters Score -1.416825e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -14168228.000000 Penalty: 3487.401367
	Iteration 92Q: 3 clusters Score -1.416823e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -14168269.000000 Penalty: 3487.401367
	Iteration 93Q: 3 clusters Score -1.416827e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -14168267.000000 Penalty: 3487.401367
	Iteration 94Q: 3 clusters Score -1.416827e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -14168259.000000 Penalty: 3487.401367
	Iteration 95Q: 3 clusters Score -1.416826e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -14168270.000000 Penalty: 3487.401367
	Iteration 96Q: 3 clusters Score -1.416827e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -14168274.000000 Penalty: 3487.401367
	Iteration 97Q: 3 clusters Score -1.416827e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -14168315.000000 Penalty: 3487.401367
	Iteration 98Q: 3 clusters Score -1.416832e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -14168375.000000 Penalty: 3487.401367
	Iteration 99Q: 3 clusters Score -1.416838e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -14168384.000000 Penalty: 3487.401367
	Iteration 100F: 3 clusters Score -1.416838e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -14168395.000000 Penalty: 3487.401367
	Iteration 101Q: 3 clusters Score -1.41684e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -14168409.000000 Penalty: 3487.401367
	Iteration 102Q: 3 clusters Score -1.416841e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -14168420.000000 Penalty: 3487.401367
	Iteration 103Q: 3 clusters Score -1.416842e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -14168430.000000 Penalty: 3487.401367
	Iteration 104Q: 3 clusters Score -1.416843e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -14168436.000000 Penalty: 3487.401367
	Iteration 105Q: 3 clusters Score -1.416844e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -14168436.000000 Penalty: 3487.401367
	Iteration 106Q: 3 clusters Score -1.416844e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -14168442.000000 Penalty: 3487.401367
	Iteration 107Q: 3 clusters Score -1.416844e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -14168430.000000 Penalty: 3487.401367
	Iteration 108Q: 3 clusters Score -1.416843e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -14168442.000000 Penalty: 3487.401367
	Iteration 109Q: 3 clusters Score -1.416844e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -14168464.000000 Penalty: 3487.401367
	Iteration 110Q: 3 clusters Score -1.416846e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -14168516.000000 Penalty: 3487.401367
	Iteration 111Q: 3 clusters Score -1.416852e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -14168500.000000 Penalty: 3487.401367
	Iteration 112Q: 3 clusters Score -1.41685e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -14168506.000000 Penalty: 3487.401367
	Iteration 113Q: 3 clusters Score -1.416851e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -14168510.000000 Penalty: 3487.401367
	Iteration 114Q: 3 clusters Score -1.416851e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -14168520.000000 Penalty: 3487.401367
	Iteration 115Q: 3 clusters Score -1.416852e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -14168550.000000 Penalty: 3487.401367
	Iteration 116Q: 3 clusters Score -1.416855e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -14168544.000000 Penalty: 3487.401367
	Iteration 117Q: 3 clusters Score -1.416854e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -14168559.000000 Penalty: 3487.401367
	Iteration 118Q: 3 clusters Score -1.416856e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -14168562.000000 Penalty: 3487.401367
	Iteration 119Q: 3 clusters Score -1.416856e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -14168587.000000 Penalty: 3487.401367
	Iteration 120F: 3 clusters Score -1.416859e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -14168586.000000 Penalty: 3487.401367
	Iteration 121Q: 3 clusters Score -1.416859e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -14168538.000000 Penalty: 3487.401367
	Iteration 122Q: 3 clusters Score -1.416854e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -14168532.000000 Penalty: 3487.401367
	Iteration 123Q: 3 clusters Score -1.416853e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -14168550.000000 Penalty: 3487.401367
	Iteration 124Q: 3 clusters Score -1.416855e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -14168570.000000 Penalty: 3487.401367
	Iteration 125Q: 3 clusters Score -1.416857e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -14168564.000000 Penalty: 3487.401367
	Iteration 126Q: 3 clusters Score -1.416856e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -14168559.000000 Penalty: 3487.401367
	Iteration 127Q: 3 clusters Score -1.416856e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -14168572.000000 Penalty: 3487.401367
	Iteration 128Q: 3 clusters Score -1.416857e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -14168605.000000 Penalty: 3487.401367
	Iteration 129Q: 3 clusters Score -1.41686e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -14168632.000000 Penalty: 3487.401367
	Iteration 130Q: 3 clusters Score -1.416863e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -14168629.000000 Penalty: 3487.401367
	Iteration 131Q: 3 clusters Score -1.416863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -14168627.000000 Penalty: 3487.401367
	Iteration 132Q: 3 clusters Score -1.416863e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -14168655.000000 Penalty: 3487.401367
	Iteration 133Q: 3 clusters Score -1.416866e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -14168623.000000 Penalty: 3487.401367
	Iteration 134Q: 3 clusters Score -1.416862e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -14168633.000000 Penalty: 3487.401367
	Iteration 135Q: 3 clusters Score -1.416863e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -14168601.000000 Penalty: 3487.401367
	Iteration 136Q: 3 clusters Score -1.41686e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -14168561.000000 Penalty: 3487.401367
	Iteration 137Q: 3 clusters Score -1.416856e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -14168567.000000 Penalty: 3487.401367
	Iteration 138Q: 3 clusters Score -1.416857e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -14168593.000000 Penalty: 3487.401367
	Iteration 139Q: 3 clusters Score -1.416859e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -14168546.000000 Penalty: 3487.401367
	Iteration 140F: 3 clusters Score -1.416855e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -14168568.000000 Penalty: 3487.401367
	Iteration 141Q: 3 clusters Score -1.416857e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -14168586.000000 Penalty: 3487.401367
	Iteration 142Q: 3 clusters Score -1.416859e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -14168588.000000 Penalty: 3487.401367
	Iteration 143Q: 3 clusters Score -1.416859e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -14168578.000000 Penalty: 3487.401367
	Iteration 144Q: 3 clusters Score -1.416858e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -14168567.000000 Penalty: 3487.401367
	Iteration 145Q: 3 clusters Score -1.416857e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -14168567.000000 Penalty: 3487.401367
	Iteration 146Q: 3 clusters Score -1.416857e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -14168567.000000 Penalty: 3487.401367
	Iteration 147Q: 3 clusters Score -1.416857e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -14168562.000000 Penalty: 3487.401367
	Iteration 148Q: 3 clusters Score -1.416856e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -14168560.000000 Penalty: 3487.401367
	Iteration 149Q: 3 clusters Score -1.416856e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -14168583.000000 Penalty: 3487.401367
	Iteration 150Q: 3 clusters Score -1.416858e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -14168580.000000 Penalty: 3487.401367
	Iteration 151Q: 3 clusters Score -1.416858e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -14168597.000000 Penalty: 3487.401367
	Iteration 152Q: 3 clusters Score -1.41686e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -14168653.000000 Penalty: 3487.401367
	Iteration 153Q: 3 clusters Score -1.416865e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -14168641.000000 Penalty: 3487.401367
	Iteration 154Q: 3 clusters Score -1.416864e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -14168671.000000 Penalty: 3487.401367
	Iteration 155Q: 3 clusters Score -1.416867e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -14168650.000000 Penalty: 3487.401367
	Iteration 156Q: 3 clusters Score -1.416865e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -14168659.000000 Penalty: 3487.401367
	Iteration 157Q: 3 clusters Score -1.416866e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -14168678.000000 Penalty: 3487.401367
	Iteration 158Q: 3 clusters Score -1.416868e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -14168688.000000 Penalty: 3487.401367
	Iteration 159Q: 3 clusters Score -1.416869e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -14168724.000000 Penalty: 3487.401367
	Iteration 160F: 3 clusters Score -1.416872e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -14168692.000000 Penalty: 3487.401367
	Iteration 161Q: 3 clusters Score -1.416869e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -14168699.000000 Penalty: 3487.401367
	Iteration 162Q: 3 clusters Score -1.41687e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -14168738.000000 Penalty: 3487.401367
	Iteration 163Q: 3 clusters Score -1.416874e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -14168746.000000 Penalty: 3487.401367
	Iteration 164Q: 3 clusters Score -1.416875e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -14168763.000000 Penalty: 3487.401367
	Iteration 165Q: 3 clusters Score -1.416876e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -14168744.000000 Penalty: 3487.401367
	Iteration 166Q: 3 clusters Score -1.416874e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -14168779.000000 Penalty: 3487.401367
	Iteration 167Q: 3 clusters Score -1.416878e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -14168793.000000 Penalty: 3487.401367
	Iteration 168Q: 3 clusters Score -1.416879e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -14168779.000000 Penalty: 3487.401367
	Iteration 169Q: 3 clusters Score -1.416878e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -14168826.000000 Penalty: 3487.401367
	Iteration 170Q: 3 clusters Score -1.416883e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -14168811.000000 Penalty: 3487.401367
	Iteration 171Q: 3 clusters Score -1.416881e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -14168820.000000 Penalty: 3487.401367
	Iteration 172Q: 3 clusters Score -1.416882e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -14168836.000000 Penalty: 3487.401367
	Iteration 173Q: 3 clusters Score -1.416884e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -14168825.000000 Penalty: 3487.401367
	Iteration 174Q: 3 clusters Score -1.416882e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -14168828.000000 Penalty: 3487.401367
	Iteration 175Q: 3 clusters Score -1.416883e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -14168839.000000 Penalty: 3487.401367
	Iteration 176Q: 3 clusters Score -1.416884e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -14168851.000000 Penalty: 3487.401367
	Iteration 177Q: 3 clusters Score -1.416885e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -14168857.000000 Penalty: 3487.401367
	Iteration 178Q: 3 clusters Score -1.416886e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -14168886.000000 Penalty: 3487.401367
	Iteration 179Q: 3 clusters Score -1.416889e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -14168907.000000 Penalty: 3487.401367
	Iteration 180F: 3 clusters Score -1.416891e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -14168917.000000 Penalty: 3487.401367
	Iteration 181Q: 3 clusters Score -1.416892e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -14168891.000000 Penalty: 3487.401367
	Iteration 182Q: 3 clusters Score -1.416889e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -14168905.000000 Penalty: 3487.401367
	Iteration 183Q: 3 clusters Score -1.41689e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -14168904.000000 Penalty: 3487.401367
	Iteration 184Q: 3 clusters Score -1.41689e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -14168946.000000 Penalty: 3487.401367
	Iteration 185Q: 3 clusters Score -1.416895e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -14168934.000000 Penalty: 3487.401367
	Iteration 186Q: 3 clusters Score -1.416893e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -14168933.000000 Penalty: 3487.401367
	Iteration 187Q: 3 clusters Score -1.416893e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -14168952.000000 Penalty: 3487.401367
	Iteration 188Q: 3 clusters Score -1.416895e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -14168962.000000 Penalty: 3487.401367
	Iteration 189Q: 3 clusters Score -1.416896e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -14168984.000000 Penalty: 3487.401367
	Iteration 190Q: 3 clusters Score -1.416898e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -14168999.000000 Penalty: 3487.401367
	Iteration 191Q: 3 clusters Score -1.4169e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -14169035.000000 Penalty: 3487.401367
	Iteration 192Q: 3 clusters Score -1.416904e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -14169032.000000 Penalty: 3487.401367
	Iteration 193Q: 3 clusters Score -1.416903e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -14169034.000000 Penalty: 3487.401367
	Iteration 194Q: 3 clusters Score -1.416903e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -14169017.000000 Penalty: 3487.401367
	Iteration 195Q: 3 clusters Score -1.416902e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -14169031.000000 Penalty: 3487.401367
	Iteration 196Q: 3 clusters Score -1.416903e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -14169015.000000 Penalty: 3487.401367
	Iteration 197Q: 3 clusters Score -1.416902e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -14169022.000000 Penalty: 3487.401367
	Iteration 198Q: 3 clusters Score -1.416902e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -14169014.000000 Penalty: 3487.401367
	Iteration 199Q: 3 clusters Score -1.416901e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -14169002.000000 Penalty: 3487.401367
	Iteration 200F: 3 clusters Score -1.4169e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -14169030.000000 Penalty: 3487.401367
	Iteration 201Q: 3 clusters Score -1.416903e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -14169000.000000 Penalty: 3487.401367
	Iteration 202Q: 3 clusters Score -1.4169e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -14168963.000000 Penalty: 3487.401367
	Iteration 203Q: 3 clusters Score -1.416896e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -14168975.000000 Penalty: 3487.401367
	Iteration 204Q: 3 clusters Score -1.416898e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -14168956.000000 Penalty: 3487.401367
	Iteration 205Q: 3 clusters Score -1.416896e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -14168930.000000 Penalty: 3487.401367
	Iteration 206Q: 3 clusters Score -1.416893e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -14168923.000000 Penalty: 3487.401367
	Iteration 207Q: 3 clusters Score -1.416892e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -14168947.000000 Penalty: 3487.401367
	Iteration 208Q: 3 clusters Score -1.416895e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -14168931.000000 Penalty: 3487.401367
	Iteration 209Q: 3 clusters Score -1.416893e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -14168897.000000 Penalty: 3487.401367
	Iteration 210Q: 3 clusters Score -1.41689e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -14168914.000000 Penalty: 3487.401367
	Iteration 211Q: 3 clusters Score -1.416891e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -14168894.000000 Penalty: 3487.401367
	Iteration 212Q: 3 clusters Score -1.416889e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -14168905.000000 Penalty: 3487.401367
	Iteration 213Q: 3 clusters Score -1.41689e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -14168898.000000 Penalty: 3487.401367
	Iteration 214Q: 3 clusters Score -1.41689e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -14168883.000000 Penalty: 3487.401367
	Iteration 215Q: 3 clusters Score -1.416888e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -14168850.000000 Penalty: 3487.401367
	Iteration 216Q: 3 clusters Score -1.416885e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -14168839.000000 Penalty: 3487.401367
	Iteration 217Q: 3 clusters Score -1.416884e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -14168816.000000 Penalty: 3487.401367
	Iteration 218Q: 3 clusters Score -1.416882e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -14168831.000000 Penalty: 3487.401367
	Iteration 219Q: 3 clusters Score -1.416883e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -14168786.000000 Penalty: 3487.401367
	Iteration 220F: 3 clusters Score -1.416879e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -14168794.000000 Penalty: 3487.401367
	Iteration 221Q: 3 clusters Score -1.416879e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -14168788.000000 Penalty: 3487.401367
	Iteration 222Q: 3 clusters Score -1.416879e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -14168767.000000 Penalty: 3487.401367
	Iteration 223Q: 3 clusters Score -1.416877e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -14168765.000000 Penalty: 3487.401367
	Iteration 224Q: 3 clusters Score -1.416876e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -14168749.000000 Penalty: 3487.401367
	Iteration 225Q: 3 clusters Score -1.416875e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -14168716.000000 Penalty: 3487.401367
	Iteration 226Q: 3 clusters Score -1.416872e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -14168710.000000 Penalty: 3487.401367
	Iteration 227Q: 3 clusters Score -1.416871e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -14168696.000000 Penalty: 3487.401367
	Iteration 228Q: 3 clusters Score -1.41687e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -14168685.000000 Penalty: 3487.401367
	Iteration 229Q: 3 clusters Score -1.416868e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -14168678.000000 Penalty: 3487.401367
	Iteration 230Q: 3 clusters Score -1.416868e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -14168668.000000 Penalty: 3487.401367
	Iteration 231Q: 3 clusters Score -1.416867e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -14168662.000000 Penalty: 3487.401367
	Iteration 232Q: 3 clusters Score -1.416866e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -14168674.000000 Penalty: 3487.401367
	Iteration 233Q: 3 clusters Score -1.416867e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -14168688.000000 Penalty: 3487.401367
	Iteration 234Q: 3 clusters Score -1.416869e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 86903 members 
Entering Unmasked Estep 
Score: -14168697.000000 Penalty: 3487.401367
	Iteration 235Q: 3 clusters Score -1.41687e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -14168696.000000 Penalty: 3487.401367
	Iteration 236Q: 3 clusters Score -1.41687e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -14168715.000000 Penalty: 3487.401367
	Iteration 237Q: 3 clusters Score -1.416872e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -14168702.000000 Penalty: 3487.401367
	Iteration 238Q: 3 clusters Score -1.41687e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -14168712.000000 Penalty: 3487.401367
	Iteration 239Q: 3 clusters Score -1.416871e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -14168747.000000 Penalty: 3487.401367
	Iteration 240F: 3 clusters Score -1.416875e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -14168731.000000 Penalty: 3487.401367
	Iteration 241Q: 3 clusters Score -1.416873e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -14168714.000000 Penalty: 3487.401367
	Iteration 242Q: 3 clusters Score -1.416871e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -14168728.000000 Penalty: 3487.401367
	Iteration 243Q: 3 clusters Score -1.416873e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -14168731.000000 Penalty: 3487.401367
	Iteration 244Q: 3 clusters Score -1.416873e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -14168710.000000 Penalty: 3487.401367
	Iteration 245Q: 3 clusters Score -1.416871e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -14168683.000000 Penalty: 3487.401367
	Iteration 246Q: 3 clusters Score -1.416868e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -14168687.000000 Penalty: 3487.401367
	Iteration 247Q: 3 clusters Score -1.416869e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -14168672.000000 Penalty: 3487.401367
	Iteration 248Q: 3 clusters Score -1.416867e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -14168683.000000 Penalty: 3487.401367
	Iteration 249Q: 3 clusters Score -1.416868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -14168657.000000 Penalty: 3487.401367
	Iteration 250Q: 3 clusters Score -1.416866e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -14168639.000000 Penalty: 3487.401367
	Iteration 251Q: 3 clusters Score -1.416864e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -14168631.000000 Penalty: 3487.401367
	Iteration 252Q: 3 clusters Score -1.416863e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -14168646.000000 Penalty: 3487.401367
	Iteration 253Q: 3 clusters Score -1.416865e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -14168608.000000 Penalty: 3487.401367
	Iteration 254Q: 3 clusters Score -1.416861e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -14168613.000000 Penalty: 3487.401367
	Iteration 255Q: 3 clusters Score -1.416861e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -14168598.000000 Penalty: 3487.401367
	Iteration 256Q: 3 clusters Score -1.41686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -14168595.000000 Penalty: 3487.401367
	Iteration 257Q: 3 clusters Score -1.41686e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -14168608.000000 Penalty: 3487.401367
	Iteration 258Q: 3 clusters Score -1.416861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -14168577.000000 Penalty: 3487.401367
	Iteration 259Q: 3 clusters Score -1.416858e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -14168574.000000 Penalty: 3487.401367
	Iteration 260F: 3 clusters Score -1.416857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -14168586.000000 Penalty: 3487.401367
	Iteration 261Q: 3 clusters Score -1.416859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -14168585.000000 Penalty: 3487.401367
	Iteration 262Q: 3 clusters Score -1.416858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -14168593.000000 Penalty: 3487.401367
	Iteration 263Q: 3 clusters Score -1.416859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -14168565.000000 Penalty: 3487.401367
	Iteration 264Q: 3 clusters Score -1.416856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -14168574.000000 Penalty: 3487.401367
	Iteration 265Q: 3 clusters Score -1.416857e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -14168574.000000 Penalty: 3487.401367
	Iteration 266Q: 3 clusters Score -1.416857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -14168537.000000 Penalty: 3487.401367
	Iteration 267Q: 3 clusters Score -1.416854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -14168518.000000 Penalty: 3487.401367
	Iteration 268Q: 3 clusters Score -1.416852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -14168527.000000 Penalty: 3487.401367
	Iteration 269Q: 3 clusters Score -1.416853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -14168537.000000 Penalty: 3487.401367
	Iteration 270Q: 3 clusters Score -1.416854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -14168544.000000 Penalty: 3487.401367
	Iteration 271Q: 3 clusters Score -1.416854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -14168525.000000 Penalty: 3487.401367
	Iteration 272Q: 3 clusters Score -1.416852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -14168542.000000 Penalty: 3487.401367
	Iteration 273Q: 3 clusters Score -1.416854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -14168534.000000 Penalty: 3487.401367
	Iteration 274Q: 3 clusters Score -1.416853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -14168543.000000 Penalty: 3487.401367
	Iteration 275Q: 3 clusters Score -1.416854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -14168537.000000 Penalty: 3487.401367
	Iteration 276Q: 3 clusters Score -1.416854e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -14168531.000000 Penalty: 3487.401367
	Iteration 277Q: 3 clusters Score -1.416853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -14168526.000000 Penalty: 3487.401367
	Iteration 278Q: 3 clusters Score -1.416853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -14168538.000000 Penalty: 3487.401367
	Iteration 279Q: 3 clusters Score -1.416854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -14168512.000000 Penalty: 3487.401367
	Iteration 280F: 3 clusters Score -1.416851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -14168503.000000 Penalty: 3487.401367
	Iteration 281Q: 3 clusters Score -1.41685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -14168510.000000 Penalty: 3487.401367
	Iteration 282Q: 3 clusters Score -1.416851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -14168521.000000 Penalty: 3487.401367
	Iteration 283Q: 3 clusters Score -1.416852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -14168507.000000 Penalty: 3487.401367
	Iteration 284Q: 3 clusters Score -1.416851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -14168504.000000 Penalty: 3487.401367
	Iteration 285Q: 3 clusters Score -1.41685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -14168507.000000 Penalty: 3487.401367
	Iteration 286Q: 3 clusters Score -1.416851e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -14168496.000000 Penalty: 3487.401367
	Iteration 287Q: 3 clusters Score -1.41685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -14168501.000000 Penalty: 3487.401367
	Iteration 288Q: 3 clusters Score -1.41685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -14168507.000000 Penalty: 3487.401367
	Iteration 289Q: 3 clusters Score -1.416851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -14168513.000000 Penalty: 3487.401367
	Iteration 290Q: 3 clusters Score -1.416851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -14168507.000000 Penalty: 3487.401367
	Iteration 291Q: 3 clusters Score -1.416851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -14168510.000000 Penalty: 3487.401367
	Iteration 292Q: 3 clusters Score -1.416851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -14168518.000000 Penalty: 3487.401367
	Iteration 293Q: 3 clusters Score -1.416852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -14168529.000000 Penalty: 3487.401367
	Iteration 294Q: 3 clusters Score -1.416853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -14168507.000000 Penalty: 3487.401367
	Iteration 295Q: 3 clusters Score -1.416851e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -14168511.000000 Penalty: 3487.401367
	Iteration 296Q: 3 clusters Score -1.416851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -14168513.000000 Penalty: 3487.401367
	Iteration 297Q: 3 clusters Score -1.416851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -14168517.000000 Penalty: 3487.401367
	Iteration 298Q: 3 clusters Score -1.416852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -14168517.000000 Penalty: 3487.401367
	Iteration 299Q: 3 clusters Score -1.416852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -14168500.000000 Penalty: 3487.401367
	Iteration 300F: 3 clusters Score -1.41685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -14168501.000000 Penalty: 3487.401367
	Iteration 301Q: 3 clusters Score -1.41685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -14168480.000000 Penalty: 3487.401367
	Iteration 302Q: 3 clusters Score -1.416848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -14168476.000000 Penalty: 3487.401367
	Iteration 303Q: 3 clusters Score -1.416848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 90663 members 
Entering Unmasked Estep 
Score: -14168467.000000 Penalty: 3487.401367
	Iteration 304Q: 3 clusters Score -1.416847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -14168456.000000 Penalty: 3487.401367
	Iteration 305Q: 3 clusters Score -1.416846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -14168471.000000 Penalty: 3487.401367
	Iteration 306Q: 3 clusters Score -1.416847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -14168469.000000 Penalty: 3487.401367
	Iteration 307Q: 3 clusters Score -1.416847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -14168441.000000 Penalty: 3487.401367
	Iteration 308Q: 3 clusters Score -1.416844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -14168440.000000 Penalty: 3487.401367
	Iteration 309Q: 3 clusters Score -1.416844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -14168452.000000 Penalty: 3487.401367
	Iteration 310Q: 3 clusters Score -1.416845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -14168429.000000 Penalty: 3487.401367
	Iteration 311Q: 3 clusters Score -1.416843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -14168456.000000 Penalty: 3487.401367
	Iteration 312Q: 3 clusters Score -1.416846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -14168442.000000 Penalty: 3487.401367
	Iteration 313Q: 3 clusters Score -1.416844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -14168418.000000 Penalty: 3487.401367
	Iteration 314Q: 3 clusters Score -1.416842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -14168412.000000 Penalty: 3487.401367
	Iteration 315Q: 3 clusters Score -1.416841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -14168401.000000 Penalty: 3487.401367
	Iteration 316Q: 3 clusters Score -1.41684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -14168408.000000 Penalty: 3487.401367
	Iteration 317Q: 3 clusters Score -1.416841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -14168424.000000 Penalty: 3487.401367
	Iteration 318Q: 3 clusters Score -1.416842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -14168414.000000 Penalty: 3487.401367
	Iteration 319Q: 3 clusters Score -1.416841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -14168420.000000 Penalty: 3487.401367
	Iteration 320F: 3 clusters Score -1.416842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -14168418.000000 Penalty: 3487.401367
	Iteration 321Q: 3 clusters Score -1.416842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -14168413.000000 Penalty: 3487.401367
	Iteration 322Q: 3 clusters Score -1.416841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -14168407.000000 Penalty: 3487.401367
	Iteration 323Q: 3 clusters Score -1.416841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -14168411.000000 Penalty: 3487.401367
	Iteration 324Q: 3 clusters Score -1.416841e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -14168392.000000 Penalty: 3487.401367
	Iteration 325Q: 3 clusters Score -1.416839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -14168394.000000 Penalty: 3487.401367
	Iteration 326Q: 3 clusters Score -1.416839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -14168395.000000 Penalty: 3487.401367
	Iteration 327Q: 3 clusters Score -1.41684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -14168386.000000 Penalty: 3487.401367
	Iteration 328Q: 3 clusters Score -1.416839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -14168387.000000 Penalty: 3487.401367
	Iteration 329Q: 3 clusters Score -1.416839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -14168389.000000 Penalty: 3487.401367
	Iteration 330Q: 3 clusters Score -1.416839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 91439 members 
Entering Unmasked Estep 
Score: -14168382.000000 Penalty: 3487.401367
	Iteration 331Q: 3 clusters Score -1.416838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -14168385.000000 Penalty: 3487.401367
	Iteration 332Q: 3 clusters Score -1.416838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -14168384.000000 Penalty: 3487.401367
	Iteration 333Q: 3 clusters Score -1.416838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -14168376.000000 Penalty: 3487.401367
	Iteration 334Q: 3 clusters Score -1.416838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -14168370.000000 Penalty: 3487.401367
	Iteration 335Q: 3 clusters Score -1.416837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -14168372.000000 Penalty: 3487.401367
	Iteration 336Q: 3 clusters Score -1.416837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -14168378.000000 Penalty: 3487.401367
	Iteration 337Q: 3 clusters Score -1.416838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -14168371.000000 Penalty: 3487.401367
	Iteration 338Q: 3 clusters Score -1.416837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -14168368.000000 Penalty: 3487.401367
	Iteration 339Q: 3 clusters Score -1.416837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -14168370.000000 Penalty: 3487.401367
	Iteration 340F: 3 clusters Score -1.416837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -14168376.000000 Penalty: 3487.401367
	Iteration 341Q: 3 clusters Score -1.416838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -14168369.000000 Penalty: 3487.401367
	Iteration 342Q: 3 clusters Score -1.416837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -14168371.000000 Penalty: 3487.401367
	Iteration 343Q: 3 clusters Score -1.416837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -14168375.000000 Penalty: 3487.401367
	Iteration 344Q: 3 clusters Score -1.416838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -14168367.000000 Penalty: 3487.401367
	Iteration 345Q: 3 clusters Score -1.416837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -14168364.000000 Penalty: 3487.401367
	Iteration 346Q: 3 clusters Score -1.416836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -14168364.000000 Penalty: 3487.401367
	Iteration 347Q: 3 clusters Score -1.416836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -14168366.000000 Penalty: 3487.401367
	Iteration 348Q: 3 clusters Score -1.416837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -14168368.000000 Penalty: 3487.401367
	Iteration 349Q: 3 clusters Score -1.416837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -14168368.000000 Penalty: 3487.401367
	Iteration 350Q: 3 clusters Score -1.416837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 91591 members 
Entering Unmasked Estep 
Score: -14168382.000000 Penalty: 3487.401367
	Iteration 351Q: 3 clusters Score -1.416838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -14168377.000000 Penalty: 3487.401367
	Iteration 352Q: 3 clusters Score -1.416838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -14168379.000000 Penalty: 3487.401367
	Iteration 353Q: 3 clusters Score -1.416838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -14168402.000000 Penalty: 3487.401367
	Iteration 354Q: 3 clusters Score -1.41684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -14168385.000000 Penalty: 3487.401367
	Iteration 355Q: 3 clusters Score -1.416838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -14168387.000000 Penalty: 3487.401367
	Iteration 356Q: 3 clusters Score -1.416839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -14168395.000000 Penalty: 3487.401367
	Iteration 357Q: 3 clusters Score -1.41684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -14168404.000000 Penalty: 3487.401367
	Iteration 358Q: 3 clusters Score -1.41684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -14168396.000000 Penalty: 3487.401367
	Iteration 359Q: 3 clusters Score -1.41684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -14168390.000000 Penalty: 3487.401367
	Iteration 360F: 3 clusters Score -1.416839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -14168398.000000 Penalty: 3487.401367
	Iteration 361Q: 3 clusters Score -1.41684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -14168392.000000 Penalty: 3487.401367
	Iteration 362Q: 3 clusters Score -1.416839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -14168388.000000 Penalty: 3487.401367
	Iteration 363Q: 3 clusters Score -1.416839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -14168386.000000 Penalty: 3487.401367
	Iteration 364Q: 3 clusters Score -1.416839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -14168382.000000 Penalty: 3487.401367
	Iteration 365Q: 3 clusters Score -1.416838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -14168376.000000 Penalty: 3487.401367
	Iteration 366Q: 3 clusters Score -1.416838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -14168366.000000 Penalty: 3487.401367
	Iteration 367Q: 3 clusters Score -1.416837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -14168392.000000 Penalty: 3487.401367
	Iteration 368Q: 3 clusters Score -1.416839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -14168393.000000 Penalty: 3487.401367
	Iteration 369Q: 3 clusters Score -1.416839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -14168388.000000 Penalty: 3487.401367
	Iteration 370Q: 3 clusters Score -1.416839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -14168375.000000 Penalty: 3487.401367
	Iteration 371Q: 3 clusters Score -1.416838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -14168354.000000 Penalty: 3487.401367
	Iteration 372Q: 3 clusters Score -1.416835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -14168351.000000 Penalty: 3487.401367
	Iteration 373Q: 3 clusters Score -1.416835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -14168362.000000 Penalty: 3487.401367
	Iteration 374Q: 3 clusters Score -1.416836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -14168353.000000 Penalty: 3487.401367
	Iteration 375Q: 3 clusters Score -1.416835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -14168360.000000 Penalty: 3487.401367
	Iteration 376Q: 3 clusters Score -1.416836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 92062 members 
Entering Unmasked Estep 
Score: -14168369.000000 Penalty: 3487.401367
	Iteration 377Q: 3 clusters Score -1.416837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -14168374.000000 Penalty: 3487.401367
	Iteration 378Q: 3 clusters Score -1.416837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -14168374.000000 Penalty: 3487.401367
	Iteration 379Q: 3 clusters Score -1.416837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -14168377.000000 Penalty: 3487.401367
	Iteration 380F: 3 clusters Score -1.416838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -14168369.000000 Penalty: 3487.401367
	Iteration 381Q: 3 clusters Score -1.416837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -14168369.000000 Penalty: 3487.401367
	Iteration 382Q: 3 clusters Score -1.416837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -14168371.000000 Penalty: 3487.401367
	Iteration 383Q: 3 clusters Score -1.416837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -14168369.000000 Penalty: 3487.401367
	Iteration 384Q: 3 clusters Score -1.416837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -14168363.000000 Penalty: 3487.401367
	Iteration 385Q: 3 clusters Score -1.416836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -14168358.000000 Penalty: 3487.401367
	Iteration 386Q: 3 clusters Score -1.416836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -14168371.000000 Penalty: 3487.401367
	Iteration 387Q: 3 clusters Score -1.416837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -14168372.000000 Penalty: 3487.401367
	Iteration 388Q: 3 clusters Score -1.416837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -14168372.000000 Penalty: 3487.401367
	Iteration 389F: 3 clusters Score -1.416837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 399 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 30681 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Mstep: Class 52 contains 5612 members 
Mstep: Class 53 contains 345 members 
Mstep: Class 54 contains 10565 members 
Mstep: Class 55 contains 471 members 
Mstep: Class 56 contains 10341 members 
Mstep: Class 57 contains 92132 members 
Entering Unmasked Estep 
Score: -111024296.000000 Penalty: 117209.742188
Splitting cluster 32 changes total score from -111015320.000000 to -111024296.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 33 (38185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Entering Unmasked Estep 
Score: -4209362.500000 Penalty: 1569.869385
	Iteration 0F: 2 clusters Score -4209362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4184490.500000 Penalty: 3139.738770
	Iteration 0F: 3 clusters Score -4184490 nChanged 17379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4193967.250000 Penalty: 3139.738770
	Iteration 1F: 3 clusters Score -4193967 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4194540.500000 Penalty: 3139.738770
	Iteration 2Q: 3 clusters Score -4194540 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4195146.500000 Penalty: 3139.738770
	Iteration 3Q: 3 clusters Score -4195146 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4195878.000000 Penalty: 3139.738770
	Iteration 4Q: 3 clusters Score -4195878 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4196720.500000 Penalty: 3139.738770
	Iteration 5Q: 3 clusters Score -4196720 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4197662.000000 Penalty: 3139.738770
	Iteration 6Q: 3 clusters Score -4197662 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4198800.500000 Penalty: 3139.738770
	Iteration 7F: 3 clusters Score -4198800 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4200114.500000 Penalty: 3139.738770
	Iteration 8F: 3 clusters Score -4200114 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4201592.500000 Penalty: 3139.738770
	Iteration 9F: 3 clusters Score -4201592 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4203013.000000 Penalty: 3139.738770
	Iteration 10F: 3 clusters Score -4203013 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4204184.500000 Penalty: 3139.738770
	Iteration 11Q: 3 clusters Score -4204184 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4204994.000000 Penalty: 3139.738770
	Iteration 12Q: 3 clusters Score -4204994 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -4205600.000000 Penalty: 3139.738770
	Iteration 13Q: 3 clusters Score -4205600 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4206028.500000 Penalty: 3139.738770
	Iteration 14Q: 3 clusters Score -4206028 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4206427.000000 Penalty: 3139.738770
	Iteration 15Q: 3 clusters Score -4206427 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4206736.000000 Penalty: 3139.738770
	Iteration 16Q: 3 clusters Score -4206736 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4206958.500000 Penalty: 3139.738770
	Iteration 17Q: 3 clusters Score -4206958 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4207186.000000 Penalty: 3139.738770
	Iteration 18Q: 3 clusters Score -4207186 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4207358.000000 Penalty: 3139.738770
	Iteration 19Q: 3 clusters Score -4207358 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4207539.500000 Penalty: 3139.738770
	Iteration 20F: 3 clusters Score -4207540 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4207688.500000 Penalty: 3139.738770
	Iteration 21Q: 3 clusters Score -4207688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4207817.500000 Penalty: 3139.738770
	Iteration 22Q: 3 clusters Score -4207818 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4207953.500000 Penalty: 3139.738770
	Iteration 23Q: 3 clusters Score -4207954 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4208065.000000 Penalty: 3139.738770
	Iteration 24Q: 3 clusters Score -4208065 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4208176.000000 Penalty: 3139.738770
	Iteration 25Q: 3 clusters Score -4208176 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4208287.000000 Penalty: 3139.738770
	Iteration 26Q: 3 clusters Score -4208287 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4208360.500000 Penalty: 3139.738770
	Iteration 27Q: 3 clusters Score -4208360 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4208420.500000 Penalty: 3139.738770
	Iteration 28Q: 3 clusters Score -4208420 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4208476.000000 Penalty: 3139.738770
	Iteration 29Q: 3 clusters Score -4208476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4208524.500000 Penalty: 3139.738770
	Iteration 30Q: 3 clusters Score -4208524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4208548.500000 Penalty: 3139.738770
	Iteration 31Q: 3 clusters Score -4208548 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4208562.500000 Penalty: 3139.738770
	Iteration 32Q: 3 clusters Score -4208562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4208597.000000 Penalty: 3139.738770
	Iteration 33Q: 3 clusters Score -4208597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4208632.000000 Penalty: 3139.738770
	Iteration 34Q: 3 clusters Score -4208632 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4208667.000000 Penalty: 3139.738770
	Iteration 35Q: 3 clusters Score -4208667 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4208682.500000 Penalty: 3139.738770
	Iteration 36Q: 3 clusters Score -4208682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4208705.500000 Penalty: 3139.738770
	Iteration 37Q: 3 clusters Score -4208706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4208718.000000 Penalty: 3139.738770
	Iteration 38Q: 3 clusters Score -4208718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4208721.500000 Penalty: 3139.738770
	Iteration 39Q: 3 clusters Score -4208722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4208735.500000 Penalty: 3139.738770
	Iteration 40F: 3 clusters Score -4208736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4208755.500000 Penalty: 3139.738770
	Iteration 41Q: 3 clusters Score -4208756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4208774.000000 Penalty: 3139.738770
	Iteration 42Q: 3 clusters Score -4208774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4208788.000000 Penalty: 3139.738770
	Iteration 43Q: 3 clusters Score -4208788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4208787.000000 Penalty: 3139.738770
	Iteration 44Q: 3 clusters Score -4208787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4208790.500000 Penalty: 3139.738770
	Iteration 45Q: 3 clusters Score -4208790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4208789.000000 Penalty: 3139.738770
	Iteration 46Q: 3 clusters Score -4208789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4208798.000000 Penalty: 3139.738770
	Iteration 47Q: 3 clusters Score -4208798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4208798.000000 Penalty: 3139.738770
	Iteration 48Q: 3 clusters Score -4208798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4208808.000000 Penalty: 3139.738770
	Iteration 49Q: 3 clusters Score -4208808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4208821.500000 Penalty: 3139.738770
	Iteration 50Q: 3 clusters Score -4208822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4208822.000000 Penalty: 3139.738770
	Iteration 51Q: 3 clusters Score -4208822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4208834.500000 Penalty: 3139.738770
	Iteration 52Q: 3 clusters Score -4208834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4208830.500000 Penalty: 3139.738770
	Iteration 53Q: 3 clusters Score -4208830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4208831.500000 Penalty: 3139.738770
	Iteration 54Q: 3 clusters Score -4208832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4208840.000000 Penalty: 3139.738770
	Iteration 55Q: 3 clusters Score -4208840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4208842.500000 Penalty: 3139.738770
	Iteration 56Q: 3 clusters Score -4208842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4208851.500000 Penalty: 3139.738770
	Iteration 57Q: 3 clusters Score -4208852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4208854.500000 Penalty: 3139.738770
	Iteration 58Q: 3 clusters Score -4208854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4208852.500000 Penalty: 3139.738770
	Iteration 59Q: 3 clusters Score -4208852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4208854.500000 Penalty: 3139.738770
	Iteration 60F: 3 clusters Score -4208854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4208862.500000 Penalty: 3139.738770
	Iteration 61Q: 3 clusters Score -4208862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4208858.500000 Penalty: 3139.738770
	Iteration 62Q: 3 clusters Score -4208858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4208863.000000 Penalty: 3139.738770
	Iteration 63Q: 3 clusters Score -4208863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4208865.000000 Penalty: 3139.738770
	Iteration 64Q: 3 clusters Score -4208865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4208865.500000 Penalty: 3139.738770
	Iteration 65Q: 3 clusters Score -4208866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4208866.000000 Penalty: 3139.738770
	Iteration 66Q: 3 clusters Score -4208866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4208876.500000 Penalty: 3139.738770
	Iteration 67Q: 3 clusters Score -4208876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4208873.500000 Penalty: 3139.738770
	Iteration 68Q: 3 clusters Score -4208874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4208876.000000 Penalty: 3139.738770
	Iteration 69Q: 3 clusters Score -4208876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4208877.500000 Penalty: 3139.738770
	Iteration 70Q: 3 clusters Score -4208878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4208877.500000 Penalty: 3139.738770
	Iteration 71Q: 3 clusters Score -4208878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4208886.500000 Penalty: 3139.738770
	Iteration 72Q: 3 clusters Score -4208886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4208883.000000 Penalty: 3139.738770
	Iteration 73Q: 3 clusters Score -4208883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4208889.500000 Penalty: 3139.738770
	Iteration 74Q: 3 clusters Score -4208890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4208892.000000 Penalty: 3139.738770
	Iteration 75Q: 3 clusters Score -4208892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4208896.500000 Penalty: 3139.738770
	Iteration 76Q: 3 clusters Score -4208896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4208893.000000 Penalty: 3139.738770
	Iteration 77Q: 3 clusters Score -4208893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4208898.500000 Penalty: 3139.738770
	Iteration 78Q: 3 clusters Score -4208898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4208904.000000 Penalty: 3139.738770
	Iteration 79Q: 3 clusters Score -4208904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4208897.000000 Penalty: 3139.738770
	Iteration 80F: 3 clusters Score -4208897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4208894.500000 Penalty: 3139.738770
	Iteration 81Q: 3 clusters Score -4208894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4208895.500000 Penalty: 3139.738770
	Iteration 82Q: 3 clusters Score -4208896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4208896.000000 Penalty: 3139.738770
	Iteration 83Q: 3 clusters Score -4208896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4208898.500000 Penalty: 3139.738770
	Iteration 84Q: 3 clusters Score -4208898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4208901.000000 Penalty: 3139.738770
	Iteration 85Q: 3 clusters Score -4208901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4208894.500000 Penalty: 3139.738770
	Iteration 86Q: 3 clusters Score -4208894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4208895.500000 Penalty: 3139.738770
	Iteration 87Q: 3 clusters Score -4208896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4208888.000000 Penalty: 3139.738770
	Iteration 88Q: 3 clusters Score -4208888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4208883.000000 Penalty: 3139.738770
	Iteration 89Q: 3 clusters Score -4208883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4208883.000000 Penalty: 3139.738770
	Iteration 90Q: 3 clusters Score -4208883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -4208884.000000 Penalty: 3139.738770
	Iteration 91Q: 3 clusters Score -4208884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4208888.000000 Penalty: 3139.738770
	Iteration 92Q: 3 clusters Score -4208888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4208885.500000 Penalty: 3139.738770
	Iteration 93Q: 3 clusters Score -4208886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4208884.000000 Penalty: 3139.738770
	Iteration 94Q: 3 clusters Score -4208884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4208887.500000 Penalty: 3139.738770
	Iteration 95Q: 3 clusters Score -4208888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4208883.500000 Penalty: 3139.738770
	Iteration 96Q: 3 clusters Score -4208884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4208885.000000 Penalty: 3139.738770
	Iteration 97Q: 3 clusters Score -4208885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4208876.500000 Penalty: 3139.738770
	Iteration 98Q: 3 clusters Score -4208876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4208875.500000 Penalty: 3139.738770
	Iteration 99Q: 3 clusters Score -4208876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4208872.500000 Penalty: 3139.738770
	Iteration 100F: 3 clusters Score -4208872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4208881.500000 Penalty: 3139.738770
	Iteration 101Q: 3 clusters Score -4208882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4208884.500000 Penalty: 3139.738770
	Iteration 102Q: 3 clusters Score -4208884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4208890.500000 Penalty: 3139.738770
	Iteration 103Q: 3 clusters Score -4208890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4208887.000000 Penalty: 3139.738770
	Iteration 104Q: 3 clusters Score -4208887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4208882.500000 Penalty: 3139.738770
	Iteration 105Q: 3 clusters Score -4208882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4208887.500000 Penalty: 3139.738770
	Iteration 106Q: 3 clusters Score -4208888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4208880.500000 Penalty: 3139.738770
	Iteration 107Q: 3 clusters Score -4208880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4208887.500000 Penalty: 3139.738770
	Iteration 108Q: 3 clusters Score -4208888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4208886.000000 Penalty: 3139.738770
	Iteration 109Q: 3 clusters Score -4208886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4208893.000000 Penalty: 3139.738770
	Iteration 110Q: 3 clusters Score -4208893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4208893.000000 Penalty: 3139.738770
	Iteration 111F: 3 clusters Score -4208893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -861814.125000 Penalty: 1333.470459
	Iteration 0F: 2 clusters Score -861814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -856492.000000 Penalty: 2666.940918
	Iteration 0F: 3 clusters Score -856492 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -858170.062500 Penalty: 2666.940918
	Iteration 1F: 3 clusters Score -858170.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -858440.750000 Penalty: 2666.940918
	Iteration 2F: 3 clusters Score -858440.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -858629.750000 Penalty: 2666.940918
	Iteration 3F: 3 clusters Score -858629.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -858795.562500 Penalty: 2666.940918
	Iteration 4Q: 3 clusters Score -858795.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -858934.312500 Penalty: 2666.940918
	Iteration 5Q: 3 clusters Score -858934.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -859060.187500 Penalty: 2666.940918
	Iteration 6Q: 3 clusters Score -859060.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -859172.312500 Penalty: 2666.940918
	Iteration 7Q: 3 clusters Score -859172.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -859294.125000 Penalty: 2666.940918
	Iteration 8Q: 3 clusters Score -859294.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -859391.312500 Penalty: 2666.940918
	Iteration 9Q: 3 clusters Score -859391.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -859479.562500 Penalty: 2666.940918
	Iteration 10Q: 3 clusters Score -859479.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -859586.937500 Penalty: 2666.940918
	Iteration 11Q: 3 clusters Score -859586.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -859681.687500 Penalty: 2666.940918
	Iteration 12Q: 3 clusters Score -859681.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -859767.250000 Penalty: 2666.940918
	Iteration 13Q: 3 clusters Score -859767.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -859843.687500 Penalty: 2666.940918
	Iteration 14Q: 3 clusters Score -859843.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -859933.312500 Penalty: 2666.940918
	Iteration 15Q: 3 clusters Score -859933.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -860035.500000 Penalty: 2666.940918
	Iteration 16Q: 3 clusters Score -860035.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -860126.250000 Penalty: 2666.940918
	Iteration 17Q: 3 clusters Score -860126.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -860209.187500 Penalty: 2666.940918
	Iteration 18Q: 3 clusters Score -860209.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -860278.125000 Penalty: 2666.940918
	Iteration 19Q: 3 clusters Score -860278.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -860335.187500 Penalty: 2666.940918
	Iteration 20F: 3 clusters Score -860335.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -860380.625000 Penalty: 2666.940918
	Iteration 21Q: 3 clusters Score -860380.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -860418.875000 Penalty: 2666.940918
	Iteration 22Q: 3 clusters Score -860418.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -860458.562500 Penalty: 2666.940918
	Iteration 23Q: 3 clusters Score -860458.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -860495.000000 Penalty: 2666.940918
	Iteration 24Q: 3 clusters Score -860495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -860526.375000 Penalty: 2666.940918
	Iteration 25Q: 3 clusters Score -860526.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -860546.062500 Penalty: 2666.940918
	Iteration 26Q: 3 clusters Score -860546.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -860562.687500 Penalty: 2666.940918
	Iteration 27Q: 3 clusters Score -860562.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -860585.187500 Penalty: 2666.940918
	Iteration 28Q: 3 clusters Score -860585.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -860608.812500 Penalty: 2666.940918
	Iteration 29Q: 3 clusters Score -860608.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -860629.875000 Penalty: 2666.940918
	Iteration 30Q: 3 clusters Score -860629.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -860649.187500 Penalty: 2666.940918
	Iteration 31Q: 3 clusters Score -860649.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -860670.062500 Penalty: 2666.940918
	Iteration 32Q: 3 clusters Score -860670.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -860686.687500 Penalty: 2666.940918
	Iteration 33Q: 3 clusters Score -860686.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -860707.000000 Penalty: 2666.940918
	Iteration 34Q: 3 clusters Score -860707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -860719.375000 Penalty: 2666.940918
	Iteration 35Q: 3 clusters Score -860719.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -860736.250000 Penalty: 2666.940918
	Iteration 36Q: 3 clusters Score -860736.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -860767.562500 Penalty: 2666.940918
	Iteration 37Q: 3 clusters Score -860767.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -860796.125000 Penalty: 2666.940918
	Iteration 38Q: 3 clusters Score -860796.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -860831.062500 Penalty: 2666.940918
	Iteration 39Q: 3 clusters Score -860831.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -860859.562500 Penalty: 2666.940918
	Iteration 40F: 3 clusters Score -860859.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -860895.375000 Penalty: 2666.940918
	Iteration 41Q: 3 clusters Score -860895.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -860914.250000 Penalty: 2666.940918
	Iteration 42Q: 3 clusters Score -860914.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -860939.562500 Penalty: 2666.940918
	Iteration 43Q: 3 clusters Score -860939.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -860964.250000 Penalty: 2666.940918
	Iteration 44Q: 3 clusters Score -860964.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -860996.687500 Penalty: 2666.940918
	Iteration 45Q: 3 clusters Score -860996.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -861047.250000 Penalty: 2666.940918
	Iteration 46Q: 3 clusters Score -861047.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -861097.437500 Penalty: 2666.940918
	Iteration 47Q: 3 clusters Score -861097.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -861120.000000 Penalty: 2666.940918
	Iteration 48Q: 3 clusters Score -861120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -861131.500000 Penalty: 2666.940918
	Iteration 49Q: 3 clusters Score -861131.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -861139.625000 Penalty: 2666.940918
	Iteration 50Q: 3 clusters Score -861139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -861142.625000 Penalty: 2666.940918
	Iteration 51Q: 3 clusters Score -861142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -861147.875000 Penalty: 2666.940918
	Iteration 52Q: 3 clusters Score -861147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -861150.625000 Penalty: 2666.940918
	Iteration 53Q: 3 clusters Score -861150.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -861153.187500 Penalty: 2666.940918
	Iteration 54Q: 3 clusters Score -861153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -861154.250000 Penalty: 2666.940918
	Iteration 55Q: 3 clusters Score -861154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -861156.937500 Penalty: 2666.940918
	Iteration 56Q: 3 clusters Score -861156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -861159.375000 Penalty: 2666.940918
	Iteration 57Q: 3 clusters Score -861159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -861160.250000 Penalty: 2666.940918
	Iteration 58Q: 3 clusters Score -861160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -861162.500000 Penalty: 2666.940918
	Iteration 59Q: 3 clusters Score -861162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -861163.125000 Penalty: 2666.940918
	Iteration 60F: 3 clusters Score -861163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -861163.062500 Penalty: 2666.940918
	Iteration 61Q: 3 clusters Score -861163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -861163.187500 Penalty: 2666.940918
	Iteration 62Q: 3 clusters Score -861163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -861164.000000 Penalty: 2666.940918
	Iteration 63Q: 3 clusters Score -861164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -861164.000000 Penalty: 2666.940918
	Iteration 64F: 3 clusters Score -861164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Entering Unmasked Estep 
Score: -5689509.000000 Penalty: 1612.347900
	Iteration 0F: 2 clusters Score -5689509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5656504.500000 Penalty: 3224.695801
	Iteration 0F: 3 clusters Score -5656504 nChanged 23356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5669506.500000 Penalty: 3224.695801
	Iteration 1F: 3 clusters Score -5669506 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5670241.500000 Penalty: 3224.695801
	Iteration 2Q: 3 clusters Score -5670242 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -5671020.000000 Penalty: 3224.695801
	Iteration 3Q: 3 clusters Score -5671020 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -5672038.000000 Penalty: 3224.695801
	Iteration 4Q: 3 clusters Score -5672038 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5673205.500000 Penalty: 3224.695801
	Iteration 5Q: 3 clusters Score -5673206 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5674823.500000 Penalty: 3224.695801
	Iteration 6F: 3 clusters Score -5674824 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5676860.000000 Penalty: 3224.695801
	Iteration 7F: 3 clusters Score -5676860 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5679154.000000 Penalty: 3224.695801
	Iteration 8F: 3 clusters Score -5679154 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5681160.500000 Penalty: 3224.695801
	Iteration 9F: 3 clusters Score -5681160 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5682336.000000 Penalty: 3224.695801
	Iteration 10Q: 3 clusters Score -5682336 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5683034.500000 Penalty: 3224.695801
	Iteration 11Q: 3 clusters Score -5683034 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5683533.000000 Penalty: 3224.695801
	Iteration 12Q: 3 clusters Score -5683533 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5683996.500000 Penalty: 3224.695801
	Iteration 13Q: 3 clusters Score -5683996 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5684440.000000 Penalty: 3224.695801
	Iteration 14Q: 3 clusters Score -5684440 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -5684810.500000 Penalty: 3224.695801
	Iteration 15Q: 3 clusters Score -5684810 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -5685141.000000 Penalty: 3224.695801
	Iteration 16Q: 3 clusters Score -5685141 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5685452.500000 Penalty: 3224.695801
	Iteration 17Q: 3 clusters Score -5685452 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5685655.000000 Penalty: 3224.695801
	Iteration 18Q: 3 clusters Score -5685655 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5685840.500000 Penalty: 3224.695801
	Iteration 19Q: 3 clusters Score -5685840 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -5685968.000000 Penalty: 3224.695801
	Iteration 20F: 3 clusters Score -5685968 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5686018.500000 Penalty: 3224.695801
	Iteration 21Q: 3 clusters Score -5686018 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -5686078.000000 Penalty: 3224.695801
	Iteration 22Q: 3 clusters Score -5686078 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5686155.500000 Penalty: 3224.695801
	Iteration 23Q: 3 clusters Score -5686156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5686180.000000 Penalty: 3224.695801
	Iteration 24Q: 3 clusters Score -5686180 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -5686238.500000 Penalty: 3224.695801
	Iteration 25Q: 3 clusters Score -5686238 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5686298.500000 Penalty: 3224.695801
	Iteration 26Q: 3 clusters Score -5686298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5686330.500000 Penalty: 3224.695801
	Iteration 27Q: 3 clusters Score -5686330 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5686371.500000 Penalty: 3224.695801
	Iteration 28Q: 3 clusters Score -5686372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -5686393.500000 Penalty: 3224.695801
	Iteration 29Q: 3 clusters Score -5686394 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -5686458.000000 Penalty: 3224.695801
	Iteration 30Q: 3 clusters Score -5686458 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5686474.000000 Penalty: 3224.695801
	Iteration 31Q: 3 clusters Score -5686474 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5686477.000000 Penalty: 3224.695801
	Iteration 32Q: 3 clusters Score -5686477 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -5686510.500000 Penalty: 3224.695801
	Iteration 33Q: 3 clusters Score -5686510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -5686536.500000 Penalty: 3224.695801
	Iteration 34Q: 3 clusters Score -5686536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5686546.000000 Penalty: 3224.695801
	Iteration 35Q: 3 clusters Score -5686546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5686572.500000 Penalty: 3224.695801
	Iteration 36Q: 3 clusters Score -5686572 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5686598.000000 Penalty: 3224.695801
	Iteration 37Q: 3 clusters Score -5686598 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -5686606.000000 Penalty: 3224.695801
	Iteration 38Q: 3 clusters Score -5686606 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5686660.000000 Penalty: 3224.695801
	Iteration 39Q: 3 clusters Score -5686660 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5686687.500000 Penalty: 3224.695801
	Iteration 40F: 3 clusters Score -5686688 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -5686710.000000 Penalty: 3224.695801
	Iteration 41Q: 3 clusters Score -5686710 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5686712.500000 Penalty: 3224.695801
	Iteration 42Q: 3 clusters Score -5686712 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -5686754.500000 Penalty: 3224.695801
	Iteration 43Q: 3 clusters Score -5686754 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5686791.500000 Penalty: 3224.695801
	Iteration 44Q: 3 clusters Score -5686792 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -5686828.500000 Penalty: 3224.695801
	Iteration 45Q: 3 clusters Score -5686828 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -5686906.500000 Penalty: 3224.695801
	Iteration 46Q: 3 clusters Score -5686906 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -5686926.000000 Penalty: 3224.695801
	Iteration 47Q: 3 clusters Score -5686926 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -5686957.500000 Penalty: 3224.695801
	Iteration 48Q: 3 clusters Score -5686958 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5686993.500000 Penalty: 3224.695801
	Iteration 49Q: 3 clusters Score -5686994 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -5687044.500000 Penalty: 3224.695801
	Iteration 50Q: 3 clusters Score -5687044 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -5687076.000000 Penalty: 3224.695801
	Iteration 51Q: 3 clusters Score -5687076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5687103.500000 Penalty: 3224.695801
	Iteration 52Q: 3 clusters Score -5687104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5687118.500000 Penalty: 3224.695801
	Iteration 53Q: 3 clusters Score -5687118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -5687143.500000 Penalty: 3224.695801
	Iteration 54Q: 3 clusters Score -5687144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -5687176.500000 Penalty: 3224.695801
	Iteration 55Q: 3 clusters Score -5687176 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -5687190.000000 Penalty: 3224.695801
	Iteration 56Q: 3 clusters Score -5687190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -5687201.000000 Penalty: 3224.695801
	Iteration 57Q: 3 clusters Score -5687201 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5687237.000000 Penalty: 3224.695801
	Iteration 58Q: 3 clusters Score -5687237 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -5687268.000000 Penalty: 3224.695801
	Iteration 59Q: 3 clusters Score -5687268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -5687307.000000 Penalty: 3224.695801
	Iteration 60F: 3 clusters Score -5687307 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -5687353.000000 Penalty: 3224.695801
	Iteration 61Q: 3 clusters Score -5687353 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -5687365.500000 Penalty: 3224.695801
	Iteration 62Q: 3 clusters Score -5687366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5687411.000000 Penalty: 3224.695801
	Iteration 63Q: 3 clusters Score -5687411 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5687452.500000 Penalty: 3224.695801
	Iteration 64Q: 3 clusters Score -5687452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5687494.500000 Penalty: 3224.695801
	Iteration 65Q: 3 clusters Score -5687494 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5687518.000000 Penalty: 3224.695801
	Iteration 66Q: 3 clusters Score -5687518 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5687540.000000 Penalty: 3224.695801
	Iteration 67Q: 3 clusters Score -5687540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -5687590.000000 Penalty: 3224.695801
	Iteration 68Q: 3 clusters Score -5687590 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5687623.000000 Penalty: 3224.695801
	Iteration 69Q: 3 clusters Score -5687623 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5687649.500000 Penalty: 3224.695801
	Iteration 70Q: 3 clusters Score -5687650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5687677.500000 Penalty: 3224.695801
	Iteration 71Q: 3 clusters Score -5687678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5687708.500000 Penalty: 3224.695801
	Iteration 72Q: 3 clusters Score -5687708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5687728.000000 Penalty: 3224.695801
	Iteration 73Q: 3 clusters Score -5687728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5687751.500000 Penalty: 3224.695801
	Iteration 74Q: 3 clusters Score -5687752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -5687769.500000 Penalty: 3224.695801
	Iteration 75Q: 3 clusters Score -5687770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5687799.500000 Penalty: 3224.695801
	Iteration 76Q: 3 clusters Score -5687800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5687818.500000 Penalty: 3224.695801
	Iteration 77Q: 3 clusters Score -5687818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5687816.500000 Penalty: 3224.695801
	Iteration 78Q: 3 clusters Score -5687816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5687837.000000 Penalty: 3224.695801
	Iteration 79Q: 3 clusters Score -5687837 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5687854.000000 Penalty: 3224.695801
	Iteration 80F: 3 clusters Score -5687854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5687895.500000 Penalty: 3224.695801
	Iteration 81Q: 3 clusters Score -5687896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5687909.500000 Penalty: 3224.695801
	Iteration 82Q: 3 clusters Score -5687910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5687922.500000 Penalty: 3224.695801
	Iteration 83Q: 3 clusters Score -5687922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5687930.500000 Penalty: 3224.695801
	Iteration 84Q: 3 clusters Score -5687930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5687958.000000 Penalty: 3224.695801
	Iteration 85Q: 3 clusters Score -5687958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5687989.000000 Penalty: 3224.695801
	Iteration 86Q: 3 clusters Score -5687989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5688017.000000 Penalty: 3224.695801
	Iteration 87Q: 3 clusters Score -5688017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5688031.000000 Penalty: 3224.695801
	Iteration 88Q: 3 clusters Score -5688031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5688074.500000 Penalty: 3224.695801
	Iteration 89Q: 3 clusters Score -5688074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5688091.500000 Penalty: 3224.695801
	Iteration 90Q: 3 clusters Score -5688092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5688108.000000 Penalty: 3224.695801
	Iteration 91Q: 3 clusters Score -5688108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5688133.000000 Penalty: 3224.695801
	Iteration 92Q: 3 clusters Score -5688133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5688140.000000 Penalty: 3224.695801
	Iteration 93Q: 3 clusters Score -5688140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5688179.500000 Penalty: 3224.695801
	Iteration 94Q: 3 clusters Score -5688180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5688191.000000 Penalty: 3224.695801
	Iteration 95Q: 3 clusters Score -5688191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5688188.000000 Penalty: 3224.695801
	Iteration 96Q: 3 clusters Score -5688188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5688203.500000 Penalty: 3224.695801
	Iteration 97Q: 3 clusters Score -5688204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5688210.500000 Penalty: 3224.695801
	Iteration 98Q: 3 clusters Score -5688210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5688249.500000 Penalty: 3224.695801
	Iteration 99Q: 3 clusters Score -5688250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5688268.500000 Penalty: 3224.695801
	Iteration 100F: 3 clusters Score -5688268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5688275.500000 Penalty: 3224.695801
	Iteration 101Q: 3 clusters Score -5688276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5688289.000000 Penalty: 3224.695801
	Iteration 102Q: 3 clusters Score -5688289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5688313.000000 Penalty: 3224.695801
	Iteration 103Q: 3 clusters Score -5688313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5688316.500000 Penalty: 3224.695801
	Iteration 104Q: 3 clusters Score -5688316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5688333.500000 Penalty: 3224.695801
	Iteration 105Q: 3 clusters Score -5688334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5688336.500000 Penalty: 3224.695801
	Iteration 106Q: 3 clusters Score -5688336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5688346.500000 Penalty: 3224.695801
	Iteration 107Q: 3 clusters Score -5688346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5688355.500000 Penalty: 3224.695801
	Iteration 108Q: 3 clusters Score -5688356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5688361.500000 Penalty: 3224.695801
	Iteration 109Q: 3 clusters Score -5688362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5688363.000000 Penalty: 3224.695801
	Iteration 110Q: 3 clusters Score -5688363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5688366.000000 Penalty: 3224.695801
	Iteration 111Q: 3 clusters Score -5688366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5688362.500000 Penalty: 3224.695801
	Iteration 112Q: 3 clusters Score -5688362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5688366.000000 Penalty: 3224.695801
	Iteration 113Q: 3 clusters Score -5688366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5688366.000000 Penalty: 3224.695801
	Iteration 114Q: 3 clusters Score -5688366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5688363.000000 Penalty: 3224.695801
	Iteration 115Q: 3 clusters Score -5688363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5688363.000000 Penalty: 3224.695801
	Iteration 116F: 3 clusters Score -5688363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Entering Unmasked Estep 
Score: -2446149.250000 Penalty: 1479.718018
	Iteration 0F: 2 clusters Score -2446149 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 10454 members 
Entering Unmasked Estep 
Score: -2432559.750000 Penalty: 2959.436035
	Iteration 0F: 3 clusters Score -2432560 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2437573.250000 Penalty: 2959.436035
	Iteration 1F: 3 clusters Score -2437573 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2437922.000000 Penalty: 2959.436035
	Iteration 2F: 3 clusters Score -2437922 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2438179.000000 Penalty: 2959.436035
	Iteration 3Q: 3 clusters Score -2438179 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2438386.500000 Penalty: 2959.436035
	Iteration 4Q: 3 clusters Score -2438386 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2438577.750000 Penalty: 2959.436035
	Iteration 5Q: 3 clusters Score -2438578 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2438757.250000 Penalty: 2959.436035
	Iteration 6Q: 3 clusters Score -2438757 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2438981.750000 Penalty: 2959.436035
	Iteration 7Q: 3 clusters Score -2438982 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2439242.750000 Penalty: 2959.436035
	Iteration 8Q: 3 clusters Score -2439243 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2439623.250000 Penalty: 2959.436035
	Iteration 9Q: 3 clusters Score -2439623 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2440172.500000 Penalty: 2959.436035
	Iteration 10Q: 3 clusters Score -2440172 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2440894.750000 Penalty: 2959.436035
	Iteration 11F: 3 clusters Score -2440895 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2441774.250000 Penalty: 2959.436035
	Iteration 12F: 3 clusters Score -2441774 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2442724.250000 Penalty: 2959.436035
	Iteration 13F: 3 clusters Score -2442724 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2443612.000000 Penalty: 2959.436035
	Iteration 14Q: 3 clusters Score -2443612 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2444193.500000 Penalty: 2959.436035
	Iteration 15Q: 3 clusters Score -2444194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2444531.750000 Penalty: 2959.436035
	Iteration 16Q: 3 clusters Score -2444532 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2444715.500000 Penalty: 2959.436035
	Iteration 17Q: 3 clusters Score -2444716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2444815.750000 Penalty: 2959.436035
	Iteration 18Q: 3 clusters Score -2444816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2444854.750000 Penalty: 2959.436035
	Iteration 19Q: 3 clusters Score -2444855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2444888.500000 Penalty: 2959.436035
	Iteration 20F: 3 clusters Score -2444888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2444905.250000 Penalty: 2959.436035
	Iteration 21Q: 3 clusters Score -2444905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2444910.750000 Penalty: 2959.436035
	Iteration 22Q: 3 clusters Score -2444911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2444917.000000 Penalty: 2959.436035
	Iteration 23Q: 3 clusters Score -2444917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2444916.250000 Penalty: 2959.436035
	Iteration 24Q: 3 clusters Score -2444916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2444920.000000 Penalty: 2959.436035
	Iteration 25Q: 3 clusters Score -2444920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2444918.000000 Penalty: 2959.436035
	Iteration 26Q: 3 clusters Score -2444918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2444918.000000 Penalty: 2959.436035
	Iteration 27F: 3 clusters Score -2444918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Entering Unmasked Estep 
Score: -1991560.000000 Penalty: 1462.142822
	Iteration 0F: 2 clusters Score -1991560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1979497.125000 Penalty: 2924.285645
	Iteration 0F: 3 clusters Score -1979497 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1983740.375000 Penalty: 2924.285645
	Iteration 1F: 3 clusters Score -1983740 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1984110.500000 Penalty: 2924.285645
	Iteration 2F: 3 clusters Score -1984110 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1984385.000000 Penalty: 2924.285645
	Iteration 3Q: 3 clusters Score -1984385 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1984641.750000 Penalty: 2924.285645
	Iteration 4Q: 3 clusters Score -1984642 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1984886.500000 Penalty: 2924.285645
	Iteration 5Q: 3 clusters Score -1984886 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1985097.500000 Penalty: 2924.285645
	Iteration 6Q: 3 clusters Score -1985098 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1985288.875000 Penalty: 2924.285645
	Iteration 7Q: 3 clusters Score -1985289 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1985495.250000 Penalty: 2924.285645
	Iteration 8Q: 3 clusters Score -1985495 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1985731.375000 Penalty: 2924.285645
	Iteration 9Q: 3 clusters Score -1985731 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1985993.250000 Penalty: 2924.285645
	Iteration 10Q: 3 clusters Score -1985993 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1986278.500000 Penalty: 2924.285645
	Iteration 11Q: 3 clusters Score -1986278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1986554.125000 Penalty: 2924.285645
	Iteration 12Q: 3 clusters Score -1986554 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1986865.125000 Penalty: 2924.285645
	Iteration 13Q: 3 clusters Score -1986865 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1987257.625000 Penalty: 2924.285645
	Iteration 14Q: 3 clusters Score -1987258 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1987700.125000 Penalty: 2924.285645
	Iteration 15Q: 3 clusters Score -1987700 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1988160.000000 Penalty: 2924.285645
	Iteration 16Q: 3 clusters Score -1988160 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1988614.500000 Penalty: 2924.285645
	Iteration 17Q: 3 clusters Score -1988614 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1989021.875000 Penalty: 2924.285645
	Iteration 18Q: 3 clusters Score -1989022 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1989376.000000 Penalty: 2924.285645
	Iteration 19Q: 3 clusters Score -1989376 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1989661.750000 Penalty: 2924.285645
	Iteration 20F: 3 clusters Score -1989662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1989847.500000 Penalty: 2924.285645
	Iteration 21Q: 3 clusters Score -1989848 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1990013.750000 Penalty: 2924.285645
	Iteration 22Q: 3 clusters Score -1990014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1990144.625000 Penalty: 2924.285645
	Iteration 23Q: 3 clusters Score -1990145 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1990232.500000 Penalty: 2924.285645
	Iteration 24Q: 3 clusters Score -1990232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1990285.875000 Penalty: 2924.285645
	Iteration 25Q: 3 clusters Score -1990286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1990334.250000 Penalty: 2924.285645
	Iteration 26Q: 3 clusters Score -1990334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1990380.125000 Penalty: 2924.285645
	Iteration 27Q: 3 clusters Score -1990380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1990417.875000 Penalty: 2924.285645
	Iteration 28Q: 3 clusters Score -1990418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1990442.750000 Penalty: 2924.285645
	Iteration 29Q: 3 clusters Score -1990443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1990462.875000 Penalty: 2924.285645
	Iteration 30Q: 3 clusters Score -1990463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1990489.875000 Penalty: 2924.285645
	Iteration 31Q: 3 clusters Score -1990490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1990502.250000 Penalty: 2924.285645
	Iteration 32Q: 3 clusters Score -1990502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1990518.375000 Penalty: 2924.285645
	Iteration 33Q: 3 clusters Score -1990518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1990526.625000 Penalty: 2924.285645
	Iteration 34Q: 3 clusters Score -1990527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1990533.750000 Penalty: 2924.285645
	Iteration 35Q: 3 clusters Score -1990534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1990541.375000 Penalty: 2924.285645
	Iteration 36Q: 3 clusters Score -1990541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1990546.500000 Penalty: 2924.285645
	Iteration 37Q: 3 clusters Score -1990546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1990550.625000 Penalty: 2924.285645
	Iteration 38Q: 3 clusters Score -1990551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1990554.500000 Penalty: 2924.285645
	Iteration 39Q: 3 clusters Score -1990554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1990566.625000 Penalty: 2924.285645
	Iteration 40F: 3 clusters Score -1990567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1990573.500000 Penalty: 2924.285645
	Iteration 41Q: 3 clusters Score -1990574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1990575.125000 Penalty: 2924.285645
	Iteration 42Q: 3 clusters Score -1990575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1990578.500000 Penalty: 2924.285645
	Iteration 43Q: 3 clusters Score -1990578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1990580.000000 Penalty: 2924.285645
	Iteration 44Q: 3 clusters Score -1990580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1990583.625000 Penalty: 2924.285645
	Iteration 45Q: 3 clusters Score -1990584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1990585.000000 Penalty: 2924.285645
	Iteration 46Q: 3 clusters Score -1990585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1990586.250000 Penalty: 2924.285645
	Iteration 47Q: 3 clusters Score -1990586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1990590.750000 Penalty: 2924.285645
	Iteration 48Q: 3 clusters Score -1990591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1990598.250000 Penalty: 2924.285645
	Iteration 49Q: 3 clusters Score -1990598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1990602.500000 Penalty: 2924.285645
	Iteration 50Q: 3 clusters Score -1990602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1990604.000000 Penalty: 2924.285645
	Iteration 51Q: 3 clusters Score -1990604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1990605.750000 Penalty: 2924.285645
	Iteration 52Q: 3 clusters Score -1990606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1990605.250000 Penalty: 2924.285645
	Iteration 53Q: 3 clusters Score -1990605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1990605.250000 Penalty: 2924.285645
	Iteration 54F: 3 clusters Score -1990605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -289716.093750 Penalty: 1173.337036
	Iteration 0F: 2 clusters Score -289716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -287457.156250 Penalty: 2346.674072
	Iteration 0F: 3 clusters Score -287457.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288053.343750 Penalty: 2346.674072
	Iteration 1F: 3 clusters Score -288053.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -288176.781250 Penalty: 2346.674072
	Iteration 2F: 3 clusters Score -288176.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288255.406250 Penalty: 2346.674072
	Iteration 3Q: 3 clusters Score -288255.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288320.937500 Penalty: 2346.674072
	Iteration 4Q: 3 clusters Score -288320.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288371.468750 Penalty: 2346.674072
	Iteration 5Q: 3 clusters Score -288371.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288407.125000 Penalty: 2346.674072
	Iteration 6Q: 3 clusters Score -288407.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288424.968750 Penalty: 2346.674072
	Iteration 7Q: 3 clusters Score -288425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -288435.406250 Penalty: 2346.674072
	Iteration 8Q: 3 clusters Score -288435.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -288445.031250 Penalty: 2346.674072
	Iteration 9Q: 3 clusters Score -288445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -288456.968750 Penalty: 2346.674072
	Iteration 10Q: 3 clusters Score -288457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288469.312500 Penalty: 2346.674072
	Iteration 11Q: 3 clusters Score -288469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288477.875000 Penalty: 2346.674072
	Iteration 12Q: 3 clusters Score -288477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288484.093750 Penalty: 2346.674072
	Iteration 13Q: 3 clusters Score -288484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288486.906250 Penalty: 2346.674072
	Iteration 14Q: 3 clusters Score -288486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288487.750000 Penalty: 2346.674072
	Iteration 15Q: 3 clusters Score -288487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288489.656250 Penalty: 2346.674072
	Iteration 16Q: 3 clusters Score -288489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288491.843750 Penalty: 2346.674072
	Iteration 17Q: 3 clusters Score -288491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288493.906250 Penalty: 2346.674072
	Iteration 18Q: 3 clusters Score -288493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288496.437500 Penalty: 2346.674072
	Iteration 19Q: 3 clusters Score -288496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288498.625000 Penalty: 2346.674072
	Iteration 20F: 3 clusters Score -288498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288502.312500 Penalty: 2346.674072
	Iteration 21Q: 3 clusters Score -288502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288505.312500 Penalty: 2346.674072
	Iteration 22Q: 3 clusters Score -288505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -288506.625000 Penalty: 2346.674072
	Iteration 23Q: 3 clusters Score -288506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -288507.812500 Penalty: 2346.674072
	Iteration 24Q: 3 clusters Score -288507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -288508.625000 Penalty: 2346.674072
	Iteration 25Q: 3 clusters Score -288508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -288509.437500 Penalty: 2346.674072
	Iteration 26Q: 3 clusters Score -288509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288510.687500 Penalty: 2346.674072
	Iteration 27Q: 3 clusters Score -288510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -288512.125000 Penalty: 2346.674072
	Iteration 28Q: 3 clusters Score -288512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -288513.093750 Penalty: 2346.674072
	Iteration 29Q: 3 clusters Score -288513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -288513.093750 Penalty: 2346.674072
	Iteration 30F: 3 clusters Score -288513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -648008.187500 Penalty: 1304.439575
	Iteration 0F: 2 clusters Score -648008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -643420.562500 Penalty: 2608.879150
	Iteration 0F: 3 clusters Score -643420.6 nChanged 2519
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: -644890.437500 Penalty: 2608.879150
	Iteration 1F: 3 clusters Score -644890.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -645158.562500 Penalty: 2608.879150
	Iteration 2F: 3 clusters Score -645158.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -645326.625000 Penalty: 2608.879150
	Iteration 3F: 3 clusters Score -645326.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -645457.625000 Penalty: 2608.879150
	Iteration 4Q: 3 clusters Score -645457.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -645580.062500 Penalty: 2608.879150
	Iteration 5Q: 3 clusters Score -645580.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -645696.062500 Penalty: 2608.879150
	Iteration 6Q: 3 clusters Score -645696.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -645816.937500 Penalty: 2608.879150
	Iteration 7Q: 3 clusters Score -645816.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -645955.875000 Penalty: 2608.879150
	Iteration 8Q: 3 clusters Score -645955.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -646135.750000 Penalty: 2608.879150
	Iteration 9Q: 3 clusters Score -646135.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -646330.312500 Penalty: 2608.879150
	Iteration 10Q: 3 clusters Score -646330.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -646537.250000 Penalty: 2608.879150
	Iteration 11Q: 3 clusters Score -646537.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -646718.312500 Penalty: 2608.879150
	Iteration 12Q: 3 clusters Score -646718.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -646879.062500 Penalty: 2608.879150
	Iteration 13Q: 3 clusters Score -646879.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -647001.125000 Penalty: 2608.879150
	Iteration 14Q: 3 clusters Score -647001.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -647104.187500 Penalty: 2608.879150
	Iteration 15Q: 3 clusters Score -647104.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -647163.875000 Penalty: 2608.879150
	Iteration 16Q: 3 clusters Score -647163.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -647229.125000 Penalty: 2608.879150
	Iteration 17Q: 3 clusters Score -647229.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -647282.750000 Penalty: 2608.879150
	Iteration 18Q: 3 clusters Score -647282.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -647328.000000 Penalty: 2608.879150
	Iteration 19Q: 3 clusters Score -647328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -647367.500000 Penalty: 2608.879150
	Iteration 20F: 3 clusters Score -647367.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -647400.062500 Penalty: 2608.879150
	Iteration 21Q: 3 clusters Score -647400.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -647424.937500 Penalty: 2608.879150
	Iteration 22Q: 3 clusters Score -647424.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -647447.500000 Penalty: 2608.879150
	Iteration 23Q: 3 clusters Score -647447.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -647464.812500 Penalty: 2608.879150
	Iteration 24Q: 3 clusters Score -647464.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -647476.062500 Penalty: 2608.879150
	Iteration 25Q: 3 clusters Score -647476.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -647484.125000 Penalty: 2608.879150
	Iteration 26Q: 3 clusters Score -647484.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -647492.375000 Penalty: 2608.879150
	Iteration 27Q: 3 clusters Score -647492.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -647498.000000 Penalty: 2608.879150
	Iteration 28Q: 3 clusters Score -647498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -647503.187500 Penalty: 2608.879150
	Iteration 29Q: 3 clusters Score -647503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -647509.125000 Penalty: 2608.879150
	Iteration 30Q: 3 clusters Score -647509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -647508.812500 Penalty: 2608.879150
	Iteration 31Q: 3 clusters Score -647508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -647511.062500 Penalty: 2608.879150
	Iteration 32Q: 3 clusters Score -647511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -647512.562500 Penalty: 2608.879150
	Iteration 33Q: 3 clusters Score -647512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -647515.000000 Penalty: 2608.879150
	Iteration 34Q: 3 clusters Score -647515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -647517.562500 Penalty: 2608.879150
	Iteration 35Q: 3 clusters Score -647517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -647519.437500 Penalty: 2608.879150
	Iteration 36Q: 3 clusters Score -647519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -647519.437500 Penalty: 2608.879150
	Iteration 37F: 3 clusters Score -647519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -754265.062500 Penalty: 1310.529663
	Iteration 0F: 2 clusters Score -754265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -749578.875000 Penalty: 2621.059326
	Iteration 0F: 3 clusters Score -749578.9 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -750980.750000 Penalty: 2621.059326
	Iteration 1F: 3 clusters Score -750980.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -751208.812500 Penalty: 2621.059326
	Iteration 2F: 3 clusters Score -751208.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -751369.812500 Penalty: 2621.059326
	Iteration 3Q: 3 clusters Score -751369.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -751486.750000 Penalty: 2621.059326
	Iteration 4Q: 3 clusters Score -751486.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -751578.187500 Penalty: 2621.059326
	Iteration 5Q: 3 clusters Score -751578.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -751654.812500 Penalty: 2621.059326
	Iteration 6Q: 3 clusters Score -751654.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -751715.937500 Penalty: 2621.059326
	Iteration 7Q: 3 clusters Score -751715.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -751771.812500 Penalty: 2621.059326
	Iteration 8Q: 3 clusters Score -751771.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -751821.625000 Penalty: 2621.059326
	Iteration 9Q: 3 clusters Score -751821.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -751878.437500 Penalty: 2621.059326
	Iteration 10Q: 3 clusters Score -751878.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -751933.062500 Penalty: 2621.059326
	Iteration 11Q: 3 clusters Score -751933.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -751986.625000 Penalty: 2621.059326
	Iteration 12Q: 3 clusters Score -751986.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -752055.312500 Penalty: 2621.059326
	Iteration 13Q: 3 clusters Score -752055.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -752156.437500 Penalty: 2621.059326
	Iteration 14Q: 3 clusters Score -752156.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -752288.687500 Penalty: 2621.059326
	Iteration 15Q: 3 clusters Score -752288.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -752408.250000 Penalty: 2621.059326
	Iteration 16Q: 3 clusters Score -752408.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -752509.937500 Penalty: 2621.059326
	Iteration 17Q: 3 clusters Score -752509.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -752613.812500 Penalty: 2621.059326
	Iteration 18Q: 3 clusters Score -752613.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -752705.937500 Penalty: 2621.059326
	Iteration 19Q: 3 clusters Score -752705.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -752776.500000 Penalty: 2621.059326
	Iteration 20F: 3 clusters Score -752776.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -752830.062500 Penalty: 2621.059326
	Iteration 21Q: 3 clusters Score -752830.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -752884.000000 Penalty: 2621.059326
	Iteration 22Q: 3 clusters Score -752884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -752924.687500 Penalty: 2621.059326
	Iteration 23Q: 3 clusters Score -752924.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -752960.062500 Penalty: 2621.059326
	Iteration 24Q: 3 clusters Score -752960.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -752987.687500 Penalty: 2621.059326
	Iteration 25Q: 3 clusters Score -752987.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -753008.125000 Penalty: 2621.059326
	Iteration 26Q: 3 clusters Score -753008.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -753023.312500 Penalty: 2621.059326
	Iteration 27Q: 3 clusters Score -753023.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -753031.750000 Penalty: 2621.059326
	Iteration 28Q: 3 clusters Score -753031.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -753042.312500 Penalty: 2621.059326
	Iteration 29Q: 3 clusters Score -753042.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -753052.562500 Penalty: 2621.059326
	Iteration 30Q: 3 clusters Score -753052.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -753062.812500 Penalty: 2621.059326
	Iteration 31Q: 3 clusters Score -753062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -753071.625000 Penalty: 2621.059326
	Iteration 32Q: 3 clusters Score -753071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -753083.437500 Penalty: 2621.059326
	Iteration 33Q: 3 clusters Score -753083.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -753095.437500 Penalty: 2621.059326
	Iteration 34Q: 3 clusters Score -753095.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -753106.125000 Penalty: 2621.059326
	Iteration 35Q: 3 clusters Score -753106.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -753116.375000 Penalty: 2621.059326
	Iteration 36Q: 3 clusters Score -753116.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -753127.437500 Penalty: 2621.059326
	Iteration 37Q: 3 clusters Score -753127.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -753134.812500 Penalty: 2621.059326
	Iteration 38Q: 3 clusters Score -753134.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -753143.312500 Penalty: 2621.059326
	Iteration 39Q: 3 clusters Score -753143.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -753152.062500 Penalty: 2621.059326
	Iteration 40F: 3 clusters Score -753152.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -753162.437500 Penalty: 2621.059326
	Iteration 41Q: 3 clusters Score -753162.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -753175.625000 Penalty: 2621.059326
	Iteration 42Q: 3 clusters Score -753175.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -753190.750000 Penalty: 2621.059326
	Iteration 43Q: 3 clusters Score -753190.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -753208.000000 Penalty: 2621.059326
	Iteration 44Q: 3 clusters Score -753208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -753226.937500 Penalty: 2621.059326
	Iteration 45Q: 3 clusters Score -753226.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -753242.937500 Penalty: 2621.059326
	Iteration 46Q: 3 clusters Score -753242.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -753261.875000 Penalty: 2621.059326
	Iteration 47Q: 3 clusters Score -753261.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -753274.812500 Penalty: 2621.059326
	Iteration 48Q: 3 clusters Score -753274.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -753290.250000 Penalty: 2621.059326
	Iteration 49Q: 3 clusters Score -753290.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -753301.250000 Penalty: 2621.059326
	Iteration 50Q: 3 clusters Score -753301.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -753310.562500 Penalty: 2621.059326
	Iteration 51Q: 3 clusters Score -753310.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -753318.875000 Penalty: 2621.059326
	Iteration 52Q: 3 clusters Score -753318.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -753327.875000 Penalty: 2621.059326
	Iteration 53Q: 3 clusters Score -753327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -753340.062500 Penalty: 2621.059326
	Iteration 54Q: 3 clusters Score -753340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -753349.875000 Penalty: 2621.059326
	Iteration 55Q: 3 clusters Score -753349.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -753361.812500 Penalty: 2621.059326
	Iteration 56Q: 3 clusters Score -753361.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -753370.125000 Penalty: 2621.059326
	Iteration 57Q: 3 clusters Score -753370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -753372.375000 Penalty: 2621.059326
	Iteration 58Q: 3 clusters Score -753372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -753374.500000 Penalty: 2621.059326
	Iteration 59Q: 3 clusters Score -753374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -753380.500000 Penalty: 2621.059326
	Iteration 60F: 3 clusters Score -753380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -753382.375000 Penalty: 2621.059326
	Iteration 61Q: 3 clusters Score -753382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -753382.875000 Penalty: 2621.059326
	Iteration 62Q: 3 clusters Score -753382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -753384.625000 Penalty: 2621.059326
	Iteration 63Q: 3 clusters Score -753384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -753384.562500 Penalty: 2621.059326
	Iteration 64Q: 3 clusters Score -753384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -753383.062500 Penalty: 2621.059326
	Iteration 65Q: 3 clusters Score -753383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -753384.625000 Penalty: 2621.059326
	Iteration 66Q: 3 clusters Score -753384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -753385.687500 Penalty: 2621.059326
	Iteration 67Q: 3 clusters Score -753385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -753385.187500 Penalty: 2621.059326
	Iteration 68Q: 3 clusters Score -753385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -753385.187500 Penalty: 2621.059326
	Iteration 69F: 3 clusters Score -753385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -30952.384766 Penalty: 921.727539
	Iteration 0F: 2 clusters Score -30952.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30136.039062 Penalty: 1843.455078
	Iteration 0F: 3 clusters Score -30136.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30509.353516 Penalty: 1843.455078
	Iteration 1F: 3 clusters Score -30509.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30605.794922 Penalty: 1843.455078
	Iteration 2F: 3 clusters Score -30605.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30637.652344 Penalty: 1843.455078
	Iteration 3Q: 3 clusters Score -30637.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30660.822266 Penalty: 1843.455078
	Iteration 4Q: 3 clusters Score -30660.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30676.376953 Penalty: 1843.455078
	Iteration 5Q: 3 clusters Score -30676.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30684.017578 Penalty: 1843.455078
	Iteration 6Q: 3 clusters Score -30684.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30692.509766 Penalty: 1843.455078
	Iteration 7Q: 3 clusters Score -30692.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30698.675781 Penalty: 1843.455078
	Iteration 8Q: 3 clusters Score -30698.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30701.261719 Penalty: 1843.455078
	Iteration 9Q: 3 clusters Score -30701.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30701.261719 Penalty: 1843.455078
	Iteration 10F: 3 clusters Score -30701.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (45338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Entering Unmasked Estep 
Score: -5281858.000000 Penalty: 1595.418945
	Iteration 0F: 2 clusters Score -5281858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5252376.000000 Penalty: 3190.837891
	Iteration 0F: 3 clusters Score -5252376 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -5263654.500000 Penalty: 3190.837891
	Iteration 1F: 3 clusters Score -5263654 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5264197.500000 Penalty: 3190.837891
	Iteration 2Q: 3 clusters Score -5264198 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5264697.500000 Penalty: 3190.837891
	Iteration 3Q: 3 clusters Score -5264698 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5265343.000000 Penalty: 3190.837891
	Iteration 4Q: 3 clusters Score -5265343 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -5266142.500000 Penalty: 3190.837891
	Iteration 5Q: 3 clusters Score -5266142 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5267177.000000 Penalty: 3190.837891
	Iteration 6Q: 3 clusters Score -5267177 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5268640.500000 Penalty: 3190.837891
	Iteration 7F: 3 clusters Score -5268640 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5270440.000000 Penalty: 3190.837891
	Iteration 8F: 3 clusters Score -5270440 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -5272576.000000 Penalty: 3190.837891
	Iteration 9F: 3 clusters Score -5272576 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -5274596.500000 Penalty: 3190.837891
	Iteration 10F: 3 clusters Score -5274596 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5276448.500000 Penalty: 3190.837891
	Iteration 11Q: 3 clusters Score -5276448 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5277893.500000 Penalty: 3190.837891
	Iteration 12Q: 3 clusters Score -5277894 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5278885.000000 Penalty: 3190.837891
	Iteration 13Q: 3 clusters Score -5278885 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5279617.000000 Penalty: 3190.837891
	Iteration 14Q: 3 clusters Score -5279617 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5280021.500000 Penalty: 3190.837891
	Iteration 15Q: 3 clusters Score -5280022 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5280265.500000 Penalty: 3190.837891
	Iteration 16Q: 3 clusters Score -5280266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5280410.000000 Penalty: 3190.837891
	Iteration 17Q: 3 clusters Score -5280410 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5280520.000000 Penalty: 3190.837891
	Iteration 18Q: 3 clusters Score -5280520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5280578.000000 Penalty: 3190.837891
	Iteration 19Q: 3 clusters Score -5280578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5280626.000000 Penalty: 3190.837891
	Iteration 20F: 3 clusters Score -5280626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5280651.000000 Penalty: 3190.837891
	Iteration 21Q: 3 clusters Score -5280651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5280661.000000 Penalty: 3190.837891
	Iteration 22Q: 3 clusters Score -5280661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5280677.000000 Penalty: 3190.837891
	Iteration 23Q: 3 clusters Score -5280677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5280698.500000 Penalty: 3190.837891
	Iteration 24Q: 3 clusters Score -5280698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5280711.000000 Penalty: 3190.837891
	Iteration 25Q: 3 clusters Score -5280711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5280716.500000 Penalty: 3190.837891
	Iteration 26Q: 3 clusters Score -5280716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5280726.500000 Penalty: 3190.837891
	Iteration 27Q: 3 clusters Score -5280726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5280731.000000 Penalty: 3190.837891
	Iteration 28Q: 3 clusters Score -5280731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5280744.000000 Penalty: 3190.837891
	Iteration 29Q: 3 clusters Score -5280744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5280750.500000 Penalty: 3190.837891
	Iteration 30Q: 3 clusters Score -5280750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5280759.000000 Penalty: 3190.837891
	Iteration 31Q: 3 clusters Score -5280759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5280760.500000 Penalty: 3190.837891
	Iteration 32Q: 3 clusters Score -5280760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5280757.000000 Penalty: 3190.837891
	Iteration 33Q: 3 clusters Score -5280757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5280765.500000 Penalty: 3190.837891
	Iteration 34Q: 3 clusters Score -5280766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5280765.500000 Penalty: 3190.837891
	Iteration 35Q: 3 clusters Score -5280766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5280769.000000 Penalty: 3190.837891
	Iteration 36Q: 3 clusters Score -5280769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5280770.000000 Penalty: 3190.837891
	Iteration 37Q: 3 clusters Score -5280770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5280776.000000 Penalty: 3190.837891
	Iteration 38Q: 3 clusters Score -5280776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5280773.000000 Penalty: 3190.837891
	Iteration 39Q: 3 clusters Score -5280773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5280773.000000 Penalty: 3190.837891
	Iteration 40F: 3 clusters Score -5280773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -948245.250000 Penalty: 1338.166504
	Iteration 0F: 2 clusters Score -948245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -942719.937500 Penalty: 2676.333008
	Iteration 0F: 3 clusters Score -942719.9 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -944407.187500 Penalty: 2676.333008
	Iteration 1F: 3 clusters Score -944407.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -944670.750000 Penalty: 2676.333008
	Iteration 2F: 3 clusters Score -944670.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -944859.687500 Penalty: 2676.333008
	Iteration 3F: 3 clusters Score -944859.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -944978.500000 Penalty: 2676.333008
	Iteration 4Q: 3 clusters Score -944978.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -945049.187500 Penalty: 2676.333008
	Iteration 5Q: 3 clusters Score -945049.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -945109.812500 Penalty: 2676.333008
	Iteration 6Q: 3 clusters Score -945109.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -945168.250000 Penalty: 2676.333008
	Iteration 7Q: 3 clusters Score -945168.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -945211.062500 Penalty: 2676.333008
	Iteration 8Q: 3 clusters Score -945211.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -945252.187500 Penalty: 2676.333008
	Iteration 9Q: 3 clusters Score -945252.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -945285.625000 Penalty: 2676.333008
	Iteration 10Q: 3 clusters Score -945285.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -945317.250000 Penalty: 2676.333008
	Iteration 11Q: 3 clusters Score -945317.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -945347.875000 Penalty: 2676.333008
	Iteration 12Q: 3 clusters Score -945347.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -945378.187500 Penalty: 2676.333008
	Iteration 13Q: 3 clusters Score -945378.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -945411.000000 Penalty: 2676.333008
	Iteration 14Q: 3 clusters Score -945411 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -945443.187500 Penalty: 2676.333008
	Iteration 15Q: 3 clusters Score -945443.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -945487.937500 Penalty: 2676.333008
	Iteration 16Q: 3 clusters Score -945487.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -945533.812500 Penalty: 2676.333008
	Iteration 17Q: 3 clusters Score -945533.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -945594.750000 Penalty: 2676.333008
	Iteration 18Q: 3 clusters Score -945594.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -945660.562500 Penalty: 2676.333008
	Iteration 19Q: 3 clusters Score -945660.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -945743.750000 Penalty: 2676.333008
	Iteration 20F: 3 clusters Score -945743.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -945832.375000 Penalty: 2676.333008
	Iteration 21Q: 3 clusters Score -945832.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -945920.062500 Penalty: 2676.333008
	Iteration 22Q: 3 clusters Score -945920.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -946014.187500 Penalty: 2676.333008
	Iteration 23Q: 3 clusters Score -946014.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -946095.500000 Penalty: 2676.333008
	Iteration 24Q: 3 clusters Score -946095.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -946180.125000 Penalty: 2676.333008
	Iteration 25Q: 3 clusters Score -946180.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -946263.812500 Penalty: 2676.333008
	Iteration 26Q: 3 clusters Score -946263.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -946348.187500 Penalty: 2676.333008
	Iteration 27Q: 3 clusters Score -946348.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -946443.250000 Penalty: 2676.333008
	Iteration 28Q: 3 clusters Score -946443.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -946541.250000 Penalty: 2676.333008
	Iteration 29Q: 3 clusters Score -946541.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -946644.687500 Penalty: 2676.333008
	Iteration 30Q: 3 clusters Score -946644.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -946735.062500 Penalty: 2676.333008
	Iteration 31Q: 3 clusters Score -946735.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -946810.187500 Penalty: 2676.333008
	Iteration 32Q: 3 clusters Score -946810.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -946880.125000 Penalty: 2676.333008
	Iteration 33Q: 3 clusters Score -946880.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -946942.000000 Penalty: 2676.333008
	Iteration 34Q: 3 clusters Score -946942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -946986.312500 Penalty: 2676.333008
	Iteration 35Q: 3 clusters Score -946986.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -947029.250000 Penalty: 2676.333008
	Iteration 36Q: 3 clusters Score -947029.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -947057.312500 Penalty: 2676.333008
	Iteration 37Q: 3 clusters Score -947057.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -947075.000000 Penalty: 2676.333008
	Iteration 38Q: 3 clusters Score -947075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -947088.250000 Penalty: 2676.333008
	Iteration 39Q: 3 clusters Score -947088.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -947102.812500 Penalty: 2676.333008
	Iteration 40F: 3 clusters Score -947102.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -947111.125000 Penalty: 2676.333008
	Iteration 41Q: 3 clusters Score -947111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -947119.312500 Penalty: 2676.333008
	Iteration 42Q: 3 clusters Score -947119.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -947129.750000 Penalty: 2676.333008
	Iteration 43Q: 3 clusters Score -947129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -947138.875000 Penalty: 2676.333008
	Iteration 44Q: 3 clusters Score -947138.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -947147.125000 Penalty: 2676.333008
	Iteration 45Q: 3 clusters Score -947147.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -947151.750000 Penalty: 2676.333008
	Iteration 46Q: 3 clusters Score -947151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -947156.312500 Penalty: 2676.333008
	Iteration 47Q: 3 clusters Score -947156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -947158.125000 Penalty: 2676.333008
	Iteration 48Q: 3 clusters Score -947158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -947162.187500 Penalty: 2676.333008
	Iteration 49Q: 3 clusters Score -947162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -947167.000000 Penalty: 2676.333008
	Iteration 50Q: 3 clusters Score -947167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -947169.562500 Penalty: 2676.333008
	Iteration 51Q: 3 clusters Score -947169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -947173.937500 Penalty: 2676.333008
	Iteration 52Q: 3 clusters Score -947173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -947174.250000 Penalty: 2676.333008
	Iteration 53Q: 3 clusters Score -947174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -947176.125000 Penalty: 2676.333008
	Iteration 54Q: 3 clusters Score -947176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -947175.812500 Penalty: 2676.333008
	Iteration 55Q: 3 clusters Score -947175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -947176.437500 Penalty: 2676.333008
	Iteration 56Q: 3 clusters Score -947176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -947178.312500 Penalty: 2676.333008
	Iteration 57Q: 3 clusters Score -947178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -947178.312500 Penalty: 2676.333008
	Iteration 58F: 3 clusters Score -947178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Entering Unmasked Estep 
Score: -1287926.000000 Penalty: 1392.133911
	Iteration 0F: 2 clusters Score -1287926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1280069.000000 Penalty: 2784.267822
	Iteration 0F: 3 clusters Score -1280069 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1282820.250000 Penalty: 2784.267822
	Iteration 1F: 3 clusters Score -1282820 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1283116.875000 Penalty: 2784.267822
	Iteration 2F: 3 clusters Score -1283117 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1283357.000000 Penalty: 2784.267822
	Iteration 3Q: 3 clusters Score -1283357 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1283574.875000 Penalty: 2784.267822
	Iteration 4Q: 3 clusters Score -1283575 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1283760.000000 Penalty: 2784.267822
	Iteration 5Q: 3 clusters Score -1283760 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1283953.875000 Penalty: 2784.267822
	Iteration 6Q: 3 clusters Score -1283954 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1284166.750000 Penalty: 2784.267822
	Iteration 7Q: 3 clusters Score -1284167 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1284430.875000 Penalty: 2784.267822
	Iteration 8Q: 3 clusters Score -1284431 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1284759.125000 Penalty: 2784.267822
	Iteration 9Q: 3 clusters Score -1284759 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1285139.000000 Penalty: 2784.267822
	Iteration 10Q: 3 clusters Score -1285139 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1285520.250000 Penalty: 2784.267822
	Iteration 11Q: 3 clusters Score -1285520 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1285865.625000 Penalty: 2784.267822
	Iteration 12Q: 3 clusters Score -1285866 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1286166.750000 Penalty: 2784.267822
	Iteration 13Q: 3 clusters Score -1286167 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1286389.875000 Penalty: 2784.267822
	Iteration 14Q: 3 clusters Score -1286390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1286544.625000 Penalty: 2784.267822
	Iteration 15Q: 3 clusters Score -1286545 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1286637.250000 Penalty: 2784.267822
	Iteration 16Q: 3 clusters Score -1286637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1286699.625000 Penalty: 2784.267822
	Iteration 17Q: 3 clusters Score -1286700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1286755.000000 Penalty: 2784.267822
	Iteration 18Q: 3 clusters Score -1286755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1286812.875000 Penalty: 2784.267822
	Iteration 19Q: 3 clusters Score -1286813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1286852.000000 Penalty: 2784.267822
	Iteration 20F: 3 clusters Score -1286852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1286888.750000 Penalty: 2784.267822
	Iteration 21Q: 3 clusters Score -1286889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1286916.500000 Penalty: 2784.267822
	Iteration 22Q: 3 clusters Score -1286916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1286936.750000 Penalty: 2784.267822
	Iteration 23Q: 3 clusters Score -1286937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1286955.750000 Penalty: 2784.267822
	Iteration 24Q: 3 clusters Score -1286956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1286971.625000 Penalty: 2784.267822
	Iteration 25Q: 3 clusters Score -1286972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1286988.500000 Penalty: 2784.267822
	Iteration 26Q: 3 clusters Score -1286988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1287003.250000 Penalty: 2784.267822
	Iteration 27Q: 3 clusters Score -1287003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1287008.750000 Penalty: 2784.267822
	Iteration 28Q: 3 clusters Score -1287009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1287016.000000 Penalty: 2784.267822
	Iteration 29Q: 3 clusters Score -1287016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1287020.250000 Penalty: 2784.267822
	Iteration 30Q: 3 clusters Score -1287020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1287025.000000 Penalty: 2784.267822
	Iteration 31Q: 3 clusters Score -1287025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1287031.375000 Penalty: 2784.267822
	Iteration 32Q: 3 clusters Score -1287031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1287036.250000 Penalty: 2784.267822
	Iteration 33Q: 3 clusters Score -1287036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1287038.250000 Penalty: 2784.267822
	Iteration 34Q: 3 clusters Score -1287038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1287041.125000 Penalty: 2784.267822
	Iteration 35Q: 3 clusters Score -1287041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1287041.500000 Penalty: 2784.267822
	Iteration 36Q: 3 clusters Score -1287042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1287043.875000 Penalty: 2784.267822
	Iteration 37Q: 3 clusters Score -1287044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1287044.375000 Penalty: 2784.267822
	Iteration 38Q: 3 clusters Score -1287044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1287045.750000 Penalty: 2784.267822
	Iteration 39Q: 3 clusters Score -1287046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1287045.750000 Penalty: 2784.267822
	Iteration 40F: 3 clusters Score -1287046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -242408.703125 Penalty: 1144.246582
	Iteration 0F: 2 clusters Score -242408.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -240392.781250 Penalty: 2288.493164
	Iteration 0F: 3 clusters Score -240392.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -240886.015625 Penalty: 2288.493164
	Iteration 1F: 3 clusters Score -240886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241011.218750 Penalty: 2288.493164
	Iteration 2F: 3 clusters Score -241011.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -241087.953125 Penalty: 2288.493164
	Iteration 3Q: 3 clusters Score -241088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -241130.796875 Penalty: 2288.493164
	Iteration 4Q: 3 clusters Score -241130.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -241169.156250 Penalty: 2288.493164
	Iteration 5Q: 3 clusters Score -241169.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -241199.234375 Penalty: 2288.493164
	Iteration 6Q: 3 clusters Score -241199.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -241231.843750 Penalty: 2288.493164
	Iteration 7Q: 3 clusters Score -241231.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -241246.656250 Penalty: 2288.493164
	Iteration 8Q: 3 clusters Score -241246.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -241260.843750 Penalty: 2288.493164
	Iteration 9Q: 3 clusters Score -241260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -241270.437500 Penalty: 2288.493164
	Iteration 10Q: 3 clusters Score -241270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -241274.703125 Penalty: 2288.493164
	Iteration 11Q: 3 clusters Score -241274.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -241278.515625 Penalty: 2288.493164
	Iteration 12Q: 3 clusters Score -241278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -241280.687500 Penalty: 2288.493164
	Iteration 13Q: 3 clusters Score -241280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -241281.234375 Penalty: 2288.493164
	Iteration 14Q: 3 clusters Score -241281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -241282.468750 Penalty: 2288.493164
	Iteration 15Q: 3 clusters Score -241282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -241284.687500 Penalty: 2288.493164
	Iteration 16Q: 3 clusters Score -241284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -241285.109375 Penalty: 2288.493164
	Iteration 17Q: 3 clusters Score -241285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -241286.046875 Penalty: 2288.493164
	Iteration 18Q: 3 clusters Score -241286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -241287.109375 Penalty: 2288.493164
	Iteration 19Q: 3 clusters Score -241287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -241287.578125 Penalty: 2288.493164
	Iteration 20F: 3 clusters Score -241287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -241288.171875 Penalty: 2288.493164
	Iteration 21Q: 3 clusters Score -241288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -241288.171875 Penalty: 2288.493164
	Iteration 22F: 3 clusters Score -241288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -329340.750000 Penalty: 1192.286987
	Iteration 0F: 2 clusters Score -329340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -326853.812500 Penalty: 2384.573975
	Iteration 0F: 3 clusters Score -326853.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -327512.812500 Penalty: 2384.573975
	Iteration 1F: 3 clusters Score -327512.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -327659.093750 Penalty: 2384.573975
	Iteration 2F: 3 clusters Score -327659.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -327739.437500 Penalty: 2384.573975
	Iteration 3Q: 3 clusters Score -327739.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -327784.875000 Penalty: 2384.573975
	Iteration 4Q: 3 clusters Score -327784.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -327818.718750 Penalty: 2384.573975
	Iteration 5Q: 3 clusters Score -327818.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -327855.750000 Penalty: 2384.573975
	Iteration 6Q: 3 clusters Score -327855.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -327893.562500 Penalty: 2384.573975
	Iteration 7Q: 3 clusters Score -327893.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -327921.281250 Penalty: 2384.573975
	Iteration 8Q: 3 clusters Score -327921.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -327939.937500 Penalty: 2384.573975
	Iteration 9Q: 3 clusters Score -327939.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -327950.250000 Penalty: 2384.573975
	Iteration 10Q: 3 clusters Score -327950.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -327957.437500 Penalty: 2384.573975
	Iteration 11Q: 3 clusters Score -327957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -327961.437500 Penalty: 2384.573975
	Iteration 12Q: 3 clusters Score -327961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -327967.468750 Penalty: 2384.573975
	Iteration 13Q: 3 clusters Score -327967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -327975.156250 Penalty: 2384.573975
	Iteration 14Q: 3 clusters Score -327975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -327984.093750 Penalty: 2384.573975
	Iteration 15Q: 3 clusters Score -327984.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -327991.343750 Penalty: 2384.573975
	Iteration 16Q: 3 clusters Score -327991.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -328000.687500 Penalty: 2384.573975
	Iteration 17Q: 3 clusters Score -328000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -328008.593750 Penalty: 2384.573975
	Iteration 18Q: 3 clusters Score -328008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -328016.312500 Penalty: 2384.573975
	Iteration 19Q: 3 clusters Score -328016.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -328021.562500 Penalty: 2384.573975
	Iteration 20F: 3 clusters Score -328021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -328029.968750 Penalty: 2384.573975
	Iteration 21Q: 3 clusters Score -328030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -328037.187500 Penalty: 2384.573975
	Iteration 22Q: 3 clusters Score -328037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -328045.593750 Penalty: 2384.573975
	Iteration 23Q: 3 clusters Score -328045.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -328053.656250 Penalty: 2384.573975
	Iteration 24Q: 3 clusters Score -328053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -328062.906250 Penalty: 2384.573975
	Iteration 25Q: 3 clusters Score -328062.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -328069.937500 Penalty: 2384.573975
	Iteration 26Q: 3 clusters Score -328069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -328076.468750 Penalty: 2384.573975
	Iteration 27Q: 3 clusters Score -328076.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -328088.187500 Penalty: 2384.573975
	Iteration 28Q: 3 clusters Score -328088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -328099.625000 Penalty: 2384.573975
	Iteration 29Q: 3 clusters Score -328099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -328111.625000 Penalty: 2384.573975
	Iteration 30Q: 3 clusters Score -328111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -328118.937500 Penalty: 2384.573975
	Iteration 31Q: 3 clusters Score -328118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -328127.343750 Penalty: 2384.573975
	Iteration 32Q: 3 clusters Score -328127.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -328137.562500 Penalty: 2384.573975
	Iteration 33Q: 3 clusters Score -328137.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -328151.031250 Penalty: 2384.573975
	Iteration 34Q: 3 clusters Score -328151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -328160.812500 Penalty: 2384.573975
	Iteration 35Q: 3 clusters Score -328160.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -328172.125000 Penalty: 2384.573975
	Iteration 36Q: 3 clusters Score -328172.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -328183.156250 Penalty: 2384.573975
	Iteration 37Q: 3 clusters Score -328183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -328188.843750 Penalty: 2384.573975
	Iteration 38Q: 3 clusters Score -328188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -328193.000000 Penalty: 2384.573975
	Iteration 39Q: 3 clusters Score -328193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -328198.281250 Penalty: 2384.573975
	Iteration 40F: 3 clusters Score -328198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -328202.562500 Penalty: 2384.573975
	Iteration 41Q: 3 clusters Score -328202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -328207.531250 Penalty: 2384.573975
	Iteration 42Q: 3 clusters Score -328207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -328210.781250 Penalty: 2384.573975
	Iteration 43Q: 3 clusters Score -328210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -328213.687500 Penalty: 2384.573975
	Iteration 44Q: 3 clusters Score -328213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -328214.875000 Penalty: 2384.573975
	Iteration 45Q: 3 clusters Score -328214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -328217.718750 Penalty: 2384.573975
	Iteration 46Q: 3 clusters Score -328217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -328218.625000 Penalty: 2384.573975
	Iteration 47Q: 3 clusters Score -328218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -328218.625000 Penalty: 2384.573975
	Iteration 48F: 3 clusters Score -328218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -296412.156250 Penalty: 1194.731201
	Iteration 0F: 2 clusters Score -296412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -293887.062500 Penalty: 2389.462402
	Iteration 0F: 3 clusters Score -293887.1 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -294616.406250 Penalty: 2389.462402
	Iteration 1F: 3 clusters Score -294616.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -294908.625000 Penalty: 2389.462402
	Iteration 2F: 3 clusters Score -294908.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295148.375000 Penalty: 2389.462402
	Iteration 3F: 3 clusters Score -295148.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -295372.062500 Penalty: 2389.462402
	Iteration 4F: 3 clusters Score -295372.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -295596.875000 Penalty: 2389.462402
	Iteration 5F: 3 clusters Score -295596.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -295753.062500 Penalty: 2389.462402
	Iteration 6Q: 3 clusters Score -295753.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295849.437500 Penalty: 2389.462402
	Iteration 7Q: 3 clusters Score -295849.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295916.500000 Penalty: 2389.462402
	Iteration 8Q: 3 clusters Score -295916.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295959.531250 Penalty: 2389.462402
	Iteration 9Q: 3 clusters Score -295959.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295991.843750 Penalty: 2389.462402
	Iteration 10Q: 3 clusters Score -295991.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -296024.343750 Penalty: 2389.462402
	Iteration 11Q: 3 clusters Score -296024.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -296049.312500 Penalty: 2389.462402
	Iteration 12Q: 3 clusters Score -296049.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -296073.156250 Penalty: 2389.462402
	Iteration 13Q: 3 clusters Score -296073.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -296094.218750 Penalty: 2389.462402
	Iteration 14Q: 3 clusters Score -296094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -296111.125000 Penalty: 2389.462402
	Iteration 15Q: 3 clusters Score -296111.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -296125.406250 Penalty: 2389.462402
	Iteration 16Q: 3 clusters Score -296125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -296130.281250 Penalty: 2389.462402
	Iteration 17Q: 3 clusters Score -296130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -296134.375000 Penalty: 2389.462402
	Iteration 18Q: 3 clusters Score -296134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296137.968750 Penalty: 2389.462402
	Iteration 19Q: 3 clusters Score -296138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -296140.875000 Penalty: 2389.462402
	Iteration 20F: 3 clusters Score -296140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -296143.781250 Penalty: 2389.462402
	Iteration 21Q: 3 clusters Score -296143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296147.312500 Penalty: 2389.462402
	Iteration 22Q: 3 clusters Score -296147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296148.562500 Penalty: 2389.462402
	Iteration 23Q: 3 clusters Score -296148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296152.437500 Penalty: 2389.462402
	Iteration 24Q: 3 clusters Score -296152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296154.125000 Penalty: 2389.462402
	Iteration 25Q: 3 clusters Score -296154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -296154.906250 Penalty: 2389.462402
	Iteration 26Q: 3 clusters Score -296154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296155.687500 Penalty: 2389.462402
	Iteration 27Q: 3 clusters Score -296155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296156.093750 Penalty: 2389.462402
	Iteration 28Q: 3 clusters Score -296156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296156.468750 Penalty: 2389.462402
	Iteration 29Q: 3 clusters Score -296156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296156.468750 Penalty: 2389.462402
	Iteration 30F: 3 clusters Score -296156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -58513.558594 Penalty: 975.437134
	Iteration 0F: 2 clusters Score -58513.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57484.851562 Penalty: 1950.874268
	Iteration 0F: 3 clusters Score -57484.85 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57722.867188 Penalty: 1950.874268
	Iteration 1F: 3 clusters Score -57722.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57828.644531 Penalty: 1950.874268
	Iteration 2F: 3 clusters Score -57828.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57894.792969 Penalty: 1950.874268
	Iteration 3Q: 3 clusters Score -57894.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57945.828125 Penalty: 1950.874268
	Iteration 4Q: 3 clusters Score -57945.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57997.507812 Penalty: 1950.874268
	Iteration 5Q: 3 clusters Score -57997.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58047.855469 Penalty: 1950.874268
	Iteration 6Q: 3 clusters Score -58047.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58107.308594 Penalty: 1950.874268
	Iteration 7Q: 3 clusters Score -58107.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58190.824219 Penalty: 1950.874268
	Iteration 8Q: 3 clusters Score -58190.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58260.218750 Penalty: 1950.874268
	Iteration 9Q: 3 clusters Score -58260.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58310.703125 Penalty: 1950.874268
	Iteration 10Q: 3 clusters Score -58310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58361.738281 Penalty: 1950.874268
	Iteration 11Q: 3 clusters Score -58361.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58385.554688 Penalty: 1950.874268
	Iteration 12Q: 3 clusters Score -58385.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58399.484375 Penalty: 1950.874268
	Iteration 13Q: 3 clusters Score -58399.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58408.144531 Penalty: 1950.874268
	Iteration 14Q: 3 clusters Score -58408.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58417.414062 Penalty: 1950.874268
	Iteration 15Q: 3 clusters Score -58417.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58419.894531 Penalty: 1950.874268
	Iteration 16Q: 3 clusters Score -58419.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58427.851562 Penalty: 1950.874268
	Iteration 17Q: 3 clusters Score -58427.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58430.222656 Penalty: 1950.874268
	Iteration 18Q: 3 clusters Score -58430.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58432.335938 Penalty: 1950.874268
	Iteration 19Q: 3 clusters Score -58432.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58437.542969 Penalty: 1950.874268
	Iteration 20F: 3 clusters Score -58437.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58458.632812 Penalty: 1950.874268
	Iteration 21Q: 3 clusters Score -58458.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58462.792969 Penalty: 1950.874268
	Iteration 22Q: 3 clusters Score -58462.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58471.121094 Penalty: 1950.874268
	Iteration 23Q: 3 clusters Score -58471.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58472.390625 Penalty: 1950.874268
	Iteration 24Q: 3 clusters Score -58472.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58472.390625 Penalty: 1950.874268
	Iteration 25F: 3 clusters Score -58472.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Entering Unmasked Estep 
Score: -2901974.000000 Penalty: 1505.917358
	Iteration 0F: 2 clusters Score -2901974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2885738.500000 Penalty: 3011.834717
	Iteration 0F: 3 clusters Score -2885738 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2891675.000000 Penalty: 3011.834717
	Iteration 1F: 3 clusters Score -2891675 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2892059.000000 Penalty: 3011.834717
	Iteration 2Q: 3 clusters Score -2892059 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2892335.250000 Penalty: 3011.834717
	Iteration 3Q: 3 clusters Score -2892335 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2892586.250000 Penalty: 3011.834717
	Iteration 4Q: 3 clusters Score -2892586 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2892806.000000 Penalty: 3011.834717
	Iteration 5Q: 3 clusters Score -2892806 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2893105.750000 Penalty: 3011.834717
	Iteration 6Q: 3 clusters Score -2893106 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2893462.250000 Penalty: 3011.834717
	Iteration 7Q: 3 clusters Score -2893462 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2893944.750000 Penalty: 3011.834717
	Iteration 8Q: 3 clusters Score -2893945 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2894585.000000 Penalty: 3011.834717
	Iteration 9Q: 3 clusters Score -2894585 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2895423.750000 Penalty: 3011.834717
	Iteration 10F: 3 clusters Score -2895424 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2896413.500000 Penalty: 3011.834717
	Iteration 11F: 3 clusters Score -2896414 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2897458.000000 Penalty: 3011.834717
	Iteration 12F: 3 clusters Score -2897458 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2898405.500000 Penalty: 3011.834717
	Iteration 13Q: 3 clusters Score -2898406 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2899149.250000 Penalty: 3011.834717
	Iteration 14Q: 3 clusters Score -2899149 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2899710.000000 Penalty: 3011.834717
	Iteration 15Q: 3 clusters Score -2899710 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2900051.500000 Penalty: 3011.834717
	Iteration 16Q: 3 clusters Score -2900052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2900278.250000 Penalty: 3011.834717
	Iteration 17Q: 3 clusters Score -2900278 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2900429.500000 Penalty: 3011.834717
	Iteration 18Q: 3 clusters Score -2900430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2900515.500000 Penalty: 3011.834717
	Iteration 19Q: 3 clusters Score -2900516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2900584.500000 Penalty: 3011.834717
	Iteration 20F: 3 clusters Score -2900584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2900643.750000 Penalty: 3011.834717
	Iteration 21Q: 3 clusters Score -2900644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2900706.750000 Penalty: 3011.834717
	Iteration 22Q: 3 clusters Score -2900707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2900744.500000 Penalty: 3011.834717
	Iteration 23Q: 3 clusters Score -2900744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2900766.000000 Penalty: 3011.834717
	Iteration 24Q: 3 clusters Score -2900766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2900780.750000 Penalty: 3011.834717
	Iteration 25Q: 3 clusters Score -2900781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2900787.250000 Penalty: 3011.834717
	Iteration 26Q: 3 clusters Score -2900787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2900796.500000 Penalty: 3011.834717
	Iteration 27Q: 3 clusters Score -2900796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2900804.750000 Penalty: 3011.834717
	Iteration 28Q: 3 clusters Score -2900805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2900808.750000 Penalty: 3011.834717
	Iteration 29Q: 3 clusters Score -2900809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2900809.750000 Penalty: 3011.834717
	Iteration 30Q: 3 clusters Score -2900810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2900811.750000 Penalty: 3011.834717
	Iteration 31Q: 3 clusters Score -2900812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2900813.750000 Penalty: 3011.834717
	Iteration 32Q: 3 clusters Score -2900814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2900814.750000 Penalty: 3011.834717
	Iteration 33Q: 3 clusters Score -2900815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2900814.750000 Penalty: 3011.834717
	Iteration 34F: 3 clusters Score -2900815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -626701.187500 Penalty: 1286.070190
	Iteration 0F: 2 clusters Score -626701.2 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 2820 members 
Entering Unmasked Estep 
Score: -622621.187500 Penalty: 2572.140381
	Iteration 0F: 3 clusters Score -622621.2 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -623833.375000 Penalty: 2572.140381
	Iteration 1F: 3 clusters Score -623833.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -624032.312500 Penalty: 2572.140381
	Iteration 2F: 3 clusters Score -624032.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -624161.125000 Penalty: 2572.140381
	Iteration 3Q: 3 clusters Score -624161.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -624255.250000 Penalty: 2572.140381
	Iteration 4Q: 3 clusters Score -624255.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -624323.187500 Penalty: 2572.140381
	Iteration 5Q: 3 clusters Score -624323.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -624380.187500 Penalty: 2572.140381
	Iteration 6Q: 3 clusters Score -624380.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -624427.437500 Penalty: 2572.140381
	Iteration 7Q: 3 clusters Score -624427.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -624468.437500 Penalty: 2572.140381
	Iteration 8Q: 3 clusters Score -624468.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -624512.250000 Penalty: 2572.140381
	Iteration 9Q: 3 clusters Score -624512.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -624551.687500 Penalty: 2572.140381
	Iteration 10Q: 3 clusters Score -624551.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -624586.625000 Penalty: 2572.140381
	Iteration 11Q: 3 clusters Score -624586.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -624616.750000 Penalty: 2572.140381
	Iteration 12Q: 3 clusters Score -624616.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -624656.937500 Penalty: 2572.140381
	Iteration 13Q: 3 clusters Score -624656.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -624704.062500 Penalty: 2572.140381
	Iteration 14Q: 3 clusters Score -624704.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -624756.125000 Penalty: 2572.140381
	Iteration 15Q: 3 clusters Score -624756.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -624804.687500 Penalty: 2572.140381
	Iteration 16Q: 3 clusters Score -624804.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -624852.125000 Penalty: 2572.140381
	Iteration 17Q: 3 clusters Score -624852.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -624905.187500 Penalty: 2572.140381
	Iteration 18Q: 3 clusters Score -624905.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -624960.000000 Penalty: 2572.140381
	Iteration 19Q: 3 clusters Score -624960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -625009.875000 Penalty: 2572.140381
	Iteration 20F: 3 clusters Score -625009.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -625069.812500 Penalty: 2572.140381
	Iteration 21Q: 3 clusters Score -625069.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -625132.187500 Penalty: 2572.140381
	Iteration 22Q: 3 clusters Score -625132.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -625194.687500 Penalty: 2572.140381
	Iteration 23Q: 3 clusters Score -625194.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -625245.750000 Penalty: 2572.140381
	Iteration 24Q: 3 clusters Score -625245.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -625303.187500 Penalty: 2572.140381
	Iteration 25Q: 3 clusters Score -625303.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -625361.562500 Penalty: 2572.140381
	Iteration 26Q: 3 clusters Score -625361.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -625408.312500 Penalty: 2572.140381
	Iteration 27Q: 3 clusters Score -625408.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -625451.500000 Penalty: 2572.140381
	Iteration 28Q: 3 clusters Score -625451.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -625479.312500 Penalty: 2572.140381
	Iteration 29Q: 3 clusters Score -625479.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -625500.187500 Penalty: 2572.140381
	Iteration 30Q: 3 clusters Score -625500.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -625513.437500 Penalty: 2572.140381
	Iteration 31Q: 3 clusters Score -625513.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -625527.437500 Penalty: 2572.140381
	Iteration 32Q: 3 clusters Score -625527.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -625546.312500 Penalty: 2572.140381
	Iteration 33Q: 3 clusters Score -625546.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -625573.562500 Penalty: 2572.140381
	Iteration 34Q: 3 clusters Score -625573.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -625591.187500 Penalty: 2572.140381
	Iteration 35Q: 3 clusters Score -625591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -625605.562500 Penalty: 2572.140381
	Iteration 36Q: 3 clusters Score -625605.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -625623.062500 Penalty: 2572.140381
	Iteration 37Q: 3 clusters Score -625623.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -625648.875000 Penalty: 2572.140381
	Iteration 38Q: 3 clusters Score -625648.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -625664.937500 Penalty: 2572.140381
	Iteration 39Q: 3 clusters Score -625664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -625676.250000 Penalty: 2572.140381
	Iteration 40F: 3 clusters Score -625676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -625686.875000 Penalty: 2572.140381
	Iteration 41Q: 3 clusters Score -625686.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -625693.875000 Penalty: 2572.140381
	Iteration 42Q: 3 clusters Score -625693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -625698.250000 Penalty: 2572.140381
	Iteration 43Q: 3 clusters Score -625698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -625706.687500 Penalty: 2572.140381
	Iteration 44Q: 3 clusters Score -625706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -625713.187500 Penalty: 2572.140381
	Iteration 45Q: 3 clusters Score -625713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -625716.062500 Penalty: 2572.140381
	Iteration 46Q: 3 clusters Score -625716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -625716.062500 Penalty: 2572.140381
	Iteration 47F: 3 clusters Score -625716.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (12522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Entering Unmasked Estep 
Score: -1397606.625000 Penalty: 1403.964111
	Iteration 0F: 2 clusters Score -1397607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1389150.875000 Penalty: 2807.928223
	Iteration 0F: 3 clusters Score -1389151 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1392117.125000 Penalty: 2807.928223
	Iteration 1F: 3 clusters Score -1392117 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1392509.625000 Penalty: 2807.928223
	Iteration 2F: 3 clusters Score -1392510 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1392747.000000 Penalty: 2807.928223
	Iteration 3Q: 3 clusters Score -1392747 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1392958.000000 Penalty: 2807.928223
	Iteration 4Q: 3 clusters Score -1392958 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1393168.750000 Penalty: 2807.928223
	Iteration 5Q: 3 clusters Score -1393169 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1393399.625000 Penalty: 2807.928223
	Iteration 6Q: 3 clusters Score -1393400 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1393612.125000 Penalty: 2807.928223
	Iteration 7Q: 3 clusters Score -1393612 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1393831.000000 Penalty: 2807.928223
	Iteration 8Q: 3 clusters Score -1393831 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1394071.125000 Penalty: 2807.928223
	Iteration 9Q: 3 clusters Score -1394071 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1394335.125000 Penalty: 2807.928223
	Iteration 10Q: 3 clusters Score -1394335 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1394573.625000 Penalty: 2807.928223
	Iteration 11Q: 3 clusters Score -1394574 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1394848.750000 Penalty: 2807.928223
	Iteration 12Q: 3 clusters Score -1394849 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1395164.000000 Penalty: 2807.928223
	Iteration 13Q: 3 clusters Score -1395164 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1395458.500000 Penalty: 2807.928223
	Iteration 14Q: 3 clusters Score -1395458 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1395751.250000 Penalty: 2807.928223
	Iteration 15Q: 3 clusters Score -1395751 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1395980.625000 Penalty: 2807.928223
	Iteration 16Q: 3 clusters Score -1395981 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1396151.875000 Penalty: 2807.928223
	Iteration 17Q: 3 clusters Score -1396152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1396333.250000 Penalty: 2807.928223
	Iteration 18Q: 3 clusters Score -1396333 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1396488.625000 Penalty: 2807.928223
	Iteration 19Q: 3 clusters Score -1396489 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1396608.000000 Penalty: 2807.928223
	Iteration 20F: 3 clusters Score -1396608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1396704.125000 Penalty: 2807.928223
	Iteration 21Q: 3 clusters Score -1396704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1396794.875000 Penalty: 2807.928223
	Iteration 22Q: 3 clusters Score -1396795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1396855.125000 Penalty: 2807.928223
	Iteration 23Q: 3 clusters Score -1396855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1396891.250000 Penalty: 2807.928223
	Iteration 24Q: 3 clusters Score -1396891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1396923.750000 Penalty: 2807.928223
	Iteration 25Q: 3 clusters Score -1396924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1396934.250000 Penalty: 2807.928223
	Iteration 26Q: 3 clusters Score -1396934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1396950.125000 Penalty: 2807.928223
	Iteration 27Q: 3 clusters Score -1396950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1396964.125000 Penalty: 2807.928223
	Iteration 28Q: 3 clusters Score -1396964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1396978.750000 Penalty: 2807.928223
	Iteration 29Q: 3 clusters Score -1396979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1396982.375000 Penalty: 2807.928223
	Iteration 30Q: 3 clusters Score -1396982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1396991.750000 Penalty: 2807.928223
	Iteration 31Q: 3 clusters Score -1396992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1397000.500000 Penalty: 2807.928223
	Iteration 32Q: 3 clusters Score -1397000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1397010.875000 Penalty: 2807.928223
	Iteration 33Q: 3 clusters Score -1397011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1397013.250000 Penalty: 2807.928223
	Iteration 34Q: 3 clusters Score -1397013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1397018.500000 Penalty: 2807.928223
	Iteration 35Q: 3 clusters Score -1397018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1397021.875000 Penalty: 2807.928223
	Iteration 36Q: 3 clusters Score -1397022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1397026.875000 Penalty: 2807.928223
	Iteration 37Q: 3 clusters Score -1397027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1397028.875000 Penalty: 2807.928223
	Iteration 38Q: 3 clusters Score -1397029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1397032.750000 Penalty: 2807.928223
	Iteration 39Q: 3 clusters Score -1397033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1397036.750000 Penalty: 2807.928223
	Iteration 40F: 3 clusters Score -1397037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1397039.750000 Penalty: 2807.928223
	Iteration 41Q: 3 clusters Score -1397040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1397042.125000 Penalty: 2807.928223
	Iteration 42Q: 3 clusters Score -1397042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1397049.625000 Penalty: 2807.928223
	Iteration 43Q: 3 clusters Score -1397050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1397053.125000 Penalty: 2807.928223
	Iteration 44Q: 3 clusters Score -1397053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1397055.250000 Penalty: 2807.928223
	Iteration 45Q: 3 clusters Score -1397055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1397058.250000 Penalty: 2807.928223
	Iteration 46Q: 3 clusters Score -1397058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1397062.000000 Penalty: 2807.928223
	Iteration 47Q: 3 clusters Score -1397062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1397062.125000 Penalty: 2807.928223
	Iteration 48Q: 3 clusters Score -1397062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1397065.250000 Penalty: 2807.928223
	Iteration 49Q: 3 clusters Score -1397065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1397069.000000 Penalty: 2807.928223
	Iteration 50Q: 3 clusters Score -1397069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1397073.625000 Penalty: 2807.928223
	Iteration 51Q: 3 clusters Score -1397074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1397074.250000 Penalty: 2807.928223
	Iteration 52Q: 3 clusters Score -1397074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1397079.750000 Penalty: 2807.928223
	Iteration 53Q: 3 clusters Score -1397080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1397083.750000 Penalty: 2807.928223
	Iteration 54Q: 3 clusters Score -1397084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1397086.000000 Penalty: 2807.928223
	Iteration 55Q: 3 clusters Score -1397086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1397088.125000 Penalty: 2807.928223
	Iteration 56Q: 3 clusters Score -1397088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1397087.375000 Penalty: 2807.928223
	Iteration 57Q: 3 clusters Score -1397087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1397091.250000 Penalty: 2807.928223
	Iteration 58Q: 3 clusters Score -1397091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1397093.750000 Penalty: 2807.928223
	Iteration 59Q: 3 clusters Score -1397094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1397100.500000 Penalty: 2807.928223
	Iteration 60F: 3 clusters Score -1397100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1397105.625000 Penalty: 2807.928223
	Iteration 61Q: 3 clusters Score -1397106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1397110.125000 Penalty: 2807.928223
	Iteration 62Q: 3 clusters Score -1397110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1397114.375000 Penalty: 2807.928223
	Iteration 63Q: 3 clusters Score -1397114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1397115.875000 Penalty: 2807.928223
	Iteration 64Q: 3 clusters Score -1397116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1397117.000000 Penalty: 2807.928223
	Iteration 65Q: 3 clusters Score -1397117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1397119.500000 Penalty: 2807.928223
	Iteration 66Q: 3 clusters Score -1397120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1397121.125000 Penalty: 2807.928223
	Iteration 67Q: 3 clusters Score -1397121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1397123.500000 Penalty: 2807.928223
	Iteration 68Q: 3 clusters Score -1397124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1397127.250000 Penalty: 2807.928223
	Iteration 69Q: 3 clusters Score -1397127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1397127.750000 Penalty: 2807.928223
	Iteration 70Q: 3 clusters Score -1397128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1397127.125000 Penalty: 2807.928223
	Iteration 71Q: 3 clusters Score -1397127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1397133.875000 Penalty: 2807.928223
	Iteration 72Q: 3 clusters Score -1397134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1397132.250000 Penalty: 2807.928223
	Iteration 73Q: 3 clusters Score -1397132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1397129.125000 Penalty: 2807.928223
	Iteration 74Q: 3 clusters Score -1397129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1397134.250000 Penalty: 2807.928223
	Iteration 75Q: 3 clusters Score -1397134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1397133.875000 Penalty: 2807.928223
	Iteration 76Q: 3 clusters Score -1397134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1397133.625000 Penalty: 2807.928223
	Iteration 77Q: 3 clusters Score -1397134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1397133.750000 Penalty: 2807.928223
	Iteration 78Q: 3 clusters Score -1397134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1397134.875000 Penalty: 2807.928223
	Iteration 79Q: 3 clusters Score -1397135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1397136.500000 Penalty: 2807.928223
	Iteration 80F: 3 clusters Score -1397136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1397136.250000 Penalty: 2807.928223
	Iteration 81Q: 3 clusters Score -1397136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1397136.250000 Penalty: 2807.928223
	Iteration 82F: 3 clusters Score -1397136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 25365 members 
Mstep: Class 11 contains 63389 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 14869 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 76008 members 
Mstep: Class 19 contains 64781 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66896 members 
Mstep: Class 25 contains 399 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 71942 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 30681 members 
Mstep: Class 33 contains 38185 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50801 members 
Mstep: Class 36 contains 20834 members 
Mstep: Class 37 contains 18513 members 
Mstep: Class 38 contains 2658 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45338 members 
Mstep: Class 43 contains 8047 members 
Mstep: Class 44 contains 11565 members 
Mstep: Class 45 contains 2186 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 3069 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 24845 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 12522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111028368.000000 Penalty: 117209.742188
Iteration 119Q: 58 clusters Score -1.110284e+08 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 2182 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 25361 members 
Mstep: Class 11 contains 63446 members 
Mstep: Class 12 contains 48437 members 
Mstep: Class 13 contains 12185 members 
Mstep: Class 14 contains 21063 members 
Mstep: Class 15 contains 27924 members 
Mstep: Class 16 contains 14956 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 76456 members 
Mstep: Class 19 contains 65258 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 67721 members 
Mstep: Class 25 contains 408 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 9091 members 
Mstep: Class 29 contains 72114 members 
Mstep: Class 30 contains 8945 members 
Mstep: Class 31 contains 12157 members 
Mstep: Class 32 contains 30548 members 
Mstep: Class 33 contains 38290 members 
Mstep: Class 34 contains 7770 members 
Mstep: Class 35 contains 50804 members 
Mstep: Class 36 contains 20871 members 
Mstep: Class 37 contains 18790 members 
Mstep: Class 38 contains 2659 members 
Mstep: Class 39 contains 6449 members 
Mstep: Class 40 contains 6682 members 
Mstep: Class 41 contains 497 members 
Mstep: Class 42 contains 45407 members 
Mstep: Class 43 contains 8102 members 
Mstep: Class 44 contains 11587 members 
Mstep: Class 45 contains 2221 members 
Mstep: Class 46 contains 2986 members 
Mstep: Class 47 contains 3072 members 
Mstep: Class 48 contains 693 members 
Mstep: Class 49 contains 24995 members 
Mstep: Class 50 contains 5683 members 
Mstep: Class 51 contains 12630 members 
Mstep: Class 52 contains 5514 members 
Mstep: Class 53 contains 344 members 
Mstep: Class 54 contains 10174 members 
Mstep: Class 55 contains 468 members 
Mstep: Class 56 contains 9995 members 
Mstep: Class 57 contains 89532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111031648.000000 Penalty: 117209.742188
Iteration 120F: 58 clusters Score -1.110316e+08 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 3719 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 25306 members 
Mstep: Class 11 contains 63397 members 
Mstep: Class 12 contains 48413 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 20941 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 14888 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 75851 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 3462 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 67559 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 72113 members 
Mstep: Class 30 contains 8948 members 
Mstep: Class 31 contains 12126 members 
Mstep: Class 32 contains 30433 members 
Mstep: Class 33 contains 38031 members 
Mstep: Class 34 contains 7735 members 
Mstep: Class 35 contains 50798 members 
Mstep: Class 36 contains 20864 members 
Mstep: Class 37 contains 18653 members 
Mstep: Class 38 contains 2664 members 
Mstep: Class 39 contains 6450 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 492 members 
Mstep: Class 42 contains 45425 members 
Mstep: Class 43 contains 8083 members 
Mstep: Class 44 contains 11604 members 
Mstep: Class 45 contains 2221 members 
Mstep: Class 46 contains 2955 members 
Mstep: Class 47 contains 3072 members 
Mstep: Class 48 contains 681 members 
Mstep: Class 49 contains 25053 members 
Mstep: Class 50 contains 5695 members 
Mstep: Class 51 contains 12562 members 
Mstep: Class 52 contains 5817 members 
Mstep: Class 53 contains 354 members 
Mstep: Class 54 contains 10431 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 10075 members 
Mstep: Class 57 contains 90188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111032984.000000 Penalty: 117209.742188
Iteration 121Q: 58 clusters Score -1.11033e+08 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 4910 members 
Mstep: Class 10 contains 25250 members 
Mstep: Class 11 contains 63365 members 
Mstep: Class 12 contains 48373 members 
Mstep: Class 13 contains 12168 members 
Mstep: Class 14 contains 20889 members 
Mstep: Class 15 contains 28913 members 
Mstep: Class 16 contains 14831 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 75272 members 
Mstep: Class 19 contains 65407 members 
Mstep: Class 20 contains 3488 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6003 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 67412 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 8694 members 
Mstep: Class 29 contains 72112 members 
Mstep: Class 30 contains 8948 members 
Mstep: Class 31 contains 12095 members 
Mstep: Class 32 contains 30568 members 
Mstep: Class 33 contains 37872 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 50788 members 
Mstep: Class 36 contains 20864 members 
Mstep: Class 37 contains 18540 members 
Mstep: Class 38 contains 2664 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 6695 members 
Mstep: Class 41 contains 488 members 
Mstep: Class 42 contains 45441 members 
Mstep: Class 43 contains 8080 members 
Mstep: Class 44 contains 11626 members 
Mstep: Class 45 contains 2225 members 
Mstep: Class 46 contains 2932 members 
Mstep: Class 47 contains 3081 members 
Mstep: Class 48 contains 668 members 
Mstep: Class 49 contains 25112 members 
Mstep: Class 50 contains 5707 members 
Mstep: Class 51 contains 12489 members 
Mstep: Class 52 contains 6027 members 
Mstep: Class 53 contains 360 members 
Mstep: Class 54 contains 10563 members 
Mstep: Class 55 contains 474 members 
Mstep: Class 56 contains 10053 members 
Mstep: Class 57 contains 90504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111033368.000000 Penalty: 117209.742188
Iteration 122Q: 58 clusters Score -1.110334e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 4917 members 
Mstep: Class 10 contains 25198 members 
Mstep: Class 11 contains 63315 members 
Mstep: Class 12 contains 48311 members 
Mstep: Class 13 contains 12160 members 
Mstep: Class 14 contains 20864 members 
Mstep: Class 15 contains 29344 members 
Mstep: Class 16 contains 14793 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 74738 members 
Mstep: Class 19 contains 65501 members 
Mstep: Class 20 contains 3504 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6021 members 
Mstep: Class 23 contains 1342 members 
Mstep: Class 24 contains 67311 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 5064 members 
Mstep: Class 27 contains 6114 members 
Mstep: Class 28 contains 8583 members 
Mstep: Class 29 contains 72117 members 
Mstep: Class 30 contains 8949 members 
Mstep: Class 31 contains 12067 members 
Mstep: Class 32 contains 30775 members 
Mstep: Class 33 contains 37752 members 
Mstep: Class 34 contains 7719 members 
Mstep: Class 35 contains 50774 members 
Mstep: Class 36 contains 20868 members 
Mstep: Class 37 contains 18450 members 
Mstep: Class 38 contains 2666 members 
Mstep: Class 39 contains 6463 members 
Mstep: Class 40 contains 6697 members 
Mstep: Class 41 contains 492 members 
Mstep: Class 42 contains 45448 members 
Mstep: Class 43 contains 8084 members 
Mstep: Class 44 contains 11654 members 
Mstep: Class 45 contains 2223 members 
Mstep: Class 46 contains 2910 members 
Mstep: Class 47 contains 3085 members 
Mstep: Class 48 contains 650 members 
Mstep: Class 49 contains 25154 members 
Mstep: Class 50 contains 5721 members 
Mstep: Class 51 contains 12424 members 
Mstep: Class 52 contains 6196 members 
Mstep: Class 53 contains 361 members 
Mstep: Class 54 contains 10652 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 10004 members 
Mstep: Class 57 contains 90663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111033792.000000 Penalty: 117209.742188
Iteration 123Q: 58 clusters Score -1.110338e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 25161 members 
Mstep: Class 11 contains 63261 members 
Mstep: Class 12 contains 48259 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 20844 members 
Mstep: Class 15 contains 29734 members 
Mstep: Class 16 contains 14767 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 74270 members 
Mstep: Class 19 contains 65618 members 
Mstep: Class 20 contains 3520 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 67216 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 5067 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 8468 members 
Mstep: Class 29 contains 72128 members 
Mstep: Class 30 contains 8948 members 
Mstep: Class 31 contains 12044 members 
Mstep: Class 32 contains 30983 members 
Mstep: Class 33 contains 37653 members 
Mstep: Class 34 contains 7726 members 
Mstep: Class 35 contains 50763 members 
Mstep: Class 36 contains 20872 members 
Mstep: Class 37 contains 18400 members 
Mstep: Class 38 contains 2666 members 
Mstep: Class 39 contains 6465 members 
Mstep: Class 40 contains 6693 members 
Mstep: Class 41 contains 493 members 
Mstep: Class 42 contains 45461 members 
Mstep: Class 43 contains 8087 members 
Mstep: Class 44 contains 11676 members 
Mstep: Class 45 contains 2223 members 
Mstep: Class 46 contains 2894 members 
Mstep: Class 47 contains 3086 members 
Mstep: Class 48 contains 641 members 
Mstep: Class 49 contains 25172 members 
Mstep: Class 50 contains 5736 members 
Mstep: Class 51 contains 12352 members 
Mstep: Class 52 contains 6352 members 
Mstep: Class 53 contains 356 members 
Mstep: Class 54 contains 10714 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9968 members 
Mstep: Class 57 contains 90727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111034328.000000 Penalty: 117209.742188
Iteration 124Q: 58 clusters Score -1.110343e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 25120 members 
Mstep: Class 11 contains 63233 members 
Mstep: Class 12 contains 48235 members 
Mstep: Class 13 contains 12130 members 
Mstep: Class 14 contains 20832 members 
Mstep: Class 15 contains 30042 members 
Mstep: Class 16 contains 14737 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 73857 members 
Mstep: Class 19 contains 65720 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 67124 members 
Mstep: Class 25 contains 457 members 
Mstep: Class 26 contains 5068 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 72136 members 
Mstep: Class 30 contains 8948 members 
Mstep: Class 31 contains 12017 members 
Mstep: Class 32 contains 31211 members 
Mstep: Class 33 contains 37569 members 
Mstep: Class 34 contains 7734 members 
Mstep: Class 35 contains 50761 members 
Mstep: Class 36 contains 20883 members 
Mstep: Class 37 contains 18370 members 
Mstep: Class 38 contains 2666 members 
Mstep: Class 39 contains 6465 members 
Mstep: Class 40 contains 6698 members 
Mstep: Class 41 contains 494 members 
Mstep: Class 42 contains 45471 members 
Mstep: Class 43 contains 8082 members 
Mstep: Class 44 contains 11692 members 
Mstep: Class 45 contains 2222 members 
Mstep: Class 46 contains 2884 members 
Mstep: Class 47 contains 3090 members 
Mstep: Class 48 contains 636 members 
Mstep: Class 49 contains 25197 members 
Mstep: Class 50 contains 5745 members 
Mstep: Class 51 contains 12290 members 
Mstep: Class 52 contains 6485 members 
Mstep: Class 53 contains 348 members 
Mstep: Class 54 contains 10766 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9932 members 
Mstep: Class 57 contains 90738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111034872.000000 Penalty: 117209.742188
Iteration 125Q: 58 clusters Score -1.110349e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 6885 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 25080 members 
Mstep: Class 11 contains 63192 members 
Mstep: Class 12 contains 48203 members 
Mstep: Class 13 contains 12115 members 
Mstep: Class 14 contains 20821 members 
Mstep: Class 15 contains 30309 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 73481 members 
Mstep: Class 19 contains 65837 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 67053 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 6157 members 
Mstep: Class 28 contains 8278 members 
Mstep: Class 29 contains 72135 members 
Mstep: Class 30 contains 8949 members 
Mstep: Class 31 contains 11994 members 
Mstep: Class 32 contains 31459 members 
Mstep: Class 33 contains 37492 members 
Mstep: Class 34 contains 7741 members 
Mstep: Class 35 contains 50749 members 
Mstep: Class 36 contains 20889 members 
Mstep: Class 37 contains 18346 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 6476 members 
Mstep: Class 40 contains 6698 members 
Mstep: Class 41 contains 492 members 
Mstep: Class 42 contains 45484 members 
Mstep: Class 43 contains 8079 members 
Mstep: Class 44 contains 11711 members 
Mstep: Class 45 contains 2225 members 
Mstep: Class 46 contains 2867 members 
Mstep: Class 47 contains 3090 members 
Mstep: Class 48 contains 633 members 
Mstep: Class 49 contains 25221 members 
Mstep: Class 50 contains 5751 members 
Mstep: Class 51 contains 12235 members 
Mstep: Class 52 contains 6613 members 
Mstep: Class 53 contains 353 members 
Mstep: Class 54 contains 10816 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9897 members 
Mstep: Class 57 contains 90699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111035520.000000 Penalty: 117209.742188
Iteration 126Q: 58 clusters Score -1.110355e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 25050 members 
Mstep: Class 11 contains 63153 members 
Mstep: Class 12 contains 48171 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 14 contains 20806 members 
Mstep: Class 15 contains 30542 members 
Mstep: Class 16 contains 14708 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 73131 members 
Mstep: Class 19 contains 65957 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6062 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66962 members 
Mstep: Class 25 contains 461 members 
Mstep: Class 26 contains 5070 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 72140 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11963 members 
Mstep: Class 32 contains 31753 members 
Mstep: Class 33 contains 37416 members 
Mstep: Class 34 contains 7736 members 
Mstep: Class 35 contains 50743 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18321 members 
Mstep: Class 38 contains 2669 members 
Mstep: Class 39 contains 6485 members 
Mstep: Class 40 contains 6699 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 45507 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 11728 members 
Mstep: Class 45 contains 2224 members 
Mstep: Class 46 contains 2860 members 
Mstep: Class 47 contains 3091 members 
Mstep: Class 48 contains 631 members 
Mstep: Class 49 contains 25245 members 
Mstep: Class 50 contains 5767 members 
Mstep: Class 51 contains 12188 members 
Mstep: Class 52 contains 6699 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 10863 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9842 members 
Mstep: Class 57 contains 90601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036376.000000 Penalty: 117209.742188
Iteration 127Q: 58 clusters Score -1.110364e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5662 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 3616 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 25011 members 
Mstep: Class 11 contains 63118 members 
Mstep: Class 12 contains 48145 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 20801 members 
Mstep: Class 15 contains 30720 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 72824 members 
Mstep: Class 19 contains 66066 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6071 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 66890 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5071 members 
Mstep: Class 27 contains 6185 members 
Mstep: Class 28 contains 8172 members 
Mstep: Class 29 contains 72142 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11932 members 
Mstep: Class 32 contains 32022 members 
Mstep: Class 33 contains 37350 members 
Mstep: Class 34 contains 7735 members 
Mstep: Class 35 contains 50737 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18318 members 
Mstep: Class 38 contains 2670 members 
Mstep: Class 39 contains 6491 members 
Mstep: Class 40 contains 6696 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45527 members 
Mstep: Class 43 contains 8077 members 
Mstep: Class 44 contains 11754 members 
Mstep: Class 45 contains 2221 members 
Mstep: Class 46 contains 2856 members 
Mstep: Class 47 contains 3095 members 
Mstep: Class 48 contains 629 members 
Mstep: Class 49 contains 25253 members 
Mstep: Class 50 contains 5778 members 
Mstep: Class 51 contains 12156 members 
Mstep: Class 52 contains 6765 members 
Mstep: Class 53 contains 363 members 
Mstep: Class 54 contains 10907 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9809 members 
Mstep: Class 57 contains 90503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036600.000000 Penalty: 117209.742188
Iteration 128Q: 58 clusters Score -1.110366e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 24987 members 
Mstep: Class 11 contains 63075 members 
Mstep: Class 12 contains 48103 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 20796 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 14697 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 72529 members 
Mstep: Class 19 contains 66185 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 66839 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 6197 members 
Mstep: Class 28 contains 8122 members 
Mstep: Class 29 contains 72141 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11904 members 
Mstep: Class 32 contains 32255 members 
Mstep: Class 33 contains 37285 members 
Mstep: Class 34 contains 7739 members 
Mstep: Class 35 contains 50733 members 
Mstep: Class 36 contains 20894 members 
Mstep: Class 37 contains 18310 members 
Mstep: Class 38 contains 2672 members 
Mstep: Class 39 contains 6495 members 
Mstep: Class 40 contains 6693 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45537 members 
Mstep: Class 43 contains 8077 members 
Mstep: Class 44 contains 11780 members 
Mstep: Class 45 contains 2226 members 
Mstep: Class 46 contains 2849 members 
Mstep: Class 47 contains 3097 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25261 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 12127 members 
Mstep: Class 52 contains 6824 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 10938 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9788 members 
Mstep: Class 57 contains 90446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036640.000000 Penalty: 117209.742188
Iteration 129Q: 58 clusters Score -1.110366e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 24973 members 
Mstep: Class 11 contains 63037 members 
Mstep: Class 12 contains 48066 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 14 contains 20789 members 
Mstep: Class 15 contains 30973 members 
Mstep: Class 16 contains 14691 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 72253 members 
Mstep: Class 19 contains 66276 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 66812 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 6200 members 
Mstep: Class 28 contains 8078 members 
Mstep: Class 29 contains 72141 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11880 members 
Mstep: Class 32 contains 32482 members 
Mstep: Class 33 contains 37245 members 
Mstep: Class 34 contains 7747 members 
Mstep: Class 35 contains 50725 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18302 members 
Mstep: Class 38 contains 2676 members 
Mstep: Class 39 contains 6503 members 
Mstep: Class 40 contains 6692 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45555 members 
Mstep: Class 43 contains 8079 members 
Mstep: Class 44 contains 11797 members 
Mstep: Class 45 contains 2231 members 
Mstep: Class 46 contains 2841 members 
Mstep: Class 47 contains 3098 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25262 members 
Mstep: Class 50 contains 5806 members 
Mstep: Class 51 contains 12102 members 
Mstep: Class 52 contains 6877 members 
Mstep: Class 53 contains 365 members 
Mstep: Class 54 contains 10960 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9768 members 
Mstep: Class 57 contains 90379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036768.000000 Penalty: 117209.742188
Iteration 130Q: 58 clusters Score -1.110368e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 1580 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 6956 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 24960 members 
Mstep: Class 11 contains 62997 members 
Mstep: Class 12 contains 48027 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 20785 members 
Mstep: Class 15 contains 31062 members 
Mstep: Class 16 contains 14693 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 72005 members 
Mstep: Class 19 contains 66364 members 
Mstep: Class 20 contains 3602 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 66794 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 6210 members 
Mstep: Class 28 contains 8026 members 
Mstep: Class 29 contains 72140 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11868 members 
Mstep: Class 32 contains 32725 members 
Mstep: Class 33 contains 37214 members 
Mstep: Class 34 contains 7755 members 
Mstep: Class 35 contains 50706 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18303 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 6514 members 
Mstep: Class 40 contains 6694 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45573 members 
Mstep: Class 43 contains 8079 members 
Mstep: Class 44 contains 11813 members 
Mstep: Class 45 contains 2233 members 
Mstep: Class 46 contains 2834 members 
Mstep: Class 47 contains 3104 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25267 members 
Mstep: Class 50 contains 5813 members 
Mstep: Class 51 contains 12088 members 
Mstep: Class 52 contains 6925 members 
Mstep: Class 53 contains 368 members 
Mstep: Class 54 contains 10978 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9757 members 
Mstep: Class 57 contains 90288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036984.000000 Penalty: 117209.742188
Iteration 131Q: 58 clusters Score -1.11037e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 3594 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 4950 members 
Mstep: Class 10 contains 24951 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 47998 members 
Mstep: Class 13 contains 12079 members 
Mstep: Class 14 contains 20783 members 
Mstep: Class 15 contains 31134 members 
Mstep: Class 16 contains 14687 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 71754 members 
Mstep: Class 19 contains 66450 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 66781 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 6214 members 
Mstep: Class 28 contains 7982 members 
Mstep: Class 29 contains 72143 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11857 members 
Mstep: Class 32 contains 32935 members 
Mstep: Class 33 contains 37179 members 
Mstep: Class 34 contains 7761 members 
Mstep: Class 35 contains 50695 members 
Mstep: Class 36 contains 20894 members 
Mstep: Class 37 contains 18301 members 
Mstep: Class 38 contains 2679 members 
Mstep: Class 39 contains 6527 members 
Mstep: Class 40 contains 6695 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45587 members 
Mstep: Class 43 contains 8080 members 
Mstep: Class 44 contains 11824 members 
Mstep: Class 45 contains 2237 members 
Mstep: Class 46 contains 2825 members 
Mstep: Class 47 contains 3108 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25270 members 
Mstep: Class 50 contains 5817 members 
Mstep: Class 51 contains 12076 members 
Mstep: Class 52 contains 6968 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 10993 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9741 members 
Mstep: Class 57 contains 90236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037248.000000 Penalty: 117209.742188
Iteration 132Q: 58 clusters Score -1.110372e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 6974 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 24938 members 
Mstep: Class 11 contains 62930 members 
Mstep: Class 12 contains 47963 members 
Mstep: Class 13 contains 12075 members 
Mstep: Class 14 contains 20779 members 
Mstep: Class 15 contains 31211 members 
Mstep: Class 16 contains 14679 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 71517 members 
Mstep: Class 19 contains 66529 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 66771 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5067 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 7945 members 
Mstep: Class 29 contains 72138 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11846 members 
Mstep: Class 32 contains 33173 members 
Mstep: Class 33 contains 37135 members 
Mstep: Class 34 contains 7763 members 
Mstep: Class 35 contains 50688 members 
Mstep: Class 36 contains 20894 members 
Mstep: Class 37 contains 18302 members 
Mstep: Class 38 contains 2679 members 
Mstep: Class 39 contains 6532 members 
Mstep: Class 40 contains 6694 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 45598 members 
Mstep: Class 43 contains 8081 members 
Mstep: Class 44 contains 11833 members 
Mstep: Class 45 contains 2240 members 
Mstep: Class 46 contains 2823 members 
Mstep: Class 47 contains 3108 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25272 members 
Mstep: Class 50 contains 5826 members 
Mstep: Class 51 contains 12067 members 
Mstep: Class 52 contains 7006 members 
Mstep: Class 53 contains 374 members 
Mstep: Class 54 contains 11006 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9727 members 
Mstep: Class 57 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037384.000000 Penalty: 117209.742188
Iteration 133Q: 58 clusters Score -1.110374e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 6988 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 24905 members 
Mstep: Class 11 contains 62914 members 
Mstep: Class 12 contains 47926 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 20766 members 
Mstep: Class 15 contains 31282 members 
Mstep: Class 16 contains 14676 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 71310 members 
Mstep: Class 19 contains 66598 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6111 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 66775 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5065 members 
Mstep: Class 27 contains 6241 members 
Mstep: Class 28 contains 7910 members 
Mstep: Class 29 contains 72130 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 11837 members 
Mstep: Class 32 contains 33401 members 
Mstep: Class 33 contains 37098 members 
Mstep: Class 34 contains 7774 members 
Mstep: Class 35 contains 50688 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18313 members 
Mstep: Class 38 contains 2679 members 
Mstep: Class 39 contains 6533 members 
Mstep: Class 40 contains 6695 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45609 members 
Mstep: Class 43 contains 8082 members 
Mstep: Class 44 contains 11840 members 
Mstep: Class 45 contains 2245 members 
Mstep: Class 46 contains 2819 members 
Mstep: Class 47 contains 3106 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25278 members 
Mstep: Class 50 contains 5830 members 
Mstep: Class 51 contains 12050 members 
Mstep: Class 52 contains 7038 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11022 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9709 members 
Mstep: Class 57 contains 90063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037128.000000 Penalty: 117209.742188
Iteration 134Q: 58 clusters Score -1.110371e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 2258 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 62898 members 
Mstep: Class 12 contains 47895 members 
Mstep: Class 13 contains 12065 members 
Mstep: Class 14 contains 20761 members 
Mstep: Class 15 contains 31324 members 
Mstep: Class 16 contains 14670 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 71155 members 
Mstep: Class 19 contains 66656 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6117 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 66776 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 6241 members 
Mstep: Class 28 contains 7887 members 
Mstep: Class 29 contains 72123 members 
Mstep: Class 30 contains 8951 members 
Mstep: Class 31 contains 11830 members 
Mstep: Class 32 contains 33606 members 
Mstep: Class 33 contains 37083 members 
Mstep: Class 34 contains 7778 members 
Mstep: Class 35 contains 50685 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18312 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 6532 members 
Mstep: Class 40 contains 6695 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45622 members 
Mstep: Class 43 contains 8081 members 
Mstep: Class 44 contains 11848 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 2819 members 
Mstep: Class 47 contains 3109 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25282 members 
Mstep: Class 50 contains 5834 members 
Mstep: Class 51 contains 12038 members 
Mstep: Class 52 contains 7063 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 11032 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9694 members 
Mstep: Class 57 contains 89967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037400.000000 Penalty: 117209.742188
Iteration 135Q: 58 clusters Score -1.110374e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5781 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 3567 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 24859 members 
Mstep: Class 11 contains 62889 members 
Mstep: Class 12 contains 47867 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 20754 members 
Mstep: Class 15 contains 31362 members 
Mstep: Class 16 contains 14663 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 66699 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6124 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 66774 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5057 members 
Mstep: Class 27 contains 6243 members 
Mstep: Class 28 contains 7879 members 
Mstep: Class 29 contains 72118 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 33792 members 
Mstep: Class 33 contains 37057 members 
Mstep: Class 34 contains 7785 members 
Mstep: Class 35 contains 50679 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18303 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 6536 members 
Mstep: Class 40 contains 6694 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45633 members 
Mstep: Class 43 contains 8082 members 
Mstep: Class 44 contains 11857 members 
Mstep: Class 45 contains 2257 members 
Mstep: Class 46 contains 2816 members 
Mstep: Class 47 contains 3110 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25283 members 
Mstep: Class 50 contains 5837 members 
Mstep: Class 51 contains 12025 members 
Mstep: Class 52 contains 7084 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11040 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9684 members 
Mstep: Class 57 contains 89884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037416.000000 Penalty: 117209.742188
Iteration 136Q: 58 clusters Score -1.110374e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 7039 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 24839 members 
Mstep: Class 11 contains 62876 members 
Mstep: Class 12 contains 47839 members 
Mstep: Class 13 contains 12063 members 
Mstep: Class 14 contains 20755 members 
Mstep: Class 15 contains 31399 members 
Mstep: Class 16 contains 14659 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 70876 members 
Mstep: Class 19 contains 66756 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6128 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 66775 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 72117 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 11813 members 
Mstep: Class 32 contains 33970 members 
Mstep: Class 33 contains 37040 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50673 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18298 members 
Mstep: Class 38 contains 2679 members 
Mstep: Class 39 contains 6533 members 
Mstep: Class 40 contains 6692 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45633 members 
Mstep: Class 43 contains 8082 members 
Mstep: Class 44 contains 11874 members 
Mstep: Class 45 contains 2266 members 
Mstep: Class 46 contains 2813 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25286 members 
Mstep: Class 50 contains 5842 members 
Mstep: Class 51 contains 12012 members 
Mstep: Class 52 contains 7099 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11048 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9681 members 
Mstep: Class 57 contains 89815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037264.000000 Penalty: 117209.742188
Iteration 137Q: 58 clusters Score -1.110373e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 24829 members 
Mstep: Class 11 contains 62862 members 
Mstep: Class 12 contains 47816 members 
Mstep: Class 13 contains 12066 members 
Mstep: Class 14 contains 20750 members 
Mstep: Class 15 contains 31437 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 70730 members 
Mstep: Class 19 contains 66798 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6132 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 66776 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5053 members 
Mstep: Class 27 contains 6245 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 72117 members 
Mstep: Class 30 contains 8951 members 
Mstep: Class 31 contains 11802 members 
Mstep: Class 32 contains 34160 members 
Mstep: Class 33 contains 37014 members 
Mstep: Class 34 contains 7795 members 
Mstep: Class 35 contains 50658 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18297 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 6533 members 
Mstep: Class 40 contains 6691 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45647 members 
Mstep: Class 43 contains 8082 members 
Mstep: Class 44 contains 11891 members 
Mstep: Class 45 contains 2282 members 
Mstep: Class 46 contains 2809 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25284 members 
Mstep: Class 50 contains 5846 members 
Mstep: Class 51 contains 12001 members 
Mstep: Class 52 contains 7112 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11052 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9678 members 
Mstep: Class 57 contains 89722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037216.000000 Penalty: 117209.742188
Iteration 138Q: 58 clusters Score -1.110372e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 4961 members 
Mstep: Class 10 contains 24819 members 
Mstep: Class 11 contains 62853 members 
Mstep: Class 12 contains 47786 members 
Mstep: Class 13 contains 12063 members 
Mstep: Class 14 contains 20747 members 
Mstep: Class 15 contains 31465 members 
Mstep: Class 16 contains 14649 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 70598 members 
Mstep: Class 19 contains 66822 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6135 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 66770 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5051 members 
Mstep: Class 27 contains 6240 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 72117 members 
Mstep: Class 30 contains 8951 members 
Mstep: Class 31 contains 11792 members 
Mstep: Class 32 contains 34368 members 
Mstep: Class 33 contains 36998 members 
Mstep: Class 34 contains 7794 members 
Mstep: Class 35 contains 50649 members 
Mstep: Class 36 contains 20894 members 
Mstep: Class 37 contains 18290 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 6536 members 
Mstep: Class 40 contains 6690 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45671 members 
Mstep: Class 43 contains 8081 members 
Mstep: Class 44 contains 11903 members 
Mstep: Class 45 contains 2304 members 
Mstep: Class 46 contains 2805 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25289 members 
Mstep: Class 50 contains 5851 members 
Mstep: Class 51 contains 11994 members 
Mstep: Class 52 contains 7119 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11055 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9666 members 
Mstep: Class 57 contains 89615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037248.000000 Penalty: 117209.742188
Iteration 139Q: 58 clusters Score -1.110372e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 10 contains 24806 members 
Mstep: Class 11 contains 62846 members 
Mstep: Class 12 contains 47774 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 20743 members 
Mstep: Class 15 contains 31490 members 
Mstep: Class 16 contains 14647 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 70479 members 
Mstep: Class 19 contains 66854 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 66775 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5050 members 
Mstep: Class 27 contains 6231 members 
Mstep: Class 28 contains 7845 members 
Mstep: Class 29 contains 72118 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 11782 members 
Mstep: Class 32 contains 34579 members 
Mstep: Class 33 contains 36980 members 
Mstep: Class 34 contains 7792 members 
Mstep: Class 35 contains 50639 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18290 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 6547 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45683 members 
Mstep: Class 43 contains 8079 members 
Mstep: Class 44 contains 11908 members 
Mstep: Class 45 contains 2327 members 
Mstep: Class 46 contains 2803 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25292 members 
Mstep: Class 50 contains 5859 members 
Mstep: Class 51 contains 11989 members 
Mstep: Class 52 contains 7126 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11059 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9660 members 
Mstep: Class 57 contains 89481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037184.000000 Penalty: 117209.742188
Iteration 140F: 58 clusters Score -1.110372e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5816 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 7061 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 24787 members 
Mstep: Class 11 contains 62840 members 
Mstep: Class 12 contains 47771 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 20738 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 14642 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 70376 members 
Mstep: Class 19 contains 66872 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 66773 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5049 members 
Mstep: Class 27 contains 6233 members 
Mstep: Class 28 contains 7842 members 
Mstep: Class 29 contains 72119 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 11772 members 
Mstep: Class 32 contains 34776 members 
Mstep: Class 33 contains 36948 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50631 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18284 members 
Mstep: Class 38 contains 2680 members 
Mstep: Class 39 contains 6551 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 45701 members 
Mstep: Class 43 contains 8077 members 
Mstep: Class 44 contains 11919 members 
Mstep: Class 45 contains 2346 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3112 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25291 members 
Mstep: Class 50 contains 5866 members 
Mstep: Class 51 contains 11985 members 
Mstep: Class 52 contains 7133 members 
Mstep: Class 53 contains 371 members 
Mstep: Class 54 contains 11060 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9653 members 
Mstep: Class 57 contains 89378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037376.000000 Penalty: 117209.742188
Iteration 141Q: 58 clusters Score -1.110374e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 4964 members 
Mstep: Class 10 contains 24773 members 
Mstep: Class 11 contains 62827 members 
Mstep: Class 12 contains 47766 members 
Mstep: Class 13 contains 12060 members 
Mstep: Class 14 contains 20732 members 
Mstep: Class 15 contains 31532 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 70278 members 
Mstep: Class 19 contains 66904 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66776 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5048 members 
Mstep: Class 27 contains 6229 members 
Mstep: Class 28 contains 7832 members 
Mstep: Class 29 contains 72117 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 11770 members 
Mstep: Class 32 contains 34963 members 
Mstep: Class 33 contains 36927 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50618 members 
Mstep: Class 36 contains 20894 members 
Mstep: Class 37 contains 18279 members 
Mstep: Class 38 contains 2682 members 
Mstep: Class 39 contains 6555 members 
Mstep: Class 40 contains 6683 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 45715 members 
Mstep: Class 43 contains 8075 members 
Mstep: Class 44 contains 11920 members 
Mstep: Class 45 contains 2371 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3114 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25292 members 
Mstep: Class 50 contains 5870 members 
Mstep: Class 51 contains 11983 members 
Mstep: Class 52 contains 7137 members 
Mstep: Class 53 contains 372 members 
Mstep: Class 54 contains 11063 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9650 members 
Mstep: Class 57 contains 89273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037400.000000 Penalty: 117209.742188
Iteration 142Q: 58 clusters Score -1.110374e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 4965 members 
Mstep: Class 10 contains 24762 members 
Mstep: Class 11 contains 62820 members 
Mstep: Class 12 contains 47748 members 
Mstep: Class 13 contains 12056 members 
Mstep: Class 14 contains 20728 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 14635 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 70173 members 
Mstep: Class 19 contains 66936 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66782 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 7828 members 
Mstep: Class 29 contains 72113 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 35160 members 
Mstep: Class 33 contains 36911 members 
Mstep: Class 34 contains 7792 members 
Mstep: Class 35 contains 50609 members 
Mstep: Class 36 contains 20894 members 
Mstep: Class 37 contains 18269 members 
Mstep: Class 38 contains 2682 members 
Mstep: Class 39 contains 6561 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45721 members 
Mstep: Class 43 contains 8075 members 
Mstep: Class 44 contains 11926 members 
Mstep: Class 45 contains 2387 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3116 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25293 members 
Mstep: Class 50 contains 5875 members 
Mstep: Class 51 contains 11982 members 
Mstep: Class 52 contains 7141 members 
Mstep: Class 53 contains 374 members 
Mstep: Class 54 contains 11066 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9648 members 
Mstep: Class 57 contains 89156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037512.000000 Penalty: 117209.742188
Iteration 143Q: 58 clusters Score -1.110375e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5831 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 7074 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 24746 members 
Mstep: Class 11 contains 62813 members 
Mstep: Class 12 contains 47732 members 
Mstep: Class 13 contains 12051 members 
Mstep: Class 14 contains 20719 members 
Mstep: Class 15 contains 31595 members 
Mstep: Class 16 contains 14630 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 70077 members 
Mstep: Class 19 contains 66959 members 
Mstep: Class 20 contains 3602 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66788 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 6230 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 72112 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 11758 members 
Mstep: Class 32 contains 35337 members 
Mstep: Class 33 contains 36900 members 
Mstep: Class 34 contains 7792 members 
Mstep: Class 35 contains 50603 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18264 members 
Mstep: Class 38 contains 2683 members 
Mstep: Class 39 contains 6561 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45727 members 
Mstep: Class 43 contains 8074 members 
Mstep: Class 44 contains 11932 members 
Mstep: Class 45 contains 2394 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3115 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25293 members 
Mstep: Class 50 contains 5880 members 
Mstep: Class 51 contains 11977 members 
Mstep: Class 52 contains 7143 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11075 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9645 members 
Mstep: Class 57 contains 89043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037528.000000 Penalty: 117209.742188
Iteration 144Q: 58 clusters Score -1.110375e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 4969 members 
Mstep: Class 10 contains 24730 members 
Mstep: Class 11 contains 62805 members 
Mstep: Class 12 contains 47714 members 
Mstep: Class 13 contains 12052 members 
Mstep: Class 14 contains 20717 members 
Mstep: Class 15 contains 31618 members 
Mstep: Class 16 contains 14624 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 69972 members 
Mstep: Class 19 contains 66988 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66792 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5043 members 
Mstep: Class 27 contains 6225 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 72111 members 
Mstep: Class 30 contains 8957 members 
Mstep: Class 31 contains 11756 members 
Mstep: Class 32 contains 35509 members 
Mstep: Class 33 contains 36892 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50592 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18263 members 
Mstep: Class 38 contains 2684 members 
Mstep: Class 39 contains 6566 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45734 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11935 members 
Mstep: Class 45 contains 2399 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3116 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25290 members 
Mstep: Class 50 contains 5887 members 
Mstep: Class 51 contains 11974 members 
Mstep: Class 52 contains 7150 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11079 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9644 members 
Mstep: Class 57 contains 88950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037424.000000 Penalty: 117209.742188
Iteration 145Q: 58 clusters Score -1.110374e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5855 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 7104 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 24721 members 
Mstep: Class 11 contains 62793 members 
Mstep: Class 12 contains 47688 members 
Mstep: Class 13 contains 12048 members 
Mstep: Class 14 contains 20709 members 
Mstep: Class 15 contains 31648 members 
Mstep: Class 16 contains 14619 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 69851 members 
Mstep: Class 19 contains 67022 members 
Mstep: Class 20 contains 3602 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66794 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 7828 members 
Mstep: Class 29 contains 72110 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 11750 members 
Mstep: Class 32 contains 35673 members 
Mstep: Class 33 contains 36867 members 
Mstep: Class 34 contains 7794 members 
Mstep: Class 35 contains 50584 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18257 members 
Mstep: Class 38 contains 2685 members 
Mstep: Class 39 contains 6572 members 
Mstep: Class 40 contains 6680 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45739 members 
Mstep: Class 43 contains 8074 members 
Mstep: Class 44 contains 11942 members 
Mstep: Class 45 contains 2405 members 
Mstep: Class 46 contains 2803 members 
Mstep: Class 47 contains 3114 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25289 members 
Mstep: Class 50 contains 5894 members 
Mstep: Class 51 contains 11971 members 
Mstep: Class 52 contains 7154 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11084 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9643 members 
Mstep: Class 57 contains 88881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037376.000000 Penalty: 117209.742188
Iteration 146Q: 58 clusters Score -1.110374e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 24720 members 
Mstep: Class 11 contains 62789 members 
Mstep: Class 12 contains 47666 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 20708 members 
Mstep: Class 15 contains 31675 members 
Mstep: Class 16 contains 14618 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 69735 members 
Mstep: Class 19 contains 67049 members 
Mstep: Class 20 contains 3602 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66809 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 7830 members 
Mstep: Class 29 contains 72111 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 11744 members 
Mstep: Class 32 contains 35818 members 
Mstep: Class 33 contains 36845 members 
Mstep: Class 34 contains 7795 members 
Mstep: Class 35 contains 50576 members 
Mstep: Class 36 contains 20893 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 2687 members 
Mstep: Class 39 contains 6575 members 
Mstep: Class 40 contains 6681 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45741 members 
Mstep: Class 43 contains 8075 members 
Mstep: Class 44 contains 11946 members 
Mstep: Class 45 contains 2412 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3114 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25290 members 
Mstep: Class 50 contains 5897 members 
Mstep: Class 51 contains 11969 members 
Mstep: Class 52 contains 7153 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11089 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9643 members 
Mstep: Class 57 contains 88821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037392.000000 Penalty: 117209.742188
Iteration 147Q: 58 clusters Score -1.110374e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 7108 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 24716 members 
Mstep: Class 11 contains 62783 members 
Mstep: Class 12 contains 47628 members 
Mstep: Class 13 contains 12041 members 
Mstep: Class 14 contains 20701 members 
Mstep: Class 15 contains 31701 members 
Mstep: Class 16 contains 14618 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 69610 members 
Mstep: Class 19 contains 67084 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 7834 members 
Mstep: Class 29 contains 72112 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 11737 members 
Mstep: Class 32 contains 35947 members 
Mstep: Class 33 contains 36831 members 
Mstep: Class 34 contains 7796 members 
Mstep: Class 35 contains 50570 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18229 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 6586 members 
Mstep: Class 40 contains 6682 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45741 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11949 members 
Mstep: Class 45 contains 2423 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3115 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25290 members 
Mstep: Class 50 contains 5898 members 
Mstep: Class 51 contains 11966 members 
Mstep: Class 52 contains 7153 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11094 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9638 members 
Mstep: Class 57 contains 88792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037432.000000 Penalty: 117209.742188
Iteration 148Q: 58 clusters Score -1.110374e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2273 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 24702 members 
Mstep: Class 11 contains 62776 members 
Mstep: Class 12 contains 47580 members 
Mstep: Class 13 contains 12040 members 
Mstep: Class 14 contains 20698 members 
Mstep: Class 15 contains 31719 members 
Mstep: Class 16 contains 14609 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 69505 members 
Mstep: Class 19 contains 67124 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66822 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6220 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 72112 members 
Mstep: Class 30 contains 8964 members 
Mstep: Class 31 contains 11731 members 
Mstep: Class 32 contains 36073 members 
Mstep: Class 33 contains 36821 members 
Mstep: Class 34 contains 7797 members 
Mstep: Class 35 contains 50559 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18225 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 6587 members 
Mstep: Class 40 contains 6681 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45748 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 11958 members 
Mstep: Class 45 contains 2437 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3119 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25291 members 
Mstep: Class 50 contains 5898 members 
Mstep: Class 51 contains 11961 members 
Mstep: Class 52 contains 7153 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11101 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9634 members 
Mstep: Class 57 contains 88769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037256.000000 Penalty: 117209.742188
Iteration 149Q: 58 clusters Score -1.110373e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 24685 members 
Mstep: Class 11 contains 62767 members 
Mstep: Class 12 contains 47540 members 
Mstep: Class 13 contains 12040 members 
Mstep: Class 14 contains 20693 members 
Mstep: Class 15 contains 31730 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 69415 members 
Mstep: Class 19 contains 67178 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 66829 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6215 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 72112 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 11727 members 
Mstep: Class 32 contains 36205 members 
Mstep: Class 33 contains 36808 members 
Mstep: Class 34 contains 7796 members 
Mstep: Class 35 contains 50550 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18225 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 6590 members 
Mstep: Class 40 contains 6681 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45762 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 11966 members 
Mstep: Class 45 contains 2451 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3120 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25294 members 
Mstep: Class 50 contains 5900 members 
Mstep: Class 51 contains 11961 members 
Mstep: Class 52 contains 7153 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11107 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037528.000000 Penalty: 117209.742188
Iteration 150Q: 58 clusters Score -1.110375e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 62761 members 
Mstep: Class 12 contains 47499 members 
Mstep: Class 13 contains 12041 members 
Mstep: Class 14 contains 20689 members 
Mstep: Class 15 contains 31741 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 69314 members 
Mstep: Class 19 contains 67232 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66841 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 6217 members 
Mstep: Class 28 contains 7833 members 
Mstep: Class 29 contains 72113 members 
Mstep: Class 30 contains 8968 members 
Mstep: Class 31 contains 11726 members 
Mstep: Class 32 contains 36328 members 
Mstep: Class 33 contains 36801 members 
Mstep: Class 34 contains 7794 members 
Mstep: Class 35 contains 50540 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 6596 members 
Mstep: Class 40 contains 6681 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45769 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 11966 members 
Mstep: Class 45 contains 2458 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3121 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25296 members 
Mstep: Class 50 contains 5902 members 
Mstep: Class 51 contains 11962 members 
Mstep: Class 52 contains 7154 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11114 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037392.000000 Penalty: 117209.742188
Iteration 151Q: 58 clusters Score -1.110374e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 24655 members 
Mstep: Class 11 contains 62753 members 
Mstep: Class 12 contains 47463 members 
Mstep: Class 13 contains 12040 members 
Mstep: Class 14 contains 20687 members 
Mstep: Class 15 contains 31753 members 
Mstep: Class 16 contains 14588 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 69226 members 
Mstep: Class 19 contains 67282 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6140 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 6217 members 
Mstep: Class 28 contains 7832 members 
Mstep: Class 29 contains 72110 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 11724 members 
Mstep: Class 32 contains 36461 members 
Mstep: Class 33 contains 36788 members 
Mstep: Class 34 contains 7792 members 
Mstep: Class 35 contains 50534 members 
Mstep: Class 36 contains 20892 members 
Mstep: Class 37 contains 18225 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 6598 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45775 members 
Mstep: Class 43 contains 8072 members 
Mstep: Class 44 contains 11967 members 
Mstep: Class 45 contains 2463 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3121 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25298 members 
Mstep: Class 50 contains 5905 members 
Mstep: Class 51 contains 11962 members 
Mstep: Class 52 contains 7154 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11122 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037416.000000 Penalty: 117209.742188
Iteration 152Q: 58 clusters Score -1.110374e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 7125 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 10 contains 24641 members 
Mstep: Class 11 contains 62744 members 
Mstep: Class 12 contains 47425 members 
Mstep: Class 13 contains 12039 members 
Mstep: Class 14 contains 20685 members 
Mstep: Class 15 contains 31758 members 
Mstep: Class 16 contains 14577 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 69157 members 
Mstep: Class 19 contains 67354 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6142 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66833 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 6215 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72109 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 11720 members 
Mstep: Class 32 contains 36580 members 
Mstep: Class 33 contains 36775 members 
Mstep: Class 34 contains 7792 members 
Mstep: Class 35 contains 50527 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18225 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 6599 members 
Mstep: Class 40 contains 6678 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45781 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11969 members 
Mstep: Class 45 contains 2470 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3123 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5906 members 
Mstep: Class 51 contains 11959 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11130 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037392.000000 Penalty: 117209.742188
Iteration 153Q: 58 clusters Score -1.110374e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2282 members 
Mstep: Class 5 contains 7129 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 62740 members 
Mstep: Class 12 contains 47395 members 
Mstep: Class 13 contains 12037 members 
Mstep: Class 14 contains 20685 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 14573 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 69089 members 
Mstep: Class 19 contains 67405 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6143 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66823 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6212 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72109 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 11717 members 
Mstep: Class 32 contains 36685 members 
Mstep: Class 33 contains 36766 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50521 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18225 members 
Mstep: Class 38 contains 2692 members 
Mstep: Class 39 contains 6605 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45784 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11968 members 
Mstep: Class 45 contains 2471 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3124 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5912 members 
Mstep: Class 51 contains 11956 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11136 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037704.000000 Penalty: 117209.742188
Iteration 154Q: 58 clusters Score -1.110377e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 7132 members 
Mstep: Class 6 contains 3527 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 24618 members 
Mstep: Class 11 contains 62734 members 
Mstep: Class 12 contains 47364 members 
Mstep: Class 13 contains 12035 members 
Mstep: Class 14 contains 20682 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 14571 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 69023 members 
Mstep: Class 19 contains 67438 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6146 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66828 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72108 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 11711 members 
Mstep: Class 32 contains 36792 members 
Mstep: Class 33 contains 36772 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 50517 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18224 members 
Mstep: Class 38 contains 2692 members 
Mstep: Class 39 contains 6611 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45788 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11965 members 
Mstep: Class 45 contains 2476 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3125 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5912 members 
Mstep: Class 51 contains 11952 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037720.000000 Penalty: 117209.742188
Iteration 155Q: 58 clusters Score -1.110377e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 24608 members 
Mstep: Class 11 contains 62729 members 
Mstep: Class 12 contains 47345 members 
Mstep: Class 13 contains 12035 members 
Mstep: Class 14 contains 20681 members 
Mstep: Class 15 contains 31777 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 68951 members 
Mstep: Class 19 contains 67471 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6148 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66840 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6215 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72108 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 11705 members 
Mstep: Class 32 contains 36893 members 
Mstep: Class 33 contains 36773 members 
Mstep: Class 34 contains 7792 members 
Mstep: Class 35 contains 50514 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6612 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45795 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11964 members 
Mstep: Class 45 contains 2478 members 
Mstep: Class 46 contains 2800 members 
Mstep: Class 47 contains 3126 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5915 members 
Mstep: Class 51 contains 11952 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11140 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037744.000000 Penalty: 117209.742188
Iteration 156Q: 58 clusters Score -1.110377e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 62726 members 
Mstep: Class 12 contains 47313 members 
Mstep: Class 13 contains 12033 members 
Mstep: Class 14 contains 20681 members 
Mstep: Class 15 contains 31790 members 
Mstep: Class 16 contains 14568 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 68874 members 
Mstep: Class 19 contains 67507 members 
Mstep: Class 20 contains 3609 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6150 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66851 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6218 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72107 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11700 members 
Mstep: Class 32 contains 36975 members 
Mstep: Class 33 contains 36772 members 
Mstep: Class 34 contains 7790 members 
Mstep: Class 35 contains 50509 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18223 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6616 members 
Mstep: Class 40 contains 6678 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45802 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11967 members 
Mstep: Class 45 contains 2477 members 
Mstep: Class 46 contains 2800 members 
Mstep: Class 47 contains 3127 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5918 members 
Mstep: Class 51 contains 11950 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111037848.000000 Penalty: 117209.742188
Iteration 157Q: 58 clusters Score -1.110378e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 24592 members 
Mstep: Class 11 contains 62726 members 
Mstep: Class 12 contains 47285 members 
Mstep: Class 13 contains 12032 members 
Mstep: Class 14 contains 20678 members 
Mstep: Class 15 contains 31795 members 
Mstep: Class 16 contains 14563 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 68803 members 
Mstep: Class 19 contains 67535 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6151 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66860 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6220 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72107 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11694 members 
Mstep: Class 32 contains 37073 members 
Mstep: Class 33 contains 36766 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50507 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18222 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6621 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45814 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11971 members 
Mstep: Class 45 contains 2479 members 
Mstep: Class 46 contains 2799 members 
Mstep: Class 47 contains 3128 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5919 members 
Mstep: Class 51 contains 11950 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111038016.000000 Penalty: 117209.742188
Iteration 158Q: 58 clusters Score -1.11038e+08 nChanged 317
Entering ConstructFrom: 
Score: -111038016.000000 Penalty: 117209.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -356468.187500 Penalty: 1196.322632
	Iteration 0F: 2 clusters Score -356468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -353982.750000 Penalty: 2392.645264
	Iteration 0F: 3 clusters Score -353982.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -354683.343750 Penalty: 2392.645264
	Iteration 1F: 3 clusters Score -354683.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -354849.406250 Penalty: 2392.645264
	Iteration 2F: 3 clusters Score -354849.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -354941.906250 Penalty: 2392.645264
	Iteration 3Q: 3 clusters Score -354941.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -355005.718750 Penalty: 2392.645264
	Iteration 4Q: 3 clusters Score -355005.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -355060.281250 Penalty: 2392.645264
	Iteration 5Q: 3 clusters Score -355060.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -355091.625000 Penalty: 2392.645264
	Iteration 6Q: 3 clusters Score -355091.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -355114.500000 Penalty: 2392.645264
	Iteration 7Q: 3 clusters Score -355114.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -355130.687500 Penalty: 2392.645264
	Iteration 8Q: 3 clusters Score -355130.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -355143.781250 Penalty: 2392.645264
	Iteration 9Q: 3 clusters Score -355143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -355149.625000 Penalty: 2392.645264
	Iteration 10Q: 3 clusters Score -355149.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -355155.125000 Penalty: 2392.645264
	Iteration 11Q: 3 clusters Score -355155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -355159.343750 Penalty: 2392.645264
	Iteration 12Q: 3 clusters Score -355159.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -355163.718750 Penalty: 2392.645264
	Iteration 13Q: 3 clusters Score -355163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -355169.062500 Penalty: 2392.645264
	Iteration 14Q: 3 clusters Score -355169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -355177.906250 Penalty: 2392.645264
	Iteration 15Q: 3 clusters Score -355177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -355181.812500 Penalty: 2392.645264
	Iteration 16Q: 3 clusters Score -355181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -355185.093750 Penalty: 2392.645264
	Iteration 17Q: 3 clusters Score -355185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -355191.968750 Penalty: 2392.645264
	Iteration 18Q: 3 clusters Score -355192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -355194.281250 Penalty: 2392.645264
	Iteration 19Q: 3 clusters Score -355194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -355196.343750 Penalty: 2392.645264
	Iteration 20F: 3 clusters Score -355196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -355196.562500 Penalty: 2392.645264
	Iteration 21Q: 3 clusters Score -355196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -355198.125000 Penalty: 2392.645264
	Iteration 22Q: 3 clusters Score -355198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -355198.125000 Penalty: 2392.645264
	Iteration 23F: 3 clusters Score -355198.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Entering Unmasked Estep 
Score: -709190.187500 Penalty: 1294.115356
	Iteration 0F: 2 clusters Score -709190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -704891.812500 Penalty: 2588.230713
	Iteration 0F: 3 clusters Score -704891.8 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -706172.750000 Penalty: 2588.230713
	Iteration 1F: 3 clusters Score -706172.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -706443.562500 Penalty: 2588.230713
	Iteration 2F: 3 clusters Score -706443.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -706664.062500 Penalty: 2588.230713
	Iteration 3F: 3 clusters Score -706664.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -706881.000000 Penalty: 2588.230713
	Iteration 4F: 3 clusters Score -706881 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -707065.937500 Penalty: 2588.230713
	Iteration 5Q: 3 clusters Score -707065.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -707249.125000 Penalty: 2588.230713
	Iteration 6Q: 3 clusters Score -707249.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -707392.437500 Penalty: 2588.230713
	Iteration 7Q: 3 clusters Score -707392.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -707505.937500 Penalty: 2588.230713
	Iteration 8Q: 3 clusters Score -707505.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -707597.687500 Penalty: 2588.230713
	Iteration 9Q: 3 clusters Score -707597.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -707668.937500 Penalty: 2588.230713
	Iteration 10Q: 3 clusters Score -707668.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -707737.625000 Penalty: 2588.230713
	Iteration 11Q: 3 clusters Score -707737.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -707794.812500 Penalty: 2588.230713
	Iteration 12Q: 3 clusters Score -707794.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -707839.437500 Penalty: 2588.230713
	Iteration 13Q: 3 clusters Score -707839.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -707884.562500 Penalty: 2588.230713
	Iteration 14Q: 3 clusters Score -707884.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -707928.187500 Penalty: 2588.230713
	Iteration 15Q: 3 clusters Score -707928.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -707969.562500 Penalty: 2588.230713
	Iteration 16Q: 3 clusters Score -707969.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -708002.437500 Penalty: 2588.230713
	Iteration 17Q: 3 clusters Score -708002.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -708027.625000 Penalty: 2588.230713
	Iteration 18Q: 3 clusters Score -708027.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -708056.750000 Penalty: 2588.230713
	Iteration 19Q: 3 clusters Score -708056.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -708082.187500 Penalty: 2588.230713
	Iteration 20F: 3 clusters Score -708082.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -708106.562500 Penalty: 2588.230713
	Iteration 21Q: 3 clusters Score -708106.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -708126.812500 Penalty: 2588.230713
	Iteration 22Q: 3 clusters Score -708126.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -708150.625000 Penalty: 2588.230713
	Iteration 23Q: 3 clusters Score -708150.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -708164.562500 Penalty: 2588.230713
	Iteration 24Q: 3 clusters Score -708164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -708180.875000 Penalty: 2588.230713
	Iteration 25Q: 3 clusters Score -708180.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -708193.125000 Penalty: 2588.230713
	Iteration 26Q: 3 clusters Score -708193.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -708204.500000 Penalty: 2588.230713
	Iteration 27Q: 3 clusters Score -708204.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -708215.187500 Penalty: 2588.230713
	Iteration 28Q: 3 clusters Score -708215.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -708226.437500 Penalty: 2588.230713
	Iteration 29Q: 3 clusters Score -708226.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -708237.875000 Penalty: 2588.230713
	Iteration 30Q: 3 clusters Score -708237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -708243.687500 Penalty: 2588.230713
	Iteration 31Q: 3 clusters Score -708243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -708245.312500 Penalty: 2588.230713
	Iteration 32Q: 3 clusters Score -708245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -708244.437500 Penalty: 2588.230713
	Iteration 33Q: 3 clusters Score -708244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -708245.687500 Penalty: 2588.230713
	Iteration 34Q: 3 clusters Score -708245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -708246.125000 Penalty: 2588.230713
	Iteration 35Q: 3 clusters Score -708246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -708249.500000 Penalty: 2588.230713
	Iteration 36Q: 3 clusters Score -708249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -708253.187500 Penalty: 2588.230713
	Iteration 37Q: 3 clusters Score -708253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -708254.687500 Penalty: 2588.230713
	Iteration 38Q: 3 clusters Score -708254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -708255.937500 Penalty: 2588.230713
	Iteration 39Q: 3 clusters Score -708255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -708255.937500 Penalty: 2588.230713
	Iteration 40F: 3 clusters Score -708255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -187478.984375 Penalty: 1105.159058
	Iteration 0F: 2 clusters Score -187479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185791.828125 Penalty: 2210.318115
	Iteration 0F: 3 clusters Score -185791.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -186188.640625 Penalty: 2210.318115
	Iteration 1F: 3 clusters Score -186188.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186291.906250 Penalty: 2210.318115
	Iteration 2F: 3 clusters Score -186291.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186353.421875 Penalty: 2210.318115
	Iteration 3Q: 3 clusters Score -186353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186383.968750 Penalty: 2210.318115
	Iteration 4Q: 3 clusters Score -186384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186405.750000 Penalty: 2210.318115
	Iteration 5Q: 3 clusters Score -186405.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186428.734375 Penalty: 2210.318115
	Iteration 6Q: 3 clusters Score -186428.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186453.875000 Penalty: 2210.318115
	Iteration 7Q: 3 clusters Score -186453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186471.421875 Penalty: 2210.318115
	Iteration 8Q: 3 clusters Score -186471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186479.828125 Penalty: 2210.318115
	Iteration 9Q: 3 clusters Score -186479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186485.140625 Penalty: 2210.318115
	Iteration 10Q: 3 clusters Score -186485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186491.546875 Penalty: 2210.318115
	Iteration 11Q: 3 clusters Score -186491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -186501.343750 Penalty: 2210.318115
	Iteration 12Q: 3 clusters Score -186501.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -186509.890625 Penalty: 2210.318115
	Iteration 13Q: 3 clusters Score -186509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186515.625000 Penalty: 2210.318115
	Iteration 14Q: 3 clusters Score -186515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186519.578125 Penalty: 2210.318115
	Iteration 15Q: 3 clusters Score -186519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186521.578125 Penalty: 2210.318115
	Iteration 16Q: 3 clusters Score -186521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186523.156250 Penalty: 2210.318115
	Iteration 17Q: 3 clusters Score -186523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -186523.531250 Penalty: 2210.318115
	Iteration 18Q: 3 clusters Score -186523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -186523.953125 Penalty: 2210.318115
	Iteration 19Q: 3 clusters Score -186524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -186524.750000 Penalty: 2210.318115
	Iteration 20F: 3 clusters Score -186524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -186527.234375 Penalty: 2210.318115
	Iteration 21Q: 3 clusters Score -186527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -186532.171875 Penalty: 2210.318115
	Iteration 22Q: 3 clusters Score -186532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -186533.656250 Penalty: 2210.318115
	Iteration 23Q: 3 clusters Score -186533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -186534.140625 Penalty: 2210.318115
	Iteration 24Q: 3 clusters Score -186534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -186534.140625 Penalty: 2210.318115
	Iteration 25F: 3 clusters Score -186534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -242744.046875 Penalty: 1151.227417
	Iteration 0F: 2 clusters Score -242744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240680.453125 Penalty: 2302.454834
	Iteration 0F: 3 clusters Score -240680.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -241192.421875 Penalty: 2302.454834
	Iteration 1F: 3 clusters Score -241192.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -241311.328125 Penalty: 2302.454834
	Iteration 2F: 3 clusters Score -241311.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241391.718750 Penalty: 2302.454834
	Iteration 3Q: 3 clusters Score -241391.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -241441.281250 Penalty: 2302.454834
	Iteration 4Q: 3 clusters Score -241441.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -241468.437500 Penalty: 2302.454834
	Iteration 5Q: 3 clusters Score -241468.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -241495.437500 Penalty: 2302.454834
	Iteration 6Q: 3 clusters Score -241495.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241515.031250 Penalty: 2302.454834
	Iteration 7Q: 3 clusters Score -241515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -241533.937500 Penalty: 2302.454834
	Iteration 8Q: 3 clusters Score -241533.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -241545.140625 Penalty: 2302.454834
	Iteration 9Q: 3 clusters Score -241545.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241558.687500 Penalty: 2302.454834
	Iteration 10Q: 3 clusters Score -241558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241570.640625 Penalty: 2302.454834
	Iteration 11Q: 3 clusters Score -241570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241577.765625 Penalty: 2302.454834
	Iteration 12Q: 3 clusters Score -241577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -241586.578125 Penalty: 2302.454834
	Iteration 13Q: 3 clusters Score -241586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241593.500000 Penalty: 2302.454834
	Iteration 14Q: 3 clusters Score -241593.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241600.406250 Penalty: 2302.454834
	Iteration 15Q: 3 clusters Score -241600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241605.140625 Penalty: 2302.454834
	Iteration 16Q: 3 clusters Score -241605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241608.281250 Penalty: 2302.454834
	Iteration 17Q: 3 clusters Score -241608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241608.984375 Penalty: 2302.454834
	Iteration 18Q: 3 clusters Score -241609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241608.984375 Penalty: 2302.454834
	Iteration 19F: 3 clusters Score -241609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -738294.812500 Penalty: 1320.392822
	Iteration 0F: 2 clusters Score -738294.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -733281.875000 Penalty: 2640.785645
	Iteration 0F: 3 clusters Score -733281.9 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -734894.187500 Penalty: 2640.785645
	Iteration 1F: 3 clusters Score -734894.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -735230.562500 Penalty: 2640.785645
	Iteration 2F: 3 clusters Score -735230.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -735518.062500 Penalty: 2640.785645
	Iteration 3F: 3 clusters Score -735518.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -735761.250000 Penalty: 2640.785645
	Iteration 4F: 3 clusters Score -735761.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -735981.812500 Penalty: 2640.785645
	Iteration 5Q: 3 clusters Score -735981.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -736215.062500 Penalty: 2640.785645
	Iteration 6Q: 3 clusters Score -736215.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -736460.625000 Penalty: 2640.785645
	Iteration 7Q: 3 clusters Score -736460.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -736725.062500 Penalty: 2640.785645
	Iteration 8Q: 3 clusters Score -736725.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -737010.625000 Penalty: 2640.785645
	Iteration 9Q: 3 clusters Score -737010.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -737234.812500 Penalty: 2640.785645
	Iteration 10Q: 3 clusters Score -737234.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -737393.937500 Penalty: 2640.785645
	Iteration 11Q: 3 clusters Score -737393.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -737511.062500 Penalty: 2640.785645
	Iteration 12Q: 3 clusters Score -737511.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -737608.625000 Penalty: 2640.785645
	Iteration 13Q: 3 clusters Score -737608.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -737702.500000 Penalty: 2640.785645
	Iteration 14Q: 3 clusters Score -737702.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -737777.250000 Penalty: 2640.785645
	Iteration 15Q: 3 clusters Score -737777.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -737838.187500 Penalty: 2640.785645
	Iteration 16Q: 3 clusters Score -737838.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -737884.375000 Penalty: 2640.785645
	Iteration 17Q: 3 clusters Score -737884.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -737917.875000 Penalty: 2640.785645
	Iteration 18Q: 3 clusters Score -737917.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -737944.937500 Penalty: 2640.785645
	Iteration 19Q: 3 clusters Score -737944.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -737962.312500 Penalty: 2640.785645
	Iteration 20F: 3 clusters Score -737962.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -737978.000000 Penalty: 2640.785645
	Iteration 21Q: 3 clusters Score -737978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -737990.750000 Penalty: 2640.785645
	Iteration 22Q: 3 clusters Score -737990.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -737998.375000 Penalty: 2640.785645
	Iteration 23Q: 3 clusters Score -737998.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -738003.062500 Penalty: 2640.785645
	Iteration 24Q: 3 clusters Score -738003.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -738008.875000 Penalty: 2640.785645
	Iteration 25Q: 3 clusters Score -738008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -738010.062500 Penalty: 2640.785645
	Iteration 26Q: 3 clusters Score -738010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -738011.500000 Penalty: 2640.785645
	Iteration 27Q: 3 clusters Score -738011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -738013.437500 Penalty: 2640.785645
	Iteration 28Q: 3 clusters Score -738013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -738014.250000 Penalty: 2640.785645
	Iteration 29Q: 3 clusters Score -738014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -738015.250000 Penalty: 2640.785645
	Iteration 30Q: 3 clusters Score -738015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -738016.687500 Penalty: 2640.785645
	Iteration 31Q: 3 clusters Score -738016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -738017.875000 Penalty: 2640.785645
	Iteration 32Q: 3 clusters Score -738017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -738018.000000 Penalty: 2640.785645
	Iteration 33Q: 3 clusters Score -738018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -738019.125000 Penalty: 2640.785645
	Iteration 34Q: 3 clusters Score -738019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -738019.125000 Penalty: 2640.785645
	Iteration 35F: 3 clusters Score -738019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -386693.343750 Penalty: 1215.006104
	Iteration 0F: 2 clusters Score -386693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -383855.093750 Penalty: 2430.012207
	Iteration 0F: 3 clusters Score -383855.1 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -384634.031250 Penalty: 2430.012207
	Iteration 1F: 3 clusters Score -384634 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -384819.062500 Penalty: 2430.012207
	Iteration 2F: 3 clusters Score -384819.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -384931.968750 Penalty: 2430.012207
	Iteration 3Q: 3 clusters Score -384932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -385009.125000 Penalty: 2430.012207
	Iteration 4Q: 3 clusters Score -385009.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -385065.687500 Penalty: 2430.012207
	Iteration 5Q: 3 clusters Score -385065.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -385106.562500 Penalty: 2430.012207
	Iteration 6Q: 3 clusters Score -385106.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -385135.406250 Penalty: 2430.012207
	Iteration 7Q: 3 clusters Score -385135.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -385154.875000 Penalty: 2430.012207
	Iteration 8Q: 3 clusters Score -385154.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -385172.843750 Penalty: 2430.012207
	Iteration 9Q: 3 clusters Score -385172.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -385179.843750 Penalty: 2430.012207
	Iteration 10Q: 3 clusters Score -385179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -385184.250000 Penalty: 2430.012207
	Iteration 11Q: 3 clusters Score -385184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -385187.687500 Penalty: 2430.012207
	Iteration 12Q: 3 clusters Score -385187.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -385191.625000 Penalty: 2430.012207
	Iteration 13Q: 3 clusters Score -385191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -385195.750000 Penalty: 2430.012207
	Iteration 14Q: 3 clusters Score -385195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -385200.500000 Penalty: 2430.012207
	Iteration 15Q: 3 clusters Score -385200.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -385205.375000 Penalty: 2430.012207
	Iteration 16Q: 3 clusters Score -385205.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -385212.312500 Penalty: 2430.012207
	Iteration 17Q: 3 clusters Score -385212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -385221.375000 Penalty: 2430.012207
	Iteration 18Q: 3 clusters Score -385221.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -385228.062500 Penalty: 2430.012207
	Iteration 19Q: 3 clusters Score -385228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385232.375000 Penalty: 2430.012207
	Iteration 20F: 3 clusters Score -385232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -385236.906250 Penalty: 2430.012207
	Iteration 21Q: 3 clusters Score -385236.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -385241.875000 Penalty: 2430.012207
	Iteration 22Q: 3 clusters Score -385241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -385245.718750 Penalty: 2430.012207
	Iteration 23Q: 3 clusters Score -385245.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -385248.187500 Penalty: 2430.012207
	Iteration 24Q: 3 clusters Score -385248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -385252.531250 Penalty: 2430.012207
	Iteration 25Q: 3 clusters Score -385252.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -385259.781250 Penalty: 2430.012207
	Iteration 26Q: 3 clusters Score -385259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -385266.437500 Penalty: 2430.012207
	Iteration 27Q: 3 clusters Score -385266.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -385270.687500 Penalty: 2430.012207
	Iteration 28Q: 3 clusters Score -385270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -385275.500000 Penalty: 2430.012207
	Iteration 29Q: 3 clusters Score -385275.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -385282.156250 Penalty: 2430.012207
	Iteration 30Q: 3 clusters Score -385282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -385286.625000 Penalty: 2430.012207
	Iteration 31Q: 3 clusters Score -385286.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -385289.843750 Penalty: 2430.012207
	Iteration 32Q: 3 clusters Score -385289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -385290.718750 Penalty: 2430.012207
	Iteration 33Q: 3 clusters Score -385290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -385291.562500 Penalty: 2430.012207
	Iteration 34Q: 3 clusters Score -385291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -385291.375000 Penalty: 2430.012207
	Iteration 35Q: 3 clusters Score -385291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -385291.375000 Penalty: 2430.012207
	Iteration 36F: 3 clusters Score -385291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -23325.650391 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -23325.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22714.578125 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -22714.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22875.478516 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -22875.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22926.283203 Penalty: 1675.848633
	Iteration 2F: 3 clusters Score -22926.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22962.425781 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -22962.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22967.783203 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -22967.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22985.167969 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -22985.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23012.888672 Penalty: 1675.848633
	Iteration 6Q: 3 clusters Score -23012.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23045.056641 Penalty: 1675.848633
	Iteration 7Q: 3 clusters Score -23045.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23069.875000 Penalty: 1675.848633
	Iteration 8Q: 3 clusters Score -23069.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23112.736328 Penalty: 1675.848633
	Iteration 9Q: 3 clusters Score -23112.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23151.845703 Penalty: 1675.848633
	Iteration 10Q: 3 clusters Score -23151.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23174.849609 Penalty: 1675.848633
	Iteration 11Q: 3 clusters Score -23174.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23211.173828 Penalty: 1675.848633
	Iteration 12Q: 3 clusters Score -23211.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23225.654297 Penalty: 1675.848633
	Iteration 13Q: 3 clusters Score -23225.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23225.654297 Penalty: 1675.848633
	Iteration 14F: 3 clusters Score -23225.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -479971.406250 Penalty: 1249.683350
	Iteration 0F: 2 clusters Score -479971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -476666.687500 Penalty: 2499.366699
	Iteration 0F: 3 clusters Score -476666.7 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -477656.031250 Penalty: 2499.366699
	Iteration 1F: 3 clusters Score -477656 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -477852.656250 Penalty: 2499.366699
	Iteration 2F: 3 clusters Score -477852.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -477955.062500 Penalty: 2499.366699
	Iteration 3Q: 3 clusters Score -477955.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -478027.218750 Penalty: 2499.366699
	Iteration 4Q: 3 clusters Score -478027.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -478073.375000 Penalty: 2499.366699
	Iteration 5Q: 3 clusters Score -478073.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -478107.750000 Penalty: 2499.366699
	Iteration 6Q: 3 clusters Score -478107.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -478146.406250 Penalty: 2499.366699
	Iteration 7Q: 3 clusters Score -478146.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -478175.968750 Penalty: 2499.366699
	Iteration 8Q: 3 clusters Score -478176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -478205.812500 Penalty: 2499.366699
	Iteration 9Q: 3 clusters Score -478205.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -478239.687500 Penalty: 2499.366699
	Iteration 10Q: 3 clusters Score -478239.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -478294.062500 Penalty: 2499.366699
	Iteration 11Q: 3 clusters Score -478294.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -478350.312500 Penalty: 2499.366699
	Iteration 12Q: 3 clusters Score -478350.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -478417.156250 Penalty: 2499.366699
	Iteration 13Q: 3 clusters Score -478417.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -478497.125000 Penalty: 2499.366699
	Iteration 14Q: 3 clusters Score -478497.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -478582.125000 Penalty: 2499.366699
	Iteration 15Q: 3 clusters Score -478582.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -478692.593750 Penalty: 2499.366699
	Iteration 16Q: 3 clusters Score -478692.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -478812.031250 Penalty: 2499.366699
	Iteration 17Q: 3 clusters Score -478812 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -478917.968750 Penalty: 2499.366699
	Iteration 18Q: 3 clusters Score -478918 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -479005.500000 Penalty: 2499.366699
	Iteration 19Q: 3 clusters Score -479005.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -479080.062500 Penalty: 2499.366699
	Iteration 20F: 3 clusters Score -479080.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -479122.718750 Penalty: 2499.366699
	Iteration 21Q: 3 clusters Score -479122.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -479177.531250 Penalty: 2499.366699
	Iteration 22Q: 3 clusters Score -479177.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -479215.875000 Penalty: 2499.366699
	Iteration 23Q: 3 clusters Score -479215.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -479251.687500 Penalty: 2499.366699
	Iteration 24Q: 3 clusters Score -479251.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -479273.281250 Penalty: 2499.366699
	Iteration 25Q: 3 clusters Score -479273.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -479294.031250 Penalty: 2499.366699
	Iteration 26Q: 3 clusters Score -479294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -479310.500000 Penalty: 2499.366699
	Iteration 27Q: 3 clusters Score -479310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -479320.531250 Penalty: 2499.366699
	Iteration 28Q: 3 clusters Score -479320.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -479323.125000 Penalty: 2499.366699
	Iteration 29Q: 3 clusters Score -479323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -479324.937500 Penalty: 2499.366699
	Iteration 30Q: 3 clusters Score -479324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -479326.468750 Penalty: 2499.366699
	Iteration 31Q: 3 clusters Score -479326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -479327.937500 Penalty: 2499.366699
	Iteration 32Q: 3 clusters Score -479327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -479331.406250 Penalty: 2499.366699
	Iteration 33Q: 3 clusters Score -479331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -479334.593750 Penalty: 2499.366699
	Iteration 34Q: 3 clusters Score -479334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -479338.531250 Penalty: 2499.366699
	Iteration 35Q: 3 clusters Score -479338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -479341.625000 Penalty: 2499.366699
	Iteration 36Q: 3 clusters Score -479341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -479341.500000 Penalty: 2499.366699
	Iteration 37Q: 3 clusters Score -479341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -479343.000000 Penalty: 2499.366699
	Iteration 38Q: 3 clusters Score -479343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -479343.187500 Penalty: 2499.366699
	Iteration 39Q: 3 clusters Score -479343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -479344.281250 Penalty: 2499.366699
	Iteration 40F: 3 clusters Score -479344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -479344.625000 Penalty: 2499.366699
	Iteration 41Q: 3 clusters Score -479344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -479344.625000 Penalty: 2499.366699
	Iteration 42F: 3 clusters Score -479344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -556365.687500 Penalty: 1266.582642
	Iteration 0F: 2 clusters Score -556365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -552677.750000 Penalty: 2533.165283
	Iteration 0F: 3 clusters Score -552677.8 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -553725.875000 Penalty: 2533.165283
	Iteration 1F: 3 clusters Score -553725.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -553945.000000 Penalty: 2533.165283
	Iteration 2F: 3 clusters Score -553945 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -554088.750000 Penalty: 2533.165283
	Iteration 3F: 3 clusters Score -554088.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -554193.187500 Penalty: 2533.165283
	Iteration 4Q: 3 clusters Score -554193.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -554263.312500 Penalty: 2533.165283
	Iteration 5Q: 3 clusters Score -554263.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -554322.125000 Penalty: 2533.165283
	Iteration 6Q: 3 clusters Score -554322.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -554367.250000 Penalty: 2533.165283
	Iteration 7Q: 3 clusters Score -554367.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -554401.437500 Penalty: 2533.165283
	Iteration 8Q: 3 clusters Score -554401.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -554445.625000 Penalty: 2533.165283
	Iteration 9Q: 3 clusters Score -554445.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -554486.750000 Penalty: 2533.165283
	Iteration 10Q: 3 clusters Score -554486.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -554515.000000 Penalty: 2533.165283
	Iteration 11Q: 3 clusters Score -554515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -554538.937500 Penalty: 2533.165283
	Iteration 12Q: 3 clusters Score -554538.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -554559.250000 Penalty: 2533.165283
	Iteration 13Q: 3 clusters Score -554559.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -554575.625000 Penalty: 2533.165283
	Iteration 14Q: 3 clusters Score -554575.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -554596.312500 Penalty: 2533.165283
	Iteration 15Q: 3 clusters Score -554596.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -554617.312500 Penalty: 2533.165283
	Iteration 16Q: 3 clusters Score -554617.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -554637.062500 Penalty: 2533.165283
	Iteration 17Q: 3 clusters Score -554637.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -554653.437500 Penalty: 2533.165283
	Iteration 18Q: 3 clusters Score -554653.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -554670.375000 Penalty: 2533.165283
	Iteration 19Q: 3 clusters Score -554670.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -554684.187500 Penalty: 2533.165283
	Iteration 20F: 3 clusters Score -554684.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -554699.437500 Penalty: 2533.165283
	Iteration 21Q: 3 clusters Score -554699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -554712.500000 Penalty: 2533.165283
	Iteration 22Q: 3 clusters Score -554712.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -554724.812500 Penalty: 2533.165283
	Iteration 23Q: 3 clusters Score -554724.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -554739.500000 Penalty: 2533.165283
	Iteration 24Q: 3 clusters Score -554739.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -554758.687500 Penalty: 2533.165283
	Iteration 25Q: 3 clusters Score -554758.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -554781.750000 Penalty: 2533.165283
	Iteration 26Q: 3 clusters Score -554781.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -554802.562500 Penalty: 2533.165283
	Iteration 27Q: 3 clusters Score -554802.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -554831.125000 Penalty: 2533.165283
	Iteration 28Q: 3 clusters Score -554831.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -554858.812500 Penalty: 2533.165283
	Iteration 29Q: 3 clusters Score -554858.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -554890.187500 Penalty: 2533.165283
	Iteration 30Q: 3 clusters Score -554890.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -554930.562500 Penalty: 2533.165283
	Iteration 31Q: 3 clusters Score -554930.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -554974.750000 Penalty: 2533.165283
	Iteration 32Q: 3 clusters Score -554974.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -555021.000000 Penalty: 2533.165283
	Iteration 33Q: 3 clusters Score -555021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -555057.687500 Penalty: 2533.165283
	Iteration 34Q: 3 clusters Score -555057.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -555093.625000 Penalty: 2533.165283
	Iteration 35Q: 3 clusters Score -555093.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -555123.187500 Penalty: 2533.165283
	Iteration 36Q: 3 clusters Score -555123.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -555154.625000 Penalty: 2533.165283
	Iteration 37Q: 3 clusters Score -555154.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -555182.250000 Penalty: 2533.165283
	Iteration 38Q: 3 clusters Score -555182.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -555216.250000 Penalty: 2533.165283
	Iteration 39Q: 3 clusters Score -555216.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -555243.562500 Penalty: 2533.165283
	Iteration 40F: 3 clusters Score -555243.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -555263.875000 Penalty: 2533.165283
	Iteration 41Q: 3 clusters Score -555263.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -555289.687500 Penalty: 2533.165283
	Iteration 42Q: 3 clusters Score -555289.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -555308.062500 Penalty: 2533.165283
	Iteration 43Q: 3 clusters Score -555308.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -555325.375000 Penalty: 2533.165283
	Iteration 44Q: 3 clusters Score -555325.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -555338.937500 Penalty: 2533.165283
	Iteration 45Q: 3 clusters Score -555338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -555350.250000 Penalty: 2533.165283
	Iteration 46Q: 3 clusters Score -555350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -555356.375000 Penalty: 2533.165283
	Iteration 47Q: 3 clusters Score -555356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -555360.812500 Penalty: 2533.165283
	Iteration 48Q: 3 clusters Score -555360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -555364.375000 Penalty: 2533.165283
	Iteration 49Q: 3 clusters Score -555364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -555366.812500 Penalty: 2533.165283
	Iteration 50Q: 3 clusters Score -555366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -555368.687500 Penalty: 2533.165283
	Iteration 51Q: 3 clusters Score -555368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -555371.187500 Penalty: 2533.165283
	Iteration 52Q: 3 clusters Score -555371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -555376.562500 Penalty: 2533.165283
	Iteration 53Q: 3 clusters Score -555376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -555380.750000 Penalty: 2533.165283
	Iteration 54Q: 3 clusters Score -555380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -555383.500000 Penalty: 2533.165283
	Iteration 55Q: 3 clusters Score -555383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -555388.687500 Penalty: 2533.165283
	Iteration 56Q: 3 clusters Score -555388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -555393.312500 Penalty: 2533.165283
	Iteration 57Q: 3 clusters Score -555393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -555397.312500 Penalty: 2533.165283
	Iteration 58Q: 3 clusters Score -555397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -555397.500000 Penalty: 2533.165283
	Iteration 59Q: 3 clusters Score -555397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -555397.937500 Penalty: 2533.165283
	Iteration 60F: 3 clusters Score -555397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -555398.875000 Penalty: 2533.165283
	Iteration 61Q: 3 clusters Score -555398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -555401.500000 Penalty: 2533.165283
	Iteration 62Q: 3 clusters Score -555401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -555402.562500 Penalty: 2533.165283
	Iteration 63Q: 3 clusters Score -555402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -555402.750000 Penalty: 2533.165283
	Iteration 64Q: 3 clusters Score -555402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -555402.750000 Penalty: 2533.165283
	Iteration 65F: 3 clusters Score -555402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Entering Unmasked Estep 
Score: -2806857.000000 Penalty: 1504.351929
	Iteration 0F: 2 clusters Score -2806857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2790916.500000 Penalty: 3008.703857
	Iteration 0F: 3 clusters Score -2790916 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2796464.000000 Penalty: 3008.703857
	Iteration 1F: 3 clusters Score -2796464 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2796899.250000 Penalty: 3008.703857
	Iteration 2F: 3 clusters Score -2796899 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2797238.500000 Penalty: 3008.703857
	Iteration 3Q: 3 clusters Score -2797238 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2797537.250000 Penalty: 3008.703857
	Iteration 4Q: 3 clusters Score -2797537 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2797820.000000 Penalty: 3008.703857
	Iteration 5Q: 3 clusters Score -2797820 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2798100.250000 Penalty: 3008.703857
	Iteration 6Q: 3 clusters Score -2798100 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2798410.000000 Penalty: 3008.703857
	Iteration 7Q: 3 clusters Score -2798410 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2798809.250000 Penalty: 3008.703857
	Iteration 8Q: 3 clusters Score -2798809 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2799381.500000 Penalty: 3008.703857
	Iteration 9Q: 3 clusters Score -2799382 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2800169.500000 Penalty: 3008.703857
	Iteration 10F: 3 clusters Score -2800170 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2801221.250000 Penalty: 3008.703857
	Iteration 11F: 3 clusters Score -2801221 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2802414.000000 Penalty: 3008.703857
	Iteration 12F: 3 clusters Score -2802414 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2803494.000000 Penalty: 3008.703857
	Iteration 13F: 3 clusters Score -2803494 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2804359.000000 Penalty: 3008.703857
	Iteration 14Q: 3 clusters Score -2804359 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2804916.000000 Penalty: 3008.703857
	Iteration 15Q: 3 clusters Score -2804916 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2805265.500000 Penalty: 3008.703857
	Iteration 16Q: 3 clusters Score -2805266 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2805493.250000 Penalty: 3008.703857
	Iteration 17Q: 3 clusters Score -2805493 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2805610.000000 Penalty: 3008.703857
	Iteration 18Q: 3 clusters Score -2805610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2805699.000000 Penalty: 3008.703857
	Iteration 19Q: 3 clusters Score -2805699 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2805757.250000 Penalty: 3008.703857
	Iteration 20F: 3 clusters Score -2805757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2805808.750000 Penalty: 3008.703857
	Iteration 21Q: 3 clusters Score -2805809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2805851.250000 Penalty: 3008.703857
	Iteration 22Q: 3 clusters Score -2805851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2805880.750000 Penalty: 3008.703857
	Iteration 23Q: 3 clusters Score -2805881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2805912.750000 Penalty: 3008.703857
	Iteration 24Q: 3 clusters Score -2805913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2805935.750000 Penalty: 3008.703857
	Iteration 25Q: 3 clusters Score -2805936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2805946.000000 Penalty: 3008.703857
	Iteration 26Q: 3 clusters Score -2805946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2805963.250000 Penalty: 3008.703857
	Iteration 27Q: 3 clusters Score -2805963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2805979.500000 Penalty: 3008.703857
	Iteration 28Q: 3 clusters Score -2805980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2805988.500000 Penalty: 3008.703857
	Iteration 29Q: 3 clusters Score -2805988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2805995.000000 Penalty: 3008.703857
	Iteration 30Q: 3 clusters Score -2805995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2806003.750000 Penalty: 3008.703857
	Iteration 31Q: 3 clusters Score -2806004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2806002.500000 Penalty: 3008.703857
	Iteration 32Q: 3 clusters Score -2806002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2806007.750000 Penalty: 3008.703857
	Iteration 33Q: 3 clusters Score -2806008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2806009.250000 Penalty: 3008.703857
	Iteration 34Q: 3 clusters Score -2806009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2806012.250000 Penalty: 3008.703857
	Iteration 35Q: 3 clusters Score -2806012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2806012.000000 Penalty: 3008.703857
	Iteration 36Q: 3 clusters Score -2806012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2806019.750000 Penalty: 3008.703857
	Iteration 37Q: 3 clusters Score -2806020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2806019.250000 Penalty: 3008.703857
	Iteration 38Q: 3 clusters Score -2806019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2806021.250000 Penalty: 3008.703857
	Iteration 39Q: 3 clusters Score -2806021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2806028.500000 Penalty: 3008.703857
	Iteration 40F: 3 clusters Score -2806028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2806026.000000 Penalty: 3008.703857
	Iteration 41Q: 3 clusters Score -2806026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2806028.500000 Penalty: 3008.703857
	Iteration 42Q: 3 clusters Score -2806028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2806029.500000 Penalty: 3008.703857
	Iteration 43Q: 3 clusters Score -2806030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2806029.250000 Penalty: 3008.703857
	Iteration 44Q: 3 clusters Score -2806029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2806026.750000 Penalty: 3008.703857
	Iteration 45Q: 3 clusters Score -2806027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2806026.750000 Penalty: 3008.703857
	Iteration 46F: 3 clusters Score -2806027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Entering Unmasked Estep 
Score: -7356049.000000 Penalty: 1643.719116
	Iteration 0F: 2 clusters Score -7356049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -7315056.500000 Penalty: 3287.438232
	Iteration 0F: 3 clusters Score -7315056 nChanged 29335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -7331967.000000 Penalty: 3287.438232
	Iteration 1F: 3 clusters Score -7331967 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -7332624.000000 Penalty: 3287.438232
	Iteration 2Q: 3 clusters Score -7332624 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -7333485.500000 Penalty: 3287.438232
	Iteration 3Q: 3 clusters Score -7333486 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -7334527.500000 Penalty: 3287.438232
	Iteration 4Q: 3 clusters Score -7334528 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -7336026.500000 Penalty: 3287.438232
	Iteration 5F: 3 clusters Score -7336026 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7338109.500000 Penalty: 3287.438232
	Iteration 6F: 3 clusters Score -7338110 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -7341007.500000 Penalty: 3287.438232
	Iteration 7F: 3 clusters Score -7341008 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -7344544.000000 Penalty: 3287.438232
	Iteration 8F: 3 clusters Score -7344544 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -7348340.000000 Penalty: 3287.438232
	Iteration 9F: 3 clusters Score -7348340 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7351396.500000 Penalty: 3287.438232
	Iteration 10F: 3 clusters Score -7351396 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7353220.500000 Penalty: 3287.438232
	Iteration 11Q: 3 clusters Score -7353220 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7354092.500000 Penalty: 3287.438232
	Iteration 12Q: 3 clusters Score -7354092 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7354427.000000 Penalty: 3287.438232
	Iteration 13Q: 3 clusters Score -7354427 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7354546.000000 Penalty: 3287.438232
	Iteration 14Q: 3 clusters Score -7354546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7354622.500000 Penalty: 3287.438232
	Iteration 15Q: 3 clusters Score -7354622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7354673.500000 Penalty: 3287.438232
	Iteration 16Q: 3 clusters Score -7354674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7354709.500000 Penalty: 3287.438232
	Iteration 17Q: 3 clusters Score -7354710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7354724.000000 Penalty: 3287.438232
	Iteration 18Q: 3 clusters Score -7354724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7354729.000000 Penalty: 3287.438232
	Iteration 19Q: 3 clusters Score -7354729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7354738.000000 Penalty: 3287.438232
	Iteration 20F: 3 clusters Score -7354738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7354746.500000 Penalty: 3287.438232
	Iteration 21Q: 3 clusters Score -7354746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7354758.500000 Penalty: 3287.438232
	Iteration 22Q: 3 clusters Score -7354758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7354758.500000 Penalty: 3287.438232
	Iteration 23F: 3 clusters Score -7354758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Entering Unmasked Estep 
Score: -5529874.500000 Penalty: 1601.603149
	Iteration 0F: 2 clusters Score -5529874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5498928.000000 Penalty: 3203.206299
	Iteration 0F: 3 clusters Score -5498928 nChanged 21815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5511057.000000 Penalty: 3203.206299
	Iteration 1F: 3 clusters Score -5511057 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5511658.500000 Penalty: 3203.206299
	Iteration 2Q: 3 clusters Score -5511658 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5512272.500000 Penalty: 3203.206299
	Iteration 3Q: 3 clusters Score -5512272 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5512963.500000 Penalty: 3203.206299
	Iteration 4Q: 3 clusters Score -5512964 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5513627.000000 Penalty: 3203.206299
	Iteration 5Q: 3 clusters Score -5513627 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5514370.500000 Penalty: 3203.206299
	Iteration 6Q: 3 clusters Score -5514370 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5515291.500000 Penalty: 3203.206299
	Iteration 7Q: 3 clusters Score -5515292 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -5516415.500000 Penalty: 3203.206299
	Iteration 8Q: 3 clusters Score -5516416 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -5517858.500000 Penalty: 3203.206299
	Iteration 9Q: 3 clusters Score -5517858 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5519579.000000 Penalty: 3203.206299
	Iteration 10F: 3 clusters Score -5519579 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5521268.000000 Penalty: 3203.206299
	Iteration 11Q: 3 clusters Score -5521268 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5522688.000000 Penalty: 3203.206299
	Iteration 12Q: 3 clusters Score -5522688 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -5523690.500000 Penalty: 3203.206299
	Iteration 13Q: 3 clusters Score -5523690 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -5524407.000000 Penalty: 3203.206299
	Iteration 14Q: 3 clusters Score -5524407 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -5524893.000000 Penalty: 3203.206299
	Iteration 15Q: 3 clusters Score -5524893 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -5525295.500000 Penalty: 3203.206299
	Iteration 16Q: 3 clusters Score -5525296 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -5525627.000000 Penalty: 3203.206299
	Iteration 17Q: 3 clusters Score -5525627 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -5525953.000000 Penalty: 3203.206299
	Iteration 18Q: 3 clusters Score -5525953 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -5526279.500000 Penalty: 3203.206299
	Iteration 19Q: 3 clusters Score -5526280 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5526586.000000 Penalty: 3203.206299
	Iteration 20F: 3 clusters Score -5526586 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5526855.000000 Penalty: 3203.206299
	Iteration 21Q: 3 clusters Score -5526855 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5527103.500000 Penalty: 3203.206299
	Iteration 22Q: 3 clusters Score -5527104 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -5527313.000000 Penalty: 3203.206299
	Iteration 23Q: 3 clusters Score -5527313 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5527483.500000 Penalty: 3203.206299
	Iteration 24Q: 3 clusters Score -5527484 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5527624.500000 Penalty: 3203.206299
	Iteration 25Q: 3 clusters Score -5527624 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -5527741.500000 Penalty: 3203.206299
	Iteration 26Q: 3 clusters Score -5527742 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5527829.000000 Penalty: 3203.206299
	Iteration 27Q: 3 clusters Score -5527829 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -5527920.000000 Penalty: 3203.206299
	Iteration 28Q: 3 clusters Score -5527920 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5528011.000000 Penalty: 3203.206299
	Iteration 29Q: 3 clusters Score -5528011 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5528050.000000 Penalty: 3203.206299
	Iteration 30Q: 3 clusters Score -5528050 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5528109.500000 Penalty: 3203.206299
	Iteration 31Q: 3 clusters Score -5528110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5528138.500000 Penalty: 3203.206299
	Iteration 32Q: 3 clusters Score -5528138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5528172.000000 Penalty: 3203.206299
	Iteration 33Q: 3 clusters Score -5528172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5528202.000000 Penalty: 3203.206299
	Iteration 34Q: 3 clusters Score -5528202 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5528250.000000 Penalty: 3203.206299
	Iteration 35Q: 3 clusters Score -5528250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5528277.500000 Penalty: 3203.206299
	Iteration 36Q: 3 clusters Score -5528278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5528297.000000 Penalty: 3203.206299
	Iteration 37Q: 3 clusters Score -5528297 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5528328.500000 Penalty: 3203.206299
	Iteration 38Q: 3 clusters Score -5528328 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5528337.500000 Penalty: 3203.206299
	Iteration 39Q: 3 clusters Score -5528338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5528354.000000 Penalty: 3203.206299
	Iteration 40F: 3 clusters Score -5528354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5528365.000000 Penalty: 3203.206299
	Iteration 41Q: 3 clusters Score -5528365 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5528396.500000 Penalty: 3203.206299
	Iteration 42Q: 3 clusters Score -5528396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5528423.000000 Penalty: 3203.206299
	Iteration 43Q: 3 clusters Score -5528423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5528440.000000 Penalty: 3203.206299
	Iteration 44Q: 3 clusters Score -5528440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5528449.000000 Penalty: 3203.206299
	Iteration 45Q: 3 clusters Score -5528449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5528472.000000 Penalty: 3203.206299
	Iteration 46Q: 3 clusters Score -5528472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5528489.000000 Penalty: 3203.206299
	Iteration 47Q: 3 clusters Score -5528489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5528508.500000 Penalty: 3203.206299
	Iteration 48Q: 3 clusters Score -5528508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5528538.000000 Penalty: 3203.206299
	Iteration 49Q: 3 clusters Score -5528538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5528547.500000 Penalty: 3203.206299
	Iteration 50Q: 3 clusters Score -5528548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5528558.500000 Penalty: 3203.206299
	Iteration 51Q: 3 clusters Score -5528558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5528574.000000 Penalty: 3203.206299
	Iteration 52Q: 3 clusters Score -5528574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5528596.500000 Penalty: 3203.206299
	Iteration 53Q: 3 clusters Score -5528596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5528615.500000 Penalty: 3203.206299
	Iteration 54Q: 3 clusters Score -5528616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5528623.000000 Penalty: 3203.206299
	Iteration 55Q: 3 clusters Score -5528623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5528633.500000 Penalty: 3203.206299
	Iteration 56Q: 3 clusters Score -5528634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5528649.000000 Penalty: 3203.206299
	Iteration 57Q: 3 clusters Score -5528649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5528664.500000 Penalty: 3203.206299
	Iteration 58Q: 3 clusters Score -5528664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5528665.500000 Penalty: 3203.206299
	Iteration 59Q: 3 clusters Score -5528666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5528684.500000 Penalty: 3203.206299
	Iteration 60F: 3 clusters Score -5528684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5528679.500000 Penalty: 3203.206299
	Iteration 61Q: 3 clusters Score -5528680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5528675.000000 Penalty: 3203.206299
	Iteration 62Q: 3 clusters Score -5528675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5528675.000000 Penalty: 3203.206299
	Iteration 63Q: 3 clusters Score -5528675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5528680.500000 Penalty: 3203.206299
	Iteration 64Q: 3 clusters Score -5528680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5528689.000000 Penalty: 3203.206299
	Iteration 65Q: 3 clusters Score -5528689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5528698.000000 Penalty: 3203.206299
	Iteration 66Q: 3 clusters Score -5528698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5528711.500000 Penalty: 3203.206299
	Iteration 67Q: 3 clusters Score -5528712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5528723.500000 Penalty: 3203.206299
	Iteration 68Q: 3 clusters Score -5528724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5528716.500000 Penalty: 3203.206299
	Iteration 69Q: 3 clusters Score -5528716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5528730.500000 Penalty: 3203.206299
	Iteration 70Q: 3 clusters Score -5528730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5528730.500000 Penalty: 3203.206299
	Iteration 71Q: 3 clusters Score -5528730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5528739.500000 Penalty: 3203.206299
	Iteration 72Q: 3 clusters Score -5528740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5528747.000000 Penalty: 3203.206299
	Iteration 73Q: 3 clusters Score -5528747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5528745.000000 Penalty: 3203.206299
	Iteration 74Q: 3 clusters Score -5528745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5528762.000000 Penalty: 3203.206299
	Iteration 75Q: 3 clusters Score -5528762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5528775.000000 Penalty: 3203.206299
	Iteration 76Q: 3 clusters Score -5528775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5528777.000000 Penalty: 3203.206299
	Iteration 77Q: 3 clusters Score -5528777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5528784.000000 Penalty: 3203.206299
	Iteration 78Q: 3 clusters Score -5528784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5528787.000000 Penalty: 3203.206299
	Iteration 79Q: 3 clusters Score -5528787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5528784.000000 Penalty: 3203.206299
	Iteration 80F: 3 clusters Score -5528784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5528782.500000 Penalty: 3203.206299
	Iteration 81Q: 3 clusters Score -5528782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5528797.000000 Penalty: 3203.206299
	Iteration 82Q: 3 clusters Score -5528797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5528794.500000 Penalty: 3203.206299
	Iteration 83Q: 3 clusters Score -5528794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5528800.000000 Penalty: 3203.206299
	Iteration 84Q: 3 clusters Score -5528800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5528809.000000 Penalty: 3203.206299
	Iteration 85Q: 3 clusters Score -5528809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5528806.000000 Penalty: 3203.206299
	Iteration 86Q: 3 clusters Score -5528806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5528807.500000 Penalty: 3203.206299
	Iteration 87Q: 3 clusters Score -5528808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5528807.000000 Penalty: 3203.206299
	Iteration 88Q: 3 clusters Score -5528807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5528813.500000 Penalty: 3203.206299
	Iteration 89Q: 3 clusters Score -5528814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5528809.500000 Penalty: 3203.206299
	Iteration 90Q: 3 clusters Score -5528810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5528817.000000 Penalty: 3203.206299
	Iteration 91Q: 3 clusters Score -5528817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5528816.000000 Penalty: 3203.206299
	Iteration 92Q: 3 clusters Score -5528816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5528819.000000 Penalty: 3203.206299
	Iteration 93Q: 3 clusters Score -5528819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5528816.000000 Penalty: 3203.206299
	Iteration 94Q: 3 clusters Score -5528816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5528819.500000 Penalty: 3203.206299
	Iteration 95Q: 3 clusters Score -5528820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5528821.500000 Penalty: 3203.206299
	Iteration 96Q: 3 clusters Score -5528822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5528818.500000 Penalty: 3203.206299
	Iteration 97Q: 3 clusters Score -5528818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5528819.500000 Penalty: 3203.206299
	Iteration 98Q: 3 clusters Score -5528820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5528821.500000 Penalty: 3203.206299
	Iteration 99Q: 3 clusters Score -5528822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5528822.000000 Penalty: 3203.206299
	Iteration 100F: 3 clusters Score -5528822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5528820.500000 Penalty: 3203.206299
	Iteration 101Q: 3 clusters Score -5528820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5528821.500000 Penalty: 3203.206299
	Iteration 102Q: 3 clusters Score -5528822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5528817.500000 Penalty: 3203.206299
	Iteration 103Q: 3 clusters Score -5528818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5528817.500000 Penalty: 3203.206299
	Iteration 104F: 3 clusters Score -5528818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Entering Unmasked Estep 
Score: -1324762.750000 Penalty: 1397.962646
	Iteration 0F: 2 clusters Score -1324763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1316748.875000 Penalty: 2795.925293
	Iteration 0F: 3 clusters Score -1316749 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1319503.875000 Penalty: 2795.925293
	Iteration 1F: 3 clusters Score -1319504 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1319802.250000 Penalty: 2795.925293
	Iteration 2F: 3 clusters Score -1319802 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1320016.375000 Penalty: 2795.925293
	Iteration 3Q: 3 clusters Score -1320016 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1320184.750000 Penalty: 2795.925293
	Iteration 4Q: 3 clusters Score -1320185 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1320309.750000 Penalty: 2795.925293
	Iteration 5Q: 3 clusters Score -1320310 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1320442.500000 Penalty: 2795.925293
	Iteration 6Q: 3 clusters Score -1320442 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1320600.125000 Penalty: 2795.925293
	Iteration 7Q: 3 clusters Score -1320600 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1320764.125000 Penalty: 2795.925293
	Iteration 8Q: 3 clusters Score -1320764 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1320931.000000 Penalty: 2795.925293
	Iteration 9Q: 3 clusters Score -1320931 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1321144.250000 Penalty: 2795.925293
	Iteration 10Q: 3 clusters Score -1321144 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1321406.875000 Penalty: 2795.925293
	Iteration 11Q: 3 clusters Score -1321407 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1321663.000000 Penalty: 2795.925293
	Iteration 12Q: 3 clusters Score -1321663 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1321930.750000 Penalty: 2795.925293
	Iteration 13Q: 3 clusters Score -1321931 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1322201.875000 Penalty: 2795.925293
	Iteration 14Q: 3 clusters Score -1322202 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1322473.250000 Penalty: 2795.925293
	Iteration 15Q: 3 clusters Score -1322473 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1322743.125000 Penalty: 2795.925293
	Iteration 16Q: 3 clusters Score -1322743 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1323008.000000 Penalty: 2795.925293
	Iteration 17Q: 3 clusters Score -1323008 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1323220.500000 Penalty: 2795.925293
	Iteration 18Q: 3 clusters Score -1323220 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1323384.000000 Penalty: 2795.925293
	Iteration 19Q: 3 clusters Score -1323384 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1323486.000000 Penalty: 2795.925293
	Iteration 20F: 3 clusters Score -1323486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1323569.500000 Penalty: 2795.925293
	Iteration 21Q: 3 clusters Score -1323570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1323635.000000 Penalty: 2795.925293
	Iteration 22Q: 3 clusters Score -1323635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1323667.750000 Penalty: 2795.925293
	Iteration 23Q: 3 clusters Score -1323668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1323694.000000 Penalty: 2795.925293
	Iteration 24Q: 3 clusters Score -1323694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1323703.875000 Penalty: 2795.925293
	Iteration 25Q: 3 clusters Score -1323704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1323716.125000 Penalty: 2795.925293
	Iteration 26Q: 3 clusters Score -1323716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1323724.625000 Penalty: 2795.925293
	Iteration 27Q: 3 clusters Score -1323725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1323732.250000 Penalty: 2795.925293
	Iteration 28Q: 3 clusters Score -1323732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1323738.250000 Penalty: 2795.925293
	Iteration 29Q: 3 clusters Score -1323738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1323751.250000 Penalty: 2795.925293
	Iteration 30Q: 3 clusters Score -1323751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1323762.625000 Penalty: 2795.925293
	Iteration 31Q: 3 clusters Score -1323763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1323773.625000 Penalty: 2795.925293
	Iteration 32Q: 3 clusters Score -1323774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1323780.000000 Penalty: 2795.925293
	Iteration 33Q: 3 clusters Score -1323780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1323780.250000 Penalty: 2795.925293
	Iteration 34Q: 3 clusters Score -1323780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1323788.000000 Penalty: 2795.925293
	Iteration 35Q: 3 clusters Score -1323788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1323794.125000 Penalty: 2795.925293
	Iteration 36Q: 3 clusters Score -1323794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1323801.375000 Penalty: 2795.925293
	Iteration 37Q: 3 clusters Score -1323801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1323804.750000 Penalty: 2795.925293
	Iteration 38Q: 3 clusters Score -1323805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1323803.375000 Penalty: 2795.925293
	Iteration 39Q: 3 clusters Score -1323803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1323810.375000 Penalty: 2795.925293
	Iteration 40F: 3 clusters Score -1323810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1323814.375000 Penalty: 2795.925293
	Iteration 41Q: 3 clusters Score -1323814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1323821.125000 Penalty: 2795.925293
	Iteration 42Q: 3 clusters Score -1323821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1323828.000000 Penalty: 2795.925293
	Iteration 43Q: 3 clusters Score -1323828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1323829.375000 Penalty: 2795.925293
	Iteration 44Q: 3 clusters Score -1323829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1323831.125000 Penalty: 2795.925293
	Iteration 45Q: 3 clusters Score -1323831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1323832.000000 Penalty: 2795.925293
	Iteration 46Q: 3 clusters Score -1323832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1323835.500000 Penalty: 2795.925293
	Iteration 47Q: 3 clusters Score -1323836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1323840.875000 Penalty: 2795.925293
	Iteration 48Q: 3 clusters Score -1323841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1323842.375000 Penalty: 2795.925293
	Iteration 49Q: 3 clusters Score -1323842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1323845.000000 Penalty: 2795.925293
	Iteration 50Q: 3 clusters Score -1323845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1323846.625000 Penalty: 2795.925293
	Iteration 51Q: 3 clusters Score -1323847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1323848.375000 Penalty: 2795.925293
	Iteration 52Q: 3 clusters Score -1323848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1323853.125000 Penalty: 2795.925293
	Iteration 53Q: 3 clusters Score -1323853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1323852.625000 Penalty: 2795.925293
	Iteration 54Q: 3 clusters Score -1323853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1323853.625000 Penalty: 2795.925293
	Iteration 55Q: 3 clusters Score -1323854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1323853.625000 Penalty: 2795.925293
	Iteration 56F: 3 clusters Score -1323854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Entering Unmasked Estep 
Score: -2336614.750000 Penalty: 1478.563599
	Iteration 0F: 2 clusters Score -2336615 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 10379 members 
Entering Unmasked Estep 
Score: -2323095.750000 Penalty: 2957.127197
	Iteration 0F: 3 clusters Score -2323096 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2327918.500000 Penalty: 2957.127197
	Iteration 1F: 3 clusters Score -2327918 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2328312.250000 Penalty: 2957.127197
	Iteration 2F: 3 clusters Score -2328312 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2328588.500000 Penalty: 2957.127197
	Iteration 3Q: 3 clusters Score -2328588 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2328821.000000 Penalty: 2957.127197
	Iteration 4Q: 3 clusters Score -2328821 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2329005.500000 Penalty: 2957.127197
	Iteration 5Q: 3 clusters Score -2329006 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2329182.000000 Penalty: 2957.127197
	Iteration 6Q: 3 clusters Score -2329182 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2329378.500000 Penalty: 2957.127197
	Iteration 7Q: 3 clusters Score -2329378 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2329629.500000 Penalty: 2957.127197
	Iteration 8Q: 3 clusters Score -2329630 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2329909.250000 Penalty: 2957.127197
	Iteration 9Q: 3 clusters Score -2329909 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2330249.000000 Penalty: 2957.127197
	Iteration 10Q: 3 clusters Score -2330249 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2330694.500000 Penalty: 2957.127197
	Iteration 11Q: 3 clusters Score -2330694 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2331224.250000 Penalty: 2957.127197
	Iteration 12Q: 3 clusters Score -2331224 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2331844.000000 Penalty: 2957.127197
	Iteration 13Q: 3 clusters Score -2331844 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2332521.500000 Penalty: 2957.127197
	Iteration 14Q: 3 clusters Score -2332522 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2333211.250000 Penalty: 2957.127197
	Iteration 15Q: 3 clusters Score -2333211 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2333854.500000 Penalty: 2957.127197
	Iteration 16Q: 3 clusters Score -2333854 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2334350.500000 Penalty: 2957.127197
	Iteration 17Q: 3 clusters Score -2334350 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2334678.250000 Penalty: 2957.127197
	Iteration 18Q: 3 clusters Score -2334678 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2334893.000000 Penalty: 2957.127197
	Iteration 19Q: 3 clusters Score -2334893 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2335065.500000 Penalty: 2957.127197
	Iteration 20F: 3 clusters Score -2335066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2335188.250000 Penalty: 2957.127197
	Iteration 21Q: 3 clusters Score -2335188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2335261.750000 Penalty: 2957.127197
	Iteration 22Q: 3 clusters Score -2335262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2335317.750000 Penalty: 2957.127197
	Iteration 23Q: 3 clusters Score -2335318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2335349.250000 Penalty: 2957.127197
	Iteration 24Q: 3 clusters Score -2335349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2335369.750000 Penalty: 2957.127197
	Iteration 25Q: 3 clusters Score -2335370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2335388.000000 Penalty: 2957.127197
	Iteration 26Q: 3 clusters Score -2335388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2335405.000000 Penalty: 2957.127197
	Iteration 27Q: 3 clusters Score -2335405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2335419.250000 Penalty: 2957.127197
	Iteration 28Q: 3 clusters Score -2335419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2335431.500000 Penalty: 2957.127197
	Iteration 29Q: 3 clusters Score -2335432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2335456.000000 Penalty: 2957.127197
	Iteration 30Q: 3 clusters Score -2335456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2335462.500000 Penalty: 2957.127197
	Iteration 31Q: 3 clusters Score -2335462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2335468.500000 Penalty: 2957.127197
	Iteration 32Q: 3 clusters Score -2335468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2335469.750000 Penalty: 2957.127197
	Iteration 33Q: 3 clusters Score -2335470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2335472.250000 Penalty: 2957.127197
	Iteration 34Q: 3 clusters Score -2335472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2335472.250000 Penalty: 2957.127197
	Iteration 35Q: 3 clusters Score -2335472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2335476.750000 Penalty: 2957.127197
	Iteration 36Q: 3 clusters Score -2335477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2335481.750000 Penalty: 2957.127197
	Iteration 37Q: 3 clusters Score -2335482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2335483.000000 Penalty: 2957.127197
	Iteration 38Q: 3 clusters Score -2335483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2335487.250000 Penalty: 2957.127197
	Iteration 39Q: 3 clusters Score -2335487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2335489.750000 Penalty: 2957.127197
	Iteration 40F: 3 clusters Score -2335490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2335489.500000 Penalty: 2957.127197
	Iteration 41Q: 3 clusters Score -2335490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2335491.750000 Penalty: 2957.127197
	Iteration 42Q: 3 clusters Score -2335492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2335491.750000 Penalty: 2957.127197
	Iteration 43F: 3 clusters Score -2335492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Entering Unmasked Estep 
Score: -3716648.250000 Penalty: 1542.642700
	Iteration 0F: 2 clusters Score -3716648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3695932.500000 Penalty: 3085.285400
	Iteration 0F: 3 clusters Score -3695932 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3703729.750000 Penalty: 3085.285400
	Iteration 1F: 3 clusters Score -3703730 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3704297.500000 Penalty: 3085.285400
	Iteration 2Q: 3 clusters Score -3704298 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3704908.000000 Penalty: 3085.285400
	Iteration 3Q: 3 clusters Score -3704908 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3705606.750000 Penalty: 3085.285400
	Iteration 4Q: 3 clusters Score -3705607 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3706491.250000 Penalty: 3085.285400
	Iteration 5F: 3 clusters Score -3706491 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3707524.500000 Penalty: 3085.285400
	Iteration 6F: 3 clusters Score -3707524 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3708751.750000 Penalty: 3085.285400
	Iteration 7F: 3 clusters Score -3708752 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3710015.500000 Penalty: 3085.285400
	Iteration 8F: 3 clusters Score -3710016 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3711391.250000 Penalty: 3085.285400
	Iteration 9F: 3 clusters Score -3711391 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3712691.000000 Penalty: 3085.285400
	Iteration 10Q: 3 clusters Score -3712691 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3713672.250000 Penalty: 3085.285400
	Iteration 11Q: 3 clusters Score -3713672 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3714257.000000 Penalty: 3085.285400
	Iteration 12Q: 3 clusters Score -3714257 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3714577.000000 Penalty: 3085.285400
	Iteration 13Q: 3 clusters Score -3714577 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3714754.750000 Penalty: 3085.285400
	Iteration 14Q: 3 clusters Score -3714755 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3714867.250000 Penalty: 3085.285400
	Iteration 15Q: 3 clusters Score -3714867 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3714946.750000 Penalty: 3085.285400
	Iteration 16Q: 3 clusters Score -3714947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3715028.750000 Penalty: 3085.285400
	Iteration 17Q: 3 clusters Score -3715029 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3715078.000000 Penalty: 3085.285400
	Iteration 18Q: 3 clusters Score -3715078 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3715115.250000 Penalty: 3085.285400
	Iteration 19Q: 3 clusters Score -3715115 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3715163.250000 Penalty: 3085.285400
	Iteration 20F: 3 clusters Score -3715163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3715194.500000 Penalty: 3085.285400
	Iteration 21Q: 3 clusters Score -3715194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3715213.750000 Penalty: 3085.285400
	Iteration 22Q: 3 clusters Score -3715214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3715234.750000 Penalty: 3085.285400
	Iteration 23Q: 3 clusters Score -3715235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3715245.750000 Penalty: 3085.285400
	Iteration 24Q: 3 clusters Score -3715246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3715268.000000 Penalty: 3085.285400
	Iteration 25Q: 3 clusters Score -3715268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3715281.000000 Penalty: 3085.285400
	Iteration 26Q: 3 clusters Score -3715281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3715302.750000 Penalty: 3085.285400
	Iteration 27Q: 3 clusters Score -3715303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3715327.250000 Penalty: 3085.285400
	Iteration 28Q: 3 clusters Score -3715327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3715337.500000 Penalty: 3085.285400
	Iteration 29Q: 3 clusters Score -3715338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3715353.000000 Penalty: 3085.285400
	Iteration 30Q: 3 clusters Score -3715353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3715364.500000 Penalty: 3085.285400
	Iteration 31Q: 3 clusters Score -3715364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3715360.500000 Penalty: 3085.285400
	Iteration 32Q: 3 clusters Score -3715360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3715364.000000 Penalty: 3085.285400
	Iteration 33Q: 3 clusters Score -3715364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3715370.750000 Penalty: 3085.285400
	Iteration 34Q: 3 clusters Score -3715371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3715378.250000 Penalty: 3085.285400
	Iteration 35Q: 3 clusters Score -3715378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3715391.000000 Penalty: 3085.285400
	Iteration 36Q: 3 clusters Score -3715391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3715397.750000 Penalty: 3085.285400
	Iteration 37Q: 3 clusters Score -3715398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3715409.500000 Penalty: 3085.285400
	Iteration 38Q: 3 clusters Score -3715410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3715420.000000 Penalty: 3085.285400
	Iteration 39Q: 3 clusters Score -3715420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3715429.500000 Penalty: 3085.285400
	Iteration 40F: 3 clusters Score -3715430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3715425.750000 Penalty: 3085.285400
	Iteration 41Q: 3 clusters Score -3715426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3715421.250000 Penalty: 3085.285400
	Iteration 42Q: 3 clusters Score -3715421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3715430.750000 Penalty: 3085.285400
	Iteration 43Q: 3 clusters Score -3715431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3715429.000000 Penalty: 3085.285400
	Iteration 44Q: 3 clusters Score -3715429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3715427.250000 Penalty: 3085.285400
	Iteration 45Q: 3 clusters Score -3715427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3715427.500000 Penalty: 3085.285400
	Iteration 46Q: 3 clusters Score -3715428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3715434.500000 Penalty: 3085.285400
	Iteration 47Q: 3 clusters Score -3715434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3715432.750000 Penalty: 3085.285400
	Iteration 48Q: 3 clusters Score -3715433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3715433.000000 Penalty: 3085.285400
	Iteration 49Q: 3 clusters Score -3715433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3715434.750000 Penalty: 3085.285400
	Iteration 50Q: 3 clusters Score -3715435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3715438.750000 Penalty: 3085.285400
	Iteration 51Q: 3 clusters Score -3715439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3715444.250000 Penalty: 3085.285400
	Iteration 52Q: 3 clusters Score -3715444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3715450.000000 Penalty: 3085.285400
	Iteration 53Q: 3 clusters Score -3715450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3715446.000000 Penalty: 3085.285400
	Iteration 54Q: 3 clusters Score -3715446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3715454.250000 Penalty: 3085.285400
	Iteration 55Q: 3 clusters Score -3715454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3715456.500000 Penalty: 3085.285400
	Iteration 56Q: 3 clusters Score -3715456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3715467.750000 Penalty: 3085.285400
	Iteration 57Q: 3 clusters Score -3715468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3715460.750000 Penalty: 3085.285400
	Iteration 58Q: 3 clusters Score -3715461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3715465.500000 Penalty: 3085.285400
	Iteration 59Q: 3 clusters Score -3715466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3715462.000000 Penalty: 3085.285400
	Iteration 60F: 3 clusters Score -3715462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3715461.750000 Penalty: 3085.285400
	Iteration 61Q: 3 clusters Score -3715462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3715464.500000 Penalty: 3085.285400
	Iteration 62Q: 3 clusters Score -3715464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3715467.750000 Penalty: 3085.285400
	Iteration 63Q: 3 clusters Score -3715468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3715467.250000 Penalty: 3085.285400
	Iteration 64Q: 3 clusters Score -3715467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3715474.000000 Penalty: 3085.285400
	Iteration 65Q: 3 clusters Score -3715474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3715477.250000 Penalty: 3085.285400
	Iteration 66Q: 3 clusters Score -3715477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3715481.250000 Penalty: 3085.285400
	Iteration 67Q: 3 clusters Score -3715481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3715480.750000 Penalty: 3085.285400
	Iteration 68Q: 3 clusters Score -3715481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3715488.500000 Penalty: 3085.285400
	Iteration 69Q: 3 clusters Score -3715488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3715494.500000 Penalty: 3085.285400
	Iteration 70Q: 3 clusters Score -3715494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3715498.500000 Penalty: 3085.285400
	Iteration 71Q: 3 clusters Score -3715498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3715495.750000 Penalty: 3085.285400
	Iteration 72Q: 3 clusters Score -3715496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3715506.000000 Penalty: 3085.285400
	Iteration 73Q: 3 clusters Score -3715506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3715510.000000 Penalty: 3085.285400
	Iteration 74Q: 3 clusters Score -3715510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3715507.250000 Penalty: 3085.285400
	Iteration 75Q: 3 clusters Score -3715507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3715513.750000 Penalty: 3085.285400
	Iteration 76Q: 3 clusters Score -3715514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3715517.000000 Penalty: 3085.285400
	Iteration 77Q: 3 clusters Score -3715517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3715523.500000 Penalty: 3085.285400
	Iteration 78Q: 3 clusters Score -3715524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3715524.000000 Penalty: 3085.285400
	Iteration 79Q: 3 clusters Score -3715524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3715521.750000 Penalty: 3085.285400
	Iteration 80F: 3 clusters Score -3715522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3715529.250000 Penalty: 3085.285400
	Iteration 81Q: 3 clusters Score -3715529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3715531.250000 Penalty: 3085.285400
	Iteration 82Q: 3 clusters Score -3715531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3715529.250000 Penalty: 3085.285400
	Iteration 83Q: 3 clusters Score -3715529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3715536.250000 Penalty: 3085.285400
	Iteration 84Q: 3 clusters Score -3715536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3715530.750000 Penalty: 3085.285400
	Iteration 85Q: 3 clusters Score -3715531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3715533.500000 Penalty: 3085.285400
	Iteration 86Q: 3 clusters Score -3715534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3715534.500000 Penalty: 3085.285400
	Iteration 87Q: 3 clusters Score -3715534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3715539.500000 Penalty: 3085.285400
	Iteration 88Q: 3 clusters Score -3715540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3715547.500000 Penalty: 3085.285400
	Iteration 89Q: 3 clusters Score -3715548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3715549.750000 Penalty: 3085.285400
	Iteration 90Q: 3 clusters Score -3715550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3715545.250000 Penalty: 3085.285400
	Iteration 91Q: 3 clusters Score -3715545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3715557.750000 Penalty: 3085.285400
	Iteration 92Q: 3 clusters Score -3715558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3715555.000000 Penalty: 3085.285400
	Iteration 93Q: 3 clusters Score -3715555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3715562.500000 Penalty: 3085.285400
	Iteration 94Q: 3 clusters Score -3715562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3715568.000000 Penalty: 3085.285400
	Iteration 95Q: 3 clusters Score -3715568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3715564.250000 Penalty: 3085.285400
	Iteration 96Q: 3 clusters Score -3715564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3715562.000000 Penalty: 3085.285400
	Iteration 97Q: 3 clusters Score -3715562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3715565.500000 Penalty: 3085.285400
	Iteration 98Q: 3 clusters Score -3715566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3715570.500000 Penalty: 3085.285400
	Iteration 99Q: 3 clusters Score -3715570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3715570.250000 Penalty: 3085.285400
	Iteration 100F: 3 clusters Score -3715570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Entering Unmasked Estep 
Score: -1628067.500000 Penalty: 1426.401733
	Iteration 0F: 2 clusters Score -1628068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1618368.375000 Penalty: 2852.803467
	Iteration 0F: 3 clusters Score -1618368 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1621701.125000 Penalty: 2852.803467
	Iteration 1F: 3 clusters Score -1621701 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1622160.125000 Penalty: 2852.803467
	Iteration 2F: 3 clusters Score -1622160 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1622587.000000 Penalty: 2852.803467
	Iteration 3F: 3 clusters Score -1622587 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1623034.875000 Penalty: 2852.803467
	Iteration 4F: 3 clusters Score -1623035 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1623460.000000 Penalty: 2852.803467
	Iteration 5F: 3 clusters Score -1623460 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1623926.125000 Penalty: 2852.803467
	Iteration 6F: 3 clusters Score -1623926 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1624381.625000 Penalty: 2852.803467
	Iteration 7F: 3 clusters Score -1624382 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1624731.125000 Penalty: 2852.803467
	Iteration 8Q: 3 clusters Score -1624731 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1625010.375000 Penalty: 2852.803467
	Iteration 9Q: 3 clusters Score -1625010 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1625233.125000 Penalty: 2852.803467
	Iteration 10Q: 3 clusters Score -1625233 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1625421.250000 Penalty: 2852.803467
	Iteration 11Q: 3 clusters Score -1625421 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1625588.875000 Penalty: 2852.803467
	Iteration 12Q: 3 clusters Score -1625589 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1625724.125000 Penalty: 2852.803467
	Iteration 13Q: 3 clusters Score -1625724 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1625864.375000 Penalty: 2852.803467
	Iteration 14Q: 3 clusters Score -1625864 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1625984.000000 Penalty: 2852.803467
	Iteration 15Q: 3 clusters Score -1625984 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1626084.000000 Penalty: 2852.803467
	Iteration 16Q: 3 clusters Score -1626084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1626178.125000 Penalty: 2852.803467
	Iteration 17Q: 3 clusters Score -1626178 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1626249.250000 Penalty: 2852.803467
	Iteration 18Q: 3 clusters Score -1626249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1626301.250000 Penalty: 2852.803467
	Iteration 19Q: 3 clusters Score -1626301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1626344.625000 Penalty: 2852.803467
	Iteration 20F: 3 clusters Score -1626345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1626388.250000 Penalty: 2852.803467
	Iteration 21Q: 3 clusters Score -1626388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1626424.375000 Penalty: 2852.803467
	Iteration 22Q: 3 clusters Score -1626424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1626459.250000 Penalty: 2852.803467
	Iteration 23Q: 3 clusters Score -1626459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1626494.750000 Penalty: 2852.803467
	Iteration 24Q: 3 clusters Score -1626495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1626535.875000 Penalty: 2852.803467
	Iteration 25Q: 3 clusters Score -1626536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1626563.500000 Penalty: 2852.803467
	Iteration 26Q: 3 clusters Score -1626564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1626590.250000 Penalty: 2852.803467
	Iteration 27Q: 3 clusters Score -1626590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1626612.125000 Penalty: 2852.803467
	Iteration 28Q: 3 clusters Score -1626612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1626636.500000 Penalty: 2852.803467
	Iteration 29Q: 3 clusters Score -1626636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1626658.125000 Penalty: 2852.803467
	Iteration 30Q: 3 clusters Score -1626658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1626671.375000 Penalty: 2852.803467
	Iteration 31Q: 3 clusters Score -1626671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1626680.625000 Penalty: 2852.803467
	Iteration 32Q: 3 clusters Score -1626681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1626690.375000 Penalty: 2852.803467
	Iteration 33Q: 3 clusters Score -1626690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1626695.000000 Penalty: 2852.803467
	Iteration 34Q: 3 clusters Score -1626695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1626701.500000 Penalty: 2852.803467
	Iteration 35Q: 3 clusters Score -1626702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1626709.375000 Penalty: 2852.803467
	Iteration 36Q: 3 clusters Score -1626709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1626721.750000 Penalty: 2852.803467
	Iteration 37Q: 3 clusters Score -1626722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1626722.125000 Penalty: 2852.803467
	Iteration 38Q: 3 clusters Score -1626722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1626726.375000 Penalty: 2852.803467
	Iteration 39Q: 3 clusters Score -1626726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1626732.375000 Penalty: 2852.803467
	Iteration 40F: 3 clusters Score -1626732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1626741.000000 Penalty: 2852.803467
	Iteration 41Q: 3 clusters Score -1626741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1626745.625000 Penalty: 2852.803467
	Iteration 42Q: 3 clusters Score -1626746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1626750.375000 Penalty: 2852.803467
	Iteration 43Q: 3 clusters Score -1626750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1626755.875000 Penalty: 2852.803467
	Iteration 44Q: 3 clusters Score -1626756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1626759.750000 Penalty: 2852.803467
	Iteration 45Q: 3 clusters Score -1626760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1626762.625000 Penalty: 2852.803467
	Iteration 46Q: 3 clusters Score -1626763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1626764.125000 Penalty: 2852.803467
	Iteration 47Q: 3 clusters Score -1626764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1626766.625000 Penalty: 2852.803467
	Iteration 48Q: 3 clusters Score -1626767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1626772.750000 Penalty: 2852.803467
	Iteration 49Q: 3 clusters Score -1626773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1626773.875000 Penalty: 2852.803467
	Iteration 50Q: 3 clusters Score -1626774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1626774.000000 Penalty: 2852.803467
	Iteration 51Q: 3 clusters Score -1626774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1626776.125000 Penalty: 2852.803467
	Iteration 52Q: 3 clusters Score -1626776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1626777.000000 Penalty: 2852.803467
	Iteration 53Q: 3 clusters Score -1626777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1626774.875000 Penalty: 2852.803467
	Iteration 54Q: 3 clusters Score -1626775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1626777.000000 Penalty: 2852.803467
	Iteration 55Q: 3 clusters Score -1626777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1626778.250000 Penalty: 2852.803467
	Iteration 56Q: 3 clusters Score -1626778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1626777.500000 Penalty: 2852.803467
	Iteration 57Q: 3 clusters Score -1626778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1626776.125000 Penalty: 2852.803467
	Iteration 58Q: 3 clusters Score -1626776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1626777.875000 Penalty: 2852.803467
	Iteration 59Q: 3 clusters Score -1626778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1626778.625000 Penalty: 2852.803467
	Iteration 60F: 3 clusters Score -1626779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1626779.250000 Penalty: 2852.803467
	Iteration 61Q: 3 clusters Score -1626779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1626780.125000 Penalty: 2852.803467
	Iteration 62Q: 3 clusters Score -1626780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1626780.875000 Penalty: 2852.803467
	Iteration 63Q: 3 clusters Score -1626781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1626779.250000 Penalty: 2852.803467
	Iteration 64Q: 3 clusters Score -1626779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1626778.625000 Penalty: 2852.803467
	Iteration 65Q: 3 clusters Score -1626779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1626778.625000 Penalty: 2852.803467
	Iteration 66F: 3 clusters Score -1626779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -759524.187500 Penalty: 1312.695801
	Iteration 0F: 2 clusters Score -759524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -754714.687500 Penalty: 2625.391602
	Iteration 0F: 3 clusters Score -754714.7 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -756206.375000 Penalty: 2625.391602
	Iteration 1F: 3 clusters Score -756206.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -756498.500000 Penalty: 2625.391602
	Iteration 2F: 3 clusters Score -756498.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -756736.875000 Penalty: 2625.391602
	Iteration 3F: 3 clusters Score -756736.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -756951.812500 Penalty: 2625.391602
	Iteration 4Q: 3 clusters Score -756951.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -757154.500000 Penalty: 2625.391602
	Iteration 5Q: 3 clusters Score -757154.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -757352.500000 Penalty: 2625.391602
	Iteration 6Q: 3 clusters Score -757352.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -757536.125000 Penalty: 2625.391602
	Iteration 7Q: 3 clusters Score -757536.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -757661.250000 Penalty: 2625.391602
	Iteration 8Q: 3 clusters Score -757661.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -757756.875000 Penalty: 2625.391602
	Iteration 9Q: 3 clusters Score -757756.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -757827.250000 Penalty: 2625.391602
	Iteration 10Q: 3 clusters Score -757827.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -757893.062500 Penalty: 2625.391602
	Iteration 11Q: 3 clusters Score -757893.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -757954.187500 Penalty: 2625.391602
	Iteration 12Q: 3 clusters Score -757954.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -757998.687500 Penalty: 2625.391602
	Iteration 13Q: 3 clusters Score -757998.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -758043.625000 Penalty: 2625.391602
	Iteration 14Q: 3 clusters Score -758043.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -758085.250000 Penalty: 2625.391602
	Iteration 15Q: 3 clusters Score -758085.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -758133.125000 Penalty: 2625.391602
	Iteration 16Q: 3 clusters Score -758133.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -758170.250000 Penalty: 2625.391602
	Iteration 17Q: 3 clusters Score -758170.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -758194.937500 Penalty: 2625.391602
	Iteration 18Q: 3 clusters Score -758194.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -758219.125000 Penalty: 2625.391602
	Iteration 19Q: 3 clusters Score -758219.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -758246.437500 Penalty: 2625.391602
	Iteration 20F: 3 clusters Score -758246.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -758258.375000 Penalty: 2625.391602
	Iteration 21Q: 3 clusters Score -758258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -758270.750000 Penalty: 2625.391602
	Iteration 22Q: 3 clusters Score -758270.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -758287.937500 Penalty: 2625.391602
	Iteration 23Q: 3 clusters Score -758287.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -758301.687500 Penalty: 2625.391602
	Iteration 24Q: 3 clusters Score -758301.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -758316.250000 Penalty: 2625.391602
	Iteration 25Q: 3 clusters Score -758316.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -758329.812500 Penalty: 2625.391602
	Iteration 26Q: 3 clusters Score -758329.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -758350.312500 Penalty: 2625.391602
	Iteration 27Q: 3 clusters Score -758350.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -758372.375000 Penalty: 2625.391602
	Iteration 28Q: 3 clusters Score -758372.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -758398.000000 Penalty: 2625.391602
	Iteration 29Q: 3 clusters Score -758398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -758423.250000 Penalty: 2625.391602
	Iteration 30Q: 3 clusters Score -758423.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -758436.625000 Penalty: 2625.391602
	Iteration 31Q: 3 clusters Score -758436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -758447.375000 Penalty: 2625.391602
	Iteration 32Q: 3 clusters Score -758447.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -758463.812500 Penalty: 2625.391602
	Iteration 33Q: 3 clusters Score -758463.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -758484.250000 Penalty: 2625.391602
	Iteration 34Q: 3 clusters Score -758484.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -758498.250000 Penalty: 2625.391602
	Iteration 35Q: 3 clusters Score -758498.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -758508.625000 Penalty: 2625.391602
	Iteration 36Q: 3 clusters Score -758508.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -758515.625000 Penalty: 2625.391602
	Iteration 37Q: 3 clusters Score -758515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -758518.437500 Penalty: 2625.391602
	Iteration 38Q: 3 clusters Score -758518.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -758524.250000 Penalty: 2625.391602
	Iteration 39Q: 3 clusters Score -758524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -758528.437500 Penalty: 2625.391602
	Iteration 40F: 3 clusters Score -758528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -758530.437500 Penalty: 2625.391602
	Iteration 41Q: 3 clusters Score -758530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -758533.812500 Penalty: 2625.391602
	Iteration 42Q: 3 clusters Score -758533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -758539.687500 Penalty: 2625.391602
	Iteration 43Q: 3 clusters Score -758539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -758544.687500 Penalty: 2625.391602
	Iteration 44Q: 3 clusters Score -758544.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -758547.937500 Penalty: 2625.391602
	Iteration 45Q: 3 clusters Score -758547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -758553.875000 Penalty: 2625.391602
	Iteration 46Q: 3 clusters Score -758553.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -758556.625000 Penalty: 2625.391602
	Iteration 47Q: 3 clusters Score -758556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -758558.500000 Penalty: 2625.391602
	Iteration 48Q: 3 clusters Score -758558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -758558.250000 Penalty: 2625.391602
	Iteration 49Q: 3 clusters Score -758558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -758561.375000 Penalty: 2625.391602
	Iteration 50Q: 3 clusters Score -758561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -758559.875000 Penalty: 2625.391602
	Iteration 51Q: 3 clusters Score -758559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -758561.187500 Penalty: 2625.391602
	Iteration 52Q: 3 clusters Score -758561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -758562.750000 Penalty: 2625.391602
	Iteration 53Q: 3 clusters Score -758562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -758562.750000 Penalty: 2625.391602
	Iteration 54F: 3 clusters Score -758562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Entering Unmasked Estep 
Score: -8050505.000000 Penalty: 1657.373291
	Iteration 0F: 2 clusters Score -8050505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -8005815.500000 Penalty: 3314.746582
	Iteration 0F: 3 clusters Score -8005816 nChanged 32207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -8023821.000000 Penalty: 3314.746582
	Iteration 1F: 3 clusters Score -8023821 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -8024540.500000 Penalty: 3314.746582
	Iteration 2Q: 3 clusters Score -8024540 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -8025232.500000 Penalty: 3314.746582
	Iteration 3Q: 3 clusters Score -8025232 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8025942.500000 Penalty: 3314.746582
	Iteration 4Q: 3 clusters Score -8025942 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -8026632.500000 Penalty: 3314.746582
	Iteration 5Q: 3 clusters Score -8026632 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -8027522.500000 Penalty: 3314.746582
	Iteration 6Q: 3 clusters Score -8027522 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -8028609.000000 Penalty: 3314.746582
	Iteration 7Q: 3 clusters Score -8028609 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8029968.000000 Penalty: 3314.746582
	Iteration 8Q: 3 clusters Score -8029968 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8031638.500000 Penalty: 3314.746582
	Iteration 9F: 3 clusters Score -8031638 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -8033684.500000 Penalty: 3314.746582
	Iteration 10F: 3 clusters Score -8033684 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -8035849.500000 Penalty: 3314.746582
	Iteration 11F: 3 clusters Score -8035850 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -8038258.500000 Penalty: 3314.746582
	Iteration 12F: 3 clusters Score -8038258 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -8040476.000000 Penalty: 3314.746582
	Iteration 13Q: 3 clusters Score -8040476 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -8042571.000000 Penalty: 3314.746582
	Iteration 14Q: 3 clusters Score -8042571 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -8044271.500000 Penalty: 3314.746582
	Iteration 15Q: 3 clusters Score -8044272 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -8045449.500000 Penalty: 3314.746582
	Iteration 16Q: 3 clusters Score -8045450 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -8046225.500000 Penalty: 3314.746582
	Iteration 17Q: 3 clusters Score -8046226 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -8046749.000000 Penalty: 3314.746582
	Iteration 18Q: 3 clusters Score -8046749 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -8047116.000000 Penalty: 3314.746582
	Iteration 19Q: 3 clusters Score -8047116 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -8047399.000000 Penalty: 3314.746582
	Iteration 20F: 3 clusters Score -8047399 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8047626.500000 Penalty: 3314.746582
	Iteration 21Q: 3 clusters Score -8047626 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -8047815.500000 Penalty: 3314.746582
	Iteration 22Q: 3 clusters Score -8047816 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -8047994.500000 Penalty: 3314.746582
	Iteration 23Q: 3 clusters Score -8047994 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -8048121.000000 Penalty: 3314.746582
	Iteration 24Q: 3 clusters Score -8048121 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -8048265.500000 Penalty: 3314.746582
	Iteration 25Q: 3 clusters Score -8048266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -8048374.500000 Penalty: 3314.746582
	Iteration 26Q: 3 clusters Score -8048374 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -8048514.000000 Penalty: 3314.746582
	Iteration 27Q: 3 clusters Score -8048514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -8048639.500000 Penalty: 3314.746582
	Iteration 28Q: 3 clusters Score -8048640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -8048728.500000 Penalty: 3314.746582
	Iteration 29Q: 3 clusters Score -8048728 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -8048785.500000 Penalty: 3314.746582
	Iteration 30Q: 3 clusters Score -8048786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -8048859.500000 Penalty: 3314.746582
	Iteration 31Q: 3 clusters Score -8048860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -8048899.000000 Penalty: 3314.746582
	Iteration 32Q: 3 clusters Score -8048899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -8048947.000000 Penalty: 3314.746582
	Iteration 33Q: 3 clusters Score -8048947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -8048977.000000 Penalty: 3314.746582
	Iteration 34Q: 3 clusters Score -8048977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -8049023.000000 Penalty: 3314.746582
	Iteration 35Q: 3 clusters Score -8049023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -8049042.000000 Penalty: 3314.746582
	Iteration 36Q: 3 clusters Score -8049042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -8049074.500000 Penalty: 3314.746582
	Iteration 37Q: 3 clusters Score -8049074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -8049105.500000 Penalty: 3314.746582
	Iteration 38Q: 3 clusters Score -8049106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -8049117.500000 Penalty: 3314.746582
	Iteration 39Q: 3 clusters Score -8049118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -8049148.500000 Penalty: 3314.746582
	Iteration 40F: 3 clusters Score -8049148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -8049170.500000 Penalty: 3314.746582
	Iteration 41Q: 3 clusters Score -8049170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -8049187.500000 Penalty: 3314.746582
	Iteration 42Q: 3 clusters Score -8049188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -8049194.000000 Penalty: 3314.746582
	Iteration 43Q: 3 clusters Score -8049194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -8049200.500000 Penalty: 3314.746582
	Iteration 44Q: 3 clusters Score -8049200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -8049206.500000 Penalty: 3314.746582
	Iteration 45Q: 3 clusters Score -8049206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -8049213.500000 Penalty: 3314.746582
	Iteration 46Q: 3 clusters Score -8049214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -8049228.000000 Penalty: 3314.746582
	Iteration 47Q: 3 clusters Score -8049228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -8049232.500000 Penalty: 3314.746582
	Iteration 48Q: 3 clusters Score -8049232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -8049242.500000 Penalty: 3314.746582
	Iteration 49Q: 3 clusters Score -8049242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -8049242.000000 Penalty: 3314.746582
	Iteration 50Q: 3 clusters Score -8049242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -8049247.000000 Penalty: 3314.746582
	Iteration 51Q: 3 clusters Score -8049247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -8049253.000000 Penalty: 3314.746582
	Iteration 52Q: 3 clusters Score -8049253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -8049257.500000 Penalty: 3314.746582
	Iteration 53Q: 3 clusters Score -8049258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -8049255.000000 Penalty: 3314.746582
	Iteration 54Q: 3 clusters Score -8049255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -8049260.500000 Penalty: 3314.746582
	Iteration 55Q: 3 clusters Score -8049260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -8049264.000000 Penalty: 3314.746582
	Iteration 56Q: 3 clusters Score -8049264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -8049270.500000 Penalty: 3314.746582
	Iteration 57Q: 3 clusters Score -8049270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -8049268.500000 Penalty: 3314.746582
	Iteration 58Q: 3 clusters Score -8049268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -8049272.500000 Penalty: 3314.746582
	Iteration 59Q: 3 clusters Score -8049272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -8049286.500000 Penalty: 3314.746582
	Iteration 60F: 3 clusters Score -8049286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -8049284.000000 Penalty: 3314.746582
	Iteration 61Q: 3 clusters Score -8049284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8049291.000000 Penalty: 3314.746582
	Iteration 62Q: 3 clusters Score -8049291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8049296.500000 Penalty: 3314.746582
	Iteration 63Q: 3 clusters Score -8049296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8049298.500000 Penalty: 3314.746582
	Iteration 64Q: 3 clusters Score -8049298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -8049294.500000 Penalty: 3314.746582
	Iteration 65Q: 3 clusters Score -8049294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -8049310.500000 Penalty: 3314.746582
	Iteration 66Q: 3 clusters Score -8049310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -8049316.000000 Penalty: 3314.746582
	Iteration 67Q: 3 clusters Score -8049316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -8049320.000000 Penalty: 3314.746582
	Iteration 68Q: 3 clusters Score -8049320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -8049312.500000 Penalty: 3314.746582
	Iteration 69Q: 3 clusters Score -8049312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -8049320.000000 Penalty: 3314.746582
	Iteration 70Q: 3 clusters Score -8049320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -8049324.000000 Penalty: 3314.746582
	Iteration 71Q: 3 clusters Score -8049324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -8049320.500000 Penalty: 3314.746582
	Iteration 72Q: 3 clusters Score -8049320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -8049315.500000 Penalty: 3314.746582
	Iteration 73Q: 3 clusters Score -8049316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -8049330.000000 Penalty: 3314.746582
	Iteration 74Q: 3 clusters Score -8049330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -8049325.500000 Penalty: 3314.746582
	Iteration 75Q: 3 clusters Score -8049326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -8049329.500000 Penalty: 3314.746582
	Iteration 76Q: 3 clusters Score -8049330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8049333.000000 Penalty: 3314.746582
	Iteration 77Q: 3 clusters Score -8049333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8049333.000000 Penalty: 3314.746582
	Iteration 78F: 3 clusters Score -8049333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Entering Unmasked Estep 
Score: -7688107.500000 Penalty: 1654.777466
	Iteration 0F: 2 clusters Score -7688108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -7644241.500000 Penalty: 3309.554932
	Iteration 0F: 3 clusters Score -7644242 nChanged 31492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7661791.500000 Penalty: 3309.554932
	Iteration 1F: 3 clusters Score -7661792 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -7662524.500000 Penalty: 3309.554932
	Iteration 2Q: 3 clusters Score -7662524 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -7663445.000000 Penalty: 3309.554932
	Iteration 3Q: 3 clusters Score -7663445 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7664707.000000 Penalty: 3309.554932
	Iteration 4Q: 3 clusters Score -7664707 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -7666546.000000 Penalty: 3309.554932
	Iteration 5F: 3 clusters Score -7666546 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -7669246.000000 Penalty: 3309.554932
	Iteration 6F: 3 clusters Score -7669246 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -7672628.500000 Penalty: 3309.554932
	Iteration 7F: 3 clusters Score -7672628 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7676397.000000 Penalty: 3309.554932
	Iteration 8F: 3 clusters Score -7676397 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7679680.000000 Penalty: 3309.554932
	Iteration 9F: 3 clusters Score -7679680 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -7681716.500000 Penalty: 3309.554932
	Iteration 10Q: 3 clusters Score -7681716 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -7682984.500000 Penalty: 3309.554932
	Iteration 11Q: 3 clusters Score -7682984 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -7683774.000000 Penalty: 3309.554932
	Iteration 12Q: 3 clusters Score -7683774 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -7684337.500000 Penalty: 3309.554932
	Iteration 13Q: 3 clusters Score -7684338 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -7684852.000000 Penalty: 3309.554932
	Iteration 14Q: 3 clusters Score -7684852 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -7685280.000000 Penalty: 3309.554932
	Iteration 15Q: 3 clusters Score -7685280 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -7685626.500000 Penalty: 3309.554932
	Iteration 16Q: 3 clusters Score -7685626 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -7685916.000000 Penalty: 3309.554932
	Iteration 17Q: 3 clusters Score -7685916 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -7686189.000000 Penalty: 3309.554932
	Iteration 18Q: 3 clusters Score -7686189 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -7686409.500000 Penalty: 3309.554932
	Iteration 19Q: 3 clusters Score -7686410 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -7686575.500000 Penalty: 3309.554932
	Iteration 20F: 3 clusters Score -7686576 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -7686761.500000 Penalty: 3309.554932
	Iteration 21Q: 3 clusters Score -7686762 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -7686925.500000 Penalty: 3309.554932
	Iteration 22Q: 3 clusters Score -7686926 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7687097.000000 Penalty: 3309.554932
	Iteration 23Q: 3 clusters Score -7687097 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -7687228.000000 Penalty: 3309.554932
	Iteration 24Q: 3 clusters Score -7687228 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -7687301.000000 Penalty: 3309.554932
	Iteration 25Q: 3 clusters Score -7687301 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -7687415.500000 Penalty: 3309.554932
	Iteration 26Q: 3 clusters Score -7687416 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7687498.500000 Penalty: 3309.554932
	Iteration 27Q: 3 clusters Score -7687498 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -7687564.500000 Penalty: 3309.554932
	Iteration 28Q: 3 clusters Score -7687564 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7687617.000000 Penalty: 3309.554932
	Iteration 29Q: 3 clusters Score -7687617 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -7687709.000000 Penalty: 3309.554932
	Iteration 30Q: 3 clusters Score -7687709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7687760.500000 Penalty: 3309.554932
	Iteration 31Q: 3 clusters Score -7687760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7687783.500000 Penalty: 3309.554932
	Iteration 32Q: 3 clusters Score -7687784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7687826.500000 Penalty: 3309.554932
	Iteration 33Q: 3 clusters Score -7687826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -7687852.500000 Penalty: 3309.554932
	Iteration 34Q: 3 clusters Score -7687852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7687872.500000 Penalty: 3309.554932
	Iteration 35Q: 3 clusters Score -7687872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7687912.000000 Penalty: 3309.554932
	Iteration 36Q: 3 clusters Score -7687912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7687941.500000 Penalty: 3309.554932
	Iteration 37Q: 3 clusters Score -7687942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7687957.000000 Penalty: 3309.554932
	Iteration 38Q: 3 clusters Score -7687957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7687960.500000 Penalty: 3309.554932
	Iteration 39Q: 3 clusters Score -7687960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7687976.000000 Penalty: 3309.554932
	Iteration 40F: 3 clusters Score -7687976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -7687988.500000 Penalty: 3309.554932
	Iteration 41Q: 3 clusters Score -7687988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7687997.000000 Penalty: 3309.554932
	Iteration 42Q: 3 clusters Score -7687997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7688007.000000 Penalty: 3309.554932
	Iteration 43Q: 3 clusters Score -7688007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7688002.000000 Penalty: 3309.554932
	Iteration 44Q: 3 clusters Score -7688002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7688005.500000 Penalty: 3309.554932
	Iteration 45Q: 3 clusters Score -7688006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7688021.000000 Penalty: 3309.554932
	Iteration 46Q: 3 clusters Score -7688021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7688021.500000 Penalty: 3309.554932
	Iteration 47Q: 3 clusters Score -7688022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7688027.500000 Penalty: 3309.554932
	Iteration 48Q: 3 clusters Score -7688028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7688028.000000 Penalty: 3309.554932
	Iteration 49Q: 3 clusters Score -7688028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7688010.500000 Penalty: 3309.554932
	Iteration 50Q: 3 clusters Score -7688010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7688025.500000 Penalty: 3309.554932
	Iteration 51Q: 3 clusters Score -7688026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7688038.500000 Penalty: 3309.554932
	Iteration 52Q: 3 clusters Score -7688038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7688036.500000 Penalty: 3309.554932
	Iteration 53Q: 3 clusters Score -7688036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -7688038.500000 Penalty: 3309.554932
	Iteration 54Q: 3 clusters Score -7688038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7688045.000000 Penalty: 3309.554932
	Iteration 55Q: 3 clusters Score -7688045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7688041.000000 Penalty: 3309.554932
	Iteration 56Q: 3 clusters Score -7688041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7688062.000000 Penalty: 3309.554932
	Iteration 57Q: 3 clusters Score -7688062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7688067.500000 Penalty: 3309.554932
	Iteration 58Q: 3 clusters Score -7688068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7688068.000000 Penalty: 3309.554932
	Iteration 59Q: 3 clusters Score -7688068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7688068.500000 Penalty: 3309.554932
	Iteration 60F: 3 clusters Score -7688068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7688062.000000 Penalty: 3309.554932
	Iteration 61Q: 3 clusters Score -7688062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7688069.000000 Penalty: 3309.554932
	Iteration 62Q: 3 clusters Score -7688069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7688068.000000 Penalty: 3309.554932
	Iteration 63Q: 3 clusters Score -7688068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7688074.500000 Penalty: 3309.554932
	Iteration 64Q: 3 clusters Score -7688074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7688070.500000 Penalty: 3309.554932
	Iteration 65Q: 3 clusters Score -7688070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7688087.000000 Penalty: 3309.554932
	Iteration 66Q: 3 clusters Score -7688087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7688074.500000 Penalty: 3309.554932
	Iteration 67Q: 3 clusters Score -7688074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7688073.500000 Penalty: 3309.554932
	Iteration 68Q: 3 clusters Score -7688074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7688073.500000 Penalty: 3309.554932
	Iteration 69F: 3 clusters Score -7688074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -402753.968750 Penalty: 1218.889771
	Iteration 0F: 2 clusters Score -402754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -399879.312500 Penalty: 2437.779541
	Iteration 0F: 3 clusters Score -399879.3 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -400644.468750 Penalty: 2437.779541
	Iteration 1F: 3 clusters Score -400644.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -400842.437500 Penalty: 2437.779541
	Iteration 2F: 3 clusters Score -400842.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -400973.468750 Penalty: 2437.779541
	Iteration 3F: 3 clusters Score -400973.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -401039.000000 Penalty: 2437.779541
	Iteration 4Q: 3 clusters Score -401039 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -401087.375000 Penalty: 2437.779541
	Iteration 5Q: 3 clusters Score -401087.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -401116.125000 Penalty: 2437.779541
	Iteration 6Q: 3 clusters Score -401116.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -401129.468750 Penalty: 2437.779541
	Iteration 7Q: 3 clusters Score -401129.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -401140.906250 Penalty: 2437.779541
	Iteration 8Q: 3 clusters Score -401140.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -401153.312500 Penalty: 2437.779541
	Iteration 9Q: 3 clusters Score -401153.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -401165.375000 Penalty: 2437.779541
	Iteration 10Q: 3 clusters Score -401165.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -401176.343750 Penalty: 2437.779541
	Iteration 11Q: 3 clusters Score -401176.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -401184.593750 Penalty: 2437.779541
	Iteration 12Q: 3 clusters Score -401184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -401194.062500 Penalty: 2437.779541
	Iteration 13Q: 3 clusters Score -401194.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -401204.312500 Penalty: 2437.779541
	Iteration 14Q: 3 clusters Score -401204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -401212.500000 Penalty: 2437.779541
	Iteration 15Q: 3 clusters Score -401212.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -401221.468750 Penalty: 2437.779541
	Iteration 16Q: 3 clusters Score -401221.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -401231.656250 Penalty: 2437.779541
	Iteration 17Q: 3 clusters Score -401231.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401239.906250 Penalty: 2437.779541
	Iteration 18Q: 3 clusters Score -401239.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -401250.406250 Penalty: 2437.779541
	Iteration 19Q: 3 clusters Score -401250.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401262.437500 Penalty: 2437.779541
	Iteration 20F: 3 clusters Score -401262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -401273.125000 Penalty: 2437.779541
	Iteration 21Q: 3 clusters Score -401273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -401280.031250 Penalty: 2437.779541
	Iteration 22Q: 3 clusters Score -401280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -401284.968750 Penalty: 2437.779541
	Iteration 23Q: 3 clusters Score -401285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -401290.062500 Penalty: 2437.779541
	Iteration 24Q: 3 clusters Score -401290.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -401295.062500 Penalty: 2437.779541
	Iteration 25Q: 3 clusters Score -401295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -401301.343750 Penalty: 2437.779541
	Iteration 26Q: 3 clusters Score -401301.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -401306.750000 Penalty: 2437.779541
	Iteration 27Q: 3 clusters Score -401306.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -401312.500000 Penalty: 2437.779541
	Iteration 28Q: 3 clusters Score -401312.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -401318.218750 Penalty: 2437.779541
	Iteration 29Q: 3 clusters Score -401318.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -401322.468750 Penalty: 2437.779541
	Iteration 30Q: 3 clusters Score -401322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -401327.968750 Penalty: 2437.779541
	Iteration 31Q: 3 clusters Score -401328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -401332.437500 Penalty: 2437.779541
	Iteration 32Q: 3 clusters Score -401332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -401335.937500 Penalty: 2437.779541
	Iteration 33Q: 3 clusters Score -401335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -401343.062500 Penalty: 2437.779541
	Iteration 34Q: 3 clusters Score -401343.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -401348.312500 Penalty: 2437.779541
	Iteration 35Q: 3 clusters Score -401348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -401355.562500 Penalty: 2437.779541
	Iteration 36Q: 3 clusters Score -401355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -401362.031250 Penalty: 2437.779541
	Iteration 37Q: 3 clusters Score -401362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -401365.031250 Penalty: 2437.779541
	Iteration 38Q: 3 clusters Score -401365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -401368.250000 Penalty: 2437.779541
	Iteration 39Q: 3 clusters Score -401368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -401372.875000 Penalty: 2437.779541
	Iteration 40F: 3 clusters Score -401372.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -401376.625000 Penalty: 2437.779541
	Iteration 41Q: 3 clusters Score -401376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -401381.937500 Penalty: 2437.779541
	Iteration 42Q: 3 clusters Score -401381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -401387.718750 Penalty: 2437.779541
	Iteration 43Q: 3 clusters Score -401387.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -401393.093750 Penalty: 2437.779541
	Iteration 44Q: 3 clusters Score -401393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -401396.000000 Penalty: 2437.779541
	Iteration 45Q: 3 clusters Score -401396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -401398.281250 Penalty: 2437.779541
	Iteration 46Q: 3 clusters Score -401398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -401401.000000 Penalty: 2437.779541
	Iteration 47Q: 3 clusters Score -401401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -401402.125000 Penalty: 2437.779541
	Iteration 48Q: 3 clusters Score -401402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -401403.312500 Penalty: 2437.779541
	Iteration 49Q: 3 clusters Score -401403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -401407.406250 Penalty: 2437.779541
	Iteration 50Q: 3 clusters Score -401407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -401414.718750 Penalty: 2437.779541
	Iteration 51Q: 3 clusters Score -401414.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -401422.625000 Penalty: 2437.779541
	Iteration 52Q: 3 clusters Score -401422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -401427.093750 Penalty: 2437.779541
	Iteration 53Q: 3 clusters Score -401427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -401431.843750 Penalty: 2437.779541
	Iteration 54Q: 3 clusters Score -401431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -401436.375000 Penalty: 2437.779541
	Iteration 55Q: 3 clusters Score -401436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -401440.437500 Penalty: 2437.779541
	Iteration 56Q: 3 clusters Score -401440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -401444.375000 Penalty: 2437.779541
	Iteration 57Q: 3 clusters Score -401444.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -401446.781250 Penalty: 2437.779541
	Iteration 58Q: 3 clusters Score -401446.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -401453.125000 Penalty: 2437.779541
	Iteration 59Q: 3 clusters Score -401453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -401457.343750 Penalty: 2437.779541
	Iteration 60F: 3 clusters Score -401457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -401459.031250 Penalty: 2437.779541
	Iteration 61Q: 3 clusters Score -401459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -401461.843750 Penalty: 2437.779541
	Iteration 62Q: 3 clusters Score -401461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -401463.250000 Penalty: 2437.779541
	Iteration 63Q: 3 clusters Score -401463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -401464.906250 Penalty: 2437.779541
	Iteration 64Q: 3 clusters Score -401464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -401465.937500 Penalty: 2437.779541
	Iteration 65Q: 3 clusters Score -401465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -401469.593750 Penalty: 2437.779541
	Iteration 66Q: 3 clusters Score -401469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -401473.875000 Penalty: 2437.779541
	Iteration 67Q: 3 clusters Score -401473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -401475.875000 Penalty: 2437.779541
	Iteration 68Q: 3 clusters Score -401475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -401476.625000 Penalty: 2437.779541
	Iteration 69Q: 3 clusters Score -401476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -401478.687500 Penalty: 2437.779541
	Iteration 70Q: 3 clusters Score -401478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -401481.500000 Penalty: 2437.779541
	Iteration 71Q: 3 clusters Score -401481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -401483.093750 Penalty: 2437.779541
	Iteration 72Q: 3 clusters Score -401483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -401487.187500 Penalty: 2437.779541
	Iteration 73Q: 3 clusters Score -401487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -401487.718750 Penalty: 2437.779541
	Iteration 74Q: 3 clusters Score -401487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -401489.906250 Penalty: 2437.779541
	Iteration 75Q: 3 clusters Score -401489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -401490.000000 Penalty: 2437.779541
	Iteration 76Q: 3 clusters Score -401490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -401491.250000 Penalty: 2437.779541
	Iteration 77Q: 3 clusters Score -401491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -401492.468750 Penalty: 2437.779541
	Iteration 78Q: 3 clusters Score -401492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -401492.718750 Penalty: 2437.779541
	Iteration 79Q: 3 clusters Score -401492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -401494.125000 Penalty: 2437.779541
	Iteration 80F: 3 clusters Score -401494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -401495.656250 Penalty: 2437.779541
	Iteration 81Q: 3 clusters Score -401495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -401496.343750 Penalty: 2437.779541
	Iteration 82Q: 3 clusters Score -401496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -401497.281250 Penalty: 2437.779541
	Iteration 83Q: 3 clusters Score -401497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -401498.718750 Penalty: 2437.779541
	Iteration 84Q: 3 clusters Score -401498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -401498.718750 Penalty: 2437.779541
	Iteration 85F: 3 clusters Score -401498.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -48925.851562 Penalty: 915.526672
	Iteration 0F: 2 clusters Score -48925.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48089.750000 Penalty: 1831.053345
	Iteration 0F: 3 clusters Score -48089.75 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48292.917969 Penalty: 1831.053345
	Iteration 1F: 3 clusters Score -48292.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48340.960938 Penalty: 1831.053345
	Iteration 2Q: 3 clusters Score -48340.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48378.488281 Penalty: 1831.053345
	Iteration 3Q: 3 clusters Score -48378.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48414.746094 Penalty: 1831.053345
	Iteration 4Q: 3 clusters Score -48414.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48433.601562 Penalty: 1831.053345
	Iteration 5Q: 3 clusters Score -48433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48440.445312 Penalty: 1831.053345
	Iteration 6Q: 3 clusters Score -48440.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48440.445312 Penalty: 1831.053345
	Iteration 7F: 3 clusters Score -48440.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -677061.687500 Penalty: 1298.210449
	Iteration 0F: 2 clusters Score -677061.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -672707.062500 Penalty: 2596.420898
	Iteration 0F: 3 clusters Score -672707.1 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -674045.000000 Penalty: 2596.420898
	Iteration 1F: 3 clusters Score -674045 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -674271.250000 Penalty: 2596.420898
	Iteration 2F: 3 clusters Score -674271.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -674420.937500 Penalty: 2596.420898
	Iteration 3Q: 3 clusters Score -674420.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -674531.937500 Penalty: 2596.420898
	Iteration 4Q: 3 clusters Score -674531.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -674625.250000 Penalty: 2596.420898
	Iteration 5Q: 3 clusters Score -674625.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -674709.250000 Penalty: 2596.420898
	Iteration 6Q: 3 clusters Score -674709.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -674793.625000 Penalty: 2596.420898
	Iteration 7Q: 3 clusters Score -674793.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -674875.625000 Penalty: 2596.420898
	Iteration 8Q: 3 clusters Score -674875.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -674976.375000 Penalty: 2596.420898
	Iteration 9Q: 3 clusters Score -674976.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -675083.562500 Penalty: 2596.420898
	Iteration 10Q: 3 clusters Score -675083.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -675184.875000 Penalty: 2596.420898
	Iteration 11Q: 3 clusters Score -675184.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -675298.812500 Penalty: 2596.420898
	Iteration 12Q: 3 clusters Score -675298.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -675428.625000 Penalty: 2596.420898
	Iteration 13Q: 3 clusters Score -675428.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -675568.937500 Penalty: 2596.420898
	Iteration 14Q: 3 clusters Score -675568.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -675672.875000 Penalty: 2596.420898
	Iteration 15Q: 3 clusters Score -675672.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -675762.625000 Penalty: 2596.420898
	Iteration 16Q: 3 clusters Score -675762.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -675835.062500 Penalty: 2596.420898
	Iteration 17Q: 3 clusters Score -675835.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -675886.500000 Penalty: 2596.420898
	Iteration 18Q: 3 clusters Score -675886.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -675938.812500 Penalty: 2596.420898
	Iteration 19Q: 3 clusters Score -675938.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -675983.687500 Penalty: 2596.420898
	Iteration 20F: 3 clusters Score -675983.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -676014.125000 Penalty: 2596.420898
	Iteration 21Q: 3 clusters Score -676014.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -676041.875000 Penalty: 2596.420898
	Iteration 22Q: 3 clusters Score -676041.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -676061.562500 Penalty: 2596.420898
	Iteration 23Q: 3 clusters Score -676061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -676078.562500 Penalty: 2596.420898
	Iteration 24Q: 3 clusters Score -676078.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -676094.750000 Penalty: 2596.420898
	Iteration 25Q: 3 clusters Score -676094.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -676112.062500 Penalty: 2596.420898
	Iteration 26Q: 3 clusters Score -676112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -676124.812500 Penalty: 2596.420898
	Iteration 27Q: 3 clusters Score -676124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -676139.562500 Penalty: 2596.420898
	Iteration 28Q: 3 clusters Score -676139.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -676154.750000 Penalty: 2596.420898
	Iteration 29Q: 3 clusters Score -676154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -676179.312500 Penalty: 2596.420898
	Iteration 30Q: 3 clusters Score -676179.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -676202.125000 Penalty: 2596.420898
	Iteration 31Q: 3 clusters Score -676202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -676218.000000 Penalty: 2596.420898
	Iteration 32Q: 3 clusters Score -676218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -676227.937500 Penalty: 2596.420898
	Iteration 33Q: 3 clusters Score -676227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -676238.562500 Penalty: 2596.420898
	Iteration 34Q: 3 clusters Score -676238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -676245.562500 Penalty: 2596.420898
	Iteration 35Q: 3 clusters Score -676245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -676252.062500 Penalty: 2596.420898
	Iteration 36Q: 3 clusters Score -676252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -676253.812500 Penalty: 2596.420898
	Iteration 37Q: 3 clusters Score -676253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -676255.187500 Penalty: 2596.420898
	Iteration 38Q: 3 clusters Score -676255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -676255.187500 Penalty: 2596.420898
	Iteration 39F: 3 clusters Score -676255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -128442.484375 Penalty: 1072.529541
	Iteration 0F: 2 clusters Score -128442.5 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 652 members 
Entering Unmasked Estep 
Score: -126978.406250 Penalty: 2145.059082
	Iteration 0F: 3 clusters Score -126978.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -127363.000000 Penalty: 2145.059082
	Iteration 1F: 3 clusters Score -127363 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127517.398438 Penalty: 2145.059082
	Iteration 2F: 3 clusters Score -127517.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127619.117188 Penalty: 2145.059082
	Iteration 3F: 3 clusters Score -127619.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127680.250000 Penalty: 2145.059082
	Iteration 4Q: 3 clusters Score -127680.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127717.164062 Penalty: 2145.059082
	Iteration 5Q: 3 clusters Score -127717.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127739.703125 Penalty: 2145.059082
	Iteration 6Q: 3 clusters Score -127739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127748.046875 Penalty: 2145.059082
	Iteration 7Q: 3 clusters Score -127748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127757.695312 Penalty: 2145.059082
	Iteration 8Q: 3 clusters Score -127757.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127766.046875 Penalty: 2145.059082
	Iteration 9Q: 3 clusters Score -127766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127771.281250 Penalty: 2145.059082
	Iteration 10Q: 3 clusters Score -127771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127780.140625 Penalty: 2145.059082
	Iteration 11Q: 3 clusters Score -127780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127789.289062 Penalty: 2145.059082
	Iteration 12Q: 3 clusters Score -127789.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127798.093750 Penalty: 2145.059082
	Iteration 13Q: 3 clusters Score -127798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127806.625000 Penalty: 2145.059082
	Iteration 14Q: 3 clusters Score -127806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127813.750000 Penalty: 2145.059082
	Iteration 15Q: 3 clusters Score -127813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127827.007812 Penalty: 2145.059082
	Iteration 16Q: 3 clusters Score -127827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127840.562500 Penalty: 2145.059082
	Iteration 17Q: 3 clusters Score -127840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127852.960938 Penalty: 2145.059082
	Iteration 18Q: 3 clusters Score -127853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127861.828125 Penalty: 2145.059082
	Iteration 19Q: 3 clusters Score -127861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127868.742188 Penalty: 2145.059082
	Iteration 20F: 3 clusters Score -127868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127873.562500 Penalty: 2145.059082
	Iteration 21Q: 3 clusters Score -127873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127878.789062 Penalty: 2145.059082
	Iteration 22Q: 3 clusters Score -127878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127884.421875 Penalty: 2145.059082
	Iteration 23Q: 3 clusters Score -127884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127890.273438 Penalty: 2145.059082
	Iteration 24Q: 3 clusters Score -127890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127895.546875 Penalty: 2145.059082
	Iteration 25Q: 3 clusters Score -127895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127897.929688 Penalty: 2145.059082
	Iteration 26Q: 3 clusters Score -127897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127898.867188 Penalty: 2145.059082
	Iteration 27Q: 3 clusters Score -127898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127898.867188 Penalty: 2145.059082
	Iteration 28F: 3 clusters Score -127898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Entering Unmasked Estep 
Score: -7463137.500000 Penalty: 1653.236694
	Iteration 0F: 2 clusters Score -7463138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7419792.500000 Penalty: 3306.473389
	Iteration 0F: 3 clusters Score -7419792 nChanged 31279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -7437698.500000 Penalty: 3306.473389
	Iteration 1F: 3 clusters Score -7437698 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -7439076.000000 Penalty: 3306.473389
	Iteration 2Q: 3 clusters Score -7439076 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -7440901.500000 Penalty: 3306.473389
	Iteration 3F: 3 clusters Score -7440902 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7443451.000000 Penalty: 3306.473389
	Iteration 4F: 3 clusters Score -7443451 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -7446395.000000 Penalty: 3306.473389
	Iteration 5F: 3 clusters Score -7446395 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -7449636.500000 Penalty: 3306.473389
	Iteration 6F: 3 clusters Score -7449636 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -7452646.000000 Penalty: 3306.473389
	Iteration 7F: 3 clusters Score -7452646 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -7454816.500000 Penalty: 3306.473389
	Iteration 8F: 3 clusters Score -7454816 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7456096.500000 Penalty: 3306.473389
	Iteration 9Q: 3 clusters Score -7456096 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7456866.500000 Penalty: 3306.473389
	Iteration 10Q: 3 clusters Score -7456866 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7457291.000000 Penalty: 3306.473389
	Iteration 11Q: 3 clusters Score -7457291 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7457656.500000 Penalty: 3306.473389
	Iteration 12Q: 3 clusters Score -7457656 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7457929.000000 Penalty: 3306.473389
	Iteration 13Q: 3 clusters Score -7457929 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -7458256.500000 Penalty: 3306.473389
	Iteration 14Q: 3 clusters Score -7458256 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -7458497.500000 Penalty: 3306.473389
	Iteration 15Q: 3 clusters Score -7458498 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7458768.000000 Penalty: 3306.473389
	Iteration 16Q: 3 clusters Score -7458768 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7459040.500000 Penalty: 3306.473389
	Iteration 17Q: 3 clusters Score -7459040 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7459283.500000 Penalty: 3306.473389
	Iteration 18Q: 3 clusters Score -7459284 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -7459516.500000 Penalty: 3306.473389
	Iteration 19Q: 3 clusters Score -7459516 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -7459696.000000 Penalty: 3306.473389
	Iteration 20F: 3 clusters Score -7459696 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -7459887.500000 Penalty: 3306.473389
	Iteration 21Q: 3 clusters Score -7459888 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -7460014.000000 Penalty: 3306.473389
	Iteration 22Q: 3 clusters Score -7460014 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7460086.500000 Penalty: 3306.473389
	Iteration 23Q: 3 clusters Score -7460086 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -7460131.000000 Penalty: 3306.473389
	Iteration 24Q: 3 clusters Score -7460131 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -7460201.000000 Penalty: 3306.473389
	Iteration 25Q: 3 clusters Score -7460201 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -7460273.500000 Penalty: 3306.473389
	Iteration 26Q: 3 clusters Score -7460274 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -7460366.000000 Penalty: 3306.473389
	Iteration 27Q: 3 clusters Score -7460366 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -7460419.000000 Penalty: 3306.473389
	Iteration 28Q: 3 clusters Score -7460419 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -7460462.000000 Penalty: 3306.473389
	Iteration 29Q: 3 clusters Score -7460462 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -7460515.000000 Penalty: 3306.473389
	Iteration 30Q: 3 clusters Score -7460515 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -7460520.500000 Penalty: 3306.473389
	Iteration 31Q: 3 clusters Score -7460520 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -7460553.500000 Penalty: 3306.473389
	Iteration 32Q: 3 clusters Score -7460554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -7460573.500000 Penalty: 3306.473389
	Iteration 33Q: 3 clusters Score -7460574 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -7460589.500000 Penalty: 3306.473389
	Iteration 34Q: 3 clusters Score -7460590 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -7460605.500000 Penalty: 3306.473389
	Iteration 35Q: 3 clusters Score -7460606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -7460605.500000 Penalty: 3306.473389
	Iteration 36Q: 3 clusters Score -7460606 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -7460617.000000 Penalty: 3306.473389
	Iteration 37Q: 3 clusters Score -7460617 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -7460621.500000 Penalty: 3306.473389
	Iteration 38Q: 3 clusters Score -7460622 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -7460655.000000 Penalty: 3306.473389
	Iteration 39Q: 3 clusters Score -7460655 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -7460668.500000 Penalty: 3306.473389
	Iteration 40F: 3 clusters Score -7460668 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -7460694.000000 Penalty: 3306.473389
	Iteration 41Q: 3 clusters Score -7460694 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -7460691.500000 Penalty: 3306.473389
	Iteration 42Q: 3 clusters Score -7460692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -7460677.500000 Penalty: 3306.473389
	Iteration 43Q: 3 clusters Score -7460678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -7460692.500000 Penalty: 3306.473389
	Iteration 44Q: 3 clusters Score -7460692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -7460700.500000 Penalty: 3306.473389
	Iteration 45Q: 3 clusters Score -7460700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -7460723.500000 Penalty: 3306.473389
	Iteration 46Q: 3 clusters Score -7460724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -7460747.500000 Penalty: 3306.473389
	Iteration 47Q: 3 clusters Score -7460748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -7460764.000000 Penalty: 3306.473389
	Iteration 48Q: 3 clusters Score -7460764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -7460759.500000 Penalty: 3306.473389
	Iteration 49Q: 3 clusters Score -7460760 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -7460757.000000 Penalty: 3306.473389
	Iteration 50Q: 3 clusters Score -7460757 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -7460761.500000 Penalty: 3306.473389
	Iteration 51Q: 3 clusters Score -7460762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -7460754.500000 Penalty: 3306.473389
	Iteration 52Q: 3 clusters Score -7460754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -7460771.000000 Penalty: 3306.473389
	Iteration 53Q: 3 clusters Score -7460771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -7460778.500000 Penalty: 3306.473389
	Iteration 54Q: 3 clusters Score -7460778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -7460780.500000 Penalty: 3306.473389
	Iteration 55Q: 3 clusters Score -7460780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -7460783.000000 Penalty: 3306.473389
	Iteration 56Q: 3 clusters Score -7460783 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -7460787.000000 Penalty: 3306.473389
	Iteration 57Q: 3 clusters Score -7460787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -7460805.000000 Penalty: 3306.473389
	Iteration 58Q: 3 clusters Score -7460805 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -7460804.500000 Penalty: 3306.473389
	Iteration 59Q: 3 clusters Score -7460804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -7460829.000000 Penalty: 3306.473389
	Iteration 60F: 3 clusters Score -7460829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -7460834.500000 Penalty: 3306.473389
	Iteration 61Q: 3 clusters Score -7460834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -7460842.000000 Penalty: 3306.473389
	Iteration 62Q: 3 clusters Score -7460842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -7460889.500000 Penalty: 3306.473389
	Iteration 63Q: 3 clusters Score -7460890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -7460873.000000 Penalty: 3306.473389
	Iteration 64Q: 3 clusters Score -7460873 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -7460879.500000 Penalty: 3306.473389
	Iteration 65Q: 3 clusters Score -7460880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -7460896.000000 Penalty: 3306.473389
	Iteration 66Q: 3 clusters Score -7460896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -7460902.000000 Penalty: 3306.473389
	Iteration 67Q: 3 clusters Score -7460902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -7460919.500000 Penalty: 3306.473389
	Iteration 68Q: 3 clusters Score -7460920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -7460953.000000 Penalty: 3306.473389
	Iteration 69Q: 3 clusters Score -7460953 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -7460978.500000 Penalty: 3306.473389
	Iteration 70Q: 3 clusters Score -7460978 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -7461005.000000 Penalty: 3306.473389
	Iteration 71Q: 3 clusters Score -7461005 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -7461023.500000 Penalty: 3306.473389
	Iteration 72Q: 3 clusters Score -7461024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -7461043.000000 Penalty: 3306.473389
	Iteration 73Q: 3 clusters Score -7461043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -7461039.000000 Penalty: 3306.473389
	Iteration 74Q: 3 clusters Score -7461039 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -7461049.500000 Penalty: 3306.473389
	Iteration 75Q: 3 clusters Score -7461050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -7461068.000000 Penalty: 3306.473389
	Iteration 76Q: 3 clusters Score -7461068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -7461045.000000 Penalty: 3306.473389
	Iteration 77Q: 3 clusters Score -7461045 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -7461074.000000 Penalty: 3306.473389
	Iteration 78Q: 3 clusters Score -7461074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -7461074.500000 Penalty: 3306.473389
	Iteration 79Q: 3 clusters Score -7461074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7461095.500000 Penalty: 3306.473389
	Iteration 80F: 3 clusters Score -7461096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -7461109.500000 Penalty: 3306.473389
	Iteration 81Q: 3 clusters Score -7461110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -7461130.500000 Penalty: 3306.473389
	Iteration 82Q: 3 clusters Score -7461130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -7461149.500000 Penalty: 3306.473389
	Iteration 83Q: 3 clusters Score -7461150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -7461161.500000 Penalty: 3306.473389
	Iteration 84Q: 3 clusters Score -7461162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -7461172.000000 Penalty: 3306.473389
	Iteration 85Q: 3 clusters Score -7461172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -7461189.000000 Penalty: 3306.473389
	Iteration 86Q: 3 clusters Score -7461189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -7461176.500000 Penalty: 3306.473389
	Iteration 87Q: 3 clusters Score -7461176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7461191.500000 Penalty: 3306.473389
	Iteration 88Q: 3 clusters Score -7461192 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -7461210.500000 Penalty: 3306.473389
	Iteration 89Q: 3 clusters Score -7461210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -7461215.000000 Penalty: 3306.473389
	Iteration 90Q: 3 clusters Score -7461215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -7461217.000000 Penalty: 3306.473389
	Iteration 91Q: 3 clusters Score -7461217 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7461238.500000 Penalty: 3306.473389
	Iteration 92Q: 3 clusters Score -7461238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7461246.500000 Penalty: 3306.473389
	Iteration 93Q: 3 clusters Score -7461246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7461256.000000 Penalty: 3306.473389
	Iteration 94Q: 3 clusters Score -7461256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -7461270.000000 Penalty: 3306.473389
	Iteration 95Q: 3 clusters Score -7461270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7461264.000000 Penalty: 3306.473389
	Iteration 96Q: 3 clusters Score -7461264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -7461267.000000 Penalty: 3306.473389
	Iteration 97Q: 3 clusters Score -7461267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -7461269.500000 Penalty: 3306.473389
	Iteration 98Q: 3 clusters Score -7461270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -7461277.500000 Penalty: 3306.473389
	Iteration 99Q: 3 clusters Score -7461278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -7461285.500000 Penalty: 3306.473389
	Iteration 100F: 3 clusters Score -7461286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -7461296.000000 Penalty: 3306.473389
	Iteration 101Q: 3 clusters Score -7461296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -7461300.500000 Penalty: 3306.473389
	Iteration 102Q: 3 clusters Score -7461300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -7461310.500000 Penalty: 3306.473389
	Iteration 103Q: 3 clusters Score -7461310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -7461318.500000 Penalty: 3306.473389
	Iteration 104Q: 3 clusters Score -7461318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -7461330.500000 Penalty: 3306.473389
	Iteration 105Q: 3 clusters Score -7461330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -7461349.000000 Penalty: 3306.473389
	Iteration 106Q: 3 clusters Score -7461349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -7461352.000000 Penalty: 3306.473389
	Iteration 107Q: 3 clusters Score -7461352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -7461345.000000 Penalty: 3306.473389
	Iteration 108Q: 3 clusters Score -7461345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7461359.000000 Penalty: 3306.473389
	Iteration 109Q: 3 clusters Score -7461359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -7461368.000000 Penalty: 3306.473389
	Iteration 110Q: 3 clusters Score -7461368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7461382.500000 Penalty: 3306.473389
	Iteration 111Q: 3 clusters Score -7461382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7461391.000000 Penalty: 3306.473389
	Iteration 112Q: 3 clusters Score -7461391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -7461388.500000 Penalty: 3306.473389
	Iteration 113Q: 3 clusters Score -7461388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7461388.500000 Penalty: 3306.473389
	Iteration 114Q: 3 clusters Score -7461388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -7461406.000000 Penalty: 3306.473389
	Iteration 115Q: 3 clusters Score -7461406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -7461410.500000 Penalty: 3306.473389
	Iteration 116Q: 3 clusters Score -7461410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -7461417.000000 Penalty: 3306.473389
	Iteration 117Q: 3 clusters Score -7461417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7461406.500000 Penalty: 3306.473389
	Iteration 118Q: 3 clusters Score -7461406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -7461409.000000 Penalty: 3306.473389
	Iteration 119Q: 3 clusters Score -7461409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -7461411.500000 Penalty: 3306.473389
	Iteration 120F: 3 clusters Score -7461412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -7461399.000000 Penalty: 3306.473389
	Iteration 121Q: 3 clusters Score -7461399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7461394.500000 Penalty: 3306.473389
	Iteration 122Q: 3 clusters Score -7461394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7461393.000000 Penalty: 3306.473389
	Iteration 123Q: 3 clusters Score -7461393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -7461386.000000 Penalty: 3306.473389
	Iteration 124Q: 3 clusters Score -7461386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -7461387.000000 Penalty: 3306.473389
	Iteration 125Q: 3 clusters Score -7461387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -7461392.000000 Penalty: 3306.473389
	Iteration 126Q: 3 clusters Score -7461392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -7461396.000000 Penalty: 3306.473389
	Iteration 127Q: 3 clusters Score -7461396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7461390.000000 Penalty: 3306.473389
	Iteration 128Q: 3 clusters Score -7461390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -7461404.500000 Penalty: 3306.473389
	Iteration 129Q: 3 clusters Score -7461404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -7461396.000000 Penalty: 3306.473389
	Iteration 130Q: 3 clusters Score -7461396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7461387.500000 Penalty: 3306.473389
	Iteration 131Q: 3 clusters Score -7461388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -7461403.500000 Penalty: 3306.473389
	Iteration 132Q: 3 clusters Score -7461404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7461392.500000 Penalty: 3306.473389
	Iteration 133Q: 3 clusters Score -7461392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7461395.500000 Penalty: 3306.473389
	Iteration 134Q: 3 clusters Score -7461396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -7461395.000000 Penalty: 3306.473389
	Iteration 135Q: 3 clusters Score -7461395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -7461392.000000 Penalty: 3306.473389
	Iteration 136Q: 3 clusters Score -7461392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -7461397.000000 Penalty: 3306.473389
	Iteration 137Q: 3 clusters Score -7461397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -7461391.000000 Penalty: 3306.473389
	Iteration 138Q: 3 clusters Score -7461391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -7461380.500000 Penalty: 3306.473389
	Iteration 139Q: 3 clusters Score -7461380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -7461375.000000 Penalty: 3306.473389
	Iteration 140F: 3 clusters Score -7461375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -7461368.500000 Penalty: 3306.473389
	Iteration 141Q: 3 clusters Score -7461368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7461368.500000 Penalty: 3306.473389
	Iteration 142Q: 3 clusters Score -7461368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7461379.500000 Penalty: 3306.473389
	Iteration 143Q: 3 clusters Score -7461380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7461371.000000 Penalty: 3306.473389
	Iteration 144Q: 3 clusters Score -7461371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -7461376.500000 Penalty: 3306.473389
	Iteration 145Q: 3 clusters Score -7461376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -7461377.500000 Penalty: 3306.473389
	Iteration 146Q: 3 clusters Score -7461378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -7461386.500000 Penalty: 3306.473389
	Iteration 147Q: 3 clusters Score -7461386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7461395.500000 Penalty: 3306.473389
	Iteration 148Q: 3 clusters Score -7461396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7461381.000000 Penalty: 3306.473389
	Iteration 149Q: 3 clusters Score -7461381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -7461395.000000 Penalty: 3306.473389
	Iteration 150Q: 3 clusters Score -7461395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -7461388.000000 Penalty: 3306.473389
	Iteration 151Q: 3 clusters Score -7461388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -7461393.000000 Penalty: 3306.473389
	Iteration 152Q: 3 clusters Score -7461393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -7461400.000000 Penalty: 3306.473389
	Iteration 153Q: 3 clusters Score -7461400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -7461394.500000 Penalty: 3306.473389
	Iteration 154Q: 3 clusters Score -7461394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -7461413.500000 Penalty: 3306.473389
	Iteration 155Q: 3 clusters Score -7461414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7461417.500000 Penalty: 3306.473389
	Iteration 156Q: 3 clusters Score -7461418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -7461410.500000 Penalty: 3306.473389
	Iteration 157Q: 3 clusters Score -7461410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7461423.500000 Penalty: 3306.473389
	Iteration 158Q: 3 clusters Score -7461424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -7461428.500000 Penalty: 3306.473389
	Iteration 159Q: 3 clusters Score -7461428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -7461419.500000 Penalty: 3306.473389
	Iteration 160F: 3 clusters Score -7461420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -7461428.000000 Penalty: 3306.473389
	Iteration 161Q: 3 clusters Score -7461428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7461418.000000 Penalty: 3306.473389
	Iteration 162Q: 3 clusters Score -7461418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -7461403.500000 Penalty: 3306.473389
	Iteration 163Q: 3 clusters Score -7461404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -7461405.500000 Penalty: 3306.473389
	Iteration 164Q: 3 clusters Score -7461406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -7461413.500000 Penalty: 3306.473389
	Iteration 165Q: 3 clusters Score -7461414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -7461412.000000 Penalty: 3306.473389
	Iteration 166Q: 3 clusters Score -7461412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -7461409.000000 Penalty: 3306.473389
	Iteration 167Q: 3 clusters Score -7461409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -7461409.500000 Penalty: 3306.473389
	Iteration 168Q: 3 clusters Score -7461410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -7461419.500000 Penalty: 3306.473389
	Iteration 169Q: 3 clusters Score -7461420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7461408.500000 Penalty: 3306.473389
	Iteration 170Q: 3 clusters Score -7461408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -7461405.500000 Penalty: 3306.473389
	Iteration 171Q: 3 clusters Score -7461406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -7461398.000000 Penalty: 3306.473389
	Iteration 172Q: 3 clusters Score -7461398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -7461404.500000 Penalty: 3306.473389
	Iteration 173Q: 3 clusters Score -7461404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -7461415.000000 Penalty: 3306.473389
	Iteration 174Q: 3 clusters Score -7461415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -7461417.500000 Penalty: 3306.473389
	Iteration 175Q: 3 clusters Score -7461418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -7461417.000000 Penalty: 3306.473389
	Iteration 176Q: 3 clusters Score -7461417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -7461396.000000 Penalty: 3306.473389
	Iteration 177Q: 3 clusters Score -7461396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7461418.500000 Penalty: 3306.473389
	Iteration 178Q: 3 clusters Score -7461418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -7461409.000000 Penalty: 3306.473389
	Iteration 179Q: 3 clusters Score -7461409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -7461407.500000 Penalty: 3306.473389
	Iteration 180F: 3 clusters Score -7461408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -7461409.000000 Penalty: 3306.473389
	Iteration 181Q: 3 clusters Score -7461409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -7461426.000000 Penalty: 3306.473389
	Iteration 182Q: 3 clusters Score -7461426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -7461424.000000 Penalty: 3306.473389
	Iteration 183Q: 3 clusters Score -7461424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7461419.500000 Penalty: 3306.473389
	Iteration 184Q: 3 clusters Score -7461420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -7461421.500000 Penalty: 3306.473389
	Iteration 185Q: 3 clusters Score -7461422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -7461437.500000 Penalty: 3306.473389
	Iteration 186Q: 3 clusters Score -7461438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -7461435.500000 Penalty: 3306.473389
	Iteration 187Q: 3 clusters Score -7461436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -7461426.000000 Penalty: 3306.473389
	Iteration 188Q: 3 clusters Score -7461426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -7461438.000000 Penalty: 3306.473389
	Iteration 189Q: 3 clusters Score -7461438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -7461441.500000 Penalty: 3306.473389
	Iteration 190Q: 3 clusters Score -7461442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -7461447.500000 Penalty: 3306.473389
	Iteration 191Q: 3 clusters Score -7461448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7461448.500000 Penalty: 3306.473389
	Iteration 192Q: 3 clusters Score -7461448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -7461457.500000 Penalty: 3306.473389
	Iteration 193Q: 3 clusters Score -7461458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7461464.500000 Penalty: 3306.473389
	Iteration 194Q: 3 clusters Score -7461464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -7461476.500000 Penalty: 3306.473389
	Iteration 195Q: 3 clusters Score -7461476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -7461478.000000 Penalty: 3306.473389
	Iteration 196Q: 3 clusters Score -7461478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -7461497.500000 Penalty: 3306.473389
	Iteration 197Q: 3 clusters Score -7461498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -7461481.000000 Penalty: 3306.473389
	Iteration 198Q: 3 clusters Score -7461481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -7461487.000000 Penalty: 3306.473389
	Iteration 199Q: 3 clusters Score -7461487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7461477.500000 Penalty: 3306.473389
	Iteration 200F: 3 clusters Score -7461478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -7461484.500000 Penalty: 3306.473389
	Iteration 201Q: 3 clusters Score -7461484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -7461468.000000 Penalty: 3306.473389
	Iteration 202Q: 3 clusters Score -7461468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7461475.500000 Penalty: 3306.473389
	Iteration 203Q: 3 clusters Score -7461476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -7461472.500000 Penalty: 3306.473389
	Iteration 204Q: 3 clusters Score -7461472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -7461480.500000 Penalty: 3306.473389
	Iteration 205Q: 3 clusters Score -7461480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7461468.000000 Penalty: 3306.473389
	Iteration 206Q: 3 clusters Score -7461468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -7461469.500000 Penalty: 3306.473389
	Iteration 207Q: 3 clusters Score -7461470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -7461465.000000 Penalty: 3306.473389
	Iteration 208Q: 3 clusters Score -7461465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7461451.500000 Penalty: 3306.473389
	Iteration 209Q: 3 clusters Score -7461452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -7461445.500000 Penalty: 3306.473389
	Iteration 210Q: 3 clusters Score -7461446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -7461452.500000 Penalty: 3306.473389
	Iteration 211Q: 3 clusters Score -7461452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -7461446.000000 Penalty: 3306.473389
	Iteration 212Q: 3 clusters Score -7461446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -7461439.500000 Penalty: 3306.473389
	Iteration 213Q: 3 clusters Score -7461440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -7461446.000000 Penalty: 3306.473389
	Iteration 214Q: 3 clusters Score -7461446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -7461456.500000 Penalty: 3306.473389
	Iteration 215Q: 3 clusters Score -7461456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -7461460.500000 Penalty: 3306.473389
	Iteration 216Q: 3 clusters Score -7461460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -7461464.000000 Penalty: 3306.473389
	Iteration 217Q: 3 clusters Score -7461464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -7461462.500000 Penalty: 3306.473389
	Iteration 218Q: 3 clusters Score -7461462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -7461469.000000 Penalty: 3306.473389
	Iteration 219Q: 3 clusters Score -7461469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -7461471.000000 Penalty: 3306.473389
	Iteration 220F: 3 clusters Score -7461471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -7461472.500000 Penalty: 3306.473389
	Iteration 221Q: 3 clusters Score -7461472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -7461462.500000 Penalty: 3306.473389
	Iteration 222Q: 3 clusters Score -7461462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -7461469.000000 Penalty: 3306.473389
	Iteration 223Q: 3 clusters Score -7461469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -7461486.500000 Penalty: 3306.473389
	Iteration 224Q: 3 clusters Score -7461486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -7461492.500000 Penalty: 3306.473389
	Iteration 225Q: 3 clusters Score -7461492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -7461487.000000 Penalty: 3306.473389
	Iteration 226Q: 3 clusters Score -7461487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -7461497.000000 Penalty: 3306.473389
	Iteration 227Q: 3 clusters Score -7461497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -7461495.500000 Penalty: 3306.473389
	Iteration 228Q: 3 clusters Score -7461496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7461497.000000 Penalty: 3306.473389
	Iteration 229Q: 3 clusters Score -7461497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -7461500.000000 Penalty: 3306.473389
	Iteration 230Q: 3 clusters Score -7461500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -7461486.500000 Penalty: 3306.473389
	Iteration 231Q: 3 clusters Score -7461486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -7461492.500000 Penalty: 3306.473389
	Iteration 232Q: 3 clusters Score -7461492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -7461505.500000 Penalty: 3306.473389
	Iteration 233Q: 3 clusters Score -7461506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -7461499.000000 Penalty: 3306.473389
	Iteration 234Q: 3 clusters Score -7461499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -7461485.000000 Penalty: 3306.473389
	Iteration 235Q: 3 clusters Score -7461485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -7461486.000000 Penalty: 3306.473389
	Iteration 236Q: 3 clusters Score -7461486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -7461478.000000 Penalty: 3306.473389
	Iteration 237Q: 3 clusters Score -7461478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -7461470.500000 Penalty: 3306.473389
	Iteration 238Q: 3 clusters Score -7461470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -7461468.500000 Penalty: 3306.473389
	Iteration 239Q: 3 clusters Score -7461468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -7461485.500000 Penalty: 3306.473389
	Iteration 240F: 3 clusters Score -7461486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -7461490.500000 Penalty: 3306.473389
	Iteration 241Q: 3 clusters Score -7461490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -7461498.000000 Penalty: 3306.473389
	Iteration 242Q: 3 clusters Score -7461498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -7461504.000000 Penalty: 3306.473389
	Iteration 243Q: 3 clusters Score -7461504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -7461509.500000 Penalty: 3306.473389
	Iteration 244Q: 3 clusters Score -7461510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -7461519.500000 Penalty: 3306.473389
	Iteration 245Q: 3 clusters Score -7461520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -7461515.500000 Penalty: 3306.473389
	Iteration 246Q: 3 clusters Score -7461516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7461521.000000 Penalty: 3306.473389
	Iteration 247Q: 3 clusters Score -7461521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -7461528.000000 Penalty: 3306.473389
	Iteration 248Q: 3 clusters Score -7461528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -7461536.000000 Penalty: 3306.473389
	Iteration 249Q: 3 clusters Score -7461536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -7461533.500000 Penalty: 3306.473389
	Iteration 250Q: 3 clusters Score -7461534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -7461534.000000 Penalty: 3306.473389
	Iteration 251Q: 3 clusters Score -7461534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -7461530.000000 Penalty: 3306.473389
	Iteration 252Q: 3 clusters Score -7461530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -7461538.500000 Penalty: 3306.473389
	Iteration 253Q: 3 clusters Score -7461538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -7461534.000000 Penalty: 3306.473389
	Iteration 254Q: 3 clusters Score -7461534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -7461531.500000 Penalty: 3306.473389
	Iteration 255Q: 3 clusters Score -7461532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7461524.000000 Penalty: 3306.473389
	Iteration 256Q: 3 clusters Score -7461524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -7461538.500000 Penalty: 3306.473389
	Iteration 257Q: 3 clusters Score -7461538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -7461538.000000 Penalty: 3306.473389
	Iteration 258Q: 3 clusters Score -7461538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -7461533.500000 Penalty: 3306.473389
	Iteration 259Q: 3 clusters Score -7461534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7461547.500000 Penalty: 3306.473389
	Iteration 260F: 3 clusters Score -7461548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -7461548.000000 Penalty: 3306.473389
	Iteration 261Q: 3 clusters Score -7461548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -7461552.000000 Penalty: 3306.473389
	Iteration 262Q: 3 clusters Score -7461552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -7461550.000000 Penalty: 3306.473389
	Iteration 263Q: 3 clusters Score -7461550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -7461555.500000 Penalty: 3306.473389
	Iteration 264Q: 3 clusters Score -7461556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -7461564.500000 Penalty: 3306.473389
	Iteration 265Q: 3 clusters Score -7461564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7461568.000000 Penalty: 3306.473389
	Iteration 266Q: 3 clusters Score -7461568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -7461571.500000 Penalty: 3306.473389
	Iteration 267Q: 3 clusters Score -7461572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -7461574.500000 Penalty: 3306.473389
	Iteration 268Q: 3 clusters Score -7461574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -7461575.500000 Penalty: 3306.473389
	Iteration 269Q: 3 clusters Score -7461576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -7461576.000000 Penalty: 3306.473389
	Iteration 270Q: 3 clusters Score -7461576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7461590.000000 Penalty: 3306.473389
	Iteration 271Q: 3 clusters Score -7461590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -7461598.000000 Penalty: 3306.473389
	Iteration 272Q: 3 clusters Score -7461598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -7461589.500000 Penalty: 3306.473389
	Iteration 273Q: 3 clusters Score -7461590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -7461582.500000 Penalty: 3306.473389
	Iteration 274Q: 3 clusters Score -7461582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -7461581.500000 Penalty: 3306.473389
	Iteration 275Q: 3 clusters Score -7461582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -7461588.500000 Penalty: 3306.473389
	Iteration 276Q: 3 clusters Score -7461588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7461579.000000 Penalty: 3306.473389
	Iteration 277Q: 3 clusters Score -7461579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7461592.500000 Penalty: 3306.473389
	Iteration 278Q: 3 clusters Score -7461592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -7461587.000000 Penalty: 3306.473389
	Iteration 279Q: 3 clusters Score -7461587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -7461614.000000 Penalty: 3306.473389
	Iteration 280F: 3 clusters Score -7461614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -7461605.500000 Penalty: 3306.473389
	Iteration 281Q: 3 clusters Score -7461606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -7461611.000000 Penalty: 3306.473389
	Iteration 282Q: 3 clusters Score -7461611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -7461618.000000 Penalty: 3306.473389
	Iteration 283Q: 3 clusters Score -7461618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -7461623.000000 Penalty: 3306.473389
	Iteration 284Q: 3 clusters Score -7461623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -7461623.000000 Penalty: 3306.473389
	Iteration 285Q: 3 clusters Score -7461623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -7461635.000000 Penalty: 3306.473389
	Iteration 286Q: 3 clusters Score -7461635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -7461633.000000 Penalty: 3306.473389
	Iteration 287Q: 3 clusters Score -7461633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -7461635.000000 Penalty: 3306.473389
	Iteration 288Q: 3 clusters Score -7461635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -7461630.500000 Penalty: 3306.473389
	Iteration 289Q: 3 clusters Score -7461630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -7461626.500000 Penalty: 3306.473389
	Iteration 290Q: 3 clusters Score -7461626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -7461649.000000 Penalty: 3306.473389
	Iteration 291Q: 3 clusters Score -7461649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7461661.500000 Penalty: 3306.473389
	Iteration 292Q: 3 clusters Score -7461662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -7461657.500000 Penalty: 3306.473389
	Iteration 293Q: 3 clusters Score -7461658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -7461680.500000 Penalty: 3306.473389
	Iteration 294Q: 3 clusters Score -7461680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -7461688.500000 Penalty: 3306.473389
	Iteration 295Q: 3 clusters Score -7461688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7461689.500000 Penalty: 3306.473389
	Iteration 296Q: 3 clusters Score -7461690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -7461685.500000 Penalty: 3306.473389
	Iteration 297Q: 3 clusters Score -7461686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -7461688.500000 Penalty: 3306.473389
	Iteration 298Q: 3 clusters Score -7461688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7461691.000000 Penalty: 3306.473389
	Iteration 299Q: 3 clusters Score -7461691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -7461691.500000 Penalty: 3306.473389
	Iteration 300F: 3 clusters Score -7461692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7461705.500000 Penalty: 3306.473389
	Iteration 301Q: 3 clusters Score -7461706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -7461704.500000 Penalty: 3306.473389
	Iteration 302Q: 3 clusters Score -7461704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -7461712.000000 Penalty: 3306.473389
	Iteration 303Q: 3 clusters Score -7461712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -7461726.500000 Penalty: 3306.473389
	Iteration 304Q: 3 clusters Score -7461726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -7461715.000000 Penalty: 3306.473389
	Iteration 305Q: 3 clusters Score -7461715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -7461710.000000 Penalty: 3306.473389
	Iteration 306Q: 3 clusters Score -7461710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7461725.000000 Penalty: 3306.473389
	Iteration 307Q: 3 clusters Score -7461725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7461728.500000 Penalty: 3306.473389
	Iteration 308Q: 3 clusters Score -7461728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -7461736.500000 Penalty: 3306.473389
	Iteration 309Q: 3 clusters Score -7461736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -7461743.000000 Penalty: 3306.473389
	Iteration 310Q: 3 clusters Score -7461743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -7461749.000000 Penalty: 3306.473389
	Iteration 311Q: 3 clusters Score -7461749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -7461751.500000 Penalty: 3306.473389
	Iteration 312Q: 3 clusters Score -7461752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -7461748.500000 Penalty: 3306.473389
	Iteration 313Q: 3 clusters Score -7461748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -7461752.000000 Penalty: 3306.473389
	Iteration 314Q: 3 clusters Score -7461752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -7461743.500000 Penalty: 3306.473389
	Iteration 315Q: 3 clusters Score -7461744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -7461751.500000 Penalty: 3306.473389
	Iteration 316Q: 3 clusters Score -7461752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -7461751.000000 Penalty: 3306.473389
	Iteration 317Q: 3 clusters Score -7461751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7461746.000000 Penalty: 3306.473389
	Iteration 318Q: 3 clusters Score -7461746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -7461766.500000 Penalty: 3306.473389
	Iteration 319Q: 3 clusters Score -7461766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -7461767.500000 Penalty: 3306.473389
	Iteration 320F: 3 clusters Score -7461768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -7461764.500000 Penalty: 3306.473389
	Iteration 321Q: 3 clusters Score -7461764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -7461766.500000 Penalty: 3306.473389
	Iteration 322Q: 3 clusters Score -7461766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -7461770.500000 Penalty: 3306.473389
	Iteration 323Q: 3 clusters Score -7461770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -7461779.500000 Penalty: 3306.473389
	Iteration 324Q: 3 clusters Score -7461780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -7461784.000000 Penalty: 3306.473389
	Iteration 325Q: 3 clusters Score -7461784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -7461771.000000 Penalty: 3306.473389
	Iteration 326Q: 3 clusters Score -7461771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -7461762.500000 Penalty: 3306.473389
	Iteration 327Q: 3 clusters Score -7461762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -7461763.500000 Penalty: 3306.473389
	Iteration 328Q: 3 clusters Score -7461764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -7461770.500000 Penalty: 3306.473389
	Iteration 329Q: 3 clusters Score -7461770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -7461772.000000 Penalty: 3306.473389
	Iteration 330Q: 3 clusters Score -7461772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -7461773.500000 Penalty: 3306.473389
	Iteration 331Q: 3 clusters Score -7461774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -7461775.000000 Penalty: 3306.473389
	Iteration 332Q: 3 clusters Score -7461775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -7461771.000000 Penalty: 3306.473389
	Iteration 333Q: 3 clusters Score -7461771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -7461781.500000 Penalty: 3306.473389
	Iteration 334Q: 3 clusters Score -7461782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -7461782.000000 Penalty: 3306.473389
	Iteration 335Q: 3 clusters Score -7461782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -7461783.000000 Penalty: 3306.473389
	Iteration 336Q: 3 clusters Score -7461783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -7461776.500000 Penalty: 3306.473389
	Iteration 337Q: 3 clusters Score -7461776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -7461776.500000 Penalty: 3306.473389
	Iteration 338Q: 3 clusters Score -7461776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -7461785.500000 Penalty: 3306.473389
	Iteration 339Q: 3 clusters Score -7461786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -7461788.000000 Penalty: 3306.473389
	Iteration 340F: 3 clusters Score -7461788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -7461792.000000 Penalty: 3306.473389
	Iteration 341Q: 3 clusters Score -7461792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -7461792.000000 Penalty: 3306.473389
	Iteration 342Q: 3 clusters Score -7461792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -7461792.500000 Penalty: 3306.473389
	Iteration 343Q: 3 clusters Score -7461792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -7461787.500000 Penalty: 3306.473389
	Iteration 344Q: 3 clusters Score -7461788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -7461794.500000 Penalty: 3306.473389
	Iteration 345Q: 3 clusters Score -7461794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -7461793.000000 Penalty: 3306.473389
	Iteration 346Q: 3 clusters Score -7461793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -7461786.000000 Penalty: 3306.473389
	Iteration 347Q: 3 clusters Score -7461786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -7461780.500000 Penalty: 3306.473389
	Iteration 348Q: 3 clusters Score -7461780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -7461792.500000 Penalty: 3306.473389
	Iteration 349Q: 3 clusters Score -7461792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -7461786.500000 Penalty: 3306.473389
	Iteration 350Q: 3 clusters Score -7461786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -7461800.500000 Penalty: 3306.473389
	Iteration 351Q: 3 clusters Score -7461800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -7461798.500000 Penalty: 3306.473389
	Iteration 352Q: 3 clusters Score -7461798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -7461809.000000 Penalty: 3306.473389
	Iteration 353Q: 3 clusters Score -7461809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -7461813.500000 Penalty: 3306.473389
	Iteration 354Q: 3 clusters Score -7461814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -7461794.500000 Penalty: 3306.473389
	Iteration 355Q: 3 clusters Score -7461794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -7461795.000000 Penalty: 3306.473389
	Iteration 356Q: 3 clusters Score -7461795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -7461799.500000 Penalty: 3306.473389
	Iteration 357Q: 3 clusters Score -7461800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -7461823.500000 Penalty: 3306.473389
	Iteration 358Q: 3 clusters Score -7461824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -7461815.500000 Penalty: 3306.473389
	Iteration 359Q: 3 clusters Score -7461816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -7461805.000000 Penalty: 3306.473389
	Iteration 360F: 3 clusters Score -7461805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -7461810.500000 Penalty: 3306.473389
	Iteration 361Q: 3 clusters Score -7461810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -7461814.500000 Penalty: 3306.473389
	Iteration 362Q: 3 clusters Score -7461814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -7461816.000000 Penalty: 3306.473389
	Iteration 363Q: 3 clusters Score -7461816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -7461810.500000 Penalty: 3306.473389
	Iteration 364Q: 3 clusters Score -7461810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -7461806.500000 Penalty: 3306.473389
	Iteration 365Q: 3 clusters Score -7461806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7461807.500000 Penalty: 3306.473389
	Iteration 366Q: 3 clusters Score -7461808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -7461800.500000 Penalty: 3306.473389
	Iteration 367Q: 3 clusters Score -7461800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7461810.000000 Penalty: 3306.473389
	Iteration 368Q: 3 clusters Score -7461810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -7461813.500000 Penalty: 3306.473389
	Iteration 369Q: 3 clusters Score -7461814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -7461809.500000 Penalty: 3306.473389
	Iteration 370Q: 3 clusters Score -7461810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -7461818.500000 Penalty: 3306.473389
	Iteration 371Q: 3 clusters Score -7461818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -7461821.500000 Penalty: 3306.473389
	Iteration 372Q: 3 clusters Score -7461822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -7461822.500000 Penalty: 3306.473389
	Iteration 373Q: 3 clusters Score -7461822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -7461825.000000 Penalty: 3306.473389
	Iteration 374Q: 3 clusters Score -7461825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7461826.000000 Penalty: 3306.473389
	Iteration 375Q: 3 clusters Score -7461826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -7461827.500000 Penalty: 3306.473389
	Iteration 376Q: 3 clusters Score -7461828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -7461824.500000 Penalty: 3306.473389
	Iteration 377Q: 3 clusters Score -7461824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -7461824.500000 Penalty: 3306.473389
	Iteration 378F: 3 clusters Score -7461824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -41920.863281 Penalty: 912.972046
	Iteration 0F: 2 clusters Score -41920.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41077.507812 Penalty: 1825.944092
	Iteration 0F: 3 clusters Score -41077.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41245.378906 Penalty: 1825.944092
	Iteration 1F: 3 clusters Score -41245.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41280.480469 Penalty: 1825.944092
	Iteration 2Q: 3 clusters Score -41280.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41292.730469 Penalty: 1825.944092
	Iteration 3Q: 3 clusters Score -41292.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41297.773438 Penalty: 1825.944092
	Iteration 4Q: 3 clusters Score -41297.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41307.359375 Penalty: 1825.944092
	Iteration 5Q: 3 clusters Score -41307.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41311.109375 Penalty: 1825.944092
	Iteration 6Q: 3 clusters Score -41311.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41312.449219 Penalty: 1825.944092
	Iteration 7Q: 3 clusters Score -41312.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41313.933594 Penalty: 1825.944092
	Iteration 8Q: 3 clusters Score -41313.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41315.421875 Penalty: 1825.944092
	Iteration 9Q: 3 clusters Score -41315.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41316.015625 Penalty: 1825.944092
	Iteration 10Q: 3 clusters Score -41316.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41316.015625 Penalty: 1825.944092
	Iteration 11F: 3 clusters Score -41316.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -546597.312500 Penalty: 1268.573608
	Iteration 0F: 2 clusters Score -546597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -543000.812500 Penalty: 2537.147217
	Iteration 0F: 3 clusters Score -543000.8 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -544150.187500 Penalty: 2537.147217
	Iteration 1F: 3 clusters Score -544150.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -544427.062500 Penalty: 2537.147217
	Iteration 2F: 3 clusters Score -544427.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -544645.125000 Penalty: 2537.147217
	Iteration 3F: 3 clusters Score -544645.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -544824.625000 Penalty: 2537.147217
	Iteration 4Q: 3 clusters Score -544824.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -544963.375000 Penalty: 2537.147217
	Iteration 5Q: 3 clusters Score -544963.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -545065.625000 Penalty: 2537.147217
	Iteration 6Q: 3 clusters Score -545065.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -545144.937500 Penalty: 2537.147217
	Iteration 7Q: 3 clusters Score -545144.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -545220.875000 Penalty: 2537.147217
	Iteration 8Q: 3 clusters Score -545220.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -545278.750000 Penalty: 2537.147217
	Iteration 9Q: 3 clusters Score -545278.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -545335.125000 Penalty: 2537.147217
	Iteration 10Q: 3 clusters Score -545335.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -545391.312500 Penalty: 2537.147217
	Iteration 11Q: 3 clusters Score -545391.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -545440.625000 Penalty: 2537.147217
	Iteration 12Q: 3 clusters Score -545440.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -545480.750000 Penalty: 2537.147217
	Iteration 13Q: 3 clusters Score -545480.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -545499.750000 Penalty: 2537.147217
	Iteration 14Q: 3 clusters Score -545499.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -545517.062500 Penalty: 2537.147217
	Iteration 15Q: 3 clusters Score -545517.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -545528.187500 Penalty: 2537.147217
	Iteration 16Q: 3 clusters Score -545528.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -545540.625000 Penalty: 2537.147217
	Iteration 17Q: 3 clusters Score -545540.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -545549.937500 Penalty: 2537.147217
	Iteration 18Q: 3 clusters Score -545549.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -545560.312500 Penalty: 2537.147217
	Iteration 19Q: 3 clusters Score -545560.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -545575.875000 Penalty: 2537.147217
	Iteration 20F: 3 clusters Score -545575.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -545591.187500 Penalty: 2537.147217
	Iteration 21Q: 3 clusters Score -545591.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -545607.437500 Penalty: 2537.147217
	Iteration 22Q: 3 clusters Score -545607.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -545623.687500 Penalty: 2537.147217
	Iteration 23Q: 3 clusters Score -545623.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -545636.312500 Penalty: 2537.147217
	Iteration 24Q: 3 clusters Score -545636.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -545650.125000 Penalty: 2537.147217
	Iteration 25Q: 3 clusters Score -545650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -545661.187500 Penalty: 2537.147217
	Iteration 26Q: 3 clusters Score -545661.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -545670.562500 Penalty: 2537.147217
	Iteration 27Q: 3 clusters Score -545670.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -545677.750000 Penalty: 2537.147217
	Iteration 28Q: 3 clusters Score -545677.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -545684.625000 Penalty: 2537.147217
	Iteration 29Q: 3 clusters Score -545684.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -545691.312500 Penalty: 2537.147217
	Iteration 30Q: 3 clusters Score -545691.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -545693.937500 Penalty: 2537.147217
	Iteration 31Q: 3 clusters Score -545693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -545697.000000 Penalty: 2537.147217
	Iteration 32Q: 3 clusters Score -545697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -545699.687500 Penalty: 2537.147217
	Iteration 33Q: 3 clusters Score -545699.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -545702.937500 Penalty: 2537.147217
	Iteration 34Q: 3 clusters Score -545702.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -545707.437500 Penalty: 2537.147217
	Iteration 35Q: 3 clusters Score -545707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -545713.437500 Penalty: 2537.147217
	Iteration 36Q: 3 clusters Score -545713.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -545718.750000 Penalty: 2537.147217
	Iteration 37Q: 3 clusters Score -545718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -545721.562500 Penalty: 2537.147217
	Iteration 38Q: 3 clusters Score -545721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -545726.187500 Penalty: 2537.147217
	Iteration 39Q: 3 clusters Score -545726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -545730.250000 Penalty: 2537.147217
	Iteration 40F: 3 clusters Score -545730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -545737.625000 Penalty: 2537.147217
	Iteration 41Q: 3 clusters Score -545737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -545742.375000 Penalty: 2537.147217
	Iteration 42Q: 3 clusters Score -545742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -545748.000000 Penalty: 2537.147217
	Iteration 43Q: 3 clusters Score -545748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -545753.250000 Penalty: 2537.147217
	Iteration 44Q: 3 clusters Score -545753.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -545760.812500 Penalty: 2537.147217
	Iteration 45Q: 3 clusters Score -545760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -545770.375000 Penalty: 2537.147217
	Iteration 46Q: 3 clusters Score -545770.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -545780.250000 Penalty: 2537.147217
	Iteration 47Q: 3 clusters Score -545780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -545788.437500 Penalty: 2537.147217
	Iteration 48Q: 3 clusters Score -545788.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -545795.312500 Penalty: 2537.147217
	Iteration 49Q: 3 clusters Score -545795.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -545801.937500 Penalty: 2537.147217
	Iteration 50Q: 3 clusters Score -545801.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -545808.375000 Penalty: 2537.147217
	Iteration 51Q: 3 clusters Score -545808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -545815.375000 Penalty: 2537.147217
	Iteration 52Q: 3 clusters Score -545815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -545820.437500 Penalty: 2537.147217
	Iteration 53Q: 3 clusters Score -545820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -545824.625000 Penalty: 2537.147217
	Iteration 54Q: 3 clusters Score -545824.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -545830.625000 Penalty: 2537.147217
	Iteration 55Q: 3 clusters Score -545830.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -545833.500000 Penalty: 2537.147217
	Iteration 56Q: 3 clusters Score -545833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -545838.875000 Penalty: 2537.147217
	Iteration 57Q: 3 clusters Score -545838.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -545847.875000 Penalty: 2537.147217
	Iteration 58Q: 3 clusters Score -545847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -545854.625000 Penalty: 2537.147217
	Iteration 59Q: 3 clusters Score -545854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -545858.750000 Penalty: 2537.147217
	Iteration 60F: 3 clusters Score -545858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -545863.125000 Penalty: 2537.147217
	Iteration 61Q: 3 clusters Score -545863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -545866.125000 Penalty: 2537.147217
	Iteration 62Q: 3 clusters Score -545866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -545870.437500 Penalty: 2537.147217
	Iteration 63Q: 3 clusters Score -545870.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -545873.687500 Penalty: 2537.147217
	Iteration 64Q: 3 clusters Score -545873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -545878.937500 Penalty: 2537.147217
	Iteration 65Q: 3 clusters Score -545878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -545880.875000 Penalty: 2537.147217
	Iteration 66Q: 3 clusters Score -545880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -545883.687500 Penalty: 2537.147217
	Iteration 67Q: 3 clusters Score -545883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -545884.687500 Penalty: 2537.147217
	Iteration 68Q: 3 clusters Score -545884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -545887.500000 Penalty: 2537.147217
	Iteration 69Q: 3 clusters Score -545887.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -545890.687500 Penalty: 2537.147217
	Iteration 70Q: 3 clusters Score -545890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -545890.937500 Penalty: 2537.147217
	Iteration 71Q: 3 clusters Score -545890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -545894.812500 Penalty: 2537.147217
	Iteration 72Q: 3 clusters Score -545894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -545896.937500 Penalty: 2537.147217
	Iteration 73Q: 3 clusters Score -545896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -545900.312500 Penalty: 2537.147217
	Iteration 74Q: 3 clusters Score -545900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -545901.937500 Penalty: 2537.147217
	Iteration 75Q: 3 clusters Score -545901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -545903.812500 Penalty: 2537.147217
	Iteration 76Q: 3 clusters Score -545903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -545904.375000 Penalty: 2537.147217
	Iteration 77Q: 3 clusters Score -545904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -545906.125000 Penalty: 2537.147217
	Iteration 78Q: 3 clusters Score -545906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -545909.062500 Penalty: 2537.147217
	Iteration 79Q: 3 clusters Score -545909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -545915.187500 Penalty: 2537.147217
	Iteration 80F: 3 clusters Score -545915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -545920.500000 Penalty: 2537.147217
	Iteration 81Q: 3 clusters Score -545920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -545924.500000 Penalty: 2537.147217
	Iteration 82Q: 3 clusters Score -545924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -545928.937500 Penalty: 2537.147217
	Iteration 83Q: 3 clusters Score -545928.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -545932.562500 Penalty: 2537.147217
	Iteration 84Q: 3 clusters Score -545932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -545934.687500 Penalty: 2537.147217
	Iteration 85Q: 3 clusters Score -545934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -545936.062500 Penalty: 2537.147217
	Iteration 86Q: 3 clusters Score -545936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -545938.000000 Penalty: 2537.147217
	Iteration 87Q: 3 clusters Score -545938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -545939.375000 Penalty: 2537.147217
	Iteration 88Q: 3 clusters Score -545939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -545940.562500 Penalty: 2537.147217
	Iteration 89Q: 3 clusters Score -545940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -545941.375000 Penalty: 2537.147217
	Iteration 90Q: 3 clusters Score -545941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -545941.375000 Penalty: 2537.147217
	Iteration 91F: 3 clusters Score -545941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -675630.937500 Penalty: 1299.822144
	Iteration 0F: 2 clusters Score -675630.9 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 3084 members 
Entering Unmasked Estep 
Score: -671204.250000 Penalty: 2599.644287
	Iteration 0F: 3 clusters Score -671204.2 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -672583.125000 Penalty: 2599.644287
	Iteration 1F: 3 clusters Score -672583.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -672844.562500 Penalty: 2599.644287
	Iteration 2F: 3 clusters Score -672844.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -673028.750000 Penalty: 2599.644287
	Iteration 3F: 3 clusters Score -673028.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -673148.812500 Penalty: 2599.644287
	Iteration 4Q: 3 clusters Score -673148.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -673264.437500 Penalty: 2599.644287
	Iteration 5Q: 3 clusters Score -673264.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -673370.437500 Penalty: 2599.644287
	Iteration 6Q: 3 clusters Score -673370.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -673459.937500 Penalty: 2599.644287
	Iteration 7Q: 3 clusters Score -673459.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -673542.312500 Penalty: 2599.644287
	Iteration 8Q: 3 clusters Score -673542.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -673621.625000 Penalty: 2599.644287
	Iteration 9Q: 3 clusters Score -673621.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -673699.125000 Penalty: 2599.644287
	Iteration 10Q: 3 clusters Score -673699.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -673775.875000 Penalty: 2599.644287
	Iteration 11Q: 3 clusters Score -673775.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -673853.750000 Penalty: 2599.644287
	Iteration 12Q: 3 clusters Score -673853.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -673946.000000 Penalty: 2599.644287
	Iteration 13Q: 3 clusters Score -673946 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -674036.750000 Penalty: 2599.644287
	Iteration 14Q: 3 clusters Score -674036.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -674117.625000 Penalty: 2599.644287
	Iteration 15Q: 3 clusters Score -674117.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -674212.562500 Penalty: 2599.644287
	Iteration 16Q: 3 clusters Score -674212.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -674305.812500 Penalty: 2599.644287
	Iteration 17Q: 3 clusters Score -674305.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -674408.437500 Penalty: 2599.644287
	Iteration 18Q: 3 clusters Score -674408.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -674513.687500 Penalty: 2599.644287
	Iteration 19Q: 3 clusters Score -674513.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -674614.812500 Penalty: 2599.644287
	Iteration 20F: 3 clusters Score -674614.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -674693.062500 Penalty: 2599.644287
	Iteration 21Q: 3 clusters Score -674693.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -674760.437500 Penalty: 2599.644287
	Iteration 22Q: 3 clusters Score -674760.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -674817.562500 Penalty: 2599.644287
	Iteration 23Q: 3 clusters Score -674817.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -674854.312500 Penalty: 2599.644287
	Iteration 24Q: 3 clusters Score -674854.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -674886.687500 Penalty: 2599.644287
	Iteration 25Q: 3 clusters Score -674886.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -674905.250000 Penalty: 2599.644287
	Iteration 26Q: 3 clusters Score -674905.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -674919.375000 Penalty: 2599.644287
	Iteration 27Q: 3 clusters Score -674919.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -674934.062500 Penalty: 2599.644287
	Iteration 28Q: 3 clusters Score -674934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -674938.562500 Penalty: 2599.644287
	Iteration 29Q: 3 clusters Score -674938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -674944.625000 Penalty: 2599.644287
	Iteration 30Q: 3 clusters Score -674944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -674947.750000 Penalty: 2599.644287
	Iteration 31Q: 3 clusters Score -674947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -674949.375000 Penalty: 2599.644287
	Iteration 32Q: 3 clusters Score -674949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -674949.687500 Penalty: 2599.644287
	Iteration 33Q: 3 clusters Score -674949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -674951.000000 Penalty: 2599.644287
	Iteration 34Q: 3 clusters Score -674951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -674952.375000 Penalty: 2599.644287
	Iteration 35Q: 3 clusters Score -674952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -674952.562500 Penalty: 2599.644287
	Iteration 36Q: 3 clusters Score -674952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -674952.562500 Penalty: 2599.644287
	Iteration 37F: 3 clusters Score -674952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Entering Unmasked Estep 
Score: -901066.812500 Penalty: 1334.117798
	Iteration 0F: 2 clusters Score -901066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -895620.437500 Penalty: 2668.235596
	Iteration 0F: 3 clusters Score -895620.4 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -897318.125000 Penalty: 2668.235596
	Iteration 1F: 3 clusters Score -897318.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -897556.250000 Penalty: 2668.235596
	Iteration 2F: 3 clusters Score -897556.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -897699.687500 Penalty: 2668.235596
	Iteration 3Q: 3 clusters Score -897699.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -897799.562500 Penalty: 2668.235596
	Iteration 4Q: 3 clusters Score -897799.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -897888.000000 Penalty: 2668.235596
	Iteration 5Q: 3 clusters Score -897888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -897964.750000 Penalty: 2668.235596
	Iteration 6Q: 3 clusters Score -897964.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -898035.062500 Penalty: 2668.235596
	Iteration 7Q: 3 clusters Score -898035.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -898092.375000 Penalty: 2668.235596
	Iteration 8Q: 3 clusters Score -898092.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -898152.875000 Penalty: 2668.235596
	Iteration 9Q: 3 clusters Score -898152.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -898203.125000 Penalty: 2668.235596
	Iteration 10Q: 3 clusters Score -898203.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -898248.250000 Penalty: 2668.235596
	Iteration 11Q: 3 clusters Score -898248.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -898284.750000 Penalty: 2668.235596
	Iteration 12Q: 3 clusters Score -898284.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -898327.000000 Penalty: 2668.235596
	Iteration 13Q: 3 clusters Score -898327 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -898374.187500 Penalty: 2668.235596
	Iteration 14Q: 3 clusters Score -898374.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -898440.687500 Penalty: 2668.235596
	Iteration 15Q: 3 clusters Score -898440.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -898504.125000 Penalty: 2668.235596
	Iteration 16Q: 3 clusters Score -898504.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -898580.062500 Penalty: 2668.235596
	Iteration 17Q: 3 clusters Score -898580.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -898659.812500 Penalty: 2668.235596
	Iteration 18Q: 3 clusters Score -898659.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -898743.000000 Penalty: 2668.235596
	Iteration 19Q: 3 clusters Score -898743 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -898847.062500 Penalty: 2668.235596
	Iteration 20F: 3 clusters Score -898847.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -898955.812500 Penalty: 2668.235596
	Iteration 21Q: 3 clusters Score -898955.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -899089.437500 Penalty: 2668.235596
	Iteration 22Q: 3 clusters Score -899089.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -899231.312500 Penalty: 2668.235596
	Iteration 23Q: 3 clusters Score -899231.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -899406.562500 Penalty: 2668.235596
	Iteration 24Q: 3 clusters Score -899406.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -899598.687500 Penalty: 2668.235596
	Iteration 25Q: 3 clusters Score -899598.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -899769.625000 Penalty: 2668.235596
	Iteration 26Q: 3 clusters Score -899769.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -899925.062500 Penalty: 2668.235596
	Iteration 27Q: 3 clusters Score -899925.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -900080.812500 Penalty: 2668.235596
	Iteration 28Q: 3 clusters Score -900080.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -900230.750000 Penalty: 2668.235596
	Iteration 29Q: 3 clusters Score -900230.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -900369.937500 Penalty: 2668.235596
	Iteration 30Q: 3 clusters Score -900369.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -900490.062500 Penalty: 2668.235596
	Iteration 31Q: 3 clusters Score -900490.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -900582.250000 Penalty: 2668.235596
	Iteration 32Q: 3 clusters Score -900582.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -900636.187500 Penalty: 2668.235596
	Iteration 33Q: 3 clusters Score -900636.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -900660.187500 Penalty: 2668.235596
	Iteration 34Q: 3 clusters Score -900660.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -900673.937500 Penalty: 2668.235596
	Iteration 35Q: 3 clusters Score -900673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -900678.875000 Penalty: 2668.235596
	Iteration 36Q: 3 clusters Score -900678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -900683.000000 Penalty: 2668.235596
	Iteration 37Q: 3 clusters Score -900683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -900689.250000 Penalty: 2668.235596
	Iteration 38Q: 3 clusters Score -900689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -900694.812500 Penalty: 2668.235596
	Iteration 39Q: 3 clusters Score -900694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -900695.500000 Penalty: 2668.235596
	Iteration 40F: 3 clusters Score -900695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -900696.750000 Penalty: 2668.235596
	Iteration 41Q: 3 clusters Score -900696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -900697.562500 Penalty: 2668.235596
	Iteration 42Q: 3 clusters Score -900697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -900699.562500 Penalty: 2668.235596
	Iteration 43Q: 3 clusters Score -900699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -900697.625000 Penalty: 2668.235596
	Iteration 44Q: 3 clusters Score -900697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -900699.062500 Penalty: 2668.235596
	Iteration 45Q: 3 clusters Score -900699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -900699.062500 Penalty: 2668.235596
	Iteration 46F: 3 clusters Score -900699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Entering Unmasked Estep 
Score: -8413454.000000 Penalty: 1664.458740
	Iteration 0F: 2 clusters Score -8413454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -8366440.000000 Penalty: 3328.917480
	Iteration 0F: 3 clusters Score -8366440 nChanged 33733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -8385248.500000 Penalty: 3328.917480
	Iteration 1F: 3 clusters Score -8385248 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -8385948.500000 Penalty: 3328.917480
	Iteration 2Q: 3 clusters Score -8385948 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -8386680.500000 Penalty: 3328.917480
	Iteration 3Q: 3 clusters Score -8386680 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -8387670.500000 Penalty: 3328.917480
	Iteration 4Q: 3 clusters Score -8387670 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8388893.000000 Penalty: 3328.917480
	Iteration 5Q: 3 clusters Score -8388893 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -8390569.000000 Penalty: 3328.917480
	Iteration 6Q: 3 clusters Score -8390569 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -8392993.000000 Penalty: 3328.917480
	Iteration 7F: 3 clusters Score -8392993 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -8396176.000000 Penalty: 3328.917480
	Iteration 8F: 3 clusters Score -8396176 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -8399998.000000 Penalty: 3328.917480
	Iteration 9F: 3 clusters Score -8399998 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -8404012.000000 Penalty: 3328.917480
	Iteration 10F: 3 clusters Score -8404012 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -8407423.000000 Penalty: 3328.917480
	Iteration 11F: 3 clusters Score -8407423 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -8409614.000000 Penalty: 3328.917480
	Iteration 12Q: 3 clusters Score -8409614 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -8410836.000000 Penalty: 3328.917480
	Iteration 13Q: 3 clusters Score -8410836 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -8411451.000000 Penalty: 3328.917480
	Iteration 14Q: 3 clusters Score -8411451 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -8411725.000000 Penalty: 3328.917480
	Iteration 15Q: 3 clusters Score -8411725 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
Score: -8411850.000000 Penalty: 3328.917480
	Iteration 16Q: 3 clusters Score -8411850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -8411952.000000 Penalty: 3328.917480
	Iteration 17Q: 3 clusters Score -8411952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -8412020.000000 Penalty: 3328.917480
	Iteration 18Q: 3 clusters Score -8412020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -8412068.000000 Penalty: 3328.917480
	Iteration 19Q: 3 clusters Score -8412068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -8412095.000000 Penalty: 3328.917480
	Iteration 20F: 3 clusters Score -8412095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -8412126.000000 Penalty: 3328.917480
	Iteration 21Q: 3 clusters Score -8412126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -8412137.000000 Penalty: 3328.917480
	Iteration 22Q: 3 clusters Score -8412137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -8412142.000000 Penalty: 3328.917480
	Iteration 23Q: 3 clusters Score -8412142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -8412167.000000 Penalty: 3328.917480
	Iteration 24Q: 3 clusters Score -8412167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -8412165.000000 Penalty: 3328.917480
	Iteration 25Q: 3 clusters Score -8412165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8412170.000000 Penalty: 3328.917480
	Iteration 26Q: 3 clusters Score -8412170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -8412171.000000 Penalty: 3328.917480
	Iteration 27Q: 3 clusters Score -8412171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -8412175.000000 Penalty: 3328.917480
	Iteration 28Q: 3 clusters Score -8412175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -8412182.000000 Penalty: 3328.917480
	Iteration 29Q: 3 clusters Score -8412182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -8412180.000000 Penalty: 3328.917480
	Iteration 30Q: 3 clusters Score -8412180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -8412185.000000 Penalty: 3328.917480
	Iteration 31Q: 3 clusters Score -8412185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8412189.000000 Penalty: 3328.917480
	Iteration 32Q: 3 clusters Score -8412189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -8412190.000000 Penalty: 3328.917480
	Iteration 33Q: 3 clusters Score -8412190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -8412195.000000 Penalty: 3328.917480
	Iteration 34Q: 3 clusters Score -8412195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -8412198.000000 Penalty: 3328.917480
	Iteration 35Q: 3 clusters Score -8412198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -8412199.000000 Penalty: 3328.917480
	Iteration 36Q: 3 clusters Score -8412199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -8412200.000000 Penalty: 3328.917480
	Iteration 37Q: 3 clusters Score -8412200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -8412203.000000 Penalty: 3328.917480
	Iteration 38Q: 3 clusters Score -8412203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -8412208.000000 Penalty: 3328.917480
	Iteration 39Q: 3 clusters Score -8412208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -8412204.000000 Penalty: 3328.917480
	Iteration 40F: 3 clusters Score -8412204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -8412210.000000 Penalty: 3328.917480
	Iteration 41Q: 3 clusters Score -8412210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -8412211.000000 Penalty: 3328.917480
	Iteration 42Q: 3 clusters Score -8412211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -8412214.000000 Penalty: 3328.917480
	Iteration 43Q: 3 clusters Score -8412214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -8412215.000000 Penalty: 3328.917480
	Iteration 44Q: 3 clusters Score -8412215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -8412218.000000 Penalty: 3328.917480
	Iteration 45Q: 3 clusters Score -8412218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -8412218.000000 Penalty: 3328.917480
	Iteration 46F: 3 clusters Score -8412218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -999407.750000 Penalty: 1354.340820
	Iteration 0F: 2 clusters Score -999407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -993270.125000 Penalty: 2708.681641
	Iteration 0F: 3 clusters Score -993270.1 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -995318.562500 Penalty: 2708.681641
	Iteration 1F: 3 clusters Score -995318.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -995708.500000 Penalty: 2708.681641
	Iteration 2F: 3 clusters Score -995708.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -996019.000000 Penalty: 2708.681641
	Iteration 3F: 3 clusters Score -996019 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -996268.375000 Penalty: 2708.681641
	Iteration 4Q: 3 clusters Score -996268.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -996483.250000 Penalty: 2708.681641
	Iteration 5Q: 3 clusters Score -996483.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -996676.562500 Penalty: 2708.681641
	Iteration 6Q: 3 clusters Score -996676.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -996865.000000 Penalty: 2708.681641
	Iteration 7Q: 3 clusters Score -996865 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -997025.812500 Penalty: 2708.681641
	Iteration 8Q: 3 clusters Score -997025.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -997169.125000 Penalty: 2708.681641
	Iteration 9Q: 3 clusters Score -997169.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -997281.500000 Penalty: 2708.681641
	Iteration 10Q: 3 clusters Score -997281.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -997381.812500 Penalty: 2708.681641
	Iteration 11Q: 3 clusters Score -997381.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -997455.875000 Penalty: 2708.681641
	Iteration 12Q: 3 clusters Score -997455.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -997528.937500 Penalty: 2708.681641
	Iteration 13Q: 3 clusters Score -997528.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -997582.437500 Penalty: 2708.681641
	Iteration 14Q: 3 clusters Score -997582.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -997641.937500 Penalty: 2708.681641
	Iteration 15Q: 3 clusters Score -997641.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -997687.062500 Penalty: 2708.681641
	Iteration 16Q: 3 clusters Score -997687.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -997726.187500 Penalty: 2708.681641
	Iteration 17Q: 3 clusters Score -997726.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -997753.812500 Penalty: 2708.681641
	Iteration 18Q: 3 clusters Score -997753.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -997784.125000 Penalty: 2708.681641
	Iteration 19Q: 3 clusters Score -997784.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -997803.625000 Penalty: 2708.681641
	Iteration 20F: 3 clusters Score -997803.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -997821.937500 Penalty: 2708.681641
	Iteration 21Q: 3 clusters Score -997821.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -997836.625000 Penalty: 2708.681641
	Iteration 22Q: 3 clusters Score -997836.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -997847.687500 Penalty: 2708.681641
	Iteration 23Q: 3 clusters Score -997847.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -997856.875000 Penalty: 2708.681641
	Iteration 24Q: 3 clusters Score -997856.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -997865.937500 Penalty: 2708.681641
	Iteration 25Q: 3 clusters Score -997865.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -997875.937500 Penalty: 2708.681641
	Iteration 26Q: 3 clusters Score -997875.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -997891.937500 Penalty: 2708.681641
	Iteration 27Q: 3 clusters Score -997891.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -997902.625000 Penalty: 2708.681641
	Iteration 28Q: 3 clusters Score -997902.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -997911.375000 Penalty: 2708.681641
	Iteration 29Q: 3 clusters Score -997911.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -997924.187500 Penalty: 2708.681641
	Iteration 30Q: 3 clusters Score -997924.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -997932.250000 Penalty: 2708.681641
	Iteration 31Q: 3 clusters Score -997932.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -997944.125000 Penalty: 2708.681641
	Iteration 32Q: 3 clusters Score -997944.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -997953.937500 Penalty: 2708.681641
	Iteration 33Q: 3 clusters Score -997953.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -997966.500000 Penalty: 2708.681641
	Iteration 34Q: 3 clusters Score -997966.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -997972.625000 Penalty: 2708.681641
	Iteration 35Q: 3 clusters Score -997972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -997981.562500 Penalty: 2708.681641
	Iteration 36Q: 3 clusters Score -997981.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -997993.250000 Penalty: 2708.681641
	Iteration 37Q: 3 clusters Score -997993.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -998003.500000 Penalty: 2708.681641
	Iteration 38Q: 3 clusters Score -998003.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -998016.125000 Penalty: 2708.681641
	Iteration 39Q: 3 clusters Score -998016.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -998020.312500 Penalty: 2708.681641
	Iteration 40F: 3 clusters Score -998020.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -998022.062500 Penalty: 2708.681641
	Iteration 41Q: 3 clusters Score -998022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -998026.812500 Penalty: 2708.681641
	Iteration 42Q: 3 clusters Score -998026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -998030.437500 Penalty: 2708.681641
	Iteration 43Q: 3 clusters Score -998030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -998031.312500 Penalty: 2708.681641
	Iteration 44Q: 3 clusters Score -998031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -998037.375000 Penalty: 2708.681641
	Iteration 45Q: 3 clusters Score -998037.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -998041.937500 Penalty: 2708.681641
	Iteration 46Q: 3 clusters Score -998041.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -998051.375000 Penalty: 2708.681641
	Iteration 47Q: 3 clusters Score -998051.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -998058.687500 Penalty: 2708.681641
	Iteration 48Q: 3 clusters Score -998058.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -998067.312500 Penalty: 2708.681641
	Iteration 49Q: 3 clusters Score -998067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -998072.937500 Penalty: 2708.681641
	Iteration 50Q: 3 clusters Score -998072.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -998079.437500 Penalty: 2708.681641
	Iteration 51Q: 3 clusters Score -998079.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -998086.437500 Penalty: 2708.681641
	Iteration 52Q: 3 clusters Score -998086.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -998093.937500 Penalty: 2708.681641
	Iteration 53Q: 3 clusters Score -998093.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -998100.375000 Penalty: 2708.681641
	Iteration 54Q: 3 clusters Score -998100.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -998109.375000 Penalty: 2708.681641
	Iteration 55Q: 3 clusters Score -998109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -998109.437500 Penalty: 2708.681641
	Iteration 56Q: 3 clusters Score -998109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -998117.250000 Penalty: 2708.681641
	Iteration 57Q: 3 clusters Score -998117.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -998122.312500 Penalty: 2708.681641
	Iteration 58Q: 3 clusters Score -998122.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -998123.750000 Penalty: 2708.681641
	Iteration 59Q: 3 clusters Score -998123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -998131.187500 Penalty: 2708.681641
	Iteration 60F: 3 clusters Score -998131.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -998135.812500 Penalty: 2708.681641
	Iteration 61Q: 3 clusters Score -998135.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -998142.875000 Penalty: 2708.681641
	Iteration 62Q: 3 clusters Score -998142.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -998150.875000 Penalty: 2708.681641
	Iteration 63Q: 3 clusters Score -998150.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -998156.625000 Penalty: 2708.681641
	Iteration 64Q: 3 clusters Score -998156.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -998165.937500 Penalty: 2708.681641
	Iteration 65Q: 3 clusters Score -998165.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -998177.312500 Penalty: 2708.681641
	Iteration 66Q: 3 clusters Score -998177.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -998190.500000 Penalty: 2708.681641
	Iteration 67Q: 3 clusters Score -998190.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -998197.750000 Penalty: 2708.681641
	Iteration 68Q: 3 clusters Score -998197.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -998208.187500 Penalty: 2708.681641
	Iteration 69Q: 3 clusters Score -998208.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -998216.812500 Penalty: 2708.681641
	Iteration 70Q: 3 clusters Score -998216.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -998227.250000 Penalty: 2708.681641
	Iteration 71Q: 3 clusters Score -998227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -998234.437500 Penalty: 2708.681641
	Iteration 72Q: 3 clusters Score -998234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -998242.937500 Penalty: 2708.681641
	Iteration 73Q: 3 clusters Score -998242.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -998245.562500 Penalty: 2708.681641
	Iteration 74Q: 3 clusters Score -998245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -998250.062500 Penalty: 2708.681641
	Iteration 75Q: 3 clusters Score -998250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -998252.312500 Penalty: 2708.681641
	Iteration 76Q: 3 clusters Score -998252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -998256.687500 Penalty: 2708.681641
	Iteration 77Q: 3 clusters Score -998256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -998265.312500 Penalty: 2708.681641
	Iteration 78Q: 3 clusters Score -998265.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -998276.250000 Penalty: 2708.681641
	Iteration 79Q: 3 clusters Score -998276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -998279.000000 Penalty: 2708.681641
	Iteration 80F: 3 clusters Score -998279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -998281.375000 Penalty: 2708.681641
	Iteration 81Q: 3 clusters Score -998281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -998283.375000 Penalty: 2708.681641
	Iteration 82Q: 3 clusters Score -998283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -998285.812500 Penalty: 2708.681641
	Iteration 83Q: 3 clusters Score -998285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -998284.875000 Penalty: 2708.681641
	Iteration 84Q: 3 clusters Score -998284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -998285.312500 Penalty: 2708.681641
	Iteration 85Q: 3 clusters Score -998285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -998285.312500 Penalty: 2708.681641
	Iteration 86F: 3 clusters Score -998285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Entering Unmasked Estep 
Score: -1257778.250000 Penalty: 1393.720825
	Iteration 0F: 2 clusters Score -1257778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1250013.625000 Penalty: 2787.441650
	Iteration 0F: 3 clusters Score -1250014 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1252702.125000 Penalty: 2787.441650
	Iteration 1F: 3 clusters Score -1252702 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1253128.750000 Penalty: 2787.441650
	Iteration 2F: 3 clusters Score -1253129 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1253508.500000 Penalty: 2787.441650
	Iteration 3F: 3 clusters Score -1253508 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1253823.500000 Penalty: 2787.441650
	Iteration 4F: 3 clusters Score -1253824 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1254119.375000 Penalty: 2787.441650
	Iteration 5Q: 3 clusters Score -1254119 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1254403.625000 Penalty: 2787.441650
	Iteration 6Q: 3 clusters Score -1254404 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1254702.500000 Penalty: 2787.441650
	Iteration 7Q: 3 clusters Score -1254702 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1254986.250000 Penalty: 2787.441650
	Iteration 8Q: 3 clusters Score -1254986 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1255254.750000 Penalty: 2787.441650
	Iteration 9Q: 3 clusters Score -1255255 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1255512.375000 Penalty: 2787.441650
	Iteration 10Q: 3 clusters Score -1255512 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1255705.000000 Penalty: 2787.441650
	Iteration 11Q: 3 clusters Score -1255705 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1255895.750000 Penalty: 2787.441650
	Iteration 12Q: 3 clusters Score -1255896 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1256063.500000 Penalty: 2787.441650
	Iteration 13Q: 3 clusters Score -1256064 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1256204.000000 Penalty: 2787.441650
	Iteration 14Q: 3 clusters Score -1256204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1256305.750000 Penalty: 2787.441650
	Iteration 15Q: 3 clusters Score -1256306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1256392.875000 Penalty: 2787.441650
	Iteration 16Q: 3 clusters Score -1256393 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1256469.125000 Penalty: 2787.441650
	Iteration 17Q: 3 clusters Score -1256469 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1256522.250000 Penalty: 2787.441650
	Iteration 18Q: 3 clusters Score -1256522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1256553.000000 Penalty: 2787.441650
	Iteration 19Q: 3 clusters Score -1256553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1256583.000000 Penalty: 2787.441650
	Iteration 20F: 3 clusters Score -1256583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1256603.625000 Penalty: 2787.441650
	Iteration 21Q: 3 clusters Score -1256604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1256619.000000 Penalty: 2787.441650
	Iteration 22Q: 3 clusters Score -1256619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1256635.000000 Penalty: 2787.441650
	Iteration 23Q: 3 clusters Score -1256635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1256649.000000 Penalty: 2787.441650
	Iteration 24Q: 3 clusters Score -1256649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1256666.625000 Penalty: 2787.441650
	Iteration 25Q: 3 clusters Score -1256667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1256672.625000 Penalty: 2787.441650
	Iteration 26Q: 3 clusters Score -1256673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1256685.375000 Penalty: 2787.441650
	Iteration 27Q: 3 clusters Score -1256685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1256693.750000 Penalty: 2787.441650
	Iteration 28Q: 3 clusters Score -1256694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1256695.375000 Penalty: 2787.441650
	Iteration 29Q: 3 clusters Score -1256695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1256706.875000 Penalty: 2787.441650
	Iteration 30Q: 3 clusters Score -1256707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1256718.000000 Penalty: 2787.441650
	Iteration 31Q: 3 clusters Score -1256718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1256723.625000 Penalty: 2787.441650
	Iteration 32Q: 3 clusters Score -1256724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1256731.250000 Penalty: 2787.441650
	Iteration 33Q: 3 clusters Score -1256731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1256732.000000 Penalty: 2787.441650
	Iteration 34Q: 3 clusters Score -1256732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1256735.125000 Penalty: 2787.441650
	Iteration 35Q: 3 clusters Score -1256735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1256733.750000 Penalty: 2787.441650
	Iteration 36Q: 3 clusters Score -1256734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1256735.500000 Penalty: 2787.441650
	Iteration 37Q: 3 clusters Score -1256736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1256740.250000 Penalty: 2787.441650
	Iteration 38Q: 3 clusters Score -1256740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1256746.125000 Penalty: 2787.441650
	Iteration 39Q: 3 clusters Score -1256746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1256749.375000 Penalty: 2787.441650
	Iteration 40F: 3 clusters Score -1256749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1256750.625000 Penalty: 2787.441650
	Iteration 41Q: 3 clusters Score -1256751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1256750.500000 Penalty: 2787.441650
	Iteration 42Q: 3 clusters Score -1256750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1256756.875000 Penalty: 2787.441650
	Iteration 43Q: 3 clusters Score -1256757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1256758.500000 Penalty: 2787.441650
	Iteration 44Q: 3 clusters Score -1256758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1256759.500000 Penalty: 2787.441650
	Iteration 45Q: 3 clusters Score -1256760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1256763.750000 Penalty: 2787.441650
	Iteration 46Q: 3 clusters Score -1256764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1256766.500000 Penalty: 2787.441650
	Iteration 47Q: 3 clusters Score -1256766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1256768.250000 Penalty: 2787.441650
	Iteration 48Q: 3 clusters Score -1256768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1256768.250000 Penalty: 2787.441650
	Iteration 49F: 3 clusters Score -1256768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (37173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Entering Unmasked Estep 
Score: -4362873.000000 Penalty: 1565.872803
	Iteration 0F: 2 clusters Score -4362873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4338613.500000 Penalty: 3131.745605
	Iteration 0F: 3 clusters Score -4338614 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4347737.500000 Penalty: 3131.745605
	Iteration 1F: 3 clusters Score -4347738 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4348273.000000 Penalty: 3131.745605
	Iteration 2Q: 3 clusters Score -4348273 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4348823.000000 Penalty: 3131.745605
	Iteration 3Q: 3 clusters Score -4348823 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4349493.500000 Penalty: 3131.745605
	Iteration 4Q: 3 clusters Score -4349494 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4350421.500000 Penalty: 3131.745605
	Iteration 5Q: 3 clusters Score -4350422 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4351745.500000 Penalty: 3131.745605
	Iteration 6F: 3 clusters Score -4351746 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -4353735.000000 Penalty: 3131.745605
	Iteration 7F: 3 clusters Score -4353735 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4356341.500000 Penalty: 3131.745605
	Iteration 8F: 3 clusters Score -4356342 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4358892.500000 Penalty: 3131.745605
	Iteration 9F: 3 clusters Score -4358892 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4360443.500000 Penalty: 3131.745605
	Iteration 10Q: 3 clusters Score -4360444 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4361079.000000 Penalty: 3131.745605
	Iteration 11Q: 3 clusters Score -4361079 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -4361330.500000 Penalty: 3131.745605
	Iteration 12Q: 3 clusters Score -4361330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -4361449.500000 Penalty: 3131.745605
	Iteration 13Q: 3 clusters Score -4361450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4361525.500000 Penalty: 3131.745605
	Iteration 14Q: 3 clusters Score -4361526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4361565.000000 Penalty: 3131.745605
	Iteration 15Q: 3 clusters Score -4361565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4361583.500000 Penalty: 3131.745605
	Iteration 16Q: 3 clusters Score -4361584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4361597.500000 Penalty: 3131.745605
	Iteration 17Q: 3 clusters Score -4361598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4361602.500000 Penalty: 3131.745605
	Iteration 18Q: 3 clusters Score -4361602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4361608.500000 Penalty: 3131.745605
	Iteration 19Q: 3 clusters Score -4361608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4361615.500000 Penalty: 3131.745605
	Iteration 20F: 3 clusters Score -4361616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4361619.500000 Penalty: 3131.745605
	Iteration 21Q: 3 clusters Score -4361620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4361623.500000 Penalty: 3131.745605
	Iteration 22Q: 3 clusters Score -4361624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4361629.500000 Penalty: 3131.745605
	Iteration 23Q: 3 clusters Score -4361630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4361635.500000 Penalty: 3131.745605
	Iteration 24Q: 3 clusters Score -4361636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4361644.500000 Penalty: 3131.745605
	Iteration 25Q: 3 clusters Score -4361644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4361657.000000 Penalty: 3131.745605
	Iteration 26Q: 3 clusters Score -4361657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4361662.000000 Penalty: 3131.745605
	Iteration 27Q: 3 clusters Score -4361662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4361663.000000 Penalty: 3131.745605
	Iteration 28Q: 3 clusters Score -4361663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4361666.500000 Penalty: 3131.745605
	Iteration 29Q: 3 clusters Score -4361666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4361666.500000 Penalty: 3131.745605
	Iteration 30F: 3 clusters Score -4361666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Entering Unmasked Estep 
Score: -4055646.500000 Penalty: 1564.202148
	Iteration 0F: 2 clusters Score -4055646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4031749.000000 Penalty: 3128.404297
	Iteration 0F: 3 clusters Score -4031749 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4041296.500000 Penalty: 3128.404297
	Iteration 1F: 3 clusters Score -4041296 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4042211.000000 Penalty: 3128.404297
	Iteration 2F: 3 clusters Score -4042211 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4043398.750000 Penalty: 3128.404297
	Iteration 3F: 3 clusters Score -4043399 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4044901.750000 Penalty: 3128.404297
	Iteration 4F: 3 clusters Score -4044902 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4046630.250000 Penalty: 3128.404297
	Iteration 5F: 3 clusters Score -4046630 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4048412.250000 Penalty: 3128.404297
	Iteration 6F: 3 clusters Score -4048412 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4050073.750000 Penalty: 3128.404297
	Iteration 7F: 3 clusters Score -4050074 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4051392.500000 Penalty: 3128.404297
	Iteration 8Q: 3 clusters Score -4051392 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4052331.750000 Penalty: 3128.404297
	Iteration 9Q: 3 clusters Score -4052332 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4053002.000000 Penalty: 3128.404297
	Iteration 10Q: 3 clusters Score -4053002 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4053497.500000 Penalty: 3128.404297
	Iteration 11Q: 3 clusters Score -4053498 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4053937.750000 Penalty: 3128.404297
	Iteration 12Q: 3 clusters Score -4053938 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -4054268.250000 Penalty: 3128.404297
	Iteration 13Q: 3 clusters Score -4054268 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4054578.500000 Penalty: 3128.404297
	Iteration 14Q: 3 clusters Score -4054578 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4054847.750000 Penalty: 3128.404297
	Iteration 15Q: 3 clusters Score -4054848 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4055111.750000 Penalty: 3128.404297
	Iteration 16Q: 3 clusters Score -4055112 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4055258.750000 Penalty: 3128.404297
	Iteration 17Q: 3 clusters Score -4055259 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4055361.500000 Penalty: 3128.404297
	Iteration 18Q: 3 clusters Score -4055362 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4055443.000000 Penalty: 3128.404297
	Iteration 19Q: 3 clusters Score -4055443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4055462.500000 Penalty: 3128.404297
	Iteration 20F: 3 clusters Score -4055462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4055510.250000 Penalty: 3128.404297
	Iteration 21Q: 3 clusters Score -4055510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4055505.750000 Penalty: 3128.404297
	Iteration 22Q: 3 clusters Score -4055506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4055541.750000 Penalty: 3128.404297
	Iteration 23Q: 3 clusters Score -4055542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4055540.000000 Penalty: 3128.404297
	Iteration 24Q: 3 clusters Score -4055540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4055559.500000 Penalty: 3128.404297
	Iteration 25Q: 3 clusters Score -4055560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4055577.000000 Penalty: 3128.404297
	Iteration 26Q: 3 clusters Score -4055577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4055579.250000 Penalty: 3128.404297
	Iteration 27Q: 3 clusters Score -4055579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4055573.250000 Penalty: 3128.404297
	Iteration 28Q: 3 clusters Score -4055573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4055586.750000 Penalty: 3128.404297
	Iteration 29Q: 3 clusters Score -4055587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4055592.000000 Penalty: 3128.404297
	Iteration 30Q: 3 clusters Score -4055592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4055595.500000 Penalty: 3128.404297
	Iteration 31Q: 3 clusters Score -4055596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4055604.500000 Penalty: 3128.404297
	Iteration 32Q: 3 clusters Score -4055604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4055609.250000 Penalty: 3128.404297
	Iteration 33Q: 3 clusters Score -4055609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4055610.750000 Penalty: 3128.404297
	Iteration 34Q: 3 clusters Score -4055611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4055610.000000 Penalty: 3128.404297
	Iteration 35Q: 3 clusters Score -4055610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4055604.000000 Penalty: 3128.404297
	Iteration 36Q: 3 clusters Score -4055604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4055623.250000 Penalty: 3128.404297
	Iteration 37Q: 3 clusters Score -4055623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4055617.500000 Penalty: 3128.404297
	Iteration 38Q: 3 clusters Score -4055618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4055625.250000 Penalty: 3128.404297
	Iteration 39Q: 3 clusters Score -4055625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4055617.750000 Penalty: 3128.404297
	Iteration 40F: 3 clusters Score -4055618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4055624.000000 Penalty: 3128.404297
	Iteration 41Q: 3 clusters Score -4055624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4055625.750000 Penalty: 3128.404297
	Iteration 42Q: 3 clusters Score -4055626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4055624.500000 Penalty: 3128.404297
	Iteration 43Q: 3 clusters Score -4055624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4055624.500000 Penalty: 3128.404297
	Iteration 44F: 3 clusters Score -4055624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Entering Unmasked Estep 
Score: -860898.687500 Penalty: 1333.317627
	Iteration 0F: 2 clusters Score -860898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -855526.437500 Penalty: 2666.635254
	Iteration 0F: 3 clusters Score -855526.4 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -857254.500000 Penalty: 2666.635254
	Iteration 1F: 3 clusters Score -857254.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -857523.000000 Penalty: 2666.635254
	Iteration 2F: 3 clusters Score -857523 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -857721.562500 Penalty: 2666.635254
	Iteration 3F: 3 clusters Score -857721.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -857870.812500 Penalty: 2666.635254
	Iteration 4Q: 3 clusters Score -857870.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -857982.812500 Penalty: 2666.635254
	Iteration 5Q: 3 clusters Score -857982.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -858083.500000 Penalty: 2666.635254
	Iteration 6Q: 3 clusters Score -858083.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -858180.187500 Penalty: 2666.635254
	Iteration 7Q: 3 clusters Score -858180.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -858268.687500 Penalty: 2666.635254
	Iteration 8Q: 3 clusters Score -858268.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -858372.500000 Penalty: 2666.635254
	Iteration 9Q: 3 clusters Score -858372.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -858489.500000 Penalty: 2666.635254
	Iteration 10Q: 3 clusters Score -858489.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -858622.437500 Penalty: 2666.635254
	Iteration 11Q: 3 clusters Score -858622.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -858745.875000 Penalty: 2666.635254
	Iteration 12Q: 3 clusters Score -858745.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -858876.812500 Penalty: 2666.635254
	Iteration 13Q: 3 clusters Score -858876.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -859010.437500 Penalty: 2666.635254
	Iteration 14Q: 3 clusters Score -859010.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -859156.500000 Penalty: 2666.635254
	Iteration 15Q: 3 clusters Score -859156.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -859301.562500 Penalty: 2666.635254
	Iteration 16Q: 3 clusters Score -859301.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -859422.312500 Penalty: 2666.635254
	Iteration 17Q: 3 clusters Score -859422.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -859520.000000 Penalty: 2666.635254
	Iteration 18Q: 3 clusters Score -859520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -859600.812500 Penalty: 2666.635254
	Iteration 19Q: 3 clusters Score -859600.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -859654.375000 Penalty: 2666.635254
	Iteration 20F: 3 clusters Score -859654.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -859690.625000 Penalty: 2666.635254
	Iteration 21Q: 3 clusters Score -859690.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -859719.625000 Penalty: 2666.635254
	Iteration 22Q: 3 clusters Score -859719.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -859733.375000 Penalty: 2666.635254
	Iteration 23Q: 3 clusters Score -859733.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -859746.500000 Penalty: 2666.635254
	Iteration 24Q: 3 clusters Score -859746.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -859761.125000 Penalty: 2666.635254
	Iteration 25Q: 3 clusters Score -859761.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -859772.750000 Penalty: 2666.635254
	Iteration 26Q: 3 clusters Score -859772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -859782.500000 Penalty: 2666.635254
	Iteration 27Q: 3 clusters Score -859782.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -859787.625000 Penalty: 2666.635254
	Iteration 28Q: 3 clusters Score -859787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -859795.750000 Penalty: 2666.635254
	Iteration 29Q: 3 clusters Score -859795.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -859804.125000 Penalty: 2666.635254
	Iteration 30Q: 3 clusters Score -859804.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -859815.562500 Penalty: 2666.635254
	Iteration 31Q: 3 clusters Score -859815.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -859825.187500 Penalty: 2666.635254
	Iteration 32Q: 3 clusters Score -859825.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -859839.875000 Penalty: 2666.635254
	Iteration 33Q: 3 clusters Score -859839.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -859852.750000 Penalty: 2666.635254
	Iteration 34Q: 3 clusters Score -859852.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -859863.000000 Penalty: 2666.635254
	Iteration 35Q: 3 clusters Score -859863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -859872.125000 Penalty: 2666.635254
	Iteration 36Q: 3 clusters Score -859872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -859877.250000 Penalty: 2666.635254
	Iteration 37Q: 3 clusters Score -859877.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -859881.312500 Penalty: 2666.635254
	Iteration 38Q: 3 clusters Score -859881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -859884.562500 Penalty: 2666.635254
	Iteration 39Q: 3 clusters Score -859884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -859888.000000 Penalty: 2666.635254
	Iteration 40F: 3 clusters Score -859888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -859891.312500 Penalty: 2666.635254
	Iteration 41Q: 3 clusters Score -859891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -859890.625000 Penalty: 2666.635254
	Iteration 42Q: 3 clusters Score -859890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -859894.187500 Penalty: 2666.635254
	Iteration 43Q: 3 clusters Score -859894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -859896.062500 Penalty: 2666.635254
	Iteration 44Q: 3 clusters Score -859896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -859898.000000 Penalty: 2666.635254
	Iteration 45Q: 3 clusters Score -859898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -859900.312500 Penalty: 2666.635254
	Iteration 46Q: 3 clusters Score -859900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -859902.687500 Penalty: 2666.635254
	Iteration 47Q: 3 clusters Score -859902.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -859909.562500 Penalty: 2666.635254
	Iteration 48Q: 3 clusters Score -859909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -859913.812500 Penalty: 2666.635254
	Iteration 49Q: 3 clusters Score -859913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -859920.875000 Penalty: 2666.635254
	Iteration 50Q: 3 clusters Score -859920.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -859929.125000 Penalty: 2666.635254
	Iteration 51Q: 3 clusters Score -859929.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -859939.312500 Penalty: 2666.635254
	Iteration 52Q: 3 clusters Score -859939.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -859960.437500 Penalty: 2666.635254
	Iteration 53Q: 3 clusters Score -859960.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -859977.000000 Penalty: 2666.635254
	Iteration 54Q: 3 clusters Score -859977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -859994.687500 Penalty: 2666.635254
	Iteration 55Q: 3 clusters Score -859994.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -860011.312500 Penalty: 2666.635254
	Iteration 56Q: 3 clusters Score -860011.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -860025.312500 Penalty: 2666.635254
	Iteration 57Q: 3 clusters Score -860025.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -860032.625000 Penalty: 2666.635254
	Iteration 58Q: 3 clusters Score -860032.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -860043.500000 Penalty: 2666.635254
	Iteration 59Q: 3 clusters Score -860043.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -860057.187500 Penalty: 2666.635254
	Iteration 60F: 3 clusters Score -860057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -860070.187500 Penalty: 2666.635254
	Iteration 61Q: 3 clusters Score -860070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -860079.812500 Penalty: 2666.635254
	Iteration 62Q: 3 clusters Score -860079.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -860087.750000 Penalty: 2666.635254
	Iteration 63Q: 3 clusters Score -860087.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -860096.000000 Penalty: 2666.635254
	Iteration 64Q: 3 clusters Score -860096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -860104.187500 Penalty: 2666.635254
	Iteration 65Q: 3 clusters Score -860104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -860113.250000 Penalty: 2666.635254
	Iteration 66Q: 3 clusters Score -860113.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -860117.312500 Penalty: 2666.635254
	Iteration 67Q: 3 clusters Score -860117.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -860121.562500 Penalty: 2666.635254
	Iteration 68Q: 3 clusters Score -860121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -860126.625000 Penalty: 2666.635254
	Iteration 69Q: 3 clusters Score -860126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -860130.062500 Penalty: 2666.635254
	Iteration 70Q: 3 clusters Score -860130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -860131.562500 Penalty: 2666.635254
	Iteration 71Q: 3 clusters Score -860131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -860132.125000 Penalty: 2666.635254
	Iteration 72Q: 3 clusters Score -860132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -860133.625000 Penalty: 2666.635254
	Iteration 73Q: 3 clusters Score -860133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -860133.937500 Penalty: 2666.635254
	Iteration 74Q: 3 clusters Score -860133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -860135.312500 Penalty: 2666.635254
	Iteration 75Q: 3 clusters Score -860135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -860135.312500 Penalty: 2666.635254
	Iteration 76F: 3 clusters Score -860135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Entering Unmasked Estep 
Score: -5657422.500000 Penalty: 1611.490112
	Iteration 0F: 2 clusters Score -5657422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5624693.500000 Penalty: 3222.980225
	Iteration 0F: 3 clusters Score -5624694 nChanged 23287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5637324.500000 Penalty: 3222.980225
	Iteration 1F: 3 clusters Score -5637324 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -5637872.000000 Penalty: 3222.980225
	Iteration 2Q: 3 clusters Score -5637872 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5638377.500000 Penalty: 3222.980225
	Iteration 3Q: 3 clusters Score -5638378 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -5638963.500000 Penalty: 3222.980225
	Iteration 4Q: 3 clusters Score -5638964 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -5639696.000000 Penalty: 3222.980225
	Iteration 5Q: 3 clusters Score -5639696 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5640638.000000 Penalty: 3222.980225
	Iteration 6Q: 3 clusters Score -5640638 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -5641808.000000 Penalty: 3222.980225
	Iteration 7Q: 3 clusters Score -5641808 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5643390.500000 Penalty: 3222.980225
	Iteration 8F: 3 clusters Score -5643390 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5645316.500000 Penalty: 3222.980225
	Iteration 9F: 3 clusters Score -5645316 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -5647259.500000 Penalty: 3222.980225
	Iteration 10F: 3 clusters Score -5647260 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5648898.000000 Penalty: 3222.980225
	Iteration 11Q: 3 clusters Score -5648898 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5649991.000000 Penalty: 3222.980225
	Iteration 12Q: 3 clusters Score -5649991 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5650714.500000 Penalty: 3222.980225
	Iteration 13Q: 3 clusters Score -5650714 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5651218.500000 Penalty: 3222.980225
	Iteration 14Q: 3 clusters Score -5651218 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5651650.500000 Penalty: 3222.980225
	Iteration 15Q: 3 clusters Score -5651650 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -5652041.000000 Penalty: 3222.980225
	Iteration 16Q: 3 clusters Score -5652041 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5652377.500000 Penalty: 3222.980225
	Iteration 17Q: 3 clusters Score -5652378 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -5652704.000000 Penalty: 3222.980225
	Iteration 18Q: 3 clusters Score -5652704 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5652988.500000 Penalty: 3222.980225
	Iteration 19Q: 3 clusters Score -5652988 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5653230.500000 Penalty: 3222.980225
	Iteration 20F: 3 clusters Score -5653230 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -5653438.500000 Penalty: 3222.980225
	Iteration 21Q: 3 clusters Score -5653438 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5653676.500000 Penalty: 3222.980225
	Iteration 22Q: 3 clusters Score -5653676 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -5653917.500000 Penalty: 3222.980225
	Iteration 23Q: 3 clusters Score -5653918 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -5654159.000000 Penalty: 3222.980225
	Iteration 24Q: 3 clusters Score -5654159 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5654373.500000 Penalty: 3222.980225
	Iteration 25Q: 3 clusters Score -5654374 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -5654623.000000 Penalty: 3222.980225
	Iteration 26Q: 3 clusters Score -5654623 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -5654886.500000 Penalty: 3222.980225
	Iteration 27Q: 3 clusters Score -5654886 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -5655094.500000 Penalty: 3222.980225
	Iteration 28Q: 3 clusters Score -5655094 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -5655263.500000 Penalty: 3222.980225
	Iteration 29Q: 3 clusters Score -5655264 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -5655430.000000 Penalty: 3222.980225
	Iteration 30Q: 3 clusters Score -5655430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -5655561.500000 Penalty: 3222.980225
	Iteration 31Q: 3 clusters Score -5655562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -5655719.500000 Penalty: 3222.980225
	Iteration 32Q: 3 clusters Score -5655720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -5655839.500000 Penalty: 3222.980225
	Iteration 33Q: 3 clusters Score -5655840 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -5655896.000000 Penalty: 3222.980225
	Iteration 34Q: 3 clusters Score -5655896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -5655957.000000 Penalty: 3222.980225
	Iteration 35Q: 3 clusters Score -5655957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -5656021.500000 Penalty: 3222.980225
	Iteration 36Q: 3 clusters Score -5656022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5656061.000000 Penalty: 3222.980225
	Iteration 37Q: 3 clusters Score -5656061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -5656100.500000 Penalty: 3222.980225
	Iteration 38Q: 3 clusters Score -5656100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -5656112.000000 Penalty: 3222.980225
	Iteration 39Q: 3 clusters Score -5656112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -5656141.500000 Penalty: 3222.980225
	Iteration 40F: 3 clusters Score -5656142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -5656140.000000 Penalty: 3222.980225
	Iteration 41Q: 3 clusters Score -5656140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -5656158.000000 Penalty: 3222.980225
	Iteration 42Q: 3 clusters Score -5656158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -5656160.500000 Penalty: 3222.980225
	Iteration 43Q: 3 clusters Score -5656160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -5656181.500000 Penalty: 3222.980225
	Iteration 44Q: 3 clusters Score -5656182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -5656178.000000 Penalty: 3222.980225
	Iteration 45Q: 3 clusters Score -5656178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -5656176.000000 Penalty: 3222.980225
	Iteration 46Q: 3 clusters Score -5656176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -5656176.000000 Penalty: 3222.980225
	Iteration 47Q: 3 clusters Score -5656176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -5656181.000000 Penalty: 3222.980225
	Iteration 48Q: 3 clusters Score -5656181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5656184.000000 Penalty: 3222.980225
	Iteration 49Q: 3 clusters Score -5656184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5656185.500000 Penalty: 3222.980225
	Iteration 50Q: 3 clusters Score -5656186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -5656194.000000 Penalty: 3222.980225
	Iteration 51Q: 3 clusters Score -5656194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -5656204.000000 Penalty: 3222.980225
	Iteration 52Q: 3 clusters Score -5656204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -5656206.500000 Penalty: 3222.980225
	Iteration 53Q: 3 clusters Score -5656206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5656212.000000 Penalty: 3222.980225
	Iteration 54Q: 3 clusters Score -5656212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -5656215.000000 Penalty: 3222.980225
	Iteration 55Q: 3 clusters Score -5656215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -5656216.500000 Penalty: 3222.980225
	Iteration 56Q: 3 clusters Score -5656216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -5656213.000000 Penalty: 3222.980225
	Iteration 57Q: 3 clusters Score -5656213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -5656215.500000 Penalty: 3222.980225
	Iteration 58Q: 3 clusters Score -5656216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -5656215.000000 Penalty: 3222.980225
	Iteration 59Q: 3 clusters Score -5656215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -5656215.000000 Penalty: 3222.980225
	Iteration 60F: 3 clusters Score -5656215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Entering Unmasked Estep 
Score: -2452487.750000 Penalty: 1480.124634
	Iteration 0F: 2 clusters Score -2452488 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 10425 members 
Entering Unmasked Estep 
Score: -2438951.000000 Penalty: 2960.249268
	Iteration 0F: 3 clusters Score -2438951 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2443757.750000 Penalty: 2960.249268
	Iteration 1F: 3 clusters Score -2443758 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2444127.750000 Penalty: 2960.249268
	Iteration 2F: 3 clusters Score -2444128 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2444422.250000 Penalty: 2960.249268
	Iteration 3Q: 3 clusters Score -2444422 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2444686.250000 Penalty: 2960.249268
	Iteration 4Q: 3 clusters Score -2444686 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2444979.250000 Penalty: 2960.249268
	Iteration 5Q: 3 clusters Score -2444979 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2445346.000000 Penalty: 2960.249268
	Iteration 6Q: 3 clusters Score -2445346 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2445808.250000 Penalty: 2960.249268
	Iteration 7Q: 3 clusters Score -2445808 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2446398.750000 Penalty: 2960.249268
	Iteration 8F: 3 clusters Score -2446399 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2447113.500000 Penalty: 2960.249268
	Iteration 9F: 3 clusters Score -2447114 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2447947.500000 Penalty: 2960.249268
	Iteration 10F: 3 clusters Score -2447948 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2448788.500000 Penalty: 2960.249268
	Iteration 11F: 3 clusters Score -2448788 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2449612.250000 Penalty: 2960.249268
	Iteration 12Q: 3 clusters Score -2449612 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2450207.500000 Penalty: 2960.249268
	Iteration 13Q: 3 clusters Score -2450208 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2450679.750000 Penalty: 2960.249268
	Iteration 14Q: 3 clusters Score -2450680 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2450954.500000 Penalty: 2960.249268
	Iteration 15Q: 3 clusters Score -2450954 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2451101.000000 Penalty: 2960.249268
	Iteration 16Q: 3 clusters Score -2451101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2451164.750000 Penalty: 2960.249268
	Iteration 17Q: 3 clusters Score -2451165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2451193.500000 Penalty: 2960.249268
	Iteration 18Q: 3 clusters Score -2451194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2451217.000000 Penalty: 2960.249268
	Iteration 19Q: 3 clusters Score -2451217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2451244.750000 Penalty: 2960.249268
	Iteration 20F: 3 clusters Score -2451245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2451249.500000 Penalty: 2960.249268
	Iteration 21Q: 3 clusters Score -2451250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2451259.000000 Penalty: 2960.249268
	Iteration 22Q: 3 clusters Score -2451259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2451265.000000 Penalty: 2960.249268
	Iteration 23Q: 3 clusters Score -2451265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2451274.000000 Penalty: 2960.249268
	Iteration 24Q: 3 clusters Score -2451274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2451276.000000 Penalty: 2960.249268
	Iteration 25Q: 3 clusters Score -2451276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2451281.000000 Penalty: 2960.249268
	Iteration 26Q: 3 clusters Score -2451281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2451290.250000 Penalty: 2960.249268
	Iteration 27Q: 3 clusters Score -2451290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2451288.500000 Penalty: 2960.249268
	Iteration 28Q: 3 clusters Score -2451288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2451288.500000 Penalty: 2960.249268
	Iteration 29F: 3 clusters Score -2451288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Entering Unmasked Estep 
Score: -1959961.875000 Penalty: 1459.760864
	Iteration 0F: 2 clusters Score -1959962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1947958.000000 Penalty: 2919.521729
	Iteration 0F: 3 clusters Score -1947958 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1952588.750000 Penalty: 2919.521729
	Iteration 1F: 3 clusters Score -1952589 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1953194.875000 Penalty: 2919.521729
	Iteration 2F: 3 clusters Score -1953195 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1953699.750000 Penalty: 2919.521729
	Iteration 3F: 3 clusters Score -1953700 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1954119.875000 Penalty: 2919.521729
	Iteration 4F: 3 clusters Score -1954120 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1954504.375000 Penalty: 2919.521729
	Iteration 5Q: 3 clusters Score -1954504 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1954902.375000 Penalty: 2919.521729
	Iteration 6Q: 3 clusters Score -1954902 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1955290.500000 Penalty: 2919.521729
	Iteration 7Q: 3 clusters Score -1955290 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1955705.000000 Penalty: 2919.521729
	Iteration 8Q: 3 clusters Score -1955705 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1956121.875000 Penalty: 2919.521729
	Iteration 9Q: 3 clusters Score -1956122 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1956536.500000 Penalty: 2919.521729
	Iteration 10Q: 3 clusters Score -1956536 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1956924.125000 Penalty: 2919.521729
	Iteration 11Q: 3 clusters Score -1956924 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1957325.250000 Penalty: 2919.521729
	Iteration 12Q: 3 clusters Score -1957325 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1957726.250000 Penalty: 2919.521729
	Iteration 13Q: 3 clusters Score -1957726 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1958110.500000 Penalty: 2919.521729
	Iteration 14Q: 3 clusters Score -1958110 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1958455.875000 Penalty: 2919.521729
	Iteration 15Q: 3 clusters Score -1958456 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1958741.000000 Penalty: 2919.521729
	Iteration 16Q: 3 clusters Score -1958741 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1958927.625000 Penalty: 2919.521729
	Iteration 17Q: 3 clusters Score -1958928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1959082.625000 Penalty: 2919.521729
	Iteration 18Q: 3 clusters Score -1959083 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1959179.500000 Penalty: 2919.521729
	Iteration 19Q: 3 clusters Score -1959180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1959247.375000 Penalty: 2919.521729
	Iteration 20F: 3 clusters Score -1959247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1959308.500000 Penalty: 2919.521729
	Iteration 21Q: 3 clusters Score -1959308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1959349.875000 Penalty: 2919.521729
	Iteration 22Q: 3 clusters Score -1959350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1959376.750000 Penalty: 2919.521729
	Iteration 23Q: 3 clusters Score -1959377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1959395.750000 Penalty: 2919.521729
	Iteration 24Q: 3 clusters Score -1959396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1959419.500000 Penalty: 2919.521729
	Iteration 25Q: 3 clusters Score -1959420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1959432.500000 Penalty: 2919.521729
	Iteration 26Q: 3 clusters Score -1959432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1959447.250000 Penalty: 2919.521729
	Iteration 27Q: 3 clusters Score -1959447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1959460.250000 Penalty: 2919.521729
	Iteration 28Q: 3 clusters Score -1959460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1959463.750000 Penalty: 2919.521729
	Iteration 29Q: 3 clusters Score -1959464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1959461.250000 Penalty: 2919.521729
	Iteration 30Q: 3 clusters Score -1959461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1959462.625000 Penalty: 2919.521729
	Iteration 31Q: 3 clusters Score -1959463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1959462.500000 Penalty: 2919.521729
	Iteration 32Q: 3 clusters Score -1959462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1959462.500000 Penalty: 2919.521729
	Iteration 33F: 3 clusters Score -1959462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -293412.937500 Penalty: 1175.283569
	Iteration 0F: 2 clusters Score -293412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -291097.187500 Penalty: 2350.567139
	Iteration 0F: 3 clusters Score -291097.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291678.843750 Penalty: 2350.567139
	Iteration 1F: 3 clusters Score -291678.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -291838.687500 Penalty: 2350.567139
	Iteration 2F: 3 clusters Score -291838.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -291923.906250 Penalty: 2350.567139
	Iteration 3Q: 3 clusters Score -291923.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -291984.687500 Penalty: 2350.567139
	Iteration 4Q: 3 clusters Score -291984.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -292032.125000 Penalty: 2350.567139
	Iteration 5Q: 3 clusters Score -292032.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -292077.343750 Penalty: 2350.567139
	Iteration 6Q: 3 clusters Score -292077.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -292112.718750 Penalty: 2350.567139
	Iteration 7Q: 3 clusters Score -292112.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -292135.781250 Penalty: 2350.567139
	Iteration 8Q: 3 clusters Score -292135.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -292155.343750 Penalty: 2350.567139
	Iteration 9Q: 3 clusters Score -292155.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -292164.812500 Penalty: 2350.567139
	Iteration 10Q: 3 clusters Score -292164.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292172.937500 Penalty: 2350.567139
	Iteration 11Q: 3 clusters Score -292172.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -292185.125000 Penalty: 2350.567139
	Iteration 12Q: 3 clusters Score -292185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -292200.218750 Penalty: 2350.567139
	Iteration 13Q: 3 clusters Score -292200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -292211.937500 Penalty: 2350.567139
	Iteration 14Q: 3 clusters Score -292211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -292219.218750 Penalty: 2350.567139
	Iteration 15Q: 3 clusters Score -292219.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -292224.531250 Penalty: 2350.567139
	Iteration 16Q: 3 clusters Score -292224.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -292230.937500 Penalty: 2350.567139
	Iteration 17Q: 3 clusters Score -292230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -292235.156250 Penalty: 2350.567139
	Iteration 18Q: 3 clusters Score -292235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -292239.687500 Penalty: 2350.567139
	Iteration 19Q: 3 clusters Score -292239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -292241.031250 Penalty: 2350.567139
	Iteration 20F: 3 clusters Score -292241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -292243.906250 Penalty: 2350.567139
	Iteration 21Q: 3 clusters Score -292243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -292245.812500 Penalty: 2350.567139
	Iteration 22Q: 3 clusters Score -292245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -292250.781250 Penalty: 2350.567139
	Iteration 23Q: 3 clusters Score -292250.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292256.281250 Penalty: 2350.567139
	Iteration 24Q: 3 clusters Score -292256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292256.281250 Penalty: 2350.567139
	Iteration 25F: 3 clusters Score -292256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Entering Unmasked Estep 
Score: -670341.937500 Penalty: 1309.322388
	Iteration 0F: 2 clusters Score -670341.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -665697.187500 Penalty: 2618.644775
	Iteration 0F: 3 clusters Score -665697.2 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -667214.687500 Penalty: 2618.644775
	Iteration 1F: 3 clusters Score -667214.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -667550.187500 Penalty: 2618.644775
	Iteration 2F: 3 clusters Score -667550.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -667839.250000 Penalty: 2618.644775
	Iteration 3F: 3 clusters Score -667839.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -668085.125000 Penalty: 2618.644775
	Iteration 4F: 3 clusters Score -668085.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -668281.375000 Penalty: 2618.644775
	Iteration 5Q: 3 clusters Score -668281.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -668445.750000 Penalty: 2618.644775
	Iteration 6Q: 3 clusters Score -668445.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -668578.187500 Penalty: 2618.644775
	Iteration 7Q: 3 clusters Score -668578.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -668689.250000 Penalty: 2618.644775
	Iteration 8Q: 3 clusters Score -668689.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -668800.312500 Penalty: 2618.644775
	Iteration 9Q: 3 clusters Score -668800.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -668904.687500 Penalty: 2618.644775
	Iteration 10Q: 3 clusters Score -668904.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -668999.812500 Penalty: 2618.644775
	Iteration 11Q: 3 clusters Score -668999.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -669085.562500 Penalty: 2618.644775
	Iteration 12Q: 3 clusters Score -669085.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -669159.500000 Penalty: 2618.644775
	Iteration 13Q: 3 clusters Score -669159.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -669227.875000 Penalty: 2618.644775
	Iteration 14Q: 3 clusters Score -669227.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -669282.812500 Penalty: 2618.644775
	Iteration 15Q: 3 clusters Score -669282.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -669333.562500 Penalty: 2618.644775
	Iteration 16Q: 3 clusters Score -669333.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -669378.312500 Penalty: 2618.644775
	Iteration 17Q: 3 clusters Score -669378.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -669417.437500 Penalty: 2618.644775
	Iteration 18Q: 3 clusters Score -669417.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -669441.562500 Penalty: 2618.644775
	Iteration 19Q: 3 clusters Score -669441.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -669460.375000 Penalty: 2618.644775
	Iteration 20F: 3 clusters Score -669460.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -669473.687500 Penalty: 2618.644775
	Iteration 21Q: 3 clusters Score -669473.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -669483.437500 Penalty: 2618.644775
	Iteration 22Q: 3 clusters Score -669483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -669491.437500 Penalty: 2618.644775
	Iteration 23Q: 3 clusters Score -669491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -669500.250000 Penalty: 2618.644775
	Iteration 24Q: 3 clusters Score -669500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -669506.375000 Penalty: 2618.644775
	Iteration 25Q: 3 clusters Score -669506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -669508.750000 Penalty: 2618.644775
	Iteration 26Q: 3 clusters Score -669508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -669513.187500 Penalty: 2618.644775
	Iteration 27Q: 3 clusters Score -669513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -669517.750000 Penalty: 2618.644775
	Iteration 28Q: 3 clusters Score -669517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -669521.625000 Penalty: 2618.644775
	Iteration 29Q: 3 clusters Score -669521.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -669524.812500 Penalty: 2618.644775
	Iteration 30Q: 3 clusters Score -669524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -669526.375000 Penalty: 2618.644775
	Iteration 31Q: 3 clusters Score -669526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -669531.000000 Penalty: 2618.644775
	Iteration 32Q: 3 clusters Score -669531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -669530.875000 Penalty: 2618.644775
	Iteration 33Q: 3 clusters Score -669530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -669533.875000 Penalty: 2618.644775
	Iteration 34Q: 3 clusters Score -669533.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -669535.625000 Penalty: 2618.644775
	Iteration 35Q: 3 clusters Score -669535.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -669537.125000 Penalty: 2618.644775
	Iteration 36Q: 3 clusters Score -669537.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -669540.062500 Penalty: 2618.644775
	Iteration 37Q: 3 clusters Score -669540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -669545.750000 Penalty: 2618.644775
	Iteration 38Q: 3 clusters Score -669545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -669550.625000 Penalty: 2618.644775
	Iteration 39Q: 3 clusters Score -669550.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -669553.000000 Penalty: 2618.644775
	Iteration 40F: 3 clusters Score -669553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -669556.687500 Penalty: 2618.644775
	Iteration 41Q: 3 clusters Score -669556.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -669558.875000 Penalty: 2618.644775
	Iteration 42Q: 3 clusters Score -669558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -669559.062500 Penalty: 2618.644775
	Iteration 43Q: 3 clusters Score -669559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -669558.125000 Penalty: 2618.644775
	Iteration 44Q: 3 clusters Score -669558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -669560.062500 Penalty: 2618.644775
	Iteration 45Q: 3 clusters Score -669560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -669560.062500 Penalty: 2618.644775
	Iteration 46F: 3 clusters Score -669560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Entering Unmasked Estep 
Score: -753874.562500 Penalty: 1310.440552
	Iteration 0F: 2 clusters Score -753874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -749168.250000 Penalty: 2620.881104
	Iteration 0F: 3 clusters Score -749168.2 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -750642.062500 Penalty: 2620.881104
	Iteration 1F: 3 clusters Score -750642.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -750877.625000 Penalty: 2620.881104
	Iteration 2F: 3 clusters Score -750877.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -751011.562500 Penalty: 2620.881104
	Iteration 3Q: 3 clusters Score -751011.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -751116.500000 Penalty: 2620.881104
	Iteration 4Q: 3 clusters Score -751116.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -751223.875000 Penalty: 2620.881104
	Iteration 5Q: 3 clusters Score -751223.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -751304.562500 Penalty: 2620.881104
	Iteration 6Q: 3 clusters Score -751304.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -751368.062500 Penalty: 2620.881104
	Iteration 7Q: 3 clusters Score -751368.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -751431.875000 Penalty: 2620.881104
	Iteration 8Q: 3 clusters Score -751431.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -751494.875000 Penalty: 2620.881104
	Iteration 9Q: 3 clusters Score -751494.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -751569.750000 Penalty: 2620.881104
	Iteration 10Q: 3 clusters Score -751569.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -751655.062500 Penalty: 2620.881104
	Iteration 11Q: 3 clusters Score -751655.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -751774.812500 Penalty: 2620.881104
	Iteration 12Q: 3 clusters Score -751774.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -751910.437500 Penalty: 2620.881104
	Iteration 13Q: 3 clusters Score -751910.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -752042.875000 Penalty: 2620.881104
	Iteration 14Q: 3 clusters Score -752042.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -752149.562500 Penalty: 2620.881104
	Iteration 15Q: 3 clusters Score -752149.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -752234.062500 Penalty: 2620.881104
	Iteration 16Q: 3 clusters Score -752234.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -752316.562500 Penalty: 2620.881104
	Iteration 17Q: 3 clusters Score -752316.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -752384.937500 Penalty: 2620.881104
	Iteration 18Q: 3 clusters Score -752384.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -752449.250000 Penalty: 2620.881104
	Iteration 19Q: 3 clusters Score -752449.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -752497.500000 Penalty: 2620.881104
	Iteration 20F: 3 clusters Score -752497.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -752535.375000 Penalty: 2620.881104
	Iteration 21Q: 3 clusters Score -752535.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -752563.750000 Penalty: 2620.881104
	Iteration 22Q: 3 clusters Score -752563.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -752585.500000 Penalty: 2620.881104
	Iteration 23Q: 3 clusters Score -752585.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -752607.312500 Penalty: 2620.881104
	Iteration 24Q: 3 clusters Score -752607.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -752630.687500 Penalty: 2620.881104
	Iteration 25Q: 3 clusters Score -752630.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -752654.875000 Penalty: 2620.881104
	Iteration 26Q: 3 clusters Score -752654.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -752667.687500 Penalty: 2620.881104
	Iteration 27Q: 3 clusters Score -752667.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -752683.875000 Penalty: 2620.881104
	Iteration 28Q: 3 clusters Score -752683.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -752703.500000 Penalty: 2620.881104
	Iteration 29Q: 3 clusters Score -752703.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -752718.812500 Penalty: 2620.881104
	Iteration 30Q: 3 clusters Score -752718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -752729.875000 Penalty: 2620.881104
	Iteration 31Q: 3 clusters Score -752729.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -752737.375000 Penalty: 2620.881104
	Iteration 32Q: 3 clusters Score -752737.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -752742.875000 Penalty: 2620.881104
	Iteration 33Q: 3 clusters Score -752742.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -752749.687500 Penalty: 2620.881104
	Iteration 34Q: 3 clusters Score -752749.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -752752.562500 Penalty: 2620.881104
	Iteration 35Q: 3 clusters Score -752752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -752755.562500 Penalty: 2620.881104
	Iteration 36Q: 3 clusters Score -752755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -752760.062500 Penalty: 2620.881104
	Iteration 37Q: 3 clusters Score -752760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -752761.625000 Penalty: 2620.881104
	Iteration 38Q: 3 clusters Score -752761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -752762.562500 Penalty: 2620.881104
	Iteration 39Q: 3 clusters Score -752762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -752764.500000 Penalty: 2620.881104
	Iteration 40F: 3 clusters Score -752764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -752766.687500 Penalty: 2620.881104
	Iteration 41Q: 3 clusters Score -752766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -752766.875000 Penalty: 2620.881104
	Iteration 42Q: 3 clusters Score -752766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -752766.375000 Penalty: 2620.881104
	Iteration 43Q: 3 clusters Score -752766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -752766.875000 Penalty: 2620.881104
	Iteration 44Q: 3 clusters Score -752766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -752767.062500 Penalty: 2620.881104
	Iteration 45Q: 3 clusters Score -752767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -752767.062500 Penalty: 2620.881104
	Iteration 46F: 3 clusters Score -752767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -30438.638672 Penalty: 919.586487
	Iteration 0F: 2 clusters Score -30438.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29626.574219 Penalty: 1839.172974
	Iteration 0F: 3 clusters Score -29626.57 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29909.554688 Penalty: 1839.172974
	Iteration 1F: 3 clusters Score -29909.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30031.105469 Penalty: 1839.172974
	Iteration 2F: 3 clusters Score -30031.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30068.951172 Penalty: 1839.172974
	Iteration 3Q: 3 clusters Score -30068.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30107.912109 Penalty: 1839.172974
	Iteration 4Q: 3 clusters Score -30107.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30143.964844 Penalty: 1839.172974
	Iteration 5Q: 3 clusters Score -30143.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30167.908203 Penalty: 1839.172974
	Iteration 6Q: 3 clusters Score -30167.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30175.130859 Penalty: 1839.172974
	Iteration 7Q: 3 clusters Score -30175.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30175.130859 Penalty: 1839.172974
	Iteration 8F: 3 clusters Score -30175.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (45820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Entering Unmasked Estep 
Score: -5336106.500000 Penalty: 1596.992554
	Iteration 0F: 2 clusters Score -5336106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5306230.000000 Penalty: 3193.985107
	Iteration 0F: 3 clusters Score -5306230 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5318077.000000 Penalty: 3193.985107
	Iteration 1F: 3 clusters Score -5318077 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -5318957.000000 Penalty: 3193.985107
	Iteration 2Q: 3 clusters Score -5318957 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5320066.000000 Penalty: 3193.985107
	Iteration 3F: 3 clusters Score -5320066 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -5321503.000000 Penalty: 3193.985107
	Iteration 4F: 3 clusters Score -5321503 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5323157.500000 Penalty: 3193.985107
	Iteration 5F: 3 clusters Score -5323158 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5324958.000000 Penalty: 3193.985107
	Iteration 6F: 3 clusters Score -5324958 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -5327044.000000 Penalty: 3193.985107
	Iteration 7F: 3 clusters Score -5327044 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -5329009.000000 Penalty: 3193.985107
	Iteration 8F: 3 clusters Score -5329009 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5330768.500000 Penalty: 3193.985107
	Iteration 9Q: 3 clusters Score -5330768 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5331954.500000 Penalty: 3193.985107
	Iteration 10Q: 3 clusters Score -5331954 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5332726.000000 Penalty: 3193.985107
	Iteration 11Q: 3 clusters Score -5332726 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5333324.500000 Penalty: 3193.985107
	Iteration 12Q: 3 clusters Score -5333324 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5333837.500000 Penalty: 3193.985107
	Iteration 13Q: 3 clusters Score -5333838 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5334276.000000 Penalty: 3193.985107
	Iteration 14Q: 3 clusters Score -5334276 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5334656.000000 Penalty: 3193.985107
	Iteration 15Q: 3 clusters Score -5334656 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5335001.500000 Penalty: 3193.985107
	Iteration 16Q: 3 clusters Score -5335002 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5335243.000000 Penalty: 3193.985107
	Iteration 17Q: 3 clusters Score -5335243 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5335446.500000 Penalty: 3193.985107
	Iteration 18Q: 3 clusters Score -5335446 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5335575.000000 Penalty: 3193.985107
	Iteration 19Q: 3 clusters Score -5335575 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5335658.500000 Penalty: 3193.985107
	Iteration 20F: 3 clusters Score -5335658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5335743.000000 Penalty: 3193.985107
	Iteration 21Q: 3 clusters Score -5335743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5335789.500000 Penalty: 3193.985107
	Iteration 22Q: 3 clusters Score -5335790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -5335824.000000 Penalty: 3193.985107
	Iteration 23Q: 3 clusters Score -5335824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -5335839.500000 Penalty: 3193.985107
	Iteration 24Q: 3 clusters Score -5335840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5335869.500000 Penalty: 3193.985107
	Iteration 25Q: 3 clusters Score -5335870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5335871.000000 Penalty: 3193.985107
	Iteration 26Q: 3 clusters Score -5335871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5335859.000000 Penalty: 3193.985107
	Iteration 27Q: 3 clusters Score -5335859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5335867.000000 Penalty: 3193.985107
	Iteration 28Q: 3 clusters Score -5335867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5335879.000000 Penalty: 3193.985107
	Iteration 29Q: 3 clusters Score -5335879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -5335879.500000 Penalty: 3193.985107
	Iteration 30Q: 3 clusters Score -5335880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5335871.000000 Penalty: 3193.985107
	Iteration 31Q: 3 clusters Score -5335871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5335879.500000 Penalty: 3193.985107
	Iteration 32Q: 3 clusters Score -5335880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5335883.500000 Penalty: 3193.985107
	Iteration 33Q: 3 clusters Score -5335884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5335885.000000 Penalty: 3193.985107
	Iteration 34Q: 3 clusters Score -5335885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5335884.500000 Penalty: 3193.985107
	Iteration 35Q: 3 clusters Score -5335884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5335884.000000 Penalty: 3193.985107
	Iteration 36Q: 3 clusters Score -5335884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5335888.000000 Penalty: 3193.985107
	Iteration 37Q: 3 clusters Score -5335888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5335889.000000 Penalty: 3193.985107
	Iteration 38Q: 3 clusters Score -5335889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5335891.500000 Penalty: 3193.985107
	Iteration 39Q: 3 clusters Score -5335892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5335887.000000 Penalty: 3193.985107
	Iteration 40F: 3 clusters Score -5335887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5335885.500000 Penalty: 3193.985107
	Iteration 41Q: 3 clusters Score -5335886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5335886.500000 Penalty: 3193.985107
	Iteration 42Q: 3 clusters Score -5335886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5335886.500000 Penalty: 3193.985107
	Iteration 43F: 3 clusters Score -5335886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -951155.812500 Penalty: 1338.646606
	Iteration 0F: 2 clusters Score -951155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -945601.000000 Penalty: 2677.293213
	Iteration 0F: 3 clusters Score -945601 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -947347.375000 Penalty: 2677.293213
	Iteration 1F: 3 clusters Score -947347.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -947635.500000 Penalty: 2677.293213
	Iteration 2F: 3 clusters Score -947635.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -947833.500000 Penalty: 2677.293213
	Iteration 3F: 3 clusters Score -947833.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -947970.750000 Penalty: 2677.293213
	Iteration 4Q: 3 clusters Score -947970.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -948075.000000 Penalty: 2677.293213
	Iteration 5Q: 3 clusters Score -948075 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -948166.250000 Penalty: 2677.293213
	Iteration 6Q: 3 clusters Score -948166.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -948263.875000 Penalty: 2677.293213
	Iteration 7Q: 3 clusters Score -948263.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -948345.875000 Penalty: 2677.293213
	Iteration 8Q: 3 clusters Score -948345.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -948435.125000 Penalty: 2677.293213
	Iteration 9Q: 3 clusters Score -948435.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -948506.750000 Penalty: 2677.293213
	Iteration 10Q: 3 clusters Score -948506.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -948577.312500 Penalty: 2677.293213
	Iteration 11Q: 3 clusters Score -948577.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -948666.312500 Penalty: 2677.293213
	Iteration 12Q: 3 clusters Score -948666.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -948761.062500 Penalty: 2677.293213
	Iteration 13Q: 3 clusters Score -948761.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -948874.062500 Penalty: 2677.293213
	Iteration 14Q: 3 clusters Score -948874.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -948979.312500 Penalty: 2677.293213
	Iteration 15Q: 3 clusters Score -948979.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -949087.687500 Penalty: 2677.293213
	Iteration 16Q: 3 clusters Score -949087.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -949190.562500 Penalty: 2677.293213
	Iteration 17Q: 3 clusters Score -949190.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -949293.937500 Penalty: 2677.293213
	Iteration 18Q: 3 clusters Score -949293.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -949405.750000 Penalty: 2677.293213
	Iteration 19Q: 3 clusters Score -949405.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -949503.687500 Penalty: 2677.293213
	Iteration 20F: 3 clusters Score -949503.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -949580.750000 Penalty: 2677.293213
	Iteration 21Q: 3 clusters Score -949580.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -949651.500000 Penalty: 2677.293213
	Iteration 22Q: 3 clusters Score -949651.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -949723.250000 Penalty: 2677.293213
	Iteration 23Q: 3 clusters Score -949723.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -949782.625000 Penalty: 2677.293213
	Iteration 24Q: 3 clusters Score -949782.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -949829.312500 Penalty: 2677.293213
	Iteration 25Q: 3 clusters Score -949829.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -949867.687500 Penalty: 2677.293213
	Iteration 26Q: 3 clusters Score -949867.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -949903.687500 Penalty: 2677.293213
	Iteration 27Q: 3 clusters Score -949903.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -949932.500000 Penalty: 2677.293213
	Iteration 28Q: 3 clusters Score -949932.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -949958.562500 Penalty: 2677.293213
	Iteration 29Q: 3 clusters Score -949958.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -949982.437500 Penalty: 2677.293213
	Iteration 30Q: 3 clusters Score -949982.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -950009.437500 Penalty: 2677.293213
	Iteration 31Q: 3 clusters Score -950009.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -950025.187500 Penalty: 2677.293213
	Iteration 32Q: 3 clusters Score -950025.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -950037.062500 Penalty: 2677.293213
	Iteration 33Q: 3 clusters Score -950037.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -950052.687500 Penalty: 2677.293213
	Iteration 34Q: 3 clusters Score -950052.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -950067.687500 Penalty: 2677.293213
	Iteration 35Q: 3 clusters Score -950067.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -950076.875000 Penalty: 2677.293213
	Iteration 36Q: 3 clusters Score -950076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -950086.375000 Penalty: 2677.293213
	Iteration 37Q: 3 clusters Score -950086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -950096.625000 Penalty: 2677.293213
	Iteration 38Q: 3 clusters Score -950096.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -950106.625000 Penalty: 2677.293213
	Iteration 39Q: 3 clusters Score -950106.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -950115.625000 Penalty: 2677.293213
	Iteration 40F: 3 clusters Score -950115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -950124.562500 Penalty: 2677.293213
	Iteration 41Q: 3 clusters Score -950124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -950127.062500 Penalty: 2677.293213
	Iteration 42Q: 3 clusters Score -950127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -950126.250000 Penalty: 2677.293213
	Iteration 43Q: 3 clusters Score -950126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -950128.437500 Penalty: 2677.293213
	Iteration 44Q: 3 clusters Score -950128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -950129.125000 Penalty: 2677.293213
	Iteration 45Q: 3 clusters Score -950129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -950132.562500 Penalty: 2677.293213
	Iteration 46Q: 3 clusters Score -950132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -950130.875000 Penalty: 2677.293213
	Iteration 47Q: 3 clusters Score -950130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -950134.187500 Penalty: 2677.293213
	Iteration 48Q: 3 clusters Score -950134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -950134.625000 Penalty: 2677.293213
	Iteration 49Q: 3 clusters Score -950134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -950136.062500 Penalty: 2677.293213
	Iteration 50Q: 3 clusters Score -950136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -950135.375000 Penalty: 2677.293213
	Iteration 51Q: 3 clusters Score -950135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -950135.375000 Penalty: 2677.293213
	Iteration 52F: 3 clusters Score -950135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Entering Unmasked Estep 
Score: -1331971.000000 Penalty: 1397.230835
	Iteration 0F: 2 clusters Score -1331971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1324008.375000 Penalty: 2794.461670
	Iteration 0F: 3 clusters Score -1324008 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1326770.375000 Penalty: 2794.461670
	Iteration 1F: 3 clusters Score -1326770 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1327221.250000 Penalty: 2794.461670
	Iteration 2F: 3 clusters Score -1327221 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1327614.750000 Penalty: 2794.461670
	Iteration 3F: 3 clusters Score -1327615 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1327931.250000 Penalty: 2794.461670
	Iteration 4F: 3 clusters Score -1327931 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1328206.375000 Penalty: 2794.461670
	Iteration 5Q: 3 clusters Score -1328206 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1328499.875000 Penalty: 2794.461670
	Iteration 6Q: 3 clusters Score -1328500 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1328760.250000 Penalty: 2794.461670
	Iteration 7Q: 3 clusters Score -1328760 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1329009.125000 Penalty: 2794.461670
	Iteration 8Q: 3 clusters Score -1329009 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1329260.125000 Penalty: 2794.461670
	Iteration 9Q: 3 clusters Score -1329260 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1329524.750000 Penalty: 2794.461670
	Iteration 10Q: 3 clusters Score -1329525 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1329797.625000 Penalty: 2794.461670
	Iteration 11Q: 3 clusters Score -1329798 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1330047.875000 Penalty: 2794.461670
	Iteration 12Q: 3 clusters Score -1330048 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1330238.250000 Penalty: 2794.461670
	Iteration 13Q: 3 clusters Score -1330238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1330357.625000 Penalty: 2794.461670
	Iteration 14Q: 3 clusters Score -1330358 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1330455.500000 Penalty: 2794.461670
	Iteration 15Q: 3 clusters Score -1330456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1330522.125000 Penalty: 2794.461670
	Iteration 16Q: 3 clusters Score -1330522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1330577.250000 Penalty: 2794.461670
	Iteration 17Q: 3 clusters Score -1330577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1330618.000000 Penalty: 2794.461670
	Iteration 18Q: 3 clusters Score -1330618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1330651.000000 Penalty: 2794.461670
	Iteration 19Q: 3 clusters Score -1330651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1330681.375000 Penalty: 2794.461670
	Iteration 20F: 3 clusters Score -1330681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1330716.375000 Penalty: 2794.461670
	Iteration 21Q: 3 clusters Score -1330716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1330739.000000 Penalty: 2794.461670
	Iteration 22Q: 3 clusters Score -1330739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1330763.625000 Penalty: 2794.461670
	Iteration 23Q: 3 clusters Score -1330764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1330790.250000 Penalty: 2794.461670
	Iteration 24Q: 3 clusters Score -1330790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1330809.875000 Penalty: 2794.461670
	Iteration 25Q: 3 clusters Score -1330810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1330833.750000 Penalty: 2794.461670
	Iteration 26Q: 3 clusters Score -1330834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1330858.875000 Penalty: 2794.461670
	Iteration 27Q: 3 clusters Score -1330859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1330881.125000 Penalty: 2794.461670
	Iteration 28Q: 3 clusters Score -1330881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1330914.000000 Penalty: 2794.461670
	Iteration 29Q: 3 clusters Score -1330914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1330940.000000 Penalty: 2794.461670
	Iteration 30Q: 3 clusters Score -1330940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1330960.500000 Penalty: 2794.461670
	Iteration 31Q: 3 clusters Score -1330960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1330980.250000 Penalty: 2794.461670
	Iteration 32Q: 3 clusters Score -1330980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1330997.375000 Penalty: 2794.461670
	Iteration 33Q: 3 clusters Score -1330997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1331019.000000 Penalty: 2794.461670
	Iteration 34Q: 3 clusters Score -1331019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1331043.125000 Penalty: 2794.461670
	Iteration 35Q: 3 clusters Score -1331043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1331056.625000 Penalty: 2794.461670
	Iteration 36Q: 3 clusters Score -1331057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1331066.625000 Penalty: 2794.461670
	Iteration 37Q: 3 clusters Score -1331067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1331076.500000 Penalty: 2794.461670
	Iteration 38Q: 3 clusters Score -1331076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1331091.125000 Penalty: 2794.461670
	Iteration 39Q: 3 clusters Score -1331091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1331101.500000 Penalty: 2794.461670
	Iteration 40F: 3 clusters Score -1331102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1331109.500000 Penalty: 2794.461670
	Iteration 41Q: 3 clusters Score -1331110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1331117.250000 Penalty: 2794.461670
	Iteration 42Q: 3 clusters Score -1331117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1331126.125000 Penalty: 2794.461670
	Iteration 43Q: 3 clusters Score -1331126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1331132.875000 Penalty: 2794.461670
	Iteration 44Q: 3 clusters Score -1331133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1331136.750000 Penalty: 2794.461670
	Iteration 45Q: 3 clusters Score -1331137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1331142.375000 Penalty: 2794.461670
	Iteration 46Q: 3 clusters Score -1331142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1331147.375000 Penalty: 2794.461670
	Iteration 47Q: 3 clusters Score -1331147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1331161.875000 Penalty: 2794.461670
	Iteration 48Q: 3 clusters Score -1331162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1331160.750000 Penalty: 2794.461670
	Iteration 49Q: 3 clusters Score -1331161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1331163.125000 Penalty: 2794.461670
	Iteration 50Q: 3 clusters Score -1331163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1331166.875000 Penalty: 2794.461670
	Iteration 51Q: 3 clusters Score -1331167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1331171.750000 Penalty: 2794.461670
	Iteration 52Q: 3 clusters Score -1331172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1331178.500000 Penalty: 2794.461670
	Iteration 53Q: 3 clusters Score -1331178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1331193.000000 Penalty: 2794.461670
	Iteration 54Q: 3 clusters Score -1331193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1331201.500000 Penalty: 2794.461670
	Iteration 55Q: 3 clusters Score -1331202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1331207.750000 Penalty: 2794.461670
	Iteration 56Q: 3 clusters Score -1331208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1331208.750000 Penalty: 2794.461670
	Iteration 57Q: 3 clusters Score -1331209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1331212.750000 Penalty: 2794.461670
	Iteration 58Q: 3 clusters Score -1331213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1331210.500000 Penalty: 2794.461670
	Iteration 59Q: 3 clusters Score -1331210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1331217.500000 Penalty: 2794.461670
	Iteration 60F: 3 clusters Score -1331218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1331217.875000 Penalty: 2794.461670
	Iteration 61Q: 3 clusters Score -1331218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1331221.625000 Penalty: 2794.461670
	Iteration 62Q: 3 clusters Score -1331222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1331225.125000 Penalty: 2794.461670
	Iteration 63Q: 3 clusters Score -1331225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1331227.375000 Penalty: 2794.461670
	Iteration 64Q: 3 clusters Score -1331227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1331224.500000 Penalty: 2794.461670
	Iteration 65Q: 3 clusters Score -1331224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1331227.250000 Penalty: 2794.461670
	Iteration 66Q: 3 clusters Score -1331227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1331225.750000 Penalty: 2794.461670
	Iteration 67Q: 3 clusters Score -1331226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1331227.750000 Penalty: 2794.461670
	Iteration 68Q: 3 clusters Score -1331228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1331229.500000 Penalty: 2794.461670
	Iteration 69Q: 3 clusters Score -1331230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1331228.000000 Penalty: 2794.461670
	Iteration 70Q: 3 clusters Score -1331228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1331229.250000 Penalty: 2794.461670
	Iteration 71Q: 3 clusters Score -1331229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1331230.750000 Penalty: 2794.461670
	Iteration 72Q: 3 clusters Score -1331231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1331232.500000 Penalty: 2794.461670
	Iteration 73Q: 3 clusters Score -1331232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1331232.500000 Penalty: 2794.461670
	Iteration 74F: 3 clusters Score -1331232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -274114.281250 Penalty: 1163.082886
	Iteration 0F: 2 clusters Score -274114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271942.437500 Penalty: 2326.165771
	Iteration 0F: 3 clusters Score -271942.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272523.562500 Penalty: 2326.165771
	Iteration 1F: 3 clusters Score -272523.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272643.375000 Penalty: 2326.165771
	Iteration 2F: 3 clusters Score -272643.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -272721.531250 Penalty: 2326.165771
	Iteration 3Q: 3 clusters Score -272721.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -272776.812500 Penalty: 2326.165771
	Iteration 4Q: 3 clusters Score -272776.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -272811.531250 Penalty: 2326.165771
	Iteration 5Q: 3 clusters Score -272811.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -272833.625000 Penalty: 2326.165771
	Iteration 6Q: 3 clusters Score -272833.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -272846.750000 Penalty: 2326.165771
	Iteration 7Q: 3 clusters Score -272846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -272856.937500 Penalty: 2326.165771
	Iteration 8Q: 3 clusters Score -272856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -272870.312500 Penalty: 2326.165771
	Iteration 9Q: 3 clusters Score -272870.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -272887.562500 Penalty: 2326.165771
	Iteration 10Q: 3 clusters Score -272887.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -272904.625000 Penalty: 2326.165771
	Iteration 11Q: 3 clusters Score -272904.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -272920.843750 Penalty: 2326.165771
	Iteration 12Q: 3 clusters Score -272920.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -272934.593750 Penalty: 2326.165771
	Iteration 13Q: 3 clusters Score -272934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272945.062500 Penalty: 2326.165771
	Iteration 14Q: 3 clusters Score -272945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -272953.375000 Penalty: 2326.165771
	Iteration 15Q: 3 clusters Score -272953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -272961.437500 Penalty: 2326.165771
	Iteration 16Q: 3 clusters Score -272961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -272965.593750 Penalty: 2326.165771
	Iteration 17Q: 3 clusters Score -272965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -272970.218750 Penalty: 2326.165771
	Iteration 18Q: 3 clusters Score -272970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -272974.781250 Penalty: 2326.165771
	Iteration 19Q: 3 clusters Score -272974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -272980.437500 Penalty: 2326.165771
	Iteration 20F: 3 clusters Score -272980.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -272988.406250 Penalty: 2326.165771
	Iteration 21Q: 3 clusters Score -272988.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -272995.781250 Penalty: 2326.165771
	Iteration 22Q: 3 clusters Score -272995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -273002.031250 Penalty: 2326.165771
	Iteration 23Q: 3 clusters Score -273002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -273007.781250 Penalty: 2326.165771
	Iteration 24Q: 3 clusters Score -273007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -273013.437500 Penalty: 2326.165771
	Iteration 25Q: 3 clusters Score -273013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -273018.968750 Penalty: 2326.165771
	Iteration 26Q: 3 clusters Score -273019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -273027.093750 Penalty: 2326.165771
	Iteration 27Q: 3 clusters Score -273027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -273033.718750 Penalty: 2326.165771
	Iteration 28Q: 3 clusters Score -273033.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -273042.656250 Penalty: 2326.165771
	Iteration 29Q: 3 clusters Score -273042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -273049.906250 Penalty: 2326.165771
	Iteration 30Q: 3 clusters Score -273049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -273054.468750 Penalty: 2326.165771
	Iteration 31Q: 3 clusters Score -273054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -273056.406250 Penalty: 2326.165771
	Iteration 32Q: 3 clusters Score -273056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -273058.781250 Penalty: 2326.165771
	Iteration 33Q: 3 clusters Score -273058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -273060.375000 Penalty: 2326.165771
	Iteration 34Q: 3 clusters Score -273060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -273060.968750 Penalty: 2326.165771
	Iteration 35Q: 3 clusters Score -273061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -273060.968750 Penalty: 2326.165771
	Iteration 36F: 3 clusters Score -273061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -305661.500000 Penalty: 1181.081421
	Iteration 0F: 2 clusters Score -305661.5 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 1423 members 
Entering Unmasked Estep 
Score: -303322.718750 Penalty: 2362.162842
	Iteration 0F: 3 clusters Score -303322.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -303900.437500 Penalty: 2362.162842
	Iteration 1F: 3 clusters Score -303900.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -304041.500000 Penalty: 2362.162842
	Iteration 2F: 3 clusters Score -304041.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -304115.375000 Penalty: 2362.162842
	Iteration 3Q: 3 clusters Score -304115.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -304167.531250 Penalty: 2362.162842
	Iteration 4Q: 3 clusters Score -304167.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304199.250000 Penalty: 2362.162842
	Iteration 5Q: 3 clusters Score -304199.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -304217.375000 Penalty: 2362.162842
	Iteration 6Q: 3 clusters Score -304217.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -304232.093750 Penalty: 2362.162842
	Iteration 7Q: 3 clusters Score -304232.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -304247.093750 Penalty: 2362.162842
	Iteration 8Q: 3 clusters Score -304247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -304255.656250 Penalty: 2362.162842
	Iteration 9Q: 3 clusters Score -304255.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -304267.718750 Penalty: 2362.162842
	Iteration 10Q: 3 clusters Score -304267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304277.718750 Penalty: 2362.162842
	Iteration 11Q: 3 clusters Score -304277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -304285.812500 Penalty: 2362.162842
	Iteration 12Q: 3 clusters Score -304285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304288.812500 Penalty: 2362.162842
	Iteration 13Q: 3 clusters Score -304288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304289.875000 Penalty: 2362.162842
	Iteration 14Q: 3 clusters Score -304289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -304290.843750 Penalty: 2362.162842
	Iteration 15Q: 3 clusters Score -304290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -304293.156250 Penalty: 2362.162842
	Iteration 16Q: 3 clusters Score -304293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304294.343750 Penalty: 2362.162842
	Iteration 17Q: 3 clusters Score -304294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304295.031250 Penalty: 2362.162842
	Iteration 18Q: 3 clusters Score -304295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -304294.500000 Penalty: 2362.162842
	Iteration 19Q: 3 clusters Score -304294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304295.718750 Penalty: 2362.162842
	Iteration 20F: 3 clusters Score -304295.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -302037.031250 Penalty: 1197.564575
	Iteration 0F: 2 clusters Score -302037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -299483.406250 Penalty: 2395.129150
	Iteration 0F: 3 clusters Score -299483.4 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -300310.406250 Penalty: 2395.129150
	Iteration 1F: 3 clusters Score -300310.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -300603.468750 Penalty: 2395.129150
	Iteration 2F: 3 clusters Score -300603.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -300856.562500 Penalty: 2395.129150
	Iteration 3F: 3 clusters Score -300856.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -301093.218750 Penalty: 2395.129150
	Iteration 4F: 3 clusters Score -301093.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -301345.531250 Penalty: 2395.129150
	Iteration 5F: 3 clusters Score -301345.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -301543.937500 Penalty: 2395.129150
	Iteration 6F: 3 clusters Score -301543.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -301665.812500 Penalty: 2395.129150
	Iteration 7Q: 3 clusters Score -301665.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -301722.281250 Penalty: 2395.129150
	Iteration 8Q: 3 clusters Score -301722.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -301757.593750 Penalty: 2395.129150
	Iteration 9Q: 3 clusters Score -301757.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -301779.093750 Penalty: 2395.129150
	Iteration 10Q: 3 clusters Score -301779.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -301790.125000 Penalty: 2395.129150
	Iteration 11Q: 3 clusters Score -301790.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -301797.906250 Penalty: 2395.129150
	Iteration 12Q: 3 clusters Score -301797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301804.312500 Penalty: 2395.129150
	Iteration 13Q: 3 clusters Score -301804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -301808.468750 Penalty: 2395.129150
	Iteration 14Q: 3 clusters Score -301808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301813.625000 Penalty: 2395.129150
	Iteration 15Q: 3 clusters Score -301813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -301817.250000 Penalty: 2395.129150
	Iteration 16Q: 3 clusters Score -301817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301818.656250 Penalty: 2395.129150
	Iteration 17Q: 3 clusters Score -301818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301818.937500 Penalty: 2395.129150
	Iteration 18Q: 3 clusters Score -301818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301819.093750 Penalty: 2395.129150
	Iteration 19Q: 3 clusters Score -301819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301819.093750 Penalty: 2395.129150
	Iteration 20F: 3 clusters Score -301819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -52372.722656 Penalty: 958.650024
	Iteration 0F: 2 clusters Score -52372.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51379.207031 Penalty: 1917.300049
	Iteration 0F: 3 clusters Score -51379.21 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51611.707031 Penalty: 1917.300049
	Iteration 1F: 3 clusters Score -51611.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51742.375000 Penalty: 1917.300049
	Iteration 2F: 3 clusters Score -51742.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51864.500000 Penalty: 1917.300049
	Iteration 3Q: 3 clusters Score -51864.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51950.160156 Penalty: 1917.300049
	Iteration 4Q: 3 clusters Score -51950.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52017.269531 Penalty: 1917.300049
	Iteration 5Q: 3 clusters Score -52017.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52066.675781 Penalty: 1917.300049
	Iteration 6Q: 3 clusters Score -52066.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52142.828125 Penalty: 1917.300049
	Iteration 7Q: 3 clusters Score -52142.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -52234.304688 Penalty: 1917.300049
	Iteration 8Q: 3 clusters Score -52234.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52356.574219 Penalty: 1917.300049
	Iteration 9Q: 3 clusters Score -52356.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52477.816406 Penalty: 1917.300049
	Iteration 10Q: 3 clusters Score -52477.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -52599.375000 Penalty: 1917.300049
	Iteration 11Q: 3 clusters Score -52599.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52639.355469 Penalty: 1917.300049
	Iteration 12Q: 3 clusters Score -52639.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52649.167969 Penalty: 1917.300049
	Iteration 13Q: 3 clusters Score -52649.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52653.140625 Penalty: 1917.300049
	Iteration 14Q: 3 clusters Score -52653.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52658.554688 Penalty: 1917.300049
	Iteration 15Q: 3 clusters Score -52658.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52665.128906 Penalty: 1917.300049
	Iteration 16Q: 3 clusters Score -52665.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52665.128906 Penalty: 1917.300049
	Iteration 17F: 3 clusters Score -52665.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 24585 members 
Mstep: Class 11 contains 62724 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 20673 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 14560 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 68752 members 
Mstep: Class 19 contains 67563 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66867 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 37173 members 
Mstep: Class 33 contains 36758 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50509 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18219 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6629 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11968 members 
Mstep: Class 45 contains 2481 members 
Mstep: Class 46 contains 2800 members 
Mstep: Class 47 contains 3128 members 
Mstep: Class 48 contains 209 members 
Mstep: Class 49 contains 25297 members 
Mstep: Class 50 contains 5924 members 
Mstep: Class 51 contains 11950 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88211 members 
Mstep: Class 58 contains 419 members 
Entering Unmasked Estep 
Score: -111037232.000000 Penalty: 119266.046875
Splitting cluster 48 changes total score from -111038016.000000 to -111037232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (25297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Entering Unmasked Estep 
Score: -2953401.000000 Penalty: 1508.600098
	Iteration 0F: 2 clusters Score -2953401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2936989.000000 Penalty: 3017.200195
	Iteration 0F: 3 clusters Score -2936989 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2943074.750000 Penalty: 3017.200195
	Iteration 1F: 3 clusters Score -2943075 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2943486.500000 Penalty: 3017.200195
	Iteration 2Q: 3 clusters Score -2943486 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2943894.000000 Penalty: 3017.200195
	Iteration 3Q: 3 clusters Score -2943894 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2944242.250000 Penalty: 3017.200195
	Iteration 4Q: 3 clusters Score -2944242 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2944581.750000 Penalty: 3017.200195
	Iteration 5Q: 3 clusters Score -2944582 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2944938.250000 Penalty: 3017.200195
	Iteration 6Q: 3 clusters Score -2944938 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2945416.250000 Penalty: 3017.200195
	Iteration 7Q: 3 clusters Score -2945416 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2945891.250000 Penalty: 3017.200195
	Iteration 8Q: 3 clusters Score -2945891 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2946376.250000 Penalty: 3017.200195
	Iteration 9Q: 3 clusters Score -2946376 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2946865.750000 Penalty: 3017.200195
	Iteration 10Q: 3 clusters Score -2946866 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2947302.250000 Penalty: 3017.200195
	Iteration 11Q: 3 clusters Score -2947302 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2947737.750000 Penalty: 3017.200195
	Iteration 12Q: 3 clusters Score -2947738 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2948159.250000 Penalty: 3017.200195
	Iteration 13Q: 3 clusters Score -2948159 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2948656.250000 Penalty: 3017.200195
	Iteration 14Q: 3 clusters Score -2948656 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2949406.500000 Penalty: 3017.200195
	Iteration 15Q: 3 clusters Score -2949406 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2951061.500000 Penalty: 3017.200195
	Iteration 16Q: 3 clusters Score -2951062 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2953510.750000 Penalty: 3017.200195
	Iteration 17Q: 3 clusters Score -2953511 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2954538.750000 Penalty: 3017.200195
	Iteration 18Q: 3 clusters Score -2954539 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2955125.750000 Penalty: 3017.200195
	Iteration 19Q: 3 clusters Score -2955126 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2955709.750000 Penalty: 3017.200195
	Iteration 20F: 3 clusters Score -2955710 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2956336.750000 Penalty: 3017.200195
	Iteration 21Q: 3 clusters Score -2956337 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2956999.250000 Penalty: 3017.200195
	Iteration 22Q: 3 clusters Score -2956999 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2957692.750000 Penalty: 3017.200195
	Iteration 23Q: 3 clusters Score -2957693 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2958321.500000 Penalty: 3017.200195
	Iteration 24Q: 3 clusters Score -2958322 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2958984.500000 Penalty: 3017.200195
	Iteration 25Q: 3 clusters Score -2958984 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2959580.000000 Penalty: 3017.200195
	Iteration 26Q: 3 clusters Score -2959580 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2960177.500000 Penalty: 3017.200195
	Iteration 27Q: 3 clusters Score -2960178 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2960550.250000 Penalty: 3017.200195
	Iteration 28Q: 3 clusters Score -2960550 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2960795.750000 Penalty: 3017.200195
	Iteration 29Q: 3 clusters Score -2960796 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2960961.750000 Penalty: 3017.200195
	Iteration 30Q: 3 clusters Score -2960962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2961082.250000 Penalty: 3017.200195
	Iteration 31Q: 3 clusters Score -2961082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2961201.750000 Penalty: 3017.200195
	Iteration 32Q: 3 clusters Score -2961202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2961238.750000 Penalty: 3017.200195
	Iteration 33Q: 3 clusters Score -2961239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2961301.750000 Penalty: 3017.200195
	Iteration 34Q: 3 clusters Score -2961302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2961306.500000 Penalty: 3017.200195
	Iteration 35Q: 3 clusters Score -2961306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2961316.500000 Penalty: 3017.200195
	Iteration 36Q: 3 clusters Score -2961316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2961315.500000 Penalty: 3017.200195
	Iteration 37Q: 3 clusters Score -2961316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2961322.750000 Penalty: 3017.200195
	Iteration 38Q: 3 clusters Score -2961323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2961324.250000 Penalty: 3017.200195
	Iteration 39Q: 3 clusters Score -2961324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2961529.750000 Penalty: 3017.200195
	Iteration 40F: 3 clusters Score -2961530 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2961647.250000 Penalty: 3017.200195
	Iteration 41Q: 3 clusters Score -2961647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2961684.000000 Penalty: 3017.200195
	Iteration 42Q: 3 clusters Score -2961684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2961711.250000 Penalty: 3017.200195
	Iteration 43Q: 3 clusters Score -2961711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2961705.500000 Penalty: 3017.200195
	Iteration 44Q: 3 clusters Score -2961706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2961709.750000 Penalty: 3017.200195
	Iteration 45Q: 3 clusters Score -2961710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2961713.000000 Penalty: 3017.200195
	Iteration 46Q: 3 clusters Score -2961713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2961716.250000 Penalty: 3017.200195
	Iteration 47Q: 3 clusters Score -2961716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2961716.250000 Penalty: 3017.200195
	Iteration 48F: 3 clusters Score -2961716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 24585 members 
Mstep: Class 11 contains 62724 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 20673 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 14560 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 68752 members 
Mstep: Class 19 contains 67563 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66867 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 37173 members 
Mstep: Class 33 contains 36758 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50509 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18219 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6629 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11968 members 
Mstep: Class 45 contains 2481 members 
Mstep: Class 46 contains 2800 members 
Mstep: Class 47 contains 3128 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15227 members 
Mstep: Class 50 contains 5924 members 
Mstep: Class 51 contains 11950 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88211 members 
Mstep: Class 58 contains 10070 members 
Entering Unmasked Estep 
Score: -111046032.000000 Penalty: 119266.046875
Splitting cluster 49 changes total score from -111038016.000000 to -111046032.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 50 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -654457.312500 Penalty: 1292.591064
	Iteration 0F: 2 clusters Score -654457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -650200.875000 Penalty: 2585.182129
	Iteration 0F: 3 clusters Score -650200.9 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -651464.937500 Penalty: 2585.182129
	Iteration 1F: 3 clusters Score -651464.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -651714.812500 Penalty: 2585.182129
	Iteration 2F: 3 clusters Score -651714.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -651878.562500 Penalty: 2585.182129
	Iteration 3Q: 3 clusters Score -651878.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -652013.000000 Penalty: 2585.182129
	Iteration 4Q: 3 clusters Score -652013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -652103.125000 Penalty: 2585.182129
	Iteration 5Q: 3 clusters Score -652103.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -652174.750000 Penalty: 2585.182129
	Iteration 6Q: 3 clusters Score -652174.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -652220.562500 Penalty: 2585.182129
	Iteration 7Q: 3 clusters Score -652220.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -652261.062500 Penalty: 2585.182129
	Iteration 8Q: 3 clusters Score -652261.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -652306.750000 Penalty: 2585.182129
	Iteration 9Q: 3 clusters Score -652306.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -652338.875000 Penalty: 2585.182129
	Iteration 10Q: 3 clusters Score -652338.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -652368.812500 Penalty: 2585.182129
	Iteration 11Q: 3 clusters Score -652368.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -652396.625000 Penalty: 2585.182129
	Iteration 12Q: 3 clusters Score -652396.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -652425.250000 Penalty: 2585.182129
	Iteration 13Q: 3 clusters Score -652425.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -652456.312500 Penalty: 2585.182129
	Iteration 14Q: 3 clusters Score -652456.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -652503.562500 Penalty: 2585.182129
	Iteration 15Q: 3 clusters Score -652503.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -652563.500000 Penalty: 2585.182129
	Iteration 16Q: 3 clusters Score -652563.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -652614.875000 Penalty: 2585.182129
	Iteration 17Q: 3 clusters Score -652614.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -652664.937500 Penalty: 2585.182129
	Iteration 18Q: 3 clusters Score -652664.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -652714.812500 Penalty: 2585.182129
	Iteration 19Q: 3 clusters Score -652714.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -652773.875000 Penalty: 2585.182129
	Iteration 20F: 3 clusters Score -652773.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -652836.875000 Penalty: 2585.182129
	Iteration 21Q: 3 clusters Score -652836.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -652891.375000 Penalty: 2585.182129
	Iteration 22Q: 3 clusters Score -652891.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -652951.562500 Penalty: 2585.182129
	Iteration 23Q: 3 clusters Score -652951.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -653008.000000 Penalty: 2585.182129
	Iteration 24Q: 3 clusters Score -653008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -653042.875000 Penalty: 2585.182129
	Iteration 25Q: 3 clusters Score -653042.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -653080.187500 Penalty: 2585.182129
	Iteration 26Q: 3 clusters Score -653080.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -653109.750000 Penalty: 2585.182129
	Iteration 27Q: 3 clusters Score -653109.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -653143.937500 Penalty: 2585.182129
	Iteration 28Q: 3 clusters Score -653143.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -653183.125000 Penalty: 2585.182129
	Iteration 29Q: 3 clusters Score -653183.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -653213.625000 Penalty: 2585.182129
	Iteration 30Q: 3 clusters Score -653213.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -653251.500000 Penalty: 2585.182129
	Iteration 31Q: 3 clusters Score -653251.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -653295.062500 Penalty: 2585.182129
	Iteration 32Q: 3 clusters Score -653295.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -653332.312500 Penalty: 2585.182129
	Iteration 33Q: 3 clusters Score -653332.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -653357.687500 Penalty: 2585.182129
	Iteration 34Q: 3 clusters Score -653357.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -653370.812500 Penalty: 2585.182129
	Iteration 35Q: 3 clusters Score -653370.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -653389.500000 Penalty: 2585.182129
	Iteration 36Q: 3 clusters Score -653389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -653403.187500 Penalty: 2585.182129
	Iteration 37Q: 3 clusters Score -653403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -653412.312500 Penalty: 2585.182129
	Iteration 38Q: 3 clusters Score -653412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -653426.687500 Penalty: 2585.182129
	Iteration 39Q: 3 clusters Score -653426.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -653433.250000 Penalty: 2585.182129
	Iteration 40F: 3 clusters Score -653433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -653437.687500 Penalty: 2585.182129
	Iteration 41Q: 3 clusters Score -653437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -653442.875000 Penalty: 2585.182129
	Iteration 42Q: 3 clusters Score -653442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -653445.750000 Penalty: 2585.182129
	Iteration 43Q: 3 clusters Score -653445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -653452.312500 Penalty: 2585.182129
	Iteration 44Q: 3 clusters Score -653452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -653457.937500 Penalty: 2585.182129
	Iteration 45Q: 3 clusters Score -653457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -653460.062500 Penalty: 2585.182129
	Iteration 46Q: 3 clusters Score -653460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -653461.625000 Penalty: 2585.182129
	Iteration 47Q: 3 clusters Score -653461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -653463.250000 Penalty: 2585.182129
	Iteration 48Q: 3 clusters Score -653463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -653464.937500 Penalty: 2585.182129
	Iteration 49Q: 3 clusters Score -653464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -653465.000000 Penalty: 2585.182129
	Iteration 50Q: 3 clusters Score -653465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -653465.187500 Penalty: 2585.182129
	Iteration 51Q: 3 clusters Score -653465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -653465.187500 Penalty: 2585.182129
	Iteration 52F: 3 clusters Score -653465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (11950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Entering Unmasked Estep 
Score: -1333972.625000 Penalty: 1397.006836
	Iteration 0F: 2 clusters Score -1333973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1325986.000000 Penalty: 2794.013672
	Iteration 0F: 3 clusters Score -1325986 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1328629.250000 Penalty: 2794.013672
	Iteration 1F: 3 clusters Score -1328629 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1328996.375000 Penalty: 2794.013672
	Iteration 2F: 3 clusters Score -1328996 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1329269.625000 Penalty: 2794.013672
	Iteration 3F: 3 clusters Score -1329270 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1329482.875000 Penalty: 2794.013672
	Iteration 4Q: 3 clusters Score -1329483 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1329654.125000 Penalty: 2794.013672
	Iteration 5Q: 3 clusters Score -1329654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1329825.500000 Penalty: 2794.013672
	Iteration 6Q: 3 clusters Score -1329826 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1329985.250000 Penalty: 2794.013672
	Iteration 7Q: 3 clusters Score -1329985 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1330119.625000 Penalty: 2794.013672
	Iteration 8Q: 3 clusters Score -1330120 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1330252.750000 Penalty: 2794.013672
	Iteration 9Q: 3 clusters Score -1330253 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1330367.125000 Penalty: 2794.013672
	Iteration 10Q: 3 clusters Score -1330367 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1330501.500000 Penalty: 2794.013672
	Iteration 11Q: 3 clusters Score -1330502 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1330659.375000 Penalty: 2794.013672
	Iteration 12Q: 3 clusters Score -1330659 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1330830.625000 Penalty: 2794.013672
	Iteration 13Q: 3 clusters Score -1330831 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1331004.375000 Penalty: 2794.013672
	Iteration 14Q: 3 clusters Score -1331004 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1331224.875000 Penalty: 2794.013672
	Iteration 15Q: 3 clusters Score -1331225 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1331477.625000 Penalty: 2794.013672
	Iteration 16Q: 3 clusters Score -1331478 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1331750.125000 Penalty: 2794.013672
	Iteration 17Q: 3 clusters Score -1331750 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1332029.875000 Penalty: 2794.013672
	Iteration 18Q: 3 clusters Score -1332030 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1332392.375000 Penalty: 2794.013672
	Iteration 19Q: 3 clusters Score -1332392 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1332831.000000 Penalty: 2794.013672
	Iteration 20F: 3 clusters Score -1332831 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1333363.375000 Penalty: 2794.013672
	Iteration 21Q: 3 clusters Score -1333363 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1333823.625000 Penalty: 2794.013672
	Iteration 22Q: 3 clusters Score -1333824 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1334115.250000 Penalty: 2794.013672
	Iteration 23Q: 3 clusters Score -1334115 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1334252.750000 Penalty: 2794.013672
	Iteration 24Q: 3 clusters Score -1334253 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1334326.625000 Penalty: 2794.013672
	Iteration 25Q: 3 clusters Score -1334327 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1334373.000000 Penalty: 2794.013672
	Iteration 26Q: 3 clusters Score -1334373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1334402.375000 Penalty: 2794.013672
	Iteration 27Q: 3 clusters Score -1334402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1334419.750000 Penalty: 2794.013672
	Iteration 28Q: 3 clusters Score -1334420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1334431.250000 Penalty: 2794.013672
	Iteration 29Q: 3 clusters Score -1334431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1334441.250000 Penalty: 2794.013672
	Iteration 30Q: 3 clusters Score -1334441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1334445.000000 Penalty: 2794.013672
	Iteration 31Q: 3 clusters Score -1334445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1334444.500000 Penalty: 2794.013672
	Iteration 32Q: 3 clusters Score -1334444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1334447.750000 Penalty: 2794.013672
	Iteration 33Q: 3 clusters Score -1334448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1334448.250000 Penalty: 2794.013672
	Iteration 34Q: 3 clusters Score -1334448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1334447.375000 Penalty: 2794.013672
	Iteration 35Q: 3 clusters Score -1334447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1334449.875000 Penalty: 2794.013672
	Iteration 36Q: 3 clusters Score -1334450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1334450.250000 Penalty: 2794.013672
	Iteration 37Q: 3 clusters Score -1334450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1334448.875000 Penalty: 2794.013672
	Iteration 38Q: 3 clusters Score -1334449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1334448.000000 Penalty: 2794.013672
	Iteration 39Q: 3 clusters Score -1334448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1334446.250000 Penalty: 2794.013672
	Iteration 40F: 3 clusters Score -1334446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1334445.750000 Penalty: 2794.013672
	Iteration 41Q: 3 clusters Score -1334446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1334449.250000 Penalty: 2794.013672
	Iteration 42Q: 3 clusters Score -1334449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1334447.875000 Penalty: 2794.013672
	Iteration 43Q: 3 clusters Score -1334448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1334447.875000 Penalty: 2794.013672
	Iteration 44F: 3 clusters Score -1334448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 24585 members 
Mstep: Class 11 contains 62724 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 20673 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 14560 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 68752 members 
Mstep: Class 19 contains 67563 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66867 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 37173 members 
Mstep: Class 33 contains 36758 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50509 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18219 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6629 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11968 members 
Mstep: Class 45 contains 2481 members 
Mstep: Class 46 contains 2800 members 
Mstep: Class 47 contains 3128 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15227 members 
Mstep: Class 50 contains 5924 members 
Mstep: Class 51 contains 6030 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88211 members 
Mstep: Class 58 contains 10070 members 
Mstep: Class 59 contains 5920 members 
Entering Unmasked Estep 
Score: -111045568.000000 Penalty: 121322.359375
Splitting cluster 51 changes total score from -111038016.000000 to -111045568.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 52 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -842823.312500 Penalty: 1320.684326
	Iteration 0F: 2 clusters Score -842823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -837849.562500 Penalty: 2641.368652
	Iteration 0F: 3 clusters Score -837849.6 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -839429.812500 Penalty: 2641.368652
	Iteration 1F: 3 clusters Score -839429.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -839698.687500 Penalty: 2641.368652
	Iteration 2F: 3 clusters Score -839698.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -839857.875000 Penalty: 2641.368652
	Iteration 3Q: 3 clusters Score -839857.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -839949.000000 Penalty: 2641.368652
	Iteration 4Q: 3 clusters Score -839949 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -840029.500000 Penalty: 2641.368652
	Iteration 5Q: 3 clusters Score -840029.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -840101.750000 Penalty: 2641.368652
	Iteration 6Q: 3 clusters Score -840101.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -840154.500000 Penalty: 2641.368652
	Iteration 7Q: 3 clusters Score -840154.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -840195.937500 Penalty: 2641.368652
	Iteration 8Q: 3 clusters Score -840195.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -840249.312500 Penalty: 2641.368652
	Iteration 9Q: 3 clusters Score -840249.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -840303.312500 Penalty: 2641.368652
	Iteration 10Q: 3 clusters Score -840303.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -840359.062500 Penalty: 2641.368652
	Iteration 11Q: 3 clusters Score -840359.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -840431.687500 Penalty: 2641.368652
	Iteration 12Q: 3 clusters Score -840431.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -840517.437500 Penalty: 2641.368652
	Iteration 13Q: 3 clusters Score -840517.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -840598.625000 Penalty: 2641.368652
	Iteration 14Q: 3 clusters Score -840598.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -840709.562500 Penalty: 2641.368652
	Iteration 15Q: 3 clusters Score -840709.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -840826.812500 Penalty: 2641.368652
	Iteration 16Q: 3 clusters Score -840826.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -840946.875000 Penalty: 2641.368652
	Iteration 17Q: 3 clusters Score -840946.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -841078.875000 Penalty: 2641.368652
	Iteration 18Q: 3 clusters Score -841078.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -841188.687500 Penalty: 2641.368652
	Iteration 19Q: 3 clusters Score -841188.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -841307.125000 Penalty: 2641.368652
	Iteration 20F: 3 clusters Score -841307.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -841398.375000 Penalty: 2641.368652
	Iteration 21Q: 3 clusters Score -841398.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -841480.625000 Penalty: 2641.368652
	Iteration 22Q: 3 clusters Score -841480.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -841530.937500 Penalty: 2641.368652
	Iteration 23Q: 3 clusters Score -841530.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -841587.812500 Penalty: 2641.368652
	Iteration 24Q: 3 clusters Score -841587.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -841628.062500 Penalty: 2641.368652
	Iteration 25Q: 3 clusters Score -841628.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -841650.062500 Penalty: 2641.368652
	Iteration 26Q: 3 clusters Score -841650.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -841664.437500 Penalty: 2641.368652
	Iteration 27Q: 3 clusters Score -841664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -841674.625000 Penalty: 2641.368652
	Iteration 28Q: 3 clusters Score -841674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -841682.625000 Penalty: 2641.368652
	Iteration 29Q: 3 clusters Score -841682.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -841691.875000 Penalty: 2641.368652
	Iteration 30Q: 3 clusters Score -841691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -841700.437500 Penalty: 2641.368652
	Iteration 31Q: 3 clusters Score -841700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -841704.750000 Penalty: 2641.368652
	Iteration 32Q: 3 clusters Score -841704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -841707.750000 Penalty: 2641.368652
	Iteration 33Q: 3 clusters Score -841707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -841709.562500 Penalty: 2641.368652
	Iteration 34Q: 3 clusters Score -841709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -841711.187500 Penalty: 2641.368652
	Iteration 35Q: 3 clusters Score -841711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -841714.000000 Penalty: 2641.368652
	Iteration 36Q: 3 clusters Score -841714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -841716.687500 Penalty: 2641.368652
	Iteration 37Q: 3 clusters Score -841716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -841720.625000 Penalty: 2641.368652
	Iteration 38Q: 3 clusters Score -841720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -841730.000000 Penalty: 2641.368652
	Iteration 39Q: 3 clusters Score -841730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -841733.500000 Penalty: 2641.368652
	Iteration 40F: 3 clusters Score -841733.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -841736.437500 Penalty: 2641.368652
	Iteration 41Q: 3 clusters Score -841736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -841741.625000 Penalty: 2641.368652
	Iteration 42Q: 3 clusters Score -841741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -841749.625000 Penalty: 2641.368652
	Iteration 43Q: 3 clusters Score -841749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -841753.250000 Penalty: 2641.368652
	Iteration 44Q: 3 clusters Score -841753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -841756.937500 Penalty: 2641.368652
	Iteration 45Q: 3 clusters Score -841756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -841760.500000 Penalty: 2641.368652
	Iteration 46Q: 3 clusters Score -841760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -841760.937500 Penalty: 2641.368652
	Iteration 47Q: 3 clusters Score -841760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -841761.687500 Penalty: 2641.368652
	Iteration 48Q: 3 clusters Score -841761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -841762.562500 Penalty: 2641.368652
	Iteration 49Q: 3 clusters Score -841762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -841762.562500 Penalty: 2641.368652
	Iteration 50F: 3 clusters Score -841762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -26952.804688 Penalty: 881.926636
	Iteration 0F: 2 clusters Score -26952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26205.287109 Penalty: 1763.853271
	Iteration 0F: 3 clusters Score -26205.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26390.238281 Penalty: 1763.853271
	Iteration 1F: 3 clusters Score -26390.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26453.380859 Penalty: 1763.853271
	Iteration 2Q: 3 clusters Score -26453.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26503.310547 Penalty: 1763.853271
	Iteration 3Q: 3 clusters Score -26503.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26515.763672 Penalty: 1763.853271
	Iteration 4Q: 3 clusters Score -26515.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26525.869141 Penalty: 1763.853271
	Iteration 5Q: 3 clusters Score -26525.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26530.117188 Penalty: 1763.853271
	Iteration 6Q: 3 clusters Score -26530.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26533.128906 Penalty: 1763.853271
	Iteration 7Q: 3 clusters Score -26533.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26533.128906 Penalty: 1763.853271
	Iteration 8F: 3 clusters Score -26533.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1248951.125000 Penalty: 1386.576050
	Iteration 0F: 2 clusters Score -1248951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1241372.750000 Penalty: 2773.152100
	Iteration 0F: 3 clusters Score -1241373 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1243953.750000 Penalty: 2773.152100
	Iteration 1F: 3 clusters Score -1243954 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1244289.625000 Penalty: 2773.152100
	Iteration 2F: 3 clusters Score -1244290 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1244529.750000 Penalty: 2773.152100
	Iteration 3F: 3 clusters Score -1244530 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1244695.875000 Penalty: 2773.152100
	Iteration 4Q: 3 clusters Score -1244696 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1244830.750000 Penalty: 2773.152100
	Iteration 5Q: 3 clusters Score -1244831 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1244955.500000 Penalty: 2773.152100
	Iteration 6Q: 3 clusters Score -1244956 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1245080.500000 Penalty: 2773.152100
	Iteration 7Q: 3 clusters Score -1245080 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1245208.625000 Penalty: 2773.152100
	Iteration 8Q: 3 clusters Score -1245209 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1245324.125000 Penalty: 2773.152100
	Iteration 9Q: 3 clusters Score -1245324 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1245438.250000 Penalty: 2773.152100
	Iteration 10Q: 3 clusters Score -1245438 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1245554.750000 Penalty: 2773.152100
	Iteration 11Q: 3 clusters Score -1245555 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1245695.375000 Penalty: 2773.152100
	Iteration 12Q: 3 clusters Score -1245695 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1245837.625000 Penalty: 2773.152100
	Iteration 13Q: 3 clusters Score -1245838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1245991.000000 Penalty: 2773.152100
	Iteration 14Q: 3 clusters Score -1245991 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1246120.500000 Penalty: 2773.152100
	Iteration 15Q: 3 clusters Score -1246120 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1246230.000000 Penalty: 2773.152100
	Iteration 16Q: 3 clusters Score -1246230 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1246318.375000 Penalty: 2773.152100
	Iteration 17Q: 3 clusters Score -1246318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1246404.750000 Penalty: 2773.152100
	Iteration 18Q: 3 clusters Score -1246405 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1246476.125000 Penalty: 2773.152100
	Iteration 19Q: 3 clusters Score -1246476 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1246523.625000 Penalty: 2773.152100
	Iteration 20F: 3 clusters Score -1246524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1246553.000000 Penalty: 2773.152100
	Iteration 21Q: 3 clusters Score -1246553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1246575.625000 Penalty: 2773.152100
	Iteration 22Q: 3 clusters Score -1246576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1246597.250000 Penalty: 2773.152100
	Iteration 23Q: 3 clusters Score -1246597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1246622.875000 Penalty: 2773.152100
	Iteration 24Q: 3 clusters Score -1246623 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1246649.250000 Penalty: 2773.152100
	Iteration 25Q: 3 clusters Score -1246649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1246666.875000 Penalty: 2773.152100
	Iteration 26Q: 3 clusters Score -1246667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1246687.625000 Penalty: 2773.152100
	Iteration 27Q: 3 clusters Score -1246688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1246711.750000 Penalty: 2773.152100
	Iteration 28Q: 3 clusters Score -1246712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1246726.500000 Penalty: 2773.152100
	Iteration 29Q: 3 clusters Score -1246726 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1246748.375000 Penalty: 2773.152100
	Iteration 30Q: 3 clusters Score -1246748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1246772.375000 Penalty: 2773.152100
	Iteration 31Q: 3 clusters Score -1246772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1246790.000000 Penalty: 2773.152100
	Iteration 32Q: 3 clusters Score -1246790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1246807.625000 Penalty: 2773.152100
	Iteration 33Q: 3 clusters Score -1246808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1246824.500000 Penalty: 2773.152100
	Iteration 34Q: 3 clusters Score -1246824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1246845.250000 Penalty: 2773.152100
	Iteration 35Q: 3 clusters Score -1246845 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1246875.875000 Penalty: 2773.152100
	Iteration 36Q: 3 clusters Score -1246876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1246898.625000 Penalty: 2773.152100
	Iteration 37Q: 3 clusters Score -1246899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1246914.250000 Penalty: 2773.152100
	Iteration 38Q: 3 clusters Score -1246914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1246931.125000 Penalty: 2773.152100
	Iteration 39Q: 3 clusters Score -1246931 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1246953.000000 Penalty: 2773.152100
	Iteration 40F: 3 clusters Score -1246953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1246976.250000 Penalty: 2773.152100
	Iteration 41Q: 3 clusters Score -1246976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1247002.875000 Penalty: 2773.152100
	Iteration 42Q: 3 clusters Score -1247003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1247013.000000 Penalty: 2773.152100
	Iteration 43Q: 3 clusters Score -1247013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1247020.875000 Penalty: 2773.152100
	Iteration 44Q: 3 clusters Score -1247021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1247033.375000 Penalty: 2773.152100
	Iteration 45Q: 3 clusters Score -1247033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1247042.625000 Penalty: 2773.152100
	Iteration 46Q: 3 clusters Score -1247043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1247057.500000 Penalty: 2773.152100
	Iteration 47Q: 3 clusters Score -1247058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1247081.000000 Penalty: 2773.152100
	Iteration 48Q: 3 clusters Score -1247081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1247103.375000 Penalty: 2773.152100
	Iteration 49Q: 3 clusters Score -1247103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1247122.875000 Penalty: 2773.152100
	Iteration 50Q: 3 clusters Score -1247123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1247145.625000 Penalty: 2773.152100
	Iteration 51Q: 3 clusters Score -1247146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1247159.250000 Penalty: 2773.152100
	Iteration 52Q: 3 clusters Score -1247159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1247182.000000 Penalty: 2773.152100
	Iteration 53Q: 3 clusters Score -1247182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1247218.250000 Penalty: 2773.152100
	Iteration 54Q: 3 clusters Score -1247218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1247254.625000 Penalty: 2773.152100
	Iteration 55Q: 3 clusters Score -1247255 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1247303.375000 Penalty: 2773.152100
	Iteration 56Q: 3 clusters Score -1247303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1247366.375000 Penalty: 2773.152100
	Iteration 57Q: 3 clusters Score -1247366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1247432.750000 Penalty: 2773.152100
	Iteration 58Q: 3 clusters Score -1247433 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1247493.875000 Penalty: 2773.152100
	Iteration 59Q: 3 clusters Score -1247494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1247539.500000 Penalty: 2773.152100
	Iteration 60F: 3 clusters Score -1247540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1247580.250000 Penalty: 2773.152100
	Iteration 61Q: 3 clusters Score -1247580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1247614.375000 Penalty: 2773.152100
	Iteration 62Q: 3 clusters Score -1247614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1247641.500000 Penalty: 2773.152100
	Iteration 63Q: 3 clusters Score -1247642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1247663.875000 Penalty: 2773.152100
	Iteration 64Q: 3 clusters Score -1247664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1247686.750000 Penalty: 2773.152100
	Iteration 65Q: 3 clusters Score -1247687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1247712.750000 Penalty: 2773.152100
	Iteration 66Q: 3 clusters Score -1247713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1247750.125000 Penalty: 2773.152100
	Iteration 67Q: 3 clusters Score -1247750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1247777.875000 Penalty: 2773.152100
	Iteration 68Q: 3 clusters Score -1247778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1247819.000000 Penalty: 2773.152100
	Iteration 69Q: 3 clusters Score -1247819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1247853.000000 Penalty: 2773.152100
	Iteration 70Q: 3 clusters Score -1247853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1247887.000000 Penalty: 2773.152100
	Iteration 71Q: 3 clusters Score -1247887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1247919.500000 Penalty: 2773.152100
	Iteration 72Q: 3 clusters Score -1247920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1247948.375000 Penalty: 2773.152100
	Iteration 73Q: 3 clusters Score -1247948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1247960.000000 Penalty: 2773.152100
	Iteration 74Q: 3 clusters Score -1247960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1247967.500000 Penalty: 2773.152100
	Iteration 75Q: 3 clusters Score -1247968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1247974.375000 Penalty: 2773.152100
	Iteration 76Q: 3 clusters Score -1247974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1247978.625000 Penalty: 2773.152100
	Iteration 77Q: 3 clusters Score -1247979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1247982.500000 Penalty: 2773.152100
	Iteration 78Q: 3 clusters Score -1247982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1247985.125000 Penalty: 2773.152100
	Iteration 79Q: 3 clusters Score -1247985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1247988.750000 Penalty: 2773.152100
	Iteration 80F: 3 clusters Score -1247989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1247995.125000 Penalty: 2773.152100
	Iteration 81Q: 3 clusters Score -1247995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1247994.875000 Penalty: 2773.152100
	Iteration 82Q: 3 clusters Score -1247995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1247994.875000 Penalty: 2773.152100
	Iteration 83Q: 3 clusters Score -1247995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1247997.250000 Penalty: 2773.152100
	Iteration 84Q: 3 clusters Score -1247997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1247999.625000 Penalty: 2773.152100
	Iteration 85Q: 3 clusters Score -1248000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1248002.750000 Penalty: 2773.152100
	Iteration 86Q: 3 clusters Score -1248003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1248002.750000 Penalty: 2773.152100
	Iteration 87F: 3 clusters Score -1248003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -42034.308594 Penalty: 916.473389
	Iteration 0F: 2 clusters Score -42034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41161.265625 Penalty: 1832.946777
	Iteration 0F: 3 clusters Score -41161.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41365.968750 Penalty: 1832.946777
	Iteration 1F: 3 clusters Score -41365.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41493.945312 Penalty: 1832.946777
	Iteration 2F: 3 clusters Score -41493.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41551.597656 Penalty: 1832.946777
	Iteration 3Q: 3 clusters Score -41551.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41597.996094 Penalty: 1832.946777
	Iteration 4Q: 3 clusters Score -41598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41621.035156 Penalty: 1832.946777
	Iteration 5Q: 3 clusters Score -41621.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41646.210938 Penalty: 1832.946777
	Iteration 6Q: 3 clusters Score -41646.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41671.160156 Penalty: 1832.946777
	Iteration 7Q: 3 clusters Score -41671.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41694.343750 Penalty: 1832.946777
	Iteration 8Q: 3 clusters Score -41694.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41733.726562 Penalty: 1832.946777
	Iteration 9Q: 3 clusters Score -41733.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41744.062500 Penalty: 1832.946777
	Iteration 10Q: 3 clusters Score -41744.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41759.316406 Penalty: 1832.946777
	Iteration 11Q: 3 clusters Score -41759.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41767.199219 Penalty: 1832.946777
	Iteration 12Q: 3 clusters Score -41767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41786.730469 Penalty: 1832.946777
	Iteration 13Q: 3 clusters Score -41786.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41802.027344 Penalty: 1832.946777
	Iteration 14Q: 3 clusters Score -41802.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41820.253906 Penalty: 1832.946777
	Iteration 15Q: 3 clusters Score -41820.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41826.949219 Penalty: 1832.946777
	Iteration 16Q: 3 clusters Score -41826.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41842.578125 Penalty: 1832.946777
	Iteration 17Q: 3 clusters Score -41842.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41859.046875 Penalty: 1832.946777
	Iteration 18Q: 3 clusters Score -41859.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41868.574219 Penalty: 1832.946777
	Iteration 19Q: 3 clusters Score -41868.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41871.609375 Penalty: 1832.946777
	Iteration 20F: 3 clusters Score -41871.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41882.117188 Penalty: 1832.946777
	Iteration 21Q: 3 clusters Score -41882.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41884.300781 Penalty: 1832.946777
	Iteration 22Q: 3 clusters Score -41884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41884.300781 Penalty: 1832.946777
	Iteration 23F: 3 clusters Score -41884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1120519.875000 Penalty: 1364.934937
	Iteration 0F: 2 clusters Score -1120520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1114067.500000 Penalty: 2729.869873
	Iteration 0F: 3 clusters Score -1114068 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1116109.125000 Penalty: 2729.869873
	Iteration 1F: 3 clusters Score -1116109 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1116430.000000 Penalty: 2729.869873
	Iteration 2F: 3 clusters Score -1116430 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1116664.750000 Penalty: 2729.869873
	Iteration 3F: 3 clusters Score -1116665 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1116858.500000 Penalty: 2729.869873
	Iteration 4Q: 3 clusters Score -1116858 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1117033.625000 Penalty: 2729.869873
	Iteration 5Q: 3 clusters Score -1117034 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1117206.250000 Penalty: 2729.869873
	Iteration 6Q: 3 clusters Score -1117206 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1117381.875000 Penalty: 2729.869873
	Iteration 7Q: 3 clusters Score -1117382 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1117517.375000 Penalty: 2729.869873
	Iteration 8Q: 3 clusters Score -1117517 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1117646.375000 Penalty: 2729.869873
	Iteration 9Q: 3 clusters Score -1117646 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1117794.625000 Penalty: 2729.869873
	Iteration 10Q: 3 clusters Score -1117795 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1117953.500000 Penalty: 2729.869873
	Iteration 11Q: 3 clusters Score -1117954 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1118109.000000 Penalty: 2729.869873
	Iteration 12Q: 3 clusters Score -1118109 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1118244.625000 Penalty: 2729.869873
	Iteration 13Q: 3 clusters Score -1118245 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1118378.250000 Penalty: 2729.869873
	Iteration 14Q: 3 clusters Score -1118378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1118488.875000 Penalty: 2729.869873
	Iteration 15Q: 3 clusters Score -1118489 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1118611.000000 Penalty: 2729.869873
	Iteration 16Q: 3 clusters Score -1118611 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1118704.750000 Penalty: 2729.869873
	Iteration 17Q: 3 clusters Score -1118705 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1118795.125000 Penalty: 2729.869873
	Iteration 18Q: 3 clusters Score -1118795 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1118855.750000 Penalty: 2729.869873
	Iteration 19Q: 3 clusters Score -1118856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1118912.625000 Penalty: 2729.869873
	Iteration 20F: 3 clusters Score -1118913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1118970.125000 Penalty: 2729.869873
	Iteration 21Q: 3 clusters Score -1118970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1119019.000000 Penalty: 2729.869873
	Iteration 22Q: 3 clusters Score -1119019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1119064.000000 Penalty: 2729.869873
	Iteration 23Q: 3 clusters Score -1119064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1119109.125000 Penalty: 2729.869873
	Iteration 24Q: 3 clusters Score -1119109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1119146.375000 Penalty: 2729.869873
	Iteration 25Q: 3 clusters Score -1119146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1119180.875000 Penalty: 2729.869873
	Iteration 26Q: 3 clusters Score -1119181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1119216.875000 Penalty: 2729.869873
	Iteration 27Q: 3 clusters Score -1119217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1119254.500000 Penalty: 2729.869873
	Iteration 28Q: 3 clusters Score -1119254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1119291.000000 Penalty: 2729.869873
	Iteration 29Q: 3 clusters Score -1119291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1119328.625000 Penalty: 2729.869873
	Iteration 30Q: 3 clusters Score -1119329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1119358.875000 Penalty: 2729.869873
	Iteration 31Q: 3 clusters Score -1119359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1119382.750000 Penalty: 2729.869873
	Iteration 32Q: 3 clusters Score -1119383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1119404.750000 Penalty: 2729.869873
	Iteration 33Q: 3 clusters Score -1119405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1119424.375000 Penalty: 2729.869873
	Iteration 34Q: 3 clusters Score -1119424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1119431.125000 Penalty: 2729.869873
	Iteration 35Q: 3 clusters Score -1119431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1119439.500000 Penalty: 2729.869873
	Iteration 36Q: 3 clusters Score -1119440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1119444.250000 Penalty: 2729.869873
	Iteration 37Q: 3 clusters Score -1119444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1119450.000000 Penalty: 2729.869873
	Iteration 38Q: 3 clusters Score -1119450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1119454.250000 Penalty: 2729.869873
	Iteration 39Q: 3 clusters Score -1119454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1119458.250000 Penalty: 2729.869873
	Iteration 40F: 3 clusters Score -1119458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1119460.750000 Penalty: 2729.869873
	Iteration 41Q: 3 clusters Score -1119461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1119464.250000 Penalty: 2729.869873
	Iteration 42Q: 3 clusters Score -1119464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1119467.125000 Penalty: 2729.869873
	Iteration 43Q: 3 clusters Score -1119467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1119468.375000 Penalty: 2729.869873
	Iteration 44Q: 3 clusters Score -1119468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1119469.125000 Penalty: 2729.869873
	Iteration 45Q: 3 clusters Score -1119469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1119474.125000 Penalty: 2729.869873
	Iteration 46Q: 3 clusters Score -1119474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1119473.125000 Penalty: 2729.869873
	Iteration 47Q: 3 clusters Score -1119473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1119474.125000 Penalty: 2729.869873
	Iteration 48Q: 3 clusters Score -1119474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1119477.750000 Penalty: 2729.869873
	Iteration 49Q: 3 clusters Score -1119478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1119476.500000 Penalty: 2729.869873
	Iteration 50Q: 3 clusters Score -1119476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1119476.500000 Penalty: 2729.869873
	Iteration 51F: 3 clusters Score -1119476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (88211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Entering Unmasked Estep 
Score: -10178001.000000 Penalty: 1694.458130
	Iteration 0F: 2 clusters Score -1.0178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -10121104.000000 Penalty: 3388.916260
	Iteration 0F: 3 clusters Score -1.01211e+07 nChanged 41685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -10145811.000000 Penalty: 3388.916260
	Iteration 1F: 3 clusters Score -1.014581e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -10147247.000000 Penalty: 3388.916260
	Iteration 2Q: 3 clusters Score -1.014725e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -10149126.000000 Penalty: 3388.916260
	Iteration 3Q: 3 clusters Score -1.014913e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -10151565.000000 Penalty: 3388.916260
	Iteration 4F: 3 clusters Score -1.015156e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -10154444.000000 Penalty: 3388.916260
	Iteration 5F: 3 clusters Score -1.015444e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -10157559.000000 Penalty: 3388.916260
	Iteration 6F: 3 clusters Score -1.015756e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -10160383.000000 Penalty: 3388.916260
	Iteration 7F: 3 clusters Score -1.016038e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -10162597.000000 Penalty: 3388.916260
	Iteration 8Q: 3 clusters Score -1.01626e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -10164110.000000 Penalty: 3388.916260
	Iteration 9Q: 3 clusters Score -1.016411e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -10165078.000000 Penalty: 3388.916260
	Iteration 10Q: 3 clusters Score -1.016508e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -10165584.000000 Penalty: 3388.916260
	Iteration 11Q: 3 clusters Score -1.016558e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -10165902.000000 Penalty: 3388.916260
	Iteration 12Q: 3 clusters Score -1.01659e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -10166046.000000 Penalty: 3388.916260
	Iteration 13Q: 3 clusters Score -1.016605e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -10166208.000000 Penalty: 3388.916260
	Iteration 14Q: 3 clusters Score -1.016621e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -10166355.000000 Penalty: 3388.916260
	Iteration 15Q: 3 clusters Score -1.016636e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -10166522.000000 Penalty: 3388.916260
	Iteration 16Q: 3 clusters Score -1.016652e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -10166724.000000 Penalty: 3388.916260
	Iteration 17Q: 3 clusters Score -1.016672e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -10166947.000000 Penalty: 3388.916260
	Iteration 18Q: 3 clusters Score -1.016695e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -10167132.000000 Penalty: 3388.916260
	Iteration 19Q: 3 clusters Score -1.016713e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -10167250.000000 Penalty: 3388.916260
	Iteration 20F: 3 clusters Score -1.016725e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -10167398.000000 Penalty: 3388.916260
	Iteration 21Q: 3 clusters Score -1.01674e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -10167547.000000 Penalty: 3388.916260
	Iteration 22Q: 3 clusters Score -1.016755e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -10167621.000000 Penalty: 3388.916260
	Iteration 23Q: 3 clusters Score -1.016762e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -10167692.000000 Penalty: 3388.916260
	Iteration 24Q: 3 clusters Score -1.016769e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -10167775.000000 Penalty: 3388.916260
	Iteration 25Q: 3 clusters Score -1.016778e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -10167838.000000 Penalty: 3388.916260
	Iteration 26Q: 3 clusters Score -1.016784e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -10167953.000000 Penalty: 3388.916260
	Iteration 27Q: 3 clusters Score -1.016795e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -10168056.000000 Penalty: 3388.916260
	Iteration 28Q: 3 clusters Score -1.016806e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -10168112.000000 Penalty: 3388.916260
	Iteration 29Q: 3 clusters Score -1.016811e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -10168217.000000 Penalty: 3388.916260
	Iteration 30Q: 3 clusters Score -1.016822e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -10168307.000000 Penalty: 3388.916260
	Iteration 31Q: 3 clusters Score -1.016831e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -10168382.000000 Penalty: 3388.916260
	Iteration 32Q: 3 clusters Score -1.016838e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -10168484.000000 Penalty: 3388.916260
	Iteration 33Q: 3 clusters Score -1.016848e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -10168635.000000 Penalty: 3388.916260
	Iteration 34Q: 3 clusters Score -1.016864e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -10168720.000000 Penalty: 3388.916260
	Iteration 35Q: 3 clusters Score -1.016872e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -10168857.000000 Penalty: 3388.916260
	Iteration 36Q: 3 clusters Score -1.016886e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -10169013.000000 Penalty: 3388.916260
	Iteration 37Q: 3 clusters Score -1.016901e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -10169107.000000 Penalty: 3388.916260
	Iteration 38Q: 3 clusters Score -1.016911e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -10169237.000000 Penalty: 3388.916260
	Iteration 39Q: 3 clusters Score -1.016924e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -10169321.000000 Penalty: 3388.916260
	Iteration 40F: 3 clusters Score -1.016932e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -10169449.000000 Penalty: 3388.916260
	Iteration 41Q: 3 clusters Score -1.016945e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -10169539.000000 Penalty: 3388.916260
	Iteration 42Q: 3 clusters Score -1.016954e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -10169718.000000 Penalty: 3388.916260
	Iteration 43Q: 3 clusters Score -1.016972e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -10169837.000000 Penalty: 3388.916260
	Iteration 44Q: 3 clusters Score -1.016984e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -10170083.000000 Penalty: 3388.916260
	Iteration 45Q: 3 clusters Score -1.017008e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -10170255.000000 Penalty: 3388.916260
	Iteration 46Q: 3 clusters Score -1.017026e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -10170369.000000 Penalty: 3388.916260
	Iteration 47Q: 3 clusters Score -1.017037e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -10170553.000000 Penalty: 3388.916260
	Iteration 48Q: 3 clusters Score -1.017055e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -10170746.000000 Penalty: 3388.916260
	Iteration 49Q: 3 clusters Score -1.017075e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -10170965.000000 Penalty: 3388.916260
	Iteration 50Q: 3 clusters Score -1.017096e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -10171240.000000 Penalty: 3388.916260
	Iteration 51Q: 3 clusters Score -1.017124e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -10171507.000000 Penalty: 3388.916260
	Iteration 52Q: 3 clusters Score -1.017151e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -10171826.000000 Penalty: 3388.916260
	Iteration 53Q: 3 clusters Score -1.017183e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -10172064.000000 Penalty: 3388.916260
	Iteration 54Q: 3 clusters Score -1.017206e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -10172367.000000 Penalty: 3388.916260
	Iteration 55Q: 3 clusters Score -1.017237e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -10172680.000000 Penalty: 3388.916260
	Iteration 56Q: 3 clusters Score -1.017268e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -10173016.000000 Penalty: 3388.916260
	Iteration 57Q: 3 clusters Score -1.017302e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -10173281.000000 Penalty: 3388.916260
	Iteration 58Q: 3 clusters Score -1.017328e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -10173519.000000 Penalty: 3388.916260
	Iteration 59Q: 3 clusters Score -1.017352e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -10173936.000000 Penalty: 3388.916260
	Iteration 60F: 3 clusters Score -1.017394e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -10174271.000000 Penalty: 3388.916260
	Iteration 61Q: 3 clusters Score -1.017427e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -10174580.000000 Penalty: 3388.916260
	Iteration 62Q: 3 clusters Score -1.017458e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -10174852.000000 Penalty: 3388.916260
	Iteration 63Q: 3 clusters Score -1.017485e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -10175172.000000 Penalty: 3388.916260
	Iteration 64Q: 3 clusters Score -1.017517e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -10175412.000000 Penalty: 3388.916260
	Iteration 65Q: 3 clusters Score -1.017541e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -10175669.000000 Penalty: 3388.916260
	Iteration 66Q: 3 clusters Score -1.017567e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -10175910.000000 Penalty: 3388.916260
	Iteration 67Q: 3 clusters Score -1.017591e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -10176123.000000 Penalty: 3388.916260
	Iteration 68Q: 3 clusters Score -1.017612e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -10176276.000000 Penalty: 3388.916260
	Iteration 69Q: 3 clusters Score -1.017628e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -10176417.000000 Penalty: 3388.916260
	Iteration 70Q: 3 clusters Score -1.017642e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -10176588.000000 Penalty: 3388.916260
	Iteration 71Q: 3 clusters Score -1.017659e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -10176749.000000 Penalty: 3388.916260
	Iteration 72Q: 3 clusters Score -1.017675e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -10176876.000000 Penalty: 3388.916260
	Iteration 73Q: 3 clusters Score -1.017688e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -10176952.000000 Penalty: 3388.916260
	Iteration 74Q: 3 clusters Score -1.017695e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -10177033.000000 Penalty: 3388.916260
	Iteration 75Q: 3 clusters Score -1.017703e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -10177128.000000 Penalty: 3388.916260
	Iteration 76Q: 3 clusters Score -1.017713e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -10177210.000000 Penalty: 3388.916260
	Iteration 77Q: 3 clusters Score -1.017721e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -10177232.000000 Penalty: 3388.916260
	Iteration 78Q: 3 clusters Score -1.017723e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -10177249.000000 Penalty: 3388.916260
	Iteration 79Q: 3 clusters Score -1.017725e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -10177316.000000 Penalty: 3388.916260
	Iteration 80F: 3 clusters Score -1.017732e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -10177350.000000 Penalty: 3388.916260
	Iteration 81Q: 3 clusters Score -1.017735e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -10177395.000000 Penalty: 3388.916260
	Iteration 82Q: 3 clusters Score -1.01774e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -10177381.000000 Penalty: 3388.916260
	Iteration 83Q: 3 clusters Score -1.017738e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -10177416.000000 Penalty: 3388.916260
	Iteration 84Q: 3 clusters Score -1.017742e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10177424.000000 Penalty: 3388.916260
	Iteration 85Q: 3 clusters Score -1.017742e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -10177441.000000 Penalty: 3388.916260
	Iteration 86Q: 3 clusters Score -1.017744e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -10177474.000000 Penalty: 3388.916260
	Iteration 87Q: 3 clusters Score -1.017747e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -10177480.000000 Penalty: 3388.916260
	Iteration 88Q: 3 clusters Score -1.017748e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -10177497.000000 Penalty: 3388.916260
	Iteration 89Q: 3 clusters Score -1.01775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -10177508.000000 Penalty: 3388.916260
	Iteration 90Q: 3 clusters Score -1.017751e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -10177508.000000 Penalty: 3388.916260
	Iteration 91Q: 3 clusters Score -1.017751e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -10177536.000000 Penalty: 3388.916260
	Iteration 92Q: 3 clusters Score -1.017754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10177547.000000 Penalty: 3388.916260
	Iteration 93Q: 3 clusters Score -1.017755e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10177563.000000 Penalty: 3388.916260
	Iteration 94Q: 3 clusters Score -1.017756e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10177575.000000 Penalty: 3388.916260
	Iteration 95Q: 3 clusters Score -1.017758e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10177590.000000 Penalty: 3388.916260
	Iteration 96Q: 3 clusters Score -1.017759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -10177593.000000 Penalty: 3388.916260
	Iteration 97Q: 3 clusters Score -1.017759e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10177605.000000 Penalty: 3388.916260
	Iteration 98Q: 3 clusters Score -1.01776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -10177616.000000 Penalty: 3388.916260
	Iteration 99Q: 3 clusters Score -1.017762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -10177615.000000 Penalty: 3388.916260
	Iteration 100F: 3 clusters Score -1.017762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10177617.000000 Penalty: 3388.916260
	Iteration 101Q: 3 clusters Score -1.017762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10177625.000000 Penalty: 3388.916260
	Iteration 102Q: 3 clusters Score -1.017762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10177639.000000 Penalty: 3388.916260
	Iteration 103Q: 3 clusters Score -1.017764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -10177624.000000 Penalty: 3388.916260
	Iteration 104Q: 3 clusters Score -1.017762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -10177593.000000 Penalty: 3388.916260
	Iteration 105Q: 3 clusters Score -1.017759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10177585.000000 Penalty: 3388.916260
	Iteration 106Q: 3 clusters Score -1.017758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -10177593.000000 Penalty: 3388.916260
	Iteration 107Q: 3 clusters Score -1.017759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -10177595.000000 Penalty: 3388.916260
	Iteration 108Q: 3 clusters Score -1.01776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -10177591.000000 Penalty: 3388.916260
	Iteration 109Q: 3 clusters Score -1.017759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -10177591.000000 Penalty: 3388.916260
	Iteration 110Q: 3 clusters Score -1.017759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10177588.000000 Penalty: 3388.916260
	Iteration 111Q: 3 clusters Score -1.017759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -10177595.000000 Penalty: 3388.916260
	Iteration 112Q: 3 clusters Score -1.01776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -10177593.000000 Penalty: 3388.916260
	Iteration 113Q: 3 clusters Score -1.017759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10177598.000000 Penalty: 3388.916260
	Iteration 114Q: 3 clusters Score -1.01776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -10177585.000000 Penalty: 3388.916260
	Iteration 115Q: 3 clusters Score -1.017758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10177587.000000 Penalty: 3388.916260
	Iteration 116Q: 3 clusters Score -1.017759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10177596.000000 Penalty: 3388.916260
	Iteration 117Q: 3 clusters Score -1.01776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10177583.000000 Penalty: 3388.916260
	Iteration 118Q: 3 clusters Score -1.017758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -10177586.000000 Penalty: 3388.916260
	Iteration 119Q: 3 clusters Score -1.017759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10177578.000000 Penalty: 3388.916260
	Iteration 120F: 3 clusters Score -1.017758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10177577.000000 Penalty: 3388.916260
	Iteration 121Q: 3 clusters Score -1.017758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -10177576.000000 Penalty: 3388.916260
	Iteration 122Q: 3 clusters Score -1.017758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -10177576.000000 Penalty: 3388.916260
	Iteration 123Q: 3 clusters Score -1.017758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -10177579.000000 Penalty: 3388.916260
	Iteration 124Q: 3 clusters Score -1.017758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -10177577.000000 Penalty: 3388.916260
	Iteration 125Q: 3 clusters Score -1.017758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -10177585.000000 Penalty: 3388.916260
	Iteration 126Q: 3 clusters Score -1.017758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10177591.000000 Penalty: 3388.916260
	Iteration 127Q: 3 clusters Score -1.017759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10177580.000000 Penalty: 3388.916260
	Iteration 128Q: 3 clusters Score -1.017758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10177590.000000 Penalty: 3388.916260
	Iteration 129Q: 3 clusters Score -1.017759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10177590.000000 Penalty: 3388.916260
	Iteration 130F: 3 clusters Score -1.017759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 24585 members 
Mstep: Class 11 contains 62724 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 20673 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 14560 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 68752 members 
Mstep: Class 19 contains 67563 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66867 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 72105 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11689 members 
Mstep: Class 32 contains 37173 members 
Mstep: Class 33 contains 36758 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 50509 members 
Mstep: Class 36 contains 20891 members 
Mstep: Class 37 contains 18219 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6629 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8073 members 
Mstep: Class 44 contains 11968 members 
Mstep: Class 45 contains 2481 members 
Mstep: Class 46 contains 2800 members 
Mstep: Class 47 contains 3128 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15227 members 
Mstep: Class 50 contains 5924 members 
Mstep: Class 51 contains 6030 members 
Mstep: Class 52 contains 7155 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11141 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9633 members 
Mstep: Class 57 contains 88211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111046888.000000 Penalty: 121322.359375
Iteration 159Q: 60 clusters Score -1.110469e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 24589 members 
Mstep: Class 11 contains 62791 members 
Mstep: Class 12 contains 47234 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 20672 members 
Mstep: Class 15 contains 31829 members 
Mstep: Class 16 contains 14554 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 68702 members 
Mstep: Class 19 contains 67602 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6153 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66868 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 7769 members 
Mstep: Class 29 contains 72203 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11682 members 
Mstep: Class 32 contains 37252 members 
Mstep: Class 33 contains 36780 members 
Mstep: Class 34 contains 7911 members 
Mstep: Class 35 contains 50507 members 
Mstep: Class 36 contains 20934 members 
Mstep: Class 37 contains 18280 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6661 members 
Mstep: Class 40 contains 6678 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8101 members 
Mstep: Class 44 contains 11969 members 
Mstep: Class 45 contains 2485 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3130 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15243 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 6003 members 
Mstep: Class 52 contains 7182 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11180 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9652 members 
Mstep: Class 57 contains 88185 members 
Mstep: Class 58 contains 9765 members 
Mstep: Class 59 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111047544.000000 Penalty: 121322.359375
Iteration 160F: 60 clusters Score -1.110475e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 24571 members 
Mstep: Class 11 contains 62794 members 
Mstep: Class 12 contains 47200 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 20668 members 
Mstep: Class 15 contains 31770 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 68655 members 
Mstep: Class 19 contains 67629 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6156 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66863 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 72218 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11676 members 
Mstep: Class 32 contains 37340 members 
Mstep: Class 33 contains 36677 members 
Mstep: Class 34 contains 7997 members 
Mstep: Class 35 contains 50504 members 
Mstep: Class 36 contains 20952 members 
Mstep: Class 37 contains 18205 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6647 members 
Mstep: Class 40 contains 6678 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8098 members 
Mstep: Class 44 contains 11969 members 
Mstep: Class 45 contains 2483 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3134 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15267 members 
Mstep: Class 50 contains 5928 members 
Mstep: Class 51 contains 5951 members 
Mstep: Class 52 contains 7190 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11198 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9632 members 
Mstep: Class 57 contains 88138 members 
Mstep: Class 58 contains 9872 members 
Mstep: Class 59 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048032.000000 Penalty: 121322.359375
Iteration 161Q: 60 clusters Score -1.11048e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 24565 members 
Mstep: Class 11 contains 62786 members 
Mstep: Class 12 contains 47182 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 20664 members 
Mstep: Class 15 contains 31754 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 68599 members 
Mstep: Class 19 contains 67651 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6158 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 66858 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 7705 members 
Mstep: Class 29 contains 72218 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11670 members 
Mstep: Class 32 contains 37415 members 
Mstep: Class 33 contains 36585 members 
Mstep: Class 34 contains 8070 members 
Mstep: Class 35 contains 50499 members 
Mstep: Class 36 contains 20957 members 
Mstep: Class 37 contains 18172 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6654 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45820 members 
Mstep: Class 43 contains 8097 members 
Mstep: Class 44 contains 11970 members 
Mstep: Class 45 contains 2486 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3134 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15298 members 
Mstep: Class 50 contains 5931 members 
Mstep: Class 51 contains 5940 members 
Mstep: Class 52 contains 7202 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11199 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9621 members 
Mstep: Class 57 contains 88102 members 
Mstep: Class 58 contains 9903 members 
Mstep: Class 59 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048104.000000 Penalty: 121322.359375
Iteration 162Q: 60 clusters Score -1.110481e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 62785 members 
Mstep: Class 12 contains 47156 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 20665 members 
Mstep: Class 15 contains 31748 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 19 contains 67673 members 
Mstep: Class 20 contains 3582 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 66860 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 7696 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 37483 members 
Mstep: Class 33 contains 36513 members 
Mstep: Class 34 contains 8116 members 
Mstep: Class 35 contains 50499 members 
Mstep: Class 36 contains 20962 members 
Mstep: Class 37 contains 18151 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6653 members 
Mstep: Class 40 contains 6676 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45819 members 
Mstep: Class 43 contains 8097 members 
Mstep: Class 44 contains 11976 members 
Mstep: Class 45 contains 2490 members 
Mstep: Class 46 contains 2804 members 
Mstep: Class 47 contains 3135 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15308 members 
Mstep: Class 50 contains 5931 members 
Mstep: Class 51 contains 5926 members 
Mstep: Class 52 contains 7206 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11202 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9616 members 
Mstep: Class 57 contains 88070 members 
Mstep: Class 58 contains 9912 members 
Mstep: Class 59 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048240.000000 Penalty: 121322.359375
Iteration 163Q: 60 clusters Score -1.110482e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 62783 members 
Mstep: Class 12 contains 47122 members 
Mstep: Class 13 contains 12022 members 
Mstep: Class 14 contains 20666 members 
Mstep: Class 15 contains 31749 members 
Mstep: Class 16 contains 14554 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 68521 members 
Mstep: Class 19 contains 67706 members 
Mstep: Class 20 contains 3585 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6162 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 66859 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6221 members 
Mstep: Class 28 contains 7693 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 37552 members 
Mstep: Class 33 contains 36454 members 
Mstep: Class 34 contains 8162 members 
Mstep: Class 35 contains 50499 members 
Mstep: Class 36 contains 20963 members 
Mstep: Class 37 contains 18133 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6652 members 
Mstep: Class 40 contains 6675 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45824 members 
Mstep: Class 43 contains 8095 members 
Mstep: Class 44 contains 11980 members 
Mstep: Class 45 contains 2494 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3135 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15316 members 
Mstep: Class 50 contains 5935 members 
Mstep: Class 51 contains 5900 members 
Mstep: Class 52 contains 7208 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11219 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9613 members 
Mstep: Class 57 contains 88030 members 
Mstep: Class 58 contains 9915 members 
Mstep: Class 59 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048288.000000 Penalty: 121322.359375
Iteration 164Q: 60 clusters Score -1.110483e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7138 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 24540 members 
Mstep: Class 11 contains 62781 members 
Mstep: Class 12 contains 47091 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 20674 members 
Mstep: Class 15 contains 31758 members 
Mstep: Class 16 contains 14554 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 68482 members 
Mstep: Class 19 contains 67739 members 
Mstep: Class 20 contains 3582 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 66852 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 7690 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11648 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 36408 members 
Mstep: Class 34 contains 8189 members 
Mstep: Class 35 contains 50499 members 
Mstep: Class 36 contains 20964 members 
Mstep: Class 37 contains 18131 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6660 members 
Mstep: Class 40 contains 6675 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45834 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 11982 members 
Mstep: Class 45 contains 2497 members 
Mstep: Class 46 contains 2802 members 
Mstep: Class 47 contains 3135 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15318 members 
Mstep: Class 50 contains 5936 members 
Mstep: Class 51 contains 5893 members 
Mstep: Class 52 contains 7208 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11219 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9610 members 
Mstep: Class 57 contains 87990 members 
Mstep: Class 58 contains 9918 members 
Mstep: Class 59 contains 5872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048072.000000 Penalty: 121322.359375
Iteration 165Q: 60 clusters Score -1.110481e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7143 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 24526 members 
Mstep: Class 11 contains 62780 members 
Mstep: Class 12 contains 47054 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 20672 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 14549 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 68442 members 
Mstep: Class 19 contains 67772 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 66851 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6224 members 
Mstep: Class 28 contains 7688 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11644 members 
Mstep: Class 32 contains 37671 members 
Mstep: Class 33 contains 36355 members 
Mstep: Class 34 contains 8212 members 
Mstep: Class 35 contains 50498 members 
Mstep: Class 36 contains 20964 members 
Mstep: Class 37 contains 18126 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6664 members 
Mstep: Class 40 contains 6674 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45839 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 11988 members 
Mstep: Class 45 contains 2501 members 
Mstep: Class 46 contains 2801 members 
Mstep: Class 47 contains 3136 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15320 members 
Mstep: Class 50 contains 5937 members 
Mstep: Class 51 contains 5885 members 
Mstep: Class 52 contains 7209 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11223 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9611 members 
Mstep: Class 57 contains 87979 members 
Mstep: Class 58 contains 9919 members 
Mstep: Class 59 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048136.000000 Penalty: 121322.359375
Iteration 166Q: 60 clusters Score -1.110481e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7151 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 24515 members 
Mstep: Class 11 contains 62777 members 
Mstep: Class 12 contains 47009 members 
Mstep: Class 13 contains 12022 members 
Mstep: Class 14 contains 20670 members 
Mstep: Class 15 contains 31782 members 
Mstep: Class 16 contains 14547 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 68402 members 
Mstep: Class 19 contains 67805 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66853 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 7688 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11641 members 
Mstep: Class 32 contains 37724 members 
Mstep: Class 33 contains 36317 members 
Mstep: Class 34 contains 8219 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20964 members 
Mstep: Class 37 contains 18125 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 6670 members 
Mstep: Class 40 contains 6670 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45844 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 11992 members 
Mstep: Class 45 contains 2503 members 
Mstep: Class 46 contains 2797 members 
Mstep: Class 47 contains 3136 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15320 members 
Mstep: Class 50 contains 5938 members 
Mstep: Class 51 contains 5888 members 
Mstep: Class 52 contains 7209 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11226 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9611 members 
Mstep: Class 57 contains 87962 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048144.000000 Penalty: 121322.359375
Iteration 167Q: 60 clusters Score -1.110481e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6090 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7165 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 5103 members 
Mstep: Class 10 contains 24517 members 
Mstep: Class 11 contains 62777 members 
Mstep: Class 12 contains 46973 members 
Mstep: Class 13 contains 12020 members 
Mstep: Class 14 contains 20666 members 
Mstep: Class 15 contains 31797 members 
Mstep: Class 16 contains 14543 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 68343 members 
Mstep: Class 19 contains 67837 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6170 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66858 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 7688 members 
Mstep: Class 29 contains 72232 members 
Mstep: Class 30 contains 8972 members 
Mstep: Class 31 contains 11637 members 
Mstep: Class 32 contains 37793 members 
Mstep: Class 33 contains 36279 members 
Mstep: Class 34 contains 8223 members 
Mstep: Class 35 contains 50499 members 
Mstep: Class 36 contains 20965 members 
Mstep: Class 37 contains 18121 members 
Mstep: Class 38 contains 2694 members 
Mstep: Class 39 contains 6674 members 
Mstep: Class 40 contains 6667 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 11995 members 
Mstep: Class 45 contains 2504 members 
Mstep: Class 46 contains 2794 members 
Mstep: Class 47 contains 3137 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15320 members 
Mstep: Class 50 contains 5938 members 
Mstep: Class 51 contains 5884 members 
Mstep: Class 52 contains 7210 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11236 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9609 members 
Mstep: Class 57 contains 87942 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048216.000000 Penalty: 121322.359375
Iteration 168Q: 60 clusters Score -1.110482e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 10 contains 24515 members 
Mstep: Class 11 contains 62775 members 
Mstep: Class 12 contains 46936 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 20667 members 
Mstep: Class 15 contains 31812 members 
Mstep: Class 16 contains 14541 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 68295 members 
Mstep: Class 19 contains 67871 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6171 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66865 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6240 members 
Mstep: Class 28 contains 7687 members 
Mstep: Class 29 contains 72233 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11631 members 
Mstep: Class 32 contains 37846 members 
Mstep: Class 33 contains 36247 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50500 members 
Mstep: Class 36 contains 20965 members 
Mstep: Class 37 contains 18123 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6672 members 
Mstep: Class 40 contains 6664 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 12005 members 
Mstep: Class 45 contains 2507 members 
Mstep: Class 46 contains 2792 members 
Mstep: Class 47 contains 3141 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15321 members 
Mstep: Class 50 contains 5938 members 
Mstep: Class 51 contains 5887 members 
Mstep: Class 52 contains 7211 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11242 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9606 members 
Mstep: Class 57 contains 87914 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048328.000000 Penalty: 121322.359375
Iteration 169Q: 60 clusters Score -1.110483e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7181 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 24510 members 
Mstep: Class 11 contains 62777 members 
Mstep: Class 12 contains 46905 members 
Mstep: Class 13 contains 12015 members 
Mstep: Class 14 contains 20661 members 
Mstep: Class 15 contains 31817 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 68254 members 
Mstep: Class 19 contains 67907 members 
Mstep: Class 20 contains 3580 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66866 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 7689 members 
Mstep: Class 29 contains 72233 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11628 members 
Mstep: Class 32 contains 37904 members 
Mstep: Class 33 contains 36229 members 
Mstep: Class 34 contains 8228 members 
Mstep: Class 35 contains 50496 members 
Mstep: Class 36 contains 20965 members 
Mstep: Class 37 contains 18121 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6678 members 
Mstep: Class 40 contains 6663 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45856 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 12011 members 
Mstep: Class 45 contains 2512 members 
Mstep: Class 46 contains 2790 members 
Mstep: Class 47 contains 3142 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15322 members 
Mstep: Class 50 contains 5941 members 
Mstep: Class 51 contains 5890 members 
Mstep: Class 52 contains 7211 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11248 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9604 members 
Mstep: Class 57 contains 87890 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048448.000000 Penalty: 121322.359375
Iteration 170Q: 60 clusters Score -1.110484e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24505 members 
Mstep: Class 11 contains 62779 members 
Mstep: Class 12 contains 46883 members 
Mstep: Class 13 contains 12012 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 68215 members 
Mstep: Class 19 contains 67933 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6176 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66862 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 7694 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 37955 members 
Mstep: Class 33 contains 36220 members 
Mstep: Class 34 contains 8228 members 
Mstep: Class 35 contains 50499 members 
Mstep: Class 36 contains 20965 members 
Mstep: Class 37 contains 18118 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6682 members 
Mstep: Class 40 contains 6662 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 12015 members 
Mstep: Class 45 contains 2514 members 
Mstep: Class 46 contains 2787 members 
Mstep: Class 47 contains 3143 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15321 members 
Mstep: Class 50 contains 5943 members 
Mstep: Class 51 contains 5895 members 
Mstep: Class 52 contains 7211 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11252 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9601 members 
Mstep: Class 57 contains 87870 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048304.000000 Penalty: 121322.359375
Iteration 171Q: 60 clusters Score -1.110483e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 7186 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24501 members 
Mstep: Class 11 contains 62778 members 
Mstep: Class 12 contains 46855 members 
Mstep: Class 13 contains 12010 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31828 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 68176 members 
Mstep: Class 19 contains 67964 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66860 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6239 members 
Mstep: Class 28 contains 7697 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11626 members 
Mstep: Class 32 contains 38019 members 
Mstep: Class 33 contains 36210 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50495 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18117 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6684 members 
Mstep: Class 40 contains 6662 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45854 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 12022 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2787 members 
Mstep: Class 47 contains 3145 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15322 members 
Mstep: Class 50 contains 5944 members 
Mstep: Class 51 contains 5899 members 
Mstep: Class 52 contains 7211 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11257 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9596 members 
Mstep: Class 57 contains 87847 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048088.000000 Penalty: 121322.359375
Iteration 172Q: 60 clusters Score -1.110481e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24499 members 
Mstep: Class 11 contains 62778 members 
Mstep: Class 12 contains 46826 members 
Mstep: Class 13 contains 12010 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 31837 members 
Mstep: Class 16 contains 14521 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 68140 members 
Mstep: Class 19 contains 68008 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66864 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 7701 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11626 members 
Mstep: Class 32 contains 38062 members 
Mstep: Class 33 contains 36187 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18115 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6685 members 
Mstep: Class 40 contains 6663 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 12030 members 
Mstep: Class 45 contains 2511 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3147 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15324 members 
Mstep: Class 50 contains 5944 members 
Mstep: Class 51 contains 5900 members 
Mstep: Class 52 contains 7211 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11261 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9590 members 
Mstep: Class 57 contains 87832 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048128.000000 Penalty: 121322.359375
Iteration 173Q: 60 clusters Score -1.110481e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7193 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 62776 members 
Mstep: Class 12 contains 46804 members 
Mstep: Class 13 contains 12010 members 
Mstep: Class 14 contains 20651 members 
Mstep: Class 15 contains 31845 members 
Mstep: Class 16 contains 14518 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 68101 members 
Mstep: Class 19 contains 68043 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 66860 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 7698 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11624 members 
Mstep: Class 32 contains 38106 members 
Mstep: Class 33 contains 36183 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50489 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18113 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6686 members 
Mstep: Class 40 contains 6665 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8092 members 
Mstep: Class 44 contains 12037 members 
Mstep: Class 45 contains 2509 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3151 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15326 members 
Mstep: Class 50 contains 5943 members 
Mstep: Class 51 contains 5904 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11266 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9589 members 
Mstep: Class 57 contains 87813 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048232.000000 Penalty: 121322.359375
Iteration 174Q: 60 clusters Score -1.110482e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 62773 members 
Mstep: Class 12 contains 46780 members 
Mstep: Class 13 contains 12010 members 
Mstep: Class 14 contains 20652 members 
Mstep: Class 15 contains 31851 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 68069 members 
Mstep: Class 19 contains 68070 members 
Mstep: Class 20 contains 3573 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 66858 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6240 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 11621 members 
Mstep: Class 32 contains 38160 members 
Mstep: Class 33 contains 36168 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18113 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6686 members 
Mstep: Class 40 contains 6667 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12042 members 
Mstep: Class 45 contains 2508 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3153 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15328 members 
Mstep: Class 50 contains 5941 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11266 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9586 members 
Mstep: Class 57 contains 87797 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048400.000000 Penalty: 121322.359375
Iteration 175Q: 60 clusters Score -1.110484e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6122 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7211 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24496 members 
Mstep: Class 11 contains 62774 members 
Mstep: Class 12 contains 46759 members 
Mstep: Class 13 contains 12008 members 
Mstep: Class 14 contains 20652 members 
Mstep: Class 15 contains 31857 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 68035 members 
Mstep: Class 19 contains 68085 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 66867 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6240 members 
Mstep: Class 28 contains 7698 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8973 members 
Mstep: Class 31 contains 11615 members 
Mstep: Class 32 contains 38215 members 
Mstep: Class 33 contains 36154 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20968 members 
Mstep: Class 37 contains 18109 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6688 members 
Mstep: Class 40 contains 6666 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45845 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12047 members 
Mstep: Class 45 contains 2511 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3155 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5942 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11265 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87769 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048400.000000 Penalty: 121322.359375
Iteration 176Q: 60 clusters Score -1.110484e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24494 members 
Mstep: Class 11 contains 62774 members 
Mstep: Class 12 contains 46742 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 31863 members 
Mstep: Class 16 contains 14508 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 67997 members 
Mstep: Class 19 contains 68090 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 66874 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 6239 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 11610 members 
Mstep: Class 32 contains 38275 members 
Mstep: Class 33 contains 36135 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20968 members 
Mstep: Class 37 contains 18104 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6689 members 
Mstep: Class 40 contains 6668 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12050 members 
Mstep: Class 45 contains 2512 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3157 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5944 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11265 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87751 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048272.000000 Penalty: 121322.359375
Iteration 177Q: 60 clusters Score -1.110483e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7225 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24492 members 
Mstep: Class 11 contains 62772 members 
Mstep: Class 12 contains 46733 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 20652 members 
Mstep: Class 15 contains 31872 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 67964 members 
Mstep: Class 19 contains 68104 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 66884 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 11604 members 
Mstep: Class 32 contains 38335 members 
Mstep: Class 33 contains 36123 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 50489 members 
Mstep: Class 36 contains 20968 members 
Mstep: Class 37 contains 18102 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6691 members 
Mstep: Class 40 contains 6669 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45845 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12053 members 
Mstep: Class 45 contains 2515 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3162 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5945 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11267 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87705 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048400.000000 Penalty: 121322.359375
Iteration 178Q: 60 clusters Score -1.110484e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24491 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46717 members 
Mstep: Class 13 contains 12003 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 31877 members 
Mstep: Class 16 contains 14503 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 67936 members 
Mstep: Class 19 contains 68118 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 66903 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72233 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 11601 members 
Mstep: Class 32 contains 38398 members 
Mstep: Class 33 contains 36115 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20968 members 
Mstep: Class 37 contains 18102 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6695 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12055 members 
Mstep: Class 45 contains 2517 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3165 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5945 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11267 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87652 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048320.000000 Penalty: 121322.359375
Iteration 179Q: 60 clusters Score -1.110483e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 3445 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24487 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46709 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 31882 members 
Mstep: Class 16 contains 14502 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 67905 members 
Mstep: Class 19 contains 68125 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 66912 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6236 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 11596 members 
Mstep: Class 32 contains 38459 members 
Mstep: Class 33 contains 36105 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 20968 members 
Mstep: Class 37 contains 18099 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 6695 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12058 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5946 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11267 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87611 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048424.000000 Penalty: 121322.359375
Iteration 180F: 60 clusters Score -1.110484e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6145 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24485 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46696 members 
Mstep: Class 13 contains 12003 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 31885 members 
Mstep: Class 16 contains 14498 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 67871 members 
Mstep: Class 19 contains 68134 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 66917 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6235 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 11595 members 
Mstep: Class 32 contains 38515 members 
Mstep: Class 33 contains 36097 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18098 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6695 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12059 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3168 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5946 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11268 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87592 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048400.000000 Penalty: 121322.359375
Iteration 181Q: 60 clusters Score -1.110484e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6149 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24485 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46677 members 
Mstep: Class 13 contains 12002 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 31887 members 
Mstep: Class 16 contains 14494 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 67837 members 
Mstep: Class 19 contains 68149 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 66918 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6235 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 11593 members 
Mstep: Class 32 contains 38580 members 
Mstep: Class 33 contains 36090 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18099 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6697 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12059 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11270 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87561 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048376.000000 Penalty: 121322.359375
Iteration 182Q: 60 clusters Score -1.110484e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24485 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46657 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 31889 members 
Mstep: Class 16 contains 14491 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 67795 members 
Mstep: Class 19 contains 68169 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 66918 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6236 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8976 members 
Mstep: Class 31 contains 11591 members 
Mstep: Class 32 contains 38644 members 
Mstep: Class 33 contains 36085 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18094 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6701 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12059 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5948 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11270 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87537 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048464.000000 Penalty: 121322.359375
Iteration 183Q: 60 clusters Score -1.110485e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24484 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46649 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 67751 members 
Mstep: Class 19 contains 68178 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 66924 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 11585 members 
Mstep: Class 32 contains 38701 members 
Mstep: Class 33 contains 36083 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18093 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6706 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45856 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12060 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3168 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11271 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87505 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048616.000000 Penalty: 121322.359375
Iteration 184Q: 60 clusters Score -1.110486e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6166 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24482 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46644 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 31899 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67720 members 
Mstep: Class 19 contains 68188 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 66925 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6241 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 11583 members 
Mstep: Class 32 contains 38762 members 
Mstep: Class 33 contains 36084 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18090 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6709 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45855 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12060 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3168 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11271 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87460 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048600.000000 Penalty: 121322.359375
Iteration 185Q: 60 clusters Score -1.110486e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6168 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24481 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46632 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31903 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67679 members 
Mstep: Class 19 contains 68195 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 66919 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6244 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72237 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 11581 members 
Mstep: Class 32 contains 38824 members 
Mstep: Class 33 contains 36084 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18086 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6711 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45858 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12060 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3168 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11271 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87440 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048680.000000 Penalty: 121322.359375
Iteration 186Q: 60 clusters Score -1.110487e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6168 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24480 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46628 members 
Mstep: Class 13 contains 12002 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31906 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67652 members 
Mstep: Class 19 contains 68197 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 66923 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8979 members 
Mstep: Class 31 contains 11577 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 36085 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18086 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6712 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45856 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12061 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11271 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87403 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048600.000000 Penalty: 121322.359375
Iteration 187Q: 60 clusters Score -1.110486e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6168 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24481 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46623 members 
Mstep: Class 13 contains 12002 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31908 members 
Mstep: Class 16 contains 14484 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 67628 members 
Mstep: Class 19 contains 68209 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 66920 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6250 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8979 members 
Mstep: Class 31 contains 11577 members 
Mstep: Class 32 contains 38939 members 
Mstep: Class 33 contains 36087 members 
Mstep: Class 34 contains 8226 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18085 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6711 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45854 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12061 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11271 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87363 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048576.000000 Penalty: 121322.359375
Iteration 188Q: 60 clusters Score -1.110486e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6169 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24480 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46614 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31910 members 
Mstep: Class 16 contains 14484 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 67597 members 
Mstep: Class 19 contains 68221 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 66921 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11577 members 
Mstep: Class 32 contains 38996 members 
Mstep: Class 33 contains 36081 members 
Mstep: Class 34 contains 8227 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18084 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6710 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12061 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11271 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87336 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048600.000000 Penalty: 121322.359375
Iteration 189Q: 60 clusters Score -1.110486e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6169 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24478 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46605 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31913 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 67566 members 
Mstep: Class 19 contains 68224 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66922 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11571 members 
Mstep: Class 32 contains 39066 members 
Mstep: Class 33 contains 36079 members 
Mstep: Class 34 contains 8228 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18084 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6710 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45858 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12064 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87294 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048728.000000 Penalty: 121322.359375
Iteration 190Q: 60 clusters Score -1.110487e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24476 members 
Mstep: Class 11 contains 62769 members 
Mstep: Class 12 contains 46594 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31917 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67547 members 
Mstep: Class 19 contains 68236 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66920 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11567 members 
Mstep: Class 32 contains 39136 members 
Mstep: Class 33 contains 36076 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18085 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6710 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45858 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12069 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5950 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87243 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048680.000000 Penalty: 121322.359375
Iteration 191Q: 60 clusters Score -1.110487e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6172 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24474 members 
Mstep: Class 11 contains 62769 members 
Mstep: Class 12 contains 46582 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31915 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67530 members 
Mstep: Class 19 contains 68254 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66924 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11566 members 
Mstep: Class 32 contains 39196 members 
Mstep: Class 33 contains 36075 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18084 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6710 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45857 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12071 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5951 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87196 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048648.000000 Penalty: 121322.359375
Iteration 192Q: 60 clusters Score -1.110486e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24470 members 
Mstep: Class 11 contains 62769 members 
Mstep: Class 12 contains 46573 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31918 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67504 members 
Mstep: Class 19 contains 68262 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66931 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39240 members 
Mstep: Class 33 contains 36075 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18083 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6711 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45856 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12072 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87171 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048680.000000 Penalty: 121322.359375
Iteration 193Q: 60 clusters Score -1.110487e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6174 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24468 members 
Mstep: Class 11 contains 62769 members 
Mstep: Class 12 contains 46566 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31919 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67477 members 
Mstep: Class 19 contains 68267 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66937 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39287 members 
Mstep: Class 33 contains 36076 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18083 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6711 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45857 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12072 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87143 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048672.000000 Penalty: 121322.359375
Iteration 194Q: 60 clusters Score -1.110487e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6175 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24468 members 
Mstep: Class 11 contains 62769 members 
Mstep: Class 12 contains 46563 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31921 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67455 members 
Mstep: Class 19 contains 68274 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66931 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39337 members 
Mstep: Class 33 contains 36073 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18082 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6712 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45856 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87116 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048576.000000 Penalty: 121322.359375
Iteration 195Q: 60 clusters Score -1.110486e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24468 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46557 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31924 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67435 members 
Mstep: Class 19 contains 68282 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66933 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 36070 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50483 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18081 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45855 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87097 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048592.000000 Penalty: 121322.359375
Iteration 196Q: 60 clusters Score -1.110486e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24469 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46547 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31926 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67416 members 
Mstep: Class 19 contains 68287 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66938 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39406 members 
Mstep: Class 33 contains 36068 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50483 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87080 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048640.000000 Penalty: 121322.359375
Iteration 197Q: 60 clusters Score -1.110486e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46540 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31927 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67395 members 
Mstep: Class 19 contains 68290 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66942 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39444 members 
Mstep: Class 33 contains 36068 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50483 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87063 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048592.000000 Penalty: 121322.359375
Iteration 198Q: 60 clusters Score -1.110486e+08 nChanged 104
Entering ConstructFrom: 
Score: -111048592.000000 Penalty: 121322.359375
Entering ConstructFrom: 
Trying to split cluster 1 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -356043.718750 Penalty: 1196.130615
	Iteration 0F: 2 clusters Score -356043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -353494.687500 Penalty: 2392.261230
	Iteration 0F: 3 clusters Score -353494.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -354156.093750 Penalty: 2392.261230
	Iteration 1F: 3 clusters Score -354156.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -354324.687500 Penalty: 2392.261230
	Iteration 2F: 3 clusters Score -354324.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -354423.062500 Penalty: 2392.261230
	Iteration 3F: 3 clusters Score -354423.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -354502.093750 Penalty: 2392.261230
	Iteration 4Q: 3 clusters Score -354502.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -354563.281250 Penalty: 2392.261230
	Iteration 5Q: 3 clusters Score -354563.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -354610.625000 Penalty: 2392.261230
	Iteration 6Q: 3 clusters Score -354610.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -354647.218750 Penalty: 2392.261230
	Iteration 7Q: 3 clusters Score -354647.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -354690.906250 Penalty: 2392.261230
	Iteration 8Q: 3 clusters Score -354690.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -354736.687500 Penalty: 2392.261230
	Iteration 9Q: 3 clusters Score -354736.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -354771.875000 Penalty: 2392.261230
	Iteration 10Q: 3 clusters Score -354771.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -354801.781250 Penalty: 2392.261230
	Iteration 11Q: 3 clusters Score -354801.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -354820.437500 Penalty: 2392.261230
	Iteration 12Q: 3 clusters Score -354820.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -354839.875000 Penalty: 2392.261230
	Iteration 13Q: 3 clusters Score -354839.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -354857.937500 Penalty: 2392.261230
	Iteration 14Q: 3 clusters Score -354857.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -354876.406250 Penalty: 2392.261230
	Iteration 15Q: 3 clusters Score -354876.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -354894.968750 Penalty: 2392.261230
	Iteration 16Q: 3 clusters Score -354895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -354910.187500 Penalty: 2392.261230
	Iteration 17Q: 3 clusters Score -354910.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -354924.031250 Penalty: 2392.261230
	Iteration 18Q: 3 clusters Score -354924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -354933.187500 Penalty: 2392.261230
	Iteration 19Q: 3 clusters Score -354933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -354942.250000 Penalty: 2392.261230
	Iteration 20F: 3 clusters Score -354942.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -354947.000000 Penalty: 2392.261230
	Iteration 21Q: 3 clusters Score -354947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -354950.718750 Penalty: 2392.261230
	Iteration 22Q: 3 clusters Score -354950.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -354954.437500 Penalty: 2392.261230
	Iteration 23Q: 3 clusters Score -354954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -354956.406250 Penalty: 2392.261230
	Iteration 24Q: 3 clusters Score -354956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -354963.281250 Penalty: 2392.261230
	Iteration 25Q: 3 clusters Score -354963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -354969.843750 Penalty: 2392.261230
	Iteration 26Q: 3 clusters Score -354969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -354976.468750 Penalty: 2392.261230
	Iteration 27Q: 3 clusters Score -354976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -354981.593750 Penalty: 2392.261230
	Iteration 28Q: 3 clusters Score -354981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -354985.812500 Penalty: 2392.261230
	Iteration 29Q: 3 clusters Score -354985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -354991.906250 Penalty: 2392.261230
	Iteration 30Q: 3 clusters Score -354991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -355001.062500 Penalty: 2392.261230
	Iteration 31Q: 3 clusters Score -355001.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -355006.375000 Penalty: 2392.261230
	Iteration 32Q: 3 clusters Score -355006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -355013.250000 Penalty: 2392.261230
	Iteration 33Q: 3 clusters Score -355013.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -355016.406250 Penalty: 2392.261230
	Iteration 34Q: 3 clusters Score -355016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -355019.250000 Penalty: 2392.261230
	Iteration 35Q: 3 clusters Score -355019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -355021.843750 Penalty: 2392.261230
	Iteration 36Q: 3 clusters Score -355021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -355024.531250 Penalty: 2392.261230
	Iteration 37Q: 3 clusters Score -355024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -355026.062500 Penalty: 2392.261230
	Iteration 38Q: 3 clusters Score -355026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -355026.125000 Penalty: 2392.261230
	Iteration 39Q: 3 clusters Score -355026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -355026.531250 Penalty: 2392.261230
	Iteration 40F: 3 clusters Score -355026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -355027.218750 Penalty: 2392.261230
	Iteration 41Q: 3 clusters Score -355027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -355029.843750 Penalty: 2392.261230
	Iteration 42Q: 3 clusters Score -355029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -355031.218750 Penalty: 2392.261230
	Iteration 43Q: 3 clusters Score -355031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -355032.156250 Penalty: 2392.261230
	Iteration 44Q: 3 clusters Score -355032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -355032.156250 Penalty: 2392.261230
	Iteration 45F: 3 clusters Score -355032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -732128.000000 Penalty: 1298.838013
	Iteration 0F: 2 clusters Score -732128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -727753.500000 Penalty: 2597.676025
	Iteration 0F: 3 clusters Score -727753.5 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -729039.250000 Penalty: 2597.676025
	Iteration 1F: 3 clusters Score -729039.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -729305.875000 Penalty: 2597.676025
	Iteration 2F: 3 clusters Score -729305.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -729477.187500 Penalty: 2597.676025
	Iteration 3F: 3 clusters Score -729477.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -729591.937500 Penalty: 2597.676025
	Iteration 4Q: 3 clusters Score -729591.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -729698.687500 Penalty: 2597.676025
	Iteration 5Q: 3 clusters Score -729698.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -729791.000000 Penalty: 2597.676025
	Iteration 6Q: 3 clusters Score -729791 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -729882.812500 Penalty: 2597.676025
	Iteration 7Q: 3 clusters Score -729882.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -729993.375000 Penalty: 2597.676025
	Iteration 8Q: 3 clusters Score -729993.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -730096.125000 Penalty: 2597.676025
	Iteration 9Q: 3 clusters Score -730096.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -730196.312500 Penalty: 2597.676025
	Iteration 10Q: 3 clusters Score -730196.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -730290.437500 Penalty: 2597.676025
	Iteration 11Q: 3 clusters Score -730290.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -730378.062500 Penalty: 2597.676025
	Iteration 12Q: 3 clusters Score -730378.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -730489.687500 Penalty: 2597.676025
	Iteration 13Q: 3 clusters Score -730489.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -730594.562500 Penalty: 2597.676025
	Iteration 14Q: 3 clusters Score -730594.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -730694.562500 Penalty: 2597.676025
	Iteration 15Q: 3 clusters Score -730694.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -730784.500000 Penalty: 2597.676025
	Iteration 16Q: 3 clusters Score -730784.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -730863.312500 Penalty: 2597.676025
	Iteration 17Q: 3 clusters Score -730863.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -730938.125000 Penalty: 2597.676025
	Iteration 18Q: 3 clusters Score -730938.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -731004.500000 Penalty: 2597.676025
	Iteration 19Q: 3 clusters Score -731004.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -731056.187500 Penalty: 2597.676025
	Iteration 20F: 3 clusters Score -731056.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -731098.562500 Penalty: 2597.676025
	Iteration 21Q: 3 clusters Score -731098.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -731130.250000 Penalty: 2597.676025
	Iteration 22Q: 3 clusters Score -731130.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -731160.125000 Penalty: 2597.676025
	Iteration 23Q: 3 clusters Score -731160.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -731186.812500 Penalty: 2597.676025
	Iteration 24Q: 3 clusters Score -731186.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -731202.187500 Penalty: 2597.676025
	Iteration 25Q: 3 clusters Score -731202.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -731209.812500 Penalty: 2597.676025
	Iteration 26Q: 3 clusters Score -731209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -731217.687500 Penalty: 2597.676025
	Iteration 27Q: 3 clusters Score -731217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -731225.000000 Penalty: 2597.676025
	Iteration 28Q: 3 clusters Score -731225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -731235.187500 Penalty: 2597.676025
	Iteration 29Q: 3 clusters Score -731235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -731242.687500 Penalty: 2597.676025
	Iteration 30Q: 3 clusters Score -731242.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -731247.875000 Penalty: 2597.676025
	Iteration 31Q: 3 clusters Score -731247.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -731259.375000 Penalty: 2597.676025
	Iteration 32Q: 3 clusters Score -731259.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -731269.375000 Penalty: 2597.676025
	Iteration 33Q: 3 clusters Score -731269.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -731283.812500 Penalty: 2597.676025
	Iteration 34Q: 3 clusters Score -731283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -731291.187500 Penalty: 2597.676025
	Iteration 35Q: 3 clusters Score -731291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -731296.312500 Penalty: 2597.676025
	Iteration 36Q: 3 clusters Score -731296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -731302.312500 Penalty: 2597.676025
	Iteration 37Q: 3 clusters Score -731302.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -731302.562500 Penalty: 2597.676025
	Iteration 38Q: 3 clusters Score -731302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -731304.812500 Penalty: 2597.676025
	Iteration 39Q: 3 clusters Score -731304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -731308.750000 Penalty: 2597.676025
	Iteration 40F: 3 clusters Score -731308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -731311.937500 Penalty: 2597.676025
	Iteration 41Q: 3 clusters Score -731311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -731312.562500 Penalty: 2597.676025
	Iteration 42Q: 3 clusters Score -731312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -731314.000000 Penalty: 2597.676025
	Iteration 43Q: 3 clusters Score -731314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -731314.125000 Penalty: 2597.676025
	Iteration 44Q: 3 clusters Score -731314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -731314.125000 Penalty: 2597.676025
	Iteration 45F: 3 clusters Score -731314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -187097.203125 Penalty: 1104.893311
	Iteration 0F: 2 clusters Score -187097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185385.359375 Penalty: 2209.786621
	Iteration 0F: 3 clusters Score -185385.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185777.093750 Penalty: 2209.786621
	Iteration 1F: 3 clusters Score -185777.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185885.296875 Penalty: 2209.786621
	Iteration 2F: 3 clusters Score -185885.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185941.812500 Penalty: 2209.786621
	Iteration 3Q: 3 clusters Score -185941.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185974.875000 Penalty: 2209.786621
	Iteration 4Q: 3 clusters Score -185974.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -186002.484375 Penalty: 2209.786621
	Iteration 5Q: 3 clusters Score -186002.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -186019.109375 Penalty: 2209.786621
	Iteration 6Q: 3 clusters Score -186019.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -186029.984375 Penalty: 2209.786621
	Iteration 7Q: 3 clusters Score -186030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186042.718750 Penalty: 2209.786621
	Iteration 8Q: 3 clusters Score -186042.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186057.703125 Penalty: 2209.786621
	Iteration 9Q: 3 clusters Score -186057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -186071.656250 Penalty: 2209.786621
	Iteration 10Q: 3 clusters Score -186071.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186081.875000 Penalty: 2209.786621
	Iteration 11Q: 3 clusters Score -186081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186083.656250 Penalty: 2209.786621
	Iteration 12Q: 3 clusters Score -186083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186088.187500 Penalty: 2209.786621
	Iteration 13Q: 3 clusters Score -186088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186093.937500 Penalty: 2209.786621
	Iteration 14Q: 3 clusters Score -186093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186095.531250 Penalty: 2209.786621
	Iteration 15Q: 3 clusters Score -186095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186096.796875 Penalty: 2209.786621
	Iteration 16Q: 3 clusters Score -186096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186098.125000 Penalty: 2209.786621
	Iteration 17Q: 3 clusters Score -186098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186099.546875 Penalty: 2209.786621
	Iteration 18Q: 3 clusters Score -186099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186099.843750 Penalty: 2209.786621
	Iteration 19Q: 3 clusters Score -186099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186099.843750 Penalty: 2209.786621
	Iteration 20F: 3 clusters Score -186099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -243267.812500 Penalty: 1151.551880
	Iteration 0F: 2 clusters Score -243267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -241223.343750 Penalty: 2303.103760
	Iteration 0F: 3 clusters Score -241223.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241709.390625 Penalty: 2303.103760
	Iteration 1F: 3 clusters Score -241709.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -241853.531250 Penalty: 2303.103760
	Iteration 2F: 3 clusters Score -241853.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -241938.000000 Penalty: 2303.103760
	Iteration 3Q: 3 clusters Score -241938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -241990.750000 Penalty: 2303.103760
	Iteration 4Q: 3 clusters Score -241990.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242024.656250 Penalty: 2303.103760
	Iteration 5Q: 3 clusters Score -242024.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242046.843750 Penalty: 2303.103760
	Iteration 6Q: 3 clusters Score -242046.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242070.484375 Penalty: 2303.103760
	Iteration 7Q: 3 clusters Score -242070.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -242091.750000 Penalty: 2303.103760
	Iteration 8Q: 3 clusters Score -242091.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -242111.250000 Penalty: 2303.103760
	Iteration 9Q: 3 clusters Score -242111.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -242130.500000 Penalty: 2303.103760
	Iteration 10Q: 3 clusters Score -242130.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242148.343750 Penalty: 2303.103760
	Iteration 11Q: 3 clusters Score -242148.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242160.828125 Penalty: 2303.103760
	Iteration 12Q: 3 clusters Score -242160.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242175.984375 Penalty: 2303.103760
	Iteration 13Q: 3 clusters Score -242176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242188.546875 Penalty: 2303.103760
	Iteration 14Q: 3 clusters Score -242188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242197.937500 Penalty: 2303.103760
	Iteration 15Q: 3 clusters Score -242197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242204.218750 Penalty: 2303.103760
	Iteration 16Q: 3 clusters Score -242204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242212.281250 Penalty: 2303.103760
	Iteration 17Q: 3 clusters Score -242212.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242220.562500 Penalty: 2303.103760
	Iteration 18Q: 3 clusters Score -242220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242228.734375 Penalty: 2303.103760
	Iteration 19Q: 3 clusters Score -242228.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242236.796875 Penalty: 2303.103760
	Iteration 20F: 3 clusters Score -242236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242238.296875 Penalty: 2303.103760
	Iteration 21Q: 3 clusters Score -242238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242240.765625 Penalty: 2303.103760
	Iteration 22Q: 3 clusters Score -242240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242241.984375 Penalty: 2303.103760
	Iteration 23Q: 3 clusters Score -242242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242242.593750 Penalty: 2303.103760
	Iteration 24Q: 3 clusters Score -242242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242243.609375 Penalty: 2303.103760
	Iteration 25Q: 3 clusters Score -242243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242243.828125 Penalty: 2303.103760
	Iteration 26Q: 3 clusters Score -242243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242244.093750 Penalty: 2303.103760
	Iteration 27Q: 3 clusters Score -242244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242244.093750 Penalty: 2303.103760
	Iteration 28F: 3 clusters Score -242244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Entering Unmasked Estep 
Score: -749696.625000 Penalty: 1322.482666
	Iteration 0F: 2 clusters Score -749696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -744614.125000 Penalty: 2644.965332
	Iteration 0F: 3 clusters Score -744614.1 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -746363.562500 Penalty: 2644.965332
	Iteration 1F: 3 clusters Score -746363.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -746744.375000 Penalty: 2644.965332
	Iteration 2F: 3 clusters Score -746744.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -747121.312500 Penalty: 2644.965332
	Iteration 3F: 3 clusters Score -747121.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -747518.812500 Penalty: 2644.965332
	Iteration 4F: 3 clusters Score -747518.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -747958.562500 Penalty: 2644.965332
	Iteration 5F: 3 clusters Score -747958.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -748400.812500 Penalty: 2644.965332
	Iteration 6F: 3 clusters Score -748400.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -748758.187500 Penalty: 2644.965332
	Iteration 7F: 3 clusters Score -748758.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -749047.625000 Penalty: 2644.965332
	Iteration 8Q: 3 clusters Score -749047.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -749257.937500 Penalty: 2644.965332
	Iteration 9Q: 3 clusters Score -749257.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -749389.687500 Penalty: 2644.965332
	Iteration 10Q: 3 clusters Score -749389.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -749460.250000 Penalty: 2644.965332
	Iteration 11Q: 3 clusters Score -749460.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -749517.750000 Penalty: 2644.965332
	Iteration 12Q: 3 clusters Score -749517.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -749560.375000 Penalty: 2644.965332
	Iteration 13Q: 3 clusters Score -749560.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -749597.250000 Penalty: 2644.965332
	Iteration 14Q: 3 clusters Score -749597.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -749617.375000 Penalty: 2644.965332
	Iteration 15Q: 3 clusters Score -749617.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -749639.625000 Penalty: 2644.965332
	Iteration 16Q: 3 clusters Score -749639.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -749650.625000 Penalty: 2644.965332
	Iteration 17Q: 3 clusters Score -749650.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -749664.812500 Penalty: 2644.965332
	Iteration 18Q: 3 clusters Score -749664.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -749672.812500 Penalty: 2644.965332
	Iteration 19Q: 3 clusters Score -749672.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -749687.062500 Penalty: 2644.965332
	Iteration 20F: 3 clusters Score -749687.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -749696.500000 Penalty: 2644.965332
	Iteration 21Q: 3 clusters Score -749696.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -749709.500000 Penalty: 2644.965332
	Iteration 22Q: 3 clusters Score -749709.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -749718.125000 Penalty: 2644.965332
	Iteration 23Q: 3 clusters Score -749718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -749725.375000 Penalty: 2644.965332
	Iteration 24Q: 3 clusters Score -749725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -749732.250000 Penalty: 2644.965332
	Iteration 25Q: 3 clusters Score -749732.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -749738.000000 Penalty: 2644.965332
	Iteration 26Q: 3 clusters Score -749738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -749742.812500 Penalty: 2644.965332
	Iteration 27Q: 3 clusters Score -749742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -749746.000000 Penalty: 2644.965332
	Iteration 28Q: 3 clusters Score -749746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -749748.875000 Penalty: 2644.965332
	Iteration 29Q: 3 clusters Score -749748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -749749.687500 Penalty: 2644.965332
	Iteration 30Q: 3 clusters Score -749749.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -749751.500000 Penalty: 2644.965332
	Iteration 31Q: 3 clusters Score -749751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -749755.187500 Penalty: 2644.965332
	Iteration 32Q: 3 clusters Score -749755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -749754.250000 Penalty: 2644.965332
	Iteration 33Q: 3 clusters Score -749754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -749756.750000 Penalty: 2644.965332
	Iteration 34Q: 3 clusters Score -749756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -749757.562500 Penalty: 2644.965332
	Iteration 35Q: 3 clusters Score -749757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -749757.562500 Penalty: 2644.965332
	Iteration 36Q: 3 clusters Score -749757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -749757.812500 Penalty: 2644.965332
	Iteration 37Q: 3 clusters Score -749757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -749758.750000 Penalty: 2644.965332
	Iteration 38Q: 3 clusters Score -749758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -749760.750000 Penalty: 2644.965332
	Iteration 39Q: 3 clusters Score -749760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -749760.437500 Penalty: 2644.965332
	Iteration 40F: 3 clusters Score -749760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -749759.562500 Penalty: 2644.965332
	Iteration 41Q: 3 clusters Score -749759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -749762.500000 Penalty: 2644.965332
	Iteration 42Q: 3 clusters Score -749762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -749764.437500 Penalty: 2644.965332
	Iteration 43Q: 3 clusters Score -749764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -749766.000000 Penalty: 2644.965332
	Iteration 44Q: 3 clusters Score -749766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -749765.500000 Penalty: 2644.965332
	Iteration 45Q: 3 clusters Score -749765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -749763.937500 Penalty: 2644.965332
	Iteration 46Q: 3 clusters Score -749763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -749765.937500 Penalty: 2644.965332
	Iteration 47Q: 3 clusters Score -749765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -749767.500000 Penalty: 2644.965332
	Iteration 48Q: 3 clusters Score -749767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -749769.187500 Penalty: 2644.965332
	Iteration 49Q: 3 clusters Score -749769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -749770.500000 Penalty: 2644.965332
	Iteration 50Q: 3 clusters Score -749770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -749771.000000 Penalty: 2644.965332
	Iteration 51Q: 3 clusters Score -749771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -749773.937500 Penalty: 2644.965332
	Iteration 52Q: 3 clusters Score -749773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -749775.562500 Penalty: 2644.965332
	Iteration 53Q: 3 clusters Score -749775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -749776.750000 Penalty: 2644.965332
	Iteration 54Q: 3 clusters Score -749776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -749778.312500 Penalty: 2644.965332
	Iteration 55Q: 3 clusters Score -749778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -749779.875000 Penalty: 2644.965332
	Iteration 56Q: 3 clusters Score -749779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -749779.750000 Penalty: 2644.965332
	Iteration 57Q: 3 clusters Score -749779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -749780.625000 Penalty: 2644.965332
	Iteration 58Q: 3 clusters Score -749780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -749780.875000 Penalty: 2644.965332
	Iteration 59Q: 3 clusters Score -749780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -749781.625000 Penalty: 2644.965332
	Iteration 60F: 3 clusters Score -749781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46534 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31929 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67377 members 
Mstep: Class 19 contains 68296 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66949 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39484 members 
Mstep: Class 33 contains 36064 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87040 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 5273 members 
Entering Unmasked Estep 
Score: -111047968.000000 Penalty: 123378.664062
Splitting cluster 5 changes total score from -111048592.000000 to -111047968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -378493.500000 Penalty: 1211.712158
	Iteration 0F: 2 clusters Score -378493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -375739.718750 Penalty: 2423.424316
	Iteration 0F: 3 clusters Score -375739.7 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -376439.437500 Penalty: 2423.424316
	Iteration 1F: 3 clusters Score -376439.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376587.000000 Penalty: 2423.424316
	Iteration 2F: 3 clusters Score -376587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -376677.593750 Penalty: 2423.424316
	Iteration 3Q: 3 clusters Score -376677.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -376734.250000 Penalty: 2423.424316
	Iteration 4Q: 3 clusters Score -376734.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -376774.937500 Penalty: 2423.424316
	Iteration 5Q: 3 clusters Score -376774.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376807.687500 Penalty: 2423.424316
	Iteration 6Q: 3 clusters Score -376807.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -376830.750000 Penalty: 2423.424316
	Iteration 7Q: 3 clusters Score -376830.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -376854.468750 Penalty: 2423.424316
	Iteration 8Q: 3 clusters Score -376854.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376869.968750 Penalty: 2423.424316
	Iteration 9Q: 3 clusters Score -376870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376887.500000 Penalty: 2423.424316
	Iteration 10Q: 3 clusters Score -376887.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376906.750000 Penalty: 2423.424316
	Iteration 11Q: 3 clusters Score -376906.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376920.093750 Penalty: 2423.424316
	Iteration 12Q: 3 clusters Score -376920.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -376935.468750 Penalty: 2423.424316
	Iteration 13Q: 3 clusters Score -376935.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -376945.906250 Penalty: 2423.424316
	Iteration 14Q: 3 clusters Score -376945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376949.218750 Penalty: 2423.424316
	Iteration 15Q: 3 clusters Score -376949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -376952.281250 Penalty: 2423.424316
	Iteration 16Q: 3 clusters Score -376952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -376953.593750 Penalty: 2423.424316
	Iteration 17Q: 3 clusters Score -376953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -376956.156250 Penalty: 2423.424316
	Iteration 18Q: 3 clusters Score -376956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -376959.375000 Penalty: 2423.424316
	Iteration 19Q: 3 clusters Score -376959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -376961.843750 Penalty: 2423.424316
	Iteration 20F: 3 clusters Score -376961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -376964.500000 Penalty: 2423.424316
	Iteration 21Q: 3 clusters Score -376964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -376966.843750 Penalty: 2423.424316
	Iteration 22Q: 3 clusters Score -376966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -376970.250000 Penalty: 2423.424316
	Iteration 23Q: 3 clusters Score -376970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -376974.843750 Penalty: 2423.424316
	Iteration 24Q: 3 clusters Score -376974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -376978.156250 Penalty: 2423.424316
	Iteration 25Q: 3 clusters Score -376978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -376980.718750 Penalty: 2423.424316
	Iteration 26Q: 3 clusters Score -376980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -376982.968750 Penalty: 2423.424316
	Iteration 27Q: 3 clusters Score -376983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -376982.750000 Penalty: 2423.424316
	Iteration 28Q: 3 clusters Score -376982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -376982.750000 Penalty: 2423.424316
	Iteration 29F: 3 clusters Score -376982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -23325.650391 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -23325.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22673.884766 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -22673.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22793.152344 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -22793.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22844.072266 Penalty: 1675.848633
	Iteration 2F: 3 clusters Score -22844.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22886.154297 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -22886.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22914.625000 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -22914.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22951.695312 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -22951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22967.164062 Penalty: 1675.848633
	Iteration 6Q: 3 clusters Score -22967.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22976.564453 Penalty: 1675.848633
	Iteration 7Q: 3 clusters Score -22976.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22989.195312 Penalty: 1675.848633
	Iteration 8Q: 3 clusters Score -22989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23030.914062 Penalty: 1675.848633
	Iteration 9Q: 3 clusters Score -23030.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23045.605469 Penalty: 1675.848633
	Iteration 10Q: 3 clusters Score -23045.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23045.605469 Penalty: 1675.848633
	Iteration 11F: 3 clusters Score -23045.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -480407.875000 Penalty: 1249.817383
	Iteration 0F: 2 clusters Score -480407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -477092.656250 Penalty: 2499.634766
	Iteration 0F: 3 clusters Score -477092.7 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -478012.093750 Penalty: 2499.634766
	Iteration 1F: 3 clusters Score -478012.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -478168.250000 Penalty: 2499.634766
	Iteration 2F: 3 clusters Score -478168.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -478277.531250 Penalty: 2499.634766
	Iteration 3Q: 3 clusters Score -478277.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -478373.843750 Penalty: 2499.634766
	Iteration 4Q: 3 clusters Score -478373.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -478448.906250 Penalty: 2499.634766
	Iteration 5Q: 3 clusters Score -478448.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -478509.500000 Penalty: 2499.634766
	Iteration 6Q: 3 clusters Score -478509.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -478560.812500 Penalty: 2499.634766
	Iteration 7Q: 3 clusters Score -478560.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -478614.312500 Penalty: 2499.634766
	Iteration 8Q: 3 clusters Score -478614.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -478657.343750 Penalty: 2499.634766
	Iteration 9Q: 3 clusters Score -478657.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -478695.843750 Penalty: 2499.634766
	Iteration 10Q: 3 clusters Score -478695.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -478735.312500 Penalty: 2499.634766
	Iteration 11Q: 3 clusters Score -478735.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -478783.062500 Penalty: 2499.634766
	Iteration 12Q: 3 clusters Score -478783.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -478826.468750 Penalty: 2499.634766
	Iteration 13Q: 3 clusters Score -478826.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -478878.843750 Penalty: 2499.634766
	Iteration 14Q: 3 clusters Score -478878.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -478924.500000 Penalty: 2499.634766
	Iteration 15Q: 3 clusters Score -478924.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -478971.250000 Penalty: 2499.634766
	Iteration 16Q: 3 clusters Score -478971.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -479016.031250 Penalty: 2499.634766
	Iteration 17Q: 3 clusters Score -479016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -479067.250000 Penalty: 2499.634766
	Iteration 18Q: 3 clusters Score -479067.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -479122.562500 Penalty: 2499.634766
	Iteration 19Q: 3 clusters Score -479122.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -479171.093750 Penalty: 2499.634766
	Iteration 20F: 3 clusters Score -479171.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -479220.687500 Penalty: 2499.634766
	Iteration 21Q: 3 clusters Score -479220.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -479272.250000 Penalty: 2499.634766
	Iteration 22Q: 3 clusters Score -479272.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -479315.812500 Penalty: 2499.634766
	Iteration 23Q: 3 clusters Score -479315.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -479372.250000 Penalty: 2499.634766
	Iteration 24Q: 3 clusters Score -479372.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -479423.281250 Penalty: 2499.634766
	Iteration 25Q: 3 clusters Score -479423.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -479464.437500 Penalty: 2499.634766
	Iteration 26Q: 3 clusters Score -479464.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -479499.968750 Penalty: 2499.634766
	Iteration 27Q: 3 clusters Score -479500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -479527.437500 Penalty: 2499.634766
	Iteration 28Q: 3 clusters Score -479527.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -479548.250000 Penalty: 2499.634766
	Iteration 29Q: 3 clusters Score -479548.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -479566.500000 Penalty: 2499.634766
	Iteration 30Q: 3 clusters Score -479566.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -479579.843750 Penalty: 2499.634766
	Iteration 31Q: 3 clusters Score -479579.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -479593.468750 Penalty: 2499.634766
	Iteration 32Q: 3 clusters Score -479593.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -479612.218750 Penalty: 2499.634766
	Iteration 33Q: 3 clusters Score -479612.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -479633.812500 Penalty: 2499.634766
	Iteration 34Q: 3 clusters Score -479633.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -479649.125000 Penalty: 2499.634766
	Iteration 35Q: 3 clusters Score -479649.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -479662.781250 Penalty: 2499.634766
	Iteration 36Q: 3 clusters Score -479662.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -479673.875000 Penalty: 2499.634766
	Iteration 37Q: 3 clusters Score -479673.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -479683.687500 Penalty: 2499.634766
	Iteration 38Q: 3 clusters Score -479683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -479691.656250 Penalty: 2499.634766
	Iteration 39Q: 3 clusters Score -479691.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -479702.125000 Penalty: 2499.634766
	Iteration 40F: 3 clusters Score -479702.1 nChanged 19
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: -479717.250000 Penalty: 2499.634766
	Iteration 41Q: 3 clusters Score -479717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -479729.375000 Penalty: 2499.634766
	Iteration 42Q: 3 clusters Score -479729.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -479737.281250 Penalty: 2499.634766
	Iteration 43Q: 3 clusters Score -479737.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -479741.937500 Penalty: 2499.634766
	Iteration 44Q: 3 clusters Score -479741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -479745.156250 Penalty: 2499.634766
	Iteration 45Q: 3 clusters Score -479745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -479747.187500 Penalty: 2499.634766
	Iteration 46Q: 3 clusters Score -479747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -479750.843750 Penalty: 2499.634766
	Iteration 47Q: 3 clusters Score -479750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -479752.656250 Penalty: 2499.634766
	Iteration 48Q: 3 clusters Score -479752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -479752.750000 Penalty: 2499.634766
	Iteration 49Q: 3 clusters Score -479752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -479754.125000 Penalty: 2499.634766
	Iteration 50Q: 3 clusters Score -479754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -479755.125000 Penalty: 2499.634766
	Iteration 51Q: 3 clusters Score -479755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -479755.750000 Penalty: 2499.634766
	Iteration 52Q: 3 clusters Score -479755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -479757.656250 Penalty: 2499.634766
	Iteration 53Q: 3 clusters Score -479757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -479758.250000 Penalty: 2499.634766
	Iteration 54Q: 3 clusters Score -479758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -479759.031250 Penalty: 2499.634766
	Iteration 55Q: 3 clusters Score -479759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -479761.031250 Penalty: 2499.634766
	Iteration 56Q: 3 clusters Score -479761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -479762.000000 Penalty: 2499.634766
	Iteration 57Q: 3 clusters Score -479762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -479764.156250 Penalty: 2499.634766
	Iteration 58Q: 3 clusters Score -479764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -479764.906250 Penalty: 2499.634766
	Iteration 59Q: 3 clusters Score -479764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -479770.093750 Penalty: 2499.634766
	Iteration 60F: 3 clusters Score -479770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -479773.468750 Penalty: 2499.634766
	Iteration 61Q: 3 clusters Score -479773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -479778.406250 Penalty: 2499.634766
	Iteration 62Q: 3 clusters Score -479778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -479784.531250 Penalty: 2499.634766
	Iteration 63Q: 3 clusters Score -479784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -479788.375000 Penalty: 2499.634766
	Iteration 64Q: 3 clusters Score -479788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -479789.375000 Penalty: 2499.634766
	Iteration 65Q: 3 clusters Score -479789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -479793.625000 Penalty: 2499.634766
	Iteration 66Q: 3 clusters Score -479793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -479795.093750 Penalty: 2499.634766
	Iteration 67Q: 3 clusters Score -479795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -479795.687500 Penalty: 2499.634766
	Iteration 68Q: 3 clusters Score -479795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -479796.437500 Penalty: 2499.634766
	Iteration 69Q: 3 clusters Score -479796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -479797.125000 Penalty: 2499.634766
	Iteration 70Q: 3 clusters Score -479797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -479797.062500 Penalty: 2499.634766
	Iteration 71Q: 3 clusters Score -479797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -479797.062500 Penalty: 2499.634766
	Iteration 72F: 3 clusters Score -479797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -572004.312500 Penalty: 1270.712891
	Iteration 0F: 2 clusters Score -572004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -568265.187500 Penalty: 2541.425781
	Iteration 0F: 3 clusters Score -568265.2 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -569414.500000 Penalty: 2541.425781
	Iteration 1F: 3 clusters Score -569414.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -569621.375000 Penalty: 2541.425781
	Iteration 2F: 3 clusters Score -569621.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -569755.250000 Penalty: 2541.425781
	Iteration 3Q: 3 clusters Score -569755.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -569860.812500 Penalty: 2541.425781
	Iteration 4Q: 3 clusters Score -569860.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -569950.750000 Penalty: 2541.425781
	Iteration 5Q: 3 clusters Score -569950.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -570018.500000 Penalty: 2541.425781
	Iteration 6Q: 3 clusters Score -570018.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -570075.500000 Penalty: 2541.425781
	Iteration 7Q: 3 clusters Score -570075.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -570124.000000 Penalty: 2541.425781
	Iteration 8Q: 3 clusters Score -570124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -570165.437500 Penalty: 2541.425781
	Iteration 9Q: 3 clusters Score -570165.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -570196.875000 Penalty: 2541.425781
	Iteration 10Q: 3 clusters Score -570196.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -570224.375000 Penalty: 2541.425781
	Iteration 11Q: 3 clusters Score -570224.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -570252.812500 Penalty: 2541.425781
	Iteration 12Q: 3 clusters Score -570252.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -570283.062500 Penalty: 2541.425781
	Iteration 13Q: 3 clusters Score -570283.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -570308.625000 Penalty: 2541.425781
	Iteration 14Q: 3 clusters Score -570308.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -570333.562500 Penalty: 2541.425781
	Iteration 15Q: 3 clusters Score -570333.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -570354.250000 Penalty: 2541.425781
	Iteration 16Q: 3 clusters Score -570354.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -570381.187500 Penalty: 2541.425781
	Iteration 17Q: 3 clusters Score -570381.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -570404.187500 Penalty: 2541.425781
	Iteration 18Q: 3 clusters Score -570404.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -570433.875000 Penalty: 2541.425781
	Iteration 19Q: 3 clusters Score -570433.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -570466.687500 Penalty: 2541.425781
	Iteration 20F: 3 clusters Score -570466.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -570508.062500 Penalty: 2541.425781
	Iteration 21Q: 3 clusters Score -570508.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -570546.937500 Penalty: 2541.425781
	Iteration 22Q: 3 clusters Score -570546.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -570581.250000 Penalty: 2541.425781
	Iteration 23Q: 3 clusters Score -570581.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -570614.125000 Penalty: 2541.425781
	Iteration 24Q: 3 clusters Score -570614.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -570649.562500 Penalty: 2541.425781
	Iteration 25Q: 3 clusters Score -570649.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -570684.125000 Penalty: 2541.425781
	Iteration 26Q: 3 clusters Score -570684.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -570720.437500 Penalty: 2541.425781
	Iteration 27Q: 3 clusters Score -570720.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -570757.562500 Penalty: 2541.425781
	Iteration 28Q: 3 clusters Score -570757.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -570784.375000 Penalty: 2541.425781
	Iteration 29Q: 3 clusters Score -570784.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -570804.875000 Penalty: 2541.425781
	Iteration 30Q: 3 clusters Score -570804.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -570826.687500 Penalty: 2541.425781
	Iteration 31Q: 3 clusters Score -570826.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -570847.500000 Penalty: 2541.425781
	Iteration 32Q: 3 clusters Score -570847.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -570861.562500 Penalty: 2541.425781
	Iteration 33Q: 3 clusters Score -570861.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -570878.937500 Penalty: 2541.425781
	Iteration 34Q: 3 clusters Score -570878.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -570893.937500 Penalty: 2541.425781
	Iteration 35Q: 3 clusters Score -570893.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -570907.875000 Penalty: 2541.425781
	Iteration 36Q: 3 clusters Score -570907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -570918.250000 Penalty: 2541.425781
	Iteration 37Q: 3 clusters Score -570918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -570925.812500 Penalty: 2541.425781
	Iteration 38Q: 3 clusters Score -570925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -570934.500000 Penalty: 2541.425781
	Iteration 39Q: 3 clusters Score -570934.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -570942.000000 Penalty: 2541.425781
	Iteration 40F: 3 clusters Score -570942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -570951.562500 Penalty: 2541.425781
	Iteration 41Q: 3 clusters Score -570951.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -570961.750000 Penalty: 2541.425781
	Iteration 42Q: 3 clusters Score -570961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -570968.812500 Penalty: 2541.425781
	Iteration 43Q: 3 clusters Score -570968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -570972.312500 Penalty: 2541.425781
	Iteration 44Q: 3 clusters Score -570972.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -570974.937500 Penalty: 2541.425781
	Iteration 45Q: 3 clusters Score -570974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -570976.000000 Penalty: 2541.425781
	Iteration 46Q: 3 clusters Score -570976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -570979.187500 Penalty: 2541.425781
	Iteration 47Q: 3 clusters Score -570979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -570981.500000 Penalty: 2541.425781
	Iteration 48Q: 3 clusters Score -570981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -570982.562500 Penalty: 2541.425781
	Iteration 49Q: 3 clusters Score -570982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -570982.812500 Penalty: 2541.425781
	Iteration 50Q: 3 clusters Score -570982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -570984.437500 Penalty: 2541.425781
	Iteration 51Q: 3 clusters Score -570984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -570984.437500 Penalty: 2541.425781
	Iteration 52F: 3 clusters Score -570984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Entering Unmasked Estep 
Score: -2793543.750000 Penalty: 1503.635986
	Iteration 0F: 2 clusters Score -2793544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2777556.000000 Penalty: 3007.271973
	Iteration 0F: 3 clusters Score -2777556 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2783419.000000 Penalty: 3007.271973
	Iteration 1F: 3 clusters Score -2783419 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2783795.250000 Penalty: 3007.271973
	Iteration 2Q: 3 clusters Score -2783795 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2784084.250000 Penalty: 3007.271973
	Iteration 3Q: 3 clusters Score -2784084 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2784319.500000 Penalty: 3007.271973
	Iteration 4Q: 3 clusters Score -2784320 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2784550.000000 Penalty: 3007.271973
	Iteration 5Q: 3 clusters Score -2784550 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2784786.750000 Penalty: 3007.271973
	Iteration 6Q: 3 clusters Score -2784787 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2785073.250000 Penalty: 3007.271973
	Iteration 7Q: 3 clusters Score -2785073 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2785446.500000 Penalty: 3007.271973
	Iteration 8Q: 3 clusters Score -2785446 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2785953.500000 Penalty: 3007.271973
	Iteration 9Q: 3 clusters Score -2785954 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2786631.000000 Penalty: 3007.271973
	Iteration 10Q: 3 clusters Score -2786631 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2787505.000000 Penalty: 3007.271973
	Iteration 11F: 3 clusters Score -2787505 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2788476.000000 Penalty: 3007.271973
	Iteration 12F: 3 clusters Score -2788476 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2789481.250000 Penalty: 3007.271973
	Iteration 13F: 3 clusters Score -2789481 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2790400.750000 Penalty: 3007.271973
	Iteration 14Q: 3 clusters Score -2790401 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2791191.000000 Penalty: 3007.271973
	Iteration 15Q: 3 clusters Score -2791191 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2791695.750000 Penalty: 3007.271973
	Iteration 16Q: 3 clusters Score -2791696 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2791967.000000 Penalty: 3007.271973
	Iteration 17Q: 3 clusters Score -2791967 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2792164.750000 Penalty: 3007.271973
	Iteration 18Q: 3 clusters Score -2792165 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2792277.500000 Penalty: 3007.271973
	Iteration 19Q: 3 clusters Score -2792278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2792341.750000 Penalty: 3007.271973
	Iteration 20F: 3 clusters Score -2792342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2792378.250000 Penalty: 3007.271973
	Iteration 21Q: 3 clusters Score -2792378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2792407.750000 Penalty: 3007.271973
	Iteration 22Q: 3 clusters Score -2792408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2792431.500000 Penalty: 3007.271973
	Iteration 23Q: 3 clusters Score -2792432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2792446.000000 Penalty: 3007.271973
	Iteration 24Q: 3 clusters Score -2792446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2792459.750000 Penalty: 3007.271973
	Iteration 25Q: 3 clusters Score -2792460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2792475.750000 Penalty: 3007.271973
	Iteration 26Q: 3 clusters Score -2792476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2792490.000000 Penalty: 3007.271973
	Iteration 27Q: 3 clusters Score -2792490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2792499.250000 Penalty: 3007.271973
	Iteration 28Q: 3 clusters Score -2792499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2792501.250000 Penalty: 3007.271973
	Iteration 29Q: 3 clusters Score -2792501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2792506.500000 Penalty: 3007.271973
	Iteration 30Q: 3 clusters Score -2792506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2792509.000000 Penalty: 3007.271973
	Iteration 31Q: 3 clusters Score -2792509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2792516.000000 Penalty: 3007.271973
	Iteration 32Q: 3 clusters Score -2792516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2792519.000000 Penalty: 3007.271973
	Iteration 33Q: 3 clusters Score -2792519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2792517.500000 Penalty: 3007.271973
	Iteration 34Q: 3 clusters Score -2792518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2792522.500000 Penalty: 3007.271973
	Iteration 35Q: 3 clusters Score -2792522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2792521.500000 Penalty: 3007.271973
	Iteration 36Q: 3 clusters Score -2792522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2792521.500000 Penalty: 3007.271973
	Iteration 37F: 3 clusters Score -2792522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Entering Unmasked Estep 
Score: -7361663.500000 Penalty: 1643.830688
	Iteration 0F: 2 clusters Score -7361664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7320852.000000 Penalty: 3287.661377
	Iteration 0F: 3 clusters Score -7320852 nChanged 29236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -7337332.000000 Penalty: 3287.661377
	Iteration 1F: 3 clusters Score -7337332 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -7338203.500000 Penalty: 3287.661377
	Iteration 2Q: 3 clusters Score -7338204 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -7339247.000000 Penalty: 3287.661377
	Iteration 3Q: 3 clusters Score -7339247 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -7340855.000000 Penalty: 3287.661377
	Iteration 4F: 3 clusters Score -7340855 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -7343430.000000 Penalty: 3287.661377
	Iteration 5F: 3 clusters Score -7343430 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -7347163.500000 Penalty: 3287.661377
	Iteration 6F: 3 clusters Score -7347164 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -7351718.500000 Penalty: 3287.661377
	Iteration 7F: 3 clusters Score -7351718 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -7355806.000000 Penalty: 3287.661377
	Iteration 8F: 3 clusters Score -7355806 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -7358299.500000 Penalty: 3287.661377
	Iteration 9Q: 3 clusters Score -7358300 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -7359456.000000 Penalty: 3287.661377
	Iteration 10Q: 3 clusters Score -7359456 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -7359906.500000 Penalty: 3287.661377
	Iteration 11Q: 3 clusters Score -7359906 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -7360134.500000 Penalty: 3287.661377
	Iteration 12Q: 3 clusters Score -7360134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7360224.000000 Penalty: 3287.661377
	Iteration 13Q: 3 clusters Score -7360224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -7360286.500000 Penalty: 3287.661377
	Iteration 14Q: 3 clusters Score -7360286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -7360305.500000 Penalty: 3287.661377
	Iteration 15Q: 3 clusters Score -7360306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -7360313.000000 Penalty: 3287.661377
	Iteration 16Q: 3 clusters Score -7360313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -7360320.000000 Penalty: 3287.661377
	Iteration 17Q: 3 clusters Score -7360320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -7360330.000000 Penalty: 3287.661377
	Iteration 18Q: 3 clusters Score -7360330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -7360336.000000 Penalty: 3287.661377
	Iteration 19Q: 3 clusters Score -7360336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -7360346.500000 Penalty: 3287.661377
	Iteration 20F: 3 clusters Score -7360346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -7360352.500000 Penalty: 3287.661377
	Iteration 21Q: 3 clusters Score -7360352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -7360353.500000 Penalty: 3287.661377
	Iteration 22Q: 3 clusters Score -7360354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -7360353.500000 Penalty: 3287.661377
	Iteration 23F: 3 clusters Score -7360354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Entering Unmasked Estep 
Score: -5446655.000000 Penalty: 1599.293213
	Iteration 0F: 2 clusters Score -5446655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5416270.500000 Penalty: 3198.586426
	Iteration 0F: 3 clusters Score -5416270 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -5428158.500000 Penalty: 3198.586426
	Iteration 1F: 3 clusters Score -5428158 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5428609.000000 Penalty: 3198.586426
	Iteration 2Q: 3 clusters Score -5428609 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5428979.500000 Penalty: 3198.586426
	Iteration 3Q: 3 clusters Score -5428980 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5429316.500000 Penalty: 3198.586426
	Iteration 4Q: 3 clusters Score -5429316 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5429676.000000 Penalty: 3198.586426
	Iteration 5Q: 3 clusters Score -5429676 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5429986.500000 Penalty: 3198.586426
	Iteration 6Q: 3 clusters Score -5429986 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5430330.000000 Penalty: 3198.586426
	Iteration 7Q: 3 clusters Score -5430330 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -5430728.500000 Penalty: 3198.586426
	Iteration 8Q: 3 clusters Score -5430728 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5431256.000000 Penalty: 3198.586426
	Iteration 9Q: 3 clusters Score -5431256 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5432025.500000 Penalty: 3198.586426
	Iteration 10Q: 3 clusters Score -5432026 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5433212.500000 Penalty: 3198.586426
	Iteration 11Q: 3 clusters Score -5433212 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -5435029.000000 Penalty: 3198.586426
	Iteration 12F: 3 clusters Score -5435029 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5437484.000000 Penalty: 3198.586426
	Iteration 13F: 3 clusters Score -5437484 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5440182.500000 Penalty: 3198.586426
	Iteration 14F: 3 clusters Score -5440182 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5442350.000000 Penalty: 3198.586426
	Iteration 15F: 3 clusters Score -5442350 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5443814.500000 Penalty: 3198.586426
	Iteration 16Q: 3 clusters Score -5443814 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5444588.500000 Penalty: 3198.586426
	Iteration 17Q: 3 clusters Score -5444588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5444938.000000 Penalty: 3198.586426
	Iteration 18Q: 3 clusters Score -5444938 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5445098.500000 Penalty: 3198.586426
	Iteration 19Q: 3 clusters Score -5445098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5445220.000000 Penalty: 3198.586426
	Iteration 20F: 3 clusters Score -5445220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5445279.500000 Penalty: 3198.586426
	Iteration 21Q: 3 clusters Score -5445280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5445317.000000 Penalty: 3198.586426
	Iteration 22Q: 3 clusters Score -5445317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5445340.500000 Penalty: 3198.586426
	Iteration 23Q: 3 clusters Score -5445340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5445366.500000 Penalty: 3198.586426
	Iteration 24Q: 3 clusters Score -5445366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5445381.500000 Penalty: 3198.586426
	Iteration 25Q: 3 clusters Score -5445382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5445388.000000 Penalty: 3198.586426
	Iteration 26Q: 3 clusters Score -5445388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5445400.000000 Penalty: 3198.586426
	Iteration 27Q: 3 clusters Score -5445400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5445415.500000 Penalty: 3198.586426
	Iteration 28Q: 3 clusters Score -5445416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5445427.000000 Penalty: 3198.586426
	Iteration 29Q: 3 clusters Score -5445427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5445433.500000 Penalty: 3198.586426
	Iteration 30Q: 3 clusters Score -5445434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5445431.500000 Penalty: 3198.586426
	Iteration 31Q: 3 clusters Score -5445432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5445438.500000 Penalty: 3198.586426
	Iteration 32Q: 3 clusters Score -5445438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5445441.000000 Penalty: 3198.586426
	Iteration 33Q: 3 clusters Score -5445441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5445444.500000 Penalty: 3198.586426
	Iteration 34Q: 3 clusters Score -5445444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5445450.000000 Penalty: 3198.586426
	Iteration 35Q: 3 clusters Score -5445450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5445450.000000 Penalty: 3198.586426
	Iteration 36F: 3 clusters Score -5445450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Entering Unmasked Estep 
Score: -1321621.250000 Penalty: 1397.615601
	Iteration 0F: 2 clusters Score -1321621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1313536.750000 Penalty: 2795.231201
	Iteration 0F: 3 clusters Score -1313537 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1316296.375000 Penalty: 2795.231201
	Iteration 1F: 3 clusters Score -1316296 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1316603.500000 Penalty: 2795.231201
	Iteration 2F: 3 clusters Score -1316604 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1316801.500000 Penalty: 2795.231201
	Iteration 3Q: 3 clusters Score -1316802 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1316940.875000 Penalty: 2795.231201
	Iteration 4Q: 3 clusters Score -1316941 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1317063.125000 Penalty: 2795.231201
	Iteration 5Q: 3 clusters Score -1317063 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1317176.000000 Penalty: 2795.231201
	Iteration 6Q: 3 clusters Score -1317176 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1317271.250000 Penalty: 2795.231201
	Iteration 7Q: 3 clusters Score -1317271 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1317370.625000 Penalty: 2795.231201
	Iteration 8Q: 3 clusters Score -1317371 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1317456.750000 Penalty: 2795.231201
	Iteration 9Q: 3 clusters Score -1317457 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1317569.750000 Penalty: 2795.231201
	Iteration 10Q: 3 clusters Score -1317570 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1317689.750000 Penalty: 2795.231201
	Iteration 11Q: 3 clusters Score -1317690 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1317837.375000 Penalty: 2795.231201
	Iteration 12Q: 3 clusters Score -1317837 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1318023.000000 Penalty: 2795.231201
	Iteration 13Q: 3 clusters Score -1318023 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1318263.250000 Penalty: 2795.231201
	Iteration 14Q: 3 clusters Score -1318263 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1318517.625000 Penalty: 2795.231201
	Iteration 15Q: 3 clusters Score -1318518 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1318785.875000 Penalty: 2795.231201
	Iteration 16Q: 3 clusters Score -1318786 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1319033.500000 Penalty: 2795.231201
	Iteration 17Q: 3 clusters Score -1319034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1319257.250000 Penalty: 2795.231201
	Iteration 18Q: 3 clusters Score -1319257 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1319438.125000 Penalty: 2795.231201
	Iteration 19Q: 3 clusters Score -1319438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1319601.750000 Penalty: 2795.231201
	Iteration 20F: 3 clusters Score -1319602 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1319731.250000 Penalty: 2795.231201
	Iteration 21Q: 3 clusters Score -1319731 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1319848.125000 Penalty: 2795.231201
	Iteration 22Q: 3 clusters Score -1319848 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1319936.625000 Penalty: 2795.231201
	Iteration 23Q: 3 clusters Score -1319937 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1320016.125000 Penalty: 2795.231201
	Iteration 24Q: 3 clusters Score -1320016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1320088.000000 Penalty: 2795.231201
	Iteration 25Q: 3 clusters Score -1320088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1320148.500000 Penalty: 2795.231201
	Iteration 26Q: 3 clusters Score -1320148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1320207.875000 Penalty: 2795.231201
	Iteration 27Q: 3 clusters Score -1320208 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1320284.375000 Penalty: 2795.231201
	Iteration 28Q: 3 clusters Score -1320284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1320359.625000 Penalty: 2795.231201
	Iteration 29Q: 3 clusters Score -1320360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1320427.375000 Penalty: 2795.231201
	Iteration 30Q: 3 clusters Score -1320427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1320483.125000 Penalty: 2795.231201
	Iteration 31Q: 3 clusters Score -1320483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1320521.875000 Penalty: 2795.231201
	Iteration 32Q: 3 clusters Score -1320522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1320563.750000 Penalty: 2795.231201
	Iteration 33Q: 3 clusters Score -1320564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1320596.750000 Penalty: 2795.231201
	Iteration 34Q: 3 clusters Score -1320597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1320628.375000 Penalty: 2795.231201
	Iteration 35Q: 3 clusters Score -1320628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1320655.250000 Penalty: 2795.231201
	Iteration 36Q: 3 clusters Score -1320655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1320681.125000 Penalty: 2795.231201
	Iteration 37Q: 3 clusters Score -1320681 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1320711.250000 Penalty: 2795.231201
	Iteration 38Q: 3 clusters Score -1320711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1320728.375000 Penalty: 2795.231201
	Iteration 39Q: 3 clusters Score -1320728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1320746.375000 Penalty: 2795.231201
	Iteration 40F: 3 clusters Score -1320746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1320758.125000 Penalty: 2795.231201
	Iteration 41Q: 3 clusters Score -1320758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1320770.500000 Penalty: 2795.231201
	Iteration 42Q: 3 clusters Score -1320770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1320790.000000 Penalty: 2795.231201
	Iteration 43Q: 3 clusters Score -1320790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1320801.000000 Penalty: 2795.231201
	Iteration 44Q: 3 clusters Score -1320801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1320812.625000 Penalty: 2795.231201
	Iteration 45Q: 3 clusters Score -1320813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1320814.250000 Penalty: 2795.231201
	Iteration 46Q: 3 clusters Score -1320814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1320818.375000 Penalty: 2795.231201
	Iteration 47Q: 3 clusters Score -1320818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1320822.500000 Penalty: 2795.231201
	Iteration 48Q: 3 clusters Score -1320822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1320824.375000 Penalty: 2795.231201
	Iteration 49Q: 3 clusters Score -1320824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1320824.875000 Penalty: 2795.231201
	Iteration 50Q: 3 clusters Score -1320825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1320830.250000 Penalty: 2795.231201
	Iteration 51Q: 3 clusters Score -1320830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1320830.000000 Penalty: 2795.231201
	Iteration 52Q: 3 clusters Score -1320830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1320829.750000 Penalty: 2795.231201
	Iteration 53Q: 3 clusters Score -1320830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1320831.000000 Penalty: 2795.231201
	Iteration 54Q: 3 clusters Score -1320831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1320832.500000 Penalty: 2795.231201
	Iteration 55Q: 3 clusters Score -1320832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1320834.000000 Penalty: 2795.231201
	Iteration 56Q: 3 clusters Score -1320834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1320835.375000 Penalty: 2795.231201
	Iteration 57Q: 3 clusters Score -1320835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1320837.500000 Penalty: 2795.231201
	Iteration 58Q: 3 clusters Score -1320838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1320839.625000 Penalty: 2795.231201
	Iteration 59Q: 3 clusters Score -1320840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1320839.750000 Penalty: 2795.231201
	Iteration 60F: 3 clusters Score -1320840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1320842.625000 Penalty: 2795.231201
	Iteration 61Q: 3 clusters Score -1320843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1320843.125000 Penalty: 2795.231201
	Iteration 62Q: 3 clusters Score -1320843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1320843.875000 Penalty: 2795.231201
	Iteration 63Q: 3 clusters Score -1320844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1320846.250000 Penalty: 2795.231201
	Iteration 64Q: 3 clusters Score -1320846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1320846.625000 Penalty: 2795.231201
	Iteration 65Q: 3 clusters Score -1320847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1320847.375000 Penalty: 2795.231201
	Iteration 66Q: 3 clusters Score -1320847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1320848.125000 Penalty: 2795.231201
	Iteration 67Q: 3 clusters Score -1320848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1320851.500000 Penalty: 2795.231201
	Iteration 68Q: 3 clusters Score -1320852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1320853.875000 Penalty: 2795.231201
	Iteration 69Q: 3 clusters Score -1320854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1320850.750000 Penalty: 2795.231201
	Iteration 70Q: 3 clusters Score -1320851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1320853.375000 Penalty: 2795.231201
	Iteration 71Q: 3 clusters Score -1320853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1320850.875000 Penalty: 2795.231201
	Iteration 72Q: 3 clusters Score -1320851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1320853.000000 Penalty: 2795.231201
	Iteration 73Q: 3 clusters Score -1320853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1320854.125000 Penalty: 2795.231201
	Iteration 74Q: 3 clusters Score -1320854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1320854.125000 Penalty: 2795.231201
	Iteration 75F: 3 clusters Score -1320854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Entering Unmasked Estep 
Score: -2334882.750000 Penalty: 1478.441284
	Iteration 0F: 2 clusters Score -2334883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2321436.000000 Penalty: 2956.882568
	Iteration 0F: 3 clusters Score -2321436 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2326196.500000 Penalty: 2956.882568
	Iteration 1F: 3 clusters Score -2326196 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2326605.250000 Penalty: 2956.882568
	Iteration 2F: 3 clusters Score -2326605 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2326897.000000 Penalty: 2956.882568
	Iteration 3Q: 3 clusters Score -2326897 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2327153.750000 Penalty: 2956.882568
	Iteration 4Q: 3 clusters Score -2327154 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2327406.250000 Penalty: 2956.882568
	Iteration 5Q: 3 clusters Score -2327406 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2327657.750000 Penalty: 2956.882568
	Iteration 6Q: 3 clusters Score -2327658 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2327935.750000 Penalty: 2956.882568
	Iteration 7Q: 3 clusters Score -2327936 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2328318.500000 Penalty: 2956.882568
	Iteration 8Q: 3 clusters Score -2328318 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2328802.750000 Penalty: 2956.882568
	Iteration 9Q: 3 clusters Score -2328803 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2329404.500000 Penalty: 2956.882568
	Iteration 10Q: 3 clusters Score -2329404 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2330128.000000 Penalty: 2956.882568
	Iteration 11F: 3 clusters Score -2330128 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2330898.000000 Penalty: 2956.882568
	Iteration 12F: 3 clusters Score -2330898 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2331623.500000 Penalty: 2956.882568
	Iteration 13Q: 3 clusters Score -2331624 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2332213.750000 Penalty: 2956.882568
	Iteration 14Q: 3 clusters Score -2332214 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2332626.500000 Penalty: 2956.882568
	Iteration 15Q: 3 clusters Score -2332626 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2332862.750000 Penalty: 2956.882568
	Iteration 16Q: 3 clusters Score -2332863 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2333062.750000 Penalty: 2956.882568
	Iteration 17Q: 3 clusters Score -2333063 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2333216.750000 Penalty: 2956.882568
	Iteration 18Q: 3 clusters Score -2333217 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2333340.250000 Penalty: 2956.882568
	Iteration 19Q: 3 clusters Score -2333340 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2333425.500000 Penalty: 2956.882568
	Iteration 20F: 3 clusters Score -2333426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2333471.250000 Penalty: 2956.882568
	Iteration 21Q: 3 clusters Score -2333471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2333513.500000 Penalty: 2956.882568
	Iteration 22Q: 3 clusters Score -2333514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2333550.500000 Penalty: 2956.882568
	Iteration 23Q: 3 clusters Score -2333550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2333568.500000 Penalty: 2956.882568
	Iteration 24Q: 3 clusters Score -2333568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2333583.750000 Penalty: 2956.882568
	Iteration 25Q: 3 clusters Score -2333584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2333611.250000 Penalty: 2956.882568
	Iteration 26Q: 3 clusters Score -2333611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2333631.500000 Penalty: 2956.882568
	Iteration 27Q: 3 clusters Score -2333632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2333642.750000 Penalty: 2956.882568
	Iteration 28Q: 3 clusters Score -2333643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2333654.750000 Penalty: 2956.882568
	Iteration 29Q: 3 clusters Score -2333655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2333664.750000 Penalty: 2956.882568
	Iteration 30Q: 3 clusters Score -2333665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2333675.750000 Penalty: 2956.882568
	Iteration 31Q: 3 clusters Score -2333676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2333679.750000 Penalty: 2956.882568
	Iteration 32Q: 3 clusters Score -2333680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2333679.500000 Penalty: 2956.882568
	Iteration 33Q: 3 clusters Score -2333680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2333683.500000 Penalty: 2956.882568
	Iteration 34Q: 3 clusters Score -2333684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2333680.250000 Penalty: 2956.882568
	Iteration 35Q: 3 clusters Score -2333680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2333682.750000 Penalty: 2956.882568
	Iteration 36Q: 3 clusters Score -2333683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2333685.250000 Penalty: 2956.882568
	Iteration 37Q: 3 clusters Score -2333685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2333685.750000 Penalty: 2956.882568
	Iteration 38Q: 3 clusters Score -2333686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2333687.750000 Penalty: 2956.882568
	Iteration 39Q: 3 clusters Score -2333688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2333691.000000 Penalty: 2956.882568
	Iteration 40F: 3 clusters Score -2333691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2333691.250000 Penalty: 2956.882568
	Iteration 41Q: 3 clusters Score -2333691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2333693.000000 Penalty: 2956.882568
	Iteration 42Q: 3 clusters Score -2333693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2333692.250000 Penalty: 2956.882568
	Iteration 43Q: 3 clusters Score -2333692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2333692.750000 Penalty: 2956.882568
	Iteration 44Q: 3 clusters Score -2333693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2333692.750000 Penalty: 2956.882568
	Iteration 45F: 3 clusters Score -2333693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Entering Unmasked Estep 
Score: -3731530.000000 Penalty: 1543.244995
	Iteration 0F: 2 clusters Score -3731530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3710702.250000 Penalty: 3086.489990
	Iteration 0F: 3 clusters Score -3710702 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3718639.000000 Penalty: 3086.489990
	Iteration 1F: 3 clusters Score -3718639 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3719310.250000 Penalty: 3086.489990
	Iteration 2F: 3 clusters Score -3719310 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3720156.250000 Penalty: 3086.489990
	Iteration 3F: 3 clusters Score -3720156 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3721180.750000 Penalty: 3086.489990
	Iteration 4F: 3 clusters Score -3721181 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3722441.500000 Penalty: 3086.489990
	Iteration 5F: 3 clusters Score -3722442 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3723883.750000 Penalty: 3086.489990
	Iteration 6F: 3 clusters Score -3723884 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3725327.250000 Penalty: 3086.489990
	Iteration 7F: 3 clusters Score -3725327 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3726603.750000 Penalty: 3086.489990
	Iteration 8F: 3 clusters Score -3726604 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3727618.750000 Penalty: 3086.489990
	Iteration 9Q: 3 clusters Score -3727619 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3728372.750000 Penalty: 3086.489990
	Iteration 10Q: 3 clusters Score -3728373 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3728804.250000 Penalty: 3086.489990
	Iteration 11Q: 3 clusters Score -3728804 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3729029.000000 Penalty: 3086.489990
	Iteration 12Q: 3 clusters Score -3729029 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3729124.250000 Penalty: 3086.489990
	Iteration 13Q: 3 clusters Score -3729124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3729199.750000 Penalty: 3086.489990
	Iteration 14Q: 3 clusters Score -3729200 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3729241.750000 Penalty: 3086.489990
	Iteration 15Q: 3 clusters Score -3729242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3729271.000000 Penalty: 3086.489990
	Iteration 16Q: 3 clusters Score -3729271 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3729300.500000 Penalty: 3086.489990
	Iteration 17Q: 3 clusters Score -3729300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3729321.750000 Penalty: 3086.489990
	Iteration 18Q: 3 clusters Score -3729322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3729347.500000 Penalty: 3086.489990
	Iteration 19Q: 3 clusters Score -3729348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3729353.250000 Penalty: 3086.489990
	Iteration 20F: 3 clusters Score -3729353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3729363.250000 Penalty: 3086.489990
	Iteration 21Q: 3 clusters Score -3729363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3729379.750000 Penalty: 3086.489990
	Iteration 22Q: 3 clusters Score -3729380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3729392.000000 Penalty: 3086.489990
	Iteration 23Q: 3 clusters Score -3729392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3729395.750000 Penalty: 3086.489990
	Iteration 24Q: 3 clusters Score -3729396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3729424.000000 Penalty: 3086.489990
	Iteration 25Q: 3 clusters Score -3729424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3729442.500000 Penalty: 3086.489990
	Iteration 26Q: 3 clusters Score -3729442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3729444.250000 Penalty: 3086.489990
	Iteration 27Q: 3 clusters Score -3729444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3729457.250000 Penalty: 3086.489990
	Iteration 28Q: 3 clusters Score -3729457 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3729468.500000 Penalty: 3086.489990
	Iteration 29Q: 3 clusters Score -3729468 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3729489.000000 Penalty: 3086.489990
	Iteration 30Q: 3 clusters Score -3729489 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3729501.750000 Penalty: 3086.489990
	Iteration 31Q: 3 clusters Score -3729502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3729499.000000 Penalty: 3086.489990
	Iteration 32Q: 3 clusters Score -3729499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3729499.750000 Penalty: 3086.489990
	Iteration 33Q: 3 clusters Score -3729500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3729511.250000 Penalty: 3086.489990
	Iteration 34Q: 3 clusters Score -3729511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3729525.250000 Penalty: 3086.489990
	Iteration 35Q: 3 clusters Score -3729525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3729516.000000 Penalty: 3086.489990
	Iteration 36Q: 3 clusters Score -3729516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3729528.750000 Penalty: 3086.489990
	Iteration 37Q: 3 clusters Score -3729529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3729551.750000 Penalty: 3086.489990
	Iteration 38Q: 3 clusters Score -3729552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3729552.250000 Penalty: 3086.489990
	Iteration 39Q: 3 clusters Score -3729552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3729561.500000 Penalty: 3086.489990
	Iteration 40F: 3 clusters Score -3729562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3729584.250000 Penalty: 3086.489990
	Iteration 41Q: 3 clusters Score -3729584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3729588.250000 Penalty: 3086.489990
	Iteration 42Q: 3 clusters Score -3729588 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3729594.750000 Penalty: 3086.489990
	Iteration 43Q: 3 clusters Score -3729595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3729611.750000 Penalty: 3086.489990
	Iteration 44Q: 3 clusters Score -3729612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3729614.250000 Penalty: 3086.489990
	Iteration 45Q: 3 clusters Score -3729614 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3729635.250000 Penalty: 3086.489990
	Iteration 46Q: 3 clusters Score -3729635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3729646.000000 Penalty: 3086.489990
	Iteration 47Q: 3 clusters Score -3729646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3729663.250000 Penalty: 3086.489990
	Iteration 48Q: 3 clusters Score -3729663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3729670.250000 Penalty: 3086.489990
	Iteration 49Q: 3 clusters Score -3729670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3729680.500000 Penalty: 3086.489990
	Iteration 50Q: 3 clusters Score -3729680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3729687.500000 Penalty: 3086.489990
	Iteration 51Q: 3 clusters Score -3729688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3729700.250000 Penalty: 3086.489990
	Iteration 52Q: 3 clusters Score -3729700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3729700.250000 Penalty: 3086.489990
	Iteration 53Q: 3 clusters Score -3729700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3729713.000000 Penalty: 3086.489990
	Iteration 54Q: 3 clusters Score -3729713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3729718.750000 Penalty: 3086.489990
	Iteration 55Q: 3 clusters Score -3729719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3729725.750000 Penalty: 3086.489990
	Iteration 56Q: 3 clusters Score -3729726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3729728.500000 Penalty: 3086.489990
	Iteration 57Q: 3 clusters Score -3729728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3729727.750000 Penalty: 3086.489990
	Iteration 58Q: 3 clusters Score -3729728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3729721.000000 Penalty: 3086.489990
	Iteration 59Q: 3 clusters Score -3729721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3729729.250000 Penalty: 3086.489990
	Iteration 60F: 3 clusters Score -3729729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3729735.500000 Penalty: 3086.489990
	Iteration 61Q: 3 clusters Score -3729736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3729741.250000 Penalty: 3086.489990
	Iteration 62Q: 3 clusters Score -3729741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3729738.500000 Penalty: 3086.489990
	Iteration 63Q: 3 clusters Score -3729738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3729735.500000 Penalty: 3086.489990
	Iteration 64Q: 3 clusters Score -3729736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3729743.000000 Penalty: 3086.489990
	Iteration 65Q: 3 clusters Score -3729743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3729744.000000 Penalty: 3086.489990
	Iteration 66Q: 3 clusters Score -3729744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3729753.500000 Penalty: 3086.489990
	Iteration 67Q: 3 clusters Score -3729754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3729756.500000 Penalty: 3086.489990
	Iteration 68Q: 3 clusters Score -3729756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3729758.500000 Penalty: 3086.489990
	Iteration 69Q: 3 clusters Score -3729758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3729759.750000 Penalty: 3086.489990
	Iteration 70Q: 3 clusters Score -3729760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3729766.500000 Penalty: 3086.489990
	Iteration 71Q: 3 clusters Score -3729766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3729766.250000 Penalty: 3086.489990
	Iteration 72Q: 3 clusters Score -3729766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3729773.500000 Penalty: 3086.489990
	Iteration 73Q: 3 clusters Score -3729774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3729771.500000 Penalty: 3086.489990
	Iteration 74Q: 3 clusters Score -3729772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3729772.000000 Penalty: 3086.489990
	Iteration 75Q: 3 clusters Score -3729772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3729777.000000 Penalty: 3086.489990
	Iteration 76Q: 3 clusters Score -3729777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3729779.750000 Penalty: 3086.489990
	Iteration 77Q: 3 clusters Score -3729780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3729770.250000 Penalty: 3086.489990
	Iteration 78Q: 3 clusters Score -3729770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3729776.750000 Penalty: 3086.489990
	Iteration 79Q: 3 clusters Score -3729777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3729786.750000 Penalty: 3086.489990
	Iteration 80F: 3 clusters Score -3729787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3729794.250000 Penalty: 3086.489990
	Iteration 81Q: 3 clusters Score -3729794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3729805.000000 Penalty: 3086.489990
	Iteration 82Q: 3 clusters Score -3729805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3729803.250000 Penalty: 3086.489990
	Iteration 83Q: 3 clusters Score -3729803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3729809.000000 Penalty: 3086.489990
	Iteration 84Q: 3 clusters Score -3729809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3729811.250000 Penalty: 3086.489990
	Iteration 85Q: 3 clusters Score -3729811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3729804.000000 Penalty: 3086.489990
	Iteration 86Q: 3 clusters Score -3729804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3729809.000000 Penalty: 3086.489990
	Iteration 87Q: 3 clusters Score -3729809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3729813.000000 Penalty: 3086.489990
	Iteration 88Q: 3 clusters Score -3729813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3729816.750000 Penalty: 3086.489990
	Iteration 89Q: 3 clusters Score -3729817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3729814.250000 Penalty: 3086.489990
	Iteration 90Q: 3 clusters Score -3729814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3729810.250000 Penalty: 3086.489990
	Iteration 91Q: 3 clusters Score -3729810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3729808.250000 Penalty: 3086.489990
	Iteration 92Q: 3 clusters Score -3729808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3729814.000000 Penalty: 3086.489990
	Iteration 93Q: 3 clusters Score -3729814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3729818.250000 Penalty: 3086.489990
	Iteration 94Q: 3 clusters Score -3729818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3729816.750000 Penalty: 3086.489990
	Iteration 95Q: 3 clusters Score -3729817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3729816.750000 Penalty: 3086.489990
	Iteration 96Q: 3 clusters Score -3729817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3729816.750000 Penalty: 3086.489990
	Iteration 97Q: 3 clusters Score -3729817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3729816.250000 Penalty: 3086.489990
	Iteration 98Q: 3 clusters Score -3729816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3729816.250000 Penalty: 3086.489990
	Iteration 99Q: 3 clusters Score -3729816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3729820.000000 Penalty: 3086.489990
	Iteration 100F: 3 clusters Score -3729820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3729822.000000 Penalty: 3086.489990
	Iteration 101Q: 3 clusters Score -3729822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3729823.250000 Penalty: 3086.489990
	Iteration 102Q: 3 clusters Score -3729823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3729821.750000 Penalty: 3086.489990
	Iteration 103Q: 3 clusters Score -3729822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3729821.250000 Penalty: 3086.489990
	Iteration 104Q: 3 clusters Score -3729821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3729824.000000 Penalty: 3086.489990
	Iteration 105Q: 3 clusters Score -3729824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3729824.250000 Penalty: 3086.489990
	Iteration 106Q: 3 clusters Score -3729824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3729822.000000 Penalty: 3086.489990
	Iteration 107Q: 3 clusters Score -3729822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3729818.000000 Penalty: 3086.489990
	Iteration 108Q: 3 clusters Score -3729818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3729818.750000 Penalty: 3086.489990
	Iteration 109Q: 3 clusters Score -3729819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3729822.250000 Penalty: 3086.489990
	Iteration 110Q: 3 clusters Score -3729822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3729826.500000 Penalty: 3086.489990
	Iteration 111Q: 3 clusters Score -3729826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3729821.750000 Penalty: 3086.489990
	Iteration 112Q: 3 clusters Score -3729822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3729826.000000 Penalty: 3086.489990
	Iteration 113Q: 3 clusters Score -3729826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3729835.250000 Penalty: 3086.489990
	Iteration 114Q: 3 clusters Score -3729835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3729837.500000 Penalty: 3086.489990
	Iteration 115Q: 3 clusters Score -3729838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3729841.250000 Penalty: 3086.489990
	Iteration 116Q: 3 clusters Score -3729841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3729840.500000 Penalty: 3086.489990
	Iteration 117Q: 3 clusters Score -3729840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3729842.000000 Penalty: 3086.489990
	Iteration 118Q: 3 clusters Score -3729842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3729840.750000 Penalty: 3086.489990
	Iteration 119Q: 3 clusters Score -3729841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3729845.000000 Penalty: 3086.489990
	Iteration 120F: 3 clusters Score -3729845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3729843.000000 Penalty: 3086.489990
	Iteration 121Q: 3 clusters Score -3729843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3729837.250000 Penalty: 3086.489990
	Iteration 122Q: 3 clusters Score -3729837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3729833.500000 Penalty: 3086.489990
	Iteration 123Q: 3 clusters Score -3729834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3729835.250000 Penalty: 3086.489990
	Iteration 124Q: 3 clusters Score -3729835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3729838.750000 Penalty: 3086.489990
	Iteration 125Q: 3 clusters Score -3729839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3729840.250000 Penalty: 3086.489990
	Iteration 126Q: 3 clusters Score -3729840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3729842.000000 Penalty: 3086.489990
	Iteration 127Q: 3 clusters Score -3729842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3729840.250000 Penalty: 3086.489990
	Iteration 128Q: 3 clusters Score -3729840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3729845.500000 Penalty: 3086.489990
	Iteration 129Q: 3 clusters Score -3729846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3729844.000000 Penalty: 3086.489990
	Iteration 130Q: 3 clusters Score -3729844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3729847.000000 Penalty: 3086.489990
	Iteration 131Q: 3 clusters Score -3729847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3729844.500000 Penalty: 3086.489990
	Iteration 132Q: 3 clusters Score -3729844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3729844.250000 Penalty: 3086.489990
	Iteration 133Q: 3 clusters Score -3729844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3729844.250000 Penalty: 3086.489990
	Iteration 134F: 3 clusters Score -3729844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Entering Unmasked Estep 
Score: -1619360.000000 Penalty: 1425.592285
	Iteration 0F: 2 clusters Score -1619360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1609623.875000 Penalty: 2851.184570
	Iteration 0F: 3 clusters Score -1609624 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1613061.500000 Penalty: 2851.184570
	Iteration 1F: 3 clusters Score -1613062 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1613531.750000 Penalty: 2851.184570
	Iteration 2F: 3 clusters Score -1613532 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1614001.500000 Penalty: 2851.184570
	Iteration 3F: 3 clusters Score -1614002 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1614431.250000 Penalty: 2851.184570
	Iteration 4F: 3 clusters Score -1614431 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1614859.125000 Penalty: 2851.184570
	Iteration 5F: 3 clusters Score -1614859 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1615363.875000 Penalty: 2851.184570
	Iteration 6F: 3 clusters Score -1615364 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1615852.125000 Penalty: 2851.184570
	Iteration 7F: 3 clusters Score -1615852 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1616283.625000 Penalty: 2851.184570
	Iteration 8Q: 3 clusters Score -1616284 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1616666.125000 Penalty: 2851.184570
	Iteration 9Q: 3 clusters Score -1616666 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1617033.625000 Penalty: 2851.184570
	Iteration 10Q: 3 clusters Score -1617034 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1617426.625000 Penalty: 2851.184570
	Iteration 11Q: 3 clusters Score -1617427 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1617775.375000 Penalty: 2851.184570
	Iteration 12Q: 3 clusters Score -1617775 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1618055.500000 Penalty: 2851.184570
	Iteration 13Q: 3 clusters Score -1618056 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1618255.500000 Penalty: 2851.184570
	Iteration 14Q: 3 clusters Score -1618256 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1618380.500000 Penalty: 2851.184570
	Iteration 15Q: 3 clusters Score -1618380 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1618451.625000 Penalty: 2851.184570
	Iteration 16Q: 3 clusters Score -1618452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1618506.750000 Penalty: 2851.184570
	Iteration 17Q: 3 clusters Score -1618507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1618556.000000 Penalty: 2851.184570
	Iteration 18Q: 3 clusters Score -1618556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1618593.875000 Penalty: 2851.184570
	Iteration 19Q: 3 clusters Score -1618594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1618625.625000 Penalty: 2851.184570
	Iteration 20F: 3 clusters Score -1618626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1618660.000000 Penalty: 2851.184570
	Iteration 21Q: 3 clusters Score -1618660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1618683.500000 Penalty: 2851.184570
	Iteration 22Q: 3 clusters Score -1618684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1618703.625000 Penalty: 2851.184570
	Iteration 23Q: 3 clusters Score -1618704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1618714.375000 Penalty: 2851.184570
	Iteration 24Q: 3 clusters Score -1618714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1618723.375000 Penalty: 2851.184570
	Iteration 25Q: 3 clusters Score -1618723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1618736.250000 Penalty: 2851.184570
	Iteration 26Q: 3 clusters Score -1618736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1618746.250000 Penalty: 2851.184570
	Iteration 27Q: 3 clusters Score -1618746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1618756.625000 Penalty: 2851.184570
	Iteration 28Q: 3 clusters Score -1618757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1618764.125000 Penalty: 2851.184570
	Iteration 29Q: 3 clusters Score -1618764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1618770.500000 Penalty: 2851.184570
	Iteration 30Q: 3 clusters Score -1618770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1618779.750000 Penalty: 2851.184570
	Iteration 31Q: 3 clusters Score -1618780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1618789.375000 Penalty: 2851.184570
	Iteration 32Q: 3 clusters Score -1618789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1618797.875000 Penalty: 2851.184570
	Iteration 33Q: 3 clusters Score -1618798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1618805.875000 Penalty: 2851.184570
	Iteration 34Q: 3 clusters Score -1618806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1618815.500000 Penalty: 2851.184570
	Iteration 35Q: 3 clusters Score -1618816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1618821.750000 Penalty: 2851.184570
	Iteration 36Q: 3 clusters Score -1618822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1618827.000000 Penalty: 2851.184570
	Iteration 37Q: 3 clusters Score -1618827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1618833.375000 Penalty: 2851.184570
	Iteration 38Q: 3 clusters Score -1618833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1618834.375000 Penalty: 2851.184570
	Iteration 39Q: 3 clusters Score -1618834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1618836.250000 Penalty: 2851.184570
	Iteration 40F: 3 clusters Score -1618836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1618836.250000 Penalty: 2851.184570
	Iteration 41Q: 3 clusters Score -1618836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1618840.625000 Penalty: 2851.184570
	Iteration 42Q: 3 clusters Score -1618841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1618840.500000 Penalty: 2851.184570
	Iteration 43Q: 3 clusters Score -1618840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1618838.875000 Penalty: 2851.184570
	Iteration 44Q: 3 clusters Score -1618839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1618842.500000 Penalty: 2851.184570
	Iteration 45Q: 3 clusters Score -1618842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1618843.875000 Penalty: 2851.184570
	Iteration 46Q: 3 clusters Score -1618844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1618848.625000 Penalty: 2851.184570
	Iteration 47Q: 3 clusters Score -1618849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1618846.250000 Penalty: 2851.184570
	Iteration 48Q: 3 clusters Score -1618846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1618852.375000 Penalty: 2851.184570
	Iteration 49Q: 3 clusters Score -1618852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1618857.125000 Penalty: 2851.184570
	Iteration 50Q: 3 clusters Score -1618857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1618857.375000 Penalty: 2851.184570
	Iteration 51Q: 3 clusters Score -1618857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1618865.125000 Penalty: 2851.184570
	Iteration 52Q: 3 clusters Score -1618865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1618867.750000 Penalty: 2851.184570
	Iteration 53Q: 3 clusters Score -1618868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1618868.750000 Penalty: 2851.184570
	Iteration 54Q: 3 clusters Score -1618869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1618872.000000 Penalty: 2851.184570
	Iteration 55Q: 3 clusters Score -1618872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1618872.375000 Penalty: 2851.184570
	Iteration 56Q: 3 clusters Score -1618872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1618876.750000 Penalty: 2851.184570
	Iteration 57Q: 3 clusters Score -1618877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1618876.250000 Penalty: 2851.184570
	Iteration 58Q: 3 clusters Score -1618876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1618876.625000 Penalty: 2851.184570
	Iteration 59Q: 3 clusters Score -1618877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1618875.250000 Penalty: 2851.184570
	Iteration 60F: 3 clusters Score -1618875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1618877.625000 Penalty: 2851.184570
	Iteration 61Q: 3 clusters Score -1618878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1618879.000000 Penalty: 2851.184570
	Iteration 62Q: 3 clusters Score -1618879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1618882.875000 Penalty: 2851.184570
	Iteration 63Q: 3 clusters Score -1618883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1618886.375000 Penalty: 2851.184570
	Iteration 64Q: 3 clusters Score -1618886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1618887.125000 Penalty: 2851.184570
	Iteration 65Q: 3 clusters Score -1618887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1618888.500000 Penalty: 2851.184570
	Iteration 66Q: 3 clusters Score -1618888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1618893.375000 Penalty: 2851.184570
	Iteration 67Q: 3 clusters Score -1618893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1618890.250000 Penalty: 2851.184570
	Iteration 68Q: 3 clusters Score -1618890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1618890.250000 Penalty: 2851.184570
	Iteration 69F: 3 clusters Score -1618890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -761080.250000 Penalty: 1313.024536
	Iteration 0F: 2 clusters Score -761080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -756369.687500 Penalty: 2626.049072
	Iteration 0F: 3 clusters Score -756369.7 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -757793.437500 Penalty: 2626.049072
	Iteration 1F: 3 clusters Score -757793.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -757996.500000 Penalty: 2626.049072
	Iteration 2F: 3 clusters Score -757996.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -758141.187500 Penalty: 2626.049072
	Iteration 3Q: 3 clusters Score -758141.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -758261.187500 Penalty: 2626.049072
	Iteration 4Q: 3 clusters Score -758261.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -758351.250000 Penalty: 2626.049072
	Iteration 5Q: 3 clusters Score -758351.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -758427.562500 Penalty: 2626.049072
	Iteration 6Q: 3 clusters Score -758427.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -758502.125000 Penalty: 2626.049072
	Iteration 7Q: 3 clusters Score -758502.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -758584.250000 Penalty: 2626.049072
	Iteration 8Q: 3 clusters Score -758584.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -758684.250000 Penalty: 2626.049072
	Iteration 9Q: 3 clusters Score -758684.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -758783.750000 Penalty: 2626.049072
	Iteration 10Q: 3 clusters Score -758783.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -758883.812500 Penalty: 2626.049072
	Iteration 11Q: 3 clusters Score -758883.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -759001.750000 Penalty: 2626.049072
	Iteration 12Q: 3 clusters Score -759001.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -759094.687500 Penalty: 2626.049072
	Iteration 13Q: 3 clusters Score -759094.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -759191.750000 Penalty: 2626.049072
	Iteration 14Q: 3 clusters Score -759191.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -759287.437500 Penalty: 2626.049072
	Iteration 15Q: 3 clusters Score -759287.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -759364.625000 Penalty: 2626.049072
	Iteration 16Q: 3 clusters Score -759364.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -759437.875000 Penalty: 2626.049072
	Iteration 17Q: 3 clusters Score -759437.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -759493.125000 Penalty: 2626.049072
	Iteration 18Q: 3 clusters Score -759493.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -759544.312500 Penalty: 2626.049072
	Iteration 19Q: 3 clusters Score -759544.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -759579.687500 Penalty: 2626.049072
	Iteration 20F: 3 clusters Score -759579.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -759598.187500 Penalty: 2626.049072
	Iteration 21Q: 3 clusters Score -759598.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -759612.125000 Penalty: 2626.049072
	Iteration 22Q: 3 clusters Score -759612.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -759622.375000 Penalty: 2626.049072
	Iteration 23Q: 3 clusters Score -759622.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -759636.312500 Penalty: 2626.049072
	Iteration 24Q: 3 clusters Score -759636.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -759648.500000 Penalty: 2626.049072
	Iteration 25Q: 3 clusters Score -759648.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -759666.125000 Penalty: 2626.049072
	Iteration 26Q: 3 clusters Score -759666.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -759679.875000 Penalty: 2626.049072
	Iteration 27Q: 3 clusters Score -759679.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -759691.875000 Penalty: 2626.049072
	Iteration 28Q: 3 clusters Score -759691.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -759704.562500 Penalty: 2626.049072
	Iteration 29Q: 3 clusters Score -759704.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -759710.312500 Penalty: 2626.049072
	Iteration 30Q: 3 clusters Score -759710.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -759718.750000 Penalty: 2626.049072
	Iteration 31Q: 3 clusters Score -759718.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -759729.250000 Penalty: 2626.049072
	Iteration 32Q: 3 clusters Score -759729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -759737.812500 Penalty: 2626.049072
	Iteration 33Q: 3 clusters Score -759737.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -759745.562500 Penalty: 2626.049072
	Iteration 34Q: 3 clusters Score -759745.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -759753.125000 Penalty: 2626.049072
	Iteration 35Q: 3 clusters Score -759753.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -759760.812500 Penalty: 2626.049072
	Iteration 36Q: 3 clusters Score -759760.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -759766.562500 Penalty: 2626.049072
	Iteration 37Q: 3 clusters Score -759766.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -759769.250000 Penalty: 2626.049072
	Iteration 38Q: 3 clusters Score -759769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -759774.250000 Penalty: 2626.049072
	Iteration 39Q: 3 clusters Score -759774.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -759778.000000 Penalty: 2626.049072
	Iteration 40F: 3 clusters Score -759778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -759782.312500 Penalty: 2626.049072
	Iteration 41Q: 3 clusters Score -759782.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -759787.437500 Penalty: 2626.049072
	Iteration 42Q: 3 clusters Score -759787.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -759792.375000 Penalty: 2626.049072
	Iteration 43Q: 3 clusters Score -759792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -759793.625000 Penalty: 2626.049072
	Iteration 44Q: 3 clusters Score -759793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -759798.687500 Penalty: 2626.049072
	Iteration 45Q: 3 clusters Score -759798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -759804.812500 Penalty: 2626.049072
	Iteration 46Q: 3 clusters Score -759804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -759807.125000 Penalty: 2626.049072
	Iteration 47Q: 3 clusters Score -759807.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -759809.500000 Penalty: 2626.049072
	Iteration 48Q: 3 clusters Score -759809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -759809.437500 Penalty: 2626.049072
	Iteration 49Q: 3 clusters Score -759809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -759811.062500 Penalty: 2626.049072
	Iteration 50Q: 3 clusters Score -759811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -759812.125000 Penalty: 2626.049072
	Iteration 51Q: 3 clusters Score -759812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -759813.062500 Penalty: 2626.049072
	Iteration 52Q: 3 clusters Score -759813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -759812.625000 Penalty: 2626.049072
	Iteration 53Q: 3 clusters Score -759812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -759812.750000 Penalty: 2626.049072
	Iteration 54Q: 3 clusters Score -759812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -759813.562500 Penalty: 2626.049072
	Iteration 55Q: 3 clusters Score -759813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -759814.125000 Penalty: 2626.049072
	Iteration 56Q: 3 clusters Score -759814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -759814.125000 Penalty: 2626.049072
	Iteration 57F: 3 clusters Score -759814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Entering Unmasked Estep 
Score: -7893330.000000 Penalty: 1654.367188
	Iteration 0F: 2 clusters Score -7893330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -7849611.500000 Penalty: 3308.734375
	Iteration 0F: 3 clusters Score -7849612 nChanged 31376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -7867767.000000 Penalty: 3308.734375
	Iteration 1F: 3 clusters Score -7867767 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -7868760.500000 Penalty: 3308.734375
	Iteration 2Q: 3 clusters Score -7868760 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -7869947.000000 Penalty: 3308.734375
	Iteration 3Q: 3 clusters Score -7869947 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -7871460.500000 Penalty: 3308.734375
	Iteration 4Q: 3 clusters Score -7871460 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -7873613.000000 Penalty: 3308.734375
	Iteration 5F: 3 clusters Score -7873613 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -7876065.000000 Penalty: 3308.734375
	Iteration 6F: 3 clusters Score -7876065 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7878537.500000 Penalty: 3308.734375
	Iteration 7F: 3 clusters Score -7878538 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -7880535.000000 Penalty: 3308.734375
	Iteration 8F: 3 clusters Score -7880535 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -7882032.000000 Penalty: 3308.734375
	Iteration 9Q: 3 clusters Score -7882032 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -7883042.000000 Penalty: 3308.734375
	Iteration 10Q: 3 clusters Score -7883042 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -7883834.500000 Penalty: 3308.734375
	Iteration 11Q: 3 clusters Score -7883834 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -7884475.500000 Penalty: 3308.734375
	Iteration 12Q: 3 clusters Score -7884476 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -7884990.500000 Penalty: 3308.734375
	Iteration 13Q: 3 clusters Score -7884990 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -7885374.000000 Penalty: 3308.734375
	Iteration 14Q: 3 clusters Score -7885374 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -7885815.000000 Penalty: 3308.734375
	Iteration 15Q: 3 clusters Score -7885815 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -7886194.500000 Penalty: 3308.734375
	Iteration 16Q: 3 clusters Score -7886194 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -7886584.000000 Penalty: 3308.734375
	Iteration 17Q: 3 clusters Score -7886584 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -7886959.000000 Penalty: 3308.734375
	Iteration 18Q: 3 clusters Score -7886959 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7887365.500000 Penalty: 3308.734375
	Iteration 19Q: 3 clusters Score -7887366 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -7887813.000000 Penalty: 3308.734375
	Iteration 20F: 3 clusters Score -7887813 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -7888286.000000 Penalty: 3308.734375
	Iteration 21Q: 3 clusters Score -7888286 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -7888813.500000 Penalty: 3308.734375
	Iteration 22Q: 3 clusters Score -7888814 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -7889335.500000 Penalty: 3308.734375
	Iteration 23Q: 3 clusters Score -7889336 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -7889884.000000 Penalty: 3308.734375
	Iteration 24Q: 3 clusters Score -7889884 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -7890378.500000 Penalty: 3308.734375
	Iteration 25Q: 3 clusters Score -7890378 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7890856.000000 Penalty: 3308.734375
	Iteration 26Q: 3 clusters Score -7890856 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7891188.000000 Penalty: 3308.734375
	Iteration 27Q: 3 clusters Score -7891188 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -7891443.500000 Penalty: 3308.734375
	Iteration 28Q: 3 clusters Score -7891444 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7891683.000000 Penalty: 3308.734375
	Iteration 29Q: 3 clusters Score -7891683 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7891853.500000 Penalty: 3308.734375
	Iteration 30Q: 3 clusters Score -7891854 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7892001.500000 Penalty: 3308.734375
	Iteration 31Q: 3 clusters Score -7892002 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7892097.000000 Penalty: 3308.734375
	Iteration 32Q: 3 clusters Score -7892097 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7892186.500000 Penalty: 3308.734375
	Iteration 33Q: 3 clusters Score -7892186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7892259.500000 Penalty: 3308.734375
	Iteration 34Q: 3 clusters Score -7892260 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7892318.000000 Penalty: 3308.734375
	Iteration 35Q: 3 clusters Score -7892318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7892382.500000 Penalty: 3308.734375
	Iteration 36Q: 3 clusters Score -7892382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7892412.500000 Penalty: 3308.734375
	Iteration 37Q: 3 clusters Score -7892412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7892447.000000 Penalty: 3308.734375
	Iteration 38Q: 3 clusters Score -7892447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7892451.000000 Penalty: 3308.734375
	Iteration 39Q: 3 clusters Score -7892451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7892459.500000 Penalty: 3308.734375
	Iteration 40F: 3 clusters Score -7892460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7892479.500000 Penalty: 3308.734375
	Iteration 41Q: 3 clusters Score -7892480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7892489.000000 Penalty: 3308.734375
	Iteration 42Q: 3 clusters Score -7892489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7892506.500000 Penalty: 3308.734375
	Iteration 43Q: 3 clusters Score -7892506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7892496.500000 Penalty: 3308.734375
	Iteration 44Q: 3 clusters Score -7892496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7892522.500000 Penalty: 3308.734375
	Iteration 45Q: 3 clusters Score -7892522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7892510.000000 Penalty: 3308.734375
	Iteration 46Q: 3 clusters Score -7892510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7892531.500000 Penalty: 3308.734375
	Iteration 47Q: 3 clusters Score -7892532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7892526.000000 Penalty: 3308.734375
	Iteration 48Q: 3 clusters Score -7892526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7892541.500000 Penalty: 3308.734375
	Iteration 49Q: 3 clusters Score -7892542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7892530.000000 Penalty: 3308.734375
	Iteration 50Q: 3 clusters Score -7892530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7892557.000000 Penalty: 3308.734375
	Iteration 51Q: 3 clusters Score -7892557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7892567.500000 Penalty: 3308.734375
	Iteration 52Q: 3 clusters Score -7892568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7892564.500000 Penalty: 3308.734375
	Iteration 53Q: 3 clusters Score -7892564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7892564.500000 Penalty: 3308.734375
	Iteration 54Q: 3 clusters Score -7892564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7892576.500000 Penalty: 3308.734375
	Iteration 55Q: 3 clusters Score -7892576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7892589.000000 Penalty: 3308.734375
	Iteration 56Q: 3 clusters Score -7892589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7892596.500000 Penalty: 3308.734375
	Iteration 57Q: 3 clusters Score -7892596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7892594.000000 Penalty: 3308.734375
	Iteration 58Q: 3 clusters Score -7892594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7892594.000000 Penalty: 3308.734375
	Iteration 59Q: 3 clusters Score -7892594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7892599.500000 Penalty: 3308.734375
	Iteration 60F: 3 clusters Score -7892600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7892594.000000 Penalty: 3308.734375
	Iteration 61Q: 3 clusters Score -7892594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7892596.500000 Penalty: 3308.734375
	Iteration 62Q: 3 clusters Score -7892596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7892596.000000 Penalty: 3308.734375
	Iteration 63Q: 3 clusters Score -7892596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7892603.500000 Penalty: 3308.734375
	Iteration 64Q: 3 clusters Score -7892604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7892609.500000 Penalty: 3308.734375
	Iteration 65Q: 3 clusters Score -7892610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7892613.500000 Penalty: 3308.734375
	Iteration 66Q: 3 clusters Score -7892614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7892612.500000 Penalty: 3308.734375
	Iteration 67Q: 3 clusters Score -7892612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7892619.500000 Penalty: 3308.734375
	Iteration 68Q: 3 clusters Score -7892620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7892615.000000 Penalty: 3308.734375
	Iteration 69Q: 3 clusters Score -7892615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7892616.000000 Penalty: 3308.734375
	Iteration 70Q: 3 clusters Score -7892616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7892623.000000 Penalty: 3308.734375
	Iteration 71Q: 3 clusters Score -7892623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7892614.000000 Penalty: 3308.734375
	Iteration 72Q: 3 clusters Score -7892614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7892618.000000 Penalty: 3308.734375
	Iteration 73Q: 3 clusters Score -7892618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7892621.000000 Penalty: 3308.734375
	Iteration 74Q: 3 clusters Score -7892621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7892614.500000 Penalty: 3308.734375
	Iteration 75Q: 3 clusters Score -7892614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7892612.500000 Penalty: 3308.734375
	Iteration 76Q: 3 clusters Score -7892612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7892620.500000 Penalty: 3308.734375
	Iteration 77Q: 3 clusters Score -7892620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7892617.000000 Penalty: 3308.734375
	Iteration 78Q: 3 clusters Score -7892617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7892621.000000 Penalty: 3308.734375
	Iteration 79Q: 3 clusters Score -7892621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7892620.000000 Penalty: 3308.734375
	Iteration 80F: 3 clusters Score -7892620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Entering Unmasked Estep 
Score: -7771202.000000 Penalty: 1656.383057
	Iteration 0F: 2 clusters Score -7771202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -7726981.500000 Penalty: 3312.766113
	Iteration 0F: 3 clusters Score -7726982 nChanged 31816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -7744813.000000 Penalty: 3312.766113
	Iteration 1F: 3 clusters Score -7744813 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -7745598.000000 Penalty: 3312.766113
	Iteration 2Q: 3 clusters Score -7745598 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -7746694.000000 Penalty: 3312.766113
	Iteration 3Q: 3 clusters Score -7746694 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7748130.500000 Penalty: 3312.766113
	Iteration 4Q: 3 clusters Score -7748130 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -7750238.500000 Penalty: 3312.766113
	Iteration 5F: 3 clusters Score -7750238 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -7753305.000000 Penalty: 3312.766113
	Iteration 6F: 3 clusters Score -7753305 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -7757051.500000 Penalty: 3312.766113
	Iteration 7F: 3 clusters Score -7757052 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -7760904.000000 Penalty: 3312.766113
	Iteration 8F: 3 clusters Score -7760904 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -7764457.500000 Penalty: 3312.766113
	Iteration 9F: 3 clusters Score -7764458 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -7766740.500000 Penalty: 3312.766113
	Iteration 10Q: 3 clusters Score -7766740 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7767849.000000 Penalty: 3312.766113
	Iteration 11Q: 3 clusters Score -7767849 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -7768520.000000 Penalty: 3312.766113
	Iteration 12Q: 3 clusters Score -7768520 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -7768979.500000 Penalty: 3312.766113
	Iteration 13Q: 3 clusters Score -7768980 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -7769367.000000 Penalty: 3312.766113
	Iteration 14Q: 3 clusters Score -7769367 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -7769653.000000 Penalty: 3312.766113
	Iteration 15Q: 3 clusters Score -7769653 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -7769917.500000 Penalty: 3312.766113
	Iteration 16Q: 3 clusters Score -7769918 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -7770152.000000 Penalty: 3312.766113
	Iteration 17Q: 3 clusters Score -7770152 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -7770370.000000 Penalty: 3312.766113
	Iteration 18Q: 3 clusters Score -7770370 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -7770531.000000 Penalty: 3312.766113
	Iteration 19Q: 3 clusters Score -7770531 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -7770620.000000 Penalty: 3312.766113
	Iteration 20F: 3 clusters Score -7770620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -7770707.500000 Penalty: 3312.766113
	Iteration 21Q: 3 clusters Score -7770708 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7770784.000000 Penalty: 3312.766113
	Iteration 22Q: 3 clusters Score -7770784 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7770821.500000 Penalty: 3312.766113
	Iteration 23Q: 3 clusters Score -7770822 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -7770880.000000 Penalty: 3312.766113
	Iteration 24Q: 3 clusters Score -7770880 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7770927.500000 Penalty: 3312.766113
	Iteration 25Q: 3 clusters Score -7770928 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7770964.500000 Penalty: 3312.766113
	Iteration 26Q: 3 clusters Score -7770964 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -7770995.000000 Penalty: 3312.766113
	Iteration 27Q: 3 clusters Score -7770995 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7771019.000000 Penalty: 3312.766113
	Iteration 28Q: 3 clusters Score -7771019 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7771032.000000 Penalty: 3312.766113
	Iteration 29Q: 3 clusters Score -7771032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -7771035.500000 Penalty: 3312.766113
	Iteration 30Q: 3 clusters Score -7771036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7771059.000000 Penalty: 3312.766113
	Iteration 31Q: 3 clusters Score -7771059 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -7771070.000000 Penalty: 3312.766113
	Iteration 32Q: 3 clusters Score -7771070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7771079.000000 Penalty: 3312.766113
	Iteration 33Q: 3 clusters Score -7771079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7771078.500000 Penalty: 3312.766113
	Iteration 34Q: 3 clusters Score -7771078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7771087.500000 Penalty: 3312.766113
	Iteration 35Q: 3 clusters Score -7771088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7771089.500000 Penalty: 3312.766113
	Iteration 36Q: 3 clusters Score -7771090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7771088.000000 Penalty: 3312.766113
	Iteration 37Q: 3 clusters Score -7771088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -7771098.500000 Penalty: 3312.766113
	Iteration 38Q: 3 clusters Score -7771098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7771111.000000 Penalty: 3312.766113
	Iteration 39Q: 3 clusters Score -7771111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7771134.500000 Penalty: 3312.766113
	Iteration 40F: 3 clusters Score -7771134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7771146.000000 Penalty: 3312.766113
	Iteration 41Q: 3 clusters Score -7771146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7771146.500000 Penalty: 3312.766113
	Iteration 42Q: 3 clusters Score -7771146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7771144.500000 Penalty: 3312.766113
	Iteration 43Q: 3 clusters Score -7771144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7771148.000000 Penalty: 3312.766113
	Iteration 44Q: 3 clusters Score -7771148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -7771165.500000 Penalty: 3312.766113
	Iteration 45Q: 3 clusters Score -7771166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7771161.500000 Penalty: 3312.766113
	Iteration 46Q: 3 clusters Score -7771162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -7771178.000000 Penalty: 3312.766113
	Iteration 47Q: 3 clusters Score -7771178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7771178.000000 Penalty: 3312.766113
	Iteration 48Q: 3 clusters Score -7771178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7771177.500000 Penalty: 3312.766113
	Iteration 49Q: 3 clusters Score -7771178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -7771179.500000 Penalty: 3312.766113
	Iteration 50Q: 3 clusters Score -7771180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -7771174.000000 Penalty: 3312.766113
	Iteration 51Q: 3 clusters Score -7771174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7771181.500000 Penalty: 3312.766113
	Iteration 52Q: 3 clusters Score -7771182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7771175.500000 Penalty: 3312.766113
	Iteration 53Q: 3 clusters Score -7771176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7771172.500000 Penalty: 3312.766113
	Iteration 54Q: 3 clusters Score -7771172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -7771165.000000 Penalty: 3312.766113
	Iteration 55Q: 3 clusters Score -7771165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7771170.000000 Penalty: 3312.766113
	Iteration 56Q: 3 clusters Score -7771170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7771174.000000 Penalty: 3312.766113
	Iteration 57Q: 3 clusters Score -7771174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7771169.500000 Penalty: 3312.766113
	Iteration 58Q: 3 clusters Score -7771170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7771174.000000 Penalty: 3312.766113
	Iteration 59Q: 3 clusters Score -7771174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -7771173.000000 Penalty: 3312.766113
	Iteration 60F: 3 clusters Score -7771173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7771168.000000 Penalty: 3312.766113
	Iteration 61Q: 3 clusters Score -7771168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7771170.500000 Penalty: 3312.766113
	Iteration 62Q: 3 clusters Score -7771170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7771170.500000 Penalty: 3312.766113
	Iteration 63F: 3 clusters Score -7771170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -398410.375000 Penalty: 1217.273438
	Iteration 0F: 2 clusters Score -398410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -395560.562500 Penalty: 2434.546875
	Iteration 0F: 3 clusters Score -395560.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -396339.343750 Penalty: 2434.546875
	Iteration 1F: 3 clusters Score -396339.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -396514.656250 Penalty: 2434.546875
	Iteration 2F: 3 clusters Score -396514.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -396610.781250 Penalty: 2434.546875
	Iteration 3Q: 3 clusters Score -396610.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -396682.062500 Penalty: 2434.546875
	Iteration 4Q: 3 clusters Score -396682.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -396721.812500 Penalty: 2434.546875
	Iteration 5Q: 3 clusters Score -396721.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -396748.593750 Penalty: 2434.546875
	Iteration 6Q: 3 clusters Score -396748.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -396770.812500 Penalty: 2434.546875
	Iteration 7Q: 3 clusters Score -396770.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -396793.218750 Penalty: 2434.546875
	Iteration 8Q: 3 clusters Score -396793.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -396819.093750 Penalty: 2434.546875
	Iteration 9Q: 3 clusters Score -396819.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -396840.937500 Penalty: 2434.546875
	Iteration 10Q: 3 clusters Score -396840.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -396865.625000 Penalty: 2434.546875
	Iteration 11Q: 3 clusters Score -396865.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -396883.718750 Penalty: 2434.546875
	Iteration 12Q: 3 clusters Score -396883.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -396900.468750 Penalty: 2434.546875
	Iteration 13Q: 3 clusters Score -396900.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -396919.250000 Penalty: 2434.546875
	Iteration 14Q: 3 clusters Score -396919.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -396938.156250 Penalty: 2434.546875
	Iteration 15Q: 3 clusters Score -396938.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -396948.968750 Penalty: 2434.546875
	Iteration 16Q: 3 clusters Score -396949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -396960.125000 Penalty: 2434.546875
	Iteration 17Q: 3 clusters Score -396960.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -396970.437500 Penalty: 2434.546875
	Iteration 18Q: 3 clusters Score -396970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -396976.500000 Penalty: 2434.546875
	Iteration 19Q: 3 clusters Score -396976.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -396986.781250 Penalty: 2434.546875
	Iteration 20F: 3 clusters Score -396986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -396996.375000 Penalty: 2434.546875
	Iteration 21Q: 3 clusters Score -396996.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -397004.687500 Penalty: 2434.546875
	Iteration 22Q: 3 clusters Score -397004.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -397011.718750 Penalty: 2434.546875
	Iteration 23Q: 3 clusters Score -397011.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -397018.500000 Penalty: 2434.546875
	Iteration 24Q: 3 clusters Score -397018.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -397028.250000 Penalty: 2434.546875
	Iteration 25Q: 3 clusters Score -397028.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -397035.093750 Penalty: 2434.546875
	Iteration 26Q: 3 clusters Score -397035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -397044.843750 Penalty: 2434.546875
	Iteration 27Q: 3 clusters Score -397044.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -397056.875000 Penalty: 2434.546875
	Iteration 28Q: 3 clusters Score -397056.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -397065.812500 Penalty: 2434.546875
	Iteration 29Q: 3 clusters Score -397065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -397075.812500 Penalty: 2434.546875
	Iteration 30Q: 3 clusters Score -397075.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -397087.000000 Penalty: 2434.546875
	Iteration 31Q: 3 clusters Score -397087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -397104.875000 Penalty: 2434.546875
	Iteration 32Q: 3 clusters Score -397104.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -397114.375000 Penalty: 2434.546875
	Iteration 33Q: 3 clusters Score -397114.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -397121.687500 Penalty: 2434.546875
	Iteration 34Q: 3 clusters Score -397121.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -397126.312500 Penalty: 2434.546875
	Iteration 35Q: 3 clusters Score -397126.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -397133.062500 Penalty: 2434.546875
	Iteration 36Q: 3 clusters Score -397133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -397139.531250 Penalty: 2434.546875
	Iteration 37Q: 3 clusters Score -397139.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -397149.750000 Penalty: 2434.546875
	Iteration 38Q: 3 clusters Score -397149.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -397163.625000 Penalty: 2434.546875
	Iteration 39Q: 3 clusters Score -397163.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -397177.375000 Penalty: 2434.546875
	Iteration 40F: 3 clusters Score -397177.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -397188.125000 Penalty: 2434.546875
	Iteration 41Q: 3 clusters Score -397188.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -397200.500000 Penalty: 2434.546875
	Iteration 42Q: 3 clusters Score -397200.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -397215.750000 Penalty: 2434.546875
	Iteration 43Q: 3 clusters Score -397215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -397226.125000 Penalty: 2434.546875
	Iteration 44Q: 3 clusters Score -397226.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -397233.562500 Penalty: 2434.546875
	Iteration 45Q: 3 clusters Score -397233.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -397240.000000 Penalty: 2434.546875
	Iteration 46Q: 3 clusters Score -397240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -397244.906250 Penalty: 2434.546875
	Iteration 47Q: 3 clusters Score -397244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -397248.562500 Penalty: 2434.546875
	Iteration 48Q: 3 clusters Score -397248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -397251.656250 Penalty: 2434.546875
	Iteration 49Q: 3 clusters Score -397251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -397252.687500 Penalty: 2434.546875
	Iteration 50Q: 3 clusters Score -397252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -397255.156250 Penalty: 2434.546875
	Iteration 51Q: 3 clusters Score -397255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -397257.281250 Penalty: 2434.546875
	Iteration 52Q: 3 clusters Score -397257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -397264.562500 Penalty: 2434.546875
	Iteration 53Q: 3 clusters Score -397264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -397272.062500 Penalty: 2434.546875
	Iteration 54Q: 3 clusters Score -397272.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -397283.687500 Penalty: 2434.546875
	Iteration 55Q: 3 clusters Score -397283.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -397297.125000 Penalty: 2434.546875
	Iteration 56Q: 3 clusters Score -397297.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -397309.593750 Penalty: 2434.546875
	Iteration 57Q: 3 clusters Score -397309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -397318.937500 Penalty: 2434.546875
	Iteration 58Q: 3 clusters Score -397318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -397324.031250 Penalty: 2434.546875
	Iteration 59Q: 3 clusters Score -397324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -397329.031250 Penalty: 2434.546875
	Iteration 60F: 3 clusters Score -397329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -397336.562500 Penalty: 2434.546875
	Iteration 61Q: 3 clusters Score -397336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -397338.562500 Penalty: 2434.546875
	Iteration 62Q: 3 clusters Score -397338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -397339.906250 Penalty: 2434.546875
	Iteration 63Q: 3 clusters Score -397339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -397344.218750 Penalty: 2434.546875
	Iteration 64Q: 3 clusters Score -397344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -397351.312500 Penalty: 2434.546875
	Iteration 65Q: 3 clusters Score -397351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -397355.781250 Penalty: 2434.546875
	Iteration 66Q: 3 clusters Score -397355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -397359.781250 Penalty: 2434.546875
	Iteration 67Q: 3 clusters Score -397359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -397364.500000 Penalty: 2434.546875
	Iteration 68Q: 3 clusters Score -397364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -397366.531250 Penalty: 2434.546875
	Iteration 69Q: 3 clusters Score -397366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -397367.750000 Penalty: 2434.546875
	Iteration 70Q: 3 clusters Score -397367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -397369.781250 Penalty: 2434.546875
	Iteration 71Q: 3 clusters Score -397369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -397370.500000 Penalty: 2434.546875
	Iteration 72Q: 3 clusters Score -397370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -397370.562500 Penalty: 2434.546875
	Iteration 73Q: 3 clusters Score -397370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -397371.375000 Penalty: 2434.546875
	Iteration 74Q: 3 clusters Score -397371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -397371.375000 Penalty: 2434.546875
	Iteration 75F: 3 clusters Score -397371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -48925.851562 Penalty: 915.526672
	Iteration 0F: 2 clusters Score -48925.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48097.417969 Penalty: 1831.053345
	Iteration 0F: 3 clusters Score -48097.42 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48374.539062 Penalty: 1831.053345
	Iteration 1F: 3 clusters Score -48374.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48474.609375 Penalty: 1831.053345
	Iteration 2F: 3 clusters Score -48474.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48535.230469 Penalty: 1831.053345
	Iteration 3Q: 3 clusters Score -48535.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48568.058594 Penalty: 1831.053345
	Iteration 4Q: 3 clusters Score -48568.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48589.824219 Penalty: 1831.053345
	Iteration 5Q: 3 clusters Score -48589.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48614.632812 Penalty: 1831.053345
	Iteration 6Q: 3 clusters Score -48614.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48622.906250 Penalty: 1831.053345
	Iteration 7Q: 3 clusters Score -48622.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48632.996094 Penalty: 1831.053345
	Iteration 8Q: 3 clusters Score -48633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48647.585938 Penalty: 1831.053345
	Iteration 9Q: 3 clusters Score -48647.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48662.808594 Penalty: 1831.053345
	Iteration 10Q: 3 clusters Score -48662.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48690.746094 Penalty: 1831.053345
	Iteration 11Q: 3 clusters Score -48690.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48711.574219 Penalty: 1831.053345
	Iteration 12Q: 3 clusters Score -48711.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48732.371094 Penalty: 1831.053345
	Iteration 13Q: 3 clusters Score -48732.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48763.390625 Penalty: 1831.053345
	Iteration 14Q: 3 clusters Score -48763.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48789.914062 Penalty: 1831.053345
	Iteration 15Q: 3 clusters Score -48789.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48805.285156 Penalty: 1831.053345
	Iteration 16Q: 3 clusters Score -48805.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48809.390625 Penalty: 1831.053345
	Iteration 17Q: 3 clusters Score -48809.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48809.390625 Penalty: 1831.053345
	Iteration 18F: 3 clusters Score -48809.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -680503.875000 Penalty: 1298.982544
	Iteration 0F: 2 clusters Score -680503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -676084.187500 Penalty: 2597.965088
	Iteration 0F: 3 clusters Score -676084.2 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -677378.750000 Penalty: 2597.965088
	Iteration 1F: 3 clusters Score -677378.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -677606.500000 Penalty: 2597.965088
	Iteration 2F: 3 clusters Score -677606.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -677736.125000 Penalty: 2597.965088
	Iteration 3Q: 3 clusters Score -677736.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -677826.250000 Penalty: 2597.965088
	Iteration 4Q: 3 clusters Score -677826.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -677890.812500 Penalty: 2597.965088
	Iteration 5Q: 3 clusters Score -677890.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -677940.562500 Penalty: 2597.965088
	Iteration 6Q: 3 clusters Score -677940.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -677984.687500 Penalty: 2597.965088
	Iteration 7Q: 3 clusters Score -677984.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -678025.125000 Penalty: 2597.965088
	Iteration 8Q: 3 clusters Score -678025.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -678054.500000 Penalty: 2597.965088
	Iteration 9Q: 3 clusters Score -678054.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -678076.875000 Penalty: 2597.965088
	Iteration 10Q: 3 clusters Score -678076.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -678096.937500 Penalty: 2597.965088
	Iteration 11Q: 3 clusters Score -678096.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -678113.812500 Penalty: 2597.965088
	Iteration 12Q: 3 clusters Score -678113.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -678136.000000 Penalty: 2597.965088
	Iteration 13Q: 3 clusters Score -678136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -678161.562500 Penalty: 2597.965088
	Iteration 14Q: 3 clusters Score -678161.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -678195.562500 Penalty: 2597.965088
	Iteration 15Q: 3 clusters Score -678195.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -678235.000000 Penalty: 2597.965088
	Iteration 16Q: 3 clusters Score -678235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -678272.500000 Penalty: 2597.965088
	Iteration 17Q: 3 clusters Score -678272.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -678303.812500 Penalty: 2597.965088
	Iteration 18Q: 3 clusters Score -678303.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -678332.062500 Penalty: 2597.965088
	Iteration 19Q: 3 clusters Score -678332.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -678366.125000 Penalty: 2597.965088
	Iteration 20F: 3 clusters Score -678366.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -678403.812500 Penalty: 2597.965088
	Iteration 21Q: 3 clusters Score -678403.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -678435.625000 Penalty: 2597.965088
	Iteration 22Q: 3 clusters Score -678435.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -678455.375000 Penalty: 2597.965088
	Iteration 23Q: 3 clusters Score -678455.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -678469.687500 Penalty: 2597.965088
	Iteration 24Q: 3 clusters Score -678469.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -678488.125000 Penalty: 2597.965088
	Iteration 25Q: 3 clusters Score -678488.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -678509.125000 Penalty: 2597.965088
	Iteration 26Q: 3 clusters Score -678509.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -678532.500000 Penalty: 2597.965088
	Iteration 27Q: 3 clusters Score -678532.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -678556.375000 Penalty: 2597.965088
	Iteration 28Q: 3 clusters Score -678556.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -678574.375000 Penalty: 2597.965088
	Iteration 29Q: 3 clusters Score -678574.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -678596.375000 Penalty: 2597.965088
	Iteration 30Q: 3 clusters Score -678596.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -678622.687500 Penalty: 2597.965088
	Iteration 31Q: 3 clusters Score -678622.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -678664.562500 Penalty: 2597.965088
	Iteration 32Q: 3 clusters Score -678664.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -678704.875000 Penalty: 2597.965088
	Iteration 33Q: 3 clusters Score -678704.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -678739.000000 Penalty: 2597.965088
	Iteration 34Q: 3 clusters Score -678739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -678778.562500 Penalty: 2597.965088
	Iteration 35Q: 3 clusters Score -678778.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -678817.312500 Penalty: 2597.965088
	Iteration 36Q: 3 clusters Score -678817.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -678843.250000 Penalty: 2597.965088
	Iteration 37Q: 3 clusters Score -678843.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -678869.750000 Penalty: 2597.965088
	Iteration 38Q: 3 clusters Score -678869.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -678890.312500 Penalty: 2597.965088
	Iteration 39Q: 3 clusters Score -678890.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -678908.750000 Penalty: 2597.965088
	Iteration 40F: 3 clusters Score -678908.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -678926.062500 Penalty: 2597.965088
	Iteration 41Q: 3 clusters Score -678926.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -678946.625000 Penalty: 2597.965088
	Iteration 42Q: 3 clusters Score -678946.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -678962.250000 Penalty: 2597.965088
	Iteration 43Q: 3 clusters Score -678962.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -678989.375000 Penalty: 2597.965088
	Iteration 44Q: 3 clusters Score -678989.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -679011.125000 Penalty: 2597.965088
	Iteration 45Q: 3 clusters Score -679011.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -679026.750000 Penalty: 2597.965088
	Iteration 46Q: 3 clusters Score -679026.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -679040.125000 Penalty: 2597.965088
	Iteration 47Q: 3 clusters Score -679040.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -679051.125000 Penalty: 2597.965088
	Iteration 48Q: 3 clusters Score -679051.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -679060.937500 Penalty: 2597.965088
	Iteration 49Q: 3 clusters Score -679060.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -679071.812500 Penalty: 2597.965088
	Iteration 50Q: 3 clusters Score -679071.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -679091.000000 Penalty: 2597.965088
	Iteration 51Q: 3 clusters Score -679091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -679110.375000 Penalty: 2597.965088
	Iteration 52Q: 3 clusters Score -679110.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -679132.250000 Penalty: 2597.965088
	Iteration 53Q: 3 clusters Score -679132.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -679148.000000 Penalty: 2597.965088
	Iteration 54Q: 3 clusters Score -679148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -679159.812500 Penalty: 2597.965088
	Iteration 55Q: 3 clusters Score -679159.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -679176.812500 Penalty: 2597.965088
	Iteration 56Q: 3 clusters Score -679176.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -679200.250000 Penalty: 2597.965088
	Iteration 57Q: 3 clusters Score -679200.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -679220.500000 Penalty: 2597.965088
	Iteration 58Q: 3 clusters Score -679220.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -679247.562500 Penalty: 2597.965088
	Iteration 59Q: 3 clusters Score -679247.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -679271.562500 Penalty: 2597.965088
	Iteration 60F: 3 clusters Score -679271.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -679297.000000 Penalty: 2597.965088
	Iteration 61Q: 3 clusters Score -679297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -679323.562500 Penalty: 2597.965088
	Iteration 62Q: 3 clusters Score -679323.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -679346.687500 Penalty: 2597.965088
	Iteration 63Q: 3 clusters Score -679346.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -679366.562500 Penalty: 2597.965088
	Iteration 64Q: 3 clusters Score -679366.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -679381.125000 Penalty: 2597.965088
	Iteration 65Q: 3 clusters Score -679381.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -679395.625000 Penalty: 2597.965088
	Iteration 66Q: 3 clusters Score -679395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -679406.375000 Penalty: 2597.965088
	Iteration 67Q: 3 clusters Score -679406.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -679418.375000 Penalty: 2597.965088
	Iteration 68Q: 3 clusters Score -679418.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -679429.125000 Penalty: 2597.965088
	Iteration 69Q: 3 clusters Score -679429.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -679434.062500 Penalty: 2597.965088
	Iteration 70Q: 3 clusters Score -679434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -679436.812500 Penalty: 2597.965088
	Iteration 71Q: 3 clusters Score -679436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -679437.750000 Penalty: 2597.965088
	Iteration 72Q: 3 clusters Score -679437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -679438.937500 Penalty: 2597.965088
	Iteration 73Q: 3 clusters Score -679438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -679440.000000 Penalty: 2597.965088
	Iteration 74Q: 3 clusters Score -679440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -679441.250000 Penalty: 2597.965088
	Iteration 75Q: 3 clusters Score -679441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -679444.000000 Penalty: 2597.965088
	Iteration 76Q: 3 clusters Score -679444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -679445.437500 Penalty: 2597.965088
	Iteration 77Q: 3 clusters Score -679445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -679445.312500 Penalty: 2597.965088
	Iteration 78Q: 3 clusters Score -679445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -679445.625000 Penalty: 2597.965088
	Iteration 79Q: 3 clusters Score -679445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -679445.187500 Penalty: 2597.965088
	Iteration 80F: 3 clusters Score -679445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -679447.062500 Penalty: 2597.965088
	Iteration 81Q: 3 clusters Score -679447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -679447.062500 Penalty: 2597.965088
	Iteration 82F: 3 clusters Score -679447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -129175.234375 Penalty: 1073.408813
	Iteration 0F: 2 clusters Score -129175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127713.234375 Penalty: 2146.817627
	Iteration 0F: 3 clusters Score -127713.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128074.281250 Penalty: 2146.817627
	Iteration 1F: 3 clusters Score -128074.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128186.593750 Penalty: 2146.817627
	Iteration 2F: 3 clusters Score -128186.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128259.859375 Penalty: 2146.817627
	Iteration 3Q: 3 clusters Score -128259.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128301.015625 Penalty: 2146.817627
	Iteration 4Q: 3 clusters Score -128301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128320.773438 Penalty: 2146.817627
	Iteration 5Q: 3 clusters Score -128320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128339.015625 Penalty: 2146.817627
	Iteration 6Q: 3 clusters Score -128339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128357.507812 Penalty: 2146.817627
	Iteration 7Q: 3 clusters Score -128357.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128381.609375 Penalty: 2146.817627
	Iteration 8Q: 3 clusters Score -128381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128407.593750 Penalty: 2146.817627
	Iteration 9Q: 3 clusters Score -128407.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128436.765625 Penalty: 2146.817627
	Iteration 10Q: 3 clusters Score -128436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128464.554688 Penalty: 2146.817627
	Iteration 11Q: 3 clusters Score -128464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128481.593750 Penalty: 2146.817627
	Iteration 12Q: 3 clusters Score -128481.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -128502.835938 Penalty: 2146.817627
	Iteration 13Q: 3 clusters Score -128502.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -128528.578125 Penalty: 2146.817627
	Iteration 14Q: 3 clusters Score -128528.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128566.882812 Penalty: 2146.817627
	Iteration 15Q: 3 clusters Score -128566.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -128616.460938 Penalty: 2146.817627
	Iteration 16Q: 3 clusters Score -128616.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128669.937500 Penalty: 2146.817627
	Iteration 17Q: 3 clusters Score -128669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128749.031250 Penalty: 2146.817627
	Iteration 18Q: 3 clusters Score -128749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128815.296875 Penalty: 2146.817627
	Iteration 19Q: 3 clusters Score -128815.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128885.726562 Penalty: 2146.817627
	Iteration 20F: 3 clusters Score -128885.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128948.164062 Penalty: 2146.817627
	Iteration 21Q: 3 clusters Score -128948.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -128997.585938 Penalty: 2146.817627
	Iteration 22Q: 3 clusters Score -128997.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129039.757812 Penalty: 2146.817627
	Iteration 23Q: 3 clusters Score -129039.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129080.835938 Penalty: 2146.817627
	Iteration 24Q: 3 clusters Score -129080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -129111.156250 Penalty: 2146.817627
	Iteration 25Q: 3 clusters Score -129111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129121.640625 Penalty: 2146.817627
	Iteration 26Q: 3 clusters Score -129121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129127.851562 Penalty: 2146.817627
	Iteration 27Q: 3 clusters Score -129127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129135.578125 Penalty: 2146.817627
	Iteration 28Q: 3 clusters Score -129135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129139.914062 Penalty: 2146.817627
	Iteration 29Q: 3 clusters Score -129139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129140.382812 Penalty: 2146.817627
	Iteration 30Q: 3 clusters Score -129140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129140.382812 Penalty: 2146.817627
	Iteration 31F: 3 clusters Score -129140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Entering Unmasked Estep 
Score: -7472933.500000 Penalty: 1653.419067
	Iteration 0F: 2 clusters Score -7472934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -7429259.500000 Penalty: 3306.838135
	Iteration 0F: 3 clusters Score -7429260 nChanged 31293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -7447346.500000 Penalty: 3306.838135
	Iteration 1F: 3 clusters Score -7447346 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -7448270.500000 Penalty: 3306.838135
	Iteration 2Q: 3 clusters Score -7448270 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -7449375.000000 Penalty: 3306.838135
	Iteration 3Q: 3 clusters Score -7449375 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -7450731.500000 Penalty: 3306.838135
	Iteration 4Q: 3 clusters Score -7450732 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -7452346.500000 Penalty: 3306.838135
	Iteration 5F: 3 clusters Score -7452346 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7454481.000000 Penalty: 3306.838135
	Iteration 6F: 3 clusters Score -7454481 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -7456916.000000 Penalty: 3306.838135
	Iteration 7F: 3 clusters Score -7456916 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -7459355.500000 Penalty: 3306.838135
	Iteration 8F: 3 clusters Score -7459356 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -7461193.000000 Penalty: 3306.838135
	Iteration 9Q: 3 clusters Score -7461193 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7462426.500000 Penalty: 3306.838135
	Iteration 10Q: 3 clusters Score -7462426 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7463250.500000 Penalty: 3306.838135
	Iteration 11Q: 3 clusters Score -7463250 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -7463853.000000 Penalty: 3306.838135
	Iteration 12Q: 3 clusters Score -7463853 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -7464434.000000 Penalty: 3306.838135
	Iteration 13Q: 3 clusters Score -7464434 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -7464962.000000 Penalty: 3306.838135
	Iteration 14Q: 3 clusters Score -7464962 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -7465583.500000 Penalty: 3306.838135
	Iteration 15Q: 3 clusters Score -7465584 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -7466094.000000 Penalty: 3306.838135
	Iteration 16Q: 3 clusters Score -7466094 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -7466730.000000 Penalty: 3306.838135
	Iteration 17Q: 3 clusters Score -7466730 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -7467237.500000 Penalty: 3306.838135
	Iteration 18Q: 3 clusters Score -7467238 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -7467730.000000 Penalty: 3306.838135
	Iteration 19Q: 3 clusters Score -7467730 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -7468103.000000 Penalty: 3306.838135
	Iteration 20F: 3 clusters Score -7468103 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -7468560.500000 Penalty: 3306.838135
	Iteration 21Q: 3 clusters Score -7468560 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7468932.500000 Penalty: 3306.838135
	Iteration 22Q: 3 clusters Score -7468932 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -7469256.000000 Penalty: 3306.838135
	Iteration 23Q: 3 clusters Score -7469256 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -7469548.500000 Penalty: 3306.838135
	Iteration 24Q: 3 clusters Score -7469548 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -7469835.000000 Penalty: 3306.838135
	Iteration 25Q: 3 clusters Score -7469835 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -7470054.000000 Penalty: 3306.838135
	Iteration 26Q: 3 clusters Score -7470054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7470289.000000 Penalty: 3306.838135
	Iteration 27Q: 3 clusters Score -7470289 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -7470416.000000 Penalty: 3306.838135
	Iteration 28Q: 3 clusters Score -7470416 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -7470608.500000 Penalty: 3306.838135
	Iteration 29Q: 3 clusters Score -7470608 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7470761.000000 Penalty: 3306.838135
	Iteration 30Q: 3 clusters Score -7470761 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7470924.000000 Penalty: 3306.838135
	Iteration 31Q: 3 clusters Score -7470924 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7471055.500000 Penalty: 3306.838135
	Iteration 32Q: 3 clusters Score -7471056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7471181.000000 Penalty: 3306.838135
	Iteration 33Q: 3 clusters Score -7471181 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -7471236.000000 Penalty: 3306.838135
	Iteration 34Q: 3 clusters Score -7471236 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7471311.000000 Penalty: 3306.838135
	Iteration 35Q: 3 clusters Score -7471311 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7471360.000000 Penalty: 3306.838135
	Iteration 36Q: 3 clusters Score -7471360 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7471401.000000 Penalty: 3306.838135
	Iteration 37Q: 3 clusters Score -7471401 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7471423.000000 Penalty: 3306.838135
	Iteration 38Q: 3 clusters Score -7471423 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7471451.000000 Penalty: 3306.838135
	Iteration 39Q: 3 clusters Score -7471451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7471464.500000 Penalty: 3306.838135
	Iteration 40F: 3 clusters Score -7471464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7471512.000000 Penalty: 3306.838135
	Iteration 41Q: 3 clusters Score -7471512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7471549.500000 Penalty: 3306.838135
	Iteration 42Q: 3 clusters Score -7471550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -7471555.500000 Penalty: 3306.838135
	Iteration 43Q: 3 clusters Score -7471556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7471583.000000 Penalty: 3306.838135
	Iteration 44Q: 3 clusters Score -7471583 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7471612.000000 Penalty: 3306.838135
	Iteration 45Q: 3 clusters Score -7471612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7471640.500000 Penalty: 3306.838135
	Iteration 46Q: 3 clusters Score -7471640 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7471652.500000 Penalty: 3306.838135
	Iteration 47Q: 3 clusters Score -7471652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7471679.500000 Penalty: 3306.838135
	Iteration 48Q: 3 clusters Score -7471680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7471698.500000 Penalty: 3306.838135
	Iteration 49Q: 3 clusters Score -7471698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7471718.500000 Penalty: 3306.838135
	Iteration 50Q: 3 clusters Score -7471718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7471718.000000 Penalty: 3306.838135
	Iteration 51Q: 3 clusters Score -7471718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7471724.000000 Penalty: 3306.838135
	Iteration 52Q: 3 clusters Score -7471724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7471737.500000 Penalty: 3306.838135
	Iteration 53Q: 3 clusters Score -7471738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -7471747.000000 Penalty: 3306.838135
	Iteration 54Q: 3 clusters Score -7471747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7471760.000000 Penalty: 3306.838135
	Iteration 55Q: 3 clusters Score -7471760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7471753.000000 Penalty: 3306.838135
	Iteration 56Q: 3 clusters Score -7471753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7471780.000000 Penalty: 3306.838135
	Iteration 57Q: 3 clusters Score -7471780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7471776.500000 Penalty: 3306.838135
	Iteration 58Q: 3 clusters Score -7471776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7471786.500000 Penalty: 3306.838135
	Iteration 59Q: 3 clusters Score -7471786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7471790.500000 Penalty: 3306.838135
	Iteration 60F: 3 clusters Score -7471790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7471784.000000 Penalty: 3306.838135
	Iteration 61Q: 3 clusters Score -7471784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7471786.500000 Penalty: 3306.838135
	Iteration 62Q: 3 clusters Score -7471786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7471792.500000 Penalty: 3306.838135
	Iteration 63Q: 3 clusters Score -7471792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7471796.500000 Penalty: 3306.838135
	Iteration 64Q: 3 clusters Score -7471796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7471800.000000 Penalty: 3306.838135
	Iteration 65Q: 3 clusters Score -7471800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7471817.000000 Penalty: 3306.838135
	Iteration 66Q: 3 clusters Score -7471817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7471818.000000 Penalty: 3306.838135
	Iteration 67Q: 3 clusters Score -7471818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7471817.000000 Penalty: 3306.838135
	Iteration 68Q: 3 clusters Score -7471817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7471819.500000 Penalty: 3306.838135
	Iteration 69Q: 3 clusters Score -7471820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7471820.000000 Penalty: 3306.838135
	Iteration 70Q: 3 clusters Score -7471820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -7471817.500000 Penalty: 3306.838135
	Iteration 71Q: 3 clusters Score -7471818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7471823.000000 Penalty: 3306.838135
	Iteration 72Q: 3 clusters Score -7471823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7471825.500000 Penalty: 3306.838135
	Iteration 73Q: 3 clusters Score -7471826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7471830.500000 Penalty: 3306.838135
	Iteration 74Q: 3 clusters Score -7471830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7471830.500000 Penalty: 3306.838135
	Iteration 75Q: 3 clusters Score -7471830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7471830.500000 Penalty: 3306.838135
	Iteration 76F: 3 clusters Score -7471830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -41920.863281 Penalty: 912.972046
	Iteration 0F: 2 clusters Score -41920.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41002.128906 Penalty: 1825.944092
	Iteration 0F: 3 clusters Score -41002.13 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41162.992188 Penalty: 1825.944092
	Iteration 1F: 3 clusters Score -41162.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41255.660156 Penalty: 1825.944092
	Iteration 2F: 3 clusters Score -41255.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41294.093750 Penalty: 1825.944092
	Iteration 3Q: 3 clusters Score -41294.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41308.914062 Penalty: 1825.944092
	Iteration 4Q: 3 clusters Score -41308.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41315.582031 Penalty: 1825.944092
	Iteration 5Q: 3 clusters Score -41315.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41324.417969 Penalty: 1825.944092
	Iteration 6Q: 3 clusters Score -41324.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41329.019531 Penalty: 1825.944092
	Iteration 7Q: 3 clusters Score -41329.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41334.937500 Penalty: 1825.944092
	Iteration 8Q: 3 clusters Score -41334.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41342.273438 Penalty: 1825.944092
	Iteration 9Q: 3 clusters Score -41342.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41345.332031 Penalty: 1825.944092
	Iteration 10Q: 3 clusters Score -41345.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41346.726562 Penalty: 1825.944092
	Iteration 11Q: 3 clusters Score -41346.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41348.371094 Penalty: 1825.944092
	Iteration 12Q: 3 clusters Score -41348.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41350.226562 Penalty: 1825.944092
	Iteration 13Q: 3 clusters Score -41350.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41350.226562 Penalty: 1825.944092
	Iteration 14F: 3 clusters Score -41350.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -546064.687500 Penalty: 1268.425903
	Iteration 0F: 2 clusters Score -546064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -542395.062500 Penalty: 2536.851807
	Iteration 0F: 3 clusters Score -542395.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -543500.187500 Penalty: 2536.851807
	Iteration 1F: 3 clusters Score -543500.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -543742.625000 Penalty: 2536.851807
	Iteration 2F: 3 clusters Score -543742.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -543909.500000 Penalty: 2536.851807
	Iteration 3F: 3 clusters Score -543909.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -544027.500000 Penalty: 2536.851807
	Iteration 4Q: 3 clusters Score -544027.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -544123.625000 Penalty: 2536.851807
	Iteration 5Q: 3 clusters Score -544123.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -544200.875000 Penalty: 2536.851807
	Iteration 6Q: 3 clusters Score -544200.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -544271.062500 Penalty: 2536.851807
	Iteration 7Q: 3 clusters Score -544271.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -544337.687500 Penalty: 2536.851807
	Iteration 8Q: 3 clusters Score -544337.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -544407.937500 Penalty: 2536.851807
	Iteration 9Q: 3 clusters Score -544407.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -544478.937500 Penalty: 2536.851807
	Iteration 10Q: 3 clusters Score -544478.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -544544.687500 Penalty: 2536.851807
	Iteration 11Q: 3 clusters Score -544544.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -544595.937500 Penalty: 2536.851807
	Iteration 12Q: 3 clusters Score -544595.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -544641.687500 Penalty: 2536.851807
	Iteration 13Q: 3 clusters Score -544641.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -544692.625000 Penalty: 2536.851807
	Iteration 14Q: 3 clusters Score -544692.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -544763.250000 Penalty: 2536.851807
	Iteration 15Q: 3 clusters Score -544763.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -544827.750000 Penalty: 2536.851807
	Iteration 16Q: 3 clusters Score -544827.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -544883.250000 Penalty: 2536.851807
	Iteration 17Q: 3 clusters Score -544883.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -544922.312500 Penalty: 2536.851807
	Iteration 18Q: 3 clusters Score -544922.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -544956.437500 Penalty: 2536.851807
	Iteration 19Q: 3 clusters Score -544956.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -544988.625000 Penalty: 2536.851807
	Iteration 20F: 3 clusters Score -544988.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -545016.937500 Penalty: 2536.851807
	Iteration 21Q: 3 clusters Score -545016.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -545043.062500 Penalty: 2536.851807
	Iteration 22Q: 3 clusters Score -545043.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -545063.125000 Penalty: 2536.851807
	Iteration 23Q: 3 clusters Score -545063.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -545084.687500 Penalty: 2536.851807
	Iteration 24Q: 3 clusters Score -545084.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -545105.437500 Penalty: 2536.851807
	Iteration 25Q: 3 clusters Score -545105.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -545122.562500 Penalty: 2536.851807
	Iteration 26Q: 3 clusters Score -545122.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -545141.375000 Penalty: 2536.851807
	Iteration 27Q: 3 clusters Score -545141.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -545155.625000 Penalty: 2536.851807
	Iteration 28Q: 3 clusters Score -545155.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -545169.812500 Penalty: 2536.851807
	Iteration 29Q: 3 clusters Score -545169.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -545182.000000 Penalty: 2536.851807
	Iteration 30Q: 3 clusters Score -545182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -545196.937500 Penalty: 2536.851807
	Iteration 31Q: 3 clusters Score -545196.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -545209.437500 Penalty: 2536.851807
	Iteration 32Q: 3 clusters Score -545209.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -545221.375000 Penalty: 2536.851807
	Iteration 33Q: 3 clusters Score -545221.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -545234.437500 Penalty: 2536.851807
	Iteration 34Q: 3 clusters Score -545234.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -545243.250000 Penalty: 2536.851807
	Iteration 35Q: 3 clusters Score -545243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -545253.375000 Penalty: 2536.851807
	Iteration 36Q: 3 clusters Score -545253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -545265.062500 Penalty: 2536.851807
	Iteration 37Q: 3 clusters Score -545265.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -545272.875000 Penalty: 2536.851807
	Iteration 38Q: 3 clusters Score -545272.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -545280.000000 Penalty: 2536.851807
	Iteration 39Q: 3 clusters Score -545280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -545292.875000 Penalty: 2536.851807
	Iteration 40F: 3 clusters Score -545292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -545301.812500 Penalty: 2536.851807
	Iteration 41Q: 3 clusters Score -545301.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -545311.437500 Penalty: 2536.851807
	Iteration 42Q: 3 clusters Score -545311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -545324.562500 Penalty: 2536.851807
	Iteration 43Q: 3 clusters Score -545324.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -545339.500000 Penalty: 2536.851807
	Iteration 44Q: 3 clusters Score -545339.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -545347.750000 Penalty: 2536.851807
	Iteration 45Q: 3 clusters Score -545347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -545353.875000 Penalty: 2536.851807
	Iteration 46Q: 3 clusters Score -545353.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -545358.937500 Penalty: 2536.851807
	Iteration 47Q: 3 clusters Score -545358.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -545365.125000 Penalty: 2536.851807
	Iteration 48Q: 3 clusters Score -545365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -545368.437500 Penalty: 2536.851807
	Iteration 49Q: 3 clusters Score -545368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -545372.875000 Penalty: 2536.851807
	Iteration 50Q: 3 clusters Score -545372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -545374.500000 Penalty: 2536.851807
	Iteration 51Q: 3 clusters Score -545374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -545375.437500 Penalty: 2536.851807
	Iteration 52Q: 3 clusters Score -545375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -545375.687500 Penalty: 2536.851807
	Iteration 53Q: 3 clusters Score -545375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -545376.062500 Penalty: 2536.851807
	Iteration 54Q: 3 clusters Score -545376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -545377.312500 Penalty: 2536.851807
	Iteration 55Q: 3 clusters Score -545377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -545378.625000 Penalty: 2536.851807
	Iteration 56Q: 3 clusters Score -545378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -545383.812500 Penalty: 2536.851807
	Iteration 57Q: 3 clusters Score -545383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -545387.687500 Penalty: 2536.851807
	Iteration 58Q: 3 clusters Score -545387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -545391.437500 Penalty: 2536.851807
	Iteration 59Q: 3 clusters Score -545391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -545396.937500 Penalty: 2536.851807
	Iteration 60F: 3 clusters Score -545396.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -545403.375000 Penalty: 2536.851807
	Iteration 61Q: 3 clusters Score -545403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -545404.937500 Penalty: 2536.851807
	Iteration 62Q: 3 clusters Score -545404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -545406.562500 Penalty: 2536.851807
	Iteration 63Q: 3 clusters Score -545406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -545410.375000 Penalty: 2536.851807
	Iteration 64Q: 3 clusters Score -545410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -545412.750000 Penalty: 2536.851807
	Iteration 65Q: 3 clusters Score -545412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -545414.375000 Penalty: 2536.851807
	Iteration 66Q: 3 clusters Score -545414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -545418.000000 Penalty: 2536.851807
	Iteration 67Q: 3 clusters Score -545418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -545420.875000 Penalty: 2536.851807
	Iteration 68Q: 3 clusters Score -545420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -545423.062500 Penalty: 2536.851807
	Iteration 69Q: 3 clusters Score -545423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -545425.500000 Penalty: 2536.851807
	Iteration 70Q: 3 clusters Score -545425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -545424.750000 Penalty: 2536.851807
	Iteration 71Q: 3 clusters Score -545424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -545426.750000 Penalty: 2536.851807
	Iteration 72Q: 3 clusters Score -545426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -545426.750000 Penalty: 2536.851807
	Iteration 73F: 3 clusters Score -545426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Entering Unmasked Estep 
Score: -679418.250000 Penalty: 1300.681152
	Iteration 0F: 2 clusters Score -679418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -674898.437500 Penalty: 2601.362305
	Iteration 0F: 3 clusters Score -674898.4 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -676309.125000 Penalty: 2601.362305
	Iteration 1F: 3 clusters Score -676309.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -676585.875000 Penalty: 2601.362305
	Iteration 2F: 3 clusters Score -676585.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -676774.062500 Penalty: 2601.362305
	Iteration 3F: 3 clusters Score -676774.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -676923.312500 Penalty: 2601.362305
	Iteration 4Q: 3 clusters Score -676923.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -677043.312500 Penalty: 2601.362305
	Iteration 5Q: 3 clusters Score -677043.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -677181.750000 Penalty: 2601.362305
	Iteration 6Q: 3 clusters Score -677181.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -677300.812500 Penalty: 2601.362305
	Iteration 7Q: 3 clusters Score -677300.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -677432.250000 Penalty: 2601.362305
	Iteration 8Q: 3 clusters Score -677432.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -677560.500000 Penalty: 2601.362305
	Iteration 9Q: 3 clusters Score -677560.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -677667.312500 Penalty: 2601.362305
	Iteration 10Q: 3 clusters Score -677667.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -677748.250000 Penalty: 2601.362305
	Iteration 11Q: 3 clusters Score -677748.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -677825.125000 Penalty: 2601.362305
	Iteration 12Q: 3 clusters Score -677825.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -677897.812500 Penalty: 2601.362305
	Iteration 13Q: 3 clusters Score -677897.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -677967.062500 Penalty: 2601.362305
	Iteration 14Q: 3 clusters Score -677967.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -678043.312500 Penalty: 2601.362305
	Iteration 15Q: 3 clusters Score -678043.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -678126.000000 Penalty: 2601.362305
	Iteration 16Q: 3 clusters Score -678126 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -678195.750000 Penalty: 2601.362305
	Iteration 17Q: 3 clusters Score -678195.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -678258.625000 Penalty: 2601.362305
	Iteration 18Q: 3 clusters Score -678258.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -678298.250000 Penalty: 2601.362305
	Iteration 19Q: 3 clusters Score -678298.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -678352.000000 Penalty: 2601.362305
	Iteration 20F: 3 clusters Score -678352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -678402.312500 Penalty: 2601.362305
	Iteration 21Q: 3 clusters Score -678402.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -678453.125000 Penalty: 2601.362305
	Iteration 22Q: 3 clusters Score -678453.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -678501.125000 Penalty: 2601.362305
	Iteration 23Q: 3 clusters Score -678501.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -678552.875000 Penalty: 2601.362305
	Iteration 24Q: 3 clusters Score -678552.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -678600.625000 Penalty: 2601.362305
	Iteration 25Q: 3 clusters Score -678600.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -678628.687500 Penalty: 2601.362305
	Iteration 26Q: 3 clusters Score -678628.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -678646.312500 Penalty: 2601.362305
	Iteration 27Q: 3 clusters Score -678646.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -678655.625000 Penalty: 2601.362305
	Iteration 28Q: 3 clusters Score -678655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -678661.437500 Penalty: 2601.362305
	Iteration 29Q: 3 clusters Score -678661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -678664.812500 Penalty: 2601.362305
	Iteration 30Q: 3 clusters Score -678664.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -678671.562500 Penalty: 2601.362305
	Iteration 31Q: 3 clusters Score -678671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -678676.062500 Penalty: 2601.362305
	Iteration 32Q: 3 clusters Score -678676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -678680.687500 Penalty: 2601.362305
	Iteration 33Q: 3 clusters Score -678680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -678682.437500 Penalty: 2601.362305
	Iteration 34Q: 3 clusters Score -678682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -678683.500000 Penalty: 2601.362305
	Iteration 35Q: 3 clusters Score -678683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -678686.312500 Penalty: 2601.362305
	Iteration 36Q: 3 clusters Score -678686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -678687.562500 Penalty: 2601.362305
	Iteration 37Q: 3 clusters Score -678687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -678690.687500 Penalty: 2601.362305
	Iteration 38Q: 3 clusters Score -678690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -678690.875000 Penalty: 2601.362305
	Iteration 39Q: 3 clusters Score -678690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -678693.562500 Penalty: 2601.362305
	Iteration 40F: 3 clusters Score -678693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -678696.375000 Penalty: 2601.362305
	Iteration 41Q: 3 clusters Score -678696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -678699.437500 Penalty: 2601.362305
	Iteration 42Q: 3 clusters Score -678699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -678701.625000 Penalty: 2601.362305
	Iteration 43Q: 3 clusters Score -678701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -678703.312500 Penalty: 2601.362305
	Iteration 44Q: 3 clusters Score -678703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -678707.250000 Penalty: 2601.362305
	Iteration 45Q: 3 clusters Score -678707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -678709.687500 Penalty: 2601.362305
	Iteration 46Q: 3 clusters Score -678709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -678710.125000 Penalty: 2601.362305
	Iteration 47Q: 3 clusters Score -678710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -678712.500000 Penalty: 2601.362305
	Iteration 48Q: 3 clusters Score -678712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -678716.125000 Penalty: 2601.362305
	Iteration 49Q: 3 clusters Score -678716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -678722.937500 Penalty: 2601.362305
	Iteration 50Q: 3 clusters Score -678722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -678727.937500 Penalty: 2601.362305
	Iteration 51Q: 3 clusters Score -678727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -678731.812500 Penalty: 2601.362305
	Iteration 52Q: 3 clusters Score -678731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -678736.500000 Penalty: 2601.362305
	Iteration 53Q: 3 clusters Score -678736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -678736.562500 Penalty: 2601.362305
	Iteration 54Q: 3 clusters Score -678736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -678740.562500 Penalty: 2601.362305
	Iteration 55Q: 3 clusters Score -678740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -678743.562500 Penalty: 2601.362305
	Iteration 56Q: 3 clusters Score -678743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -678744.562500 Penalty: 2601.362305
	Iteration 57Q: 3 clusters Score -678744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -678744.250000 Penalty: 2601.362305
	Iteration 58Q: 3 clusters Score -678744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -678746.750000 Penalty: 2601.362305
	Iteration 59Q: 3 clusters Score -678746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -678748.250000 Penalty: 2601.362305
	Iteration 60F: 3 clusters Score -678748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -678748.437500 Penalty: 2601.362305
	Iteration 61Q: 3 clusters Score -678748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -678748.437500 Penalty: 2601.362305
	Iteration 62F: 3 clusters Score -678748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -885583.187500 Penalty: 1331.607544
	Iteration 0F: 2 clusters Score -885583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -880315.125000 Penalty: 2663.215088
	Iteration 0F: 3 clusters Score -880315.1 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -881957.937500 Penalty: 2663.215088
	Iteration 1F: 3 clusters Score -881957.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -882221.062500 Penalty: 2663.215088
	Iteration 2F: 3 clusters Score -882221.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -882399.250000 Penalty: 2663.215088
	Iteration 3Q: 3 clusters Score -882399.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -882525.500000 Penalty: 2663.215088
	Iteration 4Q: 3 clusters Score -882525.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -882635.312500 Penalty: 2663.215088
	Iteration 5Q: 3 clusters Score -882635.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -882742.312500 Penalty: 2663.215088
	Iteration 6Q: 3 clusters Score -882742.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -882835.812500 Penalty: 2663.215088
	Iteration 7Q: 3 clusters Score -882835.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -882911.625000 Penalty: 2663.215088
	Iteration 8Q: 3 clusters Score -882911.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -882983.687500 Penalty: 2663.215088
	Iteration 9Q: 3 clusters Score -882983.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -883034.812500 Penalty: 2663.215088
	Iteration 10Q: 3 clusters Score -883034.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -883113.437500 Penalty: 2663.215088
	Iteration 11Q: 3 clusters Score -883113.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -883211.875000 Penalty: 2663.215088
	Iteration 12Q: 3 clusters Score -883211.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -883323.000000 Penalty: 2663.215088
	Iteration 13Q: 3 clusters Score -883323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -883422.687500 Penalty: 2663.215088
	Iteration 14Q: 3 clusters Score -883422.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -883502.312500 Penalty: 2663.215088
	Iteration 15Q: 3 clusters Score -883502.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -883587.125000 Penalty: 2663.215088
	Iteration 16Q: 3 clusters Score -883587.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -883687.062500 Penalty: 2663.215088
	Iteration 17Q: 3 clusters Score -883687.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -883792.937500 Penalty: 2663.215088
	Iteration 18Q: 3 clusters Score -883792.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -883886.812500 Penalty: 2663.215088
	Iteration 19Q: 3 clusters Score -883886.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -883969.187500 Penalty: 2663.215088
	Iteration 20F: 3 clusters Score -883969.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -884046.687500 Penalty: 2663.215088
	Iteration 21Q: 3 clusters Score -884046.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -884112.750000 Penalty: 2663.215088
	Iteration 22Q: 3 clusters Score -884112.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -884171.562500 Penalty: 2663.215088
	Iteration 23Q: 3 clusters Score -884171.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -884212.625000 Penalty: 2663.215088
	Iteration 24Q: 3 clusters Score -884212.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -884252.000000 Penalty: 2663.215088
	Iteration 25Q: 3 clusters Score -884252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -884290.812500 Penalty: 2663.215088
	Iteration 26Q: 3 clusters Score -884290.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -884318.562500 Penalty: 2663.215088
	Iteration 27Q: 3 clusters Score -884318.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -884341.250000 Penalty: 2663.215088
	Iteration 28Q: 3 clusters Score -884341.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -884357.250000 Penalty: 2663.215088
	Iteration 29Q: 3 clusters Score -884357.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -884367.375000 Penalty: 2663.215088
	Iteration 30Q: 3 clusters Score -884367.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -884376.125000 Penalty: 2663.215088
	Iteration 31Q: 3 clusters Score -884376.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -884385.062500 Penalty: 2663.215088
	Iteration 32Q: 3 clusters Score -884385.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -884398.687500 Penalty: 2663.215088
	Iteration 33Q: 3 clusters Score -884398.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -884408.250000 Penalty: 2663.215088
	Iteration 34Q: 3 clusters Score -884408.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -884415.750000 Penalty: 2663.215088
	Iteration 35Q: 3 clusters Score -884415.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -884420.250000 Penalty: 2663.215088
	Iteration 36Q: 3 clusters Score -884420.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -884421.937500 Penalty: 2663.215088
	Iteration 37Q: 3 clusters Score -884421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -884426.375000 Penalty: 2663.215088
	Iteration 38Q: 3 clusters Score -884426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -884429.625000 Penalty: 2663.215088
	Iteration 39Q: 3 clusters Score -884429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -884431.875000 Penalty: 2663.215088
	Iteration 40F: 3 clusters Score -884431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -884431.125000 Penalty: 2663.215088
	Iteration 41Q: 3 clusters Score -884431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884431.687500 Penalty: 2663.215088
	Iteration 42Q: 3 clusters Score -884431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884433.375000 Penalty: 2663.215088
	Iteration 43Q: 3 clusters Score -884433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -884435.250000 Penalty: 2663.215088
	Iteration 44Q: 3 clusters Score -884435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -884437.062500 Penalty: 2663.215088
	Iteration 45Q: 3 clusters Score -884437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -884438.625000 Penalty: 2663.215088
	Iteration 46Q: 3 clusters Score -884438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884438.875000 Penalty: 2663.215088
	Iteration 47Q: 3 clusters Score -884438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884438.875000 Penalty: 2663.215088
	Iteration 48F: 3 clusters Score -884438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Entering Unmasked Estep 
Score: -8428364.000000 Penalty: 1664.728882
	Iteration 0F: 2 clusters Score -8428364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -8381157.000000 Penalty: 3329.457764
	Iteration 0F: 3 clusters Score -8381157 nChanged 33792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -8400303.000000 Penalty: 3329.457764
	Iteration 1F: 3 clusters Score -8400303 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8400969.000000 Penalty: 3329.457764
	Iteration 2Q: 3 clusters Score -8400969 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8401865.000000 Penalty: 3329.457764
	Iteration 3Q: 3 clusters Score -8401865 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8403095.000000 Penalty: 3329.457764
	Iteration 4Q: 3 clusters Score -8403095 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8405182.000000 Penalty: 3329.457764
	Iteration 5F: 3 clusters Score -8405182 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -8408491.000000 Penalty: 3329.457764
	Iteration 6F: 3 clusters Score -8408491 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -8413079.000000 Penalty: 3329.457764
	Iteration 7F: 3 clusters Score -8413079 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -8418247.000000 Penalty: 3329.457764
	Iteration 8F: 3 clusters Score -8418247 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -8422453.000000 Penalty: 3329.457764
	Iteration 9F: 3 clusters Score -8422453 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -8425095.000000 Penalty: 3329.457764
	Iteration 10Q: 3 clusters Score -8425095 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -8426245.000000 Penalty: 3329.457764
	Iteration 11Q: 3 clusters Score -8426245 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -8426655.000000 Penalty: 3329.457764
	Iteration 12Q: 3 clusters Score -8426655 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -8426816.000000 Penalty: 3329.457764
	Iteration 13Q: 3 clusters Score -8426816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -8426894.000000 Penalty: 3329.457764
	Iteration 14Q: 3 clusters Score -8426894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -8426935.000000 Penalty: 3329.457764
	Iteration 15Q: 3 clusters Score -8426935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -8426944.000000 Penalty: 3329.457764
	Iteration 16Q: 3 clusters Score -8426944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -8426971.000000 Penalty: 3329.457764
	Iteration 17Q: 3 clusters Score -8426971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8426973.000000 Penalty: 3329.457764
	Iteration 18Q: 3 clusters Score -8426973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8426972.000000 Penalty: 3329.457764
	Iteration 19Q: 3 clusters Score -8426972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8426978.000000 Penalty: 3329.457764
	Iteration 20F: 3 clusters Score -8426978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -8426978.000000 Penalty: 3329.457764
	Iteration 21Q: 3 clusters Score -8426978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8426978.000000 Penalty: 3329.457764
	Iteration 22Q: 3 clusters Score -8426978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8426978.000000 Penalty: 3329.457764
	Iteration 23F: 3 clusters Score -8426978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1000384.437500 Penalty: 1354.490112
	Iteration 0F: 2 clusters Score -1000384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -994255.625000 Penalty: 2708.980225
	Iteration 0F: 3 clusters Score -994255.6 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -996269.500000 Penalty: 2708.980225
	Iteration 1F: 3 clusters Score -996269.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -996654.937500 Penalty: 2708.980225
	Iteration 2F: 3 clusters Score -996654.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -997077.687500 Penalty: 2708.980225
	Iteration 3F: 3 clusters Score -997077.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -997478.937500 Penalty: 2708.980225
	Iteration 4F: 3 clusters Score -997478.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -997832.062500 Penalty: 2708.980225
	Iteration 5F: 3 clusters Score -997832.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -998136.750000 Penalty: 2708.980225
	Iteration 6Q: 3 clusters Score -998136.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -998404.500000 Penalty: 2708.980225
	Iteration 7Q: 3 clusters Score -998404.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -998600.437500 Penalty: 2708.980225
	Iteration 8Q: 3 clusters Score -998600.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -998745.687500 Penalty: 2708.980225
	Iteration 9Q: 3 clusters Score -998745.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -998869.375000 Penalty: 2708.980225
	Iteration 10Q: 3 clusters Score -998869.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -998988.750000 Penalty: 2708.980225
	Iteration 11Q: 3 clusters Score -998988.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -999089.187500 Penalty: 2708.980225
	Iteration 12Q: 3 clusters Score -999089.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -999174.375000 Penalty: 2708.980225
	Iteration 13Q: 3 clusters Score -999174.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -999257.500000 Penalty: 2708.980225
	Iteration 14Q: 3 clusters Score -999257.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -999322.312500 Penalty: 2708.980225
	Iteration 15Q: 3 clusters Score -999322.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -999371.500000 Penalty: 2708.980225
	Iteration 16Q: 3 clusters Score -999371.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -999410.562500 Penalty: 2708.980225
	Iteration 17Q: 3 clusters Score -999410.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -999456.812500 Penalty: 2708.980225
	Iteration 18Q: 3 clusters Score -999456.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -999492.812500 Penalty: 2708.980225
	Iteration 19Q: 3 clusters Score -999492.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -999525.375000 Penalty: 2708.980225
	Iteration 20F: 3 clusters Score -999525.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -999548.250000 Penalty: 2708.980225
	Iteration 21Q: 3 clusters Score -999548.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -999562.562500 Penalty: 2708.980225
	Iteration 22Q: 3 clusters Score -999562.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -999574.000000 Penalty: 2708.980225
	Iteration 23Q: 3 clusters Score -999574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -999583.250000 Penalty: 2708.980225
	Iteration 24Q: 3 clusters Score -999583.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -999588.062500 Penalty: 2708.980225
	Iteration 25Q: 3 clusters Score -999588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -999592.812500 Penalty: 2708.980225
	Iteration 26Q: 3 clusters Score -999592.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -999595.875000 Penalty: 2708.980225
	Iteration 27Q: 3 clusters Score -999595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -999604.375000 Penalty: 2708.980225
	Iteration 28Q: 3 clusters Score -999604.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -999607.437500 Penalty: 2708.980225
	Iteration 29Q: 3 clusters Score -999607.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -999614.187500 Penalty: 2708.980225
	Iteration 30Q: 3 clusters Score -999614.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -999621.750000 Penalty: 2708.980225
	Iteration 31Q: 3 clusters Score -999621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -999628.312500 Penalty: 2708.980225
	Iteration 32Q: 3 clusters Score -999628.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -999634.187500 Penalty: 2708.980225
	Iteration 33Q: 3 clusters Score -999634.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -999640.875000 Penalty: 2708.980225
	Iteration 34Q: 3 clusters Score -999640.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -999646.187500 Penalty: 2708.980225
	Iteration 35Q: 3 clusters Score -999646.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -999657.250000 Penalty: 2708.980225
	Iteration 36Q: 3 clusters Score -999657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -999665.937500 Penalty: 2708.980225
	Iteration 37Q: 3 clusters Score -999665.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -999669.625000 Penalty: 2708.980225
	Iteration 38Q: 3 clusters Score -999669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -999671.125000 Penalty: 2708.980225
	Iteration 39Q: 3 clusters Score -999671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -999673.375000 Penalty: 2708.980225
	Iteration 40F: 3 clusters Score -999673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -999671.625000 Penalty: 2708.980225
	Iteration 41Q: 3 clusters Score -999671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -999673.437500 Penalty: 2708.980225
	Iteration 42Q: 3 clusters Score -999673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -999676.062500 Penalty: 2708.980225
	Iteration 43Q: 3 clusters Score -999676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -999677.250000 Penalty: 2708.980225
	Iteration 44Q: 3 clusters Score -999677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -999677.187500 Penalty: 2708.980225
	Iteration 45Q: 3 clusters Score -999677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -999676.062500 Penalty: 2708.980225
	Iteration 46Q: 3 clusters Score -999676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -999676.750000 Penalty: 2708.980225
	Iteration 47Q: 3 clusters Score -999676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -999676.250000 Penalty: 2708.980225
	Iteration 48Q: 3 clusters Score -999676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -999676.250000 Penalty: 2708.980225
	Iteration 49F: 3 clusters Score -999676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Entering Unmasked Estep 
Score: -1244372.500000 Penalty: 1392.108276
	Iteration 0F: 2 clusters Score -1244372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1236721.000000 Penalty: 2784.216553
	Iteration 0F: 3 clusters Score -1236721 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1239343.625000 Penalty: 2784.216553
	Iteration 1F: 3 clusters Score -1239344 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1239747.000000 Penalty: 2784.216553
	Iteration 2F: 3 clusters Score -1239747 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1240090.750000 Penalty: 2784.216553
	Iteration 3F: 3 clusters Score -1240091 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1240437.625000 Penalty: 2784.216553
	Iteration 4F: 3 clusters Score -1240438 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1240756.625000 Penalty: 2784.216553
	Iteration 5Q: 3 clusters Score -1240757 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1241065.625000 Penalty: 2784.216553
	Iteration 6Q: 3 clusters Score -1241066 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1241358.625000 Penalty: 2784.216553
	Iteration 7Q: 3 clusters Score -1241359 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1241614.250000 Penalty: 2784.216553
	Iteration 8Q: 3 clusters Score -1241614 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1241849.750000 Penalty: 2784.216553
	Iteration 9Q: 3 clusters Score -1241850 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1242035.125000 Penalty: 2784.216553
	Iteration 10Q: 3 clusters Score -1242035 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1242160.375000 Penalty: 2784.216553
	Iteration 11Q: 3 clusters Score -1242160 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1242266.000000 Penalty: 2784.216553
	Iteration 12Q: 3 clusters Score -1242266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1242337.750000 Penalty: 2784.216553
	Iteration 13Q: 3 clusters Score -1242338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1242377.750000 Penalty: 2784.216553
	Iteration 14Q: 3 clusters Score -1242378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1242409.875000 Penalty: 2784.216553
	Iteration 15Q: 3 clusters Score -1242410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1242435.125000 Penalty: 2784.216553
	Iteration 16Q: 3 clusters Score -1242435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1242445.625000 Penalty: 2784.216553
	Iteration 17Q: 3 clusters Score -1242446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1242459.625000 Penalty: 2784.216553
	Iteration 18Q: 3 clusters Score -1242460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1242473.750000 Penalty: 2784.216553
	Iteration 19Q: 3 clusters Score -1242474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1242488.250000 Penalty: 2784.216553
	Iteration 20F: 3 clusters Score -1242488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1242498.750000 Penalty: 2784.216553
	Iteration 21Q: 3 clusters Score -1242499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1242511.000000 Penalty: 2784.216553
	Iteration 22Q: 3 clusters Score -1242511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1242522.375000 Penalty: 2784.216553
	Iteration 23Q: 3 clusters Score -1242522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1242533.625000 Penalty: 2784.216553
	Iteration 24Q: 3 clusters Score -1242534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1242547.125000 Penalty: 2784.216553
	Iteration 25Q: 3 clusters Score -1242547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1242554.875000 Penalty: 2784.216553
	Iteration 26Q: 3 clusters Score -1242555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1242560.000000 Penalty: 2784.216553
	Iteration 27Q: 3 clusters Score -1242560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1242570.500000 Penalty: 2784.216553
	Iteration 28Q: 3 clusters Score -1242570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1242569.625000 Penalty: 2784.216553
	Iteration 29Q: 3 clusters Score -1242570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1242576.750000 Penalty: 2784.216553
	Iteration 30Q: 3 clusters Score -1242577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1242581.875000 Penalty: 2784.216553
	Iteration 31Q: 3 clusters Score -1242582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1242586.750000 Penalty: 2784.216553
	Iteration 32Q: 3 clusters Score -1242587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1242595.875000 Penalty: 2784.216553
	Iteration 33Q: 3 clusters Score -1242596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1242597.750000 Penalty: 2784.216553
	Iteration 34Q: 3 clusters Score -1242598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1242604.625000 Penalty: 2784.216553
	Iteration 35Q: 3 clusters Score -1242605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1242618.875000 Penalty: 2784.216553
	Iteration 36Q: 3 clusters Score -1242619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1242626.000000 Penalty: 2784.216553
	Iteration 37Q: 3 clusters Score -1242626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1242635.625000 Penalty: 2784.216553
	Iteration 38Q: 3 clusters Score -1242636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1242646.375000 Penalty: 2784.216553
	Iteration 39Q: 3 clusters Score -1242646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1242657.625000 Penalty: 2784.216553
	Iteration 40F: 3 clusters Score -1242658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1242662.875000 Penalty: 2784.216553
	Iteration 41Q: 3 clusters Score -1242663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1242664.250000 Penalty: 2784.216553
	Iteration 42Q: 3 clusters Score -1242664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1242665.000000 Penalty: 2784.216553
	Iteration 43Q: 3 clusters Score -1242665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1242669.250000 Penalty: 2784.216553
	Iteration 44Q: 3 clusters Score -1242669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1242669.875000 Penalty: 2784.216553
	Iteration 45Q: 3 clusters Score -1242670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1242675.375000 Penalty: 2784.216553
	Iteration 46Q: 3 clusters Score -1242675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1242680.375000 Penalty: 2784.216553
	Iteration 47Q: 3 clusters Score -1242680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1242683.750000 Penalty: 2784.216553
	Iteration 48Q: 3 clusters Score -1242684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1242685.000000 Penalty: 2784.216553
	Iteration 49Q: 3 clusters Score -1242685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1242686.500000 Penalty: 2784.216553
	Iteration 50Q: 3 clusters Score -1242686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1242690.875000 Penalty: 2784.216553
	Iteration 51Q: 3 clusters Score -1242691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1242697.125000 Penalty: 2784.216553
	Iteration 52Q: 3 clusters Score -1242697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1242702.250000 Penalty: 2784.216553
	Iteration 53Q: 3 clusters Score -1242702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1242711.375000 Penalty: 2784.216553
	Iteration 54Q: 3 clusters Score -1242711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1242719.750000 Penalty: 2784.216553
	Iteration 55Q: 3 clusters Score -1242720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1242728.500000 Penalty: 2784.216553
	Iteration 56Q: 3 clusters Score -1242728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1242736.500000 Penalty: 2784.216553
	Iteration 57Q: 3 clusters Score -1242736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1242740.625000 Penalty: 2784.216553
	Iteration 58Q: 3 clusters Score -1242741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1242746.000000 Penalty: 2784.216553
	Iteration 59Q: 3 clusters Score -1242746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1242754.375000 Penalty: 2784.216553
	Iteration 60F: 3 clusters Score -1242754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1242755.875000 Penalty: 2784.216553
	Iteration 61Q: 3 clusters Score -1242756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1242761.875000 Penalty: 2784.216553
	Iteration 62Q: 3 clusters Score -1242762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1242770.000000 Penalty: 2784.216553
	Iteration 63Q: 3 clusters Score -1242770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1242772.125000 Penalty: 2784.216553
	Iteration 64Q: 3 clusters Score -1242772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1242779.000000 Penalty: 2784.216553
	Iteration 65Q: 3 clusters Score -1242779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1242782.125000 Penalty: 2784.216553
	Iteration 66Q: 3 clusters Score -1242782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1242793.125000 Penalty: 2784.216553
	Iteration 67Q: 3 clusters Score -1242793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1242801.125000 Penalty: 2784.216553
	Iteration 68Q: 3 clusters Score -1242801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1242808.625000 Penalty: 2784.216553
	Iteration 69Q: 3 clusters Score -1242809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1242818.250000 Penalty: 2784.216553
	Iteration 70Q: 3 clusters Score -1242818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1242825.375000 Penalty: 2784.216553
	Iteration 71Q: 3 clusters Score -1242825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1242836.375000 Penalty: 2784.216553
	Iteration 72Q: 3 clusters Score -1242836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1242844.875000 Penalty: 2784.216553
	Iteration 73Q: 3 clusters Score -1242845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1242857.000000 Penalty: 2784.216553
	Iteration 74Q: 3 clusters Score -1242857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1242863.625000 Penalty: 2784.216553
	Iteration 75Q: 3 clusters Score -1242864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1242874.375000 Penalty: 2784.216553
	Iteration 76Q: 3 clusters Score -1242874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1242888.000000 Penalty: 2784.216553
	Iteration 77Q: 3 clusters Score -1242888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1242895.500000 Penalty: 2784.216553
	Iteration 78Q: 3 clusters Score -1242896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1242900.375000 Penalty: 2784.216553
	Iteration 79Q: 3 clusters Score -1242900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1242914.375000 Penalty: 2784.216553
	Iteration 80F: 3 clusters Score -1242914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1242922.375000 Penalty: 2784.216553
	Iteration 81Q: 3 clusters Score -1242922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1242931.625000 Penalty: 2784.216553
	Iteration 82Q: 3 clusters Score -1242932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1242937.375000 Penalty: 2784.216553
	Iteration 83Q: 3 clusters Score -1242937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1242942.000000 Penalty: 2784.216553
	Iteration 84Q: 3 clusters Score -1242942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1242949.625000 Penalty: 2784.216553
	Iteration 85Q: 3 clusters Score -1242950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1242955.375000 Penalty: 2784.216553
	Iteration 86Q: 3 clusters Score -1242955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1242962.000000 Penalty: 2784.216553
	Iteration 87Q: 3 clusters Score -1242962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1242970.250000 Penalty: 2784.216553
	Iteration 88Q: 3 clusters Score -1242970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1242972.750000 Penalty: 2784.216553
	Iteration 89Q: 3 clusters Score -1242973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1242974.875000 Penalty: 2784.216553
	Iteration 90Q: 3 clusters Score -1242975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1242977.375000 Penalty: 2784.216553
	Iteration 91Q: 3 clusters Score -1242977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1242984.250000 Penalty: 2784.216553
	Iteration 92Q: 3 clusters Score -1242984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1242987.500000 Penalty: 2784.216553
	Iteration 93Q: 3 clusters Score -1242988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1242988.625000 Penalty: 2784.216553
	Iteration 94Q: 3 clusters Score -1242989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1242991.500000 Penalty: 2784.216553
	Iteration 95Q: 3 clusters Score -1242992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1242992.125000 Penalty: 2784.216553
	Iteration 96Q: 3 clusters Score -1242992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1242992.125000 Penalty: 2784.216553
	Iteration 97F: 3 clusters Score -1242992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Entering Unmasked Estep 
Score: -4630255.500000 Penalty: 1574.847290
	Iteration 0F: 2 clusters Score -4630256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4604513.500000 Penalty: 3149.694580
	Iteration 0F: 3 clusters Score -4604514 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4614672.500000 Penalty: 3149.694580
	Iteration 1F: 3 clusters Score -4614672 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4615551.000000 Penalty: 3149.694580
	Iteration 2F: 3 clusters Score -4615551 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4616654.500000 Penalty: 3149.694580
	Iteration 3F: 3 clusters Score -4616654 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4618094.500000 Penalty: 3149.694580
	Iteration 4F: 3 clusters Score -4618094 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4619726.500000 Penalty: 3149.694580
	Iteration 5F: 3 clusters Score -4619726 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4621494.000000 Penalty: 3149.694580
	Iteration 6F: 3 clusters Score -4621494 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4623157.500000 Penalty: 3149.694580
	Iteration 7F: 3 clusters Score -4623158 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4624482.500000 Penalty: 3149.694580
	Iteration 8Q: 3 clusters Score -4624482 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -4625436.500000 Penalty: 3149.694580
	Iteration 9Q: 3 clusters Score -4625436 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4626115.000000 Penalty: 3149.694580
	Iteration 10Q: 3 clusters Score -4626115 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4626550.500000 Penalty: 3149.694580
	Iteration 11Q: 3 clusters Score -4626550 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4626835.000000 Penalty: 3149.694580
	Iteration 12Q: 3 clusters Score -4626835 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4627078.000000 Penalty: 3149.694580
	Iteration 13Q: 3 clusters Score -4627078 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4627259.000000 Penalty: 3149.694580
	Iteration 14Q: 3 clusters Score -4627259 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4627452.000000 Penalty: 3149.694580
	Iteration 15Q: 3 clusters Score -4627452 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4627643.000000 Penalty: 3149.694580
	Iteration 16Q: 3 clusters Score -4627643 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4627802.500000 Penalty: 3149.694580
	Iteration 17Q: 3 clusters Score -4627802 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4627934.000000 Penalty: 3149.694580
	Iteration 18Q: 3 clusters Score -4627934 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4628077.000000 Penalty: 3149.694580
	Iteration 19Q: 3 clusters Score -4628077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4628167.000000 Penalty: 3149.694580
	Iteration 20F: 3 clusters Score -4628167 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4628276.500000 Penalty: 3149.694580
	Iteration 21Q: 3 clusters Score -4628276 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4628364.000000 Penalty: 3149.694580
	Iteration 22Q: 3 clusters Score -4628364 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4628431.500000 Penalty: 3149.694580
	Iteration 23Q: 3 clusters Score -4628432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4628477.000000 Penalty: 3149.694580
	Iteration 24Q: 3 clusters Score -4628477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4628554.000000 Penalty: 3149.694580
	Iteration 25Q: 3 clusters Score -4628554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4628582.500000 Penalty: 3149.694580
	Iteration 26Q: 3 clusters Score -4628582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4628634.500000 Penalty: 3149.694580
	Iteration 27Q: 3 clusters Score -4628634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4628681.500000 Penalty: 3149.694580
	Iteration 28Q: 3 clusters Score -4628682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4628717.000000 Penalty: 3149.694580
	Iteration 29Q: 3 clusters Score -4628717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4628746.000000 Penalty: 3149.694580
	Iteration 30Q: 3 clusters Score -4628746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4628776.000000 Penalty: 3149.694580
	Iteration 31Q: 3 clusters Score -4628776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4628797.500000 Penalty: 3149.694580
	Iteration 32Q: 3 clusters Score -4628798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4628811.000000 Penalty: 3149.694580
	Iteration 33Q: 3 clusters Score -4628811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4628830.000000 Penalty: 3149.694580
	Iteration 34Q: 3 clusters Score -4628830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4628848.000000 Penalty: 3149.694580
	Iteration 35Q: 3 clusters Score -4628848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4628869.500000 Penalty: 3149.694580
	Iteration 36Q: 3 clusters Score -4628870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4628891.500000 Penalty: 3149.694580
	Iteration 37Q: 3 clusters Score -4628892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4628903.500000 Penalty: 3149.694580
	Iteration 38Q: 3 clusters Score -4628904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4628911.500000 Penalty: 3149.694580
	Iteration 39Q: 3 clusters Score -4628912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4628934.000000 Penalty: 3149.694580
	Iteration 40F: 3 clusters Score -4628934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4628939.500000 Penalty: 3149.694580
	Iteration 41Q: 3 clusters Score -4628940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4628947.500000 Penalty: 3149.694580
	Iteration 42Q: 3 clusters Score -4628948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4628958.500000 Penalty: 3149.694580
	Iteration 43Q: 3 clusters Score -4628958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4628972.000000 Penalty: 3149.694580
	Iteration 44Q: 3 clusters Score -4628972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4628971.500000 Penalty: 3149.694580
	Iteration 45Q: 3 clusters Score -4628972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4628977.000000 Penalty: 3149.694580
	Iteration 46Q: 3 clusters Score -4628977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4628978.500000 Penalty: 3149.694580
	Iteration 47Q: 3 clusters Score -4628978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4628975.000000 Penalty: 3149.694580
	Iteration 48Q: 3 clusters Score -4628975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4628989.500000 Penalty: 3149.694580
	Iteration 49Q: 3 clusters Score -4628990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4628984.500000 Penalty: 3149.694580
	Iteration 50Q: 3 clusters Score -4628984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4628986.500000 Penalty: 3149.694580
	Iteration 51Q: 3 clusters Score -4628986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4628988.500000 Penalty: 3149.694580
	Iteration 52Q: 3 clusters Score -4628988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4628988.500000 Penalty: 3149.694580
	Iteration 53Q: 3 clusters Score -4628988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4628988.500000 Penalty: 3149.694580
	Iteration 54F: 3 clusters Score -4628988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Entering Unmasked Estep 
Score: -3980767.750000 Penalty: 1561.365967
	Iteration 0F: 2 clusters Score -3980768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3957194.750000 Penalty: 3122.731934
	Iteration 0F: 3 clusters Score -3957195 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3966160.500000 Penalty: 3122.731934
	Iteration 1F: 3 clusters Score -3966160 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3966849.500000 Penalty: 3122.731934
	Iteration 2F: 3 clusters Score -3966850 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3967612.500000 Penalty: 3122.731934
	Iteration 3Q: 3 clusters Score -3967612 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3968524.250000 Penalty: 3122.731934
	Iteration 4F: 3 clusters Score -3968524 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3969822.250000 Penalty: 3122.731934
	Iteration 5F: 3 clusters Score -3969822 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3971495.000000 Penalty: 3122.731934
	Iteration 6F: 3 clusters Score -3971495 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3973349.250000 Penalty: 3122.731934
	Iteration 7F: 3 clusters Score -3973349 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3975147.500000 Penalty: 3122.731934
	Iteration 8F: 3 clusters Score -3975148 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3976723.750000 Penalty: 3122.731934
	Iteration 9F: 3 clusters Score -3976724 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3977814.750000 Penalty: 3122.731934
	Iteration 10Q: 3 clusters Score -3977815 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3978511.500000 Penalty: 3122.731934
	Iteration 11Q: 3 clusters Score -3978512 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3978915.000000 Penalty: 3122.731934
	Iteration 12Q: 3 clusters Score -3978915 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3979272.000000 Penalty: 3122.731934
	Iteration 13Q: 3 clusters Score -3979272 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3979543.500000 Penalty: 3122.731934
	Iteration 14Q: 3 clusters Score -3979544 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3979810.000000 Penalty: 3122.731934
	Iteration 15Q: 3 clusters Score -3979810 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3980035.750000 Penalty: 3122.731934
	Iteration 16Q: 3 clusters Score -3980036 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3980203.750000 Penalty: 3122.731934
	Iteration 17Q: 3 clusters Score -3980204 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3980328.500000 Penalty: 3122.731934
	Iteration 18Q: 3 clusters Score -3980328 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3980409.750000 Penalty: 3122.731934
	Iteration 19Q: 3 clusters Score -3980410 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3980483.000000 Penalty: 3122.731934
	Iteration 20F: 3 clusters Score -3980483 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3980524.750000 Penalty: 3122.731934
	Iteration 21Q: 3 clusters Score -3980525 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3980542.500000 Penalty: 3122.731934
	Iteration 22Q: 3 clusters Score -3980542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3980564.500000 Penalty: 3122.731934
	Iteration 23Q: 3 clusters Score -3980564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3980588.000000 Penalty: 3122.731934
	Iteration 24Q: 3 clusters Score -3980588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3980595.250000 Penalty: 3122.731934
	Iteration 25Q: 3 clusters Score -3980595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3980609.750000 Penalty: 3122.731934
	Iteration 26Q: 3 clusters Score -3980610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3980605.250000 Penalty: 3122.731934
	Iteration 27Q: 3 clusters Score -3980605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3980619.750000 Penalty: 3122.731934
	Iteration 28Q: 3 clusters Score -3980620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3980613.250000 Penalty: 3122.731934
	Iteration 29Q: 3 clusters Score -3980613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3980627.500000 Penalty: 3122.731934
	Iteration 30Q: 3 clusters Score -3980628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3980639.750000 Penalty: 3122.731934
	Iteration 31Q: 3 clusters Score -3980640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3980637.750000 Penalty: 3122.731934
	Iteration 32Q: 3 clusters Score -3980638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3980644.500000 Penalty: 3122.731934
	Iteration 33Q: 3 clusters Score -3980644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3980652.500000 Penalty: 3122.731934
	Iteration 34Q: 3 clusters Score -3980652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3980651.000000 Penalty: 3122.731934
	Iteration 35Q: 3 clusters Score -3980651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3980662.000000 Penalty: 3122.731934
	Iteration 36Q: 3 clusters Score -3980662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3980661.500000 Penalty: 3122.731934
	Iteration 37Q: 3 clusters Score -3980662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3980659.750000 Penalty: 3122.731934
	Iteration 38Q: 3 clusters Score -3980660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3980664.500000 Penalty: 3122.731934
	Iteration 39Q: 3 clusters Score -3980664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3980665.500000 Penalty: 3122.731934
	Iteration 40F: 3 clusters Score -3980666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3980664.750000 Penalty: 3122.731934
	Iteration 41Q: 3 clusters Score -3980665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3980671.250000 Penalty: 3122.731934
	Iteration 42Q: 3 clusters Score -3980671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3980679.000000 Penalty: 3122.731934
	Iteration 43Q: 3 clusters Score -3980679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3980681.250000 Penalty: 3122.731934
	Iteration 44Q: 3 clusters Score -3980681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3980675.750000 Penalty: 3122.731934
	Iteration 45Q: 3 clusters Score -3980676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3980674.250000 Penalty: 3122.731934
	Iteration 46Q: 3 clusters Score -3980674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3980674.250000 Penalty: 3122.731934
	Iteration 47Q: 3 clusters Score -3980674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3980676.750000 Penalty: 3122.731934
	Iteration 48Q: 3 clusters Score -3980677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3980678.000000 Penalty: 3122.731934
	Iteration 49Q: 3 clusters Score -3980678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3980677.750000 Penalty: 3122.731934
	Iteration 50Q: 3 clusters Score -3980678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3980677.500000 Penalty: 3122.731934
	Iteration 51Q: 3 clusters Score -3980678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3980677.500000 Penalty: 3122.731934
	Iteration 52F: 3 clusters Score -3980678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -908947.375000 Penalty: 1341.494507
	Iteration 0F: 2 clusters Score -908947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -903325.187500 Penalty: 2682.989014
	Iteration 0F: 3 clusters Score -903325.2 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -905071.062500 Penalty: 2682.989014
	Iteration 1F: 3 clusters Score -905071.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -905332.062500 Penalty: 2682.989014
	Iteration 2F: 3 clusters Score -905332.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -905517.500000 Penalty: 2682.989014
	Iteration 3F: 3 clusters Score -905517.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -905687.187500 Penalty: 2682.989014
	Iteration 4Q: 3 clusters Score -905687.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -905860.625000 Penalty: 2682.989014
	Iteration 5Q: 3 clusters Score -905860.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -906027.062500 Penalty: 2682.989014
	Iteration 6Q: 3 clusters Score -906027.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -906176.812500 Penalty: 2682.989014
	Iteration 7Q: 3 clusters Score -906176.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -906323.875000 Penalty: 2682.989014
	Iteration 8Q: 3 clusters Score -906323.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -906445.750000 Penalty: 2682.989014
	Iteration 9Q: 3 clusters Score -906445.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -906547.937500 Penalty: 2682.989014
	Iteration 10Q: 3 clusters Score -906547.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -906634.375000 Penalty: 2682.989014
	Iteration 11Q: 3 clusters Score -906634.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -906708.875000 Penalty: 2682.989014
	Iteration 12Q: 3 clusters Score -906708.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -906771.500000 Penalty: 2682.989014
	Iteration 13Q: 3 clusters Score -906771.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -906821.375000 Penalty: 2682.989014
	Iteration 14Q: 3 clusters Score -906821.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -906860.312500 Penalty: 2682.989014
	Iteration 15Q: 3 clusters Score -906860.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -906891.687500 Penalty: 2682.989014
	Iteration 16Q: 3 clusters Score -906891.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -906930.500000 Penalty: 2682.989014
	Iteration 17Q: 3 clusters Score -906930.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -906968.687500 Penalty: 2682.989014
	Iteration 18Q: 3 clusters Score -906968.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -907001.375000 Penalty: 2682.989014
	Iteration 19Q: 3 clusters Score -907001.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -907039.500000 Penalty: 2682.989014
	Iteration 20F: 3 clusters Score -907039.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -907075.312500 Penalty: 2682.989014
	Iteration 21Q: 3 clusters Score -907075.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -907123.875000 Penalty: 2682.989014
	Iteration 22Q: 3 clusters Score -907123.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -907168.750000 Penalty: 2682.989014
	Iteration 23Q: 3 clusters Score -907168.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -907220.562500 Penalty: 2682.989014
	Iteration 24Q: 3 clusters Score -907220.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -907267.812500 Penalty: 2682.989014
	Iteration 25Q: 3 clusters Score -907267.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -907312.125000 Penalty: 2682.989014
	Iteration 26Q: 3 clusters Score -907312.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -907365.187500 Penalty: 2682.989014
	Iteration 27Q: 3 clusters Score -907365.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -907424.125000 Penalty: 2682.989014
	Iteration 28Q: 3 clusters Score -907424.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -907493.250000 Penalty: 2682.989014
	Iteration 29Q: 3 clusters Score -907493.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -907573.875000 Penalty: 2682.989014
	Iteration 30Q: 3 clusters Score -907573.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -907654.687500 Penalty: 2682.989014
	Iteration 31Q: 3 clusters Score -907654.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -907724.062500 Penalty: 2682.989014
	Iteration 32Q: 3 clusters Score -907724.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -907794.687500 Penalty: 2682.989014
	Iteration 33Q: 3 clusters Score -907794.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -907854.750000 Penalty: 2682.989014
	Iteration 34Q: 3 clusters Score -907854.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -907903.125000 Penalty: 2682.989014
	Iteration 35Q: 3 clusters Score -907903.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -907944.812500 Penalty: 2682.989014
	Iteration 36Q: 3 clusters Score -907944.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -907971.250000 Penalty: 2682.989014
	Iteration 37Q: 3 clusters Score -907971.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -907990.125000 Penalty: 2682.989014
	Iteration 38Q: 3 clusters Score -907990.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -908000.375000 Penalty: 2682.989014
	Iteration 39Q: 3 clusters Score -908000.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -908005.562500 Penalty: 2682.989014
	Iteration 40F: 3 clusters Score -908005.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -908011.250000 Penalty: 2682.989014
	Iteration 41Q: 3 clusters Score -908011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -908014.125000 Penalty: 2682.989014
	Iteration 42Q: 3 clusters Score -908014.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -908017.875000 Penalty: 2682.989014
	Iteration 43Q: 3 clusters Score -908017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -908020.250000 Penalty: 2682.989014
	Iteration 44Q: 3 clusters Score -908020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -908023.000000 Penalty: 2682.989014
	Iteration 45Q: 3 clusters Score -908023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -908023.187500 Penalty: 2682.989014
	Iteration 46Q: 3 clusters Score -908023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -908026.500000 Penalty: 2682.989014
	Iteration 47Q: 3 clusters Score -908026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -908027.062500 Penalty: 2682.989014
	Iteration 48Q: 3 clusters Score -908027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -908027.500000 Penalty: 2682.989014
	Iteration 49Q: 3 clusters Score -908027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -908027.062500 Penalty: 2682.989014
	Iteration 50Q: 3 clusters Score -908027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -908028.312500 Penalty: 2682.989014
	Iteration 51Q: 3 clusters Score -908028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -908027.062500 Penalty: 2682.989014
	Iteration 52Q: 3 clusters Score -908027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -908029.562500 Penalty: 2682.989014
	Iteration 53Q: 3 clusters Score -908029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -908029.812500 Penalty: 2682.989014
	Iteration 54Q: 3 clusters Score -908029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -908032.375000 Penalty: 2682.989014
	Iteration 55Q: 3 clusters Score -908032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -908033.937500 Penalty: 2682.989014
	Iteration 56Q: 3 clusters Score -908033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -908035.562500 Penalty: 2682.989014
	Iteration 57Q: 3 clusters Score -908035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -908035.937500 Penalty: 2682.989014
	Iteration 58Q: 3 clusters Score -908035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -908040.437500 Penalty: 2682.989014
	Iteration 59Q: 3 clusters Score -908040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -908042.937500 Penalty: 2682.989014
	Iteration 60F: 3 clusters Score -908042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -908042.250000 Penalty: 2682.989014
	Iteration 61Q: 3 clusters Score -908042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -908043.937500 Penalty: 2682.989014
	Iteration 62Q: 3 clusters Score -908043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -908046.437500 Penalty: 2682.989014
	Iteration 63Q: 3 clusters Score -908046.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -908051.562500 Penalty: 2682.989014
	Iteration 64Q: 3 clusters Score -908051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -908050.562500 Penalty: 2682.989014
	Iteration 65Q: 3 clusters Score -908050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -908050.000000 Penalty: 2682.989014
	Iteration 66Q: 3 clusters Score -908050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -908050.312500 Penalty: 2682.989014
	Iteration 67Q: 3 clusters Score -908050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -908051.062500 Penalty: 2682.989014
	Iteration 68Q: 3 clusters Score -908051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -908051.500000 Penalty: 2682.989014
	Iteration 69Q: 3 clusters Score -908051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -908053.187500 Penalty: 2682.989014
	Iteration 70Q: 3 clusters Score -908053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -908053.187500 Penalty: 2682.989014
	Iteration 71F: 3 clusters Score -908053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Entering Unmasked Estep 
Score: -5654486.500000 Penalty: 1611.410645
	Iteration 0F: 2 clusters Score -5654486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5621680.500000 Penalty: 3222.821289
	Iteration 0F: 3 clusters Score -5621680 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5634757.500000 Penalty: 3222.821289
	Iteration 1F: 3 clusters Score -5634758 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5635583.000000 Penalty: 3222.821289
	Iteration 2Q: 3 clusters Score -5635583 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -5636587.500000 Penalty: 3222.821289
	Iteration 3Q: 3 clusters Score -5636588 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -5638094.500000 Penalty: 3222.821289
	Iteration 4F: 3 clusters Score -5638094 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -5640315.500000 Penalty: 3222.821289
	Iteration 5F: 3 clusters Score -5640316 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -5643353.500000 Penalty: 3222.821289
	Iteration 6F: 3 clusters Score -5643354 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5646843.000000 Penalty: 3222.821289
	Iteration 7F: 3 clusters Score -5646843 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5649781.000000 Penalty: 3222.821289
	Iteration 8F: 3 clusters Score -5649781 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -5651499.500000 Penalty: 3222.821289
	Iteration 9Q: 3 clusters Score -5651500 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -5652452.500000 Penalty: 3222.821289
	Iteration 10Q: 3 clusters Score -5652452 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -5652827.000000 Penalty: 3222.821289
	Iteration 11Q: 3 clusters Score -5652827 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -5652985.500000 Penalty: 3222.821289
	Iteration 12Q: 3 clusters Score -5652986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5653109.000000 Penalty: 3222.821289
	Iteration 13Q: 3 clusters Score -5653109 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -5653168.500000 Penalty: 3222.821289
	Iteration 14Q: 3 clusters Score -5653168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -5653212.000000 Penalty: 3222.821289
	Iteration 15Q: 3 clusters Score -5653212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -5653244.500000 Penalty: 3222.821289
	Iteration 16Q: 3 clusters Score -5653244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -5653263.500000 Penalty: 3222.821289
	Iteration 17Q: 3 clusters Score -5653264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -5653271.000000 Penalty: 3222.821289
	Iteration 18Q: 3 clusters Score -5653271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -5653284.000000 Penalty: 3222.821289
	Iteration 19Q: 3 clusters Score -5653284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -5653294.000000 Penalty: 3222.821289
	Iteration 20F: 3 clusters Score -5653294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -5653297.500000 Penalty: 3222.821289
	Iteration 21Q: 3 clusters Score -5653298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -5653309.000000 Penalty: 3222.821289
	Iteration 22Q: 3 clusters Score -5653309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -5653308.500000 Penalty: 3222.821289
	Iteration 23Q: 3 clusters Score -5653308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -5653313.500000 Penalty: 3222.821289
	Iteration 24Q: 3 clusters Score -5653314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -5653310.000000 Penalty: 3222.821289
	Iteration 25Q: 3 clusters Score -5653310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -5653309.000000 Penalty: 3222.821289
	Iteration 26Q: 3 clusters Score -5653309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -5653304.500000 Penalty: 3222.821289
	Iteration 27Q: 3 clusters Score -5653304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -5653304.500000 Penalty: 3222.821289
	Iteration 28F: 3 clusters Score -5653304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Entering Unmasked Estep 
Score: -2460942.250000 Penalty: 1480.657715
	Iteration 0F: 2 clusters Score -2460942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2447208.500000 Penalty: 2961.315430
	Iteration 0F: 3 clusters Score -2447208 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2452117.000000 Penalty: 2961.315430
	Iteration 1F: 3 clusters Score -2452117 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2452450.000000 Penalty: 2961.315430
	Iteration 2F: 3 clusters Score -2452450 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2452699.750000 Penalty: 2961.315430
	Iteration 3Q: 3 clusters Score -2452700 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2452888.250000 Penalty: 2961.315430
	Iteration 4Q: 3 clusters Score -2452888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2453090.750000 Penalty: 2961.315430
	Iteration 5Q: 3 clusters Score -2453091 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2453381.750000 Penalty: 2961.315430
	Iteration 6Q: 3 clusters Score -2453382 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2453759.500000 Penalty: 2961.315430
	Iteration 7Q: 3 clusters Score -2453760 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2454239.750000 Penalty: 2961.315430
	Iteration 8Q: 3 clusters Score -2454240 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2454906.000000 Penalty: 2961.315430
	Iteration 9F: 3 clusters Score -2454906 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2455807.250000 Penalty: 2961.315430
	Iteration 10F: 3 clusters Score -2455807 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2456941.000000 Penalty: 2961.315430
	Iteration 11F: 3 clusters Score -2456941 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2457989.000000 Penalty: 2961.315430
	Iteration 12F: 3 clusters Score -2457989 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2458744.000000 Penalty: 2961.315430
	Iteration 13Q: 3 clusters Score -2458744 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2459174.250000 Penalty: 2961.315430
	Iteration 14Q: 3 clusters Score -2459174 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2459418.500000 Penalty: 2961.315430
	Iteration 15Q: 3 clusters Score -2459418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2459541.250000 Penalty: 2961.315430
	Iteration 16Q: 3 clusters Score -2459541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2459606.250000 Penalty: 2961.315430
	Iteration 17Q: 3 clusters Score -2459606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2459636.750000 Penalty: 2961.315430
	Iteration 18Q: 3 clusters Score -2459637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2459651.000000 Penalty: 2961.315430
	Iteration 19Q: 3 clusters Score -2459651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2459674.750000 Penalty: 2961.315430
	Iteration 20F: 3 clusters Score -2459675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2459691.750000 Penalty: 2961.315430
	Iteration 21Q: 3 clusters Score -2459692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2459697.750000 Penalty: 2961.315430
	Iteration 22Q: 3 clusters Score -2459698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2459703.000000 Penalty: 2961.315430
	Iteration 23Q: 3 clusters Score -2459703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2459706.000000 Penalty: 2961.315430
	Iteration 24Q: 3 clusters Score -2459706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2459711.000000 Penalty: 2961.315430
	Iteration 25Q: 3 clusters Score -2459711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2459715.000000 Penalty: 2961.315430
	Iteration 26Q: 3 clusters Score -2459715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2459719.750000 Penalty: 2961.315430
	Iteration 27Q: 3 clusters Score -2459720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2459718.000000 Penalty: 2961.315430
	Iteration 28Q: 3 clusters Score -2459718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2459718.000000 Penalty: 2961.315430
	Iteration 29Q: 3 clusters Score -2459718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2459720.750000 Penalty: 2961.315430
	Iteration 30Q: 3 clusters Score -2459721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2459723.000000 Penalty: 2961.315430
	Iteration 31Q: 3 clusters Score -2459723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2459723.000000 Penalty: 2961.315430
	Iteration 32F: 3 clusters Score -2459723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Entering Unmasked Estep 
Score: -1944929.000000 Penalty: 1458.613037
	Iteration 0F: 2 clusters Score -1944929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1933075.625000 Penalty: 2917.226074
	Iteration 0F: 3 clusters Score -1933076 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1937167.375000 Penalty: 2917.226074
	Iteration 1F: 3 clusters Score -1937167 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1937523.125000 Penalty: 2917.226074
	Iteration 2F: 3 clusters Score -1937523 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1937787.875000 Penalty: 2917.226074
	Iteration 3Q: 3 clusters Score -1937788 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1938018.250000 Penalty: 2917.226074
	Iteration 4Q: 3 clusters Score -1938018 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1938220.875000 Penalty: 2917.226074
	Iteration 5Q: 3 clusters Score -1938221 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1938392.875000 Penalty: 2917.226074
	Iteration 6Q: 3 clusters Score -1938393 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1938531.250000 Penalty: 2917.226074
	Iteration 7Q: 3 clusters Score -1938531 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1938653.125000 Penalty: 2917.226074
	Iteration 8Q: 3 clusters Score -1938653 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1938758.500000 Penalty: 2917.226074
	Iteration 9Q: 3 clusters Score -1938758 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1938868.000000 Penalty: 2917.226074
	Iteration 10Q: 3 clusters Score -1938868 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1938978.000000 Penalty: 2917.226074
	Iteration 11Q: 3 clusters Score -1938978 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1939085.750000 Penalty: 2917.226074
	Iteration 12Q: 3 clusters Score -1939086 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1939184.250000 Penalty: 2917.226074
	Iteration 13Q: 3 clusters Score -1939184 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1939285.250000 Penalty: 2917.226074
	Iteration 14Q: 3 clusters Score -1939285 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1939390.375000 Penalty: 2917.226074
	Iteration 15Q: 3 clusters Score -1939390 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1939489.875000 Penalty: 2917.226074
	Iteration 16Q: 3 clusters Score -1939490 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1939570.375000 Penalty: 2917.226074
	Iteration 17Q: 3 clusters Score -1939570 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1939648.125000 Penalty: 2917.226074
	Iteration 18Q: 3 clusters Score -1939648 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1939716.000000 Penalty: 2917.226074
	Iteration 19Q: 3 clusters Score -1939716 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1939779.500000 Penalty: 2917.226074
	Iteration 20F: 3 clusters Score -1939780 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1939846.375000 Penalty: 2917.226074
	Iteration 21Q: 3 clusters Score -1939846 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1939900.375000 Penalty: 2917.226074
	Iteration 22Q: 3 clusters Score -1939900 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1939952.250000 Penalty: 2917.226074
	Iteration 23Q: 3 clusters Score -1939952 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1940005.250000 Penalty: 2917.226074
	Iteration 24Q: 3 clusters Score -1940005 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1940073.125000 Penalty: 2917.226074
	Iteration 25Q: 3 clusters Score -1940073 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1940132.000000 Penalty: 2917.226074
	Iteration 26Q: 3 clusters Score -1940132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1940197.375000 Penalty: 2917.226074
	Iteration 27Q: 3 clusters Score -1940197 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1940243.750000 Penalty: 2917.226074
	Iteration 28Q: 3 clusters Score -1940244 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1940300.000000 Penalty: 2917.226074
	Iteration 29Q: 3 clusters Score -1940300 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1940361.250000 Penalty: 2917.226074
	Iteration 30Q: 3 clusters Score -1940361 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1940427.375000 Penalty: 2917.226074
	Iteration 31Q: 3 clusters Score -1940427 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1940507.000000 Penalty: 2917.226074
	Iteration 32Q: 3 clusters Score -1940507 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1940598.250000 Penalty: 2917.226074
	Iteration 33Q: 3 clusters Score -1940598 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1940688.625000 Penalty: 2917.226074
	Iteration 34Q: 3 clusters Score -1940689 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1940792.250000 Penalty: 2917.226074
	Iteration 35Q: 3 clusters Score -1940792 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1940926.000000 Penalty: 2917.226074
	Iteration 36Q: 3 clusters Score -1940926 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1941111.375000 Penalty: 2917.226074
	Iteration 37Q: 3 clusters Score -1941111 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1941337.125000 Penalty: 2917.226074
	Iteration 38Q: 3 clusters Score -1941337 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1941611.750000 Penalty: 2917.226074
	Iteration 39Q: 3 clusters Score -1941612 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1941925.625000 Penalty: 2917.226074
	Iteration 40F: 3 clusters Score -1941926 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1942270.875000 Penalty: 2917.226074
	Iteration 41Q: 3 clusters Score -1942271 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1942625.500000 Penalty: 2917.226074
	Iteration 42Q: 3 clusters Score -1942626 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1942994.125000 Penalty: 2917.226074
	Iteration 43Q: 3 clusters Score -1942994 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1943312.875000 Penalty: 2917.226074
	Iteration 44Q: 3 clusters Score -1943313 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1943589.625000 Penalty: 2917.226074
	Iteration 45Q: 3 clusters Score -1943590 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1943795.125000 Penalty: 2917.226074
	Iteration 46Q: 3 clusters Score -1943795 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1943964.375000 Penalty: 2917.226074
	Iteration 47Q: 3 clusters Score -1943964 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1944067.500000 Penalty: 2917.226074
	Iteration 48Q: 3 clusters Score -1944068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1944147.250000 Penalty: 2917.226074
	Iteration 49Q: 3 clusters Score -1944147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1944211.000000 Penalty: 2917.226074
	Iteration 50Q: 3 clusters Score -1944211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1944258.125000 Penalty: 2917.226074
	Iteration 51Q: 3 clusters Score -1944258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1944301.125000 Penalty: 2917.226074
	Iteration 52Q: 3 clusters Score -1944301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1944323.000000 Penalty: 2917.226074
	Iteration 53Q: 3 clusters Score -1944323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1944335.750000 Penalty: 2917.226074
	Iteration 54Q: 3 clusters Score -1944336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1944339.000000 Penalty: 2917.226074
	Iteration 55Q: 3 clusters Score -1944339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1944348.000000 Penalty: 2917.226074
	Iteration 56Q: 3 clusters Score -1944348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1944356.875000 Penalty: 2917.226074
	Iteration 57Q: 3 clusters Score -1944357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1944362.875000 Penalty: 2917.226074
	Iteration 58Q: 3 clusters Score -1944363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1944369.500000 Penalty: 2917.226074
	Iteration 59Q: 3 clusters Score -1944370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1944380.000000 Penalty: 2917.226074
	Iteration 60F: 3 clusters Score -1944380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1944382.625000 Penalty: 2917.226074
	Iteration 61Q: 3 clusters Score -1944383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1944385.875000 Penalty: 2917.226074
	Iteration 62Q: 3 clusters Score -1944386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1944385.875000 Penalty: 2917.226074
	Iteration 63F: 3 clusters Score -1944386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -293722.750000 Penalty: 1175.449341
	Iteration 0F: 2 clusters Score -293722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -291430.062500 Penalty: 2350.898682
	Iteration 0F: 3 clusters Score -291430.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -292056.500000 Penalty: 2350.898682
	Iteration 1F: 3 clusters Score -292056.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -292193.531250 Penalty: 2350.898682
	Iteration 2F: 3 clusters Score -292193.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -292283.093750 Penalty: 2350.898682
	Iteration 3Q: 3 clusters Score -292283.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -292344.312500 Penalty: 2350.898682
	Iteration 4Q: 3 clusters Score -292344.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -292395.218750 Penalty: 2350.898682
	Iteration 5Q: 3 clusters Score -292395.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -292443.468750 Penalty: 2350.898682
	Iteration 6Q: 3 clusters Score -292443.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292475.125000 Penalty: 2350.898682
	Iteration 7Q: 3 clusters Score -292475.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -292501.968750 Penalty: 2350.898682
	Iteration 8Q: 3 clusters Score -292502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292523.500000 Penalty: 2350.898682
	Iteration 9Q: 3 clusters Score -292523.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -292540.625000 Penalty: 2350.898682
	Iteration 10Q: 3 clusters Score -292540.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -292551.718750 Penalty: 2350.898682
	Iteration 11Q: 3 clusters Score -292551.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -292564.468750 Penalty: 2350.898682
	Iteration 12Q: 3 clusters Score -292564.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -292583.781250 Penalty: 2350.898682
	Iteration 13Q: 3 clusters Score -292583.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -292601.218750 Penalty: 2350.898682
	Iteration 14Q: 3 clusters Score -292601.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292615.031250 Penalty: 2350.898682
	Iteration 15Q: 3 clusters Score -292615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -292622.125000 Penalty: 2350.898682
	Iteration 16Q: 3 clusters Score -292622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -292626.125000 Penalty: 2350.898682
	Iteration 17Q: 3 clusters Score -292626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -292629.031250 Penalty: 2350.898682
	Iteration 18Q: 3 clusters Score -292629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292632.562500 Penalty: 2350.898682
	Iteration 19Q: 3 clusters Score -292632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -292636.093750 Penalty: 2350.898682
	Iteration 20F: 3 clusters Score -292636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -292638.968750 Penalty: 2350.898682
	Iteration 21Q: 3 clusters Score -292639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -292640.656250 Penalty: 2350.898682
	Iteration 22Q: 3 clusters Score -292640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -292642.250000 Penalty: 2350.898682
	Iteration 23Q: 3 clusters Score -292642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292642.875000 Penalty: 2350.898682
	Iteration 24Q: 3 clusters Score -292642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292642.875000 Penalty: 2350.898682
	Iteration 25F: 3 clusters Score -292642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -679087.875000 Penalty: 1311.196045
	Iteration 0F: 2 clusters Score -679087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -674369.312500 Penalty: 2622.392090
	Iteration 0F: 3 clusters Score -674369.3 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -675916.250000 Penalty: 2622.392090
	Iteration 1F: 3 clusters Score -675916.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -676241.687500 Penalty: 2622.392090
	Iteration 2F: 3 clusters Score -676241.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -676478.625000 Penalty: 2622.392090
	Iteration 3F: 3 clusters Score -676478.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -676686.937500 Penalty: 2622.392090
	Iteration 4F: 3 clusters Score -676686.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -676868.437500 Penalty: 2622.392090
	Iteration 5Q: 3 clusters Score -676868.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -677028.562500 Penalty: 2622.392090
	Iteration 6Q: 3 clusters Score -677028.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -677166.375000 Penalty: 2622.392090
	Iteration 7Q: 3 clusters Score -677166.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -677276.562500 Penalty: 2622.392090
	Iteration 8Q: 3 clusters Score -677276.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -677364.187500 Penalty: 2622.392090
	Iteration 9Q: 3 clusters Score -677364.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -677446.937500 Penalty: 2622.392090
	Iteration 10Q: 3 clusters Score -677446.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -677507.750000 Penalty: 2622.392090
	Iteration 11Q: 3 clusters Score -677507.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -677556.812500 Penalty: 2622.392090
	Iteration 12Q: 3 clusters Score -677556.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -677610.625000 Penalty: 2622.392090
	Iteration 13Q: 3 clusters Score -677610.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -677648.875000 Penalty: 2622.392090
	Iteration 14Q: 3 clusters Score -677648.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -677681.375000 Penalty: 2622.392090
	Iteration 15Q: 3 clusters Score -677681.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -677706.250000 Penalty: 2622.392090
	Iteration 16Q: 3 clusters Score -677706.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -677729.937500 Penalty: 2622.392090
	Iteration 17Q: 3 clusters Score -677729.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -677755.062500 Penalty: 2622.392090
	Iteration 18Q: 3 clusters Score -677755.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -677780.687500 Penalty: 2622.392090
	Iteration 19Q: 3 clusters Score -677780.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -677809.375000 Penalty: 2622.392090
	Iteration 20F: 3 clusters Score -677809.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -677832.625000 Penalty: 2622.392090
	Iteration 21Q: 3 clusters Score -677832.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -677862.187500 Penalty: 2622.392090
	Iteration 22Q: 3 clusters Score -677862.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -677886.250000 Penalty: 2622.392090
	Iteration 23Q: 3 clusters Score -677886.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -677903.750000 Penalty: 2622.392090
	Iteration 24Q: 3 clusters Score -677903.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -677915.125000 Penalty: 2622.392090
	Iteration 25Q: 3 clusters Score -677915.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -677928.375000 Penalty: 2622.392090
	Iteration 26Q: 3 clusters Score -677928.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -677938.375000 Penalty: 2622.392090
	Iteration 27Q: 3 clusters Score -677938.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -677948.062500 Penalty: 2622.392090
	Iteration 28Q: 3 clusters Score -677948.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -677958.000000 Penalty: 2622.392090
	Iteration 29Q: 3 clusters Score -677958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -677968.562500 Penalty: 2622.392090
	Iteration 30Q: 3 clusters Score -677968.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -677978.000000 Penalty: 2622.392090
	Iteration 31Q: 3 clusters Score -677978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -677986.125000 Penalty: 2622.392090
	Iteration 32Q: 3 clusters Score -677986.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -677989.312500 Penalty: 2622.392090
	Iteration 33Q: 3 clusters Score -677989.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -677999.375000 Penalty: 2622.392090
	Iteration 34Q: 3 clusters Score -677999.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -678007.937500 Penalty: 2622.392090
	Iteration 35Q: 3 clusters Score -678007.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -678013.687500 Penalty: 2622.392090
	Iteration 36Q: 3 clusters Score -678013.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -678023.312500 Penalty: 2622.392090
	Iteration 37Q: 3 clusters Score -678023.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -678030.500000 Penalty: 2622.392090
	Iteration 38Q: 3 clusters Score -678030.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -678039.500000 Penalty: 2622.392090
	Iteration 39Q: 3 clusters Score -678039.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -678048.875000 Penalty: 2622.392090
	Iteration 40F: 3 clusters Score -678048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -678054.000000 Penalty: 2622.392090
	Iteration 41Q: 3 clusters Score -678054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -678062.000000 Penalty: 2622.392090
	Iteration 42Q: 3 clusters Score -678062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -678063.687500 Penalty: 2622.392090
	Iteration 43Q: 3 clusters Score -678063.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -678068.375000 Penalty: 2622.392090
	Iteration 44Q: 3 clusters Score -678068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -678070.750000 Penalty: 2622.392090
	Iteration 45Q: 3 clusters Score -678070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -678072.250000 Penalty: 2622.392090
	Iteration 46Q: 3 clusters Score -678072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -678073.437500 Penalty: 2622.392090
	Iteration 47Q: 3 clusters Score -678073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -678076.062500 Penalty: 2622.392090
	Iteration 48Q: 3 clusters Score -678076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -678078.937500 Penalty: 2622.392090
	Iteration 49Q: 3 clusters Score -678078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -678081.250000 Penalty: 2622.392090
	Iteration 50Q: 3 clusters Score -678081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -678084.625000 Penalty: 2622.392090
	Iteration 51Q: 3 clusters Score -678084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -678088.437500 Penalty: 2622.392090
	Iteration 52Q: 3 clusters Score -678088.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -678091.687500 Penalty: 2622.392090
	Iteration 53Q: 3 clusters Score -678091.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -678091.937500 Penalty: 2622.392090
	Iteration 54Q: 3 clusters Score -678091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -678092.437500 Penalty: 2622.392090
	Iteration 55Q: 3 clusters Score -678092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -678094.812500 Penalty: 2622.392090
	Iteration 56Q: 3 clusters Score -678094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -678096.062500 Penalty: 2622.392090
	Iteration 57Q: 3 clusters Score -678096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -678097.000000 Penalty: 2622.392090
	Iteration 58Q: 3 clusters Score -678097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -678098.687500 Penalty: 2622.392090
	Iteration 59Q: 3 clusters Score -678098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -678099.187500 Penalty: 2622.392090
	Iteration 60F: 3 clusters Score -678099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -678099.937500 Penalty: 2622.392090
	Iteration 61Q: 3 clusters Score -678099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -678100.750000 Penalty: 2622.392090
	Iteration 62Q: 3 clusters Score -678100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -678102.187500 Penalty: 2622.392090
	Iteration 63Q: 3 clusters Score -678102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -678102.937500 Penalty: 2622.392090
	Iteration 64Q: 3 clusters Score -678102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -678105.500000 Penalty: 2622.392090
	Iteration 65Q: 3 clusters Score -678105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -678109.000000 Penalty: 2622.392090
	Iteration 66Q: 3 clusters Score -678109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -678110.250000 Penalty: 2622.392090
	Iteration 67Q: 3 clusters Score -678110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -678114.500000 Penalty: 2622.392090
	Iteration 68Q: 3 clusters Score -678114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -678115.875000 Penalty: 2622.392090
	Iteration 69Q: 3 clusters Score -678115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -678120.125000 Penalty: 2622.392090
	Iteration 70Q: 3 clusters Score -678120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -678121.437500 Penalty: 2622.392090
	Iteration 71Q: 3 clusters Score -678121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -678120.187500 Penalty: 2622.392090
	Iteration 72Q: 3 clusters Score -678120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -678123.250000 Penalty: 2622.392090
	Iteration 73Q: 3 clusters Score -678123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -678124.312500 Penalty: 2622.392090
	Iteration 74Q: 3 clusters Score -678124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -678123.250000 Penalty: 2622.392090
	Iteration 75Q: 3 clusters Score -678123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -678124.937500 Penalty: 2622.392090
	Iteration 76Q: 3 clusters Score -678124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -678125.625000 Penalty: 2622.392090
	Iteration 77Q: 3 clusters Score -678125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -678126.500000 Penalty: 2622.392090
	Iteration 78Q: 3 clusters Score -678126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -678126.562500 Penalty: 2622.392090
	Iteration 79Q: 3 clusters Score -678126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -678127.625000 Penalty: 2622.392090
	Iteration 80F: 3 clusters Score -678127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -678129.437500 Penalty: 2622.392090
	Iteration 81Q: 3 clusters Score -678129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -678130.187500 Penalty: 2622.392090
	Iteration 82Q: 3 clusters Score -678130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -678129.375000 Penalty: 2622.392090
	Iteration 83Q: 3 clusters Score -678129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -678131.437500 Penalty: 2622.392090
	Iteration 84Q: 3 clusters Score -678131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -678132.125000 Penalty: 2622.392090
	Iteration 85Q: 3 clusters Score -678132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -678133.500000 Penalty: 2622.392090
	Iteration 86Q: 3 clusters Score -678133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -678134.062500 Penalty: 2622.392090
	Iteration 87Q: 3 clusters Score -678134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -678135.187500 Penalty: 2622.392090
	Iteration 88Q: 3 clusters Score -678135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -678136.562500 Penalty: 2622.392090
	Iteration 89Q: 3 clusters Score -678136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -678138.187500 Penalty: 2622.392090
	Iteration 90Q: 3 clusters Score -678138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -678140.437500 Penalty: 2622.392090
	Iteration 91Q: 3 clusters Score -678140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -678139.625000 Penalty: 2622.392090
	Iteration 92Q: 3 clusters Score -678139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -678142.000000 Penalty: 2622.392090
	Iteration 93Q: 3 clusters Score -678142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -678143.312500 Penalty: 2622.392090
	Iteration 94Q: 3 clusters Score -678143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -678144.375000 Penalty: 2622.392090
	Iteration 95Q: 3 clusters Score -678144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -678145.125000 Penalty: 2622.392090
	Iteration 96Q: 3 clusters Score -678145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -678146.000000 Penalty: 2622.392090
	Iteration 97Q: 3 clusters Score -678146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -678146.187500 Penalty: 2622.392090
	Iteration 98Q: 3 clusters Score -678146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -678146.375000 Penalty: 2622.392090
	Iteration 99Q: 3 clusters Score -678146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -678147.187500 Penalty: 2622.392090
	Iteration 100F: 3 clusters Score -678147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678145.750000 Penalty: 2622.392090
	Iteration 101Q: 3 clusters Score -678145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678145.750000 Penalty: 2622.392090
	Iteration 102F: 3 clusters Score -678145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -753066.312500 Penalty: 1310.262085
	Iteration 0F: 2 clusters Score -753066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -748408.750000 Penalty: 2620.524170
	Iteration 0F: 3 clusters Score -748408.8 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -749816.875000 Penalty: 2620.524170
	Iteration 1F: 3 clusters Score -749816.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -750054.187500 Penalty: 2620.524170
	Iteration 2F: 3 clusters Score -750054.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -750202.000000 Penalty: 2620.524170
	Iteration 3Q: 3 clusters Score -750202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -750341.187500 Penalty: 2620.524170
	Iteration 4Q: 3 clusters Score -750341.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -750457.625000 Penalty: 2620.524170
	Iteration 5Q: 3 clusters Score -750457.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -750562.125000 Penalty: 2620.524170
	Iteration 6Q: 3 clusters Score -750562.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -750654.250000 Penalty: 2620.524170
	Iteration 7Q: 3 clusters Score -750654.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -750754.000000 Penalty: 2620.524170
	Iteration 8Q: 3 clusters Score -750754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -750877.687500 Penalty: 2620.524170
	Iteration 9Q: 3 clusters Score -750877.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -751005.875000 Penalty: 2620.524170
	Iteration 10Q: 3 clusters Score -751005.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -751111.500000 Penalty: 2620.524170
	Iteration 11Q: 3 clusters Score -751111.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -751229.750000 Penalty: 2620.524170
	Iteration 12Q: 3 clusters Score -751229.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -751359.750000 Penalty: 2620.524170
	Iteration 13Q: 3 clusters Score -751359.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -751498.625000 Penalty: 2620.524170
	Iteration 14Q: 3 clusters Score -751498.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -751626.750000 Penalty: 2620.524170
	Iteration 15Q: 3 clusters Score -751626.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -751732.500000 Penalty: 2620.524170
	Iteration 16Q: 3 clusters Score -751732.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -751821.625000 Penalty: 2620.524170
	Iteration 17Q: 3 clusters Score -751821.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -751909.750000 Penalty: 2620.524170
	Iteration 18Q: 3 clusters Score -751909.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -751968.687500 Penalty: 2620.524170
	Iteration 19Q: 3 clusters Score -751968.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -752008.250000 Penalty: 2620.524170
	Iteration 20F: 3 clusters Score -752008.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -752049.062500 Penalty: 2620.524170
	Iteration 21Q: 3 clusters Score -752049.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -752087.750000 Penalty: 2620.524170
	Iteration 22Q: 3 clusters Score -752087.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -752119.937500 Penalty: 2620.524170
	Iteration 23Q: 3 clusters Score -752119.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -752146.500000 Penalty: 2620.524170
	Iteration 24Q: 3 clusters Score -752146.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -752167.062500 Penalty: 2620.524170
	Iteration 25Q: 3 clusters Score -752167.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -752191.375000 Penalty: 2620.524170
	Iteration 26Q: 3 clusters Score -752191.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -752212.812500 Penalty: 2620.524170
	Iteration 27Q: 3 clusters Score -752212.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -752235.625000 Penalty: 2620.524170
	Iteration 28Q: 3 clusters Score -752235.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -752251.750000 Penalty: 2620.524170
	Iteration 29Q: 3 clusters Score -752251.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -752264.687500 Penalty: 2620.524170
	Iteration 30Q: 3 clusters Score -752264.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -752277.187500 Penalty: 2620.524170
	Iteration 31Q: 3 clusters Score -752277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -752284.250000 Penalty: 2620.524170
	Iteration 32Q: 3 clusters Score -752284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -752293.125000 Penalty: 2620.524170
	Iteration 33Q: 3 clusters Score -752293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -752302.000000 Penalty: 2620.524170
	Iteration 34Q: 3 clusters Score -752302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -752313.687500 Penalty: 2620.524170
	Iteration 35Q: 3 clusters Score -752313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -752321.062500 Penalty: 2620.524170
	Iteration 36Q: 3 clusters Score -752321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -752325.625000 Penalty: 2620.524170
	Iteration 37Q: 3 clusters Score -752325.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -752335.937500 Penalty: 2620.524170
	Iteration 38Q: 3 clusters Score -752335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -752346.562500 Penalty: 2620.524170
	Iteration 39Q: 3 clusters Score -752346.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -752358.687500 Penalty: 2620.524170
	Iteration 40F: 3 clusters Score -752358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -752366.437500 Penalty: 2620.524170
	Iteration 41Q: 3 clusters Score -752366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -752370.000000 Penalty: 2620.524170
	Iteration 42Q: 3 clusters Score -752370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -752376.687500 Penalty: 2620.524170
	Iteration 43Q: 3 clusters Score -752376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -752380.312500 Penalty: 2620.524170
	Iteration 44Q: 3 clusters Score -752380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -752384.500000 Penalty: 2620.524170
	Iteration 45Q: 3 clusters Score -752384.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -752391.750000 Penalty: 2620.524170
	Iteration 46Q: 3 clusters Score -752391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -752395.875000 Penalty: 2620.524170
	Iteration 47Q: 3 clusters Score -752395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -752400.812500 Penalty: 2620.524170
	Iteration 48Q: 3 clusters Score -752400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -752402.187500 Penalty: 2620.524170
	Iteration 49Q: 3 clusters Score -752402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -752406.562500 Penalty: 2620.524170
	Iteration 50Q: 3 clusters Score -752406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -752409.000000 Penalty: 2620.524170
	Iteration 51Q: 3 clusters Score -752409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -752413.625000 Penalty: 2620.524170
	Iteration 52Q: 3 clusters Score -752413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -752415.437500 Penalty: 2620.524170
	Iteration 53Q: 3 clusters Score -752415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -752420.125000 Penalty: 2620.524170
	Iteration 54Q: 3 clusters Score -752420.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -752426.125000 Penalty: 2620.524170
	Iteration 55Q: 3 clusters Score -752426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -752428.875000 Penalty: 2620.524170
	Iteration 56Q: 3 clusters Score -752428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -752433.375000 Penalty: 2620.524170
	Iteration 57Q: 3 clusters Score -752433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -752436.562500 Penalty: 2620.524170
	Iteration 58Q: 3 clusters Score -752436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -752441.687500 Penalty: 2620.524170
	Iteration 59Q: 3 clusters Score -752441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -752442.312500 Penalty: 2620.524170
	Iteration 60F: 3 clusters Score -752442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -752446.500000 Penalty: 2620.524170
	Iteration 61Q: 3 clusters Score -752446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -752450.312500 Penalty: 2620.524170
	Iteration 62Q: 3 clusters Score -752450.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -752458.000000 Penalty: 2620.524170
	Iteration 63Q: 3 clusters Score -752458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -752462.125000 Penalty: 2620.524170
	Iteration 64Q: 3 clusters Score -752462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -752467.812500 Penalty: 2620.524170
	Iteration 65Q: 3 clusters Score -752467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -752470.062500 Penalty: 2620.524170
	Iteration 66Q: 3 clusters Score -752470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -752473.687500 Penalty: 2620.524170
	Iteration 67Q: 3 clusters Score -752473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -752474.750000 Penalty: 2620.524170
	Iteration 68Q: 3 clusters Score -752474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -752474.312500 Penalty: 2620.524170
	Iteration 69Q: 3 clusters Score -752474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -752474.125000 Penalty: 2620.524170
	Iteration 70Q: 3 clusters Score -752474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -752474.625000 Penalty: 2620.524170
	Iteration 71Q: 3 clusters Score -752474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -752474.625000 Penalty: 2620.524170
	Iteration 72F: 3 clusters Score -752474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -30438.638672 Penalty: 919.586487
	Iteration 0F: 2 clusters Score -30438.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29632.126953 Penalty: 1839.172974
	Iteration 0F: 3 clusters Score -29632.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29930.972656 Penalty: 1839.172974
	Iteration 1F: 3 clusters Score -29930.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30066.820312 Penalty: 1839.172974
	Iteration 2F: 3 clusters Score -30066.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30177.220703 Penalty: 1839.172974
	Iteration 3Q: 3 clusters Score -30177.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30259.923828 Penalty: 1839.172974
	Iteration 4Q: 3 clusters Score -30259.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30305.236328 Penalty: 1839.172974
	Iteration 5Q: 3 clusters Score -30305.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30339.062500 Penalty: 1839.172974
	Iteration 6Q: 3 clusters Score -30339.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30369.732422 Penalty: 1839.172974
	Iteration 7Q: 3 clusters Score -30369.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30381.892578 Penalty: 1839.172974
	Iteration 8Q: 3 clusters Score -30381.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30396.478516 Penalty: 1839.172974
	Iteration 9Q: 3 clusters Score -30396.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30401.398438 Penalty: 1839.172974
	Iteration 10Q: 3 clusters Score -30401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30402.300781 Penalty: 1839.172974
	Iteration 11Q: 3 clusters Score -30402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30407.384766 Penalty: 1839.172974
	Iteration 12Q: 3 clusters Score -30407.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30412.298828 Penalty: 1839.172974
	Iteration 13Q: 3 clusters Score -30412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30422.480469 Penalty: 1839.172974
	Iteration 14Q: 3 clusters Score -30422.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30436.271484 Penalty: 1839.172974
	Iteration 15Q: 3 clusters Score -30436.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30466.025391 Penalty: 1839.172974
	Iteration 16Q: 3 clusters Score -30466.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30475.769531 Penalty: 1839.172974
	Iteration 17Q: 3 clusters Score -30475.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30488.638672 Penalty: 1839.172974
	Iteration 18Q: 3 clusters Score -30488.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30505.964844 Penalty: 1839.172974
	Iteration 19Q: 3 clusters Score -30505.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30508.625000 Penalty: 1839.172974
	Iteration 20F: 3 clusters Score -30508.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30511.726562 Penalty: 1839.172974
	Iteration 21Q: 3 clusters Score -30511.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30513.652344 Penalty: 1839.172974
	Iteration 22Q: 3 clusters Score -30513.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30513.652344 Penalty: 1839.172974
	Iteration 23F: 3 clusters Score -30513.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46534 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31929 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67377 members 
Mstep: Class 19 contains 68296 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66949 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39484 members 
Mstep: Class 33 contains 36064 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87040 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 257 members 
Entering Unmasked Estep 
Score: -111047504.000000 Penalty: 123378.664062
Splitting cluster 41 changes total score from -111048592.000000 to -111047504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (45848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Entering Unmasked Estep 
Score: -5339090.500000 Penalty: 1597.083374
	Iteration 0F: 2 clusters Score -5339090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5309123.000000 Penalty: 3194.166748
	Iteration 0F: 3 clusters Score -5309123 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5321182.000000 Penalty: 3194.166748
	Iteration 1F: 3 clusters Score -5321182 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5321965.000000 Penalty: 3194.166748
	Iteration 2Q: 3 clusters Score -5321965 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -5322735.000000 Penalty: 3194.166748
	Iteration 3Q: 3 clusters Score -5322735 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5323525.000000 Penalty: 3194.166748
	Iteration 4Q: 3 clusters Score -5323525 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -5324270.000000 Penalty: 3194.166748
	Iteration 5Q: 3 clusters Score -5324270 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5325037.500000 Penalty: 3194.166748
	Iteration 6Q: 3 clusters Score -5325038 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5325877.500000 Penalty: 3194.166748
	Iteration 7Q: 3 clusters Score -5325878 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5326845.000000 Penalty: 3194.166748
	Iteration 8Q: 3 clusters Score -5326845 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5327960.500000 Penalty: 3194.166748
	Iteration 9Q: 3 clusters Score -5327960 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -5329253.500000 Penalty: 3194.166748
	Iteration 10Q: 3 clusters Score -5329254 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5330708.000000 Penalty: 3194.166748
	Iteration 11Q: 3 clusters Score -5330708 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -5332156.000000 Penalty: 3194.166748
	Iteration 12Q: 3 clusters Score -5332156 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5333382.000000 Penalty: 3194.166748
	Iteration 13Q: 3 clusters Score -5333382 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5334452.000000 Penalty: 3194.166748
	Iteration 14Q: 3 clusters Score -5334452 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5335370.000000 Penalty: 3194.166748
	Iteration 15Q: 3 clusters Score -5335370 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5336036.000000 Penalty: 3194.166748
	Iteration 16Q: 3 clusters Score -5336036 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5336563.000000 Penalty: 3194.166748
	Iteration 17Q: 3 clusters Score -5336563 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5336941.000000 Penalty: 3194.166748
	Iteration 18Q: 3 clusters Score -5336941 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5337222.000000 Penalty: 3194.166748
	Iteration 19Q: 3 clusters Score -5337222 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5337393.000000 Penalty: 3194.166748
	Iteration 20F: 3 clusters Score -5337393 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5337518.000000 Penalty: 3194.166748
	Iteration 21Q: 3 clusters Score -5337518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -5337620.500000 Penalty: 3194.166748
	Iteration 22Q: 3 clusters Score -5337620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5337683.000000 Penalty: 3194.166748
	Iteration 23Q: 3 clusters Score -5337683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -5337717.000000 Penalty: 3194.166748
	Iteration 24Q: 3 clusters Score -5337717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5337738.000000 Penalty: 3194.166748
	Iteration 25Q: 3 clusters Score -5337738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -5337738.000000 Penalty: 3194.166748
	Iteration 26Q: 3 clusters Score -5337738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5337755.500000 Penalty: 3194.166748
	Iteration 27Q: 3 clusters Score -5337756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -5337758.000000 Penalty: 3194.166748
	Iteration 28Q: 3 clusters Score -5337758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5337760.000000 Penalty: 3194.166748
	Iteration 29Q: 3 clusters Score -5337760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5337760.500000 Penalty: 3194.166748
	Iteration 30Q: 3 clusters Score -5337760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -5337761.000000 Penalty: 3194.166748
	Iteration 31Q: 3 clusters Score -5337761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -5337758.000000 Penalty: 3194.166748
	Iteration 32Q: 3 clusters Score -5337758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -5337763.000000 Penalty: 3194.166748
	Iteration 33Q: 3 clusters Score -5337763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -5337765.000000 Penalty: 3194.166748
	Iteration 34Q: 3 clusters Score -5337765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -5337773.000000 Penalty: 3194.166748
	Iteration 35Q: 3 clusters Score -5337773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5337770.500000 Penalty: 3194.166748
	Iteration 36Q: 3 clusters Score -5337770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5337771.500000 Penalty: 3194.166748
	Iteration 37Q: 3 clusters Score -5337772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5337773.000000 Penalty: 3194.166748
	Iteration 38Q: 3 clusters Score -5337773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5337773.000000 Penalty: 3194.166748
	Iteration 39F: 3 clusters Score -5337773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -953529.812500 Penalty: 1339.014648
	Iteration 0F: 2 clusters Score -953529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -947915.437500 Penalty: 2678.029297
	Iteration 0F: 3 clusters Score -947915.4 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -949700.875000 Penalty: 2678.029297
	Iteration 1F: 3 clusters Score -949700.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -949971.500000 Penalty: 2678.029297
	Iteration 2F: 3 clusters Score -949971.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -950142.937500 Penalty: 2678.029297
	Iteration 3Q: 3 clusters Score -950142.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -950254.125000 Penalty: 2678.029297
	Iteration 4Q: 3 clusters Score -950254.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -950335.687500 Penalty: 2678.029297
	Iteration 5Q: 3 clusters Score -950335.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -950398.000000 Penalty: 2678.029297
	Iteration 6Q: 3 clusters Score -950398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -950444.375000 Penalty: 2678.029297
	Iteration 7Q: 3 clusters Score -950444.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -950483.562500 Penalty: 2678.029297
	Iteration 8Q: 3 clusters Score -950483.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -950517.562500 Penalty: 2678.029297
	Iteration 9Q: 3 clusters Score -950517.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -950552.562500 Penalty: 2678.029297
	Iteration 10Q: 3 clusters Score -950552.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -950590.062500 Penalty: 2678.029297
	Iteration 11Q: 3 clusters Score -950590.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -950640.187500 Penalty: 2678.029297
	Iteration 12Q: 3 clusters Score -950640.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -950689.812500 Penalty: 2678.029297
	Iteration 13Q: 3 clusters Score -950689.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -950737.437500 Penalty: 2678.029297
	Iteration 14Q: 3 clusters Score -950737.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -950784.062500 Penalty: 2678.029297
	Iteration 15Q: 3 clusters Score -950784.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -950839.500000 Penalty: 2678.029297
	Iteration 16Q: 3 clusters Score -950839.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -950903.625000 Penalty: 2678.029297
	Iteration 17Q: 3 clusters Score -950903.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -950994.312500 Penalty: 2678.029297
	Iteration 18Q: 3 clusters Score -950994.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -951109.937500 Penalty: 2678.029297
	Iteration 19Q: 3 clusters Score -951109.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -951236.687500 Penalty: 2678.029297
	Iteration 20F: 3 clusters Score -951236.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -951388.625000 Penalty: 2678.029297
	Iteration 21Q: 3 clusters Score -951388.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -951557.437500 Penalty: 2678.029297
	Iteration 22Q: 3 clusters Score -951557.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -951701.812500 Penalty: 2678.029297
	Iteration 23Q: 3 clusters Score -951701.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -951835.750000 Penalty: 2678.029297
	Iteration 24Q: 3 clusters Score -951835.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -951953.500000 Penalty: 2678.029297
	Iteration 25Q: 3 clusters Score -951953.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -952061.375000 Penalty: 2678.029297
	Iteration 26Q: 3 clusters Score -952061.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -952161.937500 Penalty: 2678.029297
	Iteration 27Q: 3 clusters Score -952161.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -952243.000000 Penalty: 2678.029297
	Iteration 28Q: 3 clusters Score -952243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -952292.125000 Penalty: 2678.029297
	Iteration 29Q: 3 clusters Score -952292.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -952329.437500 Penalty: 2678.029297
	Iteration 30Q: 3 clusters Score -952329.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -952365.312500 Penalty: 2678.029297
	Iteration 31Q: 3 clusters Score -952365.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -952402.250000 Penalty: 2678.029297
	Iteration 32Q: 3 clusters Score -952402.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -952434.062500 Penalty: 2678.029297
	Iteration 33Q: 3 clusters Score -952434.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -952456.125000 Penalty: 2678.029297
	Iteration 34Q: 3 clusters Score -952456.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -952480.812500 Penalty: 2678.029297
	Iteration 35Q: 3 clusters Score -952480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -952491.562500 Penalty: 2678.029297
	Iteration 36Q: 3 clusters Score -952491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -952503.375000 Penalty: 2678.029297
	Iteration 37Q: 3 clusters Score -952503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -952510.562500 Penalty: 2678.029297
	Iteration 38Q: 3 clusters Score -952510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -952515.687500 Penalty: 2678.029297
	Iteration 39Q: 3 clusters Score -952515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -952524.625000 Penalty: 2678.029297
	Iteration 40F: 3 clusters Score -952524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -952534.000000 Penalty: 2678.029297
	Iteration 41Q: 3 clusters Score -952534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -952545.125000 Penalty: 2678.029297
	Iteration 42Q: 3 clusters Score -952545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -952553.000000 Penalty: 2678.029297
	Iteration 43Q: 3 clusters Score -952553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -952555.750000 Penalty: 2678.029297
	Iteration 44Q: 3 clusters Score -952555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -952556.625000 Penalty: 2678.029297
	Iteration 45Q: 3 clusters Score -952556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -952555.875000 Penalty: 2678.029297
	Iteration 46Q: 3 clusters Score -952555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -952555.875000 Penalty: 2678.029297
	Iteration 47F: 3 clusters Score -952555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Entering Unmasked Estep 
Score: -1343213.750000 Penalty: 1398.530518
	Iteration 0F: 2 clusters Score -1343214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1335273.000000 Penalty: 2797.061035
	Iteration 0F: 3 clusters Score -1335273 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1337984.000000 Penalty: 2797.061035
	Iteration 1F: 3 clusters Score -1337984 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1338366.500000 Penalty: 2797.061035
	Iteration 2F: 3 clusters Score -1338366 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1338659.500000 Penalty: 2797.061035
	Iteration 3F: 3 clusters Score -1338660 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1338924.125000 Penalty: 2797.061035
	Iteration 4Q: 3 clusters Score -1338924 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1339154.375000 Penalty: 2797.061035
	Iteration 5Q: 3 clusters Score -1339154 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1339351.250000 Penalty: 2797.061035
	Iteration 6Q: 3 clusters Score -1339351 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1339590.750000 Penalty: 2797.061035
	Iteration 7Q: 3 clusters Score -1339591 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1339842.000000 Penalty: 2797.061035
	Iteration 8Q: 3 clusters Score -1339842 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1340117.750000 Penalty: 2797.061035
	Iteration 9Q: 3 clusters Score -1340118 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1340414.000000 Penalty: 2797.061035
	Iteration 10Q: 3 clusters Score -1340414 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1340688.250000 Penalty: 2797.061035
	Iteration 11Q: 3 clusters Score -1340688 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1340917.375000 Penalty: 2797.061035
	Iteration 12Q: 3 clusters Score -1340917 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1341098.125000 Penalty: 2797.061035
	Iteration 13Q: 3 clusters Score -1341098 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1341213.750000 Penalty: 2797.061035
	Iteration 14Q: 3 clusters Score -1341214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1341298.125000 Penalty: 2797.061035
	Iteration 15Q: 3 clusters Score -1341298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1341366.875000 Penalty: 2797.061035
	Iteration 16Q: 3 clusters Score -1341367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1341426.000000 Penalty: 2797.061035
	Iteration 17Q: 3 clusters Score -1341426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1341477.250000 Penalty: 2797.061035
	Iteration 18Q: 3 clusters Score -1341477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1341521.000000 Penalty: 2797.061035
	Iteration 19Q: 3 clusters Score -1341521 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1341549.750000 Penalty: 2797.061035
	Iteration 20F: 3 clusters Score -1341550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1341586.500000 Penalty: 2797.061035
	Iteration 21Q: 3 clusters Score -1341586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1341628.625000 Penalty: 2797.061035
	Iteration 22Q: 3 clusters Score -1341629 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1341670.875000 Penalty: 2797.061035
	Iteration 23Q: 3 clusters Score -1341671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1341704.125000 Penalty: 2797.061035
	Iteration 24Q: 3 clusters Score -1341704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1341743.875000 Penalty: 2797.061035
	Iteration 25Q: 3 clusters Score -1341744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1341776.250000 Penalty: 2797.061035
	Iteration 26Q: 3 clusters Score -1341776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1341809.875000 Penalty: 2797.061035
	Iteration 27Q: 3 clusters Score -1341810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1341839.875000 Penalty: 2797.061035
	Iteration 28Q: 3 clusters Score -1341840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1341860.125000 Penalty: 2797.061035
	Iteration 29Q: 3 clusters Score -1341860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1341885.750000 Penalty: 2797.061035
	Iteration 30Q: 3 clusters Score -1341886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1341903.875000 Penalty: 2797.061035
	Iteration 31Q: 3 clusters Score -1341904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1341924.250000 Penalty: 2797.061035
	Iteration 32Q: 3 clusters Score -1341924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1341937.750000 Penalty: 2797.061035
	Iteration 33Q: 3 clusters Score -1341938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1341948.750000 Penalty: 2797.061035
	Iteration 34Q: 3 clusters Score -1341949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1341974.125000 Penalty: 2797.061035
	Iteration 35Q: 3 clusters Score -1341974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1341981.125000 Penalty: 2797.061035
	Iteration 36Q: 3 clusters Score -1341981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1341990.750000 Penalty: 2797.061035
	Iteration 37Q: 3 clusters Score -1341991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1342002.500000 Penalty: 2797.061035
	Iteration 38Q: 3 clusters Score -1342002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1342005.875000 Penalty: 2797.061035
	Iteration 39Q: 3 clusters Score -1342006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1342016.625000 Penalty: 2797.061035
	Iteration 40F: 3 clusters Score -1342017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1342022.375000 Penalty: 2797.061035
	Iteration 41Q: 3 clusters Score -1342022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1342037.750000 Penalty: 2797.061035
	Iteration 42Q: 3 clusters Score -1342038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1342039.625000 Penalty: 2797.061035
	Iteration 43Q: 3 clusters Score -1342040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1342046.250000 Penalty: 2797.061035
	Iteration 44Q: 3 clusters Score -1342046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1342050.125000 Penalty: 2797.061035
	Iteration 45Q: 3 clusters Score -1342050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1342059.750000 Penalty: 2797.061035
	Iteration 46Q: 3 clusters Score -1342060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1342065.875000 Penalty: 2797.061035
	Iteration 47Q: 3 clusters Score -1342066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1342070.375000 Penalty: 2797.061035
	Iteration 48Q: 3 clusters Score -1342070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1342073.000000 Penalty: 2797.061035
	Iteration 49Q: 3 clusters Score -1342073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1342075.000000 Penalty: 2797.061035
	Iteration 50Q: 3 clusters Score -1342075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1342075.500000 Penalty: 2797.061035
	Iteration 51Q: 3 clusters Score -1342076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1342078.375000 Penalty: 2797.061035
	Iteration 52Q: 3 clusters Score -1342078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1342081.375000 Penalty: 2797.061035
	Iteration 53Q: 3 clusters Score -1342081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1342082.125000 Penalty: 2797.061035
	Iteration 54Q: 3 clusters Score -1342082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1342082.125000 Penalty: 2797.061035
	Iteration 55F: 3 clusters Score -1342082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -278057.312500 Penalty: 1165.285522
	Iteration 0F: 2 clusters Score -278057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -275856.781250 Penalty: 2330.571045
	Iteration 0F: 3 clusters Score -275856.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276404.343750 Penalty: 2330.571045
	Iteration 1F: 3 clusters Score -276404.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -276593.062500 Penalty: 2330.571045
	Iteration 2F: 3 clusters Score -276593.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -276716.031250 Penalty: 2330.571045
	Iteration 3F: 3 clusters Score -276716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -276803.656250 Penalty: 2330.571045
	Iteration 4Q: 3 clusters Score -276803.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -276874.125000 Penalty: 2330.571045
	Iteration 5Q: 3 clusters Score -276874.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -276922.375000 Penalty: 2330.571045
	Iteration 6Q: 3 clusters Score -276922.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -276949.031250 Penalty: 2330.571045
	Iteration 7Q: 3 clusters Score -276949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -276980.343750 Penalty: 2330.571045
	Iteration 8Q: 3 clusters Score -276980.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -277010.781250 Penalty: 2330.571045
	Iteration 9Q: 3 clusters Score -277010.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -277047.906250 Penalty: 2330.571045
	Iteration 10Q: 3 clusters Score -277047.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -277080.281250 Penalty: 2330.571045
	Iteration 11Q: 3 clusters Score -277080.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -277108.093750 Penalty: 2330.571045
	Iteration 12Q: 3 clusters Score -277108.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -277132.312500 Penalty: 2330.571045
	Iteration 13Q: 3 clusters Score -277132.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -277157.000000 Penalty: 2330.571045
	Iteration 14Q: 3 clusters Score -277157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -277174.687500 Penalty: 2330.571045
	Iteration 15Q: 3 clusters Score -277174.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -277187.312500 Penalty: 2330.571045
	Iteration 16Q: 3 clusters Score -277187.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -277201.718750 Penalty: 2330.571045
	Iteration 17Q: 3 clusters Score -277201.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -277214.312500 Penalty: 2330.571045
	Iteration 18Q: 3 clusters Score -277214.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -277223.656250 Penalty: 2330.571045
	Iteration 19Q: 3 clusters Score -277223.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -277228.000000 Penalty: 2330.571045
	Iteration 20F: 3 clusters Score -277228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -277234.281250 Penalty: 2330.571045
	Iteration 21Q: 3 clusters Score -277234.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -277240.812500 Penalty: 2330.571045
	Iteration 22Q: 3 clusters Score -277240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -277243.500000 Penalty: 2330.571045
	Iteration 23Q: 3 clusters Score -277243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -277245.656250 Penalty: 2330.571045
	Iteration 24Q: 3 clusters Score -277245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -277245.968750 Penalty: 2330.571045
	Iteration 25Q: 3 clusters Score -277246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277246.062500 Penalty: 2330.571045
	Iteration 26Q: 3 clusters Score -277246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277246.062500 Penalty: 2330.571045
	Iteration 27F: 3 clusters Score -277246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -304087.093750 Penalty: 1180.282104
	Iteration 0F: 2 clusters Score -304087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -301756.656250 Penalty: 2360.564209
	Iteration 0F: 3 clusters Score -301756.7 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -302367.218750 Penalty: 2360.564209
	Iteration 1F: 3 clusters Score -302367.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -302518.687500 Penalty: 2360.564209
	Iteration 2F: 3 clusters Score -302518.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302598.125000 Penalty: 2360.564209
	Iteration 3Q: 3 clusters Score -302598.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302655.812500 Penalty: 2360.564209
	Iteration 4Q: 3 clusters Score -302655.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -302702.500000 Penalty: 2360.564209
	Iteration 5Q: 3 clusters Score -302702.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302743.750000 Penalty: 2360.564209
	Iteration 6Q: 3 clusters Score -302743.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302770.781250 Penalty: 2360.564209
	Iteration 7Q: 3 clusters Score -302770.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -302792.937500 Penalty: 2360.564209
	Iteration 8Q: 3 clusters Score -302792.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -302807.781250 Penalty: 2360.564209
	Iteration 9Q: 3 clusters Score -302807.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -302816.531250 Penalty: 2360.564209
	Iteration 10Q: 3 clusters Score -302816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -302825.750000 Penalty: 2360.564209
	Iteration 11Q: 3 clusters Score -302825.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -302833.218750 Penalty: 2360.564209
	Iteration 12Q: 3 clusters Score -302833.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -302840.062500 Penalty: 2360.564209
	Iteration 13Q: 3 clusters Score -302840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -302847.218750 Penalty: 2360.564209
	Iteration 14Q: 3 clusters Score -302847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -302856.000000 Penalty: 2360.564209
	Iteration 15Q: 3 clusters Score -302856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -302862.906250 Penalty: 2360.564209
	Iteration 16Q: 3 clusters Score -302862.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -302871.406250 Penalty: 2360.564209
	Iteration 17Q: 3 clusters Score -302871.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302881.843750 Penalty: 2360.564209
	Iteration 18Q: 3 clusters Score -302881.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -302894.968750 Penalty: 2360.564209
	Iteration 19Q: 3 clusters Score -302895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -302907.437500 Penalty: 2360.564209
	Iteration 20F: 3 clusters Score -302907.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302928.718750 Penalty: 2360.564209
	Iteration 21Q: 3 clusters Score -302928.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -302948.500000 Penalty: 2360.564209
	Iteration 22Q: 3 clusters Score -302948.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302966.562500 Penalty: 2360.564209
	Iteration 23Q: 3 clusters Score -302966.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -302981.375000 Penalty: 2360.564209
	Iteration 24Q: 3 clusters Score -302981.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -302996.781250 Penalty: 2360.564209
	Iteration 25Q: 3 clusters Score -302996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303005.562500 Penalty: 2360.564209
	Iteration 26Q: 3 clusters Score -303005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -303009.750000 Penalty: 2360.564209
	Iteration 27Q: 3 clusters Score -303009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303012.812500 Penalty: 2360.564209
	Iteration 28Q: 3 clusters Score -303012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -303015.093750 Penalty: 2360.564209
	Iteration 29Q: 3 clusters Score -303015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -303020.062500 Penalty: 2360.564209
	Iteration 30Q: 3 clusters Score -303020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303022.500000 Penalty: 2360.564209
	Iteration 31Q: 3 clusters Score -303022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -303026.281250 Penalty: 2360.564209
	Iteration 32Q: 3 clusters Score -303026.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303029.406250 Penalty: 2360.564209
	Iteration 33Q: 3 clusters Score -303029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303032.781250 Penalty: 2360.564209
	Iteration 34Q: 3 clusters Score -303032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303036.218750 Penalty: 2360.564209
	Iteration 35Q: 3 clusters Score -303036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -303038.000000 Penalty: 2360.564209
	Iteration 36Q: 3 clusters Score -303038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -303039.156250 Penalty: 2360.564209
	Iteration 37Q: 3 clusters Score -303039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303040.281250 Penalty: 2360.564209
	Iteration 38Q: 3 clusters Score -303040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303042.250000 Penalty: 2360.564209
	Iteration 39Q: 3 clusters Score -303042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -303042.187500 Penalty: 2360.564209
	Iteration 40F: 3 clusters Score -303042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303043.562500 Penalty: 2360.564209
	Iteration 41Q: 3 clusters Score -303043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -303046.875000 Penalty: 2360.564209
	Iteration 42Q: 3 clusters Score -303046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303049.906250 Penalty: 2360.564209
	Iteration 43Q: 3 clusters Score -303049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -303050.531250 Penalty: 2360.564209
	Iteration 44Q: 3 clusters Score -303050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -303052.375000 Penalty: 2360.564209
	Iteration 45Q: 3 clusters Score -303052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303052.906250 Penalty: 2360.564209
	Iteration 46Q: 3 clusters Score -303052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303052.906250 Penalty: 2360.564209
	Iteration 47F: 3 clusters Score -303052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Entering Unmasked Estep 
Score: -305791.062500 Penalty: 1199.361450
	Iteration 0F: 2 clusters Score -305791.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -303262.218750 Penalty: 2398.722900
	Iteration 0F: 3 clusters Score -303262.2 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -304040.593750 Penalty: 2398.722900
	Iteration 1F: 3 clusters Score -304040.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -304330.125000 Penalty: 2398.722900
	Iteration 2F: 3 clusters Score -304330.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -304598.343750 Penalty: 2398.722900
	Iteration 3F: 3 clusters Score -304598.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -304816.218750 Penalty: 2398.722900
	Iteration 4F: 3 clusters Score -304816.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -304989.593750 Penalty: 2398.722900
	Iteration 5F: 3 clusters Score -304989.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -305101.500000 Penalty: 2398.722900
	Iteration 6Q: 3 clusters Score -305101.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -305186.468750 Penalty: 2398.722900
	Iteration 7Q: 3 clusters Score -305186.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -305235.312500 Penalty: 2398.722900
	Iteration 8Q: 3 clusters Score -305235.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -305263.437500 Penalty: 2398.722900
	Iteration 9Q: 3 clusters Score -305263.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305283.562500 Penalty: 2398.722900
	Iteration 10Q: 3 clusters Score -305283.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305296.656250 Penalty: 2398.722900
	Iteration 11Q: 3 clusters Score -305296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -305302.937500 Penalty: 2398.722900
	Iteration 12Q: 3 clusters Score -305302.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -305307.406250 Penalty: 2398.722900
	Iteration 13Q: 3 clusters Score -305307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -305313.000000 Penalty: 2398.722900
	Iteration 14Q: 3 clusters Score -305313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -305315.656250 Penalty: 2398.722900
	Iteration 15Q: 3 clusters Score -305315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -305318.312500 Penalty: 2398.722900
	Iteration 16Q: 3 clusters Score -305318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -305322.937500 Penalty: 2398.722900
	Iteration 17Q: 3 clusters Score -305322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -305325.906250 Penalty: 2398.722900
	Iteration 18Q: 3 clusters Score -305325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -305329.968750 Penalty: 2398.722900
	Iteration 19Q: 3 clusters Score -305330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -305339.750000 Penalty: 2398.722900
	Iteration 20F: 3 clusters Score -305339.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -305351.218750 Penalty: 2398.722900
	Iteration 21Q: 3 clusters Score -305351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -305363.187500 Penalty: 2398.722900
	Iteration 22Q: 3 clusters Score -305363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -305373.718750 Penalty: 2398.722900
	Iteration 23Q: 3 clusters Score -305373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -305383.656250 Penalty: 2398.722900
	Iteration 24Q: 3 clusters Score -305383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -305390.250000 Penalty: 2398.722900
	Iteration 25Q: 3 clusters Score -305390.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -305401.843750 Penalty: 2398.722900
	Iteration 26Q: 3 clusters Score -305401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -305409.468750 Penalty: 2398.722900
	Iteration 27Q: 3 clusters Score -305409.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -305416.343750 Penalty: 2398.722900
	Iteration 28Q: 3 clusters Score -305416.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -305422.406250 Penalty: 2398.722900
	Iteration 29Q: 3 clusters Score -305422.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -305435.875000 Penalty: 2398.722900
	Iteration 30Q: 3 clusters Score -305435.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305451.000000 Penalty: 2398.722900
	Iteration 31Q: 3 clusters Score -305451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -305466.531250 Penalty: 2398.722900
	Iteration 32Q: 3 clusters Score -305466.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -305482.750000 Penalty: 2398.722900
	Iteration 33Q: 3 clusters Score -305482.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -305500.500000 Penalty: 2398.722900
	Iteration 34Q: 3 clusters Score -305500.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -305509.875000 Penalty: 2398.722900
	Iteration 35Q: 3 clusters Score -305509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -305522.562500 Penalty: 2398.722900
	Iteration 36Q: 3 clusters Score -305522.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -305535.656250 Penalty: 2398.722900
	Iteration 37Q: 3 clusters Score -305535.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -305550.375000 Penalty: 2398.722900
	Iteration 38Q: 3 clusters Score -305550.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -305562.625000 Penalty: 2398.722900
	Iteration 39Q: 3 clusters Score -305562.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -305569.656250 Penalty: 2398.722900
	Iteration 40F: 3 clusters Score -305569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -305572.531250 Penalty: 2398.722900
	Iteration 41Q: 3 clusters Score -305572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -305575.718750 Penalty: 2398.722900
	Iteration 42Q: 3 clusters Score -305575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305581.687500 Penalty: 2398.722900
	Iteration 43Q: 3 clusters Score -305581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -305584.218750 Penalty: 2398.722900
	Iteration 44Q: 3 clusters Score -305584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305586.000000 Penalty: 2398.722900
	Iteration 45Q: 3 clusters Score -305586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305587.250000 Penalty: 2398.722900
	Iteration 46Q: 3 clusters Score -305587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305587.750000 Penalty: 2398.722900
	Iteration 47Q: 3 clusters Score -305587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305588.156250 Penalty: 2398.722900
	Iteration 48Q: 3 clusters Score -305588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305588.156250 Penalty: 2398.722900
	Iteration 49F: 3 clusters Score -305588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -52372.722656 Penalty: 958.650024
	Iteration 0F: 2 clusters Score -52372.72 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 316 members 
Entering Unmasked Estep 
Score: -51386.660156 Penalty: 1917.300049
	Iteration 0F: 3 clusters Score -51386.66 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51679.234375 Penalty: 1917.300049
	Iteration 1F: 3 clusters Score -51679.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51899.093750 Penalty: 1917.300049
	Iteration 2F: 3 clusters Score -51899.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52032.335938 Penalty: 1917.300049
	Iteration 3Q: 3 clusters Score -52032.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52138.898438 Penalty: 1917.300049
	Iteration 4Q: 3 clusters Score -52138.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52252.191406 Penalty: 1917.300049
	Iteration 5Q: 3 clusters Score -52252.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52296.910156 Penalty: 1917.300049
	Iteration 6Q: 3 clusters Score -52296.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52336.945312 Penalty: 1917.300049
	Iteration 7Q: 3 clusters Score -52336.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52407.734375 Penalty: 1917.300049
	Iteration 8Q: 3 clusters Score -52407.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52422.175781 Penalty: 1917.300049
	Iteration 9Q: 3 clusters Score -52422.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52433.484375 Penalty: 1917.300049
	Iteration 10Q: 3 clusters Score -52433.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52434.527344 Penalty: 1917.300049
	Iteration 11Q: 3 clusters Score -52434.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52434.527344 Penalty: 1917.300049
	Iteration 12F: 3 clusters Score -52434.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46534 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31929 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67377 members 
Mstep: Class 19 contains 68296 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66949 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39484 members 
Mstep: Class 33 contains 36064 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87040 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 316 members 
Entering Unmasked Estep 
Score: -111047640.000000 Penalty: 123378.664062
Splitting cluster 48 changes total score from -111048592.000000 to -111047640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (15331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Entering Unmasked Estep 
Score: -1806424.875000 Penalty: 1434.079712
	Iteration 0F: 2 clusters Score -1806425 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 7636 members 
Entering Unmasked Estep 
Score: -1796324.875000 Penalty: 2868.159424
	Iteration 0F: 3 clusters Score -1796325 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1799803.375000 Penalty: 2868.159424
	Iteration 1F: 3 clusters Score -1799803 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1800163.625000 Penalty: 2868.159424
	Iteration 2F: 3 clusters Score -1800164 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1800425.750000 Penalty: 2868.159424
	Iteration 3Q: 3 clusters Score -1800426 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1800658.000000 Penalty: 2868.159424
	Iteration 4Q: 3 clusters Score -1800658 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1800883.625000 Penalty: 2868.159424
	Iteration 5Q: 3 clusters Score -1800884 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1801084.375000 Penalty: 2868.159424
	Iteration 6Q: 3 clusters Score -1801084 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1801316.375000 Penalty: 2868.159424
	Iteration 7Q: 3 clusters Score -1801316 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1801532.875000 Penalty: 2868.159424
	Iteration 8Q: 3 clusters Score -1801533 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1801772.125000 Penalty: 2868.159424
	Iteration 9Q: 3 clusters Score -1801772 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1802028.750000 Penalty: 2868.159424
	Iteration 10Q: 3 clusters Score -1802029 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1802299.750000 Penalty: 2868.159424
	Iteration 11Q: 3 clusters Score -1802300 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1802603.375000 Penalty: 2868.159424
	Iteration 12Q: 3 clusters Score -1802603 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1802936.750000 Penalty: 2868.159424
	Iteration 13Q: 3 clusters Score -1802937 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1803281.750000 Penalty: 2868.159424
	Iteration 14Q: 3 clusters Score -1803282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1803580.750000 Penalty: 2868.159424
	Iteration 15Q: 3 clusters Score -1803581 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1803837.125000 Penalty: 2868.159424
	Iteration 16Q: 3 clusters Score -1803837 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1804086.000000 Penalty: 2868.159424
	Iteration 17Q: 3 clusters Score -1804086 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1804283.875000 Penalty: 2868.159424
	Iteration 18Q: 3 clusters Score -1804284 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1804424.875000 Penalty: 2868.159424
	Iteration 19Q: 3 clusters Score -1804425 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1804550.750000 Penalty: 2868.159424
	Iteration 20F: 3 clusters Score -1804551 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1804649.625000 Penalty: 2868.159424
	Iteration 21Q: 3 clusters Score -1804650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1804753.000000 Penalty: 2868.159424
	Iteration 22Q: 3 clusters Score -1804753 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1804831.500000 Penalty: 2868.159424
	Iteration 23Q: 3 clusters Score -1804832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1804891.375000 Penalty: 2868.159424
	Iteration 24Q: 3 clusters Score -1804891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1804950.750000 Penalty: 2868.159424
	Iteration 25Q: 3 clusters Score -1804951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1804998.750000 Penalty: 2868.159424
	Iteration 26Q: 3 clusters Score -1804999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1805036.375000 Penalty: 2868.159424
	Iteration 27Q: 3 clusters Score -1805036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1805067.750000 Penalty: 2868.159424
	Iteration 28Q: 3 clusters Score -1805068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1805088.375000 Penalty: 2868.159424
	Iteration 29Q: 3 clusters Score -1805088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1805107.750000 Penalty: 2868.159424
	Iteration 30Q: 3 clusters Score -1805108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1805127.000000 Penalty: 2868.159424
	Iteration 31Q: 3 clusters Score -1805127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1805145.500000 Penalty: 2868.159424
	Iteration 32Q: 3 clusters Score -1805146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1805158.125000 Penalty: 2868.159424
	Iteration 33Q: 3 clusters Score -1805158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1805171.750000 Penalty: 2868.159424
	Iteration 34Q: 3 clusters Score -1805172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1805185.875000 Penalty: 2868.159424
	Iteration 35Q: 3 clusters Score -1805186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1805195.625000 Penalty: 2868.159424
	Iteration 36Q: 3 clusters Score -1805196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1805202.000000 Penalty: 2868.159424
	Iteration 37Q: 3 clusters Score -1805202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1805212.625000 Penalty: 2868.159424
	Iteration 38Q: 3 clusters Score -1805213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1805216.125000 Penalty: 2868.159424
	Iteration 39Q: 3 clusters Score -1805216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1805223.750000 Penalty: 2868.159424
	Iteration 40F: 3 clusters Score -1805224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1805225.375000 Penalty: 2868.159424
	Iteration 41Q: 3 clusters Score -1805225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1805230.250000 Penalty: 2868.159424
	Iteration 42Q: 3 clusters Score -1805230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1805230.000000 Penalty: 2868.159424
	Iteration 43Q: 3 clusters Score -1805230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1805231.875000 Penalty: 2868.159424
	Iteration 44Q: 3 clusters Score -1805232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1805230.250000 Penalty: 2868.159424
	Iteration 45Q: 3 clusters Score -1805230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1805230.250000 Penalty: 2868.159424
	Iteration 46F: 3 clusters Score -1805230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -657652.437500 Penalty: 1293.342529
	Iteration 0F: 2 clusters Score -657652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -653392.250000 Penalty: 2586.685059
	Iteration 0F: 3 clusters Score -653392.2 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -654667.250000 Penalty: 2586.685059
	Iteration 1F: 3 clusters Score -654667.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -654880.312500 Penalty: 2586.685059
	Iteration 2F: 3 clusters Score -654880.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -655005.062500 Penalty: 2586.685059
	Iteration 3Q: 3 clusters Score -655005.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -655097.437500 Penalty: 2586.685059
	Iteration 4Q: 3 clusters Score -655097.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -655178.750000 Penalty: 2586.685059
	Iteration 5Q: 3 clusters Score -655178.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -655241.562500 Penalty: 2586.685059
	Iteration 6Q: 3 clusters Score -655241.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -655292.437500 Penalty: 2586.685059
	Iteration 7Q: 3 clusters Score -655292.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -655356.625000 Penalty: 2586.685059
	Iteration 8Q: 3 clusters Score -655356.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -655431.812500 Penalty: 2586.685059
	Iteration 9Q: 3 clusters Score -655431.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -655518.000000 Penalty: 2586.685059
	Iteration 10Q: 3 clusters Score -655518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -655592.125000 Penalty: 2586.685059
	Iteration 11Q: 3 clusters Score -655592.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -655673.437500 Penalty: 2586.685059
	Iteration 12Q: 3 clusters Score -655673.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -655747.250000 Penalty: 2586.685059
	Iteration 13Q: 3 clusters Score -655747.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -655831.125000 Penalty: 2586.685059
	Iteration 14Q: 3 clusters Score -655831.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -655924.937500 Penalty: 2586.685059
	Iteration 15Q: 3 clusters Score -655924.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -656026.500000 Penalty: 2586.685059
	Iteration 16Q: 3 clusters Score -656026.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -656137.437500 Penalty: 2586.685059
	Iteration 17Q: 3 clusters Score -656137.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -656251.687500 Penalty: 2586.685059
	Iteration 18Q: 3 clusters Score -656251.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -656340.187500 Penalty: 2586.685059
	Iteration 19Q: 3 clusters Score -656340.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -656398.812500 Penalty: 2586.685059
	Iteration 20F: 3 clusters Score -656398.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -656450.062500 Penalty: 2586.685059
	Iteration 21Q: 3 clusters Score -656450.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -656496.312500 Penalty: 2586.685059
	Iteration 22Q: 3 clusters Score -656496.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -656525.937500 Penalty: 2586.685059
	Iteration 23Q: 3 clusters Score -656525.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -656551.312500 Penalty: 2586.685059
	Iteration 24Q: 3 clusters Score -656551.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -656569.562500 Penalty: 2586.685059
	Iteration 25Q: 3 clusters Score -656569.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -656592.750000 Penalty: 2586.685059
	Iteration 26Q: 3 clusters Score -656592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -656602.562500 Penalty: 2586.685059
	Iteration 27Q: 3 clusters Score -656602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -656614.812500 Penalty: 2586.685059
	Iteration 28Q: 3 clusters Score -656614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -656623.250000 Penalty: 2586.685059
	Iteration 29Q: 3 clusters Score -656623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -656634.562500 Penalty: 2586.685059
	Iteration 30Q: 3 clusters Score -656634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -656640.937500 Penalty: 2586.685059
	Iteration 31Q: 3 clusters Score -656640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -656640.937500 Penalty: 2586.685059
	Iteration 32F: 3 clusters Score -656640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -668864.875000 Penalty: 1292.163330
	Iteration 0F: 2 clusters Score -668864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -664632.437500 Penalty: 2584.326660
	Iteration 0F: 3 clusters Score -664632.4 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -665809.000000 Penalty: 2584.326660
	Iteration 1F: 3 clusters Score -665809 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -666009.812500 Penalty: 2584.326660
	Iteration 2F: 3 clusters Score -666009.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -666134.562500 Penalty: 2584.326660
	Iteration 3Q: 3 clusters Score -666134.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -666230.062500 Penalty: 2584.326660
	Iteration 4Q: 3 clusters Score -666230.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -666305.562500 Penalty: 2584.326660
	Iteration 5Q: 3 clusters Score -666305.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -666358.062500 Penalty: 2584.326660
	Iteration 6Q: 3 clusters Score -666358.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -666406.062500 Penalty: 2584.326660
	Iteration 7Q: 3 clusters Score -666406.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -666438.500000 Penalty: 2584.326660
	Iteration 8Q: 3 clusters Score -666438.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -666469.937500 Penalty: 2584.326660
	Iteration 9Q: 3 clusters Score -666469.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -666501.562500 Penalty: 2584.326660
	Iteration 10Q: 3 clusters Score -666501.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -666527.937500 Penalty: 2584.326660
	Iteration 11Q: 3 clusters Score -666527.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -666559.375000 Penalty: 2584.326660
	Iteration 12Q: 3 clusters Score -666559.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -666593.937500 Penalty: 2584.326660
	Iteration 13Q: 3 clusters Score -666593.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -666631.625000 Penalty: 2584.326660
	Iteration 14Q: 3 clusters Score -666631.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -666675.875000 Penalty: 2584.326660
	Iteration 15Q: 3 clusters Score -666675.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -666720.875000 Penalty: 2584.326660
	Iteration 16Q: 3 clusters Score -666720.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -666773.062500 Penalty: 2584.326660
	Iteration 17Q: 3 clusters Score -666773.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -666838.312500 Penalty: 2584.326660
	Iteration 18Q: 3 clusters Score -666838.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -666914.000000 Penalty: 2584.326660
	Iteration 19Q: 3 clusters Score -666914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -666993.250000 Penalty: 2584.326660
	Iteration 20F: 3 clusters Score -666993.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -667088.625000 Penalty: 2584.326660
	Iteration 21Q: 3 clusters Score -667088.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -667193.687500 Penalty: 2584.326660
	Iteration 22Q: 3 clusters Score -667193.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -667309.562500 Penalty: 2584.326660
	Iteration 23Q: 3 clusters Score -667309.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -667432.187500 Penalty: 2584.326660
	Iteration 24Q: 3 clusters Score -667432.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -667515.000000 Penalty: 2584.326660
	Iteration 25Q: 3 clusters Score -667515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -667578.375000 Penalty: 2584.326660
	Iteration 26Q: 3 clusters Score -667578.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -667634.250000 Penalty: 2584.326660
	Iteration 27Q: 3 clusters Score -667634.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -667672.687500 Penalty: 2584.326660
	Iteration 28Q: 3 clusters Score -667672.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -667703.187500 Penalty: 2584.326660
	Iteration 29Q: 3 clusters Score -667703.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -667726.125000 Penalty: 2584.326660
	Iteration 30Q: 3 clusters Score -667726.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -667735.812500 Penalty: 2584.326660
	Iteration 31Q: 3 clusters Score -667735.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -667750.437500 Penalty: 2584.326660
	Iteration 32Q: 3 clusters Score -667750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -667762.937500 Penalty: 2584.326660
	Iteration 33Q: 3 clusters Score -667762.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -667775.062500 Penalty: 2584.326660
	Iteration 34Q: 3 clusters Score -667775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -667786.000000 Penalty: 2584.326660
	Iteration 35Q: 3 clusters Score -667786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -667798.000000 Penalty: 2584.326660
	Iteration 36Q: 3 clusters Score -667798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -667816.375000 Penalty: 2584.326660
	Iteration 37Q: 3 clusters Score -667816.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -667837.687500 Penalty: 2584.326660
	Iteration 38Q: 3 clusters Score -667837.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -667856.375000 Penalty: 2584.326660
	Iteration 39Q: 3 clusters Score -667856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -667870.437500 Penalty: 2584.326660
	Iteration 40F: 3 clusters Score -667870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -667878.500000 Penalty: 2584.326660
	Iteration 41Q: 3 clusters Score -667878.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -667886.750000 Penalty: 2584.326660
	Iteration 42Q: 3 clusters Score -667886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -667889.812500 Penalty: 2584.326660
	Iteration 43Q: 3 clusters Score -667889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -667890.437500 Penalty: 2584.326660
	Iteration 44Q: 3 clusters Score -667890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -667890.437500 Penalty: 2584.326660
	Iteration 45F: 3 clusters Score -667890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -849634.687500 Penalty: 1321.906250
	Iteration 0F: 2 clusters Score -849634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -844695.437500 Penalty: 2643.812500
	Iteration 0F: 3 clusters Score -844695.4 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -846200.687500 Penalty: 2643.812500
	Iteration 1F: 3 clusters Score -846200.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -846483.250000 Penalty: 2643.812500
	Iteration 2F: 3 clusters Score -846483.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -846727.562500 Penalty: 2643.812500
	Iteration 3F: 3 clusters Score -846727.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -846911.750000 Penalty: 2643.812500
	Iteration 4Q: 3 clusters Score -846911.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -847077.375000 Penalty: 2643.812500
	Iteration 5Q: 3 clusters Score -847077.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -847248.000000 Penalty: 2643.812500
	Iteration 6Q: 3 clusters Score -847248 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -847419.250000 Penalty: 2643.812500
	Iteration 7Q: 3 clusters Score -847419.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -847582.562500 Penalty: 2643.812500
	Iteration 8Q: 3 clusters Score -847582.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -847764.312500 Penalty: 2643.812500
	Iteration 9Q: 3 clusters Score -847764.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -847969.062500 Penalty: 2643.812500
	Iteration 10Q: 3 clusters Score -847969.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -848159.125000 Penalty: 2643.812500
	Iteration 11Q: 3 clusters Score -848159.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -848329.250000 Penalty: 2643.812500
	Iteration 12Q: 3 clusters Score -848329.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -848454.500000 Penalty: 2643.812500
	Iteration 13Q: 3 clusters Score -848454.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -848564.625000 Penalty: 2643.812500
	Iteration 14Q: 3 clusters Score -848564.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -848641.062500 Penalty: 2643.812500
	Iteration 15Q: 3 clusters Score -848641.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -848702.437500 Penalty: 2643.812500
	Iteration 16Q: 3 clusters Score -848702.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -848749.875000 Penalty: 2643.812500
	Iteration 17Q: 3 clusters Score -848749.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -848787.125000 Penalty: 2643.812500
	Iteration 18Q: 3 clusters Score -848787.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -848813.750000 Penalty: 2643.812500
	Iteration 19Q: 3 clusters Score -848813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -848827.625000 Penalty: 2643.812500
	Iteration 20F: 3 clusters Score -848827.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -848840.125000 Penalty: 2643.812500
	Iteration 21Q: 3 clusters Score -848840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -848851.250000 Penalty: 2643.812500
	Iteration 22Q: 3 clusters Score -848851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -848855.937500 Penalty: 2643.812500
	Iteration 23Q: 3 clusters Score -848855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -848859.750000 Penalty: 2643.812500
	Iteration 24Q: 3 clusters Score -848859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -848862.250000 Penalty: 2643.812500
	Iteration 25Q: 3 clusters Score -848862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -848864.875000 Penalty: 2643.812500
	Iteration 26Q: 3 clusters Score -848864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -848872.312500 Penalty: 2643.812500
	Iteration 27Q: 3 clusters Score -848872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -848876.750000 Penalty: 2643.812500
	Iteration 28Q: 3 clusters Score -848876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -848879.062500 Penalty: 2643.812500
	Iteration 29Q: 3 clusters Score -848879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -848887.562500 Penalty: 2643.812500
	Iteration 30Q: 3 clusters Score -848887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -848892.750000 Penalty: 2643.812500
	Iteration 31Q: 3 clusters Score -848892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -848894.750000 Penalty: 2643.812500
	Iteration 32Q: 3 clusters Score -848894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -848897.125000 Penalty: 2643.812500
	Iteration 33Q: 3 clusters Score -848897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -848898.625000 Penalty: 2643.812500
	Iteration 34Q: 3 clusters Score -848898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -848898.625000 Penalty: 2643.812500
	Iteration 35F: 3 clusters Score -848898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -26952.804688 Penalty: 881.926636
	Iteration 0F: 2 clusters Score -26952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26214.330078 Penalty: 1763.853271
	Iteration 0F: 3 clusters Score -26214.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26468.136719 Penalty: 1763.853271
	Iteration 1F: 3 clusters Score -26468.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26646.585938 Penalty: 1763.853271
	Iteration 2F: 3 clusters Score -26646.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26716.542969 Penalty: 1763.853271
	Iteration 3Q: 3 clusters Score -26716.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26746.312500 Penalty: 1763.853271
	Iteration 4Q: 3 clusters Score -26746.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26757.498047 Penalty: 1763.853271
	Iteration 5Q: 3 clusters Score -26757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26783.703125 Penalty: 1763.853271
	Iteration 6Q: 3 clusters Score -26783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26815.031250 Penalty: 1763.853271
	Iteration 7Q: 3 clusters Score -26815.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26825.578125 Penalty: 1763.853271
	Iteration 8Q: 3 clusters Score -26825.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26840.175781 Penalty: 1763.853271
	Iteration 9Q: 3 clusters Score -26840.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26849.109375 Penalty: 1763.853271
	Iteration 10Q: 3 clusters Score -26849.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26849.109375 Penalty: 1763.853271
	Iteration 11F: 3 clusters Score -26849.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Entering Unmasked Estep 
Score: -1262813.750000 Penalty: 1388.315552
	Iteration 0F: 2 clusters Score -1262814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1255275.375000 Penalty: 2776.631104
	Iteration 0F: 3 clusters Score -1255275 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1257753.375000 Penalty: 2776.631104
	Iteration 1F: 3 clusters Score -1257753 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1258082.625000 Penalty: 2776.631104
	Iteration 2F: 3 clusters Score -1258083 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1258334.875000 Penalty: 2776.631104
	Iteration 3F: 3 clusters Score -1258335 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1258554.875000 Penalty: 2776.631104
	Iteration 4Q: 3 clusters Score -1258555 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1258731.000000 Penalty: 2776.631104
	Iteration 5Q: 3 clusters Score -1258731 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1258896.125000 Penalty: 2776.631104
	Iteration 6Q: 3 clusters Score -1258896 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1259031.250000 Penalty: 2776.631104
	Iteration 7Q: 3 clusters Score -1259031 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1259155.375000 Penalty: 2776.631104
	Iteration 8Q: 3 clusters Score -1259155 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1259273.250000 Penalty: 2776.631104
	Iteration 9Q: 3 clusters Score -1259273 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1259398.625000 Penalty: 2776.631104
	Iteration 10Q: 3 clusters Score -1259399 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1259499.250000 Penalty: 2776.631104
	Iteration 11Q: 3 clusters Score -1259499 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1259603.000000 Penalty: 2776.631104
	Iteration 12Q: 3 clusters Score -1259603 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1259733.625000 Penalty: 2776.631104
	Iteration 13Q: 3 clusters Score -1259734 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1259859.375000 Penalty: 2776.631104
	Iteration 14Q: 3 clusters Score -1259859 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1259989.750000 Penalty: 2776.631104
	Iteration 15Q: 3 clusters Score -1259990 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1260114.875000 Penalty: 2776.631104
	Iteration 16Q: 3 clusters Score -1260115 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1260213.375000 Penalty: 2776.631104
	Iteration 17Q: 3 clusters Score -1260213 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1260318.750000 Penalty: 2776.631104
	Iteration 18Q: 3 clusters Score -1260319 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1260424.125000 Penalty: 2776.631104
	Iteration 19Q: 3 clusters Score -1260424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1260520.500000 Penalty: 2776.631104
	Iteration 20F: 3 clusters Score -1260520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1260587.000000 Penalty: 2776.631104
	Iteration 21Q: 3 clusters Score -1260587 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1260642.625000 Penalty: 2776.631104
	Iteration 22Q: 3 clusters Score -1260643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1260690.250000 Penalty: 2776.631104
	Iteration 23Q: 3 clusters Score -1260690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1260711.500000 Penalty: 2776.631104
	Iteration 24Q: 3 clusters Score -1260712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1260736.500000 Penalty: 2776.631104
	Iteration 25Q: 3 clusters Score -1260736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1260757.000000 Penalty: 2776.631104
	Iteration 26Q: 3 clusters Score -1260757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1260769.250000 Penalty: 2776.631104
	Iteration 27Q: 3 clusters Score -1260769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1260784.000000 Penalty: 2776.631104
	Iteration 28Q: 3 clusters Score -1260784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1260792.375000 Penalty: 2776.631104
	Iteration 29Q: 3 clusters Score -1260792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1260803.250000 Penalty: 2776.631104
	Iteration 30Q: 3 clusters Score -1260803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1260806.875000 Penalty: 2776.631104
	Iteration 31Q: 3 clusters Score -1260807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1260814.000000 Penalty: 2776.631104
	Iteration 32Q: 3 clusters Score -1260814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1260824.875000 Penalty: 2776.631104
	Iteration 33Q: 3 clusters Score -1260825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1260824.250000 Penalty: 2776.631104
	Iteration 34Q: 3 clusters Score -1260824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1260827.875000 Penalty: 2776.631104
	Iteration 35Q: 3 clusters Score -1260828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1260833.875000 Penalty: 2776.631104
	Iteration 36Q: 3 clusters Score -1260834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1260836.875000 Penalty: 2776.631104
	Iteration 37Q: 3 clusters Score -1260837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1260838.500000 Penalty: 2776.631104
	Iteration 38Q: 3 clusters Score -1260838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1260839.125000 Penalty: 2776.631104
	Iteration 39Q: 3 clusters Score -1260839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1260840.375000 Penalty: 2776.631104
	Iteration 40F: 3 clusters Score -1260840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1260845.500000 Penalty: 2776.631104
	Iteration 41Q: 3 clusters Score -1260846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1260843.875000 Penalty: 2776.631104
	Iteration 42Q: 3 clusters Score -1260844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1260845.375000 Penalty: 2776.631104
	Iteration 43Q: 3 clusters Score -1260845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1260848.500000 Penalty: 2776.631104
	Iteration 44Q: 3 clusters Score -1260848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1260847.000000 Penalty: 2776.631104
	Iteration 45Q: 3 clusters Score -1260847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1260847.500000 Penalty: 2776.631104
	Iteration 46Q: 3 clusters Score -1260848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1260854.375000 Penalty: 2776.631104
	Iteration 47Q: 3 clusters Score -1260854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1260855.875000 Penalty: 2776.631104
	Iteration 48Q: 3 clusters Score -1260856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1260852.375000 Penalty: 2776.631104
	Iteration 49Q: 3 clusters Score -1260852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1260856.375000 Penalty: 2776.631104
	Iteration 50Q: 3 clusters Score -1260856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1260859.375000 Penalty: 2776.631104
	Iteration 51Q: 3 clusters Score -1260859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1260866.000000 Penalty: 2776.631104
	Iteration 52Q: 3 clusters Score -1260866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1260865.875000 Penalty: 2776.631104
	Iteration 53Q: 3 clusters Score -1260866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1260863.000000 Penalty: 2776.631104
	Iteration 54Q: 3 clusters Score -1260863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1260862.750000 Penalty: 2776.631104
	Iteration 55Q: 3 clusters Score -1260863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1260866.500000 Penalty: 2776.631104
	Iteration 56Q: 3 clusters Score -1260866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1260868.125000 Penalty: 2776.631104
	Iteration 57Q: 3 clusters Score -1260868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1260871.125000 Penalty: 2776.631104
	Iteration 58Q: 3 clusters Score -1260871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1260867.000000 Penalty: 2776.631104
	Iteration 59Q: 3 clusters Score -1260867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1260868.375000 Penalty: 2776.631104
	Iteration 60F: 3 clusters Score -1260868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1260871.375000 Penalty: 2776.631104
	Iteration 61Q: 3 clusters Score -1260871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1260873.750000 Penalty: 2776.631104
	Iteration 62Q: 3 clusters Score -1260874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1260874.125000 Penalty: 2776.631104
	Iteration 63Q: 3 clusters Score -1260874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1260877.000000 Penalty: 2776.631104
	Iteration 64Q: 3 clusters Score -1260877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1260877.625000 Penalty: 2776.631104
	Iteration 65Q: 3 clusters Score -1260878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1260876.500000 Penalty: 2776.631104
	Iteration 66Q: 3 clusters Score -1260876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1260879.875000 Penalty: 2776.631104
	Iteration 67Q: 3 clusters Score -1260880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1260878.125000 Penalty: 2776.631104
	Iteration 68Q: 3 clusters Score -1260878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1260878.875000 Penalty: 2776.631104
	Iteration 69Q: 3 clusters Score -1260879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1260881.750000 Penalty: 2776.631104
	Iteration 70Q: 3 clusters Score -1260882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1260880.625000 Penalty: 2776.631104
	Iteration 71Q: 3 clusters Score -1260881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1260880.625000 Penalty: 2776.631104
	Iteration 72F: 3 clusters Score -1260881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -42034.308594 Penalty: 916.473389
	Iteration 0F: 2 clusters Score -42034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41167.890625 Penalty: 1832.946777
	Iteration 0F: 3 clusters Score -41167.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41326.246094 Penalty: 1832.946777
	Iteration 1F: 3 clusters Score -41326.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41381.445312 Penalty: 1832.946777
	Iteration 2Q: 3 clusters Score -41381.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41413.109375 Penalty: 1832.946777
	Iteration 3Q: 3 clusters Score -41413.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41430.316406 Penalty: 1832.946777
	Iteration 4Q: 3 clusters Score -41430.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41449.777344 Penalty: 1832.946777
	Iteration 5Q: 3 clusters Score -41449.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41457.945312 Penalty: 1832.946777
	Iteration 6Q: 3 clusters Score -41457.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41461.453125 Penalty: 1832.946777
	Iteration 7Q: 3 clusters Score -41461.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41461.453125 Penalty: 1832.946777
	Iteration 8F: 3 clusters Score -41461.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1115171.375000 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -1115171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1108678.250000 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -1108678 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1110762.375000 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -1110762 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1111033.500000 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -1111034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1111219.125000 Penalty: 2728.383301
	Iteration 3Q: 3 clusters Score -1111219 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1111367.125000 Penalty: 2728.383301
	Iteration 4Q: 3 clusters Score -1111367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1111477.625000 Penalty: 2728.383301
	Iteration 5Q: 3 clusters Score -1111478 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1111561.750000 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -1111562 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1111634.750000 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -1111635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1111706.000000 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -1111706 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1111784.750000 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -1111785 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1111869.625000 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -1111870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1111949.875000 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -1111950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1112037.375000 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -1112037 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1112136.125000 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -1112136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1112252.750000 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -1112253 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1112377.250000 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -1112377 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1112548.500000 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -1112548 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1112756.750000 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -1112757 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1112974.625000 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -1112975 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1113205.125000 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -1113205 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1113390.625000 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -1113391 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1113539.500000 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -1113540 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1113649.250000 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -1113649 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1113749.125000 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -1113749 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1113830.875000 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -1113831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1113886.250000 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -1113886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1113929.250000 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -1113929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1113953.500000 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -1113954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1113977.375000 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -1113977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1113999.125000 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -1113999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1114023.375000 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -1114023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1114052.625000 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -1114053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1114073.625000 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -1114074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1114083.875000 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -1114084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1114100.125000 Penalty: 2728.383301
	Iteration 34Q: 3 clusters Score -1114100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1114109.375000 Penalty: 2728.383301
	Iteration 35Q: 3 clusters Score -1114109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1114119.375000 Penalty: 2728.383301
	Iteration 36Q: 3 clusters Score -1114119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1114122.875000 Penalty: 2728.383301
	Iteration 37Q: 3 clusters Score -1114123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1114128.875000 Penalty: 2728.383301
	Iteration 38Q: 3 clusters Score -1114129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1114137.500000 Penalty: 2728.383301
	Iteration 39Q: 3 clusters Score -1114138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1114140.875000 Penalty: 2728.383301
	Iteration 40F: 3 clusters Score -1114141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1114142.625000 Penalty: 2728.383301
	Iteration 41Q: 3 clusters Score -1114143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1114142.875000 Penalty: 2728.383301
	Iteration 42Q: 3 clusters Score -1114143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1114142.875000 Penalty: 2728.383301
	Iteration 43F: 3 clusters Score -1114143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (87040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Entering Unmasked Estep 
Score: -10042104.000000 Penalty: 1692.469482
	Iteration 0F: 2 clusters Score -1.00421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -9986180.000000 Penalty: 3384.938965
	Iteration 0F: 3 clusters Score -9986180 nChanged 40844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -10009397.000000 Penalty: 3384.938965
	Iteration 1F: 3 clusters Score -1.00094e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -10010190.000000 Penalty: 3384.938965
	Iteration 2Q: 3 clusters Score -1.001019e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -10011212.000000 Penalty: 3384.938965
	Iteration 3Q: 3 clusters Score -1.001121e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -10012313.000000 Penalty: 3384.938965
	Iteration 4Q: 3 clusters Score -1.001231e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -10013938.000000 Penalty: 3384.938965
	Iteration 5Q: 3 clusters Score -1.001394e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -10016482.000000 Penalty: 3384.938965
	Iteration 6F: 3 clusters Score -1.001648e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -10020089.000000 Penalty: 3384.938965
	Iteration 7F: 3 clusters Score -1.002009e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -10024724.000000 Penalty: 3384.938965
	Iteration 8F: 3 clusters Score -1.002472e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -10029266.000000 Penalty: 3384.938965
	Iteration 9F: 3 clusters Score -1.002927e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10032955.000000 Penalty: 3384.938965
	Iteration 10Q: 3 clusters Score -1.003296e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -10035429.000000 Penalty: 3384.938965
	Iteration 11Q: 3 clusters Score -1.003543e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -10036879.000000 Penalty: 3384.938965
	Iteration 12Q: 3 clusters Score -1.003688e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -10037778.000000 Penalty: 3384.938965
	Iteration 13Q: 3 clusters Score -1.003778e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -10038466.000000 Penalty: 3384.938965
	Iteration 14Q: 3 clusters Score -1.003847e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -10038994.000000 Penalty: 3384.938965
	Iteration 15Q: 3 clusters Score -1.003899e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -10039351.000000 Penalty: 3384.938965
	Iteration 16Q: 3 clusters Score -1.003935e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -10039721.000000 Penalty: 3384.938965
	Iteration 17Q: 3 clusters Score -1.003972e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -10039959.000000 Penalty: 3384.938965
	Iteration 18Q: 3 clusters Score -1.003996e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -10040173.000000 Penalty: 3384.938965
	Iteration 19Q: 3 clusters Score -1.004017e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -10040371.000000 Penalty: 3384.938965
	Iteration 20F: 3 clusters Score -1.004037e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -10040474.000000 Penalty: 3384.938965
	Iteration 21Q: 3 clusters Score -1.004047e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -10040637.000000 Penalty: 3384.938965
	Iteration 22Q: 3 clusters Score -1.004064e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -10040780.000000 Penalty: 3384.938965
	Iteration 23Q: 3 clusters Score -1.004078e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -10040870.000000 Penalty: 3384.938965
	Iteration 24Q: 3 clusters Score -1.004087e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -10040902.000000 Penalty: 3384.938965
	Iteration 25Q: 3 clusters Score -1.00409e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10040914.000000 Penalty: 3384.938965
	Iteration 26Q: 3 clusters Score -1.004091e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -10040947.000000 Penalty: 3384.938965
	Iteration 27Q: 3 clusters Score -1.004095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10040979.000000 Penalty: 3384.938965
	Iteration 28Q: 3 clusters Score -1.004098e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -10041028.000000 Penalty: 3384.938965
	Iteration 29Q: 3 clusters Score -1.004103e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -10041050.000000 Penalty: 3384.938965
	Iteration 30Q: 3 clusters Score -1.004105e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -10041056.000000 Penalty: 3384.938965
	Iteration 31Q: 3 clusters Score -1.004106e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -10041096.000000 Penalty: 3384.938965
	Iteration 32Q: 3 clusters Score -1.00411e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -10041116.000000 Penalty: 3384.938965
	Iteration 33Q: 3 clusters Score -1.004112e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -10041129.000000 Penalty: 3384.938965
	Iteration 34Q: 3 clusters Score -1.004113e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -10041143.000000 Penalty: 3384.938965
	Iteration 35Q: 3 clusters Score -1.004114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -10041169.000000 Penalty: 3384.938965
	Iteration 36Q: 3 clusters Score -1.004117e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -10041178.000000 Penalty: 3384.938965
	Iteration 37Q: 3 clusters Score -1.004118e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -10041205.000000 Penalty: 3384.938965
	Iteration 38Q: 3 clusters Score -1.00412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -10041239.000000 Penalty: 3384.938965
	Iteration 39Q: 3 clusters Score -1.004124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -10041269.000000 Penalty: 3384.938965
	Iteration 40F: 3 clusters Score -1.004127e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10041297.000000 Penalty: 3384.938965
	Iteration 41Q: 3 clusters Score -1.00413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -10041348.000000 Penalty: 3384.938965
	Iteration 42Q: 3 clusters Score -1.004135e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -10041415.000000 Penalty: 3384.938965
	Iteration 43Q: 3 clusters Score -1.004142e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -10041472.000000 Penalty: 3384.938965
	Iteration 44Q: 3 clusters Score -1.004147e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -10041475.000000 Penalty: 3384.938965
	Iteration 45Q: 3 clusters Score -1.004148e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -10041481.000000 Penalty: 3384.938965
	Iteration 46Q: 3 clusters Score -1.004148e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -10041510.000000 Penalty: 3384.938965
	Iteration 47Q: 3 clusters Score -1.004151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -10041550.000000 Penalty: 3384.938965
	Iteration 48Q: 3 clusters Score -1.004155e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -10041564.000000 Penalty: 3384.938965
	Iteration 49Q: 3 clusters Score -1.004156e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -10041567.000000 Penalty: 3384.938965
	Iteration 50Q: 3 clusters Score -1.004157e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -10041563.000000 Penalty: 3384.938965
	Iteration 51Q: 3 clusters Score -1.004156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -10041575.000000 Penalty: 3384.938965
	Iteration 52Q: 3 clusters Score -1.004158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -10041576.000000 Penalty: 3384.938965
	Iteration 53Q: 3 clusters Score -1.004158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -10041599.000000 Penalty: 3384.938965
	Iteration 54Q: 3 clusters Score -1.00416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -10041612.000000 Penalty: 3384.938965
	Iteration 55Q: 3 clusters Score -1.004161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -10041600.000000 Penalty: 3384.938965
	Iteration 56Q: 3 clusters Score -1.00416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -10041588.000000 Penalty: 3384.938965
	Iteration 57Q: 3 clusters Score -1.004159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -10041586.000000 Penalty: 3384.938965
	Iteration 58Q: 3 clusters Score -1.004159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -10041571.000000 Penalty: 3384.938965
	Iteration 59Q: 3 clusters Score -1.004157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -10041591.000000 Penalty: 3384.938965
	Iteration 60F: 3 clusters Score -1.004159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -10041598.000000 Penalty: 3384.938965
	Iteration 61Q: 3 clusters Score -1.00416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10041609.000000 Penalty: 3384.938965
	Iteration 62Q: 3 clusters Score -1.004161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -10041608.000000 Penalty: 3384.938965
	Iteration 63Q: 3 clusters Score -1.004161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -10041608.000000 Penalty: 3384.938965
	Iteration 64Q: 3 clusters Score -1.004161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -10041600.000000 Penalty: 3384.938965
	Iteration 65Q: 3 clusters Score -1.00416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -10041606.000000 Penalty: 3384.938965
	Iteration 66Q: 3 clusters Score -1.004161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -10041606.000000 Penalty: 3384.938965
	Iteration 67F: 3 clusters Score -1.004161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -1167462.000000 Penalty: 1369.303589
	Iteration 0F: 2 clusters Score -1167462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1160785.125000 Penalty: 2738.607178
	Iteration 0F: 3 clusters Score -1160785 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1162916.000000 Penalty: 2738.607178
	Iteration 1F: 3 clusters Score -1162916 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1163180.500000 Penalty: 2738.607178
	Iteration 2F: 3 clusters Score -1163180 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1163343.500000 Penalty: 2738.607178
	Iteration 3Q: 3 clusters Score -1163344 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1163459.875000 Penalty: 2738.607178
	Iteration 4Q: 3 clusters Score -1163460 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1163543.125000 Penalty: 2738.607178
	Iteration 5Q: 3 clusters Score -1163543 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1163612.000000 Penalty: 2738.607178
	Iteration 6Q: 3 clusters Score -1163612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1163668.625000 Penalty: 2738.607178
	Iteration 7Q: 3 clusters Score -1163669 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1163712.500000 Penalty: 2738.607178
	Iteration 8Q: 3 clusters Score -1163712 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1163760.375000 Penalty: 2738.607178
	Iteration 9Q: 3 clusters Score -1163760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1163803.375000 Penalty: 2738.607178
	Iteration 10Q: 3 clusters Score -1163803 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1163839.000000 Penalty: 2738.607178
	Iteration 11Q: 3 clusters Score -1163839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1163864.125000 Penalty: 2738.607178
	Iteration 12Q: 3 clusters Score -1163864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1163898.250000 Penalty: 2738.607178
	Iteration 13Q: 3 clusters Score -1163898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1163925.625000 Penalty: 2738.607178
	Iteration 14Q: 3 clusters Score -1163926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1163957.500000 Penalty: 2738.607178
	Iteration 15Q: 3 clusters Score -1163958 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1163997.625000 Penalty: 2738.607178
	Iteration 16Q: 3 clusters Score -1163998 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1164045.000000 Penalty: 2738.607178
	Iteration 17Q: 3 clusters Score -1164045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1164113.750000 Penalty: 2738.607178
	Iteration 18Q: 3 clusters Score -1164114 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1164199.375000 Penalty: 2738.607178
	Iteration 19Q: 3 clusters Score -1164199 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1164310.625000 Penalty: 2738.607178
	Iteration 20F: 3 clusters Score -1164311 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1164437.625000 Penalty: 2738.607178
	Iteration 21Q: 3 clusters Score -1164438 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1164605.500000 Penalty: 2738.607178
	Iteration 22Q: 3 clusters Score -1164606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1164792.375000 Penalty: 2738.607178
	Iteration 23Q: 3 clusters Score -1164792 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1165004.875000 Penalty: 2738.607178
	Iteration 24Q: 3 clusters Score -1165005 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1165217.750000 Penalty: 2738.607178
	Iteration 25Q: 3 clusters Score -1165218 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1165430.500000 Penalty: 2738.607178
	Iteration 26Q: 3 clusters Score -1165430 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1165624.250000 Penalty: 2738.607178
	Iteration 27Q: 3 clusters Score -1165624 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1165793.125000 Penalty: 2738.607178
	Iteration 28Q: 3 clusters Score -1165793 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1165908.125000 Penalty: 2738.607178
	Iteration 29Q: 3 clusters Score -1165908 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1166011.750000 Penalty: 2738.607178
	Iteration 30Q: 3 clusters Score -1166012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1166093.625000 Penalty: 2738.607178
	Iteration 31Q: 3 clusters Score -1166094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1166160.500000 Penalty: 2738.607178
	Iteration 32Q: 3 clusters Score -1166160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1166208.250000 Penalty: 2738.607178
	Iteration 33Q: 3 clusters Score -1166208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1166245.125000 Penalty: 2738.607178
	Iteration 34Q: 3 clusters Score -1166245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1166264.875000 Penalty: 2738.607178
	Iteration 35Q: 3 clusters Score -1166265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1166295.750000 Penalty: 2738.607178
	Iteration 36Q: 3 clusters Score -1166296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1166311.250000 Penalty: 2738.607178
	Iteration 37Q: 3 clusters Score -1166311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1166313.250000 Penalty: 2738.607178
	Iteration 38Q: 3 clusters Score -1166313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1166318.000000 Penalty: 2738.607178
	Iteration 39Q: 3 clusters Score -1166318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1166321.250000 Penalty: 2738.607178
	Iteration 40F: 3 clusters Score -1166321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1166327.000000 Penalty: 2738.607178
	Iteration 41Q: 3 clusters Score -1166327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1166328.750000 Penalty: 2738.607178
	Iteration 42Q: 3 clusters Score -1166329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1166329.875000 Penalty: 2738.607178
	Iteration 43Q: 3 clusters Score -1166330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1166331.625000 Penalty: 2738.607178
	Iteration 44Q: 3 clusters Score -1166332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1166336.125000 Penalty: 2738.607178
	Iteration 45Q: 3 clusters Score -1166336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1166335.750000 Penalty: 2738.607178
	Iteration 46Q: 3 clusters Score -1166336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1166335.750000 Penalty: 2738.607178
	Iteration 47F: 3 clusters Score -1166336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -660305.562500 Penalty: 1291.886108
	Iteration 0F: 2 clusters Score -660305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -656048.437500 Penalty: 2583.772217
	Iteration 0F: 3 clusters Score -656048.4 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -657356.562500 Penalty: 2583.772217
	Iteration 1F: 3 clusters Score -657356.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -657553.687500 Penalty: 2583.772217
	Iteration 2F: 3 clusters Score -657553.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -657684.437500 Penalty: 2583.772217
	Iteration 3Q: 3 clusters Score -657684.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -657794.437500 Penalty: 2583.772217
	Iteration 4Q: 3 clusters Score -657794.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -657860.812500 Penalty: 2583.772217
	Iteration 5Q: 3 clusters Score -657860.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -657912.500000 Penalty: 2583.772217
	Iteration 6Q: 3 clusters Score -657912.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -657963.750000 Penalty: 2583.772217
	Iteration 7Q: 3 clusters Score -657963.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -658010.562500 Penalty: 2583.772217
	Iteration 8Q: 3 clusters Score -658010.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -658048.625000 Penalty: 2583.772217
	Iteration 9Q: 3 clusters Score -658048.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -658093.250000 Penalty: 2583.772217
	Iteration 10Q: 3 clusters Score -658093.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -658153.625000 Penalty: 2583.772217
	Iteration 11Q: 3 clusters Score -658153.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -658220.500000 Penalty: 2583.772217
	Iteration 12Q: 3 clusters Score -658220.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -658285.500000 Penalty: 2583.772217
	Iteration 13Q: 3 clusters Score -658285.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -658348.500000 Penalty: 2583.772217
	Iteration 14Q: 3 clusters Score -658348.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -658402.375000 Penalty: 2583.772217
	Iteration 15Q: 3 clusters Score -658402.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -658468.312500 Penalty: 2583.772217
	Iteration 16Q: 3 clusters Score -658468.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -658535.312500 Penalty: 2583.772217
	Iteration 17Q: 3 clusters Score -658535.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -658593.562500 Penalty: 2583.772217
	Iteration 18Q: 3 clusters Score -658593.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -658652.750000 Penalty: 2583.772217
	Iteration 19Q: 3 clusters Score -658652.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -658722.187500 Penalty: 2583.772217
	Iteration 20F: 3 clusters Score -658722.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -658794.187500 Penalty: 2583.772217
	Iteration 21Q: 3 clusters Score -658794.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -658868.625000 Penalty: 2583.772217
	Iteration 22Q: 3 clusters Score -658868.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -658931.812500 Penalty: 2583.772217
	Iteration 23Q: 3 clusters Score -658931.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -658986.312500 Penalty: 2583.772217
	Iteration 24Q: 3 clusters Score -658986.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -659038.375000 Penalty: 2583.772217
	Iteration 25Q: 3 clusters Score -659038.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -659077.437500 Penalty: 2583.772217
	Iteration 26Q: 3 clusters Score -659077.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -659118.812500 Penalty: 2583.772217
	Iteration 27Q: 3 clusters Score -659118.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -659150.312500 Penalty: 2583.772217
	Iteration 28Q: 3 clusters Score -659150.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -659169.875000 Penalty: 2583.772217
	Iteration 29Q: 3 clusters Score -659169.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -659180.375000 Penalty: 2583.772217
	Iteration 30Q: 3 clusters Score -659180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -659191.625000 Penalty: 2583.772217
	Iteration 31Q: 3 clusters Score -659191.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -659199.250000 Penalty: 2583.772217
	Iteration 32Q: 3 clusters Score -659199.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -659213.375000 Penalty: 2583.772217
	Iteration 33Q: 3 clusters Score -659213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -659222.250000 Penalty: 2583.772217
	Iteration 34Q: 3 clusters Score -659222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -659233.625000 Penalty: 2583.772217
	Iteration 35Q: 3 clusters Score -659233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -659242.500000 Penalty: 2583.772217
	Iteration 36Q: 3 clusters Score -659242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -659248.187500 Penalty: 2583.772217
	Iteration 37Q: 3 clusters Score -659248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -659255.000000 Penalty: 2583.772217
	Iteration 38Q: 3 clusters Score -659255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -659256.125000 Penalty: 2583.772217
	Iteration 39Q: 3 clusters Score -659256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -659263.000000 Penalty: 2583.772217
	Iteration 40F: 3 clusters Score -659263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -659265.375000 Penalty: 2583.772217
	Iteration 41Q: 3 clusters Score -659265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -659269.750000 Penalty: 2583.772217
	Iteration 42Q: 3 clusters Score -659269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -659279.000000 Penalty: 2583.772217
	Iteration 43Q: 3 clusters Score -659279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -659285.000000 Penalty: 2583.772217
	Iteration 44Q: 3 clusters Score -659285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -659289.562500 Penalty: 2583.772217
	Iteration 45Q: 3 clusters Score -659289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -659294.437500 Penalty: 2583.772217
	Iteration 46Q: 3 clusters Score -659294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -659297.875000 Penalty: 2583.772217
	Iteration 47Q: 3 clusters Score -659297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -659299.750000 Penalty: 2583.772217
	Iteration 48Q: 3 clusters Score -659299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -659303.375000 Penalty: 2583.772217
	Iteration 49Q: 3 clusters Score -659303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -659308.812500 Penalty: 2583.772217
	Iteration 50Q: 3 clusters Score -659308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -659314.500000 Penalty: 2583.772217
	Iteration 51Q: 3 clusters Score -659314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -659315.500000 Penalty: 2583.772217
	Iteration 52Q: 3 clusters Score -659315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -659317.625000 Penalty: 2583.772217
	Iteration 53Q: 3 clusters Score -659317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -659317.375000 Penalty: 2583.772217
	Iteration 54Q: 3 clusters Score -659317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -659317.375000 Penalty: 2583.772217
	Iteration 55F: 3 clusters Score -659317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46534 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31929 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67377 members 
Mstep: Class 19 contains 68296 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66949 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39484 members 
Mstep: Class 33 contains 36064 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6671 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87040 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048568.000000 Penalty: 121322.359375
Iteration 199Q: 60 clusters Score -1.110486e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46530 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31929 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67356 members 
Mstep: Class 19 contains 68300 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66946 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39525 members 
Mstep: Class 33 contains 36065 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18080 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6672 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 87019 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048704.000000 Penalty: 121322.359375
Iteration 200F: 60 clusters Score -1.110487e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46519 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31929 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67334 members 
Mstep: Class 19 contains 68308 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66944 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39576 members 
Mstep: Class 33 contains 36068 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6673 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45851 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86991 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048624.000000 Penalty: 121322.359375
Iteration 201Q: 60 clusters Score -1.110486e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46518 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31930 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67312 members 
Mstep: Class 19 contains 68316 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66949 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39633 members 
Mstep: Class 33 contains 36070 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18080 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6674 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86941 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048744.000000 Penalty: 121322.359375
Iteration 202Q: 60 clusters Score -1.110487e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24468 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46509 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31936 members 
Mstep: Class 16 contains 14473 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67289 members 
Mstep: Class 19 contains 68324 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66953 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39705 members 
Mstep: Class 33 contains 36070 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6676 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86886 members 
Mstep: Class 58 contains 9920 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048768.000000 Penalty: 121322.359375
Iteration 203Q: 60 clusters Score -1.110488e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46498 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31939 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67258 members 
Mstep: Class 19 contains 68331 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66958 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72234 members 
Mstep: Class 30 contains 8981 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39794 members 
Mstep: Class 33 contains 36070 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18079 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86824 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048896.000000 Penalty: 121322.359375
Iteration 204Q: 60 clusters Score -1.110489e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46489 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31944 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67226 members 
Mstep: Class 19 contains 68338 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66964 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72233 members 
Mstep: Class 30 contains 8982 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39867 members 
Mstep: Class 33 contains 36070 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18078 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6677 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86773 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048816.000000 Penalty: 121322.359375
Iteration 205Q: 60 clusters Score -1.110488e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6183 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24465 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46482 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31951 members 
Mstep: Class 16 contains 14460 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 67203 members 
Mstep: Class 19 contains 68349 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66968 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72233 members 
Mstep: Class 30 contains 8982 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39921 members 
Mstep: Class 33 contains 36066 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18077 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6678 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45851 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86731 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048680.000000 Penalty: 121322.359375
Iteration 206Q: 60 clusters Score -1.110487e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24463 members 
Mstep: Class 11 contains 62771 members 
Mstep: Class 12 contains 46477 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31959 members 
Mstep: Class 16 contains 14459 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 67185 members 
Mstep: Class 19 contains 68353 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66980 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72232 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 39974 members 
Mstep: Class 33 contains 36063 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6679 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45851 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86681 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048688.000000 Penalty: 121322.359375
Iteration 207Q: 60 clusters Score -1.110487e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24464 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 46465 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31968 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 67162 members 
Mstep: Class 19 contains 68362 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66986 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72232 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 40020 members 
Mstep: Class 33 contains 36062 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6684 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86640 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048728.000000 Penalty: 121322.359375
Iteration 208Q: 60 clusters Score -1.110487e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24462 members 
Mstep: Class 11 contains 62768 members 
Mstep: Class 12 contains 46458 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31972 members 
Mstep: Class 16 contains 14453 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 67140 members 
Mstep: Class 19 contains 68373 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66993 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72232 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 40057 members 
Mstep: Class 33 contains 36062 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45854 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86611 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048760.000000 Penalty: 121322.359375
Iteration 209Q: 60 clusters Score -1.110488e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24462 members 
Mstep: Class 11 contains 62766 members 
Mstep: Class 12 contains 46450 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31977 members 
Mstep: Class 16 contains 14449 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 67115 members 
Mstep: Class 19 contains 68386 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67000 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 40100 members 
Mstep: Class 33 contains 36061 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50488 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45854 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12073 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86582 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048760.000000 Penalty: 121322.359375
Iteration 210Q: 60 clusters Score -1.110488e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24460 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46435 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 67094 members 
Mstep: Class 19 contains 68400 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67010 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 40138 members 
Mstep: Class 33 contains 36056 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50488 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12075 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86561 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048752.000000 Penalty: 121322.359375
Iteration 211Q: 60 clusters Score -1.110488e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24457 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46426 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31992 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 67074 members 
Mstep: Class 19 contains 68410 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67012 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 40173 members 
Mstep: Class 33 contains 36053 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45851 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12077 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3166 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86544 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048808.000000 Penalty: 121322.359375
Iteration 212Q: 60 clusters Score -1.110488e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24455 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46416 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 31998 members 
Mstep: Class 16 contains 14445 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 67053 members 
Mstep: Class 19 contains 68420 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67012 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72231 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 11561 members 
Mstep: Class 32 contains 40208 members 
Mstep: Class 33 contains 36051 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12079 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86529 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048712.000000 Penalty: 121322.359375
Iteration 213Q: 60 clusters Score -1.110487e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24454 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46411 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32003 members 
Mstep: Class 16 contains 14444 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 67034 members 
Mstep: Class 19 contains 68426 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67013 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72229 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40236 members 
Mstep: Class 33 contains 36049 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45853 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86521 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048728.000000 Penalty: 121322.359375
Iteration 214Q: 60 clusters Score -1.110487e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24451 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46406 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32010 members 
Mstep: Class 16 contains 14446 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 67011 members 
Mstep: Class 19 contains 68430 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67019 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40264 members 
Mstep: Class 33 contains 36043 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45854 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12083 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86511 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048656.000000 Penalty: 121322.359375
Iteration 215Q: 60 clusters Score -1.110487e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24451 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46397 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 14444 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66992 members 
Mstep: Class 19 contains 68442 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40293 members 
Mstep: Class 33 contains 36038 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50487 members 
Mstep: Class 36 contains 20967 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12084 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86497 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048704.000000 Penalty: 121322.359375
Iteration 216Q: 60 clusters Score -1.110487e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24451 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46391 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14443 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66973 members 
Mstep: Class 19 contains 68456 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67026 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40322 members 
Mstep: Class 33 contains 36034 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50488 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12084 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86478 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048880.000000 Penalty: 121322.359375
Iteration 217Q: 60 clusters Score -1.110489e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24450 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46379 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14443 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66967 members 
Mstep: Class 19 contains 68464 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67033 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40347 members 
Mstep: Class 33 contains 36030 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50489 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12084 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86460 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048784.000000 Penalty: 121322.359375
Iteration 218Q: 60 clusters Score -1.110488e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24449 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46375 members 
Mstep: Class 13 contains 11996 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66954 members 
Mstep: Class 19 contains 68475 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67037 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40379 members 
Mstep: Class 33 contains 36028 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50490 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18074 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12084 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86435 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048816.000000 Penalty: 121322.359375
Iteration 219Q: 60 clusters Score -1.110488e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6192 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46368 members 
Mstep: Class 13 contains 11996 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66938 members 
Mstep: Class 19 contains 68483 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67036 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 40417 members 
Mstep: Class 33 contains 36025 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50490 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18075 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12084 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86419 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048800.000000 Penalty: 121322.359375
Iteration 220F: 60 clusters Score -1.110488e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24449 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46363 members 
Mstep: Class 13 contains 11996 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66927 members 
Mstep: Class 19 contains 68490 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67038 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40464 members 
Mstep: Class 33 contains 36021 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50489 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18075 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12083 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86382 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048840.000000 Penalty: 121322.359375
Iteration 221Q: 60 clusters Score -1.110488e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24449 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46355 members 
Mstep: Class 13 contains 11995 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14437 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66918 members 
Mstep: Class 19 contains 68496 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67040 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72225 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40508 members 
Mstep: Class 33 contains 36019 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50491 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86349 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048856.000000 Penalty: 121322.359375
Iteration 222Q: 60 clusters Score -1.110489e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 62767 members 
Mstep: Class 12 contains 46345 members 
Mstep: Class 13 contains 11995 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66905 members 
Mstep: Class 19 contains 68504 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67039 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72225 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40558 members 
Mstep: Class 33 contains 36020 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50491 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86315 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048832.000000 Penalty: 121322.359375
Iteration 223Q: 60 clusters Score -1.110488e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 62767 members 
Mstep: Class 12 contains 46336 members 
Mstep: Class 13 contains 11994 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66894 members 
Mstep: Class 19 contains 68510 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67038 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72225 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40611 members 
Mstep: Class 33 contains 36021 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50491 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86275 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048888.000000 Penalty: 121322.359375
Iteration 224Q: 60 clusters Score -1.110489e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24449 members 
Mstep: Class 11 contains 62767 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66885 members 
Mstep: Class 19 contains 68519 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67039 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72225 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40644 members 
Mstep: Class 33 contains 36021 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18069 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45850 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86246 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048848.000000 Penalty: 121322.359375
Iteration 225Q: 60 clusters Score -1.110488e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 62766 members 
Mstep: Class 12 contains 46326 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66874 members 
Mstep: Class 19 contains 68527 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67040 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72225 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40682 members 
Mstep: Class 33 contains 36022 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18069 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45851 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86211 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048832.000000 Penalty: 121322.359375
Iteration 226Q: 60 clusters Score -1.110488e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46321 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66863 members 
Mstep: Class 19 contains 68533 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67046 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40710 members 
Mstep: Class 33 contains 36021 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18069 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45852 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15331 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86189 members 
Mstep: Class 58 contains 9921 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048864.000000 Penalty: 121322.359375
Iteration 227Q: 60 clusters Score -1.110489e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46312 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66849 members 
Mstep: Class 19 contains 68538 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67052 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 40746 members 
Mstep: Class 33 contains 36021 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45851 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12080 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86163 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048808.000000 Penalty: 121322.359375
Iteration 228Q: 60 clusters Score -1.110488e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6193 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46309 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66837 members 
Mstep: Class 19 contains 68541 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67058 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11557 members 
Mstep: Class 32 contains 40773 members 
Mstep: Class 33 contains 36020 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86141 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048784.000000 Penalty: 121322.359375
Iteration 229Q: 60 clusters Score -1.110488e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46302 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66823 members 
Mstep: Class 19 contains 68549 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67061 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11557 members 
Mstep: Class 32 contains 40802 members 
Mstep: Class 33 contains 36021 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45849 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12082 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86121 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048864.000000 Penalty: 121322.359375
Iteration 230Q: 60 clusters Score -1.110489e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46295 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66814 members 
Mstep: Class 19 contains 68556 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6257 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11556 members 
Mstep: Class 32 contains 40837 members 
Mstep: Class 33 contains 36022 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50495 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45848 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12081 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11273 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86092 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048936.000000 Penalty: 121322.359375
Iteration 231Q: 60 clusters Score -1.110489e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6195 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46291 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66804 members 
Mstep: Class 19 contains 68561 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6258 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11555 members 
Mstep: Class 32 contains 40870 members 
Mstep: Class 33 contains 36023 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50495 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18069 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12082 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86067 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111048976.000000 Penalty: 121322.359375
Iteration 232Q: 60 clusters Score -1.11049e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6195 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46288 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66793 members 
Mstep: Class 19 contains 68567 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6259 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11553 members 
Mstep: Class 32 contains 40910 members 
Mstep: Class 33 contains 36022 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18068 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6715 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12084 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86035 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049080.000000 Penalty: 121322.359375
Iteration 233Q: 60 clusters Score -1.110491e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46281 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66789 members 
Mstep: Class 19 contains 68567 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6259 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 40952 members 
Mstep: Class 33 contains 36020 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18068 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6716 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12086 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 86007 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049096.000000 Penalty: 121322.359375
Iteration 234Q: 60 clusters Score -1.110491e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 46276 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66785 members 
Mstep: Class 19 contains 68573 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 40984 members 
Mstep: Class 33 contains 36020 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18067 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6716 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45845 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12087 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85981 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049104.000000 Penalty: 121322.359375
Iteration 235Q: 60 clusters Score -1.110491e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46274 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66779 members 
Mstep: Class 19 contains 68571 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67063 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41007 members 
Mstep: Class 33 contains 36019 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18067 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6716 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45845 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12087 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85965 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049080.000000 Penalty: 121322.359375
Iteration 236Q: 60 clusters Score -1.110491e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 7261 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46273 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66766 members 
Mstep: Class 19 contains 68573 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67063 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41026 members 
Mstep: Class 33 contains 36017 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18066 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6716 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12087 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85956 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049064.000000 Penalty: 121322.359375
Iteration 237Q: 60 clusters Score -1.110491e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46269 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66759 members 
Mstep: Class 19 contains 68571 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41047 members 
Mstep: Class 33 contains 36016 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18065 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6717 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45847 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12087 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85946 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111049032.000000 Penalty: 121322.359375
Iteration 238Q: 60 clusters Score -1.11049e+08 nChanged 59
Entering ConstructFrom: 
Score: -111049032.000000 Penalty: 121322.359375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -355921.593750 Penalty: 1196.082520
	Iteration 0F: 2 clusters Score -355921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -353402.843750 Penalty: 2392.165039
	Iteration 0F: 3 clusters Score -353402.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -354089.156250 Penalty: 2392.165039
	Iteration 1F: 3 clusters Score -354089.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -354261.031250 Penalty: 2392.165039
	Iteration 2F: 3 clusters Score -354261 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -354364.343750 Penalty: 2392.165039
	Iteration 3Q: 3 clusters Score -354364.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -354442.093750 Penalty: 2392.165039
	Iteration 4Q: 3 clusters Score -354442.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -354511.031250 Penalty: 2392.165039
	Iteration 5Q: 3 clusters Score -354511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -354555.062500 Penalty: 2392.165039
	Iteration 6Q: 3 clusters Score -354555.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -354592.531250 Penalty: 2392.165039
	Iteration 7Q: 3 clusters Score -354592.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -354628.875000 Penalty: 2392.165039
	Iteration 8Q: 3 clusters Score -354628.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -354657.062500 Penalty: 2392.165039
	Iteration 9Q: 3 clusters Score -354657.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -354684.875000 Penalty: 2392.165039
	Iteration 10Q: 3 clusters Score -354684.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -354709.562500 Penalty: 2392.165039
	Iteration 11Q: 3 clusters Score -354709.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -354730.781250 Penalty: 2392.165039
	Iteration 12Q: 3 clusters Score -354730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -354749.281250 Penalty: 2392.165039
	Iteration 13Q: 3 clusters Score -354749.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -354767.187500 Penalty: 2392.165039
	Iteration 14Q: 3 clusters Score -354767.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -354784.687500 Penalty: 2392.165039
	Iteration 15Q: 3 clusters Score -354784.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -354799.062500 Penalty: 2392.165039
	Iteration 16Q: 3 clusters Score -354799.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -354805.656250 Penalty: 2392.165039
	Iteration 17Q: 3 clusters Score -354805.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -354813.218750 Penalty: 2392.165039
	Iteration 18Q: 3 clusters Score -354813.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -354825.406250 Penalty: 2392.165039
	Iteration 19Q: 3 clusters Score -354825.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -354833.843750 Penalty: 2392.165039
	Iteration 20F: 3 clusters Score -354833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -354839.312500 Penalty: 2392.165039
	Iteration 21Q: 3 clusters Score -354839.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -354842.187500 Penalty: 2392.165039
	Iteration 22Q: 3 clusters Score -354842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -354845.125000 Penalty: 2392.165039
	Iteration 23Q: 3 clusters Score -354845.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -354850.343750 Penalty: 2392.165039
	Iteration 24Q: 3 clusters Score -354850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -354855.687500 Penalty: 2392.165039
	Iteration 25Q: 3 clusters Score -354855.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -354861.625000 Penalty: 2392.165039
	Iteration 26Q: 3 clusters Score -354861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -354867.312500 Penalty: 2392.165039
	Iteration 27Q: 3 clusters Score -354867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -354874.406250 Penalty: 2392.165039
	Iteration 28Q: 3 clusters Score -354874.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -354882.375000 Penalty: 2392.165039
	Iteration 29Q: 3 clusters Score -354882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -354887.718750 Penalty: 2392.165039
	Iteration 30Q: 3 clusters Score -354887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -354892.531250 Penalty: 2392.165039
	Iteration 31Q: 3 clusters Score -354892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -354897.531250 Penalty: 2392.165039
	Iteration 32Q: 3 clusters Score -354897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -354900.343750 Penalty: 2392.165039
	Iteration 33Q: 3 clusters Score -354900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -354903.656250 Penalty: 2392.165039
	Iteration 34Q: 3 clusters Score -354903.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -354906.937500 Penalty: 2392.165039
	Iteration 35Q: 3 clusters Score -354906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -354909.250000 Penalty: 2392.165039
	Iteration 36Q: 3 clusters Score -354909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -354911.750000 Penalty: 2392.165039
	Iteration 37Q: 3 clusters Score -354911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -354915.062500 Penalty: 2392.165039
	Iteration 38Q: 3 clusters Score -354915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -354918.656250 Penalty: 2392.165039
	Iteration 39Q: 3 clusters Score -354918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -354920.406250 Penalty: 2392.165039
	Iteration 40F: 3 clusters Score -354920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -354922.843750 Penalty: 2392.165039
	Iteration 41Q: 3 clusters Score -354922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -354924.125000 Penalty: 2392.165039
	Iteration 42Q: 3 clusters Score -354924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -354925.093750 Penalty: 2392.165039
	Iteration 43Q: 3 clusters Score -354925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -354927.687500 Penalty: 2392.165039
	Iteration 44Q: 3 clusters Score -354927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -354930.375000 Penalty: 2392.165039
	Iteration 45Q: 3 clusters Score -354930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -354931.218750 Penalty: 2392.165039
	Iteration 46Q: 3 clusters Score -354931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -354931.531250 Penalty: 2392.165039
	Iteration 47Q: 3 clusters Score -354931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -354931.531250 Penalty: 2392.165039
	Iteration 48F: 3 clusters Score -354931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Entering Unmasked Estep 
Score: -734333.500000 Penalty: 1299.270874
	Iteration 0F: 2 clusters Score -734333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -729954.812500 Penalty: 2598.541748
	Iteration 0F: 3 clusters Score -729954.8 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -731272.062500 Penalty: 2598.541748
	Iteration 1F: 3 clusters Score -731272.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -731489.937500 Penalty: 2598.541748
	Iteration 2F: 3 clusters Score -731489.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -731650.375000 Penalty: 2598.541748
	Iteration 3Q: 3 clusters Score -731650.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -731777.625000 Penalty: 2598.541748
	Iteration 4Q: 3 clusters Score -731777.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -731896.562500 Penalty: 2598.541748
	Iteration 5Q: 3 clusters Score -731896.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -732024.562500 Penalty: 2598.541748
	Iteration 6Q: 3 clusters Score -732024.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -732155.750000 Penalty: 2598.541748
	Iteration 7Q: 3 clusters Score -732155.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -732296.187500 Penalty: 2598.541748
	Iteration 8Q: 3 clusters Score -732296.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -732459.937500 Penalty: 2598.541748
	Iteration 9Q: 3 clusters Score -732459.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -732630.062500 Penalty: 2598.541748
	Iteration 10Q: 3 clusters Score -732630.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -732796.562500 Penalty: 2598.541748
	Iteration 11Q: 3 clusters Score -732796.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -732929.000000 Penalty: 2598.541748
	Iteration 12Q: 3 clusters Score -732929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -733036.125000 Penalty: 2598.541748
	Iteration 13Q: 3 clusters Score -733036.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -733120.500000 Penalty: 2598.541748
	Iteration 14Q: 3 clusters Score -733120.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -733188.937500 Penalty: 2598.541748
	Iteration 15Q: 3 clusters Score -733188.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -733254.562500 Penalty: 2598.541748
	Iteration 16Q: 3 clusters Score -733254.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -733301.375000 Penalty: 2598.541748
	Iteration 17Q: 3 clusters Score -733301.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -733332.375000 Penalty: 2598.541748
	Iteration 18Q: 3 clusters Score -733332.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -733353.312500 Penalty: 2598.541748
	Iteration 19Q: 3 clusters Score -733353.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -733375.125000 Penalty: 2598.541748
	Iteration 20F: 3 clusters Score -733375.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -733396.562500 Penalty: 2598.541748
	Iteration 21Q: 3 clusters Score -733396.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -733410.937500 Penalty: 2598.541748
	Iteration 22Q: 3 clusters Score -733410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -733418.187500 Penalty: 2598.541748
	Iteration 23Q: 3 clusters Score -733418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -733421.437500 Penalty: 2598.541748
	Iteration 24Q: 3 clusters Score -733421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -733426.187500 Penalty: 2598.541748
	Iteration 25Q: 3 clusters Score -733426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -733430.875000 Penalty: 2598.541748
	Iteration 26Q: 3 clusters Score -733430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -733436.625000 Penalty: 2598.541748
	Iteration 27Q: 3 clusters Score -733436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -733441.812500 Penalty: 2598.541748
	Iteration 28Q: 3 clusters Score -733441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -733442.812500 Penalty: 2598.541748
	Iteration 29Q: 3 clusters Score -733442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -733446.375000 Penalty: 2598.541748
	Iteration 30Q: 3 clusters Score -733446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -733447.187500 Penalty: 2598.541748
	Iteration 31Q: 3 clusters Score -733447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -733448.875000 Penalty: 2598.541748
	Iteration 32Q: 3 clusters Score -733448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -733450.187500 Penalty: 2598.541748
	Iteration 33Q: 3 clusters Score -733450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -733449.375000 Penalty: 2598.541748
	Iteration 34Q: 3 clusters Score -733449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -733452.437500 Penalty: 2598.541748
	Iteration 35Q: 3 clusters Score -733452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -733452.000000 Penalty: 2598.541748
	Iteration 36Q: 3 clusters Score -733452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -733452.000000 Penalty: 2598.541748
	Iteration 37F: 3 clusters Score -733452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -187097.203125 Penalty: 1104.893311
	Iteration 0F: 2 clusters Score -187097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -185421.734375 Penalty: 2209.786621
	Iteration 0F: 3 clusters Score -185421.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -185807.062500 Penalty: 2209.786621
	Iteration 1F: 3 clusters Score -185807.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -185910.234375 Penalty: 2209.786621
	Iteration 2F: 3 clusters Score -185910.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185962.156250 Penalty: 2209.786621
	Iteration 3Q: 3 clusters Score -185962.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185991.828125 Penalty: 2209.786621
	Iteration 4Q: 3 clusters Score -185991.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186017.265625 Penalty: 2209.786621
	Iteration 5Q: 3 clusters Score -186017.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186036.406250 Penalty: 2209.786621
	Iteration 6Q: 3 clusters Score -186036.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186048.484375 Penalty: 2209.786621
	Iteration 7Q: 3 clusters Score -186048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -186054.531250 Penalty: 2209.786621
	Iteration 8Q: 3 clusters Score -186054.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186065.015625 Penalty: 2209.786621
	Iteration 9Q: 3 clusters Score -186065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -186076.875000 Penalty: 2209.786621
	Iteration 10Q: 3 clusters Score -186076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -186085.843750 Penalty: 2209.786621
	Iteration 11Q: 3 clusters Score -186085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -186096.671875 Penalty: 2209.786621
	Iteration 12Q: 3 clusters Score -186096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -186101.296875 Penalty: 2209.786621
	Iteration 13Q: 3 clusters Score -186101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186105.125000 Penalty: 2209.786621
	Iteration 14Q: 3 clusters Score -186105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186107.203125 Penalty: 2209.786621
	Iteration 15Q: 3 clusters Score -186107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186108.187500 Penalty: 2209.786621
	Iteration 16Q: 3 clusters Score -186108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -186108.312500 Penalty: 2209.786621
	Iteration 17Q: 3 clusters Score -186108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -186108.843750 Penalty: 2209.786621
	Iteration 18Q: 3 clusters Score -186108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186110.437500 Penalty: 2209.786621
	Iteration 19Q: 3 clusters Score -186110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -186114.843750 Penalty: 2209.786621
	Iteration 20F: 3 clusters Score -186114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186115.734375 Penalty: 2209.786621
	Iteration 21Q: 3 clusters Score -186115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186119.093750 Penalty: 2209.786621
	Iteration 22Q: 3 clusters Score -186119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -186122.078125 Penalty: 2209.786621
	Iteration 23Q: 3 clusters Score -186122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186123.359375 Penalty: 2209.786621
	Iteration 24Q: 3 clusters Score -186123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -186125.125000 Penalty: 2209.786621
	Iteration 25Q: 3 clusters Score -186125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186126.390625 Penalty: 2209.786621
	Iteration 26Q: 3 clusters Score -186126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186128.359375 Penalty: 2209.786621
	Iteration 27Q: 3 clusters Score -186128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -186128.859375 Penalty: 2209.786621
	Iteration 28Q: 3 clusters Score -186128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -186128.859375 Penalty: 2209.786621
	Iteration 29F: 3 clusters Score -186128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -243908.750000 Penalty: 1151.940186
	Iteration 0F: 2 clusters Score -243908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -241840.312500 Penalty: 2303.880371
	Iteration 0F: 3 clusters Score -241840.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242398.765625 Penalty: 2303.880371
	Iteration 1F: 3 clusters Score -242398.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242529.375000 Penalty: 2303.880371
	Iteration 2F: 3 clusters Score -242529.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242639.578125 Penalty: 2303.880371
	Iteration 3F: 3 clusters Score -242639.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -242746.015625 Penalty: 2303.880371
	Iteration 4Q: 3 clusters Score -242746 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -242844.843750 Penalty: 2303.880371
	Iteration 5Q: 3 clusters Score -242844.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -242919.578125 Penalty: 2303.880371
	Iteration 6Q: 3 clusters Score -242919.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242978.984375 Penalty: 2303.880371
	Iteration 7Q: 3 clusters Score -242979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243020.328125 Penalty: 2303.880371
	Iteration 8Q: 3 clusters Score -243020.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243060.937500 Penalty: 2303.880371
	Iteration 9Q: 3 clusters Score -243060.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243096.078125 Penalty: 2303.880371
	Iteration 10Q: 3 clusters Score -243096.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -243137.640625 Penalty: 2303.880371
	Iteration 11Q: 3 clusters Score -243137.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -243167.796875 Penalty: 2303.880371
	Iteration 12Q: 3 clusters Score -243167.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -243190.625000 Penalty: 2303.880371
	Iteration 13Q: 3 clusters Score -243190.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243212.671875 Penalty: 2303.880371
	Iteration 14Q: 3 clusters Score -243212.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -243233.781250 Penalty: 2303.880371
	Iteration 15Q: 3 clusters Score -243233.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243248.000000 Penalty: 2303.880371
	Iteration 16Q: 3 clusters Score -243248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243266.328125 Penalty: 2303.880371
	Iteration 17Q: 3 clusters Score -243266.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -243280.359375 Penalty: 2303.880371
	Iteration 18Q: 3 clusters Score -243280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -243289.312500 Penalty: 2303.880371
	Iteration 19Q: 3 clusters Score -243289.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -243301.296875 Penalty: 2303.880371
	Iteration 20F: 3 clusters Score -243301.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -243315.500000 Penalty: 2303.880371
	Iteration 21Q: 3 clusters Score -243315.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -243326.656250 Penalty: 2303.880371
	Iteration 22Q: 3 clusters Score -243326.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -243343.906250 Penalty: 2303.880371
	Iteration 23Q: 3 clusters Score -243343.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -243367.109375 Penalty: 2303.880371
	Iteration 24Q: 3 clusters Score -243367.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -243386.312500 Penalty: 2303.880371
	Iteration 25Q: 3 clusters Score -243386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -243397.562500 Penalty: 2303.880371
	Iteration 26Q: 3 clusters Score -243397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -243402.906250 Penalty: 2303.880371
	Iteration 27Q: 3 clusters Score -243402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -243409.000000 Penalty: 2303.880371
	Iteration 28Q: 3 clusters Score -243409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -243410.406250 Penalty: 2303.880371
	Iteration 29Q: 3 clusters Score -243410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -243410.953125 Penalty: 2303.880371
	Iteration 30Q: 3 clusters Score -243411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -243411.484375 Penalty: 2303.880371
	Iteration 31Q: 3 clusters Score -243411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -243414.937500 Penalty: 2303.880371
	Iteration 32Q: 3 clusters Score -243414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -243416.093750 Penalty: 2303.880371
	Iteration 33Q: 3 clusters Score -243416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -243416.859375 Penalty: 2303.880371
	Iteration 34Q: 3 clusters Score -243416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -243418.718750 Penalty: 2303.880371
	Iteration 35Q: 3 clusters Score -243418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -243419.796875 Penalty: 2303.880371
	Iteration 36Q: 3 clusters Score -243419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -243422.953125 Penalty: 2303.880371
	Iteration 37Q: 3 clusters Score -243423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -243425.046875 Penalty: 2303.880371
	Iteration 38Q: 3 clusters Score -243425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -243430.468750 Penalty: 2303.880371
	Iteration 39Q: 3 clusters Score -243430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -243433.843750 Penalty: 2303.880371
	Iteration 40F: 3 clusters Score -243433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -243435.453125 Penalty: 2303.880371
	Iteration 41Q: 3 clusters Score -243435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -243436.312500 Penalty: 2303.880371
	Iteration 42Q: 3 clusters Score -243436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -243438.359375 Penalty: 2303.880371
	Iteration 43Q: 3 clusters Score -243438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -243440.265625 Penalty: 2303.880371
	Iteration 44Q: 3 clusters Score -243440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -243440.609375 Penalty: 2303.880371
	Iteration 45Q: 3 clusters Score -243440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -243440.609375 Penalty: 2303.880371
	Iteration 46F: 3 clusters Score -243440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -752058.562500 Penalty: 1322.954590
	Iteration 0F: 2 clusters Score -752058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -747080.875000 Penalty: 2645.909180
	Iteration 0F: 3 clusters Score -747080.9 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -748861.125000 Penalty: 2645.909180
	Iteration 1F: 3 clusters Score -748861.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -749160.437500 Penalty: 2645.909180
	Iteration 2F: 3 clusters Score -749160.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -749368.937500 Penalty: 2645.909180
	Iteration 3F: 3 clusters Score -749368.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -749526.000000 Penalty: 2645.909180
	Iteration 4Q: 3 clusters Score -749526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -749674.687500 Penalty: 2645.909180
	Iteration 5Q: 3 clusters Score -749674.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -749828.812500 Penalty: 2645.909180
	Iteration 6Q: 3 clusters Score -749828.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -749976.625000 Penalty: 2645.909180
	Iteration 7Q: 3 clusters Score -749976.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -750119.937500 Penalty: 2645.909180
	Iteration 8Q: 3 clusters Score -750119.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -750308.312500 Penalty: 2645.909180
	Iteration 9Q: 3 clusters Score -750308.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -750561.250000 Penalty: 2645.909180
	Iteration 10Q: 3 clusters Score -750561.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -750818.062500 Penalty: 2645.909180
	Iteration 11Q: 3 clusters Score -750818.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -751058.562500 Penalty: 2645.909180
	Iteration 12Q: 3 clusters Score -751058.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -751359.250000 Penalty: 2645.909180
	Iteration 13Q: 3 clusters Score -751359.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -751607.687500 Penalty: 2645.909180
	Iteration 14Q: 3 clusters Score -751607.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -751781.187500 Penalty: 2645.909180
	Iteration 15Q: 3 clusters Score -751781.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -751887.000000 Penalty: 2645.909180
	Iteration 16Q: 3 clusters Score -751887 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -751952.437500 Penalty: 2645.909180
	Iteration 17Q: 3 clusters Score -751952.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -751982.562500 Penalty: 2645.909180
	Iteration 18Q: 3 clusters Score -751982.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -752004.312500 Penalty: 2645.909180
	Iteration 19Q: 3 clusters Score -752004.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -752017.562500 Penalty: 2645.909180
	Iteration 20F: 3 clusters Score -752017.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -752025.625000 Penalty: 2645.909180
	Iteration 21Q: 3 clusters Score -752025.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -752034.312500 Penalty: 2645.909180
	Iteration 22Q: 3 clusters Score -752034.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -752041.687500 Penalty: 2645.909180
	Iteration 23Q: 3 clusters Score -752041.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -752046.250000 Penalty: 2645.909180
	Iteration 24Q: 3 clusters Score -752046.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -752051.250000 Penalty: 2645.909180
	Iteration 25Q: 3 clusters Score -752051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -752057.562500 Penalty: 2645.909180
	Iteration 26Q: 3 clusters Score -752057.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -752064.125000 Penalty: 2645.909180
	Iteration 27Q: 3 clusters Score -752064.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -752068.875000 Penalty: 2645.909180
	Iteration 28Q: 3 clusters Score -752068.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -752075.625000 Penalty: 2645.909180
	Iteration 29Q: 3 clusters Score -752075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -752080.625000 Penalty: 2645.909180
	Iteration 30Q: 3 clusters Score -752080.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -752083.062500 Penalty: 2645.909180
	Iteration 31Q: 3 clusters Score -752083.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -752085.750000 Penalty: 2645.909180
	Iteration 32Q: 3 clusters Score -752085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -752087.312500 Penalty: 2645.909180
	Iteration 33Q: 3 clusters Score -752087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -752087.375000 Penalty: 2645.909180
	Iteration 34Q: 3 clusters Score -752087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -752087.875000 Penalty: 2645.909180
	Iteration 35Q: 3 clusters Score -752087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -752091.250000 Penalty: 2645.909180
	Iteration 36Q: 3 clusters Score -752091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -752092.250000 Penalty: 2645.909180
	Iteration 37Q: 3 clusters Score -752092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -752093.187500 Penalty: 2645.909180
	Iteration 38Q: 3 clusters Score -752093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -752093.187500 Penalty: 2645.909180
	Iteration 39F: 3 clusters Score -752093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46265 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66749 members 
Mstep: Class 19 contains 68573 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 72226 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41073 members 
Mstep: Class 33 contains 36016 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50492 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18065 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12086 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85928 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 4908 members 
Entering Unmasked Estep 
Score: -111048200.000000 Penalty: 123378.664062
Splitting cluster 5 changes total score from -111049032.000000 to -111048200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -378404.468750 Penalty: 1211.668823
	Iteration 0F: 2 clusters Score -378404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -375675.312500 Penalty: 2423.337646
	Iteration 0F: 3 clusters Score -375675.3 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -376447.687500 Penalty: 2423.337646
	Iteration 1F: 3 clusters Score -376447.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -376608.437500 Penalty: 2423.337646
	Iteration 2F: 3 clusters Score -376608.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -376693.031250 Penalty: 2423.337646
	Iteration 3Q: 3 clusters Score -376693 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -376764.000000 Penalty: 2423.337646
	Iteration 4Q: 3 clusters Score -376764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -376814.125000 Penalty: 2423.337646
	Iteration 5Q: 3 clusters Score -376814.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -376848.062500 Penalty: 2423.337646
	Iteration 6Q: 3 clusters Score -376848.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -376876.656250 Penalty: 2423.337646
	Iteration 7Q: 3 clusters Score -376876.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -376896.406250 Penalty: 2423.337646
	Iteration 8Q: 3 clusters Score -376896.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -376912.281250 Penalty: 2423.337646
	Iteration 9Q: 3 clusters Score -376912.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -376929.218750 Penalty: 2423.337646
	Iteration 10Q: 3 clusters Score -376929.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -376940.718750 Penalty: 2423.337646
	Iteration 11Q: 3 clusters Score -376940.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -376949.656250 Penalty: 2423.337646
	Iteration 12Q: 3 clusters Score -376949.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -376959.250000 Penalty: 2423.337646
	Iteration 13Q: 3 clusters Score -376959.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -376964.406250 Penalty: 2423.337646
	Iteration 14Q: 3 clusters Score -376964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -376970.562500 Penalty: 2423.337646
	Iteration 15Q: 3 clusters Score -376970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -376974.125000 Penalty: 2423.337646
	Iteration 16Q: 3 clusters Score -376974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -376977.000000 Penalty: 2423.337646
	Iteration 17Q: 3 clusters Score -376977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -376979.000000 Penalty: 2423.337646
	Iteration 18Q: 3 clusters Score -376979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -376982.468750 Penalty: 2423.337646
	Iteration 19Q: 3 clusters Score -376982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -376985.937500 Penalty: 2423.337646
	Iteration 20F: 3 clusters Score -376985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -376994.093750 Penalty: 2423.337646
	Iteration 21Q: 3 clusters Score -376994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -377004.593750 Penalty: 2423.337646
	Iteration 22Q: 3 clusters Score -377004.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377016.531250 Penalty: 2423.337646
	Iteration 23Q: 3 clusters Score -377016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377030.218750 Penalty: 2423.337646
	Iteration 24Q: 3 clusters Score -377030.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -377042.000000 Penalty: 2423.337646
	Iteration 25Q: 3 clusters Score -377042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -377049.281250 Penalty: 2423.337646
	Iteration 26Q: 3 clusters Score -377049.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -377059.156250 Penalty: 2423.337646
	Iteration 27Q: 3 clusters Score -377059.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -377073.375000 Penalty: 2423.337646
	Iteration 28Q: 3 clusters Score -377073.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -377086.687500 Penalty: 2423.337646
	Iteration 29Q: 3 clusters Score -377086.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -377100.781250 Penalty: 2423.337646
	Iteration 30Q: 3 clusters Score -377100.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -377111.531250 Penalty: 2423.337646
	Iteration 31Q: 3 clusters Score -377111.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -377121.375000 Penalty: 2423.337646
	Iteration 32Q: 3 clusters Score -377121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -377130.031250 Penalty: 2423.337646
	Iteration 33Q: 3 clusters Score -377130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -377138.406250 Penalty: 2423.337646
	Iteration 34Q: 3 clusters Score -377138.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -377144.875000 Penalty: 2423.337646
	Iteration 35Q: 3 clusters Score -377144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -377151.062500 Penalty: 2423.337646
	Iteration 36Q: 3 clusters Score -377151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -377155.906250 Penalty: 2423.337646
	Iteration 37Q: 3 clusters Score -377155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -377161.281250 Penalty: 2423.337646
	Iteration 38Q: 3 clusters Score -377161.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -377165.375000 Penalty: 2423.337646
	Iteration 39Q: 3 clusters Score -377165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -377168.843750 Penalty: 2423.337646
	Iteration 40F: 3 clusters Score -377168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -377174.468750 Penalty: 2423.337646
	Iteration 41Q: 3 clusters Score -377174.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -377181.093750 Penalty: 2423.337646
	Iteration 42Q: 3 clusters Score -377181.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -377191.593750 Penalty: 2423.337646
	Iteration 43Q: 3 clusters Score -377191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -377201.406250 Penalty: 2423.337646
	Iteration 44Q: 3 clusters Score -377201.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -377208.656250 Penalty: 2423.337646
	Iteration 45Q: 3 clusters Score -377208.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -377214.718750 Penalty: 2423.337646
	Iteration 46Q: 3 clusters Score -377214.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -377223.125000 Penalty: 2423.337646
	Iteration 47Q: 3 clusters Score -377223.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -377231.625000 Penalty: 2423.337646
	Iteration 48Q: 3 clusters Score -377231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -377238.031250 Penalty: 2423.337646
	Iteration 49Q: 3 clusters Score -377238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -377248.718750 Penalty: 2423.337646
	Iteration 50Q: 3 clusters Score -377248.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -377255.718750 Penalty: 2423.337646
	Iteration 51Q: 3 clusters Score -377255.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -377261.156250 Penalty: 2423.337646
	Iteration 52Q: 3 clusters Score -377261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -377267.250000 Penalty: 2423.337646
	Iteration 53Q: 3 clusters Score -377267.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -377271.781250 Penalty: 2423.337646
	Iteration 54Q: 3 clusters Score -377271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -377275.093750 Penalty: 2423.337646
	Iteration 55Q: 3 clusters Score -377275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -377275.312500 Penalty: 2423.337646
	Iteration 56Q: 3 clusters Score -377275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -377275.750000 Penalty: 2423.337646
	Iteration 57Q: 3 clusters Score -377275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -377275.750000 Penalty: 2423.337646
	Iteration 58F: 3 clusters Score -377275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -23325.650391 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -23325.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22660.345703 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -22660.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22800.666016 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -22800.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22862.302734 Penalty: 1675.848633
	Iteration 2F: 3 clusters Score -22862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22906.324219 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -22906.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22912.117188 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -22912.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22915.146484 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -22915.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22922.367188 Penalty: 1675.848633
	Iteration 6Q: 3 clusters Score -22922.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22923.324219 Penalty: 1675.848633
	Iteration 7Q: 3 clusters Score -22923.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22923.324219 Penalty: 1675.848633
	Iteration 8F: 3 clusters Score -22923.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -480407.875000 Penalty: 1249.817383
	Iteration 0F: 2 clusters Score -480407.9 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 2266 members 
Entering Unmasked Estep 
Score: -477066.593750 Penalty: 2499.634766
	Iteration 0F: 3 clusters Score -477066.6 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -477999.531250 Penalty: 2499.634766
	Iteration 1F: 3 clusters Score -477999.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -478213.937500 Penalty: 2499.634766
	Iteration 2F: 3 clusters Score -478213.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -478351.312500 Penalty: 2499.634766
	Iteration 3Q: 3 clusters Score -478351.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -478444.406250 Penalty: 2499.634766
	Iteration 4Q: 3 clusters Score -478444.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -478509.062500 Penalty: 2499.634766
	Iteration 5Q: 3 clusters Score -478509.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -478553.875000 Penalty: 2499.634766
	Iteration 6Q: 3 clusters Score -478553.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -478583.406250 Penalty: 2499.634766
	Iteration 7Q: 3 clusters Score -478583.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -478609.500000 Penalty: 2499.634766
	Iteration 8Q: 3 clusters Score -478609.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -478627.843750 Penalty: 2499.634766
	Iteration 9Q: 3 clusters Score -478627.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -478646.218750 Penalty: 2499.634766
	Iteration 10Q: 3 clusters Score -478646.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -478662.562500 Penalty: 2499.634766
	Iteration 11Q: 3 clusters Score -478662.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -478677.562500 Penalty: 2499.634766
	Iteration 12Q: 3 clusters Score -478677.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -478690.406250 Penalty: 2499.634766
	Iteration 13Q: 3 clusters Score -478690.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -478705.531250 Penalty: 2499.634766
	Iteration 14Q: 3 clusters Score -478705.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -478723.843750 Penalty: 2499.634766
	Iteration 15Q: 3 clusters Score -478723.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -478740.531250 Penalty: 2499.634766
	Iteration 16Q: 3 clusters Score -478740.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -478758.687500 Penalty: 2499.634766
	Iteration 17Q: 3 clusters Score -478758.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -478780.781250 Penalty: 2499.634766
	Iteration 18Q: 3 clusters Score -478780.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478805.562500 Penalty: 2499.634766
	Iteration 19Q: 3 clusters Score -478805.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -478828.625000 Penalty: 2499.634766
	Iteration 20F: 3 clusters Score -478828.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -478857.937500 Penalty: 2499.634766
	Iteration 21Q: 3 clusters Score -478857.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -478892.656250 Penalty: 2499.634766
	Iteration 22Q: 3 clusters Score -478892.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -478923.031250 Penalty: 2499.634766
	Iteration 23Q: 3 clusters Score -478923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -478962.500000 Penalty: 2499.634766
	Iteration 24Q: 3 clusters Score -478962.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -479011.218750 Penalty: 2499.634766
	Iteration 25Q: 3 clusters Score -479011.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -479063.031250 Penalty: 2499.634766
	Iteration 26Q: 3 clusters Score -479063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -479119.750000 Penalty: 2499.634766
	Iteration 27Q: 3 clusters Score -479119.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -479181.937500 Penalty: 2499.634766
	Iteration 28Q: 3 clusters Score -479181.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -479238.531250 Penalty: 2499.634766
	Iteration 29Q: 3 clusters Score -479238.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -479287.031250 Penalty: 2499.634766
	Iteration 30Q: 3 clusters Score -479287 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -479340.968750 Penalty: 2499.634766
	Iteration 31Q: 3 clusters Score -479341 nChanged 82
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: -479384.093750 Penalty: 2499.634766
	Iteration 32Q: 3 clusters Score -479384.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -479415.718750 Penalty: 2499.634766
	Iteration 33Q: 3 clusters Score -479415.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -479441.812500 Penalty: 2499.634766
	Iteration 34Q: 3 clusters Score -479441.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -479462.968750 Penalty: 2499.634766
	Iteration 35Q: 3 clusters Score -479463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -479477.843750 Penalty: 2499.634766
	Iteration 36Q: 3 clusters Score -479477.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -479503.062500 Penalty: 2499.634766
	Iteration 37Q: 3 clusters Score -479503.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -479530.937500 Penalty: 2499.634766
	Iteration 38Q: 3 clusters Score -479530.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -479548.875000 Penalty: 2499.634766
	Iteration 39Q: 3 clusters Score -479548.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -479568.906250 Penalty: 2499.634766
	Iteration 40F: 3 clusters Score -479568.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -479582.781250 Penalty: 2499.634766
	Iteration 41Q: 3 clusters Score -479582.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -479589.843750 Penalty: 2499.634766
	Iteration 42Q: 3 clusters Score -479589.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -479597.375000 Penalty: 2499.634766
	Iteration 43Q: 3 clusters Score -479597.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -479606.468750 Penalty: 2499.634766
	Iteration 44Q: 3 clusters Score -479606.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -479612.718750 Penalty: 2499.634766
	Iteration 45Q: 3 clusters Score -479612.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -479618.281250 Penalty: 2499.634766
	Iteration 46Q: 3 clusters Score -479618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -479623.906250 Penalty: 2499.634766
	Iteration 47Q: 3 clusters Score -479623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -479631.593750 Penalty: 2499.634766
	Iteration 48Q: 3 clusters Score -479631.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -479638.250000 Penalty: 2499.634766
	Iteration 49Q: 3 clusters Score -479638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -479645.968750 Penalty: 2499.634766
	Iteration 50Q: 3 clusters Score -479646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -479653.156250 Penalty: 2499.634766
	Iteration 51Q: 3 clusters Score -479653.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -479661.343750 Penalty: 2499.634766
	Iteration 52Q: 3 clusters Score -479661.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -479667.562500 Penalty: 2499.634766
	Iteration 53Q: 3 clusters Score -479667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -479671.000000 Penalty: 2499.634766
	Iteration 54Q: 3 clusters Score -479671 nChanged 14
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: -479678.093750 Penalty: 2499.634766
	Iteration 55Q: 3 clusters Score -479678.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -479683.343750 Penalty: 2499.634766
	Iteration 56Q: 3 clusters Score -479683.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -479687.250000 Penalty: 2499.634766
	Iteration 57Q: 3 clusters Score -479687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -479693.093750 Penalty: 2499.634766
	Iteration 58Q: 3 clusters Score -479693.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -479699.968750 Penalty: 2499.634766
	Iteration 59Q: 3 clusters Score -479700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -479707.593750 Penalty: 2499.634766
	Iteration 60F: 3 clusters Score -479707.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -479712.906250 Penalty: 2499.634766
	Iteration 61Q: 3 clusters Score -479712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -479718.062500 Penalty: 2499.634766
	Iteration 62Q: 3 clusters Score -479718.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -479723.031250 Penalty: 2499.634766
	Iteration 63Q: 3 clusters Score -479723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -479727.156250 Penalty: 2499.634766
	Iteration 64Q: 3 clusters Score -479727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -479734.062500 Penalty: 2499.634766
	Iteration 65Q: 3 clusters Score -479734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -479738.437500 Penalty: 2499.634766
	Iteration 66Q: 3 clusters Score -479738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -479742.906250 Penalty: 2499.634766
	Iteration 67Q: 3 clusters Score -479742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -479747.062500 Penalty: 2499.634766
	Iteration 68Q: 3 clusters Score -479747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -479754.437500 Penalty: 2499.634766
	Iteration 69Q: 3 clusters Score -479754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -479760.250000 Penalty: 2499.634766
	Iteration 70Q: 3 clusters Score -479760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -479763.093750 Penalty: 2499.634766
	Iteration 71Q: 3 clusters Score -479763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -479766.156250 Penalty: 2499.634766
	Iteration 72Q: 3 clusters Score -479766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -479767.437500 Penalty: 2499.634766
	Iteration 73Q: 3 clusters Score -479767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -479768.531250 Penalty: 2499.634766
	Iteration 74Q: 3 clusters Score -479768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -479768.531250 Penalty: 2499.634766
	Iteration 75F: 3 clusters Score -479768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -572004.312500 Penalty: 1270.712891
	Iteration 0F: 2 clusters Score -572004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -568271.625000 Penalty: 2541.425781
	Iteration 0F: 3 clusters Score -568271.6 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -569376.250000 Penalty: 2541.425781
	Iteration 1F: 3 clusters Score -569376.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -569626.062500 Penalty: 2541.425781
	Iteration 2F: 3 clusters Score -569626.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -569785.437500 Penalty: 2541.425781
	Iteration 3F: 3 clusters Score -569785.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -569878.312500 Penalty: 2541.425781
	Iteration 4Q: 3 clusters Score -569878.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -569934.250000 Penalty: 2541.425781
	Iteration 5Q: 3 clusters Score -569934.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -569979.250000 Penalty: 2541.425781
	Iteration 6Q: 3 clusters Score -569979.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -570013.562500 Penalty: 2541.425781
	Iteration 7Q: 3 clusters Score -570013.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -570047.500000 Penalty: 2541.425781
	Iteration 8Q: 3 clusters Score -570047.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -570084.062500 Penalty: 2541.425781
	Iteration 9Q: 3 clusters Score -570084.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -570115.812500 Penalty: 2541.425781
	Iteration 10Q: 3 clusters Score -570115.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -570144.312500 Penalty: 2541.425781
	Iteration 11Q: 3 clusters Score -570144.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -570168.125000 Penalty: 2541.425781
	Iteration 12Q: 3 clusters Score -570168.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -570194.062500 Penalty: 2541.425781
	Iteration 13Q: 3 clusters Score -570194.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -570218.812500 Penalty: 2541.425781
	Iteration 14Q: 3 clusters Score -570218.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -570239.625000 Penalty: 2541.425781
	Iteration 15Q: 3 clusters Score -570239.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -570255.500000 Penalty: 2541.425781
	Iteration 16Q: 3 clusters Score -570255.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -570274.562500 Penalty: 2541.425781
	Iteration 17Q: 3 clusters Score -570274.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -570287.375000 Penalty: 2541.425781
	Iteration 18Q: 3 clusters Score -570287.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -570302.125000 Penalty: 2541.425781
	Iteration 19Q: 3 clusters Score -570302.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -570320.187500 Penalty: 2541.425781
	Iteration 20F: 3 clusters Score -570320.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -570343.562500 Penalty: 2541.425781
	Iteration 21Q: 3 clusters Score -570343.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -570359.937500 Penalty: 2541.425781
	Iteration 22Q: 3 clusters Score -570359.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -570386.187500 Penalty: 2541.425781
	Iteration 23Q: 3 clusters Score -570386.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -570410.937500 Penalty: 2541.425781
	Iteration 24Q: 3 clusters Score -570410.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -570431.437500 Penalty: 2541.425781
	Iteration 25Q: 3 clusters Score -570431.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -570456.875000 Penalty: 2541.425781
	Iteration 26Q: 3 clusters Score -570456.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -570484.125000 Penalty: 2541.425781
	Iteration 27Q: 3 clusters Score -570484.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -570517.312500 Penalty: 2541.425781
	Iteration 28Q: 3 clusters Score -570517.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -570542.750000 Penalty: 2541.425781
	Iteration 29Q: 3 clusters Score -570542.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -570563.562500 Penalty: 2541.425781
	Iteration 30Q: 3 clusters Score -570563.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -570586.250000 Penalty: 2541.425781
	Iteration 31Q: 3 clusters Score -570586.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -570612.125000 Penalty: 2541.425781
	Iteration 32Q: 3 clusters Score -570612.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -570643.187500 Penalty: 2541.425781
	Iteration 33Q: 3 clusters Score -570643.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -570670.812500 Penalty: 2541.425781
	Iteration 34Q: 3 clusters Score -570670.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -570700.437500 Penalty: 2541.425781
	Iteration 35Q: 3 clusters Score -570700.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -570721.750000 Penalty: 2541.425781
	Iteration 36Q: 3 clusters Score -570721.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -570744.500000 Penalty: 2541.425781
	Iteration 37Q: 3 clusters Score -570744.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -570770.062500 Penalty: 2541.425781
	Iteration 38Q: 3 clusters Score -570770.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -570795.000000 Penalty: 2541.425781
	Iteration 39Q: 3 clusters Score -570795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -570817.875000 Penalty: 2541.425781
	Iteration 40F: 3 clusters Score -570817.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -570837.312500 Penalty: 2541.425781
	Iteration 41Q: 3 clusters Score -570837.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -570855.687500 Penalty: 2541.425781
	Iteration 42Q: 3 clusters Score -570855.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -570875.000000 Penalty: 2541.425781
	Iteration 43Q: 3 clusters Score -570875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -570895.062500 Penalty: 2541.425781
	Iteration 44Q: 3 clusters Score -570895.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -570913.187500 Penalty: 2541.425781
	Iteration 45Q: 3 clusters Score -570913.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -570923.375000 Penalty: 2541.425781
	Iteration 46Q: 3 clusters Score -570923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -570926.437500 Penalty: 2541.425781
	Iteration 47Q: 3 clusters Score -570926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -570930.687500 Penalty: 2541.425781
	Iteration 48Q: 3 clusters Score -570930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -570932.000000 Penalty: 2541.425781
	Iteration 49Q: 3 clusters Score -570932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -570936.562500 Penalty: 2541.425781
	Iteration 50Q: 3 clusters Score -570936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -570941.250000 Penalty: 2541.425781
	Iteration 51Q: 3 clusters Score -570941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -570944.687500 Penalty: 2541.425781
	Iteration 52Q: 3 clusters Score -570944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -570946.312500 Penalty: 2541.425781
	Iteration 53Q: 3 clusters Score -570946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -570949.375000 Penalty: 2541.425781
	Iteration 54Q: 3 clusters Score -570949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -570952.187500 Penalty: 2541.425781
	Iteration 55Q: 3 clusters Score -570952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -570954.375000 Penalty: 2541.425781
	Iteration 56Q: 3 clusters Score -570954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -570954.375000 Penalty: 2541.425781
	Iteration 57F: 3 clusters Score -570954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Entering Unmasked Estep 
Score: -2791163.500000 Penalty: 1503.508301
	Iteration 0F: 2 clusters Score -2791164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2775250.250000 Penalty: 3007.016602
	Iteration 0F: 3 clusters Score -2775250 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2781012.500000 Penalty: 3007.016602
	Iteration 1F: 3 clusters Score -2781012 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2781415.000000 Penalty: 3007.016602
	Iteration 2F: 3 clusters Score -2781415 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2781743.000000 Penalty: 3007.016602
	Iteration 3Q: 3 clusters Score -2781743 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2782053.000000 Penalty: 3007.016602
	Iteration 4Q: 3 clusters Score -2782053 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2782386.500000 Penalty: 3007.016602
	Iteration 5Q: 3 clusters Score -2782386 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2782779.500000 Penalty: 3007.016602
	Iteration 6Q: 3 clusters Score -2782780 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2783181.750000 Penalty: 3007.016602
	Iteration 7Q: 3 clusters Score -2783182 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2783610.000000 Penalty: 3007.016602
	Iteration 8Q: 3 clusters Score -2783610 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2783980.000000 Penalty: 3007.016602
	Iteration 9Q: 3 clusters Score -2783980 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2784353.500000 Penalty: 3007.016602
	Iteration 10Q: 3 clusters Score -2784354 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2784779.000000 Penalty: 3007.016602
	Iteration 11Q: 3 clusters Score -2784779 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2785260.500000 Penalty: 3007.016602
	Iteration 12Q: 3 clusters Score -2785260 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2785779.000000 Penalty: 3007.016602
	Iteration 13Q: 3 clusters Score -2785779 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2786331.750000 Penalty: 3007.016602
	Iteration 14Q: 3 clusters Score -2786332 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2786907.750000 Penalty: 3007.016602
	Iteration 15Q: 3 clusters Score -2786908 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2787509.000000 Penalty: 3007.016602
	Iteration 16Q: 3 clusters Score -2787509 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2788082.500000 Penalty: 3007.016602
	Iteration 17Q: 3 clusters Score -2788082 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2788600.000000 Penalty: 3007.016602
	Iteration 18Q: 3 clusters Score -2788600 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2789007.000000 Penalty: 3007.016602
	Iteration 19Q: 3 clusters Score -2789007 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2789323.750000 Penalty: 3007.016602
	Iteration 20F: 3 clusters Score -2789324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2789518.500000 Penalty: 3007.016602
	Iteration 21Q: 3 clusters Score -2789518 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2789659.000000 Penalty: 3007.016602
	Iteration 22Q: 3 clusters Score -2789659 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2789751.250000 Penalty: 3007.016602
	Iteration 23Q: 3 clusters Score -2789751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2789832.000000 Penalty: 3007.016602
	Iteration 24Q: 3 clusters Score -2789832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2789881.000000 Penalty: 3007.016602
	Iteration 25Q: 3 clusters Score -2789881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2789920.500000 Penalty: 3007.016602
	Iteration 26Q: 3 clusters Score -2789920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2789938.250000 Penalty: 3007.016602
	Iteration 27Q: 3 clusters Score -2789938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2789950.750000 Penalty: 3007.016602
	Iteration 28Q: 3 clusters Score -2789951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2789960.250000 Penalty: 3007.016602
	Iteration 29Q: 3 clusters Score -2789960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2789976.000000 Penalty: 3007.016602
	Iteration 30Q: 3 clusters Score -2789976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2789986.750000 Penalty: 3007.016602
	Iteration 31Q: 3 clusters Score -2789987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2789998.000000 Penalty: 3007.016602
	Iteration 32Q: 3 clusters Score -2789998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2790017.250000 Penalty: 3007.016602
	Iteration 33Q: 3 clusters Score -2790017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2790019.750000 Penalty: 3007.016602
	Iteration 34Q: 3 clusters Score -2790020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2790019.750000 Penalty: 3007.016602
	Iteration 35Q: 3 clusters Score -2790020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2790021.000000 Penalty: 3007.016602
	Iteration 36Q: 3 clusters Score -2790021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2790027.250000 Penalty: 3007.016602
	Iteration 37Q: 3 clusters Score -2790027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2790031.250000 Penalty: 3007.016602
	Iteration 38Q: 3 clusters Score -2790031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2790031.250000 Penalty: 3007.016602
	Iteration 39F: 3 clusters Score -2790031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Entering Unmasked Estep 
Score: -7360972.500000 Penalty: 1643.816284
	Iteration 0F: 2 clusters Score -7360972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7320127.500000 Penalty: 3287.632568
	Iteration 0F: 3 clusters Score -7320128 nChanged 29229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -7336335.500000 Penalty: 3287.632568
	Iteration 1F: 3 clusters Score -7336336 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -7336929.000000 Penalty: 3287.632568
	Iteration 2Q: 3 clusters Score -7336929 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7337596.000000 Penalty: 3287.632568
	Iteration 3Q: 3 clusters Score -7337596 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -7338344.500000 Penalty: 3287.632568
	Iteration 4Q: 3 clusters Score -7338344 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -7339319.000000 Penalty: 3287.632568
	Iteration 5Q: 3 clusters Score -7339319 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -7340816.500000 Penalty: 3287.632568
	Iteration 6F: 3 clusters Score -7340816 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -7343282.500000 Penalty: 3287.632568
	Iteration 7F: 3 clusters Score -7343282 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7346970.000000 Penalty: 3287.632568
	Iteration 8F: 3 clusters Score -7346970 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -7351585.000000 Penalty: 3287.632568
	Iteration 9F: 3 clusters Score -7351585 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7355824.500000 Penalty: 3287.632568
	Iteration 10F: 3 clusters Score -7355824 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7358176.000000 Penalty: 3287.632568
	Iteration 11Q: 3 clusters Score -7358176 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7359095.500000 Penalty: 3287.632568
	Iteration 12Q: 3 clusters Score -7359096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7359442.000000 Penalty: 3287.632568
	Iteration 13Q: 3 clusters Score -7359442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7359540.000000 Penalty: 3287.632568
	Iteration 14Q: 3 clusters Score -7359540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7359594.000000 Penalty: 3287.632568
	Iteration 15Q: 3 clusters Score -7359594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7359599.500000 Penalty: 3287.632568
	Iteration 16Q: 3 clusters Score -7359600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7359623.000000 Penalty: 3287.632568
	Iteration 17Q: 3 clusters Score -7359623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7359639.500000 Penalty: 3287.632568
	Iteration 18Q: 3 clusters Score -7359640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7359647.500000 Penalty: 3287.632568
	Iteration 19Q: 3 clusters Score -7359648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7359651.500000 Penalty: 3287.632568
	Iteration 20F: 3 clusters Score -7359652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7359661.500000 Penalty: 3287.632568
	Iteration 21Q: 3 clusters Score -7359662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7359659.500000 Penalty: 3287.632568
	Iteration 22Q: 3 clusters Score -7359660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7359667.500000 Penalty: 3287.632568
	Iteration 23Q: 3 clusters Score -7359668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7359674.000000 Penalty: 3287.632568
	Iteration 24Q: 3 clusters Score -7359674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7359685.000000 Penalty: 3287.632568
	Iteration 25Q: 3 clusters Score -7359685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7359691.500000 Penalty: 3287.632568
	Iteration 26Q: 3 clusters Score -7359692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7359691.000000 Penalty: 3287.632568
	Iteration 27Q: 3 clusters Score -7359691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7359691.000000 Penalty: 3287.632568
	Iteration 28F: 3 clusters Score -7359691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Entering Unmasked Estep 
Score: -5415962.000000 Penalty: 1598.430542
	Iteration 0F: 2 clusters Score -5415962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5385840.000000 Penalty: 3196.861084
	Iteration 0F: 3 clusters Score -5385840 nChanged 21256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5397436.500000 Penalty: 3196.861084
	Iteration 1F: 3 clusters Score -5397436 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5398073.000000 Penalty: 3196.861084
	Iteration 2Q: 3 clusters Score -5398073 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5398749.500000 Penalty: 3196.861084
	Iteration 3Q: 3 clusters Score -5398750 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5399725.500000 Penalty: 3196.861084
	Iteration 4Q: 3 clusters Score -5399726 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -5401114.500000 Penalty: 3196.861084
	Iteration 5F: 3 clusters Score -5401114 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5403231.000000 Penalty: 3196.861084
	Iteration 6F: 3 clusters Score -5403231 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5406105.500000 Penalty: 3196.861084
	Iteration 7F: 3 clusters Score -5406106 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5409175.500000 Penalty: 3196.861084
	Iteration 8F: 3 clusters Score -5409176 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5411544.500000 Penalty: 3196.861084
	Iteration 9F: 3 clusters Score -5411544 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5413064.500000 Penalty: 3196.861084
	Iteration 10Q: 3 clusters Score -5413064 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5413943.500000 Penalty: 3196.861084
	Iteration 11Q: 3 clusters Score -5413944 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5414291.500000 Penalty: 3196.861084
	Iteration 12Q: 3 clusters Score -5414292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -5414472.000000 Penalty: 3196.861084
	Iteration 13Q: 3 clusters Score -5414472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5414567.500000 Penalty: 3196.861084
	Iteration 14Q: 3 clusters Score -5414568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -5414631.000000 Penalty: 3196.861084
	Iteration 15Q: 3 clusters Score -5414631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -5414650.500000 Penalty: 3196.861084
	Iteration 16Q: 3 clusters Score -5414650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5414672.000000 Penalty: 3196.861084
	Iteration 17Q: 3 clusters Score -5414672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -5414681.000000 Penalty: 3196.861084
	Iteration 18Q: 3 clusters Score -5414681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -5414690.000000 Penalty: 3196.861084
	Iteration 19Q: 3 clusters Score -5414690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -5414701.000000 Penalty: 3196.861084
	Iteration 20F: 3 clusters Score -5414701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5414709.500000 Penalty: 3196.861084
	Iteration 21Q: 3 clusters Score -5414710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5414709.500000 Penalty: 3196.861084
	Iteration 22Q: 3 clusters Score -5414710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5414712.500000 Penalty: 3196.861084
	Iteration 23Q: 3 clusters Score -5414712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5414716.500000 Penalty: 3196.861084
	Iteration 24Q: 3 clusters Score -5414716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5414734.500000 Penalty: 3196.861084
	Iteration 25Q: 3 clusters Score -5414734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5414744.500000 Penalty: 3196.861084
	Iteration 26Q: 3 clusters Score -5414744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -5414747.000000 Penalty: 3196.861084
	Iteration 27Q: 3 clusters Score -5414747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5414743.000000 Penalty: 3196.861084
	Iteration 28Q: 3 clusters Score -5414743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5414743.000000 Penalty: 3196.861084
	Iteration 29F: 3 clusters Score -5414743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Entering Unmasked Estep 
Score: -1320725.125000 Penalty: 1397.516479
	Iteration 0F: 2 clusters Score -1320725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1312703.750000 Penalty: 2795.032959
	Iteration 0F: 3 clusters Score -1312704 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1315364.125000 Penalty: 2795.032959
	Iteration 1F: 3 clusters Score -1315364 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1315691.125000 Penalty: 2795.032959
	Iteration 2F: 3 clusters Score -1315691 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1315949.750000 Penalty: 2795.032959
	Iteration 3F: 3 clusters Score -1315950 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1316158.250000 Penalty: 2795.032959
	Iteration 4Q: 3 clusters Score -1316158 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1316334.000000 Penalty: 2795.032959
	Iteration 5Q: 3 clusters Score -1316334 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1316474.125000 Penalty: 2795.032959
	Iteration 6Q: 3 clusters Score -1316474 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1316589.625000 Penalty: 2795.032959
	Iteration 7Q: 3 clusters Score -1316590 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1316688.500000 Penalty: 2795.032959
	Iteration 8Q: 3 clusters Score -1316688 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1316799.500000 Penalty: 2795.032959
	Iteration 9Q: 3 clusters Score -1316800 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1316934.500000 Penalty: 2795.032959
	Iteration 10Q: 3 clusters Score -1316934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1317063.625000 Penalty: 2795.032959
	Iteration 11Q: 3 clusters Score -1317064 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1317205.750000 Penalty: 2795.032959
	Iteration 12Q: 3 clusters Score -1317206 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1317375.875000 Penalty: 2795.032959
	Iteration 13Q: 3 clusters Score -1317376 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1317602.125000 Penalty: 2795.032959
	Iteration 14Q: 3 clusters Score -1317602 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1317874.000000 Penalty: 2795.032959
	Iteration 15Q: 3 clusters Score -1317874 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1318144.875000 Penalty: 2795.032959
	Iteration 16Q: 3 clusters Score -1318145 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1318415.625000 Penalty: 2795.032959
	Iteration 17Q: 3 clusters Score -1318416 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1318647.250000 Penalty: 2795.032959
	Iteration 18Q: 3 clusters Score -1318647 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1318864.125000 Penalty: 2795.032959
	Iteration 19Q: 3 clusters Score -1318864 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1319020.625000 Penalty: 2795.032959
	Iteration 20F: 3 clusters Score -1319021 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1319141.875000 Penalty: 2795.032959
	Iteration 21Q: 3 clusters Score -1319142 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1319228.875000 Penalty: 2795.032959
	Iteration 22Q: 3 clusters Score -1319229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1319296.500000 Penalty: 2795.032959
	Iteration 23Q: 3 clusters Score -1319296 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1319352.875000 Penalty: 2795.032959
	Iteration 24Q: 3 clusters Score -1319353 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1319411.125000 Penalty: 2795.032959
	Iteration 25Q: 3 clusters Score -1319411 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1319458.625000 Penalty: 2795.032959
	Iteration 26Q: 3 clusters Score -1319459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1319503.875000 Penalty: 2795.032959
	Iteration 27Q: 3 clusters Score -1319504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1319538.375000 Penalty: 2795.032959
	Iteration 28Q: 3 clusters Score -1319538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1319578.125000 Penalty: 2795.032959
	Iteration 29Q: 3 clusters Score -1319578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1319605.875000 Penalty: 2795.032959
	Iteration 30Q: 3 clusters Score -1319606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1319629.750000 Penalty: 2795.032959
	Iteration 31Q: 3 clusters Score -1319630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1319658.500000 Penalty: 2795.032959
	Iteration 32Q: 3 clusters Score -1319658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1319677.500000 Penalty: 2795.032959
	Iteration 33Q: 3 clusters Score -1319678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1319688.750000 Penalty: 2795.032959
	Iteration 34Q: 3 clusters Score -1319689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1319704.000000 Penalty: 2795.032959
	Iteration 35Q: 3 clusters Score -1319704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1319710.625000 Penalty: 2795.032959
	Iteration 36Q: 3 clusters Score -1319711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1319718.750000 Penalty: 2795.032959
	Iteration 37Q: 3 clusters Score -1319719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1319726.250000 Penalty: 2795.032959
	Iteration 38Q: 3 clusters Score -1319726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1319731.125000 Penalty: 2795.032959
	Iteration 39Q: 3 clusters Score -1319731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1319735.375000 Penalty: 2795.032959
	Iteration 40F: 3 clusters Score -1319735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1319743.375000 Penalty: 2795.032959
	Iteration 41Q: 3 clusters Score -1319743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1319744.375000 Penalty: 2795.032959
	Iteration 42Q: 3 clusters Score -1319744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1319746.625000 Penalty: 2795.032959
	Iteration 43Q: 3 clusters Score -1319747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1319753.500000 Penalty: 2795.032959
	Iteration 44Q: 3 clusters Score -1319754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1319757.625000 Penalty: 2795.032959
	Iteration 45Q: 3 clusters Score -1319758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1319759.375000 Penalty: 2795.032959
	Iteration 46Q: 3 clusters Score -1319759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1319759.750000 Penalty: 2795.032959
	Iteration 47Q: 3 clusters Score -1319760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1319758.500000 Penalty: 2795.032959
	Iteration 48Q: 3 clusters Score -1319758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1319759.500000 Penalty: 2795.032959
	Iteration 49Q: 3 clusters Score -1319760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1319759.000000 Penalty: 2795.032959
	Iteration 50Q: 3 clusters Score -1319759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1319761.750000 Penalty: 2795.032959
	Iteration 51Q: 3 clusters Score -1319762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1319760.625000 Penalty: 2795.032959
	Iteration 52Q: 3 clusters Score -1319761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1319761.125000 Penalty: 2795.032959
	Iteration 53Q: 3 clusters Score -1319761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1319762.625000 Penalty: 2795.032959
	Iteration 54Q: 3 clusters Score -1319763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1319765.125000 Penalty: 2795.032959
	Iteration 55Q: 3 clusters Score -1319765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1319763.750000 Penalty: 2795.032959
	Iteration 56Q: 3 clusters Score -1319764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1319765.875000 Penalty: 2795.032959
	Iteration 57Q: 3 clusters Score -1319766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1319768.000000 Penalty: 2795.032959
	Iteration 58Q: 3 clusters Score -1319768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1319768.875000 Penalty: 2795.032959
	Iteration 59Q: 3 clusters Score -1319769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1319768.875000 Penalty: 2795.032959
	Iteration 60F: 3 clusters Score -1319769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Entering Unmasked Estep 
Score: -2334765.000000 Penalty: 1478.434082
	Iteration 0F: 2 clusters Score -2334765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2321143.000000 Penalty: 2956.868164
	Iteration 0F: 3 clusters Score -2321143 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2326164.000000 Penalty: 2956.868164
	Iteration 1F: 3 clusters Score -2326164 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2326628.750000 Penalty: 2956.868164
	Iteration 2F: 3 clusters Score -2326629 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2326974.000000 Penalty: 2956.868164
	Iteration 3Q: 3 clusters Score -2326974 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2327289.750000 Penalty: 2956.868164
	Iteration 4Q: 3 clusters Score -2327290 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2327632.000000 Penalty: 2956.868164
	Iteration 5Q: 3 clusters Score -2327632 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2328020.000000 Penalty: 2956.868164
	Iteration 6Q: 3 clusters Score -2328020 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2328425.250000 Penalty: 2956.868164
	Iteration 7Q: 3 clusters Score -2328425 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2328893.750000 Penalty: 2956.868164
	Iteration 8Q: 3 clusters Score -2328894 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2329537.500000 Penalty: 2956.868164
	Iteration 9Q: 3 clusters Score -2329538 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2330251.250000 Penalty: 2956.868164
	Iteration 10Q: 3 clusters Score -2330251 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2330923.250000 Penalty: 2956.868164
	Iteration 11Q: 3 clusters Score -2330923 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2331570.500000 Penalty: 2956.868164
	Iteration 12Q: 3 clusters Score -2331570 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2332126.500000 Penalty: 2956.868164
	Iteration 13Q: 3 clusters Score -2332126 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2332596.500000 Penalty: 2956.868164
	Iteration 14Q: 3 clusters Score -2332596 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2332930.500000 Penalty: 2956.868164
	Iteration 15Q: 3 clusters Score -2332930 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2333173.250000 Penalty: 2956.868164
	Iteration 16Q: 3 clusters Score -2333173 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2333328.500000 Penalty: 2956.868164
	Iteration 17Q: 3 clusters Score -2333328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2333433.500000 Penalty: 2956.868164
	Iteration 18Q: 3 clusters Score -2333434 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2333497.500000 Penalty: 2956.868164
	Iteration 19Q: 3 clusters Score -2333498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2333542.750000 Penalty: 2956.868164
	Iteration 20F: 3 clusters Score -2333543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2333573.500000 Penalty: 2956.868164
	Iteration 21Q: 3 clusters Score -2333574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2333592.750000 Penalty: 2956.868164
	Iteration 22Q: 3 clusters Score -2333593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2333614.750000 Penalty: 2956.868164
	Iteration 23Q: 3 clusters Score -2333615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2333625.750000 Penalty: 2956.868164
	Iteration 24Q: 3 clusters Score -2333626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2333636.750000 Penalty: 2956.868164
	Iteration 25Q: 3 clusters Score -2333637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2333645.750000 Penalty: 2956.868164
	Iteration 26Q: 3 clusters Score -2333646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2333651.250000 Penalty: 2956.868164
	Iteration 27Q: 3 clusters Score -2333651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2333663.250000 Penalty: 2956.868164
	Iteration 28Q: 3 clusters Score -2333663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2333667.250000 Penalty: 2956.868164
	Iteration 29Q: 3 clusters Score -2333667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2333671.500000 Penalty: 2956.868164
	Iteration 30Q: 3 clusters Score -2333672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2333672.000000 Penalty: 2956.868164
	Iteration 31Q: 3 clusters Score -2333672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2333674.000000 Penalty: 2956.868164
	Iteration 32Q: 3 clusters Score -2333674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2333674.250000 Penalty: 2956.868164
	Iteration 33Q: 3 clusters Score -2333674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2333672.250000 Penalty: 2956.868164
	Iteration 34Q: 3 clusters Score -2333672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2333673.250000 Penalty: 2956.868164
	Iteration 35Q: 3 clusters Score -2333673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2333676.000000 Penalty: 2956.868164
	Iteration 36Q: 3 clusters Score -2333676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2333676.250000 Penalty: 2956.868164
	Iteration 37Q: 3 clusters Score -2333676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2333676.250000 Penalty: 2956.868164
	Iteration 38F: 3 clusters Score -2333676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Entering Unmasked Estep 
Score: -3741896.750000 Penalty: 1543.668457
	Iteration 0F: 2 clusters Score -3741897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3721110.000000 Penalty: 3087.336914
	Iteration 0F: 3 clusters Score -3721110 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3729075.750000 Penalty: 3087.336914
	Iteration 1F: 3 clusters Score -3729076 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3729498.250000 Penalty: 3087.336914
	Iteration 2Q: 3 clusters Score -3729498 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3729888.250000 Penalty: 3087.336914
	Iteration 3Q: 3 clusters Score -3729888 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3730266.000000 Penalty: 3087.336914
	Iteration 4Q: 3 clusters Score -3730266 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3730683.250000 Penalty: 3087.336914
	Iteration 5Q: 3 clusters Score -3730683 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3731215.750000 Penalty: 3087.336914
	Iteration 6Q: 3 clusters Score -3731216 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3731866.250000 Penalty: 3087.336914
	Iteration 7Q: 3 clusters Score -3731866 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3732708.500000 Penalty: 3087.336914
	Iteration 8Q: 3 clusters Score -3732708 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3733847.750000 Penalty: 3087.336914
	Iteration 9Q: 3 clusters Score -3733848 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3735052.000000 Penalty: 3087.336914
	Iteration 10Q: 3 clusters Score -3735052 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3736253.750000 Penalty: 3087.336914
	Iteration 11Q: 3 clusters Score -3736254 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3737269.500000 Penalty: 3087.336914
	Iteration 12Q: 3 clusters Score -3737270 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3738075.000000 Penalty: 3087.336914
	Iteration 13Q: 3 clusters Score -3738075 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3738709.000000 Penalty: 3087.336914
	Iteration 14Q: 3 clusters Score -3738709 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3739186.750000 Penalty: 3087.336914
	Iteration 15Q: 3 clusters Score -3739187 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3739552.250000 Penalty: 3087.336914
	Iteration 16Q: 3 clusters Score -3739552 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3739895.250000 Penalty: 3087.336914
	Iteration 17Q: 3 clusters Score -3739895 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3740134.750000 Penalty: 3087.336914
	Iteration 18Q: 3 clusters Score -3740135 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3740301.250000 Penalty: 3087.336914
	Iteration 19Q: 3 clusters Score -3740301 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3740468.500000 Penalty: 3087.336914
	Iteration 20F: 3 clusters Score -3740468 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3740588.500000 Penalty: 3087.336914
	Iteration 21Q: 3 clusters Score -3740588 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3740696.250000 Penalty: 3087.336914
	Iteration 22Q: 3 clusters Score -3740696 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3740777.000000 Penalty: 3087.336914
	Iteration 23Q: 3 clusters Score -3740777 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3740838.500000 Penalty: 3087.336914
	Iteration 24Q: 3 clusters Score -3740838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3740884.000000 Penalty: 3087.336914
	Iteration 25Q: 3 clusters Score -3740884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3740915.000000 Penalty: 3087.336914
	Iteration 26Q: 3 clusters Score -3740915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3740942.000000 Penalty: 3087.336914
	Iteration 27Q: 3 clusters Score -3740942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3740953.500000 Penalty: 3087.336914
	Iteration 28Q: 3 clusters Score -3740954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3740965.250000 Penalty: 3087.336914
	Iteration 29Q: 3 clusters Score -3740965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3740980.750000 Penalty: 3087.336914
	Iteration 30Q: 3 clusters Score -3740981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3740994.250000 Penalty: 3087.336914
	Iteration 31Q: 3 clusters Score -3740994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3740993.250000 Penalty: 3087.336914
	Iteration 32Q: 3 clusters Score -3740993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3740999.750000 Penalty: 3087.336914
	Iteration 33Q: 3 clusters Score -3741000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3740995.500000 Penalty: 3087.336914
	Iteration 34Q: 3 clusters Score -3740996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3741008.250000 Penalty: 3087.336914
	Iteration 35Q: 3 clusters Score -3741008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3741007.750000 Penalty: 3087.336914
	Iteration 36Q: 3 clusters Score -3741008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3741011.250000 Penalty: 3087.336914
	Iteration 37Q: 3 clusters Score -3741011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3741016.000000 Penalty: 3087.336914
	Iteration 38Q: 3 clusters Score -3741016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3741019.750000 Penalty: 3087.336914
	Iteration 39Q: 3 clusters Score -3741020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3741018.000000 Penalty: 3087.336914
	Iteration 40F: 3 clusters Score -3741018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3741019.500000 Penalty: 3087.336914
	Iteration 41Q: 3 clusters Score -3741020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3741019.750000 Penalty: 3087.336914
	Iteration 42Q: 3 clusters Score -3741020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3741016.750000 Penalty: 3087.336914
	Iteration 43Q: 3 clusters Score -3741017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3741018.500000 Penalty: 3087.336914
	Iteration 44Q: 3 clusters Score -3741018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3741017.000000 Penalty: 3087.336914
	Iteration 45Q: 3 clusters Score -3741017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3741022.000000 Penalty: 3087.336914
	Iteration 46Q: 3 clusters Score -3741022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3741022.000000 Penalty: 3087.336914
	Iteration 47F: 3 clusters Score -3741022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Entering Unmasked Estep 
Score: -1615047.625000 Penalty: 1425.190918
	Iteration 0F: 2 clusters Score -1615048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1605485.000000 Penalty: 2850.381836
	Iteration 0F: 3 clusters Score -1605485 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1608801.625000 Penalty: 2850.381836
	Iteration 1F: 3 clusters Score -1608802 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1609211.625000 Penalty: 2850.381836
	Iteration 2F: 3 clusters Score -1609212 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1609557.750000 Penalty: 2850.381836
	Iteration 3F: 3 clusters Score -1609558 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1609888.500000 Penalty: 2850.381836
	Iteration 4Q: 3 clusters Score -1609888 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1610195.750000 Penalty: 2850.381836
	Iteration 5Q: 3 clusters Score -1610196 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1610516.000000 Penalty: 2850.381836
	Iteration 6Q: 3 clusters Score -1610516 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1610818.250000 Penalty: 2850.381836
	Iteration 7Q: 3 clusters Score -1610818 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1611140.625000 Penalty: 2850.381836
	Iteration 8Q: 3 clusters Score -1611141 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1611500.250000 Penalty: 2850.381836
	Iteration 9Q: 3 clusters Score -1611500 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1611870.000000 Penalty: 2850.381836
	Iteration 10Q: 3 clusters Score -1611870 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1612244.750000 Penalty: 2850.381836
	Iteration 11Q: 3 clusters Score -1612245 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1612577.250000 Penalty: 2850.381836
	Iteration 12Q: 3 clusters Score -1612577 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1612899.375000 Penalty: 2850.381836
	Iteration 13Q: 3 clusters Score -1612899 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1613184.375000 Penalty: 2850.381836
	Iteration 14Q: 3 clusters Score -1613184 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1613418.000000 Penalty: 2850.381836
	Iteration 15Q: 3 clusters Score -1613418 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1613624.000000 Penalty: 2850.381836
	Iteration 16Q: 3 clusters Score -1613624 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1613757.875000 Penalty: 2850.381836
	Iteration 17Q: 3 clusters Score -1613758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1613858.000000 Penalty: 2850.381836
	Iteration 18Q: 3 clusters Score -1613858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1613940.000000 Penalty: 2850.381836
	Iteration 19Q: 3 clusters Score -1613940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1613988.875000 Penalty: 2850.381836
	Iteration 20F: 3 clusters Score -1613989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1614017.250000 Penalty: 2850.381836
	Iteration 21Q: 3 clusters Score -1614017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1614049.500000 Penalty: 2850.381836
	Iteration 22Q: 3 clusters Score -1614050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1614064.875000 Penalty: 2850.381836
	Iteration 23Q: 3 clusters Score -1614065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1614084.375000 Penalty: 2850.381836
	Iteration 24Q: 3 clusters Score -1614084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1614104.125000 Penalty: 2850.381836
	Iteration 25Q: 3 clusters Score -1614104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1614123.625000 Penalty: 2850.381836
	Iteration 26Q: 3 clusters Score -1614124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1614141.750000 Penalty: 2850.381836
	Iteration 27Q: 3 clusters Score -1614142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1614163.750000 Penalty: 2850.381836
	Iteration 28Q: 3 clusters Score -1614164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1614172.000000 Penalty: 2850.381836
	Iteration 29Q: 3 clusters Score -1614172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1614194.000000 Penalty: 2850.381836
	Iteration 30Q: 3 clusters Score -1614194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1614219.125000 Penalty: 2850.381836
	Iteration 31Q: 3 clusters Score -1614219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1614239.625000 Penalty: 2850.381836
	Iteration 32Q: 3 clusters Score -1614240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1614258.500000 Penalty: 2850.381836
	Iteration 33Q: 3 clusters Score -1614258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1614286.000000 Penalty: 2850.381836
	Iteration 34Q: 3 clusters Score -1614286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1614303.875000 Penalty: 2850.381836
	Iteration 35Q: 3 clusters Score -1614304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1614325.750000 Penalty: 2850.381836
	Iteration 36Q: 3 clusters Score -1614326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1614343.875000 Penalty: 2850.381836
	Iteration 37Q: 3 clusters Score -1614344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1614356.250000 Penalty: 2850.381836
	Iteration 38Q: 3 clusters Score -1614356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1614377.500000 Penalty: 2850.381836
	Iteration 39Q: 3 clusters Score -1614378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1614392.250000 Penalty: 2850.381836
	Iteration 40F: 3 clusters Score -1614392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1614401.750000 Penalty: 2850.381836
	Iteration 41Q: 3 clusters Score -1614402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1614420.000000 Penalty: 2850.381836
	Iteration 42Q: 3 clusters Score -1614420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1614420.625000 Penalty: 2850.381836
	Iteration 43Q: 3 clusters Score -1614421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1614432.625000 Penalty: 2850.381836
	Iteration 44Q: 3 clusters Score -1614433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1614440.625000 Penalty: 2850.381836
	Iteration 45Q: 3 clusters Score -1614441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1614442.500000 Penalty: 2850.381836
	Iteration 46Q: 3 clusters Score -1614442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1614443.125000 Penalty: 2850.381836
	Iteration 47Q: 3 clusters Score -1614443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1614450.125000 Penalty: 2850.381836
	Iteration 48Q: 3 clusters Score -1614450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1614448.750000 Penalty: 2850.381836
	Iteration 49Q: 3 clusters Score -1614449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1614454.625000 Penalty: 2850.381836
	Iteration 50Q: 3 clusters Score -1614455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1614457.250000 Penalty: 2850.381836
	Iteration 51Q: 3 clusters Score -1614457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1614460.250000 Penalty: 2850.381836
	Iteration 52Q: 3 clusters Score -1614460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1614462.750000 Penalty: 2850.381836
	Iteration 53Q: 3 clusters Score -1614463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1614464.000000 Penalty: 2850.381836
	Iteration 54Q: 3 clusters Score -1614464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1614466.750000 Penalty: 2850.381836
	Iteration 55Q: 3 clusters Score -1614467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1614465.750000 Penalty: 2850.381836
	Iteration 56Q: 3 clusters Score -1614466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1614470.250000 Penalty: 2850.381836
	Iteration 57Q: 3 clusters Score -1614470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1614470.125000 Penalty: 2850.381836
	Iteration 58Q: 3 clusters Score -1614470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1614468.125000 Penalty: 2850.381836
	Iteration 59Q: 3 clusters Score -1614468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1614469.750000 Penalty: 2850.381836
	Iteration 60F: 3 clusters Score -1614470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1614469.000000 Penalty: 2850.381836
	Iteration 61Q: 3 clusters Score -1614469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1614469.750000 Penalty: 2850.381836
	Iteration 62Q: 3 clusters Score -1614470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1614473.000000 Penalty: 2850.381836
	Iteration 63Q: 3 clusters Score -1614473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1614473.125000 Penalty: 2850.381836
	Iteration 64Q: 3 clusters Score -1614473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1614475.875000 Penalty: 2850.381836
	Iteration 65Q: 3 clusters Score -1614476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1614476.000000 Penalty: 2850.381836
	Iteration 66Q: 3 clusters Score -1614476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1614478.125000 Penalty: 2850.381836
	Iteration 67Q: 3 clusters Score -1614478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1614482.250000 Penalty: 2850.381836
	Iteration 68Q: 3 clusters Score -1614482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1614477.500000 Penalty: 2850.381836
	Iteration 69Q: 3 clusters Score -1614478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1614480.625000 Penalty: 2850.381836
	Iteration 70Q: 3 clusters Score -1614481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1614479.750000 Penalty: 2850.381836
	Iteration 71Q: 3 clusters Score -1614480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1614482.750000 Penalty: 2850.381836
	Iteration 72Q: 3 clusters Score -1614483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1614486.750000 Penalty: 2850.381836
	Iteration 73Q: 3 clusters Score -1614487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1614484.250000 Penalty: 2850.381836
	Iteration 74Q: 3 clusters Score -1614484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1614486.750000 Penalty: 2850.381836
	Iteration 75Q: 3 clusters Score -1614487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1614487.125000 Penalty: 2850.381836
	Iteration 76Q: 3 clusters Score -1614487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1614487.125000 Penalty: 2850.381836
	Iteration 77F: 3 clusters Score -1614487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -760190.500000 Penalty: 1312.849243
	Iteration 0F: 2 clusters Score -760190.5 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 3451 members 
Entering Unmasked Estep 
Score: -755413.562500 Penalty: 2625.698486
	Iteration 0F: 3 clusters Score -755413.6 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -756920.000000 Penalty: 2625.698486
	Iteration 1F: 3 clusters Score -756920 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -757177.625000 Penalty: 2625.698486
	Iteration 2F: 3 clusters Score -757177.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -757342.750000 Penalty: 2625.698486
	Iteration 3Q: 3 clusters Score -757342.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -757461.937500 Penalty: 2625.698486
	Iteration 4Q: 3 clusters Score -757461.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -757570.437500 Penalty: 2625.698486
	Iteration 5Q: 3 clusters Score -757570.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -757650.687500 Penalty: 2625.698486
	Iteration 6Q: 3 clusters Score -757650.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -757715.875000 Penalty: 2625.698486
	Iteration 7Q: 3 clusters Score -757715.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -757789.437500 Penalty: 2625.698486
	Iteration 8Q: 3 clusters Score -757789.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -757857.500000 Penalty: 2625.698486
	Iteration 9Q: 3 clusters Score -757857.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -757926.875000 Penalty: 2625.698486
	Iteration 10Q: 3 clusters Score -757926.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -758006.937500 Penalty: 2625.698486
	Iteration 11Q: 3 clusters Score -758006.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -758094.687500 Penalty: 2625.698486
	Iteration 12Q: 3 clusters Score -758094.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -758182.937500 Penalty: 2625.698486
	Iteration 13Q: 3 clusters Score -758182.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -758291.062500 Penalty: 2625.698486
	Iteration 14Q: 3 clusters Score -758291.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -758408.187500 Penalty: 2625.698486
	Iteration 15Q: 3 clusters Score -758408.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -758555.187500 Penalty: 2625.698486
	Iteration 16Q: 3 clusters Score -758555.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -758711.437500 Penalty: 2625.698486
	Iteration 17Q: 3 clusters Score -758711.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -758872.250000 Penalty: 2625.698486
	Iteration 18Q: 3 clusters Score -758872.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -759017.187500 Penalty: 2625.698486
	Iteration 19Q: 3 clusters Score -759017.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -759156.125000 Penalty: 2625.698486
	Iteration 20F: 3 clusters Score -759156.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -759256.062500 Penalty: 2625.698486
	Iteration 21Q: 3 clusters Score -759256.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -759336.125000 Penalty: 2625.698486
	Iteration 22Q: 3 clusters Score -759336.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -759389.750000 Penalty: 2625.698486
	Iteration 23Q: 3 clusters Score -759389.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -759458.375000 Penalty: 2625.698486
	Iteration 24Q: 3 clusters Score -759458.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -759513.625000 Penalty: 2625.698486
	Iteration 25Q: 3 clusters Score -759513.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -759568.187500 Penalty: 2625.698486
	Iteration 26Q: 3 clusters Score -759568.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -759606.937500 Penalty: 2625.698486
	Iteration 27Q: 3 clusters Score -759606.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -759655.312500 Penalty: 2625.698486
	Iteration 28Q: 3 clusters Score -759655.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -759716.312500 Penalty: 2625.698486
	Iteration 29Q: 3 clusters Score -759716.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -759765.187500 Penalty: 2625.698486
	Iteration 30Q: 3 clusters Score -759765.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -759827.625000 Penalty: 2625.698486
	Iteration 31Q: 3 clusters Score -759827.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -759879.125000 Penalty: 2625.698486
	Iteration 32Q: 3 clusters Score -759879.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -759939.750000 Penalty: 2625.698486
	Iteration 33Q: 3 clusters Score -759939.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -759975.437500 Penalty: 2625.698486
	Iteration 34Q: 3 clusters Score -759975.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -759997.937500 Penalty: 2625.698486
	Iteration 35Q: 3 clusters Score -759997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -760007.750000 Penalty: 2625.698486
	Iteration 36Q: 3 clusters Score -760007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -760017.437500 Penalty: 2625.698486
	Iteration 37Q: 3 clusters Score -760017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -760023.562500 Penalty: 2625.698486
	Iteration 38Q: 3 clusters Score -760023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -760025.625000 Penalty: 2625.698486
	Iteration 39Q: 3 clusters Score -760025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -760025.750000 Penalty: 2625.698486
	Iteration 40F: 3 clusters Score -760025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -760028.000000 Penalty: 2625.698486
	Iteration 41Q: 3 clusters Score -760028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -760029.312500 Penalty: 2625.698486
	Iteration 42Q: 3 clusters Score -760029.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -760029.500000 Penalty: 2625.698486
	Iteration 43Q: 3 clusters Score -760029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -760031.812500 Penalty: 2625.698486
	Iteration 44Q: 3 clusters Score -760031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -760034.812500 Penalty: 2625.698486
	Iteration 45Q: 3 clusters Score -760034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -760036.187500 Penalty: 2625.698486
	Iteration 46Q: 3 clusters Score -760036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -760035.500000 Penalty: 2625.698486
	Iteration 47Q: 3 clusters Score -760035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -760036.500000 Penalty: 2625.698486
	Iteration 48Q: 3 clusters Score -760036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -760039.812500 Penalty: 2625.698486
	Iteration 49Q: 3 clusters Score -760039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -760039.812500 Penalty: 2625.698486
	Iteration 50F: 3 clusters Score -760039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Entering Unmasked Estep 
Score: -7821528.500000 Penalty: 1652.973877
	Iteration 0F: 2 clusters Score -7821528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7778230.500000 Penalty: 3305.947754
	Iteration 0F: 3 clusters Score -7778230 nChanged 31132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7795770.500000 Penalty: 3305.947754
	Iteration 1F: 3 clusters Score -7795770 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -7796564.000000 Penalty: 3305.947754
	Iteration 2Q: 3 clusters Score -7796564 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -7797539.000000 Penalty: 3305.947754
	Iteration 3Q: 3 clusters Score -7797539 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -7798762.500000 Penalty: 3305.947754
	Iteration 4Q: 3 clusters Score -7798762 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7800405.000000 Penalty: 3305.947754
	Iteration 5Q: 3 clusters Score -7800405 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -7802768.500000 Penalty: 3305.947754
	Iteration 6F: 3 clusters Score -7802768 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -7805989.000000 Penalty: 3305.947754
	Iteration 7F: 3 clusters Score -7805989 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -7809976.000000 Penalty: 3305.947754
	Iteration 8F: 3 clusters Score -7809976 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -7813793.000000 Penalty: 3305.947754
	Iteration 9F: 3 clusters Score -7813793 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -7816593.000000 Penalty: 3305.947754
	Iteration 10F: 3 clusters Score -7816593 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7818407.500000 Penalty: 3305.947754
	Iteration 11Q: 3 clusters Score -7818408 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7819427.500000 Penalty: 3305.947754
	Iteration 12Q: 3 clusters Score -7819428 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7819896.000000 Penalty: 3305.947754
	Iteration 13Q: 3 clusters Score -7819896 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7820120.000000 Penalty: 3305.947754
	Iteration 14Q: 3 clusters Score -7820120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7820291.500000 Penalty: 3305.947754
	Iteration 15Q: 3 clusters Score -7820292 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7820452.000000 Penalty: 3305.947754
	Iteration 16Q: 3 clusters Score -7820452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7820547.500000 Penalty: 3305.947754
	Iteration 17Q: 3 clusters Score -7820548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7820586.000000 Penalty: 3305.947754
	Iteration 18Q: 3 clusters Score -7820586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7820630.500000 Penalty: 3305.947754
	Iteration 19Q: 3 clusters Score -7820630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7820660.000000 Penalty: 3305.947754
	Iteration 20F: 3 clusters Score -7820660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7820690.000000 Penalty: 3305.947754
	Iteration 21Q: 3 clusters Score -7820690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7820733.000000 Penalty: 3305.947754
	Iteration 22Q: 3 clusters Score -7820733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7820751.000000 Penalty: 3305.947754
	Iteration 23Q: 3 clusters Score -7820751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7820763.000000 Penalty: 3305.947754
	Iteration 24Q: 3 clusters Score -7820763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7820768.500000 Penalty: 3305.947754
	Iteration 25Q: 3 clusters Score -7820768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7820772.000000 Penalty: 3305.947754
	Iteration 26Q: 3 clusters Score -7820772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7820783.000000 Penalty: 3305.947754
	Iteration 27Q: 3 clusters Score -7820783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7820791.000000 Penalty: 3305.947754
	Iteration 28Q: 3 clusters Score -7820791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7820795.000000 Penalty: 3305.947754
	Iteration 29Q: 3 clusters Score -7820795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7820797.500000 Penalty: 3305.947754
	Iteration 30Q: 3 clusters Score -7820798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7820800.000000 Penalty: 3305.947754
	Iteration 31Q: 3 clusters Score -7820800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7820794.000000 Penalty: 3305.947754
	Iteration 32Q: 3 clusters Score -7820794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7820800.500000 Penalty: 3305.947754
	Iteration 33Q: 3 clusters Score -7820800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7820795.000000 Penalty: 3305.947754
	Iteration 34Q: 3 clusters Score -7820795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7820791.500000 Penalty: 3305.947754
	Iteration 35Q: 3 clusters Score -7820792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7820798.000000 Penalty: 3305.947754
	Iteration 36Q: 3 clusters Score -7820798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7820798.000000 Penalty: 3305.947754
	Iteration 37F: 3 clusters Score -7820798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Entering Unmasked Estep 
Score: -7802577.000000 Penalty: 1656.985474
	Iteration 0F: 2 clusters Score -7802577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -7757873.000000 Penalty: 3313.970947
	Iteration 0F: 3 clusters Score -7757873 nChanged 32029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -7776250.000000 Penalty: 3313.970947
	Iteration 1F: 3 clusters Score -7776250 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -7777285.500000 Penalty: 3313.970947
	Iteration 2Q: 3 clusters Score -7777286 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7778598.000000 Penalty: 3313.970947
	Iteration 3Q: 3 clusters Score -7778598 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -7780328.500000 Penalty: 3313.970947
	Iteration 4F: 3 clusters Score -7780328 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -7782528.000000 Penalty: 3313.970947
	Iteration 5F: 3 clusters Score -7782528 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -7785340.500000 Penalty: 3313.970947
	Iteration 6F: 3 clusters Score -7785340 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -7788440.500000 Penalty: 3313.970947
	Iteration 7F: 3 clusters Score -7788440 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -7791471.000000 Penalty: 3313.970947
	Iteration 8F: 3 clusters Score -7791471 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -7793634.500000 Penalty: 3313.970947
	Iteration 9F: 3 clusters Score -7793634 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7795039.000000 Penalty: 3313.970947
	Iteration 10Q: 3 clusters Score -7795039 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -7795881.500000 Penalty: 3313.970947
	Iteration 11Q: 3 clusters Score -7795882 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -7796600.000000 Penalty: 3313.970947
	Iteration 12Q: 3 clusters Score -7796600 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -7797307.500000 Penalty: 3313.970947
	Iteration 13Q: 3 clusters Score -7797308 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -7798048.000000 Penalty: 3313.970947
	Iteration 14Q: 3 clusters Score -7798048 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -7798833.500000 Penalty: 3313.970947
	Iteration 15Q: 3 clusters Score -7798834 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -7799566.500000 Penalty: 3313.970947
	Iteration 16Q: 3 clusters Score -7799566 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -7800208.000000 Penalty: 3313.970947
	Iteration 17Q: 3 clusters Score -7800208 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -7800701.000000 Penalty: 3313.970947
	Iteration 18Q: 3 clusters Score -7800701 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -7801099.000000 Penalty: 3313.970947
	Iteration 19Q: 3 clusters Score -7801099 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -7801399.000000 Penalty: 3313.970947
	Iteration 20F: 3 clusters Score -7801399 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -7801622.500000 Penalty: 3313.970947
	Iteration 21Q: 3 clusters Score -7801622 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -7801828.000000 Penalty: 3313.970947
	Iteration 22Q: 3 clusters Score -7801828 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7801973.500000 Penalty: 3313.970947
	Iteration 23Q: 3 clusters Score -7801974 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -7802082.000000 Penalty: 3313.970947
	Iteration 24Q: 3 clusters Score -7802082 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -7802196.500000 Penalty: 3313.970947
	Iteration 25Q: 3 clusters Score -7802196 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -7802261.000000 Penalty: 3313.970947
	Iteration 26Q: 3 clusters Score -7802261 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7802299.500000 Penalty: 3313.970947
	Iteration 27Q: 3 clusters Score -7802300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7802331.500000 Penalty: 3313.970947
	Iteration 28Q: 3 clusters Score -7802332 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7802374.000000 Penalty: 3313.970947
	Iteration 29Q: 3 clusters Score -7802374 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -7802394.500000 Penalty: 3313.970947
	Iteration 30Q: 3 clusters Score -7802394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -7802420.000000 Penalty: 3313.970947
	Iteration 31Q: 3 clusters Score -7802420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7802411.500000 Penalty: 3313.970947
	Iteration 32Q: 3 clusters Score -7802412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -7802419.000000 Penalty: 3313.970947
	Iteration 33Q: 3 clusters Score -7802419 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7802423.500000 Penalty: 3313.970947
	Iteration 34Q: 3 clusters Score -7802424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7802456.500000 Penalty: 3313.970947
	Iteration 35Q: 3 clusters Score -7802456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7802458.500000 Penalty: 3313.970947
	Iteration 36Q: 3 clusters Score -7802458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -7802461.500000 Penalty: 3313.970947
	Iteration 37Q: 3 clusters Score -7802462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7802451.500000 Penalty: 3313.970947
	Iteration 38Q: 3 clusters Score -7802452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -7802478.000000 Penalty: 3313.970947
	Iteration 39Q: 3 clusters Score -7802478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7802470.500000 Penalty: 3313.970947
	Iteration 40F: 3 clusters Score -7802470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -7802500.000000 Penalty: 3313.970947
	Iteration 41Q: 3 clusters Score -7802500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7802505.000000 Penalty: 3313.970947
	Iteration 42Q: 3 clusters Score -7802505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7802505.500000 Penalty: 3313.970947
	Iteration 43Q: 3 clusters Score -7802506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7802510.000000 Penalty: 3313.970947
	Iteration 44Q: 3 clusters Score -7802510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7802516.500000 Penalty: 3313.970947
	Iteration 45Q: 3 clusters Score -7802516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7802519.500000 Penalty: 3313.970947
	Iteration 46Q: 3 clusters Score -7802520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7802536.500000 Penalty: 3313.970947
	Iteration 47Q: 3 clusters Score -7802536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7802526.500000 Penalty: 3313.970947
	Iteration 48Q: 3 clusters Score -7802526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7802540.500000 Penalty: 3313.970947
	Iteration 49Q: 3 clusters Score -7802540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7802544.000000 Penalty: 3313.970947
	Iteration 50Q: 3 clusters Score -7802544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7802539.500000 Penalty: 3313.970947
	Iteration 51Q: 3 clusters Score -7802540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7802537.000000 Penalty: 3313.970947
	Iteration 52Q: 3 clusters Score -7802537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7802540.000000 Penalty: 3313.970947
	Iteration 53Q: 3 clusters Score -7802540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -7802534.000000 Penalty: 3313.970947
	Iteration 54Q: 3 clusters Score -7802534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7802543.000000 Penalty: 3313.970947
	Iteration 55Q: 3 clusters Score -7802543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7802549.500000 Penalty: 3313.970947
	Iteration 56Q: 3 clusters Score -7802550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7802547.000000 Penalty: 3313.970947
	Iteration 57Q: 3 clusters Score -7802547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7802550.500000 Penalty: 3313.970947
	Iteration 58Q: 3 clusters Score -7802550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7802554.500000 Penalty: 3313.970947
	Iteration 59Q: 3 clusters Score -7802554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7802557.000000 Penalty: 3313.970947
	Iteration 60F: 3 clusters Score -7802557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -7802558.500000 Penalty: 3313.970947
	Iteration 61Q: 3 clusters Score -7802558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7802555.500000 Penalty: 3313.970947
	Iteration 62Q: 3 clusters Score -7802556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7802548.500000 Penalty: 3313.970947
	Iteration 63Q: 3 clusters Score -7802548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7802545.500000 Penalty: 3313.970947
	Iteration 64Q: 3 clusters Score -7802546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7802546.500000 Penalty: 3313.970947
	Iteration 65Q: 3 clusters Score -7802546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7802546.500000 Penalty: 3313.970947
	Iteration 66F: 3 clusters Score -7802546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -398410.375000 Penalty: 1217.273438
	Iteration 0F: 2 clusters Score -398410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395578.937500 Penalty: 2434.546875
	Iteration 0F: 3 clusters Score -395578.9 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -396325.843750 Penalty: 2434.546875
	Iteration 1F: 3 clusters Score -396325.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -396478.906250 Penalty: 2434.546875
	Iteration 2F: 3 clusters Score -396478.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396564.250000 Penalty: 2434.546875
	Iteration 3Q: 3 clusters Score -396564.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -396612.593750 Penalty: 2434.546875
	Iteration 4Q: 3 clusters Score -396612.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -396658.812500 Penalty: 2434.546875
	Iteration 5Q: 3 clusters Score -396658.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -396698.218750 Penalty: 2434.546875
	Iteration 6Q: 3 clusters Score -396698.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -396735.187500 Penalty: 2434.546875
	Iteration 7Q: 3 clusters Score -396735.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -396773.375000 Penalty: 2434.546875
	Iteration 8Q: 3 clusters Score -396773.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -396806.687500 Penalty: 2434.546875
	Iteration 9Q: 3 clusters Score -396806.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -396834.593750 Penalty: 2434.546875
	Iteration 10Q: 3 clusters Score -396834.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396855.812500 Penalty: 2434.546875
	Iteration 11Q: 3 clusters Score -396855.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -396873.531250 Penalty: 2434.546875
	Iteration 12Q: 3 clusters Score -396873.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -396892.250000 Penalty: 2434.546875
	Iteration 13Q: 3 clusters Score -396892.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -396906.312500 Penalty: 2434.546875
	Iteration 14Q: 3 clusters Score -396906.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -396919.968750 Penalty: 2434.546875
	Iteration 15Q: 3 clusters Score -396920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396934.062500 Penalty: 2434.546875
	Iteration 16Q: 3 clusters Score -396934.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -396943.375000 Penalty: 2434.546875
	Iteration 17Q: 3 clusters Score -396943.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -396950.687500 Penalty: 2434.546875
	Iteration 18Q: 3 clusters Score -396950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396958.406250 Penalty: 2434.546875
	Iteration 19Q: 3 clusters Score -396958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -396964.875000 Penalty: 2434.546875
	Iteration 20F: 3 clusters Score -396964.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -396969.781250 Penalty: 2434.546875
	Iteration 21Q: 3 clusters Score -396969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396973.781250 Penalty: 2434.546875
	Iteration 22Q: 3 clusters Score -396973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -396976.250000 Penalty: 2434.546875
	Iteration 23Q: 3 clusters Score -396976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396980.031250 Penalty: 2434.546875
	Iteration 24Q: 3 clusters Score -396980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -396984.406250 Penalty: 2434.546875
	Iteration 25Q: 3 clusters Score -396984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396989.125000 Penalty: 2434.546875
	Iteration 26Q: 3 clusters Score -396989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -396992.093750 Penalty: 2434.546875
	Iteration 27Q: 3 clusters Score -396992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -396992.593750 Penalty: 2434.546875
	Iteration 28Q: 3 clusters Score -396992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396994.000000 Penalty: 2434.546875
	Iteration 29Q: 3 clusters Score -396994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -396994.593750 Penalty: 2434.546875
	Iteration 30Q: 3 clusters Score -396994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -396994.593750 Penalty: 2434.546875
	Iteration 31F: 3 clusters Score -396994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -48925.851562 Penalty: 915.526672
	Iteration 0F: 2 clusters Score -48925.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48017.035156 Penalty: 1831.053345
	Iteration 0F: 3 clusters Score -48017.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48181.664062 Penalty: 1831.053345
	Iteration 1F: 3 clusters Score -48181.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48260.027344 Penalty: 1831.053345
	Iteration 2F: 3 clusters Score -48260.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48289.570312 Penalty: 1831.053345
	Iteration 3Q: 3 clusters Score -48289.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48297.312500 Penalty: 1831.053345
	Iteration 4Q: 3 clusters Score -48297.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48297.312500 Penalty: 1831.053345
	Iteration 5F: 3 clusters Score -48297.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -680503.875000 Penalty: 1298.982544
	Iteration 0F: 2 clusters Score -680503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -676005.625000 Penalty: 2597.965088
	Iteration 0F: 3 clusters Score -676005.6 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -677419.500000 Penalty: 2597.965088
	Iteration 1F: 3 clusters Score -677419.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -677664.437500 Penalty: 2597.965088
	Iteration 2F: 3 clusters Score -677664.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -677802.500000 Penalty: 2597.965088
	Iteration 3Q: 3 clusters Score -677802.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -677885.312500 Penalty: 2597.965088
	Iteration 4Q: 3 clusters Score -677885.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -677946.187500 Penalty: 2597.965088
	Iteration 5Q: 3 clusters Score -677946.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -677994.312500 Penalty: 2597.965088
	Iteration 6Q: 3 clusters Score -677994.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -678030.875000 Penalty: 2597.965088
	Iteration 7Q: 3 clusters Score -678030.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -678060.687500 Penalty: 2597.965088
	Iteration 8Q: 3 clusters Score -678060.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -678085.125000 Penalty: 2597.965088
	Iteration 9Q: 3 clusters Score -678085.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -678110.375000 Penalty: 2597.965088
	Iteration 10Q: 3 clusters Score -678110.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -678136.687500 Penalty: 2597.965088
	Iteration 11Q: 3 clusters Score -678136.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -678167.125000 Penalty: 2597.965088
	Iteration 12Q: 3 clusters Score -678167.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -678208.375000 Penalty: 2597.965088
	Iteration 13Q: 3 clusters Score -678208.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -678243.375000 Penalty: 2597.965088
	Iteration 14Q: 3 clusters Score -678243.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -678280.937500 Penalty: 2597.965088
	Iteration 15Q: 3 clusters Score -678280.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -678322.750000 Penalty: 2597.965088
	Iteration 16Q: 3 clusters Score -678322.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -678370.062500 Penalty: 2597.965088
	Iteration 17Q: 3 clusters Score -678370.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -678407.000000 Penalty: 2597.965088
	Iteration 18Q: 3 clusters Score -678407 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -678452.687500 Penalty: 2597.965088
	Iteration 19Q: 3 clusters Score -678452.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -678496.187500 Penalty: 2597.965088
	Iteration 20F: 3 clusters Score -678496.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -678530.937500 Penalty: 2597.965088
	Iteration 21Q: 3 clusters Score -678530.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -678575.062500 Penalty: 2597.965088
	Iteration 22Q: 3 clusters Score -678575.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -678624.937500 Penalty: 2597.965088
	Iteration 23Q: 3 clusters Score -678624.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -678677.875000 Penalty: 2597.965088
	Iteration 24Q: 3 clusters Score -678677.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -678746.812500 Penalty: 2597.965088
	Iteration 25Q: 3 clusters Score -678746.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -678823.500000 Penalty: 2597.965088
	Iteration 26Q: 3 clusters Score -678823.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -678909.625000 Penalty: 2597.965088
	Iteration 27Q: 3 clusters Score -678909.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -678986.937500 Penalty: 2597.965088
	Iteration 28Q: 3 clusters Score -678986.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -679058.937500 Penalty: 2597.965088
	Iteration 29Q: 3 clusters Score -679058.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -679126.687500 Penalty: 2597.965088
	Iteration 30Q: 3 clusters Score -679126.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -679186.125000 Penalty: 2597.965088
	Iteration 31Q: 3 clusters Score -679186.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -679227.500000 Penalty: 2597.965088
	Iteration 32Q: 3 clusters Score -679227.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -679270.187500 Penalty: 2597.965088
	Iteration 33Q: 3 clusters Score -679270.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -679306.062500 Penalty: 2597.965088
	Iteration 34Q: 3 clusters Score -679306.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -679340.000000 Penalty: 2597.965088
	Iteration 35Q: 3 clusters Score -679340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -679365.812500 Penalty: 2597.965088
	Iteration 36Q: 3 clusters Score -679365.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -679397.250000 Penalty: 2597.965088
	Iteration 37Q: 3 clusters Score -679397.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -679421.875000 Penalty: 2597.965088
	Iteration 38Q: 3 clusters Score -679421.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -679439.562500 Penalty: 2597.965088
	Iteration 39Q: 3 clusters Score -679439.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -679459.125000 Penalty: 2597.965088
	Iteration 40F: 3 clusters Score -679459.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -679477.500000 Penalty: 2597.965088
	Iteration 41Q: 3 clusters Score -679477.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -679501.562500 Penalty: 2597.965088
	Iteration 42Q: 3 clusters Score -679501.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -679521.437500 Penalty: 2597.965088
	Iteration 43Q: 3 clusters Score -679521.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -679546.937500 Penalty: 2597.965088
	Iteration 44Q: 3 clusters Score -679546.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -679565.812500 Penalty: 2597.965088
	Iteration 45Q: 3 clusters Score -679565.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -679582.875000 Penalty: 2597.965088
	Iteration 46Q: 3 clusters Score -679582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -679593.937500 Penalty: 2597.965088
	Iteration 47Q: 3 clusters Score -679593.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -679605.500000 Penalty: 2597.965088
	Iteration 48Q: 3 clusters Score -679605.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -679620.062500 Penalty: 2597.965088
	Iteration 49Q: 3 clusters Score -679620.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -679633.625000 Penalty: 2597.965088
	Iteration 50Q: 3 clusters Score -679633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -679638.625000 Penalty: 2597.965088
	Iteration 51Q: 3 clusters Score -679638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -679639.000000 Penalty: 2597.965088
	Iteration 52Q: 3 clusters Score -679639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -679639.062500 Penalty: 2597.965088
	Iteration 53Q: 3 clusters Score -679639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -679642.375000 Penalty: 2597.965088
	Iteration 54Q: 3 clusters Score -679642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -679642.375000 Penalty: 2597.965088
	Iteration 55F: 3 clusters Score -679642.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -129175.234375 Penalty: 1073.408813
	Iteration 0F: 2 clusters Score -129175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127785.101562 Penalty: 2146.817627
	Iteration 0F: 3 clusters Score -127785.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128218.984375 Penalty: 2146.817627
	Iteration 1F: 3 clusters Score -128219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128340.226562 Penalty: 2146.817627
	Iteration 2F: 3 clusters Score -128340.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128440.585938 Penalty: 2146.817627
	Iteration 3Q: 3 clusters Score -128440.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128509.585938 Penalty: 2146.817627
	Iteration 4Q: 3 clusters Score -128509.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128570.882812 Penalty: 2146.817627
	Iteration 5Q: 3 clusters Score -128570.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128614.828125 Penalty: 2146.817627
	Iteration 6Q: 3 clusters Score -128614.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128652.429688 Penalty: 2146.817627
	Iteration 7Q: 3 clusters Score -128652.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128678.671875 Penalty: 2146.817627
	Iteration 8Q: 3 clusters Score -128678.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128700.148438 Penalty: 2146.817627
	Iteration 9Q: 3 clusters Score -128700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128720.906250 Penalty: 2146.817627
	Iteration 10Q: 3 clusters Score -128720.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128743.492188 Penalty: 2146.817627
	Iteration 11Q: 3 clusters Score -128743.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128763.359375 Penalty: 2146.817627
	Iteration 12Q: 3 clusters Score -128763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128779.679688 Penalty: 2146.817627
	Iteration 13Q: 3 clusters Score -128779.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128792.554688 Penalty: 2146.817627
	Iteration 14Q: 3 clusters Score -128792.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128803.421875 Penalty: 2146.817627
	Iteration 15Q: 3 clusters Score -128803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128814.585938 Penalty: 2146.817627
	Iteration 16Q: 3 clusters Score -128814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128821.710938 Penalty: 2146.817627
	Iteration 17Q: 3 clusters Score -128821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128827.062500 Penalty: 2146.817627
	Iteration 18Q: 3 clusters Score -128827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128831.968750 Penalty: 2146.817627
	Iteration 19Q: 3 clusters Score -128832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128835.078125 Penalty: 2146.817627
	Iteration 20F: 3 clusters Score -128835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -128840.601562 Penalty: 2146.817627
	Iteration 21Q: 3 clusters Score -128840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128846.023438 Penalty: 2146.817627
	Iteration 22Q: 3 clusters Score -128846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128852.031250 Penalty: 2146.817627
	Iteration 23Q: 3 clusters Score -128852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128856.632812 Penalty: 2146.817627
	Iteration 24Q: 3 clusters Score -128856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128863.085938 Penalty: 2146.817627
	Iteration 25Q: 3 clusters Score -128863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128866.148438 Penalty: 2146.817627
	Iteration 26Q: 3 clusters Score -128866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128869.562500 Penalty: 2146.817627
	Iteration 27Q: 3 clusters Score -128869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128873.984375 Penalty: 2146.817627
	Iteration 28Q: 3 clusters Score -128874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128877.507812 Penalty: 2146.817627
	Iteration 29Q: 3 clusters Score -128877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128878.898438 Penalty: 2146.817627
	Iteration 30Q: 3 clusters Score -128878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128879.773438 Penalty: 2146.817627
	Iteration 31Q: 3 clusters Score -128879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128881.414062 Penalty: 2146.817627
	Iteration 32Q: 3 clusters Score -128881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128881.875000 Penalty: 2146.817627
	Iteration 33Q: 3 clusters Score -128881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128885.789062 Penalty: 2146.817627
	Iteration 34Q: 3 clusters Score -128885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128891.289062 Penalty: 2146.817627
	Iteration 35Q: 3 clusters Score -128891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128891.289062 Penalty: 2146.817627
	Iteration 36F: 3 clusters Score -128891.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Entering Unmasked Estep 
Score: -7486324.000000 Penalty: 1653.683228
	Iteration 0F: 2 clusters Score -7486324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7442649.500000 Penalty: 3307.366455
	Iteration 0F: 3 clusters Score -7442650 nChanged 31392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7460338.500000 Penalty: 3307.366455
	Iteration 1F: 3 clusters Score -7460338 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -7461228.000000 Penalty: 3307.366455
	Iteration 2Q: 3 clusters Score -7461228 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7462173.500000 Penalty: 3307.366455
	Iteration 3Q: 3 clusters Score -7462174 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -7463372.500000 Penalty: 3307.366455
	Iteration 4Q: 3 clusters Score -7463372 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -7464930.500000 Penalty: 3307.366455
	Iteration 5Q: 3 clusters Score -7464930 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7467088.500000 Penalty: 3307.366455
	Iteration 6F: 3 clusters Score -7467088 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -7469920.000000 Penalty: 3307.366455
	Iteration 7F: 3 clusters Score -7469920 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -7473145.500000 Penalty: 3307.366455
	Iteration 8F: 3 clusters Score -7473146 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -7476258.000000 Penalty: 3307.366455
	Iteration 9F: 3 clusters Score -7476258 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -7478567.000000 Penalty: 3307.366455
	Iteration 10Q: 3 clusters Score -7478567 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -7479789.000000 Penalty: 3307.366455
	Iteration 11Q: 3 clusters Score -7479789 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -7480435.000000 Penalty: 3307.366455
	Iteration 12Q: 3 clusters Score -7480435 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -7480896.000000 Penalty: 3307.366455
	Iteration 13Q: 3 clusters Score -7480896 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -7481236.000000 Penalty: 3307.366455
	Iteration 14Q: 3 clusters Score -7481236 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -7481463.000000 Penalty: 3307.366455
	Iteration 15Q: 3 clusters Score -7481463 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -7481706.000000 Penalty: 3307.366455
	Iteration 16Q: 3 clusters Score -7481706 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -7481924.500000 Penalty: 3307.366455
	Iteration 17Q: 3 clusters Score -7481924 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -7482117.000000 Penalty: 3307.366455
	Iteration 18Q: 3 clusters Score -7482117 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -7482330.000000 Penalty: 3307.366455
	Iteration 19Q: 3 clusters Score -7482330 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -7482453.500000 Penalty: 3307.366455
	Iteration 20F: 3 clusters Score -7482454 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -7482621.000000 Penalty: 3307.366455
	Iteration 21Q: 3 clusters Score -7482621 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -7482774.500000 Penalty: 3307.366455
	Iteration 22Q: 3 clusters Score -7482774 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -7482891.000000 Penalty: 3307.366455
	Iteration 23Q: 3 clusters Score -7482891 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -7483075.000000 Penalty: 3307.366455
	Iteration 24Q: 3 clusters Score -7483075 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -7483212.000000 Penalty: 3307.366455
	Iteration 25Q: 3 clusters Score -7483212 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -7483364.000000 Penalty: 3307.366455
	Iteration 26Q: 3 clusters Score -7483364 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -7483522.500000 Penalty: 3307.366455
	Iteration 27Q: 3 clusters Score -7483522 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -7483609.000000 Penalty: 3307.366455
	Iteration 28Q: 3 clusters Score -7483609 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -7483731.000000 Penalty: 3307.366455
	Iteration 29Q: 3 clusters Score -7483731 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7483840.000000 Penalty: 3307.366455
	Iteration 30Q: 3 clusters Score -7483840 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -7483930.500000 Penalty: 3307.366455
	Iteration 31Q: 3 clusters Score -7483930 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7484030.000000 Penalty: 3307.366455
	Iteration 32Q: 3 clusters Score -7484030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -7484067.000000 Penalty: 3307.366455
	Iteration 33Q: 3 clusters Score -7484067 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -7484113.500000 Penalty: 3307.366455
	Iteration 34Q: 3 clusters Score -7484114 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7484159.000000 Penalty: 3307.366455
	Iteration 35Q: 3 clusters Score -7484159 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -7484181.500000 Penalty: 3307.366455
	Iteration 36Q: 3 clusters Score -7484182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -7484220.000000 Penalty: 3307.366455
	Iteration 37Q: 3 clusters Score -7484220 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -7484259.500000 Penalty: 3307.366455
	Iteration 38Q: 3 clusters Score -7484260 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -7484300.000000 Penalty: 3307.366455
	Iteration 39Q: 3 clusters Score -7484300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -7484339.000000 Penalty: 3307.366455
	Iteration 40F: 3 clusters Score -7484339 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -7484370.000000 Penalty: 3307.366455
	Iteration 41Q: 3 clusters Score -7484370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -7484399.000000 Penalty: 3307.366455
	Iteration 42Q: 3 clusters Score -7484399 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -7484405.500000 Penalty: 3307.366455
	Iteration 43Q: 3 clusters Score -7484406 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -7484431.000000 Penalty: 3307.366455
	Iteration 44Q: 3 clusters Score -7484431 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -7484458.000000 Penalty: 3307.366455
	Iteration 45Q: 3 clusters Score -7484458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7484471.500000 Penalty: 3307.366455
	Iteration 46Q: 3 clusters Score -7484472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -7484465.500000 Penalty: 3307.366455
	Iteration 47Q: 3 clusters Score -7484466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7484481.000000 Penalty: 3307.366455
	Iteration 48Q: 3 clusters Score -7484481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -7484510.000000 Penalty: 3307.366455
	Iteration 49Q: 3 clusters Score -7484510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -7484527.000000 Penalty: 3307.366455
	Iteration 50Q: 3 clusters Score -7484527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7484529.000000 Penalty: 3307.366455
	Iteration 51Q: 3 clusters Score -7484529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -7484531.000000 Penalty: 3307.366455
	Iteration 52Q: 3 clusters Score -7484531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -7484534.000000 Penalty: 3307.366455
	Iteration 53Q: 3 clusters Score -7484534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -7484536.000000 Penalty: 3307.366455
	Iteration 54Q: 3 clusters Score -7484536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -7484526.500000 Penalty: 3307.366455
	Iteration 55Q: 3 clusters Score -7484526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -7484522.500000 Penalty: 3307.366455
	Iteration 56Q: 3 clusters Score -7484522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -7484534.500000 Penalty: 3307.366455
	Iteration 57Q: 3 clusters Score -7484534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7484534.000000 Penalty: 3307.366455
	Iteration 58Q: 3 clusters Score -7484534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -7484546.500000 Penalty: 3307.366455
	Iteration 59Q: 3 clusters Score -7484546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -7484530.500000 Penalty: 3307.366455
	Iteration 60F: 3 clusters Score -7484530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7484537.000000 Penalty: 3307.366455
	Iteration 61Q: 3 clusters Score -7484537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -7484534.000000 Penalty: 3307.366455
	Iteration 62Q: 3 clusters Score -7484534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -7484550.500000 Penalty: 3307.366455
	Iteration 63Q: 3 clusters Score -7484550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -7484548.000000 Penalty: 3307.366455
	Iteration 64Q: 3 clusters Score -7484548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7484564.500000 Penalty: 3307.366455
	Iteration 65Q: 3 clusters Score -7484564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -7484573.500000 Penalty: 3307.366455
	Iteration 66Q: 3 clusters Score -7484574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -7484587.500000 Penalty: 3307.366455
	Iteration 67Q: 3 clusters Score -7484588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -7484579.000000 Penalty: 3307.366455
	Iteration 68Q: 3 clusters Score -7484579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -7484588.500000 Penalty: 3307.366455
	Iteration 69Q: 3 clusters Score -7484588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -7484599.000000 Penalty: 3307.366455
	Iteration 70Q: 3 clusters Score -7484599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -7484595.000000 Penalty: 3307.366455
	Iteration 71Q: 3 clusters Score -7484595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -7484606.000000 Penalty: 3307.366455
	Iteration 72Q: 3 clusters Score -7484606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -7484622.000000 Penalty: 3307.366455
	Iteration 73Q: 3 clusters Score -7484622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -7484613.500000 Penalty: 3307.366455
	Iteration 74Q: 3 clusters Score -7484614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -7484617.000000 Penalty: 3307.366455
	Iteration 75Q: 3 clusters Score -7484617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -7484614.500000 Penalty: 3307.366455
	Iteration 76Q: 3 clusters Score -7484614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -7484616.000000 Penalty: 3307.366455
	Iteration 77Q: 3 clusters Score -7484616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7484606.000000 Penalty: 3307.366455
	Iteration 78Q: 3 clusters Score -7484606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -7484623.500000 Penalty: 3307.366455
	Iteration 79Q: 3 clusters Score -7484624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7484637.500000 Penalty: 3307.366455
	Iteration 80F: 3 clusters Score -7484638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -7484632.500000 Penalty: 3307.366455
	Iteration 81Q: 3 clusters Score -7484632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -7484621.000000 Penalty: 3307.366455
	Iteration 82Q: 3 clusters Score -7484621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -7484628.500000 Penalty: 3307.366455
	Iteration 83Q: 3 clusters Score -7484628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7484612.000000 Penalty: 3307.366455
	Iteration 84Q: 3 clusters Score -7484612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7484621.500000 Penalty: 3307.366455
	Iteration 85Q: 3 clusters Score -7484622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7484626.000000 Penalty: 3307.366455
	Iteration 86Q: 3 clusters Score -7484626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -7484628.000000 Penalty: 3307.366455
	Iteration 87Q: 3 clusters Score -7484628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -7484646.500000 Penalty: 3307.366455
	Iteration 88Q: 3 clusters Score -7484646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -7484640.000000 Penalty: 3307.366455
	Iteration 89Q: 3 clusters Score -7484640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -7484633.500000 Penalty: 3307.366455
	Iteration 90Q: 3 clusters Score -7484634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -7484632.000000 Penalty: 3307.366455
	Iteration 91Q: 3 clusters Score -7484632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -7484632.500000 Penalty: 3307.366455
	Iteration 92Q: 3 clusters Score -7484632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7484639.500000 Penalty: 3307.366455
	Iteration 93Q: 3 clusters Score -7484640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -7484661.500000 Penalty: 3307.366455
	Iteration 94Q: 3 clusters Score -7484662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -7484651.000000 Penalty: 3307.366455
	Iteration 95Q: 3 clusters Score -7484651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -7484650.000000 Penalty: 3307.366455
	Iteration 96Q: 3 clusters Score -7484650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -7484644.500000 Penalty: 3307.366455
	Iteration 97Q: 3 clusters Score -7484644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -7484652.000000 Penalty: 3307.366455
	Iteration 98Q: 3 clusters Score -7484652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -7484657.500000 Penalty: 3307.366455
	Iteration 99Q: 3 clusters Score -7484658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -7484662.500000 Penalty: 3307.366455
	Iteration 100F: 3 clusters Score -7484662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -7484662.500000 Penalty: 3307.366455
	Iteration 101Q: 3 clusters Score -7484662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7484667.000000 Penalty: 3307.366455
	Iteration 102Q: 3 clusters Score -7484667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -7484681.000000 Penalty: 3307.366455
	Iteration 103Q: 3 clusters Score -7484681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -7484664.000000 Penalty: 3307.366455
	Iteration 104Q: 3 clusters Score -7484664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7484652.500000 Penalty: 3307.366455
	Iteration 105Q: 3 clusters Score -7484652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -7484656.500000 Penalty: 3307.366455
	Iteration 106Q: 3 clusters Score -7484656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -7484660.000000 Penalty: 3307.366455
	Iteration 107Q: 3 clusters Score -7484660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -7484657.500000 Penalty: 3307.366455
	Iteration 108Q: 3 clusters Score -7484658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7484658.500000 Penalty: 3307.366455
	Iteration 109Q: 3 clusters Score -7484658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -7484669.000000 Penalty: 3307.366455
	Iteration 110Q: 3 clusters Score -7484669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7484668.500000 Penalty: 3307.366455
	Iteration 111Q: 3 clusters Score -7484668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -7484669.000000 Penalty: 3307.366455
	Iteration 112Q: 3 clusters Score -7484669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -7484669.000000 Penalty: 3307.366455
	Iteration 113Q: 3 clusters Score -7484669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -7484668.500000 Penalty: 3307.366455
	Iteration 114Q: 3 clusters Score -7484668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -7484675.000000 Penalty: 3307.366455
	Iteration 115Q: 3 clusters Score -7484675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -7484679.000000 Penalty: 3307.366455
	Iteration 116Q: 3 clusters Score -7484679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -7484672.000000 Penalty: 3307.366455
	Iteration 117Q: 3 clusters Score -7484672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -7484685.000000 Penalty: 3307.366455
	Iteration 118Q: 3 clusters Score -7484685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7484685.500000 Penalty: 3307.366455
	Iteration 119Q: 3 clusters Score -7484686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -7484676.000000 Penalty: 3307.366455
	Iteration 120F: 3 clusters Score -7484676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -7484692.000000 Penalty: 3307.366455
	Iteration 121Q: 3 clusters Score -7484692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -7484680.500000 Penalty: 3307.366455
	Iteration 122Q: 3 clusters Score -7484680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -7484682.500000 Penalty: 3307.366455
	Iteration 123Q: 3 clusters Score -7484682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7484691.000000 Penalty: 3307.366455
	Iteration 124Q: 3 clusters Score -7484691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -7484687.500000 Penalty: 3307.366455
	Iteration 125Q: 3 clusters Score -7484688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -7484676.000000 Penalty: 3307.366455
	Iteration 126Q: 3 clusters Score -7484676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -7484654.000000 Penalty: 3307.366455
	Iteration 127Q: 3 clusters Score -7484654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -7484675.500000 Penalty: 3307.366455
	Iteration 128Q: 3 clusters Score -7484676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -7484664.000000 Penalty: 3307.366455
	Iteration 129Q: 3 clusters Score -7484664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -7484668.000000 Penalty: 3307.366455
	Iteration 130Q: 3 clusters Score -7484668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -7484666.500000 Penalty: 3307.366455
	Iteration 131Q: 3 clusters Score -7484666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -7484664.000000 Penalty: 3307.366455
	Iteration 132Q: 3 clusters Score -7484664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -7484672.500000 Penalty: 3307.366455
	Iteration 133Q: 3 clusters Score -7484672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -7484667.000000 Penalty: 3307.366455
	Iteration 134Q: 3 clusters Score -7484667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -7484671.500000 Penalty: 3307.366455
	Iteration 135Q: 3 clusters Score -7484672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -7484675.500000 Penalty: 3307.366455
	Iteration 136Q: 3 clusters Score -7484676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -7484677.500000 Penalty: 3307.366455
	Iteration 137Q: 3 clusters Score -7484678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -7484657.500000 Penalty: 3307.366455
	Iteration 138Q: 3 clusters Score -7484658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -7484672.500000 Penalty: 3307.366455
	Iteration 139Q: 3 clusters Score -7484672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -7484672.000000 Penalty: 3307.366455
	Iteration 140F: 3 clusters Score -7484672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -7484672.000000 Penalty: 3307.366455
	Iteration 141Q: 3 clusters Score -7484672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -7484667.500000 Penalty: 3307.366455
	Iteration 142Q: 3 clusters Score -7484668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -7484660.000000 Penalty: 3307.366455
	Iteration 143Q: 3 clusters Score -7484660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -7484672.000000 Penalty: 3307.366455
	Iteration 144Q: 3 clusters Score -7484672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -7484670.500000 Penalty: 3307.366455
	Iteration 145Q: 3 clusters Score -7484670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -7484668.500000 Penalty: 3307.366455
	Iteration 146Q: 3 clusters Score -7484668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -7484684.500000 Penalty: 3307.366455
	Iteration 147Q: 3 clusters Score -7484684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -7484705.500000 Penalty: 3307.366455
	Iteration 148Q: 3 clusters Score -7484706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -7484700.500000 Penalty: 3307.366455
	Iteration 149Q: 3 clusters Score -7484700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -7484704.000000 Penalty: 3307.366455
	Iteration 150Q: 3 clusters Score -7484704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -7484701.000000 Penalty: 3307.366455
	Iteration 151Q: 3 clusters Score -7484701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -7484713.000000 Penalty: 3307.366455
	Iteration 152Q: 3 clusters Score -7484713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7484715.000000 Penalty: 3307.366455
	Iteration 153Q: 3 clusters Score -7484715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -7484724.000000 Penalty: 3307.366455
	Iteration 154Q: 3 clusters Score -7484724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7484726.000000 Penalty: 3307.366455
	Iteration 155Q: 3 clusters Score -7484726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -7484726.500000 Penalty: 3307.366455
	Iteration 156Q: 3 clusters Score -7484726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -7484731.500000 Penalty: 3307.366455
	Iteration 157Q: 3 clusters Score -7484732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -7484731.500000 Penalty: 3307.366455
	Iteration 158Q: 3 clusters Score -7484732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -7484736.000000 Penalty: 3307.366455
	Iteration 159Q: 3 clusters Score -7484736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7484740.500000 Penalty: 3307.366455
	Iteration 160F: 3 clusters Score -7484740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7484733.000000 Penalty: 3307.366455
	Iteration 161Q: 3 clusters Score -7484733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7484740.500000 Penalty: 3307.366455
	Iteration 162Q: 3 clusters Score -7484740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -7484742.500000 Penalty: 3307.366455
	Iteration 163Q: 3 clusters Score -7484742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -7484746.500000 Penalty: 3307.366455
	Iteration 164Q: 3 clusters Score -7484746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7484749.000000 Penalty: 3307.366455
	Iteration 165Q: 3 clusters Score -7484749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -7484748.500000 Penalty: 3307.366455
	Iteration 166Q: 3 clusters Score -7484748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -7484745.000000 Penalty: 3307.366455
	Iteration 167Q: 3 clusters Score -7484745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -7484763.000000 Penalty: 3307.366455
	Iteration 168Q: 3 clusters Score -7484763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -7484757.500000 Penalty: 3307.366455
	Iteration 169Q: 3 clusters Score -7484758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -7484766.000000 Penalty: 3307.366455
	Iteration 170Q: 3 clusters Score -7484766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7484772.000000 Penalty: 3307.366455
	Iteration 171Q: 3 clusters Score -7484772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -7484771.500000 Penalty: 3307.366455
	Iteration 172Q: 3 clusters Score -7484772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -7484770.500000 Penalty: 3307.366455
	Iteration 173Q: 3 clusters Score -7484770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -7484763.500000 Penalty: 3307.366455
	Iteration 174Q: 3 clusters Score -7484764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -7484772.000000 Penalty: 3307.366455
	Iteration 175Q: 3 clusters Score -7484772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7484790.500000 Penalty: 3307.366455
	Iteration 176Q: 3 clusters Score -7484790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7484811.000000 Penalty: 3307.366455
	Iteration 177Q: 3 clusters Score -7484811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -7484820.500000 Penalty: 3307.366455
	Iteration 178Q: 3 clusters Score -7484820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -7484827.500000 Penalty: 3307.366455
	Iteration 179Q: 3 clusters Score -7484828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -7484820.500000 Penalty: 3307.366455
	Iteration 180F: 3 clusters Score -7484820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7484818.500000 Penalty: 3307.366455
	Iteration 181Q: 3 clusters Score -7484818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -7484826.000000 Penalty: 3307.366455
	Iteration 182Q: 3 clusters Score -7484826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -7484814.500000 Penalty: 3307.366455
	Iteration 183Q: 3 clusters Score -7484814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -7484828.500000 Penalty: 3307.366455
	Iteration 184Q: 3 clusters Score -7484828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7484829.000000 Penalty: 3307.366455
	Iteration 185Q: 3 clusters Score -7484829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -7484828.000000 Penalty: 3307.366455
	Iteration 186Q: 3 clusters Score -7484828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -7484828.000000 Penalty: 3307.366455
	Iteration 187Q: 3 clusters Score -7484828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -7484812.500000 Penalty: 3307.366455
	Iteration 188Q: 3 clusters Score -7484812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -7484822.500000 Penalty: 3307.366455
	Iteration 189Q: 3 clusters Score -7484822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -7484821.000000 Penalty: 3307.366455
	Iteration 190Q: 3 clusters Score -7484821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -7484812.500000 Penalty: 3307.366455
	Iteration 191Q: 3 clusters Score -7484812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -7484821.500000 Penalty: 3307.366455
	Iteration 192Q: 3 clusters Score -7484822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -7484853.500000 Penalty: 3307.366455
	Iteration 193Q: 3 clusters Score -7484854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -7484856.000000 Penalty: 3307.366455
	Iteration 194Q: 3 clusters Score -7484856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -7484857.500000 Penalty: 3307.366455
	Iteration 195Q: 3 clusters Score -7484858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -7484862.000000 Penalty: 3307.366455
	Iteration 196Q: 3 clusters Score -7484862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -7484856.500000 Penalty: 3307.366455
	Iteration 197Q: 3 clusters Score -7484856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -7484866.000000 Penalty: 3307.366455
	Iteration 198Q: 3 clusters Score -7484866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -7484851.000000 Penalty: 3307.366455
	Iteration 199Q: 3 clusters Score -7484851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -7484855.500000 Penalty: 3307.366455
	Iteration 200F: 3 clusters Score -7484856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -7484867.000000 Penalty: 3307.366455
	Iteration 201Q: 3 clusters Score -7484867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7484857.000000 Penalty: 3307.366455
	Iteration 202Q: 3 clusters Score -7484857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -7484869.000000 Penalty: 3307.366455
	Iteration 203Q: 3 clusters Score -7484869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -7484874.500000 Penalty: 3307.366455
	Iteration 204Q: 3 clusters Score -7484874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -7484879.500000 Penalty: 3307.366455
	Iteration 205Q: 3 clusters Score -7484880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -7484886.000000 Penalty: 3307.366455
	Iteration 206Q: 3 clusters Score -7484886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7484902.500000 Penalty: 3307.366455
	Iteration 207Q: 3 clusters Score -7484902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7484903.000000 Penalty: 3307.366455
	Iteration 208Q: 3 clusters Score -7484903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7484900.000000 Penalty: 3307.366455
	Iteration 209Q: 3 clusters Score -7484900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -7484903.500000 Penalty: 3307.366455
	Iteration 210Q: 3 clusters Score -7484904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -7484918.000000 Penalty: 3307.366455
	Iteration 211Q: 3 clusters Score -7484918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -7484925.500000 Penalty: 3307.366455
	Iteration 212Q: 3 clusters Score -7484926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -7484937.500000 Penalty: 3307.366455
	Iteration 213Q: 3 clusters Score -7484938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -7484933.500000 Penalty: 3307.366455
	Iteration 214Q: 3 clusters Score -7484934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -7484928.500000 Penalty: 3307.366455
	Iteration 215Q: 3 clusters Score -7484928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -7484922.000000 Penalty: 3307.366455
	Iteration 216Q: 3 clusters Score -7484922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -7484931.000000 Penalty: 3307.366455
	Iteration 217Q: 3 clusters Score -7484931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -7484945.500000 Penalty: 3307.366455
	Iteration 218Q: 3 clusters Score -7484946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -7484947.500000 Penalty: 3307.366455
	Iteration 219Q: 3 clusters Score -7484948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -7484957.000000 Penalty: 3307.366455
	Iteration 220F: 3 clusters Score -7484957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -7484955.500000 Penalty: 3307.366455
	Iteration 221Q: 3 clusters Score -7484956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -7484958.000000 Penalty: 3307.366455
	Iteration 222Q: 3 clusters Score -7484958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -7484955.000000 Penalty: 3307.366455
	Iteration 223Q: 3 clusters Score -7484955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -7484955.000000 Penalty: 3307.366455
	Iteration 224Q: 3 clusters Score -7484955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -7484967.500000 Penalty: 3307.366455
	Iteration 225Q: 3 clusters Score -7484968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -7484966.500000 Penalty: 3307.366455
	Iteration 226Q: 3 clusters Score -7484966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -7484960.000000 Penalty: 3307.366455
	Iteration 227Q: 3 clusters Score -7484960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -7484968.000000 Penalty: 3307.366455
	Iteration 228Q: 3 clusters Score -7484968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -7484953.000000 Penalty: 3307.366455
	Iteration 229Q: 3 clusters Score -7484953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7484949.000000 Penalty: 3307.366455
	Iteration 230Q: 3 clusters Score -7484949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -7484954.500000 Penalty: 3307.366455
	Iteration 231Q: 3 clusters Score -7484954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -7484960.000000 Penalty: 3307.366455
	Iteration 232Q: 3 clusters Score -7484960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -7484954.000000 Penalty: 3307.366455
	Iteration 233Q: 3 clusters Score -7484954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -7484953.000000 Penalty: 3307.366455
	Iteration 234Q: 3 clusters Score -7484953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -7484948.500000 Penalty: 3307.366455
	Iteration 235Q: 3 clusters Score -7484948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -7484950.000000 Penalty: 3307.366455
	Iteration 236Q: 3 clusters Score -7484950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -7484960.500000 Penalty: 3307.366455
	Iteration 237Q: 3 clusters Score -7484960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -7484968.500000 Penalty: 3307.366455
	Iteration 238Q: 3 clusters Score -7484968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -7484953.500000 Penalty: 3307.366455
	Iteration 239Q: 3 clusters Score -7484954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -7484961.000000 Penalty: 3307.366455
	Iteration 240F: 3 clusters Score -7484961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -7484963.500000 Penalty: 3307.366455
	Iteration 241Q: 3 clusters Score -7484964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -7484976.000000 Penalty: 3307.366455
	Iteration 242Q: 3 clusters Score -7484976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -7484970.500000 Penalty: 3307.366455
	Iteration 243Q: 3 clusters Score -7484970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -7484975.500000 Penalty: 3307.366455
	Iteration 244Q: 3 clusters Score -7484976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -7484981.000000 Penalty: 3307.366455
	Iteration 245Q: 3 clusters Score -7484981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -7484979.500000 Penalty: 3307.366455
	Iteration 246Q: 3 clusters Score -7484980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -7484983.500000 Penalty: 3307.366455
	Iteration 247Q: 3 clusters Score -7484984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -7484985.500000 Penalty: 3307.366455
	Iteration 248Q: 3 clusters Score -7484986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7484968.500000 Penalty: 3307.366455
	Iteration 249Q: 3 clusters Score -7484968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -7484971.500000 Penalty: 3307.366455
	Iteration 250Q: 3 clusters Score -7484972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7484960.000000 Penalty: 3307.366455
	Iteration 251Q: 3 clusters Score -7484960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -7484965.500000 Penalty: 3307.366455
	Iteration 252Q: 3 clusters Score -7484966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -7484968.000000 Penalty: 3307.366455
	Iteration 253Q: 3 clusters Score -7484968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -7484972.500000 Penalty: 3307.366455
	Iteration 254Q: 3 clusters Score -7484972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -7484975.500000 Penalty: 3307.366455
	Iteration 255Q: 3 clusters Score -7484976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -7484971.000000 Penalty: 3307.366455
	Iteration 256Q: 3 clusters Score -7484971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -7484987.000000 Penalty: 3307.366455
	Iteration 257Q: 3 clusters Score -7484987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -7484992.500000 Penalty: 3307.366455
	Iteration 258Q: 3 clusters Score -7484992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -7484981.000000 Penalty: 3307.366455
	Iteration 259Q: 3 clusters Score -7484981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -7484989.500000 Penalty: 3307.366455
	Iteration 260F: 3 clusters Score -7484990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7484987.500000 Penalty: 3307.366455
	Iteration 261Q: 3 clusters Score -7484988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7484982.500000 Penalty: 3307.366455
	Iteration 262Q: 3 clusters Score -7484982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -7484984.000000 Penalty: 3307.366455
	Iteration 263Q: 3 clusters Score -7484984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -7484992.000000 Penalty: 3307.366455
	Iteration 264Q: 3 clusters Score -7484992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -7485000.500000 Penalty: 3307.366455
	Iteration 265Q: 3 clusters Score -7485000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -7485002.500000 Penalty: 3307.366455
	Iteration 266Q: 3 clusters Score -7485002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -7485010.500000 Penalty: 3307.366455
	Iteration 267Q: 3 clusters Score -7485010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -7485012.500000 Penalty: 3307.366455
	Iteration 268Q: 3 clusters Score -7485012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -7485013.000000 Penalty: 3307.366455
	Iteration 269Q: 3 clusters Score -7485013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -7485019.000000 Penalty: 3307.366455
	Iteration 270Q: 3 clusters Score -7485019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -7485017.000000 Penalty: 3307.366455
	Iteration 271Q: 3 clusters Score -7485017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -7485021.500000 Penalty: 3307.366455
	Iteration 272Q: 3 clusters Score -7485022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -7485025.000000 Penalty: 3307.366455
	Iteration 273Q: 3 clusters Score -7485025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -7485035.500000 Penalty: 3307.366455
	Iteration 274Q: 3 clusters Score -7485036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7485029.000000 Penalty: 3307.366455
	Iteration 275Q: 3 clusters Score -7485029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -7485037.000000 Penalty: 3307.366455
	Iteration 276Q: 3 clusters Score -7485037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -7485034.000000 Penalty: 3307.366455
	Iteration 277Q: 3 clusters Score -7485034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -7485035.500000 Penalty: 3307.366455
	Iteration 278Q: 3 clusters Score -7485036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -7485040.500000 Penalty: 3307.366455
	Iteration 279Q: 3 clusters Score -7485040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -7485038.500000 Penalty: 3307.366455
	Iteration 280F: 3 clusters Score -7485038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -7485044.500000 Penalty: 3307.366455
	Iteration 281Q: 3 clusters Score -7485044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -7485033.000000 Penalty: 3307.366455
	Iteration 282Q: 3 clusters Score -7485033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -7485039.000000 Penalty: 3307.366455
	Iteration 283Q: 3 clusters Score -7485039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -7485032.500000 Penalty: 3307.366455
	Iteration 284Q: 3 clusters Score -7485032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -7485030.500000 Penalty: 3307.366455
	Iteration 285Q: 3 clusters Score -7485030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -7485035.000000 Penalty: 3307.366455
	Iteration 286Q: 3 clusters Score -7485035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -7485046.500000 Penalty: 3307.366455
	Iteration 287Q: 3 clusters Score -7485046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -7485044.000000 Penalty: 3307.366455
	Iteration 288Q: 3 clusters Score -7485044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -7485044.000000 Penalty: 3307.366455
	Iteration 289Q: 3 clusters Score -7485044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -7485044.000000 Penalty: 3307.366455
	Iteration 290Q: 3 clusters Score -7485044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -7485047.000000 Penalty: 3307.366455
	Iteration 291Q: 3 clusters Score -7485047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -7485051.000000 Penalty: 3307.366455
	Iteration 292Q: 3 clusters Score -7485051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -7485050.500000 Penalty: 3307.366455
	Iteration 293Q: 3 clusters Score -7485050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -7485049.000000 Penalty: 3307.366455
	Iteration 294Q: 3 clusters Score -7485049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -7485049.500000 Penalty: 3307.366455
	Iteration 295Q: 3 clusters Score -7485050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -7485049.500000 Penalty: 3307.366455
	Iteration 296Q: 3 clusters Score -7485050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -7485043.000000 Penalty: 3307.366455
	Iteration 297Q: 3 clusters Score -7485043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -7485043.500000 Penalty: 3307.366455
	Iteration 298Q: 3 clusters Score -7485044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -7485054.000000 Penalty: 3307.366455
	Iteration 299Q: 3 clusters Score -7485054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -7485054.500000 Penalty: 3307.366455
	Iteration 300F: 3 clusters Score -7485054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -7485062.000000 Penalty: 3307.366455
	Iteration 301Q: 3 clusters Score -7485062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -7485059.000000 Penalty: 3307.366455
	Iteration 302Q: 3 clusters Score -7485059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -7485062.000000 Penalty: 3307.366455
	Iteration 303Q: 3 clusters Score -7485062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7485058.000000 Penalty: 3307.366455
	Iteration 304Q: 3 clusters Score -7485058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -7485068.000000 Penalty: 3307.366455
	Iteration 305Q: 3 clusters Score -7485068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -7485058.500000 Penalty: 3307.366455
	Iteration 306Q: 3 clusters Score -7485058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -7485064.500000 Penalty: 3307.366455
	Iteration 307Q: 3 clusters Score -7485064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -7485064.500000 Penalty: 3307.366455
	Iteration 308F: 3 clusters Score -7485064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -41920.863281 Penalty: 912.972046
	Iteration 0F: 2 clusters Score -41920.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41023.179688 Penalty: 1825.944092
	Iteration 0F: 3 clusters Score -41023.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41187.683594 Penalty: 1825.944092
	Iteration 1F: 3 clusters Score -41187.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41248.898438 Penalty: 1825.944092
	Iteration 2Q: 3 clusters Score -41248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41264.273438 Penalty: 1825.944092
	Iteration 3Q: 3 clusters Score -41264.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41287.613281 Penalty: 1825.944092
	Iteration 4Q: 3 clusters Score -41287.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41305.132812 Penalty: 1825.944092
	Iteration 5Q: 3 clusters Score -41305.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41312.699219 Penalty: 1825.944092
	Iteration 6Q: 3 clusters Score -41312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41312.699219 Penalty: 1825.944092
	Iteration 7F: 3 clusters Score -41312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -546064.687500 Penalty: 1268.425903
	Iteration 0F: 2 clusters Score -546064.7 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 2498 members 
Entering Unmasked Estep 
Score: -542343.187500 Penalty: 2536.851807
	Iteration 0F: 3 clusters Score -542343.2 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -543400.250000 Penalty: 2536.851807
	Iteration 1F: 3 clusters Score -543400.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -543599.187500 Penalty: 2536.851807
	Iteration 2F: 3 clusters Score -543599.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -543737.875000 Penalty: 2536.851807
	Iteration 3Q: 3 clusters Score -543737.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -543856.062500 Penalty: 2536.851807
	Iteration 4Q: 3 clusters Score -543856.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -543943.312500 Penalty: 2536.851807
	Iteration 5Q: 3 clusters Score -543943.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -544029.375000 Penalty: 2536.851807
	Iteration 6Q: 3 clusters Score -544029.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -544127.375000 Penalty: 2536.851807
	Iteration 7Q: 3 clusters Score -544127.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -544250.375000 Penalty: 2536.851807
	Iteration 8Q: 3 clusters Score -544250.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -544393.375000 Penalty: 2536.851807
	Iteration 9Q: 3 clusters Score -544393.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -544513.937500 Penalty: 2536.851807
	Iteration 10Q: 3 clusters Score -544513.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -544621.750000 Penalty: 2536.851807
	Iteration 11Q: 3 clusters Score -544621.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -544701.125000 Penalty: 2536.851807
	Iteration 12Q: 3 clusters Score -544701.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -544771.687500 Penalty: 2536.851807
	Iteration 13Q: 3 clusters Score -544771.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -544831.125000 Penalty: 2536.851807
	Iteration 14Q: 3 clusters Score -544831.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -544868.875000 Penalty: 2536.851807
	Iteration 15Q: 3 clusters Score -544868.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -544900.687500 Penalty: 2536.851807
	Iteration 16Q: 3 clusters Score -544900.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -544933.000000 Penalty: 2536.851807
	Iteration 17Q: 3 clusters Score -544933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -544957.562500 Penalty: 2536.851807
	Iteration 18Q: 3 clusters Score -544957.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -544975.750000 Penalty: 2536.851807
	Iteration 19Q: 3 clusters Score -544975.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -545000.437500 Penalty: 2536.851807
	Iteration 20F: 3 clusters Score -545000.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -545021.437500 Penalty: 2536.851807
	Iteration 21Q: 3 clusters Score -545021.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -545042.437500 Penalty: 2536.851807
	Iteration 22Q: 3 clusters Score -545042.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -545055.562500 Penalty: 2536.851807
	Iteration 23Q: 3 clusters Score -545055.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -545074.687500 Penalty: 2536.851807
	Iteration 24Q: 3 clusters Score -545074.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -545092.750000 Penalty: 2536.851807
	Iteration 25Q: 3 clusters Score -545092.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -545112.312500 Penalty: 2536.851807
	Iteration 26Q: 3 clusters Score -545112.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -545124.312500 Penalty: 2536.851807
	Iteration 27Q: 3 clusters Score -545124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -545132.500000 Penalty: 2536.851807
	Iteration 28Q: 3 clusters Score -545132.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -545137.437500 Penalty: 2536.851807
	Iteration 29Q: 3 clusters Score -545137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -545141.562500 Penalty: 2536.851807
	Iteration 30Q: 3 clusters Score -545141.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -545145.750000 Penalty: 2536.851807
	Iteration 31Q: 3 clusters Score -545145.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -545147.875000 Penalty: 2536.851807
	Iteration 32Q: 3 clusters Score -545147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -545149.375000 Penalty: 2536.851807
	Iteration 33Q: 3 clusters Score -545149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -545149.437500 Penalty: 2536.851807
	Iteration 34Q: 3 clusters Score -545149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -545149.625000 Penalty: 2536.851807
	Iteration 35Q: 3 clusters Score -545149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -545154.437500 Penalty: 2536.851807
	Iteration 36Q: 3 clusters Score -545154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -545160.062500 Penalty: 2536.851807
	Iteration 37Q: 3 clusters Score -545160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -545163.250000 Penalty: 2536.851807
	Iteration 38Q: 3 clusters Score -545163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -545167.187500 Penalty: 2536.851807
	Iteration 39Q: 3 clusters Score -545167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -545170.562500 Penalty: 2536.851807
	Iteration 40F: 3 clusters Score -545170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -545171.687500 Penalty: 2536.851807
	Iteration 41Q: 3 clusters Score -545171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -545173.375000 Penalty: 2536.851807
	Iteration 42Q: 3 clusters Score -545173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -545174.500000 Penalty: 2536.851807
	Iteration 43Q: 3 clusters Score -545174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -545175.000000 Penalty: 2536.851807
	Iteration 44Q: 3 clusters Score -545175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -545174.812500 Penalty: 2536.851807
	Iteration 45Q: 3 clusters Score -545174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -545178.625000 Penalty: 2536.851807
	Iteration 46Q: 3 clusters Score -545178.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -545184.125000 Penalty: 2536.851807
	Iteration 47Q: 3 clusters Score -545184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -545191.500000 Penalty: 2536.851807
	Iteration 48Q: 3 clusters Score -545191.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -545197.125000 Penalty: 2536.851807
	Iteration 49Q: 3 clusters Score -545197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -545201.687500 Penalty: 2536.851807
	Iteration 50Q: 3 clusters Score -545201.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -545207.000000 Penalty: 2536.851807
	Iteration 51Q: 3 clusters Score -545207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -545210.250000 Penalty: 2536.851807
	Iteration 52Q: 3 clusters Score -545210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -545214.187500 Penalty: 2536.851807
	Iteration 53Q: 3 clusters Score -545214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -545216.187500 Penalty: 2536.851807
	Iteration 54Q: 3 clusters Score -545216.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -545224.187500 Penalty: 2536.851807
	Iteration 55Q: 3 clusters Score -545224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -545229.000000 Penalty: 2536.851807
	Iteration 56Q: 3 clusters Score -545229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -545234.187500 Penalty: 2536.851807
	Iteration 57Q: 3 clusters Score -545234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -545240.375000 Penalty: 2536.851807
	Iteration 58Q: 3 clusters Score -545240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -545246.250000 Penalty: 2536.851807
	Iteration 59Q: 3 clusters Score -545246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -545252.187500 Penalty: 2536.851807
	Iteration 60F: 3 clusters Score -545252.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -545257.687500 Penalty: 2536.851807
	Iteration 61Q: 3 clusters Score -545257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -545260.500000 Penalty: 2536.851807
	Iteration 62Q: 3 clusters Score -545260.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -545265.625000 Penalty: 2536.851807
	Iteration 63Q: 3 clusters Score -545265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -545269.250000 Penalty: 2536.851807
	Iteration 64Q: 3 clusters Score -545269.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -545273.375000 Penalty: 2536.851807
	Iteration 65Q: 3 clusters Score -545273.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -545281.062500 Penalty: 2536.851807
	Iteration 66Q: 3 clusters Score -545281.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -545288.375000 Penalty: 2536.851807
	Iteration 67Q: 3 clusters Score -545288.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -545294.687500 Penalty: 2536.851807
	Iteration 68Q: 3 clusters Score -545294.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -545302.062500 Penalty: 2536.851807
	Iteration 69Q: 3 clusters Score -545302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -545308.500000 Penalty: 2536.851807
	Iteration 70Q: 3 clusters Score -545308.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -545313.750000 Penalty: 2536.851807
	Iteration 71Q: 3 clusters Score -545313.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -545318.687500 Penalty: 2536.851807
	Iteration 72Q: 3 clusters Score -545318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -545321.437500 Penalty: 2536.851807
	Iteration 73Q: 3 clusters Score -545321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -545323.562500 Penalty: 2536.851807
	Iteration 74Q: 3 clusters Score -545323.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -545325.875000 Penalty: 2536.851807
	Iteration 75Q: 3 clusters Score -545325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -545327.250000 Penalty: 2536.851807
	Iteration 76Q: 3 clusters Score -545327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -545328.687500 Penalty: 2536.851807
	Iteration 77Q: 3 clusters Score -545328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -545330.000000 Penalty: 2536.851807
	Iteration 78Q: 3 clusters Score -545330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -545330.812500 Penalty: 2536.851807
	Iteration 79Q: 3 clusters Score -545330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -545330.812500 Penalty: 2536.851807
	Iteration 80F: 3 clusters Score -545330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -545331.187500 Penalty: 2536.851807
	Iteration 81Q: 3 clusters Score -545331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -545330.750000 Penalty: 2536.851807
	Iteration 82Q: 3 clusters Score -545330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -545330.750000 Penalty: 2536.851807
	Iteration 83F: 3 clusters Score -545330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -679939.875000 Penalty: 1300.800049
	Iteration 0F: 2 clusters Score -679939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -675458.562500 Penalty: 2601.600098
	Iteration 0F: 3 clusters Score -675458.6 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -676858.875000 Penalty: 2601.600098
	Iteration 1F: 3 clusters Score -676858.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -677165.125000 Penalty: 2601.600098
	Iteration 2F: 3 clusters Score -677165.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -677394.062500 Penalty: 2601.600098
	Iteration 3F: 3 clusters Score -677394.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -677545.875000 Penalty: 2601.600098
	Iteration 4Q: 3 clusters Score -677545.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -677665.750000 Penalty: 2601.600098
	Iteration 5Q: 3 clusters Score -677665.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -677785.312500 Penalty: 2601.600098
	Iteration 6Q: 3 clusters Score -677785.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -677928.812500 Penalty: 2601.600098
	Iteration 7Q: 3 clusters Score -677928.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -678080.000000 Penalty: 2601.600098
	Iteration 8Q: 3 clusters Score -678080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -678222.062500 Penalty: 2601.600098
	Iteration 9Q: 3 clusters Score -678222.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -678351.750000 Penalty: 2601.600098
	Iteration 10Q: 3 clusters Score -678351.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -678483.500000 Penalty: 2601.600098
	Iteration 11Q: 3 clusters Score -678483.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -678614.437500 Penalty: 2601.600098
	Iteration 12Q: 3 clusters Score -678614.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -678723.375000 Penalty: 2601.600098
	Iteration 13Q: 3 clusters Score -678723.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -678824.250000 Penalty: 2601.600098
	Iteration 14Q: 3 clusters Score -678824.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -678913.812500 Penalty: 2601.600098
	Iteration 15Q: 3 clusters Score -678913.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -678997.812500 Penalty: 2601.600098
	Iteration 16Q: 3 clusters Score -678997.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -679054.375000 Penalty: 2601.600098
	Iteration 17Q: 3 clusters Score -679054.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -679112.875000 Penalty: 2601.600098
	Iteration 18Q: 3 clusters Score -679112.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -679166.625000 Penalty: 2601.600098
	Iteration 19Q: 3 clusters Score -679166.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -679205.000000 Penalty: 2601.600098
	Iteration 20F: 3 clusters Score -679205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -679230.000000 Penalty: 2601.600098
	Iteration 21Q: 3 clusters Score -679230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -679249.312500 Penalty: 2601.600098
	Iteration 22Q: 3 clusters Score -679249.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -679268.750000 Penalty: 2601.600098
	Iteration 23Q: 3 clusters Score -679268.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -679292.000000 Penalty: 2601.600098
	Iteration 24Q: 3 clusters Score -679292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -679314.187500 Penalty: 2601.600098
	Iteration 25Q: 3 clusters Score -679314.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -679329.500000 Penalty: 2601.600098
	Iteration 26Q: 3 clusters Score -679329.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -679343.687500 Penalty: 2601.600098
	Iteration 27Q: 3 clusters Score -679343.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -679353.875000 Penalty: 2601.600098
	Iteration 28Q: 3 clusters Score -679353.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -679361.812500 Penalty: 2601.600098
	Iteration 29Q: 3 clusters Score -679361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -679366.000000 Penalty: 2601.600098
	Iteration 30Q: 3 clusters Score -679366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -679369.187500 Penalty: 2601.600098
	Iteration 31Q: 3 clusters Score -679369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -679373.250000 Penalty: 2601.600098
	Iteration 32Q: 3 clusters Score -679373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -679376.250000 Penalty: 2601.600098
	Iteration 33Q: 3 clusters Score -679376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -679376.312500 Penalty: 2601.600098
	Iteration 34Q: 3 clusters Score -679376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -679377.250000 Penalty: 2601.600098
	Iteration 35Q: 3 clusters Score -679377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -679381.000000 Penalty: 2601.600098
	Iteration 36Q: 3 clusters Score -679381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -679379.312500 Penalty: 2601.600098
	Iteration 37Q: 3 clusters Score -679379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -679380.562500 Penalty: 2601.600098
	Iteration 38Q: 3 clusters Score -679380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -679383.875000 Penalty: 2601.600098
	Iteration 39Q: 3 clusters Score -679383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -679383.875000 Penalty: 2601.600098
	Iteration 40F: 3 clusters Score -679383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -679384.437500 Penalty: 2601.600098
	Iteration 41Q: 3 clusters Score -679384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -679384.312500 Penalty: 2601.600098
	Iteration 42Q: 3 clusters Score -679384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -679384.312500 Penalty: 2601.600098
	Iteration 43F: 3 clusters Score -679384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -885583.187500 Penalty: 1331.607544
	Iteration 0F: 2 clusters Score -885583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -880240.187500 Penalty: 2663.215088
	Iteration 0F: 3 clusters Score -880240.2 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -881963.687500 Penalty: 2663.215088
	Iteration 1F: 3 clusters Score -881963.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -882205.687500 Penalty: 2663.215088
	Iteration 2F: 3 clusters Score -882205.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -882354.812500 Penalty: 2663.215088
	Iteration 3Q: 3 clusters Score -882354.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -882455.625000 Penalty: 2663.215088
	Iteration 4Q: 3 clusters Score -882455.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -882538.187500 Penalty: 2663.215088
	Iteration 5Q: 3 clusters Score -882538.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -882610.187500 Penalty: 2663.215088
	Iteration 6Q: 3 clusters Score -882610.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -882675.187500 Penalty: 2663.215088
	Iteration 7Q: 3 clusters Score -882675.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -882740.937500 Penalty: 2663.215088
	Iteration 8Q: 3 clusters Score -882740.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -882815.312500 Penalty: 2663.215088
	Iteration 9Q: 3 clusters Score -882815.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -882877.875000 Penalty: 2663.215088
	Iteration 10Q: 3 clusters Score -882877.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -882946.375000 Penalty: 2663.215088
	Iteration 11Q: 3 clusters Score -882946.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -883016.375000 Penalty: 2663.215088
	Iteration 12Q: 3 clusters Score -883016.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -883097.000000 Penalty: 2663.215088
	Iteration 13Q: 3 clusters Score -883097 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -883189.687500 Penalty: 2663.215088
	Iteration 14Q: 3 clusters Score -883189.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -883282.125000 Penalty: 2663.215088
	Iteration 15Q: 3 clusters Score -883282.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -883394.125000 Penalty: 2663.215088
	Iteration 16Q: 3 clusters Score -883394.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -883498.937500 Penalty: 2663.215088
	Iteration 17Q: 3 clusters Score -883498.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -883599.375000 Penalty: 2663.215088
	Iteration 18Q: 3 clusters Score -883599.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -883720.875000 Penalty: 2663.215088
	Iteration 19Q: 3 clusters Score -883720.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -883857.625000 Penalty: 2663.215088
	Iteration 20F: 3 clusters Score -883857.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -884009.937500 Penalty: 2663.215088
	Iteration 21Q: 3 clusters Score -884009.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -884174.312500 Penalty: 2663.215088
	Iteration 22Q: 3 clusters Score -884174.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -884327.250000 Penalty: 2663.215088
	Iteration 23Q: 3 clusters Score -884327.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -884469.000000 Penalty: 2663.215088
	Iteration 24Q: 3 clusters Score -884469 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -884572.750000 Penalty: 2663.215088
	Iteration 25Q: 3 clusters Score -884572.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -884668.562500 Penalty: 2663.215088
	Iteration 26Q: 3 clusters Score -884668.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -884764.125000 Penalty: 2663.215088
	Iteration 27Q: 3 clusters Score -884764.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -884862.875000 Penalty: 2663.215088
	Iteration 28Q: 3 clusters Score -884862.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -884953.937500 Penalty: 2663.215088
	Iteration 29Q: 3 clusters Score -884953.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -885018.125000 Penalty: 2663.215088
	Iteration 30Q: 3 clusters Score -885018.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -885067.750000 Penalty: 2663.215088
	Iteration 31Q: 3 clusters Score -885067.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -885105.500000 Penalty: 2663.215088
	Iteration 32Q: 3 clusters Score -885105.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -885127.437500 Penalty: 2663.215088
	Iteration 33Q: 3 clusters Score -885127.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -885143.000000 Penalty: 2663.215088
	Iteration 34Q: 3 clusters Score -885143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -885155.437500 Penalty: 2663.215088
	Iteration 35Q: 3 clusters Score -885155.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -885161.625000 Penalty: 2663.215088
	Iteration 36Q: 3 clusters Score -885161.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -885168.625000 Penalty: 2663.215088
	Iteration 37Q: 3 clusters Score -885168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -885171.062500 Penalty: 2663.215088
	Iteration 38Q: 3 clusters Score -885171.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -885179.250000 Penalty: 2663.215088
	Iteration 39Q: 3 clusters Score -885179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -885182.187500 Penalty: 2663.215088
	Iteration 40F: 3 clusters Score -885182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -885191.687500 Penalty: 2663.215088
	Iteration 41Q: 3 clusters Score -885191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -885192.812500 Penalty: 2663.215088
	Iteration 42Q: 3 clusters Score -885192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -885197.812500 Penalty: 2663.215088
	Iteration 43Q: 3 clusters Score -885197.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -885201.000000 Penalty: 2663.215088
	Iteration 44Q: 3 clusters Score -885201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -885203.187500 Penalty: 2663.215088
	Iteration 45Q: 3 clusters Score -885203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -885203.437500 Penalty: 2663.215088
	Iteration 46Q: 3 clusters Score -885203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -885205.750000 Penalty: 2663.215088
	Iteration 47Q: 3 clusters Score -885205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -885205.187500 Penalty: 2663.215088
	Iteration 48Q: 3 clusters Score -885205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -885205.750000 Penalty: 2663.215088
	Iteration 49Q: 3 clusters Score -885205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -885205.750000 Penalty: 2663.215088
	Iteration 50F: 3 clusters Score -885205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Entering Unmasked Estep 
Score: -8427236.000000 Penalty: 1664.708252
	Iteration 0F: 2 clusters Score -8427236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -8379974.000000 Penalty: 3329.416504
	Iteration 0F: 3 clusters Score -8379974 nChanged 33872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8399328.000000 Penalty: 3329.416504
	Iteration 1F: 3 clusters Score -8399328 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8399878.000000 Penalty: 3329.416504
	Iteration 2Q: 3 clusters Score -8399878 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -8400333.000000 Penalty: 3329.416504
	Iteration 3Q: 3 clusters Score -8400333 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8400881.000000 Penalty: 3329.416504
	Iteration 4Q: 3 clusters Score -8400881 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8401508.000000 Penalty: 3329.416504
	Iteration 5Q: 3 clusters Score -8401508 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8402125.000000 Penalty: 3329.416504
	Iteration 6Q: 3 clusters Score -8402125 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8402872.000000 Penalty: 3329.416504
	Iteration 7Q: 3 clusters Score -8402872 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8403782.000000 Penalty: 3329.416504
	Iteration 8Q: 3 clusters Score -8403782 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8405170.000000 Penalty: 3329.416504
	Iteration 9Q: 3 clusters Score -8405170 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -8407238.000000 Penalty: 3329.416504
	Iteration 10Q: 3 clusters Score -8407238 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -8410047.000000 Penalty: 3329.416504
	Iteration 11F: 3 clusters Score -8410047 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -8413207.000000 Penalty: 3329.416504
	Iteration 12F: 3 clusters Score -8413207 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -8416170.000000 Penalty: 3329.416504
	Iteration 13Q: 3 clusters Score -8416170 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -8418838.000000 Penalty: 3329.416504
	Iteration 14Q: 3 clusters Score -8418838 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -8422069.000000 Penalty: 3329.416504
	Iteration 15Q: 3 clusters Score -8422069 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -8425632.000000 Penalty: 3329.416504
	Iteration 16Q: 3 clusters Score -8425632 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -8427094.000000 Penalty: 3329.416504
	Iteration 17Q: 3 clusters Score -8427094 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -8428789.000000 Penalty: 3329.416504
	Iteration 18Q: 3 clusters Score -8428789 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -8431778.000000 Penalty: 3329.416504
	Iteration 19Q: 3 clusters Score -8431778 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -8435706.000000 Penalty: 3329.416504
	Iteration 20F: 3 clusters Score -8435706 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -8438173.000000 Penalty: 3329.416504
	Iteration 21Q: 3 clusters Score -8438173 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8439357.000000 Penalty: 3329.416504
	Iteration 22Q: 3 clusters Score -8439357 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -8439657.000000 Penalty: 3329.416504
	Iteration 23Q: 3 clusters Score -8439657 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -8439700.000000 Penalty: 3329.416504
	Iteration 24Q: 3 clusters Score -8439700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -8439713.000000 Penalty: 3329.416504
	Iteration 25Q: 3 clusters Score -8439713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -8439714.000000 Penalty: 3329.416504
	Iteration 26Q: 3 clusters Score -8439714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -8439711.000000 Penalty: 3329.416504
	Iteration 27Q: 3 clusters Score -8439711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -8439711.000000 Penalty: 3329.416504
	Iteration 28Q: 3 clusters Score -8439711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -8439713.000000 Penalty: 3329.416504
	Iteration 29Q: 3 clusters Score -8439713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -8439707.000000 Penalty: 3329.416504
	Iteration 30Q: 3 clusters Score -8439707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -8439704.000000 Penalty: 3329.416504
	Iteration 31Q: 3 clusters Score -8439704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -8439706.000000 Penalty: 3329.416504
	Iteration 32Q: 3 clusters Score -8439706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -8439708.000000 Penalty: 3329.416504
	Iteration 33F: 3 clusters Score -8439708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -8439701.000000 Penalty: 3329.416504
	Iteration 34Q: 3 clusters Score -8439701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -8439701.000000 Penalty: 3329.416504
	Iteration 35Q: 3 clusters Score -8439701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -8439701.000000 Penalty: 3329.416504
	Iteration 36F: 3 clusters Score -8439701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46265 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66749 members 
Mstep: Class 19 contains 68573 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 16297 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41073 members 
Mstep: Class 33 contains 36016 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50492 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18065 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12086 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85928 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 55929 members 
Entering Unmasked Estep 
Score: -111061208.000000 Penalty: 123378.664062
Splitting cluster 29 changes total score from -111049032.000000 to -111061208.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 30 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -1000815.125000 Penalty: 1354.556274
	Iteration 0F: 2 clusters Score -1000815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -994640.875000 Penalty: 2709.112549
	Iteration 0F: 3 clusters Score -994640.9 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -996695.937500 Penalty: 2709.112549
	Iteration 1F: 3 clusters Score -996695.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -997026.312500 Penalty: 2709.112549
	Iteration 2F: 3 clusters Score -997026.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -997272.875000 Penalty: 2709.112549
	Iteration 3F: 3 clusters Score -997272.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -997465.937500 Penalty: 2709.112549
	Iteration 4Q: 3 clusters Score -997465.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -997670.812500 Penalty: 2709.112549
	Iteration 5Q: 3 clusters Score -997670.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -997858.062500 Penalty: 2709.112549
	Iteration 6Q: 3 clusters Score -997858.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -998045.500000 Penalty: 2709.112549
	Iteration 7Q: 3 clusters Score -998045.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -998226.625000 Penalty: 2709.112549
	Iteration 8Q: 3 clusters Score -998226.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -998401.562500 Penalty: 2709.112549
	Iteration 9Q: 3 clusters Score -998401.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -998605.812500 Penalty: 2709.112549
	Iteration 10Q: 3 clusters Score -998605.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -998818.750000 Penalty: 2709.112549
	Iteration 11Q: 3 clusters Score -998818.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -999054.375000 Penalty: 2709.112549
	Iteration 12Q: 3 clusters Score -999054.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -999304.312500 Penalty: 2709.112549
	Iteration 13Q: 3 clusters Score -999304.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -999515.250000 Penalty: 2709.112549
	Iteration 14Q: 3 clusters Score -999515.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -999669.437500 Penalty: 2709.112549
	Iteration 15Q: 3 clusters Score -999669.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -999797.125000 Penalty: 2709.112549
	Iteration 16Q: 3 clusters Score -999797.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -999894.062500 Penalty: 2709.112549
	Iteration 17Q: 3 clusters Score -999894.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -999965.687500 Penalty: 2709.112549
	Iteration 18Q: 3 clusters Score -999965.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1000029.750000 Penalty: 2709.112549
	Iteration 19Q: 3 clusters Score -1000030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1000083.312500 Penalty: 2709.112549
	Iteration 20F: 3 clusters Score -1000083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1000134.875000 Penalty: 2709.112549
	Iteration 21Q: 3 clusters Score -1000135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1000187.812500 Penalty: 2709.112549
	Iteration 22Q: 3 clusters Score -1000188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1000227.437500 Penalty: 2709.112549
	Iteration 23Q: 3 clusters Score -1000227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1000253.000000 Penalty: 2709.112549
	Iteration 24Q: 3 clusters Score -1000253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1000272.562500 Penalty: 2709.112549
	Iteration 25Q: 3 clusters Score -1000273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1000289.000000 Penalty: 2709.112549
	Iteration 26Q: 3 clusters Score -1000289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1000297.687500 Penalty: 2709.112549
	Iteration 27Q: 3 clusters Score -1000298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1000304.125000 Penalty: 2709.112549
	Iteration 28Q: 3 clusters Score -1000304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1000316.375000 Penalty: 2709.112549
	Iteration 29Q: 3 clusters Score -1000316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1000323.937500 Penalty: 2709.112549
	Iteration 30Q: 3 clusters Score -1000324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1000327.625000 Penalty: 2709.112549
	Iteration 31Q: 3 clusters Score -1000328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1000335.375000 Penalty: 2709.112549
	Iteration 32Q: 3 clusters Score -1000335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1000337.500000 Penalty: 2709.112549
	Iteration 33Q: 3 clusters Score -1000338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1000342.437500 Penalty: 2709.112549
	Iteration 34Q: 3 clusters Score -1000342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1000346.250000 Penalty: 2709.112549
	Iteration 35Q: 3 clusters Score -1000346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1000351.250000 Penalty: 2709.112549
	Iteration 36Q: 3 clusters Score -1000351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1000352.062500 Penalty: 2709.112549
	Iteration 37Q: 3 clusters Score -1000352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1000351.812500 Penalty: 2709.112549
	Iteration 38Q: 3 clusters Score -1000352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1000351.812500 Penalty: 2709.112549
	Iteration 39F: 3 clusters Score -1000352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Entering Unmasked Estep 
Score: -1243071.750000 Penalty: 1391.953735
	Iteration 0F: 2 clusters Score -1243072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1235278.125000 Penalty: 2783.907471
	Iteration 0F: 3 clusters Score -1235278 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1237823.000000 Penalty: 2783.907471
	Iteration 1F: 3 clusters Score -1237823 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1238142.875000 Penalty: 2783.907471
	Iteration 2F: 3 clusters Score -1238143 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1238406.625000 Penalty: 2783.907471
	Iteration 3F: 3 clusters Score -1238407 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1238606.875000 Penalty: 2783.907471
	Iteration 4Q: 3 clusters Score -1238607 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1238774.750000 Penalty: 2783.907471
	Iteration 5Q: 3 clusters Score -1238775 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1238934.625000 Penalty: 2783.907471
	Iteration 6Q: 3 clusters Score -1238935 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1239094.500000 Penalty: 2783.907471
	Iteration 7Q: 3 clusters Score -1239094 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1239253.000000 Penalty: 2783.907471
	Iteration 8Q: 3 clusters Score -1239253 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1239412.500000 Penalty: 2783.907471
	Iteration 9Q: 3 clusters Score -1239412 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1239601.875000 Penalty: 2783.907471
	Iteration 10Q: 3 clusters Score -1239602 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1239828.000000 Penalty: 2783.907471
	Iteration 11Q: 3 clusters Score -1239828 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1240019.000000 Penalty: 2783.907471
	Iteration 12Q: 3 clusters Score -1240019 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1240189.375000 Penalty: 2783.907471
	Iteration 13Q: 3 clusters Score -1240189 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1240358.125000 Penalty: 2783.907471
	Iteration 14Q: 3 clusters Score -1240358 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1240502.375000 Penalty: 2783.907471
	Iteration 15Q: 3 clusters Score -1240502 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1240616.375000 Penalty: 2783.907471
	Iteration 16Q: 3 clusters Score -1240616 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1240731.875000 Penalty: 2783.907471
	Iteration 17Q: 3 clusters Score -1240732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1240845.625000 Penalty: 2783.907471
	Iteration 18Q: 3 clusters Score -1240846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1240948.500000 Penalty: 2783.907471
	Iteration 19Q: 3 clusters Score -1240948 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1241048.625000 Penalty: 2783.907471
	Iteration 20F: 3 clusters Score -1241049 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1241139.625000 Penalty: 2783.907471
	Iteration 21Q: 3 clusters Score -1241140 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1241212.125000 Penalty: 2783.907471
	Iteration 22Q: 3 clusters Score -1241212 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1241287.500000 Penalty: 2783.907471
	Iteration 23Q: 3 clusters Score -1241288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1241344.875000 Penalty: 2783.907471
	Iteration 24Q: 3 clusters Score -1241345 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1241402.125000 Penalty: 2783.907471
	Iteration 25Q: 3 clusters Score -1241402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1241454.500000 Penalty: 2783.907471
	Iteration 26Q: 3 clusters Score -1241454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1241514.750000 Penalty: 2783.907471
	Iteration 27Q: 3 clusters Score -1241515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1241574.375000 Penalty: 2783.907471
	Iteration 28Q: 3 clusters Score -1241574 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1241621.500000 Penalty: 2783.907471
	Iteration 29Q: 3 clusters Score -1241622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1241657.500000 Penalty: 2783.907471
	Iteration 30Q: 3 clusters Score -1241658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1241703.750000 Penalty: 2783.907471
	Iteration 31Q: 3 clusters Score -1241704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1241741.500000 Penalty: 2783.907471
	Iteration 32Q: 3 clusters Score -1241742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1241770.000000 Penalty: 2783.907471
	Iteration 33Q: 3 clusters Score -1241770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1241792.750000 Penalty: 2783.907471
	Iteration 34Q: 3 clusters Score -1241793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1241807.375000 Penalty: 2783.907471
	Iteration 35Q: 3 clusters Score -1241807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1241828.000000 Penalty: 2783.907471
	Iteration 36Q: 3 clusters Score -1241828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1241846.875000 Penalty: 2783.907471
	Iteration 37Q: 3 clusters Score -1241847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1241861.250000 Penalty: 2783.907471
	Iteration 38Q: 3 clusters Score -1241861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1241876.250000 Penalty: 2783.907471
	Iteration 39Q: 3 clusters Score -1241876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1241882.625000 Penalty: 2783.907471
	Iteration 40F: 3 clusters Score -1241883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1241886.625000 Penalty: 2783.907471
	Iteration 41Q: 3 clusters Score -1241887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1241889.500000 Penalty: 2783.907471
	Iteration 42Q: 3 clusters Score -1241890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1241896.375000 Penalty: 2783.907471
	Iteration 43Q: 3 clusters Score -1241896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1241902.625000 Penalty: 2783.907471
	Iteration 44Q: 3 clusters Score -1241903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1241908.250000 Penalty: 2783.907471
	Iteration 45Q: 3 clusters Score -1241908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1241914.000000 Penalty: 2783.907471
	Iteration 46Q: 3 clusters Score -1241914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1241918.750000 Penalty: 2783.907471
	Iteration 47Q: 3 clusters Score -1241919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1241921.750000 Penalty: 2783.907471
	Iteration 48Q: 3 clusters Score -1241922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1241925.500000 Penalty: 2783.907471
	Iteration 49Q: 3 clusters Score -1241926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1241930.250000 Penalty: 2783.907471
	Iteration 50Q: 3 clusters Score -1241930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1241934.750000 Penalty: 2783.907471
	Iteration 51Q: 3 clusters Score -1241935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1241934.125000 Penalty: 2783.907471
	Iteration 52Q: 3 clusters Score -1241934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1241937.750000 Penalty: 2783.907471
	Iteration 53Q: 3 clusters Score -1241938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1241940.000000 Penalty: 2783.907471
	Iteration 54Q: 3 clusters Score -1241940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1241942.000000 Penalty: 2783.907471
	Iteration 55Q: 3 clusters Score -1241942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1241946.000000 Penalty: 2783.907471
	Iteration 56Q: 3 clusters Score -1241946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1241951.000000 Penalty: 2783.907471
	Iteration 57Q: 3 clusters Score -1241951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1241952.250000 Penalty: 2783.907471
	Iteration 58Q: 3 clusters Score -1241952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1241952.875000 Penalty: 2783.907471
	Iteration 59Q: 3 clusters Score -1241953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1241960.750000 Penalty: 2783.907471
	Iteration 60F: 3 clusters Score -1241961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1241963.000000 Penalty: 2783.907471
	Iteration 61Q: 3 clusters Score -1241963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1241967.375000 Penalty: 2783.907471
	Iteration 62Q: 3 clusters Score -1241967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1241971.750000 Penalty: 2783.907471
	Iteration 63Q: 3 clusters Score -1241972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1241974.250000 Penalty: 2783.907471
	Iteration 64Q: 3 clusters Score -1241974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1241979.500000 Penalty: 2783.907471
	Iteration 65Q: 3 clusters Score -1241980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1241980.625000 Penalty: 2783.907471
	Iteration 66Q: 3 clusters Score -1241981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1241984.250000 Penalty: 2783.907471
	Iteration 67Q: 3 clusters Score -1241984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1241988.375000 Penalty: 2783.907471
	Iteration 68Q: 3 clusters Score -1241988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1241990.125000 Penalty: 2783.907471
	Iteration 69Q: 3 clusters Score -1241990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1241991.625000 Penalty: 2783.907471
	Iteration 70Q: 3 clusters Score -1241992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1241993.250000 Penalty: 2783.907471
	Iteration 71Q: 3 clusters Score -1241993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1241993.500000 Penalty: 2783.907471
	Iteration 72Q: 3 clusters Score -1241994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1241995.625000 Penalty: 2783.907471
	Iteration 73Q: 3 clusters Score -1241996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1242000.000000 Penalty: 2783.907471
	Iteration 74Q: 3 clusters Score -1242000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1241999.125000 Penalty: 2783.907471
	Iteration 75Q: 3 clusters Score -1241999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1241999.750000 Penalty: 2783.907471
	Iteration 76Q: 3 clusters Score -1242000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1242001.500000 Penalty: 2783.907471
	Iteration 77Q: 3 clusters Score -1242002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1242004.250000 Penalty: 2783.907471
	Iteration 78Q: 3 clusters Score -1242004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1242003.375000 Penalty: 2783.907471
	Iteration 79Q: 3 clusters Score -1242003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1242001.875000 Penalty: 2783.907471
	Iteration 80F: 3 clusters Score -1242002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1242001.250000 Penalty: 2783.907471
	Iteration 81Q: 3 clusters Score -1242001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1242000.875000 Penalty: 2783.907471
	Iteration 82Q: 3 clusters Score -1242001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1242000.500000 Penalty: 2783.907471
	Iteration 83Q: 3 clusters Score -1242000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1242008.750000 Penalty: 2783.907471
	Iteration 84Q: 3 clusters Score -1242009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1242012.500000 Penalty: 2783.907471
	Iteration 85Q: 3 clusters Score -1242012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1242013.000000 Penalty: 2783.907471
	Iteration 86Q: 3 clusters Score -1242013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1242012.250000 Penalty: 2783.907471
	Iteration 87Q: 3 clusters Score -1242012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1242016.250000 Penalty: 2783.907471
	Iteration 88Q: 3 clusters Score -1242016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1242018.625000 Penalty: 2783.907471
	Iteration 89Q: 3 clusters Score -1242019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1242017.125000 Penalty: 2783.907471
	Iteration 90Q: 3 clusters Score -1242017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1242016.000000 Penalty: 2783.907471
	Iteration 91Q: 3 clusters Score -1242016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1242019.000000 Penalty: 2783.907471
	Iteration 92Q: 3 clusters Score -1242019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1242022.750000 Penalty: 2783.907471
	Iteration 93Q: 3 clusters Score -1242023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1242026.125000 Penalty: 2783.907471
	Iteration 94Q: 3 clusters Score -1242026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1242025.500000 Penalty: 2783.907471
	Iteration 95Q: 3 clusters Score -1242026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1242025.500000 Penalty: 2783.907471
	Iteration 96Q: 3 clusters Score -1242026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1242025.750000 Penalty: 2783.907471
	Iteration 97Q: 3 clusters Score -1242026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1242026.125000 Penalty: 2783.907471
	Iteration 98Q: 3 clusters Score -1242026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1242028.500000 Penalty: 2783.907471
	Iteration 99Q: 3 clusters Score -1242028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1242027.375000 Penalty: 2783.907471
	Iteration 100F: 3 clusters Score -1242027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Entering Unmasked Estep 
Score: -4814409.000000 Penalty: 1580.718262
	Iteration 0F: 2 clusters Score -4814409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4787639.500000 Penalty: 3161.436523
	Iteration 0F: 3 clusters Score -4787640 nChanged 18886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4798129.000000 Penalty: 3161.436523
	Iteration 1F: 3 clusters Score -4798129 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4798672.500000 Penalty: 3161.436523
	Iteration 2Q: 3 clusters Score -4798672 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4799133.000000 Penalty: 3161.436523
	Iteration 3Q: 3 clusters Score -4799133 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4799540.500000 Penalty: 3161.436523
	Iteration 4Q: 3 clusters Score -4799540 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4799965.500000 Penalty: 3161.436523
	Iteration 5Q: 3 clusters Score -4799966 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4800339.000000 Penalty: 3161.436523
	Iteration 6Q: 3 clusters Score -4800339 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4800783.000000 Penalty: 3161.436523
	Iteration 7Q: 3 clusters Score -4800783 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4801346.000000 Penalty: 3161.436523
	Iteration 8Q: 3 clusters Score -4801346 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -4802159.000000 Penalty: 3161.436523
	Iteration 9Q: 3 clusters Score -4802159 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4803205.500000 Penalty: 3161.436523
	Iteration 10Q: 3 clusters Score -4803206 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4804511.000000 Penalty: 3161.436523
	Iteration 11F: 3 clusters Score -4804511 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4805996.000000 Penalty: 3161.436523
	Iteration 12F: 3 clusters Score -4805996 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4807434.500000 Penalty: 3161.436523
	Iteration 13Q: 3 clusters Score -4807434 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4808637.000000 Penalty: 3161.436523
	Iteration 14Q: 3 clusters Score -4808637 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4809585.000000 Penalty: 3161.436523
	Iteration 15Q: 3 clusters Score -4809585 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4810265.500000 Penalty: 3161.436523
	Iteration 16Q: 3 clusters Score -4810266 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4810839.000000 Penalty: 3161.436523
	Iteration 17Q: 3 clusters Score -4810839 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -4811309.500000 Penalty: 3161.436523
	Iteration 18Q: 3 clusters Score -4811310 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4811687.500000 Penalty: 3161.436523
	Iteration 19Q: 3 clusters Score -4811688 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -4811997.000000 Penalty: 3161.436523
	Iteration 20F: 3 clusters Score -4811997 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4812204.000000 Penalty: 3161.436523
	Iteration 21Q: 3 clusters Score -4812204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -4812371.000000 Penalty: 3161.436523
	Iteration 22Q: 3 clusters Score -4812371 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4812511.000000 Penalty: 3161.436523
	Iteration 23Q: 3 clusters Score -4812511 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -4812646.000000 Penalty: 3161.436523
	Iteration 24Q: 3 clusters Score -4812646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -4812752.500000 Penalty: 3161.436523
	Iteration 25Q: 3 clusters Score -4812752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -4812845.500000 Penalty: 3161.436523
	Iteration 26Q: 3 clusters Score -4812846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4812920.500000 Penalty: 3161.436523
	Iteration 27Q: 3 clusters Score -4812920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4812975.500000 Penalty: 3161.436523
	Iteration 28Q: 3 clusters Score -4812976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4813002.000000 Penalty: 3161.436523
	Iteration 29Q: 3 clusters Score -4813002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -4813031.500000 Penalty: 3161.436523
	Iteration 30Q: 3 clusters Score -4813032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -4813047.500000 Penalty: 3161.436523
	Iteration 31Q: 3 clusters Score -4813048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4813064.500000 Penalty: 3161.436523
	Iteration 32Q: 3 clusters Score -4813064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4813064.500000 Penalty: 3161.436523
	Iteration 33Q: 3 clusters Score -4813064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -4813084.500000 Penalty: 3161.436523
	Iteration 34Q: 3 clusters Score -4813084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4813091.500000 Penalty: 3161.436523
	Iteration 35Q: 3 clusters Score -4813092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4813098.500000 Penalty: 3161.436523
	Iteration 36Q: 3 clusters Score -4813098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -4813108.500000 Penalty: 3161.436523
	Iteration 37Q: 3 clusters Score -4813108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -4813121.500000 Penalty: 3161.436523
	Iteration 38Q: 3 clusters Score -4813122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4813130.000000 Penalty: 3161.436523
	Iteration 39Q: 3 clusters Score -4813130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -4813135.000000 Penalty: 3161.436523
	Iteration 40F: 3 clusters Score -4813135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4813143.000000 Penalty: 3161.436523
	Iteration 41Q: 3 clusters Score -4813143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -4813150.000000 Penalty: 3161.436523
	Iteration 42Q: 3 clusters Score -4813150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -4813148.000000 Penalty: 3161.436523
	Iteration 43Q: 3 clusters Score -4813148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -4813150.000000 Penalty: 3161.436523
	Iteration 44Q: 3 clusters Score -4813150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -4813154.500000 Penalty: 3161.436523
	Iteration 45Q: 3 clusters Score -4813154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -4813153.500000 Penalty: 3161.436523
	Iteration 46Q: 3 clusters Score -4813154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4813152.000000 Penalty: 3161.436523
	Iteration 47Q: 3 clusters Score -4813152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4813154.500000 Penalty: 3161.436523
	Iteration 48Q: 3 clusters Score -4813154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -4813155.000000 Penalty: 3161.436523
	Iteration 49Q: 3 clusters Score -4813155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4813162.500000 Penalty: 3161.436523
	Iteration 50Q: 3 clusters Score -4813162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4813165.500000 Penalty: 3161.436523
	Iteration 51Q: 3 clusters Score -4813166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -4813164.500000 Penalty: 3161.436523
	Iteration 52Q: 3 clusters Score -4813164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -4813163.000000 Penalty: 3161.436523
	Iteration 53Q: 3 clusters Score -4813163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -4813162.000000 Penalty: 3161.436523
	Iteration 54Q: 3 clusters Score -4813162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -4813162.000000 Penalty: 3161.436523
	Iteration 55F: 3 clusters Score -4813162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Entering Unmasked Estep 
Score: -3975601.750000 Penalty: 1561.167725
	Iteration 0F: 2 clusters Score -3975602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3952134.750000 Penalty: 3122.335449
	Iteration 0F: 3 clusters Score -3952135 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3961104.750000 Penalty: 3122.335449
	Iteration 1F: 3 clusters Score -3961105 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3961683.000000 Penalty: 3122.335449
	Iteration 2Q: 3 clusters Score -3961683 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3962252.250000 Penalty: 3122.335449
	Iteration 3Q: 3 clusters Score -3962252 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3962831.500000 Penalty: 3122.335449
	Iteration 4Q: 3 clusters Score -3962832 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3963508.250000 Penalty: 3122.335449
	Iteration 5Q: 3 clusters Score -3963508 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3964324.250000 Penalty: 3122.335449
	Iteration 6Q: 3 clusters Score -3964324 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3965298.500000 Penalty: 3122.335449
	Iteration 7Q: 3 clusters Score -3965298 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3966327.000000 Penalty: 3122.335449
	Iteration 8F: 3 clusters Score -3966327 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3967401.500000 Penalty: 3122.335449
	Iteration 9F: 3 clusters Score -3967402 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3968395.750000 Penalty: 3122.335449
	Iteration 10Q: 3 clusters Score -3968396 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3969278.000000 Penalty: 3122.335449
	Iteration 11Q: 3 clusters Score -3969278 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3969898.250000 Penalty: 3122.335449
	Iteration 12Q: 3 clusters Score -3969898 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3970352.000000 Penalty: 3122.335449
	Iteration 13Q: 3 clusters Score -3970352 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3970657.000000 Penalty: 3122.335449
	Iteration 14Q: 3 clusters Score -3970657 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3970872.000000 Penalty: 3122.335449
	Iteration 15Q: 3 clusters Score -3970872 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3971028.250000 Penalty: 3122.335449
	Iteration 16Q: 3 clusters Score -3971028 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3971142.750000 Penalty: 3122.335449
	Iteration 17Q: 3 clusters Score -3971143 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3971285.750000 Penalty: 3122.335449
	Iteration 18Q: 3 clusters Score -3971286 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3971395.750000 Penalty: 3122.335449
	Iteration 19Q: 3 clusters Score -3971396 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3971514.000000 Penalty: 3122.335449
	Iteration 20F: 3 clusters Score -3971514 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3971642.500000 Penalty: 3122.335449
	Iteration 21Q: 3 clusters Score -3971642 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3971780.250000 Penalty: 3122.335449
	Iteration 22Q: 3 clusters Score -3971780 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3971901.250000 Penalty: 3122.335449
	Iteration 23Q: 3 clusters Score -3971901 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3972028.500000 Penalty: 3122.335449
	Iteration 24Q: 3 clusters Score -3972028 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3972217.750000 Penalty: 3122.335449
	Iteration 25Q: 3 clusters Score -3972218 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3972428.000000 Penalty: 3122.335449
	Iteration 26Q: 3 clusters Score -3972428 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3972709.250000 Penalty: 3122.335449
	Iteration 27Q: 3 clusters Score -3972709 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3973071.500000 Penalty: 3122.335449
	Iteration 28Q: 3 clusters Score -3973072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3973448.250000 Penalty: 3122.335449
	Iteration 29Q: 3 clusters Score -3973448 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3973866.250000 Penalty: 3122.335449
	Iteration 30Q: 3 clusters Score -3973866 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3974251.250000 Penalty: 3122.335449
	Iteration 31Q: 3 clusters Score -3974251 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3974495.000000 Penalty: 3122.335449
	Iteration 32Q: 3 clusters Score -3974495 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3974653.750000 Penalty: 3122.335449
	Iteration 33Q: 3 clusters Score -3974654 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3974751.000000 Penalty: 3122.335449
	Iteration 34Q: 3 clusters Score -3974751 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3974820.500000 Penalty: 3122.335449
	Iteration 35Q: 3 clusters Score -3974820 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3974861.000000 Penalty: 3122.335449
	Iteration 36Q: 3 clusters Score -3974861 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3974903.250000 Penalty: 3122.335449
	Iteration 37Q: 3 clusters Score -3974903 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3974959.750000 Penalty: 3122.335449
	Iteration 38Q: 3 clusters Score -3974960 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3974999.500000 Penalty: 3122.335449
	Iteration 39Q: 3 clusters Score -3975000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3975039.750000 Penalty: 3122.335449
	Iteration 40F: 3 clusters Score -3975040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3975074.250000 Penalty: 3122.335449
	Iteration 41Q: 3 clusters Score -3975074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3975067.250000 Penalty: 3122.335449
	Iteration 42Q: 3 clusters Score -3975067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3975072.000000 Penalty: 3122.335449
	Iteration 43Q: 3 clusters Score -3975072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3975094.250000 Penalty: 3122.335449
	Iteration 44Q: 3 clusters Score -3975094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3975130.250000 Penalty: 3122.335449
	Iteration 45Q: 3 clusters Score -3975130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3975142.000000 Penalty: 3122.335449
	Iteration 46Q: 3 clusters Score -3975142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3975168.000000 Penalty: 3122.335449
	Iteration 47Q: 3 clusters Score -3975168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3975169.000000 Penalty: 3122.335449
	Iteration 48Q: 3 clusters Score -3975169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3975164.500000 Penalty: 3122.335449
	Iteration 49Q: 3 clusters Score -3975164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3975182.250000 Penalty: 3122.335449
	Iteration 50Q: 3 clusters Score -3975182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3975193.250000 Penalty: 3122.335449
	Iteration 51Q: 3 clusters Score -3975193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3975215.750000 Penalty: 3122.335449
	Iteration 52Q: 3 clusters Score -3975216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3975206.750000 Penalty: 3122.335449
	Iteration 53Q: 3 clusters Score -3975207 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3975236.750000 Penalty: 3122.335449
	Iteration 54Q: 3 clusters Score -3975237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3975235.500000 Penalty: 3122.335449
	Iteration 55Q: 3 clusters Score -3975236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3975250.000000 Penalty: 3122.335449
	Iteration 56Q: 3 clusters Score -3975250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3975252.750000 Penalty: 3122.335449
	Iteration 57Q: 3 clusters Score -3975253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3975251.500000 Penalty: 3122.335449
	Iteration 58Q: 3 clusters Score -3975252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3975259.500000 Penalty: 3122.335449
	Iteration 59Q: 3 clusters Score -3975260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3975264.000000 Penalty: 3122.335449
	Iteration 60F: 3 clusters Score -3975264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3975267.750000 Penalty: 3122.335449
	Iteration 61Q: 3 clusters Score -3975268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3975283.250000 Penalty: 3122.335449
	Iteration 62Q: 3 clusters Score -3975283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3975309.500000 Penalty: 3122.335449
	Iteration 63Q: 3 clusters Score -3975310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3975313.750000 Penalty: 3122.335449
	Iteration 64Q: 3 clusters Score -3975314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3975320.500000 Penalty: 3122.335449
	Iteration 65Q: 3 clusters Score -3975320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3975335.000000 Penalty: 3122.335449
	Iteration 66Q: 3 clusters Score -3975335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3975326.250000 Penalty: 3122.335449
	Iteration 67Q: 3 clusters Score -3975326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3975331.250000 Penalty: 3122.335449
	Iteration 68Q: 3 clusters Score -3975331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3975338.000000 Penalty: 3122.335449
	Iteration 69Q: 3 clusters Score -3975338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3975341.000000 Penalty: 3122.335449
	Iteration 70Q: 3 clusters Score -3975341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3975340.750000 Penalty: 3122.335449
	Iteration 71Q: 3 clusters Score -3975341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3975343.000000 Penalty: 3122.335449
	Iteration 72Q: 3 clusters Score -3975343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3975358.000000 Penalty: 3122.335449
	Iteration 73Q: 3 clusters Score -3975358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3975366.750000 Penalty: 3122.335449
	Iteration 74Q: 3 clusters Score -3975367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3975359.750000 Penalty: 3122.335449
	Iteration 75Q: 3 clusters Score -3975360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3975370.500000 Penalty: 3122.335449
	Iteration 76Q: 3 clusters Score -3975370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3975373.500000 Penalty: 3122.335449
	Iteration 77Q: 3 clusters Score -3975374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3975374.000000 Penalty: 3122.335449
	Iteration 78Q: 3 clusters Score -3975374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3975383.500000 Penalty: 3122.335449
	Iteration 79Q: 3 clusters Score -3975384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3975387.500000 Penalty: 3122.335449
	Iteration 80F: 3 clusters Score -3975388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3975385.500000 Penalty: 3122.335449
	Iteration 81Q: 3 clusters Score -3975386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3975386.500000 Penalty: 3122.335449
	Iteration 82Q: 3 clusters Score -3975386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3975391.000000 Penalty: 3122.335449
	Iteration 83Q: 3 clusters Score -3975391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3975391.000000 Penalty: 3122.335449
	Iteration 84Q: 3 clusters Score -3975391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3975414.250000 Penalty: 3122.335449
	Iteration 85Q: 3 clusters Score -3975414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3975418.250000 Penalty: 3122.335449
	Iteration 86Q: 3 clusters Score -3975418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3975411.500000 Penalty: 3122.335449
	Iteration 87Q: 3 clusters Score -3975412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3975418.500000 Penalty: 3122.335449
	Iteration 88Q: 3 clusters Score -3975418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3975419.250000 Penalty: 3122.335449
	Iteration 89Q: 3 clusters Score -3975419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3975429.000000 Penalty: 3122.335449
	Iteration 90Q: 3 clusters Score -3975429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3975434.750000 Penalty: 3122.335449
	Iteration 91Q: 3 clusters Score -3975435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3975458.500000 Penalty: 3122.335449
	Iteration 92Q: 3 clusters Score -3975458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3975459.250000 Penalty: 3122.335449
	Iteration 93Q: 3 clusters Score -3975459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3975466.250000 Penalty: 3122.335449
	Iteration 94Q: 3 clusters Score -3975466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3975475.250000 Penalty: 3122.335449
	Iteration 95Q: 3 clusters Score -3975475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3975468.250000 Penalty: 3122.335449
	Iteration 96Q: 3 clusters Score -3975468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3975464.750000 Penalty: 3122.335449
	Iteration 97Q: 3 clusters Score -3975465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3975455.500000 Penalty: 3122.335449
	Iteration 98Q: 3 clusters Score -3975456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3975453.500000 Penalty: 3122.335449
	Iteration 99Q: 3 clusters Score -3975454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3975464.750000 Penalty: 3122.335449
	Iteration 100F: 3 clusters Score -3975465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3975465.000000 Penalty: 3122.335449
	Iteration 101Q: 3 clusters Score -3975465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3975470.000000 Penalty: 3122.335449
	Iteration 102Q: 3 clusters Score -3975470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3975472.500000 Penalty: 3122.335449
	Iteration 103Q: 3 clusters Score -3975472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3975477.750000 Penalty: 3122.335449
	Iteration 104Q: 3 clusters Score -3975478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3975478.000000 Penalty: 3122.335449
	Iteration 105Q: 3 clusters Score -3975478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3975476.000000 Penalty: 3122.335449
	Iteration 106Q: 3 clusters Score -3975476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3975472.500000 Penalty: 3122.335449
	Iteration 107Q: 3 clusters Score -3975472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3975477.750000 Penalty: 3122.335449
	Iteration 108Q: 3 clusters Score -3975478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3975476.000000 Penalty: 3122.335449
	Iteration 109Q: 3 clusters Score -3975476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3975471.250000 Penalty: 3122.335449
	Iteration 110Q: 3 clusters Score -3975471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3975468.000000 Penalty: 3122.335449
	Iteration 111Q: 3 clusters Score -3975468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3975476.500000 Penalty: 3122.335449
	Iteration 112Q: 3 clusters Score -3975476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3975468.500000 Penalty: 3122.335449
	Iteration 113Q: 3 clusters Score -3975468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3975484.750000 Penalty: 3122.335449
	Iteration 114Q: 3 clusters Score -3975485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3975483.000000 Penalty: 3122.335449
	Iteration 115Q: 3 clusters Score -3975483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3975480.250000 Penalty: 3122.335449
	Iteration 116Q: 3 clusters Score -3975480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3975483.750000 Penalty: 3122.335449
	Iteration 117Q: 3 clusters Score -3975484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3975483.750000 Penalty: 3122.335449
	Iteration 118Q: 3 clusters Score -3975484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3975486.500000 Penalty: 3122.335449
	Iteration 119Q: 3 clusters Score -3975486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3975482.500000 Penalty: 3122.335449
	Iteration 120F: 3 clusters Score -3975482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3975490.500000 Penalty: 3122.335449
	Iteration 121Q: 3 clusters Score -3975490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3975485.000000 Penalty: 3122.335449
	Iteration 122Q: 3 clusters Score -3975485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3975488.000000 Penalty: 3122.335449
	Iteration 123Q: 3 clusters Score -3975488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3975487.250000 Penalty: 3122.335449
	Iteration 124Q: 3 clusters Score -3975487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3975489.000000 Penalty: 3122.335449
	Iteration 125Q: 3 clusters Score -3975489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3975488.000000 Penalty: 3122.335449
	Iteration 126Q: 3 clusters Score -3975488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3975487.250000 Penalty: 3122.335449
	Iteration 127Q: 3 clusters Score -3975487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3975495.500000 Penalty: 3122.335449
	Iteration 128Q: 3 clusters Score -3975496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3975490.750000 Penalty: 3122.335449
	Iteration 129Q: 3 clusters Score -3975491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3975494.500000 Penalty: 3122.335449
	Iteration 130Q: 3 clusters Score -3975494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3975494.500000 Penalty: 3122.335449
	Iteration 131F: 3 clusters Score -3975494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -908947.375000 Penalty: 1341.494507
	Iteration 0F: 2 clusters Score -908947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -903344.625000 Penalty: 2682.989014
	Iteration 0F: 3 clusters Score -903344.6 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -905131.062500 Penalty: 2682.989014
	Iteration 1F: 3 clusters Score -905131.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -905406.375000 Penalty: 2682.989014
	Iteration 2F: 3 clusters Score -905406.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -905600.312500 Penalty: 2682.989014
	Iteration 3Q: 3 clusters Score -905600.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -905773.437500 Penalty: 2682.989014
	Iteration 4Q: 3 clusters Score -905773.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -905941.812500 Penalty: 2682.989014
	Iteration 5Q: 3 clusters Score -905941.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -906092.125000 Penalty: 2682.989014
	Iteration 6Q: 3 clusters Score -906092.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -906226.187500 Penalty: 2682.989014
	Iteration 7Q: 3 clusters Score -906226.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -906341.937500 Penalty: 2682.989014
	Iteration 8Q: 3 clusters Score -906341.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -906465.187500 Penalty: 2682.989014
	Iteration 9Q: 3 clusters Score -906465.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -906582.437500 Penalty: 2682.989014
	Iteration 10Q: 3 clusters Score -906582.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -906685.937500 Penalty: 2682.989014
	Iteration 11Q: 3 clusters Score -906685.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -906773.125000 Penalty: 2682.989014
	Iteration 12Q: 3 clusters Score -906773.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -906854.062500 Penalty: 2682.989014
	Iteration 13Q: 3 clusters Score -906854.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -906929.875000 Penalty: 2682.989014
	Iteration 14Q: 3 clusters Score -906929.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -907005.625000 Penalty: 2682.989014
	Iteration 15Q: 3 clusters Score -907005.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -907096.500000 Penalty: 2682.989014
	Iteration 16Q: 3 clusters Score -907096.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -907217.687500 Penalty: 2682.989014
	Iteration 17Q: 3 clusters Score -907217.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -907349.062500 Penalty: 2682.989014
	Iteration 18Q: 3 clusters Score -907349.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -907462.375000 Penalty: 2682.989014
	Iteration 19Q: 3 clusters Score -907462.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -907571.625000 Penalty: 2682.989014
	Iteration 20F: 3 clusters Score -907571.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -907657.500000 Penalty: 2682.989014
	Iteration 21Q: 3 clusters Score -907657.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -907740.187500 Penalty: 2682.989014
	Iteration 22Q: 3 clusters Score -907740.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -907815.125000 Penalty: 2682.989014
	Iteration 23Q: 3 clusters Score -907815.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -907875.437500 Penalty: 2682.989014
	Iteration 24Q: 3 clusters Score -907875.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -907919.375000 Penalty: 2682.989014
	Iteration 25Q: 3 clusters Score -907919.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -907963.062500 Penalty: 2682.989014
	Iteration 26Q: 3 clusters Score -907963.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -907991.937500 Penalty: 2682.989014
	Iteration 27Q: 3 clusters Score -907991.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -908017.125000 Penalty: 2682.989014
	Iteration 28Q: 3 clusters Score -908017.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -908033.500000 Penalty: 2682.989014
	Iteration 29Q: 3 clusters Score -908033.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -908047.875000 Penalty: 2682.989014
	Iteration 30Q: 3 clusters Score -908047.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -908065.312500 Penalty: 2682.989014
	Iteration 31Q: 3 clusters Score -908065.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -908072.437500 Penalty: 2682.989014
	Iteration 32Q: 3 clusters Score -908072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -908086.937500 Penalty: 2682.989014
	Iteration 33Q: 3 clusters Score -908086.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -908095.187500 Penalty: 2682.989014
	Iteration 34Q: 3 clusters Score -908095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -908101.875000 Penalty: 2682.989014
	Iteration 35Q: 3 clusters Score -908101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -908104.625000 Penalty: 2682.989014
	Iteration 36Q: 3 clusters Score -908104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -908111.687500 Penalty: 2682.989014
	Iteration 37Q: 3 clusters Score -908111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -908116.687500 Penalty: 2682.989014
	Iteration 38Q: 3 clusters Score -908116.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -908123.187500 Penalty: 2682.989014
	Iteration 39Q: 3 clusters Score -908123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -908129.500000 Penalty: 2682.989014
	Iteration 40F: 3 clusters Score -908129.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -908134.375000 Penalty: 2682.989014
	Iteration 41Q: 3 clusters Score -908134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -908137.625000 Penalty: 2682.989014
	Iteration 42Q: 3 clusters Score -908137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -908141.625000 Penalty: 2682.989014
	Iteration 43Q: 3 clusters Score -908141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -908147.625000 Penalty: 2682.989014
	Iteration 44Q: 3 clusters Score -908147.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -908149.687500 Penalty: 2682.989014
	Iteration 45Q: 3 clusters Score -908149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -908153.250000 Penalty: 2682.989014
	Iteration 46Q: 3 clusters Score -908153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -908153.437500 Penalty: 2682.989014
	Iteration 47Q: 3 clusters Score -908153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -908156.750000 Penalty: 2682.989014
	Iteration 48Q: 3 clusters Score -908156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -908159.187500 Penalty: 2682.989014
	Iteration 49Q: 3 clusters Score -908159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -908161.250000 Penalty: 2682.989014
	Iteration 50Q: 3 clusters Score -908161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -908161.625000 Penalty: 2682.989014
	Iteration 51Q: 3 clusters Score -908161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -908167.875000 Penalty: 2682.989014
	Iteration 52Q: 3 clusters Score -908167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -908171.437500 Penalty: 2682.989014
	Iteration 53Q: 3 clusters Score -908171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -908172.750000 Penalty: 2682.989014
	Iteration 54Q: 3 clusters Score -908172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -908173.687500 Penalty: 2682.989014
	Iteration 55Q: 3 clusters Score -908173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -908177.375000 Penalty: 2682.989014
	Iteration 56Q: 3 clusters Score -908177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -908180.250000 Penalty: 2682.989014
	Iteration 57Q: 3 clusters Score -908180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -908182.000000 Penalty: 2682.989014
	Iteration 58Q: 3 clusters Score -908182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -908185.437500 Penalty: 2682.989014
	Iteration 59Q: 3 clusters Score -908185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -908187.625000 Penalty: 2682.989014
	Iteration 60F: 3 clusters Score -908187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -908187.312500 Penalty: 2682.989014
	Iteration 61Q: 3 clusters Score -908187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -908187.312500 Penalty: 2682.989014
	Iteration 62F: 3 clusters Score -908187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Entering Unmasked Estep 
Score: -5655623.000000 Penalty: 1611.440063
	Iteration 0F: 2 clusters Score -5655623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -5622866.500000 Penalty: 3222.880127
	Iteration 0F: 3 clusters Score -5622866 nChanged 23230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -5635454.000000 Penalty: 3222.880127
	Iteration 1F: 3 clusters Score -5635454 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -5636076.500000 Penalty: 3222.880127
	Iteration 2Q: 3 clusters Score -5636076 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5636629.000000 Penalty: 3222.880127
	Iteration 3Q: 3 clusters Score -5636629 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5637303.500000 Penalty: 3222.880127
	Iteration 4Q: 3 clusters Score -5637304 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5638044.000000 Penalty: 3222.880127
	Iteration 5Q: 3 clusters Score -5638044 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5638920.000000 Penalty: 3222.880127
	Iteration 6Q: 3 clusters Score -5638920 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5639997.000000 Penalty: 3222.880127
	Iteration 7Q: 3 clusters Score -5639997 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5641325.000000 Penalty: 3222.880127
	Iteration 8F: 3 clusters Score -5641325 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -5642833.500000 Penalty: 3222.880127
	Iteration 9F: 3 clusters Score -5642834 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5644510.500000 Penalty: 3222.880127
	Iteration 10F: 3 clusters Score -5644510 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -5646178.000000 Penalty: 3222.880127
	Iteration 11Q: 3 clusters Score -5646178 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -5647714.500000 Penalty: 3222.880127
	Iteration 12Q: 3 clusters Score -5647714 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5648974.000000 Penalty: 3222.880127
	Iteration 13Q: 3 clusters Score -5648974 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5649888.500000 Penalty: 3222.880127
	Iteration 14Q: 3 clusters Score -5649888 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -5650512.500000 Penalty: 3222.880127
	Iteration 15Q: 3 clusters Score -5650512 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -5650978.000000 Penalty: 3222.880127
	Iteration 16Q: 3 clusters Score -5650978 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -5651454.500000 Penalty: 3222.880127
	Iteration 17Q: 3 clusters Score -5651454 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5651861.500000 Penalty: 3222.880127
	Iteration 18Q: 3 clusters Score -5651862 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5652195.500000 Penalty: 3222.880127
	Iteration 19Q: 3 clusters Score -5652196 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5652484.500000 Penalty: 3222.880127
	Iteration 20F: 3 clusters Score -5652484 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5652785.500000 Penalty: 3222.880127
	Iteration 21Q: 3 clusters Score -5652786 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5653052.000000 Penalty: 3222.880127
	Iteration 22Q: 3 clusters Score -5653052 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5653278.000000 Penalty: 3222.880127
	Iteration 23Q: 3 clusters Score -5653278 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5653470.000000 Penalty: 3222.880127
	Iteration 24Q: 3 clusters Score -5653470 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5653616.000000 Penalty: 3222.880127
	Iteration 25Q: 3 clusters Score -5653616 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5653748.000000 Penalty: 3222.880127
	Iteration 26Q: 3 clusters Score -5653748 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5653846.000000 Penalty: 3222.880127
	Iteration 27Q: 3 clusters Score -5653846 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5653902.500000 Penalty: 3222.880127
	Iteration 28Q: 3 clusters Score -5653902 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5653986.000000 Penalty: 3222.880127
	Iteration 29Q: 3 clusters Score -5653986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5654058.500000 Penalty: 3222.880127
	Iteration 30Q: 3 clusters Score -5654058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5654127.000000 Penalty: 3222.880127
	Iteration 31Q: 3 clusters Score -5654127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5654174.000000 Penalty: 3222.880127
	Iteration 32Q: 3 clusters Score -5654174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5654196.000000 Penalty: 3222.880127
	Iteration 33Q: 3 clusters Score -5654196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5654237.500000 Penalty: 3222.880127
	Iteration 34Q: 3 clusters Score -5654238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5654258.000000 Penalty: 3222.880127
	Iteration 35Q: 3 clusters Score -5654258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5654297.500000 Penalty: 3222.880127
	Iteration 36Q: 3 clusters Score -5654298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5654325.500000 Penalty: 3222.880127
	Iteration 37Q: 3 clusters Score -5654326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5654349.500000 Penalty: 3222.880127
	Iteration 38Q: 3 clusters Score -5654350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5654360.000000 Penalty: 3222.880127
	Iteration 39Q: 3 clusters Score -5654360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5654369.500000 Penalty: 3222.880127
	Iteration 40F: 3 clusters Score -5654370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5654384.000000 Penalty: 3222.880127
	Iteration 41Q: 3 clusters Score -5654384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5654382.000000 Penalty: 3222.880127
	Iteration 42Q: 3 clusters Score -5654382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5654388.500000 Penalty: 3222.880127
	Iteration 43Q: 3 clusters Score -5654388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5654389.000000 Penalty: 3222.880127
	Iteration 44Q: 3 clusters Score -5654389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5654396.500000 Penalty: 3222.880127
	Iteration 45Q: 3 clusters Score -5654396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5654401.000000 Penalty: 3222.880127
	Iteration 46Q: 3 clusters Score -5654401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5654415.500000 Penalty: 3222.880127
	Iteration 47Q: 3 clusters Score -5654416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5654415.000000 Penalty: 3222.880127
	Iteration 48Q: 3 clusters Score -5654415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5654422.000000 Penalty: 3222.880127
	Iteration 49Q: 3 clusters Score -5654422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5654426.000000 Penalty: 3222.880127
	Iteration 50Q: 3 clusters Score -5654426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5654424.000000 Penalty: 3222.880127
	Iteration 51Q: 3 clusters Score -5654424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5654440.000000 Penalty: 3222.880127
	Iteration 52Q: 3 clusters Score -5654440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5654437.500000 Penalty: 3222.880127
	Iteration 53Q: 3 clusters Score -5654438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5654437.500000 Penalty: 3222.880127
	Iteration 54F: 3 clusters Score -5654438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Entering Unmasked Estep 
Score: -2460940.000000 Penalty: 1480.657715
	Iteration 0F: 2 clusters Score -2460940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2447188.500000 Penalty: 2961.315430
	Iteration 0F: 3 clusters Score -2447188 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2452189.750000 Penalty: 2961.315430
	Iteration 1F: 3 clusters Score -2452190 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2452554.250000 Penalty: 2961.315430
	Iteration 2F: 3 clusters Score -2452554 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2452847.750000 Penalty: 2961.315430
	Iteration 3Q: 3 clusters Score -2452848 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2453019.500000 Penalty: 2961.315430
	Iteration 4Q: 3 clusters Score -2453020 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2453164.500000 Penalty: 2961.315430
	Iteration 5Q: 3 clusters Score -2453164 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2453275.750000 Penalty: 2961.315430
	Iteration 6Q: 3 clusters Score -2453276 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2453389.750000 Penalty: 2961.315430
	Iteration 7Q: 3 clusters Score -2453390 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2453482.500000 Penalty: 2961.315430
	Iteration 8Q: 3 clusters Score -2453482 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2453562.250000 Penalty: 2961.315430
	Iteration 9Q: 3 clusters Score -2453562 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2453662.250000 Penalty: 2961.315430
	Iteration 10Q: 3 clusters Score -2453662 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2453755.500000 Penalty: 2961.315430
	Iteration 11Q: 3 clusters Score -2453756 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2453851.000000 Penalty: 2961.315430
	Iteration 12Q: 3 clusters Score -2453851 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2453943.000000 Penalty: 2961.315430
	Iteration 13Q: 3 clusters Score -2453943 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2454020.250000 Penalty: 2961.315430
	Iteration 14Q: 3 clusters Score -2454020 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2454123.500000 Penalty: 2961.315430
	Iteration 15Q: 3 clusters Score -2454124 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2454230.500000 Penalty: 2961.315430
	Iteration 16Q: 3 clusters Score -2454230 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2454334.500000 Penalty: 2961.315430
	Iteration 17Q: 3 clusters Score -2454334 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2454460.500000 Penalty: 2961.315430
	Iteration 18Q: 3 clusters Score -2454460 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2454573.500000 Penalty: 2961.315430
	Iteration 19Q: 3 clusters Score -2454574 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2454694.000000 Penalty: 2961.315430
	Iteration 20F: 3 clusters Score -2454694 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2454828.500000 Penalty: 2961.315430
	Iteration 21Q: 3 clusters Score -2454828 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2455013.500000 Penalty: 2961.315430
	Iteration 22Q: 3 clusters Score -2455014 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2455199.750000 Penalty: 2961.315430
	Iteration 23Q: 3 clusters Score -2455200 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2455427.000000 Penalty: 2961.315430
	Iteration 24Q: 3 clusters Score -2455427 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2455724.500000 Penalty: 2961.315430
	Iteration 25Q: 3 clusters Score -2455724 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2456062.750000 Penalty: 2961.315430
	Iteration 26Q: 3 clusters Score -2456063 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2456454.500000 Penalty: 2961.315430
	Iteration 27Q: 3 clusters Score -2456454 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2456928.250000 Penalty: 2961.315430
	Iteration 28Q: 3 clusters Score -2456928 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2457479.250000 Penalty: 2961.315430
	Iteration 29Q: 3 clusters Score -2457479 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2458018.250000 Penalty: 2961.315430
	Iteration 30Q: 3 clusters Score -2458018 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2458465.500000 Penalty: 2961.315430
	Iteration 31Q: 3 clusters Score -2458466 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2458859.500000 Penalty: 2961.315430
	Iteration 32Q: 3 clusters Score -2458860 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2459147.750000 Penalty: 2961.315430
	Iteration 33Q: 3 clusters Score -2459148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2459351.250000 Penalty: 2961.315430
	Iteration 34Q: 3 clusters Score -2459351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2459483.500000 Penalty: 2961.315430
	Iteration 35Q: 3 clusters Score -2459484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2459564.750000 Penalty: 2961.315430
	Iteration 36Q: 3 clusters Score -2459565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2459611.250000 Penalty: 2961.315430
	Iteration 37Q: 3 clusters Score -2459611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2459638.250000 Penalty: 2961.315430
	Iteration 38Q: 3 clusters Score -2459638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2459653.750000 Penalty: 2961.315430
	Iteration 39Q: 3 clusters Score -2459654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2459674.000000 Penalty: 2961.315430
	Iteration 40F: 3 clusters Score -2459674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2459686.250000 Penalty: 2961.315430
	Iteration 41Q: 3 clusters Score -2459686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2459691.500000 Penalty: 2961.315430
	Iteration 42Q: 3 clusters Score -2459692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2459703.000000 Penalty: 2961.315430
	Iteration 43Q: 3 clusters Score -2459703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2459706.000000 Penalty: 2961.315430
	Iteration 44Q: 3 clusters Score -2459706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2459710.250000 Penalty: 2961.315430
	Iteration 45Q: 3 clusters Score -2459710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2459714.500000 Penalty: 2961.315430
	Iteration 46Q: 3 clusters Score -2459714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2459711.750000 Penalty: 2961.315430
	Iteration 47Q: 3 clusters Score -2459712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2459714.500000 Penalty: 2961.315430
	Iteration 48Q: 3 clusters Score -2459714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2459716.750000 Penalty: 2961.315430
	Iteration 49Q: 3 clusters Score -2459717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2459716.750000 Penalty: 2961.315430
	Iteration 50F: 3 clusters Score -2459717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Entering Unmasked Estep 
Score: -1943406.750000 Penalty: 1458.497803
	Iteration 0F: 2 clusters Score -1943407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1931424.625000 Penalty: 2916.995605
	Iteration 0F: 3 clusters Score -1931425 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1935829.000000 Penalty: 2916.995605
	Iteration 1F: 3 clusters Score -1935829 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1936326.125000 Penalty: 2916.995605
	Iteration 2F: 3 clusters Score -1936326 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1936768.375000 Penalty: 2916.995605
	Iteration 3F: 3 clusters Score -1936768 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1937141.625000 Penalty: 2916.995605
	Iteration 4Q: 3 clusters Score -1937142 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1937504.250000 Penalty: 2916.995605
	Iteration 5Q: 3 clusters Score -1937504 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1937854.125000 Penalty: 2916.995605
	Iteration 6Q: 3 clusters Score -1937854 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1938160.000000 Penalty: 2916.995605
	Iteration 7Q: 3 clusters Score -1938160 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1938410.125000 Penalty: 2916.995605
	Iteration 8Q: 3 clusters Score -1938410 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1938616.500000 Penalty: 2916.995605
	Iteration 9Q: 3 clusters Score -1938616 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1938790.375000 Penalty: 2916.995605
	Iteration 10Q: 3 clusters Score -1938790 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1938925.750000 Penalty: 2916.995605
	Iteration 11Q: 3 clusters Score -1938926 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1939040.375000 Penalty: 2916.995605
	Iteration 12Q: 3 clusters Score -1939040 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1939145.625000 Penalty: 2916.995605
	Iteration 13Q: 3 clusters Score -1939146 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1939227.000000 Penalty: 2916.995605
	Iteration 14Q: 3 clusters Score -1939227 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1939308.750000 Penalty: 2916.995605
	Iteration 15Q: 3 clusters Score -1939309 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1939384.000000 Penalty: 2916.995605
	Iteration 16Q: 3 clusters Score -1939384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1939436.000000 Penalty: 2916.995605
	Iteration 17Q: 3 clusters Score -1939436 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1939492.625000 Penalty: 2916.995605
	Iteration 18Q: 3 clusters Score -1939493 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1939521.750000 Penalty: 2916.995605
	Iteration 19Q: 3 clusters Score -1939522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1939559.500000 Penalty: 2916.995605
	Iteration 20F: 3 clusters Score -1939560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1939589.000000 Penalty: 2916.995605
	Iteration 21Q: 3 clusters Score -1939589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1939609.000000 Penalty: 2916.995605
	Iteration 22Q: 3 clusters Score -1939609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1939638.125000 Penalty: 2916.995605
	Iteration 23Q: 3 clusters Score -1939638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1939670.625000 Penalty: 2916.995605
	Iteration 24Q: 3 clusters Score -1939671 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1939685.125000 Penalty: 2916.995605
	Iteration 25Q: 3 clusters Score -1939685 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1939709.750000 Penalty: 2916.995605
	Iteration 26Q: 3 clusters Score -1939710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1939737.750000 Penalty: 2916.995605
	Iteration 27Q: 3 clusters Score -1939738 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1939768.000000 Penalty: 2916.995605
	Iteration 28Q: 3 clusters Score -1939768 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1939793.000000 Penalty: 2916.995605
	Iteration 29Q: 3 clusters Score -1939793 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1939817.125000 Penalty: 2916.995605
	Iteration 30Q: 3 clusters Score -1939817 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1939859.625000 Penalty: 2916.995605
	Iteration 31Q: 3 clusters Score -1939860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1939899.500000 Penalty: 2916.995605
	Iteration 32Q: 3 clusters Score -1939900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1939937.125000 Penalty: 2916.995605
	Iteration 33Q: 3 clusters Score -1939937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1939987.125000 Penalty: 2916.995605
	Iteration 34Q: 3 clusters Score -1939987 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1940038.250000 Penalty: 2916.995605
	Iteration 35Q: 3 clusters Score -1940038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1940093.875000 Penalty: 2916.995605
	Iteration 36Q: 3 clusters Score -1940094 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1940157.875000 Penalty: 2916.995605
	Iteration 37Q: 3 clusters Score -1940158 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1940237.125000 Penalty: 2916.995605
	Iteration 38Q: 3 clusters Score -1940237 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1940357.625000 Penalty: 2916.995605
	Iteration 39Q: 3 clusters Score -1940358 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1940496.500000 Penalty: 2916.995605
	Iteration 40F: 3 clusters Score -1940496 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1940679.250000 Penalty: 2916.995605
	Iteration 41Q: 3 clusters Score -1940679 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1940916.500000 Penalty: 2916.995605
	Iteration 42Q: 3 clusters Score -1940916 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1941168.500000 Penalty: 2916.995605
	Iteration 43Q: 3 clusters Score -1941168 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1941433.250000 Penalty: 2916.995605
	Iteration 44Q: 3 clusters Score -1941433 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1941735.250000 Penalty: 2916.995605
	Iteration 45Q: 3 clusters Score -1941735 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1942015.375000 Penalty: 2916.995605
	Iteration 46Q: 3 clusters Score -1942015 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1942230.000000 Penalty: 2916.995605
	Iteration 47Q: 3 clusters Score -1942230 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1942397.375000 Penalty: 2916.995605
	Iteration 48Q: 3 clusters Score -1942397 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1942488.375000 Penalty: 2916.995605
	Iteration 49Q: 3 clusters Score -1942488 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1942588.500000 Penalty: 2916.995605
	Iteration 50Q: 3 clusters Score -1942588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1942655.125000 Penalty: 2916.995605
	Iteration 51Q: 3 clusters Score -1942655 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1942698.000000 Penalty: 2916.995605
	Iteration 52Q: 3 clusters Score -1942698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1942721.625000 Penalty: 2916.995605
	Iteration 53Q: 3 clusters Score -1942722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1942750.500000 Penalty: 2916.995605
	Iteration 54Q: 3 clusters Score -1942750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1942784.375000 Penalty: 2916.995605
	Iteration 55Q: 3 clusters Score -1942784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1942810.375000 Penalty: 2916.995605
	Iteration 56Q: 3 clusters Score -1942810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1942826.500000 Penalty: 2916.995605
	Iteration 57Q: 3 clusters Score -1942826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1942845.500000 Penalty: 2916.995605
	Iteration 58Q: 3 clusters Score -1942846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1942858.375000 Penalty: 2916.995605
	Iteration 59Q: 3 clusters Score -1942858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1942866.125000 Penalty: 2916.995605
	Iteration 60F: 3 clusters Score -1942866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1942870.500000 Penalty: 2916.995605
	Iteration 61Q: 3 clusters Score -1942870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1942869.625000 Penalty: 2916.995605
	Iteration 62Q: 3 clusters Score -1942870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1942872.375000 Penalty: 2916.995605
	Iteration 63Q: 3 clusters Score -1942872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1942872.875000 Penalty: 2916.995605
	Iteration 64Q: 3 clusters Score -1942873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1942873.375000 Penalty: 2916.995605
	Iteration 65Q: 3 clusters Score -1942873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1942871.625000 Penalty: 2916.995605
	Iteration 66Q: 3 clusters Score -1942872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1942875.625000 Penalty: 2916.995605
	Iteration 67Q: 3 clusters Score -1942876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1942877.500000 Penalty: 2916.995605
	Iteration 68Q: 3 clusters Score -1942878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1942879.000000 Penalty: 2916.995605
	Iteration 69Q: 3 clusters Score -1942879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1942882.625000 Penalty: 2916.995605
	Iteration 70Q: 3 clusters Score -1942883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1942882.000000 Penalty: 2916.995605
	Iteration 71Q: 3 clusters Score -1942882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1942882.000000 Penalty: 2916.995605
	Iteration 72F: 3 clusters Score -1942882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -293722.750000 Penalty: 1175.449341
	Iteration 0F: 2 clusters Score -293722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -291443.406250 Penalty: 2350.898682
	Iteration 0F: 3 clusters Score -291443.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -292028.031250 Penalty: 2350.898682
	Iteration 1F: 3 clusters Score -292028 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -292181.000000 Penalty: 2350.898682
	Iteration 2F: 3 clusters Score -292181 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -292259.218750 Penalty: 2350.898682
	Iteration 3Q: 3 clusters Score -292259.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -292311.312500 Penalty: 2350.898682
	Iteration 4Q: 3 clusters Score -292311.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -292337.875000 Penalty: 2350.898682
	Iteration 5Q: 3 clusters Score -292337.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -292365.281250 Penalty: 2350.898682
	Iteration 6Q: 3 clusters Score -292365.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -292386.531250 Penalty: 2350.898682
	Iteration 7Q: 3 clusters Score -292386.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -292396.343750 Penalty: 2350.898682
	Iteration 8Q: 3 clusters Score -292396.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292403.562500 Penalty: 2350.898682
	Iteration 9Q: 3 clusters Score -292403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -292406.406250 Penalty: 2350.898682
	Iteration 10Q: 3 clusters Score -292406.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -292411.968750 Penalty: 2350.898682
	Iteration 11Q: 3 clusters Score -292412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292415.218750 Penalty: 2350.898682
	Iteration 12Q: 3 clusters Score -292415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -292420.312500 Penalty: 2350.898682
	Iteration 13Q: 3 clusters Score -292420.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -292424.843750 Penalty: 2350.898682
	Iteration 14Q: 3 clusters Score -292424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -292428.937500 Penalty: 2350.898682
	Iteration 15Q: 3 clusters Score -292428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -292432.843750 Penalty: 2350.898682
	Iteration 16Q: 3 clusters Score -292432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -292437.781250 Penalty: 2350.898682
	Iteration 17Q: 3 clusters Score -292437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -292441.906250 Penalty: 2350.898682
	Iteration 18Q: 3 clusters Score -292441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -292443.468750 Penalty: 2350.898682
	Iteration 19Q: 3 clusters Score -292443.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -292445.281250 Penalty: 2350.898682
	Iteration 20F: 3 clusters Score -292445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -292447.250000 Penalty: 2350.898682
	Iteration 21Q: 3 clusters Score -292447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -292449.187500 Penalty: 2350.898682
	Iteration 22Q: 3 clusters Score -292449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -292451.250000 Penalty: 2350.898682
	Iteration 23Q: 3 clusters Score -292451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -292452.218750 Penalty: 2350.898682
	Iteration 24Q: 3 clusters Score -292452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -292452.218750 Penalty: 2350.898682
	Iteration 25F: 3 clusters Score -292452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -679593.750000 Penalty: 1311.306885
	Iteration 0F: 2 clusters Score -679593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -674872.000000 Penalty: 2622.613770
	Iteration 0F: 3 clusters Score -674872 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -676532.187500 Penalty: 2622.613770
	Iteration 1F: 3 clusters Score -676532.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -676957.000000 Penalty: 2622.613770
	Iteration 2F: 3 clusters Score -676957 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -677316.812500 Penalty: 2622.613770
	Iteration 3F: 3 clusters Score -677316.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -677630.750000 Penalty: 2622.613770
	Iteration 4F: 3 clusters Score -677630.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -677879.687500 Penalty: 2622.613770
	Iteration 5F: 3 clusters Score -677879.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -678072.437500 Penalty: 2622.613770
	Iteration 6Q: 3 clusters Score -678072.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -678226.500000 Penalty: 2622.613770
	Iteration 7Q: 3 clusters Score -678226.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -678336.750000 Penalty: 2622.613770
	Iteration 8Q: 3 clusters Score -678336.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -678417.250000 Penalty: 2622.613770
	Iteration 9Q: 3 clusters Score -678417.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -678475.625000 Penalty: 2622.613770
	Iteration 10Q: 3 clusters Score -678475.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -678523.250000 Penalty: 2622.613770
	Iteration 11Q: 3 clusters Score -678523.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -678566.187500 Penalty: 2622.613770
	Iteration 12Q: 3 clusters Score -678566.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -678604.562500 Penalty: 2622.613770
	Iteration 13Q: 3 clusters Score -678604.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -678638.750000 Penalty: 2622.613770
	Iteration 14Q: 3 clusters Score -678638.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -678672.125000 Penalty: 2622.613770
	Iteration 15Q: 3 clusters Score -678672.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -678702.250000 Penalty: 2622.613770
	Iteration 16Q: 3 clusters Score -678702.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -678738.812500 Penalty: 2622.613770
	Iteration 17Q: 3 clusters Score -678738.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -678773.437500 Penalty: 2622.613770
	Iteration 18Q: 3 clusters Score -678773.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -678798.375000 Penalty: 2622.613770
	Iteration 19Q: 3 clusters Score -678798.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -678837.250000 Penalty: 2622.613770
	Iteration 20F: 3 clusters Score -678837.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -678885.812500 Penalty: 2622.613770
	Iteration 21Q: 3 clusters Score -678885.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -678934.937500 Penalty: 2622.613770
	Iteration 22Q: 3 clusters Score -678934.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -678967.750000 Penalty: 2622.613770
	Iteration 23Q: 3 clusters Score -678967.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -678995.312500 Penalty: 2622.613770
	Iteration 24Q: 3 clusters Score -678995.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -679022.937500 Penalty: 2622.613770
	Iteration 25Q: 3 clusters Score -679022.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -679052.250000 Penalty: 2622.613770
	Iteration 26Q: 3 clusters Score -679052.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -679072.437500 Penalty: 2622.613770
	Iteration 27Q: 3 clusters Score -679072.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -679089.562500 Penalty: 2622.613770
	Iteration 28Q: 3 clusters Score -679089.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -679109.875000 Penalty: 2622.613770
	Iteration 29Q: 3 clusters Score -679109.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -679123.562500 Penalty: 2622.613770
	Iteration 30Q: 3 clusters Score -679123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -679135.187500 Penalty: 2622.613770
	Iteration 31Q: 3 clusters Score -679135.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -679145.562500 Penalty: 2622.613770
	Iteration 32Q: 3 clusters Score -679145.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -679158.937500 Penalty: 2622.613770
	Iteration 33Q: 3 clusters Score -679158.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -679170.937500 Penalty: 2622.613770
	Iteration 34Q: 3 clusters Score -679170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -679179.750000 Penalty: 2622.613770
	Iteration 35Q: 3 clusters Score -679179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -679182.937500 Penalty: 2622.613770
	Iteration 36Q: 3 clusters Score -679182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -679187.687500 Penalty: 2622.613770
	Iteration 37Q: 3 clusters Score -679187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -679193.562500 Penalty: 2622.613770
	Iteration 38Q: 3 clusters Score -679193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -679195.062500 Penalty: 2622.613770
	Iteration 39Q: 3 clusters Score -679195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -679203.562500 Penalty: 2622.613770
	Iteration 40F: 3 clusters Score -679203.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -679207.437500 Penalty: 2622.613770
	Iteration 41Q: 3 clusters Score -679207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -679214.437500 Penalty: 2622.613770
	Iteration 42Q: 3 clusters Score -679214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -679216.250000 Penalty: 2622.613770
	Iteration 43Q: 3 clusters Score -679216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -679219.625000 Penalty: 2622.613770
	Iteration 44Q: 3 clusters Score -679219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -679222.437500 Penalty: 2622.613770
	Iteration 45Q: 3 clusters Score -679222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -679222.687500 Penalty: 2622.613770
	Iteration 46Q: 3 clusters Score -679222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -679222.875000 Penalty: 2622.613770
	Iteration 47Q: 3 clusters Score -679222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -679224.437500 Penalty: 2622.613770
	Iteration 48Q: 3 clusters Score -679224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -679227.062500 Penalty: 2622.613770
	Iteration 49Q: 3 clusters Score -679227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -679227.937500 Penalty: 2622.613770
	Iteration 50Q: 3 clusters Score -679227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -679229.375000 Penalty: 2622.613770
	Iteration 51Q: 3 clusters Score -679229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -679230.500000 Penalty: 2622.613770
	Iteration 52Q: 3 clusters Score -679230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -679232.312500 Penalty: 2622.613770
	Iteration 53Q: 3 clusters Score -679232.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -679236.750000 Penalty: 2622.613770
	Iteration 54Q: 3 clusters Score -679236.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -679240.750000 Penalty: 2622.613770
	Iteration 55Q: 3 clusters Score -679240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -679245.062500 Penalty: 2622.613770
	Iteration 56Q: 3 clusters Score -679245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -679247.500000 Penalty: 2622.613770
	Iteration 57Q: 3 clusters Score -679247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -679248.500000 Penalty: 2622.613770
	Iteration 58Q: 3 clusters Score -679248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -679250.562500 Penalty: 2622.613770
	Iteration 59Q: 3 clusters Score -679250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -679251.500000 Penalty: 2622.613770
	Iteration 60F: 3 clusters Score -679251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -679251.562500 Penalty: 2622.613770
	Iteration 61Q: 3 clusters Score -679251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -679252.375000 Penalty: 2622.613770
	Iteration 62Q: 3 clusters Score -679252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -679251.812500 Penalty: 2622.613770
	Iteration 63Q: 3 clusters Score -679251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -679251.750000 Penalty: 2622.613770
	Iteration 64Q: 3 clusters Score -679251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -679253.500000 Penalty: 2622.613770
	Iteration 65Q: 3 clusters Score -679253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -679254.687500 Penalty: 2622.613770
	Iteration 66Q: 3 clusters Score -679254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -679254.437500 Penalty: 2622.613770
	Iteration 67Q: 3 clusters Score -679254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -679254.062500 Penalty: 2622.613770
	Iteration 68Q: 3 clusters Score -679254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -679254.500000 Penalty: 2622.613770
	Iteration 69Q: 3 clusters Score -679254.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -679254.500000 Penalty: 2622.613770
	Iteration 70F: 3 clusters Score -679254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Entering Unmasked Estep 
Score: -754900.937500 Penalty: 1310.618530
	Iteration 0F: 2 clusters Score -754900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -750173.875000 Penalty: 2621.237061
	Iteration 0F: 3 clusters Score -750173.9 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -751568.812500 Penalty: 2621.237061
	Iteration 1F: 3 clusters Score -751568.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -751814.562500 Penalty: 2621.237061
	Iteration 2F: 3 clusters Score -751814.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -751983.375000 Penalty: 2621.237061
	Iteration 3F: 3 clusters Score -751983.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -752100.187500 Penalty: 2621.237061
	Iteration 4Q: 3 clusters Score -752100.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -752195.500000 Penalty: 2621.237061
	Iteration 5Q: 3 clusters Score -752195.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -752273.187500 Penalty: 2621.237061
	Iteration 6Q: 3 clusters Score -752273.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -752338.750000 Penalty: 2621.237061
	Iteration 7Q: 3 clusters Score -752338.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -752402.375000 Penalty: 2621.237061
	Iteration 8Q: 3 clusters Score -752402.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -752459.500000 Penalty: 2621.237061
	Iteration 9Q: 3 clusters Score -752459.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -752515.062500 Penalty: 2621.237061
	Iteration 10Q: 3 clusters Score -752515.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -752576.875000 Penalty: 2621.237061
	Iteration 11Q: 3 clusters Score -752576.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -752636.312500 Penalty: 2621.237061
	Iteration 12Q: 3 clusters Score -752636.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -752691.625000 Penalty: 2621.237061
	Iteration 13Q: 3 clusters Score -752691.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -752757.500000 Penalty: 2621.237061
	Iteration 14Q: 3 clusters Score -752757.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -752821.875000 Penalty: 2621.237061
	Iteration 15Q: 3 clusters Score -752821.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -752898.687500 Penalty: 2621.237061
	Iteration 16Q: 3 clusters Score -752898.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -752972.750000 Penalty: 2621.237061
	Iteration 17Q: 3 clusters Score -752972.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -753047.937500 Penalty: 2621.237061
	Iteration 18Q: 3 clusters Score -753047.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -753112.625000 Penalty: 2621.237061
	Iteration 19Q: 3 clusters Score -753112.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -753175.625000 Penalty: 2621.237061
	Iteration 20F: 3 clusters Score -753175.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -753238.687500 Penalty: 2621.237061
	Iteration 21Q: 3 clusters Score -753238.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -753306.250000 Penalty: 2621.237061
	Iteration 22Q: 3 clusters Score -753306.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -753379.875000 Penalty: 2621.237061
	Iteration 23Q: 3 clusters Score -753379.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -753457.250000 Penalty: 2621.237061
	Iteration 24Q: 3 clusters Score -753457.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -753528.125000 Penalty: 2621.237061
	Iteration 25Q: 3 clusters Score -753528.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -753595.437500 Penalty: 2621.237061
	Iteration 26Q: 3 clusters Score -753595.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -753662.375000 Penalty: 2621.237061
	Iteration 27Q: 3 clusters Score -753662.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -753714.937500 Penalty: 2621.237061
	Iteration 28Q: 3 clusters Score -753714.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -753750.875000 Penalty: 2621.237061
	Iteration 29Q: 3 clusters Score -753750.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -753785.687500 Penalty: 2621.237061
	Iteration 30Q: 3 clusters Score -753785.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -753810.875000 Penalty: 2621.237061
	Iteration 31Q: 3 clusters Score -753810.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -753831.312500 Penalty: 2621.237061
	Iteration 32Q: 3 clusters Score -753831.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -753844.437500 Penalty: 2621.237061
	Iteration 33Q: 3 clusters Score -753844.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -753859.812500 Penalty: 2621.237061
	Iteration 34Q: 3 clusters Score -753859.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -753868.625000 Penalty: 2621.237061
	Iteration 35Q: 3 clusters Score -753868.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -753880.000000 Penalty: 2621.237061
	Iteration 36Q: 3 clusters Score -753880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -753885.312500 Penalty: 2621.237061
	Iteration 37Q: 3 clusters Score -753885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -753891.250000 Penalty: 2621.237061
	Iteration 38Q: 3 clusters Score -753891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -753895.000000 Penalty: 2621.237061
	Iteration 39Q: 3 clusters Score -753895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -753895.312500 Penalty: 2621.237061
	Iteration 40F: 3 clusters Score -753895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -753896.625000 Penalty: 2621.237061
	Iteration 41Q: 3 clusters Score -753896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -753897.500000 Penalty: 2621.237061
	Iteration 42Q: 3 clusters Score -753897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -753900.062500 Penalty: 2621.237061
	Iteration 43Q: 3 clusters Score -753900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -753901.250000 Penalty: 2621.237061
	Iteration 44Q: 3 clusters Score -753901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -753903.312500 Penalty: 2621.237061
	Iteration 45Q: 3 clusters Score -753903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -753904.625000 Penalty: 2621.237061
	Iteration 46Q: 3 clusters Score -753904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -753907.625000 Penalty: 2621.237061
	Iteration 47Q: 3 clusters Score -753907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -753908.125000 Penalty: 2621.237061
	Iteration 48Q: 3 clusters Score -753908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -753909.500000 Penalty: 2621.237061
	Iteration 49Q: 3 clusters Score -753909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -753909.875000 Penalty: 2621.237061
	Iteration 50Q: 3 clusters Score -753909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -753909.375000 Penalty: 2621.237061
	Iteration 51Q: 3 clusters Score -753909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -753911.562500 Penalty: 2621.237061
	Iteration 52Q: 3 clusters Score -753911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -753912.187500 Penalty: 2621.237061
	Iteration 53Q: 3 clusters Score -753912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -753914.500000 Penalty: 2621.237061
	Iteration 54Q: 3 clusters Score -753914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -753916.125000 Penalty: 2621.237061
	Iteration 55Q: 3 clusters Score -753916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -753916.937500 Penalty: 2621.237061
	Iteration 56Q: 3 clusters Score -753916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -753917.812500 Penalty: 2621.237061
	Iteration 57Q: 3 clusters Score -753917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -753917.812500 Penalty: 2621.237061
	Iteration 58F: 3 clusters Score -753917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -30438.638672 Penalty: 919.586487
	Iteration 0F: 2 clusters Score -30438.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29637.568359 Penalty: 1839.172974
	Iteration 0F: 3 clusters Score -29637.57 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29961.636719 Penalty: 1839.172974
	Iteration 1F: 3 clusters Score -29961.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30066.513672 Penalty: 1839.172974
	Iteration 2F: 3 clusters Score -30066.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30100.935547 Penalty: 1839.172974
	Iteration 3Q: 3 clusters Score -30100.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30118.121094 Penalty: 1839.172974
	Iteration 4Q: 3 clusters Score -30118.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30131.080078 Penalty: 1839.172974
	Iteration 5Q: 3 clusters Score -30131.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30143.263672 Penalty: 1839.172974
	Iteration 6Q: 3 clusters Score -30143.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30164.011719 Penalty: 1839.172974
	Iteration 7Q: 3 clusters Score -30164.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30183.875000 Penalty: 1839.172974
	Iteration 8Q: 3 clusters Score -30183.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30210.779297 Penalty: 1839.172974
	Iteration 9Q: 3 clusters Score -30210.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30231.773438 Penalty: 1839.172974
	Iteration 10Q: 3 clusters Score -30231.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30289.632812 Penalty: 1839.172974
	Iteration 11Q: 3 clusters Score -30289.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30316.640625 Penalty: 1839.172974
	Iteration 12Q: 3 clusters Score -30316.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30322.941406 Penalty: 1839.172974
	Iteration 13Q: 3 clusters Score -30322.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30327.019531 Penalty: 1839.172974
	Iteration 14Q: 3 clusters Score -30327.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30330.207031 Penalty: 1839.172974
	Iteration 15Q: 3 clusters Score -30330.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30333.625000 Penalty: 1839.172974
	Iteration 16Q: 3 clusters Score -30333.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30333.625000 Penalty: 1839.172974
	Iteration 17F: 3 clusters Score -30333.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (45846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Entering Unmasked Estep 
Score: -5338871.500000 Penalty: 1597.076904
	Iteration 0F: 2 clusters Score -5338872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5309140.000000 Penalty: 3194.153809
	Iteration 0F: 3 clusters Score -5309140 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5320650.000000 Penalty: 3194.153809
	Iteration 1F: 3 clusters Score -5320650 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5321643.000000 Penalty: 3194.153809
	Iteration 2Q: 3 clusters Score -5321643 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5323065.500000 Penalty: 3194.153809
	Iteration 3F: 3 clusters Score -5323066 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -5324924.500000 Penalty: 3194.153809
	Iteration 4F: 3 clusters Score -5324924 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5327021.000000 Penalty: 3194.153809
	Iteration 5F: 3 clusters Score -5327021 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5329198.500000 Penalty: 3194.153809
	Iteration 6F: 3 clusters Score -5329198 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5331272.000000 Penalty: 3194.153809
	Iteration 7F: 3 clusters Score -5331272 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5333177.500000 Penalty: 3194.153809
	Iteration 8F: 3 clusters Score -5333178 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -5334577.500000 Penalty: 3194.153809
	Iteration 9Q: 3 clusters Score -5334578 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5335442.000000 Penalty: 3194.153809
	Iteration 10Q: 3 clusters Score -5335442 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -5336036.500000 Penalty: 3194.153809
	Iteration 11Q: 3 clusters Score -5336036 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5336407.500000 Penalty: 3194.153809
	Iteration 12Q: 3 clusters Score -5336408 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5336738.500000 Penalty: 3194.153809
	Iteration 13Q: 3 clusters Score -5336738 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -5337058.000000 Penalty: 3194.153809
	Iteration 14Q: 3 clusters Score -5337058 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5337318.000000 Penalty: 3194.153809
	Iteration 15Q: 3 clusters Score -5337318 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5337545.500000 Penalty: 3194.153809
	Iteration 16Q: 3 clusters Score -5337546 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5337701.500000 Penalty: 3194.153809
	Iteration 17Q: 3 clusters Score -5337702 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5337916.500000 Penalty: 3194.153809
	Iteration 18Q: 3 clusters Score -5337916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5338096.500000 Penalty: 3194.153809
	Iteration 19Q: 3 clusters Score -5338096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5338246.500000 Penalty: 3194.153809
	Iteration 20F: 3 clusters Score -5338246 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5338383.500000 Penalty: 3194.153809
	Iteration 21Q: 3 clusters Score -5338384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5338474.000000 Penalty: 3194.153809
	Iteration 22Q: 3 clusters Score -5338474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 3194.153809
	Iteration 23Q: 3 clusters Score -5338550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5338586.000000 Penalty: 3194.153809
	Iteration 24Q: 3 clusters Score -5338586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5338594.500000 Penalty: 3194.153809
	Iteration 25Q: 3 clusters Score -5338594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5338606.500000 Penalty: 3194.153809
	Iteration 26Q: 3 clusters Score -5338606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5338613.000000 Penalty: 3194.153809
	Iteration 27Q: 3 clusters Score -5338613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5338628.000000 Penalty: 3194.153809
	Iteration 28Q: 3 clusters Score -5338628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5338628.000000 Penalty: 3194.153809
	Iteration 29Q: 3 clusters Score -5338628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5338641.500000 Penalty: 3194.153809
	Iteration 30Q: 3 clusters Score -5338642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5338655.500000 Penalty: 3194.153809
	Iteration 31Q: 3 clusters Score -5338656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5338665.000000 Penalty: 3194.153809
	Iteration 32Q: 3 clusters Score -5338665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5338678.000000 Penalty: 3194.153809
	Iteration 33Q: 3 clusters Score -5338678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5338667.000000 Penalty: 3194.153809
	Iteration 34Q: 3 clusters Score -5338667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5338662.500000 Penalty: 3194.153809
	Iteration 35Q: 3 clusters Score -5338662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5338666.000000 Penalty: 3194.153809
	Iteration 36Q: 3 clusters Score -5338666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5338658.000000 Penalty: 3194.153809
	Iteration 37Q: 3 clusters Score -5338658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5338665.000000 Penalty: 3194.153809
	Iteration 38Q: 3 clusters Score -5338665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5338667.000000 Penalty: 3194.153809
	Iteration 39Q: 3 clusters Score -5338667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5338675.000000 Penalty: 3194.153809
	Iteration 40F: 3 clusters Score -5338675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5338677.500000 Penalty: 3194.153809
	Iteration 41Q: 3 clusters Score -5338678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5338681.000000 Penalty: 3194.153809
	Iteration 42Q: 3 clusters Score -5338681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5338680.500000 Penalty: 3194.153809
	Iteration 43Q: 3 clusters Score -5338680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5338676.500000 Penalty: 3194.153809
	Iteration 44Q: 3 clusters Score -5338676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5338676.500000 Penalty: 3194.153809
	Iteration 45Q: 3 clusters Score -5338676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5338677.000000 Penalty: 3194.153809
	Iteration 46Q: 3 clusters Score -5338677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5338677.000000 Penalty: 3194.153809
	Iteration 47F: 3 clusters Score -5338677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -953529.812500 Penalty: 1339.014648
	Iteration 0F: 2 clusters Score -953529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -947880.125000 Penalty: 2678.029297
	Iteration 0F: 3 clusters Score -947880.1 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -949726.500000 Penalty: 2678.029297
	Iteration 1F: 3 clusters Score -949726.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -949989.062500 Penalty: 2678.029297
	Iteration 2F: 3 clusters Score -949989.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -950189.875000 Penalty: 2678.029297
	Iteration 3Q: 3 clusters Score -950189.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -950324.750000 Penalty: 2678.029297
	Iteration 4Q: 3 clusters Score -950324.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -950443.937500 Penalty: 2678.029297
	Iteration 5Q: 3 clusters Score -950443.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -950558.000000 Penalty: 2678.029297
	Iteration 6Q: 3 clusters Score -950558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -950677.562500 Penalty: 2678.029297
	Iteration 7Q: 3 clusters Score -950677.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -950804.875000 Penalty: 2678.029297
	Iteration 8Q: 3 clusters Score -950804.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -950932.875000 Penalty: 2678.029297
	Iteration 9Q: 3 clusters Score -950932.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -951075.562500 Penalty: 2678.029297
	Iteration 10Q: 3 clusters Score -951075.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -951234.625000 Penalty: 2678.029297
	Iteration 11Q: 3 clusters Score -951234.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -951367.625000 Penalty: 2678.029297
	Iteration 12Q: 3 clusters Score -951367.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -951479.500000 Penalty: 2678.029297
	Iteration 13Q: 3 clusters Score -951479.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -951592.250000 Penalty: 2678.029297
	Iteration 14Q: 3 clusters Score -951592.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -951696.562500 Penalty: 2678.029297
	Iteration 15Q: 3 clusters Score -951696.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -951795.375000 Penalty: 2678.029297
	Iteration 16Q: 3 clusters Score -951795.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -951890.312500 Penalty: 2678.029297
	Iteration 17Q: 3 clusters Score -951890.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -951969.937500 Penalty: 2678.029297
	Iteration 18Q: 3 clusters Score -951969.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -952051.125000 Penalty: 2678.029297
	Iteration 19Q: 3 clusters Score -952051.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -952111.500000 Penalty: 2678.029297
	Iteration 20F: 3 clusters Score -952111.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -952156.250000 Penalty: 2678.029297
	Iteration 21Q: 3 clusters Score -952156.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -952196.875000 Penalty: 2678.029297
	Iteration 22Q: 3 clusters Score -952196.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -952224.500000 Penalty: 2678.029297
	Iteration 23Q: 3 clusters Score -952224.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -952249.187500 Penalty: 2678.029297
	Iteration 24Q: 3 clusters Score -952249.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -952272.562500 Penalty: 2678.029297
	Iteration 25Q: 3 clusters Score -952272.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -952287.937500 Penalty: 2678.029297
	Iteration 26Q: 3 clusters Score -952287.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -952300.437500 Penalty: 2678.029297
	Iteration 27Q: 3 clusters Score -952300.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -952314.062500 Penalty: 2678.029297
	Iteration 28Q: 3 clusters Score -952314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -952326.000000 Penalty: 2678.029297
	Iteration 29Q: 3 clusters Score -952326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -952333.562500 Penalty: 2678.029297
	Iteration 30Q: 3 clusters Score -952333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -952341.187500 Penalty: 2678.029297
	Iteration 31Q: 3 clusters Score -952341.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -952353.125000 Penalty: 2678.029297
	Iteration 32Q: 3 clusters Score -952353.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -952364.750000 Penalty: 2678.029297
	Iteration 33Q: 3 clusters Score -952364.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -952372.687500 Penalty: 2678.029297
	Iteration 34Q: 3 clusters Score -952372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -952376.500000 Penalty: 2678.029297
	Iteration 35Q: 3 clusters Score -952376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -952380.937500 Penalty: 2678.029297
	Iteration 36Q: 3 clusters Score -952380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -952382.750000 Penalty: 2678.029297
	Iteration 37Q: 3 clusters Score -952382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -952387.000000 Penalty: 2678.029297
	Iteration 38Q: 3 clusters Score -952387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -952388.687500 Penalty: 2678.029297
	Iteration 39Q: 3 clusters Score -952388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -952388.125000 Penalty: 2678.029297
	Iteration 40F: 3 clusters Score -952388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -952392.625000 Penalty: 2678.029297
	Iteration 41Q: 3 clusters Score -952392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -952394.875000 Penalty: 2678.029297
	Iteration 42Q: 3 clusters Score -952394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -952397.312500 Penalty: 2678.029297
	Iteration 43Q: 3 clusters Score -952397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -952400.250000 Penalty: 2678.029297
	Iteration 44Q: 3 clusters Score -952400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -952400.937500 Penalty: 2678.029297
	Iteration 45Q: 3 clusters Score -952400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -952402.125000 Penalty: 2678.029297
	Iteration 46Q: 3 clusters Score -952402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -952404.562500 Penalty: 2678.029297
	Iteration 47Q: 3 clusters Score -952404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -952406.562500 Penalty: 2678.029297
	Iteration 48Q: 3 clusters Score -952406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -952409.187500 Penalty: 2678.029297
	Iteration 49Q: 3 clusters Score -952409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -952408.750000 Penalty: 2678.029297
	Iteration 50Q: 3 clusters Score -952408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -952412.375000 Penalty: 2678.029297
	Iteration 51Q: 3 clusters Score -952412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -952412.375000 Penalty: 2678.029297
	Iteration 52F: 3 clusters Score -952412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Entering Unmasked Estep 
Score: -1344566.250000 Penalty: 1398.690796
	Iteration 0F: 2 clusters Score -1344566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1336495.000000 Penalty: 2797.381592
	Iteration 0F: 3 clusters Score -1336495 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1339297.125000 Penalty: 2797.381592
	Iteration 1F: 3 clusters Score -1339297 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1339704.375000 Penalty: 2797.381592
	Iteration 2F: 3 clusters Score -1339704 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1340053.750000 Penalty: 2797.381592
	Iteration 3F: 3 clusters Score -1340054 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1340340.750000 Penalty: 2797.381592
	Iteration 4Q: 3 clusters Score -1340341 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1340569.250000 Penalty: 2797.381592
	Iteration 5Q: 3 clusters Score -1340569 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1340776.625000 Penalty: 2797.381592
	Iteration 6Q: 3 clusters Score -1340777 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1340937.375000 Penalty: 2797.381592
	Iteration 7Q: 3 clusters Score -1340937 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1341084.875000 Penalty: 2797.381592
	Iteration 8Q: 3 clusters Score -1341085 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1341206.625000 Penalty: 2797.381592
	Iteration 9Q: 3 clusters Score -1341207 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1341327.375000 Penalty: 2797.381592
	Iteration 10Q: 3 clusters Score -1341327 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1341493.875000 Penalty: 2797.381592
	Iteration 11Q: 3 clusters Score -1341494 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1341668.375000 Penalty: 2797.381592
	Iteration 12Q: 3 clusters Score -1341668 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1341875.250000 Penalty: 2797.381592
	Iteration 13Q: 3 clusters Score -1341875 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1342109.500000 Penalty: 2797.381592
	Iteration 14Q: 3 clusters Score -1342110 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1342357.625000 Penalty: 2797.381592
	Iteration 15Q: 3 clusters Score -1342358 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1342581.000000 Penalty: 2797.381592
	Iteration 16Q: 3 clusters Score -1342581 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1342810.750000 Penalty: 2797.381592
	Iteration 17Q: 3 clusters Score -1342811 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1343039.875000 Penalty: 2797.381592
	Iteration 18Q: 3 clusters Score -1343040 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1343231.875000 Penalty: 2797.381592
	Iteration 19Q: 3 clusters Score -1343232 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1343369.375000 Penalty: 2797.381592
	Iteration 20F: 3 clusters Score -1343369 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1343484.625000 Penalty: 2797.381592
	Iteration 21Q: 3 clusters Score -1343485 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1343587.875000 Penalty: 2797.381592
	Iteration 22Q: 3 clusters Score -1343588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1343653.750000 Penalty: 2797.381592
	Iteration 23Q: 3 clusters Score -1343654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1343692.750000 Penalty: 2797.381592
	Iteration 24Q: 3 clusters Score -1343693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1343733.750000 Penalty: 2797.381592
	Iteration 25Q: 3 clusters Score -1343734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1343774.375000 Penalty: 2797.381592
	Iteration 26Q: 3 clusters Score -1343774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1343806.625000 Penalty: 2797.381592
	Iteration 27Q: 3 clusters Score -1343807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1343820.000000 Penalty: 2797.381592
	Iteration 28Q: 3 clusters Score -1343820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1343836.750000 Penalty: 2797.381592
	Iteration 29Q: 3 clusters Score -1343837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1343847.375000 Penalty: 2797.381592
	Iteration 30Q: 3 clusters Score -1343847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1343851.750000 Penalty: 2797.381592
	Iteration 31Q: 3 clusters Score -1343852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1343855.125000 Penalty: 2797.381592
	Iteration 32Q: 3 clusters Score -1343855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1343857.125000 Penalty: 2797.381592
	Iteration 33Q: 3 clusters Score -1343857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1343858.500000 Penalty: 2797.381592
	Iteration 34Q: 3 clusters Score -1343858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1343858.500000 Penalty: 2797.381592
	Iteration 35F: 3 clusters Score -1343858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -278057.312500 Penalty: 1165.285522
	Iteration 0F: 2 clusters Score -278057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -275853.906250 Penalty: 2330.571045
	Iteration 0F: 3 clusters Score -275853.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276412.687500 Penalty: 2330.571045
	Iteration 1F: 3 clusters Score -276412.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276560.406250 Penalty: 2330.571045
	Iteration 2F: 3 clusters Score -276560.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276636.187500 Penalty: 2330.571045
	Iteration 3Q: 3 clusters Score -276636.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276686.593750 Penalty: 2330.571045
	Iteration 4Q: 3 clusters Score -276686.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -276712.906250 Penalty: 2330.571045
	Iteration 5Q: 3 clusters Score -276712.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -276734.500000 Penalty: 2330.571045
	Iteration 6Q: 3 clusters Score -276734.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -276748.406250 Penalty: 2330.571045
	Iteration 7Q: 3 clusters Score -276748.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -276764.906250 Penalty: 2330.571045
	Iteration 8Q: 3 clusters Score -276764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -276779.125000 Penalty: 2330.571045
	Iteration 9Q: 3 clusters Score -276779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276793.718750 Penalty: 2330.571045
	Iteration 10Q: 3 clusters Score -276793.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276805.625000 Penalty: 2330.571045
	Iteration 11Q: 3 clusters Score -276805.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276820.718750 Penalty: 2330.571045
	Iteration 12Q: 3 clusters Score -276820.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -276830.875000 Penalty: 2330.571045
	Iteration 13Q: 3 clusters Score -276830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -276840.750000 Penalty: 2330.571045
	Iteration 14Q: 3 clusters Score -276840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -276849.406250 Penalty: 2330.571045
	Iteration 15Q: 3 clusters Score -276849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -276858.093750 Penalty: 2330.571045
	Iteration 16Q: 3 clusters Score -276858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -276864.593750 Penalty: 2330.571045
	Iteration 17Q: 3 clusters Score -276864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -276869.812500 Penalty: 2330.571045
	Iteration 18Q: 3 clusters Score -276869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -276873.750000 Penalty: 2330.571045
	Iteration 19Q: 3 clusters Score -276873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -276878.062500 Penalty: 2330.571045
	Iteration 20F: 3 clusters Score -276878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -276881.343750 Penalty: 2330.571045
	Iteration 21Q: 3 clusters Score -276881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276883.250000 Penalty: 2330.571045
	Iteration 22Q: 3 clusters Score -276883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -276883.593750 Penalty: 2330.571045
	Iteration 23Q: 3 clusters Score -276883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -276883.593750 Penalty: 2330.571045
	Iteration 24F: 3 clusters Score -276883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -304087.093750 Penalty: 1180.282104
	Iteration 0F: 2 clusters Score -304087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -301771.000000 Penalty: 2360.564209
	Iteration 0F: 3 clusters Score -301771 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -302386.406250 Penalty: 2360.564209
	Iteration 1F: 3 clusters Score -302386.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -302546.500000 Penalty: 2360.564209
	Iteration 2F: 3 clusters Score -302546.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -302621.312500 Penalty: 2360.564209
	Iteration 3Q: 3 clusters Score -302621.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302665.250000 Penalty: 2360.564209
	Iteration 4Q: 3 clusters Score -302665.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -302690.031250 Penalty: 2360.564209
	Iteration 5Q: 3 clusters Score -302690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -302713.500000 Penalty: 2360.564209
	Iteration 6Q: 3 clusters Score -302713.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302734.375000 Penalty: 2360.564209
	Iteration 7Q: 3 clusters Score -302734.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -302752.437500 Penalty: 2360.564209
	Iteration 8Q: 3 clusters Score -302752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302767.312500 Penalty: 2360.564209
	Iteration 9Q: 3 clusters Score -302767.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -302775.531250 Penalty: 2360.564209
	Iteration 10Q: 3 clusters Score -302775.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -302783.593750 Penalty: 2360.564209
	Iteration 11Q: 3 clusters Score -302783.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -302793.656250 Penalty: 2360.564209
	Iteration 12Q: 3 clusters Score -302793.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -302800.250000 Penalty: 2360.564209
	Iteration 13Q: 3 clusters Score -302800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -302804.750000 Penalty: 2360.564209
	Iteration 14Q: 3 clusters Score -302804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -302811.656250 Penalty: 2360.564209
	Iteration 15Q: 3 clusters Score -302811.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -302818.187500 Penalty: 2360.564209
	Iteration 16Q: 3 clusters Score -302818.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -302823.968750 Penalty: 2360.564209
	Iteration 17Q: 3 clusters Score -302824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -302831.000000 Penalty: 2360.564209
	Iteration 18Q: 3 clusters Score -302831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -302837.156250 Penalty: 2360.564209
	Iteration 19Q: 3 clusters Score -302837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -302838.500000 Penalty: 2360.564209
	Iteration 20F: 3 clusters Score -302838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -302841.250000 Penalty: 2360.564209
	Iteration 21Q: 3 clusters Score -302841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302842.156250 Penalty: 2360.564209
	Iteration 22Q: 3 clusters Score -302842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302843.062500 Penalty: 2360.564209
	Iteration 23Q: 3 clusters Score -302843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -302843.781250 Penalty: 2360.564209
	Iteration 24Q: 3 clusters Score -302843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -302845.312500 Penalty: 2360.564209
	Iteration 25Q: 3 clusters Score -302845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -302846.406250 Penalty: 2360.564209
	Iteration 26Q: 3 clusters Score -302846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302848.125000 Penalty: 2360.564209
	Iteration 27Q: 3 clusters Score -302848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -302849.593750 Penalty: 2360.564209
	Iteration 28Q: 3 clusters Score -302849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -302852.125000 Penalty: 2360.564209
	Iteration 29Q: 3 clusters Score -302852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302853.562500 Penalty: 2360.564209
	Iteration 30Q: 3 clusters Score -302853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -302855.812500 Penalty: 2360.564209
	Iteration 31Q: 3 clusters Score -302855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -302857.375000 Penalty: 2360.564209
	Iteration 32Q: 3 clusters Score -302857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302857.593750 Penalty: 2360.564209
	Iteration 33Q: 3 clusters Score -302857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302858.093750 Penalty: 2360.564209
	Iteration 34Q: 3 clusters Score -302858.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302858.093750 Penalty: 2360.564209
	Iteration 35F: 3 clusters Score -302858.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -305891.593750 Penalty: 1199.408447
	Iteration 0F: 2 clusters Score -305891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -303321.843750 Penalty: 2398.816895
	Iteration 0F: 3 clusters Score -303321.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -304104.062500 Penalty: 2398.816895
	Iteration 1F: 3 clusters Score -304104.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -304290.656250 Penalty: 2398.816895
	Iteration 2F: 3 clusters Score -304290.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -304441.375000 Penalty: 2398.816895
	Iteration 3F: 3 clusters Score -304441.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -304547.656250 Penalty: 2398.816895
	Iteration 4Q: 3 clusters Score -304547.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -304661.093750 Penalty: 2398.816895
	Iteration 5Q: 3 clusters Score -304661.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -304775.906250 Penalty: 2398.816895
	Iteration 6Q: 3 clusters Score -304775.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -304886.218750 Penalty: 2398.816895
	Iteration 7Q: 3 clusters Score -304886.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -305029.812500 Penalty: 2398.816895
	Iteration 8Q: 3 clusters Score -305029.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -305165.312500 Penalty: 2398.816895
	Iteration 9Q: 3 clusters Score -305165.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -305262.875000 Penalty: 2398.816895
	Iteration 10Q: 3 clusters Score -305262.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -305332.968750 Penalty: 2398.816895
	Iteration 11Q: 3 clusters Score -305333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -305379.531250 Penalty: 2398.816895
	Iteration 12Q: 3 clusters Score -305379.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -305412.281250 Penalty: 2398.816895
	Iteration 13Q: 3 clusters Score -305412.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305442.968750 Penalty: 2398.816895
	Iteration 14Q: 3 clusters Score -305443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -305470.125000 Penalty: 2398.816895
	Iteration 15Q: 3 clusters Score -305470.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -305505.625000 Penalty: 2398.816895
	Iteration 16Q: 3 clusters Score -305505.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -305538.687500 Penalty: 2398.816895
	Iteration 17Q: 3 clusters Score -305538.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -305568.093750 Penalty: 2398.816895
	Iteration 18Q: 3 clusters Score -305568.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -305590.718750 Penalty: 2398.816895
	Iteration 19Q: 3 clusters Score -305590.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -305612.312500 Penalty: 2398.816895
	Iteration 20F: 3 clusters Score -305612.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -305629.187500 Penalty: 2398.816895
	Iteration 21Q: 3 clusters Score -305629.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -305640.375000 Penalty: 2398.816895
	Iteration 22Q: 3 clusters Score -305640.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -305646.281250 Penalty: 2398.816895
	Iteration 23Q: 3 clusters Score -305646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -305651.031250 Penalty: 2398.816895
	Iteration 24Q: 3 clusters Score -305651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -305655.062500 Penalty: 2398.816895
	Iteration 25Q: 3 clusters Score -305655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -305656.218750 Penalty: 2398.816895
	Iteration 26Q: 3 clusters Score -305656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -305657.031250 Penalty: 2398.816895
	Iteration 27Q: 3 clusters Score -305657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -305657.031250 Penalty: 2398.816895
	Iteration 28F: 3 clusters Score -305657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -52372.722656 Penalty: 958.650024
	Iteration 0F: 2 clusters Score -52372.72 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 316 members 
Entering Unmasked Estep 
Score: -51402.234375 Penalty: 1917.300049
	Iteration 0F: 3 clusters Score -51402.23 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51689.593750 Penalty: 1917.300049
	Iteration 1F: 3 clusters Score -51689.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51799.667969 Penalty: 1917.300049
	Iteration 2F: 3 clusters Score -51799.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51872.191406 Penalty: 1917.300049
	Iteration 3Q: 3 clusters Score -51872.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51912.609375 Penalty: 1917.300049
	Iteration 4Q: 3 clusters Score -51912.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51951.273438 Penalty: 1917.300049
	Iteration 5Q: 3 clusters Score -51951.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51985.781250 Penalty: 1917.300049
	Iteration 6Q: 3 clusters Score -51985.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52026.070312 Penalty: 1917.300049
	Iteration 7Q: 3 clusters Score -52026.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52045.343750 Penalty: 1917.300049
	Iteration 8Q: 3 clusters Score -52045.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52059.632812 Penalty: 1917.300049
	Iteration 9Q: 3 clusters Score -52059.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52078.875000 Penalty: 1917.300049
	Iteration 10Q: 3 clusters Score -52078.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52090.136719 Penalty: 1917.300049
	Iteration 11Q: 3 clusters Score -52090.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52094.183594 Penalty: 1917.300049
	Iteration 12Q: 3 clusters Score -52094.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52095.390625 Penalty: 1917.300049
	Iteration 13Q: 3 clusters Score -52095.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52095.730469 Penalty: 1917.300049
	Iteration 14F: 3 clusters Score -52095.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52115.468750 Penalty: 1917.300049
	Iteration 15Q: 3 clusters Score -52115.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52132.769531 Penalty: 1917.300049
	Iteration 16Q: 3 clusters Score -52132.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52151.171875 Penalty: 1917.300049
	Iteration 17Q: 3 clusters Score -52151.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52159.027344 Penalty: 1917.300049
	Iteration 18Q: 3 clusters Score -52159.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52168.136719 Penalty: 1917.300049
	Iteration 19Q: 3 clusters Score -52168.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52180.859375 Penalty: 1917.300049
	Iteration 20F: 3 clusters Score -52180.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52223.972656 Penalty: 1917.300049
	Iteration 21Q: 3 clusters Score -52223.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52291.171875 Penalty: 1917.300049
	Iteration 22Q: 3 clusters Score -52291.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52328.203125 Penalty: 1917.300049
	Iteration 23Q: 3 clusters Score -52328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52336.660156 Penalty: 1917.300049
	Iteration 24Q: 3 clusters Score -52336.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52342.625000 Penalty: 1917.300049
	Iteration 25Q: 3 clusters Score -52342.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52350.382812 Penalty: 1917.300049
	Iteration 26Q: 3 clusters Score -52350.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52350.382812 Penalty: 1917.300049
	Iteration 27F: 3 clusters Score -52350.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Entering Unmasked Estep 
Score: -1806305.500000 Penalty: 1434.069946
	Iteration 0F: 2 clusters Score -1806306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1796218.750000 Penalty: 2868.139893
	Iteration 0F: 3 clusters Score -1796219 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1799690.125000 Penalty: 2868.139893
	Iteration 1F: 3 clusters Score -1799690 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1800064.250000 Penalty: 2868.139893
	Iteration 2F: 3 clusters Score -1800064 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1800361.000000 Penalty: 2868.139893
	Iteration 3Q: 3 clusters Score -1800361 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1800674.375000 Penalty: 2868.139893
	Iteration 4Q: 3 clusters Score -1800674 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1801064.375000 Penalty: 2868.139893
	Iteration 5Q: 3 clusters Score -1801064 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1801493.500000 Penalty: 2868.139893
	Iteration 6F: 3 clusters Score -1801494 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1801945.500000 Penalty: 2868.139893
	Iteration 7Q: 3 clusters Score -1801946 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1802509.750000 Penalty: 2868.139893
	Iteration 8F: 3 clusters Score -1802510 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1803099.625000 Penalty: 2868.139893
	Iteration 9F: 3 clusters Score -1803100 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1803685.250000 Penalty: 2868.139893
	Iteration 10Q: 3 clusters Score -1803685 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1804135.375000 Penalty: 2868.139893
	Iteration 11Q: 3 clusters Score -1804135 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1804445.750000 Penalty: 2868.139893
	Iteration 12Q: 3 clusters Score -1804446 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1804678.500000 Penalty: 2868.139893
	Iteration 13Q: 3 clusters Score -1804678 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1804841.250000 Penalty: 2868.139893
	Iteration 14Q: 3 clusters Score -1804841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1804924.375000 Penalty: 2868.139893
	Iteration 15Q: 3 clusters Score -1804924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1804982.250000 Penalty: 2868.139893
	Iteration 16Q: 3 clusters Score -1804982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1805029.125000 Penalty: 2868.139893
	Iteration 17Q: 3 clusters Score -1805029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1805069.750000 Penalty: 2868.139893
	Iteration 18Q: 3 clusters Score -1805070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1805094.750000 Penalty: 2868.139893
	Iteration 19Q: 3 clusters Score -1805095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1805120.750000 Penalty: 2868.139893
	Iteration 20F: 3 clusters Score -1805121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1805131.500000 Penalty: 2868.139893
	Iteration 21Q: 3 clusters Score -1805132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1805142.625000 Penalty: 2868.139893
	Iteration 22Q: 3 clusters Score -1805143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1805140.875000 Penalty: 2868.139893
	Iteration 23Q: 3 clusters Score -1805141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1805146.500000 Penalty: 2868.139893
	Iteration 24Q: 3 clusters Score -1805146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1805146.500000 Penalty: 2868.139893
	Iteration 25Q: 3 clusters Score -1805146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1805146.250000 Penalty: 2868.139893
	Iteration 26Q: 3 clusters Score -1805146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1805146.250000 Penalty: 2868.139893
	Iteration 27F: 3 clusters Score -1805146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -657652.437500 Penalty: 1293.342529
	Iteration 0F: 2 clusters Score -657652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -653418.437500 Penalty: 2586.685059
	Iteration 0F: 3 clusters Score -653418.4 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -654652.625000 Penalty: 2586.685059
	Iteration 1F: 3 clusters Score -654652.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -654876.562500 Penalty: 2586.685059
	Iteration 2F: 3 clusters Score -654876.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -655002.375000 Penalty: 2586.685059
	Iteration 3Q: 3 clusters Score -655002.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -655088.562500 Penalty: 2586.685059
	Iteration 4Q: 3 clusters Score -655088.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -655150.937500 Penalty: 2586.685059
	Iteration 5Q: 3 clusters Score -655150.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -655198.437500 Penalty: 2586.685059
	Iteration 6Q: 3 clusters Score -655198.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -655219.687500 Penalty: 2586.685059
	Iteration 7Q: 3 clusters Score -655219.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -655232.750000 Penalty: 2586.685059
	Iteration 8Q: 3 clusters Score -655232.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -655248.187500 Penalty: 2586.685059
	Iteration 9Q: 3 clusters Score -655248.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -655264.750000 Penalty: 2586.685059
	Iteration 10Q: 3 clusters Score -655264.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -655284.250000 Penalty: 2586.685059
	Iteration 11Q: 3 clusters Score -655284.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -655300.875000 Penalty: 2586.685059
	Iteration 12Q: 3 clusters Score -655300.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -655327.562500 Penalty: 2586.685059
	Iteration 13Q: 3 clusters Score -655327.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -655348.250000 Penalty: 2586.685059
	Iteration 14Q: 3 clusters Score -655348.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -655366.687500 Penalty: 2586.685059
	Iteration 15Q: 3 clusters Score -655366.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -655384.000000 Penalty: 2586.685059
	Iteration 16Q: 3 clusters Score -655384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -655393.312500 Penalty: 2586.685059
	Iteration 17Q: 3 clusters Score -655393.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -655406.250000 Penalty: 2586.685059
	Iteration 18Q: 3 clusters Score -655406.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -655416.062500 Penalty: 2586.685059
	Iteration 19Q: 3 clusters Score -655416.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -655422.562500 Penalty: 2586.685059
	Iteration 20F: 3 clusters Score -655422.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -655428.875000 Penalty: 2586.685059
	Iteration 21Q: 3 clusters Score -655428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -655435.312500 Penalty: 2586.685059
	Iteration 22Q: 3 clusters Score -655435.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -655441.562500 Penalty: 2586.685059
	Iteration 23Q: 3 clusters Score -655441.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -655448.500000 Penalty: 2586.685059
	Iteration 24Q: 3 clusters Score -655448.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -655455.187500 Penalty: 2586.685059
	Iteration 25Q: 3 clusters Score -655455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -655457.500000 Penalty: 2586.685059
	Iteration 26Q: 3 clusters Score -655457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -655459.625000 Penalty: 2586.685059
	Iteration 27Q: 3 clusters Score -655459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -655461.500000 Penalty: 2586.685059
	Iteration 28Q: 3 clusters Score -655461.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -655462.687500 Penalty: 2586.685059
	Iteration 29Q: 3 clusters Score -655462.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -655464.562500 Penalty: 2586.685059
	Iteration 30Q: 3 clusters Score -655464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -655467.000000 Penalty: 2586.685059
	Iteration 31Q: 3 clusters Score -655467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -655469.187500 Penalty: 2586.685059
	Iteration 32Q: 3 clusters Score -655469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -655471.125000 Penalty: 2586.685059
	Iteration 33Q: 3 clusters Score -655471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -655472.937500 Penalty: 2586.685059
	Iteration 34Q: 3 clusters Score -655472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -655474.625000 Penalty: 2586.685059
	Iteration 35Q: 3 clusters Score -655474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -655476.375000 Penalty: 2586.685059
	Iteration 36Q: 3 clusters Score -655476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -655478.375000 Penalty: 2586.685059
	Iteration 37Q: 3 clusters Score -655478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -655480.812500 Penalty: 2586.685059
	Iteration 38Q: 3 clusters Score -655480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -655481.937500 Penalty: 2586.685059
	Iteration 39Q: 3 clusters Score -655481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -655485.687500 Penalty: 2586.685059
	Iteration 40F: 3 clusters Score -655485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -655485.125000 Penalty: 2586.685059
	Iteration 41Q: 3 clusters Score -655485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -655486.187500 Penalty: 2586.685059
	Iteration 42Q: 3 clusters Score -655486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -655485.187500 Penalty: 2586.685059
	Iteration 43Q: 3 clusters Score -655485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -655485.875000 Penalty: 2586.685059
	Iteration 44Q: 3 clusters Score -655485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -655485.875000 Penalty: 2586.685059
	Iteration 45F: 3 clusters Score -655485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -668864.875000 Penalty: 1292.163330
	Iteration 0F: 2 clusters Score -668864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -664634.500000 Penalty: 2584.326660
	Iteration 0F: 3 clusters Score -664634.5 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -665905.500000 Penalty: 2584.326660
	Iteration 1F: 3 clusters Score -665905.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -666123.500000 Penalty: 2584.326660
	Iteration 2F: 3 clusters Score -666123.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -666260.562500 Penalty: 2584.326660
	Iteration 3Q: 3 clusters Score -666260.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -666354.375000 Penalty: 2584.326660
	Iteration 4Q: 3 clusters Score -666354.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -666439.750000 Penalty: 2584.326660
	Iteration 5Q: 3 clusters Score -666439.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -666526.250000 Penalty: 2584.326660
	Iteration 6Q: 3 clusters Score -666526.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -666603.750000 Penalty: 2584.326660
	Iteration 7Q: 3 clusters Score -666603.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -666694.312500 Penalty: 2584.326660
	Iteration 8Q: 3 clusters Score -666694.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -666785.875000 Penalty: 2584.326660
	Iteration 9Q: 3 clusters Score -666785.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -666873.062500 Penalty: 2584.326660
	Iteration 10Q: 3 clusters Score -666873.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -666958.062500 Penalty: 2584.326660
	Iteration 11Q: 3 clusters Score -666958.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -667060.375000 Penalty: 2584.326660
	Iteration 12Q: 3 clusters Score -667060.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -667156.000000 Penalty: 2584.326660
	Iteration 13Q: 3 clusters Score -667156 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -667247.937500 Penalty: 2584.326660
	Iteration 14Q: 3 clusters Score -667247.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -667327.312500 Penalty: 2584.326660
	Iteration 15Q: 3 clusters Score -667327.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -667409.312500 Penalty: 2584.326660
	Iteration 16Q: 3 clusters Score -667409.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -667484.250000 Penalty: 2584.326660
	Iteration 17Q: 3 clusters Score -667484.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -667542.250000 Penalty: 2584.326660
	Iteration 18Q: 3 clusters Score -667542.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -667583.312500 Penalty: 2584.326660
	Iteration 19Q: 3 clusters Score -667583.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -667618.875000 Penalty: 2584.326660
	Iteration 20F: 3 clusters Score -667618.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -667653.812500 Penalty: 2584.326660
	Iteration 21Q: 3 clusters Score -667653.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -667685.812500 Penalty: 2584.326660
	Iteration 22Q: 3 clusters Score -667685.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -667712.000000 Penalty: 2584.326660
	Iteration 23Q: 3 clusters Score -667712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -667738.687500 Penalty: 2584.326660
	Iteration 24Q: 3 clusters Score -667738.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -667762.250000 Penalty: 2584.326660
	Iteration 25Q: 3 clusters Score -667762.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -667784.312500 Penalty: 2584.326660
	Iteration 26Q: 3 clusters Score -667784.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -667800.375000 Penalty: 2584.326660
	Iteration 27Q: 3 clusters Score -667800.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -667819.812500 Penalty: 2584.326660
	Iteration 28Q: 3 clusters Score -667819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -667834.437500 Penalty: 2584.326660
	Iteration 29Q: 3 clusters Score -667834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -667850.312500 Penalty: 2584.326660
	Iteration 30Q: 3 clusters Score -667850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -667858.187500 Penalty: 2584.326660
	Iteration 31Q: 3 clusters Score -667858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -667864.625000 Penalty: 2584.326660
	Iteration 32Q: 3 clusters Score -667864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -667866.187500 Penalty: 2584.326660
	Iteration 33Q: 3 clusters Score -667866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -667868.937500 Penalty: 2584.326660
	Iteration 34Q: 3 clusters Score -667868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -667872.312500 Penalty: 2584.326660
	Iteration 35Q: 3 clusters Score -667872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -667873.562500 Penalty: 2584.326660
	Iteration 36Q: 3 clusters Score -667873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -667875.500000 Penalty: 2584.326660
	Iteration 37Q: 3 clusters Score -667875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -667877.750000 Penalty: 2584.326660
	Iteration 38Q: 3 clusters Score -667877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -667879.812500 Penalty: 2584.326660
	Iteration 39Q: 3 clusters Score -667879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -667880.062500 Penalty: 2584.326660
	Iteration 40F: 3 clusters Score -667880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -849634.687500 Penalty: 1321.906250
	Iteration 0F: 2 clusters Score -849634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -844618.250000 Penalty: 2643.812500
	Iteration 0F: 3 clusters Score -844618.2 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -846248.750000 Penalty: 2643.812500
	Iteration 1F: 3 clusters Score -846248.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -846565.937500 Penalty: 2643.812500
	Iteration 2F: 3 clusters Score -846565.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -846788.125000 Penalty: 2643.812500
	Iteration 3F: 3 clusters Score -846788.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -846948.000000 Penalty: 2643.812500
	Iteration 4Q: 3 clusters Score -846948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -847074.312500 Penalty: 2643.812500
	Iteration 5Q: 3 clusters Score -847074.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -847189.062500 Penalty: 2643.812500
	Iteration 6Q: 3 clusters Score -847189.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -847300.312500 Penalty: 2643.812500
	Iteration 7Q: 3 clusters Score -847300.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -847419.812500 Penalty: 2643.812500
	Iteration 8Q: 3 clusters Score -847419.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -847554.187500 Penalty: 2643.812500
	Iteration 9Q: 3 clusters Score -847554.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -847714.875000 Penalty: 2643.812500
	Iteration 10Q: 3 clusters Score -847714.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -847855.750000 Penalty: 2643.812500
	Iteration 11Q: 3 clusters Score -847855.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -847989.187500 Penalty: 2643.812500
	Iteration 12Q: 3 clusters Score -847989.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -848138.750000 Penalty: 2643.812500
	Iteration 13Q: 3 clusters Score -848138.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -848306.437500 Penalty: 2643.812500
	Iteration 14Q: 3 clusters Score -848306.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -848455.500000 Penalty: 2643.812500
	Iteration 15Q: 3 clusters Score -848455.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -848565.312500 Penalty: 2643.812500
	Iteration 16Q: 3 clusters Score -848565.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -848654.500000 Penalty: 2643.812500
	Iteration 17Q: 3 clusters Score -848654.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -848707.312500 Penalty: 2643.812500
	Iteration 18Q: 3 clusters Score -848707.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -848753.375000 Penalty: 2643.812500
	Iteration 19Q: 3 clusters Score -848753.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -848783.750000 Penalty: 2643.812500
	Iteration 20F: 3 clusters Score -848783.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -848810.062500 Penalty: 2643.812500
	Iteration 21Q: 3 clusters Score -848810.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -848831.625000 Penalty: 2643.812500
	Iteration 22Q: 3 clusters Score -848831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -848844.750000 Penalty: 2643.812500
	Iteration 23Q: 3 clusters Score -848844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -848855.937500 Penalty: 2643.812500
	Iteration 24Q: 3 clusters Score -848855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -848859.312500 Penalty: 2643.812500
	Iteration 25Q: 3 clusters Score -848859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -848862.875000 Penalty: 2643.812500
	Iteration 26Q: 3 clusters Score -848862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -848865.812500 Penalty: 2643.812500
	Iteration 27Q: 3 clusters Score -848865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -848866.187500 Penalty: 2643.812500
	Iteration 28Q: 3 clusters Score -848866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -848866.187500 Penalty: 2643.812500
	Iteration 29Q: 3 clusters Score -848866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -848868.062500 Penalty: 2643.812500
	Iteration 30Q: 3 clusters Score -848868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -848871.500000 Penalty: 2643.812500
	Iteration 31Q: 3 clusters Score -848871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -848871.500000 Penalty: 2643.812500
	Iteration 32F: 3 clusters Score -848871.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -26952.804688 Penalty: 881.926636
	Iteration 0F: 2 clusters Score -26952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26191.621094 Penalty: 1763.853271
	Iteration 0F: 3 clusters Score -26191.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26428.640625 Penalty: 1763.853271
	Iteration 1F: 3 clusters Score -26428.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26608.830078 Penalty: 1763.853271
	Iteration 2F: 3 clusters Score -26608.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26675.175781 Penalty: 1763.853271
	Iteration 3Q: 3 clusters Score -26675.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26730.134766 Penalty: 1763.853271
	Iteration 4Q: 3 clusters Score -26730.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26763.804688 Penalty: 1763.853271
	Iteration 5Q: 3 clusters Score -26763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26777.107422 Penalty: 1763.853271
	Iteration 6Q: 3 clusters Score -26777.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26801.941406 Penalty: 1763.853271
	Iteration 7Q: 3 clusters Score -26801.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26812.273438 Penalty: 1763.853271
	Iteration 8Q: 3 clusters Score -26812.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26812.273438 Penalty: 1763.853271
	Iteration 9F: 3 clusters Score -26812.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Entering Unmasked Estep 
Score: -1263030.375000 Penalty: 1388.341919
	Iteration 0F: 2 clusters Score -1263030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1255497.000000 Penalty: 2776.683838
	Iteration 0F: 3 clusters Score -1255497 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1258116.875000 Penalty: 2776.683838
	Iteration 1F: 3 clusters Score -1258117 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1258377.625000 Penalty: 2776.683838
	Iteration 2F: 3 clusters Score -1258378 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1258564.000000 Penalty: 2776.683838
	Iteration 3Q: 3 clusters Score -1258564 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1258699.750000 Penalty: 2776.683838
	Iteration 4Q: 3 clusters Score -1258700 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1258829.875000 Penalty: 2776.683838
	Iteration 5Q: 3 clusters Score -1258830 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1258968.500000 Penalty: 2776.683838
	Iteration 6Q: 3 clusters Score -1258968 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1259119.000000 Penalty: 2776.683838
	Iteration 7Q: 3 clusters Score -1259119 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1259286.125000 Penalty: 2776.683838
	Iteration 8Q: 3 clusters Score -1259286 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1259457.000000 Penalty: 2776.683838
	Iteration 9Q: 3 clusters Score -1259457 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1259619.500000 Penalty: 2776.683838
	Iteration 10Q: 3 clusters Score -1259620 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1259755.250000 Penalty: 2776.683838
	Iteration 11Q: 3 clusters Score -1259755 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1259902.500000 Penalty: 2776.683838
	Iteration 12Q: 3 clusters Score -1259902 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1260043.250000 Penalty: 2776.683838
	Iteration 13Q: 3 clusters Score -1260043 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1260191.625000 Penalty: 2776.683838
	Iteration 14Q: 3 clusters Score -1260192 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1260326.750000 Penalty: 2776.683838
	Iteration 15Q: 3 clusters Score -1260327 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1260460.375000 Penalty: 2776.683838
	Iteration 16Q: 3 clusters Score -1260460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1260554.375000 Penalty: 2776.683838
	Iteration 17Q: 3 clusters Score -1260554 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1260634.750000 Penalty: 2776.683838
	Iteration 18Q: 3 clusters Score -1260635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1260734.125000 Penalty: 2776.683838
	Iteration 19Q: 3 clusters Score -1260734 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1260808.625000 Penalty: 2776.683838
	Iteration 20F: 3 clusters Score -1260809 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1260877.625000 Penalty: 2776.683838
	Iteration 21Q: 3 clusters Score -1260878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1260931.875000 Penalty: 2776.683838
	Iteration 22Q: 3 clusters Score -1260932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1260971.000000 Penalty: 2776.683838
	Iteration 23Q: 3 clusters Score -1260971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1260998.000000 Penalty: 2776.683838
	Iteration 24Q: 3 clusters Score -1260998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1261023.875000 Penalty: 2776.683838
	Iteration 25Q: 3 clusters Score -1261024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1261047.375000 Penalty: 2776.683838
	Iteration 26Q: 3 clusters Score -1261047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1261067.750000 Penalty: 2776.683838
	Iteration 27Q: 3 clusters Score -1261068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1261083.500000 Penalty: 2776.683838
	Iteration 28Q: 3 clusters Score -1261084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1261100.250000 Penalty: 2776.683838
	Iteration 29Q: 3 clusters Score -1261100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1261120.125000 Penalty: 2776.683838
	Iteration 30Q: 3 clusters Score -1261120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1261129.125000 Penalty: 2776.683838
	Iteration 31Q: 3 clusters Score -1261129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1261135.625000 Penalty: 2776.683838
	Iteration 32Q: 3 clusters Score -1261136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1261143.500000 Penalty: 2776.683838
	Iteration 33Q: 3 clusters Score -1261144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1261150.125000 Penalty: 2776.683838
	Iteration 34Q: 3 clusters Score -1261150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1261152.500000 Penalty: 2776.683838
	Iteration 35Q: 3 clusters Score -1261152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1261158.875000 Penalty: 2776.683838
	Iteration 36Q: 3 clusters Score -1261159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1261162.625000 Penalty: 2776.683838
	Iteration 37Q: 3 clusters Score -1261163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1261166.375000 Penalty: 2776.683838
	Iteration 38Q: 3 clusters Score -1261166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1261170.625000 Penalty: 2776.683838
	Iteration 39Q: 3 clusters Score -1261171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1261172.500000 Penalty: 2776.683838
	Iteration 40F: 3 clusters Score -1261172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1261174.625000 Penalty: 2776.683838
	Iteration 41Q: 3 clusters Score -1261175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1261177.125000 Penalty: 2776.683838
	Iteration 42Q: 3 clusters Score -1261177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1261176.375000 Penalty: 2776.683838
	Iteration 43Q: 3 clusters Score -1261176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1261176.875000 Penalty: 2776.683838
	Iteration 44Q: 3 clusters Score -1261177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1261180.250000 Penalty: 2776.683838
	Iteration 45Q: 3 clusters Score -1261180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1261181.250000 Penalty: 2776.683838
	Iteration 46Q: 3 clusters Score -1261181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1261183.375000 Penalty: 2776.683838
	Iteration 47Q: 3 clusters Score -1261183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1261184.625000 Penalty: 2776.683838
	Iteration 48Q: 3 clusters Score -1261185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1261184.875000 Penalty: 2776.683838
	Iteration 49Q: 3 clusters Score -1261185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1261188.500000 Penalty: 2776.683838
	Iteration 50Q: 3 clusters Score -1261188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1261193.250000 Penalty: 2776.683838
	Iteration 51Q: 3 clusters Score -1261193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1261192.750000 Penalty: 2776.683838
	Iteration 52Q: 3 clusters Score -1261193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1261194.000000 Penalty: 2776.683838
	Iteration 53Q: 3 clusters Score -1261194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1261194.750000 Penalty: 2776.683838
	Iteration 54Q: 3 clusters Score -1261195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1261197.000000 Penalty: 2776.683838
	Iteration 55Q: 3 clusters Score -1261197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1261197.500000 Penalty: 2776.683838
	Iteration 56Q: 3 clusters Score -1261198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1261199.250000 Penalty: 2776.683838
	Iteration 57Q: 3 clusters Score -1261199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1261198.625000 Penalty: 2776.683838
	Iteration 58Q: 3 clusters Score -1261199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1261200.125000 Penalty: 2776.683838
	Iteration 59Q: 3 clusters Score -1261200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1261201.000000 Penalty: 2776.683838
	Iteration 60F: 3 clusters Score -1261201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1261200.375000 Penalty: 2776.683838
	Iteration 61Q: 3 clusters Score -1261200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1261199.000000 Penalty: 2776.683838
	Iteration 62Q: 3 clusters Score -1261199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1261201.000000 Penalty: 2776.683838
	Iteration 63Q: 3 clusters Score -1261201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1261199.375000 Penalty: 2776.683838
	Iteration 64Q: 3 clusters Score -1261199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1261200.250000 Penalty: 2776.683838
	Iteration 65Q: 3 clusters Score -1261200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1261201.875000 Penalty: 2776.683838
	Iteration 66Q: 3 clusters Score -1261202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1261201.875000 Penalty: 2776.683838
	Iteration 67F: 3 clusters Score -1261202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -42034.308594 Penalty: 916.473389
	Iteration 0F: 2 clusters Score -42034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41119.136719 Penalty: 1832.946777
	Iteration 0F: 3 clusters Score -41119.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41265.722656 Penalty: 1832.946777
	Iteration 1F: 3 clusters Score -41265.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41326.902344 Penalty: 1832.946777
	Iteration 2Q: 3 clusters Score -41326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41367.574219 Penalty: 1832.946777
	Iteration 3Q: 3 clusters Score -41367.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41394.226562 Penalty: 1832.946777
	Iteration 4Q: 3 clusters Score -41394.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41398.937500 Penalty: 1832.946777
	Iteration 5Q: 3 clusters Score -41398.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41404.964844 Penalty: 1832.946777
	Iteration 6Q: 3 clusters Score -41404.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41406.375000 Penalty: 1832.946777
	Iteration 7Q: 3 clusters Score -41406.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41407.363281 Penalty: 1832.946777
	Iteration 8Q: 3 clusters Score -41407.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41407.363281 Penalty: 1832.946777
	Iteration 9F: 3 clusters Score -41407.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1115171.375000 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -1115171 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 4819 members 
Entering Unmasked Estep 
Score: -1108680.125000 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -1108680 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1110720.875000 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -1110721 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1111005.625000 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -1111006 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1111185.250000 Penalty: 2728.383301
	Iteration 3F: 3 clusters Score -1111185 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1111319.250000 Penalty: 2728.383301
	Iteration 4Q: 3 clusters Score -1111319 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1111439.750000 Penalty: 2728.383301
	Iteration 5Q: 3 clusters Score -1111440 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1111530.750000 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -1111531 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1111619.125000 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -1111619 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1111715.250000 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -1111715 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1111810.625000 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -1111811 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1111898.125000 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -1111898 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1111987.250000 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -1111987 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1112061.000000 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -1112061 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1112137.125000 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -1112137 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1112223.750000 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -1112224 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1112310.500000 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -1112310 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1112404.125000 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -1112404 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1112509.875000 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -1112510 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1112630.750000 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -1112631 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1112769.750000 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -1112770 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1112902.625000 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -1112903 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1113035.875000 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -1113036 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1113130.250000 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -1113130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1113202.750000 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -1113203 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1113266.500000 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -1113266 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1113320.250000 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -1113320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1113353.625000 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -1113354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1113383.250000 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -1113383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1113406.250000 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -1113406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1113425.000000 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -1113425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1113443.500000 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -1113444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1113457.875000 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -1113458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1113464.000000 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -1113464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1113468.250000 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -1113468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1113472.625000 Penalty: 2728.383301
	Iteration 34Q: 3 clusters Score -1113473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1113475.750000 Penalty: 2728.383301
	Iteration 35Q: 3 clusters Score -1113476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1113480.875000 Penalty: 2728.383301
	Iteration 36Q: 3 clusters Score -1113481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1113482.375000 Penalty: 2728.383301
	Iteration 37Q: 3 clusters Score -1113482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1113481.875000 Penalty: 2728.383301
	Iteration 38Q: 3 clusters Score -1113482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1113486.250000 Penalty: 2728.383301
	Iteration 39Q: 3 clusters Score -1113486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1113487.875000 Penalty: 2728.383301
	Iteration 40F: 3 clusters Score -1113488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1113491.875000 Penalty: 2728.383301
	Iteration 41Q: 3 clusters Score -1113492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1113494.375000 Penalty: 2728.383301
	Iteration 42Q: 3 clusters Score -1113494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1113494.625000 Penalty: 2728.383301
	Iteration 43Q: 3 clusters Score -1113495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1113495.875000 Penalty: 2728.383301
	Iteration 44Q: 3 clusters Score -1113496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1113496.000000 Penalty: 2728.383301
	Iteration 45Q: 3 clusters Score -1113496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1113495.375000 Penalty: 2728.383301
	Iteration 46Q: 3 clusters Score -1113495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1113498.125000 Penalty: 2728.383301
	Iteration 47Q: 3 clusters Score -1113498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1113500.875000 Penalty: 2728.383301
	Iteration 48Q: 3 clusters Score -1113501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1113501.375000 Penalty: 2728.383301
	Iteration 49Q: 3 clusters Score -1113501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1113502.000000 Penalty: 2728.383301
	Iteration 50Q: 3 clusters Score -1113502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1113505.375000 Penalty: 2728.383301
	Iteration 51Q: 3 clusters Score -1113505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1113503.250000 Penalty: 2728.383301
	Iteration 52Q: 3 clusters Score -1113503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1113504.875000 Penalty: 2728.383301
	Iteration 53Q: 3 clusters Score -1113505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1113504.875000 Penalty: 2728.383301
	Iteration 54F: 3 clusters Score -1113505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (85928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Entering Unmasked Estep 
Score: -9914119.000000 Penalty: 1690.556274
	Iteration 0F: 2 clusters Score -9914119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -9858515.000000 Penalty: 3381.112549
	Iteration 0F: 3 clusters Score -9858515 nChanged 40585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -9881865.000000 Penalty: 3381.112549
	Iteration 1F: 3 clusters Score -9881865 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -9882880.000000 Penalty: 3381.112549
	Iteration 2Q: 3 clusters Score -9882880 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -9884088.000000 Penalty: 3381.112549
	Iteration 3Q: 3 clusters Score -9884088 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -9885826.000000 Penalty: 3381.112549
	Iteration 4Q: 3 clusters Score -9885826 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -9888065.000000 Penalty: 3381.112549
	Iteration 5F: 3 clusters Score -9888065 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -9891383.000000 Penalty: 3381.112549
	Iteration 6F: 3 clusters Score -9891383 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -9895979.000000 Penalty: 3381.112549
	Iteration 7F: 3 clusters Score -9895979 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -9901094.000000 Penalty: 3381.112549
	Iteration 8F: 3 clusters Score -9901094 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -9905731.000000 Penalty: 3381.112549
	Iteration 9F: 3 clusters Score -9905731 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -9909327.000000 Penalty: 3381.112549
	Iteration 10Q: 3 clusters Score -9909327 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -9911338.000000 Penalty: 3381.112549
	Iteration 11Q: 3 clusters Score -9911338 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -9912186.000000 Penalty: 3381.112549
	Iteration 12Q: 3 clusters Score -9912186 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -9912627.000000 Penalty: 3381.112549
	Iteration 13Q: 3 clusters Score -9912627 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -9912870.000000 Penalty: 3381.112549
	Iteration 14Q: 3 clusters Score -9912870 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -9913023.000000 Penalty: 3381.112549
	Iteration 15Q: 3 clusters Score -9913023 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -9913203.000000 Penalty: 3381.112549
	Iteration 16Q: 3 clusters Score -9913203 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9913333.000000 Penalty: 3381.112549
	Iteration 17Q: 3 clusters Score -9913333 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -9913409.000000 Penalty: 3381.112549
	Iteration 18Q: 3 clusters Score -9913409 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -9913478.000000 Penalty: 3381.112549
	Iteration 19Q: 3 clusters Score -9913478 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -9913497.000000 Penalty: 3381.112549
	Iteration 20F: 3 clusters Score -9913497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9913525.000000 Penalty: 3381.112549
	Iteration 21Q: 3 clusters Score -9913525 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9913560.000000 Penalty: 3381.112549
	Iteration 22Q: 3 clusters Score -9913560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9913580.000000 Penalty: 3381.112549
	Iteration 23Q: 3 clusters Score -9913580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -9913616.000000 Penalty: 3381.112549
	Iteration 24Q: 3 clusters Score -9913616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9913631.000000 Penalty: 3381.112549
	Iteration 25Q: 3 clusters Score -9913631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9913628.000000 Penalty: 3381.112549
	Iteration 26Q: 3 clusters Score -9913628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9913642.000000 Penalty: 3381.112549
	Iteration 27Q: 3 clusters Score -9913642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9913650.000000 Penalty: 3381.112549
	Iteration 28Q: 3 clusters Score -9913650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9913642.000000 Penalty: 3381.112549
	Iteration 29Q: 3 clusters Score -9913642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9913666.000000 Penalty: 3381.112549
	Iteration 30Q: 3 clusters Score -9913666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9913678.000000 Penalty: 3381.112549
	Iteration 31Q: 3 clusters Score -9913678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9913681.000000 Penalty: 3381.112549
	Iteration 32Q: 3 clusters Score -9913681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -9913694.000000 Penalty: 3381.112549
	Iteration 33Q: 3 clusters Score -9913694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9913689.000000 Penalty: 3381.112549
	Iteration 34Q: 3 clusters Score -9913689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9913682.000000 Penalty: 3381.112549
	Iteration 35Q: 3 clusters Score -9913682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9913692.000000 Penalty: 3381.112549
	Iteration 36Q: 3 clusters Score -9913692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9913688.000000 Penalty: 3381.112549
	Iteration 37Q: 3 clusters Score -9913688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9913688.000000 Penalty: 3381.112549
	Iteration 38Q: 3 clusters Score -9913688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9913700.000000 Penalty: 3381.112549
	Iteration 39Q: 3 clusters Score -9913700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9913702.000000 Penalty: 3381.112549
	Iteration 40F: 3 clusters Score -9913702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9913701.000000 Penalty: 3381.112549
	Iteration 41Q: 3 clusters Score -9913701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9913693.000000 Penalty: 3381.112549
	Iteration 42Q: 3 clusters Score -9913693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9913694.000000 Penalty: 3381.112549
	Iteration 43Q: 3 clusters Score -9913694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9913714.000000 Penalty: 3381.112549
	Iteration 44Q: 3 clusters Score -9913714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9913715.000000 Penalty: 3381.112549
	Iteration 45Q: 3 clusters Score -9913715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9913729.000000 Penalty: 3381.112549
	Iteration 46Q: 3 clusters Score -9913729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9913734.000000 Penalty: 3381.112549
	Iteration 47Q: 3 clusters Score -9913734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9913731.000000 Penalty: 3381.112549
	Iteration 48Q: 3 clusters Score -9913731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9913721.000000 Penalty: 3381.112549
	Iteration 49Q: 3 clusters Score -9913721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9913714.000000 Penalty: 3381.112549
	Iteration 50Q: 3 clusters Score -9913714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9913708.000000 Penalty: 3381.112549
	Iteration 51Q: 3 clusters Score -9913708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9913718.000000 Penalty: 3381.112549
	Iteration 52Q: 3 clusters Score -9913718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9913705.000000 Penalty: 3381.112549
	Iteration 53Q: 3 clusters Score -9913705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9913709.000000 Penalty: 3381.112549
	Iteration 54Q: 3 clusters Score -9913709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9913702.000000 Penalty: 3381.112549
	Iteration 55Q: 3 clusters Score -9913702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9913704.000000 Penalty: 3381.112549
	Iteration 56Q: 3 clusters Score -9913704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9913697.000000 Penalty: 3381.112549
	Iteration 57Q: 3 clusters Score -9913697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -9913696.000000 Penalty: 3381.112549
	Iteration 58Q: 3 clusters Score -9913696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -9913699.000000 Penalty: 3381.112549
	Iteration 59Q: 3 clusters Score -9913699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9913697.000000 Penalty: 3381.112549
	Iteration 60F: 3 clusters Score -9913697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9913688.000000 Penalty: 3381.112549
	Iteration 61Q: 3 clusters Score -9913688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -9913685.000000 Penalty: 3381.112549
	Iteration 62Q: 3 clusters Score -9913685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9913683.000000 Penalty: 3381.112549
	Iteration 63Q: 3 clusters Score -9913683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9913688.000000 Penalty: 3381.112549
	Iteration 64Q: 3 clusters Score -9913688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9913685.000000 Penalty: 3381.112549
	Iteration 65Q: 3 clusters Score -9913685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9913685.000000 Penalty: 3381.112549
	Iteration 66F: 3 clusters Score -9913685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -1167695.500000 Penalty: 1369.333496
	Iteration 0F: 2 clusters Score -1167696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1161084.625000 Penalty: 2738.666992
	Iteration 0F: 3 clusters Score -1161085 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1163190.625000 Penalty: 2738.666992
	Iteration 1F: 3 clusters Score -1163191 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1163471.750000 Penalty: 2738.666992
	Iteration 2F: 3 clusters Score -1163472 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1163660.000000 Penalty: 2738.666992
	Iteration 3Q: 3 clusters Score -1163660 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1163800.125000 Penalty: 2738.666992
	Iteration 4Q: 3 clusters Score -1163800 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1163920.750000 Penalty: 2738.666992
	Iteration 5Q: 3 clusters Score -1163921 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1164034.625000 Penalty: 2738.666992
	Iteration 6Q: 3 clusters Score -1164035 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1164147.000000 Penalty: 2738.666992
	Iteration 7Q: 3 clusters Score -1164147 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1164271.125000 Penalty: 2738.666992
	Iteration 8Q: 3 clusters Score -1164271 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1164428.750000 Penalty: 2738.666992
	Iteration 9Q: 3 clusters Score -1164429 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1164628.875000 Penalty: 2738.666992
	Iteration 10Q: 3 clusters Score -1164629 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1164831.750000 Penalty: 2738.666992
	Iteration 11Q: 3 clusters Score -1164832 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1165021.125000 Penalty: 2738.666992
	Iteration 12Q: 3 clusters Score -1165021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1165195.750000 Penalty: 2738.666992
	Iteration 13Q: 3 clusters Score -1165196 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1165378.750000 Penalty: 2738.666992
	Iteration 14Q: 3 clusters Score -1165379 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1165555.875000 Penalty: 2738.666992
	Iteration 15Q: 3 clusters Score -1165556 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1165701.750000 Penalty: 2738.666992
	Iteration 16Q: 3 clusters Score -1165702 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1165848.375000 Penalty: 2738.666992
	Iteration 17Q: 3 clusters Score -1165848 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1165991.375000 Penalty: 2738.666992
	Iteration 18Q: 3 clusters Score -1165991 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1166105.500000 Penalty: 2738.666992
	Iteration 19Q: 3 clusters Score -1166106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1166209.875000 Penalty: 2738.666992
	Iteration 20F: 3 clusters Score -1166210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1166279.500000 Penalty: 2738.666992
	Iteration 21Q: 3 clusters Score -1166280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1166325.000000 Penalty: 2738.666992
	Iteration 22Q: 3 clusters Score -1166325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1166365.375000 Penalty: 2738.666992
	Iteration 23Q: 3 clusters Score -1166365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1166388.125000 Penalty: 2738.666992
	Iteration 24Q: 3 clusters Score -1166388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1166409.875000 Penalty: 2738.666992
	Iteration 25Q: 3 clusters Score -1166410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1166430.125000 Penalty: 2738.666992
	Iteration 26Q: 3 clusters Score -1166430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1166443.625000 Penalty: 2738.666992
	Iteration 27Q: 3 clusters Score -1166444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1166454.500000 Penalty: 2738.666992
	Iteration 28Q: 3 clusters Score -1166454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1166463.500000 Penalty: 2738.666992
	Iteration 29Q: 3 clusters Score -1166464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1166474.750000 Penalty: 2738.666992
	Iteration 30Q: 3 clusters Score -1166475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1166483.000000 Penalty: 2738.666992
	Iteration 31Q: 3 clusters Score -1166483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1166497.875000 Penalty: 2738.666992
	Iteration 32Q: 3 clusters Score -1166498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1166505.875000 Penalty: 2738.666992
	Iteration 33Q: 3 clusters Score -1166506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1166517.500000 Penalty: 2738.666992
	Iteration 34Q: 3 clusters Score -1166518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1166529.000000 Penalty: 2738.666992
	Iteration 35Q: 3 clusters Score -1166529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1166535.375000 Penalty: 2738.666992
	Iteration 36Q: 3 clusters Score -1166535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1166537.500000 Penalty: 2738.666992
	Iteration 37Q: 3 clusters Score -1166538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1166542.375000 Penalty: 2738.666992
	Iteration 38Q: 3 clusters Score -1166542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1166548.000000 Penalty: 2738.666992
	Iteration 39Q: 3 clusters Score -1166548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1166548.625000 Penalty: 2738.666992
	Iteration 40F: 3 clusters Score -1166549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1166547.625000 Penalty: 2738.666992
	Iteration 41Q: 3 clusters Score -1166548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1166548.625000 Penalty: 2738.666992
	Iteration 42Q: 3 clusters Score -1166549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1166549.125000 Penalty: 2738.666992
	Iteration 43Q: 3 clusters Score -1166549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1166550.625000 Penalty: 2738.666992
	Iteration 44Q: 3 clusters Score -1166551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1166551.500000 Penalty: 2738.666992
	Iteration 45Q: 3 clusters Score -1166552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1166552.375000 Penalty: 2738.666992
	Iteration 46Q: 3 clusters Score -1166552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1166555.375000 Penalty: 2738.666992
	Iteration 47Q: 3 clusters Score -1166555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1166556.125000 Penalty: 2738.666992
	Iteration 48Q: 3 clusters Score -1166556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1166557.750000 Penalty: 2738.666992
	Iteration 49Q: 3 clusters Score -1166558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1166560.750000 Penalty: 2738.666992
	Iteration 50Q: 3 clusters Score -1166561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1166560.500000 Penalty: 2738.666992
	Iteration 51Q: 3 clusters Score -1166560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1166560.500000 Penalty: 2738.666992
	Iteration 52F: 3 clusters Score -1166560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -660305.562500 Penalty: 1291.886108
	Iteration 0F: 2 clusters Score -660305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -656087.250000 Penalty: 2583.772217
	Iteration 0F: 3 clusters Score -656087.2 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -657292.937500 Penalty: 2583.772217
	Iteration 1F: 3 clusters Score -657292.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -657487.437500 Penalty: 2583.772217
	Iteration 2F: 3 clusters Score -657487.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -657619.062500 Penalty: 2583.772217
	Iteration 3Q: 3 clusters Score -657619.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -657698.562500 Penalty: 2583.772217
	Iteration 4Q: 3 clusters Score -657698.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -657755.187500 Penalty: 2583.772217
	Iteration 5Q: 3 clusters Score -657755.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -657798.375000 Penalty: 2583.772217
	Iteration 6Q: 3 clusters Score -657798.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -657832.062500 Penalty: 2583.772217
	Iteration 7Q: 3 clusters Score -657832.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -657857.437500 Penalty: 2583.772217
	Iteration 8Q: 3 clusters Score -657857.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -657871.250000 Penalty: 2583.772217
	Iteration 9Q: 3 clusters Score -657871.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -657883.500000 Penalty: 2583.772217
	Iteration 10Q: 3 clusters Score -657883.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -657901.312500 Penalty: 2583.772217
	Iteration 11Q: 3 clusters Score -657901.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -657916.875000 Penalty: 2583.772217
	Iteration 12Q: 3 clusters Score -657916.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -657930.312500 Penalty: 2583.772217
	Iteration 13Q: 3 clusters Score -657930.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -657941.812500 Penalty: 2583.772217
	Iteration 14Q: 3 clusters Score -657941.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -657955.937500 Penalty: 2583.772217
	Iteration 15Q: 3 clusters Score -657955.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -657969.125000 Penalty: 2583.772217
	Iteration 16Q: 3 clusters Score -657969.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -657983.437500 Penalty: 2583.772217
	Iteration 17Q: 3 clusters Score -657983.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -657990.937500 Penalty: 2583.772217
	Iteration 18Q: 3 clusters Score -657990.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -657995.812500 Penalty: 2583.772217
	Iteration 19Q: 3 clusters Score -657995.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -658001.187500 Penalty: 2583.772217
	Iteration 20F: 3 clusters Score -658001.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -658005.625000 Penalty: 2583.772217
	Iteration 21Q: 3 clusters Score -658005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -658010.687500 Penalty: 2583.772217
	Iteration 22Q: 3 clusters Score -658010.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -658014.187500 Penalty: 2583.772217
	Iteration 23Q: 3 clusters Score -658014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -658017.125000 Penalty: 2583.772217
	Iteration 24Q: 3 clusters Score -658017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -658021.562500 Penalty: 2583.772217
	Iteration 25Q: 3 clusters Score -658021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -658024.062500 Penalty: 2583.772217
	Iteration 26Q: 3 clusters Score -658024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -658025.187500 Penalty: 2583.772217
	Iteration 27Q: 3 clusters Score -658025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -658030.125000 Penalty: 2583.772217
	Iteration 28Q: 3 clusters Score -658030.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -658031.812500 Penalty: 2583.772217
	Iteration 29Q: 3 clusters Score -658031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -658038.500000 Penalty: 2583.772217
	Iteration 30Q: 3 clusters Score -658038.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -658042.937500 Penalty: 2583.772217
	Iteration 31Q: 3 clusters Score -658042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -658048.375000 Penalty: 2583.772217
	Iteration 32Q: 3 clusters Score -658048.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -658051.937500 Penalty: 2583.772217
	Iteration 33Q: 3 clusters Score -658051.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -658058.062500 Penalty: 2583.772217
	Iteration 34Q: 3 clusters Score -658058.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -658065.437500 Penalty: 2583.772217
	Iteration 35Q: 3 clusters Score -658065.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -658070.187500 Penalty: 2583.772217
	Iteration 36Q: 3 clusters Score -658070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -658075.750000 Penalty: 2583.772217
	Iteration 37Q: 3 clusters Score -658075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -658078.187500 Penalty: 2583.772217
	Iteration 38Q: 3 clusters Score -658078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -658082.312500 Penalty: 2583.772217
	Iteration 39Q: 3 clusters Score -658082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -658084.625000 Penalty: 2583.772217
	Iteration 40F: 3 clusters Score -658084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -658088.500000 Penalty: 2583.772217
	Iteration 41Q: 3 clusters Score -658088.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -658090.937500 Penalty: 2583.772217
	Iteration 42Q: 3 clusters Score -658090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -658093.625000 Penalty: 2583.772217
	Iteration 43Q: 3 clusters Score -658093.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -658101.000000 Penalty: 2583.772217
	Iteration 44Q: 3 clusters Score -658101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -658106.187500 Penalty: 2583.772217
	Iteration 45Q: 3 clusters Score -658106.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -658111.687500 Penalty: 2583.772217
	Iteration 46Q: 3 clusters Score -658111.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -658117.375000 Penalty: 2583.772217
	Iteration 47Q: 3 clusters Score -658117.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -658126.437500 Penalty: 2583.772217
	Iteration 48Q: 3 clusters Score -658126.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -658135.500000 Penalty: 2583.772217
	Iteration 49Q: 3 clusters Score -658135.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -658145.187500 Penalty: 2583.772217
	Iteration 50Q: 3 clusters Score -658145.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -658156.625000 Penalty: 2583.772217
	Iteration 51Q: 3 clusters Score -658156.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -658164.375000 Penalty: 2583.772217
	Iteration 52Q: 3 clusters Score -658164.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -658174.437500 Penalty: 2583.772217
	Iteration 53Q: 3 clusters Score -658174.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -658181.437500 Penalty: 2583.772217
	Iteration 54Q: 3 clusters Score -658181.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -658189.687500 Penalty: 2583.772217
	Iteration 55Q: 3 clusters Score -658189.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -658200.937500 Penalty: 2583.772217
	Iteration 56Q: 3 clusters Score -658200.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -658205.437500 Penalty: 2583.772217
	Iteration 57Q: 3 clusters Score -658205.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -658211.625000 Penalty: 2583.772217
	Iteration 58Q: 3 clusters Score -658211.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -658217.812500 Penalty: 2583.772217
	Iteration 59Q: 3 clusters Score -658217.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -658223.437500 Penalty: 2583.772217
	Iteration 60F: 3 clusters Score -658223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -658226.875000 Penalty: 2583.772217
	Iteration 61Q: 3 clusters Score -658226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -658230.250000 Penalty: 2583.772217
	Iteration 62Q: 3 clusters Score -658230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -658230.500000 Penalty: 2583.772217
	Iteration 63Q: 3 clusters Score -658230.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -658236.500000 Penalty: 2583.772217
	Iteration 64Q: 3 clusters Score -658236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -658241.937500 Penalty: 2583.772217
	Iteration 65Q: 3 clusters Score -658241.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -658247.750000 Penalty: 2583.772217
	Iteration 66Q: 3 clusters Score -658247.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -658252.750000 Penalty: 2583.772217
	Iteration 67Q: 3 clusters Score -658252.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -658262.875000 Penalty: 2583.772217
	Iteration 68Q: 3 clusters Score -658262.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -658271.812500 Penalty: 2583.772217
	Iteration 69Q: 3 clusters Score -658271.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -658278.625000 Penalty: 2583.772217
	Iteration 70Q: 3 clusters Score -658278.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -658281.500000 Penalty: 2583.772217
	Iteration 71Q: 3 clusters Score -658281.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -658286.000000 Penalty: 2583.772217
	Iteration 72Q: 3 clusters Score -658286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -658289.187500 Penalty: 2583.772217
	Iteration 73Q: 3 clusters Score -658289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -658290.812500 Penalty: 2583.772217
	Iteration 74Q: 3 clusters Score -658290.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -658294.937500 Penalty: 2583.772217
	Iteration 75Q: 3 clusters Score -658294.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -658297.750000 Penalty: 2583.772217
	Iteration 76Q: 3 clusters Score -658297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -658301.687500 Penalty: 2583.772217
	Iteration 77Q: 3 clusters Score -658301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -658303.250000 Penalty: 2583.772217
	Iteration 78Q: 3 clusters Score -658303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -658308.687500 Penalty: 2583.772217
	Iteration 79Q: 3 clusters Score -658308.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -658315.687500 Penalty: 2583.772217
	Iteration 80F: 3 clusters Score -658315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -658324.937500 Penalty: 2583.772217
	Iteration 81Q: 3 clusters Score -658324.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -658338.000000 Penalty: 2583.772217
	Iteration 82Q: 3 clusters Score -658338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -658355.625000 Penalty: 2583.772217
	Iteration 83Q: 3 clusters Score -658355.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -658372.750000 Penalty: 2583.772217
	Iteration 84Q: 3 clusters Score -658372.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -658395.875000 Penalty: 2583.772217
	Iteration 85Q: 3 clusters Score -658395.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -658430.937500 Penalty: 2583.772217
	Iteration 86Q: 3 clusters Score -658430.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -658470.937500 Penalty: 2583.772217
	Iteration 87Q: 3 clusters Score -658470.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -658512.687500 Penalty: 2583.772217
	Iteration 88Q: 3 clusters Score -658512.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -658555.562500 Penalty: 2583.772217
	Iteration 89Q: 3 clusters Score -658555.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -658601.250000 Penalty: 2583.772217
	Iteration 90Q: 3 clusters Score -658601.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -658656.000000 Penalty: 2583.772217
	Iteration 91Q: 3 clusters Score -658656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -658716.375000 Penalty: 2583.772217
	Iteration 92Q: 3 clusters Score -658716.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -658786.562500 Penalty: 2583.772217
	Iteration 93Q: 3 clusters Score -658786.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -658862.187500 Penalty: 2583.772217
	Iteration 94Q: 3 clusters Score -658862.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -658940.687500 Penalty: 2583.772217
	Iteration 95Q: 3 clusters Score -658940.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -659022.812500 Penalty: 2583.772217
	Iteration 96Q: 3 clusters Score -659022.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -659091.062500 Penalty: 2583.772217
	Iteration 97Q: 3 clusters Score -659091.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -659164.625000 Penalty: 2583.772217
	Iteration 98Q: 3 clusters Score -659164.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -659238.562500 Penalty: 2583.772217
	Iteration 99Q: 3 clusters Score -659238.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -659306.625000 Penalty: 2583.772217
	Iteration 100F: 3 clusters Score -659306.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -659378.062500 Penalty: 2583.772217
	Iteration 101Q: 3 clusters Score -659378.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -659437.750000 Penalty: 2583.772217
	Iteration 102Q: 3 clusters Score -659437.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -659481.687500 Penalty: 2583.772217
	Iteration 103Q: 3 clusters Score -659481.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -659524.187500 Penalty: 2583.772217
	Iteration 104Q: 3 clusters Score -659524.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -659556.062500 Penalty: 2583.772217
	Iteration 105Q: 3 clusters Score -659556.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -659578.750000 Penalty: 2583.772217
	Iteration 106Q: 3 clusters Score -659578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -659597.500000 Penalty: 2583.772217
	Iteration 107Q: 3 clusters Score -659597.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -659609.562500 Penalty: 2583.772217
	Iteration 108Q: 3 clusters Score -659609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -659617.625000 Penalty: 2583.772217
	Iteration 109Q: 3 clusters Score -659617.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -659625.125000 Penalty: 2583.772217
	Iteration 110Q: 3 clusters Score -659625.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -659635.687500 Penalty: 2583.772217
	Iteration 111Q: 3 clusters Score -659635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -659645.125000 Penalty: 2583.772217
	Iteration 112Q: 3 clusters Score -659645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -659650.937500 Penalty: 2583.772217
	Iteration 113Q: 3 clusters Score -659650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -659658.625000 Penalty: 2583.772217
	Iteration 114Q: 3 clusters Score -659658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -659666.000000 Penalty: 2583.772217
	Iteration 115Q: 3 clusters Score -659666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -659672.625000 Penalty: 2583.772217
	Iteration 116Q: 3 clusters Score -659672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -659677.750000 Penalty: 2583.772217
	Iteration 117Q: 3 clusters Score -659677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -659683.750000 Penalty: 2583.772217
	Iteration 118Q: 3 clusters Score -659683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -659690.937500 Penalty: 2583.772217
	Iteration 119Q: 3 clusters Score -659690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -659697.375000 Penalty: 2583.772217
	Iteration 120F: 3 clusters Score -659697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -659700.187500 Penalty: 2583.772217
	Iteration 121Q: 3 clusters Score -659700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -659705.187500 Penalty: 2583.772217
	Iteration 122Q: 3 clusters Score -659705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -659706.812500 Penalty: 2583.772217
	Iteration 123Q: 3 clusters Score -659706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -659710.437500 Penalty: 2583.772217
	Iteration 124Q: 3 clusters Score -659710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -659711.625000 Penalty: 2583.772217
	Iteration 125Q: 3 clusters Score -659711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -659711.625000 Penalty: 2583.772217
	Iteration 126F: 3 clusters Score -659711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 46265 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66749 members 
Mstep: Class 19 contains 68573 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 16297 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41073 members 
Mstep: Class 33 contains 36016 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50492 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 18065 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45846 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 12086 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15330 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7214 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9585 members 
Mstep: Class 57 contains 85928 members 
Mstep: Class 58 contains 9922 members 
Mstep: Class 59 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111061888.000000 Penalty: 123378.664062
Iteration 239Q: 61 clusters Score -1.110619e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 62920 members 
Mstep: Class 12 contains 46265 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32050 members 
Mstep: Class 16 contains 14442 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66750 members 
Mstep: Class 19 contains 68573 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67073 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7712 members 
Mstep: Class 29 contains 16618 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 36015 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50492 members 
Mstep: Class 36 contains 21066 members 
Mstep: Class 37 contains 18091 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45863 members 
Mstep: Class 43 contains 8114 members 
Mstep: Class 44 contains 12086 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15344 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7226 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9598 members 
Mstep: Class 57 contains 85907 members 
Mstep: Class 58 contains 9940 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 55181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062200.000000 Penalty: 123378.664062
Iteration 240F: 61 clusters Score -1.110622e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24445 members 
Mstep: Class 11 contains 62925 members 
Mstep: Class 12 contains 46244 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32053 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66715 members 
Mstep: Class 19 contains 68580 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 67078 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7712 members 
Mstep: Class 29 contains 16713 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 41119 members 
Mstep: Class 33 contains 36014 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 21071 members 
Mstep: Class 37 contains 18034 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45872 members 
Mstep: Class 43 contains 8121 members 
Mstep: Class 44 contains 12087 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15343 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7226 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9590 members 
Mstep: Class 57 contains 85891 members 
Mstep: Class 58 contains 9943 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 55150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062216.000000 Penalty: 123378.664062
Iteration 241Q: 61 clusters Score -1.110622e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62926 members 
Mstep: Class 12 contains 46231 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66688 members 
Mstep: Class 19 contains 68593 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7713 members 
Mstep: Class 29 contains 16748 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11550 members 
Mstep: Class 32 contains 41157 members 
Mstep: Class 33 contains 36008 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50496 members 
Mstep: Class 36 contains 21072 members 
Mstep: Class 37 contains 18015 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45874 members 
Mstep: Class 43 contains 8126 members 
Mstep: Class 44 contains 12088 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15341 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7227 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9586 members 
Mstep: Class 57 contains 85874 members 
Mstep: Class 58 contains 9943 members 
Mstep: Class 59 contains 5897 members 
Mstep: Class 60 contains 55129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062336.000000 Penalty: 123378.664062
Iteration 242Q: 61 clusters Score -1.110623e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62925 members 
Mstep: Class 12 contains 46224 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66665 members 
Mstep: Class 19 contains 68601 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7714 members 
Mstep: Class 29 contains 16770 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11549 members 
Mstep: Class 32 contains 41180 members 
Mstep: Class 33 contains 36008 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50495 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45874 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7230 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9584 members 
Mstep: Class 57 contains 85871 members 
Mstep: Class 58 contains 9943 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 55118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062464.000000 Penalty: 123378.664062
Iteration 243Q: 61 clusters Score -1.110625e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46222 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66645 members 
Mstep: Class 19 contains 68606 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7719 members 
Mstep: Class 29 contains 16778 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11549 members 
Mstep: Class 32 contains 41192 members 
Mstep: Class 33 contains 36008 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45875 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7231 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9580 members 
Mstep: Class 57 contains 85875 members 
Mstep: Class 58 contains 9942 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062488.000000 Penalty: 123378.664062
Iteration 244Q: 61 clusters Score -1.110625e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6200 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46215 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32062 members 
Mstep: Class 16 contains 14436 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66623 members 
Mstep: Class 19 contains 68610 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7722 members 
Mstep: Class 29 contains 16780 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11549 members 
Mstep: Class 32 contains 41197 members 
Mstep: Class 33 contains 36009 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3167 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7232 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9575 members 
Mstep: Class 57 contains 85889 members 
Mstep: Class 58 contains 9945 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062488.000000 Penalty: 123378.664062
Iteration 245Q: 61 clusters Score -1.110625e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46211 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14434 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 68610 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7723 members 
Mstep: Class 29 contains 16784 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11549 members 
Mstep: Class 32 contains 41203 members 
Mstep: Class 33 contains 36013 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 17997 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45878 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3168 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7232 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9572 members 
Mstep: Class 57 contains 85900 members 
Mstep: Class 58 contains 9946 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 55115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062424.000000 Penalty: 123378.664062
Iteration 246Q: 61 clusters Score -1.110624e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 62921 members 
Mstep: Class 12 contains 46209 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32064 members 
Mstep: Class 16 contains 14432 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66588 members 
Mstep: Class 19 contains 68612 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7726 members 
Mstep: Class 29 contains 16786 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11548 members 
Mstep: Class 32 contains 41209 members 
Mstep: Class 33 contains 36014 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 17999 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6720 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45880 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3169 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15337 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7232 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9568 members 
Mstep: Class 57 contains 85905 members 
Mstep: Class 58 contains 9946 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 55116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062512.000000 Penalty: 123378.664062
Iteration 247Q: 61 clusters Score -1.110625e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24445 members 
Mstep: Class 11 contains 62922 members 
Mstep: Class 12 contains 46205 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32066 members 
Mstep: Class 16 contains 14430 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66580 members 
Mstep: Class 19 contains 68613 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 16786 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11547 members 
Mstep: Class 32 contains 41213 members 
Mstep: Class 33 contains 36014 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50492 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6720 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45880 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15337 members 
Mstep: Class 50 contains 5953 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7232 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9562 members 
Mstep: Class 57 contains 85910 members 
Mstep: Class 58 contains 9946 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 55115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062464.000000 Penalty: 123378.664062
Iteration 248Q: 61 clusters Score -1.110625e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24444 members 
Mstep: Class 11 contains 62922 members 
Mstep: Class 12 contains 46202 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 68618 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7734 members 
Mstep: Class 29 contains 16786 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11545 members 
Mstep: Class 32 contains 41216 members 
Mstep: Class 33 contains 36011 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50494 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6720 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45880 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15337 members 
Mstep: Class 50 contains 5953 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7232 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9557 members 
Mstep: Class 57 contains 85914 members 
Mstep: Class 58 contains 9948 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062496.000000 Penalty: 123378.664062
Iteration 249Q: 61 clusters Score -1.110625e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46199 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66567 members 
Mstep: Class 19 contains 68621 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7736 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41218 members 
Mstep: Class 33 contains 36010 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50496 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45878 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15337 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7233 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9555 members 
Mstep: Class 57 contains 85922 members 
Mstep: Class 58 contains 9948 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 55113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062560.000000 Penalty: 123378.664062
Iteration 250Q: 61 clusters Score -1.110626e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46199 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66560 members 
Mstep: Class 19 contains 68621 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 7740 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41221 members 
Mstep: Class 33 contains 36008 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50495 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 17999 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45878 members 
Mstep: Class 43 contains 8131 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15337 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7233 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9554 members 
Mstep: Class 57 contains 85926 members 
Mstep: Class 58 contains 9948 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062568.000000 Penalty: 123378.664062
Iteration 251Q: 61 clusters Score -1.110626e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46198 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66556 members 
Mstep: Class 19 contains 68623 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6261 members 
Mstep: Class 28 contains 7740 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41224 members 
Mstep: Class 33 contains 36006 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8131 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2518 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7233 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9553 members 
Mstep: Class 57 contains 85929 members 
Mstep: Class 58 contains 9948 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062536.000000 Penalty: 123378.664062
Iteration 252Q: 61 clusters Score -1.110625e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46197 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66553 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6261 members 
Mstep: Class 28 contains 7743 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41226 members 
Mstep: Class 33 contains 36005 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50493 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8131 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7234 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9547 members 
Mstep: Class 57 contains 85929 members 
Mstep: Class 58 contains 9948 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062536.000000 Penalty: 123378.664062
Iteration 253Q: 61 clusters Score -1.110625e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46197 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66549 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 7747 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 36005 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50492 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11274 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9543 members 
Mstep: Class 57 contains 85932 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062512.000000 Penalty: 123378.664062
Iteration 254Q: 61 clusters Score -1.110625e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46197 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66547 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6263 members 
Mstep: Class 28 contains 7752 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41226 members 
Mstep: Class 33 contains 36004 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50491 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11275 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9538 members 
Mstep: Class 57 contains 85934 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062512.000000 Penalty: 123378.664062
Iteration 255Q: 61 clusters Score -1.110625e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46197 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32064 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66544 members 
Mstep: Class 19 contains 68628 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6266 members 
Mstep: Class 28 contains 7756 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 36003 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50488 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11276 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9534 members 
Mstep: Class 57 contains 85933 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062544.000000 Penalty: 123378.664062
Iteration 256Q: 61 clusters Score -1.110625e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32065 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66542 members 
Mstep: Class 19 contains 68631 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6271 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 36000 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12089 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15338 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9532 members 
Mstep: Class 57 contains 85934 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062520.000000 Penalty: 123378.664062
Iteration 257Q: 61 clusters Score -1.110625e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32066 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66541 members 
Mstep: Class 19 contains 68630 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11543 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 35999 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6717 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12090 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85935 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062496.000000 Penalty: 123378.664062
Iteration 258Q: 61 clusters Score -1.110625e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66536 members 
Mstep: Class 19 contains 68629 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6276 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 11542 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 36000 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6716 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85939 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062528.000000 Penalty: 123378.664062
Iteration 259Q: 61 clusters Score -1.110625e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66534 members 
Mstep: Class 19 contains 68627 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 36002 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6717 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12092 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3170 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85940 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062536.000000 Penalty: 123378.664062
Iteration 260F: 61 clusters Score -1.110625e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66533 members 
Mstep: Class 19 contains 68627 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6278 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 36001 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6717 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3171 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85940 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062544.000000 Penalty: 123378.664062
Iteration 261Q: 61 clusters Score -1.110625e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66532 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6279 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11544 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 35997 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12093 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3171 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5954 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85941 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062552.000000 Penalty: 123378.664062
Iteration 262Q: 61 clusters Score -1.110626e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66532 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6282 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11543 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 35995 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50483 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6717 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12093 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3172 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85941 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062520.000000 Penalty: 123378.664062
Iteration 263Q: 61 clusters Score -1.110625e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66532 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11543 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 35994 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12092 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3173 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5955 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85939 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062536.000000 Penalty: 123378.664062
Iteration 264Q: 61 clusters Score -1.110625e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66532 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11540 members 
Mstep: Class 32 contains 41227 members 
Mstep: Class 33 contains 35988 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50481 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6721 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12092 members 
Mstep: Class 45 contains 2520 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3174 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5957 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11278 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85936 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062584.000000 Penalty: 123378.664062
Iteration 265Q: 61 clusters Score -1.110626e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66530 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67083 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11533 members 
Mstep: Class 32 contains 41229 members 
Mstep: Class 33 contains 35986 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50481 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6723 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12094 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3175 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5960 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85935 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062656.000000 Penalty: 123378.664062
Iteration 266Q: 61 clusters Score -1.110627e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46193 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66529 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67085 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11527 members 
Mstep: Class 32 contains 41229 members 
Mstep: Class 33 contains 35987 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50481 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6725 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12098 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3176 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5964 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85935 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062712.000000 Penalty: 123378.664062
Iteration 267Q: 61 clusters Score -1.110627e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46193 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66529 members 
Mstep: Class 19 contains 68622 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67089 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11521 members 
Mstep: Class 32 contains 41231 members 
Mstep: Class 33 contains 35984 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6727 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12099 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5966 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85931 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062672.000000 Penalty: 123378.664062
Iteration 268Q: 61 clusters Score -1.110627e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46193 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 14424 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66528 members 
Mstep: Class 19 contains 68623 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67087 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11516 members 
Mstep: Class 32 contains 41232 members 
Mstep: Class 33 contains 35982 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50483 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6729 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12099 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3178 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5967 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85931 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062712.000000 Penalty: 123378.664062
Iteration 269Q: 61 clusters Score -1.110627e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24445 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 46192 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 14421 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66527 members 
Mstep: Class 19 contains 68625 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67086 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11512 members 
Mstep: Class 32 contains 41232 members 
Mstep: Class 33 contains 35979 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18000 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6730 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12100 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3178 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5969 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85931 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062688.000000 Penalty: 123378.664062
Iteration 270Q: 61 clusters Score -1.110627e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24444 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46192 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 14421 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66526 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 67083 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11506 members 
Mstep: Class 32 contains 41234 members 
Mstep: Class 33 contains 35978 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6730 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12102 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3178 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5971 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85929 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062720.000000 Penalty: 123378.664062
Iteration 271Q: 61 clusters Score -1.110627e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24444 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46191 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 14421 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66525 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67082 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11502 members 
Mstep: Class 32 contains 41236 members 
Mstep: Class 33 contains 35977 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6731 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12103 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3178 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5974 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85927 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062728.000000 Penalty: 123378.664062
Iteration 272Q: 61 clusters Score -1.110627e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46190 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 14420 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66523 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67083 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6282 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11496 members 
Mstep: Class 32 contains 41242 members 
Mstep: Class 33 contains 35979 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6733 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45876 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12105 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3178 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5978 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85923 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062704.000000 Penalty: 123378.664062
Iteration 273Q: 61 clusters Score -1.110627e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46188 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66521 members 
Mstep: Class 19 contains 68627 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67085 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6279 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11491 members 
Mstep: Class 32 contains 41246 members 
Mstep: Class 33 contains 35979 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6735 members 
Mstep: Class 40 contains 6687 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2786 members 
Mstep: Class 47 contains 3176 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5980 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11279 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85920 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062736.000000 Penalty: 123378.664062
Iteration 274Q: 61 clusters Score -1.110627e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66518 members 
Mstep: Class 19 contains 68627 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67085 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11491 members 
Mstep: Class 32 contains 41251 members 
Mstep: Class 33 contains 35978 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6736 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45878 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3176 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5981 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85919 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062784.000000 Penalty: 123378.664062
Iteration 275Q: 61 clusters Score -1.110628e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24441 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66517 members 
Mstep: Class 19 contains 68627 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67085 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 41255 members 
Mstep: Class 33 contains 35976 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6737 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12107 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3176 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5984 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85916 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062808.000000 Penalty: 123378.664062
Iteration 276Q: 61 clusters Score -1.110628e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24440 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66517 members 
Mstep: Class 19 contains 68627 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67083 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16787 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11487 members 
Mstep: Class 32 contains 41258 members 
Mstep: Class 33 contains 35976 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18001 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6737 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3176 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5984 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85913 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062832.000000 Penalty: 123378.664062
Iteration 277Q: 61 clusters Score -1.110628e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7288 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67081 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 6276 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16788 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11485 members 
Mstep: Class 32 contains 41262 members 
Mstep: Class 33 contains 35975 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6737 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3176 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5987 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85910 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062808.000000 Penalty: 123378.664062
Iteration 278Q: 61 clusters Score -1.110628e+08 nChanged 34
Entering ConstructFrom: 
Score: -111062808.000000 Penalty: 123378.664062
Entering ConstructFrom: 
Trying to split cluster 1 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -356566.812500 Penalty: 1196.370605
	Iteration 0F: 2 clusters Score -356566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354009.875000 Penalty: 2392.741211
	Iteration 0F: 3 clusters Score -354009.9 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354646.562500 Penalty: 2392.741211
	Iteration 1F: 3 clusters Score -354646.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -354811.875000 Penalty: 2392.741211
	Iteration 2F: 3 clusters Score -354811.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -354919.062500 Penalty: 2392.741211
	Iteration 3F: 3 clusters Score -354919.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -354975.843750 Penalty: 2392.741211
	Iteration 4Q: 3 clusters Score -354975.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -355014.468750 Penalty: 2392.741211
	Iteration 5Q: 3 clusters Score -355014.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -355050.312500 Penalty: 2392.741211
	Iteration 6Q: 3 clusters Score -355050.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -355073.843750 Penalty: 2392.741211
	Iteration 7Q: 3 clusters Score -355073.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355096.406250 Penalty: 2392.741211
	Iteration 8Q: 3 clusters Score -355096.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -355111.656250 Penalty: 2392.741211
	Iteration 9Q: 3 clusters Score -355111.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -355120.500000 Penalty: 2392.741211
	Iteration 10Q: 3 clusters Score -355120.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -355130.093750 Penalty: 2392.741211
	Iteration 11Q: 3 clusters Score -355130.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -355142.625000 Penalty: 2392.741211
	Iteration 12Q: 3 clusters Score -355142.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -355158.218750 Penalty: 2392.741211
	Iteration 13Q: 3 clusters Score -355158.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -355179.125000 Penalty: 2392.741211
	Iteration 14Q: 3 clusters Score -355179.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -355204.281250 Penalty: 2392.741211
	Iteration 15Q: 3 clusters Score -355204.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -355226.437500 Penalty: 2392.741211
	Iteration 16Q: 3 clusters Score -355226.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -355244.156250 Penalty: 2392.741211
	Iteration 17Q: 3 clusters Score -355244.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -355256.875000 Penalty: 2392.741211
	Iteration 18Q: 3 clusters Score -355256.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -355270.031250 Penalty: 2392.741211
	Iteration 19Q: 3 clusters Score -355270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -355276.187500 Penalty: 2392.741211
	Iteration 20F: 3 clusters Score -355276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -355282.312500 Penalty: 2392.741211
	Iteration 21Q: 3 clusters Score -355282.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -355288.062500 Penalty: 2392.741211
	Iteration 22Q: 3 clusters Score -355288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -355293.187500 Penalty: 2392.741211
	Iteration 23Q: 3 clusters Score -355293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -355296.218750 Penalty: 2392.741211
	Iteration 24Q: 3 clusters Score -355296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -355301.625000 Penalty: 2392.741211
	Iteration 25Q: 3 clusters Score -355301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -355305.125000 Penalty: 2392.741211
	Iteration 26Q: 3 clusters Score -355305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -355307.562500 Penalty: 2392.741211
	Iteration 27Q: 3 clusters Score -355307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -355309.312500 Penalty: 2392.741211
	Iteration 28Q: 3 clusters Score -355309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -355311.343750 Penalty: 2392.741211
	Iteration 29Q: 3 clusters Score -355311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -355312.468750 Penalty: 2392.741211
	Iteration 30Q: 3 clusters Score -355312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -355314.281250 Penalty: 2392.741211
	Iteration 31Q: 3 clusters Score -355314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -355315.406250 Penalty: 2392.741211
	Iteration 32Q: 3 clusters Score -355315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -355315.312500 Penalty: 2392.741211
	Iteration 33Q: 3 clusters Score -355315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -355316.406250 Penalty: 2392.741211
	Iteration 34Q: 3 clusters Score -355316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -355317.718750 Penalty: 2392.741211
	Iteration 35Q: 3 clusters Score -355317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -355319.281250 Penalty: 2392.741211
	Iteration 36Q: 3 clusters Score -355319.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -355321.937500 Penalty: 2392.741211
	Iteration 37Q: 3 clusters Score -355321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -355322.968750 Penalty: 2392.741211
	Iteration 38Q: 3 clusters Score -355323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -355322.531250 Penalty: 2392.741211
	Iteration 39Q: 3 clusters Score -355322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -355322.531250 Penalty: 2392.741211
	Iteration 40F: 3 clusters Score -355322.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -735044.875000 Penalty: 1299.414917
	Iteration 0F: 2 clusters Score -735044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -730578.437500 Penalty: 2598.829834
	Iteration 0F: 3 clusters Score -730578.4 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -731896.562500 Penalty: 2598.829834
	Iteration 1F: 3 clusters Score -731896.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -732163.937500 Penalty: 2598.829834
	Iteration 2F: 3 clusters Score -732163.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -732330.687500 Penalty: 2598.829834
	Iteration 3F: 3 clusters Score -732330.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -732446.500000 Penalty: 2598.829834
	Iteration 4Q: 3 clusters Score -732446.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -732541.812500 Penalty: 2598.829834
	Iteration 5Q: 3 clusters Score -732541.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -732610.250000 Penalty: 2598.829834
	Iteration 6Q: 3 clusters Score -732610.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -732666.000000 Penalty: 2598.829834
	Iteration 7Q: 3 clusters Score -732666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -732708.937500 Penalty: 2598.829834
	Iteration 8Q: 3 clusters Score -732708.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -732749.687500 Penalty: 2598.829834
	Iteration 9Q: 3 clusters Score -732749.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -732791.687500 Penalty: 2598.829834
	Iteration 10Q: 3 clusters Score -732791.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -732837.812500 Penalty: 2598.829834
	Iteration 11Q: 3 clusters Score -732837.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -732874.437500 Penalty: 2598.829834
	Iteration 12Q: 3 clusters Score -732874.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -732911.000000 Penalty: 2598.829834
	Iteration 13Q: 3 clusters Score -732911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -732957.062500 Penalty: 2598.829834
	Iteration 14Q: 3 clusters Score -732957.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -733017.375000 Penalty: 2598.829834
	Iteration 15Q: 3 clusters Score -733017.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -733068.625000 Penalty: 2598.829834
	Iteration 16Q: 3 clusters Score -733068.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -733128.875000 Penalty: 2598.829834
	Iteration 17Q: 3 clusters Score -733128.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -733187.500000 Penalty: 2598.829834
	Iteration 18Q: 3 clusters Score -733187.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -733242.750000 Penalty: 2598.829834
	Iteration 19Q: 3 clusters Score -733242.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -733316.062500 Penalty: 2598.829834
	Iteration 20F: 3 clusters Score -733316.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -733394.437500 Penalty: 2598.829834
	Iteration 21Q: 3 clusters Score -733394.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -733465.125000 Penalty: 2598.829834
	Iteration 22Q: 3 clusters Score -733465.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -733528.062500 Penalty: 2598.829834
	Iteration 23Q: 3 clusters Score -733528.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -733584.562500 Penalty: 2598.829834
	Iteration 24Q: 3 clusters Score -733584.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -733633.125000 Penalty: 2598.829834
	Iteration 25Q: 3 clusters Score -733633.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -733682.750000 Penalty: 2598.829834
	Iteration 26Q: 3 clusters Score -733682.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -733727.562500 Penalty: 2598.829834
	Iteration 27Q: 3 clusters Score -733727.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -733768.937500 Penalty: 2598.829834
	Iteration 28Q: 3 clusters Score -733768.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -733817.937500 Penalty: 2598.829834
	Iteration 29Q: 3 clusters Score -733817.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -733842.562500 Penalty: 2598.829834
	Iteration 30Q: 3 clusters Score -733842.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -733871.500000 Penalty: 2598.829834
	Iteration 31Q: 3 clusters Score -733871.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -733897.125000 Penalty: 2598.829834
	Iteration 32Q: 3 clusters Score -733897.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -733920.750000 Penalty: 2598.829834
	Iteration 33Q: 3 clusters Score -733920.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -733945.062500 Penalty: 2598.829834
	Iteration 34Q: 3 clusters Score -733945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -733961.562500 Penalty: 2598.829834
	Iteration 35Q: 3 clusters Score -733961.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -733976.437500 Penalty: 2598.829834
	Iteration 36Q: 3 clusters Score -733976.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -733989.375000 Penalty: 2598.829834
	Iteration 37Q: 3 clusters Score -733989.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -734000.625000 Penalty: 2598.829834
	Iteration 38Q: 3 clusters Score -734000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -734009.125000 Penalty: 2598.829834
	Iteration 39Q: 3 clusters Score -734009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -734012.437500 Penalty: 2598.829834
	Iteration 40F: 3 clusters Score -734012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -734013.312500 Penalty: 2598.829834
	Iteration 41Q: 3 clusters Score -734013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -734013.312500 Penalty: 2598.829834
	Iteration 42F: 3 clusters Score -734013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -187612.468750 Penalty: 1105.247559
	Iteration 0F: 2 clusters Score -187612.5 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 803 members 
Entering Unmasked Estep 
Score: -185940.546875 Penalty: 2210.495117
	Iteration 0F: 3 clusters Score -185940.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -186328.875000 Penalty: 2210.495117
	Iteration 1F: 3 clusters Score -186328.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186425.593750 Penalty: 2210.495117
	Iteration 2F: 3 clusters Score -186425.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -186474.343750 Penalty: 2210.495117
	Iteration 3Q: 3 clusters Score -186474.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -186501.375000 Penalty: 2210.495117
	Iteration 4Q: 3 clusters Score -186501.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186525.453125 Penalty: 2210.495117
	Iteration 5Q: 3 clusters Score -186525.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186541.078125 Penalty: 2210.495117
	Iteration 6Q: 3 clusters Score -186541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186551.546875 Penalty: 2210.495117
	Iteration 7Q: 3 clusters Score -186551.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -186565.171875 Penalty: 2210.495117
	Iteration 8Q: 3 clusters Score -186565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186570.937500 Penalty: 2210.495117
	Iteration 9Q: 3 clusters Score -186570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186574.593750 Penalty: 2210.495117
	Iteration 10Q: 3 clusters Score -186574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -186581.859375 Penalty: 2210.495117
	Iteration 11Q: 3 clusters Score -186581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -186583.968750 Penalty: 2210.495117
	Iteration 12Q: 3 clusters Score -186584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -186584.734375 Penalty: 2210.495117
	Iteration 13Q: 3 clusters Score -186584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186587.140625 Penalty: 2210.495117
	Iteration 14Q: 3 clusters Score -186587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -186587.875000 Penalty: 2210.495117
	Iteration 15Q: 3 clusters Score -186587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -186588.500000 Penalty: 2210.495117
	Iteration 16Q: 3 clusters Score -186588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -186588.500000 Penalty: 2210.495117
	Iteration 17F: 3 clusters Score -186588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -244000.796875 Penalty: 1152.004761
	Iteration 0F: 2 clusters Score -244000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -241932.171875 Penalty: 2304.009521
	Iteration 0F: 3 clusters Score -241932.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242491.890625 Penalty: 2304.009521
	Iteration 1F: 3 clusters Score -242491.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242676.578125 Penalty: 2304.009521
	Iteration 2F: 3 clusters Score -242676.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -242792.546875 Penalty: 2304.009521
	Iteration 3F: 3 clusters Score -242792.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242861.984375 Penalty: 2304.009521
	Iteration 4Q: 3 clusters Score -242862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -242900.640625 Penalty: 2304.009521
	Iteration 5Q: 3 clusters Score -242900.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242936.890625 Penalty: 2304.009521
	Iteration 6Q: 3 clusters Score -242936.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242972.000000 Penalty: 2304.009521
	Iteration 7Q: 3 clusters Score -242972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243004.703125 Penalty: 2304.009521
	Iteration 8Q: 3 clusters Score -243004.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243039.468750 Penalty: 2304.009521
	Iteration 9Q: 3 clusters Score -243039.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -243071.546875 Penalty: 2304.009521
	Iteration 10Q: 3 clusters Score -243071.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -243113.265625 Penalty: 2304.009521
	Iteration 11Q: 3 clusters Score -243113.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -243145.765625 Penalty: 2304.009521
	Iteration 12Q: 3 clusters Score -243145.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243172.390625 Penalty: 2304.009521
	Iteration 13Q: 3 clusters Score -243172.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -243197.140625 Penalty: 2304.009521
	Iteration 14Q: 3 clusters Score -243197.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -243222.203125 Penalty: 2304.009521
	Iteration 15Q: 3 clusters Score -243222.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243248.171875 Penalty: 2304.009521
	Iteration 16Q: 3 clusters Score -243248.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243264.687500 Penalty: 2304.009521
	Iteration 17Q: 3 clusters Score -243264.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -243277.375000 Penalty: 2304.009521
	Iteration 18Q: 3 clusters Score -243277.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243292.937500 Penalty: 2304.009521
	Iteration 19Q: 3 clusters Score -243292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -243305.125000 Penalty: 2304.009521
	Iteration 20F: 3 clusters Score -243305.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243319.984375 Penalty: 2304.009521
	Iteration 21Q: 3 clusters Score -243320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243332.718750 Penalty: 2304.009521
	Iteration 22Q: 3 clusters Score -243332.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243339.125000 Penalty: 2304.009521
	Iteration 23Q: 3 clusters Score -243339.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -243344.218750 Penalty: 2304.009521
	Iteration 24Q: 3 clusters Score -243344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243349.187500 Penalty: 2304.009521
	Iteration 25Q: 3 clusters Score -243349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243352.750000 Penalty: 2304.009521
	Iteration 26Q: 3 clusters Score -243352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243359.171875 Penalty: 2304.009521
	Iteration 27Q: 3 clusters Score -243359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -243363.187500 Penalty: 2304.009521
	Iteration 28Q: 3 clusters Score -243363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -243363.671875 Penalty: 2304.009521
	Iteration 29Q: 3 clusters Score -243363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243364.062500 Penalty: 2304.009521
	Iteration 30Q: 3 clusters Score -243364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -243365.718750 Penalty: 2304.009521
	Iteration 31Q: 3 clusters Score -243365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -243370.140625 Penalty: 2304.009521
	Iteration 32Q: 3 clusters Score -243370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -243379.218750 Penalty: 2304.009521
	Iteration 33Q: 3 clusters Score -243379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -243385.359375 Penalty: 2304.009521
	Iteration 34Q: 3 clusters Score -243385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -243387.078125 Penalty: 2304.009521
	Iteration 35Q: 3 clusters Score -243387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243389.781250 Penalty: 2304.009521
	Iteration 36Q: 3 clusters Score -243389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -243392.281250 Penalty: 2304.009521
	Iteration 37Q: 3 clusters Score -243392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -243394.875000 Penalty: 2304.009521
	Iteration 38Q: 3 clusters Score -243394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -243396.296875 Penalty: 2304.009521
	Iteration 39Q: 3 clusters Score -243396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -243398.234375 Penalty: 2304.009521
	Iteration 40F: 3 clusters Score -243398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243400.265625 Penalty: 2304.009521
	Iteration 41Q: 3 clusters Score -243400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243400.812500 Penalty: 2304.009521
	Iteration 42Q: 3 clusters Score -243400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243401.125000 Penalty: 2304.009521
	Iteration 43Q: 3 clusters Score -243401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243402.093750 Penalty: 2304.009521
	Iteration 44Q: 3 clusters Score -243402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243402.093750 Penalty: 2304.009521
	Iteration 45F: 3 clusters Score -243402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Entering Unmasked Estep 
Score: -754821.625000 Penalty: 1323.465698
	Iteration 0F: 2 clusters Score -754821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -749764.187500 Penalty: 2646.931396
	Iteration 0F: 3 clusters Score -749764.2 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -751344.375000 Penalty: 2646.931396
	Iteration 1F: 3 clusters Score -751344.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -751647.687500 Penalty: 2646.931396
	Iteration 2F: 3 clusters Score -751647.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -751858.375000 Penalty: 2646.931396
	Iteration 3F: 3 clusters Score -751858.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -752029.062500 Penalty: 2646.931396
	Iteration 4Q: 3 clusters Score -752029.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -752208.812500 Penalty: 2646.931396
	Iteration 5Q: 3 clusters Score -752208.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -752370.062500 Penalty: 2646.931396
	Iteration 6Q: 3 clusters Score -752370.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -752505.750000 Penalty: 2646.931396
	Iteration 7Q: 3 clusters Score -752505.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -752627.687500 Penalty: 2646.931396
	Iteration 8Q: 3 clusters Score -752627.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -752736.812500 Penalty: 2646.931396
	Iteration 9Q: 3 clusters Score -752736.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -752869.125000 Penalty: 2646.931396
	Iteration 10Q: 3 clusters Score -752869.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -752996.312500 Penalty: 2646.931396
	Iteration 11Q: 3 clusters Score -752996.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -753135.250000 Penalty: 2646.931396
	Iteration 12Q: 3 clusters Score -753135.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -753258.437500 Penalty: 2646.931396
	Iteration 13Q: 3 clusters Score -753258.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -753363.437500 Penalty: 2646.931396
	Iteration 14Q: 3 clusters Score -753363.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -753450.312500 Penalty: 2646.931396
	Iteration 15Q: 3 clusters Score -753450.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -753519.375000 Penalty: 2646.931396
	Iteration 16Q: 3 clusters Score -753519.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -753582.687500 Penalty: 2646.931396
	Iteration 17Q: 3 clusters Score -753582.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -753645.500000 Penalty: 2646.931396
	Iteration 18Q: 3 clusters Score -753645.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -753687.250000 Penalty: 2646.931396
	Iteration 19Q: 3 clusters Score -753687.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -753721.750000 Penalty: 2646.931396
	Iteration 20F: 3 clusters Score -753721.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -753757.812500 Penalty: 2646.931396
	Iteration 21Q: 3 clusters Score -753757.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -753790.000000 Penalty: 2646.931396
	Iteration 22Q: 3 clusters Score -753790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -753824.125000 Penalty: 2646.931396
	Iteration 23Q: 3 clusters Score -753824.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -753852.187500 Penalty: 2646.931396
	Iteration 24Q: 3 clusters Score -753852.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -753893.062500 Penalty: 2646.931396
	Iteration 25Q: 3 clusters Score -753893.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -753943.625000 Penalty: 2646.931396
	Iteration 26Q: 3 clusters Score -753943.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -753990.437500 Penalty: 2646.931396
	Iteration 27Q: 3 clusters Score -753990.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -754033.125000 Penalty: 2646.931396
	Iteration 28Q: 3 clusters Score -754033.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -754071.250000 Penalty: 2646.931396
	Iteration 29Q: 3 clusters Score -754071.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -754114.312500 Penalty: 2646.931396
	Iteration 30Q: 3 clusters Score -754114.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -754158.812500 Penalty: 2646.931396
	Iteration 31Q: 3 clusters Score -754158.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -754203.187500 Penalty: 2646.931396
	Iteration 32Q: 3 clusters Score -754203.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -754233.562500 Penalty: 2646.931396
	Iteration 33Q: 3 clusters Score -754233.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -754254.875000 Penalty: 2646.931396
	Iteration 34Q: 3 clusters Score -754254.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -754276.000000 Penalty: 2646.931396
	Iteration 35Q: 3 clusters Score -754276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -754292.625000 Penalty: 2646.931396
	Iteration 36Q: 3 clusters Score -754292.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -754305.250000 Penalty: 2646.931396
	Iteration 37Q: 3 clusters Score -754305.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -754311.062500 Penalty: 2646.931396
	Iteration 38Q: 3 clusters Score -754311.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -754320.562500 Penalty: 2646.931396
	Iteration 39Q: 3 clusters Score -754320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -754328.187500 Penalty: 2646.931396
	Iteration 40F: 3 clusters Score -754328.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -754338.187500 Penalty: 2646.931396
	Iteration 41Q: 3 clusters Score -754338.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -754351.562500 Penalty: 2646.931396
	Iteration 42Q: 3 clusters Score -754351.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -754361.687500 Penalty: 2646.931396
	Iteration 43Q: 3 clusters Score -754361.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -754369.375000 Penalty: 2646.931396
	Iteration 44Q: 3 clusters Score -754369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -754373.062500 Penalty: 2646.931396
	Iteration 45Q: 3 clusters Score -754373.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -754377.812500 Penalty: 2646.931396
	Iteration 46Q: 3 clusters Score -754377.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -754379.625000 Penalty: 2646.931396
	Iteration 47Q: 3 clusters Score -754379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -754379.875000 Penalty: 2646.931396
	Iteration 48Q: 3 clusters Score -754379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -754379.562500 Penalty: 2646.931396
	Iteration 49Q: 3 clusters Score -754379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -754379.562500 Penalty: 2646.931396
	Iteration 50F: 3 clusters Score -754379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -377986.906250 Penalty: 1211.495728
	Iteration 0F: 2 clusters Score -377986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -375259.500000 Penalty: 2422.991455
	Iteration 0F: 3 clusters Score -375259.5 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -376019.312500 Penalty: 2422.991455
	Iteration 1F: 3 clusters Score -376019.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -376193.781250 Penalty: 2422.991455
	Iteration 2F: 3 clusters Score -376193.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -376286.687500 Penalty: 2422.991455
	Iteration 3Q: 3 clusters Score -376286.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -376347.843750 Penalty: 2422.991455
	Iteration 4Q: 3 clusters Score -376347.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -376391.843750 Penalty: 2422.991455
	Iteration 5Q: 3 clusters Score -376391.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -376426.156250 Penalty: 2422.991455
	Iteration 6Q: 3 clusters Score -376426.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -376456.531250 Penalty: 2422.991455
	Iteration 7Q: 3 clusters Score -376456.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -376480.000000 Penalty: 2422.991455
	Iteration 8Q: 3 clusters Score -376480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -376496.218750 Penalty: 2422.991455
	Iteration 9Q: 3 clusters Score -376496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -376507.781250 Penalty: 2422.991455
	Iteration 10Q: 3 clusters Score -376507.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -376515.312500 Penalty: 2422.991455
	Iteration 11Q: 3 clusters Score -376515.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -376521.187500 Penalty: 2422.991455
	Iteration 12Q: 3 clusters Score -376521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -376526.656250 Penalty: 2422.991455
	Iteration 13Q: 3 clusters Score -376526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -376532.500000 Penalty: 2422.991455
	Iteration 14Q: 3 clusters Score -376532.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -376539.437500 Penalty: 2422.991455
	Iteration 15Q: 3 clusters Score -376539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -376545.375000 Penalty: 2422.991455
	Iteration 16Q: 3 clusters Score -376545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -376552.093750 Penalty: 2422.991455
	Iteration 17Q: 3 clusters Score -376552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -376560.250000 Penalty: 2422.991455
	Iteration 18Q: 3 clusters Score -376560.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -376572.312500 Penalty: 2422.991455
	Iteration 19Q: 3 clusters Score -376572.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -376585.531250 Penalty: 2422.991455
	Iteration 20F: 3 clusters Score -376585.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -376593.218750 Penalty: 2422.991455
	Iteration 21Q: 3 clusters Score -376593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -376598.968750 Penalty: 2422.991455
	Iteration 22Q: 3 clusters Score -376599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -376604.406250 Penalty: 2422.991455
	Iteration 23Q: 3 clusters Score -376604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -376612.812500 Penalty: 2422.991455
	Iteration 24Q: 3 clusters Score -376612.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -376619.968750 Penalty: 2422.991455
	Iteration 25Q: 3 clusters Score -376620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -376624.125000 Penalty: 2422.991455
	Iteration 26Q: 3 clusters Score -376624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -376625.468750 Penalty: 2422.991455
	Iteration 27Q: 3 clusters Score -376625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -376627.437500 Penalty: 2422.991455
	Iteration 28Q: 3 clusters Score -376627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -376628.812500 Penalty: 2422.991455
	Iteration 29Q: 3 clusters Score -376628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -376630.375000 Penalty: 2422.991455
	Iteration 30Q: 3 clusters Score -376630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -376634.656250 Penalty: 2422.991455
	Iteration 31Q: 3 clusters Score -376634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -376635.406250 Penalty: 2422.991455
	Iteration 32Q: 3 clusters Score -376635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -376637.718750 Penalty: 2422.991455
	Iteration 33Q: 3 clusters Score -376637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -376638.375000 Penalty: 2422.991455
	Iteration 34Q: 3 clusters Score -376638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -376639.312500 Penalty: 2422.991455
	Iteration 35Q: 3 clusters Score -376639.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -376641.031250 Penalty: 2422.991455
	Iteration 36Q: 3 clusters Score -376641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -376645.093750 Penalty: 2422.991455
	Iteration 37Q: 3 clusters Score -376645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -376646.656250 Penalty: 2422.991455
	Iteration 38Q: 3 clusters Score -376646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -376648.531250 Penalty: 2422.991455
	Iteration 39Q: 3 clusters Score -376648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -376652.218750 Penalty: 2422.991455
	Iteration 40F: 3 clusters Score -376652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -376657.125000 Penalty: 2422.991455
	Iteration 41Q: 3 clusters Score -376657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -376663.531250 Penalty: 2422.991455
	Iteration 42Q: 3 clusters Score -376663.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -376670.593750 Penalty: 2422.991455
	Iteration 43Q: 3 clusters Score -376670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -376674.625000 Penalty: 2422.991455
	Iteration 44Q: 3 clusters Score -376674.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -376678.281250 Penalty: 2422.991455
	Iteration 45Q: 3 clusters Score -376678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -376682.375000 Penalty: 2422.991455
	Iteration 46Q: 3 clusters Score -376682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -376688.281250 Penalty: 2422.991455
	Iteration 47Q: 3 clusters Score -376688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -376693.250000 Penalty: 2422.991455
	Iteration 48Q: 3 clusters Score -376693.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -376697.750000 Penalty: 2422.991455
	Iteration 49Q: 3 clusters Score -376697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -376700.375000 Penalty: 2422.991455
	Iteration 50Q: 3 clusters Score -376700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -376703.093750 Penalty: 2422.991455
	Iteration 51Q: 3 clusters Score -376703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -376705.875000 Penalty: 2422.991455
	Iteration 52Q: 3 clusters Score -376705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -376709.968750 Penalty: 2422.991455
	Iteration 53Q: 3 clusters Score -376710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -376713.875000 Penalty: 2422.991455
	Iteration 54Q: 3 clusters Score -376713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -376717.687500 Penalty: 2422.991455
	Iteration 55Q: 3 clusters Score -376717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -376720.406250 Penalty: 2422.991455
	Iteration 56Q: 3 clusters Score -376720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -376723.125000 Penalty: 2422.991455
	Iteration 57Q: 3 clusters Score -376723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -376723.781250 Penalty: 2422.991455
	Iteration 58Q: 3 clusters Score -376723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -376725.781250 Penalty: 2422.991455
	Iteration 59Q: 3 clusters Score -376725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -376726.468750 Penalty: 2422.991455
	Iteration 60F: 3 clusters Score -376726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -376728.687500 Penalty: 2422.991455
	Iteration 61Q: 3 clusters Score -376728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -376729.593750 Penalty: 2422.991455
	Iteration 62Q: 3 clusters Score -376729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -376730.312500 Penalty: 2422.991455
	Iteration 63Q: 3 clusters Score -376730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -376730.593750 Penalty: 2422.991455
	Iteration 64Q: 3 clusters Score -376730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -376730.593750 Penalty: 2422.991455
	Iteration 65F: 3 clusters Score -376730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -23325.650391 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -23325.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22737.216797 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -22737.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22932.513672 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -22932.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23016.828125 Penalty: 1675.848633
	Iteration 2F: 3 clusters Score -23016.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23105.457031 Penalty: 1675.848633
	Iteration 3F: 3 clusters Score -23105.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23153.015625 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -23153.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23166.324219 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -23166.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23184.613281 Penalty: 1675.848633
	Iteration 6Q: 3 clusters Score -23184.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23242.650391 Penalty: 1675.848633
	Iteration 7Q: 3 clusters Score -23242.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23271.628906 Penalty: 1675.848633
	Iteration 8Q: 3 clusters Score -23271.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23334.210938 Penalty: 1675.848633
	Iteration 9Q: 3 clusters Score -23334.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23655.365234 Penalty: 1675.848633
	Iteration 10Q: 3 clusters Score -23655.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23734.863281 Penalty: 1675.848633
	Iteration 11Q: 3 clusters Score -23734.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23751.691406 Penalty: 1675.848633
	Iteration 12Q: 3 clusters Score -23751.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23751.691406 Penalty: 1675.848633
	Iteration 13F: 3 clusters Score -23751.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 94 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55112 members 
Mstep: Class 61 contains 185 members 
Entering Unmasked Estep 
Score: -111062016.000000 Penalty: 125434.984375
Splitting cluster 7 changes total score from -111062808.000000 to -111062016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -480407.875000 Penalty: 1249.817383
	Iteration 0F: 2 clusters Score -480407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -477077.812500 Penalty: 2499.634766
	Iteration 0F: 3 clusters Score -477077.8 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -477980.062500 Penalty: 2499.634766
	Iteration 1F: 3 clusters Score -477980.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -478203.781250 Penalty: 2499.634766
	Iteration 2F: 3 clusters Score -478203.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -478334.093750 Penalty: 2499.634766
	Iteration 3F: 3 clusters Score -478334.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -478423.062500 Penalty: 2499.634766
	Iteration 4Q: 3 clusters Score -478423.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -478478.343750 Penalty: 2499.634766
	Iteration 5Q: 3 clusters Score -478478.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -478512.937500 Penalty: 2499.634766
	Iteration 6Q: 3 clusters Score -478512.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -478543.562500 Penalty: 2499.634766
	Iteration 7Q: 3 clusters Score -478543.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -478577.781250 Penalty: 2499.634766
	Iteration 8Q: 3 clusters Score -478577.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -478607.343750 Penalty: 2499.634766
	Iteration 9Q: 3 clusters Score -478607.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -478640.906250 Penalty: 2499.634766
	Iteration 10Q: 3 clusters Score -478640.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -478672.281250 Penalty: 2499.634766
	Iteration 11Q: 3 clusters Score -478672.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -478698.531250 Penalty: 2499.634766
	Iteration 12Q: 3 clusters Score -478698.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -478723.031250 Penalty: 2499.634766
	Iteration 13Q: 3 clusters Score -478723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -478751.968750 Penalty: 2499.634766
	Iteration 14Q: 3 clusters Score -478752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -478778.250000 Penalty: 2499.634766
	Iteration 15Q: 3 clusters Score -478778.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -478805.531250 Penalty: 2499.634766
	Iteration 16Q: 3 clusters Score -478805.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -478835.968750 Penalty: 2499.634766
	Iteration 17Q: 3 clusters Score -478836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -478868.312500 Penalty: 2499.634766
	Iteration 18Q: 3 clusters Score -478868.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -478894.406250 Penalty: 2499.634766
	Iteration 19Q: 3 clusters Score -478894.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -478916.843750 Penalty: 2499.634766
	Iteration 20F: 3 clusters Score -478916.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -478942.031250 Penalty: 2499.634766
	Iteration 21Q: 3 clusters Score -478942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -478965.750000 Penalty: 2499.634766
	Iteration 22Q: 3 clusters Score -478965.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -478995.406250 Penalty: 2499.634766
	Iteration 23Q: 3 clusters Score -478995.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -479022.312500 Penalty: 2499.634766
	Iteration 24Q: 3 clusters Score -479022.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -479046.718750 Penalty: 2499.634766
	Iteration 25Q: 3 clusters Score -479046.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -479066.125000 Penalty: 2499.634766
	Iteration 26Q: 3 clusters Score -479066.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -479086.375000 Penalty: 2499.634766
	Iteration 27Q: 3 clusters Score -479086.4 nChanged 43
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: -479111.500000 Penalty: 2499.634766
	Iteration 28Q: 3 clusters Score -479111.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -479138.218750 Penalty: 2499.634766
	Iteration 29Q: 3 clusters Score -479138.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -479163.656250 Penalty: 2499.634766
	Iteration 30Q: 3 clusters Score -479163.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -479192.593750 Penalty: 2499.634766
	Iteration 31Q: 3 clusters Score -479192.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -479214.968750 Penalty: 2499.634766
	Iteration 32Q: 3 clusters Score -479215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -479236.218750 Penalty: 2499.634766
	Iteration 33Q: 3 clusters Score -479236.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -479258.968750 Penalty: 2499.634766
	Iteration 34Q: 3 clusters Score -479259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -479276.437500 Penalty: 2499.634766
	Iteration 35Q: 3 clusters Score -479276.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -479296.031250 Penalty: 2499.634766
	Iteration 36Q: 3 clusters Score -479296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -479306.468750 Penalty: 2499.634766
	Iteration 37Q: 3 clusters Score -479306.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -479318.031250 Penalty: 2499.634766
	Iteration 38Q: 3 clusters Score -479318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -479329.875000 Penalty: 2499.634766
	Iteration 39Q: 3 clusters Score -479329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -479346.312500 Penalty: 2499.634766
	Iteration 40F: 3 clusters Score -479346.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -479360.687500 Penalty: 2499.634766
	Iteration 41Q: 3 clusters Score -479360.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -479376.187500 Penalty: 2499.634766
	Iteration 42Q: 3 clusters Score -479376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -479386.687500 Penalty: 2499.634766
	Iteration 43Q: 3 clusters Score -479386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -479396.968750 Penalty: 2499.634766
	Iteration 44Q: 3 clusters Score -479397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -479402.000000 Penalty: 2499.634766
	Iteration 45Q: 3 clusters Score -479402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -479407.093750 Penalty: 2499.634766
	Iteration 46Q: 3 clusters Score -479407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -479413.031250 Penalty: 2499.634766
	Iteration 47Q: 3 clusters Score -479413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -479419.437500 Penalty: 2499.634766
	Iteration 48Q: 3 clusters Score -479419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -479426.375000 Penalty: 2499.634766
	Iteration 49Q: 3 clusters Score -479426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -479432.875000 Penalty: 2499.634766
	Iteration 50Q: 3 clusters Score -479432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -479439.406250 Penalty: 2499.634766
	Iteration 51Q: 3 clusters Score -479439.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -479442.843750 Penalty: 2499.634766
	Iteration 52Q: 3 clusters Score -479442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -479446.875000 Penalty: 2499.634766
	Iteration 53Q: 3 clusters Score -479446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -479454.531250 Penalty: 2499.634766
	Iteration 54Q: 3 clusters Score -479454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -479462.906250 Penalty: 2499.634766
	Iteration 55Q: 3 clusters Score -479462.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -479471.000000 Penalty: 2499.634766
	Iteration 56Q: 3 clusters Score -479471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -479476.937500 Penalty: 2499.634766
	Iteration 57Q: 3 clusters Score -479476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -479478.375000 Penalty: 2499.634766
	Iteration 58Q: 3 clusters Score -479478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -479481.531250 Penalty: 2499.634766
	Iteration 59Q: 3 clusters Score -479481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -479481.531250 Penalty: 2499.634766
	Iteration 60F: 3 clusters Score -479481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -572004.312500 Penalty: 1270.712891
	Iteration 0F: 2 clusters Score -572004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -568239.062500 Penalty: 2541.425781
	Iteration 0F: 3 clusters Score -568239.1 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -569459.125000 Penalty: 2541.425781
	Iteration 1F: 3 clusters Score -569459.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -569716.750000 Penalty: 2541.425781
	Iteration 2F: 3 clusters Score -569716.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -569902.187500 Penalty: 2541.425781
	Iteration 3F: 3 clusters Score -569902.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -570036.937500 Penalty: 2541.425781
	Iteration 4Q: 3 clusters Score -570036.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -570143.625000 Penalty: 2541.425781
	Iteration 5Q: 3 clusters Score -570143.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -570231.187500 Penalty: 2541.425781
	Iteration 6Q: 3 clusters Score -570231.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -570300.000000 Penalty: 2541.425781
	Iteration 7Q: 3 clusters Score -570300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -570344.875000 Penalty: 2541.425781
	Iteration 8Q: 3 clusters Score -570344.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -570387.937500 Penalty: 2541.425781
	Iteration 9Q: 3 clusters Score -570387.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -570426.625000 Penalty: 2541.425781
	Iteration 10Q: 3 clusters Score -570426.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -570457.250000 Penalty: 2541.425781
	Iteration 11Q: 3 clusters Score -570457.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -570487.750000 Penalty: 2541.425781
	Iteration 12Q: 3 clusters Score -570487.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -570510.000000 Penalty: 2541.425781
	Iteration 13Q: 3 clusters Score -570510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -570527.812500 Penalty: 2541.425781
	Iteration 14Q: 3 clusters Score -570527.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -570540.125000 Penalty: 2541.425781
	Iteration 15Q: 3 clusters Score -570540.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -570551.312500 Penalty: 2541.425781
	Iteration 16Q: 3 clusters Score -570551.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -570564.875000 Penalty: 2541.425781
	Iteration 17Q: 3 clusters Score -570564.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -570580.062500 Penalty: 2541.425781
	Iteration 18Q: 3 clusters Score -570580.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -570594.750000 Penalty: 2541.425781
	Iteration 19Q: 3 clusters Score -570594.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -570611.312500 Penalty: 2541.425781
	Iteration 20F: 3 clusters Score -570611.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -570625.500000 Penalty: 2541.425781
	Iteration 21Q: 3 clusters Score -570625.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -570636.875000 Penalty: 2541.425781
	Iteration 22Q: 3 clusters Score -570636.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -570645.500000 Penalty: 2541.425781
	Iteration 23Q: 3 clusters Score -570645.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -570658.062500 Penalty: 2541.425781
	Iteration 24Q: 3 clusters Score -570658.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -570670.750000 Penalty: 2541.425781
	Iteration 25Q: 3 clusters Score -570670.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -570681.312500 Penalty: 2541.425781
	Iteration 26Q: 3 clusters Score -570681.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -570694.062500 Penalty: 2541.425781
	Iteration 27Q: 3 clusters Score -570694.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -570706.562500 Penalty: 2541.425781
	Iteration 28Q: 3 clusters Score -570706.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -570715.500000 Penalty: 2541.425781
	Iteration 29Q: 3 clusters Score -570715.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -570722.125000 Penalty: 2541.425781
	Iteration 30Q: 3 clusters Score -570722.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -570732.687500 Penalty: 2541.425781
	Iteration 31Q: 3 clusters Score -570732.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -570742.937500 Penalty: 2541.425781
	Iteration 32Q: 3 clusters Score -570742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -570750.812500 Penalty: 2541.425781
	Iteration 33Q: 3 clusters Score -570750.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -570763.250000 Penalty: 2541.425781
	Iteration 34Q: 3 clusters Score -570763.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -570777.062500 Penalty: 2541.425781
	Iteration 35Q: 3 clusters Score -570777.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -570791.687500 Penalty: 2541.425781
	Iteration 36Q: 3 clusters Score -570791.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -570808.500000 Penalty: 2541.425781
	Iteration 37Q: 3 clusters Score -570808.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -570819.625000 Penalty: 2541.425781
	Iteration 38Q: 3 clusters Score -570819.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -570832.062500 Penalty: 2541.425781
	Iteration 39Q: 3 clusters Score -570832.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -570843.062500 Penalty: 2541.425781
	Iteration 40F: 3 clusters Score -570843.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -570854.312500 Penalty: 2541.425781
	Iteration 41Q: 3 clusters Score -570854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -570861.812500 Penalty: 2541.425781
	Iteration 42Q: 3 clusters Score -570861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -570867.437500 Penalty: 2541.425781
	Iteration 43Q: 3 clusters Score -570867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -570873.625000 Penalty: 2541.425781
	Iteration 44Q: 3 clusters Score -570873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -570878.125000 Penalty: 2541.425781
	Iteration 45Q: 3 clusters Score -570878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -570883.562500 Penalty: 2541.425781
	Iteration 46Q: 3 clusters Score -570883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -570889.437500 Penalty: 2541.425781
	Iteration 47Q: 3 clusters Score -570889.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -570894.625000 Penalty: 2541.425781
	Iteration 48Q: 3 clusters Score -570894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -570896.875000 Penalty: 2541.425781
	Iteration 49Q: 3 clusters Score -570896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -570899.687500 Penalty: 2541.425781
	Iteration 50Q: 3 clusters Score -570899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -570899.875000 Penalty: 2541.425781
	Iteration 51Q: 3 clusters Score -570899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -570903.125000 Penalty: 2541.425781
	Iteration 52Q: 3 clusters Score -570903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -570903.125000 Penalty: 2541.425781
	Iteration 53Q: 3 clusters Score -570903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -570903.125000 Penalty: 2541.425781
	Iteration 54F: 3 clusters Score -570903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Entering Unmasked Estep 
Score: -2790370.750000 Penalty: 1503.465576
	Iteration 0F: 2 clusters Score -2790371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2774427.000000 Penalty: 3006.931152
	Iteration 0F: 3 clusters Score -2774427 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2780324.750000 Penalty: 3006.931152
	Iteration 1F: 3 clusters Score -2780325 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2780734.500000 Penalty: 3006.931152
	Iteration 2F: 3 clusters Score -2780734 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2781082.500000 Penalty: 3006.931152
	Iteration 3Q: 3 clusters Score -2781082 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2781415.500000 Penalty: 3006.931152
	Iteration 4Q: 3 clusters Score -2781416 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2781727.750000 Penalty: 3006.931152
	Iteration 5Q: 3 clusters Score -2781728 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2782037.000000 Penalty: 3006.931152
	Iteration 6Q: 3 clusters Score -2782037 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2782379.000000 Penalty: 3006.931152
	Iteration 7Q: 3 clusters Score -2782379 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2782827.250000 Penalty: 3006.931152
	Iteration 8Q: 3 clusters Score -2782827 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2783397.750000 Penalty: 3006.931152
	Iteration 9Q: 3 clusters Score -2783398 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2784124.000000 Penalty: 3006.931152
	Iteration 10Q: 3 clusters Score -2784124 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2785007.250000 Penalty: 3006.931152
	Iteration 11F: 3 clusters Score -2785007 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2785980.000000 Penalty: 3006.931152
	Iteration 12F: 3 clusters Score -2785980 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2786879.500000 Penalty: 3006.931152
	Iteration 13Q: 3 clusters Score -2786880 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2787596.500000 Penalty: 3006.931152
	Iteration 14Q: 3 clusters Score -2787596 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2788182.750000 Penalty: 3006.931152
	Iteration 15Q: 3 clusters Score -2788183 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2788584.250000 Penalty: 3006.931152
	Iteration 16Q: 3 clusters Score -2788584 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2788870.000000 Penalty: 3006.931152
	Iteration 17Q: 3 clusters Score -2788870 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2789024.250000 Penalty: 3006.931152
	Iteration 18Q: 3 clusters Score -2789024 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2789154.250000 Penalty: 3006.931152
	Iteration 19Q: 3 clusters Score -2789154 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2789236.750000 Penalty: 3006.931152
	Iteration 20F: 3 clusters Score -2789237 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2789309.000000 Penalty: 3006.931152
	Iteration 21Q: 3 clusters Score -2789309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2789353.000000 Penalty: 3006.931152
	Iteration 22Q: 3 clusters Score -2789353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2789380.750000 Penalty: 3006.931152
	Iteration 23Q: 3 clusters Score -2789381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2789415.750000 Penalty: 3006.931152
	Iteration 24Q: 3 clusters Score -2789416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2789433.500000 Penalty: 3006.931152
	Iteration 25Q: 3 clusters Score -2789434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2789447.250000 Penalty: 3006.931152
	Iteration 26Q: 3 clusters Score -2789447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2789457.000000 Penalty: 3006.931152
	Iteration 27Q: 3 clusters Score -2789457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2789485.750000 Penalty: 3006.931152
	Iteration 28Q: 3 clusters Score -2789486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2789497.750000 Penalty: 3006.931152
	Iteration 29Q: 3 clusters Score -2789498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2789509.500000 Penalty: 3006.931152
	Iteration 30Q: 3 clusters Score -2789510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2789518.750000 Penalty: 3006.931152
	Iteration 31Q: 3 clusters Score -2789519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2789524.250000 Penalty: 3006.931152
	Iteration 32Q: 3 clusters Score -2789524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2789522.750000 Penalty: 3006.931152
	Iteration 33Q: 3 clusters Score -2789523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2789527.250000 Penalty: 3006.931152
	Iteration 34Q: 3 clusters Score -2789527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2789527.000000 Penalty: 3006.931152
	Iteration 35Q: 3 clusters Score -2789527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2789530.750000 Penalty: 3006.931152
	Iteration 36Q: 3 clusters Score -2789531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2789528.250000 Penalty: 3006.931152
	Iteration 37Q: 3 clusters Score -2789528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2789530.000000 Penalty: 3006.931152
	Iteration 38Q: 3 clusters Score -2789530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2789532.500000 Penalty: 3006.931152
	Iteration 39Q: 3 clusters Score -2789532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2789528.000000 Penalty: 3006.931152
	Iteration 40F: 3 clusters Score -2789528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2789531.250000 Penalty: 3006.931152
	Iteration 41Q: 3 clusters Score -2789531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2789529.000000 Penalty: 3006.931152
	Iteration 42Q: 3 clusters Score -2789529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2789533.750000 Penalty: 3006.931152
	Iteration 43Q: 3 clusters Score -2789534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2789531.750000 Penalty: 3006.931152
	Iteration 44Q: 3 clusters Score -2789532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2789535.250000 Penalty: 3006.931152
	Iteration 45Q: 3 clusters Score -2789535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2789537.500000 Penalty: 3006.931152
	Iteration 46Q: 3 clusters Score -2789538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2789540.250000 Penalty: 3006.931152
	Iteration 47Q: 3 clusters Score -2789540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2789543.500000 Penalty: 3006.931152
	Iteration 48Q: 3 clusters Score -2789544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2789546.250000 Penalty: 3006.931152
	Iteration 49Q: 3 clusters Score -2789546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2789542.750000 Penalty: 3006.931152
	Iteration 50Q: 3 clusters Score -2789543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2789546.000000 Penalty: 3006.931152
	Iteration 51Q: 3 clusters Score -2789546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2789546.000000 Penalty: 3006.931152
	Iteration 52F: 3 clusters Score -2789546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Entering Unmasked Estep 
Score: -7379771.500000 Penalty: 1644.192749
	Iteration 0F: 2 clusters Score -7379772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -7338964.000000 Penalty: 3288.385498
	Iteration 0F: 3 clusters Score -7338964 nChanged 29355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -7355276.500000 Penalty: 3288.385498
	Iteration 1F: 3 clusters Score -7355276 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -7356143.000000 Penalty: 3288.385498
	Iteration 2Q: 3 clusters Score -7356143 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7357110.000000 Penalty: 3288.385498
	Iteration 3Q: 3 clusters Score -7357110 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7358581.500000 Penalty: 3288.385498
	Iteration 4Q: 3 clusters Score -7358582 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -7360743.000000 Penalty: 3288.385498
	Iteration 5F: 3 clusters Score -7360743 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -7363892.000000 Penalty: 3288.385498
	Iteration 6F: 3 clusters Score -7363892 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -7368025.000000 Penalty: 3288.385498
	Iteration 7F: 3 clusters Score -7368025 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -7372126.000000 Penalty: 3288.385498
	Iteration 8F: 3 clusters Score -7372126 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -7375155.500000 Penalty: 3288.385498
	Iteration 9F: 3 clusters Score -7375156 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -7376829.500000 Penalty: 3288.385498
	Iteration 10Q: 3 clusters Score -7376830 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -7377715.000000 Penalty: 3288.385498
	Iteration 11Q: 3 clusters Score -7377715 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -7378230.500000 Penalty: 3288.385498
	Iteration 12Q: 3 clusters Score -7378230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -7378478.000000 Penalty: 3288.385498
	Iteration 13Q: 3 clusters Score -7378478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -7378607.000000 Penalty: 3288.385498
	Iteration 14Q: 3 clusters Score -7378607 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7378687.500000 Penalty: 3288.385498
	Iteration 15Q: 3 clusters Score -7378688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -7378740.000000 Penalty: 3288.385498
	Iteration 16Q: 3 clusters Score -7378740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -7378791.000000 Penalty: 3288.385498
	Iteration 17Q: 3 clusters Score -7378791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -7378840.500000 Penalty: 3288.385498
	Iteration 18Q: 3 clusters Score -7378840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -7378861.500000 Penalty: 3288.385498
	Iteration 19Q: 3 clusters Score -7378862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -7378881.000000 Penalty: 3288.385498
	Iteration 20F: 3 clusters Score -7378881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -7378911.500000 Penalty: 3288.385498
	Iteration 21Q: 3 clusters Score -7378912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -7378929.500000 Penalty: 3288.385498
	Iteration 22Q: 3 clusters Score -7378930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -7378938.500000 Penalty: 3288.385498
	Iteration 23Q: 3 clusters Score -7378938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -7378952.000000 Penalty: 3288.385498
	Iteration 24Q: 3 clusters Score -7378952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -7378966.500000 Penalty: 3288.385498
	Iteration 25Q: 3 clusters Score -7378966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -7378978.500000 Penalty: 3288.385498
	Iteration 26Q: 3 clusters Score -7378978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -7378985.500000 Penalty: 3288.385498
	Iteration 27Q: 3 clusters Score -7378986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -7378994.500000 Penalty: 3288.385498
	Iteration 28Q: 3 clusters Score -7378994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -7378999.500000 Penalty: 3288.385498
	Iteration 29Q: 3 clusters Score -7379000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -7379000.000000 Penalty: 3288.385498
	Iteration 30Q: 3 clusters Score -7379000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -7379001.000000 Penalty: 3288.385498
	Iteration 31Q: 3 clusters Score -7379001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -7379007.000000 Penalty: 3288.385498
	Iteration 32Q: 3 clusters Score -7379007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -7379015.000000 Penalty: 3288.385498
	Iteration 33Q: 3 clusters Score -7379015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -7379034.000000 Penalty: 3288.385498
	Iteration 34Q: 3 clusters Score -7379034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -7379044.500000 Penalty: 3288.385498
	Iteration 35Q: 3 clusters Score -7379044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -7379045.500000 Penalty: 3288.385498
	Iteration 36Q: 3 clusters Score -7379046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -7379058.500000 Penalty: 3288.385498
	Iteration 37Q: 3 clusters Score -7379058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -7379062.000000 Penalty: 3288.385498
	Iteration 38Q: 3 clusters Score -7379062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -7379078.000000 Penalty: 3288.385498
	Iteration 39Q: 3 clusters Score -7379078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -7379074.500000 Penalty: 3288.385498
	Iteration 40F: 3 clusters Score -7379074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -7379081.000000 Penalty: 3288.385498
	Iteration 41Q: 3 clusters Score -7379081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -7379086.500000 Penalty: 3288.385498
	Iteration 42Q: 3 clusters Score -7379086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -7379093.000000 Penalty: 3288.385498
	Iteration 43Q: 3 clusters Score -7379093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -7379104.000000 Penalty: 3288.385498
	Iteration 44Q: 3 clusters Score -7379104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -7379105.500000 Penalty: 3288.385498
	Iteration 45Q: 3 clusters Score -7379106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -7379105.000000 Penalty: 3288.385498
	Iteration 46Q: 3 clusters Score -7379105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7379118.500000 Penalty: 3288.385498
	Iteration 47Q: 3 clusters Score -7379118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -7379132.000000 Penalty: 3288.385498
	Iteration 48Q: 3 clusters Score -7379132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -7379135.500000 Penalty: 3288.385498
	Iteration 49Q: 3 clusters Score -7379136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -7379143.000000 Penalty: 3288.385498
	Iteration 50Q: 3 clusters Score -7379143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -7379163.000000 Penalty: 3288.385498
	Iteration 51Q: 3 clusters Score -7379163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -7379173.000000 Penalty: 3288.385498
	Iteration 52Q: 3 clusters Score -7379173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -7379175.500000 Penalty: 3288.385498
	Iteration 53Q: 3 clusters Score -7379176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -7379193.000000 Penalty: 3288.385498
	Iteration 54Q: 3 clusters Score -7379193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -7379213.000000 Penalty: 3288.385498
	Iteration 55Q: 3 clusters Score -7379213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -7379218.000000 Penalty: 3288.385498
	Iteration 56Q: 3 clusters Score -7379218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -7379240.500000 Penalty: 3288.385498
	Iteration 57Q: 3 clusters Score -7379240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -7379263.500000 Penalty: 3288.385498
	Iteration 58Q: 3 clusters Score -7379264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -7379293.000000 Penalty: 3288.385498
	Iteration 59Q: 3 clusters Score -7379293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -7379297.500000 Penalty: 3288.385498
	Iteration 60F: 3 clusters Score -7379298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -7379305.500000 Penalty: 3288.385498
	Iteration 61Q: 3 clusters Score -7379306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -7379311.000000 Penalty: 3288.385498
	Iteration 62Q: 3 clusters Score -7379311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -7379333.000000 Penalty: 3288.385498
	Iteration 63Q: 3 clusters Score -7379333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -7379336.000000 Penalty: 3288.385498
	Iteration 64Q: 3 clusters Score -7379336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -7379350.000000 Penalty: 3288.385498
	Iteration 65Q: 3 clusters Score -7379350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7379357.000000 Penalty: 3288.385498
	Iteration 66Q: 3 clusters Score -7379357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -7379371.000000 Penalty: 3288.385498
	Iteration 67Q: 3 clusters Score -7379371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -7379367.500000 Penalty: 3288.385498
	Iteration 68Q: 3 clusters Score -7379368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -7379384.000000 Penalty: 3288.385498
	Iteration 69Q: 3 clusters Score -7379384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -7379392.000000 Penalty: 3288.385498
	Iteration 70Q: 3 clusters Score -7379392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -7379384.500000 Penalty: 3288.385498
	Iteration 71Q: 3 clusters Score -7379384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -7379400.500000 Penalty: 3288.385498
	Iteration 72Q: 3 clusters Score -7379400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -7379403.500000 Penalty: 3288.385498
	Iteration 73Q: 3 clusters Score -7379404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -7379400.000000 Penalty: 3288.385498
	Iteration 74Q: 3 clusters Score -7379400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -7379410.500000 Penalty: 3288.385498
	Iteration 75Q: 3 clusters Score -7379410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -7379420.000000 Penalty: 3288.385498
	Iteration 76Q: 3 clusters Score -7379420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -7379420.000000 Penalty: 3288.385498
	Iteration 77Q: 3 clusters Score -7379420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -7379431.000000 Penalty: 3288.385498
	Iteration 78Q: 3 clusters Score -7379431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -7379443.500000 Penalty: 3288.385498
	Iteration 79Q: 3 clusters Score -7379444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -7379450.500000 Penalty: 3288.385498
	Iteration 80F: 3 clusters Score -7379450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -7379448.000000 Penalty: 3288.385498
	Iteration 81Q: 3 clusters Score -7379448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -7379462.000000 Penalty: 3288.385498
	Iteration 82Q: 3 clusters Score -7379462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -7379465.500000 Penalty: 3288.385498
	Iteration 83Q: 3 clusters Score -7379466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -7379478.000000 Penalty: 3288.385498
	Iteration 84Q: 3 clusters Score -7379478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -7379472.000000 Penalty: 3288.385498
	Iteration 85Q: 3 clusters Score -7379472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -7379477.500000 Penalty: 3288.385498
	Iteration 86Q: 3 clusters Score -7379478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -7379491.500000 Penalty: 3288.385498
	Iteration 87Q: 3 clusters Score -7379492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -7379492.000000 Penalty: 3288.385498
	Iteration 88Q: 3 clusters Score -7379492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7379502.000000 Penalty: 3288.385498
	Iteration 89Q: 3 clusters Score -7379502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -7379516.000000 Penalty: 3288.385498
	Iteration 90Q: 3 clusters Score -7379516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -7379525.500000 Penalty: 3288.385498
	Iteration 91Q: 3 clusters Score -7379526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -7379521.500000 Penalty: 3288.385498
	Iteration 92Q: 3 clusters Score -7379522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -7379526.000000 Penalty: 3288.385498
	Iteration 93Q: 3 clusters Score -7379526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -7379546.000000 Penalty: 3288.385498
	Iteration 94Q: 3 clusters Score -7379546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -7379565.500000 Penalty: 3288.385498
	Iteration 95Q: 3 clusters Score -7379566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -7379581.000000 Penalty: 3288.385498
	Iteration 96Q: 3 clusters Score -7379581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -7379597.000000 Penalty: 3288.385498
	Iteration 97Q: 3 clusters Score -7379597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -7379614.000000 Penalty: 3288.385498
	Iteration 98Q: 3 clusters Score -7379614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7379618.500000 Penalty: 3288.385498
	Iteration 99Q: 3 clusters Score -7379618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -7379643.000000 Penalty: 3288.385498
	Iteration 100F: 3 clusters Score -7379643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -7379636.000000 Penalty: 3288.385498
	Iteration 101Q: 3 clusters Score -7379636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -7379661.500000 Penalty: 3288.385498
	Iteration 102Q: 3 clusters Score -7379662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -7379690.000000 Penalty: 3288.385498
	Iteration 103Q: 3 clusters Score -7379690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -7379713.500000 Penalty: 3288.385498
	Iteration 104Q: 3 clusters Score -7379714 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -7379743.000000 Penalty: 3288.385498
	Iteration 105Q: 3 clusters Score -7379743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -7379768.500000 Penalty: 3288.385498
	Iteration 106Q: 3 clusters Score -7379768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -7379788.500000 Penalty: 3288.385498
	Iteration 107Q: 3 clusters Score -7379788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -7379813.500000 Penalty: 3288.385498
	Iteration 108Q: 3 clusters Score -7379814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -7379850.500000 Penalty: 3288.385498
	Iteration 109Q: 3 clusters Score -7379850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -7379876.500000 Penalty: 3288.385498
	Iteration 110Q: 3 clusters Score -7379876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -7379903.500000 Penalty: 3288.385498
	Iteration 111Q: 3 clusters Score -7379904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7379935.000000 Penalty: 3288.385498
	Iteration 112Q: 3 clusters Score -7379935 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -7379967.000000 Penalty: 3288.385498
	Iteration 113Q: 3 clusters Score -7379967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -7379996.000000 Penalty: 3288.385498
	Iteration 114Q: 3 clusters Score -7379996 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -7380011.000000 Penalty: 3288.385498
	Iteration 115Q: 3 clusters Score -7380011 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -7380059.000000 Penalty: 3288.385498
	Iteration 116Q: 3 clusters Score -7380059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -7380096.000000 Penalty: 3288.385498
	Iteration 117Q: 3 clusters Score -7380096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -7380125.000000 Penalty: 3288.385498
	Iteration 118Q: 3 clusters Score -7380125 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -7380149.500000 Penalty: 3288.385498
	Iteration 119Q: 3 clusters Score -7380150 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -7380182.000000 Penalty: 3288.385498
	Iteration 120F: 3 clusters Score -7380182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7380234.000000 Penalty: 3288.385498
	Iteration 121Q: 3 clusters Score -7380234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -7380277.500000 Penalty: 3288.385498
	Iteration 122Q: 3 clusters Score -7380278 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -7380345.000000 Penalty: 3288.385498
	Iteration 123Q: 3 clusters Score -7380345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -7380397.500000 Penalty: 3288.385498
	Iteration 124Q: 3 clusters Score -7380398 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7380455.000000 Penalty: 3288.385498
	Iteration 125Q: 3 clusters Score -7380455 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7380488.500000 Penalty: 3288.385498
	Iteration 126Q: 3 clusters Score -7380488 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -7380575.500000 Penalty: 3288.385498
	Iteration 127Q: 3 clusters Score -7380576 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -7380662.000000 Penalty: 3288.385498
	Iteration 128Q: 3 clusters Score -7380662 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -7380770.000000 Penalty: 3288.385498
	Iteration 129Q: 3 clusters Score -7380770 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7380861.500000 Penalty: 3288.385498
	Iteration 130Q: 3 clusters Score -7380862 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -7380994.000000 Penalty: 3288.385498
	Iteration 131Q: 3 clusters Score -7380994 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7381150.500000 Penalty: 3288.385498
	Iteration 132Q: 3 clusters Score -7381150 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -7381373.000000 Penalty: 3288.385498
	Iteration 133Q: 3 clusters Score -7381373 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -7381676.500000 Penalty: 3288.385498
	Iteration 134Q: 3 clusters Score -7381676 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7382016.000000 Penalty: 3288.385498
	Iteration 135Q: 3 clusters Score -7382016 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7382543.500000 Penalty: 3288.385498
	Iteration 136Q: 3 clusters Score -7382544 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -7383240.500000 Penalty: 3288.385498
	Iteration 137Q: 3 clusters Score -7383240 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -7384120.000000 Penalty: 3288.385498
	Iteration 138Q: 3 clusters Score -7384120 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -7385330.000000 Penalty: 3288.385498
	Iteration 139Q: 3 clusters Score -7385330 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -7387175.500000 Penalty: 3288.385498
	Iteration 140F: 3 clusters Score -7387176 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -7390943.000000 Penalty: 3288.385498
	Iteration 141Q: 3 clusters Score -7390943 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7397098.500000 Penalty: 3288.385498
	Iteration 142Q: 3 clusters Score -7397098 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -7406255.000000 Penalty: 3288.385498
	Iteration 143Q: 3 clusters Score -7406255 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7411596.000000 Penalty: 3288.385498
	Iteration 144Q: 3 clusters Score -7411596 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7413074.000000 Penalty: 3288.385498
	Iteration 145Q: 3 clusters Score -7413074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -7413184.500000 Penalty: 3288.385498
	Iteration 146Q: 3 clusters Score -7413184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -7413246.500000 Penalty: 3288.385498
	Iteration 147Q: 3 clusters Score -7413246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7413243.500000 Penalty: 3288.385498
	Iteration 148Q: 3 clusters Score -7413244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -7413240.500000 Penalty: 3288.385498
	Iteration 149Q: 3 clusters Score -7413240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7413239.500000 Penalty: 3288.385498
	Iteration 150Q: 3 clusters Score -7413240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7413270.000000 Penalty: 3288.385498
	Iteration 151F: 3 clusters Score -7413270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -7413299.000000 Penalty: 3288.385498
	Iteration 152Q: 3 clusters Score -7413299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -7413311.000000 Penalty: 3288.385498
	Iteration 153Q: 3 clusters Score -7413311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -7413304.500000 Penalty: 3288.385498
	Iteration 154Q: 3 clusters Score -7413304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7413305.000000 Penalty: 3288.385498
	Iteration 155Q: 3 clusters Score -7413305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7413305.000000 Penalty: 3288.385498
	Iteration 156F: 3 clusters Score -7413305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55112 members 
Mstep: Class 61 contains 35971 members 
Entering Unmasked Estep 
Score: -111094992.000000 Penalty: 125434.984375
Splitting cluster 11 changes total score from -111062808.000000 to -111094992.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 12 (46187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Entering Unmasked Estep 
Score: -5407045.500000 Penalty: 1598.179565
	Iteration 0F: 2 clusters Score -5407046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5376994.000000 Penalty: 3196.359131
	Iteration 0F: 3 clusters Score -5376994 nChanged 21138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -5388671.000000 Penalty: 3196.359131
	Iteration 1F: 3 clusters Score -5388671 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5389275.500000 Penalty: 3196.359131
	Iteration 2Q: 3 clusters Score -5389276 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5390015.000000 Penalty: 3196.359131
	Iteration 3Q: 3 clusters Score -5390015 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5391065.000000 Penalty: 3196.359131
	Iteration 4Q: 3 clusters Score -5391065 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5392688.000000 Penalty: 3196.359131
	Iteration 5F: 3 clusters Score -5392688 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5395298.000000 Penalty: 3196.359131
	Iteration 6F: 3 clusters Score -5395298 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -5398744.000000 Penalty: 3196.359131
	Iteration 7F: 3 clusters Score -5398744 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5401959.000000 Penalty: 3196.359131
	Iteration 8F: 3 clusters Score -5401959 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5404115.000000 Penalty: 3196.359131
	Iteration 9Q: 3 clusters Score -5404115 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -5405040.000000 Penalty: 3196.359131
	Iteration 10Q: 3 clusters Score -5405040 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5405424.000000 Penalty: 3196.359131
	Iteration 11Q: 3 clusters Score -5405424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -5405603.500000 Penalty: 3196.359131
	Iteration 12Q: 3 clusters Score -5405604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -5405676.000000 Penalty: 3196.359131
	Iteration 13Q: 3 clusters Score -5405676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5405721.000000 Penalty: 3196.359131
	Iteration 14Q: 3 clusters Score -5405721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -5405757.000000 Penalty: 3196.359131
	Iteration 15Q: 3 clusters Score -5405757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -5405789.000000 Penalty: 3196.359131
	Iteration 16Q: 3 clusters Score -5405789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -5405816.000000 Penalty: 3196.359131
	Iteration 17Q: 3 clusters Score -5405816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5405840.000000 Penalty: 3196.359131
	Iteration 18Q: 3 clusters Score -5405840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -5405854.000000 Penalty: 3196.359131
	Iteration 19Q: 3 clusters Score -5405854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5405866.500000 Penalty: 3196.359131
	Iteration 20F: 3 clusters Score -5405866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5405871.500000 Penalty: 3196.359131
	Iteration 21Q: 3 clusters Score -5405872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5405869.000000 Penalty: 3196.359131
	Iteration 22Q: 3 clusters Score -5405869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5405866.500000 Penalty: 3196.359131
	Iteration 23Q: 3 clusters Score -5405866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5405866.500000 Penalty: 3196.359131
	Iteration 24F: 3 clusters Score -5405866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Entering Unmasked Estep 
Score: -1320096.125000 Penalty: 1397.442017
	Iteration 0F: 2 clusters Score -1320096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1312174.500000 Penalty: 2794.884033
	Iteration 0F: 3 clusters Score -1312174 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1314781.250000 Penalty: 2794.884033
	Iteration 1F: 3 clusters Score -1314781 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1315150.125000 Penalty: 2794.884033
	Iteration 2F: 3 clusters Score -1315150 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1315463.375000 Penalty: 2794.884033
	Iteration 3F: 3 clusters Score -1315463 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1315750.750000 Penalty: 2794.884033
	Iteration 4Q: 3 clusters Score -1315751 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1316065.875000 Penalty: 2794.884033
	Iteration 5Q: 3 clusters Score -1316066 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1316388.125000 Penalty: 2794.884033
	Iteration 6Q: 3 clusters Score -1316388 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1316742.625000 Penalty: 2794.884033
	Iteration 7Q: 3 clusters Score -1316743 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1317104.500000 Penalty: 2794.884033
	Iteration 8Q: 3 clusters Score -1317104 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1317493.250000 Penalty: 2794.884033
	Iteration 9Q: 3 clusters Score -1317493 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1317857.375000 Penalty: 2794.884033
	Iteration 10Q: 3 clusters Score -1317857 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1318196.250000 Penalty: 2794.884033
	Iteration 11Q: 3 clusters Score -1318196 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1318432.375000 Penalty: 2794.884033
	Iteration 12Q: 3 clusters Score -1318432 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1318601.875000 Penalty: 2794.884033
	Iteration 13Q: 3 clusters Score -1318602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1318707.625000 Penalty: 2794.884033
	Iteration 14Q: 3 clusters Score -1318708 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1318782.375000 Penalty: 2794.884033
	Iteration 15Q: 3 clusters Score -1318782 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1318854.750000 Penalty: 2794.884033
	Iteration 16Q: 3 clusters Score -1318855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1318911.875000 Penalty: 2794.884033
	Iteration 17Q: 3 clusters Score -1318912 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1318947.500000 Penalty: 2794.884033
	Iteration 18Q: 3 clusters Score -1318948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1318983.125000 Penalty: 2794.884033
	Iteration 19Q: 3 clusters Score -1318983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1319018.125000 Penalty: 2794.884033
	Iteration 20F: 3 clusters Score -1319018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1319037.000000 Penalty: 2794.884033
	Iteration 21Q: 3 clusters Score -1319037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1319068.750000 Penalty: 2794.884033
	Iteration 22Q: 3 clusters Score -1319069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1319092.500000 Penalty: 2794.884033
	Iteration 23Q: 3 clusters Score -1319092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1319111.125000 Penalty: 2794.884033
	Iteration 24Q: 3 clusters Score -1319111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1319128.750000 Penalty: 2794.884033
	Iteration 25Q: 3 clusters Score -1319129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1319147.875000 Penalty: 2794.884033
	Iteration 26Q: 3 clusters Score -1319148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1319156.750000 Penalty: 2794.884033
	Iteration 27Q: 3 clusters Score -1319157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1319169.375000 Penalty: 2794.884033
	Iteration 28Q: 3 clusters Score -1319169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1319180.250000 Penalty: 2794.884033
	Iteration 29Q: 3 clusters Score -1319180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1319191.625000 Penalty: 2794.884033
	Iteration 30Q: 3 clusters Score -1319192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1319200.000000 Penalty: 2794.884033
	Iteration 31Q: 3 clusters Score -1319200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1319205.625000 Penalty: 2794.884033
	Iteration 32Q: 3 clusters Score -1319206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1319206.750000 Penalty: 2794.884033
	Iteration 33Q: 3 clusters Score -1319207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1319207.125000 Penalty: 2794.884033
	Iteration 34Q: 3 clusters Score -1319207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1319210.000000 Penalty: 2794.884033
	Iteration 35Q: 3 clusters Score -1319210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1319215.000000 Penalty: 2794.884033
	Iteration 36Q: 3 clusters Score -1319215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1319223.000000 Penalty: 2794.884033
	Iteration 37Q: 3 clusters Score -1319223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1319225.375000 Penalty: 2794.884033
	Iteration 38Q: 3 clusters Score -1319225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1319227.500000 Penalty: 2794.884033
	Iteration 39Q: 3 clusters Score -1319228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1319229.125000 Penalty: 2794.884033
	Iteration 40F: 3 clusters Score -1319229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1319231.500000 Penalty: 2794.884033
	Iteration 41Q: 3 clusters Score -1319232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1319230.875000 Penalty: 2794.884033
	Iteration 42Q: 3 clusters Score -1319231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1319237.500000 Penalty: 2794.884033
	Iteration 43Q: 3 clusters Score -1319238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1319238.250000 Penalty: 2794.884033
	Iteration 44Q: 3 clusters Score -1319238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1319239.500000 Penalty: 2794.884033
	Iteration 45Q: 3 clusters Score -1319240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1319239.625000 Penalty: 2794.884033
	Iteration 46Q: 3 clusters Score -1319240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1319242.375000 Penalty: 2794.884033
	Iteration 47Q: 3 clusters Score -1319242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1319241.125000 Penalty: 2794.884033
	Iteration 48Q: 3 clusters Score -1319241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1319241.125000 Penalty: 2794.884033
	Iteration 49F: 3 clusters Score -1319241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Entering Unmasked Estep 
Score: -2335096.750000 Penalty: 1478.455688
	Iteration 0F: 2 clusters Score -2335097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2321495.250000 Penalty: 2956.911377
	Iteration 0F: 3 clusters Score -2321495 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2326376.500000 Penalty: 2956.911377
	Iteration 1F: 3 clusters Score -2326376 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2326762.500000 Penalty: 2956.911377
	Iteration 2F: 3 clusters Score -2326762 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2327099.750000 Penalty: 2956.911377
	Iteration 3Q: 3 clusters Score -2327100 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2327362.250000 Penalty: 2956.911377
	Iteration 4Q: 3 clusters Score -2327362 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2327659.500000 Penalty: 2956.911377
	Iteration 5Q: 3 clusters Score -2327660 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2327944.000000 Penalty: 2956.911377
	Iteration 6Q: 3 clusters Score -2327944 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2328260.750000 Penalty: 2956.911377
	Iteration 7Q: 3 clusters Score -2328261 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2328539.000000 Penalty: 2956.911377
	Iteration 8Q: 3 clusters Score -2328539 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2328856.250000 Penalty: 2956.911377
	Iteration 9Q: 3 clusters Score -2328856 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2329221.250000 Penalty: 2956.911377
	Iteration 10Q: 3 clusters Score -2329221 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2329582.500000 Penalty: 2956.911377
	Iteration 11Q: 3 clusters Score -2329582 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2329942.500000 Penalty: 2956.911377
	Iteration 12Q: 3 clusters Score -2329942 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2330296.750000 Penalty: 2956.911377
	Iteration 13Q: 3 clusters Score -2330297 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2330596.250000 Penalty: 2956.911377
	Iteration 14Q: 3 clusters Score -2330596 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2330827.750000 Penalty: 2956.911377
	Iteration 15Q: 3 clusters Score -2330828 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2330983.500000 Penalty: 2956.911377
	Iteration 16Q: 3 clusters Score -2330984 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2331087.500000 Penalty: 2956.911377
	Iteration 17Q: 3 clusters Score -2331088 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2331165.750000 Penalty: 2956.911377
	Iteration 18Q: 3 clusters Score -2331166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2331196.000000 Penalty: 2956.911377
	Iteration 19Q: 3 clusters Score -2331196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2331210.500000 Penalty: 2956.911377
	Iteration 20F: 3 clusters Score -2331210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2331218.250000 Penalty: 2956.911377
	Iteration 21Q: 3 clusters Score -2331218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2331228.250000 Penalty: 2956.911377
	Iteration 22Q: 3 clusters Score -2331228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2331235.750000 Penalty: 2956.911377
	Iteration 23Q: 3 clusters Score -2331236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2331234.000000 Penalty: 2956.911377
	Iteration 24Q: 3 clusters Score -2331234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2331248.250000 Penalty: 2956.911377
	Iteration 25Q: 3 clusters Score -2331248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2331255.750000 Penalty: 2956.911377
	Iteration 26Q: 3 clusters Score -2331256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2331261.000000 Penalty: 2956.911377
	Iteration 27Q: 3 clusters Score -2331261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2331259.750000 Penalty: 2956.911377
	Iteration 28Q: 3 clusters Score -2331260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2331264.000000 Penalty: 2956.911377
	Iteration 29Q: 3 clusters Score -2331264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2331274.750000 Penalty: 2956.911377
	Iteration 30Q: 3 clusters Score -2331275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2331282.000000 Penalty: 2956.911377
	Iteration 31Q: 3 clusters Score -2331282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2331289.000000 Penalty: 2956.911377
	Iteration 32Q: 3 clusters Score -2331289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2331296.500000 Penalty: 2956.911377
	Iteration 33Q: 3 clusters Score -2331296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2331300.750000 Penalty: 2956.911377
	Iteration 34Q: 3 clusters Score -2331301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2331306.250000 Penalty: 2956.911377
	Iteration 35Q: 3 clusters Score -2331306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2331316.000000 Penalty: 2956.911377
	Iteration 36Q: 3 clusters Score -2331316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2331315.750000 Penalty: 2956.911377
	Iteration 37Q: 3 clusters Score -2331316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2331321.250000 Penalty: 2956.911377
	Iteration 38Q: 3 clusters Score -2331321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2331321.500000 Penalty: 2956.911377
	Iteration 39Q: 3 clusters Score -2331322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2331327.500000 Penalty: 2956.911377
	Iteration 40F: 3 clusters Score -2331328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2331328.750000 Penalty: 2956.911377
	Iteration 41Q: 3 clusters Score -2331329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2331336.750000 Penalty: 2956.911377
	Iteration 42Q: 3 clusters Score -2331337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2331340.500000 Penalty: 2956.911377
	Iteration 43Q: 3 clusters Score -2331340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2331347.750000 Penalty: 2956.911377
	Iteration 44Q: 3 clusters Score -2331348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2331344.750000 Penalty: 2956.911377
	Iteration 45Q: 3 clusters Score -2331345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2331344.500000 Penalty: 2956.911377
	Iteration 46Q: 3 clusters Score -2331344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2331348.500000 Penalty: 2956.911377
	Iteration 47Q: 3 clusters Score -2331348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2331349.500000 Penalty: 2956.911377
	Iteration 48Q: 3 clusters Score -2331350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2331352.750000 Penalty: 2956.911377
	Iteration 49Q: 3 clusters Score -2331353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2331355.500000 Penalty: 2956.911377
	Iteration 50Q: 3 clusters Score -2331356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2331358.750000 Penalty: 2956.911377
	Iteration 51Q: 3 clusters Score -2331359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2331355.750000 Penalty: 2956.911377
	Iteration 52Q: 3 clusters Score -2331356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2331356.500000 Penalty: 2956.911377
	Iteration 53Q: 3 clusters Score -2331356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2331357.250000 Penalty: 2956.911377
	Iteration 54Q: 3 clusters Score -2331357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2331354.250000 Penalty: 2956.911377
	Iteration 55Q: 3 clusters Score -2331354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2331351.500000 Penalty: 2956.911377
	Iteration 56Q: 3 clusters Score -2331352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2331349.000000 Penalty: 2956.911377
	Iteration 57Q: 3 clusters Score -2331349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2331349.000000 Penalty: 2956.911377
	Iteration 58Q: 3 clusters Score -2331349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2331348.000000 Penalty: 2956.911377
	Iteration 59Q: 3 clusters Score -2331348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2331352.750000 Penalty: 2956.911377
	Iteration 60F: 3 clusters Score -2331353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2331355.750000 Penalty: 2956.911377
	Iteration 61Q: 3 clusters Score -2331356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2331358.250000 Penalty: 2956.911377
	Iteration 62Q: 3 clusters Score -2331358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2331356.750000 Penalty: 2956.911377
	Iteration 63Q: 3 clusters Score -2331357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2331363.000000 Penalty: 2956.911377
	Iteration 64Q: 3 clusters Score -2331363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2331359.250000 Penalty: 2956.911377
	Iteration 65Q: 3 clusters Score -2331359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2331361.250000 Penalty: 2956.911377
	Iteration 66Q: 3 clusters Score -2331361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2331361.000000 Penalty: 2956.911377
	Iteration 67Q: 3 clusters Score -2331361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2331366.250000 Penalty: 2956.911377
	Iteration 68Q: 3 clusters Score -2331366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2331363.750000 Penalty: 2956.911377
	Iteration 69Q: 3 clusters Score -2331364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2331357.000000 Penalty: 2956.911377
	Iteration 70Q: 3 clusters Score -2331357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2331363.000000 Penalty: 2956.911377
	Iteration 71Q: 3 clusters Score -2331363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2331358.500000 Penalty: 2956.911377
	Iteration 72Q: 3 clusters Score -2331358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2331362.000000 Penalty: 2956.911377
	Iteration 73Q: 3 clusters Score -2331362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2331362.000000 Penalty: 2956.911377
	Iteration 74Q: 3 clusters Score -2331362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2331360.250000 Penalty: 2956.911377
	Iteration 75Q: 3 clusters Score -2331360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2331356.500000 Penalty: 2956.911377
	Iteration 76Q: 3 clusters Score -2331356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2331361.750000 Penalty: 2956.911377
	Iteration 77Q: 3 clusters Score -2331362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2331360.250000 Penalty: 2956.911377
	Iteration 78Q: 3 clusters Score -2331360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2331359.750000 Penalty: 2956.911377
	Iteration 79Q: 3 clusters Score -2331360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2331360.500000 Penalty: 2956.911377
	Iteration 80F: 3 clusters Score -2331360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2331360.000000 Penalty: 2956.911377
	Iteration 81Q: 3 clusters Score -2331360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2331362.000000 Penalty: 2956.911377
	Iteration 82Q: 3 clusters Score -2331362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2331357.750000 Penalty: 2956.911377
	Iteration 83Q: 3 clusters Score -2331358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2331359.250000 Penalty: 2956.911377
	Iteration 84Q: 3 clusters Score -2331359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2331357.750000 Penalty: 2956.911377
	Iteration 85Q: 3 clusters Score -2331358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2331358.250000 Penalty: 2956.911377
	Iteration 86Q: 3 clusters Score -2331358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2331358.500000 Penalty: 2956.911377
	Iteration 87Q: 3 clusters Score -2331358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2331360.250000 Penalty: 2956.911377
	Iteration 88Q: 3 clusters Score -2331360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2331361.000000 Penalty: 2956.911377
	Iteration 89Q: 3 clusters Score -2331361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2331362.500000 Penalty: 2956.911377
	Iteration 90Q: 3 clusters Score -2331362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2331366.000000 Penalty: 2956.911377
	Iteration 91Q: 3 clusters Score -2331366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2331362.250000 Penalty: 2956.911377
	Iteration 92Q: 3 clusters Score -2331362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2331363.500000 Penalty: 2956.911377
	Iteration 93Q: 3 clusters Score -2331364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2331364.750000 Penalty: 2956.911377
	Iteration 94Q: 3 clusters Score -2331365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2331361.000000 Penalty: 2956.911377
	Iteration 95Q: 3 clusters Score -2331361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2331362.750000 Penalty: 2956.911377
	Iteration 96Q: 3 clusters Score -2331363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2331362.750000 Penalty: 2956.911377
	Iteration 97F: 3 clusters Score -2331363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Entering Unmasked Estep 
Score: -3747823.250000 Penalty: 1543.900635
	Iteration 0F: 2 clusters Score -3747823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3727114.500000 Penalty: 3087.801270
	Iteration 0F: 3 clusters Score -3727114 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3734886.500000 Penalty: 3087.801270
	Iteration 1F: 3 clusters Score -3734886 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3735424.500000 Penalty: 3087.801270
	Iteration 2Q: 3 clusters Score -3735424 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3736010.000000 Penalty: 3087.801270
	Iteration 3Q: 3 clusters Score -3736010 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3736750.500000 Penalty: 3087.801270
	Iteration 4F: 3 clusters Score -3736750 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3737648.500000 Penalty: 3087.801270
	Iteration 5F: 3 clusters Score -3737648 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3738901.500000 Penalty: 3087.801270
	Iteration 6F: 3 clusters Score -3738902 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3740490.250000 Penalty: 3087.801270
	Iteration 7F: 3 clusters Score -3740490 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3742217.500000 Penalty: 3087.801270
	Iteration 8F: 3 clusters Score -3742218 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3743668.750000 Penalty: 3087.801270
	Iteration 9F: 3 clusters Score -3743669 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3744720.750000 Penalty: 3087.801270
	Iteration 10Q: 3 clusters Score -3744721 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3745362.250000 Penalty: 3087.801270
	Iteration 11Q: 3 clusters Score -3745362 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3745765.250000 Penalty: 3087.801270
	Iteration 12Q: 3 clusters Score -3745765 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3746020.500000 Penalty: 3087.801270
	Iteration 13Q: 3 clusters Score -3746020 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3746161.000000 Penalty: 3087.801270
	Iteration 14Q: 3 clusters Score -3746161 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3746268.750000 Penalty: 3087.801270
	Iteration 15Q: 3 clusters Score -3746269 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3746324.250000 Penalty: 3087.801270
	Iteration 16Q: 3 clusters Score -3746324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3746383.750000 Penalty: 3087.801270
	Iteration 17Q: 3 clusters Score -3746384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3746437.250000 Penalty: 3087.801270
	Iteration 18Q: 3 clusters Score -3746437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3746486.500000 Penalty: 3087.801270
	Iteration 19Q: 3 clusters Score -3746486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3746520.500000 Penalty: 3087.801270
	Iteration 20F: 3 clusters Score -3746520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3746560.250000 Penalty: 3087.801270
	Iteration 21Q: 3 clusters Score -3746560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3746570.250000 Penalty: 3087.801270
	Iteration 22Q: 3 clusters Score -3746570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3746584.750000 Penalty: 3087.801270
	Iteration 23Q: 3 clusters Score -3746585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3746604.500000 Penalty: 3087.801270
	Iteration 24Q: 3 clusters Score -3746604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3746612.750000 Penalty: 3087.801270
	Iteration 25Q: 3 clusters Score -3746613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3746626.250000 Penalty: 3087.801270
	Iteration 26Q: 3 clusters Score -3746626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3746630.000000 Penalty: 3087.801270
	Iteration 27Q: 3 clusters Score -3746630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3746631.750000 Penalty: 3087.801270
	Iteration 28Q: 3 clusters Score -3746632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3746644.750000 Penalty: 3087.801270
	Iteration 29Q: 3 clusters Score -3746645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3746652.250000 Penalty: 3087.801270
	Iteration 30Q: 3 clusters Score -3746652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3746657.000000 Penalty: 3087.801270
	Iteration 31Q: 3 clusters Score -3746657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3746663.750000 Penalty: 3087.801270
	Iteration 32Q: 3 clusters Score -3746664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3746667.750000 Penalty: 3087.801270
	Iteration 33Q: 3 clusters Score -3746668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3746671.500000 Penalty: 3087.801270
	Iteration 34Q: 3 clusters Score -3746672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3746668.500000 Penalty: 3087.801270
	Iteration 35Q: 3 clusters Score -3746668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3746668.750000 Penalty: 3087.801270
	Iteration 36Q: 3 clusters Score -3746669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3746672.500000 Penalty: 3087.801270
	Iteration 37Q: 3 clusters Score -3746672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -3746673.500000 Penalty: 3087.801270
	Iteration 38Q: 3 clusters Score -3746674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3746673.750000 Penalty: 3087.801270
	Iteration 39Q: 3 clusters Score -3746674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3746676.750000 Penalty: 3087.801270
	Iteration 40F: 3 clusters Score -3746677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3746678.000000 Penalty: 3087.801270
	Iteration 41Q: 3 clusters Score -3746678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3746678.000000 Penalty: 3087.801270
	Iteration 42F: 3 clusters Score -3746678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1612530.500000 Penalty: 1424.953857
	Iteration 0F: 2 clusters Score -1612530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1603054.250000 Penalty: 2849.907715
	Iteration 0F: 3 clusters Score -1603054 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1606420.250000 Penalty: 2849.907715
	Iteration 1F: 3 clusters Score -1606420 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1606805.375000 Penalty: 2849.907715
	Iteration 2F: 3 clusters Score -1606805 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1607087.250000 Penalty: 2849.907715
	Iteration 3Q: 3 clusters Score -1607087 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1607364.375000 Penalty: 2849.907715
	Iteration 4Q: 3 clusters Score -1607364 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1607696.625000 Penalty: 2849.907715
	Iteration 5Q: 3 clusters Score -1607697 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1608061.750000 Penalty: 2849.907715
	Iteration 6Q: 3 clusters Score -1608062 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1608437.375000 Penalty: 2849.907715
	Iteration 7Q: 3 clusters Score -1608437 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1608816.625000 Penalty: 2849.907715
	Iteration 8Q: 3 clusters Score -1608817 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1609243.250000 Penalty: 2849.907715
	Iteration 9Q: 3 clusters Score -1609243 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1609741.875000 Penalty: 2849.907715
	Iteration 10Q: 3 clusters Score -1609742 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1610154.750000 Penalty: 2849.907715
	Iteration 11Q: 3 clusters Score -1610155 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1610475.625000 Penalty: 2849.907715
	Iteration 12Q: 3 clusters Score -1610476 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1610743.375000 Penalty: 2849.907715
	Iteration 13Q: 3 clusters Score -1610743 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1610942.500000 Penalty: 2849.907715
	Iteration 14Q: 3 clusters Score -1610942 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1611081.375000 Penalty: 2849.907715
	Iteration 15Q: 3 clusters Score -1611081 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1611186.375000 Penalty: 2849.907715
	Iteration 16Q: 3 clusters Score -1611186 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1611277.750000 Penalty: 2849.907715
	Iteration 17Q: 3 clusters Score -1611278 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1611356.250000 Penalty: 2849.907715
	Iteration 18Q: 3 clusters Score -1611356 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1611433.625000 Penalty: 2849.907715
	Iteration 19Q: 3 clusters Score -1611434 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1611486.750000 Penalty: 2849.907715
	Iteration 20F: 3 clusters Score -1611487 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1611533.750000 Penalty: 2849.907715
	Iteration 21Q: 3 clusters Score -1611534 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1611572.000000 Penalty: 2849.907715
	Iteration 22Q: 3 clusters Score -1611572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1611596.000000 Penalty: 2849.907715
	Iteration 23Q: 3 clusters Score -1611596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1611618.500000 Penalty: 2849.907715
	Iteration 24Q: 3 clusters Score -1611618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1611642.000000 Penalty: 2849.907715
	Iteration 25Q: 3 clusters Score -1611642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1611657.750000 Penalty: 2849.907715
	Iteration 26Q: 3 clusters Score -1611658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1611675.000000 Penalty: 2849.907715
	Iteration 27Q: 3 clusters Score -1611675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1611683.000000 Penalty: 2849.907715
	Iteration 28Q: 3 clusters Score -1611683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1611695.625000 Penalty: 2849.907715
	Iteration 29Q: 3 clusters Score -1611696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1611704.000000 Penalty: 2849.907715
	Iteration 30Q: 3 clusters Score -1611704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1611709.000000 Penalty: 2849.907715
	Iteration 31Q: 3 clusters Score -1611709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1611708.000000 Penalty: 2849.907715
	Iteration 32Q: 3 clusters Score -1611708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1611712.875000 Penalty: 2849.907715
	Iteration 33Q: 3 clusters Score -1611713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1611712.500000 Penalty: 2849.907715
	Iteration 34Q: 3 clusters Score -1611712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1611718.125000 Penalty: 2849.907715
	Iteration 35Q: 3 clusters Score -1611718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1611721.125000 Penalty: 2849.907715
	Iteration 36Q: 3 clusters Score -1611721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1611714.500000 Penalty: 2849.907715
	Iteration 37Q: 3 clusters Score -1611714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1611719.750000 Penalty: 2849.907715
	Iteration 38Q: 3 clusters Score -1611720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1611726.750000 Penalty: 2849.907715
	Iteration 39Q: 3 clusters Score -1611727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1611731.000000 Penalty: 2849.907715
	Iteration 40F: 3 clusters Score -1611731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1611731.000000 Penalty: 2849.907715
	Iteration 41Q: 3 clusters Score -1611731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1611728.750000 Penalty: 2849.907715
	Iteration 42Q: 3 clusters Score -1611729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1611737.375000 Penalty: 2849.907715
	Iteration 43Q: 3 clusters Score -1611737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1611740.000000 Penalty: 2849.907715
	Iteration 44Q: 3 clusters Score -1611740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1611741.000000 Penalty: 2849.907715
	Iteration 45Q: 3 clusters Score -1611741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1611742.500000 Penalty: 2849.907715
	Iteration 46Q: 3 clusters Score -1611742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1611739.375000 Penalty: 2849.907715
	Iteration 47Q: 3 clusters Score -1611739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1611738.500000 Penalty: 2849.907715
	Iteration 48Q: 3 clusters Score -1611738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1611738.500000 Penalty: 2849.907715
	Iteration 49Q: 3 clusters Score -1611738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1611737.500000 Penalty: 2849.907715
	Iteration 50Q: 3 clusters Score -1611738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1611742.500000 Penalty: 2849.907715
	Iteration 51Q: 3 clusters Score -1611742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1611744.250000 Penalty: 2849.907715
	Iteration 52Q: 3 clusters Score -1611744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1611743.625000 Penalty: 2849.907715
	Iteration 53Q: 3 clusters Score -1611744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1611745.625000 Penalty: 2849.907715
	Iteration 54Q: 3 clusters Score -1611746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1611741.875000 Penalty: 2849.907715
	Iteration 55Q: 3 clusters Score -1611742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1611741.875000 Penalty: 2849.907715
	Iteration 56Q: 3 clusters Score -1611742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1611741.875000 Penalty: 2849.907715
	Iteration 57F: 3 clusters Score -1611742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -760417.000000 Penalty: 1312.893066
	Iteration 0F: 2 clusters Score -760417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -755614.062500 Penalty: 2625.786133
	Iteration 0F: 3 clusters Score -755614.1 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -757148.937500 Penalty: 2625.786133
	Iteration 1F: 3 clusters Score -757148.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -757400.312500 Penalty: 2625.786133
	Iteration 2F: 3 clusters Score -757400.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -757568.312500 Penalty: 2625.786133
	Iteration 3F: 3 clusters Score -757568.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -757685.750000 Penalty: 2625.786133
	Iteration 4Q: 3 clusters Score -757685.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -757774.125000 Penalty: 2625.786133
	Iteration 5Q: 3 clusters Score -757774.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -757840.250000 Penalty: 2625.786133
	Iteration 6Q: 3 clusters Score -757840.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -757909.875000 Penalty: 2625.786133
	Iteration 7Q: 3 clusters Score -757909.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -757994.062500 Penalty: 2625.786133
	Iteration 8Q: 3 clusters Score -757994.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -758078.375000 Penalty: 2625.786133
	Iteration 9Q: 3 clusters Score -758078.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -758161.937500 Penalty: 2625.786133
	Iteration 10Q: 3 clusters Score -758161.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -758248.500000 Penalty: 2625.786133
	Iteration 11Q: 3 clusters Score -758248.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -758339.500000 Penalty: 2625.786133
	Iteration 12Q: 3 clusters Score -758339.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -758446.500000 Penalty: 2625.786133
	Iteration 13Q: 3 clusters Score -758446.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -758553.437500 Penalty: 2625.786133
	Iteration 14Q: 3 clusters Score -758553.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -758658.875000 Penalty: 2625.786133
	Iteration 15Q: 3 clusters Score -758658.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -758744.875000 Penalty: 2625.786133
	Iteration 16Q: 3 clusters Score -758744.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -758819.562500 Penalty: 2625.786133
	Iteration 17Q: 3 clusters Score -758819.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -758898.812500 Penalty: 2625.786133
	Iteration 18Q: 3 clusters Score -758898.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -758986.562500 Penalty: 2625.786133
	Iteration 19Q: 3 clusters Score -758986.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -759066.250000 Penalty: 2625.786133
	Iteration 20F: 3 clusters Score -759066.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -759135.687500 Penalty: 2625.786133
	Iteration 21Q: 3 clusters Score -759135.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -759189.812500 Penalty: 2625.786133
	Iteration 22Q: 3 clusters Score -759189.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -759233.187500 Penalty: 2625.786133
	Iteration 23Q: 3 clusters Score -759233.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -759271.562500 Penalty: 2625.786133
	Iteration 24Q: 3 clusters Score -759271.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -759300.062500 Penalty: 2625.786133
	Iteration 25Q: 3 clusters Score -759300.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -759324.937500 Penalty: 2625.786133
	Iteration 26Q: 3 clusters Score -759324.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -759349.125000 Penalty: 2625.786133
	Iteration 27Q: 3 clusters Score -759349.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -759371.562500 Penalty: 2625.786133
	Iteration 28Q: 3 clusters Score -759371.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -759395.500000 Penalty: 2625.786133
	Iteration 29Q: 3 clusters Score -759395.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -759414.937500 Penalty: 2625.786133
	Iteration 30Q: 3 clusters Score -759414.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -759432.750000 Penalty: 2625.786133
	Iteration 31Q: 3 clusters Score -759432.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -759442.000000 Penalty: 2625.786133
	Iteration 32Q: 3 clusters Score -759442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -759450.125000 Penalty: 2625.786133
	Iteration 33Q: 3 clusters Score -759450.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -759463.125000 Penalty: 2625.786133
	Iteration 34Q: 3 clusters Score -759463.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -759476.812500 Penalty: 2625.786133
	Iteration 35Q: 3 clusters Score -759476.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -759491.125000 Penalty: 2625.786133
	Iteration 36Q: 3 clusters Score -759491.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -759507.687500 Penalty: 2625.786133
	Iteration 37Q: 3 clusters Score -759507.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -759520.187500 Penalty: 2625.786133
	Iteration 38Q: 3 clusters Score -759520.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -759532.062500 Penalty: 2625.786133
	Iteration 39Q: 3 clusters Score -759532.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -759543.125000 Penalty: 2625.786133
	Iteration 40F: 3 clusters Score -759543.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -759558.750000 Penalty: 2625.786133
	Iteration 41Q: 3 clusters Score -759558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -759573.375000 Penalty: 2625.786133
	Iteration 42Q: 3 clusters Score -759573.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -759588.125000 Penalty: 2625.786133
	Iteration 43Q: 3 clusters Score -759588.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -759598.375000 Penalty: 2625.786133
	Iteration 44Q: 3 clusters Score -759598.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -759609.000000 Penalty: 2625.786133
	Iteration 45Q: 3 clusters Score -759609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -759618.187500 Penalty: 2625.786133
	Iteration 46Q: 3 clusters Score -759618.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -759623.687500 Penalty: 2625.786133
	Iteration 47Q: 3 clusters Score -759623.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -759630.000000 Penalty: 2625.786133
	Iteration 48Q: 3 clusters Score -759630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -759638.250000 Penalty: 2625.786133
	Iteration 49Q: 3 clusters Score -759638.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -759644.750000 Penalty: 2625.786133
	Iteration 50Q: 3 clusters Score -759644.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -759652.250000 Penalty: 2625.786133
	Iteration 51Q: 3 clusters Score -759652.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -759660.250000 Penalty: 2625.786133
	Iteration 52Q: 3 clusters Score -759660.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -759666.875000 Penalty: 2625.786133
	Iteration 53Q: 3 clusters Score -759666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -759670.562500 Penalty: 2625.786133
	Iteration 54Q: 3 clusters Score -759670.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -759676.750000 Penalty: 2625.786133
	Iteration 55Q: 3 clusters Score -759676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -759681.187500 Penalty: 2625.786133
	Iteration 56Q: 3 clusters Score -759681.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -759686.750000 Penalty: 2625.786133
	Iteration 57Q: 3 clusters Score -759686.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -759694.187500 Penalty: 2625.786133
	Iteration 58Q: 3 clusters Score -759694.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -759700.312500 Penalty: 2625.786133
	Iteration 59Q: 3 clusters Score -759700.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -759708.250000 Penalty: 2625.786133
	Iteration 60F: 3 clusters Score -759708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -759715.187500 Penalty: 2625.786133
	Iteration 61Q: 3 clusters Score -759715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -759721.375000 Penalty: 2625.786133
	Iteration 62Q: 3 clusters Score -759721.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -759734.875000 Penalty: 2625.786133
	Iteration 63Q: 3 clusters Score -759734.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -759746.812500 Penalty: 2625.786133
	Iteration 64Q: 3 clusters Score -759746.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -759754.812500 Penalty: 2625.786133
	Iteration 65Q: 3 clusters Score -759754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -759762.937500 Penalty: 2625.786133
	Iteration 66Q: 3 clusters Score -759762.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -759777.750000 Penalty: 2625.786133
	Iteration 67Q: 3 clusters Score -759777.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -759792.375000 Penalty: 2625.786133
	Iteration 68Q: 3 clusters Score -759792.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -759811.125000 Penalty: 2625.786133
	Iteration 69Q: 3 clusters Score -759811.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -759838.375000 Penalty: 2625.786133
	Iteration 70Q: 3 clusters Score -759838.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -759859.500000 Penalty: 2625.786133
	Iteration 71Q: 3 clusters Score -759859.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -759872.437500 Penalty: 2625.786133
	Iteration 72Q: 3 clusters Score -759872.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -759889.687500 Penalty: 2625.786133
	Iteration 73Q: 3 clusters Score -759889.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -759904.812500 Penalty: 2625.786133
	Iteration 74Q: 3 clusters Score -759904.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -759922.375000 Penalty: 2625.786133
	Iteration 75Q: 3 clusters Score -759922.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -759939.062500 Penalty: 2625.786133
	Iteration 76Q: 3 clusters Score -759939.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -759955.562500 Penalty: 2625.786133
	Iteration 77Q: 3 clusters Score -759955.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -759976.000000 Penalty: 2625.786133
	Iteration 78Q: 3 clusters Score -759976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -759992.937500 Penalty: 2625.786133
	Iteration 79Q: 3 clusters Score -759992.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -760009.625000 Penalty: 2625.786133
	Iteration 80F: 3 clusters Score -760009.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -760029.250000 Penalty: 2625.786133
	Iteration 81Q: 3 clusters Score -760029.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -760046.437500 Penalty: 2625.786133
	Iteration 82Q: 3 clusters Score -760046.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -760066.125000 Penalty: 2625.786133
	Iteration 83Q: 3 clusters Score -760066.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -760087.375000 Penalty: 2625.786133
	Iteration 84Q: 3 clusters Score -760087.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -760102.437500 Penalty: 2625.786133
	Iteration 85Q: 3 clusters Score -760102.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -760119.750000 Penalty: 2625.786133
	Iteration 86Q: 3 clusters Score -760119.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -760139.875000 Penalty: 2625.786133
	Iteration 87Q: 3 clusters Score -760139.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -760161.125000 Penalty: 2625.786133
	Iteration 88Q: 3 clusters Score -760161.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -760180.125000 Penalty: 2625.786133
	Iteration 89Q: 3 clusters Score -760180.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -760200.062500 Penalty: 2625.786133
	Iteration 90Q: 3 clusters Score -760200.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -760216.500000 Penalty: 2625.786133
	Iteration 91Q: 3 clusters Score -760216.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -760227.000000 Penalty: 2625.786133
	Iteration 92Q: 3 clusters Score -760227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -760237.625000 Penalty: 2625.786133
	Iteration 93Q: 3 clusters Score -760237.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -760244.312500 Penalty: 2625.786133
	Iteration 94Q: 3 clusters Score -760244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -760249.750000 Penalty: 2625.786133
	Iteration 95Q: 3 clusters Score -760249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -760255.312500 Penalty: 2625.786133
	Iteration 96Q: 3 clusters Score -760255.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -760256.812500 Penalty: 2625.786133
	Iteration 97Q: 3 clusters Score -760256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -760258.125000 Penalty: 2625.786133
	Iteration 98Q: 3 clusters Score -760258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -760257.937500 Penalty: 2625.786133
	Iteration 99Q: 3 clusters Score -760257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -760260.125000 Penalty: 2625.786133
	Iteration 100F: 3 clusters Score -760260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -760259.562500 Penalty: 2625.786133
	Iteration 101Q: 3 clusters Score -760259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -760259.562500 Penalty: 2625.786133
	Iteration 102F: 3 clusters Score -760259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Entering Unmasked Estep 
Score: -7795082.000000 Penalty: 1652.453491
	Iteration 0F: 2 clusters Score -7795082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -7751954.500000 Penalty: 3304.906982
	Iteration 0F: 3 clusters Score -7751954 nChanged 30922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -7769222.500000 Penalty: 3304.906982
	Iteration 1F: 3 clusters Score -7769222 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7769843.000000 Penalty: 3304.906982
	Iteration 2Q: 3 clusters Score -7769843 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7770491.500000 Penalty: 3304.906982
	Iteration 3Q: 3 clusters Score -7770492 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -7771403.000000 Penalty: 3304.906982
	Iteration 4Q: 3 clusters Score -7771403 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -7772837.500000 Penalty: 3304.906982
	Iteration 5Q: 3 clusters Score -7772838 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -7775102.000000 Penalty: 3304.906982
	Iteration 6F: 3 clusters Score -7775102 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -7778996.500000 Penalty: 3304.906982
	Iteration 7F: 3 clusters Score -7778996 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -7783948.000000 Penalty: 3304.906982
	Iteration 8F: 3 clusters Score -7783948 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7788785.000000 Penalty: 3304.906982
	Iteration 9F: 3 clusters Score -7788785 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7791731.000000 Penalty: 3304.906982
	Iteration 10Q: 3 clusters Score -7791731 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7792967.000000 Penalty: 3304.906982
	Iteration 11Q: 3 clusters Score -7792967 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7793375.000000 Penalty: 3304.906982
	Iteration 12Q: 3 clusters Score -7793375 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7793543.000000 Penalty: 3304.906982
	Iteration 13Q: 3 clusters Score -7793543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7793588.500000 Penalty: 3304.906982
	Iteration 14Q: 3 clusters Score -7793588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7793638.000000 Penalty: 3304.906982
	Iteration 15Q: 3 clusters Score -7793638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7793668.500000 Penalty: 3304.906982
	Iteration 16Q: 3 clusters Score -7793668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7793674.000000 Penalty: 3304.906982
	Iteration 17Q: 3 clusters Score -7793674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7793692.000000 Penalty: 3304.906982
	Iteration 18Q: 3 clusters Score -7793692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7793698.000000 Penalty: 3304.906982
	Iteration 19Q: 3 clusters Score -7793698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7793696.500000 Penalty: 3304.906982
	Iteration 20F: 3 clusters Score -7793696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7793713.500000 Penalty: 3304.906982
	Iteration 21Q: 3 clusters Score -7793714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7793711.000000 Penalty: 3304.906982
	Iteration 22Q: 3 clusters Score -7793711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7793716.500000 Penalty: 3304.906982
	Iteration 23Q: 3 clusters Score -7793716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7793724.500000 Penalty: 3304.906982
	Iteration 24Q: 3 clusters Score -7793724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7793734.500000 Penalty: 3304.906982
	Iteration 25Q: 3 clusters Score -7793734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7793745.500000 Penalty: 3304.906982
	Iteration 26Q: 3 clusters Score -7793746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7793761.000000 Penalty: 3304.906982
	Iteration 27Q: 3 clusters Score -7793761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7793764.500000 Penalty: 3304.906982
	Iteration 28Q: 3 clusters Score -7793764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7793764.000000 Penalty: 3304.906982
	Iteration 29Q: 3 clusters Score -7793764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7793779.000000 Penalty: 3304.906982
	Iteration 30Q: 3 clusters Score -7793779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7793783.500000 Penalty: 3304.906982
	Iteration 31Q: 3 clusters Score -7793784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7793782.500000 Penalty: 3304.906982
	Iteration 32Q: 3 clusters Score -7793782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7793782.500000 Penalty: 3304.906982
	Iteration 33F: 3 clusters Score -7793782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Entering Unmasked Estep 
Score: -7808505.000000 Penalty: 1657.095947
	Iteration 0F: 2 clusters Score -7808505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7763989.000000 Penalty: 3314.191895
	Iteration 0F: 3 clusters Score -7763989 nChanged 31963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -7782410.000000 Penalty: 3314.191895
	Iteration 1F: 3 clusters Score -7782410 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -7783817.500000 Penalty: 3314.191895
	Iteration 2Q: 3 clusters Score -7783818 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -7785776.500000 Penalty: 3314.191895
	Iteration 3F: 3 clusters Score -7785776 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -7788156.500000 Penalty: 3314.191895
	Iteration 4F: 3 clusters Score -7788156 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7790844.500000 Penalty: 3314.191895
	Iteration 5F: 3 clusters Score -7790844 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -7793861.000000 Penalty: 3314.191895
	Iteration 6F: 3 clusters Score -7793861 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -7796976.000000 Penalty: 3314.191895
	Iteration 7F: 3 clusters Score -7796976 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -7799838.500000 Penalty: 3314.191895
	Iteration 8F: 3 clusters Score -7799838 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -7801953.500000 Penalty: 3314.191895
	Iteration 9Q: 3 clusters Score -7801954 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -7803320.500000 Penalty: 3314.191895
	Iteration 10Q: 3 clusters Score -7803320 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -7804145.000000 Penalty: 3314.191895
	Iteration 11Q: 3 clusters Score -7804145 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -7804822.000000 Penalty: 3314.191895
	Iteration 12Q: 3 clusters Score -7804822 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -7805440.000000 Penalty: 3314.191895
	Iteration 13Q: 3 clusters Score -7805440 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7805887.500000 Penalty: 3314.191895
	Iteration 14Q: 3 clusters Score -7805888 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -7806277.000000 Penalty: 3314.191895
	Iteration 15Q: 3 clusters Score -7806277 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7806564.500000 Penalty: 3314.191895
	Iteration 16Q: 3 clusters Score -7806564 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -7806848.500000 Penalty: 3314.191895
	Iteration 17Q: 3 clusters Score -7806848 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -7807082.500000 Penalty: 3314.191895
	Iteration 18Q: 3 clusters Score -7807082 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -7807304.000000 Penalty: 3314.191895
	Iteration 19Q: 3 clusters Score -7807304 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -7807532.500000 Penalty: 3314.191895
	Iteration 20F: 3 clusters Score -7807532 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7807708.500000 Penalty: 3314.191895
	Iteration 21Q: 3 clusters Score -7807708 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -7807859.000000 Penalty: 3314.191895
	Iteration 22Q: 3 clusters Score -7807859 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -7807975.000000 Penalty: 3314.191895
	Iteration 23Q: 3 clusters Score -7807975 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -7808030.000000 Penalty: 3314.191895
	Iteration 24Q: 3 clusters Score -7808030 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -7808118.500000 Penalty: 3314.191895
	Iteration 25Q: 3 clusters Score -7808118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -7808168.500000 Penalty: 3314.191895
	Iteration 26Q: 3 clusters Score -7808168 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -7808188.000000 Penalty: 3314.191895
	Iteration 27Q: 3 clusters Score -7808188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -7808246.000000 Penalty: 3314.191895
	Iteration 28Q: 3 clusters Score -7808246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -7808275.000000 Penalty: 3314.191895
	Iteration 29Q: 3 clusters Score -7808275 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -7808317.000000 Penalty: 3314.191895
	Iteration 30Q: 3 clusters Score -7808317 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -7808339.000000 Penalty: 3314.191895
	Iteration 31Q: 3 clusters Score -7808339 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -7808384.500000 Penalty: 3314.191895
	Iteration 32Q: 3 clusters Score -7808384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -7808365.500000 Penalty: 3314.191895
	Iteration 33Q: 3 clusters Score -7808366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -7808362.000000 Penalty: 3314.191895
	Iteration 34Q: 3 clusters Score -7808362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -7808374.500000 Penalty: 3314.191895
	Iteration 35Q: 3 clusters Score -7808374 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -7808388.000000 Penalty: 3314.191895
	Iteration 36Q: 3 clusters Score -7808388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -7808394.000000 Penalty: 3314.191895
	Iteration 37Q: 3 clusters Score -7808394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -7808398.000000 Penalty: 3314.191895
	Iteration 38Q: 3 clusters Score -7808398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -7808399.000000 Penalty: 3314.191895
	Iteration 39Q: 3 clusters Score -7808399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -7808418.500000 Penalty: 3314.191895
	Iteration 40F: 3 clusters Score -7808418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -7808441.500000 Penalty: 3314.191895
	Iteration 41Q: 3 clusters Score -7808442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -7808446.000000 Penalty: 3314.191895
	Iteration 42Q: 3 clusters Score -7808446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7808460.500000 Penalty: 3314.191895
	Iteration 43Q: 3 clusters Score -7808460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -7808472.500000 Penalty: 3314.191895
	Iteration 44Q: 3 clusters Score -7808472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -7808467.500000 Penalty: 3314.191895
	Iteration 45Q: 3 clusters Score -7808468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -7808474.500000 Penalty: 3314.191895
	Iteration 46Q: 3 clusters Score -7808474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -7808469.500000 Penalty: 3314.191895
	Iteration 47Q: 3 clusters Score -7808470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -7808469.000000 Penalty: 3314.191895
	Iteration 48Q: 3 clusters Score -7808469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -7808470.500000 Penalty: 3314.191895
	Iteration 49Q: 3 clusters Score -7808470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -7808485.500000 Penalty: 3314.191895
	Iteration 50Q: 3 clusters Score -7808486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -7808484.500000 Penalty: 3314.191895
	Iteration 51Q: 3 clusters Score -7808484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7808487.500000 Penalty: 3314.191895
	Iteration 52Q: 3 clusters Score -7808488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -7808488.500000 Penalty: 3314.191895
	Iteration 53Q: 3 clusters Score -7808488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -7808471.500000 Penalty: 3314.191895
	Iteration 54Q: 3 clusters Score -7808472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -7808477.000000 Penalty: 3314.191895
	Iteration 55Q: 3 clusters Score -7808477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -7808483.500000 Penalty: 3314.191895
	Iteration 56Q: 3 clusters Score -7808484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -7808499.500000 Penalty: 3314.191895
	Iteration 57Q: 3 clusters Score -7808500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -7808502.500000 Penalty: 3314.191895
	Iteration 58Q: 3 clusters Score -7808502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -7808495.500000 Penalty: 3314.191895
	Iteration 59Q: 3 clusters Score -7808496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -7808496.000000 Penalty: 3314.191895
	Iteration 60F: 3 clusters Score -7808496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -398410.375000 Penalty: 1217.273438
	Iteration 0F: 2 clusters Score -398410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -395631.968750 Penalty: 2434.546875
	Iteration 0F: 3 clusters Score -395632 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -396398.750000 Penalty: 2434.546875
	Iteration 1F: 3 clusters Score -396398.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -396542.781250 Penalty: 2434.546875
	Iteration 2F: 3 clusters Score -396542.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396620.125000 Penalty: 2434.546875
	Iteration 3Q: 3 clusters Score -396620.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -396661.031250 Penalty: 2434.546875
	Iteration 4Q: 3 clusters Score -396661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -396693.531250 Penalty: 2434.546875
	Iteration 5Q: 3 clusters Score -396693.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -396712.812500 Penalty: 2434.546875
	Iteration 6Q: 3 clusters Score -396712.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -396724.531250 Penalty: 2434.546875
	Iteration 7Q: 3 clusters Score -396724.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -396735.156250 Penalty: 2434.546875
	Iteration 8Q: 3 clusters Score -396735.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -396740.812500 Penalty: 2434.546875
	Iteration 9Q: 3 clusters Score -396740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -396745.406250 Penalty: 2434.546875
	Iteration 10Q: 3 clusters Score -396745.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -396748.031250 Penalty: 2434.546875
	Iteration 11Q: 3 clusters Score -396748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -396751.031250 Penalty: 2434.546875
	Iteration 12Q: 3 clusters Score -396751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -396753.906250 Penalty: 2434.546875
	Iteration 13Q: 3 clusters Score -396753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -396756.093750 Penalty: 2434.546875
	Iteration 14Q: 3 clusters Score -396756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -396758.031250 Penalty: 2434.546875
	Iteration 15Q: 3 clusters Score -396758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396758.281250 Penalty: 2434.546875
	Iteration 16Q: 3 clusters Score -396758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -396759.343750 Penalty: 2434.546875
	Iteration 17Q: 3 clusters Score -396759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -396761.343750 Penalty: 2434.546875
	Iteration 18Q: 3 clusters Score -396761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -396763.531250 Penalty: 2434.546875
	Iteration 19Q: 3 clusters Score -396763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -396764.062500 Penalty: 2434.546875
	Iteration 20F: 3 clusters Score -396764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -396763.906250 Penalty: 2434.546875
	Iteration 21Q: 3 clusters Score -396763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -396765.406250 Penalty: 2434.546875
	Iteration 22Q: 3 clusters Score -396765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396767.125000 Penalty: 2434.546875
	Iteration 23Q: 3 clusters Score -396767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396768.093750 Penalty: 2434.546875
	Iteration 24Q: 3 clusters Score -396768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396767.812500 Penalty: 2434.546875
	Iteration 25Q: 3 clusters Score -396767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -396769.281250 Penalty: 2434.546875
	Iteration 26Q: 3 clusters Score -396769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -396768.937500 Penalty: 2434.546875
	Iteration 27Q: 3 clusters Score -396768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -396771.625000 Penalty: 2434.546875
	Iteration 28Q: 3 clusters Score -396771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396772.062500 Penalty: 2434.546875
	Iteration 29Q: 3 clusters Score -396772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396773.656250 Penalty: 2434.546875
	Iteration 30Q: 3 clusters Score -396773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -396774.781250 Penalty: 2434.546875
	Iteration 31Q: 3 clusters Score -396774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -396775.218750 Penalty: 2434.546875
	Iteration 32Q: 3 clusters Score -396775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -396775.218750 Penalty: 2434.546875
	Iteration 33F: 3 clusters Score -396775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -48925.851562 Penalty: 915.526672
	Iteration 0F: 2 clusters Score -48925.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48054.574219 Penalty: 1831.053345
	Iteration 0F: 3 clusters Score -48054.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48252.800781 Penalty: 1831.053345
	Iteration 1F: 3 clusters Score -48252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48313.453125 Penalty: 1831.053345
	Iteration 2Q: 3 clusters Score -48313.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48351.917969 Penalty: 1831.053345
	Iteration 3Q: 3 clusters Score -48351.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48402.160156 Penalty: 1831.053345
	Iteration 4Q: 3 clusters Score -48402.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48426.433594 Penalty: 1831.053345
	Iteration 5Q: 3 clusters Score -48426.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48460.386719 Penalty: 1831.053345
	Iteration 6Q: 3 clusters Score -48460.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48498.097656 Penalty: 1831.053345
	Iteration 7Q: 3 clusters Score -48498.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48546.656250 Penalty: 1831.053345
	Iteration 8Q: 3 clusters Score -48546.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48594.617188 Penalty: 1831.053345
	Iteration 9Q: 3 clusters Score -48594.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48641.871094 Penalty: 1831.053345
	Iteration 10Q: 3 clusters Score -48641.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48679.558594 Penalty: 1831.053345
	Iteration 11Q: 3 clusters Score -48679.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48724.035156 Penalty: 1831.053345
	Iteration 12Q: 3 clusters Score -48724.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48750.675781 Penalty: 1831.053345
	Iteration 13Q: 3 clusters Score -48750.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48782.218750 Penalty: 1831.053345
	Iteration 14Q: 3 clusters Score -48782.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48805.980469 Penalty: 1831.053345
	Iteration 15Q: 3 clusters Score -48805.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48816.410156 Penalty: 1831.053345
	Iteration 16Q: 3 clusters Score -48816.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48822.832031 Penalty: 1831.053345
	Iteration 17Q: 3 clusters Score -48822.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48828.769531 Penalty: 1831.053345
	Iteration 18Q: 3 clusters Score -48828.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48834.175781 Penalty: 1831.053345
	Iteration 19Q: 3 clusters Score -48834.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48852.117188 Penalty: 1831.053345
	Iteration 20F: 3 clusters Score -48852.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48873.332031 Penalty: 1831.053345
	Iteration 21Q: 3 clusters Score -48873.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48917.636719 Penalty: 1831.053345
	Iteration 22Q: 3 clusters Score -48917.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48934.148438 Penalty: 1831.053345
	Iteration 23Q: 3 clusters Score -48934.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48946.496094 Penalty: 1831.053345
	Iteration 24Q: 3 clusters Score -48946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48972.808594 Penalty: 1831.053345
	Iteration 25Q: 3 clusters Score -48972.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49003.542969 Penalty: 1831.053345
	Iteration 26Q: 3 clusters Score -49003.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49009.664062 Penalty: 1831.053345
	Iteration 27Q: 3 clusters Score -49009.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49015.550781 Penalty: 1831.053345
	Iteration 28Q: 3 clusters Score -49015.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49017.218750 Penalty: 1831.053345
	Iteration 29Q: 3 clusters Score -49017.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49017.218750 Penalty: 1831.053345
	Iteration 30F: 3 clusters Score -49017.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 483 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55112 members 
Mstep: Class 61 contains 35971 members 
Mstep: Class 62 contains 316 members 
Entering Unmasked Estep 
Score: -111093960.000000 Penalty: 127491.296875
Splitting cluster 21 changes total score from -111062808.000000 to -111093960.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 22 (6185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Entering Unmasked Estep 
Score: -680615.812500 Penalty: 1299.006470
	Iteration 0F: 2 clusters Score -680615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -676206.250000 Penalty: 2598.012939
	Iteration 0F: 3 clusters Score -676206.2 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -677593.125000 Penalty: 2598.012939
	Iteration 1F: 3 clusters Score -677593.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -677853.437500 Penalty: 2598.012939
	Iteration 2F: 3 clusters Score -677853.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -678063.875000 Penalty: 2598.012939
	Iteration 3F: 3 clusters Score -678063.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -678237.250000 Penalty: 2598.012939
	Iteration 4Q: 3 clusters Score -678237.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -678414.000000 Penalty: 2598.012939
	Iteration 5Q: 3 clusters Score -678414 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -678593.312500 Penalty: 2598.012939
	Iteration 6Q: 3 clusters Score -678593.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -678754.250000 Penalty: 2598.012939
	Iteration 7Q: 3 clusters Score -678754.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -678924.187500 Penalty: 2598.012939
	Iteration 8Q: 3 clusters Score -678924.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -679081.750000 Penalty: 2598.012939
	Iteration 9Q: 3 clusters Score -679081.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -679216.375000 Penalty: 2598.012939
	Iteration 10Q: 3 clusters Score -679216.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -679322.562500 Penalty: 2598.012939
	Iteration 11Q: 3 clusters Score -679322.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -679403.625000 Penalty: 2598.012939
	Iteration 12Q: 3 clusters Score -679403.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -679475.000000 Penalty: 2598.012939
	Iteration 13Q: 3 clusters Score -679475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -679536.812500 Penalty: 2598.012939
	Iteration 14Q: 3 clusters Score -679536.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -679577.937500 Penalty: 2598.012939
	Iteration 15Q: 3 clusters Score -679577.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -679618.375000 Penalty: 2598.012939
	Iteration 16Q: 3 clusters Score -679618.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -679654.562500 Penalty: 2598.012939
	Iteration 17Q: 3 clusters Score -679654.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -679702.812500 Penalty: 2598.012939
	Iteration 18Q: 3 clusters Score -679702.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -679748.625000 Penalty: 2598.012939
	Iteration 19Q: 3 clusters Score -679748.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -679778.187500 Penalty: 2598.012939
	Iteration 20F: 3 clusters Score -679778.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -679806.437500 Penalty: 2598.012939
	Iteration 21Q: 3 clusters Score -679806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -679824.187500 Penalty: 2598.012939
	Iteration 22Q: 3 clusters Score -679824.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -679841.437500 Penalty: 2598.012939
	Iteration 23Q: 3 clusters Score -679841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -679864.937500 Penalty: 2598.012939
	Iteration 24Q: 3 clusters Score -679864.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -679883.125000 Penalty: 2598.012939
	Iteration 25Q: 3 clusters Score -679883.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -679892.062500 Penalty: 2598.012939
	Iteration 26Q: 3 clusters Score -679892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -679902.000000 Penalty: 2598.012939
	Iteration 27Q: 3 clusters Score -679902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -679904.562500 Penalty: 2598.012939
	Iteration 28Q: 3 clusters Score -679904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -679908.562500 Penalty: 2598.012939
	Iteration 29Q: 3 clusters Score -679908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -679911.437500 Penalty: 2598.012939
	Iteration 30Q: 3 clusters Score -679911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -679910.562500 Penalty: 2598.012939
	Iteration 31Q: 3 clusters Score -679910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -679911.312500 Penalty: 2598.012939
	Iteration 32Q: 3 clusters Score -679911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -679911.687500 Penalty: 2598.012939
	Iteration 33Q: 3 clusters Score -679911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -679912.625000 Penalty: 2598.012939
	Iteration 34Q: 3 clusters Score -679912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -679912.625000 Penalty: 2598.012939
	Iteration 35Q: 3 clusters Score -679912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -679913.875000 Penalty: 2598.012939
	Iteration 36Q: 3 clusters Score -679913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -679912.812500 Penalty: 2598.012939
	Iteration 37Q: 3 clusters Score -679912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -679913.750000 Penalty: 2598.012939
	Iteration 38Q: 3 clusters Score -679913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -679913.625000 Penalty: 2598.012939
	Iteration 39Q: 3 clusters Score -679913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -679914.062500 Penalty: 2598.012939
	Iteration 40F: 3 clusters Score -679914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -679915.312500 Penalty: 2598.012939
	Iteration 41Q: 3 clusters Score -679915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -679915.312500 Penalty: 2598.012939
	Iteration 42F: 3 clusters Score -679915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -129368.492188 Penalty: 1073.627686
	Iteration 0F: 2 clusters Score -129368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127900.226562 Penalty: 2147.255371
	Iteration 0F: 3 clusters Score -127900.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128268.054688 Penalty: 2147.255371
	Iteration 1F: 3 clusters Score -128268.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128418.695312 Penalty: 2147.255371
	Iteration 2F: 3 clusters Score -128418.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128520.328125 Penalty: 2147.255371
	Iteration 3F: 3 clusters Score -128520.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -128598.421875 Penalty: 2147.255371
	Iteration 4Q: 3 clusters Score -128598.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128657.859375 Penalty: 2147.255371
	Iteration 5Q: 3 clusters Score -128657.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128719.539062 Penalty: 2147.255371
	Iteration 6Q: 3 clusters Score -128719.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128770.531250 Penalty: 2147.255371
	Iteration 7Q: 3 clusters Score -128770.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128819.304688 Penalty: 2147.255371
	Iteration 8Q: 3 clusters Score -128819.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128855.078125 Penalty: 2147.255371
	Iteration 9Q: 3 clusters Score -128855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128888.828125 Penalty: 2147.255371
	Iteration 10Q: 3 clusters Score -128888.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128926.921875 Penalty: 2147.255371
	Iteration 11Q: 3 clusters Score -128926.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128954.890625 Penalty: 2147.255371
	Iteration 12Q: 3 clusters Score -128954.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128994.328125 Penalty: 2147.255371
	Iteration 13Q: 3 clusters Score -128994.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129038.132812 Penalty: 2147.255371
	Iteration 14Q: 3 clusters Score -129038.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129091.421875 Penalty: 2147.255371
	Iteration 15Q: 3 clusters Score -129091.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129146.500000 Penalty: 2147.255371
	Iteration 16Q: 3 clusters Score -129146.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129188.320312 Penalty: 2147.255371
	Iteration 17Q: 3 clusters Score -129188.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129214.820312 Penalty: 2147.255371
	Iteration 18Q: 3 clusters Score -129214.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129235.406250 Penalty: 2147.255371
	Iteration 19Q: 3 clusters Score -129235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129251.984375 Penalty: 2147.255371
	Iteration 20F: 3 clusters Score -129252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129269.625000 Penalty: 2147.255371
	Iteration 21Q: 3 clusters Score -129269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129278.453125 Penalty: 2147.255371
	Iteration 22Q: 3 clusters Score -129278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129281.054688 Penalty: 2147.255371
	Iteration 23Q: 3 clusters Score -129281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129281.054688 Penalty: 2147.255371
	Iteration 24F: 3 clusters Score -129281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Entering Unmasked Estep 
Score: -7487699.000000 Penalty: 1653.709839
	Iteration 0F: 2 clusters Score -7487699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -7444170.000000 Penalty: 3307.419678
	Iteration 0F: 3 clusters Score -7444170 nChanged 31310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -7461952.000000 Penalty: 3307.419678
	Iteration 1F: 3 clusters Score -7461952 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -7462879.000000 Penalty: 3307.419678
	Iteration 2Q: 3 clusters Score -7462879 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -7464089.000000 Penalty: 3307.419678
	Iteration 3Q: 3 clusters Score -7464089 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7465590.000000 Penalty: 3307.419678
	Iteration 4Q: 3 clusters Score -7465590 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -7467614.500000 Penalty: 3307.419678
	Iteration 5F: 3 clusters Score -7467614 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -7470211.000000 Penalty: 3307.419678
	Iteration 6F: 3 clusters Score -7470211 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -7473460.000000 Penalty: 3307.419678
	Iteration 7F: 3 clusters Score -7473460 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -7476802.500000 Penalty: 3307.419678
	Iteration 8F: 3 clusters Score -7476802 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -7479859.500000 Penalty: 3307.419678
	Iteration 9F: 3 clusters Score -7479860 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7482206.000000 Penalty: 3307.419678
	Iteration 10Q: 3 clusters Score -7482206 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -7483802.000000 Penalty: 3307.419678
	Iteration 11Q: 3 clusters Score -7483802 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -7484776.000000 Penalty: 3307.419678
	Iteration 12Q: 3 clusters Score -7484776 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -7485387.500000 Penalty: 3307.419678
	Iteration 13Q: 3 clusters Score -7485388 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -7485768.000000 Penalty: 3307.419678
	Iteration 14Q: 3 clusters Score -7485768 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -7486031.000000 Penalty: 3307.419678
	Iteration 15Q: 3 clusters Score -7486031 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -7486188.500000 Penalty: 3307.419678
	Iteration 16Q: 3 clusters Score -7486188 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -7486293.000000 Penalty: 3307.419678
	Iteration 17Q: 3 clusters Score -7486293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -7486351.500000 Penalty: 3307.419678
	Iteration 18Q: 3 clusters Score -7486352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -7486392.000000 Penalty: 3307.419678
	Iteration 19Q: 3 clusters Score -7486392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -7486420.000000 Penalty: 3307.419678
	Iteration 20F: 3 clusters Score -7486420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -7486452.500000 Penalty: 3307.419678
	Iteration 21Q: 3 clusters Score -7486452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -7486474.500000 Penalty: 3307.419678
	Iteration 22Q: 3 clusters Score -7486474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -7486475.500000 Penalty: 3307.419678
	Iteration 23Q: 3 clusters Score -7486476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -7486483.000000 Penalty: 3307.419678
	Iteration 24Q: 3 clusters Score -7486483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -7486488.500000 Penalty: 3307.419678
	Iteration 25Q: 3 clusters Score -7486488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -7486489.000000 Penalty: 3307.419678
	Iteration 26Q: 3 clusters Score -7486489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -7486496.000000 Penalty: 3307.419678
	Iteration 27Q: 3 clusters Score -7486496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -7486502.000000 Penalty: 3307.419678
	Iteration 28Q: 3 clusters Score -7486502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -7486523.000000 Penalty: 3307.419678
	Iteration 29Q: 3 clusters Score -7486523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -7486520.000000 Penalty: 3307.419678
	Iteration 30Q: 3 clusters Score -7486520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -7486532.500000 Penalty: 3307.419678
	Iteration 31Q: 3 clusters Score -7486532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -7486529.500000 Penalty: 3307.419678
	Iteration 32Q: 3 clusters Score -7486530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -7486534.500000 Penalty: 3307.419678
	Iteration 33Q: 3 clusters Score -7486534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -7486534.500000 Penalty: 3307.419678
	Iteration 34F: 3 clusters Score -7486534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -41920.863281 Penalty: 912.972046
	Iteration 0F: 2 clusters Score -41920.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41089.894531 Penalty: 1825.944092
	Iteration 0F: 3 clusters Score -41089.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41218.492188 Penalty: 1825.944092
	Iteration 1F: 3 clusters Score -41218.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41268.488281 Penalty: 1825.944092
	Iteration 2Q: 3 clusters Score -41268.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41286.914062 Penalty: 1825.944092
	Iteration 3Q: 3 clusters Score -41286.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41301.566406 Penalty: 1825.944092
	Iteration 4Q: 3 clusters Score -41301.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41307.281250 Penalty: 1825.944092
	Iteration 5Q: 3 clusters Score -41307.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41317.285156 Penalty: 1825.944092
	Iteration 6Q: 3 clusters Score -41317.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41326.183594 Penalty: 1825.944092
	Iteration 7Q: 3 clusters Score -41326.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41331.203125 Penalty: 1825.944092
	Iteration 8Q: 3 clusters Score -41331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41333.097656 Penalty: 1825.944092
	Iteration 9Q: 3 clusters Score -41333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41338.542969 Penalty: 1825.944092
	Iteration 10Q: 3 clusters Score -41338.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41347.484375 Penalty: 1825.944092
	Iteration 11Q: 3 clusters Score -41347.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41347.484375 Penalty: 1825.944092
	Iteration 12F: 3 clusters Score -41347.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -546269.687500 Penalty: 1268.484863
	Iteration 0F: 2 clusters Score -546269.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -542588.312500 Penalty: 2536.969727
	Iteration 0F: 3 clusters Score -542588.3 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -543740.000000 Penalty: 2536.969727
	Iteration 1F: 3 clusters Score -543740 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -543980.187500 Penalty: 2536.969727
	Iteration 2F: 3 clusters Score -543980.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -544137.937500 Penalty: 2536.969727
	Iteration 3Q: 3 clusters Score -544137.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -544305.312500 Penalty: 2536.969727
	Iteration 4Q: 3 clusters Score -544305.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -544455.125000 Penalty: 2536.969727
	Iteration 5Q: 3 clusters Score -544455.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -544590.562500 Penalty: 2536.969727
	Iteration 6Q: 3 clusters Score -544590.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -544725.875000 Penalty: 2536.969727
	Iteration 7Q: 3 clusters Score -544725.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -544841.187500 Penalty: 2536.969727
	Iteration 8Q: 3 clusters Score -544841.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -544933.625000 Penalty: 2536.969727
	Iteration 9Q: 3 clusters Score -544933.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -545032.562500 Penalty: 2536.969727
	Iteration 10Q: 3 clusters Score -545032.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -545115.562500 Penalty: 2536.969727
	Iteration 11Q: 3 clusters Score -545115.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -545184.625000 Penalty: 2536.969727
	Iteration 12Q: 3 clusters Score -545184.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -545240.125000 Penalty: 2536.969727
	Iteration 13Q: 3 clusters Score -545240.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -545295.812500 Penalty: 2536.969727
	Iteration 14Q: 3 clusters Score -545295.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -545337.937500 Penalty: 2536.969727
	Iteration 15Q: 3 clusters Score -545337.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -545367.187500 Penalty: 2536.969727
	Iteration 16Q: 3 clusters Score -545367.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -545393.000000 Penalty: 2536.969727
	Iteration 17Q: 3 clusters Score -545393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -545413.187500 Penalty: 2536.969727
	Iteration 18Q: 3 clusters Score -545413.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -545435.125000 Penalty: 2536.969727
	Iteration 19Q: 3 clusters Score -545435.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -545453.125000 Penalty: 2536.969727
	Iteration 20F: 3 clusters Score -545453.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -545470.250000 Penalty: 2536.969727
	Iteration 21Q: 3 clusters Score -545470.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -545480.000000 Penalty: 2536.969727
	Iteration 22Q: 3 clusters Score -545480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -545497.937500 Penalty: 2536.969727
	Iteration 23Q: 3 clusters Score -545497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -545511.000000 Penalty: 2536.969727
	Iteration 24Q: 3 clusters Score -545511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -545521.625000 Penalty: 2536.969727
	Iteration 25Q: 3 clusters Score -545521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -545526.125000 Penalty: 2536.969727
	Iteration 26Q: 3 clusters Score -545526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -545530.437500 Penalty: 2536.969727
	Iteration 27Q: 3 clusters Score -545530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -545533.000000 Penalty: 2536.969727
	Iteration 28Q: 3 clusters Score -545533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -545533.625000 Penalty: 2536.969727
	Iteration 29Q: 3 clusters Score -545533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -545533.625000 Penalty: 2536.969727
	Iteration 30F: 3 clusters Score -545533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -681431.125000 Penalty: 1301.108765
	Iteration 0F: 2 clusters Score -681431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -676961.125000 Penalty: 2602.217529
	Iteration 0F: 3 clusters Score -676961.1 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -678309.812500 Penalty: 2602.217529
	Iteration 1F: 3 clusters Score -678309.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -678600.687500 Penalty: 2602.217529
	Iteration 2F: 3 clusters Score -678600.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -678784.812500 Penalty: 2602.217529
	Iteration 3F: 3 clusters Score -678784.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -678911.375000 Penalty: 2602.217529
	Iteration 4Q: 3 clusters Score -678911.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -679041.812500 Penalty: 2602.217529
	Iteration 5Q: 3 clusters Score -679041.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -679166.062500 Penalty: 2602.217529
	Iteration 6Q: 3 clusters Score -679166.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -679302.250000 Penalty: 2602.217529
	Iteration 7Q: 3 clusters Score -679302.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -679426.437500 Penalty: 2602.217529
	Iteration 8Q: 3 clusters Score -679426.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -679561.375000 Penalty: 2602.217529
	Iteration 9Q: 3 clusters Score -679561.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -679685.625000 Penalty: 2602.217529
	Iteration 10Q: 3 clusters Score -679685.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -679821.125000 Penalty: 2602.217529
	Iteration 11Q: 3 clusters Score -679821.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -679941.125000 Penalty: 2602.217529
	Iteration 12Q: 3 clusters Score -679941.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -680056.250000 Penalty: 2602.217529
	Iteration 13Q: 3 clusters Score -680056.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -680156.062500 Penalty: 2602.217529
	Iteration 14Q: 3 clusters Score -680156.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -680220.250000 Penalty: 2602.217529
	Iteration 15Q: 3 clusters Score -680220.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -680281.562500 Penalty: 2602.217529
	Iteration 16Q: 3 clusters Score -680281.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -680337.312500 Penalty: 2602.217529
	Iteration 17Q: 3 clusters Score -680337.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -680380.937500 Penalty: 2602.217529
	Iteration 18Q: 3 clusters Score -680380.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -680409.875000 Penalty: 2602.217529
	Iteration 19Q: 3 clusters Score -680409.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -680428.187500 Penalty: 2602.217529
	Iteration 20F: 3 clusters Score -680428.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -680442.875000 Penalty: 2602.217529
	Iteration 21Q: 3 clusters Score -680442.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -680453.375000 Penalty: 2602.217529
	Iteration 22Q: 3 clusters Score -680453.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -680462.687500 Penalty: 2602.217529
	Iteration 23Q: 3 clusters Score -680462.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -680473.062500 Penalty: 2602.217529
	Iteration 24Q: 3 clusters Score -680473.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -680481.812500 Penalty: 2602.217529
	Iteration 25Q: 3 clusters Score -680481.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -680487.437500 Penalty: 2602.217529
	Iteration 26Q: 3 clusters Score -680487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -680495.625000 Penalty: 2602.217529
	Iteration 27Q: 3 clusters Score -680495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -680494.625000 Penalty: 2602.217529
	Iteration 28Q: 3 clusters Score -680494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -680495.750000 Penalty: 2602.217529
	Iteration 29Q: 3 clusters Score -680495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -680497.375000 Penalty: 2602.217529
	Iteration 30Q: 3 clusters Score -680497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -680500.125000 Penalty: 2602.217529
	Iteration 31Q: 3 clusters Score -680500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -680501.937500 Penalty: 2602.217529
	Iteration 32Q: 3 clusters Score -680501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -680499.937500 Penalty: 2602.217529
	Iteration 33Q: 3 clusters Score -680499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -680499.937500 Penalty: 2602.217529
	Iteration 34F: 3 clusters Score -680499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Entering Unmasked Estep 
Score: -892228.375000 Penalty: 1332.724243
	Iteration 0F: 2 clusters Score -892228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -886875.125000 Penalty: 2665.448486
	Iteration 0F: 3 clusters Score -886875.1 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -888561.875000 Penalty: 2665.448486
	Iteration 1F: 3 clusters Score -888561.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -888825.250000 Penalty: 2665.448486
	Iteration 2F: 3 clusters Score -888825.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -888975.437500 Penalty: 2665.448486
	Iteration 3Q: 3 clusters Score -888975.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -889092.625000 Penalty: 2665.448486
	Iteration 4Q: 3 clusters Score -889092.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -889186.687500 Penalty: 2665.448486
	Iteration 5Q: 3 clusters Score -889186.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -889270.250000 Penalty: 2665.448486
	Iteration 6Q: 3 clusters Score -889270.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -889339.062500 Penalty: 2665.448486
	Iteration 7Q: 3 clusters Score -889339.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -889404.062500 Penalty: 2665.448486
	Iteration 8Q: 3 clusters Score -889404.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -889468.312500 Penalty: 2665.448486
	Iteration 9Q: 3 clusters Score -889468.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -889550.562500 Penalty: 2665.448486
	Iteration 10Q: 3 clusters Score -889550.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -889649.875000 Penalty: 2665.448486
	Iteration 11Q: 3 clusters Score -889649.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -889761.625000 Penalty: 2665.448486
	Iteration 12Q: 3 clusters Score -889761.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -889888.562500 Penalty: 2665.448486
	Iteration 13Q: 3 clusters Score -889888.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -890068.437500 Penalty: 2665.448486
	Iteration 14Q: 3 clusters Score -890068.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -890287.187500 Penalty: 2665.448486
	Iteration 15Q: 3 clusters Score -890287.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -890536.312500 Penalty: 2665.448486
	Iteration 16Q: 3 clusters Score -890536.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -890754.375000 Penalty: 2665.448486
	Iteration 17Q: 3 clusters Score -890754.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -890983.062500 Penalty: 2665.448486
	Iteration 18Q: 3 clusters Score -890983.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -891188.500000 Penalty: 2665.448486
	Iteration 19Q: 3 clusters Score -891188.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -891336.750000 Penalty: 2665.448486
	Iteration 20F: 3 clusters Score -891336.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -891440.375000 Penalty: 2665.448486
	Iteration 21Q: 3 clusters Score -891440.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -891512.812500 Penalty: 2665.448486
	Iteration 22Q: 3 clusters Score -891512.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -891571.875000 Penalty: 2665.448486
	Iteration 23Q: 3 clusters Score -891571.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -891621.312500 Penalty: 2665.448486
	Iteration 24Q: 3 clusters Score -891621.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -891655.750000 Penalty: 2665.448486
	Iteration 25Q: 3 clusters Score -891655.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -891683.812500 Penalty: 2665.448486
	Iteration 26Q: 3 clusters Score -891683.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -891719.312500 Penalty: 2665.448486
	Iteration 27Q: 3 clusters Score -891719.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -891738.812500 Penalty: 2665.448486
	Iteration 28Q: 3 clusters Score -891738.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -891756.875000 Penalty: 2665.448486
	Iteration 29Q: 3 clusters Score -891756.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -891769.500000 Penalty: 2665.448486
	Iteration 30Q: 3 clusters Score -891769.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -891777.187500 Penalty: 2665.448486
	Iteration 31Q: 3 clusters Score -891777.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -891783.750000 Penalty: 2665.448486
	Iteration 32Q: 3 clusters Score -891783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -891790.000000 Penalty: 2665.448486
	Iteration 33Q: 3 clusters Score -891790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -891795.875000 Penalty: 2665.448486
	Iteration 34Q: 3 clusters Score -891795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -891800.812500 Penalty: 2665.448486
	Iteration 35Q: 3 clusters Score -891800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -891805.312500 Penalty: 2665.448486
	Iteration 36Q: 3 clusters Score -891805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -891807.437500 Penalty: 2665.448486
	Iteration 37Q: 3 clusters Score -891807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -891808.437500 Penalty: 2665.448486
	Iteration 38Q: 3 clusters Score -891808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -891811.812500 Penalty: 2665.448486
	Iteration 39Q: 3 clusters Score -891811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -891811.125000 Penalty: 2665.448486
	Iteration 40F: 3 clusters Score -891811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -891813.312500 Penalty: 2665.448486
	Iteration 41Q: 3 clusters Score -891813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -891813.687500 Penalty: 2665.448486
	Iteration 42Q: 3 clusters Score -891813.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -891813.687500 Penalty: 2665.448486
	Iteration 43F: 3 clusters Score -891813.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Entering Unmasked Estep 
Score: -1999614.250000 Penalty: 1447.597778
	Iteration 0F: 2 clusters Score -1999614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1988714.375000 Penalty: 2895.195557
	Iteration 0F: 3 clusters Score -1988714 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1992432.250000 Penalty: 2895.195557
	Iteration 1F: 3 clusters Score -1992432 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1992731.875000 Penalty: 2895.195557
	Iteration 2F: 3 clusters Score -1992732 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1992968.375000 Penalty: 2895.195557
	Iteration 3Q: 3 clusters Score -1992968 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1993169.625000 Penalty: 2895.195557
	Iteration 4Q: 3 clusters Score -1993170 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1993342.875000 Penalty: 2895.195557
	Iteration 5Q: 3 clusters Score -1993343 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1993483.875000 Penalty: 2895.195557
	Iteration 6Q: 3 clusters Score -1993484 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1993613.375000 Penalty: 2895.195557
	Iteration 7Q: 3 clusters Score -1993613 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1993739.625000 Penalty: 2895.195557
	Iteration 8Q: 3 clusters Score -1993740 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1993908.625000 Penalty: 2895.195557
	Iteration 9Q: 3 clusters Score -1993909 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1994101.625000 Penalty: 2895.195557
	Iteration 10Q: 3 clusters Score -1994102 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1994341.250000 Penalty: 2895.195557
	Iteration 11Q: 3 clusters Score -1994341 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1994628.250000 Penalty: 2895.195557
	Iteration 12Q: 3 clusters Score -1994628 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1994946.375000 Penalty: 2895.195557
	Iteration 13Q: 3 clusters Score -1994946 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1995316.500000 Penalty: 2895.195557
	Iteration 14Q: 3 clusters Score -1995316 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1995689.750000 Penalty: 2895.195557
	Iteration 15Q: 3 clusters Score -1995690 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1996113.750000 Penalty: 2895.195557
	Iteration 16Q: 3 clusters Score -1996114 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1996519.125000 Penalty: 2895.195557
	Iteration 17Q: 3 clusters Score -1996519 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1996867.000000 Penalty: 2895.195557
	Iteration 18Q: 3 clusters Score -1996867 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1997186.750000 Penalty: 2895.195557
	Iteration 19Q: 3 clusters Score -1997187 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1997452.125000 Penalty: 2895.195557
	Iteration 20F: 3 clusters Score -1997452 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1997664.750000 Penalty: 2895.195557
	Iteration 21Q: 3 clusters Score -1997665 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1997841.500000 Penalty: 2895.195557
	Iteration 22Q: 3 clusters Score -1997842 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1997978.625000 Penalty: 2895.195557
	Iteration 23Q: 3 clusters Score -1997979 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1998104.250000 Penalty: 2895.195557
	Iteration 24Q: 3 clusters Score -1998104 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1998209.125000 Penalty: 2895.195557
	Iteration 25Q: 3 clusters Score -1998209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1998276.125000 Penalty: 2895.195557
	Iteration 26Q: 3 clusters Score -1998276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1998339.125000 Penalty: 2895.195557
	Iteration 27Q: 3 clusters Score -1998339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1998387.625000 Penalty: 2895.195557
	Iteration 28Q: 3 clusters Score -1998388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1998432.500000 Penalty: 2895.195557
	Iteration 29Q: 3 clusters Score -1998432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1998465.250000 Penalty: 2895.195557
	Iteration 30Q: 3 clusters Score -1998465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1998490.000000 Penalty: 2895.195557
	Iteration 31Q: 3 clusters Score -1998490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1998510.375000 Penalty: 2895.195557
	Iteration 32Q: 3 clusters Score -1998510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1998526.250000 Penalty: 2895.195557
	Iteration 33Q: 3 clusters Score -1998526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1998538.875000 Penalty: 2895.195557
	Iteration 34Q: 3 clusters Score -1998539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1998544.375000 Penalty: 2895.195557
	Iteration 35Q: 3 clusters Score -1998544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1998548.375000 Penalty: 2895.195557
	Iteration 36Q: 3 clusters Score -1998548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1998552.750000 Penalty: 2895.195557
	Iteration 37Q: 3 clusters Score -1998553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1998554.500000 Penalty: 2895.195557
	Iteration 38Q: 3 clusters Score -1998554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1998554.375000 Penalty: 2895.195557
	Iteration 39Q: 3 clusters Score -1998554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1998558.125000 Penalty: 2895.195557
	Iteration 40F: 3 clusters Score -1998558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1998559.125000 Penalty: 2895.195557
	Iteration 41Q: 3 clusters Score -1998559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1998563.750000 Penalty: 2895.195557
	Iteration 42Q: 3 clusters Score -1998564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1998568.250000 Penalty: 2895.195557
	Iteration 43Q: 3 clusters Score -1998568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1998575.000000 Penalty: 2895.195557
	Iteration 44Q: 3 clusters Score -1998575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1998580.125000 Penalty: 2895.195557
	Iteration 45Q: 3 clusters Score -1998580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1998582.625000 Penalty: 2895.195557
	Iteration 46Q: 3 clusters Score -1998583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1998581.875000 Penalty: 2895.195557
	Iteration 47Q: 3 clusters Score -1998582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1998582.250000 Penalty: 2895.195557
	Iteration 48Q: 3 clusters Score -1998582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1998582.250000 Penalty: 2895.195557
	Iteration 49F: 3 clusters Score -1998582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1001036.562500 Penalty: 1354.589355
	Iteration 0F: 2 clusters Score -1001037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -994836.062500 Penalty: 2709.178711
	Iteration 0F: 3 clusters Score -994836.1 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -996789.437500 Penalty: 2709.178711
	Iteration 1F: 3 clusters Score -996789.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -997116.062500 Penalty: 2709.178711
	Iteration 2F: 3 clusters Score -997116.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -997400.437500 Penalty: 2709.178711
	Iteration 3F: 3 clusters Score -997400.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -997660.687500 Penalty: 2709.178711
	Iteration 4Q: 3 clusters Score -997660.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -997878.312500 Penalty: 2709.178711
	Iteration 5Q: 3 clusters Score -997878.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -998077.750000 Penalty: 2709.178711
	Iteration 6Q: 3 clusters Score -998077.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -998276.250000 Penalty: 2709.178711
	Iteration 7Q: 3 clusters Score -998276.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -998462.562500 Penalty: 2709.178711
	Iteration 8Q: 3 clusters Score -998462.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -998625.000000 Penalty: 2709.178711
	Iteration 9Q: 3 clusters Score -998625 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -998797.125000 Penalty: 2709.178711
	Iteration 10Q: 3 clusters Score -998797.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -998974.875000 Penalty: 2709.178711
	Iteration 11Q: 3 clusters Score -998974.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -999146.500000 Penalty: 2709.178711
	Iteration 12Q: 3 clusters Score -999146.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -999312.500000 Penalty: 2709.178711
	Iteration 13Q: 3 clusters Score -999312.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -999459.187500 Penalty: 2709.178711
	Iteration 14Q: 3 clusters Score -999459.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -999573.187500 Penalty: 2709.178711
	Iteration 15Q: 3 clusters Score -999573.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -999657.812500 Penalty: 2709.178711
	Iteration 16Q: 3 clusters Score -999657.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -999716.437500 Penalty: 2709.178711
	Iteration 17Q: 3 clusters Score -999716.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -999764.562500 Penalty: 2709.178711
	Iteration 18Q: 3 clusters Score -999764.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -999798.187500 Penalty: 2709.178711
	Iteration 19Q: 3 clusters Score -999798.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -999818.625000 Penalty: 2709.178711
	Iteration 20F: 3 clusters Score -999818.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -999838.687500 Penalty: 2709.178711
	Iteration 21Q: 3 clusters Score -999838.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -999849.812500 Penalty: 2709.178711
	Iteration 22Q: 3 clusters Score -999849.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -999862.437500 Penalty: 2709.178711
	Iteration 23Q: 3 clusters Score -999862.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -999876.187500 Penalty: 2709.178711
	Iteration 24Q: 3 clusters Score -999876.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -999884.875000 Penalty: 2709.178711
	Iteration 25Q: 3 clusters Score -999884.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -999895.250000 Penalty: 2709.178711
	Iteration 26Q: 3 clusters Score -999895.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -999903.250000 Penalty: 2709.178711
	Iteration 27Q: 3 clusters Score -999903.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -999912.312500 Penalty: 2709.178711
	Iteration 28Q: 3 clusters Score -999912.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -999922.250000 Penalty: 2709.178711
	Iteration 29Q: 3 clusters Score -999922.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -999934.125000 Penalty: 2709.178711
	Iteration 30Q: 3 clusters Score -999934.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -999938.500000 Penalty: 2709.178711
	Iteration 31Q: 3 clusters Score -999938.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -999943.437500 Penalty: 2709.178711
	Iteration 32Q: 3 clusters Score -999943.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -999953.437500 Penalty: 2709.178711
	Iteration 33Q: 3 clusters Score -999953.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -999961.187500 Penalty: 2709.178711
	Iteration 34Q: 3 clusters Score -999961.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -999964.500000 Penalty: 2709.178711
	Iteration 35Q: 3 clusters Score -999964.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -999968.250000 Penalty: 2709.178711
	Iteration 36Q: 3 clusters Score -999968.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -999976.875000 Penalty: 2709.178711
	Iteration 37Q: 3 clusters Score -999976.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -999980.250000 Penalty: 2709.178711
	Iteration 38Q: 3 clusters Score -999980.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -999990.000000 Penalty: 2709.178711
	Iteration 39Q: 3 clusters Score -999990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -999995.812500 Penalty: 2709.178711
	Iteration 40F: 3 clusters Score -999995.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1000005.125000 Penalty: 2709.178711
	Iteration 41Q: 3 clusters Score -1000005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1000011.500000 Penalty: 2709.178711
	Iteration 42Q: 3 clusters Score -1000012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1000016.875000 Penalty: 2709.178711
	Iteration 43Q: 3 clusters Score -1000017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1000022.375000 Penalty: 2709.178711
	Iteration 44Q: 3 clusters Score -1000022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1000026.625000 Penalty: 2709.178711
	Iteration 45Q: 3 clusters Score -1000027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1000032.937500 Penalty: 2709.178711
	Iteration 46Q: 3 clusters Score -1000033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1000041.750000 Penalty: 2709.178711
	Iteration 47Q: 3 clusters Score -1000042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1000044.312500 Penalty: 2709.178711
	Iteration 48Q: 3 clusters Score -1000044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1000048.562500 Penalty: 2709.178711
	Iteration 49Q: 3 clusters Score -1000049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1000052.437500 Penalty: 2709.178711
	Iteration 50Q: 3 clusters Score -1000052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1000055.000000 Penalty: 2709.178711
	Iteration 51Q: 3 clusters Score -1000055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1000058.437500 Penalty: 2709.178711
	Iteration 52Q: 3 clusters Score -1000058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1000061.250000 Penalty: 2709.178711
	Iteration 53Q: 3 clusters Score -1000061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1000063.437500 Penalty: 2709.178711
	Iteration 54Q: 3 clusters Score -1000063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1000066.000000 Penalty: 2709.178711
	Iteration 55Q: 3 clusters Score -1000066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1000068.875000 Penalty: 2709.178711
	Iteration 56Q: 3 clusters Score -1000069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1000071.250000 Penalty: 2709.178711
	Iteration 57Q: 3 clusters Score -1000071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1000070.750000 Penalty: 2709.178711
	Iteration 58Q: 3 clusters Score -1000071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1000070.500000 Penalty: 2709.178711
	Iteration 59Q: 3 clusters Score -1000070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1000071.875000 Penalty: 2709.178711
	Iteration 60F: 3 clusters Score -1000072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1000072.625000 Penalty: 2709.178711
	Iteration 61Q: 3 clusters Score -1000073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1000073.750000 Penalty: 2709.178711
	Iteration 62Q: 3 clusters Score -1000074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1000073.750000 Penalty: 2709.178711
	Iteration 63F: 3 clusters Score -1000074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Entering Unmasked Estep 
Score: -1235719.375000 Penalty: 1391.062134
	Iteration 0F: 2 clusters Score -1235719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1228167.375000 Penalty: 2782.124268
	Iteration 0F: 3 clusters Score -1228167 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1230753.750000 Penalty: 2782.124268
	Iteration 1F: 3 clusters Score -1230754 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1231096.875000 Penalty: 2782.124268
	Iteration 2F: 3 clusters Score -1231097 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1231410.000000 Penalty: 2782.124268
	Iteration 3F: 3 clusters Score -1231410 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1231700.750000 Penalty: 2782.124268
	Iteration 4Q: 3 clusters Score -1231701 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1231947.750000 Penalty: 2782.124268
	Iteration 5Q: 3 clusters Score -1231948 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1232241.375000 Penalty: 2782.124268
	Iteration 6Q: 3 clusters Score -1232241 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1232548.500000 Penalty: 2782.124268
	Iteration 7Q: 3 clusters Score -1232548 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1232835.500000 Penalty: 2782.124268
	Iteration 8Q: 3 clusters Score -1232836 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1233115.500000 Penalty: 2782.124268
	Iteration 9Q: 3 clusters Score -1233116 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1233373.875000 Penalty: 2782.124268
	Iteration 10Q: 3 clusters Score -1233374 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1233616.750000 Penalty: 2782.124268
	Iteration 11Q: 3 clusters Score -1233617 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1233797.750000 Penalty: 2782.124268
	Iteration 12Q: 3 clusters Score -1233798 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1233956.375000 Penalty: 2782.124268
	Iteration 13Q: 3 clusters Score -1233956 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1234065.375000 Penalty: 2782.124268
	Iteration 14Q: 3 clusters Score -1234065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1234179.000000 Penalty: 2782.124268
	Iteration 15Q: 3 clusters Score -1234179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1234269.750000 Penalty: 2782.124268
	Iteration 16Q: 3 clusters Score -1234270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1234333.125000 Penalty: 2782.124268
	Iteration 17Q: 3 clusters Score -1234333 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1234371.375000 Penalty: 2782.124268
	Iteration 18Q: 3 clusters Score -1234371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1234407.500000 Penalty: 2782.124268
	Iteration 19Q: 3 clusters Score -1234408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1234436.375000 Penalty: 2782.124268
	Iteration 20F: 3 clusters Score -1234436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1234461.500000 Penalty: 2782.124268
	Iteration 21Q: 3 clusters Score -1234462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1234487.000000 Penalty: 2782.124268
	Iteration 22Q: 3 clusters Score -1234487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1234510.000000 Penalty: 2782.124268
	Iteration 23Q: 3 clusters Score -1234510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1234526.375000 Penalty: 2782.124268
	Iteration 24Q: 3 clusters Score -1234526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1234536.625000 Penalty: 2782.124268
	Iteration 25Q: 3 clusters Score -1234537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1234546.000000 Penalty: 2782.124268
	Iteration 26Q: 3 clusters Score -1234546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1234554.500000 Penalty: 2782.124268
	Iteration 27Q: 3 clusters Score -1234554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1234569.125000 Penalty: 2782.124268
	Iteration 28Q: 3 clusters Score -1234569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1234574.875000 Penalty: 2782.124268
	Iteration 29Q: 3 clusters Score -1234575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1234583.125000 Penalty: 2782.124268
	Iteration 30Q: 3 clusters Score -1234583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1234590.750000 Penalty: 2782.124268
	Iteration 31Q: 3 clusters Score -1234591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1234604.125000 Penalty: 2782.124268
	Iteration 32Q: 3 clusters Score -1234604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1234613.625000 Penalty: 2782.124268
	Iteration 33Q: 3 clusters Score -1234614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1234621.375000 Penalty: 2782.124268
	Iteration 34Q: 3 clusters Score -1234621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1234628.250000 Penalty: 2782.124268
	Iteration 35Q: 3 clusters Score -1234628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1234638.500000 Penalty: 2782.124268
	Iteration 36Q: 3 clusters Score -1234638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1234647.250000 Penalty: 2782.124268
	Iteration 37Q: 3 clusters Score -1234647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1234654.875000 Penalty: 2782.124268
	Iteration 38Q: 3 clusters Score -1234655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1234665.375000 Penalty: 2782.124268
	Iteration 39Q: 3 clusters Score -1234665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1234671.125000 Penalty: 2782.124268
	Iteration 40F: 3 clusters Score -1234671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1234679.625000 Penalty: 2782.124268
	Iteration 41Q: 3 clusters Score -1234680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1234687.500000 Penalty: 2782.124268
	Iteration 42Q: 3 clusters Score -1234688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1234695.875000 Penalty: 2782.124268
	Iteration 43Q: 3 clusters Score -1234696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1234700.000000 Penalty: 2782.124268
	Iteration 44Q: 3 clusters Score -1234700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1234705.500000 Penalty: 2782.124268
	Iteration 45Q: 3 clusters Score -1234706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1234716.625000 Penalty: 2782.124268
	Iteration 46Q: 3 clusters Score -1234717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1234720.250000 Penalty: 2782.124268
	Iteration 47Q: 3 clusters Score -1234720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1234733.875000 Penalty: 2782.124268
	Iteration 48Q: 3 clusters Score -1234734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1234739.500000 Penalty: 2782.124268
	Iteration 49Q: 3 clusters Score -1234740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1234754.250000 Penalty: 2782.124268
	Iteration 50Q: 3 clusters Score -1234754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1234759.000000 Penalty: 2782.124268
	Iteration 51Q: 3 clusters Score -1234759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1234760.750000 Penalty: 2782.124268
	Iteration 52Q: 3 clusters Score -1234761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1234761.625000 Penalty: 2782.124268
	Iteration 53Q: 3 clusters Score -1234762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1234767.625000 Penalty: 2782.124268
	Iteration 54Q: 3 clusters Score -1234768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1234767.875000 Penalty: 2782.124268
	Iteration 55Q: 3 clusters Score -1234768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1234769.750000 Penalty: 2782.124268
	Iteration 56Q: 3 clusters Score -1234770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1234768.875000 Penalty: 2782.124268
	Iteration 57Q: 3 clusters Score -1234769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1234769.125000 Penalty: 2782.124268
	Iteration 58Q: 3 clusters Score -1234769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1234769.125000 Penalty: 2782.124268
	Iteration 59F: 3 clusters Score -1234769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Entering Unmasked Estep 
Score: -4836985.000000 Penalty: 1581.423096
	Iteration 0F: 2 clusters Score -4836985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4810239.000000 Penalty: 3162.846191
	Iteration 0F: 3 clusters Score -4810239 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4820712.000000 Penalty: 3162.846191
	Iteration 1F: 3 clusters Score -4820712 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4821446.500000 Penalty: 3162.846191
	Iteration 2Q: 3 clusters Score -4821446 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4822313.000000 Penalty: 3162.846191
	Iteration 3F: 3 clusters Score -4822313 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4823318.500000 Penalty: 3162.846191
	Iteration 4F: 3 clusters Score -4823318 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4824415.500000 Penalty: 3162.846191
	Iteration 5F: 3 clusters Score -4824416 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4825490.000000 Penalty: 3162.846191
	Iteration 6F: 3 clusters Score -4825490 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4826533.500000 Penalty: 3162.846191
	Iteration 7F: 3 clusters Score -4826534 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4827354.000000 Penalty: 3162.846191
	Iteration 8Q: 3 clusters Score -4827354 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4828061.500000 Penalty: 3162.846191
	Iteration 9Q: 3 clusters Score -4828062 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4828718.000000 Penalty: 3162.846191
	Iteration 10Q: 3 clusters Score -4828718 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -4829459.500000 Penalty: 3162.846191
	Iteration 11Q: 3 clusters Score -4829460 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4830334.500000 Penalty: 3162.846191
	Iteration 12Q: 3 clusters Score -4830334 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4831180.500000 Penalty: 3162.846191
	Iteration 13Q: 3 clusters Score -4831180 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4831850.000000 Penalty: 3162.846191
	Iteration 14Q: 3 clusters Score -4831850 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4832384.500000 Penalty: 3162.846191
	Iteration 15Q: 3 clusters Score -4832384 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4832780.000000 Penalty: 3162.846191
	Iteration 16Q: 3 clusters Score -4832780 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4833090.000000 Penalty: 3162.846191
	Iteration 17Q: 3 clusters Score -4833090 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4833372.000000 Penalty: 3162.846191
	Iteration 18Q: 3 clusters Score -4833372 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4833612.000000 Penalty: 3162.846191
	Iteration 19Q: 3 clusters Score -4833612 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4833817.000000 Penalty: 3162.846191
	Iteration 20F: 3 clusters Score -4833817 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4833956.500000 Penalty: 3162.846191
	Iteration 21Q: 3 clusters Score -4833956 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4834109.000000 Penalty: 3162.846191
	Iteration 22Q: 3 clusters Score -4834109 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4834270.500000 Penalty: 3162.846191
	Iteration 23Q: 3 clusters Score -4834270 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4834401.000000 Penalty: 3162.846191
	Iteration 24Q: 3 clusters Score -4834401 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4834483.000000 Penalty: 3162.846191
	Iteration 25Q: 3 clusters Score -4834483 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4834602.500000 Penalty: 3162.846191
	Iteration 26Q: 3 clusters Score -4834602 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4834730.000000 Penalty: 3162.846191
	Iteration 27Q: 3 clusters Score -4834730 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4834819.500000 Penalty: 3162.846191
	Iteration 28Q: 3 clusters Score -4834820 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4834932.000000 Penalty: 3162.846191
	Iteration 29Q: 3 clusters Score -4834932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4835037.000000 Penalty: 3162.846191
	Iteration 30Q: 3 clusters Score -4835037 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4835135.500000 Penalty: 3162.846191
	Iteration 31Q: 3 clusters Score -4835136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4835224.000000 Penalty: 3162.846191
	Iteration 32Q: 3 clusters Score -4835224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4835302.500000 Penalty: 3162.846191
	Iteration 33Q: 3 clusters Score -4835302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4835372.500000 Penalty: 3162.846191
	Iteration 34Q: 3 clusters Score -4835372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4835437.500000 Penalty: 3162.846191
	Iteration 35Q: 3 clusters Score -4835438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4835490.000000 Penalty: 3162.846191
	Iteration 36Q: 3 clusters Score -4835490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4835545.000000 Penalty: 3162.846191
	Iteration 37Q: 3 clusters Score -4835545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4835573.000000 Penalty: 3162.846191
	Iteration 38Q: 3 clusters Score -4835573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4835589.000000 Penalty: 3162.846191
	Iteration 39Q: 3 clusters Score -4835589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4835609.000000 Penalty: 3162.846191
	Iteration 40F: 3 clusters Score -4835609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4835626.000000 Penalty: 3162.846191
	Iteration 41Q: 3 clusters Score -4835626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4835637.000000 Penalty: 3162.846191
	Iteration 42Q: 3 clusters Score -4835637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4835643.000000 Penalty: 3162.846191
	Iteration 43Q: 3 clusters Score -4835643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4835651.500000 Penalty: 3162.846191
	Iteration 44Q: 3 clusters Score -4835652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4835658.000000 Penalty: 3162.846191
	Iteration 45Q: 3 clusters Score -4835658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4835667.500000 Penalty: 3162.846191
	Iteration 46Q: 3 clusters Score -4835668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4835676.000000 Penalty: 3162.846191
	Iteration 47Q: 3 clusters Score -4835676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4835683.000000 Penalty: 3162.846191
	Iteration 48Q: 3 clusters Score -4835683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4835692.000000 Penalty: 3162.846191
	Iteration 49Q: 3 clusters Score -4835692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4835692.500000 Penalty: 3162.846191
	Iteration 50Q: 3 clusters Score -4835692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4835700.000000 Penalty: 3162.846191
	Iteration 51Q: 3 clusters Score -4835700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4835705.500000 Penalty: 3162.846191
	Iteration 52Q: 3 clusters Score -4835706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4835716.000000 Penalty: 3162.846191
	Iteration 53Q: 3 clusters Score -4835716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4835714.500000 Penalty: 3162.846191
	Iteration 54Q: 3 clusters Score -4835714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4835705.500000 Penalty: 3162.846191
	Iteration 55Q: 3 clusters Score -4835706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4835714.500000 Penalty: 3162.846191
	Iteration 56Q: 3 clusters Score -4835714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4835721.000000 Penalty: 3162.846191
	Iteration 57Q: 3 clusters Score -4835721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4835718.500000 Penalty: 3162.846191
	Iteration 58Q: 3 clusters Score -4835718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4835721.000000 Penalty: 3162.846191
	Iteration 59Q: 3 clusters Score -4835721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4835718.000000 Penalty: 3162.846191
	Iteration 60F: 3 clusters Score -4835718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4835717.500000 Penalty: 3162.846191
	Iteration 61Q: 3 clusters Score -4835718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4835717.000000 Penalty: 3162.846191
	Iteration 62Q: 3 clusters Score -4835717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4835722.500000 Penalty: 3162.846191
	Iteration 63Q: 3 clusters Score -4835722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4835722.500000 Penalty: 3162.846191
	Iteration 64Q: 3 clusters Score -4835722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4835730.000000 Penalty: 3162.846191
	Iteration 65Q: 3 clusters Score -4835730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4835728.500000 Penalty: 3162.846191
	Iteration 66Q: 3 clusters Score -4835728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4835735.500000 Penalty: 3162.846191
	Iteration 67Q: 3 clusters Score -4835736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4835734.500000 Penalty: 3162.846191
	Iteration 68Q: 3 clusters Score -4835734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4835734.000000 Penalty: 3162.846191
	Iteration 69Q: 3 clusters Score -4835734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4835728.000000 Penalty: 3162.846191
	Iteration 70Q: 3 clusters Score -4835728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4835731.500000 Penalty: 3162.846191
	Iteration 71Q: 3 clusters Score -4835732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4835731.500000 Penalty: 3162.846191
	Iteration 72F: 3 clusters Score -4835732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (35973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Entering Unmasked Estep 
Score: -3971114.000000 Penalty: 1560.989990
	Iteration 0F: 2 clusters Score -3971114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3947853.750000 Penalty: 3121.979980
	Iteration 0F: 3 clusters Score -3947854 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3956901.500000 Penalty: 3121.979980
	Iteration 1F: 3 clusters Score -3956902 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3957537.500000 Penalty: 3121.979980
	Iteration 2F: 3 clusters Score -3957538 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3958095.000000 Penalty: 3121.979980
	Iteration 3Q: 3 clusters Score -3958095 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3958660.250000 Penalty: 3121.979980
	Iteration 4Q: 3 clusters Score -3958660 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3959292.750000 Penalty: 3121.979980
	Iteration 5Q: 3 clusters Score -3959293 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3959945.750000 Penalty: 3121.979980
	Iteration 6Q: 3 clusters Score -3959946 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3960691.000000 Penalty: 3121.979980
	Iteration 7Q: 3 clusters Score -3960691 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3961484.000000 Penalty: 3121.979980
	Iteration 8Q: 3 clusters Score -3961484 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3962325.500000 Penalty: 3121.979980
	Iteration 9Q: 3 clusters Score -3962326 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3963275.000000 Penalty: 3121.979980
	Iteration 10Q: 3 clusters Score -3963275 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3964259.250000 Penalty: 3121.979980
	Iteration 11Q: 3 clusters Score -3964259 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3965225.000000 Penalty: 3121.979980
	Iteration 12Q: 3 clusters Score -3965225 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3966191.000000 Penalty: 3121.979980
	Iteration 13Q: 3 clusters Score -3966191 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3967202.750000 Penalty: 3121.979980
	Iteration 14Q: 3 clusters Score -3967203 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3968075.250000 Penalty: 3121.979980
	Iteration 15Q: 3 clusters Score -3968075 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3968748.000000 Penalty: 3121.979980
	Iteration 16Q: 3 clusters Score -3968748 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3969217.250000 Penalty: 3121.979980
	Iteration 17Q: 3 clusters Score -3969217 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3969538.750000 Penalty: 3121.979980
	Iteration 18Q: 3 clusters Score -3969539 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3969733.500000 Penalty: 3121.979980
	Iteration 19Q: 3 clusters Score -3969734 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3969884.750000 Penalty: 3121.979980
	Iteration 20F: 3 clusters Score -3969885 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3969991.000000 Penalty: 3121.979980
	Iteration 21Q: 3 clusters Score -3969991 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3970074.500000 Penalty: 3121.979980
	Iteration 22Q: 3 clusters Score -3970074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3970124.750000 Penalty: 3121.979980
	Iteration 23Q: 3 clusters Score -3970125 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3970166.000000 Penalty: 3121.979980
	Iteration 24Q: 3 clusters Score -3970166 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3970202.500000 Penalty: 3121.979980
	Iteration 25Q: 3 clusters Score -3970202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3970244.000000 Penalty: 3121.979980
	Iteration 26Q: 3 clusters Score -3970244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3970262.250000 Penalty: 3121.979980
	Iteration 27Q: 3 clusters Score -3970262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3970267.250000 Penalty: 3121.979980
	Iteration 28Q: 3 clusters Score -3970267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3970265.250000 Penalty: 3121.979980
	Iteration 29Q: 3 clusters Score -3970265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3970288.500000 Penalty: 3121.979980
	Iteration 30Q: 3 clusters Score -3970288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3970294.000000 Penalty: 3121.979980
	Iteration 31Q: 3 clusters Score -3970294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3970293.000000 Penalty: 3121.979980
	Iteration 32Q: 3 clusters Score -3970293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3970299.250000 Penalty: 3121.979980
	Iteration 33Q: 3 clusters Score -3970299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3970307.000000 Penalty: 3121.979980
	Iteration 34Q: 3 clusters Score -3970307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3970317.500000 Penalty: 3121.979980
	Iteration 35Q: 3 clusters Score -3970318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3970317.500000 Penalty: 3121.979980
	Iteration 36Q: 3 clusters Score -3970318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3970322.000000 Penalty: 3121.979980
	Iteration 37Q: 3 clusters Score -3970322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3970334.500000 Penalty: 3121.979980
	Iteration 38Q: 3 clusters Score -3970334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3970347.000000 Penalty: 3121.979980
	Iteration 39Q: 3 clusters Score -3970347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3970346.000000 Penalty: 3121.979980
	Iteration 40F: 3 clusters Score -3970346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3970351.500000 Penalty: 3121.979980
	Iteration 41Q: 3 clusters Score -3970352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3970372.500000 Penalty: 3121.979980
	Iteration 42Q: 3 clusters Score -3970372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3970363.750000 Penalty: 3121.979980
	Iteration 43Q: 3 clusters Score -3970364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3970374.500000 Penalty: 3121.979980
	Iteration 44Q: 3 clusters Score -3970374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3970371.500000 Penalty: 3121.979980
	Iteration 45Q: 3 clusters Score -3970372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3970370.750000 Penalty: 3121.979980
	Iteration 46Q: 3 clusters Score -3970371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3970376.500000 Penalty: 3121.979980
	Iteration 47Q: 3 clusters Score -3970376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3970381.500000 Penalty: 3121.979980
	Iteration 48Q: 3 clusters Score -3970382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3970380.000000 Penalty: 3121.979980
	Iteration 49Q: 3 clusters Score -3970380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3970386.250000 Penalty: 3121.979980
	Iteration 50Q: 3 clusters Score -3970386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3970395.500000 Penalty: 3121.979980
	Iteration 51Q: 3 clusters Score -3970396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3970396.250000 Penalty: 3121.979980
	Iteration 52Q: 3 clusters Score -3970396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3970391.500000 Penalty: 3121.979980
	Iteration 53Q: 3 clusters Score -3970392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3970402.750000 Penalty: 3121.979980
	Iteration 54Q: 3 clusters Score -3970403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3970418.250000 Penalty: 3121.979980
	Iteration 55Q: 3 clusters Score -3970418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3970430.000000 Penalty: 3121.979980
	Iteration 56Q: 3 clusters Score -3970430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3970432.500000 Penalty: 3121.979980
	Iteration 57Q: 3 clusters Score -3970432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3970429.500000 Penalty: 3121.979980
	Iteration 58Q: 3 clusters Score -3970430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3970429.750000 Penalty: 3121.979980
	Iteration 59Q: 3 clusters Score -3970430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3970432.750000 Penalty: 3121.979980
	Iteration 60F: 3 clusters Score -3970433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3970436.750000 Penalty: 3121.979980
	Iteration 61Q: 3 clusters Score -3970437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3970438.750000 Penalty: 3121.979980
	Iteration 62Q: 3 clusters Score -3970439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3970444.500000 Penalty: 3121.979980
	Iteration 63Q: 3 clusters Score -3970444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3970447.500000 Penalty: 3121.979980
	Iteration 64Q: 3 clusters Score -3970448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3970455.250000 Penalty: 3121.979980
	Iteration 65Q: 3 clusters Score -3970455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3970463.250000 Penalty: 3121.979980
	Iteration 66Q: 3 clusters Score -3970463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3970460.750000 Penalty: 3121.979980
	Iteration 67Q: 3 clusters Score -3970461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3970472.500000 Penalty: 3121.979980
	Iteration 68Q: 3 clusters Score -3970472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3970480.250000 Penalty: 3121.979980
	Iteration 69Q: 3 clusters Score -3970480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3970474.000000 Penalty: 3121.979980
	Iteration 70Q: 3 clusters Score -3970474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3970489.500000 Penalty: 3121.979980
	Iteration 71Q: 3 clusters Score -3970490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3970493.750000 Penalty: 3121.979980
	Iteration 72Q: 3 clusters Score -3970494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3970492.000000 Penalty: 3121.979980
	Iteration 73Q: 3 clusters Score -3970492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3970488.000000 Penalty: 3121.979980
	Iteration 74Q: 3 clusters Score -3970488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3970480.500000 Penalty: 3121.979980
	Iteration 75Q: 3 clusters Score -3970480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3970496.250000 Penalty: 3121.979980
	Iteration 76Q: 3 clusters Score -3970496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3970494.750000 Penalty: 3121.979980
	Iteration 77Q: 3 clusters Score -3970495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3970487.500000 Penalty: 3121.979980
	Iteration 78Q: 3 clusters Score -3970488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3970493.250000 Penalty: 3121.979980
	Iteration 79Q: 3 clusters Score -3970493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3970498.000000 Penalty: 3121.979980
	Iteration 80F: 3 clusters Score -3970498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3970504.250000 Penalty: 3121.979980
	Iteration 81Q: 3 clusters Score -3970504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3970503.000000 Penalty: 3121.979980
	Iteration 82Q: 3 clusters Score -3970503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3970504.000000 Penalty: 3121.979980
	Iteration 83Q: 3 clusters Score -3970504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3970506.500000 Penalty: 3121.979980
	Iteration 84Q: 3 clusters Score -3970506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3970510.000000 Penalty: 3121.979980
	Iteration 85Q: 3 clusters Score -3970510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3970509.750000 Penalty: 3121.979980
	Iteration 86Q: 3 clusters Score -3970510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3970506.750000 Penalty: 3121.979980
	Iteration 87Q: 3 clusters Score -3970507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3970511.750000 Penalty: 3121.979980
	Iteration 88Q: 3 clusters Score -3970512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3970517.750000 Penalty: 3121.979980
	Iteration 89Q: 3 clusters Score -3970518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3970516.750000 Penalty: 3121.979980
	Iteration 90Q: 3 clusters Score -3970517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3970521.000000 Penalty: 3121.979980
	Iteration 91Q: 3 clusters Score -3970521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3970523.500000 Penalty: 3121.979980
	Iteration 92Q: 3 clusters Score -3970524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3970523.250000 Penalty: 3121.979980
	Iteration 93Q: 3 clusters Score -3970523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3970523.250000 Penalty: 3121.979980
	Iteration 94Q: 3 clusters Score -3970523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3970523.500000 Penalty: 3121.979980
	Iteration 95Q: 3 clusters Score -3970524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3970520.500000 Penalty: 3121.979980
	Iteration 96Q: 3 clusters Score -3970520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3970520.500000 Penalty: 3121.979980
	Iteration 97Q: 3 clusters Score -3970520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3970520.000000 Penalty: 3121.979980
	Iteration 98Q: 3 clusters Score -3970520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3970523.250000 Penalty: 3121.979980
	Iteration 99Q: 3 clusters Score -3970523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3970519.250000 Penalty: 3121.979980
	Iteration 100F: 3 clusters Score -3970519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3970516.750000 Penalty: 3121.979980
	Iteration 101Q: 3 clusters Score -3970517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3970518.750000 Penalty: 3121.979980
	Iteration 102Q: 3 clusters Score -3970519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3970522.250000 Penalty: 3121.979980
	Iteration 103Q: 3 clusters Score -3970522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3970516.750000 Penalty: 3121.979980
	Iteration 104Q: 3 clusters Score -3970517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3970517.000000 Penalty: 3121.979980
	Iteration 105Q: 3 clusters Score -3970517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3970515.000000 Penalty: 3121.979980
	Iteration 106Q: 3 clusters Score -3970515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3970516.500000 Penalty: 3121.979980
	Iteration 107Q: 3 clusters Score -3970516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3970520.000000 Penalty: 3121.979980
	Iteration 108Q: 3 clusters Score -3970520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3970516.750000 Penalty: 3121.979980
	Iteration 109Q: 3 clusters Score -3970517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3970520.000000 Penalty: 3121.979980
	Iteration 110Q: 3 clusters Score -3970520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3970523.750000 Penalty: 3121.979980
	Iteration 111Q: 3 clusters Score -3970524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3970518.750000 Penalty: 3121.979980
	Iteration 112Q: 3 clusters Score -3970519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3970523.500000 Penalty: 3121.979980
	Iteration 113Q: 3 clusters Score -3970524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3970525.500000 Penalty: 3121.979980
	Iteration 114Q: 3 clusters Score -3970526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3970525.250000 Penalty: 3121.979980
	Iteration 115Q: 3 clusters Score -3970525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3970527.500000 Penalty: 3121.979980
	Iteration 116Q: 3 clusters Score -3970528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3970527.000000 Penalty: 3121.979980
	Iteration 117Q: 3 clusters Score -3970527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3970525.750000 Penalty: 3121.979980
	Iteration 118Q: 3 clusters Score -3970526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3970524.500000 Penalty: 3121.979980
	Iteration 119Q: 3 clusters Score -3970524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3970524.750000 Penalty: 3121.979980
	Iteration 120F: 3 clusters Score -3970525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3970524.750000 Penalty: 3121.979980
	Iteration 121Q: 3 clusters Score -3970525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3970524.750000 Penalty: 3121.979980
	Iteration 122F: 3 clusters Score -3970525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -908947.375000 Penalty: 1341.494507
	Iteration 0F: 2 clusters Score -908947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -903311.125000 Penalty: 2682.989014
	Iteration 0F: 3 clusters Score -903311.1 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -905208.437500 Penalty: 2682.989014
	Iteration 1F: 3 clusters Score -905208.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -905541.625000 Penalty: 2682.989014
	Iteration 2F: 3 clusters Score -905541.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -905789.437500 Penalty: 2682.989014
	Iteration 3F: 3 clusters Score -905789.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -906013.000000 Penalty: 2682.989014
	Iteration 4Q: 3 clusters Score -906013 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -906210.187500 Penalty: 2682.989014
	Iteration 5Q: 3 clusters Score -906210.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -906397.875000 Penalty: 2682.989014
	Iteration 6Q: 3 clusters Score -906397.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -906590.312500 Penalty: 2682.989014
	Iteration 7Q: 3 clusters Score -906590.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -906754.187500 Penalty: 2682.989014
	Iteration 8Q: 3 clusters Score -906754.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -906908.812500 Penalty: 2682.989014
	Iteration 9Q: 3 clusters Score -906908.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -907071.625000 Penalty: 2682.989014
	Iteration 10Q: 3 clusters Score -907071.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -907229.062500 Penalty: 2682.989014
	Iteration 11Q: 3 clusters Score -907229.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -907380.562500 Penalty: 2682.989014
	Iteration 12Q: 3 clusters Score -907380.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -907496.250000 Penalty: 2682.989014
	Iteration 13Q: 3 clusters Score -907496.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -907601.937500 Penalty: 2682.989014
	Iteration 14Q: 3 clusters Score -907601.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -907684.250000 Penalty: 2682.989014
	Iteration 15Q: 3 clusters Score -907684.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -907765.312500 Penalty: 2682.989014
	Iteration 16Q: 3 clusters Score -907765.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -907834.187500 Penalty: 2682.989014
	Iteration 17Q: 3 clusters Score -907834.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -907894.500000 Penalty: 2682.989014
	Iteration 18Q: 3 clusters Score -907894.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -907942.500000 Penalty: 2682.989014
	Iteration 19Q: 3 clusters Score -907942.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -907983.437500 Penalty: 2682.989014
	Iteration 20F: 3 clusters Score -907983.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -908007.437500 Penalty: 2682.989014
	Iteration 21Q: 3 clusters Score -908007.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -908021.375000 Penalty: 2682.989014
	Iteration 22Q: 3 clusters Score -908021.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -908035.437500 Penalty: 2682.989014
	Iteration 23Q: 3 clusters Score -908035.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -908041.750000 Penalty: 2682.989014
	Iteration 24Q: 3 clusters Score -908041.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -908052.375000 Penalty: 2682.989014
	Iteration 25Q: 3 clusters Score -908052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -908058.562500 Penalty: 2682.989014
	Iteration 26Q: 3 clusters Score -908058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -908060.125000 Penalty: 2682.989014
	Iteration 27Q: 3 clusters Score -908060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -908067.937500 Penalty: 2682.989014
	Iteration 28Q: 3 clusters Score -908067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -908071.687500 Penalty: 2682.989014
	Iteration 29Q: 3 clusters Score -908071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -908073.500000 Penalty: 2682.989014
	Iteration 30Q: 3 clusters Score -908073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -908077.312500 Penalty: 2682.989014
	Iteration 31Q: 3 clusters Score -908077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -908083.062500 Penalty: 2682.989014
	Iteration 32Q: 3 clusters Score -908083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -908084.437500 Penalty: 2682.989014
	Iteration 33Q: 3 clusters Score -908084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -908087.062500 Penalty: 2682.989014
	Iteration 34Q: 3 clusters Score -908087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -908089.125000 Penalty: 2682.989014
	Iteration 35Q: 3 clusters Score -908089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -908088.625000 Penalty: 2682.989014
	Iteration 36Q: 3 clusters Score -908088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -908088.625000 Penalty: 2682.989014
	Iteration 37F: 3 clusters Score -908088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Entering Unmasked Estep 
Score: -5654762.500000 Penalty: 1611.416504
	Iteration 0F: 2 clusters Score -5654762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -5621822.000000 Penalty: 3222.833008
	Iteration 0F: 3 clusters Score -5621822 nChanged 23313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5634908.500000 Penalty: 3222.833008
	Iteration 1F: 3 clusters Score -5634908 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5635535.500000 Penalty: 3222.833008
	Iteration 2Q: 3 clusters Score -5635536 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5636216.000000 Penalty: 3222.833008
	Iteration 3Q: 3 clusters Score -5636216 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -5637113.500000 Penalty: 3222.833008
	Iteration 4Q: 3 clusters Score -5637114 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5638327.000000 Penalty: 3222.833008
	Iteration 5Q: 3 clusters Score -5638327 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5640075.500000 Penalty: 3222.833008
	Iteration 6F: 3 clusters Score -5640076 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5642388.500000 Penalty: 3222.833008
	Iteration 7F: 3 clusters Score -5642388 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -5645080.500000 Penalty: 3222.833008
	Iteration 8F: 3 clusters Score -5645080 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5647411.000000 Penalty: 3222.833008
	Iteration 9F: 3 clusters Score -5647411 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5649179.500000 Penalty: 3222.833008
	Iteration 10Q: 3 clusters Score -5649180 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -5650246.500000 Penalty: 3222.833008
	Iteration 11Q: 3 clusters Score -5650246 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5650982.000000 Penalty: 3222.833008
	Iteration 12Q: 3 clusters Score -5650982 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5651434.000000 Penalty: 3222.833008
	Iteration 13Q: 3 clusters Score -5651434 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -5651778.500000 Penalty: 3222.833008
	Iteration 14Q: 3 clusters Score -5651778 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -5652062.500000 Penalty: 3222.833008
	Iteration 15Q: 3 clusters Score -5652062 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5652269.500000 Penalty: 3222.833008
	Iteration 16Q: 3 clusters Score -5652270 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5652452.500000 Penalty: 3222.833008
	Iteration 17Q: 3 clusters Score -5652452 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5652584.000000 Penalty: 3222.833008
	Iteration 18Q: 3 clusters Score -5652584 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -5652687.000000 Penalty: 3222.833008
	Iteration 19Q: 3 clusters Score -5652687 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5652769.000000 Penalty: 3222.833008
	Iteration 20F: 3 clusters Score -5652769 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -5652837.000000 Penalty: 3222.833008
	Iteration 21Q: 3 clusters Score -5652837 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -5652904.500000 Penalty: 3222.833008
	Iteration 22Q: 3 clusters Score -5652904 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5652952.500000 Penalty: 3222.833008
	Iteration 23Q: 3 clusters Score -5652952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -5652984.000000 Penalty: 3222.833008
	Iteration 24Q: 3 clusters Score -5652984 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -5653037.500000 Penalty: 3222.833008
	Iteration 25Q: 3 clusters Score -5653038 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -5653108.500000 Penalty: 3222.833008
	Iteration 26Q: 3 clusters Score -5653108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5653156.000000 Penalty: 3222.833008
	Iteration 27Q: 3 clusters Score -5653156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -5653207.500000 Penalty: 3222.833008
	Iteration 28Q: 3 clusters Score -5653208 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -5653245.000000 Penalty: 3222.833008
	Iteration 29Q: 3 clusters Score -5653245 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5653275.500000 Penalty: 3222.833008
	Iteration 30Q: 3 clusters Score -5653276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5653315.500000 Penalty: 3222.833008
	Iteration 31Q: 3 clusters Score -5653316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -5653348.000000 Penalty: 3222.833008
	Iteration 32Q: 3 clusters Score -5653348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -5653368.000000 Penalty: 3222.833008
	Iteration 33Q: 3 clusters Score -5653368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -5653396.000000 Penalty: 3222.833008
	Iteration 34Q: 3 clusters Score -5653396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5653420.500000 Penalty: 3222.833008
	Iteration 35Q: 3 clusters Score -5653420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -5653432.500000 Penalty: 3222.833008
	Iteration 36Q: 3 clusters Score -5653432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -5653443.500000 Penalty: 3222.833008
	Iteration 37Q: 3 clusters Score -5653444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -5653461.500000 Penalty: 3222.833008
	Iteration 38Q: 3 clusters Score -5653462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -5653453.000000 Penalty: 3222.833008
	Iteration 39Q: 3 clusters Score -5653453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -5653494.000000 Penalty: 3222.833008
	Iteration 40F: 3 clusters Score -5653494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -5653502.000000 Penalty: 3222.833008
	Iteration 41Q: 3 clusters Score -5653502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -5653529.500000 Penalty: 3222.833008
	Iteration 42Q: 3 clusters Score -5653530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -5653555.000000 Penalty: 3222.833008
	Iteration 43Q: 3 clusters Score -5653555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -5653574.000000 Penalty: 3222.833008
	Iteration 44Q: 3 clusters Score -5653574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -5653589.000000 Penalty: 3222.833008
	Iteration 45Q: 3 clusters Score -5653589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -5653600.000000 Penalty: 3222.833008
	Iteration 46Q: 3 clusters Score -5653600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -5653597.500000 Penalty: 3222.833008
	Iteration 47Q: 3 clusters Score -5653598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -5653601.500000 Penalty: 3222.833008
	Iteration 48Q: 3 clusters Score -5653602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -5653603.500000 Penalty: 3222.833008
	Iteration 49Q: 3 clusters Score -5653604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -5653616.500000 Penalty: 3222.833008
	Iteration 50Q: 3 clusters Score -5653616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -5653617.500000 Penalty: 3222.833008
	Iteration 51Q: 3 clusters Score -5653618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -5653619.000000 Penalty: 3222.833008
	Iteration 52Q: 3 clusters Score -5653619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -5653623.000000 Penalty: 3222.833008
	Iteration 53Q: 3 clusters Score -5653623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -5653626.000000 Penalty: 3222.833008
	Iteration 54Q: 3 clusters Score -5653626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -5653623.500000 Penalty: 3222.833008
	Iteration 55Q: 3 clusters Score -5653624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -5653633.000000 Penalty: 3222.833008
	Iteration 56Q: 3 clusters Score -5653633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -5653632.000000 Penalty: 3222.833008
	Iteration 57Q: 3 clusters Score -5653632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -5653630.000000 Penalty: 3222.833008
	Iteration 58Q: 3 clusters Score -5653630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -5653631.500000 Penalty: 3222.833008
	Iteration 59Q: 3 clusters Score -5653632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -5653632.500000 Penalty: 3222.833008
	Iteration 60F: 3 clusters Score -5653632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5653640.000000 Penalty: 3222.833008
	Iteration 61Q: 3 clusters Score -5653640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -5653639.000000 Penalty: 3222.833008
	Iteration 62Q: 3 clusters Score -5653639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -5653625.500000 Penalty: 3222.833008
	Iteration 63Q: 3 clusters Score -5653626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -5653625.500000 Penalty: 3222.833008
	Iteration 64Q: 3 clusters Score -5653626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -5653626.500000 Penalty: 3222.833008
	Iteration 65Q: 3 clusters Score -5653626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -5653626.000000 Penalty: 3222.833008
	Iteration 66Q: 3 clusters Score -5653626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -5653624.000000 Penalty: 3222.833008
	Iteration 67Q: 3 clusters Score -5653624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -5653629.500000 Penalty: 3222.833008
	Iteration 68Q: 3 clusters Score -5653630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -5653634.500000 Penalty: 3222.833008
	Iteration 69Q: 3 clusters Score -5653634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -5653643.500000 Penalty: 3222.833008
	Iteration 70Q: 3 clusters Score -5653644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -5653648.000000 Penalty: 3222.833008
	Iteration 71Q: 3 clusters Score -5653648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -5653649.000000 Penalty: 3222.833008
	Iteration 72Q: 3 clusters Score -5653649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -5653646.500000 Penalty: 3222.833008
	Iteration 73Q: 3 clusters Score -5653646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -5653643.500000 Penalty: 3222.833008
	Iteration 74Q: 3 clusters Score -5653644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -5653650.500000 Penalty: 3222.833008
	Iteration 75Q: 3 clusters Score -5653650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -5653646.500000 Penalty: 3222.833008
	Iteration 76Q: 3 clusters Score -5653646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -5653649.500000 Penalty: 3222.833008
	Iteration 77Q: 3 clusters Score -5653650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -5653645.000000 Penalty: 3222.833008
	Iteration 78Q: 3 clusters Score -5653645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -5653653.500000 Penalty: 3222.833008
	Iteration 79Q: 3 clusters Score -5653654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -5653649.500000 Penalty: 3222.833008
	Iteration 80F: 3 clusters Score -5653650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5653648.000000 Penalty: 3222.833008
	Iteration 81Q: 3 clusters Score -5653648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -5653650.000000 Penalty: 3222.833008
	Iteration 82Q: 3 clusters Score -5653650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5653652.000000 Penalty: 3222.833008
	Iteration 83Q: 3 clusters Score -5653652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -5653654.500000 Penalty: 3222.833008
	Iteration 84Q: 3 clusters Score -5653654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -5653654.000000 Penalty: 3222.833008
	Iteration 85Q: 3 clusters Score -5653654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -5653655.500000 Penalty: 3222.833008
	Iteration 86Q: 3 clusters Score -5653656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -5653648.500000 Penalty: 3222.833008
	Iteration 87Q: 3 clusters Score -5653648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -5653651.500000 Penalty: 3222.833008
	Iteration 88Q: 3 clusters Score -5653652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -5653656.500000 Penalty: 3222.833008
	Iteration 89Q: 3 clusters Score -5653656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5653654.500000 Penalty: 3222.833008
	Iteration 90Q: 3 clusters Score -5653654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -5653654.500000 Penalty: 3222.833008
	Iteration 91Q: 3 clusters Score -5653654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -5653646.000000 Penalty: 3222.833008
	Iteration 92Q: 3 clusters Score -5653646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -5653646.500000 Penalty: 3222.833008
	Iteration 93Q: 3 clusters Score -5653646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5653643.500000 Penalty: 3222.833008
	Iteration 94Q: 3 clusters Score -5653644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5653643.500000 Penalty: 3222.833008
	Iteration 95F: 3 clusters Score -5653644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Entering Unmasked Estep 
Score: -2473750.250000 Penalty: 1481.436523
	Iteration 0F: 2 clusters Score -2473750 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 10478 members 
Entering Unmasked Estep 
Score: -2460042.000000 Penalty: 2962.873047
	Iteration 0F: 3 clusters Score -2460042 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2464881.500000 Penalty: 2962.873047
	Iteration 1F: 3 clusters Score -2464882 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2465233.750000 Penalty: 2962.873047
	Iteration 2F: 3 clusters Score -2465234 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2465546.750000 Penalty: 2962.873047
	Iteration 3Q: 3 clusters Score -2465547 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2465807.000000 Penalty: 2962.873047
	Iteration 4Q: 3 clusters Score -2465807 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2466072.500000 Penalty: 2962.873047
	Iteration 5Q: 3 clusters Score -2466072 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2466329.750000 Penalty: 2962.873047
	Iteration 6Q: 3 clusters Score -2466330 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2466622.000000 Penalty: 2962.873047
	Iteration 7Q: 3 clusters Score -2466622 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2466943.750000 Penalty: 2962.873047
	Iteration 8Q: 3 clusters Score -2466944 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2467332.500000 Penalty: 2962.873047
	Iteration 9Q: 3 clusters Score -2467332 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2467906.000000 Penalty: 2962.873047
	Iteration 10Q: 3 clusters Score -2467906 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2468611.500000 Penalty: 2962.873047
	Iteration 11Q: 3 clusters Score -2468612 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2469408.000000 Penalty: 2962.873047
	Iteration 12F: 3 clusters Score -2469408 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2470200.000000 Penalty: 2962.873047
	Iteration 13F: 3 clusters Score -2470200 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2470944.500000 Penalty: 2962.873047
	Iteration 14Q: 3 clusters Score -2470944 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2471555.000000 Penalty: 2962.873047
	Iteration 15Q: 3 clusters Score -2471555 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2471913.500000 Penalty: 2962.873047
	Iteration 16Q: 3 clusters Score -2471914 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2472139.750000 Penalty: 2962.873047
	Iteration 17Q: 3 clusters Score -2472140 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2472294.250000 Penalty: 2962.873047
	Iteration 18Q: 3 clusters Score -2472294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2472406.750000 Penalty: 2962.873047
	Iteration 19Q: 3 clusters Score -2472407 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2472459.500000 Penalty: 2962.873047
	Iteration 20F: 3 clusters Score -2472460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2472495.500000 Penalty: 2962.873047
	Iteration 21Q: 3 clusters Score -2472496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2472525.000000 Penalty: 2962.873047
	Iteration 22Q: 3 clusters Score -2472525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2472545.500000 Penalty: 2962.873047
	Iteration 23Q: 3 clusters Score -2472546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2472562.750000 Penalty: 2962.873047
	Iteration 24Q: 3 clusters Score -2472563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2472569.750000 Penalty: 2962.873047
	Iteration 25Q: 3 clusters Score -2472570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2472579.000000 Penalty: 2962.873047
	Iteration 26Q: 3 clusters Score -2472579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2472584.750000 Penalty: 2962.873047
	Iteration 27Q: 3 clusters Score -2472585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2472592.750000 Penalty: 2962.873047
	Iteration 28Q: 3 clusters Score -2472593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2472599.500000 Penalty: 2962.873047
	Iteration 29Q: 3 clusters Score -2472600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2472606.750000 Penalty: 2962.873047
	Iteration 30Q: 3 clusters Score -2472607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2472615.250000 Penalty: 2962.873047
	Iteration 31Q: 3 clusters Score -2472615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2472618.000000 Penalty: 2962.873047
	Iteration 32Q: 3 clusters Score -2472618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2472618.000000 Penalty: 2962.873047
	Iteration 33F: 3 clusters Score -2472618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Entering Unmasked Estep 
Score: -1936582.000000 Penalty: 1457.977783
	Iteration 0F: 2 clusters Score -1936582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1924685.375000 Penalty: 2915.955566
	Iteration 0F: 3 clusters Score -1924685 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1928988.625000 Penalty: 2915.955566
	Iteration 1F: 3 clusters Score -1928989 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1929411.875000 Penalty: 2915.955566
	Iteration 2F: 3 clusters Score -1929412 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1929778.375000 Penalty: 2915.955566
	Iteration 3F: 3 clusters Score -1929778 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1930127.625000 Penalty: 2915.955566
	Iteration 4Q: 3 clusters Score -1930128 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1930504.500000 Penalty: 2915.955566
	Iteration 5Q: 3 clusters Score -1930504 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1930943.000000 Penalty: 2915.955566
	Iteration 6Q: 3 clusters Score -1930943 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1931501.625000 Penalty: 2915.955566
	Iteration 7F: 3 clusters Score -1931502 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1932161.625000 Penalty: 2915.955566
	Iteration 8F: 3 clusters Score -1932162 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1932900.500000 Penalty: 2915.955566
	Iteration 9F: 3 clusters Score -1932900 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1933674.750000 Penalty: 2915.955566
	Iteration 10Q: 3 clusters Score -1933675 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1934333.500000 Penalty: 2915.955566
	Iteration 11Q: 3 clusters Score -1934334 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1934778.000000 Penalty: 2915.955566
	Iteration 12Q: 3 clusters Score -1934778 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1935047.375000 Penalty: 2915.955566
	Iteration 13Q: 3 clusters Score -1935047 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1935197.875000 Penalty: 2915.955566
	Iteration 14Q: 3 clusters Score -1935198 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1935323.625000 Penalty: 2915.955566
	Iteration 15Q: 3 clusters Score -1935324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1935409.000000 Penalty: 2915.955566
	Iteration 16Q: 3 clusters Score -1935409 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1935467.125000 Penalty: 2915.955566
	Iteration 17Q: 3 clusters Score -1935467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1935505.875000 Penalty: 2915.955566
	Iteration 18Q: 3 clusters Score -1935506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1935544.125000 Penalty: 2915.955566
	Iteration 19Q: 3 clusters Score -1935544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1935573.000000 Penalty: 2915.955566
	Iteration 20F: 3 clusters Score -1935573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1935597.875000 Penalty: 2915.955566
	Iteration 21Q: 3 clusters Score -1935598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1935622.250000 Penalty: 2915.955566
	Iteration 22Q: 3 clusters Score -1935622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1935639.250000 Penalty: 2915.955566
	Iteration 23Q: 3 clusters Score -1935639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1935648.625000 Penalty: 2915.955566
	Iteration 24Q: 3 clusters Score -1935649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1935652.500000 Penalty: 2915.955566
	Iteration 25Q: 3 clusters Score -1935652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1935655.500000 Penalty: 2915.955566
	Iteration 26Q: 3 clusters Score -1935656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1935657.625000 Penalty: 2915.955566
	Iteration 27Q: 3 clusters Score -1935658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1935656.375000 Penalty: 2915.955566
	Iteration 28Q: 3 clusters Score -1935656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1935656.375000 Penalty: 2915.955566
	Iteration 29F: 3 clusters Score -1935656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -293722.750000 Penalty: 1175.449341
	Iteration 0F: 2 clusters Score -293722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -291427.000000 Penalty: 2350.898682
	Iteration 0F: 3 clusters Score -291427 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -291978.562500 Penalty: 2350.898682
	Iteration 1F: 3 clusters Score -291978.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -292144.250000 Penalty: 2350.898682
	Iteration 2F: 3 clusters Score -292144.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292250.000000 Penalty: 2350.898682
	Iteration 3F: 3 clusters Score -292250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -292328.968750 Penalty: 2350.898682
	Iteration 4Q: 3 clusters Score -292329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -292384.906250 Penalty: 2350.898682
	Iteration 5Q: 3 clusters Score -292384.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -292426.843750 Penalty: 2350.898682
	Iteration 6Q: 3 clusters Score -292426.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -292463.437500 Penalty: 2350.898682
	Iteration 7Q: 3 clusters Score -292463.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -292495.750000 Penalty: 2350.898682
	Iteration 8Q: 3 clusters Score -292495.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -292521.000000 Penalty: 2350.898682
	Iteration 9Q: 3 clusters Score -292521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -292541.968750 Penalty: 2350.898682
	Iteration 10Q: 3 clusters Score -292542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -292565.531250 Penalty: 2350.898682
	Iteration 11Q: 3 clusters Score -292565.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -292578.343750 Penalty: 2350.898682
	Iteration 12Q: 3 clusters Score -292578.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -292587.218750 Penalty: 2350.898682
	Iteration 13Q: 3 clusters Score -292587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -292601.437500 Penalty: 2350.898682
	Iteration 14Q: 3 clusters Score -292601.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -292618.937500 Penalty: 2350.898682
	Iteration 15Q: 3 clusters Score -292618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -292631.500000 Penalty: 2350.898682
	Iteration 16Q: 3 clusters Score -292631.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -292644.375000 Penalty: 2350.898682
	Iteration 17Q: 3 clusters Score -292644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -292656.187500 Penalty: 2350.898682
	Iteration 18Q: 3 clusters Score -292656.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -292670.312500 Penalty: 2350.898682
	Iteration 19Q: 3 clusters Score -292670.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -292689.656250 Penalty: 2350.898682
	Iteration 20F: 3 clusters Score -292689.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292709.531250 Penalty: 2350.898682
	Iteration 21Q: 3 clusters Score -292709.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -292726.812500 Penalty: 2350.898682
	Iteration 22Q: 3 clusters Score -292726.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -292738.062500 Penalty: 2350.898682
	Iteration 23Q: 3 clusters Score -292738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -292750.218750 Penalty: 2350.898682
	Iteration 24Q: 3 clusters Score -292750.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -292767.125000 Penalty: 2350.898682
	Iteration 25Q: 3 clusters Score -292767.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -292782.500000 Penalty: 2350.898682
	Iteration 26Q: 3 clusters Score -292782.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -292806.062500 Penalty: 2350.898682
	Iteration 27Q: 3 clusters Score -292806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -292822.062500 Penalty: 2350.898682
	Iteration 28Q: 3 clusters Score -292822.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292835.937500 Penalty: 2350.898682
	Iteration 29Q: 3 clusters Score -292835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -292841.906250 Penalty: 2350.898682
	Iteration 30Q: 3 clusters Score -292841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -292850.312500 Penalty: 2350.898682
	Iteration 31Q: 3 clusters Score -292850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -292853.781250 Penalty: 2350.898682
	Iteration 32Q: 3 clusters Score -292853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -292855.343750 Penalty: 2350.898682
	Iteration 33Q: 3 clusters Score -292855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -292858.218750 Penalty: 2350.898682
	Iteration 34Q: 3 clusters Score -292858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -292860.718750 Penalty: 2350.898682
	Iteration 35Q: 3 clusters Score -292860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292866.781250 Penalty: 2350.898682
	Iteration 36Q: 3 clusters Score -292866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -292872.843750 Penalty: 2350.898682
	Iteration 37Q: 3 clusters Score -292872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -292875.406250 Penalty: 2350.898682
	Iteration 38Q: 3 clusters Score -292875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -292876.843750 Penalty: 2350.898682
	Iteration 39Q: 3 clusters Score -292876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -292876.843750 Penalty: 2350.898682
	Iteration 40F: 3 clusters Score -292876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Entering Unmasked Estep 
Score: -681809.625000 Penalty: 1311.793335
	Iteration 0F: 2 clusters Score -681809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -677061.312500 Penalty: 2623.586670
	Iteration 0F: 3 clusters Score -677061.3 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -678648.812500 Penalty: 2623.586670
	Iteration 1F: 3 clusters Score -678648.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -679010.000000 Penalty: 2623.586670
	Iteration 2F: 3 clusters Score -679010 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -679255.312500 Penalty: 2623.586670
	Iteration 3F: 3 clusters Score -679255.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -679509.187500 Penalty: 2623.586670
	Iteration 4F: 3 clusters Score -679509.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -679774.312500 Penalty: 2623.586670
	Iteration 5Q: 3 clusters Score -679774.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -680078.687500 Penalty: 2623.586670
	Iteration 6F: 3 clusters Score -680078.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -680313.187500 Penalty: 2623.586670
	Iteration 7Q: 3 clusters Score -680313.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -680471.500000 Penalty: 2623.586670
	Iteration 8Q: 3 clusters Score -680471.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -680587.187500 Penalty: 2623.586670
	Iteration 9Q: 3 clusters Score -680587.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -680674.937500 Penalty: 2623.586670
	Iteration 10Q: 3 clusters Score -680674.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -680737.812500 Penalty: 2623.586670
	Iteration 11Q: 3 clusters Score -680737.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -680795.937500 Penalty: 2623.586670
	Iteration 12Q: 3 clusters Score -680795.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -680845.000000 Penalty: 2623.586670
	Iteration 13Q: 3 clusters Score -680845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -680887.750000 Penalty: 2623.586670
	Iteration 14Q: 3 clusters Score -680887.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -680917.500000 Penalty: 2623.586670
	Iteration 15Q: 3 clusters Score -680917.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -680947.187500 Penalty: 2623.586670
	Iteration 16Q: 3 clusters Score -680947.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -680969.625000 Penalty: 2623.586670
	Iteration 17Q: 3 clusters Score -680969.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -680992.312500 Penalty: 2623.586670
	Iteration 18Q: 3 clusters Score -680992.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -681012.000000 Penalty: 2623.586670
	Iteration 19Q: 3 clusters Score -681012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -681028.375000 Penalty: 2623.586670
	Iteration 20F: 3 clusters Score -681028.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -681043.875000 Penalty: 2623.586670
	Iteration 21Q: 3 clusters Score -681043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -681054.375000 Penalty: 2623.586670
	Iteration 22Q: 3 clusters Score -681054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -681066.062500 Penalty: 2623.586670
	Iteration 23Q: 3 clusters Score -681066.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -681075.125000 Penalty: 2623.586670
	Iteration 24Q: 3 clusters Score -681075.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -681082.375000 Penalty: 2623.586670
	Iteration 25Q: 3 clusters Score -681082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -681089.812500 Penalty: 2623.586670
	Iteration 26Q: 3 clusters Score -681089.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -681093.812500 Penalty: 2623.586670
	Iteration 27Q: 3 clusters Score -681093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -681094.187500 Penalty: 2623.586670
	Iteration 28Q: 3 clusters Score -681094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -681094.687500 Penalty: 2623.586670
	Iteration 29Q: 3 clusters Score -681094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -681096.562500 Penalty: 2623.586670
	Iteration 30Q: 3 clusters Score -681096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -681097.437500 Penalty: 2623.586670
	Iteration 31Q: 3 clusters Score -681097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -681098.875000 Penalty: 2623.586670
	Iteration 32Q: 3 clusters Score -681098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -681099.812500 Penalty: 2623.586670
	Iteration 33Q: 3 clusters Score -681099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -681101.187500 Penalty: 2623.586670
	Iteration 34Q: 3 clusters Score -681101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -681104.437500 Penalty: 2623.586670
	Iteration 35Q: 3 clusters Score -681104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -681104.562500 Penalty: 2623.586670
	Iteration 36Q: 3 clusters Score -681104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -681105.875000 Penalty: 2623.586670
	Iteration 37Q: 3 clusters Score -681105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -681108.062500 Penalty: 2623.586670
	Iteration 38Q: 3 clusters Score -681108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -681112.437500 Penalty: 2623.586670
	Iteration 39Q: 3 clusters Score -681112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -681111.875000 Penalty: 2623.586670
	Iteration 40F: 3 clusters Score -681111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -681114.187500 Penalty: 2623.586670
	Iteration 41Q: 3 clusters Score -681114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -681114.562500 Penalty: 2623.586670
	Iteration 42Q: 3 clusters Score -681114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -681114.125000 Penalty: 2623.586670
	Iteration 43Q: 3 clusters Score -681114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -681114.125000 Penalty: 2623.586670
	Iteration 44F: 3 clusters Score -681114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -754687.000000 Penalty: 1310.574219
	Iteration 0F: 2 clusters Score -754687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -749941.687500 Penalty: 2621.148438
	Iteration 0F: 3 clusters Score -749941.7 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -751430.812500 Penalty: 2621.148438
	Iteration 1F: 3 clusters Score -751430.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -751683.312500 Penalty: 2621.148438
	Iteration 2F: 3 clusters Score -751683.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -751832.187500 Penalty: 2621.148438
	Iteration 3Q: 3 clusters Score -751832.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -751939.562500 Penalty: 2621.148438
	Iteration 4Q: 3 clusters Score -751939.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -752009.500000 Penalty: 2621.148438
	Iteration 5Q: 3 clusters Score -752009.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -752068.375000 Penalty: 2621.148438
	Iteration 6Q: 3 clusters Score -752068.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -752126.687500 Penalty: 2621.148438
	Iteration 7Q: 3 clusters Score -752126.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -752182.375000 Penalty: 2621.148438
	Iteration 8Q: 3 clusters Score -752182.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -752229.125000 Penalty: 2621.148438
	Iteration 9Q: 3 clusters Score -752229.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -752289.687500 Penalty: 2621.148438
	Iteration 10Q: 3 clusters Score -752289.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -752347.125000 Penalty: 2621.148438
	Iteration 11Q: 3 clusters Score -752347.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -752418.375000 Penalty: 2621.148438
	Iteration 12Q: 3 clusters Score -752418.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -752503.125000 Penalty: 2621.148438
	Iteration 13Q: 3 clusters Score -752503.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -752581.250000 Penalty: 2621.148438
	Iteration 14Q: 3 clusters Score -752581.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -752654.625000 Penalty: 2621.148438
	Iteration 15Q: 3 clusters Score -752654.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -752724.750000 Penalty: 2621.148438
	Iteration 16Q: 3 clusters Score -752724.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -752802.687500 Penalty: 2621.148438
	Iteration 17Q: 3 clusters Score -752802.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -752888.625000 Penalty: 2621.148438
	Iteration 18Q: 3 clusters Score -752888.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -752979.625000 Penalty: 2621.148438
	Iteration 19Q: 3 clusters Score -752979.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -753076.625000 Penalty: 2621.148438
	Iteration 20F: 3 clusters Score -753076.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -753157.000000 Penalty: 2621.148438
	Iteration 21Q: 3 clusters Score -753157 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -753217.562500 Penalty: 2621.148438
	Iteration 22Q: 3 clusters Score -753217.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -753284.687500 Penalty: 2621.148438
	Iteration 23Q: 3 clusters Score -753284.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -753341.750000 Penalty: 2621.148438
	Iteration 24Q: 3 clusters Score -753341.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -753397.562500 Penalty: 2621.148438
	Iteration 25Q: 3 clusters Score -753397.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -753445.812500 Penalty: 2621.148438
	Iteration 26Q: 3 clusters Score -753445.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -753492.812500 Penalty: 2621.148438
	Iteration 27Q: 3 clusters Score -753492.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -753524.187500 Penalty: 2621.148438
	Iteration 28Q: 3 clusters Score -753524.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -753551.437500 Penalty: 2621.148438
	Iteration 29Q: 3 clusters Score -753551.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -753572.312500 Penalty: 2621.148438
	Iteration 30Q: 3 clusters Score -753572.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -753595.812500 Penalty: 2621.148438
	Iteration 31Q: 3 clusters Score -753595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -753615.187500 Penalty: 2621.148438
	Iteration 32Q: 3 clusters Score -753615.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -753626.687500 Penalty: 2621.148438
	Iteration 33Q: 3 clusters Score -753626.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -753637.062500 Penalty: 2621.148438
	Iteration 34Q: 3 clusters Score -753637.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -753646.250000 Penalty: 2621.148438
	Iteration 35Q: 3 clusters Score -753646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -753651.375000 Penalty: 2621.148438
	Iteration 36Q: 3 clusters Score -753651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -753658.562500 Penalty: 2621.148438
	Iteration 37Q: 3 clusters Score -753658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -753664.937500 Penalty: 2621.148438
	Iteration 38Q: 3 clusters Score -753664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -753670.625000 Penalty: 2621.148438
	Iteration 39Q: 3 clusters Score -753670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -753673.375000 Penalty: 2621.148438
	Iteration 40F: 3 clusters Score -753673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -753673.375000 Penalty: 2621.148438
	Iteration 41Q: 3 clusters Score -753673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -753675.812500 Penalty: 2621.148438
	Iteration 42Q: 3 clusters Score -753675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -753676.375000 Penalty: 2621.148438
	Iteration 43Q: 3 clusters Score -753676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -753676.375000 Penalty: 2621.148438
	Iteration 44F: 3 clusters Score -753676.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -30438.638672 Penalty: 919.586487
	Iteration 0F: 2 clusters Score -30438.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29642.810547 Penalty: 1839.172974
	Iteration 0F: 3 clusters Score -29642.81 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29930.054688 Penalty: 1839.172974
	Iteration 1F: 3 clusters Score -29930.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30060.107422 Penalty: 1839.172974
	Iteration 2F: 3 clusters Score -30060.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30138.710938 Penalty: 1839.172974
	Iteration 3Q: 3 clusters Score -30138.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30188.279297 Penalty: 1839.172974
	Iteration 4Q: 3 clusters Score -30188.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30234.066406 Penalty: 1839.172974
	Iteration 5Q: 3 clusters Score -30234.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30288.068359 Penalty: 1839.172974
	Iteration 6Q: 3 clusters Score -30288.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30338.154297 Penalty: 1839.172974
	Iteration 7Q: 3 clusters Score -30338.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30390.347656 Penalty: 1839.172974
	Iteration 8Q: 3 clusters Score -30390.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30419.457031 Penalty: 1839.172974
	Iteration 9Q: 3 clusters Score -30419.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30466.707031 Penalty: 1839.172974
	Iteration 10Q: 3 clusters Score -30466.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30554.771484 Penalty: 1839.172974
	Iteration 11Q: 3 clusters Score -30554.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30598.388672 Penalty: 1839.172974
	Iteration 12Q: 3 clusters Score -30598.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30614.675781 Penalty: 1839.172974
	Iteration 13Q: 3 clusters Score -30614.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30627.246094 Penalty: 1839.172974
	Iteration 14Q: 3 clusters Score -30627.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30634.794922 Penalty: 1839.172974
	Iteration 15Q: 3 clusters Score -30634.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30635.902344 Penalty: 1839.172974
	Iteration 16Q: 3 clusters Score -30635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30635.902344 Penalty: 1839.172974
	Iteration 17F: 3 clusters Score -30635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 628 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55112 members 
Mstep: Class 61 contains 35971 members 
Mstep: Class 62 contains 316 members 
Mstep: Class 63 contains 270 members 
Entering Unmasked Estep 
Score: -111093000.000000 Penalty: 129547.601562
Splitting cluster 41 changes total score from -111062808.000000 to -111093000.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 42 (45879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Entering Unmasked Estep 
Score: -5342660.000000 Penalty: 1597.183960
	Iteration 0F: 2 clusters Score -5342660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5312536.000000 Penalty: 3194.367920
	Iteration 0F: 3 clusters Score -5312536 nChanged 21266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5324242.500000 Penalty: 3194.367920
	Iteration 1F: 3 clusters Score -5324242 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5324829.500000 Penalty: 3194.367920
	Iteration 2Q: 3 clusters Score -5324830 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5325451.000000 Penalty: 3194.367920
	Iteration 3Q: 3 clusters Score -5325451 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5326186.500000 Penalty: 3194.367920
	Iteration 4Q: 3 clusters Score -5326186 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5326939.500000 Penalty: 3194.367920
	Iteration 5Q: 3 clusters Score -5326940 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5327843.500000 Penalty: 3194.367920
	Iteration 6Q: 3 clusters Score -5327844 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5328848.000000 Penalty: 3194.367920
	Iteration 7Q: 3 clusters Score -5328848 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -5329919.000000 Penalty: 3194.367920
	Iteration 8Q: 3 clusters Score -5329919 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -5331134.000000 Penalty: 3194.367920
	Iteration 9Q: 3 clusters Score -5331134 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -5332493.000000 Penalty: 3194.367920
	Iteration 10F: 3 clusters Score -5332493 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5333580.000000 Penalty: 3194.367920
	Iteration 11Q: 3 clusters Score -5333580 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -5334324.500000 Penalty: 3194.367920
	Iteration 12Q: 3 clusters Score -5334324 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5334699.000000 Penalty: 3194.367920
	Iteration 13Q: 3 clusters Score -5334699 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5334845.000000 Penalty: 3194.367920
	Iteration 14Q: 3 clusters Score -5334845 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5334901.000000 Penalty: 3194.367920
	Iteration 15Q: 3 clusters Score -5334901 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5334956.500000 Penalty: 3194.367920
	Iteration 16Q: 3 clusters Score -5334956 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5334966.500000 Penalty: 3194.367920
	Iteration 17Q: 3 clusters Score -5334966 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5335017.000000 Penalty: 3194.367920
	Iteration 18Q: 3 clusters Score -5335017 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5335046.000000 Penalty: 3194.367920
	Iteration 19Q: 3 clusters Score -5335046 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5335089.500000 Penalty: 3194.367920
	Iteration 20F: 3 clusters Score -5335090 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5335129.500000 Penalty: 3194.367920
	Iteration 21Q: 3 clusters Score -5335130 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5335145.500000 Penalty: 3194.367920
	Iteration 22Q: 3 clusters Score -5335146 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5335164.500000 Penalty: 3194.367920
	Iteration 23Q: 3 clusters Score -5335164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5335160.500000 Penalty: 3194.367920
	Iteration 24Q: 3 clusters Score -5335160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5335210.500000 Penalty: 3194.367920
	Iteration 25Q: 3 clusters Score -5335210 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -5335229.500000 Penalty: 3194.367920
	Iteration 26Q: 3 clusters Score -5335230 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5335266.000000 Penalty: 3194.367920
	Iteration 27Q: 3 clusters Score -5335266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5335270.500000 Penalty: 3194.367920
	Iteration 28Q: 3 clusters Score -5335270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5335293.500000 Penalty: 3194.367920
	Iteration 29Q: 3 clusters Score -5335294 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5335339.500000 Penalty: 3194.367920
	Iteration 30Q: 3 clusters Score -5335340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5335383.500000 Penalty: 3194.367920
	Iteration 31Q: 3 clusters Score -5335384 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5335405.500000 Penalty: 3194.367920
	Iteration 32Q: 3 clusters Score -5335406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5335441.000000 Penalty: 3194.367920
	Iteration 33Q: 3 clusters Score -5335441 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5335467.000000 Penalty: 3194.367920
	Iteration 34Q: 3 clusters Score -5335467 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5335507.500000 Penalty: 3194.367920
	Iteration 35Q: 3 clusters Score -5335508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -5335563.500000 Penalty: 3194.367920
	Iteration 36Q: 3 clusters Score -5335564 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5335629.000000 Penalty: 3194.367920
	Iteration 37Q: 3 clusters Score -5335629 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5335700.000000 Penalty: 3194.367920
	Iteration 38Q: 3 clusters Score -5335700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5335765.500000 Penalty: 3194.367920
	Iteration 39Q: 3 clusters Score -5335766 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5335837.500000 Penalty: 3194.367920
	Iteration 40F: 3 clusters Score -5335838 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -5335879.000000 Penalty: 3194.367920
	Iteration 41Q: 3 clusters Score -5335879 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5335926.000000 Penalty: 3194.367920
	Iteration 42Q: 3 clusters Score -5335926 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5336011.500000 Penalty: 3194.367920
	Iteration 43Q: 3 clusters Score -5336012 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5336063.000000 Penalty: 3194.367920
	Iteration 44Q: 3 clusters Score -5336063 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5336130.500000 Penalty: 3194.367920
	Iteration 45Q: 3 clusters Score -5336130 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5336189.000000 Penalty: 3194.367920
	Iteration 46Q: 3 clusters Score -5336189 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5336264.000000 Penalty: 3194.367920
	Iteration 47Q: 3 clusters Score -5336264 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5336354.500000 Penalty: 3194.367920
	Iteration 48Q: 3 clusters Score -5336354 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5336478.000000 Penalty: 3194.367920
	Iteration 49Q: 3 clusters Score -5336478 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5336609.000000 Penalty: 3194.367920
	Iteration 50Q: 3 clusters Score -5336609 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -5336766.500000 Penalty: 3194.367920
	Iteration 51Q: 3 clusters Score -5336766 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -5336978.500000 Penalty: 3194.367920
	Iteration 52Q: 3 clusters Score -5336978 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5337193.000000 Penalty: 3194.367920
	Iteration 53Q: 3 clusters Score -5337193 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5337448.000000 Penalty: 3194.367920
	Iteration 54Q: 3 clusters Score -5337448 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -5337714.000000 Penalty: 3194.367920
	Iteration 55Q: 3 clusters Score -5337714 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -5338013.500000 Penalty: 3194.367920
	Iteration 56Q: 3 clusters Score -5338014 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -5338400.500000 Penalty: 3194.367920
	Iteration 57Q: 3 clusters Score -5338400 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5338761.000000 Penalty: 3194.367920
	Iteration 58Q: 3 clusters Score -5338761 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5339258.000000 Penalty: 3194.367920
	Iteration 59Q: 3 clusters Score -5339258 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5339769.500000 Penalty: 3194.367920
	Iteration 60F: 3 clusters Score -5339770 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5340269.500000 Penalty: 3194.367920
	Iteration 61Q: 3 clusters Score -5340270 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5340685.500000 Penalty: 3194.367920
	Iteration 62Q: 3 clusters Score -5340686 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5341048.500000 Penalty: 3194.367920
	Iteration 63Q: 3 clusters Score -5341048 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5341343.500000 Penalty: 3194.367920
	Iteration 64Q: 3 clusters Score -5341344 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5341621.000000 Penalty: 3194.367920
	Iteration 65Q: 3 clusters Score -5341621 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5341832.000000 Penalty: 3194.367920
	Iteration 66Q: 3 clusters Score -5341832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5341975.500000 Penalty: 3194.367920
	Iteration 67Q: 3 clusters Score -5341976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5342110.500000 Penalty: 3194.367920
	Iteration 68Q: 3 clusters Score -5342110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5342188.000000 Penalty: 3194.367920
	Iteration 69Q: 3 clusters Score -5342188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5342255.000000 Penalty: 3194.367920
	Iteration 70Q: 3 clusters Score -5342255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5342326.000000 Penalty: 3194.367920
	Iteration 71Q: 3 clusters Score -5342326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5342356.500000 Penalty: 3194.367920
	Iteration 72Q: 3 clusters Score -5342356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5342388.500000 Penalty: 3194.367920
	Iteration 73Q: 3 clusters Score -5342388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5342413.000000 Penalty: 3194.367920
	Iteration 74Q: 3 clusters Score -5342413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5342422.500000 Penalty: 3194.367920
	Iteration 75Q: 3 clusters Score -5342422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5342425.500000 Penalty: 3194.367920
	Iteration 76Q: 3 clusters Score -5342426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5342424.500000 Penalty: 3194.367920
	Iteration 77Q: 3 clusters Score -5342424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5342435.500000 Penalty: 3194.367920
	Iteration 78Q: 3 clusters Score -5342436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5342443.000000 Penalty: 3194.367920
	Iteration 79Q: 3 clusters Score -5342443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5342432.500000 Penalty: 3194.367920
	Iteration 80F: 3 clusters Score -5342432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5342433.500000 Penalty: 3194.367920
	Iteration 81Q: 3 clusters Score -5342434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5342429.000000 Penalty: 3194.367920
	Iteration 82Q: 3 clusters Score -5342429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5342430.000000 Penalty: 3194.367920
	Iteration 83Q: 3 clusters Score -5342430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5342435.000000 Penalty: 3194.367920
	Iteration 84Q: 3 clusters Score -5342435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5342433.500000 Penalty: 3194.367920
	Iteration 85Q: 3 clusters Score -5342434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5342427.500000 Penalty: 3194.367920
	Iteration 86Q: 3 clusters Score -5342428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5342433.500000 Penalty: 3194.367920
	Iteration 87Q: 3 clusters Score -5342434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5342438.000000 Penalty: 3194.367920
	Iteration 88Q: 3 clusters Score -5342438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5342436.500000 Penalty: 3194.367920
	Iteration 89Q: 3 clusters Score -5342436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5342438.000000 Penalty: 3194.367920
	Iteration 90Q: 3 clusters Score -5342438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5342440.000000 Penalty: 3194.367920
	Iteration 91Q: 3 clusters Score -5342440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5342443.500000 Penalty: 3194.367920
	Iteration 92Q: 3 clusters Score -5342444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5342435.500000 Penalty: 3194.367920
	Iteration 93Q: 3 clusters Score -5342436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5342441.000000 Penalty: 3194.367920
	Iteration 94Q: 3 clusters Score -5342441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5342442.500000 Penalty: 3194.367920
	Iteration 95Q: 3 clusters Score -5342442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5342447.500000 Penalty: 3194.367920
	Iteration 96Q: 3 clusters Score -5342448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5342447.500000 Penalty: 3194.367920
	Iteration 97F: 3 clusters Score -5342448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -957864.812500 Penalty: 1339.693481
	Iteration 0F: 2 clusters Score -957864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -952320.187500 Penalty: 2679.386963
	Iteration 0F: 3 clusters Score -952320.2 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -954112.187500 Penalty: 2679.386963
	Iteration 1F: 3 clusters Score -954112.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -954396.687500 Penalty: 2679.386963
	Iteration 2F: 3 clusters Score -954396.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -954562.687500 Penalty: 2679.386963
	Iteration 3Q: 3 clusters Score -954562.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -954667.500000 Penalty: 2679.386963
	Iteration 4Q: 3 clusters Score -954667.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -954740.750000 Penalty: 2679.386963
	Iteration 5Q: 3 clusters Score -954740.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -954799.312500 Penalty: 2679.386963
	Iteration 6Q: 3 clusters Score -954799.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -954848.812500 Penalty: 2679.386963
	Iteration 7Q: 3 clusters Score -954848.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -954887.000000 Penalty: 2679.386963
	Iteration 8Q: 3 clusters Score -954887 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -954923.875000 Penalty: 2679.386963
	Iteration 9Q: 3 clusters Score -954923.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -954962.000000 Penalty: 2679.386963
	Iteration 10Q: 3 clusters Score -954962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -954989.937500 Penalty: 2679.386963
	Iteration 11Q: 3 clusters Score -954989.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -955021.625000 Penalty: 2679.386963
	Iteration 12Q: 3 clusters Score -955021.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -955047.312500 Penalty: 2679.386963
	Iteration 13Q: 3 clusters Score -955047.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -955070.875000 Penalty: 2679.386963
	Iteration 14Q: 3 clusters Score -955070.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -955097.125000 Penalty: 2679.386963
	Iteration 15Q: 3 clusters Score -955097.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -955118.125000 Penalty: 2679.386963
	Iteration 16Q: 3 clusters Score -955118.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -955138.000000 Penalty: 2679.386963
	Iteration 17Q: 3 clusters Score -955138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -955162.187500 Penalty: 2679.386963
	Iteration 18Q: 3 clusters Score -955162.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -955181.187500 Penalty: 2679.386963
	Iteration 19Q: 3 clusters Score -955181.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -955209.812500 Penalty: 2679.386963
	Iteration 20F: 3 clusters Score -955209.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -955232.187500 Penalty: 2679.386963
	Iteration 21Q: 3 clusters Score -955232.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -955262.687500 Penalty: 2679.386963
	Iteration 22Q: 3 clusters Score -955262.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -955287.187500 Penalty: 2679.386963
	Iteration 23Q: 3 clusters Score -955287.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -955318.750000 Penalty: 2679.386963
	Iteration 24Q: 3 clusters Score -955318.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -955351.250000 Penalty: 2679.386963
	Iteration 25Q: 3 clusters Score -955351.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -955387.687500 Penalty: 2679.386963
	Iteration 26Q: 3 clusters Score -955387.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -955423.562500 Penalty: 2679.386963
	Iteration 27Q: 3 clusters Score -955423.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -955456.250000 Penalty: 2679.386963
	Iteration 28Q: 3 clusters Score -955456.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -955486.187500 Penalty: 2679.386963
	Iteration 29Q: 3 clusters Score -955486.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -955516.750000 Penalty: 2679.386963
	Iteration 30Q: 3 clusters Score -955516.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -955546.812500 Penalty: 2679.386963
	Iteration 31Q: 3 clusters Score -955546.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -955571.937500 Penalty: 2679.386963
	Iteration 32Q: 3 clusters Score -955571.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -955596.000000 Penalty: 2679.386963
	Iteration 33Q: 3 clusters Score -955596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -955621.312500 Penalty: 2679.386963
	Iteration 34Q: 3 clusters Score -955621.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -955644.687500 Penalty: 2679.386963
	Iteration 35Q: 3 clusters Score -955644.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -955677.687500 Penalty: 2679.386963
	Iteration 36Q: 3 clusters Score -955677.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -955709.812500 Penalty: 2679.386963
	Iteration 37Q: 3 clusters Score -955709.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -955749.375000 Penalty: 2679.386963
	Iteration 38Q: 3 clusters Score -955749.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -955776.937500 Penalty: 2679.386963
	Iteration 39Q: 3 clusters Score -955776.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -955805.250000 Penalty: 2679.386963
	Iteration 40F: 3 clusters Score -955805.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -955831.062500 Penalty: 2679.386963
	Iteration 41Q: 3 clusters Score -955831.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -955854.687500 Penalty: 2679.386963
	Iteration 42Q: 3 clusters Score -955854.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -955871.750000 Penalty: 2679.386963
	Iteration 43Q: 3 clusters Score -955871.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -955889.562500 Penalty: 2679.386963
	Iteration 44Q: 3 clusters Score -955889.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -955900.000000 Penalty: 2679.386963
	Iteration 45Q: 3 clusters Score -955900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -955910.437500 Penalty: 2679.386963
	Iteration 46Q: 3 clusters Score -955910.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -955924.625000 Penalty: 2679.386963
	Iteration 47Q: 3 clusters Score -955924.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -955935.812500 Penalty: 2679.386963
	Iteration 48Q: 3 clusters Score -955935.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -955943.187500 Penalty: 2679.386963
	Iteration 49Q: 3 clusters Score -955943.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -955954.125000 Penalty: 2679.386963
	Iteration 50Q: 3 clusters Score -955954.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -955960.937500 Penalty: 2679.386963
	Iteration 51Q: 3 clusters Score -955960.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -955970.937500 Penalty: 2679.386963
	Iteration 52Q: 3 clusters Score -955970.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -955979.750000 Penalty: 2679.386963
	Iteration 53Q: 3 clusters Score -955979.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -955984.500000 Penalty: 2679.386963
	Iteration 54Q: 3 clusters Score -955984.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -955989.000000 Penalty: 2679.386963
	Iteration 55Q: 3 clusters Score -955989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -955996.375000 Penalty: 2679.386963
	Iteration 56Q: 3 clusters Score -955996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -956002.750000 Penalty: 2679.386963
	Iteration 57Q: 3 clusters Score -956002.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -956009.375000 Penalty: 2679.386963
	Iteration 58Q: 3 clusters Score -956009.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -956017.375000 Penalty: 2679.386963
	Iteration 59Q: 3 clusters Score -956017.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -956023.437500 Penalty: 2679.386963
	Iteration 60F: 3 clusters Score -956023.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -956031.812500 Penalty: 2679.386963
	Iteration 61Q: 3 clusters Score -956031.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -956036.000000 Penalty: 2679.386963
	Iteration 62Q: 3 clusters Score -956036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -956038.062500 Penalty: 2679.386963
	Iteration 63Q: 3 clusters Score -956038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -956039.062500 Penalty: 2679.386963
	Iteration 64Q: 3 clusters Score -956039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -956039.812500 Penalty: 2679.386963
	Iteration 65Q: 3 clusters Score -956039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -956042.062500 Penalty: 2679.386963
	Iteration 66Q: 3 clusters Score -956042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -956043.312500 Penalty: 2679.386963
	Iteration 67Q: 3 clusters Score -956043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -956044.312500 Penalty: 2679.386963
	Iteration 68Q: 3 clusters Score -956044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -956043.125000 Penalty: 2679.386963
	Iteration 69Q: 3 clusters Score -956043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -956044.687500 Penalty: 2679.386963
	Iteration 70Q: 3 clusters Score -956044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -956047.437500 Penalty: 2679.386963
	Iteration 71Q: 3 clusters Score -956047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -956047.937500 Penalty: 2679.386963
	Iteration 72Q: 3 clusters Score -956047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -956048.250000 Penalty: 2679.386963
	Iteration 73Q: 3 clusters Score -956048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -956050.187500 Penalty: 2679.386963
	Iteration 74Q: 3 clusters Score -956050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -956050.687500 Penalty: 2679.386963
	Iteration 75Q: 3 clusters Score -956050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -956052.250000 Penalty: 2679.386963
	Iteration 76Q: 3 clusters Score -956052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -956050.437500 Penalty: 2679.386963
	Iteration 77Q: 3 clusters Score -956050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -956052.250000 Penalty: 2679.386963
	Iteration 78Q: 3 clusters Score -956052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -956052.500000 Penalty: 2679.386963
	Iteration 79Q: 3 clusters Score -956052.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -956054.187500 Penalty: 2679.386963
	Iteration 80F: 3 clusters Score -956054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -956055.125000 Penalty: 2679.386963
	Iteration 81Q: 3 clusters Score -956055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -956055.812500 Penalty: 2679.386963
	Iteration 82Q: 3 clusters Score -956055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -956057.687500 Penalty: 2679.386963
	Iteration 83Q: 3 clusters Score -956057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -956057.375000 Penalty: 2679.386963
	Iteration 84Q: 3 clusters Score -956057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -956057.625000 Penalty: 2679.386963
	Iteration 85Q: 3 clusters Score -956057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -956059.750000 Penalty: 2679.386963
	Iteration 86Q: 3 clusters Score -956059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -956060.500000 Penalty: 2679.386963
	Iteration 87Q: 3 clusters Score -956060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -956063.375000 Penalty: 2679.386963
	Iteration 88Q: 3 clusters Score -956063.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -956062.500000 Penalty: 2679.386963
	Iteration 89Q: 3 clusters Score -956062.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -956065.312500 Penalty: 2679.386963
	Iteration 90Q: 3 clusters Score -956065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -956066.937500 Penalty: 2679.386963
	Iteration 91Q: 3 clusters Score -956066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -956068.062500 Penalty: 2679.386963
	Iteration 92Q: 3 clusters Score -956068.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -956074.875000 Penalty: 2679.386963
	Iteration 93Q: 3 clusters Score -956074.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -956075.937500 Penalty: 2679.386963
	Iteration 94Q: 3 clusters Score -956075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -956075.875000 Penalty: 2679.386963
	Iteration 95Q: 3 clusters Score -956075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -956076.562500 Penalty: 2679.386963
	Iteration 96Q: 3 clusters Score -956076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -956077.312500 Penalty: 2679.386963
	Iteration 97Q: 3 clusters Score -956077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -956076.250000 Penalty: 2679.386963
	Iteration 98Q: 3 clusters Score -956076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -956079.687500 Penalty: 2679.386963
	Iteration 99Q: 3 clusters Score -956079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -956080.875000 Penalty: 2679.386963
	Iteration 100F: 3 clusters Score -956080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -956080.250000 Penalty: 2679.386963
	Iteration 101Q: 3 clusters Score -956080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -956082.125000 Penalty: 2679.386963
	Iteration 102Q: 3 clusters Score -956082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -956081.375000 Penalty: 2679.386963
	Iteration 103Q: 3 clusters Score -956081.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -956081.687500 Penalty: 2679.386963
	Iteration 104Q: 3 clusters Score -956081.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -956086.062500 Penalty: 2679.386963
	Iteration 105Q: 3 clusters Score -956086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -956085.687500 Penalty: 2679.386963
	Iteration 106Q: 3 clusters Score -956085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -956087.000000 Penalty: 2679.386963
	Iteration 107Q: 3 clusters Score -956087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -956088.375000 Penalty: 2679.386963
	Iteration 108Q: 3 clusters Score -956088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -956087.312500 Penalty: 2679.386963
	Iteration 109Q: 3 clusters Score -956087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -956087.437500 Penalty: 2679.386963
	Iteration 110Q: 3 clusters Score -956087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -956088.687500 Penalty: 2679.386963
	Iteration 111Q: 3 clusters Score -956088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -956087.812500 Penalty: 2679.386963
	Iteration 112Q: 3 clusters Score -956087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -956088.437500 Penalty: 2679.386963
	Iteration 113Q: 3 clusters Score -956088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -956088.125000 Penalty: 2679.386963
	Iteration 114Q: 3 clusters Score -956088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -956089.187500 Penalty: 2679.386963
	Iteration 115Q: 3 clusters Score -956089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -956090.187500 Penalty: 2679.386963
	Iteration 116Q: 3 clusters Score -956090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -956091.500000 Penalty: 2679.386963
	Iteration 117Q: 3 clusters Score -956091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -956091.500000 Penalty: 2679.386963
	Iteration 118F: 3 clusters Score -956091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Entering Unmasked Estep 
Score: -1346900.625000 Penalty: 1398.961304
	Iteration 0F: 2 clusters Score -1346901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1338803.250000 Penalty: 2797.922607
	Iteration 0F: 3 clusters Score -1338803 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1341611.125000 Penalty: 2797.922607
	Iteration 1F: 3 clusters Score -1341611 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1341981.625000 Penalty: 2797.922607
	Iteration 2F: 3 clusters Score -1341982 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1342272.625000 Penalty: 2797.922607
	Iteration 3F: 3 clusters Score -1342273 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1342536.250000 Penalty: 2797.922607
	Iteration 4Q: 3 clusters Score -1342536 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1342807.875000 Penalty: 2797.922607
	Iteration 5Q: 3 clusters Score -1342808 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1343072.500000 Penalty: 2797.922607
	Iteration 6Q: 3 clusters Score -1343072 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1343349.875000 Penalty: 2797.922607
	Iteration 7Q: 3 clusters Score -1343350 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1343634.875000 Penalty: 2797.922607
	Iteration 8Q: 3 clusters Score -1343635 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1343942.250000 Penalty: 2797.922607
	Iteration 9Q: 3 clusters Score -1343942 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1344261.750000 Penalty: 2797.922607
	Iteration 10Q: 3 clusters Score -1344262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1344549.625000 Penalty: 2797.922607
	Iteration 11Q: 3 clusters Score -1344550 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1344820.750000 Penalty: 2797.922607
	Iteration 12Q: 3 clusters Score -1344821 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1345034.500000 Penalty: 2797.922607
	Iteration 13Q: 3 clusters Score -1345034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1345168.500000 Penalty: 2797.922607
	Iteration 14Q: 3 clusters Score -1345168 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1345242.750000 Penalty: 2797.922607
	Iteration 15Q: 3 clusters Score -1345243 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1345289.500000 Penalty: 2797.922607
	Iteration 16Q: 3 clusters Score -1345290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1345324.250000 Penalty: 2797.922607
	Iteration 17Q: 3 clusters Score -1345324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1345354.000000 Penalty: 2797.922607
	Iteration 18Q: 3 clusters Score -1345354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1345385.875000 Penalty: 2797.922607
	Iteration 19Q: 3 clusters Score -1345386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1345401.250000 Penalty: 2797.922607
	Iteration 20F: 3 clusters Score -1345401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1345416.125000 Penalty: 2797.922607
	Iteration 21Q: 3 clusters Score -1345416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1345421.875000 Penalty: 2797.922607
	Iteration 22Q: 3 clusters Score -1345422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1345428.250000 Penalty: 2797.922607
	Iteration 23Q: 3 clusters Score -1345428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1345436.375000 Penalty: 2797.922607
	Iteration 24Q: 3 clusters Score -1345436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1345443.375000 Penalty: 2797.922607
	Iteration 25Q: 3 clusters Score -1345443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1345449.875000 Penalty: 2797.922607
	Iteration 26Q: 3 clusters Score -1345450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1345457.750000 Penalty: 2797.922607
	Iteration 27Q: 3 clusters Score -1345458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1345458.375000 Penalty: 2797.922607
	Iteration 28Q: 3 clusters Score -1345458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1345463.625000 Penalty: 2797.922607
	Iteration 29Q: 3 clusters Score -1345464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1345465.125000 Penalty: 2797.922607
	Iteration 30Q: 3 clusters Score -1345465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1345471.000000 Penalty: 2797.922607
	Iteration 31Q: 3 clusters Score -1345471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1345477.500000 Penalty: 2797.922607
	Iteration 32Q: 3 clusters Score -1345478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1345486.875000 Penalty: 2797.922607
	Iteration 33Q: 3 clusters Score -1345487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1345492.750000 Penalty: 2797.922607
	Iteration 34Q: 3 clusters Score -1345493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1345505.250000 Penalty: 2797.922607
	Iteration 35Q: 3 clusters Score -1345505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1345512.750000 Penalty: 2797.922607
	Iteration 36Q: 3 clusters Score -1345513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1345522.875000 Penalty: 2797.922607
	Iteration 37Q: 3 clusters Score -1345523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1345527.125000 Penalty: 2797.922607
	Iteration 38Q: 3 clusters Score -1345527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1345533.375000 Penalty: 2797.922607
	Iteration 39Q: 3 clusters Score -1345533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1345537.625000 Penalty: 2797.922607
	Iteration 40F: 3 clusters Score -1345538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1345544.125000 Penalty: 2797.922607
	Iteration 41Q: 3 clusters Score -1345544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1345545.375000 Penalty: 2797.922607
	Iteration 42Q: 3 clusters Score -1345545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1345547.625000 Penalty: 2797.922607
	Iteration 43Q: 3 clusters Score -1345548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1345551.500000 Penalty: 2797.922607
	Iteration 44Q: 3 clusters Score -1345552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1345551.625000 Penalty: 2797.922607
	Iteration 45Q: 3 clusters Score -1345552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1345551.625000 Penalty: 2797.922607
	Iteration 46Q: 3 clusters Score -1345552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1345550.250000 Penalty: 2797.922607
	Iteration 47Q: 3 clusters Score -1345550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1345549.000000 Penalty: 2797.922607
	Iteration 48Q: 3 clusters Score -1345549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1345549.000000 Penalty: 2797.922607
	Iteration 49F: 3 clusters Score -1345549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -278918.218750 Penalty: 1165.757690
	Iteration 0F: 2 clusters Score -278918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -276689.218750 Penalty: 2331.515381
	Iteration 0F: 3 clusters Score -276689.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -277305.437500 Penalty: 2331.515381
	Iteration 1F: 3 clusters Score -277305.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -277474.937500 Penalty: 2331.515381
	Iteration 2F: 3 clusters Score -277474.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -277552.250000 Penalty: 2331.515381
	Iteration 3Q: 3 clusters Score -277552.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -277601.187500 Penalty: 2331.515381
	Iteration 4Q: 3 clusters Score -277601.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -277639.281250 Penalty: 2331.515381
	Iteration 5Q: 3 clusters Score -277639.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -277669.312500 Penalty: 2331.515381
	Iteration 6Q: 3 clusters Score -277669.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -277687.156250 Penalty: 2331.515381
	Iteration 7Q: 3 clusters Score -277687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -277700.187500 Penalty: 2331.515381
	Iteration 8Q: 3 clusters Score -277700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -277713.406250 Penalty: 2331.515381
	Iteration 9Q: 3 clusters Score -277713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -277723.000000 Penalty: 2331.515381
	Iteration 10Q: 3 clusters Score -277723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -277731.375000 Penalty: 2331.515381
	Iteration 11Q: 3 clusters Score -277731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277735.125000 Penalty: 2331.515381
	Iteration 12Q: 3 clusters Score -277735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -277736.593750 Penalty: 2331.515381
	Iteration 13Q: 3 clusters Score -277736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277740.531250 Penalty: 2331.515381
	Iteration 14Q: 3 clusters Score -277740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277744.093750 Penalty: 2331.515381
	Iteration 15Q: 3 clusters Score -277744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277744.656250 Penalty: 2331.515381
	Iteration 16Q: 3 clusters Score -277744.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277744.656250 Penalty: 2331.515381
	Iteration 17F: 3 clusters Score -277744.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -304093.718750 Penalty: 1180.282104
	Iteration 0F: 2 clusters Score -304093.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -301782.781250 Penalty: 2360.564209
	Iteration 0F: 3 clusters Score -301782.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -302391.437500 Penalty: 2360.564209
	Iteration 1F: 3 clusters Score -302391.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -302529.343750 Penalty: 2360.564209
	Iteration 2F: 3 clusters Score -302529.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -302594.000000 Penalty: 2360.564209
	Iteration 3Q: 3 clusters Score -302594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302626.125000 Penalty: 2360.564209
	Iteration 4Q: 3 clusters Score -302626.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -302647.781250 Penalty: 2360.564209
	Iteration 5Q: 3 clusters Score -302647.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -302663.625000 Penalty: 2360.564209
	Iteration 6Q: 3 clusters Score -302663.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -302677.906250 Penalty: 2360.564209
	Iteration 7Q: 3 clusters Score -302677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302691.593750 Penalty: 2360.564209
	Iteration 8Q: 3 clusters Score -302691.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -302706.281250 Penalty: 2360.564209
	Iteration 9Q: 3 clusters Score -302706.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -302716.718750 Penalty: 2360.564209
	Iteration 10Q: 3 clusters Score -302716.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -302722.593750 Penalty: 2360.564209
	Iteration 11Q: 3 clusters Score -302722.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -302724.531250 Penalty: 2360.564209
	Iteration 12Q: 3 clusters Score -302724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302727.625000 Penalty: 2360.564209
	Iteration 13Q: 3 clusters Score -302727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302731.500000 Penalty: 2360.564209
	Iteration 14Q: 3 clusters Score -302731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302739.062500 Penalty: 2360.564209
	Iteration 15Q: 3 clusters Score -302739.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -302744.093750 Penalty: 2360.564209
	Iteration 16Q: 3 clusters Score -302744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302748.406250 Penalty: 2360.564209
	Iteration 17Q: 3 clusters Score -302748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -302751.531250 Penalty: 2360.564209
	Iteration 18Q: 3 clusters Score -302751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -302753.843750 Penalty: 2360.564209
	Iteration 19Q: 3 clusters Score -302753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -302755.437500 Penalty: 2360.564209
	Iteration 20F: 3 clusters Score -302755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -302758.750000 Penalty: 2360.564209
	Iteration 21Q: 3 clusters Score -302758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -302759.718750 Penalty: 2360.564209
	Iteration 22Q: 3 clusters Score -302759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -302760.687500 Penalty: 2360.564209
	Iteration 23Q: 3 clusters Score -302760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -302762.875000 Penalty: 2360.564209
	Iteration 24Q: 3 clusters Score -302762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -302764.312500 Penalty: 2360.564209
	Iteration 25Q: 3 clusters Score -302764.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -302766.812500 Penalty: 2360.564209
	Iteration 26Q: 3 clusters Score -302766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -302768.468750 Penalty: 2360.564209
	Iteration 27Q: 3 clusters Score -302768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -302769.406250 Penalty: 2360.564209
	Iteration 28Q: 3 clusters Score -302769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -302770.843750 Penalty: 2360.564209
	Iteration 29Q: 3 clusters Score -302770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -302771.250000 Penalty: 2360.564209
	Iteration 30Q: 3 clusters Score -302771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -302772.218750 Penalty: 2360.564209
	Iteration 31Q: 3 clusters Score -302772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -302774.000000 Penalty: 2360.564209
	Iteration 32Q: 3 clusters Score -302774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -302777.250000 Penalty: 2360.564209
	Iteration 33Q: 3 clusters Score -302777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -302778.468750 Penalty: 2360.564209
	Iteration 34Q: 3 clusters Score -302778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -302779.531250 Penalty: 2360.564209
	Iteration 35Q: 3 clusters Score -302779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -302779.906250 Penalty: 2360.564209
	Iteration 36Q: 3 clusters Score -302779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -302781.125000 Penalty: 2360.564209
	Iteration 37Q: 3 clusters Score -302781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -302782.531250 Penalty: 2360.564209
	Iteration 38Q: 3 clusters Score -302782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -302784.500000 Penalty: 2360.564209
	Iteration 39Q: 3 clusters Score -302784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -302786.062500 Penalty: 2360.564209
	Iteration 40F: 3 clusters Score -302786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -302788.343750 Penalty: 2360.564209
	Iteration 41Q: 3 clusters Score -302788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -302789.281250 Penalty: 2360.564209
	Iteration 42Q: 3 clusters Score -302789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -302791.500000 Penalty: 2360.564209
	Iteration 43Q: 3 clusters Score -302791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -302793.593750 Penalty: 2360.564209
	Iteration 44Q: 3 clusters Score -302793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -302795.781250 Penalty: 2360.564209
	Iteration 45Q: 3 clusters Score -302795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -302798.125000 Penalty: 2360.564209
	Iteration 46Q: 3 clusters Score -302798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -302799.937500 Penalty: 2360.564209
	Iteration 47Q: 3 clusters Score -302799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -302801.593750 Penalty: 2360.564209
	Iteration 48Q: 3 clusters Score -302801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -302802.656250 Penalty: 2360.564209
	Iteration 49Q: 3 clusters Score -302802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -302803.500000 Penalty: 2360.564209
	Iteration 50Q: 3 clusters Score -302803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -302803.500000 Penalty: 2360.564209
	Iteration 51F: 3 clusters Score -302803.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -306870.750000 Penalty: 1199.877563
	Iteration 0F: 2 clusters Score -306870.8 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 1642 members 
Entering Unmasked Estep 
Score: -304361.093750 Penalty: 2399.755127
	Iteration 0F: 3 clusters Score -304361.1 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -305177.781250 Penalty: 2399.755127
	Iteration 1F: 3 clusters Score -305177.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -305389.968750 Penalty: 2399.755127
	Iteration 2F: 3 clusters Score -305390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -305511.343750 Penalty: 2399.755127
	Iteration 3Q: 3 clusters Score -305511.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -305622.468750 Penalty: 2399.755127
	Iteration 4Q: 3 clusters Score -305622.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -305714.000000 Penalty: 2399.755127
	Iteration 5Q: 3 clusters Score -305714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -305786.343750 Penalty: 2399.755127
	Iteration 6Q: 3 clusters Score -305786.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -305867.875000 Penalty: 2399.755127
	Iteration 7Q: 3 clusters Score -305867.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -305942.937500 Penalty: 2399.755127
	Iteration 8Q: 3 clusters Score -305942.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -306044.593750 Penalty: 2399.755127
	Iteration 9Q: 3 clusters Score -306044.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -306168.875000 Penalty: 2399.755127
	Iteration 10Q: 3 clusters Score -306168.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -306279.156250 Penalty: 2399.755127
	Iteration 11Q: 3 clusters Score -306279.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -306387.218750 Penalty: 2399.755127
	Iteration 12Q: 3 clusters Score -306387.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -306476.375000 Penalty: 2399.755127
	Iteration 13Q: 3 clusters Score -306476.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -306543.968750 Penalty: 2399.755127
	Iteration 14Q: 3 clusters Score -306544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -306594.000000 Penalty: 2399.755127
	Iteration 15Q: 3 clusters Score -306594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -306629.125000 Penalty: 2399.755127
	Iteration 16Q: 3 clusters Score -306629.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -306649.406250 Penalty: 2399.755127
	Iteration 17Q: 3 clusters Score -306649.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -306667.093750 Penalty: 2399.755127
	Iteration 18Q: 3 clusters Score -306667.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -306682.625000 Penalty: 2399.755127
	Iteration 19Q: 3 clusters Score -306682.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -306694.500000 Penalty: 2399.755127
	Iteration 20F: 3 clusters Score -306694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -306699.375000 Penalty: 2399.755127
	Iteration 21Q: 3 clusters Score -306699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -306701.406250 Penalty: 2399.755127
	Iteration 22Q: 3 clusters Score -306701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -306701.406250 Penalty: 2399.755127
	Iteration 23F: 3 clusters Score -306701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -52372.722656 Penalty: 958.650024
	Iteration 0F: 2 clusters Score -52372.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51434.179688 Penalty: 1917.300049
	Iteration 0F: 3 clusters Score -51434.18 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51863.675781 Penalty: 1917.300049
	Iteration 1F: 3 clusters Score -51863.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52240.648438 Penalty: 1917.300049
	Iteration 2F: 3 clusters Score -52240.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52436.550781 Penalty: 1917.300049
	Iteration 3F: 3 clusters Score -52436.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52542.554688 Penalty: 1917.300049
	Iteration 4Q: 3 clusters Score -52542.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52591.101562 Penalty: 1917.300049
	Iteration 5Q: 3 clusters Score -52591.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52613.968750 Penalty: 1917.300049
	Iteration 6Q: 3 clusters Score -52613.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52626.132812 Penalty: 1917.300049
	Iteration 7Q: 3 clusters Score -52626.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52626.132812 Penalty: 1917.300049
	Iteration 8F: 3 clusters Score -52626.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 231 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 55112 members 
Mstep: Class 61 contains 35971 members 
Mstep: Class 62 contains 316 members 
Mstep: Class 63 contains 270 members 
Mstep: Class 64 contains 397 members 
Entering Unmasked Estep 
Score: -111092304.000000 Penalty: 131603.906250
Splitting cluster 48 changes total score from -111062808.000000 to -111092304.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 49 (15339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Entering Unmasked Estep 
Score: -1807369.875000 Penalty: 1434.157349
	Iteration 0F: 2 clusters Score -1807370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1797278.000000 Penalty: 2868.314697
	Iteration 0F: 3 clusters Score -1797278 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1800866.875000 Penalty: 2868.314697
	Iteration 1F: 3 clusters Score -1800867 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1801230.875000 Penalty: 2868.314697
	Iteration 2F: 3 clusters Score -1801231 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1801533.000000 Penalty: 2868.314697
	Iteration 3F: 3 clusters Score -1801533 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1801756.875000 Penalty: 2868.314697
	Iteration 4Q: 3 clusters Score -1801757 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1801991.375000 Penalty: 2868.314697
	Iteration 5Q: 3 clusters Score -1801991 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1802265.625000 Penalty: 2868.314697
	Iteration 6Q: 3 clusters Score -1802266 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1802540.125000 Penalty: 2868.314697
	Iteration 7Q: 3 clusters Score -1802540 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1802849.125000 Penalty: 2868.314697
	Iteration 8Q: 3 clusters Score -1802849 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1803202.125000 Penalty: 2868.314697
	Iteration 9Q: 3 clusters Score -1803202 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1803563.500000 Penalty: 2868.314697
	Iteration 10Q: 3 clusters Score -1803564 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1803943.500000 Penalty: 2868.314697
	Iteration 11Q: 3 clusters Score -1803944 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1804293.375000 Penalty: 2868.314697
	Iteration 12Q: 3 clusters Score -1804293 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1804643.250000 Penalty: 2868.314697
	Iteration 13Q: 3 clusters Score -1804643 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1804964.250000 Penalty: 2868.314697
	Iteration 14Q: 3 clusters Score -1804964 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1805217.250000 Penalty: 2868.314697
	Iteration 15Q: 3 clusters Score -1805217 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1805412.000000 Penalty: 2868.314697
	Iteration 16Q: 3 clusters Score -1805412 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1805537.875000 Penalty: 2868.314697
	Iteration 17Q: 3 clusters Score -1805538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1805647.375000 Penalty: 2868.314697
	Iteration 18Q: 3 clusters Score -1805647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1805741.625000 Penalty: 2868.314697
	Iteration 19Q: 3 clusters Score -1805742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1805827.000000 Penalty: 2868.314697
	Iteration 20F: 3 clusters Score -1805827 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1805895.875000 Penalty: 2868.314697
	Iteration 21Q: 3 clusters Score -1805896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1805940.750000 Penalty: 2868.314697
	Iteration 22Q: 3 clusters Score -1805941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1805984.000000 Penalty: 2868.314697
	Iteration 23Q: 3 clusters Score -1805984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1806018.000000 Penalty: 2868.314697
	Iteration 24Q: 3 clusters Score -1806018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1806042.250000 Penalty: 2868.314697
	Iteration 25Q: 3 clusters Score -1806042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1806077.500000 Penalty: 2868.314697
	Iteration 26Q: 3 clusters Score -1806078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1806101.750000 Penalty: 2868.314697
	Iteration 27Q: 3 clusters Score -1806102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1806126.750000 Penalty: 2868.314697
	Iteration 28Q: 3 clusters Score -1806127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1806143.250000 Penalty: 2868.314697
	Iteration 29Q: 3 clusters Score -1806143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1806155.750000 Penalty: 2868.314697
	Iteration 30Q: 3 clusters Score -1806156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1806176.250000 Penalty: 2868.314697
	Iteration 31Q: 3 clusters Score -1806176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1806192.500000 Penalty: 2868.314697
	Iteration 32Q: 3 clusters Score -1806192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1806202.875000 Penalty: 2868.314697
	Iteration 33Q: 3 clusters Score -1806203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1806204.750000 Penalty: 2868.314697
	Iteration 34Q: 3 clusters Score -1806205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1806206.750000 Penalty: 2868.314697
	Iteration 35Q: 3 clusters Score -1806207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1806206.375000 Penalty: 2868.314697
	Iteration 36Q: 3 clusters Score -1806206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1806210.625000 Penalty: 2868.314697
	Iteration 37Q: 3 clusters Score -1806211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1806215.375000 Penalty: 2868.314697
	Iteration 38Q: 3 clusters Score -1806215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1806214.000000 Penalty: 2868.314697
	Iteration 39Q: 3 clusters Score -1806214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1806220.375000 Penalty: 2868.314697
	Iteration 40F: 3 clusters Score -1806220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1806222.375000 Penalty: 2868.314697
	Iteration 41Q: 3 clusters Score -1806222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1806222.375000 Penalty: 2868.314697
	Iteration 42F: 3 clusters Score -1806222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -661996.687500 Penalty: 1294.338867
	Iteration 0F: 2 clusters Score -661996.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -657671.750000 Penalty: 2588.677734
	Iteration 0F: 3 clusters Score -657671.8 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -659003.437500 Penalty: 2588.677734
	Iteration 1F: 3 clusters Score -659003.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -659265.687500 Penalty: 2588.677734
	Iteration 2F: 3 clusters Score -659265.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -659444.687500 Penalty: 2588.677734
	Iteration 3F: 3 clusters Score -659444.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -659565.937500 Penalty: 2588.677734
	Iteration 4Q: 3 clusters Score -659565.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -659670.187500 Penalty: 2588.677734
	Iteration 5Q: 3 clusters Score -659670.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -659757.937500 Penalty: 2588.677734
	Iteration 6Q: 3 clusters Score -659757.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -659824.312500 Penalty: 2588.677734
	Iteration 7Q: 3 clusters Score -659824.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -659887.625000 Penalty: 2588.677734
	Iteration 8Q: 3 clusters Score -659887.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -659940.125000 Penalty: 2588.677734
	Iteration 9Q: 3 clusters Score -659940.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -659983.687500 Penalty: 2588.677734
	Iteration 10Q: 3 clusters Score -659983.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -660026.187500 Penalty: 2588.677734
	Iteration 11Q: 3 clusters Score -660026.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -660066.687500 Penalty: 2588.677734
	Iteration 12Q: 3 clusters Score -660066.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -660117.687500 Penalty: 2588.677734
	Iteration 13Q: 3 clusters Score -660117.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -660162.250000 Penalty: 2588.677734
	Iteration 14Q: 3 clusters Score -660162.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -660206.687500 Penalty: 2588.677734
	Iteration 15Q: 3 clusters Score -660206.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -660261.187500 Penalty: 2588.677734
	Iteration 16Q: 3 clusters Score -660261.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -660318.750000 Penalty: 2588.677734
	Iteration 17Q: 3 clusters Score -660318.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -660359.812500 Penalty: 2588.677734
	Iteration 18Q: 3 clusters Score -660359.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -660401.312500 Penalty: 2588.677734
	Iteration 19Q: 3 clusters Score -660401.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -660437.812500 Penalty: 2588.677734
	Iteration 20F: 3 clusters Score -660437.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -660487.937500 Penalty: 2588.677734
	Iteration 21Q: 3 clusters Score -660487.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -660536.375000 Penalty: 2588.677734
	Iteration 22Q: 3 clusters Score -660536.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -660576.437500 Penalty: 2588.677734
	Iteration 23Q: 3 clusters Score -660576.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -660619.250000 Penalty: 2588.677734
	Iteration 24Q: 3 clusters Score -660619.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -660651.187500 Penalty: 2588.677734
	Iteration 25Q: 3 clusters Score -660651.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -660681.125000 Penalty: 2588.677734
	Iteration 26Q: 3 clusters Score -660681.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -660702.375000 Penalty: 2588.677734
	Iteration 27Q: 3 clusters Score -660702.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -660724.062500 Penalty: 2588.677734
	Iteration 28Q: 3 clusters Score -660724.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -660742.812500 Penalty: 2588.677734
	Iteration 29Q: 3 clusters Score -660742.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -660760.750000 Penalty: 2588.677734
	Iteration 30Q: 3 clusters Score -660760.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -660781.000000 Penalty: 2588.677734
	Iteration 31Q: 3 clusters Score -660781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -660794.437500 Penalty: 2588.677734
	Iteration 32Q: 3 clusters Score -660794.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -660803.812500 Penalty: 2588.677734
	Iteration 33Q: 3 clusters Score -660803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -660813.625000 Penalty: 2588.677734
	Iteration 34Q: 3 clusters Score -660813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -660822.687500 Penalty: 2588.677734
	Iteration 35Q: 3 clusters Score -660822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -660831.500000 Penalty: 2588.677734
	Iteration 36Q: 3 clusters Score -660831.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -660831.312500 Penalty: 2588.677734
	Iteration 37Q: 3 clusters Score -660831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -660838.750000 Penalty: 2588.677734
	Iteration 38Q: 3 clusters Score -660838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -660841.062500 Penalty: 2588.677734
	Iteration 39Q: 3 clusters Score -660841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -660845.375000 Penalty: 2588.677734
	Iteration 40F: 3 clusters Score -660845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -660849.750000 Penalty: 2588.677734
	Iteration 41Q: 3 clusters Score -660849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -660853.875000 Penalty: 2588.677734
	Iteration 42Q: 3 clusters Score -660853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -660856.312500 Penalty: 2588.677734
	Iteration 43Q: 3 clusters Score -660856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -660859.375000 Penalty: 2588.677734
	Iteration 44Q: 3 clusters Score -660859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -660862.187500 Penalty: 2588.677734
	Iteration 45Q: 3 clusters Score -660862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -660864.250000 Penalty: 2588.677734
	Iteration 46Q: 3 clusters Score -660864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -660866.812500 Penalty: 2588.677734
	Iteration 47Q: 3 clusters Score -660866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -660867.625000 Penalty: 2588.677734
	Iteration 48Q: 3 clusters Score -660867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -660871.687500 Penalty: 2588.677734
	Iteration 49Q: 3 clusters Score -660871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -660872.625000 Penalty: 2588.677734
	Iteration 50Q: 3 clusters Score -660872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -660878.562500 Penalty: 2588.677734
	Iteration 51Q: 3 clusters Score -660878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -660887.687500 Penalty: 2588.677734
	Iteration 52Q: 3 clusters Score -660887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -660890.750000 Penalty: 2588.677734
	Iteration 53Q: 3 clusters Score -660890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -660896.937500 Penalty: 2588.677734
	Iteration 54Q: 3 clusters Score -660896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -660900.625000 Penalty: 2588.677734
	Iteration 55Q: 3 clusters Score -660900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -660899.625000 Penalty: 2588.677734
	Iteration 56Q: 3 clusters Score -660899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -660903.187500 Penalty: 2588.677734
	Iteration 57Q: 3 clusters Score -660903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -660903.375000 Penalty: 2588.677734
	Iteration 58Q: 3 clusters Score -660903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -660905.687500 Penalty: 2588.677734
	Iteration 59Q: 3 clusters Score -660905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -660909.562500 Penalty: 2588.677734
	Iteration 60F: 3 clusters Score -660909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -660913.437500 Penalty: 2588.677734
	Iteration 61Q: 3 clusters Score -660913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -660914.125000 Penalty: 2588.677734
	Iteration 62Q: 3 clusters Score -660914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -660913.750000 Penalty: 2588.677734
	Iteration 63Q: 3 clusters Score -660913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -660916.687500 Penalty: 2588.677734
	Iteration 64Q: 3 clusters Score -660916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -660916.875000 Penalty: 2588.677734
	Iteration 65Q: 3 clusters Score -660916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -660917.375000 Penalty: 2588.677734
	Iteration 66Q: 3 clusters Score -660917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -660917.125000 Penalty: 2588.677734
	Iteration 67Q: 3 clusters Score -660917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -660917.875000 Penalty: 2588.677734
	Iteration 68Q: 3 clusters Score -660917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -660917.875000 Penalty: 2588.677734
	Iteration 69F: 3 clusters Score -660917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -668864.875000 Penalty: 1292.163330
	Iteration 0F: 2 clusters Score -668864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -664606.062500 Penalty: 2584.326660
	Iteration 0F: 3 clusters Score -664606.1 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -665867.687500 Penalty: 2584.326660
	Iteration 1F: 3 clusters Score -665867.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -666100.187500 Penalty: 2584.326660
	Iteration 2F: 3 clusters Score -666100.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -666265.937500 Penalty: 2584.326660
	Iteration 3F: 3 clusters Score -666265.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -666392.312500 Penalty: 2584.326660
	Iteration 4Q: 3 clusters Score -666392.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -666518.062500 Penalty: 2584.326660
	Iteration 5Q: 3 clusters Score -666518.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -666617.062500 Penalty: 2584.326660
	Iteration 6Q: 3 clusters Score -666617.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -666693.562500 Penalty: 2584.326660
	Iteration 7Q: 3 clusters Score -666693.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -666765.250000 Penalty: 2584.326660
	Iteration 8Q: 3 clusters Score -666765.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -666829.562500 Penalty: 2584.326660
	Iteration 9Q: 3 clusters Score -666829.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -666889.125000 Penalty: 2584.326660
	Iteration 10Q: 3 clusters Score -666889.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -666935.187500 Penalty: 2584.326660
	Iteration 11Q: 3 clusters Score -666935.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -666976.500000 Penalty: 2584.326660
	Iteration 12Q: 3 clusters Score -666976.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -667021.500000 Penalty: 2584.326660
	Iteration 13Q: 3 clusters Score -667021.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -667069.312500 Penalty: 2584.326660
	Iteration 14Q: 3 clusters Score -667069.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -667122.187500 Penalty: 2584.326660
	Iteration 15Q: 3 clusters Score -667122.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -667167.500000 Penalty: 2584.326660
	Iteration 16Q: 3 clusters Score -667167.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -667213.000000 Penalty: 2584.326660
	Iteration 17Q: 3 clusters Score -667213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -667261.125000 Penalty: 2584.326660
	Iteration 18Q: 3 clusters Score -667261.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -667303.875000 Penalty: 2584.326660
	Iteration 19Q: 3 clusters Score -667303.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -667338.875000 Penalty: 2584.326660
	Iteration 20F: 3 clusters Score -667338.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -667375.187500 Penalty: 2584.326660
	Iteration 21Q: 3 clusters Score -667375.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -667406.562500 Penalty: 2584.326660
	Iteration 22Q: 3 clusters Score -667406.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -667440.812500 Penalty: 2584.326660
	Iteration 23Q: 3 clusters Score -667440.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -667475.000000 Penalty: 2584.326660
	Iteration 24Q: 3 clusters Score -667475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -667507.500000 Penalty: 2584.326660
	Iteration 25Q: 3 clusters Score -667507.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -667536.625000 Penalty: 2584.326660
	Iteration 26Q: 3 clusters Score -667536.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -667559.437500 Penalty: 2584.326660
	Iteration 27Q: 3 clusters Score -667559.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -667575.687500 Penalty: 2584.326660
	Iteration 28Q: 3 clusters Score -667575.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -667602.437500 Penalty: 2584.326660
	Iteration 29Q: 3 clusters Score -667602.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -667633.375000 Penalty: 2584.326660
	Iteration 30Q: 3 clusters Score -667633.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -667661.250000 Penalty: 2584.326660
	Iteration 31Q: 3 clusters Score -667661.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -667679.375000 Penalty: 2584.326660
	Iteration 32Q: 3 clusters Score -667679.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -667695.187500 Penalty: 2584.326660
	Iteration 33Q: 3 clusters Score -667695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -667711.875000 Penalty: 2584.326660
	Iteration 34Q: 3 clusters Score -667711.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -667728.187500 Penalty: 2584.326660
	Iteration 35Q: 3 clusters Score -667728.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -667740.625000 Penalty: 2584.326660
	Iteration 36Q: 3 clusters Score -667740.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -667751.375000 Penalty: 2584.326660
	Iteration 37Q: 3 clusters Score -667751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -667755.625000 Penalty: 2584.326660
	Iteration 38Q: 3 clusters Score -667755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -667761.437500 Penalty: 2584.326660
	Iteration 39Q: 3 clusters Score -667761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -667767.125000 Penalty: 2584.326660
	Iteration 40F: 3 clusters Score -667767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -667773.062500 Penalty: 2584.326660
	Iteration 41Q: 3 clusters Score -667773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -667782.437500 Penalty: 2584.326660
	Iteration 42Q: 3 clusters Score -667782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -667788.437500 Penalty: 2584.326660
	Iteration 43Q: 3 clusters Score -667788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -667795.875000 Penalty: 2584.326660
	Iteration 44Q: 3 clusters Score -667795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -667800.312500 Penalty: 2584.326660
	Iteration 45Q: 3 clusters Score -667800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -667802.750000 Penalty: 2584.326660
	Iteration 46Q: 3 clusters Score -667802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -667808.062500 Penalty: 2584.326660
	Iteration 47Q: 3 clusters Score -667808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -667814.812500 Penalty: 2584.326660
	Iteration 48Q: 3 clusters Score -667814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -667815.437500 Penalty: 2584.326660
	Iteration 49Q: 3 clusters Score -667815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -667816.812500 Penalty: 2584.326660
	Iteration 50Q: 3 clusters Score -667816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -667816.062500 Penalty: 2584.326660
	Iteration 51Q: 3 clusters Score -667816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -667817.250000 Penalty: 2584.326660
	Iteration 52Q: 3 clusters Score -667817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -667819.062500 Penalty: 2584.326660
	Iteration 53Q: 3 clusters Score -667819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -667819.500000 Penalty: 2584.326660
	Iteration 54Q: 3 clusters Score -667819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -667820.437500 Penalty: 2584.326660
	Iteration 55Q: 3 clusters Score -667820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -667820.875000 Penalty: 2584.326660
	Iteration 56Q: 3 clusters Score -667820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -667820.875000 Penalty: 2584.326660
	Iteration 57F: 3 clusters Score -667820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -852050.625000 Penalty: 1322.338867
	Iteration 0F: 2 clusters Score -852050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -846934.812500 Penalty: 2644.677734
	Iteration 0F: 3 clusters Score -846934.8 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -848540.687500 Penalty: 2644.677734
	Iteration 1F: 3 clusters Score -848540.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -848809.062500 Penalty: 2644.677734
	Iteration 2F: 3 clusters Score -848809.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -848982.750000 Penalty: 2644.677734
	Iteration 3Q: 3 clusters Score -848982.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -849154.250000 Penalty: 2644.677734
	Iteration 4Q: 3 clusters Score -849154.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -849327.750000 Penalty: 2644.677734
	Iteration 5Q: 3 clusters Score -849327.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -849482.437500 Penalty: 2644.677734
	Iteration 6Q: 3 clusters Score -849482.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -849577.750000 Penalty: 2644.677734
	Iteration 7Q: 3 clusters Score -849577.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -849643.062500 Penalty: 2644.677734
	Iteration 8Q: 3 clusters Score -849643.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -849688.875000 Penalty: 2644.677734
	Iteration 9Q: 3 clusters Score -849688.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -849722.375000 Penalty: 2644.677734
	Iteration 10Q: 3 clusters Score -849722.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -849749.187500 Penalty: 2644.677734
	Iteration 11Q: 3 clusters Score -849749.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -849773.187500 Penalty: 2644.677734
	Iteration 12Q: 3 clusters Score -849773.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -849795.375000 Penalty: 2644.677734
	Iteration 13Q: 3 clusters Score -849795.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -849811.812500 Penalty: 2644.677734
	Iteration 14Q: 3 clusters Score -849811.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -849823.000000 Penalty: 2644.677734
	Iteration 15Q: 3 clusters Score -849823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -849834.562500 Penalty: 2644.677734
	Iteration 16Q: 3 clusters Score -849834.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -849839.500000 Penalty: 2644.677734
	Iteration 17Q: 3 clusters Score -849839.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -849849.875000 Penalty: 2644.677734
	Iteration 18Q: 3 clusters Score -849849.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -849855.187500 Penalty: 2644.677734
	Iteration 19Q: 3 clusters Score -849855.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -849864.125000 Penalty: 2644.677734
	Iteration 20F: 3 clusters Score -849864.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -849873.500000 Penalty: 2644.677734
	Iteration 21Q: 3 clusters Score -849873.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -849882.625000 Penalty: 2644.677734
	Iteration 22Q: 3 clusters Score -849882.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -849892.750000 Penalty: 2644.677734
	Iteration 23Q: 3 clusters Score -849892.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -849901.000000 Penalty: 2644.677734
	Iteration 24Q: 3 clusters Score -849901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -849908.187500 Penalty: 2644.677734
	Iteration 25Q: 3 clusters Score -849908.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -849913.812500 Penalty: 2644.677734
	Iteration 26Q: 3 clusters Score -849913.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -849920.437500 Penalty: 2644.677734
	Iteration 27Q: 3 clusters Score -849920.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -849923.562500 Penalty: 2644.677734
	Iteration 28Q: 3 clusters Score -849923.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -849927.250000 Penalty: 2644.677734
	Iteration 29Q: 3 clusters Score -849927.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -849931.125000 Penalty: 2644.677734
	Iteration 30Q: 3 clusters Score -849931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -849931.750000 Penalty: 2644.677734
	Iteration 31Q: 3 clusters Score -849931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -849932.375000 Penalty: 2644.677734
	Iteration 32Q: 3 clusters Score -849932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -849933.937500 Penalty: 2644.677734
	Iteration 33Q: 3 clusters Score -849933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -849935.875000 Penalty: 2644.677734
	Iteration 34Q: 3 clusters Score -849935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -849934.375000 Penalty: 2644.677734
	Iteration 35Q: 3 clusters Score -849934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -849937.250000 Penalty: 2644.677734
	Iteration 36Q: 3 clusters Score -849937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -849937.812500 Penalty: 2644.677734
	Iteration 37Q: 3 clusters Score -849937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -849938.437500 Penalty: 2644.677734
	Iteration 38Q: 3 clusters Score -849938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -849938.312500 Penalty: 2644.677734
	Iteration 39Q: 3 clusters Score -849938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -849940.125000 Penalty: 2644.677734
	Iteration 40F: 3 clusters Score -849940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -849941.937500 Penalty: 2644.677734
	Iteration 41Q: 3 clusters Score -849941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -849940.687500 Penalty: 2644.677734
	Iteration 42Q: 3 clusters Score -849940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -849942.062500 Penalty: 2644.677734
	Iteration 43Q: 3 clusters Score -849942.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -849945.250000 Penalty: 2644.677734
	Iteration 44Q: 3 clusters Score -849945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -849947.187500 Penalty: 2644.677734
	Iteration 45Q: 3 clusters Score -849947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -849944.437500 Penalty: 2644.677734
	Iteration 46Q: 3 clusters Score -849944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -849946.500000 Penalty: 2644.677734
	Iteration 47Q: 3 clusters Score -849946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -849950.625000 Penalty: 2644.677734
	Iteration 48Q: 3 clusters Score -849950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -849952.812500 Penalty: 2644.677734
	Iteration 49Q: 3 clusters Score -849952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -849954.812500 Penalty: 2644.677734
	Iteration 50Q: 3 clusters Score -849954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -849954.125000 Penalty: 2644.677734
	Iteration 51Q: 3 clusters Score -849954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -849954.750000 Penalty: 2644.677734
	Iteration 52Q: 3 clusters Score -849954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -849956.250000 Penalty: 2644.677734
	Iteration 53Q: 3 clusters Score -849956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -849956.437500 Penalty: 2644.677734
	Iteration 54Q: 3 clusters Score -849956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -849960.000000 Penalty: 2644.677734
	Iteration 55Q: 3 clusters Score -849960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -849962.500000 Penalty: 2644.677734
	Iteration 56Q: 3 clusters Score -849962.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -849962.437500 Penalty: 2644.677734
	Iteration 57Q: 3 clusters Score -849962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -849964.625000 Penalty: 2644.677734
	Iteration 58Q: 3 clusters Score -849964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -849969.625000 Penalty: 2644.677734
	Iteration 59Q: 3 clusters Score -849969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -849972.500000 Penalty: 2644.677734
	Iteration 60F: 3 clusters Score -849972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -849971.687500 Penalty: 2644.677734
	Iteration 61Q: 3 clusters Score -849971.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -849974.250000 Penalty: 2644.677734
	Iteration 62Q: 3 clusters Score -849974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -849976.062500 Penalty: 2644.677734
	Iteration 63Q: 3 clusters Score -849976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -849975.937500 Penalty: 2644.677734
	Iteration 64Q: 3 clusters Score -849975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -849976.937500 Penalty: 2644.677734
	Iteration 65Q: 3 clusters Score -849976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -849976.937500 Penalty: 2644.677734
	Iteration 66Q: 3 clusters Score -849976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -849978.875000 Penalty: 2644.677734
	Iteration 67Q: 3 clusters Score -849978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -849979.375000 Penalty: 2644.677734
	Iteration 68Q: 3 clusters Score -849979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -849981.687500 Penalty: 2644.677734
	Iteration 69Q: 3 clusters Score -849981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -849983.375000 Penalty: 2644.677734
	Iteration 70Q: 3 clusters Score -849983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -849985.437500 Penalty: 2644.677734
	Iteration 71Q: 3 clusters Score -849985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -849988.750000 Penalty: 2644.677734
	Iteration 72Q: 3 clusters Score -849988.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -849992.250000 Penalty: 2644.677734
	Iteration 73Q: 3 clusters Score -849992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -849993.000000 Penalty: 2644.677734
	Iteration 74Q: 3 clusters Score -849993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -849996.937500 Penalty: 2644.677734
	Iteration 75Q: 3 clusters Score -849996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -849998.750000 Penalty: 2644.677734
	Iteration 76Q: 3 clusters Score -849998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -850000.562500 Penalty: 2644.677734
	Iteration 77Q: 3 clusters Score -850000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -850004.812500 Penalty: 2644.677734
	Iteration 78Q: 3 clusters Score -850004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -850007.000000 Penalty: 2644.677734
	Iteration 79Q: 3 clusters Score -850007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -850011.062500 Penalty: 2644.677734
	Iteration 80F: 3 clusters Score -850011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -850011.937500 Penalty: 2644.677734
	Iteration 81Q: 3 clusters Score -850011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -850014.625000 Penalty: 2644.677734
	Iteration 82Q: 3 clusters Score -850014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -850014.750000 Penalty: 2644.677734
	Iteration 83Q: 3 clusters Score -850014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -850015.250000 Penalty: 2644.677734
	Iteration 84Q: 3 clusters Score -850015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -850014.312500 Penalty: 2644.677734
	Iteration 85Q: 3 clusters Score -850014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -850019.625000 Penalty: 2644.677734
	Iteration 86Q: 3 clusters Score -850019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -850022.062500 Penalty: 2644.677734
	Iteration 87Q: 3 clusters Score -850022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -850023.437500 Penalty: 2644.677734
	Iteration 88Q: 3 clusters Score -850023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -850024.750000 Penalty: 2644.677734
	Iteration 89Q: 3 clusters Score -850024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -850028.375000 Penalty: 2644.677734
	Iteration 90Q: 3 clusters Score -850028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -850030.937500 Penalty: 2644.677734
	Iteration 91Q: 3 clusters Score -850030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -850035.125000 Penalty: 2644.677734
	Iteration 92Q: 3 clusters Score -850035.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -850038.375000 Penalty: 2644.677734
	Iteration 93Q: 3 clusters Score -850038.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -850043.687500 Penalty: 2644.677734
	Iteration 94Q: 3 clusters Score -850043.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -850051.375000 Penalty: 2644.677734
	Iteration 95Q: 3 clusters Score -850051.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -850058.125000 Penalty: 2644.677734
	Iteration 96Q: 3 clusters Score -850058.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -850067.312500 Penalty: 2644.677734
	Iteration 97Q: 3 clusters Score -850067.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -850080.875000 Penalty: 2644.677734
	Iteration 98Q: 3 clusters Score -850080.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -850092.250000 Penalty: 2644.677734
	Iteration 99Q: 3 clusters Score -850092.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -850103.500000 Penalty: 2644.677734
	Iteration 100F: 3 clusters Score -850103.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -850122.625000 Penalty: 2644.677734
	Iteration 101Q: 3 clusters Score -850122.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -850139.500000 Penalty: 2644.677734
	Iteration 102Q: 3 clusters Score -850139.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -850156.875000 Penalty: 2644.677734
	Iteration 103Q: 3 clusters Score -850156.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -850177.937500 Penalty: 2644.677734
	Iteration 104Q: 3 clusters Score -850177.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -850192.000000 Penalty: 2644.677734
	Iteration 105Q: 3 clusters Score -850192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -850211.750000 Penalty: 2644.677734
	Iteration 106Q: 3 clusters Score -850211.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -850230.375000 Penalty: 2644.677734
	Iteration 107Q: 3 clusters Score -850230.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -850254.250000 Penalty: 2644.677734
	Iteration 108Q: 3 clusters Score -850254.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -850282.125000 Penalty: 2644.677734
	Iteration 109Q: 3 clusters Score -850282.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -850311.875000 Penalty: 2644.677734
	Iteration 110Q: 3 clusters Score -850311.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -850335.125000 Penalty: 2644.677734
	Iteration 111Q: 3 clusters Score -850335.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -850370.000000 Penalty: 2644.677734
	Iteration 112Q: 3 clusters Score -850370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -850400.312500 Penalty: 2644.677734
	Iteration 113Q: 3 clusters Score -850400.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -850437.187500 Penalty: 2644.677734
	Iteration 114Q: 3 clusters Score -850437.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -850472.062500 Penalty: 2644.677734
	Iteration 115Q: 3 clusters Score -850472.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -850525.312500 Penalty: 2644.677734
	Iteration 116Q: 3 clusters Score -850525.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -850575.500000 Penalty: 2644.677734
	Iteration 117Q: 3 clusters Score -850575.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -850618.375000 Penalty: 2644.677734
	Iteration 118Q: 3 clusters Score -850618.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -850663.437500 Penalty: 2644.677734
	Iteration 119Q: 3 clusters Score -850663.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -850687.812500 Penalty: 2644.677734
	Iteration 120F: 3 clusters Score -850687.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -850716.500000 Penalty: 2644.677734
	Iteration 121Q: 3 clusters Score -850716.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -850744.500000 Penalty: 2644.677734
	Iteration 122Q: 3 clusters Score -850744.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -850770.937500 Penalty: 2644.677734
	Iteration 123Q: 3 clusters Score -850770.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -850793.875000 Penalty: 2644.677734
	Iteration 124Q: 3 clusters Score -850793.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -850813.312500 Penalty: 2644.677734
	Iteration 125Q: 3 clusters Score -850813.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -850830.000000 Penalty: 2644.677734
	Iteration 126Q: 3 clusters Score -850830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -850843.000000 Penalty: 2644.677734
	Iteration 127Q: 3 clusters Score -850843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -850855.000000 Penalty: 2644.677734
	Iteration 128Q: 3 clusters Score -850855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -850863.500000 Penalty: 2644.677734
	Iteration 129Q: 3 clusters Score -850863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -850874.125000 Penalty: 2644.677734
	Iteration 130Q: 3 clusters Score -850874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -850876.687500 Penalty: 2644.677734
	Iteration 131Q: 3 clusters Score -850876.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -850885.000000 Penalty: 2644.677734
	Iteration 132Q: 3 clusters Score -850885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -850891.937500 Penalty: 2644.677734
	Iteration 133Q: 3 clusters Score -850891.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -850903.687500 Penalty: 2644.677734
	Iteration 134Q: 3 clusters Score -850903.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -850915.812500 Penalty: 2644.677734
	Iteration 135Q: 3 clusters Score -850915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -850924.625000 Penalty: 2644.677734
	Iteration 136Q: 3 clusters Score -850924.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -850935.187500 Penalty: 2644.677734
	Iteration 137Q: 3 clusters Score -850935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -850948.687500 Penalty: 2644.677734
	Iteration 138Q: 3 clusters Score -850948.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -850960.187500 Penalty: 2644.677734
	Iteration 139Q: 3 clusters Score -850960.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -850970.625000 Penalty: 2644.677734
	Iteration 140F: 3 clusters Score -850970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -850973.437500 Penalty: 2644.677734
	Iteration 141Q: 3 clusters Score -850973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -850976.187500 Penalty: 2644.677734
	Iteration 142Q: 3 clusters Score -850976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -850979.000000 Penalty: 2644.677734
	Iteration 143Q: 3 clusters Score -850979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -850982.500000 Penalty: 2644.677734
	Iteration 144Q: 3 clusters Score -850982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -850986.312500 Penalty: 2644.677734
	Iteration 145Q: 3 clusters Score -850986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -850988.812500 Penalty: 2644.677734
	Iteration 146Q: 3 clusters Score -850988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -850990.437500 Penalty: 2644.677734
	Iteration 147Q: 3 clusters Score -850990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -850992.187500 Penalty: 2644.677734
	Iteration 148Q: 3 clusters Score -850992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -850994.000000 Penalty: 2644.677734
	Iteration 149Q: 3 clusters Score -850994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -850995.937500 Penalty: 2644.677734
	Iteration 150Q: 3 clusters Score -850995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -850996.187500 Penalty: 2644.677734
	Iteration 151Q: 3 clusters Score -850996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -850997.750000 Penalty: 2644.677734
	Iteration 152Q: 3 clusters Score -850997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -850997.500000 Penalty: 2644.677734
	Iteration 153Q: 3 clusters Score -850997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -850998.687500 Penalty: 2644.677734
	Iteration 154Q: 3 clusters Score -850998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -850998.687500 Penalty: 2644.677734
	Iteration 155F: 3 clusters Score -850998.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -26952.804688 Penalty: 881.926636
	Iteration 0F: 2 clusters Score -26952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26169.039062 Penalty: 1763.853271
	Iteration 0F: 3 clusters Score -26169.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26329.552734 Penalty: 1763.853271
	Iteration 1F: 3 clusters Score -26329.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26388.617188 Penalty: 1763.853271
	Iteration 2Q: 3 clusters Score -26388.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26424.222656 Penalty: 1763.853271
	Iteration 3Q: 3 clusters Score -26424.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26443.335938 Penalty: 1763.853271
	Iteration 4Q: 3 clusters Score -26443.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26451.226562 Penalty: 1763.853271
	Iteration 5Q: 3 clusters Score -26451.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26453.585938 Penalty: 1763.853271
	Iteration 6Q: 3 clusters Score -26453.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26453.585938 Penalty: 1763.853271
	Iteration 7F: 3 clusters Score -26453.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Entering Unmasked Estep 
Score: -1263693.500000 Penalty: 1388.421143
	Iteration 0F: 2 clusters Score -1263694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1256204.250000 Penalty: 2776.842285
	Iteration 0F: 3 clusters Score -1256204 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1258600.625000 Penalty: 2776.842285
	Iteration 1F: 3 clusters Score -1258601 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1258897.375000 Penalty: 2776.842285
	Iteration 2F: 3 clusters Score -1258897 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1259141.500000 Penalty: 2776.842285
	Iteration 3Q: 3 clusters Score -1259142 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1259363.125000 Penalty: 2776.842285
	Iteration 4Q: 3 clusters Score -1259363 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1259532.250000 Penalty: 2776.842285
	Iteration 5Q: 3 clusters Score -1259532 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1259712.000000 Penalty: 2776.842285
	Iteration 6Q: 3 clusters Score -1259712 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1259885.500000 Penalty: 2776.842285
	Iteration 7Q: 3 clusters Score -1259886 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1260069.000000 Penalty: 2776.842285
	Iteration 8Q: 3 clusters Score -1260069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1260292.125000 Penalty: 2776.842285
	Iteration 9Q: 3 clusters Score -1260292 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1260562.625000 Penalty: 2776.842285
	Iteration 10Q: 3 clusters Score -1260563 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1260872.250000 Penalty: 2776.842285
	Iteration 11Q: 3 clusters Score -1260872 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1261130.625000 Penalty: 2776.842285
	Iteration 12Q: 3 clusters Score -1261131 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1261355.625000 Penalty: 2776.842285
	Iteration 13Q: 3 clusters Score -1261356 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1261542.625000 Penalty: 2776.842285
	Iteration 14Q: 3 clusters Score -1261543 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1261670.625000 Penalty: 2776.842285
	Iteration 15Q: 3 clusters Score -1261671 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1261770.250000 Penalty: 2776.842285
	Iteration 16Q: 3 clusters Score -1261770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1261841.250000 Penalty: 2776.842285
	Iteration 17Q: 3 clusters Score -1261841 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1261903.625000 Penalty: 2776.842285
	Iteration 18Q: 3 clusters Score -1261904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1261948.750000 Penalty: 2776.842285
	Iteration 19Q: 3 clusters Score -1261949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1262009.000000 Penalty: 2776.842285
	Iteration 20F: 3 clusters Score -1262009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1262062.750000 Penalty: 2776.842285
	Iteration 21Q: 3 clusters Score -1262063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1262099.625000 Penalty: 2776.842285
	Iteration 22Q: 3 clusters Score -1262100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1262147.125000 Penalty: 2776.842285
	Iteration 23Q: 3 clusters Score -1262147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1262181.500000 Penalty: 2776.842285
	Iteration 24Q: 3 clusters Score -1262182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1262219.875000 Penalty: 2776.842285
	Iteration 25Q: 3 clusters Score -1262220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1262242.625000 Penalty: 2776.842285
	Iteration 26Q: 3 clusters Score -1262243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1262265.000000 Penalty: 2776.842285
	Iteration 27Q: 3 clusters Score -1262265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1262275.500000 Penalty: 2776.842285
	Iteration 28Q: 3 clusters Score -1262276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1262286.125000 Penalty: 2776.842285
	Iteration 29Q: 3 clusters Score -1262286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1262295.875000 Penalty: 2776.842285
	Iteration 30Q: 3 clusters Score -1262296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1262306.875000 Penalty: 2776.842285
	Iteration 31Q: 3 clusters Score -1262307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1262323.750000 Penalty: 2776.842285
	Iteration 32Q: 3 clusters Score -1262324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1262333.875000 Penalty: 2776.842285
	Iteration 33Q: 3 clusters Score -1262334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1262346.875000 Penalty: 2776.842285
	Iteration 34Q: 3 clusters Score -1262347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1262352.625000 Penalty: 2776.842285
	Iteration 35Q: 3 clusters Score -1262353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1262362.750000 Penalty: 2776.842285
	Iteration 36Q: 3 clusters Score -1262363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1262367.500000 Penalty: 2776.842285
	Iteration 37Q: 3 clusters Score -1262368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1262377.500000 Penalty: 2776.842285
	Iteration 38Q: 3 clusters Score -1262378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1262387.125000 Penalty: 2776.842285
	Iteration 39Q: 3 clusters Score -1262387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1262399.125000 Penalty: 2776.842285
	Iteration 40F: 3 clusters Score -1262399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1262409.750000 Penalty: 2776.842285
	Iteration 41Q: 3 clusters Score -1262410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1262427.750000 Penalty: 2776.842285
	Iteration 42Q: 3 clusters Score -1262428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1262441.250000 Penalty: 2776.842285
	Iteration 43Q: 3 clusters Score -1262441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1262457.250000 Penalty: 2776.842285
	Iteration 44Q: 3 clusters Score -1262457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1262472.500000 Penalty: 2776.842285
	Iteration 45Q: 3 clusters Score -1262472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1262487.250000 Penalty: 2776.842285
	Iteration 46Q: 3 clusters Score -1262487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1262498.375000 Penalty: 2776.842285
	Iteration 47Q: 3 clusters Score -1262498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1262509.375000 Penalty: 2776.842285
	Iteration 48Q: 3 clusters Score -1262509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1262517.875000 Penalty: 2776.842285
	Iteration 49Q: 3 clusters Score -1262518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1262532.750000 Penalty: 2776.842285
	Iteration 50Q: 3 clusters Score -1262533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1262544.500000 Penalty: 2776.842285
	Iteration 51Q: 3 clusters Score -1262544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1262554.750000 Penalty: 2776.842285
	Iteration 52Q: 3 clusters Score -1262555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1262562.625000 Penalty: 2776.842285
	Iteration 53Q: 3 clusters Score -1262563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1262569.250000 Penalty: 2776.842285
	Iteration 54Q: 3 clusters Score -1262569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1262573.125000 Penalty: 2776.842285
	Iteration 55Q: 3 clusters Score -1262573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1262579.625000 Penalty: 2776.842285
	Iteration 56Q: 3 clusters Score -1262580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1262582.875000 Penalty: 2776.842285
	Iteration 57Q: 3 clusters Score -1262583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1262584.500000 Penalty: 2776.842285
	Iteration 58Q: 3 clusters Score -1262584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1262589.500000 Penalty: 2776.842285
	Iteration 59Q: 3 clusters Score -1262590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1262595.500000 Penalty: 2776.842285
	Iteration 60F: 3 clusters Score -1262596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1262600.000000 Penalty: 2776.842285
	Iteration 61Q: 3 clusters Score -1262600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1262605.500000 Penalty: 2776.842285
	Iteration 62Q: 3 clusters Score -1262606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1262607.500000 Penalty: 2776.842285
	Iteration 63Q: 3 clusters Score -1262608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1262607.000000 Penalty: 2776.842285
	Iteration 64Q: 3 clusters Score -1262607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1262607.000000 Penalty: 2776.842285
	Iteration 65Q: 3 clusters Score -1262607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1262608.875000 Penalty: 2776.842285
	Iteration 66Q: 3 clusters Score -1262609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1262608.625000 Penalty: 2776.842285
	Iteration 67Q: 3 clusters Score -1262609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1262610.500000 Penalty: 2776.842285
	Iteration 68Q: 3 clusters Score -1262610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1262612.000000 Penalty: 2776.842285
	Iteration 69Q: 3 clusters Score -1262612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1262612.000000 Penalty: 2776.842285
	Iteration 70F: 3 clusters Score -1262612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -42034.308594 Penalty: 916.473389
	Iteration 0F: 2 clusters Score -42034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41137.890625 Penalty: 1832.946777
	Iteration 0F: 3 clusters Score -41137.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41316.324219 Penalty: 1832.946777
	Iteration 1F: 3 clusters Score -41316.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41377.082031 Penalty: 1832.946777
	Iteration 2Q: 3 clusters Score -41377.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41399.757812 Penalty: 1832.946777
	Iteration 3Q: 3 clusters Score -41399.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41409.523438 Penalty: 1832.946777
	Iteration 4Q: 3 clusters Score -41409.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41415.121094 Penalty: 1832.946777
	Iteration 5Q: 3 clusters Score -41415.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41416.343750 Penalty: 1832.946777
	Iteration 6Q: 3 clusters Score -41416.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41416.343750 Penalty: 1832.946777
	Iteration 7F: 3 clusters Score -41416.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -1109029.750000 Penalty: 1363.350952
	Iteration 0F: 2 clusters Score -1109030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1102447.125000 Penalty: 2726.701904
	Iteration 0F: 3 clusters Score -1102447 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1104637.375000 Penalty: 2726.701904
	Iteration 1F: 3 clusters Score -1104637 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1104924.375000 Penalty: 2726.701904
	Iteration 2F: 3 clusters Score -1104924 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1105112.250000 Penalty: 2726.701904
	Iteration 3Q: 3 clusters Score -1105112 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1105273.750000 Penalty: 2726.701904
	Iteration 4Q: 3 clusters Score -1105274 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1105398.125000 Penalty: 2726.701904
	Iteration 5Q: 3 clusters Score -1105398 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1105503.125000 Penalty: 2726.701904
	Iteration 6Q: 3 clusters Score -1105503 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1105602.000000 Penalty: 2726.701904
	Iteration 7Q: 3 clusters Score -1105602 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1105673.750000 Penalty: 2726.701904
	Iteration 8Q: 3 clusters Score -1105674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1105737.875000 Penalty: 2726.701904
	Iteration 9Q: 3 clusters Score -1105738 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1105803.375000 Penalty: 2726.701904
	Iteration 10Q: 3 clusters Score -1105803 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1105874.375000 Penalty: 2726.701904
	Iteration 11Q: 3 clusters Score -1105874 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1105970.125000 Penalty: 2726.701904
	Iteration 12Q: 3 clusters Score -1105970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1106096.500000 Penalty: 2726.701904
	Iteration 13Q: 3 clusters Score -1106096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1106240.250000 Penalty: 2726.701904
	Iteration 14Q: 3 clusters Score -1106240 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1106422.875000 Penalty: 2726.701904
	Iteration 15Q: 3 clusters Score -1106423 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1106615.375000 Penalty: 2726.701904
	Iteration 16Q: 3 clusters Score -1106615 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1106817.750000 Penalty: 2726.701904
	Iteration 17Q: 3 clusters Score -1106818 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1107022.000000 Penalty: 2726.701904
	Iteration 18Q: 3 clusters Score -1107022 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1107199.125000 Penalty: 2726.701904
	Iteration 19Q: 3 clusters Score -1107199 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1107375.000000 Penalty: 2726.701904
	Iteration 20F: 3 clusters Score -1107375 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1107513.750000 Penalty: 2726.701904
	Iteration 21Q: 3 clusters Score -1107514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1107608.000000 Penalty: 2726.701904
	Iteration 22Q: 3 clusters Score -1107608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1107693.375000 Penalty: 2726.701904
	Iteration 23Q: 3 clusters Score -1107693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1107752.375000 Penalty: 2726.701904
	Iteration 24Q: 3 clusters Score -1107752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1107788.125000 Penalty: 2726.701904
	Iteration 25Q: 3 clusters Score -1107788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1107802.000000 Penalty: 2726.701904
	Iteration 26Q: 3 clusters Score -1107802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1107829.125000 Penalty: 2726.701904
	Iteration 27Q: 3 clusters Score -1107829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1107842.625000 Penalty: 2726.701904
	Iteration 28Q: 3 clusters Score -1107843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1107861.375000 Penalty: 2726.701904
	Iteration 29Q: 3 clusters Score -1107861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1107875.625000 Penalty: 2726.701904
	Iteration 30Q: 3 clusters Score -1107876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1107880.125000 Penalty: 2726.701904
	Iteration 31Q: 3 clusters Score -1107880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1107884.250000 Penalty: 2726.701904
	Iteration 32Q: 3 clusters Score -1107884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1107891.375000 Penalty: 2726.701904
	Iteration 33Q: 3 clusters Score -1107891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1107896.625000 Penalty: 2726.701904
	Iteration 34Q: 3 clusters Score -1107897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1107901.250000 Penalty: 2726.701904
	Iteration 35Q: 3 clusters Score -1107901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1107913.625000 Penalty: 2726.701904
	Iteration 36Q: 3 clusters Score -1107914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1107919.250000 Penalty: 2726.701904
	Iteration 37Q: 3 clusters Score -1107919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1107920.625000 Penalty: 2726.701904
	Iteration 38Q: 3 clusters Score -1107921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1107920.625000 Penalty: 2726.701904
	Iteration 39Q: 3 clusters Score -1107921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1107921.500000 Penalty: 2726.701904
	Iteration 40F: 3 clusters Score -1107922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (85904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Entering Unmasked Estep 
Score: -9911214.000000 Penalty: 1690.514771
	Iteration 0F: 2 clusters Score -9911214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -9855635.000000 Penalty: 3381.029541
	Iteration 0F: 3 clusters Score -9855635 nChanged 40446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -9878947.000000 Penalty: 3381.029541
	Iteration 1F: 3 clusters Score -9878947 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -9879967.000000 Penalty: 3381.029541
	Iteration 2Q: 3 clusters Score -9879967 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -9881054.000000 Penalty: 3381.029541
	Iteration 3Q: 3 clusters Score -9881054 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9882261.000000 Penalty: 3381.029541
	Iteration 4Q: 3 clusters Score -9882261 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9883699.000000 Penalty: 3381.029541
	Iteration 5Q: 3 clusters Score -9883699 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -9885340.000000 Penalty: 3381.029541
	Iteration 6Q: 3 clusters Score -9885340 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -9887362.000000 Penalty: 3381.029541
	Iteration 7F: 3 clusters Score -9887362 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -9889335.000000 Penalty: 3381.029541
	Iteration 8F: 3 clusters Score -9889335 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -9891745.000000 Penalty: 3381.029541
	Iteration 9F: 3 clusters Score -9891745 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -9894374.000000 Penalty: 3381.029541
	Iteration 10F: 3 clusters Score -9894374 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -9897250.000000 Penalty: 3381.029541
	Iteration 11Q: 3 clusters Score -9897250 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -9900076.000000 Penalty: 3381.029541
	Iteration 12Q: 3 clusters Score -9900076 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -9902355.000000 Penalty: 3381.029541
	Iteration 13Q: 3 clusters Score -9902355 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -9904080.000000 Penalty: 3381.029541
	Iteration 14Q: 3 clusters Score -9904080 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -9905244.000000 Penalty: 3381.029541
	Iteration 15Q: 3 clusters Score -9905244 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -9906047.000000 Penalty: 3381.029541
	Iteration 16Q: 3 clusters Score -9906047 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -9906714.000000 Penalty: 3381.029541
	Iteration 17Q: 3 clusters Score -9906714 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -9907179.000000 Penalty: 3381.029541
	Iteration 18Q: 3 clusters Score -9907179 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -9907584.000000 Penalty: 3381.029541
	Iteration 19Q: 3 clusters Score -9907584 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -9907956.000000 Penalty: 3381.029541
	Iteration 20F: 3 clusters Score -9907956 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -9908346.000000 Penalty: 3381.029541
	Iteration 21Q: 3 clusters Score -9908346 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -9908631.000000 Penalty: 3381.029541
	Iteration 22Q: 3 clusters Score -9908631 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -9908953.000000 Penalty: 3381.029541
	Iteration 23Q: 3 clusters Score -9908953 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9909104.000000 Penalty: 3381.029541
	Iteration 24Q: 3 clusters Score -9909104 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9909197.000000 Penalty: 3381.029541
	Iteration 25Q: 3 clusters Score -9909197 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9909354.000000 Penalty: 3381.029541
	Iteration 26Q: 3 clusters Score -9909354 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9909448.000000 Penalty: 3381.029541
	Iteration 27Q: 3 clusters Score -9909448 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9909570.000000 Penalty: 3381.029541
	Iteration 28Q: 3 clusters Score -9909570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9909649.000000 Penalty: 3381.029541
	Iteration 29Q: 3 clusters Score -9909649 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9909735.000000 Penalty: 3381.029541
	Iteration 30Q: 3 clusters Score -9909735 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9909802.000000 Penalty: 3381.029541
	Iteration 31Q: 3 clusters Score -9909802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9909842.000000 Penalty: 3381.029541
	Iteration 32Q: 3 clusters Score -9909842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9909874.000000 Penalty: 3381.029541
	Iteration 33Q: 3 clusters Score -9909874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9909918.000000 Penalty: 3381.029541
	Iteration 34Q: 3 clusters Score -9909918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9909921.000000 Penalty: 3381.029541
	Iteration 35Q: 3 clusters Score -9909921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9909952.000000 Penalty: 3381.029541
	Iteration 36Q: 3 clusters Score -9909952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9909954.000000 Penalty: 3381.029541
	Iteration 37Q: 3 clusters Score -9909954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9909979.000000 Penalty: 3381.029541
	Iteration 38Q: 3 clusters Score -9909979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9909973.000000 Penalty: 3381.029541
	Iteration 39Q: 3 clusters Score -9909973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9910013.000000 Penalty: 3381.029541
	Iteration 40F: 3 clusters Score -9910013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9910018.000000 Penalty: 3381.029541
	Iteration 41Q: 3 clusters Score -9910018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9910042.000000 Penalty: 3381.029541
	Iteration 42Q: 3 clusters Score -9910042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9910025.000000 Penalty: 3381.029541
	Iteration 43Q: 3 clusters Score -9910025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9910036.000000 Penalty: 3381.029541
	Iteration 44Q: 3 clusters Score -9910036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9910025.000000 Penalty: 3381.029541
	Iteration 45Q: 3 clusters Score -9910025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9910027.000000 Penalty: 3381.029541
	Iteration 46Q: 3 clusters Score -9910027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9910035.000000 Penalty: 3381.029541
	Iteration 47Q: 3 clusters Score -9910035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9910036.000000 Penalty: 3381.029541
	Iteration 48Q: 3 clusters Score -9910036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9910036.000000 Penalty: 3381.029541
	Iteration 49F: 3 clusters Score -9910036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -1170559.500000 Penalty: 1369.708008
	Iteration 0F: 2 clusters Score -1170560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1163874.000000 Penalty: 2739.416016
	Iteration 0F: 3 clusters Score -1163874 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1166007.750000 Penalty: 2739.416016
	Iteration 1F: 3 clusters Score -1166008 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1166279.250000 Penalty: 2739.416016
	Iteration 2F: 3 clusters Score -1166279 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1166484.500000 Penalty: 2739.416016
	Iteration 3Q: 3 clusters Score -1166484 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1166633.125000 Penalty: 2739.416016
	Iteration 4Q: 3 clusters Score -1166633 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1166758.125000 Penalty: 2739.416016
	Iteration 5Q: 3 clusters Score -1166758 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1166863.875000 Penalty: 2739.416016
	Iteration 6Q: 3 clusters Score -1166864 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1167008.875000 Penalty: 2739.416016
	Iteration 7Q: 3 clusters Score -1167009 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1167186.750000 Penalty: 2739.416016
	Iteration 8Q: 3 clusters Score -1167187 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1167411.250000 Penalty: 2739.416016
	Iteration 9Q: 3 clusters Score -1167411 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1167724.125000 Penalty: 2739.416016
	Iteration 10Q: 3 clusters Score -1167724 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1168041.250000 Penalty: 2739.416016
	Iteration 11Q: 3 clusters Score -1168041 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1168349.125000 Penalty: 2739.416016
	Iteration 12Q: 3 clusters Score -1168349 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1168630.375000 Penalty: 2739.416016
	Iteration 13Q: 3 clusters Score -1168630 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1168889.125000 Penalty: 2739.416016
	Iteration 14Q: 3 clusters Score -1168889 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1169069.625000 Penalty: 2739.416016
	Iteration 15Q: 3 clusters Score -1169070 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1169186.000000 Penalty: 2739.416016
	Iteration 16Q: 3 clusters Score -1169186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1169270.750000 Penalty: 2739.416016
	Iteration 17Q: 3 clusters Score -1169271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1169345.125000 Penalty: 2739.416016
	Iteration 18Q: 3 clusters Score -1169345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1169384.750000 Penalty: 2739.416016
	Iteration 19Q: 3 clusters Score -1169385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1169408.500000 Penalty: 2739.416016
	Iteration 20F: 3 clusters Score -1169408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1169432.875000 Penalty: 2739.416016
	Iteration 21Q: 3 clusters Score -1169433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1169457.375000 Penalty: 2739.416016
	Iteration 22Q: 3 clusters Score -1169457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1169471.500000 Penalty: 2739.416016
	Iteration 23Q: 3 clusters Score -1169472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1169480.750000 Penalty: 2739.416016
	Iteration 24Q: 3 clusters Score -1169481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1169486.750000 Penalty: 2739.416016
	Iteration 25Q: 3 clusters Score -1169487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1169498.750000 Penalty: 2739.416016
	Iteration 26Q: 3 clusters Score -1169499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1169502.250000 Penalty: 2739.416016
	Iteration 27Q: 3 clusters Score -1169502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1169507.750000 Penalty: 2739.416016
	Iteration 28Q: 3 clusters Score -1169508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1169507.250000 Penalty: 2739.416016
	Iteration 29Q: 3 clusters Score -1169507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1169509.000000 Penalty: 2739.416016
	Iteration 30Q: 3 clusters Score -1169509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1169510.750000 Penalty: 2739.416016
	Iteration 31Q: 3 clusters Score -1169511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1169513.750000 Penalty: 2739.416016
	Iteration 32Q: 3 clusters Score -1169514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1169515.750000 Penalty: 2739.416016
	Iteration 33Q: 3 clusters Score -1169516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1169518.625000 Penalty: 2739.416016
	Iteration 34Q: 3 clusters Score -1169519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1169518.625000 Penalty: 2739.416016
	Iteration 35F: 3 clusters Score -1169519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Entering Unmasked Estep 
Score: -660757.687500 Penalty: 1291.986938
	Iteration 0F: 2 clusters Score -660757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -656547.312500 Penalty: 2583.973877
	Iteration 0F: 3 clusters Score -656547.3 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -657866.437500 Penalty: 2583.973877
	Iteration 1F: 3 clusters Score -657866.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -658123.937500 Penalty: 2583.973877
	Iteration 2F: 3 clusters Score -658123.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -658306.062500 Penalty: 2583.973877
	Iteration 3F: 3 clusters Score -658306.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -658461.250000 Penalty: 2583.973877
	Iteration 4Q: 3 clusters Score -658461.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -658592.250000 Penalty: 2583.973877
	Iteration 5Q: 3 clusters Score -658592.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -658702.937500 Penalty: 2583.973877
	Iteration 6Q: 3 clusters Score -658702.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -658798.125000 Penalty: 2583.973877
	Iteration 7Q: 3 clusters Score -658798.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -658879.812500 Penalty: 2583.973877
	Iteration 8Q: 3 clusters Score -658879.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -658952.187500 Penalty: 2583.973877
	Iteration 9Q: 3 clusters Score -658952.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -659026.750000 Penalty: 2583.973877
	Iteration 10Q: 3 clusters Score -659026.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -659096.500000 Penalty: 2583.973877
	Iteration 11Q: 3 clusters Score -659096.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -659165.062500 Penalty: 2583.973877
	Iteration 12Q: 3 clusters Score -659165.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -659223.500000 Penalty: 2583.973877
	Iteration 13Q: 3 clusters Score -659223.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -659279.250000 Penalty: 2583.973877
	Iteration 14Q: 3 clusters Score -659279.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -659333.125000 Penalty: 2583.973877
	Iteration 15Q: 3 clusters Score -659333.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -659379.187500 Penalty: 2583.973877
	Iteration 16Q: 3 clusters Score -659379.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -659424.625000 Penalty: 2583.973877
	Iteration 17Q: 3 clusters Score -659424.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -659459.000000 Penalty: 2583.973877
	Iteration 18Q: 3 clusters Score -659459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -659488.562500 Penalty: 2583.973877
	Iteration 19Q: 3 clusters Score -659488.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -659514.125000 Penalty: 2583.973877
	Iteration 20F: 3 clusters Score -659514.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -659534.062500 Penalty: 2583.973877
	Iteration 21Q: 3 clusters Score -659534.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -659556.500000 Penalty: 2583.973877
	Iteration 22Q: 3 clusters Score -659556.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -659584.312500 Penalty: 2583.973877
	Iteration 23Q: 3 clusters Score -659584.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -659601.875000 Penalty: 2583.973877
	Iteration 24Q: 3 clusters Score -659601.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -659615.812500 Penalty: 2583.973877
	Iteration 25Q: 3 clusters Score -659615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -659625.312500 Penalty: 2583.973877
	Iteration 26Q: 3 clusters Score -659625.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -659632.000000 Penalty: 2583.973877
	Iteration 27Q: 3 clusters Score -659632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -659636.250000 Penalty: 2583.973877
	Iteration 28Q: 3 clusters Score -659636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -659639.812500 Penalty: 2583.973877
	Iteration 29Q: 3 clusters Score -659639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -659642.625000 Penalty: 2583.973877
	Iteration 30Q: 3 clusters Score -659642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -659646.125000 Penalty: 2583.973877
	Iteration 31Q: 3 clusters Score -659646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -659646.812500 Penalty: 2583.973877
	Iteration 32Q: 3 clusters Score -659646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -659650.437500 Penalty: 2583.973877
	Iteration 33Q: 3 clusters Score -659650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -659650.937500 Penalty: 2583.973877
	Iteration 34Q: 3 clusters Score -659650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -659651.937500 Penalty: 2583.973877
	Iteration 35Q: 3 clusters Score -659651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -659655.437500 Penalty: 2583.973877
	Iteration 36Q: 3 clusters Score -659655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -659654.875000 Penalty: 2583.973877
	Iteration 37Q: 3 clusters Score -659654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -659656.375000 Penalty: 2583.973877
	Iteration 38Q: 3 clusters Score -659656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -659656.187500 Penalty: 2583.973877
	Iteration 39Q: 3 clusters Score -659656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -659658.687500 Penalty: 2583.973877
	Iteration 40F: 3 clusters Score -659658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -659659.437500 Penalty: 2583.973877
	Iteration 41Q: 3 clusters Score -659659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -659660.812500 Penalty: 2583.973877
	Iteration 42Q: 3 clusters Score -659660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -659660.437500 Penalty: 2583.973877
	Iteration 43Q: 3 clusters Score -659660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -659660.437500 Penalty: 2583.973877
	Iteration 44F: 3 clusters Score -659660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (55112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Entering Unmasked Estep 
Score: -6441596.500000 Penalty: 1624.467896
	Iteration 0F: 2 clusters Score -6441596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -6405269.000000 Penalty: 3248.935791
	Iteration 0F: 3 clusters Score -6405269 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6419474.500000 Penalty: 3248.935791
	Iteration 1F: 3 clusters Score -6419474 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -6420039.000000 Penalty: 3248.935791
	Iteration 2Q: 3 clusters Score -6420039 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6420582.000000 Penalty: 3248.935791
	Iteration 3Q: 3 clusters Score -6420582 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6421052.000000 Penalty: 3248.935791
	Iteration 4Q: 3 clusters Score -6421052 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6421613.000000 Penalty: 3248.935791
	Iteration 5Q: 3 clusters Score -6421613 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -6422263.000000 Penalty: 3248.935791
	Iteration 6Q: 3 clusters Score -6422263 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -6423258.500000 Penalty: 3248.935791
	Iteration 7Q: 3 clusters Score -6423258 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -6424609.000000 Penalty: 3248.935791
	Iteration 8Q: 3 clusters Score -6424609 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6427079.500000 Penalty: 3248.935791
	Iteration 9F: 3 clusters Score -6427080 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -6432113.000000 Penalty: 3248.935791
	Iteration 10F: 3 clusters Score -6432113 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -6440982.500000 Penalty: 3248.935791
	Iteration 11F: 3 clusters Score -6440982 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -6448872.500000 Penalty: 3248.935791
	Iteration 12F: 3 clusters Score -6448872 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -6453419.500000 Penalty: 3248.935791
	Iteration 13Q: 3 clusters Score -6453420 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -6457887.500000 Penalty: 3248.935791
	Iteration 14Q: 3 clusters Score -6457888 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -6459959.000000 Penalty: 3248.935791
	Iteration 15Q: 3 clusters Score -6459959 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -6460049.000000 Penalty: 3248.935791
	Iteration 16Q: 3 clusters Score -6460049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -6460074.000000 Penalty: 3248.935791
	Iteration 17Q: 3 clusters Score -6460074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -6460061.500000 Penalty: 3248.935791
	Iteration 18Q: 3 clusters Score -6460062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -6460062.500000 Penalty: 3248.935791
	Iteration 19Q: 3 clusters Score -6460062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -6460073.000000 Penalty: 3248.935791
	Iteration 20F: 3 clusters Score -6460073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -6460071.000000 Penalty: 3248.935791
	Iteration 21Q: 3 clusters Score -6460071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -6460073.000000 Penalty: 3248.935791
	Iteration 22Q: 3 clusters Score -6460073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -6460073.000000 Penalty: 3248.935791
	Iteration 23F: 3 clusters Score -6460073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 231 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 15641 members 
Mstep: Class 61 contains 35971 members 
Mstep: Class 62 contains 316 members 
Mstep: Class 63 contains 270 members 
Mstep: Class 64 contains 397 members 
Mstep: Class 65 contains 39471 members 
Entering Unmasked Estep 
Score: -111110048.000000 Penalty: 133660.218750
Splitting cluster 60 changes total score from -111062808.000000 to -111110048.000000
So it's getting split into cluster 65.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66516 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67080 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 16789 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 41268 members 
Mstep: Class 33 contains 35973 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6740 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 45879 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3177 members 
Mstep: Class 48 contains 231 members 
Mstep: Class 49 contains 15339 members 
Mstep: Class 50 contains 5994 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7235 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 473 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85904 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 15641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111114032.000000 Penalty: 133660.218750
Iteration 279Q: 66 clusters Score -1.11114e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7294 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 27143 members 
Mstep: Class 12 contains 46225 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32133 members 
Mstep: Class 16 contains 14418 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66625 members 
Mstep: Class 19 contains 68623 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67076 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6275 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 17145 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11478 members 
Mstep: Class 32 contains 41314 members 
Mstep: Class 33 contains 35972 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50485 members 
Mstep: Class 36 contains 21464 members 
Mstep: Class 37 contains 17625 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6741 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 214 members 
Mstep: Class 42 contains 45914 members 
Mstep: Class 43 contains 8166 members 
Mstep: Class 44 contains 12109 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3178 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15357 members 
Mstep: Class 50 contains 5996 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7276 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9575 members 
Mstep: Class 57 contains 85909 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 15854 members 
Mstep: Class 61 contains 35267 members 
Mstep: Class 62 contains 315 members 
Mstep: Class 63 contains 265 members 
Mstep: Class 64 contains 396 members 
Mstep: Class 65 contains 38867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111115952.000000 Penalty: 133660.218750
Iteration 280F: 66 clusters Score -1.11116e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6222 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 269 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 23056 members 
Mstep: Class 11 contains 27293 members 
Mstep: Class 12 contains 46211 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32125 members 
Mstep: Class 16 contains 14414 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 68629 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 460 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 7768 members 
Mstep: Class 29 contains 17281 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11476 members 
Mstep: Class 32 contains 41325 members 
Mstep: Class 33 contains 35967 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50488 members 
Mstep: Class 36 contains 21367 members 
Mstep: Class 37 contains 17181 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 6741 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 45909 members 
Mstep: Class 43 contains 8146 members 
Mstep: Class 44 contains 12110 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3179 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 15351 members 
Mstep: Class 50 contains 5997 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7275 members 
Mstep: Class 53 contains 373 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9564 members 
Mstep: Class 57 contains 85902 members 
Mstep: Class 58 contains 9940 members 
Mstep: Class 59 contains 5901 members 
Mstep: Class 60 contains 15915 members 
Mstep: Class 61 contains 36663 members 
Mstep: Class 62 contains 314 members 
Mstep: Class 63 contains 264 members 
Mstep: Class 64 contains 398 members 
Mstep: Class 65 contains 39234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111117016.000000 Penalty: 133660.218750
Iteration 281Q: 66 clusters Score -1.11117e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7293 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 22062 members 
Mstep: Class 11 contains 27387 members 
Mstep: Class 12 contains 46215 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20659 members 
Mstep: Class 15 contains 32126 members 
Mstep: Class 16 contains 14412 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66566 members 
Mstep: Class 19 contains 68624 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 17321 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11471 members 
Mstep: Class 32 contains 41348 members 
Mstep: Class 33 contains 35934 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50486 members 
Mstep: Class 36 contains 21375 members 
Mstep: Class 37 contains 16931 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 210 members 
Mstep: Class 42 contains 45924 members 
Mstep: Class 43 contains 8134 members 
Mstep: Class 44 contains 12112 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3179 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15347 members 
Mstep: Class 50 contains 6002 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7277 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9558 members 
Mstep: Class 57 contains 85899 members 
Mstep: Class 58 contains 9940 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 15966 members 
Mstep: Class 61 contains 37661 members 
Mstep: Class 62 contains 315 members 
Mstep: Class 63 contains 266 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 39303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111117680.000000 Penalty: 133660.218750
Iteration 282Q: 66 clusters Score -1.111177e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 21287 members 
Mstep: Class 11 contains 27431 members 
Mstep: Class 12 contains 46217 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32116 members 
Mstep: Class 16 contains 14412 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66555 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 171 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 17335 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11465 members 
Mstep: Class 32 contains 41373 members 
Mstep: Class 33 contains 35896 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50491 members 
Mstep: Class 36 contains 21389 members 
Mstep: Class 37 contains 16782 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 208 members 
Mstep: Class 42 contains 45947 members 
Mstep: Class 43 contains 8131 members 
Mstep: Class 44 contains 12114 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3180 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 15348 members 
Mstep: Class 50 contains 6006 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7280 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9559 members 
Mstep: Class 57 contains 85885 members 
Mstep: Class 58 contains 9941 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 15990 members 
Mstep: Class 61 contains 38474 members 
Mstep: Class 62 contains 313 members 
Mstep: Class 63 contains 271 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 39335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118152.000000 Penalty: 133660.218750
Iteration 283Q: 66 clusters Score -1.111182e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6234 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 20709 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 46211 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32109 members 
Mstep: Class 16 contains 14412 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66536 members 
Mstep: Class 19 contains 68628 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 67087 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 7770 members 
Mstep: Class 29 contains 17344 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11463 members 
Mstep: Class 32 contains 41384 members 
Mstep: Class 33 contains 35863 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50484 members 
Mstep: Class 36 contains 21395 members 
Mstep: Class 37 contains 16718 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6742 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 205 members 
Mstep: Class 42 contains 45952 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 12113 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3180 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 15350 members 
Mstep: Class 50 contains 6015 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7281 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 11280 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9558 members 
Mstep: Class 57 contains 85867 members 
Mstep: Class 58 contains 9944 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 16000 members 
Mstep: Class 61 contains 39098 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 275 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 39346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118384.000000 Penalty: 133660.218750
Iteration 284Q: 66 clusters Score -1.111184e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6235 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7290 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 46207 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20659 members 
Mstep: Class 15 contains 32095 members 
Mstep: Class 16 contains 14414 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66523 members 
Mstep: Class 19 contains 68634 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67085 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6278 members 
Mstep: Class 28 contains 7772 members 
Mstep: Class 29 contains 17355 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 11457 members 
Mstep: Class 32 contains 41401 members 
Mstep: Class 33 contains 35834 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50482 members 
Mstep: Class 36 contains 21395 members 
Mstep: Class 37 contains 16675 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 203 members 
Mstep: Class 42 contains 45952 members 
Mstep: Class 43 contains 8134 members 
Mstep: Class 44 contains 12115 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3180 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 15350 members 
Mstep: Class 50 contains 6021 members 
Mstep: Class 51 contains 5907 members 
Mstep: Class 52 contains 7287 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 11281 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9555 members 
Mstep: Class 57 contains 85853 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 16004 members 
Mstep: Class 61 contains 39606 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 39365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118448.000000 Penalty: 133660.218750
Iteration 285Q: 66 clusters Score -1.111184e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19867 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 46204 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20660 members 
Mstep: Class 15 contains 32095 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66501 members 
Mstep: Class 19 contains 68607 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67087 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6279 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 17356 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11457 members 
Mstep: Class 32 contains 41411 members 
Mstep: Class 33 contains 35825 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 50478 members 
Mstep: Class 36 contains 21395 members 
Mstep: Class 37 contains 16638 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45948 members 
Mstep: Class 43 contains 8135 members 
Mstep: Class 44 contains 12119 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3181 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 15352 members 
Mstep: Class 50 contains 6021 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7291 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11282 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9552 members 
Mstep: Class 57 contains 85861 members 
Mstep: Class 58 contains 9945 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 16008 members 
Mstep: Class 61 contains 40003 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 39376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118816.000000 Penalty: 133660.218750
Iteration 286Q: 66 clusters Score -1.111188e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19577 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 46203 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20658 members 
Mstep: Class 15 contains 32101 members 
Mstep: Class 16 contains 14410 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 66483 members 
Mstep: Class 19 contains 68596 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67088 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6282 members 
Mstep: Class 28 contains 7780 members 
Mstep: Class 29 contains 17357 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11455 members 
Mstep: Class 32 contains 41426 members 
Mstep: Class 33 contains 35818 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50476 members 
Mstep: Class 36 contains 21393 members 
Mstep: Class 37 contains 16626 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45951 members 
Mstep: Class 43 contains 8134 members 
Mstep: Class 44 contains 12121 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3185 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15354 members 
Mstep: Class 50 contains 6021 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7293 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9544 members 
Mstep: Class 57 contains 85848 members 
Mstep: Class 58 contains 9947 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16008 members 
Mstep: Class 61 contains 40304 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 39387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118768.000000 Penalty: 133660.218750
Iteration 287Q: 66 clusters Score -1.111188e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19358 members 
Mstep: Class 11 contains 27460 members 
Mstep: Class 12 contains 46195 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32099 members 
Mstep: Class 16 contains 14410 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 66470 members 
Mstep: Class 19 contains 68594 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67089 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 7780 members 
Mstep: Class 29 contains 17361 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11454 members 
Mstep: Class 32 contains 41445 members 
Mstep: Class 33 contains 35819 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50476 members 
Mstep: Class 36 contains 21394 members 
Mstep: Class 37 contains 16603 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45937 members 
Mstep: Class 43 contains 8133 members 
Mstep: Class 44 contains 12123 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3187 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 15356 members 
Mstep: Class 50 contains 6021 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7294 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9538 members 
Mstep: Class 57 contains 85836 members 
Mstep: Class 58 contains 9948 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16009 members 
Mstep: Class 61 contains 40544 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 277 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 39400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118728.000000 Penalty: 133660.218750
Iteration 288Q: 66 clusters Score -1.111187e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19197 members 
Mstep: Class 11 contains 27461 members 
Mstep: Class 12 contains 46185 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32099 members 
Mstep: Class 16 contains 14409 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66448 members 
Mstep: Class 19 contains 68586 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67088 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 7780 members 
Mstep: Class 29 contains 17363 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11451 members 
Mstep: Class 32 contains 41473 members 
Mstep: Class 33 contains 35819 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21397 members 
Mstep: Class 37 contains 16597 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6691 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45934 members 
Mstep: Class 43 contains 8131 members 
Mstep: Class 44 contains 12126 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15357 members 
Mstep: Class 50 contains 6021 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7295 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9536 members 
Mstep: Class 57 contains 85823 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16010 members 
Mstep: Class 61 contains 40719 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118768.000000 Penalty: 133660.218750
Iteration 289Q: 66 clusters Score -1.111188e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 27462 members 
Mstep: Class 12 contains 46174 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32098 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 66432 members 
Mstep: Class 19 contains 68587 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67092 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17364 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11449 members 
Mstep: Class 32 contains 41485 members 
Mstep: Class 33 contains 35807 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50477 members 
Mstep: Class 36 contains 21399 members 
Mstep: Class 37 contains 16602 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6691 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45930 members 
Mstep: Class 43 contains 8127 members 
Mstep: Class 44 contains 12124 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15359 members 
Mstep: Class 50 contains 6021 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7298 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9535 members 
Mstep: Class 57 contains 85820 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 40849 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118672.000000 Penalty: 133660.218750
Iteration 290Q: 66 clusters Score -1.111187e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 19015 members 
Mstep: Class 11 contains 27462 members 
Mstep: Class 12 contains 46174 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32099 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 66423 members 
Mstep: Class 19 contains 68568 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67093 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 7778 members 
Mstep: Class 29 contains 17364 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11442 members 
Mstep: Class 32 contains 41507 members 
Mstep: Class 33 contains 35794 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50476 members 
Mstep: Class 36 contains 21400 members 
Mstep: Class 37 contains 16603 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6691 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45916 members 
Mstep: Class 43 contains 8127 members 
Mstep: Class 44 contains 12128 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15360 members 
Mstep: Class 50 contains 6024 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9535 members 
Mstep: Class 57 contains 85806 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 40946 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118592.000000 Penalty: 133660.218750
Iteration 291Q: 66 clusters Score -1.111186e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 27464 members 
Mstep: Class 12 contains 46158 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32102 members 
Mstep: Class 16 contains 14405 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 66414 members 
Mstep: Class 19 contains 68574 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67090 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 7778 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11439 members 
Mstep: Class 32 contains 41529 members 
Mstep: Class 33 contains 35784 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50477 members 
Mstep: Class 36 contains 21400 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6691 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45903 members 
Mstep: Class 43 contains 8127 members 
Mstep: Class 44 contains 12129 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15362 members 
Mstep: Class 50 contains 6025 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9532 members 
Mstep: Class 57 contains 85799 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41018 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118688.000000 Penalty: 133660.218750
Iteration 292Q: 66 clusters Score -1.111187e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18921 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46149 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32109 members 
Mstep: Class 16 contains 14406 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 66402 members 
Mstep: Class 19 contains 68579 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67087 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11434 members 
Mstep: Class 32 contains 41551 members 
Mstep: Class 33 contains 35773 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50474 members 
Mstep: Class 36 contains 21401 members 
Mstep: Class 37 contains 16606 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 6742 members 
Mstep: Class 40 contains 6690 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45887 members 
Mstep: Class 43 contains 8127 members 
Mstep: Class 44 contains 12131 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15365 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85787 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5895 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41085 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118744.000000 Penalty: 133660.218750
Iteration 293Q: 66 clusters Score -1.111187e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6249 members 
Mstep: Class 3 contains 1735 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18885 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46145 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32113 members 
Mstep: Class 16 contains 14405 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 66389 members 
Mstep: Class 19 contains 68583 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67089 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6289 members 
Mstep: Class 28 contains 7783 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11429 members 
Mstep: Class 32 contains 41566 members 
Mstep: Class 33 contains 35773 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50470 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16603 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6690 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45877 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12134 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15367 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85772 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41135 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118672.000000 Penalty: 133660.218750
Iteration 294Q: 66 clusters Score -1.111187e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6251 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18863 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46134 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 32117 members 
Mstep: Class 16 contains 14404 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 66373 members 
Mstep: Class 19 contains 68593 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67083 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6292 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11425 members 
Mstep: Class 32 contains 41580 members 
Mstep: Class 33 contains 35761 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50472 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45863 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12136 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15368 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85768 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41172 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118688.000000 Penalty: 133660.218750
Iteration 295Q: 66 clusters Score -1.111187e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6253 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46124 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32119 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 66367 members 
Mstep: Class 19 contains 68605 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67081 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11421 members 
Mstep: Class 32 contains 41590 members 
Mstep: Class 33 contains 35750 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16604 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45845 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12139 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15369 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85765 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41204 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118696.000000 Penalty: 133660.218750
Iteration 296Q: 66 clusters Score -1.111187e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6254 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18850 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46120 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32117 members 
Mstep: Class 16 contains 14399 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66362 members 
Mstep: Class 19 contains 68606 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67079 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11421 members 
Mstep: Class 32 contains 41607 members 
Mstep: Class 33 contains 35745 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16601 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45832 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6026 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7300 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85757 members 
Mstep: Class 58 contains 9949 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41230 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118592.000000 Penalty: 133660.218750
Iteration 297Q: 66 clusters Score -1.111186e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6254 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18851 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46114 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32120 members 
Mstep: Class 16 contains 14398 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66356 members 
Mstep: Class 19 contains 68602 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67078 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11419 members 
Mstep: Class 32 contains 41623 members 
Mstep: Class 33 contains 35744 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16600 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45819 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7300 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85749 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41248 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118528.000000 Penalty: 133660.218750
Iteration 298Q: 66 clusters Score -1.111185e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6254 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18847 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32125 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66354 members 
Mstep: Class 19 contains 68602 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67078 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11417 members 
Mstep: Class 32 contains 41645 members 
Mstep: Class 33 contains 35739 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16595 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45812 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7300 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85736 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41262 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118576.000000 Penalty: 133660.218750
Iteration 299Q: 66 clusters Score -1.111186e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6254 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18840 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 46107 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32130 members 
Mstep: Class 16 contains 14396 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66340 members 
Mstep: Class 19 contains 68606 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11416 members 
Mstep: Class 32 contains 41675 members 
Mstep: Class 33 contains 35735 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50474 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 16595 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45806 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6029 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7300 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85721 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41277 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118608.000000 Penalty: 133660.218750
Iteration 300F: 66 clusters Score -1.111186e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46104 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32133 members 
Mstep: Class 16 contains 14395 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66325 members 
Mstep: Class 19 contains 68612 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6298 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11415 members 
Mstep: Class 32 contains 41694 members 
Mstep: Class 33 contains 35730 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50474 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16594 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45797 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6028 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7300 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9529 members 
Mstep: Class 57 contains 85712 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41285 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118608.000000 Penalty: 133660.218750
Iteration 301Q: 66 clusters Score -1.111186e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46105 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32136 members 
Mstep: Class 16 contains 14394 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66311 members 
Mstep: Class 19 contains 68615 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11415 members 
Mstep: Class 32 contains 41709 members 
Mstep: Class 33 contains 35728 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16593 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45788 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6029 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7301 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85707 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41299 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 39429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118552.000000 Penalty: 133660.218750
Iteration 302Q: 66 clusters Score -1.111186e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18839 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46103 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32142 members 
Mstep: Class 16 contains 14393 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66300 members 
Mstep: Class 19 contains 68616 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11415 members 
Mstep: Class 32 contains 41719 members 
Mstep: Class 33 contains 35725 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50475 members 
Mstep: Class 36 contains 21403 members 
Mstep: Class 37 contains 16592 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45780 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6031 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 374 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85705 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41309 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 404 members 
Mstep: Class 65 contains 39429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118592.000000 Penalty: 133660.218750
Iteration 303Q: 66 clusters Score -1.111186e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46103 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32145 members 
Mstep: Class 16 contains 14392 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66289 members 
Mstep: Class 19 contains 68619 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17365 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11414 members 
Mstep: Class 32 contains 41727 members 
Mstep: Class 33 contains 35721 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50473 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16590 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45777 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6034 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 371 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85708 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41311 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 406 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118680.000000 Penalty: 133660.218750
Iteration 304Q: 66 clusters Score -1.111187e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 253 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46102 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32146 members 
Mstep: Class 16 contains 14391 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66283 members 
Mstep: Class 19 contains 68616 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11413 members 
Mstep: Class 32 contains 41736 members 
Mstep: Class 33 contains 35717 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50471 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16592 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 201 members 
Mstep: Class 42 contains 45772 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6035 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85711 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41315 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 285 members 
Mstep: Class 64 contains 407 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118832.000000 Penalty: 133660.218750
Iteration 305Q: 66 clusters Score -1.111188e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18845 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46100 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32146 members 
Mstep: Class 16 contains 14388 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66278 members 
Mstep: Class 19 contains 68621 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11412 members 
Mstep: Class 32 contains 41748 members 
Mstep: Class 33 contains 35711 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16593 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 204 members 
Mstep: Class 42 contains 45768 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 237 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6038 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 371 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85708 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41318 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 408 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118872.000000 Penalty: 133660.218750
Iteration 306Q: 66 clusters Score -1.111189e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18849 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46098 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32146 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66273 members 
Mstep: Class 19 contains 68621 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 175 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6298 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11410 members 
Mstep: Class 32 contains 41754 members 
Mstep: Class 33 contains 35707 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16593 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 205 members 
Mstep: Class 42 contains 45765 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 235 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6040 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85708 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5893 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41320 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 411 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118968.000000 Penalty: 133660.218750
Iteration 307Q: 66 clusters Score -1.11119e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18849 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46097 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32147 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66265 members 
Mstep: Class 19 contains 68620 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11407 members 
Mstep: Class 32 contains 41765 members 
Mstep: Class 33 contains 35704 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50466 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16591 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 204 members 
Mstep: Class 42 contains 45764 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 231 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6044 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 371 members 
Mstep: Class 54 contains 11288 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85710 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5894 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41322 members 
Mstep: Class 62 contains 313 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111118992.000000 Penalty: 133660.218750
Iteration 308Q: 66 clusters Score -1.11119e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 246 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46097 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32149 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66258 members 
Mstep: Class 19 contains 68619 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11403 members 
Mstep: Class 32 contains 41776 members 
Mstep: Class 33 contains 35700 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16593 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 203 members 
Mstep: Class 42 contains 45763 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 231 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6046 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 372 members 
Mstep: Class 54 contains 11288 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85703 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41323 members 
Mstep: Class 62 contains 314 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119024.000000 Penalty: 133660.218750
Iteration 309Q: 66 clusters Score -1.11119e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46094 members 
Mstep: Class 13 contains 11992 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66254 members 
Mstep: Class 19 contains 68623 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11400 members 
Mstep: Class 32 contains 41784 members 
Mstep: Class 33 contains 35695 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16595 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 45762 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6049 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 11288 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85700 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5897 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41324 members 
Mstep: Class 62 contains 315 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119032.000000 Penalty: 133660.218750
Iteration 310Q: 66 clusters Score -1.11119e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46087 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32149 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66249 members 
Mstep: Class 19 contains 68626 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 177 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 41797 members 
Mstep: Class 33 contains 35695 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16596 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 201 members 
Mstep: Class 42 contains 45759 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 11287 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85695 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5898 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41325 members 
Mstep: Class 62 contains 315 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119064.000000 Penalty: 133660.218750
Iteration 311Q: 66 clusters Score -1.111191e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46085 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32152 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66244 members 
Mstep: Class 19 contains 68629 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 178 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41808 members 
Mstep: Class 33 contains 35691 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16596 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45758 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85690 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41326 members 
Mstep: Class 62 contains 315 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119224.000000 Penalty: 133660.218750
Iteration 312Q: 66 clusters Score -1.111192e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18842 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46079 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32156 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66239 members 
Mstep: Class 19 contains 68634 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11400 members 
Mstep: Class 32 contains 41821 members 
Mstep: Class 33 contains 35687 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16598 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45757 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3189 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 384 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85683 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41329 members 
Mstep: Class 62 contains 313 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119352.000000 Penalty: 133660.218750
Iteration 313Q: 66 clusters Score -1.111194e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 232 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46077 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32159 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66235 members 
Mstep: Class 19 contains 68636 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11401 members 
Mstep: Class 32 contains 41839 members 
Mstep: Class 33 contains 35686 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16599 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 199 members 
Mstep: Class 42 contains 45754 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3188 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85669 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41331 members 
Mstep: Class 62 contains 314 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119544.000000 Penalty: 133660.218750
Iteration 314Q: 66 clusters Score -1.111195e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46072 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32162 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66233 members 
Mstep: Class 19 contains 68636 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 177 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11401 members 
Mstep: Class 32 contains 41863 members 
Mstep: Class 33 contains 35684 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16600 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 199 members 
Mstep: Class 42 contains 45751 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3188 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85656 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 316 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119584.000000 Penalty: 133660.218750
Iteration 315Q: 66 clusters Score -1.111196e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18843 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46066 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32161 members 
Mstep: Class 16 contains 14382 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66229 members 
Mstep: Class 19 contains 68639 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11401 members 
Mstep: Class 32 contains 41878 members 
Mstep: Class 33 contains 35681 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16600 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45752 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2785 members 
Mstep: Class 47 contains 3187 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85650 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 317 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119552.000000 Penalty: 133660.218750
Iteration 316Q: 66 clusters Score -1.111196e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18842 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46065 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32162 members 
Mstep: Class 16 contains 14383 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66220 members 
Mstep: Class 19 contains 68639 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11401 members 
Mstep: Class 32 contains 41888 members 
Mstep: Class 33 contains 35681 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 16601 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45753 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2784 members 
Mstep: Class 47 contains 3188 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6053 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85648 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 318 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119592.000000 Penalty: 133660.218750
Iteration 317Q: 66 clusters Score -1.111196e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18842 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 46065 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66212 members 
Mstep: Class 19 contains 68639 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41893 members 
Mstep: Class 33 contains 35675 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21405 members 
Mstep: Class 37 contains 16604 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45753 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2783 members 
Mstep: Class 47 contains 3190 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6056 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85651 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 316 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119640.000000 Penalty: 133660.218750
Iteration 318Q: 66 clusters Score -1.111196e+08 nChanged 36
Entering ConstructFrom: 
Score: -111119640.000000 Penalty: 133660.218750
Entering ConstructFrom: 
Trying to split cluster 1 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -358179.593750 Penalty: 1197.088135
	Iteration 0F: 2 clusters Score -358179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -355674.718750 Penalty: 2394.176270
	Iteration 0F: 3 clusters Score -355674.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -356342.437500 Penalty: 2394.176270
	Iteration 1F: 3 clusters Score -356342.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -356473.156250 Penalty: 2394.176270
	Iteration 2F: 3 clusters Score -356473.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -356543.625000 Penalty: 2394.176270
	Iteration 3Q: 3 clusters Score -356543.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -356591.718750 Penalty: 2394.176270
	Iteration 4Q: 3 clusters Score -356591.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -356626.593750 Penalty: 2394.176270
	Iteration 5Q: 3 clusters Score -356626.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -356659.625000 Penalty: 2394.176270
	Iteration 6Q: 3 clusters Score -356659.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356686.562500 Penalty: 2394.176270
	Iteration 7Q: 3 clusters Score -356686.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -356708.531250 Penalty: 2394.176270
	Iteration 8Q: 3 clusters Score -356708.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -356727.875000 Penalty: 2394.176270
	Iteration 9Q: 3 clusters Score -356727.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -356748.500000 Penalty: 2394.176270
	Iteration 10Q: 3 clusters Score -356748.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -356770.625000 Penalty: 2394.176270
	Iteration 11Q: 3 clusters Score -356770.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -356788.562500 Penalty: 2394.176270
	Iteration 12Q: 3 clusters Score -356788.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -356804.062500 Penalty: 2394.176270
	Iteration 13Q: 3 clusters Score -356804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -356824.281250 Penalty: 2394.176270
	Iteration 14Q: 3 clusters Score -356824.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -356850.000000 Penalty: 2394.176270
	Iteration 15Q: 3 clusters Score -356850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -356868.906250 Penalty: 2394.176270
	Iteration 16Q: 3 clusters Score -356868.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -356897.625000 Penalty: 2394.176270
	Iteration 17Q: 3 clusters Score -356897.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -356921.656250 Penalty: 2394.176270
	Iteration 18Q: 3 clusters Score -356921.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -356949.750000 Penalty: 2394.176270
	Iteration 19Q: 3 clusters Score -356949.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -356978.468750 Penalty: 2394.176270
	Iteration 20F: 3 clusters Score -356978.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -357007.093750 Penalty: 2394.176270
	Iteration 21Q: 3 clusters Score -357007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -357027.343750 Penalty: 2394.176270
	Iteration 22Q: 3 clusters Score -357027.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -357043.718750 Penalty: 2394.176270
	Iteration 23Q: 3 clusters Score -357043.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -357064.500000 Penalty: 2394.176270
	Iteration 24Q: 3 clusters Score -357064.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -357085.531250 Penalty: 2394.176270
	Iteration 25Q: 3 clusters Score -357085.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -357101.312500 Penalty: 2394.176270
	Iteration 26Q: 3 clusters Score -357101.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -357117.968750 Penalty: 2394.176270
	Iteration 27Q: 3 clusters Score -357118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -357127.812500 Penalty: 2394.176270
	Iteration 28Q: 3 clusters Score -357127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -357136.531250 Penalty: 2394.176270
	Iteration 29Q: 3 clusters Score -357136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -357146.312500 Penalty: 2394.176270
	Iteration 30Q: 3 clusters Score -357146.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -357153.406250 Penalty: 2394.176270
	Iteration 31Q: 3 clusters Score -357153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -357160.093750 Penalty: 2394.176270
	Iteration 32Q: 3 clusters Score -357160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -357166.250000 Penalty: 2394.176270
	Iteration 33Q: 3 clusters Score -357166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -357170.562500 Penalty: 2394.176270
	Iteration 34Q: 3 clusters Score -357170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -357174.093750 Penalty: 2394.176270
	Iteration 35Q: 3 clusters Score -357174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -357177.500000 Penalty: 2394.176270
	Iteration 36Q: 3 clusters Score -357177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -357179.125000 Penalty: 2394.176270
	Iteration 37Q: 3 clusters Score -357179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -357180.093750 Penalty: 2394.176270
	Iteration 38Q: 3 clusters Score -357180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -357182.218750 Penalty: 2394.176270
	Iteration 39Q: 3 clusters Score -357182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -357184.656250 Penalty: 2394.176270
	Iteration 40F: 3 clusters Score -357184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -357187.281250 Penalty: 2394.176270
	Iteration 41Q: 3 clusters Score -357187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -357189.156250 Penalty: 2394.176270
	Iteration 42Q: 3 clusters Score -357189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -357190.156250 Penalty: 2394.176270
	Iteration 43Q: 3 clusters Score -357190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -357193.187500 Penalty: 2394.176270
	Iteration 44Q: 3 clusters Score -357193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -357196.625000 Penalty: 2394.176270
	Iteration 45Q: 3 clusters Score -357196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -357199.375000 Penalty: 2394.176270
	Iteration 46Q: 3 clusters Score -357199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -357201.375000 Penalty: 2394.176270
	Iteration 47Q: 3 clusters Score -357201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -357203.875000 Penalty: 2394.176270
	Iteration 48Q: 3 clusters Score -357203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -357205.531250 Penalty: 2394.176270
	Iteration 49Q: 3 clusters Score -357205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -357210.343750 Penalty: 2394.176270
	Iteration 50Q: 3 clusters Score -357210.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -357220.968750 Penalty: 2394.176270
	Iteration 51Q: 3 clusters Score -357221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -357229.187500 Penalty: 2394.176270
	Iteration 52Q: 3 clusters Score -357229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -357232.281250 Penalty: 2394.176270
	Iteration 53Q: 3 clusters Score -357232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -357234.156250 Penalty: 2394.176270
	Iteration 54Q: 3 clusters Score -357234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -357236.718750 Penalty: 2394.176270
	Iteration 55Q: 3 clusters Score -357236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -357239.781250 Penalty: 2394.176270
	Iteration 56Q: 3 clusters Score -357239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357242.625000 Penalty: 2394.176270
	Iteration 57Q: 3 clusters Score -357242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357244.843750 Penalty: 2394.176270
	Iteration 58Q: 3 clusters Score -357244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -357246.312500 Penalty: 2394.176270
	Iteration 59Q: 3 clusters Score -357246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357247.781250 Penalty: 2394.176270
	Iteration 60F: 3 clusters Score -357247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357250.062500 Penalty: 2394.176270
	Iteration 61Q: 3 clusters Score -357250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -357249.593750 Penalty: 2394.176270
	Iteration 62Q: 3 clusters Score -357249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -357250.156250 Penalty: 2394.176270
	Iteration 63Q: 3 clusters Score -357250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -357250.500000 Penalty: 2394.176270
	Iteration 64Q: 3 clusters Score -357250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -357250.500000 Penalty: 2394.176270
	Iteration 65F: 3 clusters Score -357250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Entering Unmasked Estep 
Score: -741532.437500 Penalty: 1300.728638
	Iteration 0F: 2 clusters Score -741532.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -737042.937500 Penalty: 2601.457275
	Iteration 0F: 3 clusters Score -737042.9 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -738477.000000 Penalty: 2601.457275
	Iteration 1F: 3 clusters Score -738477 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -738734.187500 Penalty: 2601.457275
	Iteration 2F: 3 clusters Score -738734.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -738909.000000 Penalty: 2601.457275
	Iteration 3F: 3 clusters Score -738909 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -739040.687500 Penalty: 2601.457275
	Iteration 4Q: 3 clusters Score -739040.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -739165.625000 Penalty: 2601.457275
	Iteration 5Q: 3 clusters Score -739165.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -739265.125000 Penalty: 2601.457275
	Iteration 6Q: 3 clusters Score -739265.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -739367.187500 Penalty: 2601.457275
	Iteration 7Q: 3 clusters Score -739367.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -739468.687500 Penalty: 2601.457275
	Iteration 8Q: 3 clusters Score -739468.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -739578.750000 Penalty: 2601.457275
	Iteration 9Q: 3 clusters Score -739578.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -739688.937500 Penalty: 2601.457275
	Iteration 10Q: 3 clusters Score -739688.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -739787.937500 Penalty: 2601.457275
	Iteration 11Q: 3 clusters Score -739787.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -739882.062500 Penalty: 2601.457275
	Iteration 12Q: 3 clusters Score -739882.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -739976.062500 Penalty: 2601.457275
	Iteration 13Q: 3 clusters Score -739976.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -740064.875000 Penalty: 2601.457275
	Iteration 14Q: 3 clusters Score -740064.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -740143.875000 Penalty: 2601.457275
	Iteration 15Q: 3 clusters Score -740143.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -740223.750000 Penalty: 2601.457275
	Iteration 16Q: 3 clusters Score -740223.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -740306.312500 Penalty: 2601.457275
	Iteration 17Q: 3 clusters Score -740306.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -740386.750000 Penalty: 2601.457275
	Iteration 18Q: 3 clusters Score -740386.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -740456.875000 Penalty: 2601.457275
	Iteration 19Q: 3 clusters Score -740456.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -740493.625000 Penalty: 2601.457275
	Iteration 20F: 3 clusters Score -740493.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -740520.062500 Penalty: 2601.457275
	Iteration 21Q: 3 clusters Score -740520.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -740536.500000 Penalty: 2601.457275
	Iteration 22Q: 3 clusters Score -740536.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -740556.375000 Penalty: 2601.457275
	Iteration 23Q: 3 clusters Score -740556.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -740573.125000 Penalty: 2601.457275
	Iteration 24Q: 3 clusters Score -740573.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -740580.500000 Penalty: 2601.457275
	Iteration 25Q: 3 clusters Score -740580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -740592.062500 Penalty: 2601.457275
	Iteration 26Q: 3 clusters Score -740592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -740602.812500 Penalty: 2601.457275
	Iteration 27Q: 3 clusters Score -740602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -740607.687500 Penalty: 2601.457275
	Iteration 28Q: 3 clusters Score -740607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -740609.125000 Penalty: 2601.457275
	Iteration 29Q: 3 clusters Score -740609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -740612.750000 Penalty: 2601.457275
	Iteration 30Q: 3 clusters Score -740612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -740621.375000 Penalty: 2601.457275
	Iteration 31Q: 3 clusters Score -740621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -740625.562500 Penalty: 2601.457275
	Iteration 32Q: 3 clusters Score -740625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -740630.812500 Penalty: 2601.457275
	Iteration 33Q: 3 clusters Score -740630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -740635.125000 Penalty: 2601.457275
	Iteration 34Q: 3 clusters Score -740635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -740638.812500 Penalty: 2601.457275
	Iteration 35Q: 3 clusters Score -740638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -740641.062500 Penalty: 2601.457275
	Iteration 36Q: 3 clusters Score -740641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -740643.375000 Penalty: 2601.457275
	Iteration 37Q: 3 clusters Score -740643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -740646.125000 Penalty: 2601.457275
	Iteration 38Q: 3 clusters Score -740646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -740647.375000 Penalty: 2601.457275
	Iteration 39Q: 3 clusters Score -740647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -740647.187500 Penalty: 2601.457275
	Iteration 40F: 3 clusters Score -740647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -740647.312500 Penalty: 2601.457275
	Iteration 41Q: 3 clusters Score -740647.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -740647.312500 Penalty: 2601.457275
	Iteration 42F: 3 clusters Score -740647.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -194079.265625 Penalty: 1110.292114
	Iteration 0F: 2 clusters Score -194079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -192352.500000 Penalty: 2220.584229
	Iteration 0F: 3 clusters Score -192352.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -192746.593750 Penalty: 2220.584229
	Iteration 1F: 3 clusters Score -192746.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192853.046875 Penalty: 2220.584229
	Iteration 2F: 3 clusters Score -192853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -192907.671875 Penalty: 2220.584229
	Iteration 3Q: 3 clusters Score -192907.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -192942.234375 Penalty: 2220.584229
	Iteration 4Q: 3 clusters Score -192942.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -192963.578125 Penalty: 2220.584229
	Iteration 5Q: 3 clusters Score -192963.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -192971.750000 Penalty: 2220.584229
	Iteration 6Q: 3 clusters Score -192971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -192979.625000 Penalty: 2220.584229
	Iteration 7Q: 3 clusters Score -192979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -192986.625000 Penalty: 2220.584229
	Iteration 8Q: 3 clusters Score -192986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -192992.078125 Penalty: 2220.584229
	Iteration 9Q: 3 clusters Score -192992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -192999.812500 Penalty: 2220.584229
	Iteration 10Q: 3 clusters Score -192999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193007.906250 Penalty: 2220.584229
	Iteration 11Q: 3 clusters Score -193007.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -193017.484375 Penalty: 2220.584229
	Iteration 12Q: 3 clusters Score -193017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -193026.500000 Penalty: 2220.584229
	Iteration 13Q: 3 clusters Score -193026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -193035.796875 Penalty: 2220.584229
	Iteration 14Q: 3 clusters Score -193035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -193039.906250 Penalty: 2220.584229
	Iteration 15Q: 3 clusters Score -193039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -193040.109375 Penalty: 2220.584229
	Iteration 16Q: 3 clusters Score -193040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193040.359375 Penalty: 2220.584229
	Iteration 17Q: 3 clusters Score -193040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193040.359375 Penalty: 2220.584229
	Iteration 18F: 3 clusters Score -193040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -243897.000000 Penalty: 1151.940186
	Iteration 0F: 2 clusters Score -243897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241852.734375 Penalty: 2303.880371
	Iteration 0F: 3 clusters Score -241852.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242361.156250 Penalty: 2303.880371
	Iteration 1F: 3 clusters Score -242361.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -242548.265625 Penalty: 2303.880371
	Iteration 2F: 3 clusters Score -242548.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242682.078125 Penalty: 2303.880371
	Iteration 3Q: 3 clusters Score -242682.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242779.921875 Penalty: 2303.880371
	Iteration 4Q: 3 clusters Score -242779.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242848.515625 Penalty: 2303.880371
	Iteration 5Q: 3 clusters Score -242848.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -242924.437500 Penalty: 2303.880371
	Iteration 6Q: 3 clusters Score -242924.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242963.828125 Penalty: 2303.880371
	Iteration 7Q: 3 clusters Score -242963.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -242992.000000 Penalty: 2303.880371
	Iteration 8Q: 3 clusters Score -242992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243010.375000 Penalty: 2303.880371
	Iteration 9Q: 3 clusters Score -243010.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243026.734375 Penalty: 2303.880371
	Iteration 10Q: 3 clusters Score -243026.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243040.531250 Penalty: 2303.880371
	Iteration 11Q: 3 clusters Score -243040.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243053.796875 Penalty: 2303.880371
	Iteration 12Q: 3 clusters Score -243053.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243066.687500 Penalty: 2303.880371
	Iteration 13Q: 3 clusters Score -243066.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243078.453125 Penalty: 2303.880371
	Iteration 14Q: 3 clusters Score -243078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243087.718750 Penalty: 2303.880371
	Iteration 15Q: 3 clusters Score -243087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243095.609375 Penalty: 2303.880371
	Iteration 16Q: 3 clusters Score -243095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243100.078125 Penalty: 2303.880371
	Iteration 17Q: 3 clusters Score -243100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243107.171875 Penalty: 2303.880371
	Iteration 18Q: 3 clusters Score -243107.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243118.625000 Penalty: 2303.880371
	Iteration 19Q: 3 clusters Score -243118.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -243128.796875 Penalty: 2303.880371
	Iteration 20F: 3 clusters Score -243128.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -243136.906250 Penalty: 2303.880371
	Iteration 21Q: 3 clusters Score -243136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -243141.515625 Penalty: 2303.880371
	Iteration 22Q: 3 clusters Score -243141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -243145.406250 Penalty: 2303.880371
	Iteration 23Q: 3 clusters Score -243145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -243150.093750 Penalty: 2303.880371
	Iteration 24Q: 3 clusters Score -243150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -243153.906250 Penalty: 2303.880371
	Iteration 25Q: 3 clusters Score -243153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -243158.671875 Penalty: 2303.880371
	Iteration 26Q: 3 clusters Score -243158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243163.625000 Penalty: 2303.880371
	Iteration 27Q: 3 clusters Score -243163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243170.546875 Penalty: 2303.880371
	Iteration 28Q: 3 clusters Score -243170.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -243176.484375 Penalty: 2303.880371
	Iteration 29Q: 3 clusters Score -243176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243183.156250 Penalty: 2303.880371
	Iteration 30Q: 3 clusters Score -243183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -243187.406250 Penalty: 2303.880371
	Iteration 31Q: 3 clusters Score -243187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243194.109375 Penalty: 2303.880371
	Iteration 32Q: 3 clusters Score -243194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -243202.500000 Penalty: 2303.880371
	Iteration 33Q: 3 clusters Score -243202.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243218.234375 Penalty: 2303.880371
	Iteration 34Q: 3 clusters Score -243218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243233.484375 Penalty: 2303.880371
	Iteration 35Q: 3 clusters Score -243233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -243243.796875 Penalty: 2303.880371
	Iteration 36Q: 3 clusters Score -243243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -243256.015625 Penalty: 2303.880371
	Iteration 37Q: 3 clusters Score -243256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -243267.265625 Penalty: 2303.880371
	Iteration 38Q: 3 clusters Score -243267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243273.125000 Penalty: 2303.880371
	Iteration 39Q: 3 clusters Score -243273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243275.750000 Penalty: 2303.880371
	Iteration 40F: 3 clusters Score -243275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243277.921875 Penalty: 2303.880371
	Iteration 41Q: 3 clusters Score -243277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243278.859375 Penalty: 2303.880371
	Iteration 42Q: 3 clusters Score -243278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243280.968750 Penalty: 2303.880371
	Iteration 43Q: 3 clusters Score -243281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243281.078125 Penalty: 2303.880371
	Iteration 44Q: 3 clusters Score -243281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243281.078125 Penalty: 2303.880371
	Iteration 45F: 3 clusters Score -243281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -757456.250000 Penalty: 1323.934448
	Iteration 0F: 2 clusters Score -757456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -752337.187500 Penalty: 2647.868896
	Iteration 0F: 3 clusters Score -752337.2 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -753982.187500 Penalty: 2647.868896
	Iteration 1F: 3 clusters Score -753982.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -754340.125000 Penalty: 2647.868896
	Iteration 2F: 3 clusters Score -754340.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -754624.687500 Penalty: 2647.868896
	Iteration 3F: 3 clusters Score -754624.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -754820.312500 Penalty: 2647.868896
	Iteration 4Q: 3 clusters Score -754820.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -754961.875000 Penalty: 2647.868896
	Iteration 5Q: 3 clusters Score -754961.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -755115.187500 Penalty: 2647.868896
	Iteration 6Q: 3 clusters Score -755115.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -755258.500000 Penalty: 2647.868896
	Iteration 7Q: 3 clusters Score -755258.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -755385.000000 Penalty: 2647.868896
	Iteration 8Q: 3 clusters Score -755385 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -755527.875000 Penalty: 2647.868896
	Iteration 9Q: 3 clusters Score -755527.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -755664.125000 Penalty: 2647.868896
	Iteration 10Q: 3 clusters Score -755664.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -755796.500000 Penalty: 2647.868896
	Iteration 11Q: 3 clusters Score -755796.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -755936.250000 Penalty: 2647.868896
	Iteration 12Q: 3 clusters Score -755936.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -756076.062500 Penalty: 2647.868896
	Iteration 13Q: 3 clusters Score -756076.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -756214.750000 Penalty: 2647.868896
	Iteration 14Q: 3 clusters Score -756214.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -756318.937500 Penalty: 2647.868896
	Iteration 15Q: 3 clusters Score -756318.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -756384.937500 Penalty: 2647.868896
	Iteration 16Q: 3 clusters Score -756384.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -756435.687500 Penalty: 2647.868896
	Iteration 17Q: 3 clusters Score -756435.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -756481.625000 Penalty: 2647.868896
	Iteration 18Q: 3 clusters Score -756481.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -756511.437500 Penalty: 2647.868896
	Iteration 19Q: 3 clusters Score -756511.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -756531.437500 Penalty: 2647.868896
	Iteration 20F: 3 clusters Score -756531.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -756556.625000 Penalty: 2647.868896
	Iteration 21Q: 3 clusters Score -756556.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -756581.687500 Penalty: 2647.868896
	Iteration 22Q: 3 clusters Score -756581.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -756609.687500 Penalty: 2647.868896
	Iteration 23Q: 3 clusters Score -756609.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -756643.937500 Penalty: 2647.868896
	Iteration 24Q: 3 clusters Score -756643.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -756680.937500 Penalty: 2647.868896
	Iteration 25Q: 3 clusters Score -756680.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -756715.562500 Penalty: 2647.868896
	Iteration 26Q: 3 clusters Score -756715.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -756755.812500 Penalty: 2647.868896
	Iteration 27Q: 3 clusters Score -756755.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -756803.875000 Penalty: 2647.868896
	Iteration 28Q: 3 clusters Score -756803.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -756863.500000 Penalty: 2647.868896
	Iteration 29Q: 3 clusters Score -756863.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -756931.437500 Penalty: 2647.868896
	Iteration 30Q: 3 clusters Score -756931.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -756994.875000 Penalty: 2647.868896
	Iteration 31Q: 3 clusters Score -756994.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -757045.062500 Penalty: 2647.868896
	Iteration 32Q: 3 clusters Score -757045.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -757088.125000 Penalty: 2647.868896
	Iteration 33Q: 3 clusters Score -757088.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -757129.125000 Penalty: 2647.868896
	Iteration 34Q: 3 clusters Score -757129.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -757163.750000 Penalty: 2647.868896
	Iteration 35Q: 3 clusters Score -757163.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -757194.000000 Penalty: 2647.868896
	Iteration 36Q: 3 clusters Score -757194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -757218.875000 Penalty: 2647.868896
	Iteration 37Q: 3 clusters Score -757218.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -757238.687500 Penalty: 2647.868896
	Iteration 38Q: 3 clusters Score -757238.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -757251.000000 Penalty: 2647.868896
	Iteration 39Q: 3 clusters Score -757251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -757265.187500 Penalty: 2647.868896
	Iteration 40F: 3 clusters Score -757265.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -757273.625000 Penalty: 2647.868896
	Iteration 41Q: 3 clusters Score -757273.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -757278.500000 Penalty: 2647.868896
	Iteration 42Q: 3 clusters Score -757278.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -757283.750000 Penalty: 2647.868896
	Iteration 43Q: 3 clusters Score -757283.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -757287.625000 Penalty: 2647.868896
	Iteration 44Q: 3 clusters Score -757287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -757291.375000 Penalty: 2647.868896
	Iteration 45Q: 3 clusters Score -757291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -757293.062500 Penalty: 2647.868896
	Iteration 46Q: 3 clusters Score -757293.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -757296.437500 Penalty: 2647.868896
	Iteration 47Q: 3 clusters Score -757296.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -757302.437500 Penalty: 2647.868896
	Iteration 48Q: 3 clusters Score -757302.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -757309.625000 Penalty: 2647.868896
	Iteration 49Q: 3 clusters Score -757309.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -757318.937500 Penalty: 2647.868896
	Iteration 50Q: 3 clusters Score -757318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -757325.437500 Penalty: 2647.868896
	Iteration 51Q: 3 clusters Score -757325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -757328.437500 Penalty: 2647.868896
	Iteration 52Q: 3 clusters Score -757328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -757333.125000 Penalty: 2647.868896
	Iteration 53Q: 3 clusters Score -757333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -757334.937500 Penalty: 2647.868896
	Iteration 54Q: 3 clusters Score -757334.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -757339.125000 Penalty: 2647.868896
	Iteration 55Q: 3 clusters Score -757339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -757342.062500 Penalty: 2647.868896
	Iteration 56Q: 3 clusters Score -757342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -757342.625000 Penalty: 2647.868896
	Iteration 57Q: 3 clusters Score -757342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -757342.062500 Penalty: 2647.868896
	Iteration 58Q: 3 clusters Score -757342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -757343.625000 Penalty: 2647.868896
	Iteration 59Q: 3 clusters Score -757343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -757346.125000 Penalty: 2647.868896
	Iteration 60F: 3 clusters Score -757346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -757346.312500 Penalty: 2647.868896
	Iteration 61Q: 3 clusters Score -757346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -757348.250000 Penalty: 2647.868896
	Iteration 62Q: 3 clusters Score -757348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -757352.562500 Penalty: 2647.868896
	Iteration 63Q: 3 clusters Score -757352.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -757360.125000 Penalty: 2647.868896
	Iteration 64Q: 3 clusters Score -757360.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -757366.500000 Penalty: 2647.868896
	Iteration 65Q: 3 clusters Score -757366.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -757371.687500 Penalty: 2647.868896
	Iteration 66Q: 3 clusters Score -757371.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -757383.875000 Penalty: 2647.868896
	Iteration 67Q: 3 clusters Score -757383.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -757389.562500 Penalty: 2647.868896
	Iteration 68Q: 3 clusters Score -757389.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -757401.562500 Penalty: 2647.868896
	Iteration 69Q: 3 clusters Score -757401.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -757409.062500 Penalty: 2647.868896
	Iteration 70Q: 3 clusters Score -757409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -757414.187500 Penalty: 2647.868896
	Iteration 71Q: 3 clusters Score -757414.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -757419.562500 Penalty: 2647.868896
	Iteration 72Q: 3 clusters Score -757419.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -757424.250000 Penalty: 2647.868896
	Iteration 73Q: 3 clusters Score -757424.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -757431.062500 Penalty: 2647.868896
	Iteration 74Q: 3 clusters Score -757431.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -757433.562500 Penalty: 2647.868896
	Iteration 75Q: 3 clusters Score -757433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -757436.937500 Penalty: 2647.868896
	Iteration 76Q: 3 clusters Score -757436.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -757444.875000 Penalty: 2647.868896
	Iteration 77Q: 3 clusters Score -757444.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -757450.937500 Penalty: 2647.868896
	Iteration 78Q: 3 clusters Score -757450.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -757453.500000 Penalty: 2647.868896
	Iteration 79Q: 3 clusters Score -757453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -757458.937500 Penalty: 2647.868896
	Iteration 80F: 3 clusters Score -757458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -757461.687500 Penalty: 2647.868896
	Iteration 81Q: 3 clusters Score -757461.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -757464.312500 Penalty: 2647.868896
	Iteration 82Q: 3 clusters Score -757464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -757467.125000 Penalty: 2647.868896
	Iteration 83Q: 3 clusters Score -757467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -757466.812500 Penalty: 2647.868896
	Iteration 84Q: 3 clusters Score -757466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -757467.687500 Penalty: 2647.868896
	Iteration 85Q: 3 clusters Score -757467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -757469.500000 Penalty: 2647.868896
	Iteration 86Q: 3 clusters Score -757469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -757469.375000 Penalty: 2647.868896
	Iteration 87Q: 3 clusters Score -757469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -757469.375000 Penalty: 2647.868896
	Iteration 88F: 3 clusters Score -757469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18843 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 46065 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66203 members 
Mstep: Class 19 contains 68635 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 41897 members 
Mstep: Class 33 contains 35673 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21405 members 
Mstep: Class 37 contains 16604 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45753 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2783 members 
Mstep: Class 47 contains 3192 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85657 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 39431 members 
Mstep: Class 66 contains 5164 members 
Entering Unmasked Estep 
Score: -111118888.000000 Penalty: 135716.546875
Splitting cluster 5 changes total score from -111119640.000000 to -111118888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -377249.500000 Penalty: 1211.192261
	Iteration 0F: 2 clusters Score -377249.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374580.031250 Penalty: 2422.384521
	Iteration 0F: 3 clusters Score -374580 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -375298.156250 Penalty: 2422.384521
	Iteration 1F: 3 clusters Score -375298.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -375435.000000 Penalty: 2422.384521
	Iteration 2F: 3 clusters Score -375435 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -375506.500000 Penalty: 2422.384521
	Iteration 3Q: 3 clusters Score -375506.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375555.250000 Penalty: 2422.384521
	Iteration 4Q: 3 clusters Score -375555.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -375590.531250 Penalty: 2422.384521
	Iteration 5Q: 3 clusters Score -375590.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -375616.468750 Penalty: 2422.384521
	Iteration 6Q: 3 clusters Score -375616.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -375640.156250 Penalty: 2422.384521
	Iteration 7Q: 3 clusters Score -375640.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -375659.468750 Penalty: 2422.384521
	Iteration 8Q: 3 clusters Score -375659.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -375674.281250 Penalty: 2422.384521
	Iteration 9Q: 3 clusters Score -375674.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -375689.156250 Penalty: 2422.384521
	Iteration 10Q: 3 clusters Score -375689.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -375701.125000 Penalty: 2422.384521
	Iteration 11Q: 3 clusters Score -375701.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -375712.562500 Penalty: 2422.384521
	Iteration 12Q: 3 clusters Score -375712.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -375724.625000 Penalty: 2422.384521
	Iteration 13Q: 3 clusters Score -375724.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -375736.343750 Penalty: 2422.384521
	Iteration 14Q: 3 clusters Score -375736.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -375750.406250 Penalty: 2422.384521
	Iteration 15Q: 3 clusters Score -375750.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -375764.062500 Penalty: 2422.384521
	Iteration 16Q: 3 clusters Score -375764.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -375774.656250 Penalty: 2422.384521
	Iteration 17Q: 3 clusters Score -375774.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -375787.937500 Penalty: 2422.384521
	Iteration 18Q: 3 clusters Score -375787.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -375798.593750 Penalty: 2422.384521
	Iteration 19Q: 3 clusters Score -375798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -375807.218750 Penalty: 2422.384521
	Iteration 20F: 3 clusters Score -375807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -375817.843750 Penalty: 2422.384521
	Iteration 21Q: 3 clusters Score -375817.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -375827.187500 Penalty: 2422.384521
	Iteration 22Q: 3 clusters Score -375827.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -375833.437500 Penalty: 2422.384521
	Iteration 23Q: 3 clusters Score -375833.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -375842.125000 Penalty: 2422.384521
	Iteration 24Q: 3 clusters Score -375842.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -375850.312500 Penalty: 2422.384521
	Iteration 25Q: 3 clusters Score -375850.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -375856.093750 Penalty: 2422.384521
	Iteration 26Q: 3 clusters Score -375856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -375860.250000 Penalty: 2422.384521
	Iteration 27Q: 3 clusters Score -375860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -375863.281250 Penalty: 2422.384521
	Iteration 28Q: 3 clusters Score -375863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -375866.531250 Penalty: 2422.384521
	Iteration 29Q: 3 clusters Score -375866.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -375870.562500 Penalty: 2422.384521
	Iteration 30Q: 3 clusters Score -375870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -375876.718750 Penalty: 2422.384521
	Iteration 31Q: 3 clusters Score -375876.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -375883.218750 Penalty: 2422.384521
	Iteration 32Q: 3 clusters Score -375883.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -375891.187500 Penalty: 2422.384521
	Iteration 33Q: 3 clusters Score -375891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -375900.781250 Penalty: 2422.384521
	Iteration 34Q: 3 clusters Score -375900.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -375911.406250 Penalty: 2422.384521
	Iteration 35Q: 3 clusters Score -375911.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -375922.593750 Penalty: 2422.384521
	Iteration 36Q: 3 clusters Score -375922.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -375937.812500 Penalty: 2422.384521
	Iteration 37Q: 3 clusters Score -375937.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -375947.406250 Penalty: 2422.384521
	Iteration 38Q: 3 clusters Score -375947.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -375960.562500 Penalty: 2422.384521
	Iteration 39Q: 3 clusters Score -375960.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -375968.718750 Penalty: 2422.384521
	Iteration 40F: 3 clusters Score -375968.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -375978.343750 Penalty: 2422.384521
	Iteration 41Q: 3 clusters Score -375978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -375986.281250 Penalty: 2422.384521
	Iteration 42Q: 3 clusters Score -375986.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -375993.312500 Penalty: 2422.384521
	Iteration 43Q: 3 clusters Score -375993.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -376001.093750 Penalty: 2422.384521
	Iteration 44Q: 3 clusters Score -376001.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -376006.031250 Penalty: 2422.384521
	Iteration 45Q: 3 clusters Score -376006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -376011.343750 Penalty: 2422.384521
	Iteration 46Q: 3 clusters Score -376011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -376013.625000 Penalty: 2422.384521
	Iteration 47Q: 3 clusters Score -376013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -376015.281250 Penalty: 2422.384521
	Iteration 48Q: 3 clusters Score -376015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -376016.156250 Penalty: 2422.384521
	Iteration 49Q: 3 clusters Score -376016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -376017.156250 Penalty: 2422.384521
	Iteration 50Q: 3 clusters Score -376017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -376017.312500 Penalty: 2422.384521
	Iteration 51Q: 3 clusters Score -376017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -376018.468750 Penalty: 2422.384521
	Iteration 52Q: 3 clusters Score -376018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -376018.468750 Penalty: 2422.384521
	Iteration 53F: 3 clusters Score -376018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20130.103516 Penalty: 809.186218
	Iteration 0F: 2 clusters Score -20130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19499.679688 Penalty: 1618.372437
	Iteration 0F: 3 clusters Score -19499.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19636.750000 Penalty: 1618.372437
	Iteration 1F: 3 clusters Score -19636.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19934.597656 Penalty: 1618.372437
	Iteration 2Q: 3 clusters Score -19934.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20032.091797 Penalty: 1618.372437
	Iteration 3F: 3 clusters Score -20032.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20073.283203 Penalty: 1618.372437
	Iteration 4Q: 3 clusters Score -20073.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20091.521484 Penalty: 1618.372437
	Iteration 5Q: 3 clusters Score -20091.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20101.927734 Penalty: 1618.372437
	Iteration 6Q: 3 clusters Score -20101.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20101.927734 Penalty: 1618.372437
	Iteration 7F: 3 clusters Score -20101.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -480407.875000 Penalty: 1249.817383
	Iteration 0F: 2 clusters Score -480407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -477056.468750 Penalty: 2499.634766
	Iteration 0F: 3 clusters Score -477056.5 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -478011.656250 Penalty: 2499.634766
	Iteration 1F: 3 clusters Score -478011.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -478208.781250 Penalty: 2499.634766
	Iteration 2F: 3 clusters Score -478208.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -478338.812500 Penalty: 2499.634766
	Iteration 3F: 3 clusters Score -478338.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -478419.718750 Penalty: 2499.634766
	Iteration 4Q: 3 clusters Score -478419.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -478488.875000 Penalty: 2499.634766
	Iteration 5Q: 3 clusters Score -478488.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -478546.750000 Penalty: 2499.634766
	Iteration 6Q: 3 clusters Score -478546.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -478599.437500 Penalty: 2499.634766
	Iteration 7Q: 3 clusters Score -478599.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -478644.437500 Penalty: 2499.634766
	Iteration 8Q: 3 clusters Score -478644.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -478679.187500 Penalty: 2499.634766
	Iteration 9Q: 3 clusters Score -478679.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -478723.781250 Penalty: 2499.634766
	Iteration 10Q: 3 clusters Score -478723.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -478770.187500 Penalty: 2499.634766
	Iteration 11Q: 3 clusters Score -478770.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -478805.468750 Penalty: 2499.634766
	Iteration 12Q: 3 clusters Score -478805.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -478844.250000 Penalty: 2499.634766
	Iteration 13Q: 3 clusters Score -478844.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -478880.375000 Penalty: 2499.634766
	Iteration 14Q: 3 clusters Score -478880.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -478913.906250 Penalty: 2499.634766
	Iteration 15Q: 3 clusters Score -478913.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -478948.406250 Penalty: 2499.634766
	Iteration 16Q: 3 clusters Score -478948.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -478976.093750 Penalty: 2499.634766
	Iteration 17Q: 3 clusters Score -478976.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478995.218750 Penalty: 2499.634766
	Iteration 18Q: 3 clusters Score -478995.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -479011.843750 Penalty: 2499.634766
	Iteration 19Q: 3 clusters Score -479011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -479026.468750 Penalty: 2499.634766
	Iteration 20F: 3 clusters Score -479026.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -479046.875000 Penalty: 2499.634766
	Iteration 21Q: 3 clusters Score -479046.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -479062.875000 Penalty: 2499.634766
	Iteration 22Q: 3 clusters Score -479062.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -479075.843750 Penalty: 2499.634766
	Iteration 23Q: 3 clusters Score -479075.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -479090.156250 Penalty: 2499.634766
	Iteration 24Q: 3 clusters Score -479090.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -479106.718750 Penalty: 2499.634766
	Iteration 25Q: 3 clusters Score -479106.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -479122.718750 Penalty: 2499.634766
	Iteration 26Q: 3 clusters Score -479122.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -479143.750000 Penalty: 2499.634766
	Iteration 27Q: 3 clusters Score -479143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -479160.250000 Penalty: 2499.634766
	Iteration 28Q: 3 clusters Score -479160.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -479182.093750 Penalty: 2499.634766
	Iteration 29Q: 3 clusters Score -479182.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -479207.531250 Penalty: 2499.634766
	Iteration 30Q: 3 clusters Score -479207.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -479237.281250 Penalty: 2499.634766
	Iteration 31Q: 3 clusters Score -479237.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -479263.031250 Penalty: 2499.634766
	Iteration 32Q: 3 clusters Score -479263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -479282.875000 Penalty: 2499.634766
	Iteration 33Q: 3 clusters Score -479282.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -479305.968750 Penalty: 2499.634766
	Iteration 34Q: 3 clusters Score -479306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -479339.406250 Penalty: 2499.634766
	Iteration 35Q: 3 clusters Score -479339.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -479383.000000 Penalty: 2499.634766
	Iteration 36Q: 3 clusters Score -479383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -479413.000000 Penalty: 2499.634766
	Iteration 37Q: 3 clusters Score -479413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -479442.500000 Penalty: 2499.634766
	Iteration 38Q: 3 clusters Score -479442.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -479473.375000 Penalty: 2499.634766
	Iteration 39Q: 3 clusters Score -479473.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -479500.562500 Penalty: 2499.634766
	Iteration 40F: 3 clusters Score -479500.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -479519.156250 Penalty: 2499.634766
	Iteration 41Q: 3 clusters Score -479519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -479540.375000 Penalty: 2499.634766
	Iteration 42Q: 3 clusters Score -479540.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -479557.375000 Penalty: 2499.634766
	Iteration 43Q: 3 clusters Score -479557.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -479578.656250 Penalty: 2499.634766
	Iteration 44Q: 3 clusters Score -479578.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -479596.468750 Penalty: 2499.634766
	Iteration 45Q: 3 clusters Score -479596.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -479615.343750 Penalty: 2499.634766
	Iteration 46Q: 3 clusters Score -479615.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -479634.281250 Penalty: 2499.634766
	Iteration 47Q: 3 clusters Score -479634.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -479652.250000 Penalty: 2499.634766
	Iteration 48Q: 3 clusters Score -479652.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -479670.375000 Penalty: 2499.634766
	Iteration 49Q: 3 clusters Score -479670.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -479690.343750 Penalty: 2499.634766
	Iteration 50Q: 3 clusters Score -479690.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -479707.468750 Penalty: 2499.634766
	Iteration 51Q: 3 clusters Score -479707.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -479716.187500 Penalty: 2499.634766
	Iteration 52Q: 3 clusters Score -479716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -479720.281250 Penalty: 2499.634766
	Iteration 53Q: 3 clusters Score -479720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -479721.625000 Penalty: 2499.634766
	Iteration 54Q: 3 clusters Score -479721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -479724.000000 Penalty: 2499.634766
	Iteration 55Q: 3 clusters Score -479724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -479726.156250 Penalty: 2499.634766
	Iteration 56Q: 3 clusters Score -479726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -479727.437500 Penalty: 2499.634766
	Iteration 57Q: 3 clusters Score -479727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -479728.937500 Penalty: 2499.634766
	Iteration 58Q: 3 clusters Score -479728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -479728.937500 Penalty: 2499.634766
	Iteration 59F: 3 clusters Score -479728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -572120.312500 Penalty: 1270.741943
	Iteration 0F: 2 clusters Score -572120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -568347.625000 Penalty: 2541.483887
	Iteration 0F: 3 clusters Score -568347.6 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -569441.250000 Penalty: 2541.483887
	Iteration 1F: 3 clusters Score -569441.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -569668.562500 Penalty: 2541.483887
	Iteration 2F: 3 clusters Score -569668.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -569814.625000 Penalty: 2541.483887
	Iteration 3F: 3 clusters Score -569814.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -569928.000000 Penalty: 2541.483887
	Iteration 4Q: 3 clusters Score -569928 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -570024.937500 Penalty: 2541.483887
	Iteration 5Q: 3 clusters Score -570024.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -570116.562500 Penalty: 2541.483887
	Iteration 6Q: 3 clusters Score -570116.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -570203.687500 Penalty: 2541.483887
	Iteration 7Q: 3 clusters Score -570203.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -570295.750000 Penalty: 2541.483887
	Iteration 8Q: 3 clusters Score -570295.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -570390.062500 Penalty: 2541.483887
	Iteration 9Q: 3 clusters Score -570390.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -570478.562500 Penalty: 2541.483887
	Iteration 10Q: 3 clusters Score -570478.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -570572.187500 Penalty: 2541.483887
	Iteration 11Q: 3 clusters Score -570572.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -570653.812500 Penalty: 2541.483887
	Iteration 12Q: 3 clusters Score -570653.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -570729.437500 Penalty: 2541.483887
	Iteration 13Q: 3 clusters Score -570729.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -570799.312500 Penalty: 2541.483887
	Iteration 14Q: 3 clusters Score -570799.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -570859.500000 Penalty: 2541.483887
	Iteration 15Q: 3 clusters Score -570859.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -570915.000000 Penalty: 2541.483887
	Iteration 16Q: 3 clusters Score -570915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -570960.250000 Penalty: 2541.483887
	Iteration 17Q: 3 clusters Score -570960.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -570995.625000 Penalty: 2541.483887
	Iteration 18Q: 3 clusters Score -570995.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -571024.375000 Penalty: 2541.483887
	Iteration 19Q: 3 clusters Score -571024.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -571050.062500 Penalty: 2541.483887
	Iteration 20F: 3 clusters Score -571050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -571064.562500 Penalty: 2541.483887
	Iteration 21Q: 3 clusters Score -571064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -571074.062500 Penalty: 2541.483887
	Iteration 22Q: 3 clusters Score -571074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -571077.750000 Penalty: 2541.483887
	Iteration 23Q: 3 clusters Score -571077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -571077.812500 Penalty: 2541.483887
	Iteration 24Q: 3 clusters Score -571077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -571078.562500 Penalty: 2541.483887
	Iteration 25Q: 3 clusters Score -571078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -571078.562500 Penalty: 2541.483887
	Iteration 26F: 3 clusters Score -571078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Entering Unmasked Estep 
Score: -2149459.000000 Penalty: 1464.771851
	Iteration 0F: 2 clusters Score -2149459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2137277.750000 Penalty: 2929.543701
	Iteration 0F: 3 clusters Score -2137278 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2141664.000000 Penalty: 2929.543701
	Iteration 1F: 3 clusters Score -2141664 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2142104.000000 Penalty: 2929.543701
	Iteration 2F: 3 clusters Score -2142104 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2142470.000000 Penalty: 2929.543701
	Iteration 3Q: 3 clusters Score -2142470 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2142837.250000 Penalty: 2929.543701
	Iteration 4Q: 3 clusters Score -2142837 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2143185.750000 Penalty: 2929.543701
	Iteration 5Q: 3 clusters Score -2143186 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2143541.250000 Penalty: 2929.543701
	Iteration 6Q: 3 clusters Score -2143541 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2143873.750000 Penalty: 2929.543701
	Iteration 7Q: 3 clusters Score -2143874 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2144190.000000 Penalty: 2929.543701
	Iteration 8Q: 3 clusters Score -2144190 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2144475.250000 Penalty: 2929.543701
	Iteration 9Q: 3 clusters Score -2144475 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2144758.250000 Penalty: 2929.543701
	Iteration 10Q: 3 clusters Score -2144758 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2145031.000000 Penalty: 2929.543701
	Iteration 11Q: 3 clusters Score -2145031 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2145261.750000 Penalty: 2929.543701
	Iteration 12Q: 3 clusters Score -2145262 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2145444.500000 Penalty: 2929.543701
	Iteration 13Q: 3 clusters Score -2145444 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2145583.500000 Penalty: 2929.543701
	Iteration 14Q: 3 clusters Score -2145584 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2145697.000000 Penalty: 2929.543701
	Iteration 15Q: 3 clusters Score -2145697 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2145792.500000 Penalty: 2929.543701
	Iteration 16Q: 3 clusters Score -2145792 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2145881.750000 Penalty: 2929.543701
	Iteration 17Q: 3 clusters Score -2145882 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2145931.000000 Penalty: 2929.543701
	Iteration 18Q: 3 clusters Score -2145931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2145986.000000 Penalty: 2929.543701
	Iteration 19Q: 3 clusters Score -2145986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2146032.250000 Penalty: 2929.543701
	Iteration 20F: 3 clusters Score -2146032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2146084.750000 Penalty: 2929.543701
	Iteration 21Q: 3 clusters Score -2146085 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2146115.250000 Penalty: 2929.543701
	Iteration 22Q: 3 clusters Score -2146115 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2146162.500000 Penalty: 2929.543701
	Iteration 23Q: 3 clusters Score -2146162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2146196.250000 Penalty: 2929.543701
	Iteration 24Q: 3 clusters Score -2146196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2146229.750000 Penalty: 2929.543701
	Iteration 25Q: 3 clusters Score -2146230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2146259.000000 Penalty: 2929.543701
	Iteration 26Q: 3 clusters Score -2146259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2146288.750000 Penalty: 2929.543701
	Iteration 27Q: 3 clusters Score -2146289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2146328.500000 Penalty: 2929.543701
	Iteration 28Q: 3 clusters Score -2146328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2146362.500000 Penalty: 2929.543701
	Iteration 29Q: 3 clusters Score -2146362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2146390.750000 Penalty: 2929.543701
	Iteration 30Q: 3 clusters Score -2146391 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2146426.250000 Penalty: 2929.543701
	Iteration 31Q: 3 clusters Score -2146426 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2146477.000000 Penalty: 2929.543701
	Iteration 32Q: 3 clusters Score -2146477 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2146529.750000 Penalty: 2929.543701
	Iteration 33Q: 3 clusters Score -2146530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2146569.750000 Penalty: 2929.543701
	Iteration 34Q: 3 clusters Score -2146570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2146605.000000 Penalty: 2929.543701
	Iteration 35Q: 3 clusters Score -2146605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2146639.000000 Penalty: 2929.543701
	Iteration 36Q: 3 clusters Score -2146639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2146669.750000 Penalty: 2929.543701
	Iteration 37Q: 3 clusters Score -2146670 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2146704.500000 Penalty: 2929.543701
	Iteration 38Q: 3 clusters Score -2146704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2146748.500000 Penalty: 2929.543701
	Iteration 39Q: 3 clusters Score -2146748 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2146794.250000 Penalty: 2929.543701
	Iteration 40F: 3 clusters Score -2146794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2146836.000000 Penalty: 2929.543701
	Iteration 41Q: 3 clusters Score -2146836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2146876.500000 Penalty: 2929.543701
	Iteration 42Q: 3 clusters Score -2146876 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2146921.750000 Penalty: 2929.543701
	Iteration 43Q: 3 clusters Score -2146922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2146972.000000 Penalty: 2929.543701
	Iteration 44Q: 3 clusters Score -2146972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2147031.500000 Penalty: 2929.543701
	Iteration 45Q: 3 clusters Score -2147032 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2147105.000000 Penalty: 2929.543701
	Iteration 46Q: 3 clusters Score -2147105 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2147185.000000 Penalty: 2929.543701
	Iteration 47Q: 3 clusters Score -2147185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2147287.250000 Penalty: 2929.543701
	Iteration 48Q: 3 clusters Score -2147287 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2147372.000000 Penalty: 2929.543701
	Iteration 49Q: 3 clusters Score -2147372 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2147449.500000 Penalty: 2929.543701
	Iteration 50Q: 3 clusters Score -2147450 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2147538.250000 Penalty: 2929.543701
	Iteration 51Q: 3 clusters Score -2147538 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2147635.500000 Penalty: 2929.543701
	Iteration 52Q: 3 clusters Score -2147636 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2147721.250000 Penalty: 2929.543701
	Iteration 53Q: 3 clusters Score -2147721 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2147816.000000 Penalty: 2929.543701
	Iteration 54Q: 3 clusters Score -2147816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2147899.250000 Penalty: 2929.543701
	Iteration 55Q: 3 clusters Score -2147899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2147987.000000 Penalty: 2929.543701
	Iteration 56Q: 3 clusters Score -2147987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2148052.250000 Penalty: 2929.543701
	Iteration 57Q: 3 clusters Score -2148052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2148099.250000 Penalty: 2929.543701
	Iteration 58Q: 3 clusters Score -2148099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2148140.500000 Penalty: 2929.543701
	Iteration 59Q: 3 clusters Score -2148140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2148167.500000 Penalty: 2929.543701
	Iteration 60F: 3 clusters Score -2148168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2148196.750000 Penalty: 2929.543701
	Iteration 61Q: 3 clusters Score -2148197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2148211.250000 Penalty: 2929.543701
	Iteration 62Q: 3 clusters Score -2148211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2148230.000000 Penalty: 2929.543701
	Iteration 63Q: 3 clusters Score -2148230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2148238.500000 Penalty: 2929.543701
	Iteration 64Q: 3 clusters Score -2148238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2148247.750000 Penalty: 2929.543701
	Iteration 65Q: 3 clusters Score -2148248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2148248.250000 Penalty: 2929.543701
	Iteration 66Q: 3 clusters Score -2148248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2148249.500000 Penalty: 2929.543701
	Iteration 67Q: 3 clusters Score -2148250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2148250.250000 Penalty: 2929.543701
	Iteration 68Q: 3 clusters Score -2148250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2148250.000000 Penalty: 2929.543701
	Iteration 69Q: 3 clusters Score -2148250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2148249.000000 Penalty: 2929.543701
	Iteration 70Q: 3 clusters Score -2148249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2148250.250000 Penalty: 2929.543701
	Iteration 71Q: 3 clusters Score -2148250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2148253.500000 Penalty: 2929.543701
	Iteration 72Q: 3 clusters Score -2148254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2148253.000000 Penalty: 2929.543701
	Iteration 73Q: 3 clusters Score -2148253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2148254.000000 Penalty: 2929.543701
	Iteration 74Q: 3 clusters Score -2148254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2148254.000000 Penalty: 2929.543701
	Iteration 75F: 3 clusters Score -2148254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -3244693.750000 Penalty: 1520.846191
	Iteration 0F: 2 clusters Score -3244694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3226849.750000 Penalty: 3041.692383
	Iteration 0F: 3 clusters Score -3226850 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3233708.250000 Penalty: 3041.692383
	Iteration 1F: 3 clusters Score -3233708 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3234547.250000 Penalty: 3041.692383
	Iteration 2F: 3 clusters Score -3234547 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3235558.750000 Penalty: 3041.692383
	Iteration 3F: 3 clusters Score -3235559 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3236762.000000 Penalty: 3041.692383
	Iteration 4F: 3 clusters Score -3236762 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3238205.750000 Penalty: 3041.692383
	Iteration 5F: 3 clusters Score -3238206 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3239773.250000 Penalty: 3041.692383
	Iteration 6F: 3 clusters Score -3239773 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3241278.500000 Penalty: 3041.692383
	Iteration 7F: 3 clusters Score -3241278 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3242518.250000 Penalty: 3041.692383
	Iteration 8Q: 3 clusters Score -3242518 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3243276.500000 Penalty: 3041.692383
	Iteration 9Q: 3 clusters Score -3243276 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3243746.000000 Penalty: 3041.692383
	Iteration 10Q: 3 clusters Score -3243746 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3243967.250000 Penalty: 3041.692383
	Iteration 11Q: 3 clusters Score -3243967 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3244070.000000 Penalty: 3041.692383
	Iteration 12Q: 3 clusters Score -3244070 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3244139.750000 Penalty: 3041.692383
	Iteration 13Q: 3 clusters Score -3244140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3244193.000000 Penalty: 3041.692383
	Iteration 14Q: 3 clusters Score -3244193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3244231.500000 Penalty: 3041.692383
	Iteration 15Q: 3 clusters Score -3244232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3244260.250000 Penalty: 3041.692383
	Iteration 16Q: 3 clusters Score -3244260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3244276.750000 Penalty: 3041.692383
	Iteration 17Q: 3 clusters Score -3244277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3244305.500000 Penalty: 3041.692383
	Iteration 18Q: 3 clusters Score -3244306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3244317.500000 Penalty: 3041.692383
	Iteration 19Q: 3 clusters Score -3244318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3244324.000000 Penalty: 3041.692383
	Iteration 20F: 3 clusters Score -3244324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3244322.250000 Penalty: 3041.692383
	Iteration 21Q: 3 clusters Score -3244322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3244328.500000 Penalty: 3041.692383
	Iteration 22Q: 3 clusters Score -3244328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3244330.250000 Penalty: 3041.692383
	Iteration 23Q: 3 clusters Score -3244330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3244332.750000 Penalty: 3041.692383
	Iteration 24Q: 3 clusters Score -3244333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3244335.750000 Penalty: 3041.692383
	Iteration 25Q: 3 clusters Score -3244336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3244334.500000 Penalty: 3041.692383
	Iteration 26Q: 3 clusters Score -3244334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3244342.250000 Penalty: 3041.692383
	Iteration 27Q: 3 clusters Score -3244342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3244350.750000 Penalty: 3041.692383
	Iteration 28Q: 3 clusters Score -3244351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3244355.500000 Penalty: 3041.692383
	Iteration 29Q: 3 clusters Score -3244356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3244362.750000 Penalty: 3041.692383
	Iteration 30Q: 3 clusters Score -3244363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3244364.250000 Penalty: 3041.692383
	Iteration 31Q: 3 clusters Score -3244364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3244372.750000 Penalty: 3041.692383
	Iteration 32Q: 3 clusters Score -3244373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3244382.750000 Penalty: 3041.692383
	Iteration 33Q: 3 clusters Score -3244383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3244383.500000 Penalty: 3041.692383
	Iteration 34Q: 3 clusters Score -3244384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3244383.250000 Penalty: 3041.692383
	Iteration 35Q: 3 clusters Score -3244383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3244383.500000 Penalty: 3041.692383
	Iteration 36Q: 3 clusters Score -3244384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3244387.500000 Penalty: 3041.692383
	Iteration 37Q: 3 clusters Score -3244388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3244388.250000 Penalty: 3041.692383
	Iteration 38Q: 3 clusters Score -3244388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3244387.750000 Penalty: 3041.692383
	Iteration 39Q: 3 clusters Score -3244388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3244388.750000 Penalty: 3041.692383
	Iteration 40F: 3 clusters Score -3244389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3244389.250000 Penalty: 3041.692383
	Iteration 41Q: 3 clusters Score -3244389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3244394.750000 Penalty: 3041.692383
	Iteration 42Q: 3 clusters Score -3244395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3244394.000000 Penalty: 3041.692383
	Iteration 43Q: 3 clusters Score -3244394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3244394.000000 Penalty: 3041.692383
	Iteration 44F: 3 clusters Score -3244394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Entering Unmasked Estep 
Score: -5392835.500000 Penalty: 1597.785889
	Iteration 0F: 2 clusters Score -5392836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -5362965.500000 Penalty: 3195.571777
	Iteration 0F: 3 clusters Score -5362966 nChanged 21125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5374567.500000 Penalty: 3195.571777
	Iteration 1F: 3 clusters Score -5374568 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -5375141.500000 Penalty: 3195.571777
	Iteration 2Q: 3 clusters Score -5375142 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -5375839.000000 Penalty: 3195.571777
	Iteration 3Q: 3 clusters Score -5375839 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5376626.000000 Penalty: 3195.571777
	Iteration 4Q: 3 clusters Score -5376626 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -5377660.500000 Penalty: 3195.571777
	Iteration 5Q: 3 clusters Score -5377660 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -5379066.000000 Penalty: 3195.571777
	Iteration 6F: 3 clusters Score -5379066 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -5380805.000000 Penalty: 3195.571777
	Iteration 7F: 3 clusters Score -5380805 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -5383051.000000 Penalty: 3195.571777
	Iteration 8F: 3 clusters Score -5383051 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5385538.000000 Penalty: 3195.571777
	Iteration 9F: 3 clusters Score -5385538 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5387802.500000 Penalty: 3195.571777
	Iteration 10F: 3 clusters Score -5387802 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5389507.000000 Penalty: 3195.571777
	Iteration 11Q: 3 clusters Score -5389507 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5390486.000000 Penalty: 3195.571777
	Iteration 12Q: 3 clusters Score -5390486 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5390966.500000 Penalty: 3195.571777
	Iteration 13Q: 3 clusters Score -5390966 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5391227.000000 Penalty: 3195.571777
	Iteration 14Q: 3 clusters Score -5391227 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5391330.500000 Penalty: 3195.571777
	Iteration 15Q: 3 clusters Score -5391330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -5391387.500000 Penalty: 3195.571777
	Iteration 16Q: 3 clusters Score -5391388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -5391441.500000 Penalty: 3195.571777
	Iteration 17Q: 3 clusters Score -5391442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5391493.500000 Penalty: 3195.571777
	Iteration 18Q: 3 clusters Score -5391494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5391508.500000 Penalty: 3195.571777
	Iteration 19Q: 3 clusters Score -5391508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -5391523.000000 Penalty: 3195.571777
	Iteration 20F: 3 clusters Score -5391523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5391532.500000 Penalty: 3195.571777
	Iteration 21Q: 3 clusters Score -5391532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5391554.000000 Penalty: 3195.571777
	Iteration 22Q: 3 clusters Score -5391554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5391553.000000 Penalty: 3195.571777
	Iteration 23Q: 3 clusters Score -5391553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5391555.500000 Penalty: 3195.571777
	Iteration 24Q: 3 clusters Score -5391556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5391555.500000 Penalty: 3195.571777
	Iteration 25F: 3 clusters Score -5391556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Entering Unmasked Estep 
Score: -1320316.875000 Penalty: 1397.466797
	Iteration 0F: 2 clusters Score -1320317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1312271.250000 Penalty: 2794.933594
	Iteration 0F: 3 clusters Score -1312271 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1314981.875000 Penalty: 2794.933594
	Iteration 1F: 3 clusters Score -1314982 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1315317.375000 Penalty: 2794.933594
	Iteration 2F: 3 clusters Score -1315317 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1315582.625000 Penalty: 2794.933594
	Iteration 3Q: 3 clusters Score -1315583 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1315827.125000 Penalty: 2794.933594
	Iteration 4Q: 3 clusters Score -1315827 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1316083.875000 Penalty: 2794.933594
	Iteration 5Q: 3 clusters Score -1316084 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1316383.500000 Penalty: 2794.933594
	Iteration 6Q: 3 clusters Score -1316384 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1316693.625000 Penalty: 2794.933594
	Iteration 7Q: 3 clusters Score -1316694 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1317030.250000 Penalty: 2794.933594
	Iteration 8Q: 3 clusters Score -1317030 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1317387.625000 Penalty: 2794.933594
	Iteration 9Q: 3 clusters Score -1317388 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1317734.375000 Penalty: 2794.933594
	Iteration 10Q: 3 clusters Score -1317734 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1318061.875000 Penalty: 2794.933594
	Iteration 11Q: 3 clusters Score -1318062 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1318310.125000 Penalty: 2794.933594
	Iteration 12Q: 3 clusters Score -1318310 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1318492.250000 Penalty: 2794.933594
	Iteration 13Q: 3 clusters Score -1318492 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1318648.375000 Penalty: 2794.933594
	Iteration 14Q: 3 clusters Score -1318648 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1318761.750000 Penalty: 2794.933594
	Iteration 15Q: 3 clusters Score -1318762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1318845.625000 Penalty: 2794.933594
	Iteration 16Q: 3 clusters Score -1318846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1318929.625000 Penalty: 2794.933594
	Iteration 17Q: 3 clusters Score -1318930 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1319018.375000 Penalty: 2794.933594
	Iteration 18Q: 3 clusters Score -1319018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1319079.875000 Penalty: 2794.933594
	Iteration 19Q: 3 clusters Score -1319080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1319141.000000 Penalty: 2794.933594
	Iteration 20F: 3 clusters Score -1319141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1319180.250000 Penalty: 2794.933594
	Iteration 21Q: 3 clusters Score -1319180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1319206.000000 Penalty: 2794.933594
	Iteration 22Q: 3 clusters Score -1319206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1319227.750000 Penalty: 2794.933594
	Iteration 23Q: 3 clusters Score -1319228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1319238.250000 Penalty: 2794.933594
	Iteration 24Q: 3 clusters Score -1319238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1319247.375000 Penalty: 2794.933594
	Iteration 25Q: 3 clusters Score -1319247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1319257.500000 Penalty: 2794.933594
	Iteration 26Q: 3 clusters Score -1319258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1319262.250000 Penalty: 2794.933594
	Iteration 27Q: 3 clusters Score -1319262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1319263.875000 Penalty: 2794.933594
	Iteration 28Q: 3 clusters Score -1319264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1319269.375000 Penalty: 2794.933594
	Iteration 29Q: 3 clusters Score -1319269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1319274.750000 Penalty: 2794.933594
	Iteration 30Q: 3 clusters Score -1319275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1319273.625000 Penalty: 2794.933594
	Iteration 31Q: 3 clusters Score -1319274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1319279.375000 Penalty: 2794.933594
	Iteration 32Q: 3 clusters Score -1319279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1319287.375000 Penalty: 2794.933594
	Iteration 33Q: 3 clusters Score -1319287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1319296.000000 Penalty: 2794.933594
	Iteration 34Q: 3 clusters Score -1319296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1319305.125000 Penalty: 2794.933594
	Iteration 35Q: 3 clusters Score -1319305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1319317.125000 Penalty: 2794.933594
	Iteration 36Q: 3 clusters Score -1319317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1319331.125000 Penalty: 2794.933594
	Iteration 37Q: 3 clusters Score -1319331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1319348.750000 Penalty: 2794.933594
	Iteration 38Q: 3 clusters Score -1319349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1319365.625000 Penalty: 2794.933594
	Iteration 39Q: 3 clusters Score -1319366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1319379.625000 Penalty: 2794.933594
	Iteration 40F: 3 clusters Score -1319380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1319399.500000 Penalty: 2794.933594
	Iteration 41Q: 3 clusters Score -1319400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1319422.125000 Penalty: 2794.933594
	Iteration 42Q: 3 clusters Score -1319422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1319435.375000 Penalty: 2794.933594
	Iteration 43Q: 3 clusters Score -1319435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1319455.125000 Penalty: 2794.933594
	Iteration 44Q: 3 clusters Score -1319455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1319468.000000 Penalty: 2794.933594
	Iteration 45Q: 3 clusters Score -1319468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1319483.500000 Penalty: 2794.933594
	Iteration 46Q: 3 clusters Score -1319484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1319499.250000 Penalty: 2794.933594
	Iteration 47Q: 3 clusters Score -1319499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1319511.250000 Penalty: 2794.933594
	Iteration 48Q: 3 clusters Score -1319511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1319522.000000 Penalty: 2794.933594
	Iteration 49Q: 3 clusters Score -1319522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1319530.000000 Penalty: 2794.933594
	Iteration 50Q: 3 clusters Score -1319530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1319530.875000 Penalty: 2794.933594
	Iteration 51Q: 3 clusters Score -1319531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1319531.125000 Penalty: 2794.933594
	Iteration 52Q: 3 clusters Score -1319531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1319533.875000 Penalty: 2794.933594
	Iteration 53Q: 3 clusters Score -1319534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1319533.375000 Penalty: 2794.933594
	Iteration 54Q: 3 clusters Score -1319533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1319538.000000 Penalty: 2794.933594
	Iteration 55Q: 3 clusters Score -1319538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1319540.000000 Penalty: 2794.933594
	Iteration 56Q: 3 clusters Score -1319540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1319546.875000 Penalty: 2794.933594
	Iteration 57Q: 3 clusters Score -1319547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1319547.500000 Penalty: 2794.933594
	Iteration 58Q: 3 clusters Score -1319548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1319556.375000 Penalty: 2794.933594
	Iteration 59Q: 3 clusters Score -1319556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1319563.000000 Penalty: 2794.933594
	Iteration 60F: 3 clusters Score -1319563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1319568.500000 Penalty: 2794.933594
	Iteration 61Q: 3 clusters Score -1319568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1319570.250000 Penalty: 2794.933594
	Iteration 62Q: 3 clusters Score -1319570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1319573.875000 Penalty: 2794.933594
	Iteration 63Q: 3 clusters Score -1319574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1319577.000000 Penalty: 2794.933594
	Iteration 64Q: 3 clusters Score -1319577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1319577.000000 Penalty: 2794.933594
	Iteration 65F: 3 clusters Score -1319577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Entering Unmasked Estep 
Score: -2334851.250000 Penalty: 1478.441284
	Iteration 0F: 2 clusters Score -2334851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2321297.750000 Penalty: 2956.882568
	Iteration 0F: 3 clusters Score -2321298 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2326256.000000 Penalty: 2956.882568
	Iteration 1F: 3 clusters Score -2326256 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2326730.000000 Penalty: 2956.882568
	Iteration 2F: 3 clusters Score -2326730 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2327089.500000 Penalty: 2956.882568
	Iteration 3Q: 3 clusters Score -2327090 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2327435.000000 Penalty: 2956.882568
	Iteration 4Q: 3 clusters Score -2327435 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2327807.250000 Penalty: 2956.882568
	Iteration 5Q: 3 clusters Score -2327807 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2328241.500000 Penalty: 2956.882568
	Iteration 6Q: 3 clusters Score -2328242 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2328763.500000 Penalty: 2956.882568
	Iteration 7Q: 3 clusters Score -2328764 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2329351.250000 Penalty: 2956.882568
	Iteration 8Q: 3 clusters Score -2329351 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2330058.250000 Penalty: 2956.882568
	Iteration 9F: 3 clusters Score -2330058 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2330803.750000 Penalty: 2956.882568
	Iteration 10F: 3 clusters Score -2330804 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2331560.750000 Penalty: 2956.882568
	Iteration 11Q: 3 clusters Score -2331561 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2332234.750000 Penalty: 2956.882568
	Iteration 12Q: 3 clusters Score -2332235 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2332715.750000 Penalty: 2956.882568
	Iteration 13Q: 3 clusters Score -2332716 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2333026.500000 Penalty: 2956.882568
	Iteration 14Q: 3 clusters Score -2333026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2333248.250000 Penalty: 2956.882568
	Iteration 15Q: 3 clusters Score -2333248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2333408.500000 Penalty: 2956.882568
	Iteration 16Q: 3 clusters Score -2333408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2333491.500000 Penalty: 2956.882568
	Iteration 17Q: 3 clusters Score -2333492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2333540.250000 Penalty: 2956.882568
	Iteration 18Q: 3 clusters Score -2333540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2333589.250000 Penalty: 2956.882568
	Iteration 19Q: 3 clusters Score -2333589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2333617.000000 Penalty: 2956.882568
	Iteration 20F: 3 clusters Score -2333617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2333639.750000 Penalty: 2956.882568
	Iteration 21Q: 3 clusters Score -2333640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2333660.500000 Penalty: 2956.882568
	Iteration 22Q: 3 clusters Score -2333660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2333679.750000 Penalty: 2956.882568
	Iteration 23Q: 3 clusters Score -2333680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2333692.250000 Penalty: 2956.882568
	Iteration 24Q: 3 clusters Score -2333692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2333701.000000 Penalty: 2956.882568
	Iteration 25Q: 3 clusters Score -2333701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2333709.500000 Penalty: 2956.882568
	Iteration 26Q: 3 clusters Score -2333710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2333716.500000 Penalty: 2956.882568
	Iteration 27Q: 3 clusters Score -2333716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2333722.250000 Penalty: 2956.882568
	Iteration 28Q: 3 clusters Score -2333722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2333724.750000 Penalty: 2956.882568
	Iteration 29Q: 3 clusters Score -2333725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2333727.250000 Penalty: 2956.882568
	Iteration 30Q: 3 clusters Score -2333727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2333727.000000 Penalty: 2956.882568
	Iteration 31Q: 3 clusters Score -2333727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2333731.750000 Penalty: 2956.882568
	Iteration 32Q: 3 clusters Score -2333732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2333735.000000 Penalty: 2956.882568
	Iteration 33Q: 3 clusters Score -2333735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2333736.000000 Penalty: 2956.882568
	Iteration 34Q: 3 clusters Score -2333736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2333742.250000 Penalty: 2956.882568
	Iteration 35Q: 3 clusters Score -2333742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2333743.000000 Penalty: 2956.882568
	Iteration 36Q: 3 clusters Score -2333743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2333742.750000 Penalty: 2956.882568
	Iteration 37Q: 3 clusters Score -2333743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2333744.000000 Penalty: 2956.882568
	Iteration 38Q: 3 clusters Score -2333744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2333744.000000 Penalty: 2956.882568
	Iteration 39F: 3 clusters Score -2333744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Entering Unmasked Estep 
Score: -3758509.500000 Penalty: 1544.336182
	Iteration 0F: 2 clusters Score -3758510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3737556.250000 Penalty: 3088.672363
	Iteration 0F: 3 clusters Score -3737556 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3745723.250000 Penalty: 3088.672363
	Iteration 1F: 3 clusters Score -3745723 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3746452.500000 Penalty: 3088.672363
	Iteration 2F: 3 clusters Score -3746452 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3747375.000000 Penalty: 3088.672363
	Iteration 3F: 3 clusters Score -3747375 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3748614.000000 Penalty: 3088.672363
	Iteration 4F: 3 clusters Score -3748614 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3750107.250000 Penalty: 3088.672363
	Iteration 5F: 3 clusters Score -3750107 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3751685.000000 Penalty: 3088.672363
	Iteration 6F: 3 clusters Score -3751685 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3753076.000000 Penalty: 3088.672363
	Iteration 7F: 3 clusters Score -3753076 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3754215.750000 Penalty: 3088.672363
	Iteration 8Q: 3 clusters Score -3754216 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3755015.000000 Penalty: 3088.672363
	Iteration 9Q: 3 clusters Score -3755015 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3755455.250000 Penalty: 3088.672363
	Iteration 10Q: 3 clusters Score -3755455 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3755713.250000 Penalty: 3088.672363
	Iteration 11Q: 3 clusters Score -3755713 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3755888.500000 Penalty: 3088.672363
	Iteration 12Q: 3 clusters Score -3755888 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3756009.000000 Penalty: 3088.672363
	Iteration 13Q: 3 clusters Score -3756009 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3756128.750000 Penalty: 3088.672363
	Iteration 14Q: 3 clusters Score -3756129 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3756228.750000 Penalty: 3088.672363
	Iteration 15Q: 3 clusters Score -3756229 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3756319.250000 Penalty: 3088.672363
	Iteration 16Q: 3 clusters Score -3756319 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3756407.500000 Penalty: 3088.672363
	Iteration 17Q: 3 clusters Score -3756408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3756482.000000 Penalty: 3088.672363
	Iteration 18Q: 3 clusters Score -3756482 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3756521.000000 Penalty: 3088.672363
	Iteration 19Q: 3 clusters Score -3756521 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3756569.250000 Penalty: 3088.672363
	Iteration 20F: 3 clusters Score -3756569 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3756619.750000 Penalty: 3088.672363
	Iteration 21Q: 3 clusters Score -3756620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3756666.000000 Penalty: 3088.672363
	Iteration 22Q: 3 clusters Score -3756666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3756698.750000 Penalty: 3088.672363
	Iteration 23Q: 3 clusters Score -3756699 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3756730.250000 Penalty: 3088.672363
	Iteration 24Q: 3 clusters Score -3756730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3756748.500000 Penalty: 3088.672363
	Iteration 25Q: 3 clusters Score -3756748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3756782.500000 Penalty: 3088.672363
	Iteration 26Q: 3 clusters Score -3756782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3756803.250000 Penalty: 3088.672363
	Iteration 27Q: 3 clusters Score -3756803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3756833.000000 Penalty: 3088.672363
	Iteration 28Q: 3 clusters Score -3756833 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3756848.500000 Penalty: 3088.672363
	Iteration 29Q: 3 clusters Score -3756848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3756863.250000 Penalty: 3088.672363
	Iteration 30Q: 3 clusters Score -3756863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3756876.250000 Penalty: 3088.672363
	Iteration 31Q: 3 clusters Score -3756876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3756899.750000 Penalty: 3088.672363
	Iteration 32Q: 3 clusters Score -3756900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3756918.250000 Penalty: 3088.672363
	Iteration 33Q: 3 clusters Score -3756918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3756923.750000 Penalty: 3088.672363
	Iteration 34Q: 3 clusters Score -3756924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3756932.750000 Penalty: 3088.672363
	Iteration 35Q: 3 clusters Score -3756933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3756942.250000 Penalty: 3088.672363
	Iteration 36Q: 3 clusters Score -3756942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3756938.500000 Penalty: 3088.672363
	Iteration 37Q: 3 clusters Score -3756938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3756946.500000 Penalty: 3088.672363
	Iteration 38Q: 3 clusters Score -3756946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3756953.750000 Penalty: 3088.672363
	Iteration 39Q: 3 clusters Score -3756954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3756952.250000 Penalty: 3088.672363
	Iteration 40F: 3 clusters Score -3756952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3756952.500000 Penalty: 3088.672363
	Iteration 41Q: 3 clusters Score -3756952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3756951.500000 Penalty: 3088.672363
	Iteration 42Q: 3 clusters Score -3756952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3756959.250000 Penalty: 3088.672363
	Iteration 43Q: 3 clusters Score -3756959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3756959.500000 Penalty: 3088.672363
	Iteration 44Q: 3 clusters Score -3756960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3756965.750000 Penalty: 3088.672363
	Iteration 45Q: 3 clusters Score -3756966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3756964.000000 Penalty: 3088.672363
	Iteration 46Q: 3 clusters Score -3756964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3756962.500000 Penalty: 3088.672363
	Iteration 47Q: 3 clusters Score -3756962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3756966.250000 Penalty: 3088.672363
	Iteration 48Q: 3 clusters Score -3756966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3756969.250000 Penalty: 3088.672363
	Iteration 49Q: 3 clusters Score -3756969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3756973.750000 Penalty: 3088.672363
	Iteration 50Q: 3 clusters Score -3756974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3756969.250000 Penalty: 3088.672363
	Iteration 51Q: 3 clusters Score -3756969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3756966.500000 Penalty: 3088.672363
	Iteration 52Q: 3 clusters Score -3756966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3756976.500000 Penalty: 3088.672363
	Iteration 53Q: 3 clusters Score -3756976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3756979.000000 Penalty: 3088.672363
	Iteration 54Q: 3 clusters Score -3756979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3756978.750000 Penalty: 3088.672363
	Iteration 55Q: 3 clusters Score -3756979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3756980.250000 Penalty: 3088.672363
	Iteration 56Q: 3 clusters Score -3756980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3756976.250000 Penalty: 3088.672363
	Iteration 57Q: 3 clusters Score -3756976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3756974.750000 Penalty: 3088.672363
	Iteration 58Q: 3 clusters Score -3756975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3756975.250000 Penalty: 3088.672363
	Iteration 59Q: 3 clusters Score -3756975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3756977.000000 Penalty: 3088.672363
	Iteration 60F: 3 clusters Score -3756977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3756971.750000 Penalty: 3088.672363
	Iteration 61Q: 3 clusters Score -3756972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3756970.750000 Penalty: 3088.672363
	Iteration 62Q: 3 clusters Score -3756971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3756974.500000 Penalty: 3088.672363
	Iteration 63Q: 3 clusters Score -3756974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3756974.000000 Penalty: 3088.672363
	Iteration 64Q: 3 clusters Score -3756974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3756978.250000 Penalty: 3088.672363
	Iteration 65Q: 3 clusters Score -3756978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3756979.500000 Penalty: 3088.672363
	Iteration 66Q: 3 clusters Score -3756980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3756985.250000 Penalty: 3088.672363
	Iteration 67Q: 3 clusters Score -3756985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3756982.250000 Penalty: 3088.672363
	Iteration 68Q: 3 clusters Score -3756982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3756980.750000 Penalty: 3088.672363
	Iteration 69Q: 3 clusters Score -3756981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3756975.000000 Penalty: 3088.672363
	Iteration 70Q: 3 clusters Score -3756975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3756977.000000 Penalty: 3088.672363
	Iteration 71Q: 3 clusters Score -3756977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3756976.500000 Penalty: 3088.672363
	Iteration 72Q: 3 clusters Score -3756976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3756975.500000 Penalty: 3088.672363
	Iteration 73Q: 3 clusters Score -3756976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3756975.500000 Penalty: 3088.672363
	Iteration 74Q: 3 clusters Score -3756976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3756975.750000 Penalty: 3088.672363
	Iteration 75Q: 3 clusters Score -3756976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3756975.750000 Penalty: 3088.672363
	Iteration 76F: 3 clusters Score -3756976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Entering Unmasked Estep 
Score: -1608936.125000 Penalty: 1424.612793
	Iteration 0F: 2 clusters Score -1608936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1599448.250000 Penalty: 2849.225586
	Iteration 0F: 3 clusters Score -1599448 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1602654.750000 Penalty: 2849.225586
	Iteration 1F: 3 clusters Score -1602655 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1602959.375000 Penalty: 2849.225586
	Iteration 2F: 3 clusters Score -1602959 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1603202.000000 Penalty: 2849.225586
	Iteration 3Q: 3 clusters Score -1603202 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1603456.625000 Penalty: 2849.225586
	Iteration 4Q: 3 clusters Score -1603457 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1603719.000000 Penalty: 2849.225586
	Iteration 5Q: 3 clusters Score -1603719 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1604035.125000 Penalty: 2849.225586
	Iteration 6Q: 3 clusters Score -1604035 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1604400.500000 Penalty: 2849.225586
	Iteration 7Q: 3 clusters Score -1604400 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1604810.500000 Penalty: 2849.225586
	Iteration 8Q: 3 clusters Score -1604810 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1605267.250000 Penalty: 2849.225586
	Iteration 9Q: 3 clusters Score -1605267 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1605684.750000 Penalty: 2849.225586
	Iteration 10Q: 3 clusters Score -1605685 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1606094.500000 Penalty: 2849.225586
	Iteration 11Q: 3 clusters Score -1606094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1606443.750000 Penalty: 2849.225586
	Iteration 12Q: 3 clusters Score -1606444 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1606763.750000 Penalty: 2849.225586
	Iteration 13Q: 3 clusters Score -1606764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1607004.625000 Penalty: 2849.225586
	Iteration 14Q: 3 clusters Score -1607005 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1607196.250000 Penalty: 2849.225586
	Iteration 15Q: 3 clusters Score -1607196 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1607340.875000 Penalty: 2849.225586
	Iteration 16Q: 3 clusters Score -1607341 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1607447.250000 Penalty: 2849.225586
	Iteration 17Q: 3 clusters Score -1607447 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1607537.875000 Penalty: 2849.225586
	Iteration 18Q: 3 clusters Score -1607538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1607600.625000 Penalty: 2849.225586
	Iteration 19Q: 3 clusters Score -1607601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1607654.875000 Penalty: 2849.225586
	Iteration 20F: 3 clusters Score -1607655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1607687.875000 Penalty: 2849.225586
	Iteration 21Q: 3 clusters Score -1607688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1607721.500000 Penalty: 2849.225586
	Iteration 22Q: 3 clusters Score -1607722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1607754.750000 Penalty: 2849.225586
	Iteration 23Q: 3 clusters Score -1607755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1607779.500000 Penalty: 2849.225586
	Iteration 24Q: 3 clusters Score -1607780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1607801.000000 Penalty: 2849.225586
	Iteration 25Q: 3 clusters Score -1607801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1607817.375000 Penalty: 2849.225586
	Iteration 26Q: 3 clusters Score -1607817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1607833.750000 Penalty: 2849.225586
	Iteration 27Q: 3 clusters Score -1607834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1607842.625000 Penalty: 2849.225586
	Iteration 28Q: 3 clusters Score -1607843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1607854.875000 Penalty: 2849.225586
	Iteration 29Q: 3 clusters Score -1607855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1607863.250000 Penalty: 2849.225586
	Iteration 30Q: 3 clusters Score -1607863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1607873.250000 Penalty: 2849.225586
	Iteration 31Q: 3 clusters Score -1607873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1607877.000000 Penalty: 2849.225586
	Iteration 32Q: 3 clusters Score -1607877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1607890.500000 Penalty: 2849.225586
	Iteration 33Q: 3 clusters Score -1607890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1607894.875000 Penalty: 2849.225586
	Iteration 34Q: 3 clusters Score -1607895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1607897.750000 Penalty: 2849.225586
	Iteration 35Q: 3 clusters Score -1607898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1607901.750000 Penalty: 2849.225586
	Iteration 36Q: 3 clusters Score -1607902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1607903.125000 Penalty: 2849.225586
	Iteration 37Q: 3 clusters Score -1607903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1607904.625000 Penalty: 2849.225586
	Iteration 38Q: 3 clusters Score -1607905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1607905.750000 Penalty: 2849.225586
	Iteration 39Q: 3 clusters Score -1607906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1607907.625000 Penalty: 2849.225586
	Iteration 40F: 3 clusters Score -1607908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -758844.687500 Penalty: 1312.585938
	Iteration 0F: 2 clusters Score -758844.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -754013.000000 Penalty: 2625.171875
	Iteration 0F: 3 clusters Score -754013 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -755440.500000 Penalty: 2625.171875
	Iteration 1F: 3 clusters Score -755440.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -755682.375000 Penalty: 2625.171875
	Iteration 2F: 3 clusters Score -755682.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -755908.812500 Penalty: 2625.171875
	Iteration 3F: 3 clusters Score -755908.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -756108.250000 Penalty: 2625.171875
	Iteration 4Q: 3 clusters Score -756108.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -756292.125000 Penalty: 2625.171875
	Iteration 5Q: 3 clusters Score -756292.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -756485.750000 Penalty: 2625.171875
	Iteration 6Q: 3 clusters Score -756485.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -756652.875000 Penalty: 2625.171875
	Iteration 7Q: 3 clusters Score -756652.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -756769.187500 Penalty: 2625.171875
	Iteration 8Q: 3 clusters Score -756769.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -756850.312500 Penalty: 2625.171875
	Iteration 9Q: 3 clusters Score -756850.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -756917.937500 Penalty: 2625.171875
	Iteration 10Q: 3 clusters Score -756917.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -756972.812500 Penalty: 2625.171875
	Iteration 11Q: 3 clusters Score -756972.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -757008.625000 Penalty: 2625.171875
	Iteration 12Q: 3 clusters Score -757008.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -757045.187500 Penalty: 2625.171875
	Iteration 13Q: 3 clusters Score -757045.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -757077.250000 Penalty: 2625.171875
	Iteration 14Q: 3 clusters Score -757077.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -757104.875000 Penalty: 2625.171875
	Iteration 15Q: 3 clusters Score -757104.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -757121.875000 Penalty: 2625.171875
	Iteration 16Q: 3 clusters Score -757121.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -757134.875000 Penalty: 2625.171875
	Iteration 17Q: 3 clusters Score -757134.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -757142.812500 Penalty: 2625.171875
	Iteration 18Q: 3 clusters Score -757142.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -757150.000000 Penalty: 2625.171875
	Iteration 19Q: 3 clusters Score -757150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -757155.812500 Penalty: 2625.171875
	Iteration 20F: 3 clusters Score -757155.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -757162.687500 Penalty: 2625.171875
	Iteration 21Q: 3 clusters Score -757162.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -757170.687500 Penalty: 2625.171875
	Iteration 22Q: 3 clusters Score -757170.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -757180.812500 Penalty: 2625.171875
	Iteration 23Q: 3 clusters Score -757180.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -757188.312500 Penalty: 2625.171875
	Iteration 24Q: 3 clusters Score -757188.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -757195.375000 Penalty: 2625.171875
	Iteration 25Q: 3 clusters Score -757195.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -757206.375000 Penalty: 2625.171875
	Iteration 26Q: 3 clusters Score -757206.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -757217.125000 Penalty: 2625.171875
	Iteration 27Q: 3 clusters Score -757217.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -757227.500000 Penalty: 2625.171875
	Iteration 28Q: 3 clusters Score -757227.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -757234.687500 Penalty: 2625.171875
	Iteration 29Q: 3 clusters Score -757234.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -757244.000000 Penalty: 2625.171875
	Iteration 30Q: 3 clusters Score -757244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -757254.875000 Penalty: 2625.171875
	Iteration 31Q: 3 clusters Score -757254.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -757266.625000 Penalty: 2625.171875
	Iteration 32Q: 3 clusters Score -757266.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -757276.375000 Penalty: 2625.171875
	Iteration 33Q: 3 clusters Score -757276.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -757282.312500 Penalty: 2625.171875
	Iteration 34Q: 3 clusters Score -757282.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -757290.875000 Penalty: 2625.171875
	Iteration 35Q: 3 clusters Score -757290.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -757299.687500 Penalty: 2625.171875
	Iteration 36Q: 3 clusters Score -757299.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -757305.437500 Penalty: 2625.171875
	Iteration 37Q: 3 clusters Score -757305.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -757316.875000 Penalty: 2625.171875
	Iteration 38Q: 3 clusters Score -757316.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -757327.125000 Penalty: 2625.171875
	Iteration 39Q: 3 clusters Score -757327.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -757341.687500 Penalty: 2625.171875
	Iteration 40F: 3 clusters Score -757341.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -757350.625000 Penalty: 2625.171875
	Iteration 41Q: 3 clusters Score -757350.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -757355.750000 Penalty: 2625.171875
	Iteration 42Q: 3 clusters Score -757355.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -757358.937500 Penalty: 2625.171875
	Iteration 43Q: 3 clusters Score -757358.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -757359.875000 Penalty: 2625.171875
	Iteration 44Q: 3 clusters Score -757359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -757362.875000 Penalty: 2625.171875
	Iteration 45Q: 3 clusters Score -757362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -757364.562500 Penalty: 2625.171875
	Iteration 46Q: 3 clusters Score -757364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -757362.812500 Penalty: 2625.171875
	Iteration 47Q: 3 clusters Score -757362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -757362.562500 Penalty: 2625.171875
	Iteration 48Q: 3 clusters Score -757362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -757364.000000 Penalty: 2625.171875
	Iteration 49Q: 3 clusters Score -757364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -757365.312500 Penalty: 2625.171875
	Iteration 50Q: 3 clusters Score -757365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -757366.375000 Penalty: 2625.171875
	Iteration 51Q: 3 clusters Score -757366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -757367.187500 Penalty: 2625.171875
	Iteration 52Q: 3 clusters Score -757367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -757367.500000 Penalty: 2625.171875
	Iteration 53Q: 3 clusters Score -757367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -757370.437500 Penalty: 2625.171875
	Iteration 54Q: 3 clusters Score -757370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -757370.937500 Penalty: 2625.171875
	Iteration 55Q: 3 clusters Score -757370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -757372.250000 Penalty: 2625.171875
	Iteration 56Q: 3 clusters Score -757372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -757371.875000 Penalty: 2625.171875
	Iteration 57Q: 3 clusters Score -757371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -757372.375000 Penalty: 2625.171875
	Iteration 58Q: 3 clusters Score -757372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -757372.375000 Penalty: 2625.171875
	Iteration 59F: 3 clusters Score -757372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Entering Unmasked Estep 
Score: -7759438.000000 Penalty: 1651.751587
	Iteration 0F: 2 clusters Score -7759438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -7716641.500000 Penalty: 3303.503174
	Iteration 0F: 3 clusters Score -7716642 nChanged 30881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -7733664.500000 Penalty: 3303.503174
	Iteration 1F: 3 clusters Score -7733664 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -7734163.500000 Penalty: 3303.503174
	Iteration 2Q: 3 clusters Score -7734164 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7734757.000000 Penalty: 3303.503174
	Iteration 3Q: 3 clusters Score -7734757 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -7735323.000000 Penalty: 3303.503174
	Iteration 4Q: 3 clusters Score -7735323 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -7736026.500000 Penalty: 3303.503174
	Iteration 5Q: 3 clusters Score -7736026 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -7736857.000000 Penalty: 3303.503174
	Iteration 6Q: 3 clusters Score -7736857 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -7738103.000000 Penalty: 3303.503174
	Iteration 7Q: 3 clusters Score -7738103 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7739794.000000 Penalty: 3303.503174
	Iteration 8F: 3 clusters Score -7739794 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -7742384.000000 Penalty: 3303.503174
	Iteration 9F: 3 clusters Score -7742384 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -7745722.500000 Penalty: 3303.503174
	Iteration 10F: 3 clusters Score -7745722 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7749312.000000 Penalty: 3303.503174
	Iteration 11F: 3 clusters Score -7749312 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -7752777.500000 Penalty: 3303.503174
	Iteration 12F: 3 clusters Score -7752778 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7755227.000000 Penalty: 3303.503174
	Iteration 13Q: 3 clusters Score -7755227 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7756627.500000 Penalty: 3303.503174
	Iteration 14Q: 3 clusters Score -7756628 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7757355.500000 Penalty: 3303.503174
	Iteration 15Q: 3 clusters Score -7757356 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7757718.500000 Penalty: 3303.503174
	Iteration 16Q: 3 clusters Score -7757718 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7757906.500000 Penalty: 3303.503174
	Iteration 17Q: 3 clusters Score -7757906 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7758059.000000 Penalty: 3303.503174
	Iteration 18Q: 3 clusters Score -7758059 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7758183.500000 Penalty: 3303.503174
	Iteration 19Q: 3 clusters Score -7758184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7758280.000000 Penalty: 3303.503174
	Iteration 20F: 3 clusters Score -7758280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7758340.000000 Penalty: 3303.503174
	Iteration 21Q: 3 clusters Score -7758340 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7758407.000000 Penalty: 3303.503174
	Iteration 22Q: 3 clusters Score -7758407 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7758452.000000 Penalty: 3303.503174
	Iteration 23Q: 3 clusters Score -7758452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7758499.500000 Penalty: 3303.503174
	Iteration 24Q: 3 clusters Score -7758500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7758530.000000 Penalty: 3303.503174
	Iteration 25Q: 3 clusters Score -7758530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7758563.500000 Penalty: 3303.503174
	Iteration 26Q: 3 clusters Score -7758564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7758569.500000 Penalty: 3303.503174
	Iteration 27Q: 3 clusters Score -7758570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7758595.000000 Penalty: 3303.503174
	Iteration 28Q: 3 clusters Score -7758595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7758596.000000 Penalty: 3303.503174
	Iteration 29Q: 3 clusters Score -7758596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7758596.500000 Penalty: 3303.503174
	Iteration 30Q: 3 clusters Score -7758596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7758603.000000 Penalty: 3303.503174
	Iteration 31Q: 3 clusters Score -7758603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7758595.500000 Penalty: 3303.503174
	Iteration 32Q: 3 clusters Score -7758596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7758609.000000 Penalty: 3303.503174
	Iteration 33Q: 3 clusters Score -7758609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7758620.000000 Penalty: 3303.503174
	Iteration 34Q: 3 clusters Score -7758620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7758614.500000 Penalty: 3303.503174
	Iteration 35Q: 3 clusters Score -7758614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7758623.500000 Penalty: 3303.503174
	Iteration 36Q: 3 clusters Score -7758624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7758616.000000 Penalty: 3303.503174
	Iteration 37Q: 3 clusters Score -7758616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7758625.000000 Penalty: 3303.503174
	Iteration 38Q: 3 clusters Score -7758625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7758622.500000 Penalty: 3303.503174
	Iteration 39Q: 3 clusters Score -7758622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7758627.500000 Penalty: 3303.503174
	Iteration 40F: 3 clusters Score -7758628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7758628.500000 Penalty: 3303.503174
	Iteration 41Q: 3 clusters Score -7758628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7758626.500000 Penalty: 3303.503174
	Iteration 42Q: 3 clusters Score -7758626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7758621.500000 Penalty: 3303.503174
	Iteration 43Q: 3 clusters Score -7758622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7758625.000000 Penalty: 3303.503174
	Iteration 44Q: 3 clusters Score -7758625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7758629.500000 Penalty: 3303.503174
	Iteration 45Q: 3 clusters Score -7758630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7758632.000000 Penalty: 3303.503174
	Iteration 46Q: 3 clusters Score -7758632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7758626.000000 Penalty: 3303.503174
	Iteration 47Q: 3 clusters Score -7758626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7758627.000000 Penalty: 3303.503174
	Iteration 48Q: 3 clusters Score -7758627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7758628.500000 Penalty: 3303.503174
	Iteration 49Q: 3 clusters Score -7758628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7758634.000000 Penalty: 3303.503174
	Iteration 50Q: 3 clusters Score -7758634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7758630.000000 Penalty: 3303.503174
	Iteration 51Q: 3 clusters Score -7758630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7758633.000000 Penalty: 3303.503174
	Iteration 52Q: 3 clusters Score -7758633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7758630.000000 Penalty: 3303.503174
	Iteration 53Q: 3 clusters Score -7758630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7758627.500000 Penalty: 3303.503174
	Iteration 54Q: 3 clusters Score -7758628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7758638.500000 Penalty: 3303.503174
	Iteration 55Q: 3 clusters Score -7758638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7758644.000000 Penalty: 3303.503174
	Iteration 56Q: 3 clusters Score -7758644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7758637.000000 Penalty: 3303.503174
	Iteration 57Q: 3 clusters Score -7758637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7758630.500000 Penalty: 3303.503174
	Iteration 58Q: 3 clusters Score -7758630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7758635.500000 Penalty: 3303.503174
	Iteration 59Q: 3 clusters Score -7758636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7758641.000000 Penalty: 3303.503174
	Iteration 60F: 3 clusters Score -7758641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7758643.000000 Penalty: 3303.503174
	Iteration 61Q: 3 clusters Score -7758643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7758638.500000 Penalty: 3303.503174
	Iteration 62Q: 3 clusters Score -7758638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7758632.500000 Penalty: 3303.503174
	Iteration 63Q: 3 clusters Score -7758632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7758629.500000 Penalty: 3303.503174
	Iteration 64Q: 3 clusters Score -7758630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7758626.500000 Penalty: 3303.503174
	Iteration 65Q: 3 clusters Score -7758626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7758626.500000 Penalty: 3303.503174
	Iteration 66F: 3 clusters Score -7758626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Entering Unmasked Estep 
Score: -7810846.500000 Penalty: 1657.119751
	Iteration 0F: 2 clusters Score -7810846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7766107.000000 Penalty: 3314.239502
	Iteration 0F: 3 clusters Score -7766107 nChanged 32204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7784441.000000 Penalty: 3314.239502
	Iteration 1F: 3 clusters Score -7784441 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -7785248.000000 Penalty: 3314.239502
	Iteration 2Q: 3 clusters Score -7785248 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7786101.500000 Penalty: 3314.239502
	Iteration 3Q: 3 clusters Score -7786102 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -7787006.500000 Penalty: 3314.239502
	Iteration 4Q: 3 clusters Score -7787006 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -7787934.500000 Penalty: 3314.239502
	Iteration 5Q: 3 clusters Score -7787934 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -7788952.500000 Penalty: 3314.239502
	Iteration 6Q: 3 clusters Score -7788952 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7789970.000000 Penalty: 3314.239502
	Iteration 7Q: 3 clusters Score -7789970 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -7791158.500000 Penalty: 3314.239502
	Iteration 8Q: 3 clusters Score -7791158 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -7792629.000000 Penalty: 3314.239502
	Iteration 9Q: 3 clusters Score -7792629 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -7794577.500000 Penalty: 3314.239502
	Iteration 10Q: 3 clusters Score -7794578 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7796752.500000 Penalty: 3314.239502
	Iteration 11Q: 3 clusters Score -7796752 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7798761.500000 Penalty: 3314.239502
	Iteration 12Q: 3 clusters Score -7798762 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7800061.500000 Penalty: 3314.239502
	Iteration 13Q: 3 clusters Score -7800062 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7800746.000000 Penalty: 3314.239502
	Iteration 14Q: 3 clusters Score -7800746 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7801125.000000 Penalty: 3314.239502
	Iteration 15Q: 3 clusters Score -7801125 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7801432.000000 Penalty: 3314.239502
	Iteration 16Q: 3 clusters Score -7801432 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -7801719.000000 Penalty: 3314.239502
	Iteration 17Q: 3 clusters Score -7801719 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7802011.000000 Penalty: 3314.239502
	Iteration 18Q: 3 clusters Score -7802011 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -7802243.000000 Penalty: 3314.239502
	Iteration 19Q: 3 clusters Score -7802243 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -7802509.500000 Penalty: 3314.239502
	Iteration 20F: 3 clusters Score -7802510 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -7802793.500000 Penalty: 3314.239502
	Iteration 21Q: 3 clusters Score -7802794 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -7803110.000000 Penalty: 3314.239502
	Iteration 22Q: 3 clusters Score -7803110 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -7803464.000000 Penalty: 3314.239502
	Iteration 23Q: 3 clusters Score -7803464 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -7803857.500000 Penalty: 3314.239502
	Iteration 24Q: 3 clusters Score -7803858 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -7804328.500000 Penalty: 3314.239502
	Iteration 25Q: 3 clusters Score -7804328 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -7804775.000000 Penalty: 3314.239502
	Iteration 26Q: 3 clusters Score -7804775 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -7805196.500000 Penalty: 3314.239502
	Iteration 27Q: 3 clusters Score -7805196 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -7805670.000000 Penalty: 3314.239502
	Iteration 28Q: 3 clusters Score -7805670 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -7806083.500000 Penalty: 3314.239502
	Iteration 29Q: 3 clusters Score -7806084 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7806490.500000 Penalty: 3314.239502
	Iteration 30Q: 3 clusters Score -7806490 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -7806889.500000 Penalty: 3314.239502
	Iteration 31Q: 3 clusters Score -7806890 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -7807329.500000 Penalty: 3314.239502
	Iteration 32Q: 3 clusters Score -7807330 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7807716.000000 Penalty: 3314.239502
	Iteration 33Q: 3 clusters Score -7807716 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7808084.500000 Penalty: 3314.239502
	Iteration 34Q: 3 clusters Score -7808084 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -7808358.000000 Penalty: 3314.239502
	Iteration 35Q: 3 clusters Score -7808358 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -7808653.500000 Penalty: 3314.239502
	Iteration 36Q: 3 clusters Score -7808654 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -7808856.500000 Penalty: 3314.239502
	Iteration 37Q: 3 clusters Score -7808856 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -7809077.000000 Penalty: 3314.239502
	Iteration 38Q: 3 clusters Score -7809077 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -7809258.000000 Penalty: 3314.239502
	Iteration 39Q: 3 clusters Score -7809258 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -7809435.500000 Penalty: 3314.239502
	Iteration 40F: 3 clusters Score -7809436 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -7809610.500000 Penalty: 3314.239502
	Iteration 41Q: 3 clusters Score -7809610 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -7809746.000000 Penalty: 3314.239502
	Iteration 42Q: 3 clusters Score -7809746 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -7809887.500000 Penalty: 3314.239502
	Iteration 43Q: 3 clusters Score -7809888 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -7810007.000000 Penalty: 3314.239502
	Iteration 44Q: 3 clusters Score -7810007 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -7810096.500000 Penalty: 3314.239502
	Iteration 45Q: 3 clusters Score -7810096 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -7810168.500000 Penalty: 3314.239502
	Iteration 46Q: 3 clusters Score -7810168 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -7810230.000000 Penalty: 3314.239502
	Iteration 47Q: 3 clusters Score -7810230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -7810306.500000 Penalty: 3314.239502
	Iteration 48Q: 3 clusters Score -7810306 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -7810357.500000 Penalty: 3314.239502
	Iteration 49Q: 3 clusters Score -7810358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7810412.500000 Penalty: 3314.239502
	Iteration 50Q: 3 clusters Score -7810412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -7810448.500000 Penalty: 3314.239502
	Iteration 51Q: 3 clusters Score -7810448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -7810518.500000 Penalty: 3314.239502
	Iteration 52Q: 3 clusters Score -7810518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -7810536.000000 Penalty: 3314.239502
	Iteration 53Q: 3 clusters Score -7810536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -7810562.500000 Penalty: 3314.239502
	Iteration 54Q: 3 clusters Score -7810562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -7810606.000000 Penalty: 3314.239502
	Iteration 55Q: 3 clusters Score -7810606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -7810618.000000 Penalty: 3314.239502
	Iteration 56Q: 3 clusters Score -7810618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -7810634.000000 Penalty: 3314.239502
	Iteration 57Q: 3 clusters Score -7810634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -7810645.000000 Penalty: 3314.239502
	Iteration 58Q: 3 clusters Score -7810645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -7810657.500000 Penalty: 3314.239502
	Iteration 59Q: 3 clusters Score -7810658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -7810674.000000 Penalty: 3314.239502
	Iteration 60F: 3 clusters Score -7810674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -7810676.500000 Penalty: 3314.239502
	Iteration 61Q: 3 clusters Score -7810676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -7810701.000000 Penalty: 3314.239502
	Iteration 62Q: 3 clusters Score -7810701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -7810691.000000 Penalty: 3314.239502
	Iteration 63Q: 3 clusters Score -7810691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -7810701.500000 Penalty: 3314.239502
	Iteration 64Q: 3 clusters Score -7810702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -7810700.000000 Penalty: 3314.239502
	Iteration 65Q: 3 clusters Score -7810700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -7810723.000000 Penalty: 3314.239502
	Iteration 66Q: 3 clusters Score -7810723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -7810727.000000 Penalty: 3314.239502
	Iteration 67Q: 3 clusters Score -7810727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -7810745.000000 Penalty: 3314.239502
	Iteration 68Q: 3 clusters Score -7810745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -7810733.500000 Penalty: 3314.239502
	Iteration 69Q: 3 clusters Score -7810734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -7810748.500000 Penalty: 3314.239502
	Iteration 70Q: 3 clusters Score -7810748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -7810729.500000 Penalty: 3314.239502
	Iteration 71Q: 3 clusters Score -7810730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -7810736.500000 Penalty: 3314.239502
	Iteration 72Q: 3 clusters Score -7810736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -7810742.000000 Penalty: 3314.239502
	Iteration 73Q: 3 clusters Score -7810742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -7810749.000000 Penalty: 3314.239502
	Iteration 74Q: 3 clusters Score -7810749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -7810746.500000 Penalty: 3314.239502
	Iteration 75Q: 3 clusters Score -7810746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -7810739.500000 Penalty: 3314.239502
	Iteration 76Q: 3 clusters Score -7810740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -7810737.000000 Penalty: 3314.239502
	Iteration 77Q: 3 clusters Score -7810737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -7810735.000000 Penalty: 3314.239502
	Iteration 78Q: 3 clusters Score -7810735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -7810750.000000 Penalty: 3314.239502
	Iteration 79Q: 3 clusters Score -7810750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -7810745.500000 Penalty: 3314.239502
	Iteration 80F: 3 clusters Score -7810746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -7810746.500000 Penalty: 3314.239502
	Iteration 81Q: 3 clusters Score -7810746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -7810746.500000 Penalty: 3314.239502
	Iteration 82Q: 3 clusters Score -7810746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -7810753.000000 Penalty: 3314.239502
	Iteration 83Q: 3 clusters Score -7810753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -7810736.500000 Penalty: 3314.239502
	Iteration 84Q: 3 clusters Score -7810736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7810738.500000 Penalty: 3314.239502
	Iteration 85Q: 3 clusters Score -7810738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -7810741.000000 Penalty: 3314.239502
	Iteration 86Q: 3 clusters Score -7810741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -7810744.000000 Penalty: 3314.239502
	Iteration 87Q: 3 clusters Score -7810744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -7810750.000000 Penalty: 3314.239502
	Iteration 88Q: 3 clusters Score -7810750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -7810745.000000 Penalty: 3314.239502
	Iteration 89Q: 3 clusters Score -7810745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -7810751.500000 Penalty: 3314.239502
	Iteration 90Q: 3 clusters Score -7810752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -7810749.500000 Penalty: 3314.239502
	Iteration 91Q: 3 clusters Score -7810750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -7810752.500000 Penalty: 3314.239502
	Iteration 92Q: 3 clusters Score -7810752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -7810746.500000 Penalty: 3314.239502
	Iteration 93Q: 3 clusters Score -7810746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -7810753.000000 Penalty: 3314.239502
	Iteration 94Q: 3 clusters Score -7810753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -7810760.000000 Penalty: 3314.239502
	Iteration 95Q: 3 clusters Score -7810760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -7810753.500000 Penalty: 3314.239502
	Iteration 96Q: 3 clusters Score -7810754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -7810759.500000 Penalty: 3314.239502
	Iteration 97Q: 3 clusters Score -7810760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -7810752.000000 Penalty: 3314.239502
	Iteration 98Q: 3 clusters Score -7810752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -7810750.500000 Penalty: 3314.239502
	Iteration 99Q: 3 clusters Score -7810750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -7810742.500000 Penalty: 3314.239502
	Iteration 100F: 3 clusters Score -7810742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -398410.375000 Penalty: 1217.273438
	Iteration 0F: 2 clusters Score -398410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -395585.562500 Penalty: 2434.546875
	Iteration 0F: 3 clusters Score -395585.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -396330.875000 Penalty: 2434.546875
	Iteration 1F: 3 clusters Score -396330.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -396492.562500 Penalty: 2434.546875
	Iteration 2F: 3 clusters Score -396492.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -396585.343750 Penalty: 2434.546875
	Iteration 3Q: 3 clusters Score -396585.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -396639.312500 Penalty: 2434.546875
	Iteration 4Q: 3 clusters Score -396639.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -396671.250000 Penalty: 2434.546875
	Iteration 5Q: 3 clusters Score -396671.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -396695.375000 Penalty: 2434.546875
	Iteration 6Q: 3 clusters Score -396695.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -396710.250000 Penalty: 2434.546875
	Iteration 7Q: 3 clusters Score -396710.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -396723.843750 Penalty: 2434.546875
	Iteration 8Q: 3 clusters Score -396723.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -396730.906250 Penalty: 2434.546875
	Iteration 9Q: 3 clusters Score -396730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -396736.906250 Penalty: 2434.546875
	Iteration 10Q: 3 clusters Score -396736.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -396741.968750 Penalty: 2434.546875
	Iteration 11Q: 3 clusters Score -396742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -396749.812500 Penalty: 2434.546875
	Iteration 12Q: 3 clusters Score -396749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -396754.937500 Penalty: 2434.546875
	Iteration 13Q: 3 clusters Score -396754.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -396769.093750 Penalty: 2434.546875
	Iteration 14Q: 3 clusters Score -396769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -396783.000000 Penalty: 2434.546875
	Iteration 15Q: 3 clusters Score -396783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -396790.656250 Penalty: 2434.546875
	Iteration 16Q: 3 clusters Score -396790.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -396796.812500 Penalty: 2434.546875
	Iteration 17Q: 3 clusters Score -396796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -396802.000000 Penalty: 2434.546875
	Iteration 18Q: 3 clusters Score -396802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -396808.031250 Penalty: 2434.546875
	Iteration 19Q: 3 clusters Score -396808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -396814.875000 Penalty: 2434.546875
	Iteration 20F: 3 clusters Score -396814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -396821.750000 Penalty: 2434.546875
	Iteration 21Q: 3 clusters Score -396821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -396825.531250 Penalty: 2434.546875
	Iteration 22Q: 3 clusters Score -396825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -396829.000000 Penalty: 2434.546875
	Iteration 23Q: 3 clusters Score -396829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -396830.843750 Penalty: 2434.546875
	Iteration 24Q: 3 clusters Score -396830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -396832.093750 Penalty: 2434.546875
	Iteration 25Q: 3 clusters Score -396832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -396833.156250 Penalty: 2434.546875
	Iteration 26Q: 3 clusters Score -396833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -396833.812500 Penalty: 2434.546875
	Iteration 27Q: 3 clusters Score -396833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -396836.437500 Penalty: 2434.546875
	Iteration 28Q: 3 clusters Score -396836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -396837.906250 Penalty: 2434.546875
	Iteration 29Q: 3 clusters Score -396837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -396837.875000 Penalty: 2434.546875
	Iteration 30Q: 3 clusters Score -396837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -396839.031250 Penalty: 2434.546875
	Iteration 31Q: 3 clusters Score -396839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -396839.250000 Penalty: 2434.546875
	Iteration 32Q: 3 clusters Score -396839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -396839.250000 Penalty: 2434.546875
	Iteration 33F: 3 clusters Score -396839.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -18238.474609 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -18238.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17666.234375 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -17666.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17714.607422 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -17714.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17718.300781 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -17718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17718.300781 Penalty: 1543.765991
	Iteration 3F: 3 clusters Score -17718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -680952.000000 Penalty: 1299.078735
	Iteration 0F: 2 clusters Score -680952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -676568.500000 Penalty: 2598.157471
	Iteration 0F: 3 clusters Score -676568.5 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -677899.687500 Penalty: 2598.157471
	Iteration 1F: 3 clusters Score -677899.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -678140.312500 Penalty: 2598.157471
	Iteration 2F: 3 clusters Score -678140.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -678293.062500 Penalty: 2598.157471
	Iteration 3F: 3 clusters Score -678293.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -678419.187500 Penalty: 2598.157471
	Iteration 4Q: 3 clusters Score -678419.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -678518.437500 Penalty: 2598.157471
	Iteration 5Q: 3 clusters Score -678518.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -678617.625000 Penalty: 2598.157471
	Iteration 6Q: 3 clusters Score -678617.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -678703.375000 Penalty: 2598.157471
	Iteration 7Q: 3 clusters Score -678703.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -678771.437500 Penalty: 2598.157471
	Iteration 8Q: 3 clusters Score -678771.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -678845.062500 Penalty: 2598.157471
	Iteration 9Q: 3 clusters Score -678845.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -678926.312500 Penalty: 2598.157471
	Iteration 10Q: 3 clusters Score -678926.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -679026.500000 Penalty: 2598.157471
	Iteration 11Q: 3 clusters Score -679026.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -679129.687500 Penalty: 2598.157471
	Iteration 12Q: 3 clusters Score -679129.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -679234.125000 Penalty: 2598.157471
	Iteration 13Q: 3 clusters Score -679234.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -679318.875000 Penalty: 2598.157471
	Iteration 14Q: 3 clusters Score -679318.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -679374.062500 Penalty: 2598.157471
	Iteration 15Q: 3 clusters Score -679374.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -679424.250000 Penalty: 2598.157471
	Iteration 16Q: 3 clusters Score -679424.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -679461.937500 Penalty: 2598.157471
	Iteration 17Q: 3 clusters Score -679461.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -679490.250000 Penalty: 2598.157471
	Iteration 18Q: 3 clusters Score -679490.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -679515.500000 Penalty: 2598.157471
	Iteration 19Q: 3 clusters Score -679515.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -679535.812500 Penalty: 2598.157471
	Iteration 20F: 3 clusters Score -679535.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -679549.625000 Penalty: 2598.157471
	Iteration 21Q: 3 clusters Score -679549.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -679569.062500 Penalty: 2598.157471
	Iteration 22Q: 3 clusters Score -679569.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -679586.375000 Penalty: 2598.157471
	Iteration 23Q: 3 clusters Score -679586.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -679600.000000 Penalty: 2598.157471
	Iteration 24Q: 3 clusters Score -679600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -679606.437500 Penalty: 2598.157471
	Iteration 25Q: 3 clusters Score -679606.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -679619.375000 Penalty: 2598.157471
	Iteration 26Q: 3 clusters Score -679619.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -679636.250000 Penalty: 2598.157471
	Iteration 27Q: 3 clusters Score -679636.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -679653.437500 Penalty: 2598.157471
	Iteration 28Q: 3 clusters Score -679653.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -679672.125000 Penalty: 2598.157471
	Iteration 29Q: 3 clusters Score -679672.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -679688.687500 Penalty: 2598.157471
	Iteration 30Q: 3 clusters Score -679688.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -679705.375000 Penalty: 2598.157471
	Iteration 31Q: 3 clusters Score -679705.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -679723.437500 Penalty: 2598.157471
	Iteration 32Q: 3 clusters Score -679723.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -679745.187500 Penalty: 2598.157471
	Iteration 33Q: 3 clusters Score -679745.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -679768.000000 Penalty: 2598.157471
	Iteration 34Q: 3 clusters Score -679768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -679798.250000 Penalty: 2598.157471
	Iteration 35Q: 3 clusters Score -679798.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -679832.125000 Penalty: 2598.157471
	Iteration 36Q: 3 clusters Score -679832.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -679861.687500 Penalty: 2598.157471
	Iteration 37Q: 3 clusters Score -679861.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -679882.562500 Penalty: 2598.157471
	Iteration 38Q: 3 clusters Score -679882.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -679911.500000 Penalty: 2598.157471
	Iteration 39Q: 3 clusters Score -679911.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -679936.500000 Penalty: 2598.157471
	Iteration 40F: 3 clusters Score -679936.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -679955.500000 Penalty: 2598.157471
	Iteration 41Q: 3 clusters Score -679955.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -679968.312500 Penalty: 2598.157471
	Iteration 42Q: 3 clusters Score -679968.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -679976.125000 Penalty: 2598.157471
	Iteration 43Q: 3 clusters Score -679976.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -679988.500000 Penalty: 2598.157471
	Iteration 44Q: 3 clusters Score -679988.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -680001.250000 Penalty: 2598.157471
	Iteration 45Q: 3 clusters Score -680001.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -680013.062500 Penalty: 2598.157471
	Iteration 46Q: 3 clusters Score -680013.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -680024.687500 Penalty: 2598.157471
	Iteration 47Q: 3 clusters Score -680024.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -680035.125000 Penalty: 2598.157471
	Iteration 48Q: 3 clusters Score -680035.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -680047.625000 Penalty: 2598.157471
	Iteration 49Q: 3 clusters Score -680047.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -680060.750000 Penalty: 2598.157471
	Iteration 50Q: 3 clusters Score -680060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -680070.250000 Penalty: 2598.157471
	Iteration 51Q: 3 clusters Score -680070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -680080.625000 Penalty: 2598.157471
	Iteration 52Q: 3 clusters Score -680080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -680085.437500 Penalty: 2598.157471
	Iteration 53Q: 3 clusters Score -680085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -680087.562500 Penalty: 2598.157471
	Iteration 54Q: 3 clusters Score -680087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -680088.375000 Penalty: 2598.157471
	Iteration 55Q: 3 clusters Score -680088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -680088.125000 Penalty: 2598.157471
	Iteration 56Q: 3 clusters Score -680088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -680089.500000 Penalty: 2598.157471
	Iteration 57Q: 3 clusters Score -680089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -680091.562500 Penalty: 2598.157471
	Iteration 58Q: 3 clusters Score -680091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -680095.125000 Penalty: 2598.157471
	Iteration 59Q: 3 clusters Score -680095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -680095.437500 Penalty: 2598.157471
	Iteration 60F: 3 clusters Score -680095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -680096.375000 Penalty: 2598.157471
	Iteration 61Q: 3 clusters Score -680096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -680096.562500 Penalty: 2598.157471
	Iteration 62Q: 3 clusters Score -680096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -680096.562500 Penalty: 2598.157471
	Iteration 63F: 3 clusters Score -680096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -129656.539062 Penalty: 1073.955566
	Iteration 0F: 2 clusters Score -129656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -128163.687500 Penalty: 2147.911133
	Iteration 0F: 3 clusters Score -128163.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128557.851562 Penalty: 2147.911133
	Iteration 1F: 3 clusters Score -128557.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -128687.703125 Penalty: 2147.911133
	Iteration 2F: 3 clusters Score -128687.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128765.757812 Penalty: 2147.911133
	Iteration 3Q: 3 clusters Score -128765.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -128825.335938 Penalty: 2147.911133
	Iteration 4Q: 3 clusters Score -128825.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128869.570312 Penalty: 2147.911133
	Iteration 5Q: 3 clusters Score -128869.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -128897.492188 Penalty: 2147.911133
	Iteration 6Q: 3 clusters Score -128897.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128930.304688 Penalty: 2147.911133
	Iteration 7Q: 3 clusters Score -128930.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128954.953125 Penalty: 2147.911133
	Iteration 8Q: 3 clusters Score -128955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -128982.437500 Penalty: 2147.911133
	Iteration 9Q: 3 clusters Score -128982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129001.039062 Penalty: 2147.911133
	Iteration 10Q: 3 clusters Score -129001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129015.039062 Penalty: 2147.911133
	Iteration 11Q: 3 clusters Score -129015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129028.179688 Penalty: 2147.911133
	Iteration 12Q: 3 clusters Score -129028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129042.078125 Penalty: 2147.911133
	Iteration 13Q: 3 clusters Score -129042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129063.781250 Penalty: 2147.911133
	Iteration 14Q: 3 clusters Score -129063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129102.296875 Penalty: 2147.911133
	Iteration 15Q: 3 clusters Score -129102.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129136.046875 Penalty: 2147.911133
	Iteration 16Q: 3 clusters Score -129136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -129158.867188 Penalty: 2147.911133
	Iteration 17Q: 3 clusters Score -129158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129175.195312 Penalty: 2147.911133
	Iteration 18Q: 3 clusters Score -129175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -129191.546875 Penalty: 2147.911133
	Iteration 19Q: 3 clusters Score -129191.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -129213.710938 Penalty: 2147.911133
	Iteration 20F: 3 clusters Score -129213.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -129234.171875 Penalty: 2147.911133
	Iteration 21Q: 3 clusters Score -129234.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -129266.843750 Penalty: 2147.911133
	Iteration 22Q: 3 clusters Score -129266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -129287.398438 Penalty: 2147.911133
	Iteration 23Q: 3 clusters Score -129287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129295.890625 Penalty: 2147.911133
	Iteration 24Q: 3 clusters Score -129295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -129303.593750 Penalty: 2147.911133
	Iteration 25Q: 3 clusters Score -129303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -129308.984375 Penalty: 2147.911133
	Iteration 26Q: 3 clusters Score -129309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129319.023438 Penalty: 2147.911133
	Iteration 27Q: 3 clusters Score -129319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129324.679688 Penalty: 2147.911133
	Iteration 28Q: 3 clusters Score -129324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -129330.640625 Penalty: 2147.911133
	Iteration 29Q: 3 clusters Score -129330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129340.656250 Penalty: 2147.911133
	Iteration 30Q: 3 clusters Score -129340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -129352.757812 Penalty: 2147.911133
	Iteration 31Q: 3 clusters Score -129352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -129359.375000 Penalty: 2147.911133
	Iteration 32Q: 3 clusters Score -129359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -129363.546875 Penalty: 2147.911133
	Iteration 33Q: 3 clusters Score -129363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -129364.968750 Penalty: 2147.911133
	Iteration 34Q: 3 clusters Score -129365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -129364.968750 Penalty: 2147.911133
	Iteration 35F: 3 clusters Score -129365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Entering Unmasked Estep 
Score: -7486935.000000 Penalty: 1653.685425
	Iteration 0F: 2 clusters Score -7486935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -7443203.000000 Penalty: 3307.370850
	Iteration 0F: 3 clusters Score -7443203 nChanged 31404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7461751.500000 Penalty: 3307.370850
	Iteration 1F: 3 clusters Score -7461752 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -7463065.500000 Penalty: 3307.370850
	Iteration 2Q: 3 clusters Score -7463066 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -7464753.500000 Penalty: 3307.370850
	Iteration 3F: 3 clusters Score -7464754 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -7466962.000000 Penalty: 3307.370850
	Iteration 4F: 3 clusters Score -7466962 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -7469714.500000 Penalty: 3307.370850
	Iteration 5F: 3 clusters Score -7469714 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -7473153.500000 Penalty: 3307.370850
	Iteration 6F: 3 clusters Score -7473154 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -7476624.500000 Penalty: 3307.370850
	Iteration 7F: 3 clusters Score -7476624 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7479450.500000 Penalty: 3307.370850
	Iteration 8F: 3 clusters Score -7479450 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -7481007.000000 Penalty: 3307.370850
	Iteration 9Q: 3 clusters Score -7481007 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -7481861.500000 Penalty: 3307.370850
	Iteration 10Q: 3 clusters Score -7481862 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7482413.500000 Penalty: 3307.370850
	Iteration 11Q: 3 clusters Score -7482414 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7482833.500000 Penalty: 3307.370850
	Iteration 12Q: 3 clusters Score -7482834 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -7483211.000000 Penalty: 3307.370850
	Iteration 13Q: 3 clusters Score -7483211 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -7483443.000000 Penalty: 3307.370850
	Iteration 14Q: 3 clusters Score -7483443 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7483616.000000 Penalty: 3307.370850
	Iteration 15Q: 3 clusters Score -7483616 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -7483731.500000 Penalty: 3307.370850
	Iteration 16Q: 3 clusters Score -7483732 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -7483836.500000 Penalty: 3307.370850
	Iteration 17Q: 3 clusters Score -7483836 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7483906.500000 Penalty: 3307.370850
	Iteration 18Q: 3 clusters Score -7483906 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7483987.500000 Penalty: 3307.370850
	Iteration 19Q: 3 clusters Score -7483988 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7484011.500000 Penalty: 3307.370850
	Iteration 20F: 3 clusters Score -7484012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -7484024.000000 Penalty: 3307.370850
	Iteration 21Q: 3 clusters Score -7484024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7484048.500000 Penalty: 3307.370850
	Iteration 22Q: 3 clusters Score -7484048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -7484028.500000 Penalty: 3307.370850
	Iteration 23Q: 3 clusters Score -7484028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -7484033.000000 Penalty: 3307.370850
	Iteration 24Q: 3 clusters Score -7484033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -7484021.500000 Penalty: 3307.370850
	Iteration 25Q: 3 clusters Score -7484022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7484048.500000 Penalty: 3307.370850
	Iteration 26Q: 3 clusters Score -7484048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -7484074.500000 Penalty: 3307.370850
	Iteration 27Q: 3 clusters Score -7484074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -7484083.000000 Penalty: 3307.370850
	Iteration 28Q: 3 clusters Score -7484083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7484096.500000 Penalty: 3307.370850
	Iteration 29Q: 3 clusters Score -7484096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -7484094.500000 Penalty: 3307.370850
	Iteration 30Q: 3 clusters Score -7484094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -7484095.000000 Penalty: 3307.370850
	Iteration 31Q: 3 clusters Score -7484095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -7484074.000000 Penalty: 3307.370850
	Iteration 32Q: 3 clusters Score -7484074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -7484083.500000 Penalty: 3307.370850
	Iteration 33Q: 3 clusters Score -7484084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7484074.000000 Penalty: 3307.370850
	Iteration 34Q: 3 clusters Score -7484074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7484067.500000 Penalty: 3307.370850
	Iteration 35Q: 3 clusters Score -7484068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -7484066.000000 Penalty: 3307.370850
	Iteration 36Q: 3 clusters Score -7484066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7484064.000000 Penalty: 3307.370850
	Iteration 37Q: 3 clusters Score -7484064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -7484066.000000 Penalty: 3307.370850
	Iteration 38Q: 3 clusters Score -7484066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7484064.500000 Penalty: 3307.370850
	Iteration 39Q: 3 clusters Score -7484064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -7484063.500000 Penalty: 3307.370850
	Iteration 40F: 3 clusters Score -7484064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7484077.000000 Penalty: 3307.370850
	Iteration 41Q: 3 clusters Score -7484077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -7484075.000000 Penalty: 3307.370850
	Iteration 42Q: 3 clusters Score -7484075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7484062.000000 Penalty: 3307.370850
	Iteration 43Q: 3 clusters Score -7484062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -7484060.500000 Penalty: 3307.370850
	Iteration 44Q: 3 clusters Score -7484060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7484059.500000 Penalty: 3307.370850
	Iteration 45Q: 3 clusters Score -7484060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -7484064.000000 Penalty: 3307.370850
	Iteration 46Q: 3 clusters Score -7484064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -7484064.500000 Penalty: 3307.370850
	Iteration 47Q: 3 clusters Score -7484064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -7484064.500000 Penalty: 3307.370850
	Iteration 48F: 3 clusters Score -7484064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -41592.988281 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -41592.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40708.496094 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -40708.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40883.484375 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -40883.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40933.117188 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -40933.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40970.585938 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -40970.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41012.179688 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -41012.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41036.730469 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -41036.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41047.820312 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -41047.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41055.187500 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -41055.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41060.730469 Penalty: 1823.356323
	Iteration 8Q: 3 clusters Score -41060.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41064.101562 Penalty: 1823.356323
	Iteration 9Q: 3 clusters Score -41064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41065.835938 Penalty: 1823.356323
	Iteration 10Q: 3 clusters Score -41065.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41065.835938 Penalty: 1823.356323
	Iteration 11F: 3 clusters Score -41065.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -546373.187500 Penalty: 1268.514526
	Iteration 0F: 2 clusters Score -546373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -542685.375000 Penalty: 2537.029053
	Iteration 0F: 3 clusters Score -542685.4 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -543749.062500 Penalty: 2537.029053
	Iteration 1F: 3 clusters Score -543749.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -543973.125000 Penalty: 2537.029053
	Iteration 2F: 3 clusters Score -543973.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -544125.500000 Penalty: 2537.029053
	Iteration 3F: 3 clusters Score -544125.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -544263.812500 Penalty: 2537.029053
	Iteration 4Q: 3 clusters Score -544263.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -544391.250000 Penalty: 2537.029053
	Iteration 5Q: 3 clusters Score -544391.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -544512.750000 Penalty: 2537.029053
	Iteration 6Q: 3 clusters Score -544512.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -544630.812500 Penalty: 2537.029053
	Iteration 7Q: 3 clusters Score -544630.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -544725.250000 Penalty: 2537.029053
	Iteration 8Q: 3 clusters Score -544725.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -544801.937500 Penalty: 2537.029053
	Iteration 9Q: 3 clusters Score -544801.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -544880.500000 Penalty: 2537.029053
	Iteration 10Q: 3 clusters Score -544880.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -544947.437500 Penalty: 2537.029053
	Iteration 11Q: 3 clusters Score -544947.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -545031.312500 Penalty: 2537.029053
	Iteration 12Q: 3 clusters Score -545031.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -545118.812500 Penalty: 2537.029053
	Iteration 13Q: 3 clusters Score -545118.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -545189.750000 Penalty: 2537.029053
	Iteration 14Q: 3 clusters Score -545189.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -545233.625000 Penalty: 2537.029053
	Iteration 15Q: 3 clusters Score -545233.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -545273.937500 Penalty: 2537.029053
	Iteration 16Q: 3 clusters Score -545273.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -545309.437500 Penalty: 2537.029053
	Iteration 17Q: 3 clusters Score -545309.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -545343.375000 Penalty: 2537.029053
	Iteration 18Q: 3 clusters Score -545343.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -545364.562500 Penalty: 2537.029053
	Iteration 19Q: 3 clusters Score -545364.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -545390.250000 Penalty: 2537.029053
	Iteration 20F: 3 clusters Score -545390.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -545416.062500 Penalty: 2537.029053
	Iteration 21Q: 3 clusters Score -545416.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -545442.687500 Penalty: 2537.029053
	Iteration 22Q: 3 clusters Score -545442.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -545468.125000 Penalty: 2537.029053
	Iteration 23Q: 3 clusters Score -545468.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -545491.375000 Penalty: 2537.029053
	Iteration 24Q: 3 clusters Score -545491.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -545514.125000 Penalty: 2537.029053
	Iteration 25Q: 3 clusters Score -545514.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -545528.625000 Penalty: 2537.029053
	Iteration 26Q: 3 clusters Score -545528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -545538.000000 Penalty: 2537.029053
	Iteration 27Q: 3 clusters Score -545538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -545544.625000 Penalty: 2537.029053
	Iteration 28Q: 3 clusters Score -545544.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -545553.375000 Penalty: 2537.029053
	Iteration 29Q: 3 clusters Score -545553.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -545562.687500 Penalty: 2537.029053
	Iteration 30Q: 3 clusters Score -545562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -545570.812500 Penalty: 2537.029053
	Iteration 31Q: 3 clusters Score -545570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -545578.062500 Penalty: 2537.029053
	Iteration 32Q: 3 clusters Score -545578.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -545582.250000 Penalty: 2537.029053
	Iteration 33Q: 3 clusters Score -545582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -545587.875000 Penalty: 2537.029053
	Iteration 34Q: 3 clusters Score -545587.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -545592.375000 Penalty: 2537.029053
	Iteration 35Q: 3 clusters Score -545592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -545594.687500 Penalty: 2537.029053
	Iteration 36Q: 3 clusters Score -545594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -545595.875000 Penalty: 2537.029053
	Iteration 37Q: 3 clusters Score -545595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -545597.062500 Penalty: 2537.029053
	Iteration 38Q: 3 clusters Score -545597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -545597.750000 Penalty: 2537.029053
	Iteration 39Q: 3 clusters Score -545597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -545598.062500 Penalty: 2537.029053
	Iteration 40F: 3 clusters Score -545598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -683667.937500 Penalty: 1301.605957
	Iteration 0F: 2 clusters Score -683667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -679208.375000 Penalty: 2603.211914
	Iteration 0F: 3 clusters Score -679208.4 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -680525.312500 Penalty: 2603.211914
	Iteration 1F: 3 clusters Score -680525.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -680826.687500 Penalty: 2603.211914
	Iteration 2F: 3 clusters Score -680826.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -681091.687500 Penalty: 2603.211914
	Iteration 3F: 3 clusters Score -681091.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -681348.625000 Penalty: 2603.211914
	Iteration 4F: 3 clusters Score -681348.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -681587.750000 Penalty: 2603.211914
	Iteration 5F: 3 clusters Score -681587.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -681805.812500 Penalty: 2603.211914
	Iteration 6F: 3 clusters Score -681805.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -682009.937500 Penalty: 2603.211914
	Iteration 7Q: 3 clusters Score -682009.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -682189.937500 Penalty: 2603.211914
	Iteration 8Q: 3 clusters Score -682189.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -682360.812500 Penalty: 2603.211914
	Iteration 9Q: 3 clusters Score -682360.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -682543.625000 Penalty: 2603.211914
	Iteration 10Q: 3 clusters Score -682543.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -682661.562500 Penalty: 2603.211914
	Iteration 11Q: 3 clusters Score -682661.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -682739.187500 Penalty: 2603.211914
	Iteration 12Q: 3 clusters Score -682739.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -682804.062500 Penalty: 2603.211914
	Iteration 13Q: 3 clusters Score -682804.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -682832.000000 Penalty: 2603.211914
	Iteration 14Q: 3 clusters Score -682832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -682847.687500 Penalty: 2603.211914
	Iteration 15Q: 3 clusters Score -682847.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -682862.062500 Penalty: 2603.211914
	Iteration 16Q: 3 clusters Score -682862.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -682870.375000 Penalty: 2603.211914
	Iteration 17Q: 3 clusters Score -682870.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -682881.062500 Penalty: 2603.211914
	Iteration 18Q: 3 clusters Score -682881.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -682887.250000 Penalty: 2603.211914
	Iteration 19Q: 3 clusters Score -682887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -682889.187500 Penalty: 2603.211914
	Iteration 20F: 3 clusters Score -682889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -682894.062500 Penalty: 2603.211914
	Iteration 21Q: 3 clusters Score -682894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -682898.812500 Penalty: 2603.211914
	Iteration 22Q: 3 clusters Score -682898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -682899.125000 Penalty: 2603.211914
	Iteration 23Q: 3 clusters Score -682899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -682904.500000 Penalty: 2603.211914
	Iteration 24Q: 3 clusters Score -682904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -682904.187500 Penalty: 2603.211914
	Iteration 25Q: 3 clusters Score -682904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -682905.500000 Penalty: 2603.211914
	Iteration 26Q: 3 clusters Score -682905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -682907.125000 Penalty: 2603.211914
	Iteration 27Q: 3 clusters Score -682907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -682907.062500 Penalty: 2603.211914
	Iteration 28Q: 3 clusters Score -682907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -682907.062500 Penalty: 2603.211914
	Iteration 29F: 3 clusters Score -682907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Entering Unmasked Estep 
Score: -894672.500000 Penalty: 1333.164673
	Iteration 0F: 2 clusters Score -894672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -889313.062500 Penalty: 2666.329346
	Iteration 0F: 3 clusters Score -889313.1 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -890988.062500 Penalty: 2666.329346
	Iteration 1F: 3 clusters Score -890988.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -891250.562500 Penalty: 2666.329346
	Iteration 2F: 3 clusters Score -891250.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -891430.062500 Penalty: 2666.329346
	Iteration 3Q: 3 clusters Score -891430.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -891562.375000 Penalty: 2666.329346
	Iteration 4Q: 3 clusters Score -891562.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -891663.000000 Penalty: 2666.329346
	Iteration 5Q: 3 clusters Score -891663 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -891733.937500 Penalty: 2666.329346
	Iteration 6Q: 3 clusters Score -891733.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -891793.750000 Penalty: 2666.329346
	Iteration 7Q: 3 clusters Score -891793.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -891860.937500 Penalty: 2666.329346
	Iteration 8Q: 3 clusters Score -891860.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -891933.875000 Penalty: 2666.329346
	Iteration 9Q: 3 clusters Score -891933.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -892008.937500 Penalty: 2666.329346
	Iteration 10Q: 3 clusters Score -892008.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -892078.437500 Penalty: 2666.329346
	Iteration 11Q: 3 clusters Score -892078.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -892167.750000 Penalty: 2666.329346
	Iteration 12Q: 3 clusters Score -892167.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -892245.375000 Penalty: 2666.329346
	Iteration 13Q: 3 clusters Score -892245.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -892327.750000 Penalty: 2666.329346
	Iteration 14Q: 3 clusters Score -892327.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -892410.000000 Penalty: 2666.329346
	Iteration 15Q: 3 clusters Score -892410 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -892493.875000 Penalty: 2666.329346
	Iteration 16Q: 3 clusters Score -892493.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -892583.437500 Penalty: 2666.329346
	Iteration 17Q: 3 clusters Score -892583.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -892691.125000 Penalty: 2666.329346
	Iteration 18Q: 3 clusters Score -892691.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -892818.500000 Penalty: 2666.329346
	Iteration 19Q: 3 clusters Score -892818.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -893025.312500 Penalty: 2666.329346
	Iteration 20F: 3 clusters Score -893025.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -893270.375000 Penalty: 2666.329346
	Iteration 21Q: 3 clusters Score -893270.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -893495.500000 Penalty: 2666.329346
	Iteration 22Q: 3 clusters Score -893495.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -893646.750000 Penalty: 2666.329346
	Iteration 23Q: 3 clusters Score -893646.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -893737.187500 Penalty: 2666.329346
	Iteration 24Q: 3 clusters Score -893737.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -893798.437500 Penalty: 2666.329346
	Iteration 25Q: 3 clusters Score -893798.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -893825.562500 Penalty: 2666.329346
	Iteration 26Q: 3 clusters Score -893825.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -893849.312500 Penalty: 2666.329346
	Iteration 27Q: 3 clusters Score -893849.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -893881.062500 Penalty: 2666.329346
	Iteration 28Q: 3 clusters Score -893881.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -893901.375000 Penalty: 2666.329346
	Iteration 29Q: 3 clusters Score -893901.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -893921.875000 Penalty: 2666.329346
	Iteration 30Q: 3 clusters Score -893921.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -893941.062500 Penalty: 2666.329346
	Iteration 31Q: 3 clusters Score -893941.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -893955.000000 Penalty: 2666.329346
	Iteration 32Q: 3 clusters Score -893955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -893967.812500 Penalty: 2666.329346
	Iteration 33Q: 3 clusters Score -893967.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -893983.562500 Penalty: 2666.329346
	Iteration 34Q: 3 clusters Score -893983.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -893996.062500 Penalty: 2666.329346
	Iteration 35Q: 3 clusters Score -893996.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -894005.562500 Penalty: 2666.329346
	Iteration 36Q: 3 clusters Score -894005.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -894018.500000 Penalty: 2666.329346
	Iteration 37Q: 3 clusters Score -894018.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -894031.437500 Penalty: 2666.329346
	Iteration 38Q: 3 clusters Score -894031.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -894056.000000 Penalty: 2666.329346
	Iteration 39Q: 3 clusters Score -894056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -894075.687500 Penalty: 2666.329346
	Iteration 40F: 3 clusters Score -894075.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -894092.000000 Penalty: 2666.329346
	Iteration 41Q: 3 clusters Score -894092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -894109.875000 Penalty: 2666.329346
	Iteration 42Q: 3 clusters Score -894109.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -894125.750000 Penalty: 2666.329346
	Iteration 43Q: 3 clusters Score -894125.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -894142.375000 Penalty: 2666.329346
	Iteration 44Q: 3 clusters Score -894142.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -894160.187500 Penalty: 2666.329346
	Iteration 45Q: 3 clusters Score -894160.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -894176.187500 Penalty: 2666.329346
	Iteration 46Q: 3 clusters Score -894176.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -894194.062500 Penalty: 2666.329346
	Iteration 47Q: 3 clusters Score -894194.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -894211.000000 Penalty: 2666.329346
	Iteration 48Q: 3 clusters Score -894211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -894221.562500 Penalty: 2666.329346
	Iteration 49Q: 3 clusters Score -894221.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -894232.437500 Penalty: 2666.329346
	Iteration 50Q: 3 clusters Score -894232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -894241.125000 Penalty: 2666.329346
	Iteration 51Q: 3 clusters Score -894241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -894252.875000 Penalty: 2666.329346
	Iteration 52Q: 3 clusters Score -894252.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -894262.687500 Penalty: 2666.329346
	Iteration 53Q: 3 clusters Score -894262.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -894270.375000 Penalty: 2666.329346
	Iteration 54Q: 3 clusters Score -894270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -894277.750000 Penalty: 2666.329346
	Iteration 55Q: 3 clusters Score -894277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -894280.000000 Penalty: 2666.329346
	Iteration 56Q: 3 clusters Score -894280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -894285.125000 Penalty: 2666.329346
	Iteration 57Q: 3 clusters Score -894285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -894291.062500 Penalty: 2666.329346
	Iteration 58Q: 3 clusters Score -894291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -894293.937500 Penalty: 2666.329346
	Iteration 59Q: 3 clusters Score -894293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -894297.562500 Penalty: 2666.329346
	Iteration 60F: 3 clusters Score -894297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -894299.375000 Penalty: 2666.329346
	Iteration 61Q: 3 clusters Score -894299.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -894301.500000 Penalty: 2666.329346
	Iteration 62Q: 3 clusters Score -894301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -894304.312500 Penalty: 2666.329346
	Iteration 63Q: 3 clusters Score -894304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -894306.250000 Penalty: 2666.329346
	Iteration 64Q: 3 clusters Score -894306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -894308.687500 Penalty: 2666.329346
	Iteration 65Q: 3 clusters Score -894308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -894307.687500 Penalty: 2666.329346
	Iteration 66Q: 3 clusters Score -894307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -894308.687500 Penalty: 2666.329346
	Iteration 67Q: 3 clusters Score -894308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -894309.562500 Penalty: 2666.329346
	Iteration 68Q: 3 clusters Score -894309.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -894309.562500 Penalty: 2666.329346
	Iteration 69F: 3 clusters Score -894309.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Entering Unmasked Estep 
Score: -2066363.000000 Penalty: 1452.625854
	Iteration 0F: 2 clusters Score -2066363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2054935.625000 Penalty: 2905.251709
	Iteration 0F: 3 clusters Score -2054936 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2059025.375000 Penalty: 2905.251709
	Iteration 1F: 3 clusters Score -2059025 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2059513.250000 Penalty: 2905.251709
	Iteration 2F: 3 clusters Score -2059513 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2060005.375000 Penalty: 2905.251709
	Iteration 3F: 3 clusters Score -2060005 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2060518.125000 Penalty: 2905.251709
	Iteration 4F: 3 clusters Score -2060518 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2061011.000000 Penalty: 2905.251709
	Iteration 5F: 3 clusters Score -2061011 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2061497.125000 Penalty: 2905.251709
	Iteration 6F: 3 clusters Score -2061497 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2061967.750000 Penalty: 2905.251709
	Iteration 7F: 3 clusters Score -2061968 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2062366.500000 Penalty: 2905.251709
	Iteration 8Q: 3 clusters Score -2062366 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2062690.000000 Penalty: 2905.251709
	Iteration 9Q: 3 clusters Score -2062690 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2062905.000000 Penalty: 2905.251709
	Iteration 10Q: 3 clusters Score -2062905 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2063072.375000 Penalty: 2905.251709
	Iteration 11Q: 3 clusters Score -2063072 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2063199.250000 Penalty: 2905.251709
	Iteration 12Q: 3 clusters Score -2063199 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2063338.375000 Penalty: 2905.251709
	Iteration 13Q: 3 clusters Score -2063338 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2063459.875000 Penalty: 2905.251709
	Iteration 14Q: 3 clusters Score -2063460 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2063597.750000 Penalty: 2905.251709
	Iteration 15Q: 3 clusters Score -2063598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2063727.125000 Penalty: 2905.251709
	Iteration 16Q: 3 clusters Score -2063727 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2063849.125000 Penalty: 2905.251709
	Iteration 17Q: 3 clusters Score -2063849 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2063966.125000 Penalty: 2905.251709
	Iteration 18Q: 3 clusters Score -2063966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2064106.250000 Penalty: 2905.251709
	Iteration 19Q: 3 clusters Score -2064106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2064257.500000 Penalty: 2905.251709
	Iteration 20F: 3 clusters Score -2064258 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2064386.375000 Penalty: 2905.251709
	Iteration 21Q: 3 clusters Score -2064386 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2064490.375000 Penalty: 2905.251709
	Iteration 22Q: 3 clusters Score -2064490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2064599.875000 Penalty: 2905.251709
	Iteration 23Q: 3 clusters Score -2064600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2064692.125000 Penalty: 2905.251709
	Iteration 24Q: 3 clusters Score -2064692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2064774.000000 Penalty: 2905.251709
	Iteration 25Q: 3 clusters Score -2064774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2064851.375000 Penalty: 2905.251709
	Iteration 26Q: 3 clusters Score -2064851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2064915.375000 Penalty: 2905.251709
	Iteration 27Q: 3 clusters Score -2064915 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2064974.500000 Penalty: 2905.251709
	Iteration 28Q: 3 clusters Score -2064974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2065025.625000 Penalty: 2905.251709
	Iteration 29Q: 3 clusters Score -2065026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2065071.500000 Penalty: 2905.251709
	Iteration 30Q: 3 clusters Score -2065072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2065100.625000 Penalty: 2905.251709
	Iteration 31Q: 3 clusters Score -2065101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2065116.375000 Penalty: 2905.251709
	Iteration 32Q: 3 clusters Score -2065116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2065136.125000 Penalty: 2905.251709
	Iteration 33Q: 3 clusters Score -2065136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2065144.875000 Penalty: 2905.251709
	Iteration 34Q: 3 clusters Score -2065145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2065161.375000 Penalty: 2905.251709
	Iteration 35Q: 3 clusters Score -2065161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2065171.875000 Penalty: 2905.251709
	Iteration 36Q: 3 clusters Score -2065172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2065178.625000 Penalty: 2905.251709
	Iteration 37Q: 3 clusters Score -2065179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2065184.500000 Penalty: 2905.251709
	Iteration 38Q: 3 clusters Score -2065184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2065201.000000 Penalty: 2905.251709
	Iteration 39Q: 3 clusters Score -2065201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2065204.500000 Penalty: 2905.251709
	Iteration 40F: 3 clusters Score -2065204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2065212.375000 Penalty: 2905.251709
	Iteration 41Q: 3 clusters Score -2065212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2065209.375000 Penalty: 2905.251709
	Iteration 42Q: 3 clusters Score -2065209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2065210.250000 Penalty: 2905.251709
	Iteration 43Q: 3 clusters Score -2065210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2065208.250000 Penalty: 2905.251709
	Iteration 44Q: 3 clusters Score -2065208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2065208.250000 Penalty: 2905.251709
	Iteration 45F: 3 clusters Score -2065208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1001045.000000 Penalty: 1354.589355
	Iteration 0F: 2 clusters Score -1001045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -994931.500000 Penalty: 2709.178711
	Iteration 0F: 3 clusters Score -994931.5 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -996836.500000 Penalty: 2709.178711
	Iteration 1F: 3 clusters Score -996836.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -997134.000000 Penalty: 2709.178711
	Iteration 2F: 3 clusters Score -997134 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -997327.750000 Penalty: 2709.178711
	Iteration 3Q: 3 clusters Score -997327.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -997452.625000 Penalty: 2709.178711
	Iteration 4Q: 3 clusters Score -997452.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -997554.875000 Penalty: 2709.178711
	Iteration 5Q: 3 clusters Score -997554.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -997654.937500 Penalty: 2709.178711
	Iteration 6Q: 3 clusters Score -997654.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -997768.062500 Penalty: 2709.178711
	Iteration 7Q: 3 clusters Score -997768.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -997891.250000 Penalty: 2709.178711
	Iteration 8Q: 3 clusters Score -997891.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -998044.562500 Penalty: 2709.178711
	Iteration 9Q: 3 clusters Score -998044.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -998233.875000 Penalty: 2709.178711
	Iteration 10Q: 3 clusters Score -998233.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -998451.187500 Penalty: 2709.178711
	Iteration 11Q: 3 clusters Score -998451.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -998686.375000 Penalty: 2709.178711
	Iteration 12Q: 3 clusters Score -998686.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -998907.312500 Penalty: 2709.178711
	Iteration 13Q: 3 clusters Score -998907.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -999117.750000 Penalty: 2709.178711
	Iteration 14Q: 3 clusters Score -999117.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -999349.937500 Penalty: 2709.178711
	Iteration 15Q: 3 clusters Score -999349.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -999563.625000 Penalty: 2709.178711
	Iteration 16Q: 3 clusters Score -999563.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -999759.437500 Penalty: 2709.178711
	Iteration 17Q: 3 clusters Score -999759.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -999904.937500 Penalty: 2709.178711
	Iteration 18Q: 3 clusters Score -999904.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1000011.062500 Penalty: 2709.178711
	Iteration 19Q: 3 clusters Score -1000011 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1000088.437500 Penalty: 2709.178711
	Iteration 20F: 3 clusters Score -1000088 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1000146.625000 Penalty: 2709.178711
	Iteration 21Q: 3 clusters Score -1000147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1000193.875000 Penalty: 2709.178711
	Iteration 22Q: 3 clusters Score -1000194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1000237.562500 Penalty: 2709.178711
	Iteration 23Q: 3 clusters Score -1000238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1000264.500000 Penalty: 2709.178711
	Iteration 24Q: 3 clusters Score -1000264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1000292.375000 Penalty: 2709.178711
	Iteration 25Q: 3 clusters Score -1000292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1000311.000000 Penalty: 2709.178711
	Iteration 26Q: 3 clusters Score -1000311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1000332.000000 Penalty: 2709.178711
	Iteration 27Q: 3 clusters Score -1000332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1000346.750000 Penalty: 2709.178711
	Iteration 28Q: 3 clusters Score -1000347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1000356.562500 Penalty: 2709.178711
	Iteration 29Q: 3 clusters Score -1000357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1000367.187500 Penalty: 2709.178711
	Iteration 30Q: 3 clusters Score -1000367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1000378.750000 Penalty: 2709.178711
	Iteration 31Q: 3 clusters Score -1000379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1000386.750000 Penalty: 2709.178711
	Iteration 32Q: 3 clusters Score -1000387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1000398.625000 Penalty: 2709.178711
	Iteration 33Q: 3 clusters Score -1000399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1000407.187500 Penalty: 2709.178711
	Iteration 34Q: 3 clusters Score -1000407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1000418.062500 Penalty: 2709.178711
	Iteration 35Q: 3 clusters Score -1000418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1000427.500000 Penalty: 2709.178711
	Iteration 36Q: 3 clusters Score -1000428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1000434.375000 Penalty: 2709.178711
	Iteration 37Q: 3 clusters Score -1000434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1000437.437500 Penalty: 2709.178711
	Iteration 38Q: 3 clusters Score -1000437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1000444.250000 Penalty: 2709.178711
	Iteration 39Q: 3 clusters Score -1000444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1000451.875000 Penalty: 2709.178711
	Iteration 40F: 3 clusters Score -1000452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1000456.875000 Penalty: 2709.178711
	Iteration 41Q: 3 clusters Score -1000457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1000464.125000 Penalty: 2709.178711
	Iteration 42Q: 3 clusters Score -1000464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1000468.812500 Penalty: 2709.178711
	Iteration 43Q: 3 clusters Score -1000469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1000475.000000 Penalty: 2709.178711
	Iteration 44Q: 3 clusters Score -1000475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1000484.125000 Penalty: 2709.178711
	Iteration 45Q: 3 clusters Score -1000484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1000484.625000 Penalty: 2709.178711
	Iteration 46Q: 3 clusters Score -1000485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1000485.812500 Penalty: 2709.178711
	Iteration 47Q: 3 clusters Score -1000486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1000487.750000 Penalty: 2709.178711
	Iteration 48Q: 3 clusters Score -1000488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1000487.750000 Penalty: 2709.178711
	Iteration 49F: 3 clusters Score -1000488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Entering Unmasked Estep 
Score: -1226781.875000 Penalty: 1389.969604
	Iteration 0F: 2 clusters Score -1226782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1219146.250000 Penalty: 2779.939209
	Iteration 0F: 3 clusters Score -1219146 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1221784.000000 Penalty: 2779.939209
	Iteration 1F: 3 clusters Score -1221784 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1222142.750000 Penalty: 2779.939209
	Iteration 2F: 3 clusters Score -1222143 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1222430.875000 Penalty: 2779.939209
	Iteration 3F: 3 clusters Score -1222431 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1222718.250000 Penalty: 2779.939209
	Iteration 4Q: 3 clusters Score -1222718 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1223020.125000 Penalty: 2779.939209
	Iteration 5Q: 3 clusters Score -1223020 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1223318.000000 Penalty: 2779.939209
	Iteration 6Q: 3 clusters Score -1223318 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1223609.875000 Penalty: 2779.939209
	Iteration 7Q: 3 clusters Score -1223610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1223899.375000 Penalty: 2779.939209
	Iteration 8Q: 3 clusters Score -1223899 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1224241.500000 Penalty: 2779.939209
	Iteration 9Q: 3 clusters Score -1224242 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1224568.375000 Penalty: 2779.939209
	Iteration 10Q: 3 clusters Score -1224568 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1224862.375000 Penalty: 2779.939209
	Iteration 11Q: 3 clusters Score -1224862 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1225085.375000 Penalty: 2779.939209
	Iteration 12Q: 3 clusters Score -1225085 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1225243.000000 Penalty: 2779.939209
	Iteration 13Q: 3 clusters Score -1225243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1225370.625000 Penalty: 2779.939209
	Iteration 14Q: 3 clusters Score -1225371 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1225462.875000 Penalty: 2779.939209
	Iteration 15Q: 3 clusters Score -1225463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1225525.125000 Penalty: 2779.939209
	Iteration 16Q: 3 clusters Score -1225525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1225579.875000 Penalty: 2779.939209
	Iteration 17Q: 3 clusters Score -1225580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1225620.000000 Penalty: 2779.939209
	Iteration 18Q: 3 clusters Score -1225620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1225649.875000 Penalty: 2779.939209
	Iteration 19Q: 3 clusters Score -1225650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1225690.375000 Penalty: 2779.939209
	Iteration 20F: 3 clusters Score -1225690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1225725.625000 Penalty: 2779.939209
	Iteration 21Q: 3 clusters Score -1225726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1225747.500000 Penalty: 2779.939209
	Iteration 22Q: 3 clusters Score -1225748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1225769.000000 Penalty: 2779.939209
	Iteration 23Q: 3 clusters Score -1225769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1225784.250000 Penalty: 2779.939209
	Iteration 24Q: 3 clusters Score -1225784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1225796.500000 Penalty: 2779.939209
	Iteration 25Q: 3 clusters Score -1225796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1225812.500000 Penalty: 2779.939209
	Iteration 26Q: 3 clusters Score -1225812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1225820.250000 Penalty: 2779.939209
	Iteration 27Q: 3 clusters Score -1225820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1225829.000000 Penalty: 2779.939209
	Iteration 28Q: 3 clusters Score -1225829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1225836.250000 Penalty: 2779.939209
	Iteration 29Q: 3 clusters Score -1225836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1225845.375000 Penalty: 2779.939209
	Iteration 30Q: 3 clusters Score -1225845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1225854.375000 Penalty: 2779.939209
	Iteration 31Q: 3 clusters Score -1225854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1225861.875000 Penalty: 2779.939209
	Iteration 32Q: 3 clusters Score -1225862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1225869.000000 Penalty: 2779.939209
	Iteration 33Q: 3 clusters Score -1225869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1225868.000000 Penalty: 2779.939209
	Iteration 34Q: 3 clusters Score -1225868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1225871.625000 Penalty: 2779.939209
	Iteration 35Q: 3 clusters Score -1225872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1225877.500000 Penalty: 2779.939209
	Iteration 36Q: 3 clusters Score -1225878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1225887.750000 Penalty: 2779.939209
	Iteration 37Q: 3 clusters Score -1225888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1225889.875000 Penalty: 2779.939209
	Iteration 38Q: 3 clusters Score -1225890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1225897.250000 Penalty: 2779.939209
	Iteration 39Q: 3 clusters Score -1225897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1225901.250000 Penalty: 2779.939209
	Iteration 40F: 3 clusters Score -1225901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1225910.500000 Penalty: 2779.939209
	Iteration 41Q: 3 clusters Score -1225910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1225911.500000 Penalty: 2779.939209
	Iteration 42Q: 3 clusters Score -1225912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1225913.500000 Penalty: 2779.939209
	Iteration 43Q: 3 clusters Score -1225914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1225920.125000 Penalty: 2779.939209
	Iteration 44Q: 3 clusters Score -1225920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1225925.625000 Penalty: 2779.939209
	Iteration 45Q: 3 clusters Score -1225926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1225930.125000 Penalty: 2779.939209
	Iteration 46Q: 3 clusters Score -1225930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1225929.625000 Penalty: 2779.939209
	Iteration 47Q: 3 clusters Score -1225930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1225931.875000 Penalty: 2779.939209
	Iteration 48Q: 3 clusters Score -1225932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1225932.125000 Penalty: 2779.939209
	Iteration 49Q: 3 clusters Score -1225932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1225932.125000 Penalty: 2779.939209
	Iteration 50F: 3 clusters Score -1225932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Entering Unmasked Estep 
Score: -4909294.500000 Penalty: 1583.673828
	Iteration 0F: 2 clusters Score -4909294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4882166.500000 Penalty: 3167.347656
	Iteration 0F: 3 clusters Score -4882166 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4892727.000000 Penalty: 3167.347656
	Iteration 1F: 3 clusters Score -4892727 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4893243.000000 Penalty: 3167.347656
	Iteration 2Q: 3 clusters Score -4893243 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -4893711.000000 Penalty: 3167.347656
	Iteration 3Q: 3 clusters Score -4893711 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4894179.000000 Penalty: 3167.347656
	Iteration 4Q: 3 clusters Score -4894179 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4894650.500000 Penalty: 3167.347656
	Iteration 5Q: 3 clusters Score -4894650 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4895212.500000 Penalty: 3167.347656
	Iteration 6Q: 3 clusters Score -4895212 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4895893.000000 Penalty: 3167.347656
	Iteration 7Q: 3 clusters Score -4895893 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4896851.000000 Penalty: 3167.347656
	Iteration 8Q: 3 clusters Score -4896851 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4898191.000000 Penalty: 3167.347656
	Iteration 9F: 3 clusters Score -4898191 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4899821.000000 Penalty: 3167.347656
	Iteration 10F: 3 clusters Score -4899821 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4901639.000000 Penalty: 3167.347656
	Iteration 11F: 3 clusters Score -4901639 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -4903404.500000 Penalty: 3167.347656
	Iteration 12F: 3 clusters Score -4903404 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4904884.000000 Penalty: 3167.347656
	Iteration 13Q: 3 clusters Score -4904884 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4905945.500000 Penalty: 3167.347656
	Iteration 14Q: 3 clusters Score -4905946 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4906739.500000 Penalty: 3167.347656
	Iteration 15Q: 3 clusters Score -4906740 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4907263.000000 Penalty: 3167.347656
	Iteration 16Q: 3 clusters Score -4907263 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4907583.500000 Penalty: 3167.347656
	Iteration 17Q: 3 clusters Score -4907584 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4907771.000000 Penalty: 3167.347656
	Iteration 18Q: 3 clusters Score -4907771 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4907879.000000 Penalty: 3167.347656
	Iteration 19Q: 3 clusters Score -4907879 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4907946.500000 Penalty: 3167.347656
	Iteration 20F: 3 clusters Score -4907946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4908011.000000 Penalty: 3167.347656
	Iteration 21Q: 3 clusters Score -4908011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4908054.000000 Penalty: 3167.347656
	Iteration 22Q: 3 clusters Score -4908054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4908085.500000 Penalty: 3167.347656
	Iteration 23Q: 3 clusters Score -4908086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4908099.000000 Penalty: 3167.347656
	Iteration 24Q: 3 clusters Score -4908099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4908108.000000 Penalty: 3167.347656
	Iteration 25Q: 3 clusters Score -4908108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4908117.000000 Penalty: 3167.347656
	Iteration 26Q: 3 clusters Score -4908117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4908123.000000 Penalty: 3167.347656
	Iteration 27Q: 3 clusters Score -4908123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4908124.000000 Penalty: 3167.347656
	Iteration 28Q: 3 clusters Score -4908124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4908127.500000 Penalty: 3167.347656
	Iteration 29Q: 3 clusters Score -4908128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4908135.500000 Penalty: 3167.347656
	Iteration 30Q: 3 clusters Score -4908136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4908141.000000 Penalty: 3167.347656
	Iteration 31Q: 3 clusters Score -4908141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4908150.500000 Penalty: 3167.347656
	Iteration 32Q: 3 clusters Score -4908150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4908152.000000 Penalty: 3167.347656
	Iteration 33Q: 3 clusters Score -4908152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4908158.000000 Penalty: 3167.347656
	Iteration 34Q: 3 clusters Score -4908158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4908158.500000 Penalty: 3167.347656
	Iteration 35Q: 3 clusters Score -4908158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4908160.500000 Penalty: 3167.347656
	Iteration 36Q: 3 clusters Score -4908160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4908169.000000 Penalty: 3167.347656
	Iteration 37Q: 3 clusters Score -4908169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4908167.000000 Penalty: 3167.347656
	Iteration 38Q: 3 clusters Score -4908167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4908172.500000 Penalty: 3167.347656
	Iteration 39Q: 3 clusters Score -4908172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4908165.500000 Penalty: 3167.347656
	Iteration 40F: 3 clusters Score -4908166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4908171.000000 Penalty: 3167.347656
	Iteration 41Q: 3 clusters Score -4908171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4908168.500000 Penalty: 3167.347656
	Iteration 42Q: 3 clusters Score -4908168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4908167.500000 Penalty: 3167.347656
	Iteration 43Q: 3 clusters Score -4908168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4908167.500000 Penalty: 3167.347656
	Iteration 44F: 3 clusters Score -4908168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (35673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Entering Unmasked Estep 
Score: -3938580.500000 Penalty: 1559.743774
	Iteration 0F: 2 clusters Score -3938580 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 17786 members 
Entering Unmasked Estep 
Score: -3915138.750000 Penalty: 3119.487549
	Iteration 0F: 3 clusters Score -3915139 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3924264.000000 Penalty: 3119.487549
	Iteration 1F: 3 clusters Score -3924264 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3924945.250000 Penalty: 3119.487549
	Iteration 2F: 3 clusters Score -3924945 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3925596.000000 Penalty: 3119.487549
	Iteration 3Q: 3 clusters Score -3925596 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3926278.500000 Penalty: 3119.487549
	Iteration 4Q: 3 clusters Score -3926278 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3927060.000000 Penalty: 3119.487549
	Iteration 5Q: 3 clusters Score -3927060 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3928046.500000 Penalty: 3119.487549
	Iteration 6Q: 3 clusters Score -3928046 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3929197.750000 Penalty: 3119.487549
	Iteration 7F: 3 clusters Score -3929198 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3930549.250000 Penalty: 3119.487549
	Iteration 8F: 3 clusters Score -3930549 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3931955.750000 Penalty: 3119.487549
	Iteration 9F: 3 clusters Score -3931956 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3933123.000000 Penalty: 3119.487549
	Iteration 10Q: 3 clusters Score -3933123 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3934029.250000 Penalty: 3119.487549
	Iteration 11Q: 3 clusters Score -3934029 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3934792.750000 Penalty: 3119.487549
	Iteration 12Q: 3 clusters Score -3934793 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3935342.000000 Penalty: 3119.487549
	Iteration 13Q: 3 clusters Score -3935342 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3935758.750000 Penalty: 3119.487549
	Iteration 14Q: 3 clusters Score -3935759 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3936138.500000 Penalty: 3119.487549
	Iteration 15Q: 3 clusters Score -3936138 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3936438.000000 Penalty: 3119.487549
	Iteration 16Q: 3 clusters Score -3936438 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3936683.250000 Penalty: 3119.487549
	Iteration 17Q: 3 clusters Score -3936683 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3936875.000000 Penalty: 3119.487549
	Iteration 18Q: 3 clusters Score -3936875 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3937024.750000 Penalty: 3119.487549
	Iteration 19Q: 3 clusters Score -3937025 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3937136.000000 Penalty: 3119.487549
	Iteration 20F: 3 clusters Score -3937136 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3937236.250000 Penalty: 3119.487549
	Iteration 21Q: 3 clusters Score -3937236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3937289.250000 Penalty: 3119.487549
	Iteration 22Q: 3 clusters Score -3937289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3937335.250000 Penalty: 3119.487549
	Iteration 23Q: 3 clusters Score -3937335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3937383.250000 Penalty: 3119.487549
	Iteration 24Q: 3 clusters Score -3937383 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3937428.250000 Penalty: 3119.487549
	Iteration 25Q: 3 clusters Score -3937428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3937474.000000 Penalty: 3119.487549
	Iteration 26Q: 3 clusters Score -3937474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3937496.250000 Penalty: 3119.487549
	Iteration 27Q: 3 clusters Score -3937496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3937524.000000 Penalty: 3119.487549
	Iteration 28Q: 3 clusters Score -3937524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3937542.750000 Penalty: 3119.487549
	Iteration 29Q: 3 clusters Score -3937543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3937565.250000 Penalty: 3119.487549
	Iteration 30Q: 3 clusters Score -3937565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3937576.250000 Penalty: 3119.487549
	Iteration 31Q: 3 clusters Score -3937576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3937586.750000 Penalty: 3119.487549
	Iteration 32Q: 3 clusters Score -3937587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3937593.750000 Penalty: 3119.487549
	Iteration 33Q: 3 clusters Score -3937594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3937597.500000 Penalty: 3119.487549
	Iteration 34Q: 3 clusters Score -3937598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3937606.750000 Penalty: 3119.487549
	Iteration 35Q: 3 clusters Score -3937607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3937607.000000 Penalty: 3119.487549
	Iteration 36Q: 3 clusters Score -3937607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3937607.750000 Penalty: 3119.487549
	Iteration 37Q: 3 clusters Score -3937608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3937615.500000 Penalty: 3119.487549
	Iteration 38Q: 3 clusters Score -3937616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3937622.000000 Penalty: 3119.487549
	Iteration 39Q: 3 clusters Score -3937622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3937626.500000 Penalty: 3119.487549
	Iteration 40F: 3 clusters Score -3937626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3937630.500000 Penalty: 3119.487549
	Iteration 41Q: 3 clusters Score -3937630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3937629.750000 Penalty: 3119.487549
	Iteration 42Q: 3 clusters Score -3937630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3937636.750000 Penalty: 3119.487549
	Iteration 43Q: 3 clusters Score -3937637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3937636.500000 Penalty: 3119.487549
	Iteration 44Q: 3 clusters Score -3937636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3937635.750000 Penalty: 3119.487549
	Iteration 45Q: 3 clusters Score -3937636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3937633.000000 Penalty: 3119.487549
	Iteration 46Q: 3 clusters Score -3937633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3937633.000000 Penalty: 3119.487549
	Iteration 47F: 3 clusters Score -3937633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -909049.187500 Penalty: 1341.512573
	Iteration 0F: 2 clusters Score -909049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -903440.562500 Penalty: 2683.025146
	Iteration 0F: 3 clusters Score -903440.6 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -905182.250000 Penalty: 2683.025146
	Iteration 1F: 3 clusters Score -905182.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -905404.750000 Penalty: 2683.025146
	Iteration 2F: 3 clusters Score -905404.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -905567.500000 Penalty: 2683.025146
	Iteration 3Q: 3 clusters Score -905567.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -905710.937500 Penalty: 2683.025146
	Iteration 4Q: 3 clusters Score -905710.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -905825.812500 Penalty: 2683.025146
	Iteration 5Q: 3 clusters Score -905825.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -905937.312500 Penalty: 2683.025146
	Iteration 6Q: 3 clusters Score -905937.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -906032.500000 Penalty: 2683.025146
	Iteration 7Q: 3 clusters Score -906032.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -906117.437500 Penalty: 2683.025146
	Iteration 8Q: 3 clusters Score -906117.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -906195.812500 Penalty: 2683.025146
	Iteration 9Q: 3 clusters Score -906195.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -906267.625000 Penalty: 2683.025146
	Iteration 10Q: 3 clusters Score -906267.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -906350.312500 Penalty: 2683.025146
	Iteration 11Q: 3 clusters Score -906350.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -906438.875000 Penalty: 2683.025146
	Iteration 12Q: 3 clusters Score -906438.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -906527.187500 Penalty: 2683.025146
	Iteration 13Q: 3 clusters Score -906527.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -906621.375000 Penalty: 2683.025146
	Iteration 14Q: 3 clusters Score -906621.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -906736.625000 Penalty: 2683.025146
	Iteration 15Q: 3 clusters Score -906736.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -906850.937500 Penalty: 2683.025146
	Iteration 16Q: 3 clusters Score -906850.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -906994.312500 Penalty: 2683.025146
	Iteration 17Q: 3 clusters Score -906994.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -907155.687500 Penalty: 2683.025146
	Iteration 18Q: 3 clusters Score -907155.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -907304.250000 Penalty: 2683.025146
	Iteration 19Q: 3 clusters Score -907304.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -907428.750000 Penalty: 2683.025146
	Iteration 20F: 3 clusters Score -907428.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -907546.000000 Penalty: 2683.025146
	Iteration 21Q: 3 clusters Score -907546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -907653.562500 Penalty: 2683.025146
	Iteration 22Q: 3 clusters Score -907653.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -907746.562500 Penalty: 2683.025146
	Iteration 23Q: 3 clusters Score -907746.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -907804.562500 Penalty: 2683.025146
	Iteration 24Q: 3 clusters Score -907804.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -907848.562500 Penalty: 2683.025146
	Iteration 25Q: 3 clusters Score -907848.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -907885.500000 Penalty: 2683.025146
	Iteration 26Q: 3 clusters Score -907885.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -907911.375000 Penalty: 2683.025146
	Iteration 27Q: 3 clusters Score -907911.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -907934.687500 Penalty: 2683.025146
	Iteration 28Q: 3 clusters Score -907934.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -907957.750000 Penalty: 2683.025146
	Iteration 29Q: 3 clusters Score -907957.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -907976.875000 Penalty: 2683.025146
	Iteration 30Q: 3 clusters Score -907976.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -907991.312500 Penalty: 2683.025146
	Iteration 31Q: 3 clusters Score -907991.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -908008.312500 Penalty: 2683.025146
	Iteration 32Q: 3 clusters Score -908008.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -908017.500000 Penalty: 2683.025146
	Iteration 33Q: 3 clusters Score -908017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -908029.875000 Penalty: 2683.025146
	Iteration 34Q: 3 clusters Score -908029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -908036.375000 Penalty: 2683.025146
	Iteration 35Q: 3 clusters Score -908036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -908044.312500 Penalty: 2683.025146
	Iteration 36Q: 3 clusters Score -908044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -908045.062500 Penalty: 2683.025146
	Iteration 37Q: 3 clusters Score -908045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -908047.625000 Penalty: 2683.025146
	Iteration 38Q: 3 clusters Score -908047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -908048.250000 Penalty: 2683.025146
	Iteration 39Q: 3 clusters Score -908048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -908052.125000 Penalty: 2683.025146
	Iteration 40F: 3 clusters Score -908052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -908056.187500 Penalty: 2683.025146
	Iteration 41Q: 3 clusters Score -908056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -908062.000000 Penalty: 2683.025146
	Iteration 42Q: 3 clusters Score -908062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -908064.562500 Penalty: 2683.025146
	Iteration 43Q: 3 clusters Score -908064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -908064.500000 Penalty: 2683.025146
	Iteration 44Q: 3 clusters Score -908064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -908069.125000 Penalty: 2683.025146
	Iteration 45Q: 3 clusters Score -908069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -908068.937500 Penalty: 2683.025146
	Iteration 46Q: 3 clusters Score -908068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -908069.937500 Penalty: 2683.025146
	Iteration 47Q: 3 clusters Score -908069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -908072.187500 Penalty: 2683.025146
	Iteration 48Q: 3 clusters Score -908072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -908073.375000 Penalty: 2683.025146
	Iteration 49Q: 3 clusters Score -908073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -908073.375000 Penalty: 2683.025146
	Iteration 50F: 3 clusters Score -908073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Entering Unmasked Estep 
Score: -5652885.000000 Penalty: 1611.366333
	Iteration 0F: 2 clusters Score -5652885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -5619967.000000 Penalty: 3222.732666
	Iteration 0F: 3 clusters Score -5619967 nChanged 23340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5633367.500000 Penalty: 3222.732666
	Iteration 1F: 3 clusters Score -5633368 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -5634283.500000 Penalty: 3222.732666
	Iteration 2Q: 3 clusters Score -5634284 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5635437.000000 Penalty: 3222.732666
	Iteration 3F: 3 clusters Score -5635437 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -5636916.500000 Penalty: 3222.732666
	Iteration 4F: 3 clusters Score -5636916 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5638794.500000 Penalty: 3222.732666
	Iteration 5F: 3 clusters Score -5638794 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -5641077.500000 Penalty: 3222.732666
	Iteration 6F: 3 clusters Score -5641078 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5643767.000000 Penalty: 3222.732666
	Iteration 7F: 3 clusters Score -5643767 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5646095.000000 Penalty: 3222.732666
	Iteration 8F: 3 clusters Score -5646095 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5647525.500000 Penalty: 3222.732666
	Iteration 9Q: 3 clusters Score -5647526 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5648386.500000 Penalty: 3222.732666
	Iteration 10Q: 3 clusters Score -5648386 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5648860.500000 Penalty: 3222.732666
	Iteration 11Q: 3 clusters Score -5648860 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5649255.500000 Penalty: 3222.732666
	Iteration 12Q: 3 clusters Score -5649256 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5649558.000000 Penalty: 3222.732666
	Iteration 13Q: 3 clusters Score -5649558 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5649806.500000 Penalty: 3222.732666
	Iteration 14Q: 3 clusters Score -5649806 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5649978.000000 Penalty: 3222.732666
	Iteration 15Q: 3 clusters Score -5649978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5650159.500000 Penalty: 3222.732666
	Iteration 16Q: 3 clusters Score -5650160 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5650304.500000 Penalty: 3222.732666
	Iteration 17Q: 3 clusters Score -5650304 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5650442.000000 Penalty: 3222.732666
	Iteration 18Q: 3 clusters Score -5650442 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -5650543.000000 Penalty: 3222.732666
	Iteration 19Q: 3 clusters Score -5650543 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5650624.000000 Penalty: 3222.732666
	Iteration 20F: 3 clusters Score -5650624 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -5650706.500000 Penalty: 3222.732666
	Iteration 21Q: 3 clusters Score -5650706 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -5650758.000000 Penalty: 3222.732666
	Iteration 22Q: 3 clusters Score -5650758 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5650817.000000 Penalty: 3222.732666
	Iteration 23Q: 3 clusters Score -5650817 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -5650913.500000 Penalty: 3222.732666
	Iteration 24Q: 3 clusters Score -5650914 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -5650959.500000 Penalty: 3222.732666
	Iteration 25Q: 3 clusters Score -5650960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -5651019.500000 Penalty: 3222.732666
	Iteration 26Q: 3 clusters Score -5651020 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5651060.000000 Penalty: 3222.732666
	Iteration 27Q: 3 clusters Score -5651060 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5651128.500000 Penalty: 3222.732666
	Iteration 28Q: 3 clusters Score -5651128 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -5651156.500000 Penalty: 3222.732666
	Iteration 29Q: 3 clusters Score -5651156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -5651206.500000 Penalty: 3222.732666
	Iteration 30Q: 3 clusters Score -5651206 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5651238.500000 Penalty: 3222.732666
	Iteration 31Q: 3 clusters Score -5651238 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5651287.000000 Penalty: 3222.732666
	Iteration 32Q: 3 clusters Score -5651287 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -5651319.500000 Penalty: 3222.732666
	Iteration 33Q: 3 clusters Score -5651320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -5651332.000000 Penalty: 3222.732666
	Iteration 34Q: 3 clusters Score -5651332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -5651364.000000 Penalty: 3222.732666
	Iteration 35Q: 3 clusters Score -5651364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5651390.500000 Penalty: 3222.732666
	Iteration 36Q: 3 clusters Score -5651390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -5651399.000000 Penalty: 3222.732666
	Iteration 37Q: 3 clusters Score -5651399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -5651428.000000 Penalty: 3222.732666
	Iteration 38Q: 3 clusters Score -5651428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -5651436.000000 Penalty: 3222.732666
	Iteration 39Q: 3 clusters Score -5651436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -5651464.000000 Penalty: 3222.732666
	Iteration 40F: 3 clusters Score -5651464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -5651500.000000 Penalty: 3222.732666
	Iteration 41Q: 3 clusters Score -5651500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -5651507.500000 Penalty: 3222.732666
	Iteration 42Q: 3 clusters Score -5651508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -5651520.000000 Penalty: 3222.732666
	Iteration 43Q: 3 clusters Score -5651520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5651533.500000 Penalty: 3222.732666
	Iteration 44Q: 3 clusters Score -5651534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -5651545.500000 Penalty: 3222.732666
	Iteration 45Q: 3 clusters Score -5651546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -5651569.500000 Penalty: 3222.732666
	Iteration 46Q: 3 clusters Score -5651570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5651573.000000 Penalty: 3222.732666
	Iteration 47Q: 3 clusters Score -5651573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -5651608.000000 Penalty: 3222.732666
	Iteration 48Q: 3 clusters Score -5651608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -5651614.000000 Penalty: 3222.732666
	Iteration 49Q: 3 clusters Score -5651614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -5651641.500000 Penalty: 3222.732666
	Iteration 50Q: 3 clusters Score -5651642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -5651642.500000 Penalty: 3222.732666
	Iteration 51Q: 3 clusters Score -5651642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -5651649.000000 Penalty: 3222.732666
	Iteration 52Q: 3 clusters Score -5651649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -5651683.500000 Penalty: 3222.732666
	Iteration 53Q: 3 clusters Score -5651684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -5651697.000000 Penalty: 3222.732666
	Iteration 54Q: 3 clusters Score -5651697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -5651690.500000 Penalty: 3222.732666
	Iteration 55Q: 3 clusters Score -5651690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -5651696.500000 Penalty: 3222.732666
	Iteration 56Q: 3 clusters Score -5651696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -5651707.000000 Penalty: 3222.732666
	Iteration 57Q: 3 clusters Score -5651707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -5651721.000000 Penalty: 3222.732666
	Iteration 58Q: 3 clusters Score -5651721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -5651718.000000 Penalty: 3222.732666
	Iteration 59Q: 3 clusters Score -5651718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -5651719.000000 Penalty: 3222.732666
	Iteration 60F: 3 clusters Score -5651719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -5651728.500000 Penalty: 3222.732666
	Iteration 61Q: 3 clusters Score -5651728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -5651725.000000 Penalty: 3222.732666
	Iteration 62Q: 3 clusters Score -5651725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -5651744.500000 Penalty: 3222.732666
	Iteration 63Q: 3 clusters Score -5651744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -5651749.500000 Penalty: 3222.732666
	Iteration 64Q: 3 clusters Score -5651750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -5651756.000000 Penalty: 3222.732666
	Iteration 65Q: 3 clusters Score -5651756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -5651767.000000 Penalty: 3222.732666
	Iteration 66Q: 3 clusters Score -5651767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5651766.500000 Penalty: 3222.732666
	Iteration 67Q: 3 clusters Score -5651766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -5651773.000000 Penalty: 3222.732666
	Iteration 68Q: 3 clusters Score -5651773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -5651773.000000 Penalty: 3222.732666
	Iteration 69Q: 3 clusters Score -5651773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -5651777.000000 Penalty: 3222.732666
	Iteration 70Q: 3 clusters Score -5651777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -5651770.500000 Penalty: 3222.732666
	Iteration 71Q: 3 clusters Score -5651770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -5651768.500000 Penalty: 3222.732666
	Iteration 72Q: 3 clusters Score -5651768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -5651774.500000 Penalty: 3222.732666
	Iteration 73Q: 3 clusters Score -5651774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -5651780.000000 Penalty: 3222.732666
	Iteration 74Q: 3 clusters Score -5651780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -5651782.000000 Penalty: 3222.732666
	Iteration 75Q: 3 clusters Score -5651782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -5651783.500000 Penalty: 3222.732666
	Iteration 76Q: 3 clusters Score -5651784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -5651781.000000 Penalty: 3222.732666
	Iteration 77Q: 3 clusters Score -5651781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5651790.500000 Penalty: 3222.732666
	Iteration 78Q: 3 clusters Score -5651790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -5651789.500000 Penalty: 3222.732666
	Iteration 79Q: 3 clusters Score -5651790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -5651793.500000 Penalty: 3222.732666
	Iteration 80F: 3 clusters Score -5651794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -5651791.500000 Penalty: 3222.732666
	Iteration 81Q: 3 clusters Score -5651792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -5651798.500000 Penalty: 3222.732666
	Iteration 82Q: 3 clusters Score -5651798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -5651802.500000 Penalty: 3222.732666
	Iteration 83Q: 3 clusters Score -5651802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5651803.000000 Penalty: 3222.732666
	Iteration 84Q: 3 clusters Score -5651803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -5651812.000000 Penalty: 3222.732666
	Iteration 85Q: 3 clusters Score -5651812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -5651806.000000 Penalty: 3222.732666
	Iteration 86Q: 3 clusters Score -5651806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -5651810.500000 Penalty: 3222.732666
	Iteration 87Q: 3 clusters Score -5651810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -5651806.500000 Penalty: 3222.732666
	Iteration 88Q: 3 clusters Score -5651806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -5651817.500000 Penalty: 3222.732666
	Iteration 89Q: 3 clusters Score -5651818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -5651818.000000 Penalty: 3222.732666
	Iteration 90Q: 3 clusters Score -5651818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -5651819.000000 Penalty: 3222.732666
	Iteration 91Q: 3 clusters Score -5651819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -5651816.500000 Penalty: 3222.732666
	Iteration 92Q: 3 clusters Score -5651816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -5651829.000000 Penalty: 3222.732666
	Iteration 93Q: 3 clusters Score -5651829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5651829.000000 Penalty: 3222.732666
	Iteration 94Q: 3 clusters Score -5651829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -5651836.500000 Penalty: 3222.732666
	Iteration 95Q: 3 clusters Score -5651836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -5651836.500000 Penalty: 3222.732666
	Iteration 96Q: 3 clusters Score -5651836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -5651836.000000 Penalty: 3222.732666
	Iteration 97Q: 3 clusters Score -5651836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -5651836.000000 Penalty: 3222.732666
	Iteration 98Q: 3 clusters Score -5651836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -5651841.500000 Penalty: 3222.732666
	Iteration 99Q: 3 clusters Score -5651842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -5651842.000000 Penalty: 3222.732666
	Iteration 100F: 3 clusters Score -5651842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -5651847.500000 Penalty: 3222.732666
	Iteration 101Q: 3 clusters Score -5651848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -5651838.500000 Penalty: 3222.732666
	Iteration 102Q: 3 clusters Score -5651838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -5651844.000000 Penalty: 3222.732666
	Iteration 103Q: 3 clusters Score -5651844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -5651839.500000 Penalty: 3222.732666
	Iteration 104Q: 3 clusters Score -5651840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -5651838.000000 Penalty: 3222.732666
	Iteration 105Q: 3 clusters Score -5651838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -5651838.000000 Penalty: 3222.732666
	Iteration 106F: 3 clusters Score -5651838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Entering Unmasked Estep 
Score: -2511372.000000 Penalty: 1483.741455
	Iteration 0F: 2 clusters Score -2511372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2497275.250000 Penalty: 2967.482910
	Iteration 0F: 3 clusters Score -2497275 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2502403.000000 Penalty: 2967.482910
	Iteration 1F: 3 clusters Score -2502403 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2502889.250000 Penalty: 2967.482910
	Iteration 2F: 3 clusters Score -2502889 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2503279.500000 Penalty: 2967.482910
	Iteration 3Q: 3 clusters Score -2503280 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2503611.000000 Penalty: 2967.482910
	Iteration 4Q: 3 clusters Score -2503611 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2503916.000000 Penalty: 2967.482910
	Iteration 5Q: 3 clusters Score -2503916 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2504196.500000 Penalty: 2967.482910
	Iteration 6Q: 3 clusters Score -2504196 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2504476.750000 Penalty: 2967.482910
	Iteration 7Q: 3 clusters Score -2504477 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2504741.500000 Penalty: 2967.482910
	Iteration 8Q: 3 clusters Score -2504742 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2504970.000000 Penalty: 2967.482910
	Iteration 9Q: 3 clusters Score -2504970 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2505177.500000 Penalty: 2967.482910
	Iteration 10Q: 3 clusters Score -2505178 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2505352.000000 Penalty: 2967.482910
	Iteration 11Q: 3 clusters Score -2505352 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2505484.750000 Penalty: 2967.482910
	Iteration 12Q: 3 clusters Score -2505485 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2505588.500000 Penalty: 2967.482910
	Iteration 13Q: 3 clusters Score -2505588 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2505678.250000 Penalty: 2967.482910
	Iteration 14Q: 3 clusters Score -2505678 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2505740.250000 Penalty: 2967.482910
	Iteration 15Q: 3 clusters Score -2505740 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2505786.250000 Penalty: 2967.482910
	Iteration 16Q: 3 clusters Score -2505786 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2505836.000000 Penalty: 2967.482910
	Iteration 17Q: 3 clusters Score -2505836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2505875.250000 Penalty: 2967.482910
	Iteration 18Q: 3 clusters Score -2505875 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2505896.000000 Penalty: 2967.482910
	Iteration 19Q: 3 clusters Score -2505896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2505923.750000 Penalty: 2967.482910
	Iteration 20F: 3 clusters Score -2505924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2505936.500000 Penalty: 2967.482910
	Iteration 21Q: 3 clusters Score -2505936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2505948.500000 Penalty: 2967.482910
	Iteration 22Q: 3 clusters Score -2505948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2505960.000000 Penalty: 2967.482910
	Iteration 23Q: 3 clusters Score -2505960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2505967.000000 Penalty: 2967.482910
	Iteration 24Q: 3 clusters Score -2505967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2505966.000000 Penalty: 2967.482910
	Iteration 25Q: 3 clusters Score -2505966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2505975.500000 Penalty: 2967.482910
	Iteration 26Q: 3 clusters Score -2505976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2505987.000000 Penalty: 2967.482910
	Iteration 27Q: 3 clusters Score -2505987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2505996.500000 Penalty: 2967.482910
	Iteration 28Q: 3 clusters Score -2505996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2505996.250000 Penalty: 2967.482910
	Iteration 29Q: 3 clusters Score -2505996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2506000.250000 Penalty: 2967.482910
	Iteration 30Q: 3 clusters Score -2506000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2506016.250000 Penalty: 2967.482910
	Iteration 31Q: 3 clusters Score -2506016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2506018.500000 Penalty: 2967.482910
	Iteration 32Q: 3 clusters Score -2506018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2506025.000000 Penalty: 2967.482910
	Iteration 33Q: 3 clusters Score -2506025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2506034.000000 Penalty: 2967.482910
	Iteration 34Q: 3 clusters Score -2506034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2506030.500000 Penalty: 2967.482910
	Iteration 35Q: 3 clusters Score -2506030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2506035.500000 Penalty: 2967.482910
	Iteration 36Q: 3 clusters Score -2506036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2506039.500000 Penalty: 2967.482910
	Iteration 37Q: 3 clusters Score -2506040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2506041.500000 Penalty: 2967.482910
	Iteration 38Q: 3 clusters Score -2506042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2506037.750000 Penalty: 2967.482910
	Iteration 39Q: 3 clusters Score -2506038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2506035.250000 Penalty: 2967.482910
	Iteration 40F: 3 clusters Score -2506035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2506043.250000 Penalty: 2967.482910
	Iteration 41Q: 3 clusters Score -2506043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2506050.250000 Penalty: 2967.482910
	Iteration 42Q: 3 clusters Score -2506050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2506049.500000 Penalty: 2967.482910
	Iteration 43Q: 3 clusters Score -2506050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2506054.500000 Penalty: 2967.482910
	Iteration 44Q: 3 clusters Score -2506054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2506061.750000 Penalty: 2967.482910
	Iteration 45Q: 3 clusters Score -2506062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2506060.250000 Penalty: 2967.482910
	Iteration 46Q: 3 clusters Score -2506060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2506058.250000 Penalty: 2967.482910
	Iteration 47Q: 3 clusters Score -2506058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2506052.500000 Penalty: 2967.482910
	Iteration 48Q: 3 clusters Score -2506052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2506062.250000 Penalty: 2967.482910
	Iteration 49Q: 3 clusters Score -2506062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2506067.750000 Penalty: 2967.482910
	Iteration 50Q: 3 clusters Score -2506068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2506075.250000 Penalty: 2967.482910
	Iteration 51Q: 3 clusters Score -2506075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2506078.750000 Penalty: 2967.482910
	Iteration 52Q: 3 clusters Score -2506079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2506083.750000 Penalty: 2967.482910
	Iteration 53Q: 3 clusters Score -2506084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2506086.500000 Penalty: 2967.482910
	Iteration 54Q: 3 clusters Score -2506086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2506091.000000 Penalty: 2967.482910
	Iteration 55Q: 3 clusters Score -2506091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2506095.500000 Penalty: 2967.482910
	Iteration 56Q: 3 clusters Score -2506096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2506103.500000 Penalty: 2967.482910
	Iteration 57Q: 3 clusters Score -2506104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2506100.250000 Penalty: 2967.482910
	Iteration 58Q: 3 clusters Score -2506100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2506104.500000 Penalty: 2967.482910
	Iteration 59Q: 3 clusters Score -2506104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2506115.750000 Penalty: 2967.482910
	Iteration 60F: 3 clusters Score -2506116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2506111.250000 Penalty: 2967.482910
	Iteration 61Q: 3 clusters Score -2506111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2506117.250000 Penalty: 2967.482910
	Iteration 62Q: 3 clusters Score -2506117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2506122.000000 Penalty: 2967.482910
	Iteration 63Q: 3 clusters Score -2506122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2506143.750000 Penalty: 2967.482910
	Iteration 64Q: 3 clusters Score -2506144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2506142.500000 Penalty: 2967.482910
	Iteration 65Q: 3 clusters Score -2506142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2506144.750000 Penalty: 2967.482910
	Iteration 66Q: 3 clusters Score -2506145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2506152.250000 Penalty: 2967.482910
	Iteration 67Q: 3 clusters Score -2506152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2506153.000000 Penalty: 2967.482910
	Iteration 68Q: 3 clusters Score -2506153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2506172.000000 Penalty: 2967.482910
	Iteration 69Q: 3 clusters Score -2506172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2506192.750000 Penalty: 2967.482910
	Iteration 70Q: 3 clusters Score -2506193 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2506216.000000 Penalty: 2967.482910
	Iteration 71Q: 3 clusters Score -2506216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2506226.750000 Penalty: 2967.482910
	Iteration 72Q: 3 clusters Score -2506227 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2506249.500000 Penalty: 2967.482910
	Iteration 73Q: 3 clusters Score -2506250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2506284.750000 Penalty: 2967.482910
	Iteration 74Q: 3 clusters Score -2506285 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2506324.500000 Penalty: 2967.482910
	Iteration 75Q: 3 clusters Score -2506324 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2506361.000000 Penalty: 2967.482910
	Iteration 76Q: 3 clusters Score -2506361 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2506418.500000 Penalty: 2967.482910
	Iteration 77Q: 3 clusters Score -2506418 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2506512.000000 Penalty: 2967.482910
	Iteration 78Q: 3 clusters Score -2506512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2506629.750000 Penalty: 2967.482910
	Iteration 79Q: 3 clusters Score -2506630 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2506807.500000 Penalty: 2967.482910
	Iteration 80F: 3 clusters Score -2506808 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2507039.000000 Penalty: 2967.482910
	Iteration 81Q: 3 clusters Score -2507039 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2507302.750000 Penalty: 2967.482910
	Iteration 82Q: 3 clusters Score -2507303 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2507669.750000 Penalty: 2967.482910
	Iteration 83Q: 3 clusters Score -2507670 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2508137.000000 Penalty: 2967.482910
	Iteration 84Q: 3 clusters Score -2508137 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2508590.250000 Penalty: 2967.482910
	Iteration 85Q: 3 clusters Score -2508590 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2509024.000000 Penalty: 2967.482910
	Iteration 86Q: 3 clusters Score -2509024 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2509352.750000 Penalty: 2967.482910
	Iteration 87Q: 3 clusters Score -2509353 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2509603.250000 Penalty: 2967.482910
	Iteration 88Q: 3 clusters Score -2509603 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2509761.250000 Penalty: 2967.482910
	Iteration 89Q: 3 clusters Score -2509761 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2509879.250000 Penalty: 2967.482910
	Iteration 90Q: 3 clusters Score -2509879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2509958.500000 Penalty: 2967.482910
	Iteration 91Q: 3 clusters Score -2509958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2510018.500000 Penalty: 2967.482910
	Iteration 92Q: 3 clusters Score -2510018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2510062.000000 Penalty: 2967.482910
	Iteration 93Q: 3 clusters Score -2510062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2510088.250000 Penalty: 2967.482910
	Iteration 94Q: 3 clusters Score -2510088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2510116.500000 Penalty: 2967.482910
	Iteration 95Q: 3 clusters Score -2510116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2510142.250000 Penalty: 2967.482910
	Iteration 96Q: 3 clusters Score -2510142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2510157.250000 Penalty: 2967.482910
	Iteration 97Q: 3 clusters Score -2510157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2510170.000000 Penalty: 2967.482910
	Iteration 98Q: 3 clusters Score -2510170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2510180.500000 Penalty: 2967.482910
	Iteration 99Q: 3 clusters Score -2510180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2510184.500000 Penalty: 2967.482910
	Iteration 100F: 3 clusters Score -2510184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2510190.250000 Penalty: 2967.482910
	Iteration 101Q: 3 clusters Score -2510190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2510193.500000 Penalty: 2967.482910
	Iteration 102Q: 3 clusters Score -2510194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2510193.500000 Penalty: 2967.482910
	Iteration 103F: 3 clusters Score -2510194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Entering Unmasked Estep 
Score: -1781863.250000 Penalty: 1445.948975
	Iteration 0F: 2 clusters Score -1781863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1771084.375000 Penalty: 2891.897949
	Iteration 0F: 3 clusters Score -1771084 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1774786.125000 Penalty: 2891.897949
	Iteration 1F: 3 clusters Score -1774786 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1775090.250000 Penalty: 2891.897949
	Iteration 2F: 3 clusters Score -1775090 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1775343.250000 Penalty: 2891.897949
	Iteration 3Q: 3 clusters Score -1775343 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1775541.750000 Penalty: 2891.897949
	Iteration 4Q: 3 clusters Score -1775542 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1775696.375000 Penalty: 2891.897949
	Iteration 5Q: 3 clusters Score -1775696 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1775836.375000 Penalty: 2891.897949
	Iteration 6Q: 3 clusters Score -1775836 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1775990.125000 Penalty: 2891.897949
	Iteration 7Q: 3 clusters Score -1775990 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1776136.125000 Penalty: 2891.897949
	Iteration 8Q: 3 clusters Score -1776136 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1776312.750000 Penalty: 2891.897949
	Iteration 9Q: 3 clusters Score -1776313 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1776508.000000 Penalty: 2891.897949
	Iteration 10Q: 3 clusters Score -1776508 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1776714.625000 Penalty: 2891.897949
	Iteration 11Q: 3 clusters Score -1776715 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1776969.000000 Penalty: 2891.897949
	Iteration 12Q: 3 clusters Score -1776969 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1777301.375000 Penalty: 2891.897949
	Iteration 13Q: 3 clusters Score -1777301 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1777723.250000 Penalty: 2891.897949
	Iteration 14Q: 3 clusters Score -1777723 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1778225.500000 Penalty: 2891.897949
	Iteration 15Q: 3 clusters Score -1778226 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1778785.000000 Penalty: 2891.897949
	Iteration 16Q: 3 clusters Score -1778785 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1779334.750000 Penalty: 2891.897949
	Iteration 17Q: 3 clusters Score -1779335 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1779825.625000 Penalty: 2891.897949
	Iteration 18Q: 3 clusters Score -1779826 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1780210.750000 Penalty: 2891.897949
	Iteration 19Q: 3 clusters Score -1780211 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1780458.000000 Penalty: 2891.897949
	Iteration 20F: 3 clusters Score -1780458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1780587.125000 Penalty: 2891.897949
	Iteration 21Q: 3 clusters Score -1780587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1780662.625000 Penalty: 2891.897949
	Iteration 22Q: 3 clusters Score -1780663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1780709.750000 Penalty: 2891.897949
	Iteration 23Q: 3 clusters Score -1780710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1780749.250000 Penalty: 2891.897949
	Iteration 24Q: 3 clusters Score -1780749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1780773.750000 Penalty: 2891.897949
	Iteration 25Q: 3 clusters Score -1780774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1780788.000000 Penalty: 2891.897949
	Iteration 26Q: 3 clusters Score -1780788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1780799.625000 Penalty: 2891.897949
	Iteration 27Q: 3 clusters Score -1780800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1780805.000000 Penalty: 2891.897949
	Iteration 28Q: 3 clusters Score -1780805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1780812.500000 Penalty: 2891.897949
	Iteration 29Q: 3 clusters Score -1780812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1780820.500000 Penalty: 2891.897949
	Iteration 30Q: 3 clusters Score -1780820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1780835.125000 Penalty: 2891.897949
	Iteration 31Q: 3 clusters Score -1780835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1780840.750000 Penalty: 2891.897949
	Iteration 32Q: 3 clusters Score -1780841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1780844.750000 Penalty: 2891.897949
	Iteration 33Q: 3 clusters Score -1780845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1780846.625000 Penalty: 2891.897949
	Iteration 34Q: 3 clusters Score -1780847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1780848.125000 Penalty: 2891.897949
	Iteration 35Q: 3 clusters Score -1780848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1780849.000000 Penalty: 2891.897949
	Iteration 36Q: 3 clusters Score -1780849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1780851.125000 Penalty: 2891.897949
	Iteration 37Q: 3 clusters Score -1780851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1780853.250000 Penalty: 2891.897949
	Iteration 38Q: 3 clusters Score -1780853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1780860.000000 Penalty: 2891.897949
	Iteration 39Q: 3 clusters Score -1780860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1780859.375000 Penalty: 2891.897949
	Iteration 40F: 3 clusters Score -1780859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1780859.250000 Penalty: 2891.897949
	Iteration 41Q: 3 clusters Score -1780859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1780859.250000 Penalty: 2891.897949
	Iteration 42F: 3 clusters Score -1780859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -293935.156250 Penalty: 1175.559570
	Iteration 0F: 2 clusters Score -293935.2 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 1335 members 
Entering Unmasked Estep 
Score: -291668.031250 Penalty: 2351.119141
	Iteration 0F: 3 clusters Score -291668 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -292283.500000 Penalty: 2351.119141
	Iteration 1F: 3 clusters Score -292283.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -292468.031250 Penalty: 2351.119141
	Iteration 2F: 3 clusters Score -292468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292585.062500 Penalty: 2351.119141
	Iteration 3F: 3 clusters Score -292585.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292679.093750 Penalty: 2351.119141
	Iteration 4Q: 3 clusters Score -292679.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -292747.750000 Penalty: 2351.119141
	Iteration 5Q: 3 clusters Score -292747.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292784.000000 Penalty: 2351.119141
	Iteration 6Q: 3 clusters Score -292784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292810.812500 Penalty: 2351.119141
	Iteration 7Q: 3 clusters Score -292810.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -292830.750000 Penalty: 2351.119141
	Iteration 8Q: 3 clusters Score -292830.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -292854.218750 Penalty: 2351.119141
	Iteration 9Q: 3 clusters Score -292854.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -292876.156250 Penalty: 2351.119141
	Iteration 10Q: 3 clusters Score -292876.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -292891.687500 Penalty: 2351.119141
	Iteration 11Q: 3 clusters Score -292891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292902.906250 Penalty: 2351.119141
	Iteration 12Q: 3 clusters Score -292902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -292916.468750 Penalty: 2351.119141
	Iteration 13Q: 3 clusters Score -292916.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -292927.875000 Penalty: 2351.119141
	Iteration 14Q: 3 clusters Score -292927.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -292934.375000 Penalty: 2351.119141
	Iteration 15Q: 3 clusters Score -292934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292939.468750 Penalty: 2351.119141
	Iteration 16Q: 3 clusters Score -292939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292943.562500 Penalty: 2351.119141
	Iteration 17Q: 3 clusters Score -292943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292948.843750 Penalty: 2351.119141
	Iteration 18Q: 3 clusters Score -292948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -292956.500000 Penalty: 2351.119141
	Iteration 19Q: 3 clusters Score -292956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -292961.687500 Penalty: 2351.119141
	Iteration 20F: 3 clusters Score -292961.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292969.187500 Penalty: 2351.119141
	Iteration 21Q: 3 clusters Score -292969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -292974.562500 Penalty: 2351.119141
	Iteration 22Q: 3 clusters Score -292974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292980.187500 Penalty: 2351.119141
	Iteration 23Q: 3 clusters Score -292980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292984.406250 Penalty: 2351.119141
	Iteration 24Q: 3 clusters Score -292984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292989.687500 Penalty: 2351.119141
	Iteration 25Q: 3 clusters Score -292989.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292994.468750 Penalty: 2351.119141
	Iteration 26Q: 3 clusters Score -292994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -292996.312500 Penalty: 2351.119141
	Iteration 27Q: 3 clusters Score -292996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -293003.687500 Penalty: 2351.119141
	Iteration 28Q: 3 clusters Score -293003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -293011.250000 Penalty: 2351.119141
	Iteration 29Q: 3 clusters Score -293011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -293018.281250 Penalty: 2351.119141
	Iteration 30Q: 3 clusters Score -293018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -293021.031250 Penalty: 2351.119141
	Iteration 31Q: 3 clusters Score -293021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -293025.906250 Penalty: 2351.119141
	Iteration 32Q: 3 clusters Score -293025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -293029.937500 Penalty: 2351.119141
	Iteration 33Q: 3 clusters Score -293029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -293033.656250 Penalty: 2351.119141
	Iteration 34Q: 3 clusters Score -293033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -293035.843750 Penalty: 2351.119141
	Iteration 35Q: 3 clusters Score -293035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -293040.281250 Penalty: 2351.119141
	Iteration 36Q: 3 clusters Score -293040.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -293046.625000 Penalty: 2351.119141
	Iteration 37Q: 3 clusters Score -293046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -293053.437500 Penalty: 2351.119141
	Iteration 38Q: 3 clusters Score -293053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -293061.406250 Penalty: 2351.119141
	Iteration 39Q: 3 clusters Score -293061.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -293069.687500 Penalty: 2351.119141
	Iteration 40F: 3 clusters Score -293069.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -293078.156250 Penalty: 2351.119141
	Iteration 41Q: 3 clusters Score -293078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293085.437500 Penalty: 2351.119141
	Iteration 42Q: 3 clusters Score -293085.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -293095.250000 Penalty: 2351.119141
	Iteration 43Q: 3 clusters Score -293095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -293101.781250 Penalty: 2351.119141
	Iteration 44Q: 3 clusters Score -293101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -293106.687500 Penalty: 2351.119141
	Iteration 45Q: 3 clusters Score -293106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293109.187500 Penalty: 2351.119141
	Iteration 46Q: 3 clusters Score -293109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293111.281250 Penalty: 2351.119141
	Iteration 47Q: 3 clusters Score -293111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293115.843750 Penalty: 2351.119141
	Iteration 48Q: 3 clusters Score -293115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293118.093750 Penalty: 2351.119141
	Iteration 49Q: 3 clusters Score -293118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -293120.406250 Penalty: 2351.119141
	Iteration 50Q: 3 clusters Score -293120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -293121.187500 Penalty: 2351.119141
	Iteration 51Q: 3 clusters Score -293121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -293122.687500 Penalty: 2351.119141
	Iteration 52Q: 3 clusters Score -293122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -293122.375000 Penalty: 2351.119141
	Iteration 53Q: 3 clusters Score -293122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -293122.375000 Penalty: 2351.119141
	Iteration 54F: 3 clusters Score -293122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -682344.375000 Penalty: 1311.903687
	Iteration 0F: 2 clusters Score -682344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -677655.125000 Penalty: 2623.807373
	Iteration 0F: 3 clusters Score -677655.1 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -679265.625000 Penalty: 2623.807373
	Iteration 1F: 3 clusters Score -679265.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -679629.250000 Penalty: 2623.807373
	Iteration 2F: 3 clusters Score -679629.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -679970.937500 Penalty: 2623.807373
	Iteration 3F: 3 clusters Score -679970.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -680250.750000 Penalty: 2623.807373
	Iteration 4F: 3 clusters Score -680250.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -680498.062500 Penalty: 2623.807373
	Iteration 5Q: 3 clusters Score -680498.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -680747.125000 Penalty: 2623.807373
	Iteration 6Q: 3 clusters Score -680747.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -680947.500000 Penalty: 2623.807373
	Iteration 7Q: 3 clusters Score -680947.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -681103.875000 Penalty: 2623.807373
	Iteration 8Q: 3 clusters Score -681103.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -681226.125000 Penalty: 2623.807373
	Iteration 9Q: 3 clusters Score -681226.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -681315.812500 Penalty: 2623.807373
	Iteration 10Q: 3 clusters Score -681315.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -681379.687500 Penalty: 2623.807373
	Iteration 11Q: 3 clusters Score -681379.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -681442.937500 Penalty: 2623.807373
	Iteration 12Q: 3 clusters Score -681442.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -681498.250000 Penalty: 2623.807373
	Iteration 13Q: 3 clusters Score -681498.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -681538.687500 Penalty: 2623.807373
	Iteration 14Q: 3 clusters Score -681538.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -681573.500000 Penalty: 2623.807373
	Iteration 15Q: 3 clusters Score -681573.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -681612.312500 Penalty: 2623.807373
	Iteration 16Q: 3 clusters Score -681612.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -681642.187500 Penalty: 2623.807373
	Iteration 17Q: 3 clusters Score -681642.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -681658.812500 Penalty: 2623.807373
	Iteration 18Q: 3 clusters Score -681658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -681668.125000 Penalty: 2623.807373
	Iteration 19Q: 3 clusters Score -681668.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -681676.875000 Penalty: 2623.807373
	Iteration 20F: 3 clusters Score -681676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -681684.687500 Penalty: 2623.807373
	Iteration 21Q: 3 clusters Score -681684.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -681689.812500 Penalty: 2623.807373
	Iteration 22Q: 3 clusters Score -681689.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -681693.750000 Penalty: 2623.807373
	Iteration 23Q: 3 clusters Score -681693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -681694.187500 Penalty: 2623.807373
	Iteration 24Q: 3 clusters Score -681694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -681694.562500 Penalty: 2623.807373
	Iteration 25Q: 3 clusters Score -681694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -681696.812500 Penalty: 2623.807373
	Iteration 26Q: 3 clusters Score -681696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -681697.437500 Penalty: 2623.807373
	Iteration 27Q: 3 clusters Score -681697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -681698.562500 Penalty: 2623.807373
	Iteration 28Q: 3 clusters Score -681698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -681700.062500 Penalty: 2623.807373
	Iteration 29Q: 3 clusters Score -681700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -681699.937500 Penalty: 2623.807373
	Iteration 30Q: 3 clusters Score -681699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -681699.562500 Penalty: 2623.807373
	Iteration 31Q: 3 clusters Score -681699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -681701.812500 Penalty: 2623.807373
	Iteration 32Q: 3 clusters Score -681701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -681701.812500 Penalty: 2623.807373
	Iteration 33F: 3 clusters Score -681701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -755131.937500 Penalty: 1310.663208
	Iteration 0F: 2 clusters Score -755131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -750477.562500 Penalty: 2621.326416
	Iteration 0F: 3 clusters Score -750477.6 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -751902.937500 Penalty: 2621.326416
	Iteration 1F: 3 clusters Score -751902.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -752114.562500 Penalty: 2621.326416
	Iteration 2F: 3 clusters Score -752114.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -752266.937500 Penalty: 2621.326416
	Iteration 3Q: 3 clusters Score -752266.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -752372.687500 Penalty: 2621.326416
	Iteration 4Q: 3 clusters Score -752372.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -752447.687500 Penalty: 2621.326416
	Iteration 5Q: 3 clusters Score -752447.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -752511.562500 Penalty: 2621.326416
	Iteration 6Q: 3 clusters Score -752511.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -752572.375000 Penalty: 2621.326416
	Iteration 7Q: 3 clusters Score -752572.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -752634.375000 Penalty: 2621.326416
	Iteration 8Q: 3 clusters Score -752634.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -752708.312500 Penalty: 2621.326416
	Iteration 9Q: 3 clusters Score -752708.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -752798.187500 Penalty: 2621.326416
	Iteration 10Q: 3 clusters Score -752798.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -752891.250000 Penalty: 2621.326416
	Iteration 11Q: 3 clusters Score -752891.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -752978.437500 Penalty: 2621.326416
	Iteration 12Q: 3 clusters Score -752978.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -753061.312500 Penalty: 2621.326416
	Iteration 13Q: 3 clusters Score -753061.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -753163.250000 Penalty: 2621.326416
	Iteration 14Q: 3 clusters Score -753163.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -753260.562500 Penalty: 2621.326416
	Iteration 15Q: 3 clusters Score -753260.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -753366.812500 Penalty: 2621.326416
	Iteration 16Q: 3 clusters Score -753366.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -753472.687500 Penalty: 2621.326416
	Iteration 17Q: 3 clusters Score -753472.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -753582.250000 Penalty: 2621.326416
	Iteration 18Q: 3 clusters Score -753582.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -753695.375000 Penalty: 2621.326416
	Iteration 19Q: 3 clusters Score -753695.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -753790.250000 Penalty: 2621.326416
	Iteration 20F: 3 clusters Score -753790.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -753878.125000 Penalty: 2621.326416
	Iteration 21Q: 3 clusters Score -753878.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -753974.875000 Penalty: 2621.326416
	Iteration 22Q: 3 clusters Score -753974.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -754063.500000 Penalty: 2621.326416
	Iteration 23Q: 3 clusters Score -754063.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -754158.187500 Penalty: 2621.326416
	Iteration 24Q: 3 clusters Score -754158.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -754236.125000 Penalty: 2621.326416
	Iteration 25Q: 3 clusters Score -754236.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -754296.250000 Penalty: 2621.326416
	Iteration 26Q: 3 clusters Score -754296.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -754349.750000 Penalty: 2621.326416
	Iteration 27Q: 3 clusters Score -754349.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -754393.937500 Penalty: 2621.326416
	Iteration 28Q: 3 clusters Score -754393.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -754421.875000 Penalty: 2621.326416
	Iteration 29Q: 3 clusters Score -754421.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -754444.062500 Penalty: 2621.326416
	Iteration 30Q: 3 clusters Score -754444.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -754465.250000 Penalty: 2621.326416
	Iteration 31Q: 3 clusters Score -754465.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -754490.250000 Penalty: 2621.326416
	Iteration 32Q: 3 clusters Score -754490.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -754513.000000 Penalty: 2621.326416
	Iteration 33Q: 3 clusters Score -754513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -754533.875000 Penalty: 2621.326416
	Iteration 34Q: 3 clusters Score -754533.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -754544.750000 Penalty: 2621.326416
	Iteration 35Q: 3 clusters Score -754544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -754549.750000 Penalty: 2621.326416
	Iteration 36Q: 3 clusters Score -754549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -754557.125000 Penalty: 2621.326416
	Iteration 37Q: 3 clusters Score -754557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -754560.562500 Penalty: 2621.326416
	Iteration 38Q: 3 clusters Score -754560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -754562.312500 Penalty: 2621.326416
	Iteration 39Q: 3 clusters Score -754562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -754565.562500 Penalty: 2621.326416
	Iteration 40F: 3 clusters Score -754565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -754565.187500 Penalty: 2621.326416
	Iteration 41Q: 3 clusters Score -754565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -754566.937500 Penalty: 2621.326416
	Iteration 42Q: 3 clusters Score -754566.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -754569.375000 Penalty: 2621.326416
	Iteration 43Q: 3 clusters Score -754569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -754569.750000 Penalty: 2621.326416
	Iteration 44Q: 3 clusters Score -754569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -754569.750000 Penalty: 2621.326416
	Iteration 45F: 3 clusters Score -754569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -13330.030273 Penalty: 788.389648
	Iteration 0F: 2 clusters Score -13330.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12816.291992 Penalty: 1576.779297
	Iteration 0F: 3 clusters Score -12816.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12867.633789 Penalty: 1576.779297
	Iteration 1F: 3 clusters Score -12867.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12869.818359 Penalty: 1576.779297
	Iteration 2Q: 3 clusters Score -12869.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12873.530273 Penalty: 1576.779297
	Iteration 3Q: 3 clusters Score -12873.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12873.530273 Penalty: 1576.779297
	Iteration 4F: 3 clusters Score -12873.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (45753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Entering Unmasked Estep 
Score: -5329061.500000 Penalty: 1596.774658
	Iteration 0F: 2 clusters Score -5329062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5299273.000000 Penalty: 3193.549316
	Iteration 0F: 3 clusters Score -5299273 nChanged 21097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5311237.000000 Penalty: 3193.549316
	Iteration 1F: 3 clusters Score -5311237 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5312218.500000 Penalty: 3193.549316
	Iteration 2F: 3 clusters Score -5312218 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5313219.500000 Penalty: 3193.549316
	Iteration 3F: 3 clusters Score -5313220 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5314223.500000 Penalty: 3193.549316
	Iteration 4F: 3 clusters Score -5314224 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -5315332.000000 Penalty: 3193.549316
	Iteration 5F: 3 clusters Score -5315332 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -5316723.000000 Penalty: 3193.549316
	Iteration 6F: 3 clusters Score -5316723 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -5318382.500000 Penalty: 3193.549316
	Iteration 7F: 3 clusters Score -5318382 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5320411.500000 Penalty: 3193.549316
	Iteration 8F: 3 clusters Score -5320412 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -5322654.500000 Penalty: 3193.549316
	Iteration 9F: 3 clusters Score -5322654 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5324421.500000 Penalty: 3193.549316
	Iteration 10Q: 3 clusters Score -5324422 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -5325531.500000 Penalty: 3193.549316
	Iteration 11Q: 3 clusters Score -5325532 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -5326260.000000 Penalty: 3193.549316
	Iteration 12Q: 3 clusters Score -5326260 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5326823.000000 Penalty: 3193.549316
	Iteration 13Q: 3 clusters Score -5326823 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5327304.500000 Penalty: 3193.549316
	Iteration 14Q: 3 clusters Score -5327304 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -5327636.500000 Penalty: 3193.549316
	Iteration 15Q: 3 clusters Score -5327636 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5327916.000000 Penalty: 3193.549316
	Iteration 16Q: 3 clusters Score -5327916 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5328135.500000 Penalty: 3193.549316
	Iteration 17Q: 3 clusters Score -5328136 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5328334.500000 Penalty: 3193.549316
	Iteration 18Q: 3 clusters Score -5328334 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5328479.500000 Penalty: 3193.549316
	Iteration 19Q: 3 clusters Score -5328480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5328578.500000 Penalty: 3193.549316
	Iteration 20F: 3 clusters Score -5328578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5328635.500000 Penalty: 3193.549316
	Iteration 21Q: 3 clusters Score -5328636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5328690.500000 Penalty: 3193.549316
	Iteration 22Q: 3 clusters Score -5328690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5328718.000000 Penalty: 3193.549316
	Iteration 23Q: 3 clusters Score -5328718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5328733.500000 Penalty: 3193.549316
	Iteration 24Q: 3 clusters Score -5328734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5328745.500000 Penalty: 3193.549316
	Iteration 25Q: 3 clusters Score -5328746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5328757.500000 Penalty: 3193.549316
	Iteration 26Q: 3 clusters Score -5328758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5328758.000000 Penalty: 3193.549316
	Iteration 27Q: 3 clusters Score -5328758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5328773.000000 Penalty: 3193.549316
	Iteration 28Q: 3 clusters Score -5328773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5328781.500000 Penalty: 3193.549316
	Iteration 29Q: 3 clusters Score -5328782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5328786.500000 Penalty: 3193.549316
	Iteration 30Q: 3 clusters Score -5328786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5328774.000000 Penalty: 3193.549316
	Iteration 31Q: 3 clusters Score -5328774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5328783.000000 Penalty: 3193.549316
	Iteration 32Q: 3 clusters Score -5328783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5328778.000000 Penalty: 3193.549316
	Iteration 33Q: 3 clusters Score -5328778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5328781.000000 Penalty: 3193.549316
	Iteration 34Q: 3 clusters Score -5328781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5328779.500000 Penalty: 3193.549316
	Iteration 35Q: 3 clusters Score -5328780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5328777.500000 Penalty: 3193.549316
	Iteration 36Q: 3 clusters Score -5328778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5328774.000000 Penalty: 3193.549316
	Iteration 37Q: 3 clusters Score -5328774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5328774.000000 Penalty: 3193.549316
	Iteration 38F: 3 clusters Score -5328774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -957748.687500 Penalty: 1339.656860
	Iteration 0F: 2 clusters Score -957748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -952182.062500 Penalty: 2679.313721
	Iteration 0F: 3 clusters Score -952182.1 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -953936.437500 Penalty: 2679.313721
	Iteration 1F: 3 clusters Score -953936.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -954197.312500 Penalty: 2679.313721
	Iteration 2F: 3 clusters Score -954197.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -954348.750000 Penalty: 2679.313721
	Iteration 3Q: 3 clusters Score -954348.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -954468.875000 Penalty: 2679.313721
	Iteration 4Q: 3 clusters Score -954468.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -954594.375000 Penalty: 2679.313721
	Iteration 5Q: 3 clusters Score -954594.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -954741.875000 Penalty: 2679.313721
	Iteration 6Q: 3 clusters Score -954741.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -954898.125000 Penalty: 2679.313721
	Iteration 7Q: 3 clusters Score -954898.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -955088.437500 Penalty: 2679.313721
	Iteration 8Q: 3 clusters Score -955088.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -955281.000000 Penalty: 2679.313721
	Iteration 9Q: 3 clusters Score -955281 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -955489.000000 Penalty: 2679.313721
	Iteration 10Q: 3 clusters Score -955489 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -955680.562500 Penalty: 2679.313721
	Iteration 11Q: 3 clusters Score -955680.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -955844.062500 Penalty: 2679.313721
	Iteration 12Q: 3 clusters Score -955844.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -955993.625000 Penalty: 2679.313721
	Iteration 13Q: 3 clusters Score -955993.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -956125.625000 Penalty: 2679.313721
	Iteration 14Q: 3 clusters Score -956125.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -956223.062500 Penalty: 2679.313721
	Iteration 15Q: 3 clusters Score -956223.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -956302.437500 Penalty: 2679.313721
	Iteration 16Q: 3 clusters Score -956302.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -956364.250000 Penalty: 2679.313721
	Iteration 17Q: 3 clusters Score -956364.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -956407.937500 Penalty: 2679.313721
	Iteration 18Q: 3 clusters Score -956407.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -956447.687500 Penalty: 2679.313721
	Iteration 19Q: 3 clusters Score -956447.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -956492.562500 Penalty: 2679.313721
	Iteration 20F: 3 clusters Score -956492.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -956534.375000 Penalty: 2679.313721
	Iteration 21Q: 3 clusters Score -956534.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -956565.250000 Penalty: 2679.313721
	Iteration 22Q: 3 clusters Score -956565.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -956591.062500 Penalty: 2679.313721
	Iteration 23Q: 3 clusters Score -956591.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -956611.937500 Penalty: 2679.313721
	Iteration 24Q: 3 clusters Score -956611.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -956633.125000 Penalty: 2679.313721
	Iteration 25Q: 3 clusters Score -956633.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -956652.500000 Penalty: 2679.313721
	Iteration 26Q: 3 clusters Score -956652.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -956664.937500 Penalty: 2679.313721
	Iteration 27Q: 3 clusters Score -956664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -956675.062500 Penalty: 2679.313721
	Iteration 28Q: 3 clusters Score -956675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -956684.437500 Penalty: 2679.313721
	Iteration 29Q: 3 clusters Score -956684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -956686.062500 Penalty: 2679.313721
	Iteration 30Q: 3 clusters Score -956686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -956689.187500 Penalty: 2679.313721
	Iteration 31Q: 3 clusters Score -956689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -956696.187500 Penalty: 2679.313721
	Iteration 32Q: 3 clusters Score -956696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -956704.937500 Penalty: 2679.313721
	Iteration 33Q: 3 clusters Score -956704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -956712.750000 Penalty: 2679.313721
	Iteration 34Q: 3 clusters Score -956712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -956719.000000 Penalty: 2679.313721
	Iteration 35Q: 3 clusters Score -956719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -956722.000000 Penalty: 2679.313721
	Iteration 36Q: 3 clusters Score -956722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -956723.062500 Penalty: 2679.313721
	Iteration 37Q: 3 clusters Score -956723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -956724.750000 Penalty: 2679.313721
	Iteration 38Q: 3 clusters Score -956724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -956724.750000 Penalty: 2679.313721
	Iteration 39F: 3 clusters Score -956724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -1350710.000000 Penalty: 1399.403076
	Iteration 0F: 2 clusters Score -1350710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1342614.625000 Penalty: 2798.806152
	Iteration 0F: 3 clusters Score -1342615 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1345396.875000 Penalty: 2798.806152
	Iteration 1F: 3 clusters Score -1345397 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1345737.250000 Penalty: 2798.806152
	Iteration 2F: 3 clusters Score -1345737 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1346013.125000 Penalty: 2798.806152
	Iteration 3F: 3 clusters Score -1346013 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1346245.250000 Penalty: 2798.806152
	Iteration 4Q: 3 clusters Score -1346245 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1346468.625000 Penalty: 2798.806152
	Iteration 5Q: 3 clusters Score -1346469 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1346661.000000 Penalty: 2798.806152
	Iteration 6Q: 3 clusters Score -1346661 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1346849.750000 Penalty: 2798.806152
	Iteration 7Q: 3 clusters Score -1346850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1347032.750000 Penalty: 2798.806152
	Iteration 8Q: 3 clusters Score -1347033 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1347211.625000 Penalty: 2798.806152
	Iteration 9Q: 3 clusters Score -1347212 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1347399.500000 Penalty: 2798.806152
	Iteration 10Q: 3 clusters Score -1347400 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1347580.500000 Penalty: 2798.806152
	Iteration 11Q: 3 clusters Score -1347580 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1347741.750000 Penalty: 2798.806152
	Iteration 12Q: 3 clusters Score -1347742 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1347899.000000 Penalty: 2798.806152
	Iteration 13Q: 3 clusters Score -1347899 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1348038.500000 Penalty: 2798.806152
	Iteration 14Q: 3 clusters Score -1348038 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1348172.250000 Penalty: 2798.806152
	Iteration 15Q: 3 clusters Score -1348172 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1348281.500000 Penalty: 2798.806152
	Iteration 16Q: 3 clusters Score -1348282 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1348379.125000 Penalty: 2798.806152
	Iteration 17Q: 3 clusters Score -1348379 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1348475.125000 Penalty: 2798.806152
	Iteration 18Q: 3 clusters Score -1348475 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1348553.750000 Penalty: 2798.806152
	Iteration 19Q: 3 clusters Score -1348554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1348622.000000 Penalty: 2798.806152
	Iteration 20F: 3 clusters Score -1348622 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1348676.625000 Penalty: 2798.806152
	Iteration 21Q: 3 clusters Score -1348677 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1348722.250000 Penalty: 2798.806152
	Iteration 22Q: 3 clusters Score -1348722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1348754.125000 Penalty: 2798.806152
	Iteration 23Q: 3 clusters Score -1348754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1348774.500000 Penalty: 2798.806152
	Iteration 24Q: 3 clusters Score -1348774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1348793.875000 Penalty: 2798.806152
	Iteration 25Q: 3 clusters Score -1348794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1348809.000000 Penalty: 2798.806152
	Iteration 26Q: 3 clusters Score -1348809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1348818.875000 Penalty: 2798.806152
	Iteration 27Q: 3 clusters Score -1348819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1348818.875000 Penalty: 2798.806152
	Iteration 28Q: 3 clusters Score -1348819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1348821.750000 Penalty: 2798.806152
	Iteration 29Q: 3 clusters Score -1348822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1348831.750000 Penalty: 2798.806152
	Iteration 30Q: 3 clusters Score -1348832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1348830.250000 Penalty: 2798.806152
	Iteration 31Q: 3 clusters Score -1348830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1348830.750000 Penalty: 2798.806152
	Iteration 32Q: 3 clusters Score -1348831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1348836.750000 Penalty: 2798.806152
	Iteration 33Q: 3 clusters Score -1348837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1348837.000000 Penalty: 2798.806152
	Iteration 34Q: 3 clusters Score -1348837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1348840.625000 Penalty: 2798.806152
	Iteration 35Q: 3 clusters Score -1348841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1348845.750000 Penalty: 2798.806152
	Iteration 36Q: 3 clusters Score -1348846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1348849.500000 Penalty: 2798.806152
	Iteration 37Q: 3 clusters Score -1348850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1348851.125000 Penalty: 2798.806152
	Iteration 38Q: 3 clusters Score -1348851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1348857.250000 Penalty: 2798.806152
	Iteration 39Q: 3 clusters Score -1348857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1348853.875000 Penalty: 2798.806152
	Iteration 40F: 3 clusters Score -1348854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1348859.000000 Penalty: 2798.806152
	Iteration 41Q: 3 clusters Score -1348859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1348855.750000 Penalty: 2798.806152
	Iteration 42Q: 3 clusters Score -1348856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1348864.375000 Penalty: 2798.806152
	Iteration 43Q: 3 clusters Score -1348864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1348870.625000 Penalty: 2798.806152
	Iteration 44Q: 3 clusters Score -1348871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1348870.750000 Penalty: 2798.806152
	Iteration 45Q: 3 clusters Score -1348871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1348878.000000 Penalty: 2798.806152
	Iteration 46Q: 3 clusters Score -1348878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1348880.375000 Penalty: 2798.806152
	Iteration 47Q: 3 clusters Score -1348880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1348878.500000 Penalty: 2798.806152
	Iteration 48Q: 3 clusters Score -1348878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1348882.125000 Penalty: 2798.806152
	Iteration 49Q: 3 clusters Score -1348882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1348883.625000 Penalty: 2798.806152
	Iteration 50Q: 3 clusters Score -1348884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1348884.875000 Penalty: 2798.806152
	Iteration 51Q: 3 clusters Score -1348885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1348888.000000 Penalty: 2798.806152
	Iteration 52Q: 3 clusters Score -1348888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1348888.875000 Penalty: 2798.806152
	Iteration 53Q: 3 clusters Score -1348889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1348891.875000 Penalty: 2798.806152
	Iteration 54Q: 3 clusters Score -1348892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1348890.125000 Penalty: 2798.806152
	Iteration 55Q: 3 clusters Score -1348890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1348892.875000 Penalty: 2798.806152
	Iteration 56Q: 3 clusters Score -1348893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1348892.000000 Penalty: 2798.806152
	Iteration 57Q: 3 clusters Score -1348892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1348891.625000 Penalty: 2798.806152
	Iteration 58Q: 3 clusters Score -1348892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1348896.625000 Penalty: 2798.806152
	Iteration 59Q: 3 clusters Score -1348897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1348897.000000 Penalty: 2798.806152
	Iteration 60F: 3 clusters Score -1348897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1348895.750000 Penalty: 2798.806152
	Iteration 61Q: 3 clusters Score -1348896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1348904.125000 Penalty: 2798.806152
	Iteration 62Q: 3 clusters Score -1348904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1348905.375000 Penalty: 2798.806152
	Iteration 63Q: 3 clusters Score -1348905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1348905.625000 Penalty: 2798.806152
	Iteration 64Q: 3 clusters Score -1348906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1348911.000000 Penalty: 2798.806152
	Iteration 65Q: 3 clusters Score -1348911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1348913.375000 Penalty: 2798.806152
	Iteration 66Q: 3 clusters Score -1348913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1348914.375000 Penalty: 2798.806152
	Iteration 67Q: 3 clusters Score -1348914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1348915.250000 Penalty: 2798.806152
	Iteration 68Q: 3 clusters Score -1348915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1348915.375000 Penalty: 2798.806152
	Iteration 69Q: 3 clusters Score -1348915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1348915.375000 Penalty: 2798.806152
	Iteration 70F: 3 clusters Score -1348915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -278918.218750 Penalty: 1165.757690
	Iteration 0F: 2 clusters Score -278918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -276740.437500 Penalty: 2331.515381
	Iteration 0F: 3 clusters Score -276740.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -277310.312500 Penalty: 2331.515381
	Iteration 1F: 3 clusters Score -277310.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277459.250000 Penalty: 2331.515381
	Iteration 2F: 3 clusters Score -277459.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -277538.343750 Penalty: 2331.515381
	Iteration 3Q: 3 clusters Score -277538.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -277590.437500 Penalty: 2331.515381
	Iteration 4Q: 3 clusters Score -277590.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277615.093750 Penalty: 2331.515381
	Iteration 5Q: 3 clusters Score -277615.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -277639.812500 Penalty: 2331.515381
	Iteration 6Q: 3 clusters Score -277639.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -277654.187500 Penalty: 2331.515381
	Iteration 7Q: 3 clusters Score -277654.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277665.218750 Penalty: 2331.515381
	Iteration 8Q: 3 clusters Score -277665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -277671.937500 Penalty: 2331.515381
	Iteration 9Q: 3 clusters Score -277671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277677.968750 Penalty: 2331.515381
	Iteration 10Q: 3 clusters Score -277678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277680.906250 Penalty: 2331.515381
	Iteration 11Q: 3 clusters Score -277680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -277686.531250 Penalty: 2331.515381
	Iteration 12Q: 3 clusters Score -277686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -277690.437500 Penalty: 2331.515381
	Iteration 13Q: 3 clusters Score -277690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277694.187500 Penalty: 2331.515381
	Iteration 14Q: 3 clusters Score -277694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277695.750000 Penalty: 2331.515381
	Iteration 15Q: 3 clusters Score -277695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277697.937500 Penalty: 2331.515381
	Iteration 16Q: 3 clusters Score -277697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277700.437500 Penalty: 2331.515381
	Iteration 17Q: 3 clusters Score -277700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277701.968750 Penalty: 2331.515381
	Iteration 18Q: 3 clusters Score -277702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277701.968750 Penalty: 2331.515381
	Iteration 19F: 3 clusters Score -277702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -303898.875000 Penalty: 1180.175171
	Iteration 0F: 2 clusters Score -303898.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -301579.093750 Penalty: 2360.350342
	Iteration 0F: 3 clusters Score -301579.1 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -302214.187500 Penalty: 2360.350342
	Iteration 1F: 3 clusters Score -302214.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302334.187500 Penalty: 2360.350342
	Iteration 2F: 3 clusters Score -302334.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -302391.218750 Penalty: 2360.350342
	Iteration 3Q: 3 clusters Score -302391.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -302429.875000 Penalty: 2360.350342
	Iteration 4Q: 3 clusters Score -302429.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -302461.625000 Penalty: 2360.350342
	Iteration 5Q: 3 clusters Score -302461.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -302481.781250 Penalty: 2360.350342
	Iteration 6Q: 3 clusters Score -302481.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302496.031250 Penalty: 2360.350342
	Iteration 7Q: 3 clusters Score -302496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -302512.187500 Penalty: 2360.350342
	Iteration 8Q: 3 clusters Score -302512.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -302523.125000 Penalty: 2360.350342
	Iteration 9Q: 3 clusters Score -302523.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -302535.062500 Penalty: 2360.350342
	Iteration 10Q: 3 clusters Score -302535.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -302549.125000 Penalty: 2360.350342
	Iteration 11Q: 3 clusters Score -302549.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -302560.843750 Penalty: 2360.350342
	Iteration 12Q: 3 clusters Score -302560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -302566.781250 Penalty: 2360.350342
	Iteration 13Q: 3 clusters Score -302566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -302570.468750 Penalty: 2360.350342
	Iteration 14Q: 3 clusters Score -302570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -302571.500000 Penalty: 2360.350342
	Iteration 15Q: 3 clusters Score -302571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -302572.250000 Penalty: 2360.350342
	Iteration 16Q: 3 clusters Score -302572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -302572.250000 Penalty: 2360.350342
	Iteration 17F: 3 clusters Score -302572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -308326.000000 Penalty: 1200.578369
	Iteration 0F: 2 clusters Score -308326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -305785.125000 Penalty: 2401.156738
	Iteration 0F: 3 clusters Score -305785.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -306497.906250 Penalty: 2401.156738
	Iteration 1F: 3 clusters Score -306497.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -306680.250000 Penalty: 2401.156738
	Iteration 2F: 3 clusters Score -306680.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -306796.031250 Penalty: 2401.156738
	Iteration 3Q: 3 clusters Score -306796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -306938.625000 Penalty: 2401.156738
	Iteration 4Q: 3 clusters Score -306938.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -307087.562500 Penalty: 2401.156738
	Iteration 5Q: 3 clusters Score -307087.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -307225.718750 Penalty: 2401.156738
	Iteration 6Q: 3 clusters Score -307225.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -307379.062500 Penalty: 2401.156738
	Iteration 7Q: 3 clusters Score -307379.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -307530.187500 Penalty: 2401.156738
	Iteration 8Q: 3 clusters Score -307530.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -307630.812500 Penalty: 2401.156738
	Iteration 9Q: 3 clusters Score -307630.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -307719.500000 Penalty: 2401.156738
	Iteration 10Q: 3 clusters Score -307719.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -307777.625000 Penalty: 2401.156738
	Iteration 11Q: 3 clusters Score -307777.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -307835.812500 Penalty: 2401.156738
	Iteration 12Q: 3 clusters Score -307835.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -307886.125000 Penalty: 2401.156738
	Iteration 13Q: 3 clusters Score -307886.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -307929.093750 Penalty: 2401.156738
	Iteration 14Q: 3 clusters Score -307929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307956.937500 Penalty: 2401.156738
	Iteration 15Q: 3 clusters Score -307956.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307981.937500 Penalty: 2401.156738
	Iteration 16Q: 3 clusters Score -307981.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -308002.406250 Penalty: 2401.156738
	Iteration 17Q: 3 clusters Score -308002.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -308019.750000 Penalty: 2401.156738
	Iteration 18Q: 3 clusters Score -308019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -308030.531250 Penalty: 2401.156738
	Iteration 19Q: 3 clusters Score -308030.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -308037.093750 Penalty: 2401.156738
	Iteration 20F: 3 clusters Score -308037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -308041.250000 Penalty: 2401.156738
	Iteration 21Q: 3 clusters Score -308041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -308045.125000 Penalty: 2401.156738
	Iteration 22Q: 3 clusters Score -308045.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -308048.562500 Penalty: 2401.156738
	Iteration 23Q: 3 clusters Score -308048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -308050.750000 Penalty: 2401.156738
	Iteration 24Q: 3 clusters Score -308050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -308054.156250 Penalty: 2401.156738
	Iteration 25Q: 3 clusters Score -308054.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -308063.343750 Penalty: 2401.156738
	Iteration 26Q: 3 clusters Score -308063.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -308068.250000 Penalty: 2401.156738
	Iteration 27Q: 3 clusters Score -308068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -308071.750000 Penalty: 2401.156738
	Iteration 28Q: 3 clusters Score -308071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -308073.343750 Penalty: 2401.156738
	Iteration 29Q: 3 clusters Score -308073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -308075.500000 Penalty: 2401.156738
	Iteration 30Q: 3 clusters Score -308075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -308077.562500 Penalty: 2401.156738
	Iteration 31Q: 3 clusters Score -308077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -308079.656250 Penalty: 2401.156738
	Iteration 32Q: 3 clusters Score -308079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -308081.812500 Penalty: 2401.156738
	Iteration 33Q: 3 clusters Score -308081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -308082.437500 Penalty: 2401.156738
	Iteration 34Q: 3 clusters Score -308082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -308083.406250 Penalty: 2401.156738
	Iteration 35Q: 3 clusters Score -308083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -308083.656250 Penalty: 2401.156738
	Iteration 36Q: 3 clusters Score -308083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -308083.500000 Penalty: 2401.156738
	Iteration 37Q: 3 clusters Score -308083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -308083.500000 Penalty: 2401.156738
	Iteration 38F: 3 clusters Score -308083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -18162.220703 Penalty: 810.474548
	Iteration 0F: 2 clusters Score -18162.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17524.927734 Penalty: 1620.949097
	Iteration 0F: 3 clusters Score -17524.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17617.416016 Penalty: 1620.949097
	Iteration 1F: 3 clusters Score -17617.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17636.576172 Penalty: 1620.949097
	Iteration 2Q: 3 clusters Score -17636.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17636.576172 Penalty: 1620.949097
	Iteration 3F: 3 clusters Score -17636.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Entering Unmasked Estep 
Score: -1810953.500000 Penalty: 1434.457764
	Iteration 0F: 2 clusters Score -1810954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1800816.375000 Penalty: 2868.915527
	Iteration 0F: 3 clusters Score -1800816 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1804287.375000 Penalty: 2868.915527
	Iteration 1F: 3 clusters Score -1804287 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1804643.500000 Penalty: 2868.915527
	Iteration 2F: 3 clusters Score -1804644 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1804949.875000 Penalty: 2868.915527
	Iteration 3Q: 3 clusters Score -1804950 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1805270.250000 Penalty: 2868.915527
	Iteration 4Q: 3 clusters Score -1805270 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1805587.875000 Penalty: 2868.915527
	Iteration 5Q: 3 clusters Score -1805588 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1805920.750000 Penalty: 2868.915527
	Iteration 6Q: 3 clusters Score -1805921 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1806285.500000 Penalty: 2868.915527
	Iteration 7Q: 3 clusters Score -1806286 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1806668.125000 Penalty: 2868.915527
	Iteration 8Q: 3 clusters Score -1806668 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1807059.500000 Penalty: 2868.915527
	Iteration 9Q: 3 clusters Score -1807060 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1807480.875000 Penalty: 2868.915527
	Iteration 10Q: 3 clusters Score -1807481 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1807892.750000 Penalty: 2868.915527
	Iteration 11Q: 3 clusters Score -1807893 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1808282.250000 Penalty: 2868.915527
	Iteration 12Q: 3 clusters Score -1808282 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1808583.375000 Penalty: 2868.915527
	Iteration 13Q: 3 clusters Score -1808583 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1808839.625000 Penalty: 2868.915527
	Iteration 14Q: 3 clusters Score -1808840 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1809041.875000 Penalty: 2868.915527
	Iteration 15Q: 3 clusters Score -1809042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1809197.125000 Penalty: 2868.915527
	Iteration 16Q: 3 clusters Score -1809197 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1809326.000000 Penalty: 2868.915527
	Iteration 17Q: 3 clusters Score -1809326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1809443.500000 Penalty: 2868.915527
	Iteration 18Q: 3 clusters Score -1809444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1809528.250000 Penalty: 2868.915527
	Iteration 19Q: 3 clusters Score -1809528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1809582.125000 Penalty: 2868.915527
	Iteration 20F: 3 clusters Score -1809582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1809628.750000 Penalty: 2868.915527
	Iteration 21Q: 3 clusters Score -1809629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1809651.000000 Penalty: 2868.915527
	Iteration 22Q: 3 clusters Score -1809651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1809667.875000 Penalty: 2868.915527
	Iteration 23Q: 3 clusters Score -1809668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1809680.000000 Penalty: 2868.915527
	Iteration 24Q: 3 clusters Score -1809680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1809690.375000 Penalty: 2868.915527
	Iteration 25Q: 3 clusters Score -1809690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1809702.875000 Penalty: 2868.915527
	Iteration 26Q: 3 clusters Score -1809703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1809713.125000 Penalty: 2868.915527
	Iteration 27Q: 3 clusters Score -1809713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1809721.625000 Penalty: 2868.915527
	Iteration 28Q: 3 clusters Score -1809722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1809729.125000 Penalty: 2868.915527
	Iteration 29Q: 3 clusters Score -1809729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1809740.125000 Penalty: 2868.915527
	Iteration 30Q: 3 clusters Score -1809740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1809745.375000 Penalty: 2868.915527
	Iteration 31Q: 3 clusters Score -1809745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1809755.875000 Penalty: 2868.915527
	Iteration 32Q: 3 clusters Score -1809756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1809762.875000 Penalty: 2868.915527
	Iteration 33Q: 3 clusters Score -1809763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1809771.625000 Penalty: 2868.915527
	Iteration 34Q: 3 clusters Score -1809772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1809779.125000 Penalty: 2868.915527
	Iteration 35Q: 3 clusters Score -1809779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1809780.375000 Penalty: 2868.915527
	Iteration 36Q: 3 clusters Score -1809780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1809781.625000 Penalty: 2868.915527
	Iteration 37Q: 3 clusters Score -1809782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1809785.000000 Penalty: 2868.915527
	Iteration 38Q: 3 clusters Score -1809785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1809789.875000 Penalty: 2868.915527
	Iteration 39Q: 3 clusters Score -1809790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1809797.250000 Penalty: 2868.915527
	Iteration 40F: 3 clusters Score -1809797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1809805.375000 Penalty: 2868.915527
	Iteration 41Q: 3 clusters Score -1809805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1809809.250000 Penalty: 2868.915527
	Iteration 42Q: 3 clusters Score -1809809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1809814.375000 Penalty: 2868.915527
	Iteration 43Q: 3 clusters Score -1809814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1809820.250000 Penalty: 2868.915527
	Iteration 44Q: 3 clusters Score -1809820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1809828.000000 Penalty: 2868.915527
	Iteration 45Q: 3 clusters Score -1809828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1809832.500000 Penalty: 2868.915527
	Iteration 46Q: 3 clusters Score -1809832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1809835.500000 Penalty: 2868.915527
	Iteration 47Q: 3 clusters Score -1809836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1809839.375000 Penalty: 2868.915527
	Iteration 48Q: 3 clusters Score -1809839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1809840.750000 Penalty: 2868.915527
	Iteration 49Q: 3 clusters Score -1809841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1809846.375000 Penalty: 2868.915527
	Iteration 50Q: 3 clusters Score -1809846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1809849.625000 Penalty: 2868.915527
	Iteration 51Q: 3 clusters Score -1809850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1809849.375000 Penalty: 2868.915527
	Iteration 52Q: 3 clusters Score -1809849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1809849.000000 Penalty: 2868.915527
	Iteration 53Q: 3 clusters Score -1809849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1809852.625000 Penalty: 2868.915527
	Iteration 54Q: 3 clusters Score -1809853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1809854.375000 Penalty: 2868.915527
	Iteration 55Q: 3 clusters Score -1809854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1809855.625000 Penalty: 2868.915527
	Iteration 56Q: 3 clusters Score -1809856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1809861.375000 Penalty: 2868.915527
	Iteration 57Q: 3 clusters Score -1809861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1809866.000000 Penalty: 2868.915527
	Iteration 58Q: 3 clusters Score -1809866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1809868.875000 Penalty: 2868.915527
	Iteration 59Q: 3 clusters Score -1809869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1809874.250000 Penalty: 2868.915527
	Iteration 60F: 3 clusters Score -1809874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1809873.750000 Penalty: 2868.915527
	Iteration 61Q: 3 clusters Score -1809874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1809875.625000 Penalty: 2868.915527
	Iteration 62Q: 3 clusters Score -1809876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1809877.875000 Penalty: 2868.915527
	Iteration 63Q: 3 clusters Score -1809878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1809879.250000 Penalty: 2868.915527
	Iteration 64Q: 3 clusters Score -1809879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1809878.625000 Penalty: 2868.915527
	Iteration 65Q: 3 clusters Score -1809879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1809879.375000 Penalty: 2868.915527
	Iteration 66Q: 3 clusters Score -1809879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1809879.375000 Penalty: 2868.915527
	Iteration 67F: 3 clusters Score -1809879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -668953.500000 Penalty: 1295.919312
	Iteration 0F: 2 clusters Score -668953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -664666.687500 Penalty: 2591.838623
	Iteration 0F: 3 clusters Score -664666.7 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -665896.375000 Penalty: 2591.838623
	Iteration 1F: 3 clusters Score -665896.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -666149.250000 Penalty: 2591.838623
	Iteration 2F: 3 clusters Score -666149.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -666312.687500 Penalty: 2591.838623
	Iteration 3F: 3 clusters Score -666312.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -666428.125000 Penalty: 2591.838623
	Iteration 4Q: 3 clusters Score -666428.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -666506.750000 Penalty: 2591.838623
	Iteration 5Q: 3 clusters Score -666506.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -666578.500000 Penalty: 2591.838623
	Iteration 6Q: 3 clusters Score -666578.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -666642.187500 Penalty: 2591.838623
	Iteration 7Q: 3 clusters Score -666642.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -666694.687500 Penalty: 2591.838623
	Iteration 8Q: 3 clusters Score -666694.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -666736.625000 Penalty: 2591.838623
	Iteration 9Q: 3 clusters Score -666736.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -666788.000000 Penalty: 2591.838623
	Iteration 10Q: 3 clusters Score -666788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -666844.187500 Penalty: 2591.838623
	Iteration 11Q: 3 clusters Score -666844.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -666895.500000 Penalty: 2591.838623
	Iteration 12Q: 3 clusters Score -666895.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -666945.500000 Penalty: 2591.838623
	Iteration 13Q: 3 clusters Score -666945.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -666995.187500 Penalty: 2591.838623
	Iteration 14Q: 3 clusters Score -666995.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -667045.062500 Penalty: 2591.838623
	Iteration 15Q: 3 clusters Score -667045.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -667098.187500 Penalty: 2591.838623
	Iteration 16Q: 3 clusters Score -667098.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -667149.687500 Penalty: 2591.838623
	Iteration 17Q: 3 clusters Score -667149.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -667195.437500 Penalty: 2591.838623
	Iteration 18Q: 3 clusters Score -667195.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -667245.187500 Penalty: 2591.838623
	Iteration 19Q: 3 clusters Score -667245.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -667308.375000 Penalty: 2591.838623
	Iteration 20F: 3 clusters Score -667308.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -667386.750000 Penalty: 2591.838623
	Iteration 21Q: 3 clusters Score -667386.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -667459.625000 Penalty: 2591.838623
	Iteration 22Q: 3 clusters Score -667459.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -667540.687500 Penalty: 2591.838623
	Iteration 23Q: 3 clusters Score -667540.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -667602.937500 Penalty: 2591.838623
	Iteration 24Q: 3 clusters Score -667602.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -667652.937500 Penalty: 2591.838623
	Iteration 25Q: 3 clusters Score -667652.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -667695.437500 Penalty: 2591.838623
	Iteration 26Q: 3 clusters Score -667695.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -667728.062500 Penalty: 2591.838623
	Iteration 27Q: 3 clusters Score -667728.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -667756.000000 Penalty: 2591.838623
	Iteration 28Q: 3 clusters Score -667756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -667779.437500 Penalty: 2591.838623
	Iteration 29Q: 3 clusters Score -667779.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -667793.812500 Penalty: 2591.838623
	Iteration 30Q: 3 clusters Score -667793.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -667813.500000 Penalty: 2591.838623
	Iteration 31Q: 3 clusters Score -667813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -667826.875000 Penalty: 2591.838623
	Iteration 32Q: 3 clusters Score -667826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -667835.000000 Penalty: 2591.838623
	Iteration 33Q: 3 clusters Score -667835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -667838.562500 Penalty: 2591.838623
	Iteration 34Q: 3 clusters Score -667838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -667842.000000 Penalty: 2591.838623
	Iteration 35Q: 3 clusters Score -667842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -667844.312500 Penalty: 2591.838623
	Iteration 36Q: 3 clusters Score -667844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -667846.062500 Penalty: 2591.838623
	Iteration 37Q: 3 clusters Score -667846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -667846.500000 Penalty: 2591.838623
	Iteration 38Q: 3 clusters Score -667846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -667848.750000 Penalty: 2591.838623
	Iteration 39Q: 3 clusters Score -667848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -667852.000000 Penalty: 2591.838623
	Iteration 40F: 3 clusters Score -667852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -667856.625000 Penalty: 2591.838623
	Iteration 41Q: 3 clusters Score -667856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -667858.250000 Penalty: 2591.838623
	Iteration 42Q: 3 clusters Score -667858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667857.812500 Penalty: 2591.838623
	Iteration 43Q: 3 clusters Score -667857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667857.812500 Penalty: 2591.838623
	Iteration 44F: 3 clusters Score -667857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -668753.187500 Penalty: 1292.138184
	Iteration 0F: 2 clusters Score -668753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -664487.625000 Penalty: 2584.276367
	Iteration 0F: 3 clusters Score -664487.6 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -665725.562500 Penalty: 2584.276367
	Iteration 1F: 3 clusters Score -665725.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -665935.500000 Penalty: 2584.276367
	Iteration 2F: 3 clusters Score -665935.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -666078.750000 Penalty: 2584.276367
	Iteration 3Q: 3 clusters Score -666078.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -666198.875000 Penalty: 2584.276367
	Iteration 4Q: 3 clusters Score -666198.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -666292.750000 Penalty: 2584.276367
	Iteration 5Q: 3 clusters Score -666292.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -666379.062500 Penalty: 2584.276367
	Iteration 6Q: 3 clusters Score -666379.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -666456.687500 Penalty: 2584.276367
	Iteration 7Q: 3 clusters Score -666456.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -666534.625000 Penalty: 2584.276367
	Iteration 8Q: 3 clusters Score -666534.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -666621.562500 Penalty: 2584.276367
	Iteration 9Q: 3 clusters Score -666621.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -666708.125000 Penalty: 2584.276367
	Iteration 10Q: 3 clusters Score -666708.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -666812.812500 Penalty: 2584.276367
	Iteration 11Q: 3 clusters Score -666812.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -666939.062500 Penalty: 2584.276367
	Iteration 12Q: 3 clusters Score -666939.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -667048.187500 Penalty: 2584.276367
	Iteration 13Q: 3 clusters Score -667048.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -667142.375000 Penalty: 2584.276367
	Iteration 14Q: 3 clusters Score -667142.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -667232.062500 Penalty: 2584.276367
	Iteration 15Q: 3 clusters Score -667232.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -667342.062500 Penalty: 2584.276367
	Iteration 16Q: 3 clusters Score -667342.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -667418.750000 Penalty: 2584.276367
	Iteration 17Q: 3 clusters Score -667418.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -667470.937500 Penalty: 2584.276367
	Iteration 18Q: 3 clusters Score -667470.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -667511.875000 Penalty: 2584.276367
	Iteration 19Q: 3 clusters Score -667511.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -667551.937500 Penalty: 2584.276367
	Iteration 20F: 3 clusters Score -667551.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -667582.500000 Penalty: 2584.276367
	Iteration 21Q: 3 clusters Score -667582.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -667608.937500 Penalty: 2584.276367
	Iteration 22Q: 3 clusters Score -667608.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -667627.500000 Penalty: 2584.276367
	Iteration 23Q: 3 clusters Score -667627.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -667652.750000 Penalty: 2584.276367
	Iteration 24Q: 3 clusters Score -667652.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -667679.625000 Penalty: 2584.276367
	Iteration 25Q: 3 clusters Score -667679.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -667698.250000 Penalty: 2584.276367
	Iteration 26Q: 3 clusters Score -667698.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -667714.500000 Penalty: 2584.276367
	Iteration 27Q: 3 clusters Score -667714.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -667723.937500 Penalty: 2584.276367
	Iteration 28Q: 3 clusters Score -667723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -667730.250000 Penalty: 2584.276367
	Iteration 29Q: 3 clusters Score -667730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -667738.625000 Penalty: 2584.276367
	Iteration 30Q: 3 clusters Score -667738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -667743.687500 Penalty: 2584.276367
	Iteration 31Q: 3 clusters Score -667743.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -667752.062500 Penalty: 2584.276367
	Iteration 32Q: 3 clusters Score -667752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -667761.250000 Penalty: 2584.276367
	Iteration 33Q: 3 clusters Score -667761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -667773.375000 Penalty: 2584.276367
	Iteration 34Q: 3 clusters Score -667773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -667783.250000 Penalty: 2584.276367
	Iteration 35Q: 3 clusters Score -667783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -667785.812500 Penalty: 2584.276367
	Iteration 36Q: 3 clusters Score -667785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -667790.312500 Penalty: 2584.276367
	Iteration 37Q: 3 clusters Score -667790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -667793.375000 Penalty: 2584.276367
	Iteration 38Q: 3 clusters Score -667793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -667797.375000 Penalty: 2584.276367
	Iteration 39Q: 3 clusters Score -667797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -667801.562500 Penalty: 2584.276367
	Iteration 40F: 3 clusters Score -667801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -667807.000000 Penalty: 2584.276367
	Iteration 41Q: 3 clusters Score -667807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -667810.937500 Penalty: 2584.276367
	Iteration 42Q: 3 clusters Score -667810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -667813.437500 Penalty: 2584.276367
	Iteration 43Q: 3 clusters Score -667813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -667813.437500 Penalty: 2584.276367
	Iteration 44F: 3 clusters Score -667813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -859772.500000 Penalty: 1323.710449
	Iteration 0F: 2 clusters Score -859772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -854701.625000 Penalty: 2647.420898
	Iteration 0F: 3 clusters Score -854701.6 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -856370.437500 Penalty: 2647.420898
	Iteration 1F: 3 clusters Score -856370.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -856621.000000 Penalty: 2647.420898
	Iteration 2F: 3 clusters Score -856621 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -856801.187500 Penalty: 2647.420898
	Iteration 3Q: 3 clusters Score -856801.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -856948.500000 Penalty: 2647.420898
	Iteration 4Q: 3 clusters Score -856948.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -857048.750000 Penalty: 2647.420898
	Iteration 5Q: 3 clusters Score -857048.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -857130.000000 Penalty: 2647.420898
	Iteration 6Q: 3 clusters Score -857130 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -857197.062500 Penalty: 2647.420898
	Iteration 7Q: 3 clusters Score -857197.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -857266.750000 Penalty: 2647.420898
	Iteration 8Q: 3 clusters Score -857266.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -857325.875000 Penalty: 2647.420898
	Iteration 9Q: 3 clusters Score -857325.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -857398.812500 Penalty: 2647.420898
	Iteration 10Q: 3 clusters Score -857398.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -857470.500000 Penalty: 2647.420898
	Iteration 11Q: 3 clusters Score -857470.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -857536.250000 Penalty: 2647.420898
	Iteration 12Q: 3 clusters Score -857536.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -857599.562500 Penalty: 2647.420898
	Iteration 13Q: 3 clusters Score -857599.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -857666.625000 Penalty: 2647.420898
	Iteration 14Q: 3 clusters Score -857666.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -857732.250000 Penalty: 2647.420898
	Iteration 15Q: 3 clusters Score -857732.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -857806.937500 Penalty: 2647.420898
	Iteration 16Q: 3 clusters Score -857806.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -857905.125000 Penalty: 2647.420898
	Iteration 17Q: 3 clusters Score -857905.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -858009.625000 Penalty: 2647.420898
	Iteration 18Q: 3 clusters Score -858009.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -858143.375000 Penalty: 2647.420898
	Iteration 19Q: 3 clusters Score -858143.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -858289.812500 Penalty: 2647.420898
	Iteration 20F: 3 clusters Score -858289.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -858427.250000 Penalty: 2647.420898
	Iteration 21Q: 3 clusters Score -858427.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -858555.000000 Penalty: 2647.420898
	Iteration 22Q: 3 clusters Score -858555 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -858652.812500 Penalty: 2647.420898
	Iteration 23Q: 3 clusters Score -858652.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -858733.812500 Penalty: 2647.420898
	Iteration 24Q: 3 clusters Score -858733.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -858785.687500 Penalty: 2647.420898
	Iteration 25Q: 3 clusters Score -858785.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -858818.125000 Penalty: 2647.420898
	Iteration 26Q: 3 clusters Score -858818.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -858845.750000 Penalty: 2647.420898
	Iteration 27Q: 3 clusters Score -858845.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -858872.375000 Penalty: 2647.420898
	Iteration 28Q: 3 clusters Score -858872.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -858893.500000 Penalty: 2647.420898
	Iteration 29Q: 3 clusters Score -858893.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -858920.000000 Penalty: 2647.420898
	Iteration 30Q: 3 clusters Score -858920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -858941.375000 Penalty: 2647.420898
	Iteration 31Q: 3 clusters Score -858941.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -858956.187500 Penalty: 2647.420898
	Iteration 32Q: 3 clusters Score -858956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -858962.812500 Penalty: 2647.420898
	Iteration 33Q: 3 clusters Score -858962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -858970.625000 Penalty: 2647.420898
	Iteration 34Q: 3 clusters Score -858970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -858976.125000 Penalty: 2647.420898
	Iteration 35Q: 3 clusters Score -858976.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -858987.437500 Penalty: 2647.420898
	Iteration 36Q: 3 clusters Score -858987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -858998.062500 Penalty: 2647.420898
	Iteration 37Q: 3 clusters Score -858998.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -859005.375000 Penalty: 2647.420898
	Iteration 38Q: 3 clusters Score -859005.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -859017.750000 Penalty: 2647.420898
	Iteration 39Q: 3 clusters Score -859017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -859032.187500 Penalty: 2647.420898
	Iteration 40F: 3 clusters Score -859032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -859042.687500 Penalty: 2647.420898
	Iteration 41Q: 3 clusters Score -859042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -859047.500000 Penalty: 2647.420898
	Iteration 42Q: 3 clusters Score -859047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -859048.937500 Penalty: 2647.420898
	Iteration 43Q: 3 clusters Score -859048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -859048.937500 Penalty: 2647.420898
	Iteration 44F: 3 clusters Score -859048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -28219.894531 Penalty: 886.613586
	Iteration 0F: 2 clusters Score -28219.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27432.902344 Penalty: 1773.227173
	Iteration 0F: 3 clusters Score -27432.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27610.517578 Penalty: 1773.227173
	Iteration 1F: 3 clusters Score -27610.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27669.998047 Penalty: 1773.227173
	Iteration 2F: 3 clusters Score -27670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27705.679688 Penalty: 1773.227173
	Iteration 3Q: 3 clusters Score -27705.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27728.642578 Penalty: 1773.227173
	Iteration 4Q: 3 clusters Score -27728.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27742.779297 Penalty: 1773.227173
	Iteration 5Q: 3 clusters Score -27742.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27748.568359 Penalty: 1773.227173
	Iteration 6Q: 3 clusters Score -27748.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27750.828125 Penalty: 1773.227173
	Iteration 7Q: 3 clusters Score -27750.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27750.828125 Penalty: 1773.227173
	Iteration 8F: 3 clusters Score -27750.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Entering Unmasked Estep 
Score: -1264342.500000 Penalty: 1388.500122
	Iteration 0F: 2 clusters Score -1264342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1256760.125000 Penalty: 2777.000244
	Iteration 0F: 3 clusters Score -1256760 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1259174.375000 Penalty: 2777.000244
	Iteration 1F: 3 clusters Score -1259174 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1259522.875000 Penalty: 2777.000244
	Iteration 2F: 3 clusters Score -1259523 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1259777.125000 Penalty: 2777.000244
	Iteration 3F: 3 clusters Score -1259777 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1259987.250000 Penalty: 2777.000244
	Iteration 4Q: 3 clusters Score -1259987 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1260178.250000 Penalty: 2777.000244
	Iteration 5Q: 3 clusters Score -1260178 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1260355.625000 Penalty: 2777.000244
	Iteration 6Q: 3 clusters Score -1260356 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1260507.750000 Penalty: 2777.000244
	Iteration 7Q: 3 clusters Score -1260508 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1260653.625000 Penalty: 2777.000244
	Iteration 8Q: 3 clusters Score -1260654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1260793.375000 Penalty: 2777.000244
	Iteration 9Q: 3 clusters Score -1260793 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1260941.375000 Penalty: 2777.000244
	Iteration 10Q: 3 clusters Score -1260941 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1261090.125000 Penalty: 2777.000244
	Iteration 11Q: 3 clusters Score -1261090 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1261242.000000 Penalty: 2777.000244
	Iteration 12Q: 3 clusters Score -1261242 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1261430.750000 Penalty: 2777.000244
	Iteration 13Q: 3 clusters Score -1261431 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1261617.250000 Penalty: 2777.000244
	Iteration 14Q: 3 clusters Score -1261617 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1261778.500000 Penalty: 2777.000244
	Iteration 15Q: 3 clusters Score -1261778 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1261883.125000 Penalty: 2777.000244
	Iteration 16Q: 3 clusters Score -1261883 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1261957.375000 Penalty: 2777.000244
	Iteration 17Q: 3 clusters Score -1261957 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1262007.500000 Penalty: 2777.000244
	Iteration 18Q: 3 clusters Score -1262008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1262044.125000 Penalty: 2777.000244
	Iteration 19Q: 3 clusters Score -1262044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1262074.375000 Penalty: 2777.000244
	Iteration 20F: 3 clusters Score -1262074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1262100.625000 Penalty: 2777.000244
	Iteration 21Q: 3 clusters Score -1262101 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1262124.375000 Penalty: 2777.000244
	Iteration 22Q: 3 clusters Score -1262124 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1262142.375000 Penalty: 2777.000244
	Iteration 23Q: 3 clusters Score -1262142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1262165.875000 Penalty: 2777.000244
	Iteration 24Q: 3 clusters Score -1262166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1262187.375000 Penalty: 2777.000244
	Iteration 25Q: 3 clusters Score -1262187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1262201.625000 Penalty: 2777.000244
	Iteration 26Q: 3 clusters Score -1262202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1262222.250000 Penalty: 2777.000244
	Iteration 27Q: 3 clusters Score -1262222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1262230.875000 Penalty: 2777.000244
	Iteration 28Q: 3 clusters Score -1262231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1262240.625000 Penalty: 2777.000244
	Iteration 29Q: 3 clusters Score -1262241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1262253.750000 Penalty: 2777.000244
	Iteration 30Q: 3 clusters Score -1262254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1262268.125000 Penalty: 2777.000244
	Iteration 31Q: 3 clusters Score -1262268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1262276.625000 Penalty: 2777.000244
	Iteration 32Q: 3 clusters Score -1262277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1262293.500000 Penalty: 2777.000244
	Iteration 33Q: 3 clusters Score -1262294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1262309.875000 Penalty: 2777.000244
	Iteration 34Q: 3 clusters Score -1262310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1262330.375000 Penalty: 2777.000244
	Iteration 35Q: 3 clusters Score -1262330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1262352.375000 Penalty: 2777.000244
	Iteration 36Q: 3 clusters Score -1262352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1262372.125000 Penalty: 2777.000244
	Iteration 37Q: 3 clusters Score -1262372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1262383.000000 Penalty: 2777.000244
	Iteration 38Q: 3 clusters Score -1262383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1262400.500000 Penalty: 2777.000244
	Iteration 39Q: 3 clusters Score -1262400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1262412.750000 Penalty: 2777.000244
	Iteration 40F: 3 clusters Score -1262413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1262426.625000 Penalty: 2777.000244
	Iteration 41Q: 3 clusters Score -1262427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1262438.125000 Penalty: 2777.000244
	Iteration 42Q: 3 clusters Score -1262438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1262450.375000 Penalty: 2777.000244
	Iteration 43Q: 3 clusters Score -1262450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1262458.250000 Penalty: 2777.000244
	Iteration 44Q: 3 clusters Score -1262458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1262472.625000 Penalty: 2777.000244
	Iteration 45Q: 3 clusters Score -1262473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1262484.750000 Penalty: 2777.000244
	Iteration 46Q: 3 clusters Score -1262485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1262491.125000 Penalty: 2777.000244
	Iteration 47Q: 3 clusters Score -1262491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1262499.375000 Penalty: 2777.000244
	Iteration 48Q: 3 clusters Score -1262499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1262512.125000 Penalty: 2777.000244
	Iteration 49Q: 3 clusters Score -1262512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1262517.875000 Penalty: 2777.000244
	Iteration 50Q: 3 clusters Score -1262518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1262535.375000 Penalty: 2777.000244
	Iteration 51Q: 3 clusters Score -1262535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1262544.000000 Penalty: 2777.000244
	Iteration 52Q: 3 clusters Score -1262544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1262556.750000 Penalty: 2777.000244
	Iteration 53Q: 3 clusters Score -1262557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1262559.750000 Penalty: 2777.000244
	Iteration 54Q: 3 clusters Score -1262560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1262578.750000 Penalty: 2777.000244
	Iteration 55Q: 3 clusters Score -1262579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1262588.625000 Penalty: 2777.000244
	Iteration 56Q: 3 clusters Score -1262589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1262593.625000 Penalty: 2777.000244
	Iteration 57Q: 3 clusters Score -1262594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1262594.625000 Penalty: 2777.000244
	Iteration 58Q: 3 clusters Score -1262595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1262595.250000 Penalty: 2777.000244
	Iteration 59Q: 3 clusters Score -1262595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1262601.750000 Penalty: 2777.000244
	Iteration 60F: 3 clusters Score -1262602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1262613.500000 Penalty: 2777.000244
	Iteration 61Q: 3 clusters Score -1262614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1262627.250000 Penalty: 2777.000244
	Iteration 62Q: 3 clusters Score -1262627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1262641.375000 Penalty: 2777.000244
	Iteration 63Q: 3 clusters Score -1262641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1262648.250000 Penalty: 2777.000244
	Iteration 64Q: 3 clusters Score -1262648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1262668.250000 Penalty: 2777.000244
	Iteration 65Q: 3 clusters Score -1262668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1262677.750000 Penalty: 2777.000244
	Iteration 66Q: 3 clusters Score -1262678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1262692.625000 Penalty: 2777.000244
	Iteration 67Q: 3 clusters Score -1262693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1262710.500000 Penalty: 2777.000244
	Iteration 68Q: 3 clusters Score -1262710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1262725.125000 Penalty: 2777.000244
	Iteration 69Q: 3 clusters Score -1262725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1262742.125000 Penalty: 2777.000244
	Iteration 70Q: 3 clusters Score -1262742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1262759.750000 Penalty: 2777.000244
	Iteration 71Q: 3 clusters Score -1262760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1262774.875000 Penalty: 2777.000244
	Iteration 72Q: 3 clusters Score -1262775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1262791.375000 Penalty: 2777.000244
	Iteration 73Q: 3 clusters Score -1262791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1262814.125000 Penalty: 2777.000244
	Iteration 74Q: 3 clusters Score -1262814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1262830.750000 Penalty: 2777.000244
	Iteration 75Q: 3 clusters Score -1262831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1262844.750000 Penalty: 2777.000244
	Iteration 76Q: 3 clusters Score -1262845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1262859.375000 Penalty: 2777.000244
	Iteration 77Q: 3 clusters Score -1262859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1262882.625000 Penalty: 2777.000244
	Iteration 78Q: 3 clusters Score -1262883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1262904.500000 Penalty: 2777.000244
	Iteration 79Q: 3 clusters Score -1262904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1262931.750000 Penalty: 2777.000244
	Iteration 80F: 3 clusters Score -1262932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1262961.375000 Penalty: 2777.000244
	Iteration 81Q: 3 clusters Score -1262961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1262984.250000 Penalty: 2777.000244
	Iteration 82Q: 3 clusters Score -1262984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1263011.500000 Penalty: 2777.000244
	Iteration 83Q: 3 clusters Score -1263012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1263044.750000 Penalty: 2777.000244
	Iteration 84Q: 3 clusters Score -1263045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1263069.000000 Penalty: 2777.000244
	Iteration 85Q: 3 clusters Score -1263069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1263081.125000 Penalty: 2777.000244
	Iteration 86Q: 3 clusters Score -1263081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1263096.250000 Penalty: 2777.000244
	Iteration 87Q: 3 clusters Score -1263096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1263106.000000 Penalty: 2777.000244
	Iteration 88Q: 3 clusters Score -1263106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1263111.625000 Penalty: 2777.000244
	Iteration 89Q: 3 clusters Score -1263112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1263126.750000 Penalty: 2777.000244
	Iteration 90Q: 3 clusters Score -1263127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1263134.750000 Penalty: 2777.000244
	Iteration 91Q: 3 clusters Score -1263135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1263146.250000 Penalty: 2777.000244
	Iteration 92Q: 3 clusters Score -1263146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1263157.375000 Penalty: 2777.000244
	Iteration 93Q: 3 clusters Score -1263157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1263163.125000 Penalty: 2777.000244
	Iteration 94Q: 3 clusters Score -1263163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1263176.875000 Penalty: 2777.000244
	Iteration 95Q: 3 clusters Score -1263177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1263182.125000 Penalty: 2777.000244
	Iteration 96Q: 3 clusters Score -1263182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1263189.125000 Penalty: 2777.000244
	Iteration 97Q: 3 clusters Score -1263189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1263196.375000 Penalty: 2777.000244
	Iteration 98Q: 3 clusters Score -1263196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1263199.000000 Penalty: 2777.000244
	Iteration 99Q: 3 clusters Score -1263199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1263202.625000 Penalty: 2777.000244
	Iteration 100F: 3 clusters Score -1263203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1263211.875000 Penalty: 2777.000244
	Iteration 101Q: 3 clusters Score -1263212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1263217.375000 Penalty: 2777.000244
	Iteration 102Q: 3 clusters Score -1263217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1263226.625000 Penalty: 2777.000244
	Iteration 103Q: 3 clusters Score -1263227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1263232.625000 Penalty: 2777.000244
	Iteration 104Q: 3 clusters Score -1263233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1263238.750000 Penalty: 2777.000244
	Iteration 105Q: 3 clusters Score -1263239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1263242.125000 Penalty: 2777.000244
	Iteration 106Q: 3 clusters Score -1263242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1263247.000000 Penalty: 2777.000244
	Iteration 107Q: 3 clusters Score -1263247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1263250.250000 Penalty: 2777.000244
	Iteration 108Q: 3 clusters Score -1263250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1263254.500000 Penalty: 2777.000244
	Iteration 109Q: 3 clusters Score -1263254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1263253.375000 Penalty: 2777.000244
	Iteration 110Q: 3 clusters Score -1263253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1263255.250000 Penalty: 2777.000244
	Iteration 111Q: 3 clusters Score -1263255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1263254.375000 Penalty: 2777.000244
	Iteration 112Q: 3 clusters Score -1263254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1263256.625000 Penalty: 2777.000244
	Iteration 113Q: 3 clusters Score -1263257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1263255.375000 Penalty: 2777.000244
	Iteration 114Q: 3 clusters Score -1263255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1263256.500000 Penalty: 2777.000244
	Iteration 115Q: 3 clusters Score -1263256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1263260.875000 Penalty: 2777.000244
	Iteration 116Q: 3 clusters Score -1263261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1263261.375000 Penalty: 2777.000244
	Iteration 117Q: 3 clusters Score -1263261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1263261.375000 Penalty: 2777.000244
	Iteration 118F: 3 clusters Score -1263261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -41952.160156 Penalty: 916.158508
	Iteration 0F: 2 clusters Score -41952.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41080.808594 Penalty: 1832.317017
	Iteration 0F: 3 clusters Score -41080.81 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41229.800781 Penalty: 1832.317017
	Iteration 1F: 3 clusters Score -41229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41297.031250 Penalty: 1832.317017
	Iteration 2Q: 3 clusters Score -41297.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41339.675781 Penalty: 1832.317017
	Iteration 3Q: 3 clusters Score -41339.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41348.246094 Penalty: 1832.317017
	Iteration 4Q: 3 clusters Score -41348.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41369.046875 Penalty: 1832.317017
	Iteration 5Q: 3 clusters Score -41369.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41370.078125 Penalty: 1832.317017
	Iteration 6Q: 3 clusters Score -41370.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41372.144531 Penalty: 1832.317017
	Iteration 7Q: 3 clusters Score -41372.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41372.144531 Penalty: 1832.317017
	Iteration 8F: 3 clusters Score -41372.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Entering Unmasked Estep 
Score: -1109003.250000 Penalty: 1363.335327
	Iteration 0F: 2 clusters Score -1109003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1102537.500000 Penalty: 2726.670654
	Iteration 0F: 3 clusters Score -1102538 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1104745.625000 Penalty: 2726.670654
	Iteration 1F: 3 clusters Score -1104746 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1105081.125000 Penalty: 2726.670654
	Iteration 2F: 3 clusters Score -1105081 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1105303.125000 Penalty: 2726.670654
	Iteration 3Q: 3 clusters Score -1105303 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1105486.500000 Penalty: 2726.670654
	Iteration 4Q: 3 clusters Score -1105486 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1105658.875000 Penalty: 2726.670654
	Iteration 5Q: 3 clusters Score -1105659 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1105786.375000 Penalty: 2726.670654
	Iteration 6Q: 3 clusters Score -1105786 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1105901.750000 Penalty: 2726.670654
	Iteration 7Q: 3 clusters Score -1105902 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1106030.250000 Penalty: 2726.670654
	Iteration 8Q: 3 clusters Score -1106030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1106160.375000 Penalty: 2726.670654
	Iteration 9Q: 3 clusters Score -1106160 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1106276.250000 Penalty: 2726.670654
	Iteration 10Q: 3 clusters Score -1106276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1106405.875000 Penalty: 2726.670654
	Iteration 11Q: 3 clusters Score -1106406 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1106532.500000 Penalty: 2726.670654
	Iteration 12Q: 3 clusters Score -1106532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1106656.375000 Penalty: 2726.670654
	Iteration 13Q: 3 clusters Score -1106656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1106779.000000 Penalty: 2726.670654
	Iteration 14Q: 3 clusters Score -1106779 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1106898.000000 Penalty: 2726.670654
	Iteration 15Q: 3 clusters Score -1106898 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1107016.250000 Penalty: 2726.670654
	Iteration 16Q: 3 clusters Score -1107016 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1107143.250000 Penalty: 2726.670654
	Iteration 17Q: 3 clusters Score -1107143 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1107266.250000 Penalty: 2726.670654
	Iteration 18Q: 3 clusters Score -1107266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1107362.875000 Penalty: 2726.670654
	Iteration 19Q: 3 clusters Score -1107363 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1107439.625000 Penalty: 2726.670654
	Iteration 20F: 3 clusters Score -1107440 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1107509.125000 Penalty: 2726.670654
	Iteration 21Q: 3 clusters Score -1107509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1107567.750000 Penalty: 2726.670654
	Iteration 22Q: 3 clusters Score -1107568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1107609.750000 Penalty: 2726.670654
	Iteration 23Q: 3 clusters Score -1107610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1107656.250000 Penalty: 2726.670654
	Iteration 24Q: 3 clusters Score -1107656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1107693.125000 Penalty: 2726.670654
	Iteration 25Q: 3 clusters Score -1107693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1107725.875000 Penalty: 2726.670654
	Iteration 26Q: 3 clusters Score -1107726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1107758.250000 Penalty: 2726.670654
	Iteration 27Q: 3 clusters Score -1107758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1107783.250000 Penalty: 2726.670654
	Iteration 28Q: 3 clusters Score -1107783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1107809.000000 Penalty: 2726.670654
	Iteration 29Q: 3 clusters Score -1107809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1107831.500000 Penalty: 2726.670654
	Iteration 30Q: 3 clusters Score -1107832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1107865.250000 Penalty: 2726.670654
	Iteration 31Q: 3 clusters Score -1107865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1107889.500000 Penalty: 2726.670654
	Iteration 32Q: 3 clusters Score -1107890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1107913.375000 Penalty: 2726.670654
	Iteration 33Q: 3 clusters Score -1107913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1107934.500000 Penalty: 2726.670654
	Iteration 34Q: 3 clusters Score -1107934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1107956.000000 Penalty: 2726.670654
	Iteration 35Q: 3 clusters Score -1107956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1107968.750000 Penalty: 2726.670654
	Iteration 36Q: 3 clusters Score -1107969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1107977.500000 Penalty: 2726.670654
	Iteration 37Q: 3 clusters Score -1107978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1107983.000000 Penalty: 2726.670654
	Iteration 38Q: 3 clusters Score -1107983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1107990.875000 Penalty: 2726.670654
	Iteration 39Q: 3 clusters Score -1107991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1107999.750000 Penalty: 2726.670654
	Iteration 40F: 3 clusters Score -1108000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1108005.000000 Penalty: 2726.670654
	Iteration 41Q: 3 clusters Score -1108005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1108006.875000 Penalty: 2726.670654
	Iteration 42Q: 3 clusters Score -1108007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1108010.500000 Penalty: 2726.670654
	Iteration 43Q: 3 clusters Score -1108010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1108011.375000 Penalty: 2726.670654
	Iteration 44Q: 3 clusters Score -1108011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1108011.750000 Penalty: 2726.670654
	Iteration 45Q: 3 clusters Score -1108012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1108011.250000 Penalty: 2726.670654
	Iteration 46Q: 3 clusters Score -1108011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1108012.000000 Penalty: 2726.670654
	Iteration 47Q: 3 clusters Score -1108012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1108012.500000 Penalty: 2726.670654
	Iteration 48Q: 3 clusters Score -1108012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1108014.000000 Penalty: 2726.670654
	Iteration 49Q: 3 clusters Score -1108014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1108016.625000 Penalty: 2726.670654
	Iteration 50Q: 3 clusters Score -1108017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1108017.125000 Penalty: 2726.670654
	Iteration 51Q: 3 clusters Score -1108017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1108020.375000 Penalty: 2726.670654
	Iteration 52Q: 3 clusters Score -1108020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1108022.125000 Penalty: 2726.670654
	Iteration 53Q: 3 clusters Score -1108022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1108023.375000 Penalty: 2726.670654
	Iteration 54Q: 3 clusters Score -1108023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1108025.750000 Penalty: 2726.670654
	Iteration 55Q: 3 clusters Score -1108026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1108032.000000 Penalty: 2726.670654
	Iteration 56Q: 3 clusters Score -1108032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1108036.625000 Penalty: 2726.670654
	Iteration 57Q: 3 clusters Score -1108037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1108039.125000 Penalty: 2726.670654
	Iteration 58Q: 3 clusters Score -1108039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1108044.125000 Penalty: 2726.670654
	Iteration 59Q: 3 clusters Score -1108044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1108046.375000 Penalty: 2726.670654
	Iteration 60F: 3 clusters Score -1108046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1108050.500000 Penalty: 2726.670654
	Iteration 61Q: 3 clusters Score -1108050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1108051.875000 Penalty: 2726.670654
	Iteration 62Q: 3 clusters Score -1108052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1108054.375000 Penalty: 2726.670654
	Iteration 63Q: 3 clusters Score -1108054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1108054.125000 Penalty: 2726.670654
	Iteration 64Q: 3 clusters Score -1108054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1108056.250000 Penalty: 2726.670654
	Iteration 65Q: 3 clusters Score -1108056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1108060.125000 Penalty: 2726.670654
	Iteration 66Q: 3 clusters Score -1108060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1108059.375000 Penalty: 2726.670654
	Iteration 67Q: 3 clusters Score -1108059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1108060.375000 Penalty: 2726.670654
	Iteration 68Q: 3 clusters Score -1108060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1108062.250000 Penalty: 2726.670654
	Iteration 69Q: 3 clusters Score -1108062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1108065.625000 Penalty: 2726.670654
	Iteration 70Q: 3 clusters Score -1108066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1108067.125000 Penalty: 2726.670654
	Iteration 71Q: 3 clusters Score -1108067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1108067.125000 Penalty: 2726.670654
	Iteration 72Q: 3 clusters Score -1108067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1108067.625000 Penalty: 2726.670654
	Iteration 73Q: 3 clusters Score -1108068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1108066.750000 Penalty: 2726.670654
	Iteration 74Q: 3 clusters Score -1108067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1108066.750000 Penalty: 2726.670654
	Iteration 75F: 3 clusters Score -1108067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (85657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Entering Unmasked Estep 
Score: -9882318.000000 Penalty: 1690.086304
	Iteration 0F: 2 clusters Score -9882318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -9827209.000000 Penalty: 3380.172607
	Iteration 0F: 3 clusters Score -9827209 nChanged 40226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -9850041.000000 Penalty: 3380.172607
	Iteration 1F: 3 clusters Score -9850041 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -9850666.000000 Penalty: 3380.172607
	Iteration 2Q: 3 clusters Score -9850666 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -9851390.000000 Penalty: 3380.172607
	Iteration 3Q: 3 clusters Score -9851390 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -9852090.000000 Penalty: 3380.172607
	Iteration 4Q: 3 clusters Score -9852090 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -9853019.000000 Penalty: 3380.172607
	Iteration 5Q: 3 clusters Score -9853019 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -9854113.000000 Penalty: 3380.172607
	Iteration 6Q: 3 clusters Score -9854113 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -9855595.000000 Penalty: 3380.172607
	Iteration 7Q: 3 clusters Score -9855595 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -9857616.000000 Penalty: 3380.172607
	Iteration 8F: 3 clusters Score -9857616 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -9860056.000000 Penalty: 3380.172607
	Iteration 9F: 3 clusters Score -9860056 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -9863095.000000 Penalty: 3380.172607
	Iteration 10F: 3 clusters Score -9863095 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -9866581.000000 Penalty: 3380.172607
	Iteration 11F: 3 clusters Score -9866581 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -9869932.000000 Penalty: 3380.172607
	Iteration 12F: 3 clusters Score -9869932 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -9872609.000000 Penalty: 3380.172607
	Iteration 13Q: 3 clusters Score -9872609 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9874559.000000 Penalty: 3380.172607
	Iteration 14Q: 3 clusters Score -9874559 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -9875765.000000 Penalty: 3380.172607
	Iteration 15Q: 3 clusters Score -9875765 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -9876757.000000 Penalty: 3380.172607
	Iteration 16Q: 3 clusters Score -9876757 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -9877577.000000 Penalty: 3380.172607
	Iteration 17Q: 3 clusters Score -9877577 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -9878226.000000 Penalty: 3380.172607
	Iteration 18Q: 3 clusters Score -9878226 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -9878811.000000 Penalty: 3380.172607
	Iteration 19Q: 3 clusters Score -9878811 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -9879295.000000 Penalty: 3380.172607
	Iteration 20F: 3 clusters Score -9879295 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -9879696.000000 Penalty: 3380.172607
	Iteration 21Q: 3 clusters Score -9879696 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -9880016.000000 Penalty: 3380.172607
	Iteration 22Q: 3 clusters Score -9880016 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -9880241.000000 Penalty: 3380.172607
	Iteration 23Q: 3 clusters Score -9880241 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -9880484.000000 Penalty: 3380.172607
	Iteration 24Q: 3 clusters Score -9880484 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -9880619.000000 Penalty: 3380.172607
	Iteration 25Q: 3 clusters Score -9880619 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -9880767.000000 Penalty: 3380.172607
	Iteration 26Q: 3 clusters Score -9880767 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -9880840.000000 Penalty: 3380.172607
	Iteration 27Q: 3 clusters Score -9880840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -9880920.000000 Penalty: 3380.172607
	Iteration 28Q: 3 clusters Score -9880920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -9880996.000000 Penalty: 3380.172607
	Iteration 29Q: 3 clusters Score -9880996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -9881064.000000 Penalty: 3380.172607
	Iteration 30Q: 3 clusters Score -9881064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -9881115.000000 Penalty: 3380.172607
	Iteration 31Q: 3 clusters Score -9881115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -9881138.000000 Penalty: 3380.172607
	Iteration 32Q: 3 clusters Score -9881138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -9881161.000000 Penalty: 3380.172607
	Iteration 33Q: 3 clusters Score -9881161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -9881164.000000 Penalty: 3380.172607
	Iteration 34Q: 3 clusters Score -9881164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -9881179.000000 Penalty: 3380.172607
	Iteration 35Q: 3 clusters Score -9881179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -9881199.000000 Penalty: 3380.172607
	Iteration 36Q: 3 clusters Score -9881199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -9881204.000000 Penalty: 3380.172607
	Iteration 37Q: 3 clusters Score -9881204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -9881215.000000 Penalty: 3380.172607
	Iteration 38Q: 3 clusters Score -9881215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 84688 members 
Entering Unmasked Estep 
Score: -9881204.000000 Penalty: 3380.172607
	Iteration 39Q: 3 clusters Score -9881204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -9881206.000000 Penalty: 3380.172607
	Iteration 40F: 3 clusters Score -9881206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -9881215.000000 Penalty: 3380.172607
	Iteration 41Q: 3 clusters Score -9881215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -9881217.000000 Penalty: 3380.172607
	Iteration 42Q: 3 clusters Score -9881217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -9881227.000000 Penalty: 3380.172607
	Iteration 43Q: 3 clusters Score -9881227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -9881237.000000 Penalty: 3380.172607
	Iteration 44Q: 3 clusters Score -9881237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -9881246.000000 Penalty: 3380.172607
	Iteration 45Q: 3 clusters Score -9881246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -9881239.000000 Penalty: 3380.172607
	Iteration 46Q: 3 clusters Score -9881239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -9881248.000000 Penalty: 3380.172607
	Iteration 47Q: 3 clusters Score -9881248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -9881248.000000 Penalty: 3380.172607
	Iteration 48F: 3 clusters Score -9881248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -1170866.750000 Penalty: 1369.752808
	Iteration 0F: 2 clusters Score -1170867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1164226.250000 Penalty: 2739.505615
	Iteration 0F: 3 clusters Score -1164226 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1166324.125000 Penalty: 2739.505615
	Iteration 1F: 3 clusters Score -1166324 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1166598.875000 Penalty: 2739.505615
	Iteration 2F: 3 clusters Score -1166599 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1166809.500000 Penalty: 2739.505615
	Iteration 3Q: 3 clusters Score -1166810 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1166977.625000 Penalty: 2739.505615
	Iteration 4Q: 3 clusters Score -1166978 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1167128.625000 Penalty: 2739.505615
	Iteration 5Q: 3 clusters Score -1167129 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1167270.875000 Penalty: 2739.505615
	Iteration 6Q: 3 clusters Score -1167271 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1167413.500000 Penalty: 2739.505615
	Iteration 7Q: 3 clusters Score -1167414 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1167552.500000 Penalty: 2739.505615
	Iteration 8Q: 3 clusters Score -1167552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1167687.250000 Penalty: 2739.505615
	Iteration 9Q: 3 clusters Score -1167687 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1167831.375000 Penalty: 2739.505615
	Iteration 10Q: 3 clusters Score -1167831 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1167971.875000 Penalty: 2739.505615
	Iteration 11Q: 3 clusters Score -1167972 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1168112.000000 Penalty: 2739.505615
	Iteration 12Q: 3 clusters Score -1168112 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1168247.000000 Penalty: 2739.505615
	Iteration 13Q: 3 clusters Score -1168247 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1168374.500000 Penalty: 2739.505615
	Iteration 14Q: 3 clusters Score -1168374 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1168499.500000 Penalty: 2739.505615
	Iteration 15Q: 3 clusters Score -1168500 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1168610.500000 Penalty: 2739.505615
	Iteration 16Q: 3 clusters Score -1168610 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1168696.750000 Penalty: 2739.505615
	Iteration 17Q: 3 clusters Score -1168697 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1168754.500000 Penalty: 2739.505615
	Iteration 18Q: 3 clusters Score -1168754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1168814.750000 Penalty: 2739.505615
	Iteration 19Q: 3 clusters Score -1168815 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1168858.125000 Penalty: 2739.505615
	Iteration 20F: 3 clusters Score -1168858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1168894.000000 Penalty: 2739.505615
	Iteration 21Q: 3 clusters Score -1168894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1168929.625000 Penalty: 2739.505615
	Iteration 22Q: 3 clusters Score -1168930 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1168960.500000 Penalty: 2739.505615
	Iteration 23Q: 3 clusters Score -1168960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1168989.125000 Penalty: 2739.505615
	Iteration 24Q: 3 clusters Score -1168989 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1169023.375000 Penalty: 2739.505615
	Iteration 25Q: 3 clusters Score -1169023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1169050.125000 Penalty: 2739.505615
	Iteration 26Q: 3 clusters Score -1169050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1169076.500000 Penalty: 2739.505615
	Iteration 27Q: 3 clusters Score -1169076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1169107.000000 Penalty: 2739.505615
	Iteration 28Q: 3 clusters Score -1169107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1169127.875000 Penalty: 2739.505615
	Iteration 29Q: 3 clusters Score -1169128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1169146.875000 Penalty: 2739.505615
	Iteration 30Q: 3 clusters Score -1169147 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1169173.500000 Penalty: 2739.505615
	Iteration 31Q: 3 clusters Score -1169174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1169195.750000 Penalty: 2739.505615
	Iteration 32Q: 3 clusters Score -1169196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1169221.750000 Penalty: 2739.505615
	Iteration 33Q: 3 clusters Score -1169222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1169247.125000 Penalty: 2739.505615
	Iteration 34Q: 3 clusters Score -1169247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1169268.750000 Penalty: 2739.505615
	Iteration 35Q: 3 clusters Score -1169269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1169294.250000 Penalty: 2739.505615
	Iteration 36Q: 3 clusters Score -1169294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1169322.375000 Penalty: 2739.505615
	Iteration 37Q: 3 clusters Score -1169322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1169346.375000 Penalty: 2739.505615
	Iteration 38Q: 3 clusters Score -1169346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1169369.875000 Penalty: 2739.505615
	Iteration 39Q: 3 clusters Score -1169370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1169390.625000 Penalty: 2739.505615
	Iteration 40F: 3 clusters Score -1169391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1169408.125000 Penalty: 2739.505615
	Iteration 41Q: 3 clusters Score -1169408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1169425.000000 Penalty: 2739.505615
	Iteration 42Q: 3 clusters Score -1169425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1169435.125000 Penalty: 2739.505615
	Iteration 43Q: 3 clusters Score -1169435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1169448.875000 Penalty: 2739.505615
	Iteration 44Q: 3 clusters Score -1169449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1169465.875000 Penalty: 2739.505615
	Iteration 45Q: 3 clusters Score -1169466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1169487.000000 Penalty: 2739.505615
	Iteration 46Q: 3 clusters Score -1169487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1169504.375000 Penalty: 2739.505615
	Iteration 47Q: 3 clusters Score -1169504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1169519.250000 Penalty: 2739.505615
	Iteration 48Q: 3 clusters Score -1169519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1169532.875000 Penalty: 2739.505615
	Iteration 49Q: 3 clusters Score -1169533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1169548.375000 Penalty: 2739.505615
	Iteration 50Q: 3 clusters Score -1169548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1169564.000000 Penalty: 2739.505615
	Iteration 51Q: 3 clusters Score -1169564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1169579.625000 Penalty: 2739.505615
	Iteration 52Q: 3 clusters Score -1169580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1169593.875000 Penalty: 2739.505615
	Iteration 53Q: 3 clusters Score -1169594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1169610.000000 Penalty: 2739.505615
	Iteration 54Q: 3 clusters Score -1169610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1169624.875000 Penalty: 2739.505615
	Iteration 55Q: 3 clusters Score -1169625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1169640.000000 Penalty: 2739.505615
	Iteration 56Q: 3 clusters Score -1169640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1169648.375000 Penalty: 2739.505615
	Iteration 57Q: 3 clusters Score -1169648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1169662.875000 Penalty: 2739.505615
	Iteration 58Q: 3 clusters Score -1169663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1169675.250000 Penalty: 2739.505615
	Iteration 59Q: 3 clusters Score -1169675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1169687.750000 Penalty: 2739.505615
	Iteration 60F: 3 clusters Score -1169688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1169692.875000 Penalty: 2739.505615
	Iteration 61Q: 3 clusters Score -1169693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1169700.625000 Penalty: 2739.505615
	Iteration 62Q: 3 clusters Score -1169701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1169708.500000 Penalty: 2739.505615
	Iteration 63Q: 3 clusters Score -1169708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1169714.625000 Penalty: 2739.505615
	Iteration 64Q: 3 clusters Score -1169715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1169720.000000 Penalty: 2739.505615
	Iteration 65Q: 3 clusters Score -1169720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1169728.125000 Penalty: 2739.505615
	Iteration 66Q: 3 clusters Score -1169728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1169733.500000 Penalty: 2739.505615
	Iteration 67Q: 3 clusters Score -1169734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1169738.000000 Penalty: 2739.505615
	Iteration 68Q: 3 clusters Score -1169738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1169743.500000 Penalty: 2739.505615
	Iteration 69Q: 3 clusters Score -1169744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1169748.500000 Penalty: 2739.505615
	Iteration 70Q: 3 clusters Score -1169748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1169761.750000 Penalty: 2739.505615
	Iteration 71Q: 3 clusters Score -1169762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1169768.000000 Penalty: 2739.505615
	Iteration 72Q: 3 clusters Score -1169768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1169773.625000 Penalty: 2739.505615
	Iteration 73Q: 3 clusters Score -1169774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1169783.750000 Penalty: 2739.505615
	Iteration 74Q: 3 clusters Score -1169784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1169786.875000 Penalty: 2739.505615
	Iteration 75Q: 3 clusters Score -1169787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1169788.625000 Penalty: 2739.505615
	Iteration 76Q: 3 clusters Score -1169789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1169795.000000 Penalty: 2739.505615
	Iteration 77Q: 3 clusters Score -1169795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1169800.750000 Penalty: 2739.505615
	Iteration 78Q: 3 clusters Score -1169801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1169810.000000 Penalty: 2739.505615
	Iteration 79Q: 3 clusters Score -1169810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1169810.250000 Penalty: 2739.505615
	Iteration 80F: 3 clusters Score -1169810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1169814.875000 Penalty: 2739.505615
	Iteration 81Q: 3 clusters Score -1169815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1169816.250000 Penalty: 2739.505615
	Iteration 82Q: 3 clusters Score -1169816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1169819.000000 Penalty: 2739.505615
	Iteration 83Q: 3 clusters Score -1169819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1169819.500000 Penalty: 2739.505615
	Iteration 84Q: 3 clusters Score -1169820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1169822.875000 Penalty: 2739.505615
	Iteration 85Q: 3 clusters Score -1169823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1169822.750000 Penalty: 2739.505615
	Iteration 86Q: 3 clusters Score -1169823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1169826.750000 Penalty: 2739.505615
	Iteration 87Q: 3 clusters Score -1169827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1169829.000000 Penalty: 2739.505615
	Iteration 88Q: 3 clusters Score -1169829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1169833.625000 Penalty: 2739.505615
	Iteration 89Q: 3 clusters Score -1169834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1169836.750000 Penalty: 2739.505615
	Iteration 90Q: 3 clusters Score -1169837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1169837.875000 Penalty: 2739.505615
	Iteration 91Q: 3 clusters Score -1169838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1169837.875000 Penalty: 2739.505615
	Iteration 92Q: 3 clusters Score -1169838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1169840.500000 Penalty: 2739.505615
	Iteration 93Q: 3 clusters Score -1169840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1169841.750000 Penalty: 2739.505615
	Iteration 94Q: 3 clusters Score -1169842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1169842.500000 Penalty: 2739.505615
	Iteration 95Q: 3 clusters Score -1169842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1169844.000000 Penalty: 2739.505615
	Iteration 96Q: 3 clusters Score -1169844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1169845.500000 Penalty: 2739.505615
	Iteration 97Q: 3 clusters Score -1169846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1169845.750000 Penalty: 2739.505615
	Iteration 98Q: 3 clusters Score -1169846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1169847.375000 Penalty: 2739.505615
	Iteration 99Q: 3 clusters Score -1169847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1169853.000000 Penalty: 2739.505615
	Iteration 100F: 3 clusters Score -1169853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1169855.875000 Penalty: 2739.505615
	Iteration 101Q: 3 clusters Score -1169856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1169859.000000 Penalty: 2739.505615
	Iteration 102Q: 3 clusters Score -1169859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1169862.000000 Penalty: 2739.505615
	Iteration 103Q: 3 clusters Score -1169862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1169865.875000 Penalty: 2739.505615
	Iteration 104Q: 3 clusters Score -1169866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1169866.625000 Penalty: 2739.505615
	Iteration 105Q: 3 clusters Score -1169867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1169866.625000 Penalty: 2739.505615
	Iteration 106F: 3 clusters Score -1169867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Entering Unmasked Estep 
Score: -660725.062500 Penalty: 1291.986938
	Iteration 0F: 2 clusters Score -660725.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -656498.750000 Penalty: 2583.973877
	Iteration 0F: 3 clusters Score -656498.8 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -657799.125000 Penalty: 2583.973877
	Iteration 1F: 3 clusters Score -657799.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -658042.875000 Penalty: 2583.973877
	Iteration 2F: 3 clusters Score -658042.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -658196.250000 Penalty: 2583.973877
	Iteration 3Q: 3 clusters Score -658196.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -658305.437500 Penalty: 2583.973877
	Iteration 4Q: 3 clusters Score -658305.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -658376.937500 Penalty: 2583.973877
	Iteration 5Q: 3 clusters Score -658376.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -658436.562500 Penalty: 2583.973877
	Iteration 6Q: 3 clusters Score -658436.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -658489.562500 Penalty: 2583.973877
	Iteration 7Q: 3 clusters Score -658489.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -658537.875000 Penalty: 2583.973877
	Iteration 8Q: 3 clusters Score -658537.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -658575.437500 Penalty: 2583.973877
	Iteration 9Q: 3 clusters Score -658575.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -658599.687500 Penalty: 2583.973877
	Iteration 10Q: 3 clusters Score -658599.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -658622.687500 Penalty: 2583.973877
	Iteration 11Q: 3 clusters Score -658622.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -658652.125000 Penalty: 2583.973877
	Iteration 12Q: 3 clusters Score -658652.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -658685.250000 Penalty: 2583.973877
	Iteration 13Q: 3 clusters Score -658685.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -658721.812500 Penalty: 2583.973877
	Iteration 14Q: 3 clusters Score -658721.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -658754.187500 Penalty: 2583.973877
	Iteration 15Q: 3 clusters Score -658754.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -658782.000000 Penalty: 2583.973877
	Iteration 16Q: 3 clusters Score -658782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -658816.437500 Penalty: 2583.973877
	Iteration 17Q: 3 clusters Score -658816.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -658849.500000 Penalty: 2583.973877
	Iteration 18Q: 3 clusters Score -658849.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -658883.875000 Penalty: 2583.973877
	Iteration 19Q: 3 clusters Score -658883.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -658926.187500 Penalty: 2583.973877
	Iteration 20F: 3 clusters Score -658926.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -658961.062500 Penalty: 2583.973877
	Iteration 21Q: 3 clusters Score -658961.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -658987.375000 Penalty: 2583.973877
	Iteration 22Q: 3 clusters Score -658987.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -659013.125000 Penalty: 2583.973877
	Iteration 23Q: 3 clusters Score -659013.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -659047.375000 Penalty: 2583.973877
	Iteration 24Q: 3 clusters Score -659047.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -659072.812500 Penalty: 2583.973877
	Iteration 25Q: 3 clusters Score -659072.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -659101.375000 Penalty: 2583.973877
	Iteration 26Q: 3 clusters Score -659101.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -659132.187500 Penalty: 2583.973877
	Iteration 27Q: 3 clusters Score -659132.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -659159.937500 Penalty: 2583.973877
	Iteration 28Q: 3 clusters Score -659159.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -659185.812500 Penalty: 2583.973877
	Iteration 29Q: 3 clusters Score -659185.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -659208.812500 Penalty: 2583.973877
	Iteration 30Q: 3 clusters Score -659208.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -659239.500000 Penalty: 2583.973877
	Iteration 31Q: 3 clusters Score -659239.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -659269.500000 Penalty: 2583.973877
	Iteration 32Q: 3 clusters Score -659269.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -659287.062500 Penalty: 2583.973877
	Iteration 33Q: 3 clusters Score -659287.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -659304.375000 Penalty: 2583.973877
	Iteration 34Q: 3 clusters Score -659304.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -659323.625000 Penalty: 2583.973877
	Iteration 35Q: 3 clusters Score -659323.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -659341.375000 Penalty: 2583.973877
	Iteration 36Q: 3 clusters Score -659341.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -659353.375000 Penalty: 2583.973877
	Iteration 37Q: 3 clusters Score -659353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -659373.187500 Penalty: 2583.973877
	Iteration 38Q: 3 clusters Score -659373.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -659393.562500 Penalty: 2583.973877
	Iteration 39Q: 3 clusters Score -659393.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -659414.062500 Penalty: 2583.973877
	Iteration 40F: 3 clusters Score -659414.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -659430.375000 Penalty: 2583.973877
	Iteration 41Q: 3 clusters Score -659430.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -659447.000000 Penalty: 2583.973877
	Iteration 42Q: 3 clusters Score -659447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -659463.000000 Penalty: 2583.973877
	Iteration 43Q: 3 clusters Score -659463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -659476.250000 Penalty: 2583.973877
	Iteration 44Q: 3 clusters Score -659476.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -659493.750000 Penalty: 2583.973877
	Iteration 45Q: 3 clusters Score -659493.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -659507.625000 Penalty: 2583.973877
	Iteration 46Q: 3 clusters Score -659507.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -659519.312500 Penalty: 2583.973877
	Iteration 47Q: 3 clusters Score -659519.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -659537.687500 Penalty: 2583.973877
	Iteration 48Q: 3 clusters Score -659537.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -659554.125000 Penalty: 2583.973877
	Iteration 49Q: 3 clusters Score -659554.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -659574.062500 Penalty: 2583.973877
	Iteration 50Q: 3 clusters Score -659574.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -659593.062500 Penalty: 2583.973877
	Iteration 51Q: 3 clusters Score -659593.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -659606.875000 Penalty: 2583.973877
	Iteration 52Q: 3 clusters Score -659606.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -659617.687500 Penalty: 2583.973877
	Iteration 53Q: 3 clusters Score -659617.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -659623.187500 Penalty: 2583.973877
	Iteration 54Q: 3 clusters Score -659623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -659627.812500 Penalty: 2583.973877
	Iteration 55Q: 3 clusters Score -659627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -659633.437500 Penalty: 2583.973877
	Iteration 56Q: 3 clusters Score -659633.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -659637.687500 Penalty: 2583.973877
	Iteration 57Q: 3 clusters Score -659637.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -659644.125000 Penalty: 2583.973877
	Iteration 58Q: 3 clusters Score -659644.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -659650.250000 Penalty: 2583.973877
	Iteration 59Q: 3 clusters Score -659650.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -659663.750000 Penalty: 2583.973877
	Iteration 60F: 3 clusters Score -659663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -659671.250000 Penalty: 2583.973877
	Iteration 61Q: 3 clusters Score -659671.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -659679.812500 Penalty: 2583.973877
	Iteration 62Q: 3 clusters Score -659679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -659686.250000 Penalty: 2583.973877
	Iteration 63Q: 3 clusters Score -659686.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -659689.937500 Penalty: 2583.973877
	Iteration 64Q: 3 clusters Score -659689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -659694.312500 Penalty: 2583.973877
	Iteration 65Q: 3 clusters Score -659694.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -659697.437500 Penalty: 2583.973877
	Iteration 66Q: 3 clusters Score -659697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -659701.312500 Penalty: 2583.973877
	Iteration 67Q: 3 clusters Score -659701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -659704.250000 Penalty: 2583.973877
	Iteration 68Q: 3 clusters Score -659704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -659704.937500 Penalty: 2583.973877
	Iteration 69Q: 3 clusters Score -659704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -659706.437500 Penalty: 2583.973877
	Iteration 70Q: 3 clusters Score -659706.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -659709.312500 Penalty: 2583.973877
	Iteration 71Q: 3 clusters Score -659709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -659713.125000 Penalty: 2583.973877
	Iteration 72Q: 3 clusters Score -659713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -659714.750000 Penalty: 2583.973877
	Iteration 73Q: 3 clusters Score -659714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -659716.000000 Penalty: 2583.973877
	Iteration 74Q: 3 clusters Score -659716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -659718.062500 Penalty: 2583.973877
	Iteration 75Q: 3 clusters Score -659718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -659722.375000 Penalty: 2583.973877
	Iteration 76Q: 3 clusters Score -659722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -659724.625000 Penalty: 2583.973877
	Iteration 77Q: 3 clusters Score -659724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -659729.250000 Penalty: 2583.973877
	Iteration 78Q: 3 clusters Score -659729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -659730.250000 Penalty: 2583.973877
	Iteration 79Q: 3 clusters Score -659730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -659732.562500 Penalty: 2583.973877
	Iteration 80F: 3 clusters Score -659732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -659732.687500 Penalty: 2583.973877
	Iteration 81Q: 3 clusters Score -659732.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -659735.750000 Penalty: 2583.973877
	Iteration 82Q: 3 clusters Score -659735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -659737.687500 Penalty: 2583.973877
	Iteration 83Q: 3 clusters Score -659737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -659741.625000 Penalty: 2583.973877
	Iteration 84Q: 3 clusters Score -659741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -659745.250000 Penalty: 2583.973877
	Iteration 85Q: 3 clusters Score -659745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -659747.562500 Penalty: 2583.973877
	Iteration 86Q: 3 clusters Score -659747.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -659752.437500 Penalty: 2583.973877
	Iteration 87Q: 3 clusters Score -659752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -659752.937500 Penalty: 2583.973877
	Iteration 88Q: 3 clusters Score -659752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -659753.312500 Penalty: 2583.973877
	Iteration 89Q: 3 clusters Score -659753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -659755.312500 Penalty: 2583.973877
	Iteration 90Q: 3 clusters Score -659755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -659757.812500 Penalty: 2583.973877
	Iteration 91Q: 3 clusters Score -659757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -659759.687500 Penalty: 2583.973877
	Iteration 92Q: 3 clusters Score -659759.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -659760.875000 Penalty: 2583.973877
	Iteration 93Q: 3 clusters Score -659760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -659764.375000 Penalty: 2583.973877
	Iteration 94Q: 3 clusters Score -659764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -659765.625000 Penalty: 2583.973877
	Iteration 95Q: 3 clusters Score -659765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -659770.187500 Penalty: 2583.973877
	Iteration 96Q: 3 clusters Score -659770.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -659773.625000 Penalty: 2583.973877
	Iteration 97Q: 3 clusters Score -659773.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -659776.750000 Penalty: 2583.973877
	Iteration 98Q: 3 clusters Score -659776.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -659780.062500 Penalty: 2583.973877
	Iteration 99Q: 3 clusters Score -659780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -659782.000000 Penalty: 2583.973877
	Iteration 100F: 3 clusters Score -659782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -659783.687500 Penalty: 2583.973877
	Iteration 101Q: 3 clusters Score -659783.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -659783.687500 Penalty: 2583.973877
	Iteration 102F: 3 clusters Score -659783.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Entering Unmasked Estep 
Score: -1905899.875000 Penalty: 1440.537476
	Iteration 0F: 2 clusters Score -1905900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1895321.375000 Penalty: 2881.074951
	Iteration 0F: 3 clusters Score -1895321 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1899045.875000 Penalty: 2881.074951
	Iteration 1F: 3 clusters Score -1899046 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1899540.250000 Penalty: 2881.074951
	Iteration 2F: 3 clusters Score -1899540 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1900006.500000 Penalty: 2881.074951
	Iteration 3F: 3 clusters Score -1900006 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1900527.000000 Penalty: 2881.074951
	Iteration 4F: 3 clusters Score -1900527 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1901045.500000 Penalty: 2881.074951
	Iteration 5F: 3 clusters Score -1901046 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1901483.125000 Penalty: 2881.074951
	Iteration 6F: 3 clusters Score -1901483 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1901917.250000 Penalty: 2881.074951
	Iteration 7Q: 3 clusters Score -1901917 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1902265.250000 Penalty: 2881.074951
	Iteration 8Q: 3 clusters Score -1902265 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1902530.625000 Penalty: 2881.074951
	Iteration 9Q: 3 clusters Score -1902531 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1902755.000000 Penalty: 2881.074951
	Iteration 10Q: 3 clusters Score -1902755 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1902978.000000 Penalty: 2881.074951
	Iteration 11Q: 3 clusters Score -1902978 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1903173.750000 Penalty: 2881.074951
	Iteration 12Q: 3 clusters Score -1903174 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1903379.125000 Penalty: 2881.074951
	Iteration 13Q: 3 clusters Score -1903379 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1903580.625000 Penalty: 2881.074951
	Iteration 14Q: 3 clusters Score -1903581 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1903750.500000 Penalty: 2881.074951
	Iteration 15Q: 3 clusters Score -1903750 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1903898.250000 Penalty: 2881.074951
	Iteration 16Q: 3 clusters Score -1903898 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1904000.250000 Penalty: 2881.074951
	Iteration 17Q: 3 clusters Score -1904000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1904094.250000 Penalty: 2881.074951
	Iteration 18Q: 3 clusters Score -1904094 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1904205.250000 Penalty: 2881.074951
	Iteration 19Q: 3 clusters Score -1904205 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1904293.250000 Penalty: 2881.074951
	Iteration 20F: 3 clusters Score -1904293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1904381.875000 Penalty: 2881.074951
	Iteration 21Q: 3 clusters Score -1904382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1904446.125000 Penalty: 2881.074951
	Iteration 22Q: 3 clusters Score -1904446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1904488.750000 Penalty: 2881.074951
	Iteration 23Q: 3 clusters Score -1904489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1904523.500000 Penalty: 2881.074951
	Iteration 24Q: 3 clusters Score -1904524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1904552.000000 Penalty: 2881.074951
	Iteration 25Q: 3 clusters Score -1904552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1904582.375000 Penalty: 2881.074951
	Iteration 26Q: 3 clusters Score -1904582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1904601.875000 Penalty: 2881.074951
	Iteration 27Q: 3 clusters Score -1904602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1904620.875000 Penalty: 2881.074951
	Iteration 28Q: 3 clusters Score -1904621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1904638.375000 Penalty: 2881.074951
	Iteration 29Q: 3 clusters Score -1904638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1904654.625000 Penalty: 2881.074951
	Iteration 30Q: 3 clusters Score -1904655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1904670.750000 Penalty: 2881.074951
	Iteration 31Q: 3 clusters Score -1904671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1904680.500000 Penalty: 2881.074951
	Iteration 32Q: 3 clusters Score -1904680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1904688.250000 Penalty: 2881.074951
	Iteration 33Q: 3 clusters Score -1904688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1904691.625000 Penalty: 2881.074951
	Iteration 34Q: 3 clusters Score -1904692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1904700.500000 Penalty: 2881.074951
	Iteration 35Q: 3 clusters Score -1904700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1904707.250000 Penalty: 2881.074951
	Iteration 36Q: 3 clusters Score -1904707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1904710.625000 Penalty: 2881.074951
	Iteration 37Q: 3 clusters Score -1904711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1904713.500000 Penalty: 2881.074951
	Iteration 38Q: 3 clusters Score -1904714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1904713.625000 Penalty: 2881.074951
	Iteration 39Q: 3 clusters Score -1904714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1904716.125000 Penalty: 2881.074951
	Iteration 40F: 3 clusters Score -1904716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1904713.625000 Penalty: 2881.074951
	Iteration 41Q: 3 clusters Score -1904714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1904715.875000 Penalty: 2881.074951
	Iteration 42Q: 3 clusters Score -1904716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1904715.875000 Penalty: 2881.074951
	Iteration 43F: 3 clusters Score -1904716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Entering Unmasked Estep 
Score: -4879129.000000 Penalty: 1581.653687
	Iteration 0F: 2 clusters Score -4879129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4852239.000000 Penalty: 3163.307373
	Iteration 0F: 3 clusters Score -4852239 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4863078.000000 Penalty: 3163.307373
	Iteration 1F: 3 clusters Score -4863078 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4864049.000000 Penalty: 3163.307373
	Iteration 2Q: 3 clusters Score -4864049 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4864960.000000 Penalty: 3163.307373
	Iteration 3Q: 3 clusters Score -4864960 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4865849.000000 Penalty: 3163.307373
	Iteration 4Q: 3 clusters Score -4865849 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4866795.000000 Penalty: 3163.307373
	Iteration 5Q: 3 clusters Score -4866795 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -4867807.000000 Penalty: 3163.307373
	Iteration 6Q: 3 clusters Score -4867807 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4868903.000000 Penalty: 3163.307373
	Iteration 7Q: 3 clusters Score -4868903 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4870250.500000 Penalty: 3163.307373
	Iteration 8F: 3 clusters Score -4870250 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4871719.000000 Penalty: 3163.307373
	Iteration 9F: 3 clusters Score -4871719 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4873323.500000 Penalty: 3163.307373
	Iteration 10F: 3 clusters Score -4873324 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4874935.000000 Penalty: 3163.307373
	Iteration 11Q: 3 clusters Score -4874935 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4876097.000000 Penalty: 3163.307373
	Iteration 12Q: 3 clusters Score -4876097 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4876910.000000 Penalty: 3163.307373
	Iteration 13Q: 3 clusters Score -4876910 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -4877337.000000 Penalty: 3163.307373
	Iteration 14Q: 3 clusters Score -4877337 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -4877536.500000 Penalty: 3163.307373
	Iteration 15Q: 3 clusters Score -4877536 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -4877679.500000 Penalty: 3163.307373
	Iteration 16Q: 3 clusters Score -4877680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4877756.000000 Penalty: 3163.307373
	Iteration 17Q: 3 clusters Score -4877756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4877804.500000 Penalty: 3163.307373
	Iteration 18Q: 3 clusters Score -4877804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -4877833.500000 Penalty: 3163.307373
	Iteration 19Q: 3 clusters Score -4877834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4877839.000000 Penalty: 3163.307373
	Iteration 20F: 3 clusters Score -4877839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4877853.000000 Penalty: 3163.307373
	Iteration 21Q: 3 clusters Score -4877853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4877871.000000 Penalty: 3163.307373
	Iteration 22Q: 3 clusters Score -4877871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4877876.500000 Penalty: 3163.307373
	Iteration 23Q: 3 clusters Score -4877876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4877881.500000 Penalty: 3163.307373
	Iteration 24Q: 3 clusters Score -4877882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4877881.000000 Penalty: 3163.307373
	Iteration 25Q: 3 clusters Score -4877881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -4877878.500000 Penalty: 3163.307373
	Iteration 26Q: 3 clusters Score -4877878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4877880.500000 Penalty: 3163.307373
	Iteration 27Q: 3 clusters Score -4877880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4877881.500000 Penalty: 3163.307373
	Iteration 28Q: 3 clusters Score -4877882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -4877880.500000 Penalty: 3163.307373
	Iteration 29Q: 3 clusters Score -4877880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -4877880.500000 Penalty: 3163.307373
	Iteration 30F: 3 clusters Score -4877880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -33408.781250 Penalty: 854.558899
	Iteration 0F: 2 clusters Score -33408.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32692.435547 Penalty: 1709.117798
	Iteration 0F: 3 clusters Score -32692.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32793.531250 Penalty: 1709.117798
	Iteration 1F: 3 clusters Score -32793.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32813.976562 Penalty: 1709.117798
	Iteration 2Q: 3 clusters Score -32813.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32828.988281 Penalty: 1709.117798
	Iteration 3Q: 3 clusters Score -32828.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32841.792969 Penalty: 1709.117798
	Iteration 4Q: 3 clusters Score -32841.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32843.648438 Penalty: 1709.117798
	Iteration 5Q: 3 clusters Score -32843.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32843.648438 Penalty: 1709.117798
	Iteration 6F: 3 clusters Score -32843.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -17828.894531 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -17828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17212.140625 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -17212.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17394.171875 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -17394.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17448.281250 Penalty: 1675.848633
	Iteration 2Q: 3 clusters Score -17448.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17452.828125 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -17452.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17457.138672 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -17457.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17457.138672 Penalty: 1675.848633
	Iteration 5F: 3 clusters Score -17457.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -36466.386719 Penalty: 896.648865
	Iteration 0F: 2 clusters Score -36466.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35656.914062 Penalty: 1793.297729
	Iteration 0F: 3 clusters Score -35656.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35817.535156 Penalty: 1793.297729
	Iteration 1F: 3 clusters Score -35817.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35885.218750 Penalty: 1793.297729
	Iteration 2Q: 3 clusters Score -35885.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35947.199219 Penalty: 1793.297729
	Iteration 3Q: 3 clusters Score -35947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35997.562500 Penalty: 1793.297729
	Iteration 4Q: 3 clusters Score -35997.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36071.453125 Penalty: 1793.297729
	Iteration 5Q: 3 clusters Score -36071.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36106.453125 Penalty: 1793.297729
	Iteration 6Q: 3 clusters Score -36106.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36130.578125 Penalty: 1793.297729
	Iteration 7Q: 3 clusters Score -36130.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36132.941406 Penalty: 1793.297729
	Iteration 8Q: 3 clusters Score -36132.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36141.789062 Penalty: 1793.297729
	Iteration 9Q: 3 clusters Score -36141.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36145.687500 Penalty: 1793.297729
	Iteration 10Q: 3 clusters Score -36145.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36151.312500 Penalty: 1793.297729
	Iteration 11Q: 3 clusters Score -36151.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36156.097656 Penalty: 1793.297729
	Iteration 12Q: 3 clusters Score -36156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36160.820312 Penalty: 1793.297729
	Iteration 13Q: 3 clusters Score -36160.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36162.070312 Penalty: 1793.297729
	Iteration 14Q: 3 clusters Score -36162.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36164.949219 Penalty: 1793.297729
	Iteration 15Q: 3 clusters Score -36164.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36164.949219 Penalty: 1793.297729
	Iteration 16F: 3 clusters Score -36164.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (39431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Entering Unmasked Estep 
Score: -4626874.500000 Penalty: 1574.647461
	Iteration 0F: 2 clusters Score -4626874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4601332.500000 Penalty: 3149.294922
	Iteration 0F: 3 clusters Score -4601332 nChanged 17892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4611089.500000 Penalty: 3149.294922
	Iteration 1F: 3 clusters Score -4611090 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4611473.000000 Penalty: 3149.294922
	Iteration 2Q: 3 clusters Score -4611473 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -4611852.000000 Penalty: 3149.294922
	Iteration 3Q: 3 clusters Score -4611852 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4612177.000000 Penalty: 3149.294922
	Iteration 4Q: 3 clusters Score -4612177 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4612425.500000 Penalty: 3149.294922
	Iteration 5Q: 3 clusters Score -4612426 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4612650.000000 Penalty: 3149.294922
	Iteration 6Q: 3 clusters Score -4612650 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4612832.500000 Penalty: 3149.294922
	Iteration 7Q: 3 clusters Score -4612832 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4613052.000000 Penalty: 3149.294922
	Iteration 8Q: 3 clusters Score -4613052 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4613280.500000 Penalty: 3149.294922
	Iteration 9Q: 3 clusters Score -4613280 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4613498.000000 Penalty: 3149.294922
	Iteration 10Q: 3 clusters Score -4613498 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4613742.500000 Penalty: 3149.294922
	Iteration 11Q: 3 clusters Score -4613742 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4614097.000000 Penalty: 3149.294922
	Iteration 12Q: 3 clusters Score -4614097 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4614501.500000 Penalty: 3149.294922
	Iteration 13Q: 3 clusters Score -4614502 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -4615068.500000 Penalty: 3149.294922
	Iteration 14Q: 3 clusters Score -4615068 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4615862.000000 Penalty: 3149.294922
	Iteration 15Q: 3 clusters Score -4615862 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4616868.500000 Penalty: 3149.294922
	Iteration 16Q: 3 clusters Score -4616868 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4618121.000000 Penalty: 3149.294922
	Iteration 17F: 3 clusters Score -4618121 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4619530.500000 Penalty: 3149.294922
	Iteration 18F: 3 clusters Score -4619530 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4620993.500000 Penalty: 3149.294922
	Iteration 19F: 3 clusters Score -4620994 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4622377.500000 Penalty: 3149.294922
	Iteration 20F: 3 clusters Score -4622378 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4623609.500000 Penalty: 3149.294922
	Iteration 21Q: 3 clusters Score -4623610 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4624427.500000 Penalty: 3149.294922
	Iteration 22Q: 3 clusters Score -4624428 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4624925.500000 Penalty: 3149.294922
	Iteration 23Q: 3 clusters Score -4624926 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4625199.000000 Penalty: 3149.294922
	Iteration 24Q: 3 clusters Score -4625199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4625521.500000 Penalty: 3149.294922
	Iteration 25Q: 3 clusters Score -4625522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4626111.000000 Penalty: 3149.294922
	Iteration 26Q: 3 clusters Score -4626111 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4626279.000000 Penalty: 3149.294922
	Iteration 27Q: 3 clusters Score -4626279 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4626364.500000 Penalty: 3149.294922
	Iteration 28Q: 3 clusters Score -4626364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4626461.500000 Penalty: 3149.294922
	Iteration 29Q: 3 clusters Score -4626462 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4626539.000000 Penalty: 3149.294922
	Iteration 30Q: 3 clusters Score -4626539 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4626611.500000 Penalty: 3149.294922
	Iteration 31Q: 3 clusters Score -4626612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4626702.000000 Penalty: 3149.294922
	Iteration 32Q: 3 clusters Score -4626702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4626780.000000 Penalty: 3149.294922
	Iteration 33Q: 3 clusters Score -4626780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4626848.500000 Penalty: 3149.294922
	Iteration 34Q: 3 clusters Score -4626848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4626934.500000 Penalty: 3149.294922
	Iteration 35Q: 3 clusters Score -4626934 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4627032.500000 Penalty: 3149.294922
	Iteration 36Q: 3 clusters Score -4627032 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4627136.500000 Penalty: 3149.294922
	Iteration 37Q: 3 clusters Score -4627136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4627210.000000 Penalty: 3149.294922
	Iteration 38Q: 3 clusters Score -4627210 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4627305.000000 Penalty: 3149.294922
	Iteration 39Q: 3 clusters Score -4627305 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4627422.500000 Penalty: 3149.294922
	Iteration 40F: 3 clusters Score -4627422 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4627564.500000 Penalty: 3149.294922
	Iteration 41Q: 3 clusters Score -4627564 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4627692.500000 Penalty: 3149.294922
	Iteration 42Q: 3 clusters Score -4627692 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4627879.500000 Penalty: 3149.294922
	Iteration 43Q: 3 clusters Score -4627880 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4628083.000000 Penalty: 3149.294922
	Iteration 44Q: 3 clusters Score -4628083 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4628384.000000 Penalty: 3149.294922
	Iteration 45Q: 3 clusters Score -4628384 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4628801.500000 Penalty: 3149.294922
	Iteration 46Q: 3 clusters Score -4628802 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -4629465.500000 Penalty: 3149.294922
	Iteration 47Q: 3 clusters Score -4629466 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4630317.000000 Penalty: 3149.294922
	Iteration 48Q: 3 clusters Score -4630317 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -4631418.500000 Penalty: 3149.294922
	Iteration 49Q: 3 clusters Score -4631418 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4632728.500000 Penalty: 3149.294922
	Iteration 50Q: 3 clusters Score -4632728 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -4634053.000000 Penalty: 3149.294922
	Iteration 51Q: 3 clusters Score -4634053 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4635042.500000 Penalty: 3149.294922
	Iteration 52Q: 3 clusters Score -4635042 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4635557.500000 Penalty: 3149.294922
	Iteration 53Q: 3 clusters Score -4635558 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4635726.000000 Penalty: 3149.294922
	Iteration 54Q: 3 clusters Score -4635726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -4635782.500000 Penalty: 3149.294922
	Iteration 55Q: 3 clusters Score -4635782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4635803.000000 Penalty: 3149.294922
	Iteration 56Q: 3 clusters Score -4635803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4635820.500000 Penalty: 3149.294922
	Iteration 57Q: 3 clusters Score -4635820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4635827.000000 Penalty: 3149.294922
	Iteration 58Q: 3 clusters Score -4635827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4635829.500000 Penalty: 3149.294922
	Iteration 59Q: 3 clusters Score -4635830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4638133.500000 Penalty: 3149.294922
	Iteration 60F: 3 clusters Score -4638134 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4643664.500000 Penalty: 3149.294922
	Iteration 61F: 3 clusters Score -4643664 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4650343.000000 Penalty: 3149.294922
	Iteration 62F: 3 clusters Score -4650343 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4654518.500000 Penalty: 3149.294922
	Iteration 63Q: 3 clusters Score -4654518 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4655281.500000 Penalty: 3149.294922
	Iteration 64Q: 3 clusters Score -4655282 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4655572.500000 Penalty: 3149.294922
	Iteration 65Q: 3 clusters Score -4655572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4655709.500000 Penalty: 3149.294922
	Iteration 66Q: 3 clusters Score -4655710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4655752.000000 Penalty: 3149.294922
	Iteration 67Q: 3 clusters Score -4655752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4655760.000000 Penalty: 3149.294922
	Iteration 68Q: 3 clusters Score -4655760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4655776.000000 Penalty: 3149.294922
	Iteration 69Q: 3 clusters Score -4655776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4655771.000000 Penalty: 3149.294922
	Iteration 70Q: 3 clusters Score -4655771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4655778.000000 Penalty: 3149.294922
	Iteration 71Q: 3 clusters Score -4655778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4655777.000000 Penalty: 3149.294922
	Iteration 72Q: 3 clusters Score -4655777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4655791.500000 Penalty: 3149.294922
	Iteration 73F: 3 clusters Score -4655792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4655805.000000 Penalty: 3149.294922
	Iteration 74Q: 3 clusters Score -4655805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4655815.500000 Penalty: 3149.294922
	Iteration 75Q: 3 clusters Score -4655816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4655831.000000 Penalty: 3149.294922
	Iteration 76Q: 3 clusters Score -4655831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4655834.500000 Penalty: 3149.294922
	Iteration 77Q: 3 clusters Score -4655834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4655841.000000 Penalty: 3149.294922
	Iteration 78Q: 3 clusters Score -4655841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4655845.500000 Penalty: 3149.294922
	Iteration 79Q: 3 clusters Score -4655846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4655842.500000 Penalty: 3149.294922
	Iteration 80F: 3 clusters Score -4655842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4655840.000000 Penalty: 3149.294922
	Iteration 81Q: 3 clusters Score -4655840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4655839.500000 Penalty: 3149.294922
	Iteration 82Q: 3 clusters Score -4655840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4655844.500000 Penalty: 3149.294922
	Iteration 83Q: 3 clusters Score -4655844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4655844.000000 Penalty: 3149.294922
	Iteration 84Q: 3 clusters Score -4655844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4655843.500000 Penalty: 3149.294922
	Iteration 85Q: 3 clusters Score -4655844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4655842.500000 Penalty: 3149.294922
	Iteration 86Q: 3 clusters Score -4655842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4655843.000000 Penalty: 3149.294922
	Iteration 87Q: 3 clusters Score -4655843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4655850.000000 Penalty: 3149.294922
	Iteration 88Q: 3 clusters Score -4655850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4655845.000000 Penalty: 3149.294922
	Iteration 89Q: 3 clusters Score -4655845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4655845.000000 Penalty: 3149.294922
	Iteration 90F: 3 clusters Score -4655845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18843 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 46065 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66203 members 
Mstep: Class 19 contains 68635 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 41897 members 
Mstep: Class 33 contains 35673 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21405 members 
Mstep: Class 37 contains 16604 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45753 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2783 members 
Mstep: Class 47 contains 3192 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85657 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 18464 members 
Mstep: Class 66 contains 20967 members 
Entering Unmasked Estep 
Score: -111148216.000000 Penalty: 135716.546875
Splitting cluster 65 changes total score from -111119640.000000 to -111148216.000000
So it's getting split into cluster 66.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18843 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 46065 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66203 members 
Mstep: Class 19 contains 68635 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 41897 members 
Mstep: Class 33 contains 35673 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 21405 members 
Mstep: Class 37 contains 16604 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 6689 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45753 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2783 members 
Mstep: Class 47 contains 3192 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15370 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7302 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85657 members 
Mstep: Class 58 contains 9950 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 16011 members 
Mstep: Class 61 contains 41332 members 
Mstep: Class 62 contains 312 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 18464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111153976.000000 Penalty: 135716.546875
Iteration 319Q: 67 clusters Score -1.11154e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7311 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18846 members 
Mstep: Class 11 contains 27513 members 
Mstep: Class 12 contains 46097 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32227 members 
Mstep: Class 16 contains 14388 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66284 members 
Mstep: Class 19 contains 68634 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7804 members 
Mstep: Class 29 contains 17425 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41922 members 
Mstep: Class 33 contains 35675 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 22108 members 
Mstep: Class 37 contains 16404 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6688 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45797 members 
Mstep: Class 43 contains 8162 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 15385 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7325 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9562 members 
Mstep: Class 57 contains 85677 members 
Mstep: Class 58 contains 9983 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 16024 members 
Mstep: Class 61 contains 41376 members 
Mstep: Class 62 contains 311 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 413 members 
Mstep: Class 65 contains 18164 members 
Mstep: Class 66 contains 20164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111157864.000000 Penalty: 135716.546875
Iteration 320F: 67 clusters Score -1.111579e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6269 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18833 members 
Mstep: Class 11 contains 27534 members 
Mstep: Class 12 contains 46070 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32150 members 
Mstep: Class 16 contains 14387 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66204 members 
Mstep: Class 19 contains 68645 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 186 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7807 members 
Mstep: Class 29 contains 17405 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41920 members 
Mstep: Class 33 contains 35675 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 22223 members 
Mstep: Class 37 contains 15936 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45790 members 
Mstep: Class 43 contains 8168 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15389 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7334 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9559 members 
Mstep: Class 57 contains 85686 members 
Mstep: Class 58 contains 9987 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 16027 members 
Mstep: Class 61 contains 41388 members 
Mstep: Class 62 contains 308 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18141 members 
Mstep: Class 66 contains 20685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158168.000000 Penalty: 135716.546875
Iteration 321Q: 67 clusters Score -1.111582e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 27543 members 
Mstep: Class 12 contains 46056 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32128 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 68649 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7805 members 
Mstep: Class 29 contains 17405 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41939 members 
Mstep: Class 33 contains 35682 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 22282 members 
Mstep: Class 37 contains 15601 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45789 members 
Mstep: Class 43 contains 8166 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15394 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7340 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9554 members 
Mstep: Class 57 contains 85693 members 
Mstep: Class 58 contains 9993 members 
Mstep: Class 59 contains 5900 members 
Mstep: Class 60 contains 16035 members 
Mstep: Class 61 contains 41394 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18162 members 
Mstep: Class 66 contains 20960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158544.000000 Penalty: 135716.546875
Iteration 322Q: 67 clusters Score -1.111585e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 1746 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18847 members 
Mstep: Class 11 contains 27548 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32123 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66108 members 
Mstep: Class 19 contains 68661 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67060 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6296 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 17406 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41952 members 
Mstep: Class 33 contains 35671 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50467 members 
Mstep: Class 36 contains 22318 members 
Mstep: Class 37 contains 15428 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45798 members 
Mstep: Class 43 contains 8169 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15396 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7341 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9554 members 
Mstep: Class 57 contains 85694 members 
Mstep: Class 58 contains 10000 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 41393 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18171 members 
Mstep: Class 66 contains 21090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158544.000000 Penalty: 135716.546875
Iteration 323Q: 67 clusters Score -1.111585e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 1751 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18869 members 
Mstep: Class 11 contains 27552 members 
Mstep: Class 12 contains 46044 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32115 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66086 members 
Mstep: Class 19 contains 68669 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67057 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6296 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 17415 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 41974 members 
Mstep: Class 33 contains 35665 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50468 members 
Mstep: Class 36 contains 22340 members 
Mstep: Class 37 contains 15294 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45798 members 
Mstep: Class 43 contains 8168 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15400 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7346 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9555 members 
Mstep: Class 57 contains 85695 members 
Mstep: Class 58 contains 10004 members 
Mstep: Class 59 contains 5899 members 
Mstep: Class 60 contains 16040 members 
Mstep: Class 61 contains 41396 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18179 members 
Mstep: Class 66 contains 21154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158520.000000 Penalty: 135716.546875
Iteration 324Q: 67 clusters Score -1.111585e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18878 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46041 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32111 members 
Mstep: Class 16 contains 14382 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66069 members 
Mstep: Class 19 contains 68667 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67057 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6296 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 17423 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 41987 members 
Mstep: Class 33 contains 35662 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50465 members 
Mstep: Class 36 contains 22355 members 
Mstep: Class 37 contains 15197 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6744 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45800 members 
Mstep: Class 43 contains 8172 members 
Mstep: Class 44 contains 12143 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15403 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7349 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9551 members 
Mstep: Class 57 contains 85700 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5901 members 
Mstep: Class 60 contains 16046 members 
Mstep: Class 61 contains 41406 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18181 members 
Mstep: Class 66 contains 21197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158744.000000 Penalty: 135716.546875
Iteration 325Q: 67 clusters Score -1.111587e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7296 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18888 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46040 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32121 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66052 members 
Mstep: Class 19 contains 68675 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67059 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 7816 members 
Mstep: Class 29 contains 17426 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42001 members 
Mstep: Class 33 contains 35654 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50463 members 
Mstep: Class 36 contains 22362 members 
Mstep: Class 37 contains 15127 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8171 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15403 members 
Mstep: Class 50 contains 6058 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7351 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9550 members 
Mstep: Class 57 contains 85694 members 
Mstep: Class 58 contains 10008 members 
Mstep: Class 59 contains 5901 members 
Mstep: Class 60 contains 16051 members 
Mstep: Class 61 contains 41411 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18183 members 
Mstep: Class 66 contains 21222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158712.000000 Penalty: 135716.546875
Iteration 326Q: 67 clusters Score -1.111587e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18891 members 
Mstep: Class 11 contains 27552 members 
Mstep: Class 12 contains 46035 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20656 members 
Mstep: Class 15 contains 32126 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66033 members 
Mstep: Class 19 contains 68679 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67058 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7822 members 
Mstep: Class 29 contains 17428 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42012 members 
Mstep: Class 33 contains 35653 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50460 members 
Mstep: Class 36 contains 22365 members 
Mstep: Class 37 contains 15077 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8171 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15410 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7352 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11284 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9545 members 
Mstep: Class 57 contains 85702 members 
Mstep: Class 58 contains 10008 members 
Mstep: Class 59 contains 5901 members 
Mstep: Class 60 contains 16055 members 
Mstep: Class 61 contains 41413 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18185 members 
Mstep: Class 66 contains 21244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158832.000000 Penalty: 135716.546875
Iteration 327Q: 67 clusters Score -1.111588e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18893 members 
Mstep: Class 11 contains 27551 members 
Mstep: Class 12 contains 46034 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32132 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 66013 members 
Mstep: Class 19 contains 68685 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67060 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7816 members 
Mstep: Class 29 contains 17429 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42019 members 
Mstep: Class 33 contains 35645 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50460 members 
Mstep: Class 36 contains 22374 members 
Mstep: Class 37 contains 15040 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8170 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15416 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7357 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9543 members 
Mstep: Class 57 contains 85707 members 
Mstep: Class 58 contains 10007 members 
Mstep: Class 59 contains 5902 members 
Mstep: Class 60 contains 16058 members 
Mstep: Class 61 contains 41413 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18189 members 
Mstep: Class 66 contains 21253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158888.000000 Penalty: 135716.546875
Iteration 328Q: 67 clusters Score -1.111589e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18893 members 
Mstep: Class 11 contains 27551 members 
Mstep: Class 12 contains 46032 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32135 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65998 members 
Mstep: Class 19 contains 68688 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 17430 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42031 members 
Mstep: Class 33 contains 35642 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50460 members 
Mstep: Class 36 contains 22378 members 
Mstep: Class 37 contains 15012 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45807 members 
Mstep: Class 43 contains 8169 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15418 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7361 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9539 members 
Mstep: Class 57 contains 85703 members 
Mstep: Class 58 contains 10007 members 
Mstep: Class 59 contains 5902 members 
Mstep: Class 60 contains 16060 members 
Mstep: Class 61 contains 41416 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18192 members 
Mstep: Class 66 contains 21262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158672.000000 Penalty: 135716.546875
Iteration 329Q: 67 clusters Score -1.111587e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18889 members 
Mstep: Class 11 contains 27551 members 
Mstep: Class 12 contains 46025 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20655 members 
Mstep: Class 15 contains 32138 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65989 members 
Mstep: Class 19 contains 68690 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 17430 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42043 members 
Mstep: Class 33 contains 35640 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50459 members 
Mstep: Class 36 contains 22382 members 
Mstep: Class 37 contains 14993 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45812 members 
Mstep: Class 43 contains 8168 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15422 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7363 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9534 members 
Mstep: Class 57 contains 85695 members 
Mstep: Class 58 contains 10007 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16062 members 
Mstep: Class 61 contains 41421 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18193 members 
Mstep: Class 66 contains 21268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158664.000000 Penalty: 135716.546875
Iteration 330Q: 67 clusters Score -1.111587e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 27552 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32140 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65982 members 
Mstep: Class 19 contains 68692 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 17430 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42055 members 
Mstep: Class 33 contains 35643 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22384 members 
Mstep: Class 37 contains 14978 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45811 members 
Mstep: Class 43 contains 8170 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3193 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15426 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7364 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9531 members 
Mstep: Class 57 contains 85686 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16064 members 
Mstep: Class 61 contains 41421 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18194 members 
Mstep: Class 66 contains 21271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158672.000000 Penalty: 135716.546875
Iteration 331Q: 67 clusters Score -1.111587e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 27552 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 32138 members 
Mstep: Class 16 contains 14380 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65977 members 
Mstep: Class 19 contains 68690 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 17432 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42069 members 
Mstep: Class 33 contains 35644 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50456 members 
Mstep: Class 36 contains 22386 members 
Mstep: Class 37 contains 14962 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45812 members 
Mstep: Class 43 contains 8171 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15426 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7366 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9530 members 
Mstep: Class 57 contains 85680 members 
Mstep: Class 58 contains 10004 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16065 members 
Mstep: Class 61 contains 41420 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158728.000000 Penalty: 135716.546875
Iteration 332Q: 67 clusters Score -1.111587e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 27554 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32139 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65970 members 
Mstep: Class 19 contains 68691 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17434 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42080 members 
Mstep: Class 33 contains 35644 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22389 members 
Mstep: Class 37 contains 14945 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45814 members 
Mstep: Class 43 contains 8171 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15428 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7368 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9527 members 
Mstep: Class 57 contains 85674 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16065 members 
Mstep: Class 61 contains 41421 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158744.000000 Penalty: 135716.546875
Iteration 333Q: 67 clusters Score -1.111587e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46023 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32139 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65961 members 
Mstep: Class 19 contains 68690 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17436 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42089 members 
Mstep: Class 33 contains 35645 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22393 members 
Mstep: Class 37 contains 14929 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45815 members 
Mstep: Class 43 contains 8168 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15433 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7370 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9522 members 
Mstep: Class 57 contains 85676 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16065 members 
Mstep: Class 61 contains 41421 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158720.000000 Penalty: 135716.546875
Iteration 334Q: 67 clusters Score -1.111587e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46023 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32141 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65952 members 
Mstep: Class 19 contains 68690 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17437 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42093 members 
Mstep: Class 33 contains 35645 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22395 members 
Mstep: Class 37 contains 14916 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45814 members 
Mstep: Class 43 contains 8165 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15433 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7372 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9521 members 
Mstep: Class 57 contains 85682 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16065 members 
Mstep: Class 61 contains 41421 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158728.000000 Penalty: 135716.546875
Iteration 335Q: 67 clusters Score -1.111587e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18891 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46025 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32142 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65944 members 
Mstep: Class 19 contains 68691 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7807 members 
Mstep: Class 29 contains 17438 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42100 members 
Mstep: Class 33 contains 35644 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22395 members 
Mstep: Class 37 contains 14906 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45814 members 
Mstep: Class 43 contains 8164 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15433 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7373 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9519 members 
Mstep: Class 57 contains 85681 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41422 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158696.000000 Penalty: 135716.546875
Iteration 336Q: 67 clusters Score -1.111587e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18892 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46025 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32142 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65939 members 
Mstep: Class 19 contains 68691 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17439 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42102 members 
Mstep: Class 33 contains 35644 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22396 members 
Mstep: Class 37 contains 14900 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45813 members 
Mstep: Class 43 contains 8161 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15433 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7373 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9516 members 
Mstep: Class 57 contains 85684 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41423 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158760.000000 Penalty: 135716.546875
Iteration 337Q: 67 clusters Score -1.111588e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18894 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46025 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32142 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65933 members 
Mstep: Class 19 contains 68689 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67073 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17440 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42108 members 
Mstep: Class 33 contains 35641 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22396 members 
Mstep: Class 37 contains 14892 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45813 members 
Mstep: Class 43 contains 8161 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15434 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7372 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9515 members 
Mstep: Class 57 contains 85690 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5903 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41423 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158736.000000 Penalty: 135716.546875
Iteration 338Q: 67 clusters Score -1.111587e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18895 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32142 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65928 members 
Mstep: Class 19 contains 68690 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7807 members 
Mstep: Class 29 contains 17440 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42112 members 
Mstep: Class 33 contains 35637 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50458 members 
Mstep: Class 36 contains 22396 members 
Mstep: Class 37 contains 14890 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45811 members 
Mstep: Class 43 contains 8161 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15434 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7373 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9511 members 
Mstep: Class 57 contains 85698 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5904 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41423 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158720.000000 Penalty: 135716.546875
Iteration 339Q: 67 clusters Score -1.111587e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18898 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 11984 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32141 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65925 members 
Mstep: Class 19 contains 68689 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67077 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17442 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42120 members 
Mstep: Class 33 contains 35632 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50457 members 
Mstep: Class 36 contains 22396 members 
Mstep: Class 37 contains 14888 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8161 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7373 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9506 members 
Mstep: Class 57 contains 85698 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5904 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41423 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158744.000000 Penalty: 135716.546875
Iteration 340F: 67 clusters Score -1.111587e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18901 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46025 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65922 members 
Mstep: Class 19 contains 68687 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67077 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42132 members 
Mstep: Class 33 contains 35628 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50456 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14882 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8161 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7373 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9505 members 
Mstep: Class 57 contains 85693 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5904 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41423 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158808.000000 Penalty: 135716.546875
Iteration 341Q: 67 clusters Score -1.111588e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18900 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46027 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32144 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65916 members 
Mstep: Class 19 contains 68686 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67076 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42142 members 
Mstep: Class 33 contains 35625 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50455 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14881 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8161 members 
Mstep: Class 44 contains 12144 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7375 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9504 members 
Mstep: Class 57 contains 85691 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5904 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41424 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158800.000000 Penalty: 135716.546875
Iteration 342Q: 67 clusters Score -1.111588e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18900 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46027 members 
Mstep: Class 13 contains 11984 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32144 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65914 members 
Mstep: Class 19 contains 68684 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7807 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42152 members 
Mstep: Class 33 contains 35616 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50455 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14881 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45811 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12145 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7376 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9502 members 
Mstep: Class 57 contains 85690 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5905 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158784.000000 Penalty: 135716.546875
Iteration 343Q: 67 clusters Score -1.111588e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18900 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46028 members 
Mstep: Class 13 contains 11984 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32145 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65911 members 
Mstep: Class 19 contains 68683 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42165 members 
Mstep: Class 33 contains 35612 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50454 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14880 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6750 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45811 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12146 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7377 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9501 members 
Mstep: Class 57 contains 85684 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5905 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158736.000000 Penalty: 135716.546875
Iteration 344Q: 67 clusters Score -1.111587e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18901 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46027 members 
Mstep: Class 13 contains 11984 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32146 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65910 members 
Mstep: Class 19 contains 68681 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7807 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11399 members 
Mstep: Class 32 contains 42175 members 
Mstep: Class 33 contains 35609 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50453 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14880 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12149 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3194 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6059 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7377 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9500 members 
Mstep: Class 57 contains 85679 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5905 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158656.000000 Penalty: 135716.546875
Iteration 345Q: 67 clusters Score -1.111587e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 11984 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32147 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65910 members 
Mstep: Class 19 contains 68680 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 42183 members 
Mstep: Class 33 contains 35606 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50452 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14878 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12151 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6060 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7377 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9497 members 
Mstep: Class 57 contains 85675 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5906 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158688.000000 Penalty: 135716.546875
Iteration 346Q: 67 clusters Score -1.111587e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46022 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65906 members 
Mstep: Class 19 contains 68677 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7810 members 
Mstep: Class 29 contains 17443 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42192 members 
Mstep: Class 33 contains 35604 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50452 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14875 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12152 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15436 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7377 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9494 members 
Mstep: Class 57 contains 85674 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5907 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158624.000000 Penalty: 135716.546875
Iteration 347Q: 67 clusters Score -1.111586e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32149 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 65904 members 
Mstep: Class 19 contains 68673 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7810 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11395 members 
Mstep: Class 32 contains 42201 members 
Mstep: Class 33 contains 35603 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 14870 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12154 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15438 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7377 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11285 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9492 members 
Mstep: Class 57 contains 85675 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5907 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158664.000000 Penalty: 135716.546875
Iteration 348Q: 67 clusters Score -1.111587e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18903 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 46018 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32150 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65904 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7810 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42204 members 
Mstep: Class 33 contains 35598 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 50450 members 
Mstep: Class 36 contains 22398 members 
Mstep: Class 37 contains 14871 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45810 members 
Mstep: Class 43 contains 8159 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7378 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9490 members 
Mstep: Class 57 contains 85675 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5907 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158656.000000 Penalty: 135716.546875
Iteration 349Q: 67 clusters Score -1.111587e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32149 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65903 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42208 members 
Mstep: Class 33 contains 35594 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22399 members 
Mstep: Class 37 contains 14868 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45809 members 
Mstep: Class 43 contains 8160 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7378 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9488 members 
Mstep: Class 57 contains 85674 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5907 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158640.000000 Penalty: 135716.546875
Iteration 350Q: 67 clusters Score -1.111586e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65903 members 
Mstep: Class 19 contains 68671 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7807 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42213 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22399 members 
Mstep: Class 37 contains 14867 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8159 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7379 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9485 members 
Mstep: Class 57 contains 85672 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158696.000000 Penalty: 135716.546875
Iteration 351Q: 67 clusters Score -1.111587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65902 members 
Mstep: Class 19 contains 68671 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7805 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42216 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22399 members 
Mstep: Class 37 contains 14866 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8159 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7380 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9484 members 
Mstep: Class 57 contains 85669 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158680.000000 Penalty: 135716.546875
Iteration 352Q: 67 clusters Score -1.111587e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65899 members 
Mstep: Class 19 contains 68671 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7802 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42219 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22400 members 
Mstep: Class 37 contains 14866 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8159 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15438 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7381 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9481 members 
Mstep: Class 57 contains 85666 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158664.000000 Penalty: 135716.546875
Iteration 353Q: 67 clusters Score -1.111587e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46018 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32147 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65897 members 
Mstep: Class 19 contains 68671 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7804 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42230 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22400 members 
Mstep: Class 37 contains 14866 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8158 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7382 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9480 members 
Mstep: Class 57 contains 85659 members 
Mstep: Class 58 contains 10006 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18195 members 
Mstep: Class 66 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158704.000000 Penalty: 135716.546875
Iteration 354Q: 67 clusters Score -1.111587e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65895 members 
Mstep: Class 19 contains 68671 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7805 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42238 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22401 members 
Mstep: Class 37 contains 14863 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8157 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15437 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7384 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9476 members 
Mstep: Class 57 contains 85652 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18196 members 
Mstep: Class 66 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158816.000000 Penalty: 135716.546875
Iteration 355Q: 67 clusters Score -1.111588e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65891 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67067 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42247 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22401 members 
Mstep: Class 37 contains 14859 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8156 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15439 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7384 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9473 members 
Mstep: Class 57 contains 85650 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18196 members 
Mstep: Class 66 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158760.000000 Penalty: 135716.546875
Iteration 356Q: 67 clusters Score -1.111588e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65888 members 
Mstep: Class 19 contains 68669 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67066 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7810 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42252 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22400 members 
Mstep: Class 37 contains 14855 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8154 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15441 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7385 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9471 members 
Mstep: Class 57 contains 85650 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41425 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18197 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158792.000000 Penalty: 135716.546875
Iteration 357Q: 67 clusters Score -1.111588e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14375 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65885 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 17445 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42256 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22401 members 
Mstep: Class 37 contains 14851 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45807 members 
Mstep: Class 43 contains 8152 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15442 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7385 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9469 members 
Mstep: Class 57 contains 85647 members 
Mstep: Class 58 contains 10004 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41426 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18197 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158736.000000 Penalty: 135716.546875
Iteration 358Q: 67 clusters Score -1.111587e+08 nChanged 19
Entering ConstructFrom: 
Score: -111158736.000000 Penalty: 135716.546875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -357605.093750 Penalty: 1196.849365
	Iteration 0F: 2 clusters Score -357605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -355093.500000 Penalty: 2393.698730
	Iteration 0F: 3 clusters Score -355093.5 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -355743.531250 Penalty: 2393.698730
	Iteration 1F: 3 clusters Score -355743.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -355901.687500 Penalty: 2393.698730
	Iteration 2F: 3 clusters Score -355901.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -355989.875000 Penalty: 2393.698730
	Iteration 3Q: 3 clusters Score -355989.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -356038.687500 Penalty: 2393.698730
	Iteration 4Q: 3 clusters Score -356038.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -356077.718750 Penalty: 2393.698730
	Iteration 5Q: 3 clusters Score -356077.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -356112.093750 Penalty: 2393.698730
	Iteration 6Q: 3 clusters Score -356112.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -356140.125000 Penalty: 2393.698730
	Iteration 7Q: 3 clusters Score -356140.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -356160.656250 Penalty: 2393.698730
	Iteration 8Q: 3 clusters Score -356160.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -356184.718750 Penalty: 2393.698730
	Iteration 9Q: 3 clusters Score -356184.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -356200.593750 Penalty: 2393.698730
	Iteration 10Q: 3 clusters Score -356200.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -356216.937500 Penalty: 2393.698730
	Iteration 11Q: 3 clusters Score -356216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -356230.593750 Penalty: 2393.698730
	Iteration 12Q: 3 clusters Score -356230.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -356243.000000 Penalty: 2393.698730
	Iteration 13Q: 3 clusters Score -356243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -356250.281250 Penalty: 2393.698730
	Iteration 14Q: 3 clusters Score -356250.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -356259.750000 Penalty: 2393.698730
	Iteration 15Q: 3 clusters Score -356259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -356265.218750 Penalty: 2393.698730
	Iteration 16Q: 3 clusters Score -356265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -356269.750000 Penalty: 2393.698730
	Iteration 17Q: 3 clusters Score -356269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -356271.312500 Penalty: 2393.698730
	Iteration 18Q: 3 clusters Score -356271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -356273.343750 Penalty: 2393.698730
	Iteration 19Q: 3 clusters Score -356273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -356275.156250 Penalty: 2393.698730
	Iteration 20F: 3 clusters Score -356275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -356276.937500 Penalty: 2393.698730
	Iteration 21Q: 3 clusters Score -356276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -356277.593750 Penalty: 2393.698730
	Iteration 22Q: 3 clusters Score -356277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -356278.812500 Penalty: 2393.698730
	Iteration 23Q: 3 clusters Score -356278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -356279.093750 Penalty: 2393.698730
	Iteration 24Q: 3 clusters Score -356279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -356280.031250 Penalty: 2393.698730
	Iteration 25Q: 3 clusters Score -356280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -356282.218750 Penalty: 2393.698730
	Iteration 26Q: 3 clusters Score -356282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -356282.875000 Penalty: 2393.698730
	Iteration 27Q: 3 clusters Score -356282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -356283.312500 Penalty: 2393.698730
	Iteration 28Q: 3 clusters Score -356283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -356283.968750 Penalty: 2393.698730
	Iteration 29Q: 3 clusters Score -356284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -356283.968750 Penalty: 2393.698730
	Iteration 30F: 3 clusters Score -356284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Entering Unmasked Estep 
Score: -744441.312500 Penalty: 1301.322021
	Iteration 0F: 2 clusters Score -744441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -739950.687500 Penalty: 2602.644043
	Iteration 0F: 3 clusters Score -739950.7 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -741379.687500 Penalty: 2602.644043
	Iteration 1F: 3 clusters Score -741379.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -741645.437500 Penalty: 2602.644043
	Iteration 2F: 3 clusters Score -741645.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -741828.875000 Penalty: 2602.644043
	Iteration 3F: 3 clusters Score -741828.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -741940.312500 Penalty: 2602.644043
	Iteration 4Q: 3 clusters Score -741940.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -742027.875000 Penalty: 2602.644043
	Iteration 5Q: 3 clusters Score -742027.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -742087.562500 Penalty: 2602.644043
	Iteration 6Q: 3 clusters Score -742087.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -742140.312500 Penalty: 2602.644043
	Iteration 7Q: 3 clusters Score -742140.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -742194.500000 Penalty: 2602.644043
	Iteration 8Q: 3 clusters Score -742194.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -742255.750000 Penalty: 2602.644043
	Iteration 9Q: 3 clusters Score -742255.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -742303.875000 Penalty: 2602.644043
	Iteration 10Q: 3 clusters Score -742303.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -742364.687500 Penalty: 2602.644043
	Iteration 11Q: 3 clusters Score -742364.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -742430.062500 Penalty: 2602.644043
	Iteration 12Q: 3 clusters Score -742430.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -742500.812500 Penalty: 2602.644043
	Iteration 13Q: 3 clusters Score -742500.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -742566.625000 Penalty: 2602.644043
	Iteration 14Q: 3 clusters Score -742566.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -742658.250000 Penalty: 2602.644043
	Iteration 15Q: 3 clusters Score -742658.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -742765.312500 Penalty: 2602.644043
	Iteration 16Q: 3 clusters Score -742765.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -742883.437500 Penalty: 2602.644043
	Iteration 17Q: 3 clusters Score -742883.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -742991.500000 Penalty: 2602.644043
	Iteration 18Q: 3 clusters Score -742991.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -743092.000000 Penalty: 2602.644043
	Iteration 19Q: 3 clusters Score -743092 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -743175.750000 Penalty: 2602.644043
	Iteration 20F: 3 clusters Score -743175.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -743250.000000 Penalty: 2602.644043
	Iteration 21Q: 3 clusters Score -743250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -743301.312500 Penalty: 2602.644043
	Iteration 22Q: 3 clusters Score -743301.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -743348.500000 Penalty: 2602.644043
	Iteration 23Q: 3 clusters Score -743348.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -743388.687500 Penalty: 2602.644043
	Iteration 24Q: 3 clusters Score -743388.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -743434.375000 Penalty: 2602.644043
	Iteration 25Q: 3 clusters Score -743434.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -743468.250000 Penalty: 2602.644043
	Iteration 26Q: 3 clusters Score -743468.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -743484.812500 Penalty: 2602.644043
	Iteration 27Q: 3 clusters Score -743484.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -743506.375000 Penalty: 2602.644043
	Iteration 28Q: 3 clusters Score -743506.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -743519.125000 Penalty: 2602.644043
	Iteration 29Q: 3 clusters Score -743519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -743528.250000 Penalty: 2602.644043
	Iteration 30Q: 3 clusters Score -743528.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -743541.375000 Penalty: 2602.644043
	Iteration 31Q: 3 clusters Score -743541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -743547.250000 Penalty: 2602.644043
	Iteration 32Q: 3 clusters Score -743547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -743550.500000 Penalty: 2602.644043
	Iteration 33Q: 3 clusters Score -743550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -743553.750000 Penalty: 2602.644043
	Iteration 34Q: 3 clusters Score -743553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -743556.562500 Penalty: 2602.644043
	Iteration 35Q: 3 clusters Score -743556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -743556.750000 Penalty: 2602.644043
	Iteration 36Q: 3 clusters Score -743556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -743558.437500 Penalty: 2602.644043
	Iteration 37Q: 3 clusters Score -743558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -743559.375000 Penalty: 2602.644043
	Iteration 38Q: 3 clusters Score -743559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -743559.375000 Penalty: 2602.644043
	Iteration 39F: 3 clusters Score -743559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -210868.250000 Penalty: 1122.360229
	Iteration 0F: 2 clusters Score -210868.2 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 942 members 
Entering Unmasked Estep 
Score: -209083.843750 Penalty: 2244.720459
	Iteration 0F: 3 clusters Score -209083.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209505.640625 Penalty: 2244.720459
	Iteration 1F: 3 clusters Score -209505.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209608.625000 Penalty: 2244.720459
	Iteration 2F: 3 clusters Score -209608.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -209674.203125 Penalty: 2244.720459
	Iteration 3Q: 3 clusters Score -209674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209710.250000 Penalty: 2244.720459
	Iteration 4Q: 3 clusters Score -209710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209732.796875 Penalty: 2244.720459
	Iteration 5Q: 3 clusters Score -209732.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209752.687500 Penalty: 2244.720459
	Iteration 6Q: 3 clusters Score -209752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209772.437500 Penalty: 2244.720459
	Iteration 7Q: 3 clusters Score -209772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -209782.937500 Penalty: 2244.720459
	Iteration 8Q: 3 clusters Score -209782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209788.781250 Penalty: 2244.720459
	Iteration 9Q: 3 clusters Score -209788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209793.156250 Penalty: 2244.720459
	Iteration 10Q: 3 clusters Score -209793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -209802.515625 Penalty: 2244.720459
	Iteration 11Q: 3 clusters Score -209802.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209813.515625 Penalty: 2244.720459
	Iteration 12Q: 3 clusters Score -209813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209823.750000 Penalty: 2244.720459
	Iteration 13Q: 3 clusters Score -209823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209844.843750 Penalty: 2244.720459
	Iteration 14Q: 3 clusters Score -209844.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209856.140625 Penalty: 2244.720459
	Iteration 15Q: 3 clusters Score -209856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209860.531250 Penalty: 2244.720459
	Iteration 16Q: 3 clusters Score -209860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209863.343750 Penalty: 2244.720459
	Iteration 17Q: 3 clusters Score -209863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209867.156250 Penalty: 2244.720459
	Iteration 18Q: 3 clusters Score -209867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209870.921875 Penalty: 2244.720459
	Iteration 19Q: 3 clusters Score -209870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209874.093750 Penalty: 2244.720459
	Iteration 20F: 3 clusters Score -209874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209875.578125 Penalty: 2244.720459
	Iteration 21Q: 3 clusters Score -209875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209875.578125 Penalty: 2244.720459
	Iteration 22F: 3 clusters Score -209875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -243897.000000 Penalty: 1151.940186
	Iteration 0F: 2 clusters Score -243897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -241875.609375 Penalty: 2303.880371
	Iteration 0F: 3 clusters Score -241875.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242418.500000 Penalty: 2303.880371
	Iteration 1F: 3 clusters Score -242418.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -242582.593750 Penalty: 2303.880371
	Iteration 2F: 3 clusters Score -242582.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -242672.312500 Penalty: 2303.880371
	Iteration 3Q: 3 clusters Score -242672.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -242748.390625 Penalty: 2303.880371
	Iteration 4Q: 3 clusters Score -242748.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -242816.984375 Penalty: 2303.880371
	Iteration 5Q: 3 clusters Score -242817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -242876.390625 Penalty: 2303.880371
	Iteration 6Q: 3 clusters Score -242876.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -242916.953125 Penalty: 2303.880371
	Iteration 7Q: 3 clusters Score -242917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -242949.328125 Penalty: 2303.880371
	Iteration 8Q: 3 clusters Score -242949.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -242976.703125 Penalty: 2303.880371
	Iteration 9Q: 3 clusters Score -242976.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -243005.640625 Penalty: 2303.880371
	Iteration 10Q: 3 clusters Score -243005.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -243037.015625 Penalty: 2303.880371
	Iteration 11Q: 3 clusters Score -243037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -243059.703125 Penalty: 2303.880371
	Iteration 12Q: 3 clusters Score -243059.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243084.750000 Penalty: 2303.880371
	Iteration 13Q: 3 clusters Score -243084.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -243110.296875 Penalty: 2303.880371
	Iteration 14Q: 3 clusters Score -243110.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243143.062500 Penalty: 2303.880371
	Iteration 15Q: 3 clusters Score -243143.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243170.484375 Penalty: 2303.880371
	Iteration 16Q: 3 clusters Score -243170.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -243188.515625 Penalty: 2303.880371
	Iteration 17Q: 3 clusters Score -243188.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -243204.609375 Penalty: 2303.880371
	Iteration 18Q: 3 clusters Score -243204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243211.687500 Penalty: 2303.880371
	Iteration 19Q: 3 clusters Score -243211.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -243223.031250 Penalty: 2303.880371
	Iteration 20F: 3 clusters Score -243223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -243229.781250 Penalty: 2303.880371
	Iteration 21Q: 3 clusters Score -243229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243233.187500 Penalty: 2303.880371
	Iteration 22Q: 3 clusters Score -243233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243236.218750 Penalty: 2303.880371
	Iteration 23Q: 3 clusters Score -243236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -243241.453125 Penalty: 2303.880371
	Iteration 24Q: 3 clusters Score -243241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -243249.468750 Penalty: 2303.880371
	Iteration 25Q: 3 clusters Score -243249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -243259.781250 Penalty: 2303.880371
	Iteration 26Q: 3 clusters Score -243259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -243271.484375 Penalty: 2303.880371
	Iteration 27Q: 3 clusters Score -243271.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -243284.109375 Penalty: 2303.880371
	Iteration 28Q: 3 clusters Score -243284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -243290.421875 Penalty: 2303.880371
	Iteration 29Q: 3 clusters Score -243290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -243294.562500 Penalty: 2303.880371
	Iteration 30Q: 3 clusters Score -243294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -243300.687500 Penalty: 2303.880371
	Iteration 31Q: 3 clusters Score -243300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -243308.015625 Penalty: 2303.880371
	Iteration 32Q: 3 clusters Score -243308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -243315.140625 Penalty: 2303.880371
	Iteration 33Q: 3 clusters Score -243315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -243324.609375 Penalty: 2303.880371
	Iteration 34Q: 3 clusters Score -243324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -243334.093750 Penalty: 2303.880371
	Iteration 35Q: 3 clusters Score -243334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -243348.531250 Penalty: 2303.880371
	Iteration 36Q: 3 clusters Score -243348.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -243363.375000 Penalty: 2303.880371
	Iteration 37Q: 3 clusters Score -243363.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -243371.359375 Penalty: 2303.880371
	Iteration 38Q: 3 clusters Score -243371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -243382.578125 Penalty: 2303.880371
	Iteration 39Q: 3 clusters Score -243382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -243394.140625 Penalty: 2303.880371
	Iteration 40F: 3 clusters Score -243394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -243403.484375 Penalty: 2303.880371
	Iteration 41Q: 3 clusters Score -243403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -243408.859375 Penalty: 2303.880371
	Iteration 42Q: 3 clusters Score -243408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -243411.812500 Penalty: 2303.880371
	Iteration 43Q: 3 clusters Score -243411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -243417.171875 Penalty: 2303.880371
	Iteration 44Q: 3 clusters Score -243417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -243424.046875 Penalty: 2303.880371
	Iteration 45Q: 3 clusters Score -243424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -243427.796875 Penalty: 2303.880371
	Iteration 46Q: 3 clusters Score -243427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -243430.906250 Penalty: 2303.880371
	Iteration 47Q: 3 clusters Score -243430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -243438.296875 Penalty: 2303.880371
	Iteration 48Q: 3 clusters Score -243438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -243447.281250 Penalty: 2303.880371
	Iteration 49Q: 3 clusters Score -243447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -243450.421875 Penalty: 2303.880371
	Iteration 50Q: 3 clusters Score -243450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -243452.500000 Penalty: 2303.880371
	Iteration 51Q: 3 clusters Score -243452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -243453.265625 Penalty: 2303.880371
	Iteration 52Q: 3 clusters Score -243453.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -243458.531250 Penalty: 2303.880371
	Iteration 53Q: 3 clusters Score -243458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -243462.343750 Penalty: 2303.880371
	Iteration 54Q: 3 clusters Score -243462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -243471.718750 Penalty: 2303.880371
	Iteration 55Q: 3 clusters Score -243471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -243475.890625 Penalty: 2303.880371
	Iteration 56Q: 3 clusters Score -243475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -243482.921875 Penalty: 2303.880371
	Iteration 57Q: 3 clusters Score -243482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -243488.734375 Penalty: 2303.880371
	Iteration 58Q: 3 clusters Score -243488.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243492.828125 Penalty: 2303.880371
	Iteration 59Q: 3 clusters Score -243492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -243496.515625 Penalty: 2303.880371
	Iteration 60F: 3 clusters Score -243496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243503.656250 Penalty: 2303.880371
	Iteration 61Q: 3 clusters Score -243503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -243508.578125 Penalty: 2303.880371
	Iteration 62Q: 3 clusters Score -243508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -243515.609375 Penalty: 2303.880371
	Iteration 63Q: 3 clusters Score -243515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -243521.312500 Penalty: 2303.880371
	Iteration 64Q: 3 clusters Score -243521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -243521.812500 Penalty: 2303.880371
	Iteration 65Q: 3 clusters Score -243521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -243521.812500 Penalty: 2303.880371
	Iteration 66F: 3 clusters Score -243521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -756403.625000 Penalty: 1323.710449
	Iteration 0F: 2 clusters Score -756403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -751349.500000 Penalty: 2647.420898
	Iteration 0F: 3 clusters Score -751349.5 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -753215.000000 Penalty: 2647.420898
	Iteration 1F: 3 clusters Score -753215 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -753772.500000 Penalty: 2647.420898
	Iteration 2F: 3 clusters Score -753772.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -754254.562500 Penalty: 2647.420898
	Iteration 3F: 3 clusters Score -754254.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -754707.187500 Penalty: 2647.420898
	Iteration 4F: 3 clusters Score -754707.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -755071.437500 Penalty: 2647.420898
	Iteration 5F: 3 clusters Score -755071.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -755322.687500 Penalty: 2647.420898
	Iteration 6Q: 3 clusters Score -755322.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -755505.187500 Penalty: 2647.420898
	Iteration 7Q: 3 clusters Score -755505.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -755642.875000 Penalty: 2647.420898
	Iteration 8Q: 3 clusters Score -755642.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -755728.937500 Penalty: 2647.420898
	Iteration 9Q: 3 clusters Score -755728.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -755781.312500 Penalty: 2647.420898
	Iteration 10Q: 3 clusters Score -755781.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -755821.562500 Penalty: 2647.420898
	Iteration 11Q: 3 clusters Score -755821.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -755847.562500 Penalty: 2647.420898
	Iteration 12Q: 3 clusters Score -755847.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -755870.312500 Penalty: 2647.420898
	Iteration 13Q: 3 clusters Score -755870.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -755885.875000 Penalty: 2647.420898
	Iteration 14Q: 3 clusters Score -755885.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -755903.750000 Penalty: 2647.420898
	Iteration 15Q: 3 clusters Score -755903.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -755922.750000 Penalty: 2647.420898
	Iteration 16Q: 3 clusters Score -755922.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -755938.500000 Penalty: 2647.420898
	Iteration 17Q: 3 clusters Score -755938.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -755955.625000 Penalty: 2647.420898
	Iteration 18Q: 3 clusters Score -755955.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -755967.000000 Penalty: 2647.420898
	Iteration 19Q: 3 clusters Score -755967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -755981.625000 Penalty: 2647.420898
	Iteration 20F: 3 clusters Score -755981.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -755996.187500 Penalty: 2647.420898
	Iteration 21Q: 3 clusters Score -755996.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -756010.437500 Penalty: 2647.420898
	Iteration 22Q: 3 clusters Score -756010.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -756021.062500 Penalty: 2647.420898
	Iteration 23Q: 3 clusters Score -756021.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -756033.500000 Penalty: 2647.420898
	Iteration 24Q: 3 clusters Score -756033.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -756051.875000 Penalty: 2647.420898
	Iteration 25Q: 3 clusters Score -756051.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -756071.687500 Penalty: 2647.420898
	Iteration 26Q: 3 clusters Score -756071.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -756084.187500 Penalty: 2647.420898
	Iteration 27Q: 3 clusters Score -756084.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -756096.312500 Penalty: 2647.420898
	Iteration 28Q: 3 clusters Score -756096.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -756100.562500 Penalty: 2647.420898
	Iteration 29Q: 3 clusters Score -756100.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -756108.437500 Penalty: 2647.420898
	Iteration 30Q: 3 clusters Score -756108.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -756118.375000 Penalty: 2647.420898
	Iteration 31Q: 3 clusters Score -756118.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -756129.187500 Penalty: 2647.420898
	Iteration 32Q: 3 clusters Score -756129.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -756138.750000 Penalty: 2647.420898
	Iteration 33Q: 3 clusters Score -756138.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -756151.125000 Penalty: 2647.420898
	Iteration 34Q: 3 clusters Score -756151.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -756155.687500 Penalty: 2647.420898
	Iteration 35Q: 3 clusters Score -756155.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -756163.500000 Penalty: 2647.420898
	Iteration 36Q: 3 clusters Score -756163.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -756171.062500 Penalty: 2647.420898
	Iteration 37Q: 3 clusters Score -756171.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -756178.937500 Penalty: 2647.420898
	Iteration 38Q: 3 clusters Score -756178.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -756185.000000 Penalty: 2647.420898
	Iteration 39Q: 3 clusters Score -756185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -756189.625000 Penalty: 2647.420898
	Iteration 40F: 3 clusters Score -756189.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -756195.875000 Penalty: 2647.420898
	Iteration 41Q: 3 clusters Score -756195.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -756204.500000 Penalty: 2647.420898
	Iteration 42Q: 3 clusters Score -756204.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -756213.687500 Penalty: 2647.420898
	Iteration 43Q: 3 clusters Score -756213.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -756221.625000 Penalty: 2647.420898
	Iteration 44Q: 3 clusters Score -756221.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -756229.375000 Penalty: 2647.420898
	Iteration 45Q: 3 clusters Score -756229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -756232.937500 Penalty: 2647.420898
	Iteration 46Q: 3 clusters Score -756232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -756238.562500 Penalty: 2647.420898
	Iteration 47Q: 3 clusters Score -756238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -756242.812500 Penalty: 2647.420898
	Iteration 48Q: 3 clusters Score -756242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -756246.500000 Penalty: 2647.420898
	Iteration 49Q: 3 clusters Score -756246.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -756250.125000 Penalty: 2647.420898
	Iteration 50Q: 3 clusters Score -756250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -756253.312500 Penalty: 2647.420898
	Iteration 51Q: 3 clusters Score -756253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -756256.625000 Penalty: 2647.420898
	Iteration 52Q: 3 clusters Score -756256.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -756263.500000 Penalty: 2647.420898
	Iteration 53Q: 3 clusters Score -756263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -756265.812500 Penalty: 2647.420898
	Iteration 54Q: 3 clusters Score -756265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -756268.500000 Penalty: 2647.420898
	Iteration 55Q: 3 clusters Score -756268.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -756271.437500 Penalty: 2647.420898
	Iteration 56Q: 3 clusters Score -756271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -756275.562500 Penalty: 2647.420898
	Iteration 57Q: 3 clusters Score -756275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -756277.312500 Penalty: 2647.420898
	Iteration 58Q: 3 clusters Score -756277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -756277.500000 Penalty: 2647.420898
	Iteration 59Q: 3 clusters Score -756277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -756277.687500 Penalty: 2647.420898
	Iteration 60F: 3 clusters Score -756277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -756279.562500 Penalty: 2647.420898
	Iteration 61Q: 3 clusters Score -756279.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -756282.250000 Penalty: 2647.420898
	Iteration 62Q: 3 clusters Score -756282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -756285.500000 Penalty: 2647.420898
	Iteration 63Q: 3 clusters Score -756285.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -756289.000000 Penalty: 2647.420898
	Iteration 64Q: 3 clusters Score -756289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -756292.312500 Penalty: 2647.420898
	Iteration 65Q: 3 clusters Score -756292.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -756297.187500 Penalty: 2647.420898
	Iteration 66Q: 3 clusters Score -756297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -756299.687500 Penalty: 2647.420898
	Iteration 67Q: 3 clusters Score -756299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -756299.750000 Penalty: 2647.420898
	Iteration 68Q: 3 clusters Score -756299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -756301.562500 Penalty: 2647.420898
	Iteration 69Q: 3 clusters Score -756301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -756300.562500 Penalty: 2647.420898
	Iteration 70Q: 3 clusters Score -756300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -756300.750000 Penalty: 2647.420898
	Iteration 71Q: 3 clusters Score -756300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -756301.187500 Penalty: 2647.420898
	Iteration 72Q: 3 clusters Score -756301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -756302.187500 Penalty: 2647.420898
	Iteration 73Q: 3 clusters Score -756302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -756303.812500 Penalty: 2647.420898
	Iteration 74Q: 3 clusters Score -756303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -756303.625000 Penalty: 2647.420898
	Iteration 75Q: 3 clusters Score -756303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -756303.875000 Penalty: 2647.420898
	Iteration 76Q: 3 clusters Score -756303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -756308.250000 Penalty: 2647.420898
	Iteration 77Q: 3 clusters Score -756308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -756307.875000 Penalty: 2647.420898
	Iteration 78Q: 3 clusters Score -756307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -756307.250000 Penalty: 2647.420898
	Iteration 79Q: 3 clusters Score -756307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -756308.125000 Penalty: 2647.420898
	Iteration 80F: 3 clusters Score -756308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -756307.875000 Penalty: 2647.420898
	Iteration 81Q: 3 clusters Score -756307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -756307.875000 Penalty: 2647.420898
	Iteration 82F: 3 clusters Score -756307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -377260.875000 Penalty: 1211.192261
	Iteration 0F: 2 clusters Score -377260.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -374552.250000 Penalty: 2422.384521
	Iteration 0F: 3 clusters Score -374552.2 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -375335.625000 Penalty: 2422.384521
	Iteration 1F: 3 clusters Score -375335.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -375504.281250 Penalty: 2422.384521
	Iteration 2F: 3 clusters Score -375504.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -375587.562500 Penalty: 2422.384521
	Iteration 3Q: 3 clusters Score -375587.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375627.906250 Penalty: 2422.384521
	Iteration 4Q: 3 clusters Score -375627.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -375659.062500 Penalty: 2422.384521
	Iteration 5Q: 3 clusters Score -375659.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -375683.343750 Penalty: 2422.384521
	Iteration 6Q: 3 clusters Score -375683.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375694.125000 Penalty: 2422.384521
	Iteration 7Q: 3 clusters Score -375694.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -375705.031250 Penalty: 2422.384521
	Iteration 8Q: 3 clusters Score -375705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375718.031250 Penalty: 2422.384521
	Iteration 9Q: 3 clusters Score -375718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -375731.437500 Penalty: 2422.384521
	Iteration 10Q: 3 clusters Score -375731.4 nChanged 26
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: -375743.437500 Penalty: 2422.384521
	Iteration 11Q: 3 clusters Score -375743.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -375751.937500 Penalty: 2422.384521
	Iteration 12Q: 3 clusters Score -375751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -375758.875000 Penalty: 2422.384521
	Iteration 13Q: 3 clusters Score -375758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -375767.750000 Penalty: 2422.384521
	Iteration 14Q: 3 clusters Score -375767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -375778.093750 Penalty: 2422.384521
	Iteration 15Q: 3 clusters Score -375778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -375785.968750 Penalty: 2422.384521
	Iteration 16Q: 3 clusters Score -375786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -375792.187500 Penalty: 2422.384521
	Iteration 17Q: 3 clusters Score -375792.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -375801.281250 Penalty: 2422.384521
	Iteration 18Q: 3 clusters Score -375801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -375806.656250 Penalty: 2422.384521
	Iteration 19Q: 3 clusters Score -375806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -375812.593750 Penalty: 2422.384521
	Iteration 20F: 3 clusters Score -375812.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -375820.843750 Penalty: 2422.384521
	Iteration 21Q: 3 clusters Score -375820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -375826.375000 Penalty: 2422.384521
	Iteration 22Q: 3 clusters Score -375826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -375831.062500 Penalty: 2422.384521
	Iteration 23Q: 3 clusters Score -375831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -375836.218750 Penalty: 2422.384521
	Iteration 24Q: 3 clusters Score -375836.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -375843.000000 Penalty: 2422.384521
	Iteration 25Q: 3 clusters Score -375843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375849.281250 Penalty: 2422.384521
	Iteration 26Q: 3 clusters Score -375849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -375853.531250 Penalty: 2422.384521
	Iteration 27Q: 3 clusters Score -375853.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375859.250000 Penalty: 2422.384521
	Iteration 28Q: 3 clusters Score -375859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -375866.562500 Penalty: 2422.384521
	Iteration 29Q: 3 clusters Score -375866.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -375872.750000 Penalty: 2422.384521
	Iteration 30Q: 3 clusters Score -375872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -375878.250000 Penalty: 2422.384521
	Iteration 31Q: 3 clusters Score -375878.2 nChanged 18
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: -375886.625000 Penalty: 2422.384521
	Iteration 32Q: 3 clusters Score -375886.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -375896.812500 Penalty: 2422.384521
	Iteration 33Q: 3 clusters Score -375896.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -375907.375000 Penalty: 2422.384521
	Iteration 34Q: 3 clusters Score -375907.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -375914.750000 Penalty: 2422.384521
	Iteration 35Q: 3 clusters Score -375914.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -375921.250000 Penalty: 2422.384521
	Iteration 36Q: 3 clusters Score -375921.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -375929.031250 Penalty: 2422.384521
	Iteration 37Q: 3 clusters Score -375929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -375934.906250 Penalty: 2422.384521
	Iteration 38Q: 3 clusters Score -375934.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -375938.531250 Penalty: 2422.384521
	Iteration 39Q: 3 clusters Score -375938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -375941.093750 Penalty: 2422.384521
	Iteration 40F: 3 clusters Score -375941.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -375944.906250 Penalty: 2422.384521
	Iteration 41Q: 3 clusters Score -375944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -375947.656250 Penalty: 2422.384521
	Iteration 42Q: 3 clusters Score -375947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -375948.187500 Penalty: 2422.384521
	Iteration 43Q: 3 clusters Score -375948.2 nChanged 2
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: -375950.593750 Penalty: 2422.384521
	Iteration 44Q: 3 clusters Score -375950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -375951.281250 Penalty: 2422.384521
	Iteration 45Q: 3 clusters Score -375951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -375952.187500 Penalty: 2422.384521
	Iteration 46Q: 3 clusters Score -375952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375955.218750 Penalty: 2422.384521
	Iteration 47Q: 3 clusters Score -375955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -375958.187500 Penalty: 2422.384521
	Iteration 48Q: 3 clusters Score -375958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -375960.687500 Penalty: 2422.384521
	Iteration 49Q: 3 clusters Score -375960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -375961.343750 Penalty: 2422.384521
	Iteration 50Q: 3 clusters Score -375961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375962.156250 Penalty: 2422.384521
	Iteration 51Q: 3 clusters Score -375962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -375963.625000 Penalty: 2422.384521
	Iteration 52Q: 3 clusters Score -375963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -375966.000000 Penalty: 2422.384521
	Iteration 53Q: 3 clusters Score -375966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375970.937500 Penalty: 2422.384521
	Iteration 54Q: 3 clusters Score -375970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -375976.687500 Penalty: 2422.384521
	Iteration 55Q: 3 clusters Score -375976.7 nChanged 15
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: -375983.562500 Penalty: 2422.384521
	Iteration 56Q: 3 clusters Score -375983.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -375988.656250 Penalty: 2422.384521
	Iteration 57Q: 3 clusters Score -375988.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -375995.468750 Penalty: 2422.384521
	Iteration 58Q: 3 clusters Score -375995.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -376004.718750 Penalty: 2422.384521
	Iteration 59Q: 3 clusters Score -376004.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376012.125000 Penalty: 2422.384521
	Iteration 60F: 3 clusters Score -376012.1 nChanged 16
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: -376020.687500 Penalty: 2422.384521
	Iteration 61Q: 3 clusters Score -376020.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -376027.125000 Penalty: 2422.384521
	Iteration 62Q: 3 clusters Score -376027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376031.812500 Penalty: 2422.384521
	Iteration 63Q: 3 clusters Score -376031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376034.843750 Penalty: 2422.384521
	Iteration 64Q: 3 clusters Score -376034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376037.437500 Penalty: 2422.384521
	Iteration 65Q: 3 clusters Score -376037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -376038.562500 Penalty: 2422.384521
	Iteration 66Q: 3 clusters Score -376038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376041.000000 Penalty: 2422.384521
	Iteration 67Q: 3 clusters Score -376041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -376043.625000 Penalty: 2422.384521
	Iteration 68Q: 3 clusters Score -376043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376046.312500 Penalty: 2422.384521
	Iteration 69Q: 3 clusters Score -376046.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -376049.687500 Penalty: 2422.384521
	Iteration 70Q: 3 clusters Score -376049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -376050.843750 Penalty: 2422.384521
	Iteration 71Q: 3 clusters Score -376050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -376051.562500 Penalty: 2422.384521
	Iteration 72Q: 3 clusters Score -376051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376051.187500 Penalty: 2422.384521
	Iteration 73Q: 3 clusters Score -376051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376051.187500 Penalty: 2422.384521
	Iteration 74F: 3 clusters Score -376051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20130.103516 Penalty: 809.186218
	Iteration 0F: 2 clusters Score -20130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19558.667969 Penalty: 1618.372437
	Iteration 0F: 3 clusters Score -19558.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19673.464844 Penalty: 1618.372437
	Iteration 1F: 3 clusters Score -19673.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19698.435547 Penalty: 1618.372437
	Iteration 2Q: 3 clusters Score -19698.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19719.480469 Penalty: 1618.372437
	Iteration 3Q: 3 clusters Score -19719.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19729.679688 Penalty: 1618.372437
	Iteration 4Q: 3 clusters Score -19729.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19732.664062 Penalty: 1618.372437
	Iteration 5Q: 3 clusters Score -19732.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19748.554688 Penalty: 1618.372437
	Iteration 6Q: 3 clusters Score -19748.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19748.554688 Penalty: 1618.372437
	Iteration 7F: 3 clusters Score -19748.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -480407.875000 Penalty: 1249.817383
	Iteration 0F: 2 clusters Score -480407.9 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 2241 members 
Entering Unmasked Estep 
Score: -477057.500000 Penalty: 2499.634766
	Iteration 0F: 3 clusters Score -477057.5 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -478033.156250 Penalty: 2499.634766
	Iteration 1F: 3 clusters Score -478033.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -478237.406250 Penalty: 2499.634766
	Iteration 2F: 3 clusters Score -478237.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -478392.031250 Penalty: 2499.634766
	Iteration 3F: 3 clusters Score -478392 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -478504.375000 Penalty: 2499.634766
	Iteration 4Q: 3 clusters Score -478504.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -478595.031250 Penalty: 2499.634766
	Iteration 5Q: 3 clusters Score -478595 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -478662.125000 Penalty: 2499.634766
	Iteration 6Q: 3 clusters Score -478662.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -478723.781250 Penalty: 2499.634766
	Iteration 7Q: 3 clusters Score -478723.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -478782.437500 Penalty: 2499.634766
	Iteration 8Q: 3 clusters Score -478782.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -478845.750000 Penalty: 2499.634766
	Iteration 9Q: 3 clusters Score -478845.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -478909.750000 Penalty: 2499.634766
	Iteration 10Q: 3 clusters Score -478909.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -478964.156250 Penalty: 2499.634766
	Iteration 11Q: 3 clusters Score -478964.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -479024.375000 Penalty: 2499.634766
	Iteration 12Q: 3 clusters Score -479024.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -479095.718750 Penalty: 2499.634766
	Iteration 13Q: 3 clusters Score -479095.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -479163.187500 Penalty: 2499.634766
	Iteration 14Q: 3 clusters Score -479163.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -479227.968750 Penalty: 2499.634766
	Iteration 15Q: 3 clusters Score -479228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -479294.125000 Penalty: 2499.634766
	Iteration 16Q: 3 clusters Score -479294.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -479358.687500 Penalty: 2499.634766
	Iteration 17Q: 3 clusters Score -479358.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -479410.437500 Penalty: 2499.634766
	Iteration 18Q: 3 clusters Score -479410.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -479456.187500 Penalty: 2499.634766
	Iteration 19Q: 3 clusters Score -479456.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -479504.250000 Penalty: 2499.634766
	Iteration 20F: 3 clusters Score -479504.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -479544.062500 Penalty: 2499.634766
	Iteration 21Q: 3 clusters Score -479544.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -479581.125000 Penalty: 2499.634766
	Iteration 22Q: 3 clusters Score -479581.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -479617.843750 Penalty: 2499.634766
	Iteration 23Q: 3 clusters Score -479617.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479656.156250 Penalty: 2499.634766
	Iteration 24Q: 3 clusters Score -479656.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -479679.625000 Penalty: 2499.634766
	Iteration 25Q: 3 clusters Score -479679.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479696.968750 Penalty: 2499.634766
	Iteration 26Q: 3 clusters Score -479697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -479711.125000 Penalty: 2499.634766
	Iteration 27Q: 3 clusters Score -479711.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -479721.093750 Penalty: 2499.634766
	Iteration 28Q: 3 clusters Score -479721.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479728.718750 Penalty: 2499.634766
	Iteration 29Q: 3 clusters Score -479728.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -479735.593750 Penalty: 2499.634766
	Iteration 30Q: 3 clusters Score -479735.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -479738.187500 Penalty: 2499.634766
	Iteration 31Q: 3 clusters Score -479738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -479741.906250 Penalty: 2499.634766
	Iteration 32Q: 3 clusters Score -479741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -479745.500000 Penalty: 2499.634766
	Iteration 33Q: 3 clusters Score -479745.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -479751.031250 Penalty: 2499.634766
	Iteration 34Q: 3 clusters Score -479751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -479757.187500 Penalty: 2499.634766
	Iteration 35Q: 3 clusters Score -479757.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479763.000000 Penalty: 2499.634766
	Iteration 36Q: 3 clusters Score -479763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -479768.468750 Penalty: 2499.634766
	Iteration 37Q: 3 clusters Score -479768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -479770.375000 Penalty: 2499.634766
	Iteration 38Q: 3 clusters Score -479770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -479772.406250 Penalty: 2499.634766
	Iteration 39Q: 3 clusters Score -479772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -479772.812500 Penalty: 2499.634766
	Iteration 40F: 3 clusters Score -479772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -479773.843750 Penalty: 2499.634766
	Iteration 41Q: 3 clusters Score -479773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -479774.156250 Penalty: 2499.634766
	Iteration 42Q: 3 clusters Score -479774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -479776.250000 Penalty: 2499.634766
	Iteration 43Q: 3 clusters Score -479776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479778.218750 Penalty: 2499.634766
	Iteration 44Q: 3 clusters Score -479778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -479777.406250 Penalty: 2499.634766
	Iteration 45Q: 3 clusters Score -479777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479778.406250 Penalty: 2499.634766
	Iteration 46Q: 3 clusters Score -479778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479778.406250 Penalty: 2499.634766
	Iteration 47F: 3 clusters Score -479778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -572120.312500 Penalty: 1270.741943
	Iteration 0F: 2 clusters Score -572120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -568292.437500 Penalty: 2541.483887
	Iteration 0F: 3 clusters Score -568292.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -569409.187500 Penalty: 2541.483887
	Iteration 1F: 3 clusters Score -569409.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -569627.312500 Penalty: 2541.483887
	Iteration 2F: 3 clusters Score -569627.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -569771.812500 Penalty: 2541.483887
	Iteration 3F: 3 clusters Score -569771.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -569894.812500 Penalty: 2541.483887
	Iteration 4Q: 3 clusters Score -569894.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -569998.562500 Penalty: 2541.483887
	Iteration 5Q: 3 clusters Score -569998.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -570087.125000 Penalty: 2541.483887
	Iteration 6Q: 3 clusters Score -570087.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -570156.062500 Penalty: 2541.483887
	Iteration 7Q: 3 clusters Score -570156.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -570213.812500 Penalty: 2541.483887
	Iteration 8Q: 3 clusters Score -570213.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -570261.750000 Penalty: 2541.483887
	Iteration 9Q: 3 clusters Score -570261.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -570315.125000 Penalty: 2541.483887
	Iteration 10Q: 3 clusters Score -570315.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -570368.625000 Penalty: 2541.483887
	Iteration 11Q: 3 clusters Score -570368.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -570414.750000 Penalty: 2541.483887
	Iteration 12Q: 3 clusters Score -570414.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -570454.500000 Penalty: 2541.483887
	Iteration 13Q: 3 clusters Score -570454.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -570493.875000 Penalty: 2541.483887
	Iteration 14Q: 3 clusters Score -570493.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -570536.125000 Penalty: 2541.483887
	Iteration 15Q: 3 clusters Score -570536.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -570580.250000 Penalty: 2541.483887
	Iteration 16Q: 3 clusters Score -570580.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -570621.375000 Penalty: 2541.483887
	Iteration 17Q: 3 clusters Score -570621.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -570668.625000 Penalty: 2541.483887
	Iteration 18Q: 3 clusters Score -570668.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -570712.375000 Penalty: 2541.483887
	Iteration 19Q: 3 clusters Score -570712.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -570756.750000 Penalty: 2541.483887
	Iteration 20F: 3 clusters Score -570756.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -570801.812500 Penalty: 2541.483887
	Iteration 21Q: 3 clusters Score -570801.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -570846.562500 Penalty: 2541.483887
	Iteration 22Q: 3 clusters Score -570846.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -570882.000000 Penalty: 2541.483887
	Iteration 23Q: 3 clusters Score -570882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -570917.250000 Penalty: 2541.483887
	Iteration 24Q: 3 clusters Score -570917.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -570951.000000 Penalty: 2541.483887
	Iteration 25Q: 3 clusters Score -570951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -570978.562500 Penalty: 2541.483887
	Iteration 26Q: 3 clusters Score -570978.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -571006.375000 Penalty: 2541.483887
	Iteration 27Q: 3 clusters Score -571006.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -571025.750000 Penalty: 2541.483887
	Iteration 28Q: 3 clusters Score -571025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -571038.937500 Penalty: 2541.483887
	Iteration 29Q: 3 clusters Score -571038.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -571048.625000 Penalty: 2541.483887
	Iteration 30Q: 3 clusters Score -571048.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -571056.875000 Penalty: 2541.483887
	Iteration 31Q: 3 clusters Score -571056.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -571070.312500 Penalty: 2541.483887
	Iteration 32Q: 3 clusters Score -571070.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -571075.937500 Penalty: 2541.483887
	Iteration 33Q: 3 clusters Score -571075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -571077.375000 Penalty: 2541.483887
	Iteration 34Q: 3 clusters Score -571077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -571080.875000 Penalty: 2541.483887
	Iteration 35Q: 3 clusters Score -571080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -571081.562500 Penalty: 2541.483887
	Iteration 36Q: 3 clusters Score -571081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -571081.562500 Penalty: 2541.483887
	Iteration 37F: 3 clusters Score -571081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -2156343.500000 Penalty: 1465.268555
	Iteration 0F: 2 clusters Score -2156344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2143899.750000 Penalty: 2930.537109
	Iteration 0F: 3 clusters Score -2143900 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2148384.250000 Penalty: 2930.537109
	Iteration 1F: 3 clusters Score -2148384 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2148778.500000 Penalty: 2930.537109
	Iteration 2F: 3 clusters Score -2148778 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2149105.250000 Penalty: 2930.537109
	Iteration 3Q: 3 clusters Score -2149105 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2149408.500000 Penalty: 2930.537109
	Iteration 4Q: 3 clusters Score -2149408 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2149679.500000 Penalty: 2930.537109
	Iteration 5Q: 3 clusters Score -2149680 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2149930.250000 Penalty: 2930.537109
	Iteration 6Q: 3 clusters Score -2149930 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2150191.250000 Penalty: 2930.537109
	Iteration 7Q: 3 clusters Score -2150191 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2150462.750000 Penalty: 2930.537109
	Iteration 8Q: 3 clusters Score -2150463 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2150753.000000 Penalty: 2930.537109
	Iteration 9Q: 3 clusters Score -2150753 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2151043.000000 Penalty: 2930.537109
	Iteration 10Q: 3 clusters Score -2151043 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2151321.000000 Penalty: 2930.537109
	Iteration 11Q: 3 clusters Score -2151321 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2151603.500000 Penalty: 2930.537109
	Iteration 12Q: 3 clusters Score -2151604 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2151906.000000 Penalty: 2930.537109
	Iteration 13Q: 3 clusters Score -2151906 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2152244.500000 Penalty: 2930.537109
	Iteration 14Q: 3 clusters Score -2152244 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2152605.250000 Penalty: 2930.537109
	Iteration 15Q: 3 clusters Score -2152605 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2152977.500000 Penalty: 2930.537109
	Iteration 16Q: 3 clusters Score -2152978 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2153357.250000 Penalty: 2930.537109
	Iteration 17Q: 3 clusters Score -2153357 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2153675.000000 Penalty: 2930.537109
	Iteration 18Q: 3 clusters Score -2153675 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2153973.250000 Penalty: 2930.537109
	Iteration 19Q: 3 clusters Score -2153973 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2154233.000000 Penalty: 2930.537109
	Iteration 20F: 3 clusters Score -2154233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2154459.000000 Penalty: 2930.537109
	Iteration 21Q: 3 clusters Score -2154459 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2154645.000000 Penalty: 2930.537109
	Iteration 22Q: 3 clusters Score -2154645 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2154797.250000 Penalty: 2930.537109
	Iteration 23Q: 3 clusters Score -2154797 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2154912.750000 Penalty: 2930.537109
	Iteration 24Q: 3 clusters Score -2154913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2155004.750000 Penalty: 2930.537109
	Iteration 25Q: 3 clusters Score -2155005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2155065.000000 Penalty: 2930.537109
	Iteration 26Q: 3 clusters Score -2155065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2155118.250000 Penalty: 2930.537109
	Iteration 27Q: 3 clusters Score -2155118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2155155.750000 Penalty: 2930.537109
	Iteration 28Q: 3 clusters Score -2155156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2155198.500000 Penalty: 2930.537109
	Iteration 29Q: 3 clusters Score -2155198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2155229.750000 Penalty: 2930.537109
	Iteration 30Q: 3 clusters Score -2155230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2155243.750000 Penalty: 2930.537109
	Iteration 31Q: 3 clusters Score -2155244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2155258.000000 Penalty: 2930.537109
	Iteration 32Q: 3 clusters Score -2155258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2155269.750000 Penalty: 2930.537109
	Iteration 33Q: 3 clusters Score -2155270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2155278.750000 Penalty: 2930.537109
	Iteration 34Q: 3 clusters Score -2155279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2155284.500000 Penalty: 2930.537109
	Iteration 35Q: 3 clusters Score -2155284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2155290.750000 Penalty: 2930.537109
	Iteration 36Q: 3 clusters Score -2155291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2155295.750000 Penalty: 2930.537109
	Iteration 37Q: 3 clusters Score -2155296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2155297.250000 Penalty: 2930.537109
	Iteration 38Q: 3 clusters Score -2155297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2155298.000000 Penalty: 2930.537109
	Iteration 39Q: 3 clusters Score -2155298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2155298.000000 Penalty: 2930.537109
	Iteration 40F: 3 clusters Score -2155298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Entering Unmasked Estep 
Score: -3254973.000000 Penalty: 1521.327515
	Iteration 0F: 2 clusters Score -3254973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3237025.500000 Penalty: 3042.655029
	Iteration 0F: 3 clusters Score -3237026 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3243940.500000 Penalty: 3042.655029
	Iteration 1F: 3 clusters Score -3243940 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3244695.750000 Penalty: 3042.655029
	Iteration 2F: 3 clusters Score -3244696 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3245438.500000 Penalty: 3042.655029
	Iteration 3F: 3 clusters Score -3245438 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3246142.000000 Penalty: 3042.655029
	Iteration 4F: 3 clusters Score -3246142 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3246852.500000 Penalty: 3042.655029
	Iteration 5F: 3 clusters Score -3246852 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3247599.250000 Penalty: 3042.655029
	Iteration 6F: 3 clusters Score -3247599 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3248406.250000 Penalty: 3042.655029
	Iteration 7F: 3 clusters Score -3248406 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3249318.500000 Penalty: 3042.655029
	Iteration 8F: 3 clusters Score -3249318 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3250207.000000 Penalty: 3042.655029
	Iteration 9F: 3 clusters Score -3250207 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3251048.750000 Penalty: 3042.655029
	Iteration 10Q: 3 clusters Score -3251049 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3251737.750000 Penalty: 3042.655029
	Iteration 11Q: 3 clusters Score -3251738 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3252308.250000 Penalty: 3042.655029
	Iteration 12Q: 3 clusters Score -3252308 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3252740.000000 Penalty: 3042.655029
	Iteration 13Q: 3 clusters Score -3252740 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3253057.500000 Penalty: 3042.655029
	Iteration 14Q: 3 clusters Score -3253058 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3253258.500000 Penalty: 3042.655029
	Iteration 15Q: 3 clusters Score -3253258 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3253395.750000 Penalty: 3042.655029
	Iteration 16Q: 3 clusters Score -3253396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3253490.750000 Penalty: 3042.655029
	Iteration 17Q: 3 clusters Score -3253491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3253573.500000 Penalty: 3042.655029
	Iteration 18Q: 3 clusters Score -3253574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3253641.000000 Penalty: 3042.655029
	Iteration 19Q: 3 clusters Score -3253641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3253677.000000 Penalty: 3042.655029
	Iteration 20F: 3 clusters Score -3253677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3253703.500000 Penalty: 3042.655029
	Iteration 21Q: 3 clusters Score -3253704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3253723.500000 Penalty: 3042.655029
	Iteration 22Q: 3 clusters Score -3253724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3253729.750000 Penalty: 3042.655029
	Iteration 23Q: 3 clusters Score -3253730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3253744.750000 Penalty: 3042.655029
	Iteration 24Q: 3 clusters Score -3253745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3253751.250000 Penalty: 3042.655029
	Iteration 25Q: 3 clusters Score -3253751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3253763.000000 Penalty: 3042.655029
	Iteration 26Q: 3 clusters Score -3253763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3253767.000000 Penalty: 3042.655029
	Iteration 27Q: 3 clusters Score -3253767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3253775.750000 Penalty: 3042.655029
	Iteration 28Q: 3 clusters Score -3253776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3253779.000000 Penalty: 3042.655029
	Iteration 29Q: 3 clusters Score -3253779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3253777.750000 Penalty: 3042.655029
	Iteration 30Q: 3 clusters Score -3253778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3253777.750000 Penalty: 3042.655029
	Iteration 31F: 3 clusters Score -3253778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Entering Unmasked Estep 
Score: -5387516.500000 Penalty: 1597.634033
	Iteration 0F: 2 clusters Score -5387516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5357666.000000 Penalty: 3195.268066
	Iteration 0F: 3 clusters Score -5357666 nChanged 21124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5369601.500000 Penalty: 3195.268066
	Iteration 1F: 3 clusters Score -5369602 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5370409.500000 Penalty: 3195.268066
	Iteration 2Q: 3 clusters Score -5370410 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5371343.500000 Penalty: 3195.268066
	Iteration 3Q: 3 clusters Score -5371344 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5372583.500000 Penalty: 3195.268066
	Iteration 4F: 3 clusters Score -5372584 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5374056.500000 Penalty: 3195.268066
	Iteration 5F: 3 clusters Score -5374056 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -5375680.500000 Penalty: 3195.268066
	Iteration 6F: 3 clusters Score -5375680 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5377541.000000 Penalty: 3195.268066
	Iteration 7F: 3 clusters Score -5377541 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5379437.500000 Penalty: 3195.268066
	Iteration 8F: 3 clusters Score -5379438 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5381208.000000 Penalty: 3195.268066
	Iteration 9F: 3 clusters Score -5381208 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5382817.000000 Penalty: 3195.268066
	Iteration 10Q: 3 clusters Score -5382817 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5384058.000000 Penalty: 3195.268066
	Iteration 11Q: 3 clusters Score -5384058 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5384869.500000 Penalty: 3195.268066
	Iteration 12Q: 3 clusters Score -5384870 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5385360.000000 Penalty: 3195.268066
	Iteration 13Q: 3 clusters Score -5385360 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -5385671.500000 Penalty: 3195.268066
	Iteration 14Q: 3 clusters Score -5385672 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5385804.000000 Penalty: 3195.268066
	Iteration 15Q: 3 clusters Score -5385804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5385935.000000 Penalty: 3195.268066
	Iteration 16Q: 3 clusters Score -5385935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -5386019.000000 Penalty: 3195.268066
	Iteration 17Q: 3 clusters Score -5386019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -5386084.000000 Penalty: 3195.268066
	Iteration 18Q: 3 clusters Score -5386084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -5386139.500000 Penalty: 3195.268066
	Iteration 19Q: 3 clusters Score -5386140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5386182.000000 Penalty: 3195.268066
	Iteration 20F: 3 clusters Score -5386182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -5386208.500000 Penalty: 3195.268066
	Iteration 21Q: 3 clusters Score -5386208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5386223.000000 Penalty: 3195.268066
	Iteration 22Q: 3 clusters Score -5386223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5386233.500000 Penalty: 3195.268066
	Iteration 23Q: 3 clusters Score -5386234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5386242.500000 Penalty: 3195.268066
	Iteration 24Q: 3 clusters Score -5386242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -5386244.500000 Penalty: 3195.268066
	Iteration 25Q: 3 clusters Score -5386244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -5386242.000000 Penalty: 3195.268066
	Iteration 26Q: 3 clusters Score -5386242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -5386244.000000 Penalty: 3195.268066
	Iteration 27Q: 3 clusters Score -5386244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -5386244.000000 Penalty: 3195.268066
	Iteration 28F: 3 clusters Score -5386244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1319762.250000 Penalty: 1397.404785
	Iteration 0F: 2 clusters Score -1319762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1311798.375000 Penalty: 2794.809570
	Iteration 0F: 3 clusters Score -1311798 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1314390.625000 Penalty: 2794.809570
	Iteration 1F: 3 clusters Score -1314391 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1314721.250000 Penalty: 2794.809570
	Iteration 2F: 3 clusters Score -1314721 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1314990.500000 Penalty: 2794.809570
	Iteration 3F: 3 clusters Score -1314990 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1315210.500000 Penalty: 2794.809570
	Iteration 4Q: 3 clusters Score -1315210 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1315411.750000 Penalty: 2794.809570
	Iteration 5Q: 3 clusters Score -1315412 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1315591.125000 Penalty: 2794.809570
	Iteration 6Q: 3 clusters Score -1315591 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1315761.250000 Penalty: 2794.809570
	Iteration 7Q: 3 clusters Score -1315761 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1315918.500000 Penalty: 2794.809570
	Iteration 8Q: 3 clusters Score -1315918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1316065.750000 Penalty: 2794.809570
	Iteration 9Q: 3 clusters Score -1316066 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1316216.750000 Penalty: 2794.809570
	Iteration 10Q: 3 clusters Score -1316217 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1316370.000000 Penalty: 2794.809570
	Iteration 11Q: 3 clusters Score -1316370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1316542.875000 Penalty: 2794.809570
	Iteration 12Q: 3 clusters Score -1316543 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1316709.000000 Penalty: 2794.809570
	Iteration 13Q: 3 clusters Score -1316709 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1316856.875000 Penalty: 2794.809570
	Iteration 14Q: 3 clusters Score -1316857 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1317006.625000 Penalty: 2794.809570
	Iteration 15Q: 3 clusters Score -1317007 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1317136.375000 Penalty: 2794.809570
	Iteration 16Q: 3 clusters Score -1317136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1317240.875000 Penalty: 2794.809570
	Iteration 17Q: 3 clusters Score -1317241 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1317330.750000 Penalty: 2794.809570
	Iteration 18Q: 3 clusters Score -1317331 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1317394.375000 Penalty: 2794.809570
	Iteration 19Q: 3 clusters Score -1317394 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1317433.750000 Penalty: 2794.809570
	Iteration 20F: 3 clusters Score -1317434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1317468.750000 Penalty: 2794.809570
	Iteration 21Q: 3 clusters Score -1317469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1317492.750000 Penalty: 2794.809570
	Iteration 22Q: 3 clusters Score -1317493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1317518.875000 Penalty: 2794.809570
	Iteration 23Q: 3 clusters Score -1317519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1317549.125000 Penalty: 2794.809570
	Iteration 24Q: 3 clusters Score -1317549 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1317583.875000 Penalty: 2794.809570
	Iteration 25Q: 3 clusters Score -1317584 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1317632.875000 Penalty: 2794.809570
	Iteration 26Q: 3 clusters Score -1317633 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1317679.125000 Penalty: 2794.809570
	Iteration 27Q: 3 clusters Score -1317679 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1317733.750000 Penalty: 2794.809570
	Iteration 28Q: 3 clusters Score -1317734 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1317787.250000 Penalty: 2794.809570
	Iteration 29Q: 3 clusters Score -1317787 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1317841.375000 Penalty: 2794.809570
	Iteration 30Q: 3 clusters Score -1317841 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1317896.625000 Penalty: 2794.809570
	Iteration 31Q: 3 clusters Score -1317897 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1317956.750000 Penalty: 2794.809570
	Iteration 32Q: 3 clusters Score -1317957 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1318011.000000 Penalty: 2794.809570
	Iteration 33Q: 3 clusters Score -1318011 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1318059.500000 Penalty: 2794.809570
	Iteration 34Q: 3 clusters Score -1318060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1318109.500000 Penalty: 2794.809570
	Iteration 35Q: 3 clusters Score -1318110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1318173.875000 Penalty: 2794.809570
	Iteration 36Q: 3 clusters Score -1318174 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1318240.500000 Penalty: 2794.809570
	Iteration 37Q: 3 clusters Score -1318240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1318312.875000 Penalty: 2794.809570
	Iteration 38Q: 3 clusters Score -1318313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1318377.625000 Penalty: 2794.809570
	Iteration 39Q: 3 clusters Score -1318378 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1318444.875000 Penalty: 2794.809570
	Iteration 40F: 3 clusters Score -1318445 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1318498.250000 Penalty: 2794.809570
	Iteration 41Q: 3 clusters Score -1318498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1318548.750000 Penalty: 2794.809570
	Iteration 42Q: 3 clusters Score -1318549 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1318593.625000 Penalty: 2794.809570
	Iteration 43Q: 3 clusters Score -1318594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1318641.250000 Penalty: 2794.809570
	Iteration 44Q: 3 clusters Score -1318641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1318678.000000 Penalty: 2794.809570
	Iteration 45Q: 3 clusters Score -1318678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1318713.000000 Penalty: 2794.809570
	Iteration 46Q: 3 clusters Score -1318713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1318742.750000 Penalty: 2794.809570
	Iteration 47Q: 3 clusters Score -1318743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1318774.750000 Penalty: 2794.809570
	Iteration 48Q: 3 clusters Score -1318775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1318799.125000 Penalty: 2794.809570
	Iteration 49Q: 3 clusters Score -1318799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1318830.000000 Penalty: 2794.809570
	Iteration 50Q: 3 clusters Score -1318830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1318856.125000 Penalty: 2794.809570
	Iteration 51Q: 3 clusters Score -1318856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1318873.875000 Penalty: 2794.809570
	Iteration 52Q: 3 clusters Score -1318874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1318895.750000 Penalty: 2794.809570
	Iteration 53Q: 3 clusters Score -1318896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1318926.500000 Penalty: 2794.809570
	Iteration 54Q: 3 clusters Score -1318926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1318944.000000 Penalty: 2794.809570
	Iteration 55Q: 3 clusters Score -1318944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1318958.250000 Penalty: 2794.809570
	Iteration 56Q: 3 clusters Score -1318958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1318967.625000 Penalty: 2794.809570
	Iteration 57Q: 3 clusters Score -1318968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1318974.500000 Penalty: 2794.809570
	Iteration 58Q: 3 clusters Score -1318974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1318983.250000 Penalty: 2794.809570
	Iteration 59Q: 3 clusters Score -1318983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1318994.250000 Penalty: 2794.809570
	Iteration 60F: 3 clusters Score -1318994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1318997.500000 Penalty: 2794.809570
	Iteration 61Q: 3 clusters Score -1318998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1318997.500000 Penalty: 2794.809570
	Iteration 62Q: 3 clusters Score -1318998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1318998.125000 Penalty: 2794.809570
	Iteration 63Q: 3 clusters Score -1318998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1319001.375000 Penalty: 2794.809570
	Iteration 64Q: 3 clusters Score -1319001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1319000.250000 Penalty: 2794.809570
	Iteration 65Q: 3 clusters Score -1319000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1319004.125000 Penalty: 2794.809570
	Iteration 66Q: 3 clusters Score -1319004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1319006.750000 Penalty: 2794.809570
	Iteration 67Q: 3 clusters Score -1319007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1319006.625000 Penalty: 2794.809570
	Iteration 68Q: 3 clusters Score -1319007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1319011.750000 Penalty: 2794.809570
	Iteration 69Q: 3 clusters Score -1319012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1319013.250000 Penalty: 2794.809570
	Iteration 70Q: 3 clusters Score -1319013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1319014.625000 Penalty: 2794.809570
	Iteration 71Q: 3 clusters Score -1319015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1319014.500000 Penalty: 2794.809570
	Iteration 72Q: 3 clusters Score -1319014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1319016.500000 Penalty: 2794.809570
	Iteration 73Q: 3 clusters Score -1319016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1319016.625000 Penalty: 2794.809570
	Iteration 74Q: 3 clusters Score -1319017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1319017.500000 Penalty: 2794.809570
	Iteration 75Q: 3 clusters Score -1319018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1319017.500000 Penalty: 2794.809570
	Iteration 76F: 3 clusters Score -1319018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Entering Unmasked Estep 
Score: -2334507.000000 Penalty: 1478.419678
	Iteration 0F: 2 clusters Score -2334507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2320962.000000 Penalty: 2956.839355
	Iteration 0F: 3 clusters Score -2320962 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2325836.500000 Penalty: 2956.839355
	Iteration 1F: 3 clusters Score -2325836 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2326270.500000 Penalty: 2956.839355
	Iteration 2F: 3 clusters Score -2326270 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2326681.000000 Penalty: 2956.839355
	Iteration 3Q: 3 clusters Score -2326681 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2327170.500000 Penalty: 2956.839355
	Iteration 4Q: 3 clusters Score -2327170 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2327778.250000 Penalty: 2956.839355
	Iteration 5F: 3 clusters Score -2327778 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2328620.250000 Penalty: 2956.839355
	Iteration 6F: 3 clusters Score -2328620 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2329605.750000 Penalty: 2956.839355
	Iteration 7F: 3 clusters Score -2329606 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2330686.000000 Penalty: 2956.839355
	Iteration 8F: 3 clusters Score -2330686 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2331669.250000 Penalty: 2956.839355
	Iteration 9F: 3 clusters Score -2331669 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2332365.500000 Penalty: 2956.839355
	Iteration 10Q: 3 clusters Score -2332366 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2332766.500000 Penalty: 2956.839355
	Iteration 11Q: 3 clusters Score -2332766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2332996.000000 Penalty: 2956.839355
	Iteration 12Q: 3 clusters Score -2332996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2333128.000000 Penalty: 2956.839355
	Iteration 13Q: 3 clusters Score -2333128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2333198.000000 Penalty: 2956.839355
	Iteration 14Q: 3 clusters Score -2333198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2333256.250000 Penalty: 2956.839355
	Iteration 15Q: 3 clusters Score -2333256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2333279.000000 Penalty: 2956.839355
	Iteration 16Q: 3 clusters Score -2333279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2333295.750000 Penalty: 2956.839355
	Iteration 17Q: 3 clusters Score -2333296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2333299.250000 Penalty: 2956.839355
	Iteration 18Q: 3 clusters Score -2333299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2333306.500000 Penalty: 2956.839355
	Iteration 19Q: 3 clusters Score -2333306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2333314.750000 Penalty: 2956.839355
	Iteration 20F: 3 clusters Score -2333315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2333318.750000 Penalty: 2956.839355
	Iteration 21Q: 3 clusters Score -2333319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2333323.000000 Penalty: 2956.839355
	Iteration 22Q: 3 clusters Score -2333323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2333323.000000 Penalty: 2956.839355
	Iteration 23Q: 3 clusters Score -2333323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2333321.250000 Penalty: 2956.839355
	Iteration 24Q: 3 clusters Score -2333321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2333323.750000 Penalty: 2956.839355
	Iteration 25Q: 3 clusters Score -2333324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2333325.250000 Penalty: 2956.839355
	Iteration 26Q: 3 clusters Score -2333325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2333327.000000 Penalty: 2956.839355
	Iteration 27Q: 3 clusters Score -2333327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2333326.250000 Penalty: 2956.839355
	Iteration 28Q: 3 clusters Score -2333326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2333327.750000 Penalty: 2956.839355
	Iteration 29Q: 3 clusters Score -2333328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2333327.750000 Penalty: 2956.839355
	Iteration 30F: 3 clusters Score -2333328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Entering Unmasked Estep 
Score: -3757068.750000 Penalty: 1544.262085
	Iteration 0F: 2 clusters Score -3757069 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 16102 members 
Entering Unmasked Estep 
Score: -3736020.750000 Penalty: 3088.524170
	Iteration 0F: 3 clusters Score -3736021 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3744001.000000 Penalty: 3088.524170
	Iteration 1F: 3 clusters Score -3744001 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3744526.750000 Penalty: 3088.524170
	Iteration 2Q: 3 clusters Score -3744527 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3744969.500000 Penalty: 3088.524170
	Iteration 3Q: 3 clusters Score -3744970 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3745416.750000 Penalty: 3088.524170
	Iteration 4Q: 3 clusters Score -3745417 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3745840.500000 Penalty: 3088.524170
	Iteration 5Q: 3 clusters Score -3745840 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3746264.750000 Penalty: 3088.524170
	Iteration 6Q: 3 clusters Score -3746265 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3746644.750000 Penalty: 3088.524170
	Iteration 7Q: 3 clusters Score -3746645 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3747072.500000 Penalty: 3088.524170
	Iteration 8Q: 3 clusters Score -3747072 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3747615.750000 Penalty: 3088.524170
	Iteration 9Q: 3 clusters Score -3747616 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3748229.750000 Penalty: 3088.524170
	Iteration 10Q: 3 clusters Score -3748230 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3748867.000000 Penalty: 3088.524170
	Iteration 11Q: 3 clusters Score -3748867 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3749622.000000 Penalty: 3088.524170
	Iteration 12Q: 3 clusters Score -3749622 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3750492.500000 Penalty: 3088.524170
	Iteration 13Q: 3 clusters Score -3750492 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3751359.750000 Penalty: 3088.524170
	Iteration 14Q: 3 clusters Score -3751360 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3752073.750000 Penalty: 3088.524170
	Iteration 15Q: 3 clusters Score -3752074 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3752650.250000 Penalty: 3088.524170
	Iteration 16Q: 3 clusters Score -3752650 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3753035.500000 Penalty: 3088.524170
	Iteration 17Q: 3 clusters Score -3753036 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3753354.250000 Penalty: 3088.524170
	Iteration 18Q: 3 clusters Score -3753354 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3753613.750000 Penalty: 3088.524170
	Iteration 19Q: 3 clusters Score -3753614 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3753825.500000 Penalty: 3088.524170
	Iteration 20F: 3 clusters Score -3753826 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3754055.750000 Penalty: 3088.524170
	Iteration 21Q: 3 clusters Score -3754056 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3754232.000000 Penalty: 3088.524170
	Iteration 22Q: 3 clusters Score -3754232 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3754394.750000 Penalty: 3088.524170
	Iteration 23Q: 3 clusters Score -3754395 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3754517.000000 Penalty: 3088.524170
	Iteration 24Q: 3 clusters Score -3754517 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3754637.500000 Penalty: 3088.524170
	Iteration 25Q: 3 clusters Score -3754638 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3754763.250000 Penalty: 3088.524170
	Iteration 26Q: 3 clusters Score -3754763 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3754864.500000 Penalty: 3088.524170
	Iteration 27Q: 3 clusters Score -3754864 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3754983.500000 Penalty: 3088.524170
	Iteration 28Q: 3 clusters Score -3754984 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3755101.000000 Penalty: 3088.524170
	Iteration 29Q: 3 clusters Score -3755101 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3755166.000000 Penalty: 3088.524170
	Iteration 30Q: 3 clusters Score -3755166 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3755274.750000 Penalty: 3088.524170
	Iteration 31Q: 3 clusters Score -3755275 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3755365.250000 Penalty: 3088.524170
	Iteration 32Q: 3 clusters Score -3755365 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3755457.250000 Penalty: 3088.524170
	Iteration 33Q: 3 clusters Score -3755457 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3755537.500000 Penalty: 3088.524170
	Iteration 34Q: 3 clusters Score -3755538 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3755630.750000 Penalty: 3088.524170
	Iteration 35Q: 3 clusters Score -3755631 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3755699.750000 Penalty: 3088.524170
	Iteration 36Q: 3 clusters Score -3755700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3755771.750000 Penalty: 3088.524170
	Iteration 37Q: 3 clusters Score -3755772 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3755818.250000 Penalty: 3088.524170
	Iteration 38Q: 3 clusters Score -3755818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3755862.000000 Penalty: 3088.524170
	Iteration 39Q: 3 clusters Score -3755862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3755902.250000 Penalty: 3088.524170
	Iteration 40F: 3 clusters Score -3755902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3755923.250000 Penalty: 3088.524170
	Iteration 41Q: 3 clusters Score -3755923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3755950.250000 Penalty: 3088.524170
	Iteration 42Q: 3 clusters Score -3755950 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3755963.500000 Penalty: 3088.524170
	Iteration 43Q: 3 clusters Score -3755964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3755992.750000 Penalty: 3088.524170
	Iteration 44Q: 3 clusters Score -3755993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3756013.250000 Penalty: 3088.524170
	Iteration 45Q: 3 clusters Score -3756013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3756033.750000 Penalty: 3088.524170
	Iteration 46Q: 3 clusters Score -3756034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3756045.250000 Penalty: 3088.524170
	Iteration 47Q: 3 clusters Score -3756045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3756061.500000 Penalty: 3088.524170
	Iteration 48Q: 3 clusters Score -3756062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3756073.250000 Penalty: 3088.524170
	Iteration 49Q: 3 clusters Score -3756073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3756086.750000 Penalty: 3088.524170
	Iteration 50Q: 3 clusters Score -3756087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3756102.750000 Penalty: 3088.524170
	Iteration 51Q: 3 clusters Score -3756103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3756112.000000 Penalty: 3088.524170
	Iteration 52Q: 3 clusters Score -3756112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3756120.250000 Penalty: 3088.524170
	Iteration 53Q: 3 clusters Score -3756120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3756130.500000 Penalty: 3088.524170
	Iteration 54Q: 3 clusters Score -3756130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3756129.250000 Penalty: 3088.524170
	Iteration 55Q: 3 clusters Score -3756129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3756143.000000 Penalty: 3088.524170
	Iteration 56Q: 3 clusters Score -3756143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3756153.500000 Penalty: 3088.524170
	Iteration 57Q: 3 clusters Score -3756154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3756156.250000 Penalty: 3088.524170
	Iteration 58Q: 3 clusters Score -3756156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3756166.500000 Penalty: 3088.524170
	Iteration 59Q: 3 clusters Score -3756166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3756168.250000 Penalty: 3088.524170
	Iteration 60F: 3 clusters Score -3756168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3756177.000000 Penalty: 3088.524170
	Iteration 61Q: 3 clusters Score -3756177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3756181.750000 Penalty: 3088.524170
	Iteration 62Q: 3 clusters Score -3756182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3756185.750000 Penalty: 3088.524170
	Iteration 63Q: 3 clusters Score -3756186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3756186.750000 Penalty: 3088.524170
	Iteration 64Q: 3 clusters Score -3756187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3756188.250000 Penalty: 3088.524170
	Iteration 65Q: 3 clusters Score -3756188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3756194.250000 Penalty: 3088.524170
	Iteration 66Q: 3 clusters Score -3756194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3756193.500000 Penalty: 3088.524170
	Iteration 67Q: 3 clusters Score -3756194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3756201.250000 Penalty: 3088.524170
	Iteration 68Q: 3 clusters Score -3756201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3756201.500000 Penalty: 3088.524170
	Iteration 69Q: 3 clusters Score -3756202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3756202.500000 Penalty: 3088.524170
	Iteration 70Q: 3 clusters Score -3756202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3756203.750000 Penalty: 3088.524170
	Iteration 71Q: 3 clusters Score -3756204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3756204.750000 Penalty: 3088.524170
	Iteration 72Q: 3 clusters Score -3756205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3756200.750000 Penalty: 3088.524170
	Iteration 73Q: 3 clusters Score -3756201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3756204.500000 Penalty: 3088.524170
	Iteration 74Q: 3 clusters Score -3756204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3756203.250000 Penalty: 3088.524170
	Iteration 75Q: 3 clusters Score -3756203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3756207.000000 Penalty: 3088.524170
	Iteration 76Q: 3 clusters Score -3756207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3756208.000000 Penalty: 3088.524170
	Iteration 77Q: 3 clusters Score -3756208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3756205.500000 Penalty: 3088.524170
	Iteration 78Q: 3 clusters Score -3756206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3756205.250000 Penalty: 3088.524170
	Iteration 79Q: 3 clusters Score -3756205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3756208.250000 Penalty: 3088.524170
	Iteration 80F: 3 clusters Score -3756208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3756212.500000 Penalty: 3088.524170
	Iteration 81Q: 3 clusters Score -3756212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3756214.000000 Penalty: 3088.524170
	Iteration 82Q: 3 clusters Score -3756214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3756212.750000 Penalty: 3088.524170
	Iteration 83Q: 3 clusters Score -3756213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3756214.500000 Penalty: 3088.524170
	Iteration 84Q: 3 clusters Score -3756214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3756214.750000 Penalty: 3088.524170
	Iteration 85Q: 3 clusters Score -3756215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3756219.000000 Penalty: 3088.524170
	Iteration 86Q: 3 clusters Score -3756219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3756221.000000 Penalty: 3088.524170
	Iteration 87Q: 3 clusters Score -3756221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3756219.000000 Penalty: 3088.524170
	Iteration 88Q: 3 clusters Score -3756219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3756220.000000 Penalty: 3088.524170
	Iteration 89Q: 3 clusters Score -3756220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3756218.500000 Penalty: 3088.524170
	Iteration 90Q: 3 clusters Score -3756218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3756219.750000 Penalty: 3088.524170
	Iteration 91Q: 3 clusters Score -3756220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3756223.750000 Penalty: 3088.524170
	Iteration 92Q: 3 clusters Score -3756224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3756224.250000 Penalty: 3088.524170
	Iteration 93Q: 3 clusters Score -3756224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3756226.500000 Penalty: 3088.524170
	Iteration 94Q: 3 clusters Score -3756226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3756228.750000 Penalty: 3088.524170
	Iteration 95Q: 3 clusters Score -3756229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3756230.000000 Penalty: 3088.524170
	Iteration 96Q: 3 clusters Score -3756230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3756230.000000 Penalty: 3088.524170
	Iteration 97F: 3 clusters Score -3756230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1607627.000000 Penalty: 1424.488647
	Iteration 0F: 2 clusters Score -1607627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1598090.250000 Penalty: 2848.977295
	Iteration 0F: 3 clusters Score -1598090 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1601432.875000 Penalty: 2848.977295
	Iteration 1F: 3 clusters Score -1601433 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1601807.500000 Penalty: 2848.977295
	Iteration 2F: 3 clusters Score -1601808 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1602111.375000 Penalty: 2848.977295
	Iteration 3F: 3 clusters Score -1602111 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1602374.000000 Penalty: 2848.977295
	Iteration 4Q: 3 clusters Score -1602374 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1602616.000000 Penalty: 2848.977295
	Iteration 5Q: 3 clusters Score -1602616 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1602890.750000 Penalty: 2848.977295
	Iteration 6Q: 3 clusters Score -1602891 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1603180.750000 Penalty: 2848.977295
	Iteration 7Q: 3 clusters Score -1603181 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1603521.625000 Penalty: 2848.977295
	Iteration 8Q: 3 clusters Score -1603522 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1603901.250000 Penalty: 2848.977295
	Iteration 9Q: 3 clusters Score -1603901 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1604244.125000 Penalty: 2848.977295
	Iteration 10Q: 3 clusters Score -1604244 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1604559.750000 Penalty: 2848.977295
	Iteration 11Q: 3 clusters Score -1604560 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1604837.125000 Penalty: 2848.977295
	Iteration 12Q: 3 clusters Score -1604837 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1605071.375000 Penalty: 2848.977295
	Iteration 13Q: 3 clusters Score -1605071 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1605277.750000 Penalty: 2848.977295
	Iteration 14Q: 3 clusters Score -1605278 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1605471.625000 Penalty: 2848.977295
	Iteration 15Q: 3 clusters Score -1605472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1605612.750000 Penalty: 2848.977295
	Iteration 16Q: 3 clusters Score -1605613 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1605728.375000 Penalty: 2848.977295
	Iteration 17Q: 3 clusters Score -1605728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1605823.125000 Penalty: 2848.977295
	Iteration 18Q: 3 clusters Score -1605823 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1605907.500000 Penalty: 2848.977295
	Iteration 19Q: 3 clusters Score -1605908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1605992.375000 Penalty: 2848.977295
	Iteration 20F: 3 clusters Score -1605992 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1606069.375000 Penalty: 2848.977295
	Iteration 21Q: 3 clusters Score -1606069 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1606148.625000 Penalty: 2848.977295
	Iteration 22Q: 3 clusters Score -1606149 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1606230.875000 Penalty: 2848.977295
	Iteration 23Q: 3 clusters Score -1606231 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1606295.000000 Penalty: 2848.977295
	Iteration 24Q: 3 clusters Score -1606295 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1606359.625000 Penalty: 2848.977295
	Iteration 25Q: 3 clusters Score -1606360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1606404.000000 Penalty: 2848.977295
	Iteration 26Q: 3 clusters Score -1606404 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1606454.750000 Penalty: 2848.977295
	Iteration 27Q: 3 clusters Score -1606455 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1606493.375000 Penalty: 2848.977295
	Iteration 28Q: 3 clusters Score -1606493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1606531.625000 Penalty: 2848.977295
	Iteration 29Q: 3 clusters Score -1606532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1606565.250000 Penalty: 2848.977295
	Iteration 30Q: 3 clusters Score -1606565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1606602.375000 Penalty: 2848.977295
	Iteration 31Q: 3 clusters Score -1606602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1606645.125000 Penalty: 2848.977295
	Iteration 32Q: 3 clusters Score -1606645 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1606685.000000 Penalty: 2848.977295
	Iteration 33Q: 3 clusters Score -1606685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1606718.625000 Penalty: 2848.977295
	Iteration 34Q: 3 clusters Score -1606719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1606747.875000 Penalty: 2848.977295
	Iteration 35Q: 3 clusters Score -1606748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1606763.000000 Penalty: 2848.977295
	Iteration 36Q: 3 clusters Score -1606763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1606775.125000 Penalty: 2848.977295
	Iteration 37Q: 3 clusters Score -1606775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1606787.375000 Penalty: 2848.977295
	Iteration 38Q: 3 clusters Score -1606787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1606797.250000 Penalty: 2848.977295
	Iteration 39Q: 3 clusters Score -1606797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1606802.625000 Penalty: 2848.977295
	Iteration 40F: 3 clusters Score -1606803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1606816.000000 Penalty: 2848.977295
	Iteration 41Q: 3 clusters Score -1606816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1606817.500000 Penalty: 2848.977295
	Iteration 42Q: 3 clusters Score -1606818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1606822.625000 Penalty: 2848.977295
	Iteration 43Q: 3 clusters Score -1606823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1606827.500000 Penalty: 2848.977295
	Iteration 44Q: 3 clusters Score -1606828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1606833.625000 Penalty: 2848.977295
	Iteration 45Q: 3 clusters Score -1606834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1606838.125000 Penalty: 2848.977295
	Iteration 46Q: 3 clusters Score -1606838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1606848.625000 Penalty: 2848.977295
	Iteration 47Q: 3 clusters Score -1606849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1606854.000000 Penalty: 2848.977295
	Iteration 48Q: 3 clusters Score -1606854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1606859.250000 Penalty: 2848.977295
	Iteration 49Q: 3 clusters Score -1606859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1606868.625000 Penalty: 2848.977295
	Iteration 50Q: 3 clusters Score -1606869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1606872.125000 Penalty: 2848.977295
	Iteration 51Q: 3 clusters Score -1606872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1606890.000000 Penalty: 2848.977295
	Iteration 52Q: 3 clusters Score -1606890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1606901.375000 Penalty: 2848.977295
	Iteration 53Q: 3 clusters Score -1606901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1606905.750000 Penalty: 2848.977295
	Iteration 54Q: 3 clusters Score -1606906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1606910.875000 Penalty: 2848.977295
	Iteration 55Q: 3 clusters Score -1606911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1606913.250000 Penalty: 2848.977295
	Iteration 56Q: 3 clusters Score -1606913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1606922.500000 Penalty: 2848.977295
	Iteration 57Q: 3 clusters Score -1606922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1606928.375000 Penalty: 2848.977295
	Iteration 58Q: 3 clusters Score -1606928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1606929.500000 Penalty: 2848.977295
	Iteration 59Q: 3 clusters Score -1606930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1606929.875000 Penalty: 2848.977295
	Iteration 60F: 3 clusters Score -1606930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1606933.750000 Penalty: 2848.977295
	Iteration 61Q: 3 clusters Score -1606934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1606934.125000 Penalty: 2848.977295
	Iteration 62Q: 3 clusters Score -1606934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1606932.625000 Penalty: 2848.977295
	Iteration 63Q: 3 clusters Score -1606933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1606935.500000 Penalty: 2848.977295
	Iteration 64Q: 3 clusters Score -1606936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1606938.750000 Penalty: 2848.977295
	Iteration 65Q: 3 clusters Score -1606939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1606940.000000 Penalty: 2848.977295
	Iteration 66Q: 3 clusters Score -1606940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1606938.125000 Penalty: 2848.977295
	Iteration 67Q: 3 clusters Score -1606938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1606944.125000 Penalty: 2848.977295
	Iteration 68Q: 3 clusters Score -1606944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1606945.500000 Penalty: 2848.977295
	Iteration 69Q: 3 clusters Score -1606946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1606950.250000 Penalty: 2848.977295
	Iteration 70Q: 3 clusters Score -1606950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1606954.500000 Penalty: 2848.977295
	Iteration 71Q: 3 clusters Score -1606954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1606960.000000 Penalty: 2848.977295
	Iteration 72Q: 3 clusters Score -1606960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1606966.000000 Penalty: 2848.977295
	Iteration 73Q: 3 clusters Score -1606966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1606968.000000 Penalty: 2848.977295
	Iteration 74Q: 3 clusters Score -1606968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1606967.000000 Penalty: 2848.977295
	Iteration 75Q: 3 clusters Score -1606967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1606968.000000 Penalty: 2848.977295
	Iteration 76Q: 3 clusters Score -1606968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1606974.750000 Penalty: 2848.977295
	Iteration 77Q: 3 clusters Score -1606975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1606980.000000 Penalty: 2848.977295
	Iteration 78Q: 3 clusters Score -1606980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1606984.500000 Penalty: 2848.977295
	Iteration 79Q: 3 clusters Score -1606984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1606988.875000 Penalty: 2848.977295
	Iteration 80F: 3 clusters Score -1606989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1606988.250000 Penalty: 2848.977295
	Iteration 81Q: 3 clusters Score -1606988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1606996.750000 Penalty: 2848.977295
	Iteration 82Q: 3 clusters Score -1606997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1607003.000000 Penalty: 2848.977295
	Iteration 83Q: 3 clusters Score -1607003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1607010.375000 Penalty: 2848.977295
	Iteration 84Q: 3 clusters Score -1607010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1607012.500000 Penalty: 2848.977295
	Iteration 85Q: 3 clusters Score -1607012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1607015.250000 Penalty: 2848.977295
	Iteration 86Q: 3 clusters Score -1607015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1607020.375000 Penalty: 2848.977295
	Iteration 87Q: 3 clusters Score -1607020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1607022.750000 Penalty: 2848.977295
	Iteration 88Q: 3 clusters Score -1607023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1607024.250000 Penalty: 2848.977295
	Iteration 89Q: 3 clusters Score -1607024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1607025.375000 Penalty: 2848.977295
	Iteration 90Q: 3 clusters Score -1607025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1607031.375000 Penalty: 2848.977295
	Iteration 91Q: 3 clusters Score -1607031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1607033.625000 Penalty: 2848.977295
	Iteration 92Q: 3 clusters Score -1607034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1607031.250000 Penalty: 2848.977295
	Iteration 93Q: 3 clusters Score -1607031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1607035.750000 Penalty: 2848.977295
	Iteration 94Q: 3 clusters Score -1607036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1607037.750000 Penalty: 2848.977295
	Iteration 95Q: 3 clusters Score -1607038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1607037.875000 Penalty: 2848.977295
	Iteration 96Q: 3 clusters Score -1607038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1607037.875000 Penalty: 2848.977295
	Iteration 97F: 3 clusters Score -1607038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -758954.937500 Penalty: 1312.608032
	Iteration 0F: 2 clusters Score -758954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -754191.250000 Penalty: 2625.216064
	Iteration 0F: 3 clusters Score -754191.2 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -755669.687500 Penalty: 2625.216064
	Iteration 1F: 3 clusters Score -755669.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -755931.875000 Penalty: 2625.216064
	Iteration 2F: 3 clusters Score -755931.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -756144.937500 Penalty: 2625.216064
	Iteration 3F: 3 clusters Score -756144.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -756368.500000 Penalty: 2625.216064
	Iteration 4Q: 3 clusters Score -756368.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -756595.000000 Penalty: 2625.216064
	Iteration 5Q: 3 clusters Score -756595 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -756782.625000 Penalty: 2625.216064
	Iteration 6Q: 3 clusters Score -756782.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -756940.750000 Penalty: 2625.216064
	Iteration 7Q: 3 clusters Score -756940.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -757071.312500 Penalty: 2625.216064
	Iteration 8Q: 3 clusters Score -757071.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -757178.187500 Penalty: 2625.216064
	Iteration 9Q: 3 clusters Score -757178.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -757284.375000 Penalty: 2625.216064
	Iteration 10Q: 3 clusters Score -757284.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -757389.250000 Penalty: 2625.216064
	Iteration 11Q: 3 clusters Score -757389.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -757509.375000 Penalty: 2625.216064
	Iteration 12Q: 3 clusters Score -757509.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -757619.312500 Penalty: 2625.216064
	Iteration 13Q: 3 clusters Score -757619.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -757763.562500 Penalty: 2625.216064
	Iteration 14Q: 3 clusters Score -757763.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -757909.312500 Penalty: 2625.216064
	Iteration 15Q: 3 clusters Score -757909.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -758065.125000 Penalty: 2625.216064
	Iteration 16Q: 3 clusters Score -758065.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -758220.625000 Penalty: 2625.216064
	Iteration 17Q: 3 clusters Score -758220.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -758358.687500 Penalty: 2625.216064
	Iteration 18Q: 3 clusters Score -758358.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -758467.687500 Penalty: 2625.216064
	Iteration 19Q: 3 clusters Score -758467.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -758548.375000 Penalty: 2625.216064
	Iteration 20F: 3 clusters Score -758548.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -758627.500000 Penalty: 2625.216064
	Iteration 21Q: 3 clusters Score -758627.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -758696.250000 Penalty: 2625.216064
	Iteration 22Q: 3 clusters Score -758696.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -758743.250000 Penalty: 2625.216064
	Iteration 23Q: 3 clusters Score -758743.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -758765.625000 Penalty: 2625.216064
	Iteration 24Q: 3 clusters Score -758765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -758776.375000 Penalty: 2625.216064
	Iteration 25Q: 3 clusters Score -758776.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -758784.437500 Penalty: 2625.216064
	Iteration 26Q: 3 clusters Score -758784.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -758789.625000 Penalty: 2625.216064
	Iteration 27Q: 3 clusters Score -758789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -758792.250000 Penalty: 2625.216064
	Iteration 28Q: 3 clusters Score -758792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -758794.312500 Penalty: 2625.216064
	Iteration 29Q: 3 clusters Score -758794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -758796.875000 Penalty: 2625.216064
	Iteration 30Q: 3 clusters Score -758796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -758797.687500 Penalty: 2625.216064
	Iteration 31Q: 3 clusters Score -758797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -758797.062500 Penalty: 2625.216064
	Iteration 32Q: 3 clusters Score -758797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -758797.062500 Penalty: 2625.216064
	Iteration 33F: 3 clusters Score -758797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Entering Unmasked Estep 
Score: -7723314.000000 Penalty: 1651.030640
	Iteration 0F: 2 clusters Score -7723314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -7680336.500000 Penalty: 3302.061279
	Iteration 0F: 3 clusters Score -7680336 nChanged 30744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -7698166.000000 Penalty: 3302.061279
	Iteration 1F: 3 clusters Score -7698166 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -7699522.000000 Penalty: 3302.061279
	Iteration 2Q: 3 clusters Score -7699522 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -7701378.000000 Penalty: 3302.061279
	Iteration 3F: 3 clusters Score -7701378 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -7704384.500000 Penalty: 3302.061279
	Iteration 4F: 3 clusters Score -7704384 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -7708681.500000 Penalty: 3302.061279
	Iteration 5F: 3 clusters Score -7708682 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -7713854.000000 Penalty: 3302.061279
	Iteration 6F: 3 clusters Score -7713854 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7718223.500000 Penalty: 3302.061279
	Iteration 7F: 3 clusters Score -7718224 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7720609.000000 Penalty: 3302.061279
	Iteration 8Q: 3 clusters Score -7720609 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7721446.500000 Penalty: 3302.061279
	Iteration 9Q: 3 clusters Score -7721446 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7721733.000000 Penalty: 3302.061279
	Iteration 10Q: 3 clusters Score -7721733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7721859.500000 Penalty: 3302.061279
	Iteration 11Q: 3 clusters Score -7721860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7721933.000000 Penalty: 3302.061279
	Iteration 12Q: 3 clusters Score -7721933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7721955.000000 Penalty: 3302.061279
	Iteration 13Q: 3 clusters Score -7721955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7721967.000000 Penalty: 3302.061279
	Iteration 14Q: 3 clusters Score -7721967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7721988.500000 Penalty: 3302.061279
	Iteration 15Q: 3 clusters Score -7721988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7721999.000000 Penalty: 3302.061279
	Iteration 16Q: 3 clusters Score -7721999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7722013.500000 Penalty: 3302.061279
	Iteration 17Q: 3 clusters Score -7722014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7722019.000000 Penalty: 3302.061279
	Iteration 18Q: 3 clusters Score -7722019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7722021.500000 Penalty: 3302.061279
	Iteration 19Q: 3 clusters Score -7722022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7722031.500000 Penalty: 3302.061279
	Iteration 20F: 3 clusters Score -7722032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7722027.500000 Penalty: 3302.061279
	Iteration 21Q: 3 clusters Score -7722028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7722029.500000 Penalty: 3302.061279
	Iteration 22Q: 3 clusters Score -7722030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7722034.500000 Penalty: 3302.061279
	Iteration 23Q: 3 clusters Score -7722034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7722039.000000 Penalty: 3302.061279
	Iteration 24Q: 3 clusters Score -7722039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7722049.500000 Penalty: 3302.061279
	Iteration 25Q: 3 clusters Score -7722050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7722049.000000 Penalty: 3302.061279
	Iteration 26Q: 3 clusters Score -7722049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7722055.500000 Penalty: 3302.061279
	Iteration 27Q: 3 clusters Score -7722056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7722053.000000 Penalty: 3302.061279
	Iteration 28Q: 3 clusters Score -7722053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7722060.000000 Penalty: 3302.061279
	Iteration 29Q: 3 clusters Score -7722060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7722060.000000 Penalty: 3302.061279
	Iteration 30F: 3 clusters Score -7722060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Entering Unmasked Estep 
Score: -7815030.500000 Penalty: 1657.195679
	Iteration 0F: 2 clusters Score -7815030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7770348.500000 Penalty: 3314.391357
	Iteration 0F: 3 clusters Score -7770348 nChanged 32102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7788945.500000 Penalty: 3314.391357
	Iteration 1F: 3 clusters Score -7788946 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7790278.500000 Penalty: 3314.391357
	Iteration 2Q: 3 clusters Score -7790278 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -7792099.000000 Penalty: 3314.391357
	Iteration 3F: 3 clusters Score -7792099 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7794209.000000 Penalty: 3314.391357
	Iteration 4F: 3 clusters Score -7794209 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7796929.000000 Penalty: 3314.391357
	Iteration 5F: 3 clusters Score -7796929 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -7800233.500000 Penalty: 3314.391357
	Iteration 6F: 3 clusters Score -7800234 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -7803410.000000 Penalty: 3314.391357
	Iteration 7F: 3 clusters Score -7803410 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -7805498.500000 Penalty: 3314.391357
	Iteration 8F: 3 clusters Score -7805498 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7806502.000000 Penalty: 3314.391357
	Iteration 9Q: 3 clusters Score -7806502 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7806857.500000 Penalty: 3314.391357
	Iteration 10Q: 3 clusters Score -7806858 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7807051.500000 Penalty: 3314.391357
	Iteration 11Q: 3 clusters Score -7807052 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7807171.000000 Penalty: 3314.391357
	Iteration 12Q: 3 clusters Score -7807171 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7807256.500000 Penalty: 3314.391357
	Iteration 13Q: 3 clusters Score -7807256 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7807358.000000 Penalty: 3314.391357
	Iteration 14Q: 3 clusters Score -7807358 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -7807479.500000 Penalty: 3314.391357
	Iteration 15Q: 3 clusters Score -7807480 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7807610.000000 Penalty: 3314.391357
	Iteration 16Q: 3 clusters Score -7807610 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7807731.000000 Penalty: 3314.391357
	Iteration 17Q: 3 clusters Score -7807731 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -7807885.000000 Penalty: 3314.391357
	Iteration 18Q: 3 clusters Score -7807885 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -7808025.000000 Penalty: 3314.391357
	Iteration 19Q: 3 clusters Score -7808025 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -7808159.000000 Penalty: 3314.391357
	Iteration 20F: 3 clusters Score -7808159 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -7808379.500000 Penalty: 3314.391357
	Iteration 21Q: 3 clusters Score -7808380 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -7808667.500000 Penalty: 3314.391357
	Iteration 22Q: 3 clusters Score -7808668 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -7808865.000000 Penalty: 3314.391357
	Iteration 23Q: 3 clusters Score -7808865 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -7809101.000000 Penalty: 3314.391357
	Iteration 24Q: 3 clusters Score -7809101 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -7809392.500000 Penalty: 3314.391357
	Iteration 25Q: 3 clusters Score -7809392 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -7809688.500000 Penalty: 3314.391357
	Iteration 26Q: 3 clusters Score -7809688 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -7810120.500000 Penalty: 3314.391357
	Iteration 27Q: 3 clusters Score -7810120 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -7810492.500000 Penalty: 3314.391357
	Iteration 28Q: 3 clusters Score -7810492 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -7810820.500000 Penalty: 3314.391357
	Iteration 29Q: 3 clusters Score -7810820 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7811156.500000 Penalty: 3314.391357
	Iteration 30Q: 3 clusters Score -7811156 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -7811509.000000 Penalty: 3314.391357
	Iteration 31Q: 3 clusters Score -7811509 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -7811852.500000 Penalty: 3314.391357
	Iteration 32Q: 3 clusters Score -7811852 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -7812128.000000 Penalty: 3314.391357
	Iteration 33Q: 3 clusters Score -7812128 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -7812427.500000 Penalty: 3314.391357
	Iteration 34Q: 3 clusters Score -7812428 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -7812671.000000 Penalty: 3314.391357
	Iteration 35Q: 3 clusters Score -7812671 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -7812862.000000 Penalty: 3314.391357
	Iteration 36Q: 3 clusters Score -7812862 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -7813058.000000 Penalty: 3314.391357
	Iteration 37Q: 3 clusters Score -7813058 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7813226.500000 Penalty: 3314.391357
	Iteration 38Q: 3 clusters Score -7813226 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7813382.000000 Penalty: 3314.391357
	Iteration 39Q: 3 clusters Score -7813382 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -7813501.000000 Penalty: 3314.391357
	Iteration 40F: 3 clusters Score -7813501 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7813653.000000 Penalty: 3314.391357
	Iteration 41Q: 3 clusters Score -7813653 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -7813779.000000 Penalty: 3314.391357
	Iteration 42Q: 3 clusters Score -7813779 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -7813891.000000 Penalty: 3314.391357
	Iteration 43Q: 3 clusters Score -7813891 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -7813997.500000 Penalty: 3314.391357
	Iteration 44Q: 3 clusters Score -7813998 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -7814071.500000 Penalty: 3314.391357
	Iteration 45Q: 3 clusters Score -7814072 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -7814201.000000 Penalty: 3314.391357
	Iteration 46Q: 3 clusters Score -7814201 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -7814286.500000 Penalty: 3314.391357
	Iteration 47Q: 3 clusters Score -7814286 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -7814374.000000 Penalty: 3314.391357
	Iteration 48Q: 3 clusters Score -7814374 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -7814467.500000 Penalty: 3314.391357
	Iteration 49Q: 3 clusters Score -7814468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -7814529.000000 Penalty: 3314.391357
	Iteration 50Q: 3 clusters Score -7814529 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -7814596.000000 Penalty: 3314.391357
	Iteration 51Q: 3 clusters Score -7814596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -7814638.500000 Penalty: 3314.391357
	Iteration 52Q: 3 clusters Score -7814638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -7814698.500000 Penalty: 3314.391357
	Iteration 53Q: 3 clusters Score -7814698 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -7814714.000000 Penalty: 3314.391357
	Iteration 54Q: 3 clusters Score -7814714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -7814736.000000 Penalty: 3314.391357
	Iteration 55Q: 3 clusters Score -7814736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -7814748.500000 Penalty: 3314.391357
	Iteration 56Q: 3 clusters Score -7814748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -7814777.000000 Penalty: 3314.391357
	Iteration 57Q: 3 clusters Score -7814777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -7814792.500000 Penalty: 3314.391357
	Iteration 58Q: 3 clusters Score -7814792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -7814812.000000 Penalty: 3314.391357
	Iteration 59Q: 3 clusters Score -7814812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -7814804.500000 Penalty: 3314.391357
	Iteration 60F: 3 clusters Score -7814804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -7814825.000000 Penalty: 3314.391357
	Iteration 61Q: 3 clusters Score -7814825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7814831.000000 Penalty: 3314.391357
	Iteration 62Q: 3 clusters Score -7814831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -7814847.500000 Penalty: 3314.391357
	Iteration 63Q: 3 clusters Score -7814848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -7814860.000000 Penalty: 3314.391357
	Iteration 64Q: 3 clusters Score -7814860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -7814872.500000 Penalty: 3314.391357
	Iteration 65Q: 3 clusters Score -7814872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -7814879.500000 Penalty: 3314.391357
	Iteration 66Q: 3 clusters Score -7814880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -7814897.500000 Penalty: 3314.391357
	Iteration 67Q: 3 clusters Score -7814898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -7814888.500000 Penalty: 3314.391357
	Iteration 68Q: 3 clusters Score -7814888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -7814878.500000 Penalty: 3314.391357
	Iteration 69Q: 3 clusters Score -7814878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -7814896.000000 Penalty: 3314.391357
	Iteration 70Q: 3 clusters Score -7814896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -7814892.000000 Penalty: 3314.391357
	Iteration 71Q: 3 clusters Score -7814892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -7814886.500000 Penalty: 3314.391357
	Iteration 72Q: 3 clusters Score -7814886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -7814897.500000 Penalty: 3314.391357
	Iteration 73Q: 3 clusters Score -7814898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -7814906.500000 Penalty: 3314.391357
	Iteration 74Q: 3 clusters Score -7814906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -7814903.500000 Penalty: 3314.391357
	Iteration 75Q: 3 clusters Score -7814904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -7814908.500000 Penalty: 3314.391357
	Iteration 76Q: 3 clusters Score -7814908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -7814904.500000 Penalty: 3314.391357
	Iteration 77Q: 3 clusters Score -7814904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -7814909.000000 Penalty: 3314.391357
	Iteration 78Q: 3 clusters Score -7814909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -7814909.000000 Penalty: 3314.391357
	Iteration 79Q: 3 clusters Score -7814909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -7814918.500000 Penalty: 3314.391357
	Iteration 80F: 3 clusters Score -7814918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -7814913.000000 Penalty: 3314.391357
	Iteration 81Q: 3 clusters Score -7814913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -7814920.000000 Penalty: 3314.391357
	Iteration 82Q: 3 clusters Score -7814920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -7814916.500000 Penalty: 3314.391357
	Iteration 83Q: 3 clusters Score -7814916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -7814919.000000 Penalty: 3314.391357
	Iteration 84Q: 3 clusters Score -7814919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -7814914.000000 Penalty: 3314.391357
	Iteration 85Q: 3 clusters Score -7814914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -7814917.000000 Penalty: 3314.391357
	Iteration 86Q: 3 clusters Score -7814917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -7814919.500000 Penalty: 3314.391357
	Iteration 87Q: 3 clusters Score -7814920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -7814925.000000 Penalty: 3314.391357
	Iteration 88Q: 3 clusters Score -7814925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -7814926.000000 Penalty: 3314.391357
	Iteration 89Q: 3 clusters Score -7814926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -7814923.000000 Penalty: 3314.391357
	Iteration 90Q: 3 clusters Score -7814923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -7814919.000000 Penalty: 3314.391357
	Iteration 91Q: 3 clusters Score -7814919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -7814919.500000 Penalty: 3314.391357
	Iteration 92Q: 3 clusters Score -7814920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -7814919.500000 Penalty: 3314.391357
	Iteration 93F: 3 clusters Score -7814920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -398308.218750 Penalty: 1217.231812
	Iteration 0F: 2 clusters Score -398308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -395493.625000 Penalty: 2434.463623
	Iteration 0F: 3 clusters Score -395493.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -396263.875000 Penalty: 2434.463623
	Iteration 1F: 3 clusters Score -396263.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -396428.906250 Penalty: 2434.463623
	Iteration 2F: 3 clusters Score -396428.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -396531.937500 Penalty: 2434.463623
	Iteration 3Q: 3 clusters Score -396531.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -396589.375000 Penalty: 2434.463623
	Iteration 4Q: 3 clusters Score -396589.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -396633.687500 Penalty: 2434.463623
	Iteration 5Q: 3 clusters Score -396633.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -396662.187500 Penalty: 2434.463623
	Iteration 6Q: 3 clusters Score -396662.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -396681.125000 Penalty: 2434.463623
	Iteration 7Q: 3 clusters Score -396681.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -396699.906250 Penalty: 2434.463623
	Iteration 8Q: 3 clusters Score -396699.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -396717.437500 Penalty: 2434.463623
	Iteration 9Q: 3 clusters Score -396717.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -396733.781250 Penalty: 2434.463623
	Iteration 10Q: 3 clusters Score -396733.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -396747.656250 Penalty: 2434.463623
	Iteration 11Q: 3 clusters Score -396747.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -396758.687500 Penalty: 2434.463623
	Iteration 12Q: 3 clusters Score -396758.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -396770.843750 Penalty: 2434.463623
	Iteration 13Q: 3 clusters Score -396770.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -396783.656250 Penalty: 2434.463623
	Iteration 14Q: 3 clusters Score -396783.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -396801.937500 Penalty: 2434.463623
	Iteration 15Q: 3 clusters Score -396801.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -396817.562500 Penalty: 2434.463623
	Iteration 16Q: 3 clusters Score -396817.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -396831.875000 Penalty: 2434.463623
	Iteration 17Q: 3 clusters Score -396831.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -396849.562500 Penalty: 2434.463623
	Iteration 18Q: 3 clusters Score -396849.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -396872.312500 Penalty: 2434.463623
	Iteration 19Q: 3 clusters Score -396872.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -396898.437500 Penalty: 2434.463623
	Iteration 20F: 3 clusters Score -396898.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -396924.500000 Penalty: 2434.463623
	Iteration 21Q: 3 clusters Score -396924.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -396942.718750 Penalty: 2434.463623
	Iteration 22Q: 3 clusters Score -396942.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -396964.218750 Penalty: 2434.463623
	Iteration 23Q: 3 clusters Score -396964.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -396981.656250 Penalty: 2434.463623
	Iteration 24Q: 3 clusters Score -396981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -396993.656250 Penalty: 2434.463623
	Iteration 25Q: 3 clusters Score -396993.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -397007.593750 Penalty: 2434.463623
	Iteration 26Q: 3 clusters Score -397007.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -397020.906250 Penalty: 2434.463623
	Iteration 27Q: 3 clusters Score -397020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -397032.875000 Penalty: 2434.463623
	Iteration 28Q: 3 clusters Score -397032.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -397044.312500 Penalty: 2434.463623
	Iteration 29Q: 3 clusters Score -397044.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -397057.500000 Penalty: 2434.463623
	Iteration 30Q: 3 clusters Score -397057.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -397074.406250 Penalty: 2434.463623
	Iteration 31Q: 3 clusters Score -397074.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -397092.500000 Penalty: 2434.463623
	Iteration 32Q: 3 clusters Score -397092.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -397111.093750 Penalty: 2434.463623
	Iteration 33Q: 3 clusters Score -397111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -397121.562500 Penalty: 2434.463623
	Iteration 34Q: 3 clusters Score -397121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -397127.218750 Penalty: 2434.463623
	Iteration 35Q: 3 clusters Score -397127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -397132.625000 Penalty: 2434.463623
	Iteration 36Q: 3 clusters Score -397132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -397140.718750 Penalty: 2434.463623
	Iteration 37Q: 3 clusters Score -397140.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -397149.187500 Penalty: 2434.463623
	Iteration 38Q: 3 clusters Score -397149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -397153.906250 Penalty: 2434.463623
	Iteration 39Q: 3 clusters Score -397153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -397160.000000 Penalty: 2434.463623
	Iteration 40F: 3 clusters Score -397160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -397168.468750 Penalty: 2434.463623
	Iteration 41Q: 3 clusters Score -397168.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -397178.718750 Penalty: 2434.463623
	Iteration 42Q: 3 clusters Score -397178.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -397188.375000 Penalty: 2434.463623
	Iteration 43Q: 3 clusters Score -397188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -397195.656250 Penalty: 2434.463623
	Iteration 44Q: 3 clusters Score -397195.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -397201.312500 Penalty: 2434.463623
	Iteration 45Q: 3 clusters Score -397201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -397204.781250 Penalty: 2434.463623
	Iteration 46Q: 3 clusters Score -397204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -397207.343750 Penalty: 2434.463623
	Iteration 47Q: 3 clusters Score -397207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -397208.218750 Penalty: 2434.463623
	Iteration 48Q: 3 clusters Score -397208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -397209.250000 Penalty: 2434.463623
	Iteration 49Q: 3 clusters Score -397209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -397209.250000 Penalty: 2434.463623
	Iteration 50F: 3 clusters Score -397209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -19015.306641 Penalty: 778.388977
	Iteration 0F: 2 clusters Score -19015.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18442.691406 Penalty: 1556.777954
	Iteration 0F: 3 clusters Score -18442.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18502.058594 Penalty: 1556.777954
	Iteration 1F: 3 clusters Score -18502.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18515.035156 Penalty: 1556.777954
	Iteration 2Q: 3 clusters Score -18515.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18528.460938 Penalty: 1556.777954
	Iteration 3Q: 3 clusters Score -18528.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18528.460938 Penalty: 1556.777954
	Iteration 4F: 3 clusters Score -18528.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -680845.812500 Penalty: 1299.054565
	Iteration 0F: 2 clusters Score -680845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -676490.000000 Penalty: 2598.109131
	Iteration 0F: 3 clusters Score -676490 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -677847.312500 Penalty: 2598.109131
	Iteration 1F: 3 clusters Score -677847.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -678080.500000 Penalty: 2598.109131
	Iteration 2F: 3 clusters Score -678080.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -678232.187500 Penalty: 2598.109131
	Iteration 3Q: 3 clusters Score -678232.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -678363.062500 Penalty: 2598.109131
	Iteration 4Q: 3 clusters Score -678363.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -678478.812500 Penalty: 2598.109131
	Iteration 5Q: 3 clusters Score -678478.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -678562.562500 Penalty: 2598.109131
	Iteration 6Q: 3 clusters Score -678562.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -678631.562500 Penalty: 2598.109131
	Iteration 7Q: 3 clusters Score -678631.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -678686.562500 Penalty: 2598.109131
	Iteration 8Q: 3 clusters Score -678686.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -678744.250000 Penalty: 2598.109131
	Iteration 9Q: 3 clusters Score -678744.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -678795.812500 Penalty: 2598.109131
	Iteration 10Q: 3 clusters Score -678795.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -678852.875000 Penalty: 2598.109131
	Iteration 11Q: 3 clusters Score -678852.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -678918.812500 Penalty: 2598.109131
	Iteration 12Q: 3 clusters Score -678918.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -678996.937500 Penalty: 2598.109131
	Iteration 13Q: 3 clusters Score -678996.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -679085.125000 Penalty: 2598.109131
	Iteration 14Q: 3 clusters Score -679085.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -679181.875000 Penalty: 2598.109131
	Iteration 15Q: 3 clusters Score -679181.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -679285.312500 Penalty: 2598.109131
	Iteration 16Q: 3 clusters Score -679285.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -679357.937500 Penalty: 2598.109131
	Iteration 17Q: 3 clusters Score -679357.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -679421.312500 Penalty: 2598.109131
	Iteration 18Q: 3 clusters Score -679421.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -679480.000000 Penalty: 2598.109131
	Iteration 19Q: 3 clusters Score -679480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -679529.687500 Penalty: 2598.109131
	Iteration 20F: 3 clusters Score -679529.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -679578.750000 Penalty: 2598.109131
	Iteration 21Q: 3 clusters Score -679578.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -679621.562500 Penalty: 2598.109131
	Iteration 22Q: 3 clusters Score -679621.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -679652.625000 Penalty: 2598.109131
	Iteration 23Q: 3 clusters Score -679652.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -679681.562500 Penalty: 2598.109131
	Iteration 24Q: 3 clusters Score -679681.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -679710.437500 Penalty: 2598.109131
	Iteration 25Q: 3 clusters Score -679710.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -679739.750000 Penalty: 2598.109131
	Iteration 26Q: 3 clusters Score -679739.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -679762.687500 Penalty: 2598.109131
	Iteration 27Q: 3 clusters Score -679762.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -679782.875000 Penalty: 2598.109131
	Iteration 28Q: 3 clusters Score -679782.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -679797.625000 Penalty: 2598.109131
	Iteration 29Q: 3 clusters Score -679797.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -679810.687500 Penalty: 2598.109131
	Iteration 30Q: 3 clusters Score -679810.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -679823.875000 Penalty: 2598.109131
	Iteration 31Q: 3 clusters Score -679823.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -679839.625000 Penalty: 2598.109131
	Iteration 32Q: 3 clusters Score -679839.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -679852.937500 Penalty: 2598.109131
	Iteration 33Q: 3 clusters Score -679852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -679867.125000 Penalty: 2598.109131
	Iteration 34Q: 3 clusters Score -679867.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -679877.625000 Penalty: 2598.109131
	Iteration 35Q: 3 clusters Score -679877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -679883.625000 Penalty: 2598.109131
	Iteration 36Q: 3 clusters Score -679883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -679890.625000 Penalty: 2598.109131
	Iteration 37Q: 3 clusters Score -679890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -679895.062500 Penalty: 2598.109131
	Iteration 38Q: 3 clusters Score -679895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -679902.250000 Penalty: 2598.109131
	Iteration 39Q: 3 clusters Score -679902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -679907.062500 Penalty: 2598.109131
	Iteration 40F: 3 clusters Score -679907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -679911.812500 Penalty: 2598.109131
	Iteration 41Q: 3 clusters Score -679911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -679913.125000 Penalty: 2598.109131
	Iteration 42Q: 3 clusters Score -679913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -679915.875000 Penalty: 2598.109131
	Iteration 43Q: 3 clusters Score -679915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -679917.437500 Penalty: 2598.109131
	Iteration 44Q: 3 clusters Score -679917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -679920.500000 Penalty: 2598.109131
	Iteration 45Q: 3 clusters Score -679920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -679923.062500 Penalty: 2598.109131
	Iteration 46Q: 3 clusters Score -679923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -679930.687500 Penalty: 2598.109131
	Iteration 47Q: 3 clusters Score -679930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -679932.937500 Penalty: 2598.109131
	Iteration 48Q: 3 clusters Score -679932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -679936.500000 Penalty: 2598.109131
	Iteration 49Q: 3 clusters Score -679936.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -679939.875000 Penalty: 2598.109131
	Iteration 50Q: 3 clusters Score -679939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -679941.187500 Penalty: 2598.109131
	Iteration 51Q: 3 clusters Score -679941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -679944.250000 Penalty: 2598.109131
	Iteration 52Q: 3 clusters Score -679944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -679945.000000 Penalty: 2598.109131
	Iteration 53Q: 3 clusters Score -679945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -679946.812500 Penalty: 2598.109131
	Iteration 54Q: 3 clusters Score -679946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -679946.687500 Penalty: 2598.109131
	Iteration 55Q: 3 clusters Score -679946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -679946.312500 Penalty: 2598.109131
	Iteration 56Q: 3 clusters Score -679946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -679947.937500 Penalty: 2598.109131
	Iteration 57Q: 3 clusters Score -679947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -679948.375000 Penalty: 2598.109131
	Iteration 58Q: 3 clusters Score -679948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -679947.812500 Penalty: 2598.109131
	Iteration 59Q: 3 clusters Score -679947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -679948.500000 Penalty: 2598.109131
	Iteration 60F: 3 clusters Score -679948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -679948.875000 Penalty: 2598.109131
	Iteration 61Q: 3 clusters Score -679948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -679948.875000 Penalty: 2598.109131
	Iteration 62F: 3 clusters Score -679948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -129656.539062 Penalty: 1073.955566
	Iteration 0F: 2 clusters Score -129656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128183.898438 Penalty: 2147.911133
	Iteration 0F: 3 clusters Score -128183.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128547.875000 Penalty: 2147.911133
	Iteration 1F: 3 clusters Score -128547.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128680.773438 Penalty: 2147.911133
	Iteration 2F: 3 clusters Score -128680.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128771.507812 Penalty: 2147.911133
	Iteration 3Q: 3 clusters Score -128771.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128871.906250 Penalty: 2147.911133
	Iteration 4Q: 3 clusters Score -128871.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128974.718750 Penalty: 2147.911133
	Iteration 5Q: 3 clusters Score -128974.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129060.882812 Penalty: 2147.911133
	Iteration 6Q: 3 clusters Score -129060.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -129154.000000 Penalty: 2147.911133
	Iteration 7Q: 3 clusters Score -129154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129223.656250 Penalty: 2147.911133
	Iteration 8Q: 3 clusters Score -129223.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129268.460938 Penalty: 2147.911133
	Iteration 9Q: 3 clusters Score -129268.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129312.343750 Penalty: 2147.911133
	Iteration 10Q: 3 clusters Score -129312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -129345.585938 Penalty: 2147.911133
	Iteration 11Q: 3 clusters Score -129345.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129378.804688 Penalty: 2147.911133
	Iteration 12Q: 3 clusters Score -129378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129401.828125 Penalty: 2147.911133
	Iteration 13Q: 3 clusters Score -129401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129411.023438 Penalty: 2147.911133
	Iteration 14Q: 3 clusters Score -129411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129416.242188 Penalty: 2147.911133
	Iteration 15Q: 3 clusters Score -129416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129416.789062 Penalty: 2147.911133
	Iteration 16Q: 3 clusters Score -129416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129417.085938 Penalty: 2147.911133
	Iteration 17Q: 3 clusters Score -129417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129417.085938 Penalty: 2147.911133
	Iteration 18F: 3 clusters Score -129417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Entering Unmasked Estep 
Score: -7487357.000000 Penalty: 1653.689941
	Iteration 0F: 2 clusters Score -7487357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7443853.000000 Penalty: 3307.379883
	Iteration 0F: 3 clusters Score -7443853 nChanged 31297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -7461599.000000 Penalty: 3307.379883
	Iteration 1F: 3 clusters Score -7461599 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -7462298.500000 Penalty: 3307.379883
	Iteration 2Q: 3 clusters Score -7462298 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7463125.000000 Penalty: 3307.379883
	Iteration 3Q: 3 clusters Score -7463125 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -7464109.000000 Penalty: 3307.379883
	Iteration 4Q: 3 clusters Score -7464109 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7465563.000000 Penalty: 3307.379883
	Iteration 5Q: 3 clusters Score -7465563 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -7467391.000000 Penalty: 3307.379883
	Iteration 6F: 3 clusters Score -7467391 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -7469915.000000 Penalty: 3307.379883
	Iteration 7F: 3 clusters Score -7469915 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -7473049.500000 Penalty: 3307.379883
	Iteration 8F: 3 clusters Score -7473050 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7475945.000000 Penalty: 3307.379883
	Iteration 9F: 3 clusters Score -7475945 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -7478606.000000 Penalty: 3307.379883
	Iteration 10F: 3 clusters Score -7478606 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -7480470.000000 Penalty: 3307.379883
	Iteration 11Q: 3 clusters Score -7480470 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -7481579.000000 Penalty: 3307.379883
	Iteration 12Q: 3 clusters Score -7481579 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -7482177.000000 Penalty: 3307.379883
	Iteration 13Q: 3 clusters Score -7482177 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7482666.500000 Penalty: 3307.379883
	Iteration 14Q: 3 clusters Score -7482666 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -7483007.000000 Penalty: 3307.379883
	Iteration 15Q: 3 clusters Score -7483007 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -7483340.000000 Penalty: 3307.379883
	Iteration 16Q: 3 clusters Score -7483340 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -7483675.000000 Penalty: 3307.379883
	Iteration 17Q: 3 clusters Score -7483675 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -7483969.500000 Penalty: 3307.379883
	Iteration 18Q: 3 clusters Score -7483970 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -7484274.000000 Penalty: 3307.379883
	Iteration 19Q: 3 clusters Score -7484274 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -7484551.000000 Penalty: 3307.379883
	Iteration 20F: 3 clusters Score -7484551 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -7484786.000000 Penalty: 3307.379883
	Iteration 21Q: 3 clusters Score -7484786 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -7484962.000000 Penalty: 3307.379883
	Iteration 22Q: 3 clusters Score -7484962 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -7485165.000000 Penalty: 3307.379883
	Iteration 23Q: 3 clusters Score -7485165 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7485333.000000 Penalty: 3307.379883
	Iteration 24Q: 3 clusters Score -7485333 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7485483.500000 Penalty: 3307.379883
	Iteration 25Q: 3 clusters Score -7485484 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -7485585.000000 Penalty: 3307.379883
	Iteration 26Q: 3 clusters Score -7485585 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -7485656.000000 Penalty: 3307.379883
	Iteration 27Q: 3 clusters Score -7485656 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -7485720.000000 Penalty: 3307.379883
	Iteration 28Q: 3 clusters Score -7485720 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7485769.500000 Penalty: 3307.379883
	Iteration 29Q: 3 clusters Score -7485770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7485847.000000 Penalty: 3307.379883
	Iteration 30Q: 3 clusters Score -7485847 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7485882.500000 Penalty: 3307.379883
	Iteration 31Q: 3 clusters Score -7485882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7485958.500000 Penalty: 3307.379883
	Iteration 32Q: 3 clusters Score -7485958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7486032.500000 Penalty: 3307.379883
	Iteration 33Q: 3 clusters Score -7486032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7486087.500000 Penalty: 3307.379883
	Iteration 34Q: 3 clusters Score -7486088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7486135.000000 Penalty: 3307.379883
	Iteration 35Q: 3 clusters Score -7486135 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7486174.000000 Penalty: 3307.379883
	Iteration 36Q: 3 clusters Score -7486174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7486211.000000 Penalty: 3307.379883
	Iteration 37Q: 3 clusters Score -7486211 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7486259.500000 Penalty: 3307.379883
	Iteration 38Q: 3 clusters Score -7486260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7486295.500000 Penalty: 3307.379883
	Iteration 39Q: 3 clusters Score -7486296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7486315.000000 Penalty: 3307.379883
	Iteration 40F: 3 clusters Score -7486315 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7486349.000000 Penalty: 3307.379883
	Iteration 41Q: 3 clusters Score -7486349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7486383.500000 Penalty: 3307.379883
	Iteration 42Q: 3 clusters Score -7486384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7486429.000000 Penalty: 3307.379883
	Iteration 43Q: 3 clusters Score -7486429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7486445.500000 Penalty: 3307.379883
	Iteration 44Q: 3 clusters Score -7486446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7486485.000000 Penalty: 3307.379883
	Iteration 45Q: 3 clusters Score -7486485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7486489.500000 Penalty: 3307.379883
	Iteration 46Q: 3 clusters Score -7486490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7486506.000000 Penalty: 3307.379883
	Iteration 47Q: 3 clusters Score -7486506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7486517.000000 Penalty: 3307.379883
	Iteration 48Q: 3 clusters Score -7486517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7486523.000000 Penalty: 3307.379883
	Iteration 49Q: 3 clusters Score -7486523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7486522.500000 Penalty: 3307.379883
	Iteration 50Q: 3 clusters Score -7486522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7486526.500000 Penalty: 3307.379883
	Iteration 51Q: 3 clusters Score -7486526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7486527.500000 Penalty: 3307.379883
	Iteration 52Q: 3 clusters Score -7486528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7486530.000000 Penalty: 3307.379883
	Iteration 53Q: 3 clusters Score -7486530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7486539.000000 Penalty: 3307.379883
	Iteration 54Q: 3 clusters Score -7486539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7486545.000000 Penalty: 3307.379883
	Iteration 55Q: 3 clusters Score -7486545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7486552.000000 Penalty: 3307.379883
	Iteration 56Q: 3 clusters Score -7486552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7486549.500000 Penalty: 3307.379883
	Iteration 57Q: 3 clusters Score -7486550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7486552.500000 Penalty: 3307.379883
	Iteration 58Q: 3 clusters Score -7486552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7486547.000000 Penalty: 3307.379883
	Iteration 59Q: 3 clusters Score -7486547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7486554.000000 Penalty: 3307.379883
	Iteration 60F: 3 clusters Score -7486554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7486558.000000 Penalty: 3307.379883
	Iteration 61Q: 3 clusters Score -7486558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7486566.500000 Penalty: 3307.379883
	Iteration 62Q: 3 clusters Score -7486566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7486571.000000 Penalty: 3307.379883
	Iteration 63Q: 3 clusters Score -7486571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7486575.000000 Penalty: 3307.379883
	Iteration 64Q: 3 clusters Score -7486575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7486573.000000 Penalty: 3307.379883
	Iteration 65Q: 3 clusters Score -7486573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7486576.000000 Penalty: 3307.379883
	Iteration 66Q: 3 clusters Score -7486576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7486577.500000 Penalty: 3307.379883
	Iteration 67Q: 3 clusters Score -7486578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7486591.500000 Penalty: 3307.379883
	Iteration 68Q: 3 clusters Score -7486592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7486593.500000 Penalty: 3307.379883
	Iteration 69Q: 3 clusters Score -7486594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7486595.000000 Penalty: 3307.379883
	Iteration 70Q: 3 clusters Score -7486595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7486596.000000 Penalty: 3307.379883
	Iteration 71Q: 3 clusters Score -7486596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7486597.000000 Penalty: 3307.379883
	Iteration 72Q: 3 clusters Score -7486597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7486606.500000 Penalty: 3307.379883
	Iteration 73Q: 3 clusters Score -7486606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7486601.000000 Penalty: 3307.379883
	Iteration 74Q: 3 clusters Score -7486601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7486600.500000 Penalty: 3307.379883
	Iteration 75Q: 3 clusters Score -7486600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7486601.000000 Penalty: 3307.379883
	Iteration 76Q: 3 clusters Score -7486601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7486600.500000 Penalty: 3307.379883
	Iteration 77Q: 3 clusters Score -7486600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7486600.000000 Penalty: 3307.379883
	Iteration 78Q: 3 clusters Score -7486600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7486596.000000 Penalty: 3307.379883
	Iteration 79Q: 3 clusters Score -7486596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7486595.500000 Penalty: 3307.379883
	Iteration 80F: 3 clusters Score -7486596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7486601.000000 Penalty: 3307.379883
	Iteration 81Q: 3 clusters Score -7486601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7486609.500000 Penalty: 3307.379883
	Iteration 82Q: 3 clusters Score -7486610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7486613.500000 Penalty: 3307.379883
	Iteration 83Q: 3 clusters Score -7486614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7486612.500000 Penalty: 3307.379883
	Iteration 84Q: 3 clusters Score -7486612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7486609.000000 Penalty: 3307.379883
	Iteration 85Q: 3 clusters Score -7486609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7486609.000000 Penalty: 3307.379883
	Iteration 86Q: 3 clusters Score -7486609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7486609.500000 Penalty: 3307.379883
	Iteration 87Q: 3 clusters Score -7486610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7486615.000000 Penalty: 3307.379883
	Iteration 88Q: 3 clusters Score -7486615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7486609.000000 Penalty: 3307.379883
	Iteration 89Q: 3 clusters Score -7486609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7486627.000000 Penalty: 3307.379883
	Iteration 90Q: 3 clusters Score -7486627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7486620.000000 Penalty: 3307.379883
	Iteration 91Q: 3 clusters Score -7486620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7486626.000000 Penalty: 3307.379883
	Iteration 92Q: 3 clusters Score -7486626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7486623.000000 Penalty: 3307.379883
	Iteration 93Q: 3 clusters Score -7486623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7486622.500000 Penalty: 3307.379883
	Iteration 94Q: 3 clusters Score -7486622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7486626.000000 Penalty: 3307.379883
	Iteration 95Q: 3 clusters Score -7486626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7486627.000000 Penalty: 3307.379883
	Iteration 96Q: 3 clusters Score -7486627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7486629.000000 Penalty: 3307.379883
	Iteration 97Q: 3 clusters Score -7486629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7486627.500000 Penalty: 3307.379883
	Iteration 98Q: 3 clusters Score -7486628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7486632.500000 Penalty: 3307.379883
	Iteration 99Q: 3 clusters Score -7486632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7486632.000000 Penalty: 3307.379883
	Iteration 100F: 3 clusters Score -7486632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7486635.000000 Penalty: 3307.379883
	Iteration 101Q: 3 clusters Score -7486635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7486635.000000 Penalty: 3307.379883
	Iteration 102F: 3 clusters Score -7486635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -41592.988281 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -41592.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40728.429688 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -40728.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40885.136719 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -40885.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40927.656250 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -40927.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40944.171875 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -40944.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40952.113281 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -40952.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40962.027344 Penalty: 1823.356323
	Iteration 5Q: 3 clusters Score -40962.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40965.109375 Penalty: 1823.356323
	Iteration 6Q: 3 clusters Score -40965.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40966.410156 Penalty: 1823.356323
	Iteration 7Q: 3 clusters Score -40966.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40966.410156 Penalty: 1823.356323
	Iteration 8F: 3 clusters Score -40966.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -546261.375000 Penalty: 1268.484863
	Iteration 0F: 2 clusters Score -546261.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -542550.500000 Penalty: 2536.969727
	Iteration 0F: 3 clusters Score -542550.5 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -543611.562500 Penalty: 2536.969727
	Iteration 1F: 3 clusters Score -543611.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -543843.500000 Penalty: 2536.969727
	Iteration 2F: 3 clusters Score -543843.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -544012.625000 Penalty: 2536.969727
	Iteration 3F: 3 clusters Score -544012.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -544120.562500 Penalty: 2536.969727
	Iteration 4Q: 3 clusters Score -544120.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -544190.875000 Penalty: 2536.969727
	Iteration 5Q: 3 clusters Score -544190.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -544260.437500 Penalty: 2536.969727
	Iteration 6Q: 3 clusters Score -544260.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -544315.562500 Penalty: 2536.969727
	Iteration 7Q: 3 clusters Score -544315.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -544381.375000 Penalty: 2536.969727
	Iteration 8Q: 3 clusters Score -544381.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -544444.125000 Penalty: 2536.969727
	Iteration 9Q: 3 clusters Score -544444.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -544511.062500 Penalty: 2536.969727
	Iteration 10Q: 3 clusters Score -544511.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -544560.312500 Penalty: 2536.969727
	Iteration 11Q: 3 clusters Score -544560.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -544610.312500 Penalty: 2536.969727
	Iteration 12Q: 3 clusters Score -544610.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -544663.875000 Penalty: 2536.969727
	Iteration 13Q: 3 clusters Score -544663.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -544726.937500 Penalty: 2536.969727
	Iteration 14Q: 3 clusters Score -544726.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -544793.125000 Penalty: 2536.969727
	Iteration 15Q: 3 clusters Score -544793.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -544848.000000 Penalty: 2536.969727
	Iteration 16Q: 3 clusters Score -544848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -544892.250000 Penalty: 2536.969727
	Iteration 17Q: 3 clusters Score -544892.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -544944.812500 Penalty: 2536.969727
	Iteration 18Q: 3 clusters Score -544944.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -545003.937500 Penalty: 2536.969727
	Iteration 19Q: 3 clusters Score -545003.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -545044.437500 Penalty: 2536.969727
	Iteration 20F: 3 clusters Score -545044.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -545078.500000 Penalty: 2536.969727
	Iteration 21Q: 3 clusters Score -545078.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -545108.250000 Penalty: 2536.969727
	Iteration 22Q: 3 clusters Score -545108.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -545129.937500 Penalty: 2536.969727
	Iteration 23Q: 3 clusters Score -545129.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -545151.000000 Penalty: 2536.969727
	Iteration 24Q: 3 clusters Score -545151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -545167.312500 Penalty: 2536.969727
	Iteration 25Q: 3 clusters Score -545167.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -545182.000000 Penalty: 2536.969727
	Iteration 26Q: 3 clusters Score -545182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -545199.000000 Penalty: 2536.969727
	Iteration 27Q: 3 clusters Score -545199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -545212.562500 Penalty: 2536.969727
	Iteration 28Q: 3 clusters Score -545212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -545220.812500 Penalty: 2536.969727
	Iteration 29Q: 3 clusters Score -545220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -545232.187500 Penalty: 2536.969727
	Iteration 30Q: 3 clusters Score -545232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -545237.562500 Penalty: 2536.969727
	Iteration 31Q: 3 clusters Score -545237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -545243.187500 Penalty: 2536.969727
	Iteration 32Q: 3 clusters Score -545243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -545251.187500 Penalty: 2536.969727
	Iteration 33Q: 3 clusters Score -545251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -545255.250000 Penalty: 2536.969727
	Iteration 34Q: 3 clusters Score -545255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -545260.375000 Penalty: 2536.969727
	Iteration 35Q: 3 clusters Score -545260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -545263.437500 Penalty: 2536.969727
	Iteration 36Q: 3 clusters Score -545263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -545267.812500 Penalty: 2536.969727
	Iteration 37Q: 3 clusters Score -545267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -545270.687500 Penalty: 2536.969727
	Iteration 38Q: 3 clusters Score -545270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -545274.937500 Penalty: 2536.969727
	Iteration 39Q: 3 clusters Score -545274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -545279.812500 Penalty: 2536.969727
	Iteration 40F: 3 clusters Score -545279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -545282.937500 Penalty: 2536.969727
	Iteration 41Q: 3 clusters Score -545282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -545284.375000 Penalty: 2536.969727
	Iteration 42Q: 3 clusters Score -545284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -545285.187500 Penalty: 2536.969727
	Iteration 43Q: 3 clusters Score -545285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -545286.250000 Penalty: 2536.969727
	Iteration 44Q: 3 clusters Score -545286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -545286.250000 Penalty: 2536.969727
	Iteration 45F: 3 clusters Score -545286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -683666.000000 Penalty: 1301.605957
	Iteration 0F: 2 clusters Score -683666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -679210.687500 Penalty: 2603.211914
	Iteration 0F: 3 clusters Score -679210.7 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -680541.812500 Penalty: 2603.211914
	Iteration 1F: 3 clusters Score -680541.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -680823.250000 Penalty: 2603.211914
	Iteration 2F: 3 clusters Score -680823.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -681075.750000 Penalty: 2603.211914
	Iteration 3F: 3 clusters Score -681075.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -681292.687500 Penalty: 2603.211914
	Iteration 4F: 3 clusters Score -681292.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -681482.312500 Penalty: 2603.211914
	Iteration 5Q: 3 clusters Score -681482.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -681645.437500 Penalty: 2603.211914
	Iteration 6Q: 3 clusters Score -681645.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -681807.000000 Penalty: 2603.211914
	Iteration 7Q: 3 clusters Score -681807 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -681963.750000 Penalty: 2603.211914
	Iteration 8Q: 3 clusters Score -681963.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -682110.937500 Penalty: 2603.211914
	Iteration 9Q: 3 clusters Score -682110.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -682246.437500 Penalty: 2603.211914
	Iteration 10Q: 3 clusters Score -682246.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -682384.312500 Penalty: 2603.211914
	Iteration 11Q: 3 clusters Score -682384.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -682512.500000 Penalty: 2603.211914
	Iteration 12Q: 3 clusters Score -682512.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -682629.875000 Penalty: 2603.211914
	Iteration 13Q: 3 clusters Score -682629.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -682715.187500 Penalty: 2603.211914
	Iteration 14Q: 3 clusters Score -682715.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -682789.750000 Penalty: 2603.211914
	Iteration 15Q: 3 clusters Score -682789.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -682845.750000 Penalty: 2603.211914
	Iteration 16Q: 3 clusters Score -682845.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -682890.375000 Penalty: 2603.211914
	Iteration 17Q: 3 clusters Score -682890.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -682926.375000 Penalty: 2603.211914
	Iteration 18Q: 3 clusters Score -682926.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -682947.250000 Penalty: 2603.211914
	Iteration 19Q: 3 clusters Score -682947.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -682959.812500 Penalty: 2603.211914
	Iteration 20F: 3 clusters Score -682959.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -682968.062500 Penalty: 2603.211914
	Iteration 21Q: 3 clusters Score -682968.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -682975.625000 Penalty: 2603.211914
	Iteration 22Q: 3 clusters Score -682975.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -682980.437500 Penalty: 2603.211914
	Iteration 23Q: 3 clusters Score -682980.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -682988.687500 Penalty: 2603.211914
	Iteration 24Q: 3 clusters Score -682988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -682993.687500 Penalty: 2603.211914
	Iteration 25Q: 3 clusters Score -682993.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -682996.500000 Penalty: 2603.211914
	Iteration 26Q: 3 clusters Score -682996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -683002.125000 Penalty: 2603.211914
	Iteration 27Q: 3 clusters Score -683002.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -683008.062500 Penalty: 2603.211914
	Iteration 28Q: 3 clusters Score -683008.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -683012.625000 Penalty: 2603.211914
	Iteration 29Q: 3 clusters Score -683012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -683015.187500 Penalty: 2603.211914
	Iteration 30Q: 3 clusters Score -683015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -683018.375000 Penalty: 2603.211914
	Iteration 31Q: 3 clusters Score -683018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -683019.937500 Penalty: 2603.211914
	Iteration 32Q: 3 clusters Score -683019.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -683022.437500 Penalty: 2603.211914
	Iteration 33Q: 3 clusters Score -683022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -683022.937500 Penalty: 2603.211914
	Iteration 34Q: 3 clusters Score -683022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -683024.812500 Penalty: 2603.211914
	Iteration 35Q: 3 clusters Score -683024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -683025.625000 Penalty: 2603.211914
	Iteration 36Q: 3 clusters Score -683025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -683026.562500 Penalty: 2603.211914
	Iteration 37Q: 3 clusters Score -683026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -683031.812500 Penalty: 2603.211914
	Iteration 38Q: 3 clusters Score -683031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -683034.250000 Penalty: 2603.211914
	Iteration 39Q: 3 clusters Score -683034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -683034.125000 Penalty: 2603.211914
	Iteration 40F: 3 clusters Score -683034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -683035.125000 Penalty: 2603.211914
	Iteration 41Q: 3 clusters Score -683035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -683036.875000 Penalty: 2603.211914
	Iteration 42Q: 3 clusters Score -683036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -683037.125000 Penalty: 2603.211914
	Iteration 43Q: 3 clusters Score -683037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -683039.250000 Penalty: 2603.211914
	Iteration 44Q: 3 clusters Score -683039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -683040.625000 Penalty: 2603.211914
	Iteration 45Q: 3 clusters Score -683040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -683042.312500 Penalty: 2603.211914
	Iteration 46Q: 3 clusters Score -683042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -683043.937500 Penalty: 2603.211914
	Iteration 47Q: 3 clusters Score -683043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -683044.000000 Penalty: 2603.211914
	Iteration 48Q: 3 clusters Score -683044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -683044.625000 Penalty: 2603.211914
	Iteration 49Q: 3 clusters Score -683044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -683043.937500 Penalty: 2603.211914
	Iteration 50Q: 3 clusters Score -683043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -683044.312500 Penalty: 2603.211914
	Iteration 51Q: 3 clusters Score -683044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -683044.312500 Penalty: 2603.211914
	Iteration 52F: 3 clusters Score -683044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Entering Unmasked Estep 
Score: -897743.187500 Penalty: 1333.699097
	Iteration 0F: 2 clusters Score -897743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -892324.250000 Penalty: 2667.398193
	Iteration 0F: 3 clusters Score -892324.2 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -893959.875000 Penalty: 2667.398193
	Iteration 1F: 3 clusters Score -893959.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -894208.875000 Penalty: 2667.398193
	Iteration 2F: 3 clusters Score -894208.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -894387.875000 Penalty: 2667.398193
	Iteration 3Q: 3 clusters Score -894387.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -894546.062500 Penalty: 2667.398193
	Iteration 4Q: 3 clusters Score -894546.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -894679.375000 Penalty: 2667.398193
	Iteration 5Q: 3 clusters Score -894679.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -894800.187500 Penalty: 2667.398193
	Iteration 6Q: 3 clusters Score -894800.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -894913.062500 Penalty: 2667.398193
	Iteration 7Q: 3 clusters Score -894913.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -895012.500000 Penalty: 2667.398193
	Iteration 8Q: 3 clusters Score -895012.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -895108.312500 Penalty: 2667.398193
	Iteration 9Q: 3 clusters Score -895108.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -895236.812500 Penalty: 2667.398193
	Iteration 10Q: 3 clusters Score -895236.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -895357.812500 Penalty: 2667.398193
	Iteration 11Q: 3 clusters Score -895357.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -895498.687500 Penalty: 2667.398193
	Iteration 12Q: 3 clusters Score -895498.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -895673.562500 Penalty: 2667.398193
	Iteration 13Q: 3 clusters Score -895673.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -895850.562500 Penalty: 2667.398193
	Iteration 14Q: 3 clusters Score -895850.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -896009.312500 Penalty: 2667.398193
	Iteration 15Q: 3 clusters Score -896009.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -896161.875000 Penalty: 2667.398193
	Iteration 16Q: 3 clusters Score -896161.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -896298.750000 Penalty: 2667.398193
	Iteration 17Q: 3 clusters Score -896298.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -896402.500000 Penalty: 2667.398193
	Iteration 18Q: 3 clusters Score -896402.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -896478.687500 Penalty: 2667.398193
	Iteration 19Q: 3 clusters Score -896478.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -896530.062500 Penalty: 2667.398193
	Iteration 20F: 3 clusters Score -896530.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -896557.125000 Penalty: 2667.398193
	Iteration 21Q: 3 clusters Score -896557.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -896595.750000 Penalty: 2667.398193
	Iteration 22Q: 3 clusters Score -896595.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -896615.187500 Penalty: 2667.398193
	Iteration 23Q: 3 clusters Score -896615.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -896639.687500 Penalty: 2667.398193
	Iteration 24Q: 3 clusters Score -896639.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -896655.812500 Penalty: 2667.398193
	Iteration 25Q: 3 clusters Score -896655.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -896671.000000 Penalty: 2667.398193
	Iteration 26Q: 3 clusters Score -896671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -896687.750000 Penalty: 2667.398193
	Iteration 27Q: 3 clusters Score -896687.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -896705.125000 Penalty: 2667.398193
	Iteration 28Q: 3 clusters Score -896705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -896717.375000 Penalty: 2667.398193
	Iteration 29Q: 3 clusters Score -896717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -896728.875000 Penalty: 2667.398193
	Iteration 30Q: 3 clusters Score -896728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -896733.000000 Penalty: 2667.398193
	Iteration 31Q: 3 clusters Score -896733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -896735.500000 Penalty: 2667.398193
	Iteration 32Q: 3 clusters Score -896735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -896744.250000 Penalty: 2667.398193
	Iteration 33Q: 3 clusters Score -896744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -896746.500000 Penalty: 2667.398193
	Iteration 34Q: 3 clusters Score -896746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -896748.062500 Penalty: 2667.398193
	Iteration 35Q: 3 clusters Score -896748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -896749.562500 Penalty: 2667.398193
	Iteration 36Q: 3 clusters Score -896749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -896749.875000 Penalty: 2667.398193
	Iteration 37Q: 3 clusters Score -896749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -896752.500000 Penalty: 2667.398193
	Iteration 38Q: 3 clusters Score -896752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -896753.312500 Penalty: 2667.398193
	Iteration 39Q: 3 clusters Score -896753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -896753.312500 Penalty: 2667.398193
	Iteration 40F: 3 clusters Score -896753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Entering Unmasked Estep 
Score: -2075543.375000 Penalty: 1453.309692
	Iteration 0F: 2 clusters Score -2075543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2064155.250000 Penalty: 2906.619385
	Iteration 0F: 3 clusters Score -2064155 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2068269.000000 Penalty: 2906.619385
	Iteration 1F: 3 clusters Score -2068269 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2068635.125000 Penalty: 2906.619385
	Iteration 2F: 3 clusters Score -2068635 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2068932.625000 Penalty: 2906.619385
	Iteration 3Q: 3 clusters Score -2068933 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2069236.250000 Penalty: 2906.619385
	Iteration 4Q: 3 clusters Score -2069236 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2069561.750000 Penalty: 2906.619385
	Iteration 5Q: 3 clusters Score -2069562 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2069896.625000 Penalty: 2906.619385
	Iteration 6Q: 3 clusters Score -2069897 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2070268.625000 Penalty: 2906.619385
	Iteration 7Q: 3 clusters Score -2070269 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2070652.250000 Penalty: 2906.619385
	Iteration 8Q: 3 clusters Score -2070652 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2071022.500000 Penalty: 2906.619385
	Iteration 9Q: 3 clusters Score -2071022 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2071362.000000 Penalty: 2906.619385
	Iteration 10Q: 3 clusters Score -2071362 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2071646.000000 Penalty: 2906.619385
	Iteration 11Q: 3 clusters Score -2071646 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2071868.500000 Penalty: 2906.619385
	Iteration 12Q: 3 clusters Score -2071868 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2072084.625000 Penalty: 2906.619385
	Iteration 13Q: 3 clusters Score -2072085 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2072264.625000 Penalty: 2906.619385
	Iteration 14Q: 3 clusters Score -2072265 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2072442.125000 Penalty: 2906.619385
	Iteration 15Q: 3 clusters Score -2072442 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2072601.625000 Penalty: 2906.619385
	Iteration 16Q: 3 clusters Score -2072602 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2072753.375000 Penalty: 2906.619385
	Iteration 17Q: 3 clusters Score -2072753 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2072904.750000 Penalty: 2906.619385
	Iteration 18Q: 3 clusters Score -2072905 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2073030.250000 Penalty: 2906.619385
	Iteration 19Q: 3 clusters Score -2073030 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2073183.625000 Penalty: 2906.619385
	Iteration 20F: 3 clusters Score -2073184 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2073320.875000 Penalty: 2906.619385
	Iteration 21Q: 3 clusters Score -2073321 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2073458.250000 Penalty: 2906.619385
	Iteration 22Q: 3 clusters Score -2073458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2073590.375000 Penalty: 2906.619385
	Iteration 23Q: 3 clusters Score -2073590 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2073685.750000 Penalty: 2906.619385
	Iteration 24Q: 3 clusters Score -2073686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2073782.250000 Penalty: 2906.619385
	Iteration 25Q: 3 clusters Score -2073782 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2073856.500000 Penalty: 2906.619385
	Iteration 26Q: 3 clusters Score -2073856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2073922.250000 Penalty: 2906.619385
	Iteration 27Q: 3 clusters Score -2073922 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2073992.000000 Penalty: 2906.619385
	Iteration 28Q: 3 clusters Score -2073992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2074046.375000 Penalty: 2906.619385
	Iteration 29Q: 3 clusters Score -2074046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2074106.875000 Penalty: 2906.619385
	Iteration 30Q: 3 clusters Score -2074107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2074155.750000 Penalty: 2906.619385
	Iteration 31Q: 3 clusters Score -2074156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2074212.125000 Penalty: 2906.619385
	Iteration 32Q: 3 clusters Score -2074212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2074250.000000 Penalty: 2906.619385
	Iteration 33Q: 3 clusters Score -2074250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2074289.250000 Penalty: 2906.619385
	Iteration 34Q: 3 clusters Score -2074289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2074322.000000 Penalty: 2906.619385
	Iteration 35Q: 3 clusters Score -2074322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2074341.500000 Penalty: 2906.619385
	Iteration 36Q: 3 clusters Score -2074342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2074360.375000 Penalty: 2906.619385
	Iteration 37Q: 3 clusters Score -2074360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2074370.375000 Penalty: 2906.619385
	Iteration 38Q: 3 clusters Score -2074370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2074378.750000 Penalty: 2906.619385
	Iteration 39Q: 3 clusters Score -2074379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2074384.500000 Penalty: 2906.619385
	Iteration 40F: 3 clusters Score -2074384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2074388.000000 Penalty: 2906.619385
	Iteration 41Q: 3 clusters Score -2074388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2074395.500000 Penalty: 2906.619385
	Iteration 42Q: 3 clusters Score -2074396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2074400.125000 Penalty: 2906.619385
	Iteration 43Q: 3 clusters Score -2074400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2074401.750000 Penalty: 2906.619385
	Iteration 44Q: 3 clusters Score -2074402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2074400.000000 Penalty: 2906.619385
	Iteration 45Q: 3 clusters Score -2074400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2074400.375000 Penalty: 2906.619385
	Iteration 46Q: 3 clusters Score -2074400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2074402.375000 Penalty: 2906.619385
	Iteration 47Q: 3 clusters Score -2074402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2074402.375000 Penalty: 2906.619385
	Iteration 48F: 3 clusters Score -2074402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1001045.000000 Penalty: 1354.589355
	Iteration 0F: 2 clusters Score -1001045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -994984.750000 Penalty: 2709.178711
	Iteration 0F: 3 clusters Score -994984.8 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -997050.562500 Penalty: 2709.178711
	Iteration 1F: 3 clusters Score -997050.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -997494.937500 Penalty: 2709.178711
	Iteration 2F: 3 clusters Score -997494.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -997845.750000 Penalty: 2709.178711
	Iteration 3F: 3 clusters Score -997845.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -998101.187500 Penalty: 2709.178711
	Iteration 4Q: 3 clusters Score -998101.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -998391.375000 Penalty: 2709.178711
	Iteration 5Q: 3 clusters Score -998391.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -998659.187500 Penalty: 2709.178711
	Iteration 6Q: 3 clusters Score -998659.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -998882.062500 Penalty: 2709.178711
	Iteration 7Q: 3 clusters Score -998882.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -999072.437500 Penalty: 2709.178711
	Iteration 8Q: 3 clusters Score -999072.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -999240.250000 Penalty: 2709.178711
	Iteration 9Q: 3 clusters Score -999240.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -999404.062500 Penalty: 2709.178711
	Iteration 10Q: 3 clusters Score -999404.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -999554.687500 Penalty: 2709.178711
	Iteration 11Q: 3 clusters Score -999554.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -999703.437500 Penalty: 2709.178711
	Iteration 12Q: 3 clusters Score -999703.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -999799.500000 Penalty: 2709.178711
	Iteration 13Q: 3 clusters Score -999799.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -999874.562500 Penalty: 2709.178711
	Iteration 14Q: 3 clusters Score -999874.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -999924.562500 Penalty: 2709.178711
	Iteration 15Q: 3 clusters Score -999924.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -999959.437500 Penalty: 2709.178711
	Iteration 16Q: 3 clusters Score -999959.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -999979.750000 Penalty: 2709.178711
	Iteration 17Q: 3 clusters Score -999979.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -999998.375000 Penalty: 2709.178711
	Iteration 18Q: 3 clusters Score -999998.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1000015.562500 Penalty: 2709.178711
	Iteration 19Q: 3 clusters Score -1000016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1000023.062500 Penalty: 2709.178711
	Iteration 20F: 3 clusters Score -1000023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1000031.562500 Penalty: 2709.178711
	Iteration 21Q: 3 clusters Score -1000032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1000036.562500 Penalty: 2709.178711
	Iteration 22Q: 3 clusters Score -1000037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1000040.187500 Penalty: 2709.178711
	Iteration 23Q: 3 clusters Score -1000040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1000049.187500 Penalty: 2709.178711
	Iteration 24Q: 3 clusters Score -1000049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1000053.125000 Penalty: 2709.178711
	Iteration 25Q: 3 clusters Score -1000053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1000054.250000 Penalty: 2709.178711
	Iteration 26Q: 3 clusters Score -1000054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1000055.312500 Penalty: 2709.178711
	Iteration 27Q: 3 clusters Score -1000055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1000056.812500 Penalty: 2709.178711
	Iteration 28Q: 3 clusters Score -1000057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1000056.812500 Penalty: 2709.178711
	Iteration 29F: 3 clusters Score -1000057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Entering Unmasked Estep 
Score: -1226558.250000 Penalty: 1389.943481
	Iteration 0F: 2 clusters Score -1226558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1218981.750000 Penalty: 2779.886963
	Iteration 0F: 3 clusters Score -1218982 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1221541.750000 Penalty: 2779.886963
	Iteration 1F: 3 clusters Score -1221542 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1221955.750000 Penalty: 2779.886963
	Iteration 2F: 3 clusters Score -1221956 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1222260.500000 Penalty: 2779.886963
	Iteration 3F: 3 clusters Score -1222260 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1222514.375000 Penalty: 2779.886963
	Iteration 4Q: 3 clusters Score -1222514 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1222781.125000 Penalty: 2779.886963
	Iteration 5Q: 3 clusters Score -1222781 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1223035.875000 Penalty: 2779.886963
	Iteration 6Q: 3 clusters Score -1223036 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1223268.625000 Penalty: 2779.886963
	Iteration 7Q: 3 clusters Score -1223269 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1223478.875000 Penalty: 2779.886963
	Iteration 8Q: 3 clusters Score -1223479 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1223684.250000 Penalty: 2779.886963
	Iteration 9Q: 3 clusters Score -1223684 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1223874.250000 Penalty: 2779.886963
	Iteration 10Q: 3 clusters Score -1223874 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1224075.625000 Penalty: 2779.886963
	Iteration 11Q: 3 clusters Score -1224076 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1224291.125000 Penalty: 2779.886963
	Iteration 12Q: 3 clusters Score -1224291 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1224477.250000 Penalty: 2779.886963
	Iteration 13Q: 3 clusters Score -1224477 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1224639.250000 Penalty: 2779.886963
	Iteration 14Q: 3 clusters Score -1224639 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1224764.250000 Penalty: 2779.886963
	Iteration 15Q: 3 clusters Score -1224764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1224870.750000 Penalty: 2779.886963
	Iteration 16Q: 3 clusters Score -1224871 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1224965.000000 Penalty: 2779.886963
	Iteration 17Q: 3 clusters Score -1224965 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1225035.500000 Penalty: 2779.886963
	Iteration 18Q: 3 clusters Score -1225036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1225096.500000 Penalty: 2779.886963
	Iteration 19Q: 3 clusters Score -1225096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1225150.125000 Penalty: 2779.886963
	Iteration 20F: 3 clusters Score -1225150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1225195.500000 Penalty: 2779.886963
	Iteration 21Q: 3 clusters Score -1225196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1225227.750000 Penalty: 2779.886963
	Iteration 22Q: 3 clusters Score -1225228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1225255.625000 Penalty: 2779.886963
	Iteration 23Q: 3 clusters Score -1225256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1225277.750000 Penalty: 2779.886963
	Iteration 24Q: 3 clusters Score -1225278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1225301.375000 Penalty: 2779.886963
	Iteration 25Q: 3 clusters Score -1225301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1225327.125000 Penalty: 2779.886963
	Iteration 26Q: 3 clusters Score -1225327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1225342.875000 Penalty: 2779.886963
	Iteration 27Q: 3 clusters Score -1225343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1225355.375000 Penalty: 2779.886963
	Iteration 28Q: 3 clusters Score -1225355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1225373.750000 Penalty: 2779.886963
	Iteration 29Q: 3 clusters Score -1225374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1225388.625000 Penalty: 2779.886963
	Iteration 30Q: 3 clusters Score -1225389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1225403.125000 Penalty: 2779.886963
	Iteration 31Q: 3 clusters Score -1225403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1225418.750000 Penalty: 2779.886963
	Iteration 32Q: 3 clusters Score -1225419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1225429.500000 Penalty: 2779.886963
	Iteration 33Q: 3 clusters Score -1225430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1225437.125000 Penalty: 2779.886963
	Iteration 34Q: 3 clusters Score -1225437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1225453.625000 Penalty: 2779.886963
	Iteration 35Q: 3 clusters Score -1225454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1225468.875000 Penalty: 2779.886963
	Iteration 36Q: 3 clusters Score -1225469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1225487.125000 Penalty: 2779.886963
	Iteration 37Q: 3 clusters Score -1225487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1225499.000000 Penalty: 2779.886963
	Iteration 38Q: 3 clusters Score -1225499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1225505.000000 Penalty: 2779.886963
	Iteration 39Q: 3 clusters Score -1225505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1225509.000000 Penalty: 2779.886963
	Iteration 40F: 3 clusters Score -1225509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1225516.000000 Penalty: 2779.886963
	Iteration 41Q: 3 clusters Score -1225516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1225519.125000 Penalty: 2779.886963
	Iteration 42Q: 3 clusters Score -1225519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1225524.125000 Penalty: 2779.886963
	Iteration 43Q: 3 clusters Score -1225524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1225530.000000 Penalty: 2779.886963
	Iteration 44Q: 3 clusters Score -1225530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1225533.000000 Penalty: 2779.886963
	Iteration 45Q: 3 clusters Score -1225533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1225539.875000 Penalty: 2779.886963
	Iteration 46Q: 3 clusters Score -1225540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1225540.000000 Penalty: 2779.886963
	Iteration 47Q: 3 clusters Score -1225540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1225541.625000 Penalty: 2779.886963
	Iteration 48Q: 3 clusters Score -1225542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1225539.500000 Penalty: 2779.886963
	Iteration 49Q: 3 clusters Score -1225540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1225539.500000 Penalty: 2779.886963
	Iteration 50F: 3 clusters Score -1225540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Entering Unmasked Estep 
Score: -4950812.500000 Penalty: 1584.953979
	Iteration 0F: 2 clusters Score -4950812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4923193.500000 Penalty: 3169.907959
	Iteration 0F: 3 clusters Score -4923194 nChanged 19279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4934040.500000 Penalty: 3169.907959
	Iteration 1F: 3 clusters Score -4934040 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4934631.000000 Penalty: 3169.907959
	Iteration 2Q: 3 clusters Score -4934631 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4935235.000000 Penalty: 3169.907959
	Iteration 3Q: 3 clusters Score -4935235 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4935847.000000 Penalty: 3169.907959
	Iteration 4Q: 3 clusters Score -4935847 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4936564.500000 Penalty: 3169.907959
	Iteration 5Q: 3 clusters Score -4936564 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4937448.500000 Penalty: 3169.907959
	Iteration 6Q: 3 clusters Score -4937448 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4938494.500000 Penalty: 3169.907959
	Iteration 7Q: 3 clusters Score -4938494 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4939794.500000 Penalty: 3169.907959
	Iteration 8Q: 3 clusters Score -4939794 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4941338.500000 Penalty: 3169.907959
	Iteration 9F: 3 clusters Score -4941338 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4943029.500000 Penalty: 3169.907959
	Iteration 10F: 3 clusters Score -4943030 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -4944630.500000 Penalty: 3169.907959
	Iteration 11F: 3 clusters Score -4944630 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -4946171.000000 Penalty: 3169.907959
	Iteration 12Q: 3 clusters Score -4946171 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4947372.500000 Penalty: 3169.907959
	Iteration 13Q: 3 clusters Score -4947372 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4948167.500000 Penalty: 3169.907959
	Iteration 14Q: 3 clusters Score -4948168 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4948693.000000 Penalty: 3169.907959
	Iteration 15Q: 3 clusters Score -4948693 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4949044.000000 Penalty: 3169.907959
	Iteration 16Q: 3 clusters Score -4949044 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4949258.000000 Penalty: 3169.907959
	Iteration 17Q: 3 clusters Score -4949258 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4949390.000000 Penalty: 3169.907959
	Iteration 18Q: 3 clusters Score -4949390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4949501.500000 Penalty: 3169.907959
	Iteration 19Q: 3 clusters Score -4949502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4949577.500000 Penalty: 3169.907959
	Iteration 20F: 3 clusters Score -4949578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4949606.000000 Penalty: 3169.907959
	Iteration 21Q: 3 clusters Score -4949606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4949639.000000 Penalty: 3169.907959
	Iteration 22Q: 3 clusters Score -4949639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4949655.500000 Penalty: 3169.907959
	Iteration 23Q: 3 clusters Score -4949656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4949658.000000 Penalty: 3169.907959
	Iteration 24Q: 3 clusters Score -4949658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4949658.500000 Penalty: 3169.907959
	Iteration 25Q: 3 clusters Score -4949658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4949659.500000 Penalty: 3169.907959
	Iteration 26Q: 3 clusters Score -4949660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4949678.500000 Penalty: 3169.907959
	Iteration 27Q: 3 clusters Score -4949678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4949678.500000 Penalty: 3169.907959
	Iteration 28Q: 3 clusters Score -4949678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4949677.000000 Penalty: 3169.907959
	Iteration 29Q: 3 clusters Score -4949677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4949677.500000 Penalty: 3169.907959
	Iteration 30Q: 3 clusters Score -4949678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4949683.000000 Penalty: 3169.907959
	Iteration 31Q: 3 clusters Score -4949683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4949691.000000 Penalty: 3169.907959
	Iteration 32Q: 3 clusters Score -4949691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4949700.000000 Penalty: 3169.907959
	Iteration 33Q: 3 clusters Score -4949700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4949704.500000 Penalty: 3169.907959
	Iteration 34Q: 3 clusters Score -4949704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4949707.500000 Penalty: 3169.907959
	Iteration 35Q: 3 clusters Score -4949708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4949711.000000 Penalty: 3169.907959
	Iteration 36Q: 3 clusters Score -4949711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4949721.000000 Penalty: 3169.907959
	Iteration 37Q: 3 clusters Score -4949721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4949720.500000 Penalty: 3169.907959
	Iteration 38Q: 3 clusters Score -4949720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4949722.500000 Penalty: 3169.907959
	Iteration 39Q: 3 clusters Score -4949722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4949726.500000 Penalty: 3169.907959
	Iteration 40F: 3 clusters Score -4949726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4949732.500000 Penalty: 3169.907959
	Iteration 41Q: 3 clusters Score -4949732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4949737.000000 Penalty: 3169.907959
	Iteration 42Q: 3 clusters Score -4949737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4949736.000000 Penalty: 3169.907959
	Iteration 43Q: 3 clusters Score -4949736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4949738.000000 Penalty: 3169.907959
	Iteration 44Q: 3 clusters Score -4949738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4949736.000000 Penalty: 3169.907959
	Iteration 45Q: 3 clusters Score -4949736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4949736.000000 Penalty: 3169.907959
	Iteration 46F: 3 clusters Score -4949736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -3929887.500000 Penalty: 1559.405640
	Iteration 0F: 2 clusters Score -3929888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3906657.500000 Penalty: 3118.811279
	Iteration 0F: 3 clusters Score -3906658 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3915541.250000 Penalty: 3118.811279
	Iteration 1F: 3 clusters Score -3915541 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3916317.750000 Penalty: 3118.811279
	Iteration 2F: 3 clusters Score -3916318 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3917242.500000 Penalty: 3118.811279
	Iteration 3F: 3 clusters Score -3917242 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3918295.500000 Penalty: 3118.811279
	Iteration 4F: 3 clusters Score -3918296 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3919520.500000 Penalty: 3118.811279
	Iteration 5F: 3 clusters Score -3919520 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3920973.250000 Penalty: 3118.811279
	Iteration 6F: 3 clusters Score -3920973 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3922383.000000 Penalty: 3118.811279
	Iteration 7F: 3 clusters Score -3922383 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3923589.250000 Penalty: 3118.811279
	Iteration 8F: 3 clusters Score -3923589 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3924520.250000 Penalty: 3118.811279
	Iteration 9Q: 3 clusters Score -3924520 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3925201.250000 Penalty: 3118.811279
	Iteration 10Q: 3 clusters Score -3925201 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3925716.000000 Penalty: 3118.811279
	Iteration 11Q: 3 clusters Score -3925716 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3926128.000000 Penalty: 3118.811279
	Iteration 12Q: 3 clusters Score -3926128 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3926466.250000 Penalty: 3118.811279
	Iteration 13Q: 3 clusters Score -3926466 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3926828.500000 Penalty: 3118.811279
	Iteration 14Q: 3 clusters Score -3926828 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3927194.750000 Penalty: 3118.811279
	Iteration 15Q: 3 clusters Score -3927195 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3927540.000000 Penalty: 3118.811279
	Iteration 16Q: 3 clusters Score -3927540 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3927855.250000 Penalty: 3118.811279
	Iteration 17Q: 3 clusters Score -3927855 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3928139.250000 Penalty: 3118.811279
	Iteration 18Q: 3 clusters Score -3928139 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3928391.000000 Penalty: 3118.811279
	Iteration 19Q: 3 clusters Score -3928391 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3928552.000000 Penalty: 3118.811279
	Iteration 20F: 3 clusters Score -3928552 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3928680.750000 Penalty: 3118.811279
	Iteration 21Q: 3 clusters Score -3928681 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3928771.000000 Penalty: 3118.811279
	Iteration 22Q: 3 clusters Score -3928771 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3928843.750000 Penalty: 3118.811279
	Iteration 23Q: 3 clusters Score -3928844 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3928871.250000 Penalty: 3118.811279
	Iteration 24Q: 3 clusters Score -3928871 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3928917.750000 Penalty: 3118.811279
	Iteration 25Q: 3 clusters Score -3928918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3928940.500000 Penalty: 3118.811279
	Iteration 26Q: 3 clusters Score -3928940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3928944.500000 Penalty: 3118.811279
	Iteration 27Q: 3 clusters Score -3928944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3928954.250000 Penalty: 3118.811279
	Iteration 28Q: 3 clusters Score -3928954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3928965.500000 Penalty: 3118.811279
	Iteration 29Q: 3 clusters Score -3928966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3928983.500000 Penalty: 3118.811279
	Iteration 30Q: 3 clusters Score -3928984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3928976.750000 Penalty: 3118.811279
	Iteration 31Q: 3 clusters Score -3928977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3928974.500000 Penalty: 3118.811279
	Iteration 32Q: 3 clusters Score -3928974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3928986.250000 Penalty: 3118.811279
	Iteration 33Q: 3 clusters Score -3928986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3928993.000000 Penalty: 3118.811279
	Iteration 34Q: 3 clusters Score -3928993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3928984.250000 Penalty: 3118.811279
	Iteration 35Q: 3 clusters Score -3928984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3928987.750000 Penalty: 3118.811279
	Iteration 36Q: 3 clusters Score -3928988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3928990.000000 Penalty: 3118.811279
	Iteration 37Q: 3 clusters Score -3928990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3928994.000000 Penalty: 3118.811279
	Iteration 38Q: 3 clusters Score -3928994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3928996.750000 Penalty: 3118.811279
	Iteration 39Q: 3 clusters Score -3928997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3928990.500000 Penalty: 3118.811279
	Iteration 40F: 3 clusters Score -3928990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3928995.000000 Penalty: 3118.811279
	Iteration 41Q: 3 clusters Score -3928995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3928993.000000 Penalty: 3118.811279
	Iteration 42Q: 3 clusters Score -3928993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3928999.000000 Penalty: 3118.811279
	Iteration 43Q: 3 clusters Score -3928999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3928996.500000 Penalty: 3118.811279
	Iteration 44Q: 3 clusters Score -3928996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3928999.750000 Penalty: 3118.811279
	Iteration 45Q: 3 clusters Score -3929000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3928999.750000 Penalty: 3118.811279
	Iteration 46Q: 3 clusters Score -3929000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3928997.250000 Penalty: 3118.811279
	Iteration 47Q: 3 clusters Score -3928997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3929000.750000 Penalty: 3118.811279
	Iteration 48Q: 3 clusters Score -3929001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3929004.000000 Penalty: 3118.811279
	Iteration 49Q: 3 clusters Score -3929004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3929002.000000 Penalty: 3118.811279
	Iteration 50Q: 3 clusters Score -3929002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3929006.500000 Penalty: 3118.811279
	Iteration 51Q: 3 clusters Score -3929006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3929002.000000 Penalty: 3118.811279
	Iteration 52Q: 3 clusters Score -3929002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3928995.750000 Penalty: 3118.811279
	Iteration 53Q: 3 clusters Score -3928996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3928996.500000 Penalty: 3118.811279
	Iteration 54Q: 3 clusters Score -3928996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3928996.250000 Penalty: 3118.811279
	Iteration 55Q: 3 clusters Score -3928996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3928996.250000 Penalty: 3118.811279
	Iteration 56F: 3 clusters Score -3928996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -909273.437500 Penalty: 1341.548706
	Iteration 0F: 2 clusters Score -909273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -903594.562500 Penalty: 2683.097412
	Iteration 0F: 3 clusters Score -903594.6 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -905404.562500 Penalty: 2683.097412
	Iteration 1F: 3 clusters Score -905404.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -905695.500000 Penalty: 2683.097412
	Iteration 2F: 3 clusters Score -905695.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -905943.125000 Penalty: 2683.097412
	Iteration 3F: 3 clusters Score -905943.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -906139.250000 Penalty: 2683.097412
	Iteration 4Q: 3 clusters Score -906139.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -906319.875000 Penalty: 2683.097412
	Iteration 5Q: 3 clusters Score -906319.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -906478.562500 Penalty: 2683.097412
	Iteration 6Q: 3 clusters Score -906478.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -906639.937500 Penalty: 2683.097412
	Iteration 7Q: 3 clusters Score -906639.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -906811.000000 Penalty: 2683.097412
	Iteration 8Q: 3 clusters Score -906811 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -906982.125000 Penalty: 2683.097412
	Iteration 9Q: 3 clusters Score -906982.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -907144.062500 Penalty: 2683.097412
	Iteration 10Q: 3 clusters Score -907144.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -907279.937500 Penalty: 2683.097412
	Iteration 11Q: 3 clusters Score -907279.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -907405.562500 Penalty: 2683.097412
	Iteration 12Q: 3 clusters Score -907405.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -907527.375000 Penalty: 2683.097412
	Iteration 13Q: 3 clusters Score -907527.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -907633.625000 Penalty: 2683.097412
	Iteration 14Q: 3 clusters Score -907633.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -907717.562500 Penalty: 2683.097412
	Iteration 15Q: 3 clusters Score -907717.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -907795.500000 Penalty: 2683.097412
	Iteration 16Q: 3 clusters Score -907795.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -907863.875000 Penalty: 2683.097412
	Iteration 17Q: 3 clusters Score -907863.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -907936.562500 Penalty: 2683.097412
	Iteration 18Q: 3 clusters Score -907936.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -907972.812500 Penalty: 2683.097412
	Iteration 19Q: 3 clusters Score -907972.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -908020.687500 Penalty: 2683.097412
	Iteration 20F: 3 clusters Score -908020.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -908059.312500 Penalty: 2683.097412
	Iteration 21Q: 3 clusters Score -908059.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -908095.625000 Penalty: 2683.097412
	Iteration 22Q: 3 clusters Score -908095.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -908133.687500 Penalty: 2683.097412
	Iteration 23Q: 3 clusters Score -908133.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -908164.562500 Penalty: 2683.097412
	Iteration 24Q: 3 clusters Score -908164.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -908189.937500 Penalty: 2683.097412
	Iteration 25Q: 3 clusters Score -908189.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -908207.875000 Penalty: 2683.097412
	Iteration 26Q: 3 clusters Score -908207.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -908223.062500 Penalty: 2683.097412
	Iteration 27Q: 3 clusters Score -908223.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -908235.437500 Penalty: 2683.097412
	Iteration 28Q: 3 clusters Score -908235.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -908251.562500 Penalty: 2683.097412
	Iteration 29Q: 3 clusters Score -908251.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -908268.312500 Penalty: 2683.097412
	Iteration 30Q: 3 clusters Score -908268.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -908281.562500 Penalty: 2683.097412
	Iteration 31Q: 3 clusters Score -908281.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -908297.812500 Penalty: 2683.097412
	Iteration 32Q: 3 clusters Score -908297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -908307.812500 Penalty: 2683.097412
	Iteration 33Q: 3 clusters Score -908307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -908314.187500 Penalty: 2683.097412
	Iteration 34Q: 3 clusters Score -908314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -908318.125000 Penalty: 2683.097412
	Iteration 35Q: 3 clusters Score -908318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -908323.437500 Penalty: 2683.097412
	Iteration 36Q: 3 clusters Score -908323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -908327.187500 Penalty: 2683.097412
	Iteration 37Q: 3 clusters Score -908327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -908327.312500 Penalty: 2683.097412
	Iteration 38Q: 3 clusters Score -908327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -908331.625000 Penalty: 2683.097412
	Iteration 39Q: 3 clusters Score -908331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -908333.750000 Penalty: 2683.097412
	Iteration 40F: 3 clusters Score -908333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -908339.000000 Penalty: 2683.097412
	Iteration 41Q: 3 clusters Score -908339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -908345.687500 Penalty: 2683.097412
	Iteration 42Q: 3 clusters Score -908345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -908348.687500 Penalty: 2683.097412
	Iteration 43Q: 3 clusters Score -908348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -908350.312500 Penalty: 2683.097412
	Iteration 44Q: 3 clusters Score -908350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -908354.500000 Penalty: 2683.097412
	Iteration 45Q: 3 clusters Score -908354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -908356.437500 Penalty: 2683.097412
	Iteration 46Q: 3 clusters Score -908356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -908356.875000 Penalty: 2683.097412
	Iteration 47Q: 3 clusters Score -908356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -908359.687500 Penalty: 2683.097412
	Iteration 48Q: 3 clusters Score -908359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -908359.687500 Penalty: 2683.097412
	Iteration 49Q: 3 clusters Score -908359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -908360.125000 Penalty: 2683.097412
	Iteration 50Q: 3 clusters Score -908360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -908361.062500 Penalty: 2683.097412
	Iteration 51Q: 3 clusters Score -908361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -908361.062500 Penalty: 2683.097412
	Iteration 52F: 3 clusters Score -908361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Entering Unmasked Estep 
Score: -5651150.000000 Penalty: 1611.319214
	Iteration 0F: 2 clusters Score -5651150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5618280.500000 Penalty: 3222.638428
	Iteration 0F: 3 clusters Score -5618280 nChanged 23437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5631260.000000 Penalty: 3222.638428
	Iteration 1F: 3 clusters Score -5631260 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -5632051.000000 Penalty: 3222.638428
	Iteration 2Q: 3 clusters Score -5632051 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -5632970.500000 Penalty: 3222.638428
	Iteration 3Q: 3 clusters Score -5632970 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -5634097.500000 Penalty: 3222.638428
	Iteration 4Q: 3 clusters Score -5634098 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5635358.500000 Penalty: 3222.638428
	Iteration 5Q: 3 clusters Score -5635358 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5637005.000000 Penalty: 3222.638428
	Iteration 6F: 3 clusters Score -5637005 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -5639044.000000 Penalty: 3222.638428
	Iteration 7F: 3 clusters Score -5639044 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5641097.500000 Penalty: 3222.638428
	Iteration 8F: 3 clusters Score -5641098 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5642515.500000 Penalty: 3222.638428
	Iteration 9F: 3 clusters Score -5642516 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5643433.500000 Penalty: 3222.638428
	Iteration 10Q: 3 clusters Score -5643434 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5643923.000000 Penalty: 3222.638428
	Iteration 11Q: 3 clusters Score -5643923 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -5644203.500000 Penalty: 3222.638428
	Iteration 12Q: 3 clusters Score -5644204 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -5644346.500000 Penalty: 3222.638428
	Iteration 13Q: 3 clusters Score -5644346 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5644431.500000 Penalty: 3222.638428
	Iteration 14Q: 3 clusters Score -5644432 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -5644487.500000 Penalty: 3222.638428
	Iteration 15Q: 3 clusters Score -5644488 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5644535.500000 Penalty: 3222.638428
	Iteration 16Q: 3 clusters Score -5644536 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5644581.000000 Penalty: 3222.638428
	Iteration 17Q: 3 clusters Score -5644581 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -5644595.500000 Penalty: 3222.638428
	Iteration 18Q: 3 clusters Score -5644596 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -5644642.000000 Penalty: 3222.638428
	Iteration 19Q: 3 clusters Score -5644642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5644671.000000 Penalty: 3222.638428
	Iteration 20F: 3 clusters Score -5644671 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5644758.500000 Penalty: 3222.638428
	Iteration 21Q: 3 clusters Score -5644758 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5644817.000000 Penalty: 3222.638428
	Iteration 22Q: 3 clusters Score -5644817 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5644894.500000 Penalty: 3222.638428
	Iteration 23Q: 3 clusters Score -5644894 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5645002.500000 Penalty: 3222.638428
	Iteration 24Q: 3 clusters Score -5645002 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5645100.500000 Penalty: 3222.638428
	Iteration 25Q: 3 clusters Score -5645100 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5645228.000000 Penalty: 3222.638428
	Iteration 26Q: 3 clusters Score -5645228 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5645371.000000 Penalty: 3222.638428
	Iteration 27Q: 3 clusters Score -5645371 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -5645518.500000 Penalty: 3222.638428
	Iteration 28Q: 3 clusters Score -5645518 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -5645681.000000 Penalty: 3222.638428
	Iteration 29Q: 3 clusters Score -5645681 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5645862.500000 Penalty: 3222.638428
	Iteration 30Q: 3 clusters Score -5645862 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5645999.500000 Penalty: 3222.638428
	Iteration 31Q: 3 clusters Score -5646000 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5646147.500000 Penalty: 3222.638428
	Iteration 32Q: 3 clusters Score -5646148 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -5646332.000000 Penalty: 3222.638428
	Iteration 33Q: 3 clusters Score -5646332 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5646479.000000 Penalty: 3222.638428
	Iteration 34Q: 3 clusters Score -5646479 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5646670.000000 Penalty: 3222.638428
	Iteration 35Q: 3 clusters Score -5646670 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5646881.500000 Penalty: 3222.638428
	Iteration 36Q: 3 clusters Score -5646882 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -5647090.500000 Penalty: 3222.638428
	Iteration 37Q: 3 clusters Score -5647090 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5647302.500000 Penalty: 3222.638428
	Iteration 38Q: 3 clusters Score -5647302 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -5647546.500000 Penalty: 3222.638428
	Iteration 39Q: 3 clusters Score -5647546 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -5647747.500000 Penalty: 3222.638428
	Iteration 40F: 3 clusters Score -5647748 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5647928.500000 Penalty: 3222.638428
	Iteration 41Q: 3 clusters Score -5647928 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5648067.000000 Penalty: 3222.638428
	Iteration 42Q: 3 clusters Score -5648067 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -5648244.000000 Penalty: 3222.638428
	Iteration 43Q: 3 clusters Score -5648244 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -5648401.500000 Penalty: 3222.638428
	Iteration 44Q: 3 clusters Score -5648402 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5648530.500000 Penalty: 3222.638428
	Iteration 45Q: 3 clusters Score -5648530 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5648664.500000 Penalty: 3222.638428
	Iteration 46Q: 3 clusters Score -5648664 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5648820.000000 Penalty: 3222.638428
	Iteration 47Q: 3 clusters Score -5648820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -5648945.500000 Penalty: 3222.638428
	Iteration 48Q: 3 clusters Score -5648946 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -5649075.000000 Penalty: 3222.638428
	Iteration 49Q: 3 clusters Score -5649075 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -5649188.000000 Penalty: 3222.638428
	Iteration 50Q: 3 clusters Score -5649188 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5649292.500000 Penalty: 3222.638428
	Iteration 51Q: 3 clusters Score -5649292 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -5649383.500000 Penalty: 3222.638428
	Iteration 52Q: 3 clusters Score -5649384 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -5649454.500000 Penalty: 3222.638428
	Iteration 53Q: 3 clusters Score -5649454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -5649533.500000 Penalty: 3222.638428
	Iteration 54Q: 3 clusters Score -5649534 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -5649596.500000 Penalty: 3222.638428
	Iteration 55Q: 3 clusters Score -5649596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -5649637.500000 Penalty: 3222.638428
	Iteration 56Q: 3 clusters Score -5649638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -5649687.500000 Penalty: 3222.638428
	Iteration 57Q: 3 clusters Score -5649688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -5649717.000000 Penalty: 3222.638428
	Iteration 58Q: 3 clusters Score -5649717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -5649749.500000 Penalty: 3222.638428
	Iteration 59Q: 3 clusters Score -5649750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -5649771.500000 Penalty: 3222.638428
	Iteration 60F: 3 clusters Score -5649772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -5649789.000000 Penalty: 3222.638428
	Iteration 61Q: 3 clusters Score -5649789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -5649805.500000 Penalty: 3222.638428
	Iteration 62Q: 3 clusters Score -5649806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -5649818.500000 Penalty: 3222.638428
	Iteration 63Q: 3 clusters Score -5649818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -5649836.500000 Penalty: 3222.638428
	Iteration 64Q: 3 clusters Score -5649836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -5649835.000000 Penalty: 3222.638428
	Iteration 65Q: 3 clusters Score -5649835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -5649852.500000 Penalty: 3222.638428
	Iteration 66Q: 3 clusters Score -5649852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -5649862.000000 Penalty: 3222.638428
	Iteration 67Q: 3 clusters Score -5649862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -5649872.500000 Penalty: 3222.638428
	Iteration 68Q: 3 clusters Score -5649872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -5649878.500000 Penalty: 3222.638428
	Iteration 69Q: 3 clusters Score -5649878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5649872.500000 Penalty: 3222.638428
	Iteration 70Q: 3 clusters Score -5649872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -5649877.000000 Penalty: 3222.638428
	Iteration 71Q: 3 clusters Score -5649877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -5649879.000000 Penalty: 3222.638428
	Iteration 72Q: 3 clusters Score -5649879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -5649886.000000 Penalty: 3222.638428
	Iteration 73Q: 3 clusters Score -5649886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -5649897.000000 Penalty: 3222.638428
	Iteration 74Q: 3 clusters Score -5649897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -5649898.000000 Penalty: 3222.638428
	Iteration 75Q: 3 clusters Score -5649898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -5649907.000000 Penalty: 3222.638428
	Iteration 76Q: 3 clusters Score -5649907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -5649903.000000 Penalty: 3222.638428
	Iteration 77Q: 3 clusters Score -5649903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -5649915.000000 Penalty: 3222.638428
	Iteration 78Q: 3 clusters Score -5649915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -5649907.000000 Penalty: 3222.638428
	Iteration 79Q: 3 clusters Score -5649907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -5649918.000000 Penalty: 3222.638428
	Iteration 80F: 3 clusters Score -5649918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -5649922.000000 Penalty: 3222.638428
	Iteration 81Q: 3 clusters Score -5649922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -5649917.000000 Penalty: 3222.638428
	Iteration 82Q: 3 clusters Score -5649917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -5649924.500000 Penalty: 3222.638428
	Iteration 83Q: 3 clusters Score -5649924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -5649932.500000 Penalty: 3222.638428
	Iteration 84Q: 3 clusters Score -5649932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -5649938.500000 Penalty: 3222.638428
	Iteration 85Q: 3 clusters Score -5649938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -5649945.500000 Penalty: 3222.638428
	Iteration 86Q: 3 clusters Score -5649946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -5649952.500000 Penalty: 3222.638428
	Iteration 87Q: 3 clusters Score -5649952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -5649961.000000 Penalty: 3222.638428
	Iteration 88Q: 3 clusters Score -5649961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -5649965.000000 Penalty: 3222.638428
	Iteration 89Q: 3 clusters Score -5649965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -5649972.000000 Penalty: 3222.638428
	Iteration 90Q: 3 clusters Score -5649972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -5649974.000000 Penalty: 3222.638428
	Iteration 91Q: 3 clusters Score -5649974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -5649978.000000 Penalty: 3222.638428
	Iteration 92Q: 3 clusters Score -5649978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -5649979.500000 Penalty: 3222.638428
	Iteration 93Q: 3 clusters Score -5649980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -5649978.500000 Penalty: 3222.638428
	Iteration 94Q: 3 clusters Score -5649978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -5649979.000000 Penalty: 3222.638428
	Iteration 95Q: 3 clusters Score -5649979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -5649979.500000 Penalty: 3222.638428
	Iteration 96Q: 3 clusters Score -5649980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -5649975.500000 Penalty: 3222.638428
	Iteration 97Q: 3 clusters Score -5649976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -5649981.500000 Penalty: 3222.638428
	Iteration 98Q: 3 clusters Score -5649982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -5649981.500000 Penalty: 3222.638428
	Iteration 99F: 3 clusters Score -5649982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Entering Unmasked Estep 
Score: -2627724.500000 Penalty: 1490.515625
	Iteration 0F: 2 clusters Score -2627724 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 11171 members 
Entering Unmasked Estep 
Score: -2612986.750000 Penalty: 2981.031250
	Iteration 0F: 3 clusters Score -2612987 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2618403.000000 Penalty: 2981.031250
	Iteration 1F: 3 clusters Score -2618403 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2618865.000000 Penalty: 2981.031250
	Iteration 2F: 3 clusters Score -2618865 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2619252.500000 Penalty: 2981.031250
	Iteration 3Q: 3 clusters Score -2619252 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2619562.750000 Penalty: 2981.031250
	Iteration 4Q: 3 clusters Score -2619563 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2619878.500000 Penalty: 2981.031250
	Iteration 5Q: 3 clusters Score -2619878 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2620168.500000 Penalty: 2981.031250
	Iteration 6Q: 3 clusters Score -2620168 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2620472.500000 Penalty: 2981.031250
	Iteration 7Q: 3 clusters Score -2620472 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2620732.750000 Penalty: 2981.031250
	Iteration 8Q: 3 clusters Score -2620733 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2621023.250000 Penalty: 2981.031250
	Iteration 9Q: 3 clusters Score -2621023 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2621336.000000 Penalty: 2981.031250
	Iteration 10Q: 3 clusters Score -2621336 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2621661.000000 Penalty: 2981.031250
	Iteration 11Q: 3 clusters Score -2621661 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2622021.750000 Penalty: 2981.031250
	Iteration 12Q: 3 clusters Score -2622022 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2622386.000000 Penalty: 2981.031250
	Iteration 13Q: 3 clusters Score -2622386 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2622770.500000 Penalty: 2981.031250
	Iteration 14Q: 3 clusters Score -2622770 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2623222.250000 Penalty: 2981.031250
	Iteration 15Q: 3 clusters Score -2623222 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2623767.250000 Penalty: 2981.031250
	Iteration 16Q: 3 clusters Score -2623767 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2624352.750000 Penalty: 2981.031250
	Iteration 17Q: 3 clusters Score -2624353 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2624936.500000 Penalty: 2981.031250
	Iteration 18Q: 3 clusters Score -2624936 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2625430.250000 Penalty: 2981.031250
	Iteration 19Q: 3 clusters Score -2625430 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2625791.500000 Penalty: 2981.031250
	Iteration 20F: 3 clusters Score -2625792 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2626037.250000 Penalty: 2981.031250
	Iteration 21Q: 3 clusters Score -2626037 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2626203.750000 Penalty: 2981.031250
	Iteration 22Q: 3 clusters Score -2626204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2626310.750000 Penalty: 2981.031250
	Iteration 23Q: 3 clusters Score -2626311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2626379.250000 Penalty: 2981.031250
	Iteration 24Q: 3 clusters Score -2626379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2626409.250000 Penalty: 2981.031250
	Iteration 25Q: 3 clusters Score -2626409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2626441.000000 Penalty: 2981.031250
	Iteration 26Q: 3 clusters Score -2626441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2626468.000000 Penalty: 2981.031250
	Iteration 27Q: 3 clusters Score -2626468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2626478.000000 Penalty: 2981.031250
	Iteration 28Q: 3 clusters Score -2626478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2626488.500000 Penalty: 2981.031250
	Iteration 29Q: 3 clusters Score -2626488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2626496.500000 Penalty: 2981.031250
	Iteration 30Q: 3 clusters Score -2626496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2626500.250000 Penalty: 2981.031250
	Iteration 31Q: 3 clusters Score -2626500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2626508.750000 Penalty: 2981.031250
	Iteration 32Q: 3 clusters Score -2626509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2626510.250000 Penalty: 2981.031250
	Iteration 33Q: 3 clusters Score -2626510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2626510.000000 Penalty: 2981.031250
	Iteration 34Q: 3 clusters Score -2626510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2626510.000000 Penalty: 2981.031250
	Iteration 35F: 3 clusters Score -2626510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Entering Unmasked Estep 
Score: -1588245.000000 Penalty: 1429.306274
	Iteration 0F: 2 clusters Score -1588245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1578450.375000 Penalty: 2858.612549
	Iteration 0F: 3 clusters Score -1578450 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1581852.875000 Penalty: 2858.612549
	Iteration 1F: 3 clusters Score -1581853 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1582318.625000 Penalty: 2858.612549
	Iteration 2F: 3 clusters Score -1582319 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1582726.000000 Penalty: 2858.612549
	Iteration 3F: 3 clusters Score -1582726 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1583147.000000 Penalty: 2858.612549
	Iteration 4F: 3 clusters Score -1583147 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1583533.250000 Penalty: 2858.612549
	Iteration 5Q: 3 clusters Score -1583533 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1583871.125000 Penalty: 2858.612549
	Iteration 6Q: 3 clusters Score -1583871 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1584149.750000 Penalty: 2858.612549
	Iteration 7Q: 3 clusters Score -1584150 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1584374.625000 Penalty: 2858.612549
	Iteration 8Q: 3 clusters Score -1584375 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1584572.125000 Penalty: 2858.612549
	Iteration 9Q: 3 clusters Score -1584572 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1584717.000000 Penalty: 2858.612549
	Iteration 10Q: 3 clusters Score -1584717 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1584832.250000 Penalty: 2858.612549
	Iteration 11Q: 3 clusters Score -1584832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1584932.750000 Penalty: 2858.612549
	Iteration 12Q: 3 clusters Score -1584933 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1585028.250000 Penalty: 2858.612549
	Iteration 13Q: 3 clusters Score -1585028 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1585103.125000 Penalty: 2858.612549
	Iteration 14Q: 3 clusters Score -1585103 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1585182.625000 Penalty: 2858.612549
	Iteration 15Q: 3 clusters Score -1585183 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1585235.125000 Penalty: 2858.612549
	Iteration 16Q: 3 clusters Score -1585235 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1585284.000000 Penalty: 2858.612549
	Iteration 17Q: 3 clusters Score -1585284 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1585334.375000 Penalty: 2858.612549
	Iteration 18Q: 3 clusters Score -1585334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1585379.750000 Penalty: 2858.612549
	Iteration 19Q: 3 clusters Score -1585380 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1585418.000000 Penalty: 2858.612549
	Iteration 20F: 3 clusters Score -1585418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1585455.875000 Penalty: 2858.612549
	Iteration 21Q: 3 clusters Score -1585456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1585484.375000 Penalty: 2858.612549
	Iteration 22Q: 3 clusters Score -1585484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1585533.875000 Penalty: 2858.612549
	Iteration 23Q: 3 clusters Score -1585534 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1585583.250000 Penalty: 2858.612549
	Iteration 24Q: 3 clusters Score -1585583 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1585630.125000 Penalty: 2858.612549
	Iteration 25Q: 3 clusters Score -1585630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1585674.125000 Penalty: 2858.612549
	Iteration 26Q: 3 clusters Score -1585674 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1585738.250000 Penalty: 2858.612549
	Iteration 27Q: 3 clusters Score -1585738 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1585815.625000 Penalty: 2858.612549
	Iteration 28Q: 3 clusters Score -1585816 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1585890.500000 Penalty: 2858.612549
	Iteration 29Q: 3 clusters Score -1585890 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1586009.000000 Penalty: 2858.612549
	Iteration 30Q: 3 clusters Score -1586009 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1586142.750000 Penalty: 2858.612549
	Iteration 31Q: 3 clusters Score -1586143 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1586292.375000 Penalty: 2858.612549
	Iteration 32Q: 3 clusters Score -1586292 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1586456.375000 Penalty: 2858.612549
	Iteration 33Q: 3 clusters Score -1586456 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1586645.250000 Penalty: 2858.612549
	Iteration 34Q: 3 clusters Score -1586645 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1586836.375000 Penalty: 2858.612549
	Iteration 35Q: 3 clusters Score -1586836 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1587034.125000 Penalty: 2858.612549
	Iteration 36Q: 3 clusters Score -1587034 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1587216.375000 Penalty: 2858.612549
	Iteration 37Q: 3 clusters Score -1587216 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1587394.625000 Penalty: 2858.612549
	Iteration 38Q: 3 clusters Score -1587395 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1587534.750000 Penalty: 2858.612549
	Iteration 39Q: 3 clusters Score -1587535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1587632.125000 Penalty: 2858.612549
	Iteration 40F: 3 clusters Score -1587632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1587734.875000 Penalty: 2858.612549
	Iteration 41Q: 3 clusters Score -1587735 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1587803.750000 Penalty: 2858.612549
	Iteration 42Q: 3 clusters Score -1587804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1587843.875000 Penalty: 2858.612549
	Iteration 43Q: 3 clusters Score -1587844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1587871.125000 Penalty: 2858.612549
	Iteration 44Q: 3 clusters Score -1587871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1587884.000000 Penalty: 2858.612549
	Iteration 45Q: 3 clusters Score -1587884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1587904.375000 Penalty: 2858.612549
	Iteration 46Q: 3 clusters Score -1587904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1587918.125000 Penalty: 2858.612549
	Iteration 47Q: 3 clusters Score -1587918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1587928.875000 Penalty: 2858.612549
	Iteration 48Q: 3 clusters Score -1587929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1587935.625000 Penalty: 2858.612549
	Iteration 49Q: 3 clusters Score -1587936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1587944.500000 Penalty: 2858.612549
	Iteration 50Q: 3 clusters Score -1587944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1587945.750000 Penalty: 2858.612549
	Iteration 51Q: 3 clusters Score -1587946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1587949.250000 Penalty: 2858.612549
	Iteration 52Q: 3 clusters Score -1587949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1587950.750000 Penalty: 2858.612549
	Iteration 53Q: 3 clusters Score -1587951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1587952.750000 Penalty: 2858.612549
	Iteration 54Q: 3 clusters Score -1587953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1587955.250000 Penalty: 2858.612549
	Iteration 55Q: 3 clusters Score -1587955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1587956.000000 Penalty: 2858.612549
	Iteration 56Q: 3 clusters Score -1587956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1587959.125000 Penalty: 2858.612549
	Iteration 57Q: 3 clusters Score -1587959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1587959.125000 Penalty: 2858.612549
	Iteration 58F: 3 clusters Score -1587959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -293935.156250 Penalty: 1175.559570
	Iteration 0F: 2 clusters Score -293935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291619.250000 Penalty: 2351.119141
	Iteration 0F: 3 clusters Score -291619.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -292264.093750 Penalty: 2351.119141
	Iteration 1F: 3 clusters Score -292264.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -292426.062500 Penalty: 2351.119141
	Iteration 2F: 3 clusters Score -292426.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -292534.687500 Penalty: 2351.119141
	Iteration 3F: 3 clusters Score -292534.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -292605.812500 Penalty: 2351.119141
	Iteration 4Q: 3 clusters Score -292605.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -292654.187500 Penalty: 2351.119141
	Iteration 5Q: 3 clusters Score -292654.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -292687.750000 Penalty: 2351.119141
	Iteration 6Q: 3 clusters Score -292687.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -292712.187500 Penalty: 2351.119141
	Iteration 7Q: 3 clusters Score -292712.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -292741.093750 Penalty: 2351.119141
	Iteration 8Q: 3 clusters Score -292741.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292775.250000 Penalty: 2351.119141
	Iteration 9Q: 3 clusters Score -292775.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -292802.843750 Penalty: 2351.119141
	Iteration 10Q: 3 clusters Score -292802.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292821.687500 Penalty: 2351.119141
	Iteration 11Q: 3 clusters Score -292821.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -292840.812500 Penalty: 2351.119141
	Iteration 12Q: 3 clusters Score -292840.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -292859.187500 Penalty: 2351.119141
	Iteration 13Q: 3 clusters Score -292859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -292871.437500 Penalty: 2351.119141
	Iteration 14Q: 3 clusters Score -292871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -292884.531250 Penalty: 2351.119141
	Iteration 15Q: 3 clusters Score -292884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -292896.750000 Penalty: 2351.119141
	Iteration 16Q: 3 clusters Score -292896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -292908.437500 Penalty: 2351.119141
	Iteration 17Q: 3 clusters Score -292908.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -292920.812500 Penalty: 2351.119141
	Iteration 18Q: 3 clusters Score -292920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -292928.812500 Penalty: 2351.119141
	Iteration 19Q: 3 clusters Score -292928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -292938.906250 Penalty: 2351.119141
	Iteration 20F: 3 clusters Score -292938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -292945.906250 Penalty: 2351.119141
	Iteration 21Q: 3 clusters Score -292945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -292951.156250 Penalty: 2351.119141
	Iteration 22Q: 3 clusters Score -292951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -292955.093750 Penalty: 2351.119141
	Iteration 23Q: 3 clusters Score -292955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -292960.062500 Penalty: 2351.119141
	Iteration 24Q: 3 clusters Score -292960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -292962.437500 Penalty: 2351.119141
	Iteration 25Q: 3 clusters Score -292962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -292963.781250 Penalty: 2351.119141
	Iteration 26Q: 3 clusters Score -292963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -292965.437500 Penalty: 2351.119141
	Iteration 27Q: 3 clusters Score -292965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292968.406250 Penalty: 2351.119141
	Iteration 28Q: 3 clusters Score -292968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292971.218750 Penalty: 2351.119141
	Iteration 29Q: 3 clusters Score -292971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -292973.875000 Penalty: 2351.119141
	Iteration 30Q: 3 clusters Score -292973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -292974.781250 Penalty: 2351.119141
	Iteration 31Q: 3 clusters Score -292974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -292976.281250 Penalty: 2351.119141
	Iteration 32Q: 3 clusters Score -292976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -292979.187500 Penalty: 2351.119141
	Iteration 33Q: 3 clusters Score -292979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292979.656250 Penalty: 2351.119141
	Iteration 34Q: 3 clusters Score -292979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292979.656250 Penalty: 2351.119141
	Iteration 35F: 3 clusters Score -292979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -682813.437500 Penalty: 1311.991821
	Iteration 0F: 2 clusters Score -682813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -678058.687500 Penalty: 2623.983643
	Iteration 0F: 3 clusters Score -678058.7 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -679477.125000 Penalty: 2623.983643
	Iteration 1F: 3 clusters Score -679477.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -679780.500000 Penalty: 2623.983643
	Iteration 2F: 3 clusters Score -679780.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -680037.562500 Penalty: 2623.983643
	Iteration 3F: 3 clusters Score -680037.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -680224.500000 Penalty: 2623.983643
	Iteration 4Q: 3 clusters Score -680224.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -680374.250000 Penalty: 2623.983643
	Iteration 5Q: 3 clusters Score -680374.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -680522.750000 Penalty: 2623.983643
	Iteration 6Q: 3 clusters Score -680522.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -680667.250000 Penalty: 2623.983643
	Iteration 7Q: 3 clusters Score -680667.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -680801.187500 Penalty: 2623.983643
	Iteration 8Q: 3 clusters Score -680801.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -680911.625000 Penalty: 2623.983643
	Iteration 9Q: 3 clusters Score -680911.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -681022.125000 Penalty: 2623.983643
	Iteration 10Q: 3 clusters Score -681022.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -681137.750000 Penalty: 2623.983643
	Iteration 11Q: 3 clusters Score -681137.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -681264.125000 Penalty: 2623.983643
	Iteration 12Q: 3 clusters Score -681264.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -681380.000000 Penalty: 2623.983643
	Iteration 13Q: 3 clusters Score -681380 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -681471.250000 Penalty: 2623.983643
	Iteration 14Q: 3 clusters Score -681471.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -681554.625000 Penalty: 2623.983643
	Iteration 15Q: 3 clusters Score -681554.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -681634.812500 Penalty: 2623.983643
	Iteration 16Q: 3 clusters Score -681634.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -681713.875000 Penalty: 2623.983643
	Iteration 17Q: 3 clusters Score -681713.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -681798.937500 Penalty: 2623.983643
	Iteration 18Q: 3 clusters Score -681798.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -681874.375000 Penalty: 2623.983643
	Iteration 19Q: 3 clusters Score -681874.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -681940.312500 Penalty: 2623.983643
	Iteration 20F: 3 clusters Score -681940.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -681994.312500 Penalty: 2623.983643
	Iteration 21Q: 3 clusters Score -681994.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -682033.750000 Penalty: 2623.983643
	Iteration 22Q: 3 clusters Score -682033.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -682057.312500 Penalty: 2623.983643
	Iteration 23Q: 3 clusters Score -682057.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -682069.750000 Penalty: 2623.983643
	Iteration 24Q: 3 clusters Score -682069.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -682079.375000 Penalty: 2623.983643
	Iteration 25Q: 3 clusters Score -682079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -682082.312500 Penalty: 2623.983643
	Iteration 26Q: 3 clusters Score -682082.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -682086.375000 Penalty: 2623.983643
	Iteration 27Q: 3 clusters Score -682086.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -682091.125000 Penalty: 2623.983643
	Iteration 28Q: 3 clusters Score -682091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -682095.062500 Penalty: 2623.983643
	Iteration 29Q: 3 clusters Score -682095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -682097.812500 Penalty: 2623.983643
	Iteration 30Q: 3 clusters Score -682097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -682101.250000 Penalty: 2623.983643
	Iteration 31Q: 3 clusters Score -682101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -682104.062500 Penalty: 2623.983643
	Iteration 32Q: 3 clusters Score -682104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -682108.687500 Penalty: 2623.983643
	Iteration 33Q: 3 clusters Score -682108.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -682113.187500 Penalty: 2623.983643
	Iteration 34Q: 3 clusters Score -682113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -682115.500000 Penalty: 2623.983643
	Iteration 35Q: 3 clusters Score -682115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -682116.312500 Penalty: 2623.983643
	Iteration 36Q: 3 clusters Score -682116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -682117.125000 Penalty: 2623.983643
	Iteration 37Q: 3 clusters Score -682117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -682119.687500 Penalty: 2623.983643
	Iteration 38Q: 3 clusters Score -682119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -682119.812500 Penalty: 2623.983643
	Iteration 39Q: 3 clusters Score -682119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -682122.437500 Penalty: 2623.983643
	Iteration 40F: 3 clusters Score -682122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -682126.125000 Penalty: 2623.983643
	Iteration 41Q: 3 clusters Score -682126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -682129.187500 Penalty: 2623.983643
	Iteration 42Q: 3 clusters Score -682129.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -682131.187500 Penalty: 2623.983643
	Iteration 43Q: 3 clusters Score -682131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -682134.625000 Penalty: 2623.983643
	Iteration 44Q: 3 clusters Score -682134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -682135.812500 Penalty: 2623.983643
	Iteration 45Q: 3 clusters Score -682135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -682139.000000 Penalty: 2623.983643
	Iteration 46Q: 3 clusters Score -682139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -682138.562500 Penalty: 2623.983643
	Iteration 47Q: 3 clusters Score -682138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -682141.250000 Penalty: 2623.983643
	Iteration 48Q: 3 clusters Score -682141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -682141.250000 Penalty: 2623.983643
	Iteration 49Q: 3 clusters Score -682141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -682144.875000 Penalty: 2623.983643
	Iteration 50Q: 3 clusters Score -682144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -682147.750000 Penalty: 2623.983643
	Iteration 51Q: 3 clusters Score -682147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -682149.000000 Penalty: 2623.983643
	Iteration 52Q: 3 clusters Score -682149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -682151.062500 Penalty: 2623.983643
	Iteration 53Q: 3 clusters Score -682151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -682153.750000 Penalty: 2623.983643
	Iteration 54Q: 3 clusters Score -682153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -682153.687500 Penalty: 2623.983643
	Iteration 55Q: 3 clusters Score -682153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -682157.625000 Penalty: 2623.983643
	Iteration 56Q: 3 clusters Score -682157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -682157.687500 Penalty: 2623.983643
	Iteration 57Q: 3 clusters Score -682157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -682158.187500 Penalty: 2623.983643
	Iteration 58Q: 3 clusters Score -682158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -682158.125000 Penalty: 2623.983643
	Iteration 59Q: 3 clusters Score -682158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -682158.125000 Penalty: 2623.983643
	Iteration 60F: 3 clusters Score -682158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -754806.687500 Penalty: 1310.596313
	Iteration 0F: 2 clusters Score -754806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -750112.750000 Penalty: 2621.192627
	Iteration 0F: 3 clusters Score -750112.8 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -751539.750000 Penalty: 2621.192627
	Iteration 1F: 3 clusters Score -751539.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -751748.937500 Penalty: 2621.192627
	Iteration 2F: 3 clusters Score -751748.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -751891.375000 Penalty: 2621.192627
	Iteration 3Q: 3 clusters Score -751891.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -751998.875000 Penalty: 2621.192627
	Iteration 4Q: 3 clusters Score -751998.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -752096.437500 Penalty: 2621.192627
	Iteration 5Q: 3 clusters Score -752096.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -752171.062500 Penalty: 2621.192627
	Iteration 6Q: 3 clusters Score -752171.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -752231.125000 Penalty: 2621.192627
	Iteration 7Q: 3 clusters Score -752231.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -752288.000000 Penalty: 2621.192627
	Iteration 8Q: 3 clusters Score -752288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -752332.125000 Penalty: 2621.192627
	Iteration 9Q: 3 clusters Score -752332.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -752368.250000 Penalty: 2621.192627
	Iteration 10Q: 3 clusters Score -752368.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -752401.875000 Penalty: 2621.192627
	Iteration 11Q: 3 clusters Score -752401.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -752432.062500 Penalty: 2621.192627
	Iteration 12Q: 3 clusters Score -752432.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -752458.500000 Penalty: 2621.192627
	Iteration 13Q: 3 clusters Score -752458.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -752495.312500 Penalty: 2621.192627
	Iteration 14Q: 3 clusters Score -752495.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -752534.875000 Penalty: 2621.192627
	Iteration 15Q: 3 clusters Score -752534.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -752579.937500 Penalty: 2621.192627
	Iteration 16Q: 3 clusters Score -752579.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -752633.500000 Penalty: 2621.192627
	Iteration 17Q: 3 clusters Score -752633.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -752697.187500 Penalty: 2621.192627
	Iteration 18Q: 3 clusters Score -752697.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -752767.812500 Penalty: 2621.192627
	Iteration 19Q: 3 clusters Score -752767.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -752836.812500 Penalty: 2621.192627
	Iteration 20F: 3 clusters Score -752836.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -752922.687500 Penalty: 2621.192627
	Iteration 21Q: 3 clusters Score -752922.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -753026.750000 Penalty: 2621.192627
	Iteration 22Q: 3 clusters Score -753026.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -753124.250000 Penalty: 2621.192627
	Iteration 23Q: 3 clusters Score -753124.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -753224.625000 Penalty: 2621.192627
	Iteration 24Q: 3 clusters Score -753224.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -753323.875000 Penalty: 2621.192627
	Iteration 25Q: 3 clusters Score -753323.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -753406.687500 Penalty: 2621.192627
	Iteration 26Q: 3 clusters Score -753406.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -753496.500000 Penalty: 2621.192627
	Iteration 27Q: 3 clusters Score -753496.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -753590.750000 Penalty: 2621.192627
	Iteration 28Q: 3 clusters Score -753590.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -753674.312500 Penalty: 2621.192627
	Iteration 29Q: 3 clusters Score -753674.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -753725.125000 Penalty: 2621.192627
	Iteration 30Q: 3 clusters Score -753725.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -753765.125000 Penalty: 2621.192627
	Iteration 31Q: 3 clusters Score -753765.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -753800.437500 Penalty: 2621.192627
	Iteration 32Q: 3 clusters Score -753800.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -753827.562500 Penalty: 2621.192627
	Iteration 33Q: 3 clusters Score -753827.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -753849.562500 Penalty: 2621.192627
	Iteration 34Q: 3 clusters Score -753849.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -753863.187500 Penalty: 2621.192627
	Iteration 35Q: 3 clusters Score -753863.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -753870.000000 Penalty: 2621.192627
	Iteration 36Q: 3 clusters Score -753870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -753877.187500 Penalty: 2621.192627
	Iteration 37Q: 3 clusters Score -753877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -753882.562500 Penalty: 2621.192627
	Iteration 38Q: 3 clusters Score -753882.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -753890.875000 Penalty: 2621.192627
	Iteration 39Q: 3 clusters Score -753890.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -753898.500000 Penalty: 2621.192627
	Iteration 40F: 3 clusters Score -753898.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -753900.812500 Penalty: 2621.192627
	Iteration 41Q: 3 clusters Score -753900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -753909.750000 Penalty: 2621.192627
	Iteration 42Q: 3 clusters Score -753909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -753917.875000 Penalty: 2621.192627
	Iteration 43Q: 3 clusters Score -753917.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -753925.375000 Penalty: 2621.192627
	Iteration 44Q: 3 clusters Score -753925.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -753934.250000 Penalty: 2621.192627
	Iteration 45Q: 3 clusters Score -753934.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -753945.062500 Penalty: 2621.192627
	Iteration 46Q: 3 clusters Score -753945.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -753963.937500 Penalty: 2621.192627
	Iteration 47Q: 3 clusters Score -753963.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -753977.437500 Penalty: 2621.192627
	Iteration 48Q: 3 clusters Score -753977.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -753988.125000 Penalty: 2621.192627
	Iteration 49Q: 3 clusters Score -753988.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -753995.937500 Penalty: 2621.192627
	Iteration 50Q: 3 clusters Score -753995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -754003.812500 Penalty: 2621.192627
	Iteration 51Q: 3 clusters Score -754003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -754011.187500 Penalty: 2621.192627
	Iteration 52Q: 3 clusters Score -754011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -754015.750000 Penalty: 2621.192627
	Iteration 53Q: 3 clusters Score -754015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -754022.187500 Penalty: 2621.192627
	Iteration 54Q: 3 clusters Score -754022.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -754033.062500 Penalty: 2621.192627
	Iteration 55Q: 3 clusters Score -754033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -754038.187500 Penalty: 2621.192627
	Iteration 56Q: 3 clusters Score -754038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -754042.625000 Penalty: 2621.192627
	Iteration 57Q: 3 clusters Score -754042.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -754044.812500 Penalty: 2621.192627
	Iteration 58Q: 3 clusters Score -754044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -754047.812500 Penalty: 2621.192627
	Iteration 59Q: 3 clusters Score -754047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -754048.437500 Penalty: 2621.192627
	Iteration 60F: 3 clusters Score -754048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -754053.750000 Penalty: 2621.192627
	Iteration 61Q: 3 clusters Score -754053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -754056.562500 Penalty: 2621.192627
	Iteration 62Q: 3 clusters Score -754056.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -754060.562500 Penalty: 2621.192627
	Iteration 63Q: 3 clusters Score -754060.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -754062.125000 Penalty: 2621.192627
	Iteration 64Q: 3 clusters Score -754062.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -754064.000000 Penalty: 2621.192627
	Iteration 65Q: 3 clusters Score -754064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -754067.750000 Penalty: 2621.192627
	Iteration 66Q: 3 clusters Score -754067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -754071.312500 Penalty: 2621.192627
	Iteration 67Q: 3 clusters Score -754071.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -754074.187500 Penalty: 2621.192627
	Iteration 68Q: 3 clusters Score -754074.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -754080.187500 Penalty: 2621.192627
	Iteration 69Q: 3 clusters Score -754080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -754085.187500 Penalty: 2621.192627
	Iteration 70Q: 3 clusters Score -754085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -754088.125000 Penalty: 2621.192627
	Iteration 71Q: 3 clusters Score -754088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -754090.062500 Penalty: 2621.192627
	Iteration 72Q: 3 clusters Score -754090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -754094.062500 Penalty: 2621.192627
	Iteration 73Q: 3 clusters Score -754094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -754094.187500 Penalty: 2621.192627
	Iteration 74Q: 3 clusters Score -754094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -754093.812500 Penalty: 2621.192627
	Iteration 75Q: 3 clusters Score -754093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -754095.562500 Penalty: 2621.192627
	Iteration 76Q: 3 clusters Score -754095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -754094.750000 Penalty: 2621.192627
	Iteration 77Q: 3 clusters Score -754094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -754095.750000 Penalty: 2621.192627
	Iteration 78Q: 3 clusters Score -754095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -754095.562500 Penalty: 2621.192627
	Iteration 79Q: 3 clusters Score -754095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -754095.250000 Penalty: 2621.192627
	Iteration 80F: 3 clusters Score -754095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -754096.500000 Penalty: 2621.192627
	Iteration 81Q: 3 clusters Score -754096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -754097.437500 Penalty: 2621.192627
	Iteration 82Q: 3 clusters Score -754097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -754096.812500 Penalty: 2621.192627
	Iteration 83Q: 3 clusters Score -754096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -754099.187500 Penalty: 2621.192627
	Iteration 84Q: 3 clusters Score -754099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -754101.062500 Penalty: 2621.192627
	Iteration 85Q: 3 clusters Score -754101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -754102.187500 Penalty: 2621.192627
	Iteration 86Q: 3 clusters Score -754102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -754102.500000 Penalty: 2621.192627
	Iteration 87Q: 3 clusters Score -754102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -754102.812500 Penalty: 2621.192627
	Iteration 88Q: 3 clusters Score -754102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -754102.812500 Penalty: 2621.192627
	Iteration 89F: 3 clusters Score -754102.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -13330.030273 Penalty: 788.389648
	Iteration 0F: 2 clusters Score -13330.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12846.685547 Penalty: 1576.779297
	Iteration 0F: 3 clusters Score -12846.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12981.193359 Penalty: 1576.779297
	Iteration 1F: 3 clusters Score -12981.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13037.713867 Penalty: 1576.779297
	Iteration 2Q: 3 clusters Score -13037.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13059.819336 Penalty: 1576.779297
	Iteration 3Q: 3 clusters Score -13059.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13059.819336 Penalty: 1576.779297
	Iteration 4F: 3 clusters Score -13059.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (45808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Entering Unmasked Estep 
Score: -5335362.000000 Penalty: 1596.953491
	Iteration 0F: 2 clusters Score -5335362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -5305474.000000 Penalty: 3193.906982
	Iteration 0F: 3 clusters Score -5305474 nChanged 21034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5316931.500000 Penalty: 3193.906982
	Iteration 1F: 3 clusters Score -5316932 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5317512.000000 Penalty: 3193.906982
	Iteration 2Q: 3 clusters Score -5317512 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5318156.500000 Penalty: 3193.906982
	Iteration 3Q: 3 clusters Score -5318156 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -5318926.000000 Penalty: 3193.906982
	Iteration 4Q: 3 clusters Score -5318926 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -5319909.500000 Penalty: 3193.906982
	Iteration 5Q: 3 clusters Score -5319910 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -5321129.000000 Penalty: 3193.906982
	Iteration 6F: 3 clusters Score -5321129 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5322687.000000 Penalty: 3193.906982
	Iteration 7F: 3 clusters Score -5322687 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5324453.500000 Penalty: 3193.906982
	Iteration 8F: 3 clusters Score -5324454 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5326324.500000 Penalty: 3193.906982
	Iteration 9F: 3 clusters Score -5326324 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5327993.000000 Penalty: 3193.906982
	Iteration 10F: 3 clusters Score -5327993 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -5329284.500000 Penalty: 3193.906982
	Iteration 11Q: 3 clusters Score -5329284 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5330180.500000 Penalty: 3193.906982
	Iteration 12Q: 3 clusters Score -5330180 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -5330825.000000 Penalty: 3193.906982
	Iteration 13Q: 3 clusters Score -5330825 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5331416.000000 Penalty: 3193.906982
	Iteration 14Q: 3 clusters Score -5331416 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -5332010.000000 Penalty: 3193.906982
	Iteration 15Q: 3 clusters Score -5332010 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -5332618.000000 Penalty: 3193.906982
	Iteration 16Q: 3 clusters Score -5332618 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5333087.500000 Penalty: 3193.906982
	Iteration 17Q: 3 clusters Score -5333088 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -5333539.500000 Penalty: 3193.906982
	Iteration 18Q: 3 clusters Score -5333540 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5333893.000000 Penalty: 3193.906982
	Iteration 19Q: 3 clusters Score -5333893 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -5334179.500000 Penalty: 3193.906982
	Iteration 20F: 3 clusters Score -5334180 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5334420.500000 Penalty: 3193.906982
	Iteration 21Q: 3 clusters Score -5334420 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5334610.000000 Penalty: 3193.906982
	Iteration 22Q: 3 clusters Score -5334610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -5334719.000000 Penalty: 3193.906982
	Iteration 23Q: 3 clusters Score -5334719 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5334817.500000 Penalty: 3193.906982
	Iteration 24Q: 3 clusters Score -5334818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5334888.000000 Penalty: 3193.906982
	Iteration 25Q: 3 clusters Score -5334888 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5334953.000000 Penalty: 3193.906982
	Iteration 26Q: 3 clusters Score -5334953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5334987.500000 Penalty: 3193.906982
	Iteration 27Q: 3 clusters Score -5334988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5335022.000000 Penalty: 3193.906982
	Iteration 28Q: 3 clusters Score -5335022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5335036.500000 Penalty: 3193.906982
	Iteration 29Q: 3 clusters Score -5335036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5335043.000000 Penalty: 3193.906982
	Iteration 30Q: 3 clusters Score -5335043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5335046.500000 Penalty: 3193.906982
	Iteration 31Q: 3 clusters Score -5335046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5335057.000000 Penalty: 3193.906982
	Iteration 32Q: 3 clusters Score -5335057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5335059.000000 Penalty: 3193.906982
	Iteration 33Q: 3 clusters Score -5335059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5335066.000000 Penalty: 3193.906982
	Iteration 34Q: 3 clusters Score -5335066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5335075.500000 Penalty: 3193.906982
	Iteration 35Q: 3 clusters Score -5335076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -5335078.500000 Penalty: 3193.906982
	Iteration 36Q: 3 clusters Score -5335078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5335076.500000 Penalty: 3193.906982
	Iteration 37Q: 3 clusters Score -5335076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -5335079.500000 Penalty: 3193.906982
	Iteration 38Q: 3 clusters Score -5335080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5335082.000000 Penalty: 3193.906982
	Iteration 39Q: 3 clusters Score -5335082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5335078.000000 Penalty: 3193.906982
	Iteration 40F: 3 clusters Score -5335078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5335074.500000 Penalty: 3193.906982
	Iteration 41Q: 3 clusters Score -5335074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5335076.500000 Penalty: 3193.906982
	Iteration 42Q: 3 clusters Score -5335076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -5335083.500000 Penalty: 3193.906982
	Iteration 43Q: 3 clusters Score -5335084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5335077.000000 Penalty: 3193.906982
	Iteration 44Q: 3 clusters Score -5335077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5335074.500000 Penalty: 3193.906982
	Iteration 45Q: 3 clusters Score -5335074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5335071.500000 Penalty: 3193.906982
	Iteration 46Q: 3 clusters Score -5335072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5335076.000000 Penalty: 3193.906982
	Iteration 47Q: 3 clusters Score -5335076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5335078.000000 Penalty: 3193.906982
	Iteration 48Q: 3 clusters Score -5335078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5335076.000000 Penalty: 3193.906982
	Iteration 49Q: 3 clusters Score -5335076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5335075.500000 Penalty: 3193.906982
	Iteration 50Q: 3 clusters Score -5335076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5335073.500000 Penalty: 3193.906982
	Iteration 51Q: 3 clusters Score -5335074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5335067.000000 Penalty: 3193.906982
	Iteration 52Q: 3 clusters Score -5335067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5335073.000000 Penalty: 3193.906982
	Iteration 53Q: 3 clusters Score -5335073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -5335069.500000 Penalty: 3193.906982
	Iteration 54Q: 3 clusters Score -5335070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5335073.500000 Penalty: 3193.906982
	Iteration 55Q: 3 clusters Score -5335074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5335073.500000 Penalty: 3193.906982
	Iteration 56F: 3 clusters Score -5335074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Entering Unmasked Estep 
Score: -960484.500000 Penalty: 1340.059082
	Iteration 0F: 2 clusters Score -960484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -954850.437500 Penalty: 2680.118164
	Iteration 0F: 3 clusters Score -954850.4 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -956650.625000 Penalty: 2680.118164
	Iteration 1F: 3 clusters Score -956650.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -956907.562500 Penalty: 2680.118164
	Iteration 2F: 3 clusters Score -956907.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -957062.062500 Penalty: 2680.118164
	Iteration 3Q: 3 clusters Score -957062.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -957166.000000 Penalty: 2680.118164
	Iteration 4Q: 3 clusters Score -957166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -957248.625000 Penalty: 2680.118164
	Iteration 5Q: 3 clusters Score -957248.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -957316.562500 Penalty: 2680.118164
	Iteration 6Q: 3 clusters Score -957316.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -957386.125000 Penalty: 2680.118164
	Iteration 7Q: 3 clusters Score -957386.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -957455.312500 Penalty: 2680.118164
	Iteration 8Q: 3 clusters Score -957455.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -957523.000000 Penalty: 2680.118164
	Iteration 9Q: 3 clusters Score -957523 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -957593.187500 Penalty: 2680.118164
	Iteration 10Q: 3 clusters Score -957593.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -957664.375000 Penalty: 2680.118164
	Iteration 11Q: 3 clusters Score -957664.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -957759.312500 Penalty: 2680.118164
	Iteration 12Q: 3 clusters Score -957759.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -957882.062500 Penalty: 2680.118164
	Iteration 13Q: 3 clusters Score -957882.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -958010.000000 Penalty: 2680.118164
	Iteration 14Q: 3 clusters Score -958010 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -958148.625000 Penalty: 2680.118164
	Iteration 15Q: 3 clusters Score -958148.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -958285.375000 Penalty: 2680.118164
	Iteration 16Q: 3 clusters Score -958285.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -958425.000000 Penalty: 2680.118164
	Iteration 17Q: 3 clusters Score -958425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -958534.750000 Penalty: 2680.118164
	Iteration 18Q: 3 clusters Score -958534.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -958628.062500 Penalty: 2680.118164
	Iteration 19Q: 3 clusters Score -958628.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -958715.000000 Penalty: 2680.118164
	Iteration 20F: 3 clusters Score -958715 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -958788.750000 Penalty: 2680.118164
	Iteration 21Q: 3 clusters Score -958788.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -958852.250000 Penalty: 2680.118164
	Iteration 22Q: 3 clusters Score -958852.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -958924.750000 Penalty: 2680.118164
	Iteration 23Q: 3 clusters Score -958924.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -958989.187500 Penalty: 2680.118164
	Iteration 24Q: 3 clusters Score -958989.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -959057.250000 Penalty: 2680.118164
	Iteration 25Q: 3 clusters Score -959057.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -959117.812500 Penalty: 2680.118164
	Iteration 26Q: 3 clusters Score -959117.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -959152.250000 Penalty: 2680.118164
	Iteration 27Q: 3 clusters Score -959152.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -959188.812500 Penalty: 2680.118164
	Iteration 28Q: 3 clusters Score -959188.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -959217.562500 Penalty: 2680.118164
	Iteration 29Q: 3 clusters Score -959217.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -959247.500000 Penalty: 2680.118164
	Iteration 30Q: 3 clusters Score -959247.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -959279.125000 Penalty: 2680.118164
	Iteration 31Q: 3 clusters Score -959279.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -959310.812500 Penalty: 2680.118164
	Iteration 32Q: 3 clusters Score -959310.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -959322.687500 Penalty: 2680.118164
	Iteration 33Q: 3 clusters Score -959322.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -959335.750000 Penalty: 2680.118164
	Iteration 34Q: 3 clusters Score -959335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -959348.500000 Penalty: 2680.118164
	Iteration 35Q: 3 clusters Score -959348.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -959357.750000 Penalty: 2680.118164
	Iteration 36Q: 3 clusters Score -959357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -959364.875000 Penalty: 2680.118164
	Iteration 37Q: 3 clusters Score -959364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -959367.812500 Penalty: 2680.118164
	Iteration 38Q: 3 clusters Score -959367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -959370.000000 Penalty: 2680.118164
	Iteration 39Q: 3 clusters Score -959370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -959372.250000 Penalty: 2680.118164
	Iteration 40F: 3 clusters Score -959372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -959373.000000 Penalty: 2680.118164
	Iteration 41Q: 3 clusters Score -959373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -959374.312500 Penalty: 2680.118164
	Iteration 42Q: 3 clusters Score -959374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -959374.312500 Penalty: 2680.118164
	Iteration 43F: 3 clusters Score -959374.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -1351645.125000 Penalty: 1399.513428
	Iteration 0F: 2 clusters Score -1351645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1343518.875000 Penalty: 2799.026855
	Iteration 0F: 3 clusters Score -1343519 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1346276.375000 Penalty: 2799.026855
	Iteration 1F: 3 clusters Score -1346276 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1346599.750000 Penalty: 2799.026855
	Iteration 2F: 3 clusters Score -1346600 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1346821.875000 Penalty: 2799.026855
	Iteration 3Q: 3 clusters Score -1346822 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1347002.250000 Penalty: 2799.026855
	Iteration 4Q: 3 clusters Score -1347002 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1347143.875000 Penalty: 2799.026855
	Iteration 5Q: 3 clusters Score -1347144 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1347274.250000 Penalty: 2799.026855
	Iteration 6Q: 3 clusters Score -1347274 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1347397.125000 Penalty: 2799.026855
	Iteration 7Q: 3 clusters Score -1347397 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1347511.500000 Penalty: 2799.026855
	Iteration 8Q: 3 clusters Score -1347512 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1347628.250000 Penalty: 2799.026855
	Iteration 9Q: 3 clusters Score -1347628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1347755.375000 Penalty: 2799.026855
	Iteration 10Q: 3 clusters Score -1347755 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1347902.500000 Penalty: 2799.026855
	Iteration 11Q: 3 clusters Score -1347902 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1348083.375000 Penalty: 2799.026855
	Iteration 12Q: 3 clusters Score -1348083 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1348311.375000 Penalty: 2799.026855
	Iteration 13Q: 3 clusters Score -1348311 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1348566.000000 Penalty: 2799.026855
	Iteration 14Q: 3 clusters Score -1348566 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1348845.125000 Penalty: 2799.026855
	Iteration 15Q: 3 clusters Score -1348845 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1349116.875000 Penalty: 2799.026855
	Iteration 16Q: 3 clusters Score -1349117 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1349394.375000 Penalty: 2799.026855
	Iteration 17Q: 3 clusters Score -1349394 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1349646.250000 Penalty: 2799.026855
	Iteration 18Q: 3 clusters Score -1349646 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1349856.250000 Penalty: 2799.026855
	Iteration 19Q: 3 clusters Score -1349856 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1350022.000000 Penalty: 2799.026855
	Iteration 20F: 3 clusters Score -1350022 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1350189.375000 Penalty: 2799.026855
	Iteration 21Q: 3 clusters Score -1350189 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1350321.750000 Penalty: 2799.026855
	Iteration 22Q: 3 clusters Score -1350322 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1350452.375000 Penalty: 2799.026855
	Iteration 23Q: 3 clusters Score -1350452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1350535.250000 Penalty: 2799.026855
	Iteration 24Q: 3 clusters Score -1350535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1350600.500000 Penalty: 2799.026855
	Iteration 25Q: 3 clusters Score -1350600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1350647.875000 Penalty: 2799.026855
	Iteration 26Q: 3 clusters Score -1350648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1350689.500000 Penalty: 2799.026855
	Iteration 27Q: 3 clusters Score -1350690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1350719.375000 Penalty: 2799.026855
	Iteration 28Q: 3 clusters Score -1350719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1350742.125000 Penalty: 2799.026855
	Iteration 29Q: 3 clusters Score -1350742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1350764.500000 Penalty: 2799.026855
	Iteration 30Q: 3 clusters Score -1350764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1350784.750000 Penalty: 2799.026855
	Iteration 31Q: 3 clusters Score -1350785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1350801.875000 Penalty: 2799.026855
	Iteration 32Q: 3 clusters Score -1350802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1350813.875000 Penalty: 2799.026855
	Iteration 33Q: 3 clusters Score -1350814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1350817.625000 Penalty: 2799.026855
	Iteration 34Q: 3 clusters Score -1350818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1350827.125000 Penalty: 2799.026855
	Iteration 35Q: 3 clusters Score -1350827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1350840.875000 Penalty: 2799.026855
	Iteration 36Q: 3 clusters Score -1350841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1350850.500000 Penalty: 2799.026855
	Iteration 37Q: 3 clusters Score -1350850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1350856.125000 Penalty: 2799.026855
	Iteration 38Q: 3 clusters Score -1350856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1350859.625000 Penalty: 2799.026855
	Iteration 39Q: 3 clusters Score -1350860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1350868.000000 Penalty: 2799.026855
	Iteration 40F: 3 clusters Score -1350868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1350880.875000 Penalty: 2799.026855
	Iteration 41Q: 3 clusters Score -1350881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1350887.625000 Penalty: 2799.026855
	Iteration 42Q: 3 clusters Score -1350888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1350887.750000 Penalty: 2799.026855
	Iteration 43Q: 3 clusters Score -1350888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1350887.000000 Penalty: 2799.026855
	Iteration 44Q: 3 clusters Score -1350887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1350892.000000 Penalty: 2799.026855
	Iteration 45Q: 3 clusters Score -1350892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1350898.000000 Penalty: 2799.026855
	Iteration 46Q: 3 clusters Score -1350898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1350898.250000 Penalty: 2799.026855
	Iteration 47Q: 3 clusters Score -1350898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1350905.000000 Penalty: 2799.026855
	Iteration 48Q: 3 clusters Score -1350905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1350906.125000 Penalty: 2799.026855
	Iteration 49Q: 3 clusters Score -1350906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1350909.625000 Penalty: 2799.026855
	Iteration 50Q: 3 clusters Score -1350910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1350911.375000 Penalty: 2799.026855
	Iteration 51Q: 3 clusters Score -1350911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1350912.375000 Penalty: 2799.026855
	Iteration 52Q: 3 clusters Score -1350912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1350914.250000 Penalty: 2799.026855
	Iteration 53Q: 3 clusters Score -1350914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1350914.875000 Penalty: 2799.026855
	Iteration 54Q: 3 clusters Score -1350915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1350916.875000 Penalty: 2799.026855
	Iteration 55Q: 3 clusters Score -1350917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1350916.875000 Penalty: 2799.026855
	Iteration 56F: 3 clusters Score -1350917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -278812.593750 Penalty: 1165.698730
	Iteration 0F: 2 clusters Score -278812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276633.625000 Penalty: 2331.397461
	Iteration 0F: 3 clusters Score -276633.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -277227.062500 Penalty: 2331.397461
	Iteration 1F: 3 clusters Score -277227.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -277383.000000 Penalty: 2331.397461
	Iteration 2F: 3 clusters Score -277383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -277467.687500 Penalty: 2331.397461
	Iteration 3Q: 3 clusters Score -277467.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -277521.906250 Penalty: 2331.397461
	Iteration 4Q: 3 clusters Score -277521.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -277552.750000 Penalty: 2331.397461
	Iteration 5Q: 3 clusters Score -277552.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -277572.843750 Penalty: 2331.397461
	Iteration 6Q: 3 clusters Score -277572.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -277589.656250 Penalty: 2331.397461
	Iteration 7Q: 3 clusters Score -277589.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -277602.875000 Penalty: 2331.397461
	Iteration 8Q: 3 clusters Score -277602.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -277611.281250 Penalty: 2331.397461
	Iteration 9Q: 3 clusters Score -277611.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -277620.656250 Penalty: 2331.397461
	Iteration 10Q: 3 clusters Score -277620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -277629.218750 Penalty: 2331.397461
	Iteration 11Q: 3 clusters Score -277629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -277634.750000 Penalty: 2331.397461
	Iteration 12Q: 3 clusters Score -277634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -277640.656250 Penalty: 2331.397461
	Iteration 13Q: 3 clusters Score -277640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -277643.343750 Penalty: 2331.397461
	Iteration 14Q: 3 clusters Score -277643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -277645.250000 Penalty: 2331.397461
	Iteration 15Q: 3 clusters Score -277645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -277647.656250 Penalty: 2331.397461
	Iteration 16Q: 3 clusters Score -277647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -277649.750000 Penalty: 2331.397461
	Iteration 17Q: 3 clusters Score -277649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -277653.312500 Penalty: 2331.397461
	Iteration 18Q: 3 clusters Score -277653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -277658.843750 Penalty: 2331.397461
	Iteration 19Q: 3 clusters Score -277658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -277661.812500 Penalty: 2331.397461
	Iteration 20F: 3 clusters Score -277661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -277665.375000 Penalty: 2331.397461
	Iteration 21Q: 3 clusters Score -277665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -277670.531250 Penalty: 2331.397461
	Iteration 22Q: 3 clusters Score -277670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -277674.031250 Penalty: 2331.397461
	Iteration 23Q: 3 clusters Score -277674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -277677.062500 Penalty: 2331.397461
	Iteration 24Q: 3 clusters Score -277677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -277680.937500 Penalty: 2331.397461
	Iteration 25Q: 3 clusters Score -277680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -277685.281250 Penalty: 2331.397461
	Iteration 26Q: 3 clusters Score -277685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -277688.906250 Penalty: 2331.397461
	Iteration 27Q: 3 clusters Score -277688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -277691.812500 Penalty: 2331.397461
	Iteration 28Q: 3 clusters Score -277691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -277694.437500 Penalty: 2331.397461
	Iteration 29Q: 3 clusters Score -277694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -277696.500000 Penalty: 2331.397461
	Iteration 30Q: 3 clusters Score -277696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -277698.343750 Penalty: 2331.397461
	Iteration 31Q: 3 clusters Score -277698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -277698.343750 Penalty: 2331.397461
	Iteration 32F: 3 clusters Score -277698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -303794.000000 Penalty: 1180.121704
	Iteration 0F: 2 clusters Score -303794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -301481.031250 Penalty: 2360.243408
	Iteration 0F: 3 clusters Score -301481 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302114.281250 Penalty: 2360.243408
	Iteration 1F: 3 clusters Score -302114.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302242.156250 Penalty: 2360.243408
	Iteration 2F: 3 clusters Score -302242.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -302311.312500 Penalty: 2360.243408
	Iteration 3Q: 3 clusters Score -302311.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -302363.687500 Penalty: 2360.243408
	Iteration 4Q: 3 clusters Score -302363.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -302391.375000 Penalty: 2360.243408
	Iteration 5Q: 3 clusters Score -302391.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -302413.281250 Penalty: 2360.243408
	Iteration 6Q: 3 clusters Score -302413.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -302436.562500 Penalty: 2360.243408
	Iteration 7Q: 3 clusters Score -302436.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -302449.625000 Penalty: 2360.243408
	Iteration 8Q: 3 clusters Score -302449.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -302460.656250 Penalty: 2360.243408
	Iteration 9Q: 3 clusters Score -302460.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -302468.031250 Penalty: 2360.243408
	Iteration 10Q: 3 clusters Score -302468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -302471.312500 Penalty: 2360.243408
	Iteration 11Q: 3 clusters Score -302471.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -302476.250000 Penalty: 2360.243408
	Iteration 12Q: 3 clusters Score -302476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -302479.343750 Penalty: 2360.243408
	Iteration 13Q: 3 clusters Score -302479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -302481.250000 Penalty: 2360.243408
	Iteration 14Q: 3 clusters Score -302481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -302482.875000 Penalty: 2360.243408
	Iteration 15Q: 3 clusters Score -302482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -302485.187500 Penalty: 2360.243408
	Iteration 16Q: 3 clusters Score -302485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -302486.593750 Penalty: 2360.243408
	Iteration 17Q: 3 clusters Score -302486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -302487.406250 Penalty: 2360.243408
	Iteration 18Q: 3 clusters Score -302487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -302487.406250 Penalty: 2360.243408
	Iteration 19F: 3 clusters Score -302487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -308620.531250 Penalty: 1200.718262
	Iteration 0F: 2 clusters Score -308620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -306067.031250 Penalty: 2401.436523
	Iteration 0F: 3 clusters Score -306067 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -306853.968750 Penalty: 2401.436523
	Iteration 1F: 3 clusters Score -306854 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -307129.781250 Penalty: 2401.436523
	Iteration 2F: 3 clusters Score -307129.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -307324.031250 Penalty: 2401.436523
	Iteration 3F: 3 clusters Score -307324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -307488.812500 Penalty: 2401.436523
	Iteration 4F: 3 clusters Score -307488.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -307643.156250 Penalty: 2401.436523
	Iteration 5Q: 3 clusters Score -307643.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -307766.375000 Penalty: 2401.436523
	Iteration 6Q: 3 clusters Score -307766.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -307867.500000 Penalty: 2401.436523
	Iteration 7Q: 3 clusters Score -307867.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -307941.750000 Penalty: 2401.436523
	Iteration 8Q: 3 clusters Score -307941.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -308015.437500 Penalty: 2401.436523
	Iteration 9Q: 3 clusters Score -308015.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -308069.281250 Penalty: 2401.436523
	Iteration 10Q: 3 clusters Score -308069.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -308104.187500 Penalty: 2401.436523
	Iteration 11Q: 3 clusters Score -308104.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -308127.500000 Penalty: 2401.436523
	Iteration 12Q: 3 clusters Score -308127.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -308143.812500 Penalty: 2401.436523
	Iteration 13Q: 3 clusters Score -308143.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -308155.625000 Penalty: 2401.436523
	Iteration 14Q: 3 clusters Score -308155.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -308180.375000 Penalty: 2401.436523
	Iteration 15Q: 3 clusters Score -308180.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -308194.750000 Penalty: 2401.436523
	Iteration 16Q: 3 clusters Score -308194.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308204.812500 Penalty: 2401.436523
	Iteration 17Q: 3 clusters Score -308204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -308213.281250 Penalty: 2401.436523
	Iteration 18Q: 3 clusters Score -308213.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -308223.375000 Penalty: 2401.436523
	Iteration 19Q: 3 clusters Score -308223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -308237.093750 Penalty: 2401.436523
	Iteration 20F: 3 clusters Score -308237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308257.562500 Penalty: 2401.436523
	Iteration 21Q: 3 clusters Score -308257.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -308282.687500 Penalty: 2401.436523
	Iteration 22Q: 3 clusters Score -308282.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -308305.531250 Penalty: 2401.436523
	Iteration 23Q: 3 clusters Score -308305.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -308323.593750 Penalty: 2401.436523
	Iteration 24Q: 3 clusters Score -308323.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -308335.218750 Penalty: 2401.436523
	Iteration 25Q: 3 clusters Score -308335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -308341.593750 Penalty: 2401.436523
	Iteration 26Q: 3 clusters Score -308341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -308346.500000 Penalty: 2401.436523
	Iteration 27Q: 3 clusters Score -308346.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -308353.875000 Penalty: 2401.436523
	Iteration 28Q: 3 clusters Score -308353.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -308356.781250 Penalty: 2401.436523
	Iteration 29Q: 3 clusters Score -308356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -308358.843750 Penalty: 2401.436523
	Iteration 30Q: 3 clusters Score -308358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -308362.437500 Penalty: 2401.436523
	Iteration 31Q: 3 clusters Score -308362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -308365.968750 Penalty: 2401.436523
	Iteration 32Q: 3 clusters Score -308366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -308370.781250 Penalty: 2401.436523
	Iteration 33Q: 3 clusters Score -308370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308376.781250 Penalty: 2401.436523
	Iteration 34Q: 3 clusters Score -308376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -308383.906250 Penalty: 2401.436523
	Iteration 35Q: 3 clusters Score -308383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308388.718750 Penalty: 2401.436523
	Iteration 36Q: 3 clusters Score -308388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -308391.187500 Penalty: 2401.436523
	Iteration 37Q: 3 clusters Score -308391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -308393.500000 Penalty: 2401.436523
	Iteration 38Q: 3 clusters Score -308393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308397.312500 Penalty: 2401.436523
	Iteration 39Q: 3 clusters Score -308397.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -308400.093750 Penalty: 2401.436523
	Iteration 40F: 3 clusters Score -308400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308401.937500 Penalty: 2401.436523
	Iteration 41Q: 3 clusters Score -308401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308402.468750 Penalty: 2401.436523
	Iteration 42Q: 3 clusters Score -308402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308403.281250 Penalty: 2401.436523
	Iteration 43Q: 3 clusters Score -308403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -308404.250000 Penalty: 2401.436523
	Iteration 44Q: 3 clusters Score -308404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308404.343750 Penalty: 2401.436523
	Iteration 45Q: 3 clusters Score -308404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308404.656250 Penalty: 2401.436523
	Iteration 46Q: 3 clusters Score -308404.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308404.656250 Penalty: 2401.436523
	Iteration 47F: 3 clusters Score -308404.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -18243.525391 Penalty: 811.114502
	Iteration 0F: 2 clusters Score -18243.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17657.197266 Penalty: 1622.229004
	Iteration 0F: 3 clusters Score -17657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17735.236328 Penalty: 1622.229004
	Iteration 1F: 3 clusters Score -17735.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17758.810547 Penalty: 1622.229004
	Iteration 2Q: 3 clusters Score -17758.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17764.619141 Penalty: 1622.229004
	Iteration 3Q: 3 clusters Score -17764.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17764.619141 Penalty: 1622.229004
	Iteration 4F: 3 clusters Score -17764.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
Score: -1819107.375000 Penalty: 1435.153076
	Iteration 0F: 2 clusters Score -1819107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1809055.750000 Penalty: 2870.306152
	Iteration 0F: 3 clusters Score -1809056 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1812619.500000 Penalty: 2870.306152
	Iteration 1F: 3 clusters Score -1812620 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1813087.125000 Penalty: 2870.306152
	Iteration 2F: 3 clusters Score -1813087 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1813525.875000 Penalty: 2870.306152
	Iteration 3F: 3 clusters Score -1813526 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1814026.125000 Penalty: 2870.306152
	Iteration 4F: 3 clusters Score -1814026 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1814567.875000 Penalty: 2870.306152
	Iteration 5F: 3 clusters Score -1814568 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1815177.500000 Penalty: 2870.306152
	Iteration 6F: 3 clusters Score -1815178 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1815766.250000 Penalty: 2870.306152
	Iteration 7F: 3 clusters Score -1815766 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1816325.125000 Penalty: 2870.306152
	Iteration 8Q: 3 clusters Score -1816325 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1816806.250000 Penalty: 2870.306152
	Iteration 9Q: 3 clusters Score -1816806 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1817173.875000 Penalty: 2870.306152
	Iteration 10Q: 3 clusters Score -1817174 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1817440.500000 Penalty: 2870.306152
	Iteration 11Q: 3 clusters Score -1817440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1817596.125000 Penalty: 2870.306152
	Iteration 12Q: 3 clusters Score -1817596 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1817711.625000 Penalty: 2870.306152
	Iteration 13Q: 3 clusters Score -1817712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1817786.500000 Penalty: 2870.306152
	Iteration 14Q: 3 clusters Score -1817786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1817824.125000 Penalty: 2870.306152
	Iteration 15Q: 3 clusters Score -1817824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1817852.375000 Penalty: 2870.306152
	Iteration 16Q: 3 clusters Score -1817852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1817880.250000 Penalty: 2870.306152
	Iteration 17Q: 3 clusters Score -1817880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1817917.125000 Penalty: 2870.306152
	Iteration 18Q: 3 clusters Score -1817917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1817931.125000 Penalty: 2870.306152
	Iteration 19Q: 3 clusters Score -1817931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1817937.000000 Penalty: 2870.306152
	Iteration 20F: 3 clusters Score -1817937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1817945.000000 Penalty: 2870.306152
	Iteration 21Q: 3 clusters Score -1817945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1817956.375000 Penalty: 2870.306152
	Iteration 22Q: 3 clusters Score -1817956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1817956.750000 Penalty: 2870.306152
	Iteration 23Q: 3 clusters Score -1817957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1817958.375000 Penalty: 2870.306152
	Iteration 24Q: 3 clusters Score -1817958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1817960.875000 Penalty: 2870.306152
	Iteration 25Q: 3 clusters Score -1817961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1817960.750000 Penalty: 2870.306152
	Iteration 26Q: 3 clusters Score -1817961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1817960.750000 Penalty: 2870.306152
	Iteration 27F: 3 clusters Score -1817961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -669279.750000 Penalty: 1295.992920
	Iteration 0F: 2 clusters Score -669279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -664959.375000 Penalty: 2591.985840
	Iteration 0F: 3 clusters Score -664959.4 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -666244.437500 Penalty: 2591.985840
	Iteration 1F: 3 clusters Score -666244.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -666470.625000 Penalty: 2591.985840
	Iteration 2F: 3 clusters Score -666470.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -666592.500000 Penalty: 2591.985840
	Iteration 3Q: 3 clusters Score -666592.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -666674.500000 Penalty: 2591.985840
	Iteration 4Q: 3 clusters Score -666674.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -666740.000000 Penalty: 2591.985840
	Iteration 5Q: 3 clusters Score -666740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -666789.187500 Penalty: 2591.985840
	Iteration 6Q: 3 clusters Score -666789.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -666829.187500 Penalty: 2591.985840
	Iteration 7Q: 3 clusters Score -666829.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -666862.687500 Penalty: 2591.985840
	Iteration 8Q: 3 clusters Score -666862.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -666894.250000 Penalty: 2591.985840
	Iteration 9Q: 3 clusters Score -666894.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -666926.312500 Penalty: 2591.985840
	Iteration 10Q: 3 clusters Score -666926.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -666950.812500 Penalty: 2591.985840
	Iteration 11Q: 3 clusters Score -666950.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -666971.062500 Penalty: 2591.985840
	Iteration 12Q: 3 clusters Score -666971.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -666993.937500 Penalty: 2591.985840
	Iteration 13Q: 3 clusters Score -666993.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -667011.312500 Penalty: 2591.985840
	Iteration 14Q: 3 clusters Score -667011.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -667028.062500 Penalty: 2591.985840
	Iteration 15Q: 3 clusters Score -667028.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -667041.000000 Penalty: 2591.985840
	Iteration 16Q: 3 clusters Score -667041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -667052.500000 Penalty: 2591.985840
	Iteration 17Q: 3 clusters Score -667052.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -667068.187500 Penalty: 2591.985840
	Iteration 18Q: 3 clusters Score -667068.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -667084.312500 Penalty: 2591.985840
	Iteration 19Q: 3 clusters Score -667084.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -667103.625000 Penalty: 2591.985840
	Iteration 20F: 3 clusters Score -667103.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -667117.937500 Penalty: 2591.985840
	Iteration 21Q: 3 clusters Score -667117.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -667136.937500 Penalty: 2591.985840
	Iteration 22Q: 3 clusters Score -667136.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -667161.437500 Penalty: 2591.985840
	Iteration 23Q: 3 clusters Score -667161.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -667189.875000 Penalty: 2591.985840
	Iteration 24Q: 3 clusters Score -667189.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -667217.937500 Penalty: 2591.985840
	Iteration 25Q: 3 clusters Score -667217.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -667248.875000 Penalty: 2591.985840
	Iteration 26Q: 3 clusters Score -667248.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -667273.437500 Penalty: 2591.985840
	Iteration 27Q: 3 clusters Score -667273.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -667299.687500 Penalty: 2591.985840
	Iteration 28Q: 3 clusters Score -667299.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -667334.062500 Penalty: 2591.985840
	Iteration 29Q: 3 clusters Score -667334.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -667370.750000 Penalty: 2591.985840
	Iteration 30Q: 3 clusters Score -667370.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -667423.125000 Penalty: 2591.985840
	Iteration 31Q: 3 clusters Score -667423.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -667480.375000 Penalty: 2591.985840
	Iteration 32Q: 3 clusters Score -667480.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -667545.500000 Penalty: 2591.985840
	Iteration 33Q: 3 clusters Score -667545.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -667597.062500 Penalty: 2591.985840
	Iteration 34Q: 3 clusters Score -667597.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -667648.625000 Penalty: 2591.985840
	Iteration 35Q: 3 clusters Score -667648.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -667705.875000 Penalty: 2591.985840
	Iteration 36Q: 3 clusters Score -667705.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -667767.250000 Penalty: 2591.985840
	Iteration 37Q: 3 clusters Score -667767.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -667819.500000 Penalty: 2591.985840
	Iteration 38Q: 3 clusters Score -667819.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -667870.125000 Penalty: 2591.985840
	Iteration 39Q: 3 clusters Score -667870.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -667911.875000 Penalty: 2591.985840
	Iteration 40F: 3 clusters Score -667911.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -667952.312500 Penalty: 2591.985840
	Iteration 41Q: 3 clusters Score -667952.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -667990.625000 Penalty: 2591.985840
	Iteration 42Q: 3 clusters Score -667990.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -668035.312500 Penalty: 2591.985840
	Iteration 43Q: 3 clusters Score -668035.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -668067.687500 Penalty: 2591.985840
	Iteration 44Q: 3 clusters Score -668067.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -668096.500000 Penalty: 2591.985840
	Iteration 45Q: 3 clusters Score -668096.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -668118.687500 Penalty: 2591.985840
	Iteration 46Q: 3 clusters Score -668118.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -668134.250000 Penalty: 2591.985840
	Iteration 47Q: 3 clusters Score -668134.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -668158.062500 Penalty: 2591.985840
	Iteration 48Q: 3 clusters Score -668158.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -668174.812500 Penalty: 2591.985840
	Iteration 49Q: 3 clusters Score -668174.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -668189.375000 Penalty: 2591.985840
	Iteration 50Q: 3 clusters Score -668189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -668200.375000 Penalty: 2591.985840
	Iteration 51Q: 3 clusters Score -668200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -668203.312500 Penalty: 2591.985840
	Iteration 52Q: 3 clusters Score -668203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -668208.562500 Penalty: 2591.985840
	Iteration 53Q: 3 clusters Score -668208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -668212.562500 Penalty: 2591.985840
	Iteration 54Q: 3 clusters Score -668212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -668214.250000 Penalty: 2591.985840
	Iteration 55Q: 3 clusters Score -668214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -668219.875000 Penalty: 2591.985840
	Iteration 56Q: 3 clusters Score -668219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -668223.062500 Penalty: 2591.985840
	Iteration 57Q: 3 clusters Score -668223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -668223.625000 Penalty: 2591.985840
	Iteration 58Q: 3 clusters Score -668223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -668223.625000 Penalty: 2591.985840
	Iteration 59F: 3 clusters Score -668223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -668753.187500 Penalty: 1292.138184
	Iteration 0F: 2 clusters Score -668753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -664545.062500 Penalty: 2584.276367
	Iteration 0F: 3 clusters Score -664545.1 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -665897.500000 Penalty: 2584.276367
	Iteration 1F: 3 clusters Score -665897.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -666159.375000 Penalty: 2584.276367
	Iteration 2F: 3 clusters Score -666159.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -666324.937500 Penalty: 2584.276367
	Iteration 3F: 3 clusters Score -666324.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -666423.750000 Penalty: 2584.276367
	Iteration 4Q: 3 clusters Score -666423.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -666505.875000 Penalty: 2584.276367
	Iteration 5Q: 3 clusters Score -666505.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -666570.312500 Penalty: 2584.276367
	Iteration 6Q: 3 clusters Score -666570.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -666618.187500 Penalty: 2584.276367
	Iteration 7Q: 3 clusters Score -666618.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -666657.562500 Penalty: 2584.276367
	Iteration 8Q: 3 clusters Score -666657.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -666689.875000 Penalty: 2584.276367
	Iteration 9Q: 3 clusters Score -666689.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -666722.875000 Penalty: 2584.276367
	Iteration 10Q: 3 clusters Score -666722.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -666756.062500 Penalty: 2584.276367
	Iteration 11Q: 3 clusters Score -666756.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -666783.125000 Penalty: 2584.276367
	Iteration 12Q: 3 clusters Score -666783.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -666809.000000 Penalty: 2584.276367
	Iteration 13Q: 3 clusters Score -666809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -666827.500000 Penalty: 2584.276367
	Iteration 14Q: 3 clusters Score -666827.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -666848.625000 Penalty: 2584.276367
	Iteration 15Q: 3 clusters Score -666848.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -666873.562500 Penalty: 2584.276367
	Iteration 16Q: 3 clusters Score -666873.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -666890.937500 Penalty: 2584.276367
	Iteration 17Q: 3 clusters Score -666890.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -666907.937500 Penalty: 2584.276367
	Iteration 18Q: 3 clusters Score -666907.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -666922.312500 Penalty: 2584.276367
	Iteration 19Q: 3 clusters Score -666922.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -666939.375000 Penalty: 2584.276367
	Iteration 20F: 3 clusters Score -666939.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -666957.187500 Penalty: 2584.276367
	Iteration 21Q: 3 clusters Score -666957.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -666971.375000 Penalty: 2584.276367
	Iteration 22Q: 3 clusters Score -666971.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -666986.187500 Penalty: 2584.276367
	Iteration 23Q: 3 clusters Score -666986.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -667001.562500 Penalty: 2584.276367
	Iteration 24Q: 3 clusters Score -667001.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -667017.750000 Penalty: 2584.276367
	Iteration 25Q: 3 clusters Score -667017.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -667029.250000 Penalty: 2584.276367
	Iteration 26Q: 3 clusters Score -667029.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -667036.812500 Penalty: 2584.276367
	Iteration 27Q: 3 clusters Score -667036.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -667045.750000 Penalty: 2584.276367
	Iteration 28Q: 3 clusters Score -667045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -667050.437500 Penalty: 2584.276367
	Iteration 29Q: 3 clusters Score -667050.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -667059.062500 Penalty: 2584.276367
	Iteration 30Q: 3 clusters Score -667059.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -667066.625000 Penalty: 2584.276367
	Iteration 31Q: 3 clusters Score -667066.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -667076.812500 Penalty: 2584.276367
	Iteration 32Q: 3 clusters Score -667076.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -667083.500000 Penalty: 2584.276367
	Iteration 33Q: 3 clusters Score -667083.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -667092.312500 Penalty: 2584.276367
	Iteration 34Q: 3 clusters Score -667092.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -667102.750000 Penalty: 2584.276367
	Iteration 35Q: 3 clusters Score -667102.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -667113.812500 Penalty: 2584.276367
	Iteration 36Q: 3 clusters Score -667113.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -667122.687500 Penalty: 2584.276367
	Iteration 37Q: 3 clusters Score -667122.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -667134.625000 Penalty: 2584.276367
	Iteration 38Q: 3 clusters Score -667134.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -667149.187500 Penalty: 2584.276367
	Iteration 39Q: 3 clusters Score -667149.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -667161.625000 Penalty: 2584.276367
	Iteration 40F: 3 clusters Score -667161.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -667180.750000 Penalty: 2584.276367
	Iteration 41Q: 3 clusters Score -667180.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -667198.437500 Penalty: 2584.276367
	Iteration 42Q: 3 clusters Score -667198.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -667212.625000 Penalty: 2584.276367
	Iteration 43Q: 3 clusters Score -667212.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -667225.375000 Penalty: 2584.276367
	Iteration 44Q: 3 clusters Score -667225.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -667235.875000 Penalty: 2584.276367
	Iteration 45Q: 3 clusters Score -667235.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -667250.250000 Penalty: 2584.276367
	Iteration 46Q: 3 clusters Score -667250.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -667263.437500 Penalty: 2584.276367
	Iteration 47Q: 3 clusters Score -667263.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -667281.250000 Penalty: 2584.276367
	Iteration 48Q: 3 clusters Score -667281.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -667297.250000 Penalty: 2584.276367
	Iteration 49Q: 3 clusters Score -667297.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -667308.875000 Penalty: 2584.276367
	Iteration 50Q: 3 clusters Score -667308.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -667327.125000 Penalty: 2584.276367
	Iteration 51Q: 3 clusters Score -667327.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -667338.937500 Penalty: 2584.276367
	Iteration 52Q: 3 clusters Score -667338.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -667351.312500 Penalty: 2584.276367
	Iteration 53Q: 3 clusters Score -667351.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -667370.750000 Penalty: 2584.276367
	Iteration 54Q: 3 clusters Score -667370.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -667384.875000 Penalty: 2584.276367
	Iteration 55Q: 3 clusters Score -667384.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -667400.937500 Penalty: 2584.276367
	Iteration 56Q: 3 clusters Score -667400.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -667410.062500 Penalty: 2584.276367
	Iteration 57Q: 3 clusters Score -667410.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -667421.500000 Penalty: 2584.276367
	Iteration 58Q: 3 clusters Score -667421.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -667431.875000 Penalty: 2584.276367
	Iteration 59Q: 3 clusters Score -667431.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -667442.187500 Penalty: 2584.276367
	Iteration 60F: 3 clusters Score -667442.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -667452.187500 Penalty: 2584.276367
	Iteration 61Q: 3 clusters Score -667452.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -667459.437500 Penalty: 2584.276367
	Iteration 62Q: 3 clusters Score -667459.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -667473.125000 Penalty: 2584.276367
	Iteration 63Q: 3 clusters Score -667473.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -667482.500000 Penalty: 2584.276367
	Iteration 64Q: 3 clusters Score -667482.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -667496.062500 Penalty: 2584.276367
	Iteration 65Q: 3 clusters Score -667496.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -667512.562500 Penalty: 2584.276367
	Iteration 66Q: 3 clusters Score -667512.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -667523.937500 Penalty: 2584.276367
	Iteration 67Q: 3 clusters Score -667523.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -667533.562500 Penalty: 2584.276367
	Iteration 68Q: 3 clusters Score -667533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -667541.500000 Penalty: 2584.276367
	Iteration 69Q: 3 clusters Score -667541.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -667546.812500 Penalty: 2584.276367
	Iteration 70Q: 3 clusters Score -667546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -667550.125000 Penalty: 2584.276367
	Iteration 71Q: 3 clusters Score -667550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -667556.062500 Penalty: 2584.276367
	Iteration 72Q: 3 clusters Score -667556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -667562.500000 Penalty: 2584.276367
	Iteration 73Q: 3 clusters Score -667562.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -667574.125000 Penalty: 2584.276367
	Iteration 74Q: 3 clusters Score -667574.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -667578.937500 Penalty: 2584.276367
	Iteration 75Q: 3 clusters Score -667578.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -667587.187500 Penalty: 2584.276367
	Iteration 76Q: 3 clusters Score -667587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -667591.625000 Penalty: 2584.276367
	Iteration 77Q: 3 clusters Score -667591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -667593.937500 Penalty: 2584.276367
	Iteration 78Q: 3 clusters Score -667593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -667599.250000 Penalty: 2584.276367
	Iteration 79Q: 3 clusters Score -667599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -667606.375000 Penalty: 2584.276367
	Iteration 80F: 3 clusters Score -667606.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -667612.312500 Penalty: 2584.276367
	Iteration 81Q: 3 clusters Score -667612.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -667618.375000 Penalty: 2584.276367
	Iteration 82Q: 3 clusters Score -667618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -667626.312500 Penalty: 2584.276367
	Iteration 83Q: 3 clusters Score -667626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -667626.750000 Penalty: 2584.276367
	Iteration 84Q: 3 clusters Score -667626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -667632.812500 Penalty: 2584.276367
	Iteration 85Q: 3 clusters Score -667632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -667638.500000 Penalty: 2584.276367
	Iteration 86Q: 3 clusters Score -667638.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -667648.187500 Penalty: 2584.276367
	Iteration 87Q: 3 clusters Score -667648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -667657.375000 Penalty: 2584.276367
	Iteration 88Q: 3 clusters Score -667657.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -667666.125000 Penalty: 2584.276367
	Iteration 89Q: 3 clusters Score -667666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -667674.125000 Penalty: 2584.276367
	Iteration 90Q: 3 clusters Score -667674.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -667676.750000 Penalty: 2584.276367
	Iteration 91Q: 3 clusters Score -667676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -667682.187500 Penalty: 2584.276367
	Iteration 92Q: 3 clusters Score -667682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -667685.500000 Penalty: 2584.276367
	Iteration 93Q: 3 clusters Score -667685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -667688.875000 Penalty: 2584.276367
	Iteration 94Q: 3 clusters Score -667688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -667691.750000 Penalty: 2584.276367
	Iteration 95Q: 3 clusters Score -667691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -667695.312500 Penalty: 2584.276367
	Iteration 96Q: 3 clusters Score -667695.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -667698.937500 Penalty: 2584.276367
	Iteration 97Q: 3 clusters Score -667698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -667703.437500 Penalty: 2584.276367
	Iteration 98Q: 3 clusters Score -667703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -667708.437500 Penalty: 2584.276367
	Iteration 99Q: 3 clusters Score -667708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -667713.875000 Penalty: 2584.276367
	Iteration 100F: 3 clusters Score -667713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -667720.500000 Penalty: 2584.276367
	Iteration 101Q: 3 clusters Score -667720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -667725.437500 Penalty: 2584.276367
	Iteration 102Q: 3 clusters Score -667725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667727.312500 Penalty: 2584.276367
	Iteration 103Q: 3 clusters Score -667727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -667727.375000 Penalty: 2584.276367
	Iteration 104Q: 3 clusters Score -667727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -667730.812500 Penalty: 2584.276367
	Iteration 105Q: 3 clusters Score -667730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -667731.687500 Penalty: 2584.276367
	Iteration 106Q: 3 clusters Score -667731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -667732.250000 Penalty: 2584.276367
	Iteration 107Q: 3 clusters Score -667732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -667733.000000 Penalty: 2584.276367
	Iteration 108Q: 3 clusters Score -667733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -667733.750000 Penalty: 2584.276367
	Iteration 109Q: 3 clusters Score -667733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -667735.562500 Penalty: 2584.276367
	Iteration 110Q: 3 clusters Score -667735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -667737.875000 Penalty: 2584.276367
	Iteration 111Q: 3 clusters Score -667737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -667740.750000 Penalty: 2584.276367
	Iteration 112Q: 3 clusters Score -667740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -667744.187500 Penalty: 2584.276367
	Iteration 113Q: 3 clusters Score -667744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -667746.812500 Penalty: 2584.276367
	Iteration 114Q: 3 clusters Score -667746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -667750.187500 Penalty: 2584.276367
	Iteration 115Q: 3 clusters Score -667750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -667754.875000 Penalty: 2584.276367
	Iteration 116Q: 3 clusters Score -667754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -667759.437500 Penalty: 2584.276367
	Iteration 117Q: 3 clusters Score -667759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -667761.125000 Penalty: 2584.276367
	Iteration 118Q: 3 clusters Score -667761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -667762.187500 Penalty: 2584.276367
	Iteration 119Q: 3 clusters Score -667762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -667762.750000 Penalty: 2584.276367
	Iteration 120F: 3 clusters Score -667762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Entering Unmasked Estep 
Score: -869342.687500 Penalty: 1325.412476
	Iteration 0F: 2 clusters Score -869342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -864210.812500 Penalty: 2650.824951
	Iteration 0F: 3 clusters Score -864210.8 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -865783.375000 Penalty: 2650.824951
	Iteration 1F: 3 clusters Score -865783.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -866021.750000 Penalty: 2650.824951
	Iteration 2F: 3 clusters Score -866021.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -866193.937500 Penalty: 2650.824951
	Iteration 3Q: 3 clusters Score -866193.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -866312.375000 Penalty: 2650.824951
	Iteration 4Q: 3 clusters Score -866312.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -866401.562500 Penalty: 2650.824951
	Iteration 5Q: 3 clusters Score -866401.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -866469.812500 Penalty: 2650.824951
	Iteration 6Q: 3 clusters Score -866469.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -866534.312500 Penalty: 2650.824951
	Iteration 7Q: 3 clusters Score -866534.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -866594.250000 Penalty: 2650.824951
	Iteration 8Q: 3 clusters Score -866594.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -866659.625000 Penalty: 2650.824951
	Iteration 9Q: 3 clusters Score -866659.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -866732.187500 Penalty: 2650.824951
	Iteration 10Q: 3 clusters Score -866732.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -866812.000000 Penalty: 2650.824951
	Iteration 11Q: 3 clusters Score -866812 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -866891.187500 Penalty: 2650.824951
	Iteration 12Q: 3 clusters Score -866891.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -866984.375000 Penalty: 2650.824951
	Iteration 13Q: 3 clusters Score -866984.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -867101.000000 Penalty: 2650.824951
	Iteration 14Q: 3 clusters Score -867101 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -867253.687500 Penalty: 2650.824951
	Iteration 15Q: 3 clusters Score -867253.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -867422.062500 Penalty: 2650.824951
	Iteration 16Q: 3 clusters Score -867422.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -867602.812500 Penalty: 2650.824951
	Iteration 17Q: 3 clusters Score -867602.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -867781.250000 Penalty: 2650.824951
	Iteration 18Q: 3 clusters Score -867781.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -867949.125000 Penalty: 2650.824951
	Iteration 19Q: 3 clusters Score -867949.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -868104.437500 Penalty: 2650.824951
	Iteration 20F: 3 clusters Score -868104.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -868234.312500 Penalty: 2650.824951
	Iteration 21Q: 3 clusters Score -868234.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -868335.250000 Penalty: 2650.824951
	Iteration 22Q: 3 clusters Score -868335.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -868412.687500 Penalty: 2650.824951
	Iteration 23Q: 3 clusters Score -868412.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -868462.000000 Penalty: 2650.824951
	Iteration 24Q: 3 clusters Score -868462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -868495.687500 Penalty: 2650.824951
	Iteration 25Q: 3 clusters Score -868495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -868523.937500 Penalty: 2650.824951
	Iteration 26Q: 3 clusters Score -868523.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -868551.562500 Penalty: 2650.824951
	Iteration 27Q: 3 clusters Score -868551.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -868574.875000 Penalty: 2650.824951
	Iteration 28Q: 3 clusters Score -868574.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -868594.937500 Penalty: 2650.824951
	Iteration 29Q: 3 clusters Score -868594.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -868613.187500 Penalty: 2650.824951
	Iteration 30Q: 3 clusters Score -868613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -868618.250000 Penalty: 2650.824951
	Iteration 31Q: 3 clusters Score -868618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -868621.437500 Penalty: 2650.824951
	Iteration 32Q: 3 clusters Score -868621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -868623.500000 Penalty: 2650.824951
	Iteration 33Q: 3 clusters Score -868623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -868626.812500 Penalty: 2650.824951
	Iteration 34Q: 3 clusters Score -868626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -868630.875000 Penalty: 2650.824951
	Iteration 35Q: 3 clusters Score -868630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -868634.312500 Penalty: 2650.824951
	Iteration 36Q: 3 clusters Score -868634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -868636.375000 Penalty: 2650.824951
	Iteration 37Q: 3 clusters Score -868636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -868637.187500 Penalty: 2650.824951
	Iteration 38Q: 3 clusters Score -868637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -868638.937500 Penalty: 2650.824951
	Iteration 39Q: 3 clusters Score -868638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -868638.937500 Penalty: 2650.824951
	Iteration 40F: 3 clusters Score -868638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -28142.607422 Penalty: 886.228577
	Iteration 0F: 2 clusters Score -28142.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27364.191406 Penalty: 1772.457153
	Iteration 0F: 3 clusters Score -27364.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27511.468750 Penalty: 1772.457153
	Iteration 1F: 3 clusters Score -27511.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27574.750000 Penalty: 1772.457153
	Iteration 2Q: 3 clusters Score -27574.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27608.818359 Penalty: 1772.457153
	Iteration 3Q: 3 clusters Score -27608.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27647.267578 Penalty: 1772.457153
	Iteration 4Q: 3 clusters Score -27647.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27668.447266 Penalty: 1772.457153
	Iteration 5Q: 3 clusters Score -27668.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27679.068359 Penalty: 1772.457153
	Iteration 6Q: 3 clusters Score -27679.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27684.791016 Penalty: 1772.457153
	Iteration 7Q: 3 clusters Score -27684.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27684.791016 Penalty: 1772.457153
	Iteration 8F: 3 clusters Score -27684.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Entering Unmasked Estep 
Score: -1264329.000000 Penalty: 1388.500122
	Iteration 0F: 2 clusters Score -1264329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1256721.500000 Penalty: 2777.000244
	Iteration 0F: 3 clusters Score -1256722 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1259219.000000 Penalty: 2777.000244
	Iteration 1F: 3 clusters Score -1259219 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1259568.500000 Penalty: 2777.000244
	Iteration 2F: 3 clusters Score -1259568 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1259873.500000 Penalty: 2777.000244
	Iteration 3F: 3 clusters Score -1259874 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1260126.500000 Penalty: 2777.000244
	Iteration 4Q: 3 clusters Score -1260126 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1260408.375000 Penalty: 2777.000244
	Iteration 5Q: 3 clusters Score -1260408 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1260671.750000 Penalty: 2777.000244
	Iteration 6Q: 3 clusters Score -1260672 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1260971.875000 Penalty: 2777.000244
	Iteration 7Q: 3 clusters Score -1260972 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1261275.000000 Penalty: 2777.000244
	Iteration 8Q: 3 clusters Score -1261275 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1261584.875000 Penalty: 2777.000244
	Iteration 9Q: 3 clusters Score -1261585 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1261868.625000 Penalty: 2777.000244
	Iteration 10Q: 3 clusters Score -1261869 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1262124.500000 Penalty: 2777.000244
	Iteration 11Q: 3 clusters Score -1262124 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1262337.500000 Penalty: 2777.000244
	Iteration 12Q: 3 clusters Score -1262338 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1262532.750000 Penalty: 2777.000244
	Iteration 13Q: 3 clusters Score -1262533 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1262668.750000 Penalty: 2777.000244
	Iteration 14Q: 3 clusters Score -1262669 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1262760.625000 Penalty: 2777.000244
	Iteration 15Q: 3 clusters Score -1262761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1262832.750000 Penalty: 2777.000244
	Iteration 16Q: 3 clusters Score -1262833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1262897.250000 Penalty: 2777.000244
	Iteration 17Q: 3 clusters Score -1262897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1262950.125000 Penalty: 2777.000244
	Iteration 18Q: 3 clusters Score -1262950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1262996.000000 Penalty: 2777.000244
	Iteration 19Q: 3 clusters Score -1262996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1263030.125000 Penalty: 2777.000244
	Iteration 20F: 3 clusters Score -1263030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1263061.250000 Penalty: 2777.000244
	Iteration 21Q: 3 clusters Score -1263061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1263086.375000 Penalty: 2777.000244
	Iteration 22Q: 3 clusters Score -1263086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1263112.750000 Penalty: 2777.000244
	Iteration 23Q: 3 clusters Score -1263113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1263133.625000 Penalty: 2777.000244
	Iteration 24Q: 3 clusters Score -1263134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1263144.250000 Penalty: 2777.000244
	Iteration 25Q: 3 clusters Score -1263144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1263157.250000 Penalty: 2777.000244
	Iteration 26Q: 3 clusters Score -1263157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1263173.000000 Penalty: 2777.000244
	Iteration 27Q: 3 clusters Score -1263173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1263187.250000 Penalty: 2777.000244
	Iteration 28Q: 3 clusters Score -1263187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1263201.125000 Penalty: 2777.000244
	Iteration 29Q: 3 clusters Score -1263201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1263212.750000 Penalty: 2777.000244
	Iteration 30Q: 3 clusters Score -1263213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1263223.625000 Penalty: 2777.000244
	Iteration 31Q: 3 clusters Score -1263224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1263232.250000 Penalty: 2777.000244
	Iteration 32Q: 3 clusters Score -1263232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1263244.375000 Penalty: 2777.000244
	Iteration 33Q: 3 clusters Score -1263244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1263253.875000 Penalty: 2777.000244
	Iteration 34Q: 3 clusters Score -1263254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1263259.000000 Penalty: 2777.000244
	Iteration 35Q: 3 clusters Score -1263259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1263260.375000 Penalty: 2777.000244
	Iteration 36Q: 3 clusters Score -1263260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1263262.000000 Penalty: 2777.000244
	Iteration 37Q: 3 clusters Score -1263262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1263267.250000 Penalty: 2777.000244
	Iteration 38Q: 3 clusters Score -1263267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1263271.500000 Penalty: 2777.000244
	Iteration 39Q: 3 clusters Score -1263272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1263270.500000 Penalty: 2777.000244
	Iteration 40F: 3 clusters Score -1263270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1263272.000000 Penalty: 2777.000244
	Iteration 41Q: 3 clusters Score -1263272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1263272.250000 Penalty: 2777.000244
	Iteration 42Q: 3 clusters Score -1263272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1263277.500000 Penalty: 2777.000244
	Iteration 43Q: 3 clusters Score -1263278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1263278.625000 Penalty: 2777.000244
	Iteration 44Q: 3 clusters Score -1263279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1263279.125000 Penalty: 2777.000244
	Iteration 45Q: 3 clusters Score -1263279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1263282.375000 Penalty: 2777.000244
	Iteration 46Q: 3 clusters Score -1263282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1263283.250000 Penalty: 2777.000244
	Iteration 47Q: 3 clusters Score -1263283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1263283.375000 Penalty: 2777.000244
	Iteration 48Q: 3 clusters Score -1263283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1263288.625000 Penalty: 2777.000244
	Iteration 49Q: 3 clusters Score -1263289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1263291.375000 Penalty: 2777.000244
	Iteration 50Q: 3 clusters Score -1263291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1263292.750000 Penalty: 2777.000244
	Iteration 51Q: 3 clusters Score -1263293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1263291.875000 Penalty: 2777.000244
	Iteration 52Q: 3 clusters Score -1263292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1263293.750000 Penalty: 2777.000244
	Iteration 53Q: 3 clusters Score -1263294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1263295.000000 Penalty: 2777.000244
	Iteration 54Q: 3 clusters Score -1263295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1263296.750000 Penalty: 2777.000244
	Iteration 55Q: 3 clusters Score -1263297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1263296.500000 Penalty: 2777.000244
	Iteration 56Q: 3 clusters Score -1263296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1263296.500000 Penalty: 2777.000244
	Iteration 57F: 3 clusters Score -1263296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -41952.160156 Penalty: 916.158508
	Iteration 0F: 2 clusters Score -41952.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41069.113281 Penalty: 1832.317017
	Iteration 0F: 3 clusters Score -41069.11 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41243.382812 Penalty: 1832.317017
	Iteration 1F: 3 clusters Score -41243.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41284.492188 Penalty: 1832.317017
	Iteration 2Q: 3 clusters Score -41284.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41303.777344 Penalty: 1832.317017
	Iteration 3Q: 3 clusters Score -41303.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41317.460938 Penalty: 1832.317017
	Iteration 4Q: 3 clusters Score -41317.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41324.816406 Penalty: 1832.317017
	Iteration 5Q: 3 clusters Score -41324.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41330.570312 Penalty: 1832.317017
	Iteration 6Q: 3 clusters Score -41330.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41333.859375 Penalty: 1832.317017
	Iteration 7Q: 3 clusters Score -41333.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41335.890625 Penalty: 1832.317017
	Iteration 8Q: 3 clusters Score -41335.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41338.253906 Penalty: 1832.317017
	Iteration 9Q: 3 clusters Score -41338.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41342.410156 Penalty: 1832.317017
	Iteration 10Q: 3 clusters Score -41342.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41345.761719 Penalty: 1832.317017
	Iteration 11Q: 3 clusters Score -41345.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41345.761719 Penalty: 1832.317017
	Iteration 12F: 3 clusters Score -41345.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1102374.000000 Penalty: 1362.395508
	Iteration 0F: 2 clusters Score -1102374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1095953.125000 Penalty: 2724.791016
	Iteration 0F: 3 clusters Score -1095953 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1097951.625000 Penalty: 2724.791016
	Iteration 1F: 3 clusters Score -1097952 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1098251.375000 Penalty: 2724.791016
	Iteration 2F: 3 clusters Score -1098251 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1098465.625000 Penalty: 2724.791016
	Iteration 3F: 3 clusters Score -1098466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1098611.375000 Penalty: 2724.791016
	Iteration 4Q: 3 clusters Score -1098611 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1098741.750000 Penalty: 2724.791016
	Iteration 5Q: 3 clusters Score -1098742 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1098849.750000 Penalty: 2724.791016
	Iteration 6Q: 3 clusters Score -1098850 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1098933.375000 Penalty: 2724.791016
	Iteration 7Q: 3 clusters Score -1098933 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1099023.625000 Penalty: 2724.791016
	Iteration 8Q: 3 clusters Score -1099024 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1099106.875000 Penalty: 2724.791016
	Iteration 9Q: 3 clusters Score -1099107 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1099199.500000 Penalty: 2724.791016
	Iteration 10Q: 3 clusters Score -1099200 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1099299.625000 Penalty: 2724.791016
	Iteration 11Q: 3 clusters Score -1099300 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1099410.250000 Penalty: 2724.791016
	Iteration 12Q: 3 clusters Score -1099410 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1099531.750000 Penalty: 2724.791016
	Iteration 13Q: 3 clusters Score -1099532 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1099665.250000 Penalty: 2724.791016
	Iteration 14Q: 3 clusters Score -1099665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1099785.375000 Penalty: 2724.791016
	Iteration 15Q: 3 clusters Score -1099785 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1099900.000000 Penalty: 2724.791016
	Iteration 16Q: 3 clusters Score -1099900 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1100000.875000 Penalty: 2724.791016
	Iteration 17Q: 3 clusters Score -1100001 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1100087.250000 Penalty: 2724.791016
	Iteration 18Q: 3 clusters Score -1100087 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1100186.000000 Penalty: 2724.791016
	Iteration 19Q: 3 clusters Score -1100186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1100283.375000 Penalty: 2724.791016
	Iteration 20F: 3 clusters Score -1100283 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1100372.250000 Penalty: 2724.791016
	Iteration 21Q: 3 clusters Score -1100372 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1100458.750000 Penalty: 2724.791016
	Iteration 22Q: 3 clusters Score -1100459 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1100527.875000 Penalty: 2724.791016
	Iteration 23Q: 3 clusters Score -1100528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1100576.125000 Penalty: 2724.791016
	Iteration 24Q: 3 clusters Score -1100576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1100626.375000 Penalty: 2724.791016
	Iteration 25Q: 3 clusters Score -1100626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1100677.625000 Penalty: 2724.791016
	Iteration 26Q: 3 clusters Score -1100678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1100728.750000 Penalty: 2724.791016
	Iteration 27Q: 3 clusters Score -1100729 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1100758.125000 Penalty: 2724.791016
	Iteration 28Q: 3 clusters Score -1100758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1100782.875000 Penalty: 2724.791016
	Iteration 29Q: 3 clusters Score -1100783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1100797.500000 Penalty: 2724.791016
	Iteration 30Q: 3 clusters Score -1100798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1100807.000000 Penalty: 2724.791016
	Iteration 31Q: 3 clusters Score -1100807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1100821.000000 Penalty: 2724.791016
	Iteration 32Q: 3 clusters Score -1100821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1100829.500000 Penalty: 2724.791016
	Iteration 33Q: 3 clusters Score -1100830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1100836.250000 Penalty: 2724.791016
	Iteration 34Q: 3 clusters Score -1100836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1100845.000000 Penalty: 2724.791016
	Iteration 35Q: 3 clusters Score -1100845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1100847.750000 Penalty: 2724.791016
	Iteration 36Q: 3 clusters Score -1100848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1100853.000000 Penalty: 2724.791016
	Iteration 37Q: 3 clusters Score -1100853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1100856.625000 Penalty: 2724.791016
	Iteration 38Q: 3 clusters Score -1100857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1100860.250000 Penalty: 2724.791016
	Iteration 39Q: 3 clusters Score -1100860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1100860.875000 Penalty: 2724.791016
	Iteration 40F: 3 clusters Score -1100861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1100861.375000 Penalty: 2724.791016
	Iteration 41Q: 3 clusters Score -1100861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1100863.375000 Penalty: 2724.791016
	Iteration 42Q: 3 clusters Score -1100863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1100867.000000 Penalty: 2724.791016
	Iteration 43Q: 3 clusters Score -1100867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1100871.000000 Penalty: 2724.791016
	Iteration 44Q: 3 clusters Score -1100871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1100871.625000 Penalty: 2724.791016
	Iteration 45Q: 3 clusters Score -1100872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1100871.125000 Penalty: 2724.791016
	Iteration 46Q: 3 clusters Score -1100871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1100872.250000 Penalty: 2724.791016
	Iteration 47Q: 3 clusters Score -1100872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1100872.250000 Penalty: 2724.791016
	Iteration 48F: 3 clusters Score -1100872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (85645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Entering Unmasked Estep 
Score: -9880171.000000 Penalty: 1690.065430
	Iteration 0F: 2 clusters Score -9880171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -9824891.000000 Penalty: 3380.130859
	Iteration 0F: 3 clusters Score -9824891 nChanged 40182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -9847789.000000 Penalty: 3380.130859
	Iteration 1F: 3 clusters Score -9847789 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -9848606.000000 Penalty: 3380.130859
	Iteration 2Q: 3 clusters Score -9848606 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -9849549.000000 Penalty: 3380.130859
	Iteration 3Q: 3 clusters Score -9849549 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -9850554.000000 Penalty: 3380.130859
	Iteration 4Q: 3 clusters Score -9850554 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -9852149.000000 Penalty: 3380.130859
	Iteration 5Q: 3 clusters Score -9852149 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -9854292.000000 Penalty: 3380.130859
	Iteration 6Q: 3 clusters Score -9854292 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -9857389.000000 Penalty: 3380.130859
	Iteration 7F: 3 clusters Score -9857389 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -9861518.000000 Penalty: 3380.130859
	Iteration 8F: 3 clusters Score -9861518 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -9865797.000000 Penalty: 3380.130859
	Iteration 9F: 3 clusters Score -9865797 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -9869364.000000 Penalty: 3380.130859
	Iteration 10F: 3 clusters Score -9869364 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -9872053.000000 Penalty: 3380.130859
	Iteration 11Q: 3 clusters Score -9872053 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -9874044.000000 Penalty: 3380.130859
	Iteration 12Q: 3 clusters Score -9874044 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -9875553.000000 Penalty: 3380.130859
	Iteration 13Q: 3 clusters Score -9875553 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -9876604.000000 Penalty: 3380.130859
	Iteration 14Q: 3 clusters Score -9876604 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -9877298.000000 Penalty: 3380.130859
	Iteration 15Q: 3 clusters Score -9877298 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -9877806.000000 Penalty: 3380.130859
	Iteration 16Q: 3 clusters Score -9877806 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -9878123.000000 Penalty: 3380.130859
	Iteration 17Q: 3 clusters Score -9878123 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -9878335.000000 Penalty: 3380.130859
	Iteration 18Q: 3 clusters Score -9878335 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -9878508.000000 Penalty: 3380.130859
	Iteration 19Q: 3 clusters Score -9878508 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -9878635.000000 Penalty: 3380.130859
	Iteration 20F: 3 clusters Score -9878635 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -9878730.000000 Penalty: 3380.130859
	Iteration 21Q: 3 clusters Score -9878730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -9878785.000000 Penalty: 3380.130859
	Iteration 22Q: 3 clusters Score -9878785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -9878836.000000 Penalty: 3380.130859
	Iteration 23Q: 3 clusters Score -9878836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -9878860.000000 Penalty: 3380.130859
	Iteration 24Q: 3 clusters Score -9878860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -9878889.000000 Penalty: 3380.130859
	Iteration 25Q: 3 clusters Score -9878889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -9878918.000000 Penalty: 3380.130859
	Iteration 26Q: 3 clusters Score -9878918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -9878921.000000 Penalty: 3380.130859
	Iteration 27Q: 3 clusters Score -9878921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -9878933.000000 Penalty: 3380.130859
	Iteration 28Q: 3 clusters Score -9878933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -9878950.000000 Penalty: 3380.130859
	Iteration 29Q: 3 clusters Score -9878950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -9878954.000000 Penalty: 3380.130859
	Iteration 30Q: 3 clusters Score -9878954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -9878965.000000 Penalty: 3380.130859
	Iteration 31Q: 3 clusters Score -9878965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -9878971.000000 Penalty: 3380.130859
	Iteration 32Q: 3 clusters Score -9878971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -9878984.000000 Penalty: 3380.130859
	Iteration 33Q: 3 clusters Score -9878984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -9878980.000000 Penalty: 3380.130859
	Iteration 34Q: 3 clusters Score -9878980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -9878980.000000 Penalty: 3380.130859
	Iteration 35F: 3 clusters Score -9878980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1177211.875000 Penalty: 1370.572998
	Iteration 0F: 2 clusters Score -1177212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1170417.125000 Penalty: 2741.145996
	Iteration 0F: 3 clusters Score -1170417 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1172598.375000 Penalty: 2741.145996
	Iteration 1F: 3 clusters Score -1172598 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1172877.125000 Penalty: 2741.145996
	Iteration 2F: 3 clusters Score -1172877 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1173045.875000 Penalty: 2741.145996
	Iteration 3Q: 3 clusters Score -1173046 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1173177.500000 Penalty: 2741.145996
	Iteration 4Q: 3 clusters Score -1173178 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1173283.750000 Penalty: 2741.145996
	Iteration 5Q: 3 clusters Score -1173284 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1173371.625000 Penalty: 2741.145996
	Iteration 6Q: 3 clusters Score -1173372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1173440.125000 Penalty: 2741.145996
	Iteration 7Q: 3 clusters Score -1173440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1173502.125000 Penalty: 2741.145996
	Iteration 8Q: 3 clusters Score -1173502 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1173561.375000 Penalty: 2741.145996
	Iteration 9Q: 3 clusters Score -1173561 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1173621.000000 Penalty: 2741.145996
	Iteration 10Q: 3 clusters Score -1173621 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1173683.250000 Penalty: 2741.145996
	Iteration 11Q: 3 clusters Score -1173683 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1173746.250000 Penalty: 2741.145996
	Iteration 12Q: 3 clusters Score -1173746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1173820.375000 Penalty: 2741.145996
	Iteration 13Q: 3 clusters Score -1173820 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1173903.000000 Penalty: 2741.145996
	Iteration 14Q: 3 clusters Score -1173903 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1174003.375000 Penalty: 2741.145996
	Iteration 15Q: 3 clusters Score -1174003 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1174132.375000 Penalty: 2741.145996
	Iteration 16Q: 3 clusters Score -1174132 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1174297.375000 Penalty: 2741.145996
	Iteration 17Q: 3 clusters Score -1174297 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1174481.250000 Penalty: 2741.145996
	Iteration 18Q: 3 clusters Score -1174481 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1174721.125000 Penalty: 2741.145996
	Iteration 19Q: 3 clusters Score -1174721 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1174989.125000 Penalty: 2741.145996
	Iteration 20F: 3 clusters Score -1174989 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1175274.250000 Penalty: 2741.145996
	Iteration 21Q: 3 clusters Score -1175274 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1175499.000000 Penalty: 2741.145996
	Iteration 22Q: 3 clusters Score -1175499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1175669.250000 Penalty: 2741.145996
	Iteration 23Q: 3 clusters Score -1175669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1175786.875000 Penalty: 2741.145996
	Iteration 24Q: 3 clusters Score -1175787 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1175866.125000 Penalty: 2741.145996
	Iteration 25Q: 3 clusters Score -1175866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1175918.625000 Penalty: 2741.145996
	Iteration 26Q: 3 clusters Score -1175919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1175959.625000 Penalty: 2741.145996
	Iteration 27Q: 3 clusters Score -1175960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1175996.625000 Penalty: 2741.145996
	Iteration 28Q: 3 clusters Score -1175997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1176019.000000 Penalty: 2741.145996
	Iteration 29Q: 3 clusters Score -1176019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1176040.250000 Penalty: 2741.145996
	Iteration 30Q: 3 clusters Score -1176040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1176057.125000 Penalty: 2741.145996
	Iteration 31Q: 3 clusters Score -1176057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1176075.500000 Penalty: 2741.145996
	Iteration 32Q: 3 clusters Score -1176076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1176090.875000 Penalty: 2741.145996
	Iteration 33Q: 3 clusters Score -1176091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1176089.875000 Penalty: 2741.145996
	Iteration 34Q: 3 clusters Score -1176090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1176091.000000 Penalty: 2741.145996
	Iteration 35Q: 3 clusters Score -1176091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1176091.000000 Penalty: 2741.145996
	Iteration 36F: 3 clusters Score -1176091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -661567.937500 Penalty: 1292.188599
	Iteration 0F: 2 clusters Score -661567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -657332.750000 Penalty: 2584.377197
	Iteration 0F: 3 clusters Score -657332.8 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -658667.437500 Penalty: 2584.377197
	Iteration 1F: 3 clusters Score -658667.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -658945.625000 Penalty: 2584.377197
	Iteration 2F: 3 clusters Score -658945.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -659096.250000 Penalty: 2584.377197
	Iteration 3F: 3 clusters Score -659096.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -659203.687500 Penalty: 2584.377197
	Iteration 4Q: 3 clusters Score -659203.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -659286.000000 Penalty: 2584.377197
	Iteration 5Q: 3 clusters Score -659286 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -659364.875000 Penalty: 2584.377197
	Iteration 6Q: 3 clusters Score -659364.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -659446.250000 Penalty: 2584.377197
	Iteration 7Q: 3 clusters Score -659446.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -659505.875000 Penalty: 2584.377197
	Iteration 8Q: 3 clusters Score -659505.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -659550.875000 Penalty: 2584.377197
	Iteration 9Q: 3 clusters Score -659550.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -659593.687500 Penalty: 2584.377197
	Iteration 10Q: 3 clusters Score -659593.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -659634.750000 Penalty: 2584.377197
	Iteration 11Q: 3 clusters Score -659634.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -659673.562500 Penalty: 2584.377197
	Iteration 12Q: 3 clusters Score -659673.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -659707.250000 Penalty: 2584.377197
	Iteration 13Q: 3 clusters Score -659707.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -659736.812500 Penalty: 2584.377197
	Iteration 14Q: 3 clusters Score -659736.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -659763.875000 Penalty: 2584.377197
	Iteration 15Q: 3 clusters Score -659763.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -659796.062500 Penalty: 2584.377197
	Iteration 16Q: 3 clusters Score -659796.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -659826.125000 Penalty: 2584.377197
	Iteration 17Q: 3 clusters Score -659826.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -659855.437500 Penalty: 2584.377197
	Iteration 18Q: 3 clusters Score -659855.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -659877.250000 Penalty: 2584.377197
	Iteration 19Q: 3 clusters Score -659877.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -659901.500000 Penalty: 2584.377197
	Iteration 20F: 3 clusters Score -659901.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -659926.375000 Penalty: 2584.377197
	Iteration 21Q: 3 clusters Score -659926.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -659943.062500 Penalty: 2584.377197
	Iteration 22Q: 3 clusters Score -659943.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -659960.812500 Penalty: 2584.377197
	Iteration 23Q: 3 clusters Score -659960.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -659983.750000 Penalty: 2584.377197
	Iteration 24Q: 3 clusters Score -659983.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -660006.937500 Penalty: 2584.377197
	Iteration 25Q: 3 clusters Score -660006.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -660029.625000 Penalty: 2584.377197
	Iteration 26Q: 3 clusters Score -660029.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -660046.062500 Penalty: 2584.377197
	Iteration 27Q: 3 clusters Score -660046.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -660062.875000 Penalty: 2584.377197
	Iteration 28Q: 3 clusters Score -660062.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -660080.000000 Penalty: 2584.377197
	Iteration 29Q: 3 clusters Score -660080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -660096.687500 Penalty: 2584.377197
	Iteration 30Q: 3 clusters Score -660096.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -660111.312500 Penalty: 2584.377197
	Iteration 31Q: 3 clusters Score -660111.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -660123.187500 Penalty: 2584.377197
	Iteration 32Q: 3 clusters Score -660123.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -660138.375000 Penalty: 2584.377197
	Iteration 33Q: 3 clusters Score -660138.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -660162.312500 Penalty: 2584.377197
	Iteration 34Q: 3 clusters Score -660162.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -660189.437500 Penalty: 2584.377197
	Iteration 35Q: 3 clusters Score -660189.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -660215.437500 Penalty: 2584.377197
	Iteration 36Q: 3 clusters Score -660215.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -660235.437500 Penalty: 2584.377197
	Iteration 37Q: 3 clusters Score -660235.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -660251.687500 Penalty: 2584.377197
	Iteration 38Q: 3 clusters Score -660251.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -660267.000000 Penalty: 2584.377197
	Iteration 39Q: 3 clusters Score -660267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -660277.375000 Penalty: 2584.377197
	Iteration 40F: 3 clusters Score -660277.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -660289.437500 Penalty: 2584.377197
	Iteration 41Q: 3 clusters Score -660289.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -660298.937500 Penalty: 2584.377197
	Iteration 42Q: 3 clusters Score -660298.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -660306.437500 Penalty: 2584.377197
	Iteration 43Q: 3 clusters Score -660306.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -660317.187500 Penalty: 2584.377197
	Iteration 44Q: 3 clusters Score -660317.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -660328.375000 Penalty: 2584.377197
	Iteration 45Q: 3 clusters Score -660328.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -660332.812500 Penalty: 2584.377197
	Iteration 46Q: 3 clusters Score -660332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -660340.625000 Penalty: 2584.377197
	Iteration 47Q: 3 clusters Score -660340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -660347.562500 Penalty: 2584.377197
	Iteration 48Q: 3 clusters Score -660347.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -660358.625000 Penalty: 2584.377197
	Iteration 49Q: 3 clusters Score -660358.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -660369.125000 Penalty: 2584.377197
	Iteration 50Q: 3 clusters Score -660369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -660376.312500 Penalty: 2584.377197
	Iteration 51Q: 3 clusters Score -660376.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -660385.125000 Penalty: 2584.377197
	Iteration 52Q: 3 clusters Score -660385.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -660391.937500 Penalty: 2584.377197
	Iteration 53Q: 3 clusters Score -660391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -660399.125000 Penalty: 2584.377197
	Iteration 54Q: 3 clusters Score -660399.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -660407.625000 Penalty: 2584.377197
	Iteration 55Q: 3 clusters Score -660407.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -660416.375000 Penalty: 2584.377197
	Iteration 56Q: 3 clusters Score -660416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -660423.750000 Penalty: 2584.377197
	Iteration 57Q: 3 clusters Score -660423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -660427.687500 Penalty: 2584.377197
	Iteration 58Q: 3 clusters Score -660427.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -660437.562500 Penalty: 2584.377197
	Iteration 59Q: 3 clusters Score -660437.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -660440.937500 Penalty: 2584.377197
	Iteration 60F: 3 clusters Score -660440.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -660448.000000 Penalty: 2584.377197
	Iteration 61Q: 3 clusters Score -660448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -660452.812500 Penalty: 2584.377197
	Iteration 62Q: 3 clusters Score -660452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -660459.250000 Penalty: 2584.377197
	Iteration 63Q: 3 clusters Score -660459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -660461.250000 Penalty: 2584.377197
	Iteration 64Q: 3 clusters Score -660461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -660466.750000 Penalty: 2584.377197
	Iteration 65Q: 3 clusters Score -660466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -660470.687500 Penalty: 2584.377197
	Iteration 66Q: 3 clusters Score -660470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -660475.375000 Penalty: 2584.377197
	Iteration 67Q: 3 clusters Score -660475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -660476.750000 Penalty: 2584.377197
	Iteration 68Q: 3 clusters Score -660476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -660478.500000 Penalty: 2584.377197
	Iteration 69Q: 3 clusters Score -660478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -660481.500000 Penalty: 2584.377197
	Iteration 70Q: 3 clusters Score -660481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -660486.000000 Penalty: 2584.377197
	Iteration 71Q: 3 clusters Score -660486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -660487.312500 Penalty: 2584.377197
	Iteration 72Q: 3 clusters Score -660487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -660489.687500 Penalty: 2584.377197
	Iteration 73Q: 3 clusters Score -660489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -660493.125000 Penalty: 2584.377197
	Iteration 74Q: 3 clusters Score -660493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -660494.937500 Penalty: 2584.377197
	Iteration 75Q: 3 clusters Score -660494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -660495.875000 Penalty: 2584.377197
	Iteration 76Q: 3 clusters Score -660495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -660498.812500 Penalty: 2584.377197
	Iteration 77Q: 3 clusters Score -660498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -660498.437500 Penalty: 2584.377197
	Iteration 78Q: 3 clusters Score -660498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -660500.562500 Penalty: 2584.377197
	Iteration 79Q: 3 clusters Score -660500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -660500.437500 Penalty: 2584.377197
	Iteration 80F: 3 clusters Score -660500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -660501.250000 Penalty: 2584.377197
	Iteration 81Q: 3 clusters Score -660501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -660500.875000 Penalty: 2584.377197
	Iteration 82Q: 3 clusters Score -660500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -660500.875000 Penalty: 2584.377197
	Iteration 83F: 3 clusters Score -660500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Entering Unmasked Estep 
Score: -1912185.250000 Penalty: 1441.047729
	Iteration 0F: 2 clusters Score -1912185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1901759.625000 Penalty: 2882.095459
	Iteration 0F: 3 clusters Score -1901760 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1905488.375000 Penalty: 2882.095459
	Iteration 1F: 3 clusters Score -1905488 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1905926.000000 Penalty: 2882.095459
	Iteration 2F: 3 clusters Score -1905926 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1906328.000000 Penalty: 2882.095459
	Iteration 3F: 3 clusters Score -1906328 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1906703.875000 Penalty: 2882.095459
	Iteration 4F: 3 clusters Score -1906704 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1907091.125000 Penalty: 2882.095459
	Iteration 5Q: 3 clusters Score -1907091 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1907509.500000 Penalty: 2882.095459
	Iteration 6Q: 3 clusters Score -1907510 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1907896.625000 Penalty: 2882.095459
	Iteration 7Q: 3 clusters Score -1907897 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1908205.250000 Penalty: 2882.095459
	Iteration 8Q: 3 clusters Score -1908205 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1908447.125000 Penalty: 2882.095459
	Iteration 9Q: 3 clusters Score -1908447 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1908614.750000 Penalty: 2882.095459
	Iteration 10Q: 3 clusters Score -1908615 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1908724.875000 Penalty: 2882.095459
	Iteration 11Q: 3 clusters Score -1908725 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1908797.125000 Penalty: 2882.095459
	Iteration 12Q: 3 clusters Score -1908797 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1908860.250000 Penalty: 2882.095459
	Iteration 13Q: 3 clusters Score -1908860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1908924.750000 Penalty: 2882.095459
	Iteration 14Q: 3 clusters Score -1908925 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1908975.875000 Penalty: 2882.095459
	Iteration 15Q: 3 clusters Score -1908976 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1909041.125000 Penalty: 2882.095459
	Iteration 16Q: 3 clusters Score -1909041 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1909094.375000 Penalty: 2882.095459
	Iteration 17Q: 3 clusters Score -1909094 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1909156.250000 Penalty: 2882.095459
	Iteration 18Q: 3 clusters Score -1909156 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1909214.125000 Penalty: 2882.095459
	Iteration 19Q: 3 clusters Score -1909214 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1909285.375000 Penalty: 2882.095459
	Iteration 20F: 3 clusters Score -1909285 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1909364.625000 Penalty: 2882.095459
	Iteration 21Q: 3 clusters Score -1909365 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1909436.875000 Penalty: 2882.095459
	Iteration 22Q: 3 clusters Score -1909437 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1909544.250000 Penalty: 2882.095459
	Iteration 23Q: 3 clusters Score -1909544 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1909653.375000 Penalty: 2882.095459
	Iteration 24Q: 3 clusters Score -1909653 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1909771.375000 Penalty: 2882.095459
	Iteration 25Q: 3 clusters Score -1909771 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1909917.500000 Penalty: 2882.095459
	Iteration 26Q: 3 clusters Score -1909918 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1910067.875000 Penalty: 2882.095459
	Iteration 27Q: 3 clusters Score -1910068 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1910234.375000 Penalty: 2882.095459
	Iteration 28Q: 3 clusters Score -1910234 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1910388.250000 Penalty: 2882.095459
	Iteration 29Q: 3 clusters Score -1910388 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1910534.625000 Penalty: 2882.095459
	Iteration 30Q: 3 clusters Score -1910535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1910657.000000 Penalty: 2882.095459
	Iteration 31Q: 3 clusters Score -1910657 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1910747.250000 Penalty: 2882.095459
	Iteration 32Q: 3 clusters Score -1910747 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1910825.250000 Penalty: 2882.095459
	Iteration 33Q: 3 clusters Score -1910825 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1910882.875000 Penalty: 2882.095459
	Iteration 34Q: 3 clusters Score -1910883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1910943.000000 Penalty: 2882.095459
	Iteration 35Q: 3 clusters Score -1910943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1910991.375000 Penalty: 2882.095459
	Iteration 36Q: 3 clusters Score -1910991 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1911021.625000 Penalty: 2882.095459
	Iteration 37Q: 3 clusters Score -1911022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1911052.000000 Penalty: 2882.095459
	Iteration 38Q: 3 clusters Score -1911052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1911072.375000 Penalty: 2882.095459
	Iteration 39Q: 3 clusters Score -1911072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1911083.875000 Penalty: 2882.095459
	Iteration 40F: 3 clusters Score -1911084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1911100.000000 Penalty: 2882.095459
	Iteration 41Q: 3 clusters Score -1911100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1911111.500000 Penalty: 2882.095459
	Iteration 42Q: 3 clusters Score -1911112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1911119.875000 Penalty: 2882.095459
	Iteration 43Q: 3 clusters Score -1911120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1911128.625000 Penalty: 2882.095459
	Iteration 44Q: 3 clusters Score -1911129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1911136.375000 Penalty: 2882.095459
	Iteration 45Q: 3 clusters Score -1911136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1911144.375000 Penalty: 2882.095459
	Iteration 46Q: 3 clusters Score -1911144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1911151.875000 Penalty: 2882.095459
	Iteration 47Q: 3 clusters Score -1911152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1911159.625000 Penalty: 2882.095459
	Iteration 48Q: 3 clusters Score -1911160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1911166.125000 Penalty: 2882.095459
	Iteration 49Q: 3 clusters Score -1911166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1911168.250000 Penalty: 2882.095459
	Iteration 50Q: 3 clusters Score -1911168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1911170.250000 Penalty: 2882.095459
	Iteration 51Q: 3 clusters Score -1911170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1911171.125000 Penalty: 2882.095459
	Iteration 52Q: 3 clusters Score -1911171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1911173.500000 Penalty: 2882.095459
	Iteration 53Q: 3 clusters Score -1911174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1911176.500000 Penalty: 2882.095459
	Iteration 54Q: 3 clusters Score -1911176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1911180.500000 Penalty: 2882.095459
	Iteration 55Q: 3 clusters Score -1911180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1911180.500000 Penalty: 2882.095459
	Iteration 56Q: 3 clusters Score -1911180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1911181.625000 Penalty: 2882.095459
	Iteration 57Q: 3 clusters Score -1911182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1911186.625000 Penalty: 2882.095459
	Iteration 58Q: 3 clusters Score -1911187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1911185.000000 Penalty: 2882.095459
	Iteration 59Q: 3 clusters Score -1911185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1911189.000000 Penalty: 2882.095459
	Iteration 60F: 3 clusters Score -1911189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1911187.500000 Penalty: 2882.095459
	Iteration 61Q: 3 clusters Score -1911188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1911187.500000 Penalty: 2882.095459
	Iteration 62F: 3 clusters Score -1911188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Entering Unmasked Estep 
Score: -4890139.000000 Penalty: 1581.995239
	Iteration 0F: 2 clusters Score -4890139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4863402.500000 Penalty: 3163.990479
	Iteration 0F: 3 clusters Score -4863402 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4873890.500000 Penalty: 3163.990479
	Iteration 1F: 3 clusters Score -4873890 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4874853.500000 Penalty: 3163.990479
	Iteration 2F: 3 clusters Score -4874854 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4876166.000000 Penalty: 3163.990479
	Iteration 3F: 3 clusters Score -4876166 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4877896.000000 Penalty: 3163.990479
	Iteration 4F: 3 clusters Score -4877896 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -4880015.000000 Penalty: 3163.990479
	Iteration 5F: 3 clusters Score -4880015 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4882179.000000 Penalty: 3163.990479
	Iteration 6F: 3 clusters Score -4882179 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4884431.000000 Penalty: 3163.990479
	Iteration 7F: 3 clusters Score -4884431 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4886258.500000 Penalty: 3163.990479
	Iteration 8F: 3 clusters Score -4886258 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4887798.500000 Penalty: 3163.990479
	Iteration 9Q: 3 clusters Score -4887798 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4888857.500000 Penalty: 3163.990479
	Iteration 10Q: 3 clusters Score -4888858 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4889389.500000 Penalty: 3163.990479
	Iteration 11Q: 3 clusters Score -4889390 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4889671.000000 Penalty: 3163.990479
	Iteration 12Q: 3 clusters Score -4889671 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -4889834.000000 Penalty: 3163.990479
	Iteration 13Q: 3 clusters Score -4889834 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -4889942.000000 Penalty: 3163.990479
	Iteration 14Q: 3 clusters Score -4889942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -4890009.500000 Penalty: 3163.990479
	Iteration 15Q: 3 clusters Score -4890010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4890055.500000 Penalty: 3163.990479
	Iteration 16Q: 3 clusters Score -4890056 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4890063.500000 Penalty: 3163.990479
	Iteration 17Q: 3 clusters Score -4890064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4890096.500000 Penalty: 3163.990479
	Iteration 18Q: 3 clusters Score -4890096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4890112.000000 Penalty: 3163.990479
	Iteration 19Q: 3 clusters Score -4890112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -4890132.000000 Penalty: 3163.990479
	Iteration 20F: 3 clusters Score -4890132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4890149.000000 Penalty: 3163.990479
	Iteration 21Q: 3 clusters Score -4890149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4890169.500000 Penalty: 3163.990479
	Iteration 22Q: 3 clusters Score -4890170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -4890160.500000 Penalty: 3163.990479
	Iteration 23Q: 3 clusters Score -4890160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -4890158.000000 Penalty: 3163.990479
	Iteration 24Q: 3 clusters Score -4890158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4890167.000000 Penalty: 3163.990479
	Iteration 25Q: 3 clusters Score -4890167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4890163.500000 Penalty: 3163.990479
	Iteration 26Q: 3 clusters Score -4890164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -4890159.000000 Penalty: 3163.990479
	Iteration 27Q: 3 clusters Score -4890159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -4890163.000000 Penalty: 3163.990479
	Iteration 28Q: 3 clusters Score -4890163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4890165.500000 Penalty: 3163.990479
	Iteration 29Q: 3 clusters Score -4890166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -4890165.000000 Penalty: 3163.990479
	Iteration 30Q: 3 clusters Score -4890165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4890169.500000 Penalty: 3163.990479
	Iteration 31Q: 3 clusters Score -4890170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4890176.000000 Penalty: 3163.990479
	Iteration 32Q: 3 clusters Score -4890176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4890171.500000 Penalty: 3163.990479
	Iteration 33Q: 3 clusters Score -4890172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4890176.500000 Penalty: 3163.990479
	Iteration 34Q: 3 clusters Score -4890176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -4890173.500000 Penalty: 3163.990479
	Iteration 35Q: 3 clusters Score -4890174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -4890175.500000 Penalty: 3163.990479
	Iteration 36Q: 3 clusters Score -4890176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4890171.000000 Penalty: 3163.990479
	Iteration 37Q: 3 clusters Score -4890171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4890174.000000 Penalty: 3163.990479
	Iteration 38Q: 3 clusters Score -4890174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4890172.000000 Penalty: 3163.990479
	Iteration 39Q: 3 clusters Score -4890172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -4890175.000000 Penalty: 3163.990479
	Iteration 40F: 3 clusters Score -4890175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -4890176.000000 Penalty: 3163.990479
	Iteration 41Q: 3 clusters Score -4890176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -4890176.500000 Penalty: 3163.990479
	Iteration 42Q: 3 clusters Score -4890176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -4890174.000000 Penalty: 3163.990479
	Iteration 43Q: 3 clusters Score -4890174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -4890172.000000 Penalty: 3163.990479
	Iteration 44Q: 3 clusters Score -4890172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -4890177.000000 Penalty: 3163.990479
	Iteration 45Q: 3 clusters Score -4890177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -4890172.500000 Penalty: 3163.990479
	Iteration 46Q: 3 clusters Score -4890172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4890174.000000 Penalty: 3163.990479
	Iteration 47Q: 3 clusters Score -4890174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4890181.500000 Penalty: 3163.990479
	Iteration 48Q: 3 clusters Score -4890182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -4890179.500000 Penalty: 3163.990479
	Iteration 49Q: 3 clusters Score -4890180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4890184.500000 Penalty: 3163.990479
	Iteration 50Q: 3 clusters Score -4890184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -4890176.000000 Penalty: 3163.990479
	Iteration 51Q: 3 clusters Score -4890176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4890173.000000 Penalty: 3163.990479
	Iteration 52Q: 3 clusters Score -4890173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -4890179.500000 Penalty: 3163.990479
	Iteration 53Q: 3 clusters Score -4890180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -4890185.500000 Penalty: 3163.990479
	Iteration 54Q: 3 clusters Score -4890186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4890187.000000 Penalty: 3163.990479
	Iteration 55Q: 3 clusters Score -4890187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4890183.000000 Penalty: 3163.990479
	Iteration 56Q: 3 clusters Score -4890183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -4890184.000000 Penalty: 3163.990479
	Iteration 57Q: 3 clusters Score -4890184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -4890190.000000 Penalty: 3163.990479
	Iteration 58Q: 3 clusters Score -4890190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -4890181.500000 Penalty: 3163.990479
	Iteration 59Q: 3 clusters Score -4890182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -4890188.000000 Penalty: 3163.990479
	Iteration 60F: 3 clusters Score -4890188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -4890188.000000 Penalty: 3163.990479
	Iteration 61Q: 3 clusters Score -4890188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4890190.000000 Penalty: 3163.990479
	Iteration 62Q: 3 clusters Score -4890190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4890190.000000 Penalty: 3163.990479
	Iteration 63F: 3 clusters Score -4890190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46018 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14374 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65883 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42259 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22402 members 
Mstep: Class 37 contains 14847 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8150 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15442 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7386 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9470 members 
Mstep: Class 57 contains 85645 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 1645 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18197 members 
Mstep: Class 66 contains 21292 members 
Mstep: Class 67 contains 39782 members 
Entering Unmasked Estep 
Score: -111158328.000000 Penalty: 137772.843750
Splitting cluster 61 changes total score from -111158736.000000 to -111158328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -32951.179688 Penalty: 852.154968
	Iteration 0F: 2 clusters Score -32951.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32249.666016 Penalty: 1704.309937
	Iteration 0F: 3 clusters Score -32249.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32357.021484 Penalty: 1704.309937
	Iteration 1F: 3 clusters Score -32357.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32385.152344 Penalty: 1704.309937
	Iteration 2Q: 3 clusters Score -32385.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32405.458984 Penalty: 1704.309937
	Iteration 3Q: 3 clusters Score -32405.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32420.128906 Penalty: 1704.309937
	Iteration 4Q: 3 clusters Score -32420.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32420.128906 Penalty: 1704.309937
	Iteration 5F: 3 clusters Score -32420.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -17828.894531 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -17828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17163.140625 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -17163.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17323.966797 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -17323.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17382.966797 Penalty: 1675.848633
	Iteration 2Q: 3 clusters Score -17382.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17414.460938 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -17414.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17427.134766 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -17427.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17436.310547 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -17436.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17440.072266 Penalty: 1675.848633
	Iteration 6Q: 3 clusters Score -17440.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17441.994141 Penalty: 1675.848633
	Iteration 7Q: 3 clusters Score -17441.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17441.994141 Penalty: 1675.848633
	Iteration 8F: 3 clusters Score -17441.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36311.882812 Penalty: 895.928284
	Iteration 0F: 2 clusters Score -36311.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35428.082031 Penalty: 1791.856567
	Iteration 0F: 3 clusters Score -35428.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35564.394531 Penalty: 1791.856567
	Iteration 1F: 3 clusters Score -35564.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35610.636719 Penalty: 1791.856567
	Iteration 2Q: 3 clusters Score -35610.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35638.972656 Penalty: 1791.856567
	Iteration 3Q: 3 clusters Score -35638.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35655.082031 Penalty: 1791.856567
	Iteration 4Q: 3 clusters Score -35655.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35655.082031 Penalty: 1791.856567
	Iteration 5F: 3 clusters Score -35655.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (18197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Entering Unmasked Estep 
Score: -2163710.000000 Penalty: 1459.581055
	Iteration 0F: 2 clusters Score -2163710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2151855.250000 Penalty: 2919.162109
	Iteration 0F: 3 clusters Score -2151855 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2156005.500000 Penalty: 2919.162109
	Iteration 1F: 3 clusters Score -2156006 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2156333.250000 Penalty: 2919.162109
	Iteration 2F: 3 clusters Score -2156333 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2156549.750000 Penalty: 2919.162109
	Iteration 3Q: 3 clusters Score -2156550 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2156724.750000 Penalty: 2919.162109
	Iteration 4Q: 3 clusters Score -2156725 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2156871.000000 Penalty: 2919.162109
	Iteration 5Q: 3 clusters Score -2156871 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2157030.500000 Penalty: 2919.162109
	Iteration 6Q: 3 clusters Score -2157030 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2157151.750000 Penalty: 2919.162109
	Iteration 7Q: 3 clusters Score -2157152 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2157275.250000 Penalty: 2919.162109
	Iteration 8Q: 3 clusters Score -2157275 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2157417.750000 Penalty: 2919.162109
	Iteration 9Q: 3 clusters Score -2157418 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2157576.500000 Penalty: 2919.162109
	Iteration 10Q: 3 clusters Score -2157576 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2157769.750000 Penalty: 2919.162109
	Iteration 11Q: 3 clusters Score -2157770 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2158006.250000 Penalty: 2919.162109
	Iteration 12Q: 3 clusters Score -2158006 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2158273.000000 Penalty: 2919.162109
	Iteration 13Q: 3 clusters Score -2158273 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2158582.750000 Penalty: 2919.162109
	Iteration 14Q: 3 clusters Score -2158583 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2158894.250000 Penalty: 2919.162109
	Iteration 15Q: 3 clusters Score -2158894 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2159269.500000 Penalty: 2919.162109
	Iteration 16Q: 3 clusters Score -2159270 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2159715.250000 Penalty: 2919.162109
	Iteration 17Q: 3 clusters Score -2159715 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2160217.000000 Penalty: 2919.162109
	Iteration 18Q: 3 clusters Score -2160217 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2160671.750000 Penalty: 2919.162109
	Iteration 19Q: 3 clusters Score -2160672 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2161102.750000 Penalty: 2919.162109
	Iteration 20F: 3 clusters Score -2161103 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2161471.000000 Penalty: 2919.162109
	Iteration 21Q: 3 clusters Score -2161471 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2161732.500000 Penalty: 2919.162109
	Iteration 22Q: 3 clusters Score -2161732 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2161938.000000 Penalty: 2919.162109
	Iteration 23Q: 3 clusters Score -2161938 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2162105.750000 Penalty: 2919.162109
	Iteration 24Q: 3 clusters Score -2162106 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2162241.250000 Penalty: 2919.162109
	Iteration 25Q: 3 clusters Score -2162241 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2162351.250000 Penalty: 2919.162109
	Iteration 26Q: 3 clusters Score -2162351 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2162424.500000 Penalty: 2919.162109
	Iteration 27Q: 3 clusters Score -2162424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2162486.750000 Penalty: 2919.162109
	Iteration 28Q: 3 clusters Score -2162487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2162522.250000 Penalty: 2919.162109
	Iteration 29Q: 3 clusters Score -2162522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2162550.500000 Penalty: 2919.162109
	Iteration 30Q: 3 clusters Score -2162550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2162568.000000 Penalty: 2919.162109
	Iteration 31Q: 3 clusters Score -2162568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2162579.250000 Penalty: 2919.162109
	Iteration 32Q: 3 clusters Score -2162579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2162595.000000 Penalty: 2919.162109
	Iteration 33Q: 3 clusters Score -2162595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2162604.750000 Penalty: 2919.162109
	Iteration 34Q: 3 clusters Score -2162605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2162608.000000 Penalty: 2919.162109
	Iteration 35Q: 3 clusters Score -2162608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2162611.250000 Penalty: 2919.162109
	Iteration 36Q: 3 clusters Score -2162611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2162619.750000 Penalty: 2919.162109
	Iteration 37Q: 3 clusters Score -2162620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2162620.250000 Penalty: 2919.162109
	Iteration 38Q: 3 clusters Score -2162620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2162627.750000 Penalty: 2919.162109
	Iteration 39Q: 3 clusters Score -2162628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2162630.000000 Penalty: 2919.162109
	Iteration 40F: 3 clusters Score -2162630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2162640.500000 Penalty: 2919.162109
	Iteration 41Q: 3 clusters Score -2162640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2162639.000000 Penalty: 2919.162109
	Iteration 42Q: 3 clusters Score -2162639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2162640.250000 Penalty: 2919.162109
	Iteration 43Q: 3 clusters Score -2162640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2162642.500000 Penalty: 2919.162109
	Iteration 44Q: 3 clusters Score -2162642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2162644.500000 Penalty: 2919.162109
	Iteration 45Q: 3 clusters Score -2162644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2162646.250000 Penalty: 2919.162109
	Iteration 46Q: 3 clusters Score -2162646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2162646.750000 Penalty: 2919.162109
	Iteration 47Q: 3 clusters Score -2162647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2162646.750000 Penalty: 2919.162109
	Iteration 48F: 3 clusters Score -2162647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (21292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Entering Unmasked Estep 
Score: -2524778.500000 Penalty: 1482.953735
	Iteration 0F: 2 clusters Score -2524778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2510867.000000 Penalty: 2965.907471
	Iteration 0F: 3 clusters Score -2510867 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2516011.500000 Penalty: 2965.907471
	Iteration 1F: 3 clusters Score -2516012 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2516447.750000 Penalty: 2965.907471
	Iteration 2F: 3 clusters Score -2516448 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2516901.750000 Penalty: 2965.907471
	Iteration 3Q: 3 clusters Score -2516902 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2517500.500000 Penalty: 2965.907471
	Iteration 4F: 3 clusters Score -2517500 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2518315.250000 Penalty: 2965.907471
	Iteration 5F: 3 clusters Score -2518315 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2519415.000000 Penalty: 2965.907471
	Iteration 6F: 3 clusters Score -2519415 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2520682.750000 Penalty: 2965.907471
	Iteration 7F: 3 clusters Score -2520683 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2521785.500000 Penalty: 2965.907471
	Iteration 8F: 3 clusters Score -2521786 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2522572.500000 Penalty: 2965.907471
	Iteration 9Q: 3 clusters Score -2522572 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2523071.500000 Penalty: 2965.907471
	Iteration 10Q: 3 clusters Score -2523072 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2523359.000000 Penalty: 2965.907471
	Iteration 11Q: 3 clusters Score -2523359 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2523531.750000 Penalty: 2965.907471
	Iteration 12Q: 3 clusters Score -2523532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2523647.500000 Penalty: 2965.907471
	Iteration 13Q: 3 clusters Score -2523648 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2523719.750000 Penalty: 2965.907471
	Iteration 14Q: 3 clusters Score -2523720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2523783.500000 Penalty: 2965.907471
	Iteration 15Q: 3 clusters Score -2523784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2523827.250000 Penalty: 2965.907471
	Iteration 16Q: 3 clusters Score -2523827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2523857.250000 Penalty: 2965.907471
	Iteration 17Q: 3 clusters Score -2523857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2523872.250000 Penalty: 2965.907471
	Iteration 18Q: 3 clusters Score -2523872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2523886.250000 Penalty: 2965.907471
	Iteration 19Q: 3 clusters Score -2523886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2523902.750000 Penalty: 2965.907471
	Iteration 20F: 3 clusters Score -2523903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2523906.000000 Penalty: 2965.907471
	Iteration 21Q: 3 clusters Score -2523906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2523904.250000 Penalty: 2965.907471
	Iteration 22Q: 3 clusters Score -2523904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2523912.000000 Penalty: 2965.907471
	Iteration 23Q: 3 clusters Score -2523912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2523913.000000 Penalty: 2965.907471
	Iteration 24Q: 3 clusters Score -2523913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2523914.500000 Penalty: 2965.907471
	Iteration 25Q: 3 clusters Score -2523914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2523919.250000 Penalty: 2965.907471
	Iteration 26Q: 3 clusters Score -2523919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2523919.250000 Penalty: 2965.907471
	Iteration 27Q: 3 clusters Score -2523919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2523920.750000 Penalty: 2965.907471
	Iteration 28Q: 3 clusters Score -2523921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2523921.500000 Penalty: 2965.907471
	Iteration 29Q: 3 clusters Score -2523922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2523921.500000 Penalty: 2965.907471
	Iteration 30F: 3 clusters Score -2523922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46018 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32148 members 
Mstep: Class 16 contains 14374 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65883 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42259 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22402 members 
Mstep: Class 37 contains 14847 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8150 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15442 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7386 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9470 members 
Mstep: Class 57 contains 85645 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18197 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158752.000000 Penalty: 135716.546875
Iteration 359Q: 67 clusters Score -1.111588e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32149 members 
Mstep: Class 16 contains 14374 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65881 members 
Mstep: Class 19 contains 68669 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7806 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42262 members 
Mstep: Class 33 contains 35593 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14843 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15444 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7386 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9469 members 
Mstep: Class 57 contains 85645 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158784.000000 Penalty: 135716.546875
Iteration 360F: 67 clusters Score -1.111588e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18904 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32150 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65880 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67071 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7804 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42262 members 
Mstep: Class 33 contains 35592 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14838 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15445 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85649 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41428 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158784.000000 Penalty: 135716.546875
Iteration 361Q: 67 clusters Score -1.111588e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65878 members 
Mstep: Class 19 contains 68670 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67072 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7802 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42263 members 
Mstep: Class 33 contains 35591 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14837 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15448 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85648 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41428 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158832.000000 Penalty: 135716.546875
Iteration 362Q: 67 clusters Score -1.111588e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68671 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67074 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7798 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42264 members 
Mstep: Class 33 contains 35591 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14837 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15451 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85646 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158824.000000 Penalty: 135716.546875
Iteration 363Q: 67 clusters Score -1.111588e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7796 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 35590 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45808 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15452 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85644 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158832.000000 Penalty: 135716.546875
Iteration 364Q: 67 clusters Score -1.111588e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7794 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 35590 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45809 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15452 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85644 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158840.000000 Penalty: 135716.546875
Iteration 365Q: 67 clusters Score -1.111588e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7795 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 35590 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22403 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45809 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15452 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85644 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158824.000000 Penalty: 135716.546875
Iteration 366Q: 67 clusters Score -1.111588e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7796 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 35590 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22402 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45809 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15452 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85644 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158824.000000 Penalty: 135716.546875
Iteration 367Q: 67 clusters Score -1.111588e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7796 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 35590 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22402 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45809 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15452 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85644 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 41427 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158824.000000 Penalty: 135716.546875
Iteration 368F: 67 clusters Score -1.111588e+08 nChanged 0
Entering ConstructFrom: 
Score: -111158824.000000 Penalty: 135716.546875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -357605.093750 Penalty: 1196.849365
	Iteration 0F: 2 clusters Score -357605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -354995.687500 Penalty: 2393.698730
	Iteration 0F: 3 clusters Score -354995.7 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -355707.375000 Penalty: 2393.698730
	Iteration 1F: 3 clusters Score -355707.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -355876.187500 Penalty: 2393.698730
	Iteration 2F: 3 clusters Score -355876.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -355983.562500 Penalty: 2393.698730
	Iteration 3F: 3 clusters Score -355983.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -356049.656250 Penalty: 2393.698730
	Iteration 4Q: 3 clusters Score -356049.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -356088.718750 Penalty: 2393.698730
	Iteration 5Q: 3 clusters Score -356088.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -356118.093750 Penalty: 2393.698730
	Iteration 6Q: 3 clusters Score -356118.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -356146.343750 Penalty: 2393.698730
	Iteration 7Q: 3 clusters Score -356146.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -356175.843750 Penalty: 2393.698730
	Iteration 8Q: 3 clusters Score -356175.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -356206.343750 Penalty: 2393.698730
	Iteration 9Q: 3 clusters Score -356206.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -356230.125000 Penalty: 2393.698730
	Iteration 10Q: 3 clusters Score -356230.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -356252.843750 Penalty: 2393.698730
	Iteration 11Q: 3 clusters Score -356252.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -356264.718750 Penalty: 2393.698730
	Iteration 12Q: 3 clusters Score -356264.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -356281.875000 Penalty: 2393.698730
	Iteration 13Q: 3 clusters Score -356281.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -356295.250000 Penalty: 2393.698730
	Iteration 14Q: 3 clusters Score -356295.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -356308.375000 Penalty: 2393.698730
	Iteration 15Q: 3 clusters Score -356308.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -356315.281250 Penalty: 2393.698730
	Iteration 16Q: 3 clusters Score -356315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -356321.406250 Penalty: 2393.698730
	Iteration 17Q: 3 clusters Score -356321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -356327.937500 Penalty: 2393.698730
	Iteration 18Q: 3 clusters Score -356327.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -356336.875000 Penalty: 2393.698730
	Iteration 19Q: 3 clusters Score -356336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -356344.437500 Penalty: 2393.698730
	Iteration 20F: 3 clusters Score -356344.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -356352.000000 Penalty: 2393.698730
	Iteration 21Q: 3 clusters Score -356352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -356357.937500 Penalty: 2393.698730
	Iteration 22Q: 3 clusters Score -356357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -356360.437500 Penalty: 2393.698730
	Iteration 23Q: 3 clusters Score -356360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -356364.812500 Penalty: 2393.698730
	Iteration 24Q: 3 clusters Score -356364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -356368.750000 Penalty: 2393.698730
	Iteration 25Q: 3 clusters Score -356368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -356370.562500 Penalty: 2393.698730
	Iteration 26Q: 3 clusters Score -356370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -356372.562500 Penalty: 2393.698730
	Iteration 27Q: 3 clusters Score -356372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -356373.062500 Penalty: 2393.698730
	Iteration 28Q: 3 clusters Score -356373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -356373.687500 Penalty: 2393.698730
	Iteration 29Q: 3 clusters Score -356373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -356374.968750 Penalty: 2393.698730
	Iteration 30Q: 3 clusters Score -356375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356376.781250 Penalty: 2393.698730
	Iteration 31Q: 3 clusters Score -356376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -356376.750000 Penalty: 2393.698730
	Iteration 32Q: 3 clusters Score -356376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -356377.250000 Penalty: 2393.698730
	Iteration 33Q: 3 clusters Score -356377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -356379.437500 Penalty: 2393.698730
	Iteration 34Q: 3 clusters Score -356379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -356383.000000 Penalty: 2393.698730
	Iteration 35Q: 3 clusters Score -356383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -356387.906250 Penalty: 2393.698730
	Iteration 36Q: 3 clusters Score -356387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -356390.375000 Penalty: 2393.698730
	Iteration 37Q: 3 clusters Score -356390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -356392.968750 Penalty: 2393.698730
	Iteration 38Q: 3 clusters Score -356393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -356397.093750 Penalty: 2393.698730
	Iteration 39Q: 3 clusters Score -356397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -356402.093750 Penalty: 2393.698730
	Iteration 40F: 3 clusters Score -356402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -356406.500000 Penalty: 2393.698730
	Iteration 41Q: 3 clusters Score -356406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -356407.968750 Penalty: 2393.698730
	Iteration 42Q: 3 clusters Score -356408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -356408.875000 Penalty: 2393.698730
	Iteration 43Q: 3 clusters Score -356408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -356409.875000 Penalty: 2393.698730
	Iteration 44Q: 3 clusters Score -356409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -356410.031250 Penalty: 2393.698730
	Iteration 45Q: 3 clusters Score -356410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -356410.031250 Penalty: 2393.698730
	Iteration 46F: 3 clusters Score -356410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -744332.812500 Penalty: 1301.298340
	Iteration 0F: 2 clusters Score -744332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -739878.687500 Penalty: 2602.596680
	Iteration 0F: 3 clusters Score -739878.7 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -741290.000000 Penalty: 2602.596680
	Iteration 1F: 3 clusters Score -741290 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -741531.625000 Penalty: 2602.596680
	Iteration 2F: 3 clusters Score -741531.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -741708.937500 Penalty: 2602.596680
	Iteration 3F: 3 clusters Score -741708.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -741878.375000 Penalty: 2602.596680
	Iteration 4Q: 3 clusters Score -741878.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -742046.625000 Penalty: 2602.596680
	Iteration 5Q: 3 clusters Score -742046.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -742195.562500 Penalty: 2602.596680
	Iteration 6Q: 3 clusters Score -742195.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -742321.375000 Penalty: 2602.596680
	Iteration 7Q: 3 clusters Score -742321.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -742437.812500 Penalty: 2602.596680
	Iteration 8Q: 3 clusters Score -742437.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -742537.000000 Penalty: 2602.596680
	Iteration 9Q: 3 clusters Score -742537 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -742640.875000 Penalty: 2602.596680
	Iteration 10Q: 3 clusters Score -742640.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -742731.375000 Penalty: 2602.596680
	Iteration 11Q: 3 clusters Score -742731.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -742813.187500 Penalty: 2602.596680
	Iteration 12Q: 3 clusters Score -742813.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -742883.125000 Penalty: 2602.596680
	Iteration 13Q: 3 clusters Score -742883.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -742937.187500 Penalty: 2602.596680
	Iteration 14Q: 3 clusters Score -742937.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -743000.125000 Penalty: 2602.596680
	Iteration 15Q: 3 clusters Score -743000.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -743056.625000 Penalty: 2602.596680
	Iteration 16Q: 3 clusters Score -743056.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -743105.937500 Penalty: 2602.596680
	Iteration 17Q: 3 clusters Score -743105.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -743154.500000 Penalty: 2602.596680
	Iteration 18Q: 3 clusters Score -743154.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -743214.500000 Penalty: 2602.596680
	Iteration 19Q: 3 clusters Score -743214.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -743258.875000 Penalty: 2602.596680
	Iteration 20F: 3 clusters Score -743258.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -743295.500000 Penalty: 2602.596680
	Iteration 21Q: 3 clusters Score -743295.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -743319.000000 Penalty: 2602.596680
	Iteration 22Q: 3 clusters Score -743319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -743330.937500 Penalty: 2602.596680
	Iteration 23Q: 3 clusters Score -743330.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -743340.000000 Penalty: 2602.596680
	Iteration 24Q: 3 clusters Score -743340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -743351.000000 Penalty: 2602.596680
	Iteration 25Q: 3 clusters Score -743351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -743357.625000 Penalty: 2602.596680
	Iteration 26Q: 3 clusters Score -743357.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -743370.062500 Penalty: 2602.596680
	Iteration 27Q: 3 clusters Score -743370.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -743376.062500 Penalty: 2602.596680
	Iteration 28Q: 3 clusters Score -743376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -743382.250000 Penalty: 2602.596680
	Iteration 29Q: 3 clusters Score -743382.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -743390.250000 Penalty: 2602.596680
	Iteration 30Q: 3 clusters Score -743390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -743400.625000 Penalty: 2602.596680
	Iteration 31Q: 3 clusters Score -743400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -743401.500000 Penalty: 2602.596680
	Iteration 32Q: 3 clusters Score -743401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -743402.500000 Penalty: 2602.596680
	Iteration 33Q: 3 clusters Score -743402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -743403.625000 Penalty: 2602.596680
	Iteration 34Q: 3 clusters Score -743403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -743404.875000 Penalty: 2602.596680
	Iteration 35Q: 3 clusters Score -743404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -743404.625000 Penalty: 2602.596680
	Iteration 36Q: 3 clusters Score -743404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -743405.687500 Penalty: 2602.596680
	Iteration 37Q: 3 clusters Score -743405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -743406.875000 Penalty: 2602.596680
	Iteration 38Q: 3 clusters Score -743406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -743406.437500 Penalty: 2602.596680
	Iteration 39Q: 3 clusters Score -743406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -743406.562500 Penalty: 2602.596680
	Iteration 40F: 3 clusters Score -743406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -743409.062500 Penalty: 2602.596680
	Iteration 41Q: 3 clusters Score -743409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -743409.125000 Penalty: 2602.596680
	Iteration 42Q: 3 clusters Score -743409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -743410.937500 Penalty: 2602.596680
	Iteration 43Q: 3 clusters Score -743410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -743414.875000 Penalty: 2602.596680
	Iteration 44Q: 3 clusters Score -743414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -743415.125000 Penalty: 2602.596680
	Iteration 45Q: 3 clusters Score -743415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -743416.125000 Penalty: 2602.596680
	Iteration 46Q: 3 clusters Score -743416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -743416.125000 Penalty: 2602.596680
	Iteration 47F: 3 clusters Score -743416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -211677.468750 Penalty: 1122.911255
	Iteration 0F: 2 clusters Score -211677.5 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 948 members 
Entering Unmasked Estep 
Score: -209838.843750 Penalty: 2245.822510
	Iteration 0F: 3 clusters Score -209838.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -210288.453125 Penalty: 2245.822510
	Iteration 1F: 3 clusters Score -210288.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -210426.156250 Penalty: 2245.822510
	Iteration 2F: 3 clusters Score -210426.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -210498.828125 Penalty: 2245.822510
	Iteration 3Q: 3 clusters Score -210498.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210551.421875 Penalty: 2245.822510
	Iteration 4Q: 3 clusters Score -210551.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210594.593750 Penalty: 2245.822510
	Iteration 5Q: 3 clusters Score -210594.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210619.296875 Penalty: 2245.822510
	Iteration 6Q: 3 clusters Score -210619.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210641.078125 Penalty: 2245.822510
	Iteration 7Q: 3 clusters Score -210641.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -210655.593750 Penalty: 2245.822510
	Iteration 8Q: 3 clusters Score -210655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -210666.562500 Penalty: 2245.822510
	Iteration 9Q: 3 clusters Score -210666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -210676.609375 Penalty: 2245.822510
	Iteration 10Q: 3 clusters Score -210676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -210681.078125 Penalty: 2245.822510
	Iteration 11Q: 3 clusters Score -210681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -210681.781250 Penalty: 2245.822510
	Iteration 12Q: 3 clusters Score -210681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -210683.156250 Penalty: 2245.822510
	Iteration 13Q: 3 clusters Score -210683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -210684.750000 Penalty: 2245.822510
	Iteration 14Q: 3 clusters Score -210684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -210685.812500 Penalty: 2245.822510
	Iteration 15Q: 3 clusters Score -210685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -210686.093750 Penalty: 2245.822510
	Iteration 16Q: 3 clusters Score -210686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -210686.093750 Penalty: 2245.822510
	Iteration 17F: 3 clusters Score -210686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -243897.000000 Penalty: 1151.940186
	Iteration 0F: 2 clusters Score -243897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -241833.937500 Penalty: 2303.880371
	Iteration 0F: 3 clusters Score -241833.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -242322.015625 Penalty: 2303.880371
	Iteration 1F: 3 clusters Score -242322 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242477.312500 Penalty: 2303.880371
	Iteration 2F: 3 clusters Score -242477.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242570.890625 Penalty: 2303.880371
	Iteration 3Q: 3 clusters Score -242570.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -242649.156250 Penalty: 2303.880371
	Iteration 4Q: 3 clusters Score -242649.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242715.906250 Penalty: 2303.880371
	Iteration 5Q: 3 clusters Score -242715.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242763.640625 Penalty: 2303.880371
	Iteration 6Q: 3 clusters Score -242763.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -242794.234375 Penalty: 2303.880371
	Iteration 7Q: 3 clusters Score -242794.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -242814.062500 Penalty: 2303.880371
	Iteration 8Q: 3 clusters Score -242814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -242824.750000 Penalty: 2303.880371
	Iteration 9Q: 3 clusters Score -242824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242834.593750 Penalty: 2303.880371
	Iteration 10Q: 3 clusters Score -242834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -242840.312500 Penalty: 2303.880371
	Iteration 11Q: 3 clusters Score -242840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242845.546875 Penalty: 2303.880371
	Iteration 12Q: 3 clusters Score -242845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242848.921875 Penalty: 2303.880371
	Iteration 13Q: 3 clusters Score -242848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242852.796875 Penalty: 2303.880371
	Iteration 14Q: 3 clusters Score -242852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -242854.671875 Penalty: 2303.880371
	Iteration 15Q: 3 clusters Score -242854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242857.093750 Penalty: 2303.880371
	Iteration 16Q: 3 clusters Score -242857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242860.093750 Penalty: 2303.880371
	Iteration 17Q: 3 clusters Score -242860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -242862.812500 Penalty: 2303.880371
	Iteration 18Q: 3 clusters Score -242862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -242867.578125 Penalty: 2303.880371
	Iteration 19Q: 3 clusters Score -242867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -242872.890625 Penalty: 2303.880371
	Iteration 20F: 3 clusters Score -242872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -242878.718750 Penalty: 2303.880371
	Iteration 21Q: 3 clusters Score -242878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242883.296875 Penalty: 2303.880371
	Iteration 22Q: 3 clusters Score -242883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242885.687500 Penalty: 2303.880371
	Iteration 23Q: 3 clusters Score -242885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -242889.390625 Penalty: 2303.880371
	Iteration 24Q: 3 clusters Score -242889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -242890.078125 Penalty: 2303.880371
	Iteration 25Q: 3 clusters Score -242890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -242891.953125 Penalty: 2303.880371
	Iteration 26Q: 3 clusters Score -242892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242893.718750 Penalty: 2303.880371
	Iteration 27Q: 3 clusters Score -242893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -242894.000000 Penalty: 2303.880371
	Iteration 28Q: 3 clusters Score -242894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -242894.171875 Penalty: 2303.880371
	Iteration 29Q: 3 clusters Score -242894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -242894.453125 Penalty: 2303.880371
	Iteration 30Q: 3 clusters Score -242894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -242895.453125 Penalty: 2303.880371
	Iteration 31Q: 3 clusters Score -242895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -242897.406250 Penalty: 2303.880371
	Iteration 32Q: 3 clusters Score -242897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -242899.093750 Penalty: 2303.880371
	Iteration 33Q: 3 clusters Score -242899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -242901.218750 Penalty: 2303.880371
	Iteration 34Q: 3 clusters Score -242901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -242905.437500 Penalty: 2303.880371
	Iteration 35Q: 3 clusters Score -242905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -242912.984375 Penalty: 2303.880371
	Iteration 36Q: 3 clusters Score -242913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -242919.500000 Penalty: 2303.880371
	Iteration 37Q: 3 clusters Score -242919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -242926.828125 Penalty: 2303.880371
	Iteration 38Q: 3 clusters Score -242926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -242932.640625 Penalty: 2303.880371
	Iteration 39Q: 3 clusters Score -242932.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -242937.531250 Penalty: 2303.880371
	Iteration 40F: 3 clusters Score -242937.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -242948.796875 Penalty: 2303.880371
	Iteration 41Q: 3 clusters Score -242948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -242953.890625 Penalty: 2303.880371
	Iteration 42Q: 3 clusters Score -242953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -242956.937500 Penalty: 2303.880371
	Iteration 43Q: 3 clusters Score -242956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -242959.562500 Penalty: 2303.880371
	Iteration 44Q: 3 clusters Score -242959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -242960.984375 Penalty: 2303.880371
	Iteration 45Q: 3 clusters Score -242961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -242962.718750 Penalty: 2303.880371
	Iteration 46Q: 3 clusters Score -242962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -242963.234375 Penalty: 2303.880371
	Iteration 47Q: 3 clusters Score -242963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -242963.234375 Penalty: 2303.880371
	Iteration 48F: 3 clusters Score -242963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -756403.625000 Penalty: 1323.710449
	Iteration 0F: 2 clusters Score -756403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -751330.250000 Penalty: 2647.420898
	Iteration 0F: 3 clusters Score -751330.2 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -753051.312500 Penalty: 2647.420898
	Iteration 1F: 3 clusters Score -753051.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -753640.187500 Penalty: 2647.420898
	Iteration 2F: 3 clusters Score -753640.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -754207.500000 Penalty: 2647.420898
	Iteration 3F: 3 clusters Score -754207.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -754797.625000 Penalty: 2647.420898
	Iteration 4F: 3 clusters Score -754797.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -755307.437500 Penalty: 2647.420898
	Iteration 5F: 3 clusters Score -755307.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -755615.187500 Penalty: 2647.420898
	Iteration 6F: 3 clusters Score -755615.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -755773.125000 Penalty: 2647.420898
	Iteration 7Q: 3 clusters Score -755773.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -755853.375000 Penalty: 2647.420898
	Iteration 8Q: 3 clusters Score -755853.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -755894.125000 Penalty: 2647.420898
	Iteration 9Q: 3 clusters Score -755894.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -755926.937500 Penalty: 2647.420898
	Iteration 10Q: 3 clusters Score -755926.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -755952.562500 Penalty: 2647.420898
	Iteration 11Q: 3 clusters Score -755952.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -755964.812500 Penalty: 2647.420898
	Iteration 12Q: 3 clusters Score -755964.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -755974.875000 Penalty: 2647.420898
	Iteration 13Q: 3 clusters Score -755974.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -755981.937500 Penalty: 2647.420898
	Iteration 14Q: 3 clusters Score -755981.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -755990.500000 Penalty: 2647.420898
	Iteration 15Q: 3 clusters Score -755990.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -755992.625000 Penalty: 2647.420898
	Iteration 16Q: 3 clusters Score -755992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -755996.312500 Penalty: 2647.420898
	Iteration 17Q: 3 clusters Score -755996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -756003.125000 Penalty: 2647.420898
	Iteration 18Q: 3 clusters Score -756003.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -756004.000000 Penalty: 2647.420898
	Iteration 19Q: 3 clusters Score -756004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -756008.125000 Penalty: 2647.420898
	Iteration 20F: 3 clusters Score -756008.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -756011.750000 Penalty: 2647.420898
	Iteration 21Q: 3 clusters Score -756011.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -756016.187500 Penalty: 2647.420898
	Iteration 22Q: 3 clusters Score -756016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -756017.187500 Penalty: 2647.420898
	Iteration 23Q: 3 clusters Score -756017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -756022.562500 Penalty: 2647.420898
	Iteration 24Q: 3 clusters Score -756022.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -756025.875000 Penalty: 2647.420898
	Iteration 25Q: 3 clusters Score -756025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -756027.250000 Penalty: 2647.420898
	Iteration 26Q: 3 clusters Score -756027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -756026.000000 Penalty: 2647.420898
	Iteration 27Q: 3 clusters Score -756026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -756027.562500 Penalty: 2647.420898
	Iteration 28Q: 3 clusters Score -756027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -756030.562500 Penalty: 2647.420898
	Iteration 29Q: 3 clusters Score -756030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -756031.812500 Penalty: 2647.420898
	Iteration 30Q: 3 clusters Score -756031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -756032.625000 Penalty: 2647.420898
	Iteration 31Q: 3 clusters Score -756032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -756036.875000 Penalty: 2647.420898
	Iteration 32Q: 3 clusters Score -756036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -756037.250000 Penalty: 2647.420898
	Iteration 33Q: 3 clusters Score -756037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -756039.125000 Penalty: 2647.420898
	Iteration 34Q: 3 clusters Score -756039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -756040.437500 Penalty: 2647.420898
	Iteration 35Q: 3 clusters Score -756040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -756041.437500 Penalty: 2647.420898
	Iteration 36Q: 3 clusters Score -756041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -756041.812500 Penalty: 2647.420898
	Iteration 37Q: 3 clusters Score -756041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -756040.187500 Penalty: 2647.420898
	Iteration 38Q: 3 clusters Score -756040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -756044.187500 Penalty: 2647.420898
	Iteration 39Q: 3 clusters Score -756044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -756044.312500 Penalty: 2647.420898
	Iteration 40F: 3 clusters Score -756044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -756045.500000 Penalty: 2647.420898
	Iteration 41Q: 3 clusters Score -756045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -756044.187500 Penalty: 2647.420898
	Iteration 42Q: 3 clusters Score -756044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -756044.187500 Penalty: 2647.420898
	Iteration 43F: 3 clusters Score -756044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -377260.875000 Penalty: 1211.192261
	Iteration 0F: 2 clusters Score -377260.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -374523.593750 Penalty: 2422.384521
	Iteration 0F: 3 clusters Score -374523.6 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -375233.125000 Penalty: 2422.384521
	Iteration 1F: 3 clusters Score -375233.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -375439.343750 Penalty: 2422.384521
	Iteration 2F: 3 clusters Score -375439.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -375598.718750 Penalty: 2422.384521
	Iteration 3F: 3 clusters Score -375598.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -375687.718750 Penalty: 2422.384521
	Iteration 4Q: 3 clusters Score -375687.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -375741.343750 Penalty: 2422.384521
	Iteration 5Q: 3 clusters Score -375741.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -375778.312500 Penalty: 2422.384521
	Iteration 6Q: 3 clusters Score -375778.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -375811.437500 Penalty: 2422.384521
	Iteration 7Q: 3 clusters Score -375811.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -375841.031250 Penalty: 2422.384521
	Iteration 8Q: 3 clusters Score -375841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -375870.843750 Penalty: 2422.384521
	Iteration 9Q: 3 clusters Score -375870.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -375893.468750 Penalty: 2422.384521
	Iteration 10Q: 3 clusters Score -375893.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -375917.218750 Penalty: 2422.384521
	Iteration 11Q: 3 clusters Score -375917.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375936.031250 Penalty: 2422.384521
	Iteration 12Q: 3 clusters Score -375936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -375952.625000 Penalty: 2422.384521
	Iteration 13Q: 3 clusters Score -375952.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -375973.093750 Penalty: 2422.384521
	Iteration 14Q: 3 clusters Score -375973.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -375990.812500 Penalty: 2422.384521
	Iteration 15Q: 3 clusters Score -375990.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -376003.656250 Penalty: 2422.384521
	Iteration 16Q: 3 clusters Score -376003.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -376012.781250 Penalty: 2422.384521
	Iteration 17Q: 3 clusters Score -376012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -376021.218750 Penalty: 2422.384521
	Iteration 18Q: 3 clusters Score -376021.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -376035.718750 Penalty: 2422.384521
	Iteration 19Q: 3 clusters Score -376035.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -376043.718750 Penalty: 2422.384521
	Iteration 20F: 3 clusters Score -376043.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -376049.218750 Penalty: 2422.384521
	Iteration 21Q: 3 clusters Score -376049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -376052.062500 Penalty: 2422.384521
	Iteration 22Q: 3 clusters Score -376052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -376053.781250 Penalty: 2422.384521
	Iteration 23Q: 3 clusters Score -376053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -376055.468750 Penalty: 2422.384521
	Iteration 24Q: 3 clusters Score -376055.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -376058.187500 Penalty: 2422.384521
	Iteration 25Q: 3 clusters Score -376058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -376059.062500 Penalty: 2422.384521
	Iteration 26Q: 3 clusters Score -376059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -376060.093750 Penalty: 2422.384521
	Iteration 27Q: 3 clusters Score -376060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -376060.875000 Penalty: 2422.384521
	Iteration 28Q: 3 clusters Score -376060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -376062.468750 Penalty: 2422.384521
	Iteration 29Q: 3 clusters Score -376062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -376062.875000 Penalty: 2422.384521
	Iteration 30Q: 3 clusters Score -376062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -376064.875000 Penalty: 2422.384521
	Iteration 31Q: 3 clusters Score -376064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -376067.937500 Penalty: 2422.384521
	Iteration 32Q: 3 clusters Score -376067.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -376072.625000 Penalty: 2422.384521
	Iteration 33Q: 3 clusters Score -376072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -376077.093750 Penalty: 2422.384521
	Iteration 34Q: 3 clusters Score -376077.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -376082.187500 Penalty: 2422.384521
	Iteration 35Q: 3 clusters Score -376082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -376087.625000 Penalty: 2422.384521
	Iteration 36Q: 3 clusters Score -376087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -376093.750000 Penalty: 2422.384521
	Iteration 37Q: 3 clusters Score -376093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -376097.281250 Penalty: 2422.384521
	Iteration 38Q: 3 clusters Score -376097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -376102.593750 Penalty: 2422.384521
	Iteration 39Q: 3 clusters Score -376102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -376106.125000 Penalty: 2422.384521
	Iteration 40F: 3 clusters Score -376106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -376112.156250 Penalty: 2422.384521
	Iteration 41Q: 3 clusters Score -376112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -376117.343750 Penalty: 2422.384521
	Iteration 42Q: 3 clusters Score -376117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -376121.125000 Penalty: 2422.384521
	Iteration 43Q: 3 clusters Score -376121.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -376126.875000 Penalty: 2422.384521
	Iteration 44Q: 3 clusters Score -376126.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -376131.906250 Penalty: 2422.384521
	Iteration 45Q: 3 clusters Score -376131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -376133.093750 Penalty: 2422.384521
	Iteration 46Q: 3 clusters Score -376133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -376134.812500 Penalty: 2422.384521
	Iteration 47Q: 3 clusters Score -376134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -376135.906250 Penalty: 2422.384521
	Iteration 48Q: 3 clusters Score -376135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -376137.187500 Penalty: 2422.384521
	Iteration 49Q: 3 clusters Score -376137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -376137.437500 Penalty: 2422.384521
	Iteration 50Q: 3 clusters Score -376137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -376138.531250 Penalty: 2422.384521
	Iteration 51Q: 3 clusters Score -376138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -376139.250000 Penalty: 2422.384521
	Iteration 52Q: 3 clusters Score -376139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -376140.843750 Penalty: 2422.384521
	Iteration 53Q: 3 clusters Score -376140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -376141.593750 Penalty: 2422.384521
	Iteration 54Q: 3 clusters Score -376141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -376141.906250 Penalty: 2422.384521
	Iteration 55Q: 3 clusters Score -376141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -376141.906250 Penalty: 2422.384521
	Iteration 56F: 3 clusters Score -376141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20130.103516 Penalty: 809.186218
	Iteration 0F: 2 clusters Score -20130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19545.371094 Penalty: 1618.372437
	Iteration 0F: 3 clusters Score -19545.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19695.033203 Penalty: 1618.372437
	Iteration 1F: 3 clusters Score -19695.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19765.808594 Penalty: 1618.372437
	Iteration 2F: 3 clusters Score -19765.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19809.345703 Penalty: 1618.372437
	Iteration 3Q: 3 clusters Score -19809.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19812.380859 Penalty: 1618.372437
	Iteration 4Q: 3 clusters Score -19812.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19819.839844 Penalty: 1618.372437
	Iteration 5Q: 3 clusters Score -19819.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19819.839844 Penalty: 1618.372437
	Iteration 6F: 3 clusters Score -19819.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -480407.875000 Penalty: 1249.817383
	Iteration 0F: 2 clusters Score -480407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -477063.593750 Penalty: 2499.634766
	Iteration 0F: 3 clusters Score -477063.6 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -478004.218750 Penalty: 2499.634766
	Iteration 1F: 3 clusters Score -478004.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -478182.625000 Penalty: 2499.634766
	Iteration 2F: 3 clusters Score -478182.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -478290.281250 Penalty: 2499.634766
	Iteration 3Q: 3 clusters Score -478290.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -478372.375000 Penalty: 2499.634766
	Iteration 4Q: 3 clusters Score -478372.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -478418.250000 Penalty: 2499.634766
	Iteration 5Q: 3 clusters Score -478418.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -478448.687500 Penalty: 2499.634766
	Iteration 6Q: 3 clusters Score -478448.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -478475.437500 Penalty: 2499.634766
	Iteration 7Q: 3 clusters Score -478475.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -478500.375000 Penalty: 2499.634766
	Iteration 8Q: 3 clusters Score -478500.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -478520.093750 Penalty: 2499.634766
	Iteration 9Q: 3 clusters Score -478520.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -478535.312500 Penalty: 2499.634766
	Iteration 10Q: 3 clusters Score -478535.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -478544.781250 Penalty: 2499.634766
	Iteration 11Q: 3 clusters Score -478544.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -478553.500000 Penalty: 2499.634766
	Iteration 12Q: 3 clusters Score -478553.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -478561.812500 Penalty: 2499.634766
	Iteration 13Q: 3 clusters Score -478561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -478564.031250 Penalty: 2499.634766
	Iteration 14Q: 3 clusters Score -478564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -478569.968750 Penalty: 2499.634766
	Iteration 15Q: 3 clusters Score -478570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -478575.812500 Penalty: 2499.634766
	Iteration 16Q: 3 clusters Score -478575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -478581.281250 Penalty: 2499.634766
	Iteration 17Q: 3 clusters Score -478581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -478584.437500 Penalty: 2499.634766
	Iteration 18Q: 3 clusters Score -478584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -478589.281250 Penalty: 2499.634766
	Iteration 19Q: 3 clusters Score -478589.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -478593.750000 Penalty: 2499.634766
	Iteration 20F: 3 clusters Score -478593.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -478598.437500 Penalty: 2499.634766
	Iteration 21Q: 3 clusters Score -478598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -478601.968750 Penalty: 2499.634766
	Iteration 22Q: 3 clusters Score -478602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -478605.093750 Penalty: 2499.634766
	Iteration 23Q: 3 clusters Score -478605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -478606.187500 Penalty: 2499.634766
	Iteration 24Q: 3 clusters Score -478606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -478608.218750 Penalty: 2499.634766
	Iteration 25Q: 3 clusters Score -478608.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -478612.062500 Penalty: 2499.634766
	Iteration 26Q: 3 clusters Score -478612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -478613.406250 Penalty: 2499.634766
	Iteration 27Q: 3 clusters Score -478613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -478614.375000 Penalty: 2499.634766
	Iteration 28Q: 3 clusters Score -478614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -478615.656250 Penalty: 2499.634766
	Iteration 29Q: 3 clusters Score -478615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -478618.437500 Penalty: 2499.634766
	Iteration 30Q: 3 clusters Score -478618.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -478620.843750 Penalty: 2499.634766
	Iteration 31Q: 3 clusters Score -478620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -478625.156250 Penalty: 2499.634766
	Iteration 32Q: 3 clusters Score -478625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -478627.093750 Penalty: 2499.634766
	Iteration 33Q: 3 clusters Score -478627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -478629.062500 Penalty: 2499.634766
	Iteration 34Q: 3 clusters Score -478629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -478629.906250 Penalty: 2499.634766
	Iteration 35Q: 3 clusters Score -478629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478630.437500 Penalty: 2499.634766
	Iteration 36Q: 3 clusters Score -478630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478630.437500 Penalty: 2499.634766
	Iteration 37F: 3 clusters Score -478630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -572120.312500 Penalty: 1270.741943
	Iteration 0F: 2 clusters Score -572120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -568325.750000 Penalty: 2541.483887
	Iteration 0F: 3 clusters Score -568325.8 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -569413.812500 Penalty: 2541.483887
	Iteration 1F: 3 clusters Score -569413.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -569662.750000 Penalty: 2541.483887
	Iteration 2F: 3 clusters Score -569662.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -569826.062500 Penalty: 2541.483887
	Iteration 3F: 3 clusters Score -569826.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -569941.250000 Penalty: 2541.483887
	Iteration 4Q: 3 clusters Score -569941.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -570022.937500 Penalty: 2541.483887
	Iteration 5Q: 3 clusters Score -570022.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -570078.812500 Penalty: 2541.483887
	Iteration 6Q: 3 clusters Score -570078.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -570121.812500 Penalty: 2541.483887
	Iteration 7Q: 3 clusters Score -570121.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -570154.562500 Penalty: 2541.483887
	Iteration 8Q: 3 clusters Score -570154.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -570178.125000 Penalty: 2541.483887
	Iteration 9Q: 3 clusters Score -570178.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -570198.375000 Penalty: 2541.483887
	Iteration 10Q: 3 clusters Score -570198.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -570221.687500 Penalty: 2541.483887
	Iteration 11Q: 3 clusters Score -570221.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -570245.375000 Penalty: 2541.483887
	Iteration 12Q: 3 clusters Score -570245.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -570275.250000 Penalty: 2541.483887
	Iteration 13Q: 3 clusters Score -570275.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -570301.250000 Penalty: 2541.483887
	Iteration 14Q: 3 clusters Score -570301.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -570323.125000 Penalty: 2541.483887
	Iteration 15Q: 3 clusters Score -570323.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -570341.250000 Penalty: 2541.483887
	Iteration 16Q: 3 clusters Score -570341.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -570357.812500 Penalty: 2541.483887
	Iteration 17Q: 3 clusters Score -570357.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -570376.375000 Penalty: 2541.483887
	Iteration 18Q: 3 clusters Score -570376.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -570393.875000 Penalty: 2541.483887
	Iteration 19Q: 3 clusters Score -570393.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -570415.625000 Penalty: 2541.483887
	Iteration 20F: 3 clusters Score -570415.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -570434.812500 Penalty: 2541.483887
	Iteration 21Q: 3 clusters Score -570434.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -570458.000000 Penalty: 2541.483887
	Iteration 22Q: 3 clusters Score -570458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -570482.875000 Penalty: 2541.483887
	Iteration 23Q: 3 clusters Score -570482.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -570500.937500 Penalty: 2541.483887
	Iteration 24Q: 3 clusters Score -570500.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -570517.750000 Penalty: 2541.483887
	Iteration 25Q: 3 clusters Score -570517.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -570532.062500 Penalty: 2541.483887
	Iteration 26Q: 3 clusters Score -570532.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -570547.875000 Penalty: 2541.483887
	Iteration 27Q: 3 clusters Score -570547.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -570567.062500 Penalty: 2541.483887
	Iteration 28Q: 3 clusters Score -570567.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -570595.000000 Penalty: 2541.483887
	Iteration 29Q: 3 clusters Score -570595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -570619.375000 Penalty: 2541.483887
	Iteration 30Q: 3 clusters Score -570619.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -570640.437500 Penalty: 2541.483887
	Iteration 31Q: 3 clusters Score -570640.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -570662.937500 Penalty: 2541.483887
	Iteration 32Q: 3 clusters Score -570662.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -570689.875000 Penalty: 2541.483887
	Iteration 33Q: 3 clusters Score -570689.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -570713.687500 Penalty: 2541.483887
	Iteration 34Q: 3 clusters Score -570713.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -570736.187500 Penalty: 2541.483887
	Iteration 35Q: 3 clusters Score -570736.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -570754.500000 Penalty: 2541.483887
	Iteration 36Q: 3 clusters Score -570754.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -570773.687500 Penalty: 2541.483887
	Iteration 37Q: 3 clusters Score -570773.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -570787.625000 Penalty: 2541.483887
	Iteration 38Q: 3 clusters Score -570787.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -570803.312500 Penalty: 2541.483887
	Iteration 39Q: 3 clusters Score -570803.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -570820.187500 Penalty: 2541.483887
	Iteration 40F: 3 clusters Score -570820.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -570842.187500 Penalty: 2541.483887
	Iteration 41Q: 3 clusters Score -570842.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -570863.625000 Penalty: 2541.483887
	Iteration 42Q: 3 clusters Score -570863.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -570890.312500 Penalty: 2541.483887
	Iteration 43Q: 3 clusters Score -570890.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -570914.875000 Penalty: 2541.483887
	Iteration 44Q: 3 clusters Score -570914.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -570943.312500 Penalty: 2541.483887
	Iteration 45Q: 3 clusters Score -570943.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -570969.750000 Penalty: 2541.483887
	Iteration 46Q: 3 clusters Score -570969.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -570988.062500 Penalty: 2541.483887
	Iteration 47Q: 3 clusters Score -570988.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -571001.312500 Penalty: 2541.483887
	Iteration 48Q: 3 clusters Score -571001.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -571011.125000 Penalty: 2541.483887
	Iteration 49Q: 3 clusters Score -571011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -571017.500000 Penalty: 2541.483887
	Iteration 50Q: 3 clusters Score -571017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -571018.812500 Penalty: 2541.483887
	Iteration 51Q: 3 clusters Score -571018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -571021.437500 Penalty: 2541.483887
	Iteration 52Q: 3 clusters Score -571021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -571027.562500 Penalty: 2541.483887
	Iteration 53Q: 3 clusters Score -571027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -571033.750000 Penalty: 2541.483887
	Iteration 54Q: 3 clusters Score -571033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -571045.562500 Penalty: 2541.483887
	Iteration 55Q: 3 clusters Score -571045.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -571056.937500 Penalty: 2541.483887
	Iteration 56Q: 3 clusters Score -571056.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -571061.750000 Penalty: 2541.483887
	Iteration 57Q: 3 clusters Score -571061.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -571067.125000 Penalty: 2541.483887
	Iteration 58Q: 3 clusters Score -571067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -571070.687500 Penalty: 2541.483887
	Iteration 59Q: 3 clusters Score -571070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -571073.437500 Penalty: 2541.483887
	Iteration 60F: 3 clusters Score -571073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -571078.562500 Penalty: 2541.483887
	Iteration 61Q: 3 clusters Score -571078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -571082.375000 Penalty: 2541.483887
	Iteration 62Q: 3 clusters Score -571082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -571084.187500 Penalty: 2541.483887
	Iteration 63Q: 3 clusters Score -571084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -571086.312500 Penalty: 2541.483887
	Iteration 64Q: 3 clusters Score -571086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -571089.250000 Penalty: 2541.483887
	Iteration 65Q: 3 clusters Score -571089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -571089.312500 Penalty: 2541.483887
	Iteration 66Q: 3 clusters Score -571089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -571090.562500 Penalty: 2541.483887
	Iteration 67Q: 3 clusters Score -571090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -571090.687500 Penalty: 2541.483887
	Iteration 68Q: 3 clusters Score -571090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -571090.687500 Penalty: 2541.483887
	Iteration 69F: 3 clusters Score -571090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Entering Unmasked Estep 
Score: -2156460.000000 Penalty: 1465.276367
	Iteration 0F: 2 clusters Score -2156460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2143991.000000 Penalty: 2930.552734
	Iteration 0F: 3 clusters Score -2143991 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2148521.000000 Penalty: 2930.552734
	Iteration 1F: 3 clusters Score -2148521 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2148918.000000 Penalty: 2930.552734
	Iteration 2F: 3 clusters Score -2148918 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2149301.000000 Penalty: 2930.552734
	Iteration 3Q: 3 clusters Score -2149301 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2149728.750000 Penalty: 2930.552734
	Iteration 4Q: 3 clusters Score -2149729 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2150267.250000 Penalty: 2930.552734
	Iteration 5F: 3 clusters Score -2150267 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2150931.500000 Penalty: 2930.552734
	Iteration 6F: 3 clusters Score -2150932 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2151739.000000 Penalty: 2930.552734
	Iteration 7F: 3 clusters Score -2151739 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2152586.250000 Penalty: 2930.552734
	Iteration 8F: 3 clusters Score -2152586 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2153430.750000 Penalty: 2930.552734
	Iteration 9F: 3 clusters Score -2153431 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2154109.250000 Penalty: 2930.552734
	Iteration 10Q: 3 clusters Score -2154109 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2154617.000000 Penalty: 2930.552734
	Iteration 11Q: 3 clusters Score -2154617 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2154970.750000 Penalty: 2930.552734
	Iteration 12Q: 3 clusters Score -2154971 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2155166.750000 Penalty: 2930.552734
	Iteration 13Q: 3 clusters Score -2155167 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2155287.000000 Penalty: 2930.552734
	Iteration 14Q: 3 clusters Score -2155287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2155361.250000 Penalty: 2930.552734
	Iteration 15Q: 3 clusters Score -2155361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2155411.000000 Penalty: 2930.552734
	Iteration 16Q: 3 clusters Score -2155411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2155440.500000 Penalty: 2930.552734
	Iteration 17Q: 3 clusters Score -2155440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2155459.250000 Penalty: 2930.552734
	Iteration 18Q: 3 clusters Score -2155459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2155472.500000 Penalty: 2930.552734
	Iteration 19Q: 3 clusters Score -2155472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2155490.500000 Penalty: 2930.552734
	Iteration 20F: 3 clusters Score -2155490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2155494.250000 Penalty: 2930.552734
	Iteration 21Q: 3 clusters Score -2155494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2155500.500000 Penalty: 2930.552734
	Iteration 22Q: 3 clusters Score -2155500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2155504.000000 Penalty: 2930.552734
	Iteration 23Q: 3 clusters Score -2155504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2155508.750000 Penalty: 2930.552734
	Iteration 24Q: 3 clusters Score -2155509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2155512.250000 Penalty: 2930.552734
	Iteration 25Q: 3 clusters Score -2155512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2155514.500000 Penalty: 2930.552734
	Iteration 26Q: 3 clusters Score -2155514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2155515.750000 Penalty: 2930.552734
	Iteration 27Q: 3 clusters Score -2155516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2155517.250000 Penalty: 2930.552734
	Iteration 28Q: 3 clusters Score -2155517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2155517.500000 Penalty: 2930.552734
	Iteration 29Q: 3 clusters Score -2155518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2155517.000000 Penalty: 2930.552734
	Iteration 30Q: 3 clusters Score -2155517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2155517.000000 Penalty: 2930.552734
	Iteration 31F: 3 clusters Score -2155517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Entering Unmasked Estep 
Score: -3255083.750000 Penalty: 1521.332886
	Iteration 0F: 2 clusters Score -3255084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3237243.500000 Penalty: 3042.665771
	Iteration 0F: 3 clusters Score -3237244 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3244007.250000 Penalty: 3042.665771
	Iteration 1F: 3 clusters Score -3244007 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3244586.000000 Penalty: 3042.665771
	Iteration 2F: 3 clusters Score -3244586 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3245147.750000 Penalty: 3042.665771
	Iteration 3Q: 3 clusters Score -3245148 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3245702.500000 Penalty: 3042.665771
	Iteration 4Q: 3 clusters Score -3245702 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3246182.750000 Penalty: 3042.665771
	Iteration 5Q: 3 clusters Score -3246183 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3246655.250000 Penalty: 3042.665771
	Iteration 6Q: 3 clusters Score -3246655 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3247067.000000 Penalty: 3042.665771
	Iteration 7Q: 3 clusters Score -3247067 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3247433.750000 Penalty: 3042.665771
	Iteration 8Q: 3 clusters Score -3247434 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3247755.750000 Penalty: 3042.665771
	Iteration 9Q: 3 clusters Score -3247756 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3248101.250000 Penalty: 3042.665771
	Iteration 10Q: 3 clusters Score -3248101 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3248418.250000 Penalty: 3042.665771
	Iteration 11Q: 3 clusters Score -3248418 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3248707.500000 Penalty: 3042.665771
	Iteration 12Q: 3 clusters Score -3248708 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3248995.250000 Penalty: 3042.665771
	Iteration 13Q: 3 clusters Score -3248995 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3249277.250000 Penalty: 3042.665771
	Iteration 14Q: 3 clusters Score -3249277 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3249513.250000 Penalty: 3042.665771
	Iteration 15Q: 3 clusters Score -3249513 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3249725.750000 Penalty: 3042.665771
	Iteration 16Q: 3 clusters Score -3249726 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3249932.250000 Penalty: 3042.665771
	Iteration 17Q: 3 clusters Score -3249932 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3250137.750000 Penalty: 3042.665771
	Iteration 18Q: 3 clusters Score -3250138 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3250329.250000 Penalty: 3042.665771
	Iteration 19Q: 3 clusters Score -3250329 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3250511.250000 Penalty: 3042.665771
	Iteration 20F: 3 clusters Score -3250511 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3250709.750000 Penalty: 3042.665771
	Iteration 21Q: 3 clusters Score -3250710 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3250901.500000 Penalty: 3042.665771
	Iteration 22Q: 3 clusters Score -3250902 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3251100.250000 Penalty: 3042.665771
	Iteration 23Q: 3 clusters Score -3251100 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3251333.000000 Penalty: 3042.665771
	Iteration 24Q: 3 clusters Score -3251333 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3251591.250000 Penalty: 3042.665771
	Iteration 25Q: 3 clusters Score -3251591 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3251874.750000 Penalty: 3042.665771
	Iteration 26Q: 3 clusters Score -3251875 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3252174.250000 Penalty: 3042.665771
	Iteration 27Q: 3 clusters Score -3252174 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3252464.750000 Penalty: 3042.665771
	Iteration 28Q: 3 clusters Score -3252465 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3252725.000000 Penalty: 3042.665771
	Iteration 29Q: 3 clusters Score -3252725 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3252995.750000 Penalty: 3042.665771
	Iteration 30Q: 3 clusters Score -3252996 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3253258.750000 Penalty: 3042.665771
	Iteration 31Q: 3 clusters Score -3253259 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3253496.250000 Penalty: 3042.665771
	Iteration 32Q: 3 clusters Score -3253496 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3253702.500000 Penalty: 3042.665771
	Iteration 33Q: 3 clusters Score -3253702 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3253896.250000 Penalty: 3042.665771
	Iteration 34Q: 3 clusters Score -3253896 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3254070.000000 Penalty: 3042.665771
	Iteration 35Q: 3 clusters Score -3254070 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3254195.500000 Penalty: 3042.665771
	Iteration 36Q: 3 clusters Score -3254196 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3254298.000000 Penalty: 3042.665771
	Iteration 37Q: 3 clusters Score -3254298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3254389.250000 Penalty: 3042.665771
	Iteration 38Q: 3 clusters Score -3254389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3254430.750000 Penalty: 3042.665771
	Iteration 39Q: 3 clusters Score -3254431 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3254495.500000 Penalty: 3042.665771
	Iteration 40F: 3 clusters Score -3254496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3254561.500000 Penalty: 3042.665771
	Iteration 41Q: 3 clusters Score -3254562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3254586.750000 Penalty: 3042.665771
	Iteration 42Q: 3 clusters Score -3254587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3254610.750000 Penalty: 3042.665771
	Iteration 43Q: 3 clusters Score -3254611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3254633.250000 Penalty: 3042.665771
	Iteration 44Q: 3 clusters Score -3254633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3254645.500000 Penalty: 3042.665771
	Iteration 45Q: 3 clusters Score -3254646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3254657.750000 Penalty: 3042.665771
	Iteration 46Q: 3 clusters Score -3254658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3254668.250000 Penalty: 3042.665771
	Iteration 47Q: 3 clusters Score -3254668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3254679.500000 Penalty: 3042.665771
	Iteration 48Q: 3 clusters Score -3254680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3254684.000000 Penalty: 3042.665771
	Iteration 49Q: 3 clusters Score -3254684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3254682.750000 Penalty: 3042.665771
	Iteration 50Q: 3 clusters Score -3254683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3254696.500000 Penalty: 3042.665771
	Iteration 51Q: 3 clusters Score -3254696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3254701.250000 Penalty: 3042.665771
	Iteration 52Q: 3 clusters Score -3254701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3254710.750000 Penalty: 3042.665771
	Iteration 53Q: 3 clusters Score -3254711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3254706.250000 Penalty: 3042.665771
	Iteration 54Q: 3 clusters Score -3254706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3254710.250000 Penalty: 3042.665771
	Iteration 55Q: 3 clusters Score -3254710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3254708.500000 Penalty: 3042.665771
	Iteration 56Q: 3 clusters Score -3254708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3254713.250000 Penalty: 3042.665771
	Iteration 57Q: 3 clusters Score -3254713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3254717.000000 Penalty: 3042.665771
	Iteration 58Q: 3 clusters Score -3254717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3254721.250000 Penalty: 3042.665771
	Iteration 59Q: 3 clusters Score -3254721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3254717.500000 Penalty: 3042.665771
	Iteration 60F: 3 clusters Score -3254718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3254717.750000 Penalty: 3042.665771
	Iteration 61Q: 3 clusters Score -3254718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3254715.750000 Penalty: 3042.665771
	Iteration 62Q: 3 clusters Score -3254716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3254715.750000 Penalty: 3042.665771
	Iteration 63Q: 3 clusters Score -3254716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3254719.250000 Penalty: 3042.665771
	Iteration 64Q: 3 clusters Score -3254719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3254716.750000 Penalty: 3042.665771
	Iteration 65Q: 3 clusters Score -3254717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3254717.000000 Penalty: 3042.665771
	Iteration 66Q: 3 clusters Score -3254717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3254714.500000 Penalty: 3042.665771
	Iteration 67Q: 3 clusters Score -3254714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3254712.750000 Penalty: 3042.665771
	Iteration 68Q: 3 clusters Score -3254713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3254714.750000 Penalty: 3042.665771
	Iteration 69Q: 3 clusters Score -3254715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3254714.250000 Penalty: 3042.665771
	Iteration 70Q: 3 clusters Score -3254714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3254714.250000 Penalty: 3042.665771
	Iteration 71F: 3 clusters Score -3254714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Entering Unmasked Estep 
Score: -5387752.000000 Penalty: 1597.640625
	Iteration 0F: 2 clusters Score -5387752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -5357778.000000 Penalty: 3195.281250
	Iteration 0F: 3 clusters Score -5357778 nChanged 21165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5369398.500000 Penalty: 3195.281250
	Iteration 1F: 3 clusters Score -5369398 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5369908.500000 Penalty: 3195.281250
	Iteration 2Q: 3 clusters Score -5369908 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5370438.500000 Penalty: 3195.281250
	Iteration 3Q: 3 clusters Score -5370438 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5370923.500000 Penalty: 3195.281250
	Iteration 4Q: 3 clusters Score -5370924 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -5371516.500000 Penalty: 3195.281250
	Iteration 5Q: 3 clusters Score -5371516 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5372271.500000 Penalty: 3195.281250
	Iteration 6Q: 3 clusters Score -5372272 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5373280.500000 Penalty: 3195.281250
	Iteration 7Q: 3 clusters Score -5373280 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5374706.000000 Penalty: 3195.281250
	Iteration 8F: 3 clusters Score -5374706 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -5376637.500000 Penalty: 3195.281250
	Iteration 9F: 3 clusters Score -5376638 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -5378738.000000 Penalty: 3195.281250
	Iteration 10F: 3 clusters Score -5378738 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -5380864.500000 Penalty: 3195.281250
	Iteration 11F: 3 clusters Score -5380864 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5382619.000000 Penalty: 3195.281250
	Iteration 12Q: 3 clusters Score -5382619 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -5383824.000000 Penalty: 3195.281250
	Iteration 13Q: 3 clusters Score -5383824 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5384623.500000 Penalty: 3195.281250
	Iteration 14Q: 3 clusters Score -5384624 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5385111.000000 Penalty: 3195.281250
	Iteration 15Q: 3 clusters Score -5385111 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5385430.500000 Penalty: 3195.281250
	Iteration 16Q: 3 clusters Score -5385430 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5385684.000000 Penalty: 3195.281250
	Iteration 17Q: 3 clusters Score -5385684 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5385931.000000 Penalty: 3195.281250
	Iteration 18Q: 3 clusters Score -5385931 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5386104.500000 Penalty: 3195.281250
	Iteration 19Q: 3 clusters Score -5386104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5386188.000000 Penalty: 3195.281250
	Iteration 20F: 3 clusters Score -5386188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5386271.000000 Penalty: 3195.281250
	Iteration 21Q: 3 clusters Score -5386271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5386325.000000 Penalty: 3195.281250
	Iteration 22Q: 3 clusters Score -5386325 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5386387.000000 Penalty: 3195.281250
	Iteration 23Q: 3 clusters Score -5386387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5386416.000000 Penalty: 3195.281250
	Iteration 24Q: 3 clusters Score -5386416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5386470.000000 Penalty: 3195.281250
	Iteration 25Q: 3 clusters Score -5386470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5386508.500000 Penalty: 3195.281250
	Iteration 26Q: 3 clusters Score -5386508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5386520.000000 Penalty: 3195.281250
	Iteration 27Q: 3 clusters Score -5386520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5386534.000000 Penalty: 3195.281250
	Iteration 28Q: 3 clusters Score -5386534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5386548.000000 Penalty: 3195.281250
	Iteration 29Q: 3 clusters Score -5386548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5386555.000000 Penalty: 3195.281250
	Iteration 30Q: 3 clusters Score -5386555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5386556.500000 Penalty: 3195.281250
	Iteration 31Q: 3 clusters Score -5386556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5386558.500000 Penalty: 3195.281250
	Iteration 32Q: 3 clusters Score -5386558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5386564.000000 Penalty: 3195.281250
	Iteration 33Q: 3 clusters Score -5386564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5386569.000000 Penalty: 3195.281250
	Iteration 34Q: 3 clusters Score -5386569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5386574.000000 Penalty: 3195.281250
	Iteration 35Q: 3 clusters Score -5386574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5386575.500000 Penalty: 3195.281250
	Iteration 36Q: 3 clusters Score -5386576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5386584.500000 Penalty: 3195.281250
	Iteration 37Q: 3 clusters Score -5386584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5386586.500000 Penalty: 3195.281250
	Iteration 38Q: 3 clusters Score -5386586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5386593.000000 Penalty: 3195.281250
	Iteration 39Q: 3 clusters Score -5386593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5386595.000000 Penalty: 3195.281250
	Iteration 40F: 3 clusters Score -5386595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5386594.500000 Penalty: 3195.281250
	Iteration 41Q: 3 clusters Score -5386594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5386595.500000 Penalty: 3195.281250
	Iteration 42Q: 3 clusters Score -5386596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5386594.500000 Penalty: 3195.281250
	Iteration 43Q: 3 clusters Score -5386594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5386597.000000 Penalty: 3195.281250
	Iteration 44Q: 3 clusters Score -5386597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5386604.500000 Penalty: 3195.281250
	Iteration 45Q: 3 clusters Score -5386604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5386601.000000 Penalty: 3195.281250
	Iteration 46Q: 3 clusters Score -5386601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5386609.000000 Penalty: 3195.281250
	Iteration 47Q: 3 clusters Score -5386609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5386610.500000 Penalty: 3195.281250
	Iteration 48Q: 3 clusters Score -5386610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5386616.000000 Penalty: 3195.281250
	Iteration 49Q: 3 clusters Score -5386616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5386610.000000 Penalty: 3195.281250
	Iteration 50Q: 3 clusters Score -5386610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5386617.500000 Penalty: 3195.281250
	Iteration 51Q: 3 clusters Score -5386618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5386616.000000 Penalty: 3195.281250
	Iteration 52Q: 3 clusters Score -5386616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5386616.000000 Penalty: 3195.281250
	Iteration 53F: 3 clusters Score -5386616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1319762.250000 Penalty: 1397.404785
	Iteration 0F: 2 clusters Score -1319762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1311791.875000 Penalty: 2794.809570
	Iteration 0F: 3 clusters Score -1311792 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1314394.125000 Penalty: 2794.809570
	Iteration 1F: 3 clusters Score -1314394 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1314757.250000 Penalty: 2794.809570
	Iteration 2F: 3 clusters Score -1314757 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1315061.000000 Penalty: 2794.809570
	Iteration 3F: 3 clusters Score -1315061 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1315337.750000 Penalty: 2794.809570
	Iteration 4Q: 3 clusters Score -1315338 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1315630.250000 Penalty: 2794.809570
	Iteration 5Q: 3 clusters Score -1315630 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1315895.000000 Penalty: 2794.809570
	Iteration 6Q: 3 clusters Score -1315895 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1316130.250000 Penalty: 2794.809570
	Iteration 7Q: 3 clusters Score -1316130 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1316329.000000 Penalty: 2794.809570
	Iteration 8Q: 3 clusters Score -1316329 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1316529.875000 Penalty: 2794.809570
	Iteration 9Q: 3 clusters Score -1316530 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1316751.000000 Penalty: 2794.809570
	Iteration 10Q: 3 clusters Score -1316751 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1316942.375000 Penalty: 2794.809570
	Iteration 11Q: 3 clusters Score -1316942 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1317108.500000 Penalty: 2794.809570
	Iteration 12Q: 3 clusters Score -1317108 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1317261.375000 Penalty: 2794.809570
	Iteration 13Q: 3 clusters Score -1317261 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1317366.250000 Penalty: 2794.809570
	Iteration 14Q: 3 clusters Score -1317366 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1317455.250000 Penalty: 2794.809570
	Iteration 15Q: 3 clusters Score -1317455 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1317534.375000 Penalty: 2794.809570
	Iteration 16Q: 3 clusters Score -1317534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1317595.500000 Penalty: 2794.809570
	Iteration 17Q: 3 clusters Score -1317596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1317643.125000 Penalty: 2794.809570
	Iteration 18Q: 3 clusters Score -1317643 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1317695.750000 Penalty: 2794.809570
	Iteration 19Q: 3 clusters Score -1317696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1317725.875000 Penalty: 2794.809570
	Iteration 20F: 3 clusters Score -1317726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1317759.500000 Penalty: 2794.809570
	Iteration 21Q: 3 clusters Score -1317760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1317775.375000 Penalty: 2794.809570
	Iteration 22Q: 3 clusters Score -1317775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1317798.250000 Penalty: 2794.809570
	Iteration 23Q: 3 clusters Score -1317798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1317813.500000 Penalty: 2794.809570
	Iteration 24Q: 3 clusters Score -1317814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1317825.125000 Penalty: 2794.809570
	Iteration 25Q: 3 clusters Score -1317825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1317835.875000 Penalty: 2794.809570
	Iteration 26Q: 3 clusters Score -1317836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1317841.500000 Penalty: 2794.809570
	Iteration 27Q: 3 clusters Score -1317842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1317844.875000 Penalty: 2794.809570
	Iteration 28Q: 3 clusters Score -1317845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1317853.375000 Penalty: 2794.809570
	Iteration 29Q: 3 clusters Score -1317853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1317859.625000 Penalty: 2794.809570
	Iteration 30Q: 3 clusters Score -1317860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1317865.750000 Penalty: 2794.809570
	Iteration 31Q: 3 clusters Score -1317866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1317868.375000 Penalty: 2794.809570
	Iteration 32Q: 3 clusters Score -1317868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1317871.875000 Penalty: 2794.809570
	Iteration 33Q: 3 clusters Score -1317872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1317872.750000 Penalty: 2794.809570
	Iteration 34Q: 3 clusters Score -1317873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1317877.625000 Penalty: 2794.809570
	Iteration 35Q: 3 clusters Score -1317878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1317875.625000 Penalty: 2794.809570
	Iteration 36Q: 3 clusters Score -1317876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1317881.000000 Penalty: 2794.809570
	Iteration 37Q: 3 clusters Score -1317881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1317881.500000 Penalty: 2794.809570
	Iteration 38Q: 3 clusters Score -1317882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1317880.750000 Penalty: 2794.809570
	Iteration 39Q: 3 clusters Score -1317881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1317881.375000 Penalty: 2794.809570
	Iteration 40F: 3 clusters Score -1317881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1317881.375000 Penalty: 2794.809570
	Iteration 41Q: 3 clusters Score -1317881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1317882.750000 Penalty: 2794.809570
	Iteration 42Q: 3 clusters Score -1317883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1317882.000000 Penalty: 2794.809570
	Iteration 43Q: 3 clusters Score -1317882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1317880.375000 Penalty: 2794.809570
	Iteration 44Q: 3 clusters Score -1317880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1317879.750000 Penalty: 2794.809570
	Iteration 45Q: 3 clusters Score -1317880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1317878.500000 Penalty: 2794.809570
	Iteration 46Q: 3 clusters Score -1317878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1317876.875000 Penalty: 2794.809570
	Iteration 47Q: 3 clusters Score -1317877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1317880.125000 Penalty: 2794.809570
	Iteration 48Q: 3 clusters Score -1317880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1317883.000000 Penalty: 2794.809570
	Iteration 49Q: 3 clusters Score -1317883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1317881.500000 Penalty: 2794.809570
	Iteration 50Q: 3 clusters Score -1317882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1317882.250000 Penalty: 2794.809570
	Iteration 51Q: 3 clusters Score -1317882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1317883.125000 Penalty: 2794.809570
	Iteration 52Q: 3 clusters Score -1317883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1317883.125000 Penalty: 2794.809570
	Iteration 53F: 3 clusters Score -1317883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Entering Unmasked Estep 
Score: -2334507.000000 Penalty: 1478.419678
	Iteration 0F: 2 clusters Score -2334507 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 10434 members 
Entering Unmasked Estep 
Score: -2320994.250000 Penalty: 2956.839355
	Iteration 0F: 3 clusters Score -2320994 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2325879.500000 Penalty: 2956.839355
	Iteration 1F: 3 clusters Score -2325880 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2326269.000000 Penalty: 2956.839355
	Iteration 2F: 3 clusters Score -2326269 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2326581.750000 Penalty: 2956.839355
	Iteration 3Q: 3 clusters Score -2326582 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2326859.500000 Penalty: 2956.839355
	Iteration 4Q: 3 clusters Score -2326860 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2327190.500000 Penalty: 2956.839355
	Iteration 5Q: 3 clusters Score -2327190 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2327601.750000 Penalty: 2956.839355
	Iteration 6Q: 3 clusters Score -2327602 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2328160.000000 Penalty: 2956.839355
	Iteration 7Q: 3 clusters Score -2328160 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2328907.500000 Penalty: 2956.839355
	Iteration 8F: 3 clusters Score -2328908 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2329885.500000 Penalty: 2956.839355
	Iteration 9F: 3 clusters Score -2329886 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2330970.000000 Penalty: 2956.839355
	Iteration 10F: 3 clusters Score -2330970 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2331813.000000 Penalty: 2956.839355
	Iteration 11Q: 3 clusters Score -2331813 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2332415.000000 Penalty: 2956.839355
	Iteration 12Q: 3 clusters Score -2332415 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2332790.750000 Penalty: 2956.839355
	Iteration 13Q: 3 clusters Score -2332791 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2333010.000000 Penalty: 2956.839355
	Iteration 14Q: 3 clusters Score -2333010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2333132.750000 Penalty: 2956.839355
	Iteration 15Q: 3 clusters Score -2333133 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2333206.000000 Penalty: 2956.839355
	Iteration 16Q: 3 clusters Score -2333206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2333269.250000 Penalty: 2956.839355
	Iteration 17Q: 3 clusters Score -2333269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2333307.000000 Penalty: 2956.839355
	Iteration 18Q: 3 clusters Score -2333307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2333338.750000 Penalty: 2956.839355
	Iteration 19Q: 3 clusters Score -2333339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2333352.000000 Penalty: 2956.839355
	Iteration 20F: 3 clusters Score -2333352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2333369.250000 Penalty: 2956.839355
	Iteration 21Q: 3 clusters Score -2333369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2333391.750000 Penalty: 2956.839355
	Iteration 22Q: 3 clusters Score -2333392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2333403.000000 Penalty: 2956.839355
	Iteration 23Q: 3 clusters Score -2333403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2333409.000000 Penalty: 2956.839355
	Iteration 24Q: 3 clusters Score -2333409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2333422.250000 Penalty: 2956.839355
	Iteration 25Q: 3 clusters Score -2333422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2333428.000000 Penalty: 2956.839355
	Iteration 26Q: 3 clusters Score -2333428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2333429.000000 Penalty: 2956.839355
	Iteration 27Q: 3 clusters Score -2333429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2333427.750000 Penalty: 2956.839355
	Iteration 28Q: 3 clusters Score -2333428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2333429.250000 Penalty: 2956.839355
	Iteration 29Q: 3 clusters Score -2333429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2333430.250000 Penalty: 2956.839355
	Iteration 30Q: 3 clusters Score -2333430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2333431.500000 Penalty: 2956.839355
	Iteration 31Q: 3 clusters Score -2333432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2333431.500000 Penalty: 2956.839355
	Iteration 32F: 3 clusters Score -2333432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Entering Unmasked Estep 
Score: -3757408.000000 Penalty: 1544.276001
	Iteration 0F: 2 clusters Score -3757408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3736391.500000 Penalty: 3088.552002
	Iteration 0F: 3 clusters Score -3736392 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3744300.750000 Penalty: 3088.552002
	Iteration 1F: 3 clusters Score -3744301 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3744762.750000 Penalty: 3088.552002
	Iteration 2Q: 3 clusters Score -3744763 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3745183.500000 Penalty: 3088.552002
	Iteration 3Q: 3 clusters Score -3745184 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3745603.000000 Penalty: 3088.552002
	Iteration 4Q: 3 clusters Score -3745603 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3746037.500000 Penalty: 3088.552002
	Iteration 5Q: 3 clusters Score -3746038 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3746638.250000 Penalty: 3088.552002
	Iteration 6Q: 3 clusters Score -3746638 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3747324.500000 Penalty: 3088.552002
	Iteration 7Q: 3 clusters Score -3747324 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3748226.750000 Penalty: 3088.552002
	Iteration 8F: 3 clusters Score -3748227 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3749328.750000 Penalty: 3088.552002
	Iteration 9F: 3 clusters Score -3749329 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3750700.250000 Penalty: 3088.552002
	Iteration 10F: 3 clusters Score -3750700 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3752035.500000 Penalty: 3088.552002
	Iteration 11F: 3 clusters Score -3752036 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3753188.500000 Penalty: 3088.552002
	Iteration 12Q: 3 clusters Score -3753188 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3753979.000000 Penalty: 3088.552002
	Iteration 13Q: 3 clusters Score -3753979 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3754471.250000 Penalty: 3088.552002
	Iteration 14Q: 3 clusters Score -3754471 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3754704.500000 Penalty: 3088.552002
	Iteration 15Q: 3 clusters Score -3754704 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3754833.000000 Penalty: 3088.552002
	Iteration 16Q: 3 clusters Score -3754833 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3754918.750000 Penalty: 3088.552002
	Iteration 17Q: 3 clusters Score -3754919 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3754976.500000 Penalty: 3088.552002
	Iteration 18Q: 3 clusters Score -3754976 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3755016.250000 Penalty: 3088.552002
	Iteration 19Q: 3 clusters Score -3755016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3755062.250000 Penalty: 3088.552002
	Iteration 20F: 3 clusters Score -3755062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3755097.750000 Penalty: 3088.552002
	Iteration 21Q: 3 clusters Score -3755098 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3755138.750000 Penalty: 3088.552002
	Iteration 22Q: 3 clusters Score -3755139 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3755154.250000 Penalty: 3088.552002
	Iteration 23Q: 3 clusters Score -3755154 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3755190.000000 Penalty: 3088.552002
	Iteration 24Q: 3 clusters Score -3755190 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3755222.750000 Penalty: 3088.552002
	Iteration 25Q: 3 clusters Score -3755223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3755255.000000 Penalty: 3088.552002
	Iteration 26Q: 3 clusters Score -3755255 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3755279.750000 Penalty: 3088.552002
	Iteration 27Q: 3 clusters Score -3755280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3755297.500000 Penalty: 3088.552002
	Iteration 28Q: 3 clusters Score -3755298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3755319.000000 Penalty: 3088.552002
	Iteration 29Q: 3 clusters Score -3755319 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3755343.500000 Penalty: 3088.552002
	Iteration 30Q: 3 clusters Score -3755344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3755376.750000 Penalty: 3088.552002
	Iteration 31Q: 3 clusters Score -3755377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3755386.500000 Penalty: 3088.552002
	Iteration 32Q: 3 clusters Score -3755386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3755414.250000 Penalty: 3088.552002
	Iteration 33Q: 3 clusters Score -3755414 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3755411.500000 Penalty: 3088.552002
	Iteration 34Q: 3 clusters Score -3755412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3755430.250000 Penalty: 3088.552002
	Iteration 35Q: 3 clusters Score -3755430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3755449.750000 Penalty: 3088.552002
	Iteration 36Q: 3 clusters Score -3755450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3755468.000000 Penalty: 3088.552002
	Iteration 37Q: 3 clusters Score -3755468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3755489.500000 Penalty: 3088.552002
	Iteration 38Q: 3 clusters Score -3755490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3755499.500000 Penalty: 3088.552002
	Iteration 39Q: 3 clusters Score -3755500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3755507.000000 Penalty: 3088.552002
	Iteration 40F: 3 clusters Score -3755507 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3755523.500000 Penalty: 3088.552002
	Iteration 41Q: 3 clusters Score -3755524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3755535.750000 Penalty: 3088.552002
	Iteration 42Q: 3 clusters Score -3755536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3755548.500000 Penalty: 3088.552002
	Iteration 43Q: 3 clusters Score -3755548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3755548.250000 Penalty: 3088.552002
	Iteration 44Q: 3 clusters Score -3755548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3755568.000000 Penalty: 3088.552002
	Iteration 45Q: 3 clusters Score -3755568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3755586.500000 Penalty: 3088.552002
	Iteration 46Q: 3 clusters Score -3755586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3755588.750000 Penalty: 3088.552002
	Iteration 47Q: 3 clusters Score -3755589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3755581.250000 Penalty: 3088.552002
	Iteration 48Q: 3 clusters Score -3755581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3755591.500000 Penalty: 3088.552002
	Iteration 49Q: 3 clusters Score -3755592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3755595.000000 Penalty: 3088.552002
	Iteration 50Q: 3 clusters Score -3755595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3755604.500000 Penalty: 3088.552002
	Iteration 51Q: 3 clusters Score -3755604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3755597.000000 Penalty: 3088.552002
	Iteration 52Q: 3 clusters Score -3755597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3755622.250000 Penalty: 3088.552002
	Iteration 53Q: 3 clusters Score -3755622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3755628.250000 Penalty: 3088.552002
	Iteration 54Q: 3 clusters Score -3755628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3755622.000000 Penalty: 3088.552002
	Iteration 55Q: 3 clusters Score -3755622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3755624.250000 Penalty: 3088.552002
	Iteration 56Q: 3 clusters Score -3755624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3755620.500000 Penalty: 3088.552002
	Iteration 57Q: 3 clusters Score -3755620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3755625.750000 Penalty: 3088.552002
	Iteration 58Q: 3 clusters Score -3755626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3755619.500000 Penalty: 3088.552002
	Iteration 59Q: 3 clusters Score -3755620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3755622.000000 Penalty: 3088.552002
	Iteration 60F: 3 clusters Score -3755622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3755618.250000 Penalty: 3088.552002
	Iteration 61Q: 3 clusters Score -3755618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3755616.000000 Penalty: 3088.552002
	Iteration 62Q: 3 clusters Score -3755616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3755618.750000 Penalty: 3088.552002
	Iteration 63Q: 3 clusters Score -3755619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3755614.500000 Penalty: 3088.552002
	Iteration 64Q: 3 clusters Score -3755614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3755623.000000 Penalty: 3088.552002
	Iteration 65Q: 3 clusters Score -3755623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3755623.250000 Penalty: 3088.552002
	Iteration 66Q: 3 clusters Score -3755623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3755625.000000 Penalty: 3088.552002
	Iteration 67Q: 3 clusters Score -3755625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3755616.250000 Penalty: 3088.552002
	Iteration 68Q: 3 clusters Score -3755616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3755619.250000 Penalty: 3088.552002
	Iteration 69Q: 3 clusters Score -3755619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3755616.500000 Penalty: 3088.552002
	Iteration 70Q: 3 clusters Score -3755616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3755622.750000 Penalty: 3088.552002
	Iteration 71Q: 3 clusters Score -3755623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3755634.750000 Penalty: 3088.552002
	Iteration 72Q: 3 clusters Score -3755635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3755641.000000 Penalty: 3088.552002
	Iteration 73Q: 3 clusters Score -3755641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3755642.500000 Penalty: 3088.552002
	Iteration 74Q: 3 clusters Score -3755642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3755651.500000 Penalty: 3088.552002
	Iteration 75Q: 3 clusters Score -3755652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3755653.000000 Penalty: 3088.552002
	Iteration 76Q: 3 clusters Score -3755653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3755652.000000 Penalty: 3088.552002
	Iteration 77Q: 3 clusters Score -3755652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3755656.250000 Penalty: 3088.552002
	Iteration 78Q: 3 clusters Score -3755656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3755656.500000 Penalty: 3088.552002
	Iteration 79Q: 3 clusters Score -3755656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3755662.500000 Penalty: 3088.552002
	Iteration 80F: 3 clusters Score -3755662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3755670.750000 Penalty: 3088.552002
	Iteration 81Q: 3 clusters Score -3755671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3755670.500000 Penalty: 3088.552002
	Iteration 82Q: 3 clusters Score -3755670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3755665.000000 Penalty: 3088.552002
	Iteration 83Q: 3 clusters Score -3755665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3755667.000000 Penalty: 3088.552002
	Iteration 84Q: 3 clusters Score -3755667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3755658.750000 Penalty: 3088.552002
	Iteration 85Q: 3 clusters Score -3755659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3755669.750000 Penalty: 3088.552002
	Iteration 86Q: 3 clusters Score -3755670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3755666.750000 Penalty: 3088.552002
	Iteration 87Q: 3 clusters Score -3755667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3755669.750000 Penalty: 3088.552002
	Iteration 88Q: 3 clusters Score -3755670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3755661.500000 Penalty: 3088.552002
	Iteration 89Q: 3 clusters Score -3755662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3755656.500000 Penalty: 3088.552002
	Iteration 90Q: 3 clusters Score -3755656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3755661.000000 Penalty: 3088.552002
	Iteration 91Q: 3 clusters Score -3755661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3755670.250000 Penalty: 3088.552002
	Iteration 92Q: 3 clusters Score -3755670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3755675.750000 Penalty: 3088.552002
	Iteration 93Q: 3 clusters Score -3755676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3755681.750000 Penalty: 3088.552002
	Iteration 94Q: 3 clusters Score -3755682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3755679.500000 Penalty: 3088.552002
	Iteration 95Q: 3 clusters Score -3755680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3755685.250000 Penalty: 3088.552002
	Iteration 96Q: 3 clusters Score -3755685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3755685.750000 Penalty: 3088.552002
	Iteration 97Q: 3 clusters Score -3755686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3755688.250000 Penalty: 3088.552002
	Iteration 98Q: 3 clusters Score -3755688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3755682.250000 Penalty: 3088.552002
	Iteration 99Q: 3 clusters Score -3755682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3755681.250000 Penalty: 3088.552002
	Iteration 100F: 3 clusters Score -3755681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3755676.000000 Penalty: 3088.552002
	Iteration 101Q: 3 clusters Score -3755676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3755678.500000 Penalty: 3088.552002
	Iteration 102Q: 3 clusters Score -3755678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3755679.750000 Penalty: 3088.552002
	Iteration 103Q: 3 clusters Score -3755680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3755685.250000 Penalty: 3088.552002
	Iteration 104Q: 3 clusters Score -3755685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3755682.750000 Penalty: 3088.552002
	Iteration 105Q: 3 clusters Score -3755683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3755685.250000 Penalty: 3088.552002
	Iteration 106Q: 3 clusters Score -3755685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3755686.250000 Penalty: 3088.552002
	Iteration 107Q: 3 clusters Score -3755686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3755685.000000 Penalty: 3088.552002
	Iteration 108Q: 3 clusters Score -3755685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3755691.750000 Penalty: 3088.552002
	Iteration 109Q: 3 clusters Score -3755692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3755690.500000 Penalty: 3088.552002
	Iteration 110Q: 3 clusters Score -3755690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3755690.250000 Penalty: 3088.552002
	Iteration 111Q: 3 clusters Score -3755690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3755691.750000 Penalty: 3088.552002
	Iteration 112Q: 3 clusters Score -3755692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3755691.750000 Penalty: 3088.552002
	Iteration 113Q: 3 clusters Score -3755692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3755690.750000 Penalty: 3088.552002
	Iteration 114Q: 3 clusters Score -3755691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3755689.750000 Penalty: 3088.552002
	Iteration 115Q: 3 clusters Score -3755690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3755689.750000 Penalty: 3088.552002
	Iteration 116F: 3 clusters Score -3755690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Entering Unmasked Estep 
Score: -1607519.875000 Penalty: 1424.478271
	Iteration 0F: 2 clusters Score -1607520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1597992.875000 Penalty: 2848.956543
	Iteration 0F: 3 clusters Score -1597993 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1601349.250000 Penalty: 2848.956543
	Iteration 1F: 3 clusters Score -1601349 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1601695.750000 Penalty: 2848.956543
	Iteration 2F: 3 clusters Score -1601696 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1601964.000000 Penalty: 2848.956543
	Iteration 3Q: 3 clusters Score -1601964 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1602181.250000 Penalty: 2848.956543
	Iteration 4Q: 3 clusters Score -1602181 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1602375.375000 Penalty: 2848.956543
	Iteration 5Q: 3 clusters Score -1602375 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1602591.750000 Penalty: 2848.956543
	Iteration 6Q: 3 clusters Score -1602592 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1602803.750000 Penalty: 2848.956543
	Iteration 7Q: 3 clusters Score -1602804 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1603041.125000 Penalty: 2848.956543
	Iteration 8Q: 3 clusters Score -1603041 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1603353.250000 Penalty: 2848.956543
	Iteration 9Q: 3 clusters Score -1603353 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1603715.250000 Penalty: 2848.956543
	Iteration 10Q: 3 clusters Score -1603715 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1604165.875000 Penalty: 2848.956543
	Iteration 11Q: 3 clusters Score -1604166 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1604641.875000 Penalty: 2848.956543
	Iteration 12Q: 3 clusters Score -1604642 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1604985.875000 Penalty: 2848.956543
	Iteration 13Q: 3 clusters Score -1604986 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1605259.125000 Penalty: 2848.956543
	Iteration 14Q: 3 clusters Score -1605259 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1605487.250000 Penalty: 2848.956543
	Iteration 15Q: 3 clusters Score -1605487 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1605689.000000 Penalty: 2848.956543
	Iteration 16Q: 3 clusters Score -1605689 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1605883.000000 Penalty: 2848.956543
	Iteration 17Q: 3 clusters Score -1605883 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1606071.625000 Penalty: 2848.956543
	Iteration 18Q: 3 clusters Score -1606072 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1606209.375000 Penalty: 2848.956543
	Iteration 19Q: 3 clusters Score -1606209 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1606317.875000 Penalty: 2848.956543
	Iteration 20F: 3 clusters Score -1606318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1606419.625000 Penalty: 2848.956543
	Iteration 21Q: 3 clusters Score -1606420 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1606479.250000 Penalty: 2848.956543
	Iteration 22Q: 3 clusters Score -1606479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1606511.250000 Penalty: 2848.956543
	Iteration 23Q: 3 clusters Score -1606511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1606539.000000 Penalty: 2848.956543
	Iteration 24Q: 3 clusters Score -1606539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1606548.875000 Penalty: 2848.956543
	Iteration 25Q: 3 clusters Score -1606549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1606571.125000 Penalty: 2848.956543
	Iteration 26Q: 3 clusters Score -1606571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1606580.750000 Penalty: 2848.956543
	Iteration 27Q: 3 clusters Score -1606581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1606588.000000 Penalty: 2848.956543
	Iteration 28Q: 3 clusters Score -1606588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1606593.500000 Penalty: 2848.956543
	Iteration 29Q: 3 clusters Score -1606594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1606599.625000 Penalty: 2848.956543
	Iteration 30Q: 3 clusters Score -1606600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1606607.375000 Penalty: 2848.956543
	Iteration 31Q: 3 clusters Score -1606607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1606605.625000 Penalty: 2848.956543
	Iteration 32Q: 3 clusters Score -1606606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1606607.625000 Penalty: 2848.956543
	Iteration 33Q: 3 clusters Score -1606608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1606609.625000 Penalty: 2848.956543
	Iteration 34Q: 3 clusters Score -1606610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1606610.875000 Penalty: 2848.956543
	Iteration 35Q: 3 clusters Score -1606611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1606610.625000 Penalty: 2848.956543
	Iteration 36Q: 3 clusters Score -1606611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1606607.875000 Penalty: 2848.956543
	Iteration 37Q: 3 clusters Score -1606608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1606612.750000 Penalty: 2848.956543
	Iteration 38Q: 3 clusters Score -1606613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1606616.125000 Penalty: 2848.956543
	Iteration 39Q: 3 clusters Score -1606616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1606619.875000 Penalty: 2848.956543
	Iteration 40F: 3 clusters Score -1606620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1606620.250000 Penalty: 2848.956543
	Iteration 41Q: 3 clusters Score -1606620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1606618.375000 Penalty: 2848.956543
	Iteration 42Q: 3 clusters Score -1606618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1606619.500000 Penalty: 2848.956543
	Iteration 43Q: 3 clusters Score -1606620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1606627.875000 Penalty: 2848.956543
	Iteration 44Q: 3 clusters Score -1606628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1606626.875000 Penalty: 2848.956543
	Iteration 45Q: 3 clusters Score -1606627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1606629.625000 Penalty: 2848.956543
	Iteration 46Q: 3 clusters Score -1606630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1606630.625000 Penalty: 2848.956543
	Iteration 47Q: 3 clusters Score -1606631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1606631.750000 Penalty: 2848.956543
	Iteration 48Q: 3 clusters Score -1606632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1606629.125000 Penalty: 2848.956543
	Iteration 49Q: 3 clusters Score -1606629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1606631.750000 Penalty: 2848.956543
	Iteration 50Q: 3 clusters Score -1606632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1606634.625000 Penalty: 2848.956543
	Iteration 51Q: 3 clusters Score -1606635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1606633.750000 Penalty: 2848.956543
	Iteration 52Q: 3 clusters Score -1606634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1606641.625000 Penalty: 2848.956543
	Iteration 53Q: 3 clusters Score -1606642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1606641.875000 Penalty: 2848.956543
	Iteration 54Q: 3 clusters Score -1606642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1606646.625000 Penalty: 2848.956543
	Iteration 55Q: 3 clusters Score -1606647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1606649.875000 Penalty: 2848.956543
	Iteration 56Q: 3 clusters Score -1606650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1606651.375000 Penalty: 2848.956543
	Iteration 57Q: 3 clusters Score -1606651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1606651.000000 Penalty: 2848.956543
	Iteration 58Q: 3 clusters Score -1606651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1606653.250000 Penalty: 2848.956543
	Iteration 59Q: 3 clusters Score -1606653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1606657.125000 Penalty: 2848.956543
	Iteration 60F: 3 clusters Score -1606657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1606655.375000 Penalty: 2848.956543
	Iteration 61Q: 3 clusters Score -1606655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1606659.625000 Penalty: 2848.956543
	Iteration 62Q: 3 clusters Score -1606660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1606659.625000 Penalty: 2848.956543
	Iteration 63F: 3 clusters Score -1606660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -758954.937500 Penalty: 1312.608032
	Iteration 0F: 2 clusters Score -758954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -754181.375000 Penalty: 2625.216064
	Iteration 0F: 3 clusters Score -754181.4 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -755702.875000 Penalty: 2625.216064
	Iteration 1F: 3 clusters Score -755702.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -755978.000000 Penalty: 2625.216064
	Iteration 2F: 3 clusters Score -755978 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -756181.187500 Penalty: 2625.216064
	Iteration 3F: 3 clusters Score -756181.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -756362.250000 Penalty: 2625.216064
	Iteration 4Q: 3 clusters Score -756362.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -756581.687500 Penalty: 2625.216064
	Iteration 5Q: 3 clusters Score -756581.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -756803.250000 Penalty: 2625.216064
	Iteration 6Q: 3 clusters Score -756803.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -757029.875000 Penalty: 2625.216064
	Iteration 7Q: 3 clusters Score -757029.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -757224.375000 Penalty: 2625.216064
	Iteration 8Q: 3 clusters Score -757224.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -757396.250000 Penalty: 2625.216064
	Iteration 9Q: 3 clusters Score -757396.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -757535.375000 Penalty: 2625.216064
	Iteration 10Q: 3 clusters Score -757535.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -757682.250000 Penalty: 2625.216064
	Iteration 11Q: 3 clusters Score -757682.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -757821.312500 Penalty: 2625.216064
	Iteration 12Q: 3 clusters Score -757821.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -757951.437500 Penalty: 2625.216064
	Iteration 13Q: 3 clusters Score -757951.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -758089.937500 Penalty: 2625.216064
	Iteration 14Q: 3 clusters Score -758089.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -758228.500000 Penalty: 2625.216064
	Iteration 15Q: 3 clusters Score -758228.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -758313.000000 Penalty: 2625.216064
	Iteration 16Q: 3 clusters Score -758313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -758382.062500 Penalty: 2625.216064
	Iteration 17Q: 3 clusters Score -758382.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -758445.062500 Penalty: 2625.216064
	Iteration 18Q: 3 clusters Score -758445.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -758500.562500 Penalty: 2625.216064
	Iteration 19Q: 3 clusters Score -758500.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -758554.437500 Penalty: 2625.216064
	Iteration 20F: 3 clusters Score -758554.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -758608.937500 Penalty: 2625.216064
	Iteration 21Q: 3 clusters Score -758608.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -758677.125000 Penalty: 2625.216064
	Iteration 22Q: 3 clusters Score -758677.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -758742.250000 Penalty: 2625.216064
	Iteration 23Q: 3 clusters Score -758742.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -758771.000000 Penalty: 2625.216064
	Iteration 24Q: 3 clusters Score -758771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -758782.250000 Penalty: 2625.216064
	Iteration 25Q: 3 clusters Score -758782.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -758789.437500 Penalty: 2625.216064
	Iteration 26Q: 3 clusters Score -758789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -758793.625000 Penalty: 2625.216064
	Iteration 27Q: 3 clusters Score -758793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -758796.687500 Penalty: 2625.216064
	Iteration 28Q: 3 clusters Score -758796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -758799.062500 Penalty: 2625.216064
	Iteration 29Q: 3 clusters Score -758799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -758805.375000 Penalty: 2625.216064
	Iteration 30Q: 3 clusters Score -758805.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -758808.125000 Penalty: 2625.216064
	Iteration 31Q: 3 clusters Score -758808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -758810.500000 Penalty: 2625.216064
	Iteration 32Q: 3 clusters Score -758810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -758810.687500 Penalty: 2625.216064
	Iteration 33Q: 3 clusters Score -758810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -758810.687500 Penalty: 2625.216064
	Iteration 34F: 3 clusters Score -758810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Entering Unmasked Estep 
Score: -7722634.500000 Penalty: 1651.017090
	Iteration 0F: 2 clusters Score -7722634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -7679678.000000 Penalty: 3302.034180
	Iteration 0F: 3 clusters Score -7679678 nChanged 30768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -7697161.500000 Penalty: 3302.034180
	Iteration 1F: 3 clusters Score -7697162 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7697862.000000 Penalty: 3302.034180
	Iteration 2Q: 3 clusters Score -7697862 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7698595.000000 Penalty: 3302.034180
	Iteration 3Q: 3 clusters Score -7698595 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -7699460.500000 Penalty: 3302.034180
	Iteration 4Q: 3 clusters Score -7699460 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -7700679.000000 Penalty: 3302.034180
	Iteration 5Q: 3 clusters Score -7700679 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -7702794.000000 Penalty: 3302.034180
	Iteration 6F: 3 clusters Score -7702794 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -7705928.500000 Penalty: 3302.034180
	Iteration 7F: 3 clusters Score -7705928 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -7710013.000000 Penalty: 3302.034180
	Iteration 8F: 3 clusters Score -7710013 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -7714385.500000 Penalty: 3302.034180
	Iteration 9F: 3 clusters Score -7714386 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7717729.500000 Penalty: 3302.034180
	Iteration 10F: 3 clusters Score -7717730 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7719613.000000 Penalty: 3302.034180
	Iteration 11Q: 3 clusters Score -7719613 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7720646.500000 Penalty: 3302.034180
	Iteration 12Q: 3 clusters Score -7720646 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7721058.500000 Penalty: 3302.034180
	Iteration 13Q: 3 clusters Score -7721058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7721259.000000 Penalty: 3302.034180
	Iteration 14Q: 3 clusters Score -7721259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7721380.000000 Penalty: 3302.034180
	Iteration 15Q: 3 clusters Score -7721380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7721446.000000 Penalty: 3302.034180
	Iteration 16Q: 3 clusters Score -7721446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7721487.500000 Penalty: 3302.034180
	Iteration 17Q: 3 clusters Score -7721488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7721534.000000 Penalty: 3302.034180
	Iteration 18Q: 3 clusters Score -7721534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7721575.500000 Penalty: 3302.034180
	Iteration 19Q: 3 clusters Score -7721576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7721588.500000 Penalty: 3302.034180
	Iteration 20F: 3 clusters Score -7721588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7721609.500000 Penalty: 3302.034180
	Iteration 21Q: 3 clusters Score -7721610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7721625.500000 Penalty: 3302.034180
	Iteration 22Q: 3 clusters Score -7721626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7721638.500000 Penalty: 3302.034180
	Iteration 23Q: 3 clusters Score -7721638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7721644.000000 Penalty: 3302.034180
	Iteration 24Q: 3 clusters Score -7721644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7721663.500000 Penalty: 3302.034180
	Iteration 25Q: 3 clusters Score -7721664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7721669.000000 Penalty: 3302.034180
	Iteration 26Q: 3 clusters Score -7721669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7721675.000000 Penalty: 3302.034180
	Iteration 27Q: 3 clusters Score -7721675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7721676.000000 Penalty: 3302.034180
	Iteration 28Q: 3 clusters Score -7721676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7721688.500000 Penalty: 3302.034180
	Iteration 29Q: 3 clusters Score -7721688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7721706.000000 Penalty: 3302.034180
	Iteration 30Q: 3 clusters Score -7721706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7721708.500000 Penalty: 3302.034180
	Iteration 31Q: 3 clusters Score -7721708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7721706.000000 Penalty: 3302.034180
	Iteration 32Q: 3 clusters Score -7721706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7721710.500000 Penalty: 3302.034180
	Iteration 33Q: 3 clusters Score -7721710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7721718.500000 Penalty: 3302.034180
	Iteration 34Q: 3 clusters Score -7721718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7721723.000000 Penalty: 3302.034180
	Iteration 35Q: 3 clusters Score -7721723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7721722.500000 Penalty: 3302.034180
	Iteration 36Q: 3 clusters Score -7721722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7721718.000000 Penalty: 3302.034180
	Iteration 37Q: 3 clusters Score -7721718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7721730.000000 Penalty: 3302.034180
	Iteration 38Q: 3 clusters Score -7721730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7721731.000000 Penalty: 3302.034180
	Iteration 39Q: 3 clusters Score -7721731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7721731.000000 Penalty: 3302.034180
	Iteration 40F: 3 clusters Score -7721731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7721735.500000 Penalty: 3302.034180
	Iteration 41Q: 3 clusters Score -7721736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7721734.000000 Penalty: 3302.034180
	Iteration 42Q: 3 clusters Score -7721734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7721734.000000 Penalty: 3302.034180
	Iteration 43F: 3 clusters Score -7721734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Entering Unmasked Estep 
Score: -7815235.000000 Penalty: 1657.199951
	Iteration 0F: 2 clusters Score -7815235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -7770502.000000 Penalty: 3314.399902
	Iteration 0F: 3 clusters Score -7770502 nChanged 32175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -7789020.000000 Penalty: 3314.399902
	Iteration 1F: 3 clusters Score -7789020 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -7790033.500000 Penalty: 3314.399902
	Iteration 2Q: 3 clusters Score -7790034 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7791433.000000 Penalty: 3314.399902
	Iteration 3Q: 3 clusters Score -7791433 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -7793602.500000 Penalty: 3314.399902
	Iteration 4F: 3 clusters Score -7793602 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -7796976.000000 Penalty: 3314.399902
	Iteration 5F: 3 clusters Score -7796976 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -7801722.500000 Penalty: 3314.399902
	Iteration 6F: 3 clusters Score -7801722 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -7806597.000000 Penalty: 3314.399902
	Iteration 7F: 3 clusters Score -7806597 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -7810468.000000 Penalty: 3314.399902
	Iteration 8F: 3 clusters Score -7810468 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7812847.500000 Penalty: 3314.399902
	Iteration 9Q: 3 clusters Score -7812848 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -7814045.000000 Penalty: 3314.399902
	Iteration 10Q: 3 clusters Score -7814045 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -7814537.000000 Penalty: 3314.399902
	Iteration 11Q: 3 clusters Score -7814537 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -7814724.500000 Penalty: 3314.399902
	Iteration 12Q: 3 clusters Score -7814724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -7814860.500000 Penalty: 3314.399902
	Iteration 13Q: 3 clusters Score -7814860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -7814934.000000 Penalty: 3314.399902
	Iteration 14Q: 3 clusters Score -7814934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -7814995.000000 Penalty: 3314.399902
	Iteration 15Q: 3 clusters Score -7814995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -7815044.500000 Penalty: 3314.399902
	Iteration 16Q: 3 clusters Score -7815044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -7815057.000000 Penalty: 3314.399902
	Iteration 17Q: 3 clusters Score -7815057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -7815081.000000 Penalty: 3314.399902
	Iteration 18Q: 3 clusters Score -7815081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -7815088.000000 Penalty: 3314.399902
	Iteration 19Q: 3 clusters Score -7815088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -7815099.000000 Penalty: 3314.399902
	Iteration 20F: 3 clusters Score -7815099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -7815100.000000 Penalty: 3314.399902
	Iteration 21Q: 3 clusters Score -7815100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -7815106.500000 Penalty: 3314.399902
	Iteration 22Q: 3 clusters Score -7815106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -7815120.000000 Penalty: 3314.399902
	Iteration 23Q: 3 clusters Score -7815120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7815115.500000 Penalty: 3314.399902
	Iteration 24Q: 3 clusters Score -7815116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7815118.000000 Penalty: 3314.399902
	Iteration 25Q: 3 clusters Score -7815118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -7815130.000000 Penalty: 3314.399902
	Iteration 26Q: 3 clusters Score -7815130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -7815139.000000 Penalty: 3314.399902
	Iteration 27Q: 3 clusters Score -7815139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -7815144.500000 Penalty: 3314.399902
	Iteration 28Q: 3 clusters Score -7815144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -7815142.500000 Penalty: 3314.399902
	Iteration 29Q: 3 clusters Score -7815142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -7815144.500000 Penalty: 3314.399902
	Iteration 30Q: 3 clusters Score -7815144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -7815140.000000 Penalty: 3314.399902
	Iteration 31Q: 3 clusters Score -7815140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -7815145.000000 Penalty: 3314.399902
	Iteration 32Q: 3 clusters Score -7815145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -7815149.500000 Penalty: 3314.399902
	Iteration 33Q: 3 clusters Score -7815150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -7815156.000000 Penalty: 3314.399902
	Iteration 34Q: 3 clusters Score -7815156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -7815148.500000 Penalty: 3314.399902
	Iteration 35Q: 3 clusters Score -7815148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -7815151.500000 Penalty: 3314.399902
	Iteration 36Q: 3 clusters Score -7815152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -7815145.000000 Penalty: 3314.399902
	Iteration 37Q: 3 clusters Score -7815145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -7815141.000000 Penalty: 3314.399902
	Iteration 38Q: 3 clusters Score -7815141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -7815143.500000 Penalty: 3314.399902
	Iteration 39Q: 3 clusters Score -7815144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -7815142.000000 Penalty: 3314.399902
	Iteration 40F: 3 clusters Score -7815142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -7815146.000000 Penalty: 3314.399902
	Iteration 41Q: 3 clusters Score -7815146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -7815149.000000 Penalty: 3314.399902
	Iteration 42Q: 3 clusters Score -7815149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -7815149.000000 Penalty: 3314.399902
	Iteration 43F: 3 clusters Score -7815149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -398308.218750 Penalty: 1217.231812
	Iteration 0F: 2 clusters Score -398308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -395469.781250 Penalty: 2434.463623
	Iteration 0F: 3 clusters Score -395469.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -396232.937500 Penalty: 2434.463623
	Iteration 1F: 3 clusters Score -396232.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -396413.218750 Penalty: 2434.463623
	Iteration 2F: 3 clusters Score -396413.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -396522.562500 Penalty: 2434.463623
	Iteration 3Q: 3 clusters Score -396522.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -396593.843750 Penalty: 2434.463623
	Iteration 4Q: 3 clusters Score -396593.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -396642.718750 Penalty: 2434.463623
	Iteration 5Q: 3 clusters Score -396642.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -396683.656250 Penalty: 2434.463623
	Iteration 6Q: 3 clusters Score -396683.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -396711.812500 Penalty: 2434.463623
	Iteration 7Q: 3 clusters Score -396711.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -396731.500000 Penalty: 2434.463623
	Iteration 8Q: 3 clusters Score -396731.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -396745.500000 Penalty: 2434.463623
	Iteration 9Q: 3 clusters Score -396745.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -396752.375000 Penalty: 2434.463623
	Iteration 10Q: 3 clusters Score -396752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396758.125000 Penalty: 2434.463623
	Iteration 11Q: 3 clusters Score -396758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -396761.718750 Penalty: 2434.463623
	Iteration 12Q: 3 clusters Score -396761.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -396768.062500 Penalty: 2434.463623
	Iteration 13Q: 3 clusters Score -396768.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -396775.843750 Penalty: 2434.463623
	Iteration 14Q: 3 clusters Score -396775.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -396783.187500 Penalty: 2434.463623
	Iteration 15Q: 3 clusters Score -396783.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -396790.593750 Penalty: 2434.463623
	Iteration 16Q: 3 clusters Score -396790.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -396799.093750 Penalty: 2434.463623
	Iteration 17Q: 3 clusters Score -396799.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -396807.000000 Penalty: 2434.463623
	Iteration 18Q: 3 clusters Score -396807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -396811.343750 Penalty: 2434.463623
	Iteration 19Q: 3 clusters Score -396811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -396814.906250 Penalty: 2434.463623
	Iteration 20F: 3 clusters Score -396814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -396819.750000 Penalty: 2434.463623
	Iteration 21Q: 3 clusters Score -396819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -396823.031250 Penalty: 2434.463623
	Iteration 22Q: 3 clusters Score -396823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -396825.250000 Penalty: 2434.463623
	Iteration 23Q: 3 clusters Score -396825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -396829.562500 Penalty: 2434.463623
	Iteration 24Q: 3 clusters Score -396829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -396832.000000 Penalty: 2434.463623
	Iteration 25Q: 3 clusters Score -396832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -396835.812500 Penalty: 2434.463623
	Iteration 26Q: 3 clusters Score -396835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -396839.218750 Penalty: 2434.463623
	Iteration 27Q: 3 clusters Score -396839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -396840.031250 Penalty: 2434.463623
	Iteration 28Q: 3 clusters Score -396840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -396840.250000 Penalty: 2434.463623
	Iteration 29Q: 3 clusters Score -396840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396842.750000 Penalty: 2434.463623
	Iteration 30Q: 3 clusters Score -396842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -396845.593750 Penalty: 2434.463623
	Iteration 31Q: 3 clusters Score -396845.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -396848.093750 Penalty: 2434.463623
	Iteration 32Q: 3 clusters Score -396848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396849.375000 Penalty: 2434.463623
	Iteration 33Q: 3 clusters Score -396849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -396851.500000 Penalty: 2434.463623
	Iteration 34Q: 3 clusters Score -396851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396854.656250 Penalty: 2434.463623
	Iteration 35Q: 3 clusters Score -396854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396860.343750 Penalty: 2434.463623
	Iteration 36Q: 3 clusters Score -396860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396863.781250 Penalty: 2434.463623
	Iteration 37Q: 3 clusters Score -396863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -396867.218750 Penalty: 2434.463623
	Iteration 38Q: 3 clusters Score -396867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -396871.187500 Penalty: 2434.463623
	Iteration 39Q: 3 clusters Score -396871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -396874.250000 Penalty: 2434.463623
	Iteration 40F: 3 clusters Score -396874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -396877.125000 Penalty: 2434.463623
	Iteration 41Q: 3 clusters Score -396877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -396884.875000 Penalty: 2434.463623
	Iteration 42Q: 3 clusters Score -396884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -396890.218750 Penalty: 2434.463623
	Iteration 43Q: 3 clusters Score -396890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -396895.656250 Penalty: 2434.463623
	Iteration 44Q: 3 clusters Score -396895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -396896.250000 Penalty: 2434.463623
	Iteration 45Q: 3 clusters Score -396896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -396897.562500 Penalty: 2434.463623
	Iteration 46Q: 3 clusters Score -396897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -396900.468750 Penalty: 2434.463623
	Iteration 47Q: 3 clusters Score -396900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -396903.500000 Penalty: 2434.463623
	Iteration 48Q: 3 clusters Score -396903.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -396906.781250 Penalty: 2434.463623
	Iteration 49Q: 3 clusters Score -396906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -396907.718750 Penalty: 2434.463623
	Iteration 50Q: 3 clusters Score -396907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -396908.125000 Penalty: 2434.463623
	Iteration 51Q: 3 clusters Score -396908.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -396908.125000 Penalty: 2434.463623
	Iteration 52F: 3 clusters Score -396908.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -19015.306641 Penalty: 778.388977
	Iteration 0F: 2 clusters Score -19015.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18483.843750 Penalty: 1556.777954
	Iteration 0F: 3 clusters Score -18483.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18518.072266 Penalty: 1556.777954
	Iteration 1Q: 3 clusters Score -18518.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18518.072266 Penalty: 1556.777954
	Iteration 2F: 3 clusters Score -18518.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -680845.812500 Penalty: 1299.054565
	Iteration 0F: 2 clusters Score -680845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -676538.250000 Penalty: 2598.109131
	Iteration 0F: 3 clusters Score -676538.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -677872.625000 Penalty: 2598.109131
	Iteration 1F: 3 clusters Score -677872.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -678088.187500 Penalty: 2598.109131
	Iteration 2F: 3 clusters Score -678088.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -678231.750000 Penalty: 2598.109131
	Iteration 3Q: 3 clusters Score -678231.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -678337.750000 Penalty: 2598.109131
	Iteration 4Q: 3 clusters Score -678337.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -678439.250000 Penalty: 2598.109131
	Iteration 5Q: 3 clusters Score -678439.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -678524.125000 Penalty: 2598.109131
	Iteration 6Q: 3 clusters Score -678524.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -678591.875000 Penalty: 2598.109131
	Iteration 7Q: 3 clusters Score -678591.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -678664.000000 Penalty: 2598.109131
	Iteration 8Q: 3 clusters Score -678664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -678726.937500 Penalty: 2598.109131
	Iteration 9Q: 3 clusters Score -678726.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -678789.312500 Penalty: 2598.109131
	Iteration 10Q: 3 clusters Score -678789.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -678852.812500 Penalty: 2598.109131
	Iteration 11Q: 3 clusters Score -678852.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -678905.250000 Penalty: 2598.109131
	Iteration 12Q: 3 clusters Score -678905.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -678957.312500 Penalty: 2598.109131
	Iteration 13Q: 3 clusters Score -678957.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -679000.312500 Penalty: 2598.109131
	Iteration 14Q: 3 clusters Score -679000.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -679045.875000 Penalty: 2598.109131
	Iteration 15Q: 3 clusters Score -679045.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -679100.750000 Penalty: 2598.109131
	Iteration 16Q: 3 clusters Score -679100.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -679167.125000 Penalty: 2598.109131
	Iteration 17Q: 3 clusters Score -679167.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -679226.187500 Penalty: 2598.109131
	Iteration 18Q: 3 clusters Score -679226.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -679283.875000 Penalty: 2598.109131
	Iteration 19Q: 3 clusters Score -679283.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -679327.875000 Penalty: 2598.109131
	Iteration 20F: 3 clusters Score -679327.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -679367.625000 Penalty: 2598.109131
	Iteration 21Q: 3 clusters Score -679367.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -679395.437500 Penalty: 2598.109131
	Iteration 22Q: 3 clusters Score -679395.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -679425.312500 Penalty: 2598.109131
	Iteration 23Q: 3 clusters Score -679425.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -679450.250000 Penalty: 2598.109131
	Iteration 24Q: 3 clusters Score -679450.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -679479.000000 Penalty: 2598.109131
	Iteration 25Q: 3 clusters Score -679479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -679506.812500 Penalty: 2598.109131
	Iteration 26Q: 3 clusters Score -679506.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -679528.625000 Penalty: 2598.109131
	Iteration 27Q: 3 clusters Score -679528.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -679548.875000 Penalty: 2598.109131
	Iteration 28Q: 3 clusters Score -679548.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -679560.687500 Penalty: 2598.109131
	Iteration 29Q: 3 clusters Score -679560.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -679570.687500 Penalty: 2598.109131
	Iteration 30Q: 3 clusters Score -679570.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -679580.250000 Penalty: 2598.109131
	Iteration 31Q: 3 clusters Score -679580.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -679587.750000 Penalty: 2598.109131
	Iteration 32Q: 3 clusters Score -679587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -679592.125000 Penalty: 2598.109131
	Iteration 33Q: 3 clusters Score -679592.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -679599.625000 Penalty: 2598.109131
	Iteration 34Q: 3 clusters Score -679599.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -679608.687500 Penalty: 2598.109131
	Iteration 35Q: 3 clusters Score -679608.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -679612.312500 Penalty: 2598.109131
	Iteration 36Q: 3 clusters Score -679612.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -679615.875000 Penalty: 2598.109131
	Iteration 37Q: 3 clusters Score -679615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -679619.937500 Penalty: 2598.109131
	Iteration 38Q: 3 clusters Score -679619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -679621.812500 Penalty: 2598.109131
	Iteration 39Q: 3 clusters Score -679621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -679624.312500 Penalty: 2598.109131
	Iteration 40F: 3 clusters Score -679624.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -679626.312500 Penalty: 2598.109131
	Iteration 41Q: 3 clusters Score -679626.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -679629.687500 Penalty: 2598.109131
	Iteration 42Q: 3 clusters Score -679629.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -679632.750000 Penalty: 2598.109131
	Iteration 43Q: 3 clusters Score -679632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -679634.562500 Penalty: 2598.109131
	Iteration 44Q: 3 clusters Score -679634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -679636.500000 Penalty: 2598.109131
	Iteration 45Q: 3 clusters Score -679636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -679640.687500 Penalty: 2598.109131
	Iteration 46Q: 3 clusters Score -679640.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -679643.625000 Penalty: 2598.109131
	Iteration 47Q: 3 clusters Score -679643.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -679648.187500 Penalty: 2598.109131
	Iteration 48Q: 3 clusters Score -679648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -679649.875000 Penalty: 2598.109131
	Iteration 49Q: 3 clusters Score -679649.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -679652.687500 Penalty: 2598.109131
	Iteration 50Q: 3 clusters Score -679652.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -679654.437500 Penalty: 2598.109131
	Iteration 51Q: 3 clusters Score -679654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -679660.250000 Penalty: 2598.109131
	Iteration 52Q: 3 clusters Score -679660.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -679663.937500 Penalty: 2598.109131
	Iteration 53Q: 3 clusters Score -679663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -679668.000000 Penalty: 2598.109131
	Iteration 54Q: 3 clusters Score -679668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -679667.312500 Penalty: 2598.109131
	Iteration 55Q: 3 clusters Score -679667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -679671.250000 Penalty: 2598.109131
	Iteration 56Q: 3 clusters Score -679671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -679672.125000 Penalty: 2598.109131
	Iteration 57Q: 3 clusters Score -679672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -679674.500000 Penalty: 2598.109131
	Iteration 58Q: 3 clusters Score -679674.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -679677.500000 Penalty: 2598.109131
	Iteration 59Q: 3 clusters Score -679677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -679679.875000 Penalty: 2598.109131
	Iteration 60F: 3 clusters Score -679679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -679685.500000 Penalty: 2598.109131
	Iteration 61Q: 3 clusters Score -679685.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -679694.500000 Penalty: 2598.109131
	Iteration 62Q: 3 clusters Score -679694.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -679704.437500 Penalty: 2598.109131
	Iteration 63Q: 3 clusters Score -679704.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -679719.500000 Penalty: 2598.109131
	Iteration 64Q: 3 clusters Score -679719.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -679738.375000 Penalty: 2598.109131
	Iteration 65Q: 3 clusters Score -679738.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -679757.312500 Penalty: 2598.109131
	Iteration 66Q: 3 clusters Score -679757.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -679777.187500 Penalty: 2598.109131
	Iteration 67Q: 3 clusters Score -679777.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -679790.062500 Penalty: 2598.109131
	Iteration 68Q: 3 clusters Score -679790.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -679803.125000 Penalty: 2598.109131
	Iteration 69Q: 3 clusters Score -679803.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -679818.437500 Penalty: 2598.109131
	Iteration 70Q: 3 clusters Score -679818.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -679830.000000 Penalty: 2598.109131
	Iteration 71Q: 3 clusters Score -679830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -679843.812500 Penalty: 2598.109131
	Iteration 72Q: 3 clusters Score -679843.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -679855.250000 Penalty: 2598.109131
	Iteration 73Q: 3 clusters Score -679855.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -679858.000000 Penalty: 2598.109131
	Iteration 74Q: 3 clusters Score -679858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -679860.437500 Penalty: 2598.109131
	Iteration 75Q: 3 clusters Score -679860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -679864.562500 Penalty: 2598.109131
	Iteration 76Q: 3 clusters Score -679864.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -679871.000000 Penalty: 2598.109131
	Iteration 77Q: 3 clusters Score -679871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -679879.437500 Penalty: 2598.109131
	Iteration 78Q: 3 clusters Score -679879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -679885.500000 Penalty: 2598.109131
	Iteration 79Q: 3 clusters Score -679885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -679888.687500 Penalty: 2598.109131
	Iteration 80F: 3 clusters Score -679888.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -679890.875000 Penalty: 2598.109131
	Iteration 81Q: 3 clusters Score -679890.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -679892.937500 Penalty: 2598.109131
	Iteration 82Q: 3 clusters Score -679892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -679894.500000 Penalty: 2598.109131
	Iteration 83Q: 3 clusters Score -679894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -679896.000000 Penalty: 2598.109131
	Iteration 84Q: 3 clusters Score -679896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -679898.562500 Penalty: 2598.109131
	Iteration 85Q: 3 clusters Score -679898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -679899.062500 Penalty: 2598.109131
	Iteration 86Q: 3 clusters Score -679899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -679898.312500 Penalty: 2598.109131
	Iteration 87Q: 3 clusters Score -679898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -679901.187500 Penalty: 2598.109131
	Iteration 88Q: 3 clusters Score -679901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -679903.000000 Penalty: 2598.109131
	Iteration 89Q: 3 clusters Score -679903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -679902.375000 Penalty: 2598.109131
	Iteration 90Q: 3 clusters Score -679902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -679901.750000 Penalty: 2598.109131
	Iteration 91Q: 3 clusters Score -679901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -679901.750000 Penalty: 2598.109131
	Iteration 92F: 3 clusters Score -679901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -129656.539062 Penalty: 1073.955566
	Iteration 0F: 2 clusters Score -129656.5 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 665 members 
Entering Unmasked Estep 
Score: -128199.609375 Penalty: 2147.911133
	Iteration 0F: 3 clusters Score -128199.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128533.070312 Penalty: 2147.911133
	Iteration 1F: 3 clusters Score -128533.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128632.179688 Penalty: 2147.911133
	Iteration 2F: 3 clusters Score -128632.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128708.906250 Penalty: 2147.911133
	Iteration 3Q: 3 clusters Score -128708.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128749.796875 Penalty: 2147.911133
	Iteration 4Q: 3 clusters Score -128749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128768.898438 Penalty: 2147.911133
	Iteration 5Q: 3 clusters Score -128768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128784.031250 Penalty: 2147.911133
	Iteration 6Q: 3 clusters Score -128784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128799.898438 Penalty: 2147.911133
	Iteration 7Q: 3 clusters Score -128799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128810.281250 Penalty: 2147.911133
	Iteration 8Q: 3 clusters Score -128810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128816.382812 Penalty: 2147.911133
	Iteration 9Q: 3 clusters Score -128816.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128828.664062 Penalty: 2147.911133
	Iteration 10Q: 3 clusters Score -128828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128836.687500 Penalty: 2147.911133
	Iteration 11Q: 3 clusters Score -128836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128841.992188 Penalty: 2147.911133
	Iteration 12Q: 3 clusters Score -128842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128844.171875 Penalty: 2147.911133
	Iteration 13Q: 3 clusters Score -128844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128845.828125 Penalty: 2147.911133
	Iteration 14Q: 3 clusters Score -128845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128848.046875 Penalty: 2147.911133
	Iteration 15Q: 3 clusters Score -128848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128850.437500 Penalty: 2147.911133
	Iteration 16Q: 3 clusters Score -128850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128852.976562 Penalty: 2147.911133
	Iteration 17Q: 3 clusters Score -128853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128853.515625 Penalty: 2147.911133
	Iteration 18Q: 3 clusters Score -128853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128854.546875 Penalty: 2147.911133
	Iteration 19Q: 3 clusters Score -128854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128855.695312 Penalty: 2147.911133
	Iteration 20F: 3 clusters Score -128855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128858.859375 Penalty: 2147.911133
	Iteration 21Q: 3 clusters Score -128858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128860.046875 Penalty: 2147.911133
	Iteration 22Q: 3 clusters Score -128860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128860.046875 Penalty: 2147.911133
	Iteration 23F: 3 clusters Score -128860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Entering Unmasked Estep 
Score: -7487799.000000 Penalty: 1653.698730
	Iteration 0F: 2 clusters Score -7487799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -7444111.500000 Penalty: 3307.397461
	Iteration 0F: 3 clusters Score -7444112 nChanged 31337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -7461604.000000 Penalty: 3307.397461
	Iteration 1F: 3 clusters Score -7461604 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -7462401.500000 Penalty: 3307.397461
	Iteration 2Q: 3 clusters Score -7462402 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -7463318.000000 Penalty: 3307.397461
	Iteration 3Q: 3 clusters Score -7463318 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -7464477.000000 Penalty: 3307.397461
	Iteration 4Q: 3 clusters Score -7464477 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -7466359.000000 Penalty: 3307.397461
	Iteration 5F: 3 clusters Score -7466359 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -7469415.500000 Penalty: 3307.397461
	Iteration 6F: 3 clusters Score -7469416 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -7473715.000000 Penalty: 3307.397461
	Iteration 7F: 3 clusters Score -7473715 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -7478320.000000 Penalty: 3307.397461
	Iteration 8F: 3 clusters Score -7478320 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -7482102.000000 Penalty: 3307.397461
	Iteration 9F: 3 clusters Score -7482102 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7484406.000000 Penalty: 3307.397461
	Iteration 10Q: 3 clusters Score -7484406 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7485634.000000 Penalty: 3307.397461
	Iteration 11Q: 3 clusters Score -7485634 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7486309.000000 Penalty: 3307.397461
	Iteration 12Q: 3 clusters Score -7486309 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7486679.500000 Penalty: 3307.397461
	Iteration 13Q: 3 clusters Score -7486680 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7486821.500000 Penalty: 3307.397461
	Iteration 14Q: 3 clusters Score -7486822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7486918.000000 Penalty: 3307.397461
	Iteration 15Q: 3 clusters Score -7486918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7486977.500000 Penalty: 3307.397461
	Iteration 16Q: 3 clusters Score -7486978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7487023.000000 Penalty: 3307.397461
	Iteration 17Q: 3 clusters Score -7487023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7487047.000000 Penalty: 3307.397461
	Iteration 18Q: 3 clusters Score -7487047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7487068.500000 Penalty: 3307.397461
	Iteration 19Q: 3 clusters Score -7487068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7487066.000000 Penalty: 3307.397461
	Iteration 20F: 3 clusters Score -7487066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7487087.000000 Penalty: 3307.397461
	Iteration 21Q: 3 clusters Score -7487087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7487088.000000 Penalty: 3307.397461
	Iteration 22Q: 3 clusters Score -7487088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7487093.500000 Penalty: 3307.397461
	Iteration 23Q: 3 clusters Score -7487094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7487087.500000 Penalty: 3307.397461
	Iteration 24Q: 3 clusters Score -7487088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7487085.500000 Penalty: 3307.397461
	Iteration 25Q: 3 clusters Score -7487086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7487091.500000 Penalty: 3307.397461
	Iteration 26Q: 3 clusters Score -7487092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7487091.500000 Penalty: 3307.397461
	Iteration 27F: 3 clusters Score -7487092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -41592.988281 Penalty: 911.678162
	Iteration 0F: 2 clusters Score -41592.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40749.617188 Penalty: 1823.356323
	Iteration 0F: 3 clusters Score -40749.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40891.964844 Penalty: 1823.356323
	Iteration 1F: 3 clusters Score -40891.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40925.027344 Penalty: 1823.356323
	Iteration 2Q: 3 clusters Score -40925.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40930.898438 Penalty: 1823.356323
	Iteration 3Q: 3 clusters Score -40930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40932.136719 Penalty: 1823.356323
	Iteration 4Q: 3 clusters Score -40932.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40932.136719 Penalty: 1823.356323
	Iteration 5F: 3 clusters Score -40932.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -546261.375000 Penalty: 1268.484863
	Iteration 0F: 2 clusters Score -546261.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -542551.687500 Penalty: 2536.969727
	Iteration 0F: 3 clusters Score -542551.7 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -543588.375000 Penalty: 2536.969727
	Iteration 1F: 3 clusters Score -543588.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -543805.937500 Penalty: 2536.969727
	Iteration 2F: 3 clusters Score -543805.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -543954.250000 Penalty: 2536.969727
	Iteration 3F: 3 clusters Score -543954.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -544062.125000 Penalty: 2536.969727
	Iteration 4Q: 3 clusters Score -544062.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -544134.625000 Penalty: 2536.969727
	Iteration 5Q: 3 clusters Score -544134.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -544210.687500 Penalty: 2536.969727
	Iteration 6Q: 3 clusters Score -544210.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -544278.750000 Penalty: 2536.969727
	Iteration 7Q: 3 clusters Score -544278.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -544337.687500 Penalty: 2536.969727
	Iteration 8Q: 3 clusters Score -544337.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -544416.312500 Penalty: 2536.969727
	Iteration 9Q: 3 clusters Score -544416.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -544519.125000 Penalty: 2536.969727
	Iteration 10Q: 3 clusters Score -544519.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -544636.625000 Penalty: 2536.969727
	Iteration 11Q: 3 clusters Score -544636.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -544770.125000 Penalty: 2536.969727
	Iteration 12Q: 3 clusters Score -544770.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -544897.937500 Penalty: 2536.969727
	Iteration 13Q: 3 clusters Score -544897.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -545016.312500 Penalty: 2536.969727
	Iteration 14Q: 3 clusters Score -545016.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -545122.250000 Penalty: 2536.969727
	Iteration 15Q: 3 clusters Score -545122.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -545201.000000 Penalty: 2536.969727
	Iteration 16Q: 3 clusters Score -545201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -545261.437500 Penalty: 2536.969727
	Iteration 17Q: 3 clusters Score -545261.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -545320.250000 Penalty: 2536.969727
	Iteration 18Q: 3 clusters Score -545320.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -545366.250000 Penalty: 2536.969727
	Iteration 19Q: 3 clusters Score -545366.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -545399.937500 Penalty: 2536.969727
	Iteration 20F: 3 clusters Score -545399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -545424.875000 Penalty: 2536.969727
	Iteration 21Q: 3 clusters Score -545424.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -545444.625000 Penalty: 2536.969727
	Iteration 22Q: 3 clusters Score -545444.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -545458.750000 Penalty: 2536.969727
	Iteration 23Q: 3 clusters Score -545458.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -545477.125000 Penalty: 2536.969727
	Iteration 24Q: 3 clusters Score -545477.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -545494.312500 Penalty: 2536.969727
	Iteration 25Q: 3 clusters Score -545494.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -545507.562500 Penalty: 2536.969727
	Iteration 26Q: 3 clusters Score -545507.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -545518.312500 Penalty: 2536.969727
	Iteration 27Q: 3 clusters Score -545518.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -545528.562500 Penalty: 2536.969727
	Iteration 28Q: 3 clusters Score -545528.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -545538.125000 Penalty: 2536.969727
	Iteration 29Q: 3 clusters Score -545538.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -545547.687500 Penalty: 2536.969727
	Iteration 30Q: 3 clusters Score -545547.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -545556.437500 Penalty: 2536.969727
	Iteration 31Q: 3 clusters Score -545556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -545562.187500 Penalty: 2536.969727
	Iteration 32Q: 3 clusters Score -545562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -545563.312500 Penalty: 2536.969727
	Iteration 33Q: 3 clusters Score -545563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -545564.625000 Penalty: 2536.969727
	Iteration 34Q: 3 clusters Score -545564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -545564.187500 Penalty: 2536.969727
	Iteration 35Q: 3 clusters Score -545564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -545564.812500 Penalty: 2536.969727
	Iteration 36Q: 3 clusters Score -545564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -545564.812500 Penalty: 2536.969727
	Iteration 37F: 3 clusters Score -545564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -683666.000000 Penalty: 1301.605957
	Iteration 0F: 2 clusters Score -683666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -679146.437500 Penalty: 2603.211914
	Iteration 0F: 3 clusters Score -679146.4 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -680672.312500 Penalty: 2603.211914
	Iteration 1F: 3 clusters Score -680672.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -681021.500000 Penalty: 2603.211914
	Iteration 2F: 3 clusters Score -681021.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -681253.500000 Penalty: 2603.211914
	Iteration 3F: 3 clusters Score -681253.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -681410.062500 Penalty: 2603.211914
	Iteration 4Q: 3 clusters Score -681410.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -681548.750000 Penalty: 2603.211914
	Iteration 5Q: 3 clusters Score -681548.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -681650.812500 Penalty: 2603.211914
	Iteration 6Q: 3 clusters Score -681650.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -681717.500000 Penalty: 2603.211914
	Iteration 7Q: 3 clusters Score -681717.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -681761.437500 Penalty: 2603.211914
	Iteration 8Q: 3 clusters Score -681761.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -681799.187500 Penalty: 2603.211914
	Iteration 9Q: 3 clusters Score -681799.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -681836.187500 Penalty: 2603.211914
	Iteration 10Q: 3 clusters Score -681836.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -681872.000000 Penalty: 2603.211914
	Iteration 11Q: 3 clusters Score -681872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -681910.687500 Penalty: 2603.211914
	Iteration 12Q: 3 clusters Score -681910.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -681951.125000 Penalty: 2603.211914
	Iteration 13Q: 3 clusters Score -681951.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -681991.125000 Penalty: 2603.211914
	Iteration 14Q: 3 clusters Score -681991.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -682025.437500 Penalty: 2603.211914
	Iteration 15Q: 3 clusters Score -682025.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -682059.625000 Penalty: 2603.211914
	Iteration 16Q: 3 clusters Score -682059.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -682090.312500 Penalty: 2603.211914
	Iteration 17Q: 3 clusters Score -682090.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -682126.000000 Penalty: 2603.211914
	Iteration 18Q: 3 clusters Score -682126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -682163.750000 Penalty: 2603.211914
	Iteration 19Q: 3 clusters Score -682163.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -682199.062500 Penalty: 2603.211914
	Iteration 20F: 3 clusters Score -682199.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -682240.062500 Penalty: 2603.211914
	Iteration 21Q: 3 clusters Score -682240.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -682284.500000 Penalty: 2603.211914
	Iteration 22Q: 3 clusters Score -682284.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -682332.562500 Penalty: 2603.211914
	Iteration 23Q: 3 clusters Score -682332.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -682373.062500 Penalty: 2603.211914
	Iteration 24Q: 3 clusters Score -682373.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -682423.750000 Penalty: 2603.211914
	Iteration 25Q: 3 clusters Score -682423.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -682477.000000 Penalty: 2603.211914
	Iteration 26Q: 3 clusters Score -682477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -682541.562500 Penalty: 2603.211914
	Iteration 27Q: 3 clusters Score -682541.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -682608.562500 Penalty: 2603.211914
	Iteration 28Q: 3 clusters Score -682608.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -682677.625000 Penalty: 2603.211914
	Iteration 29Q: 3 clusters Score -682677.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -682748.562500 Penalty: 2603.211914
	Iteration 30Q: 3 clusters Score -682748.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -682812.000000 Penalty: 2603.211914
	Iteration 31Q: 3 clusters Score -682812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -682865.875000 Penalty: 2603.211914
	Iteration 32Q: 3 clusters Score -682865.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -682917.000000 Penalty: 2603.211914
	Iteration 33Q: 3 clusters Score -682917 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -682958.437500 Penalty: 2603.211914
	Iteration 34Q: 3 clusters Score -682958.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -682996.500000 Penalty: 2603.211914
	Iteration 35Q: 3 clusters Score -682996.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -683024.187500 Penalty: 2603.211914
	Iteration 36Q: 3 clusters Score -683024.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -683051.937500 Penalty: 2603.211914
	Iteration 37Q: 3 clusters Score -683051.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -683070.937500 Penalty: 2603.211914
	Iteration 38Q: 3 clusters Score -683070.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -683091.562500 Penalty: 2603.211914
	Iteration 39Q: 3 clusters Score -683091.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -683106.375000 Penalty: 2603.211914
	Iteration 40F: 3 clusters Score -683106.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -683113.937500 Penalty: 2603.211914
	Iteration 41Q: 3 clusters Score -683113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -683119.312500 Penalty: 2603.211914
	Iteration 42Q: 3 clusters Score -683119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -683122.187500 Penalty: 2603.211914
	Iteration 43Q: 3 clusters Score -683122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -683125.000000 Penalty: 2603.211914
	Iteration 44Q: 3 clusters Score -683125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -683128.875000 Penalty: 2603.211914
	Iteration 45Q: 3 clusters Score -683128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -683132.687500 Penalty: 2603.211914
	Iteration 46Q: 3 clusters Score -683132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -683133.312500 Penalty: 2603.211914
	Iteration 47Q: 3 clusters Score -683133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -683134.000000 Penalty: 2603.211914
	Iteration 48Q: 3 clusters Score -683134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -683135.687500 Penalty: 2603.211914
	Iteration 49Q: 3 clusters Score -683135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -683135.875000 Penalty: 2603.211914
	Iteration 50Q: 3 clusters Score -683135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -683137.625000 Penalty: 2603.211914
	Iteration 51Q: 3 clusters Score -683137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -683138.625000 Penalty: 2603.211914
	Iteration 52Q: 3 clusters Score -683138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -683140.625000 Penalty: 2603.211914
	Iteration 53Q: 3 clusters Score -683140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -683144.062500 Penalty: 2603.211914
	Iteration 54Q: 3 clusters Score -683144.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -683145.062500 Penalty: 2603.211914
	Iteration 55Q: 3 clusters Score -683145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -683144.562500 Penalty: 2603.211914
	Iteration 56Q: 3 clusters Score -683144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -683144.562500 Penalty: 2603.211914
	Iteration 57F: 3 clusters Score -683144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Entering Unmasked Estep 
Score: -896250.812500 Penalty: 1333.451294
	Iteration 0F: 2 clusters Score -896250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -890893.125000 Penalty: 2666.902588
	Iteration 0F: 3 clusters Score -890893.1 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -892628.937500 Penalty: 2666.902588
	Iteration 1F: 3 clusters Score -892628.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -892901.437500 Penalty: 2666.902588
	Iteration 2F: 3 clusters Score -892901.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -893077.812500 Penalty: 2666.902588
	Iteration 3Q: 3 clusters Score -893077.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -893223.125000 Penalty: 2666.902588
	Iteration 4Q: 3 clusters Score -893223.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -893347.812500 Penalty: 2666.902588
	Iteration 5Q: 3 clusters Score -893347.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -893484.000000 Penalty: 2666.902588
	Iteration 6Q: 3 clusters Score -893484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -893617.937500 Penalty: 2666.902588
	Iteration 7Q: 3 clusters Score -893617.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -893763.875000 Penalty: 2666.902588
	Iteration 8Q: 3 clusters Score -893763.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -893945.437500 Penalty: 2666.902588
	Iteration 9Q: 3 clusters Score -893945.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -894130.500000 Penalty: 2666.902588
	Iteration 10Q: 3 clusters Score -894130.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -894310.500000 Penalty: 2666.902588
	Iteration 11Q: 3 clusters Score -894310.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -894443.187500 Penalty: 2666.902588
	Iteration 12Q: 3 clusters Score -894443.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -894557.625000 Penalty: 2666.902588
	Iteration 13Q: 3 clusters Score -894557.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -894667.125000 Penalty: 2666.902588
	Iteration 14Q: 3 clusters Score -894667.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -894760.187500 Penalty: 2666.902588
	Iteration 15Q: 3 clusters Score -894760.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -894838.437500 Penalty: 2666.902588
	Iteration 16Q: 3 clusters Score -894838.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -894913.125000 Penalty: 2666.902588
	Iteration 17Q: 3 clusters Score -894913.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -894980.125000 Penalty: 2666.902588
	Iteration 18Q: 3 clusters Score -894980.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -895024.125000 Penalty: 2666.902588
	Iteration 19Q: 3 clusters Score -895024.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -895065.125000 Penalty: 2666.902588
	Iteration 20F: 3 clusters Score -895065.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -895107.125000 Penalty: 2666.902588
	Iteration 21Q: 3 clusters Score -895107.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -895141.500000 Penalty: 2666.902588
	Iteration 22Q: 3 clusters Score -895141.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -895176.312500 Penalty: 2666.902588
	Iteration 23Q: 3 clusters Score -895176.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -895215.187500 Penalty: 2666.902588
	Iteration 24Q: 3 clusters Score -895215.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -895259.312500 Penalty: 2666.902588
	Iteration 25Q: 3 clusters Score -895259.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -895305.812500 Penalty: 2666.902588
	Iteration 26Q: 3 clusters Score -895305.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -895343.750000 Penalty: 2666.902588
	Iteration 27Q: 3 clusters Score -895343.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -895388.562500 Penalty: 2666.902588
	Iteration 28Q: 3 clusters Score -895388.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -895424.125000 Penalty: 2666.902588
	Iteration 29Q: 3 clusters Score -895424.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -895459.250000 Penalty: 2666.902588
	Iteration 30Q: 3 clusters Score -895459.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -895505.250000 Penalty: 2666.902588
	Iteration 31Q: 3 clusters Score -895505.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -895547.250000 Penalty: 2666.902588
	Iteration 32Q: 3 clusters Score -895547.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -895584.250000 Penalty: 2666.902588
	Iteration 33Q: 3 clusters Score -895584.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -895616.687500 Penalty: 2666.902588
	Iteration 34Q: 3 clusters Score -895616.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -895648.312500 Penalty: 2666.902588
	Iteration 35Q: 3 clusters Score -895648.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -895677.562500 Penalty: 2666.902588
	Iteration 36Q: 3 clusters Score -895677.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -895710.312500 Penalty: 2666.902588
	Iteration 37Q: 3 clusters Score -895710.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -895740.187500 Penalty: 2666.902588
	Iteration 38Q: 3 clusters Score -895740.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -895761.187500 Penalty: 2666.902588
	Iteration 39Q: 3 clusters Score -895761.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -895776.500000 Penalty: 2666.902588
	Iteration 40F: 3 clusters Score -895776.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -895792.875000 Penalty: 2666.902588
	Iteration 41Q: 3 clusters Score -895792.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -895810.687500 Penalty: 2666.902588
	Iteration 42Q: 3 clusters Score -895810.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -895820.937500 Penalty: 2666.902588
	Iteration 43Q: 3 clusters Score -895820.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -895833.000000 Penalty: 2666.902588
	Iteration 44Q: 3 clusters Score -895833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -895842.187500 Penalty: 2666.902588
	Iteration 45Q: 3 clusters Score -895842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -895847.062500 Penalty: 2666.902588
	Iteration 46Q: 3 clusters Score -895847.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -895853.875000 Penalty: 2666.902588
	Iteration 47Q: 3 clusters Score -895853.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -895859.187500 Penalty: 2666.902588
	Iteration 48Q: 3 clusters Score -895859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -895863.437500 Penalty: 2666.902588
	Iteration 49Q: 3 clusters Score -895863.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -895868.750000 Penalty: 2666.902588
	Iteration 50Q: 3 clusters Score -895868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -895871.937500 Penalty: 2666.902588
	Iteration 51Q: 3 clusters Score -895871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -895873.000000 Penalty: 2666.902588
	Iteration 52Q: 3 clusters Score -895873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -895877.562500 Penalty: 2666.902588
	Iteration 53Q: 3 clusters Score -895877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -895876.000000 Penalty: 2666.902588
	Iteration 54Q: 3 clusters Score -895876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -895876.812500 Penalty: 2666.902588
	Iteration 55Q: 3 clusters Score -895876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -895879.250000 Penalty: 2666.902588
	Iteration 56Q: 3 clusters Score -895879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -895879.812500 Penalty: 2666.902588
	Iteration 57Q: 3 clusters Score -895879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -895881.062500 Penalty: 2666.902588
	Iteration 58Q: 3 clusters Score -895881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -895881.687500 Penalty: 2666.902588
	Iteration 59Q: 3 clusters Score -895881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -895881.812500 Penalty: 2666.902588
	Iteration 60F: 3 clusters Score -895881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -895882.250000 Penalty: 2666.902588
	Iteration 61Q: 3 clusters Score -895882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -895884.625000 Penalty: 2666.902588
	Iteration 62Q: 3 clusters Score -895884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -895885.562500 Penalty: 2666.902588
	Iteration 63Q: 3 clusters Score -895885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -895887.875000 Penalty: 2666.902588
	Iteration 64Q: 3 clusters Score -895887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -895888.375000 Penalty: 2666.902588
	Iteration 65Q: 3 clusters Score -895888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -895888.812500 Penalty: 2666.902588
	Iteration 66Q: 3 clusters Score -895888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -895890.000000 Penalty: 2666.902588
	Iteration 67Q: 3 clusters Score -895890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -895889.000000 Penalty: 2666.902588
	Iteration 68Q: 3 clusters Score -895889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -895889.125000 Penalty: 2666.902588
	Iteration 69Q: 3 clusters Score -895889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -895890.625000 Penalty: 2666.902588
	Iteration 70Q: 3 clusters Score -895890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -895891.625000 Penalty: 2666.902588
	Iteration 71Q: 3 clusters Score -895891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -895891.937500 Penalty: 2666.902588
	Iteration 72Q: 3 clusters Score -895891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -895891.937500 Penalty: 2666.902588
	Iteration 73F: 3 clusters Score -895891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Entering Unmasked Estep 
Score: -2075543.375000 Penalty: 1453.309692
	Iteration 0F: 2 clusters Score -2075543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2064149.125000 Penalty: 2906.619385
	Iteration 0F: 3 clusters Score -2064149 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2068113.750000 Penalty: 2906.619385
	Iteration 1F: 3 clusters Score -2068114 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2068494.125000 Penalty: 2906.619385
	Iteration 2F: 3 clusters Score -2068494 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2068774.375000 Penalty: 2906.619385
	Iteration 3Q: 3 clusters Score -2068774 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2068971.250000 Penalty: 2906.619385
	Iteration 4Q: 3 clusters Score -2068971 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2069132.500000 Penalty: 2906.619385
	Iteration 5Q: 3 clusters Score -2069132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2069274.625000 Penalty: 2906.619385
	Iteration 6Q: 3 clusters Score -2069275 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2069439.250000 Penalty: 2906.619385
	Iteration 7Q: 3 clusters Score -2069439 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2069595.500000 Penalty: 2906.619385
	Iteration 8Q: 3 clusters Score -2069596 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2069764.375000 Penalty: 2906.619385
	Iteration 9Q: 3 clusters Score -2069764 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2069967.625000 Penalty: 2906.619385
	Iteration 10Q: 3 clusters Score -2069968 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2070194.375000 Penalty: 2906.619385
	Iteration 11Q: 3 clusters Score -2070194 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2070427.500000 Penalty: 2906.619385
	Iteration 12Q: 3 clusters Score -2070428 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2070715.625000 Penalty: 2906.619385
	Iteration 13Q: 3 clusters Score -2070716 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2071063.750000 Penalty: 2906.619385
	Iteration 14Q: 3 clusters Score -2071064 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2071492.750000 Penalty: 2906.619385
	Iteration 15Q: 3 clusters Score -2071493 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2072028.250000 Penalty: 2906.619385
	Iteration 16Q: 3 clusters Score -2072028 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2072544.625000 Penalty: 2906.619385
	Iteration 17Q: 3 clusters Score -2072545 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2072999.250000 Penalty: 2906.619385
	Iteration 18Q: 3 clusters Score -2072999 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2073403.000000 Penalty: 2906.619385
	Iteration 19Q: 3 clusters Score -2073403 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2073727.000000 Penalty: 2906.619385
	Iteration 20F: 3 clusters Score -2073727 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2073922.500000 Penalty: 2906.619385
	Iteration 21Q: 3 clusters Score -2073922 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2074050.125000 Penalty: 2906.619385
	Iteration 22Q: 3 clusters Score -2074050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2074149.875000 Penalty: 2906.619385
	Iteration 23Q: 3 clusters Score -2074150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2074221.750000 Penalty: 2906.619385
	Iteration 24Q: 3 clusters Score -2074222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2074270.750000 Penalty: 2906.619385
	Iteration 25Q: 3 clusters Score -2074271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2074310.750000 Penalty: 2906.619385
	Iteration 26Q: 3 clusters Score -2074311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2074340.000000 Penalty: 2906.619385
	Iteration 27Q: 3 clusters Score -2074340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2074359.375000 Penalty: 2906.619385
	Iteration 28Q: 3 clusters Score -2074359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2074372.625000 Penalty: 2906.619385
	Iteration 29Q: 3 clusters Score -2074373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2074393.250000 Penalty: 2906.619385
	Iteration 30Q: 3 clusters Score -2074393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2074407.625000 Penalty: 2906.619385
	Iteration 31Q: 3 clusters Score -2074408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2074417.250000 Penalty: 2906.619385
	Iteration 32Q: 3 clusters Score -2074417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2074433.750000 Penalty: 2906.619385
	Iteration 33Q: 3 clusters Score -2074434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2074450.250000 Penalty: 2906.619385
	Iteration 34Q: 3 clusters Score -2074450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2074465.750000 Penalty: 2906.619385
	Iteration 35Q: 3 clusters Score -2074466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2074473.250000 Penalty: 2906.619385
	Iteration 36Q: 3 clusters Score -2074473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2074481.125000 Penalty: 2906.619385
	Iteration 37Q: 3 clusters Score -2074481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2074483.250000 Penalty: 2906.619385
	Iteration 38Q: 3 clusters Score -2074483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2074486.375000 Penalty: 2906.619385
	Iteration 39Q: 3 clusters Score -2074486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2074493.000000 Penalty: 2906.619385
	Iteration 40F: 3 clusters Score -2074493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2074495.750000 Penalty: 2906.619385
	Iteration 41Q: 3 clusters Score -2074496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2074497.500000 Penalty: 2906.619385
	Iteration 42Q: 3 clusters Score -2074498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2074498.500000 Penalty: 2906.619385
	Iteration 43Q: 3 clusters Score -2074498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2074500.250000 Penalty: 2906.619385
	Iteration 44Q: 3 clusters Score -2074500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2074500.250000 Penalty: 2906.619385
	Iteration 45F: 3 clusters Score -2074500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1001045.000000 Penalty: 1354.589355
	Iteration 0F: 2 clusters Score -1001045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -994869.625000 Penalty: 2709.178711
	Iteration 0F: 3 clusters Score -994869.6 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -996852.875000 Penalty: 2709.178711
	Iteration 1F: 3 clusters Score -996852.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -997219.000000 Penalty: 2709.178711
	Iteration 2F: 3 clusters Score -997219 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -997512.875000 Penalty: 2709.178711
	Iteration 3F: 3 clusters Score -997512.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -997752.562500 Penalty: 2709.178711
	Iteration 4Q: 3 clusters Score -997752.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -997968.437500 Penalty: 2709.178711
	Iteration 5Q: 3 clusters Score -997968.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -998168.312500 Penalty: 2709.178711
	Iteration 6Q: 3 clusters Score -998168.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -998362.687500 Penalty: 2709.178711
	Iteration 7Q: 3 clusters Score -998362.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -998566.500000 Penalty: 2709.178711
	Iteration 8Q: 3 clusters Score -998566.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -998789.125000 Penalty: 2709.178711
	Iteration 9Q: 3 clusters Score -998789.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -999013.437500 Penalty: 2709.178711
	Iteration 10Q: 3 clusters Score -999013.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -999235.937500 Penalty: 2709.178711
	Iteration 11Q: 3 clusters Score -999235.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -999431.500000 Penalty: 2709.178711
	Iteration 12Q: 3 clusters Score -999431.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -999565.312500 Penalty: 2709.178711
	Iteration 13Q: 3 clusters Score -999565.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -999667.562500 Penalty: 2709.178711
	Iteration 14Q: 3 clusters Score -999667.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -999733.812500 Penalty: 2709.178711
	Iteration 15Q: 3 clusters Score -999733.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -999796.312500 Penalty: 2709.178711
	Iteration 16Q: 3 clusters Score -999796.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -999846.437500 Penalty: 2709.178711
	Iteration 17Q: 3 clusters Score -999846.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -999882.187500 Penalty: 2709.178711
	Iteration 18Q: 3 clusters Score -999882.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -999913.125000 Penalty: 2709.178711
	Iteration 19Q: 3 clusters Score -999913.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -999936.187500 Penalty: 2709.178711
	Iteration 20F: 3 clusters Score -999936.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -999967.562500 Penalty: 2709.178711
	Iteration 21Q: 3 clusters Score -999967.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -999999.500000 Penalty: 2709.178711
	Iteration 22Q: 3 clusters Score -999999.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1000030.437500 Penalty: 2709.178711
	Iteration 23Q: 3 clusters Score -1000030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1000056.250000 Penalty: 2709.178711
	Iteration 24Q: 3 clusters Score -1000056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1000080.250000 Penalty: 2709.178711
	Iteration 25Q: 3 clusters Score -1000080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1000095.812500 Penalty: 2709.178711
	Iteration 26Q: 3 clusters Score -1000096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1000117.875000 Penalty: 2709.178711
	Iteration 27Q: 3 clusters Score -1000118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1000134.937500 Penalty: 2709.178711
	Iteration 28Q: 3 clusters Score -1000135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1000156.375000 Penalty: 2709.178711
	Iteration 29Q: 3 clusters Score -1000156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1000173.500000 Penalty: 2709.178711
	Iteration 30Q: 3 clusters Score -1000174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1000193.937500 Penalty: 2709.178711
	Iteration 31Q: 3 clusters Score -1000194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1000209.437500 Penalty: 2709.178711
	Iteration 32Q: 3 clusters Score -1000209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1000219.000000 Penalty: 2709.178711
	Iteration 33Q: 3 clusters Score -1000219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1000231.625000 Penalty: 2709.178711
	Iteration 34Q: 3 clusters Score -1000232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1000240.937500 Penalty: 2709.178711
	Iteration 35Q: 3 clusters Score -1000241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1000252.125000 Penalty: 2709.178711
	Iteration 36Q: 3 clusters Score -1000252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1000260.625000 Penalty: 2709.178711
	Iteration 37Q: 3 clusters Score -1000261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1000273.125000 Penalty: 2709.178711
	Iteration 38Q: 3 clusters Score -1000273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1000286.812500 Penalty: 2709.178711
	Iteration 39Q: 3 clusters Score -1000287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1000298.875000 Penalty: 2709.178711
	Iteration 40F: 3 clusters Score -1000299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1000313.375000 Penalty: 2709.178711
	Iteration 41Q: 3 clusters Score -1000313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1000322.312500 Penalty: 2709.178711
	Iteration 42Q: 3 clusters Score -1000322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1000332.312500 Penalty: 2709.178711
	Iteration 43Q: 3 clusters Score -1000332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1000340.312500 Penalty: 2709.178711
	Iteration 44Q: 3 clusters Score -1000340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1000357.937500 Penalty: 2709.178711
	Iteration 45Q: 3 clusters Score -1000358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1000367.875000 Penalty: 2709.178711
	Iteration 46Q: 3 clusters Score -1000368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1000375.187500 Penalty: 2709.178711
	Iteration 47Q: 3 clusters Score -1000375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1000377.187500 Penalty: 2709.178711
	Iteration 48Q: 3 clusters Score -1000377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1000380.812500 Penalty: 2709.178711
	Iteration 49Q: 3 clusters Score -1000381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1000386.812500 Penalty: 2709.178711
	Iteration 50Q: 3 clusters Score -1000387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1000391.562500 Penalty: 2709.178711
	Iteration 51Q: 3 clusters Score -1000392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1000398.187500 Penalty: 2709.178711
	Iteration 52Q: 3 clusters Score -1000398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1000403.875000 Penalty: 2709.178711
	Iteration 53Q: 3 clusters Score -1000404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1000413.875000 Penalty: 2709.178711
	Iteration 54Q: 3 clusters Score -1000414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1000419.750000 Penalty: 2709.178711
	Iteration 55Q: 3 clusters Score -1000420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1000420.812500 Penalty: 2709.178711
	Iteration 56Q: 3 clusters Score -1000421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1000426.312500 Penalty: 2709.178711
	Iteration 57Q: 3 clusters Score -1000426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1000430.062500 Penalty: 2709.178711
	Iteration 58Q: 3 clusters Score -1000430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1000433.125000 Penalty: 2709.178711
	Iteration 59Q: 3 clusters Score -1000433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1000432.875000 Penalty: 2709.178711
	Iteration 60F: 3 clusters Score -1000433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1000431.250000 Penalty: 2709.178711
	Iteration 61Q: 3 clusters Score -1000431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1000431.187500 Penalty: 2709.178711
	Iteration 62Q: 3 clusters Score -1000431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1000429.812500 Penalty: 2709.178711
	Iteration 63Q: 3 clusters Score -1000430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1000431.625000 Penalty: 2709.178711
	Iteration 64Q: 3 clusters Score -1000432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1000433.000000 Penalty: 2709.178711
	Iteration 65Q: 3 clusters Score -1000433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1000435.250000 Penalty: 2709.178711
	Iteration 66Q: 3 clusters Score -1000435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1000436.000000 Penalty: 2709.178711
	Iteration 67Q: 3 clusters Score -1000436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1000436.000000 Penalty: 2709.178711
	Iteration 68F: 3 clusters Score -1000436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Entering Unmasked Estep 
Score: -1226558.250000 Penalty: 1389.943481
	Iteration 0F: 2 clusters Score -1226558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1219033.250000 Penalty: 2779.886963
	Iteration 0F: 3 clusters Score -1219033 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1221581.125000 Penalty: 2779.886963
	Iteration 1F: 3 clusters Score -1221581 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1221939.625000 Penalty: 2779.886963
	Iteration 2F: 3 clusters Score -1221940 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1222221.125000 Penalty: 2779.886963
	Iteration 3F: 3 clusters Score -1222221 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1222450.625000 Penalty: 2779.886963
	Iteration 4Q: 3 clusters Score -1222451 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1222656.500000 Penalty: 2779.886963
	Iteration 5Q: 3 clusters Score -1222656 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1222867.250000 Penalty: 2779.886963
	Iteration 6Q: 3 clusters Score -1222867 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1223081.125000 Penalty: 2779.886963
	Iteration 7Q: 3 clusters Score -1223081 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1223264.750000 Penalty: 2779.886963
	Iteration 8Q: 3 clusters Score -1223265 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1223433.000000 Penalty: 2779.886963
	Iteration 9Q: 3 clusters Score -1223433 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1223609.750000 Penalty: 2779.886963
	Iteration 10Q: 3 clusters Score -1223610 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1223757.250000 Penalty: 2779.886963
	Iteration 11Q: 3 clusters Score -1223757 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1223848.500000 Penalty: 2779.886963
	Iteration 12Q: 3 clusters Score -1223848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1223938.750000 Penalty: 2779.886963
	Iteration 13Q: 3 clusters Score -1223939 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1224009.750000 Penalty: 2779.886963
	Iteration 14Q: 3 clusters Score -1224010 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1224082.625000 Penalty: 2779.886963
	Iteration 15Q: 3 clusters Score -1224083 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1224159.625000 Penalty: 2779.886963
	Iteration 16Q: 3 clusters Score -1224160 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1224221.375000 Penalty: 2779.886963
	Iteration 17Q: 3 clusters Score -1224221 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1224295.500000 Penalty: 2779.886963
	Iteration 18Q: 3 clusters Score -1224296 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1224362.250000 Penalty: 2779.886963
	Iteration 19Q: 3 clusters Score -1224362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1224413.375000 Penalty: 2779.886963
	Iteration 20F: 3 clusters Score -1224413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1224463.625000 Penalty: 2779.886963
	Iteration 21Q: 3 clusters Score -1224464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1224510.625000 Penalty: 2779.886963
	Iteration 22Q: 3 clusters Score -1224511 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1224564.125000 Penalty: 2779.886963
	Iteration 23Q: 3 clusters Score -1224564 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1224617.875000 Penalty: 2779.886963
	Iteration 24Q: 3 clusters Score -1224618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1224657.500000 Penalty: 2779.886963
	Iteration 25Q: 3 clusters Score -1224658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1224685.125000 Penalty: 2779.886963
	Iteration 26Q: 3 clusters Score -1224685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1224715.625000 Penalty: 2779.886963
	Iteration 27Q: 3 clusters Score -1224716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1224740.750000 Penalty: 2779.886963
	Iteration 28Q: 3 clusters Score -1224741 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1224757.250000 Penalty: 2779.886963
	Iteration 29Q: 3 clusters Score -1224757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1224772.500000 Penalty: 2779.886963
	Iteration 30Q: 3 clusters Score -1224772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1224796.250000 Penalty: 2779.886963
	Iteration 31Q: 3 clusters Score -1224796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1224811.250000 Penalty: 2779.886963
	Iteration 32Q: 3 clusters Score -1224811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1224825.000000 Penalty: 2779.886963
	Iteration 33Q: 3 clusters Score -1224825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1224835.625000 Penalty: 2779.886963
	Iteration 34Q: 3 clusters Score -1224836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1224846.250000 Penalty: 2779.886963
	Iteration 35Q: 3 clusters Score -1224846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1224854.500000 Penalty: 2779.886963
	Iteration 36Q: 3 clusters Score -1224854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1224859.125000 Penalty: 2779.886963
	Iteration 37Q: 3 clusters Score -1224859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1224862.625000 Penalty: 2779.886963
	Iteration 38Q: 3 clusters Score -1224863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1224872.500000 Penalty: 2779.886963
	Iteration 39Q: 3 clusters Score -1224872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1224881.875000 Penalty: 2779.886963
	Iteration 40F: 3 clusters Score -1224882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1224894.000000 Penalty: 2779.886963
	Iteration 41Q: 3 clusters Score -1224894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1224905.875000 Penalty: 2779.886963
	Iteration 42Q: 3 clusters Score -1224906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1224921.000000 Penalty: 2779.886963
	Iteration 43Q: 3 clusters Score -1224921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1224934.250000 Penalty: 2779.886963
	Iteration 44Q: 3 clusters Score -1224934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1224951.250000 Penalty: 2779.886963
	Iteration 45Q: 3 clusters Score -1224951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1224959.250000 Penalty: 2779.886963
	Iteration 46Q: 3 clusters Score -1224959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1224975.625000 Penalty: 2779.886963
	Iteration 47Q: 3 clusters Score -1224976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1224989.875000 Penalty: 2779.886963
	Iteration 48Q: 3 clusters Score -1224990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1225003.750000 Penalty: 2779.886963
	Iteration 49Q: 3 clusters Score -1225004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1225018.750000 Penalty: 2779.886963
	Iteration 50Q: 3 clusters Score -1225019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1225033.250000 Penalty: 2779.886963
	Iteration 51Q: 3 clusters Score -1225033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1225045.000000 Penalty: 2779.886963
	Iteration 52Q: 3 clusters Score -1225045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1225059.500000 Penalty: 2779.886963
	Iteration 53Q: 3 clusters Score -1225060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1225071.500000 Penalty: 2779.886963
	Iteration 54Q: 3 clusters Score -1225072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1225086.000000 Penalty: 2779.886963
	Iteration 55Q: 3 clusters Score -1225086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1225106.750000 Penalty: 2779.886963
	Iteration 56Q: 3 clusters Score -1225107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1225121.750000 Penalty: 2779.886963
	Iteration 57Q: 3 clusters Score -1225122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1225139.250000 Penalty: 2779.886963
	Iteration 58Q: 3 clusters Score -1225139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1225157.375000 Penalty: 2779.886963
	Iteration 59Q: 3 clusters Score -1225157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1225177.500000 Penalty: 2779.886963
	Iteration 60F: 3 clusters Score -1225178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1225191.625000 Penalty: 2779.886963
	Iteration 61Q: 3 clusters Score -1225192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1225206.500000 Penalty: 2779.886963
	Iteration 62Q: 3 clusters Score -1225206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1225223.750000 Penalty: 2779.886963
	Iteration 63Q: 3 clusters Score -1225224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1225235.875000 Penalty: 2779.886963
	Iteration 64Q: 3 clusters Score -1225236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1225247.625000 Penalty: 2779.886963
	Iteration 65Q: 3 clusters Score -1225248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1225252.500000 Penalty: 2779.886963
	Iteration 66Q: 3 clusters Score -1225252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1225255.250000 Penalty: 2779.886963
	Iteration 67Q: 3 clusters Score -1225255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1225260.125000 Penalty: 2779.886963
	Iteration 68Q: 3 clusters Score -1225260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1225267.625000 Penalty: 2779.886963
	Iteration 69Q: 3 clusters Score -1225268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1225276.625000 Penalty: 2779.886963
	Iteration 70Q: 3 clusters Score -1225277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1225279.750000 Penalty: 2779.886963
	Iteration 71Q: 3 clusters Score -1225280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1225290.625000 Penalty: 2779.886963
	Iteration 72Q: 3 clusters Score -1225291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1225298.375000 Penalty: 2779.886963
	Iteration 73Q: 3 clusters Score -1225298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1225306.500000 Penalty: 2779.886963
	Iteration 74Q: 3 clusters Score -1225306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1225310.000000 Penalty: 2779.886963
	Iteration 75Q: 3 clusters Score -1225310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1225314.375000 Penalty: 2779.886963
	Iteration 76Q: 3 clusters Score -1225314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1225316.875000 Penalty: 2779.886963
	Iteration 77Q: 3 clusters Score -1225317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1225323.500000 Penalty: 2779.886963
	Iteration 78Q: 3 clusters Score -1225324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1225333.000000 Penalty: 2779.886963
	Iteration 79Q: 3 clusters Score -1225333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1225335.625000 Penalty: 2779.886963
	Iteration 80F: 3 clusters Score -1225336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1225336.625000 Penalty: 2779.886963
	Iteration 81Q: 3 clusters Score -1225337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1225337.625000 Penalty: 2779.886963
	Iteration 82Q: 3 clusters Score -1225338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1225337.875000 Penalty: 2779.886963
	Iteration 83Q: 3 clusters Score -1225338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1225343.000000 Penalty: 2779.886963
	Iteration 84Q: 3 clusters Score -1225343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1225343.500000 Penalty: 2779.886963
	Iteration 85Q: 3 clusters Score -1225344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1225345.125000 Penalty: 2779.886963
	Iteration 86Q: 3 clusters Score -1225345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1225344.875000 Penalty: 2779.886963
	Iteration 87Q: 3 clusters Score -1225345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1225350.250000 Penalty: 2779.886963
	Iteration 88Q: 3 clusters Score -1225350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1225351.000000 Penalty: 2779.886963
	Iteration 89Q: 3 clusters Score -1225351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1225356.375000 Penalty: 2779.886963
	Iteration 90Q: 3 clusters Score -1225356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1225362.750000 Penalty: 2779.886963
	Iteration 91Q: 3 clusters Score -1225363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1225364.625000 Penalty: 2779.886963
	Iteration 92Q: 3 clusters Score -1225365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1225368.875000 Penalty: 2779.886963
	Iteration 93Q: 3 clusters Score -1225369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1225373.625000 Penalty: 2779.886963
	Iteration 94Q: 3 clusters Score -1225374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1225375.500000 Penalty: 2779.886963
	Iteration 95Q: 3 clusters Score -1225376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1225378.000000 Penalty: 2779.886963
	Iteration 96Q: 3 clusters Score -1225378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1225380.875000 Penalty: 2779.886963
	Iteration 97Q: 3 clusters Score -1225381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1225382.875000 Penalty: 2779.886963
	Iteration 98Q: 3 clusters Score -1225383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1225385.500000 Penalty: 2779.886963
	Iteration 99Q: 3 clusters Score -1225386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1225383.875000 Penalty: 2779.886963
	Iteration 100F: 3 clusters Score -1225384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1225387.125000 Penalty: 2779.886963
	Iteration 101Q: 3 clusters Score -1225387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1225386.000000 Penalty: 2779.886963
	Iteration 102Q: 3 clusters Score -1225386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1225386.000000 Penalty: 2779.886963
	Iteration 103F: 3 clusters Score -1225386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Entering Unmasked Estep 
Score: -4951509.000000 Penalty: 1584.975098
	Iteration 0F: 2 clusters Score -4951509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4923907.500000 Penalty: 3169.950195
	Iteration 0F: 3 clusters Score -4923908 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4934675.500000 Penalty: 3169.950195
	Iteration 1F: 3 clusters Score -4934676 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4935192.500000 Penalty: 3169.950195
	Iteration 2Q: 3 clusters Score -4935192 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4935677.000000 Penalty: 3169.950195
	Iteration 3Q: 3 clusters Score -4935677 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4936200.000000 Penalty: 3169.950195
	Iteration 4Q: 3 clusters Score -4936200 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4936728.500000 Penalty: 3169.950195
	Iteration 5Q: 3 clusters Score -4936728 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4937398.500000 Penalty: 3169.950195
	Iteration 6Q: 3 clusters Score -4937398 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4938277.500000 Penalty: 3169.950195
	Iteration 7Q: 3 clusters Score -4938278 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4939420.000000 Penalty: 3169.950195
	Iteration 8F: 3 clusters Score -4939420 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4941006.500000 Penalty: 3169.950195
	Iteration 9F: 3 clusters Score -4941006 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4942987.000000 Penalty: 3169.950195
	Iteration 10F: 3 clusters Score -4942987 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4945185.500000 Penalty: 3169.950195
	Iteration 11F: 3 clusters Score -4945186 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4947029.500000 Penalty: 3169.950195
	Iteration 12F: 3 clusters Score -4947030 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4948278.500000 Penalty: 3169.950195
	Iteration 13Q: 3 clusters Score -4948278 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4949065.000000 Penalty: 3169.950195
	Iteration 14Q: 3 clusters Score -4949065 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -4949533.500000 Penalty: 3169.950195
	Iteration 15Q: 3 clusters Score -4949534 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4949748.000000 Penalty: 3169.950195
	Iteration 16Q: 3 clusters Score -4949748 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4949871.000000 Penalty: 3169.950195
	Iteration 17Q: 3 clusters Score -4949871 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4949997.000000 Penalty: 3169.950195
	Iteration 18Q: 3 clusters Score -4949997 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -4950069.500000 Penalty: 3169.950195
	Iteration 19Q: 3 clusters Score -4950070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4950115.500000 Penalty: 3169.950195
	Iteration 20F: 3 clusters Score -4950116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -4950152.500000 Penalty: 3169.950195
	Iteration 21Q: 3 clusters Score -4950152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4950173.500000 Penalty: 3169.950195
	Iteration 22Q: 3 clusters Score -4950174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4950182.500000 Penalty: 3169.950195
	Iteration 23Q: 3 clusters Score -4950182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -4950191.000000 Penalty: 3169.950195
	Iteration 24Q: 3 clusters Score -4950191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4950203.000000 Penalty: 3169.950195
	Iteration 25Q: 3 clusters Score -4950203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -4950201.000000 Penalty: 3169.950195
	Iteration 26Q: 3 clusters Score -4950201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4950202.500000 Penalty: 3169.950195
	Iteration 27Q: 3 clusters Score -4950202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -4950199.500000 Penalty: 3169.950195
	Iteration 28Q: 3 clusters Score -4950200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -4950194.500000 Penalty: 3169.950195
	Iteration 29Q: 3 clusters Score -4950194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -4950201.500000 Penalty: 3169.950195
	Iteration 30Q: 3 clusters Score -4950202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -4950198.500000 Penalty: 3169.950195
	Iteration 31Q: 3 clusters Score -4950198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -4950203.000000 Penalty: 3169.950195
	Iteration 32Q: 3 clusters Score -4950203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -4950199.500000 Penalty: 3169.950195
	Iteration 33Q: 3 clusters Score -4950200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -4950197.500000 Penalty: 3169.950195
	Iteration 34Q: 3 clusters Score -4950198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -4950206.500000 Penalty: 3169.950195
	Iteration 35Q: 3 clusters Score -4950206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -4950212.000000 Penalty: 3169.950195
	Iteration 36Q: 3 clusters Score -4950212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4950212.500000 Penalty: 3169.950195
	Iteration 37Q: 3 clusters Score -4950212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4950215.000000 Penalty: 3169.950195
	Iteration 38Q: 3 clusters Score -4950215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -4950220.500000 Penalty: 3169.950195
	Iteration 39Q: 3 clusters Score -4950220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -4950219.500000 Penalty: 3169.950195
	Iteration 40F: 3 clusters Score -4950220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -4950231.500000 Penalty: 3169.950195
	Iteration 41Q: 3 clusters Score -4950232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4950232.500000 Penalty: 3169.950195
	Iteration 42Q: 3 clusters Score -4950232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4950235.500000 Penalty: 3169.950195
	Iteration 43Q: 3 clusters Score -4950236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -4950231.500000 Penalty: 3169.950195
	Iteration 44Q: 3 clusters Score -4950232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -4950235.500000 Penalty: 3169.950195
	Iteration 45Q: 3 clusters Score -4950236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -4950235.500000 Penalty: 3169.950195
	Iteration 46F: 3 clusters Score -4950236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (35590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Entering Unmasked Estep 
Score: -3929648.000000 Penalty: 1559.397339
	Iteration 0F: 2 clusters Score -3929648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3906440.500000 Penalty: 3118.794678
	Iteration 0F: 3 clusters Score -3906440 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3915538.750000 Penalty: 3118.794678
	Iteration 1F: 3 clusters Score -3915539 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3916336.000000 Penalty: 3118.794678
	Iteration 2F: 3 clusters Score -3916336 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3917261.500000 Penalty: 3118.794678
	Iteration 3F: 3 clusters Score -3917262 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3918405.000000 Penalty: 3118.794678
	Iteration 4F: 3 clusters Score -3918405 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3919863.000000 Penalty: 3118.794678
	Iteration 5F: 3 clusters Score -3919863 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3921568.250000 Penalty: 3118.794678
	Iteration 6F: 3 clusters Score -3921568 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3923187.000000 Penalty: 3118.794678
	Iteration 7F: 3 clusters Score -3923187 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3924614.000000 Penalty: 3118.794678
	Iteration 8F: 3 clusters Score -3924614 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3925606.750000 Penalty: 3118.794678
	Iteration 9Q: 3 clusters Score -3925607 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3926325.750000 Penalty: 3118.794678
	Iteration 10Q: 3 clusters Score -3926326 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3926884.000000 Penalty: 3118.794678
	Iteration 11Q: 3 clusters Score -3926884 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3927344.000000 Penalty: 3118.794678
	Iteration 12Q: 3 clusters Score -3927344 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3927667.500000 Penalty: 3118.794678
	Iteration 13Q: 3 clusters Score -3927668 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3927903.500000 Penalty: 3118.794678
	Iteration 14Q: 3 clusters Score -3927904 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3928112.000000 Penalty: 3118.794678
	Iteration 15Q: 3 clusters Score -3928112 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3928264.750000 Penalty: 3118.794678
	Iteration 16Q: 3 clusters Score -3928265 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3928406.500000 Penalty: 3118.794678
	Iteration 17Q: 3 clusters Score -3928406 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3928542.000000 Penalty: 3118.794678
	Iteration 18Q: 3 clusters Score -3928542 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3928640.750000 Penalty: 3118.794678
	Iteration 19Q: 3 clusters Score -3928641 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3928742.750000 Penalty: 3118.794678
	Iteration 20F: 3 clusters Score -3928743 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3928795.500000 Penalty: 3118.794678
	Iteration 21Q: 3 clusters Score -3928796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3928850.000000 Penalty: 3118.794678
	Iteration 22Q: 3 clusters Score -3928850 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3928893.500000 Penalty: 3118.794678
	Iteration 23Q: 3 clusters Score -3928894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3928931.500000 Penalty: 3118.794678
	Iteration 24Q: 3 clusters Score -3928932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3928961.750000 Penalty: 3118.794678
	Iteration 25Q: 3 clusters Score -3928962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3928981.500000 Penalty: 3118.794678
	Iteration 26Q: 3 clusters Score -3928982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3928998.500000 Penalty: 3118.794678
	Iteration 27Q: 3 clusters Score -3928998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3929016.750000 Penalty: 3118.794678
	Iteration 28Q: 3 clusters Score -3929017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3929029.500000 Penalty: 3118.794678
	Iteration 29Q: 3 clusters Score -3929030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3929028.750000 Penalty: 3118.794678
	Iteration 30Q: 3 clusters Score -3929029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3929042.250000 Penalty: 3118.794678
	Iteration 31Q: 3 clusters Score -3929042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3929047.250000 Penalty: 3118.794678
	Iteration 32Q: 3 clusters Score -3929047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3929059.250000 Penalty: 3118.794678
	Iteration 33Q: 3 clusters Score -3929059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3929068.000000 Penalty: 3118.794678
	Iteration 34Q: 3 clusters Score -3929068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3929077.250000 Penalty: 3118.794678
	Iteration 35Q: 3 clusters Score -3929077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3929077.500000 Penalty: 3118.794678
	Iteration 36Q: 3 clusters Score -3929078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3929081.750000 Penalty: 3118.794678
	Iteration 37Q: 3 clusters Score -3929082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3929080.500000 Penalty: 3118.794678
	Iteration 38Q: 3 clusters Score -3929080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3929091.750000 Penalty: 3118.794678
	Iteration 39Q: 3 clusters Score -3929092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3929089.750000 Penalty: 3118.794678
	Iteration 40F: 3 clusters Score -3929090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3929084.750000 Penalty: 3118.794678
	Iteration 41Q: 3 clusters Score -3929085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3929089.500000 Penalty: 3118.794678
	Iteration 42Q: 3 clusters Score -3929090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3929091.750000 Penalty: 3118.794678
	Iteration 43Q: 3 clusters Score -3929092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3929098.000000 Penalty: 3118.794678
	Iteration 44Q: 3 clusters Score -3929098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3929097.250000 Penalty: 3118.794678
	Iteration 45Q: 3 clusters Score -3929097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3929096.000000 Penalty: 3118.794678
	Iteration 46Q: 3 clusters Score -3929096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3929093.250000 Penalty: 3118.794678
	Iteration 47Q: 3 clusters Score -3929093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3929091.750000 Penalty: 3118.794678
	Iteration 48Q: 3 clusters Score -3929092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3929096.000000 Penalty: 3118.794678
	Iteration 49Q: 3 clusters Score -3929096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3929095.500000 Penalty: 3118.794678
	Iteration 50Q: 3 clusters Score -3929096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3929096.750000 Penalty: 3118.794678
	Iteration 51Q: 3 clusters Score -3929097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3929099.000000 Penalty: 3118.794678
	Iteration 52Q: 3 clusters Score -3929099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3929097.250000 Penalty: 3118.794678
	Iteration 53Q: 3 clusters Score -3929097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3929097.000000 Penalty: 3118.794678
	Iteration 54Q: 3 clusters Score -3929097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3929097.000000 Penalty: 3118.794678
	Iteration 55F: 3 clusters Score -3929097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -909273.437500 Penalty: 1341.548706
	Iteration 0F: 2 clusters Score -909273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -903581.750000 Penalty: 2683.097412
	Iteration 0F: 3 clusters Score -903581.8 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -905443.062500 Penalty: 2683.097412
	Iteration 1F: 3 clusters Score -905443.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -905751.687500 Penalty: 2683.097412
	Iteration 2F: 3 clusters Score -905751.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -905996.187500 Penalty: 2683.097412
	Iteration 3F: 3 clusters Score -905996.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -906200.687500 Penalty: 2683.097412
	Iteration 4Q: 3 clusters Score -906200.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -906368.937500 Penalty: 2683.097412
	Iteration 5Q: 3 clusters Score -906368.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -906495.375000 Penalty: 2683.097412
	Iteration 6Q: 3 clusters Score -906495.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -906611.875000 Penalty: 2683.097412
	Iteration 7Q: 3 clusters Score -906611.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -906732.875000 Penalty: 2683.097412
	Iteration 8Q: 3 clusters Score -906732.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -906824.812500 Penalty: 2683.097412
	Iteration 9Q: 3 clusters Score -906824.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -906896.750000 Penalty: 2683.097412
	Iteration 10Q: 3 clusters Score -906896.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -906957.125000 Penalty: 2683.097412
	Iteration 11Q: 3 clusters Score -906957.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -907023.687500 Penalty: 2683.097412
	Iteration 12Q: 3 clusters Score -907023.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -907104.437500 Penalty: 2683.097412
	Iteration 13Q: 3 clusters Score -907104.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -907192.250000 Penalty: 2683.097412
	Iteration 14Q: 3 clusters Score -907192.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -907292.000000 Penalty: 2683.097412
	Iteration 15Q: 3 clusters Score -907292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -907376.187500 Penalty: 2683.097412
	Iteration 16Q: 3 clusters Score -907376.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -907455.875000 Penalty: 2683.097412
	Iteration 17Q: 3 clusters Score -907455.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -907540.562500 Penalty: 2683.097412
	Iteration 18Q: 3 clusters Score -907540.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -907625.562500 Penalty: 2683.097412
	Iteration 19Q: 3 clusters Score -907625.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -907689.750000 Penalty: 2683.097412
	Iteration 20F: 3 clusters Score -907689.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -907737.437500 Penalty: 2683.097412
	Iteration 21Q: 3 clusters Score -907737.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -907776.562500 Penalty: 2683.097412
	Iteration 22Q: 3 clusters Score -907776.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -907809.625000 Penalty: 2683.097412
	Iteration 23Q: 3 clusters Score -907809.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -907831.750000 Penalty: 2683.097412
	Iteration 24Q: 3 clusters Score -907831.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -907857.812500 Penalty: 2683.097412
	Iteration 25Q: 3 clusters Score -907857.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -907880.812500 Penalty: 2683.097412
	Iteration 26Q: 3 clusters Score -907880.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -907900.437500 Penalty: 2683.097412
	Iteration 27Q: 3 clusters Score -907900.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -907928.312500 Penalty: 2683.097412
	Iteration 28Q: 3 clusters Score -907928.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -907953.250000 Penalty: 2683.097412
	Iteration 29Q: 3 clusters Score -907953.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -907970.375000 Penalty: 2683.097412
	Iteration 30Q: 3 clusters Score -907970.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -907982.625000 Penalty: 2683.097412
	Iteration 31Q: 3 clusters Score -907982.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -907991.937500 Penalty: 2683.097412
	Iteration 32Q: 3 clusters Score -907991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -908001.312500 Penalty: 2683.097412
	Iteration 33Q: 3 clusters Score -908001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -908012.187500 Penalty: 2683.097412
	Iteration 34Q: 3 clusters Score -908012.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -908018.875000 Penalty: 2683.097412
	Iteration 35Q: 3 clusters Score -908018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -908025.625000 Penalty: 2683.097412
	Iteration 36Q: 3 clusters Score -908025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -908030.000000 Penalty: 2683.097412
	Iteration 37Q: 3 clusters Score -908030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -908033.250000 Penalty: 2683.097412
	Iteration 38Q: 3 clusters Score -908033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -908035.312500 Penalty: 2683.097412
	Iteration 39Q: 3 clusters Score -908035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -908037.687500 Penalty: 2683.097412
	Iteration 40F: 3 clusters Score -908037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -908042.250000 Penalty: 2683.097412
	Iteration 41Q: 3 clusters Score -908042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -908042.500000 Penalty: 2683.097412
	Iteration 42Q: 3 clusters Score -908042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -908042.437500 Penalty: 2683.097412
	Iteration 43Q: 3 clusters Score -908042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -908043.500000 Penalty: 2683.097412
	Iteration 44Q: 3 clusters Score -908043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -908044.812500 Penalty: 2683.097412
	Iteration 45Q: 3 clusters Score -908044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -908045.937500 Penalty: 2683.097412
	Iteration 46Q: 3 clusters Score -908045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -908046.687500 Penalty: 2683.097412
	Iteration 47Q: 3 clusters Score -908046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -908049.125000 Penalty: 2683.097412
	Iteration 48Q: 3 clusters Score -908049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -908052.375000 Penalty: 2683.097412
	Iteration 49Q: 3 clusters Score -908052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -908051.812500 Penalty: 2683.097412
	Iteration 50Q: 3 clusters Score -908051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -908052.750000 Penalty: 2683.097412
	Iteration 51Q: 3 clusters Score -908052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -908052.125000 Penalty: 2683.097412
	Iteration 52Q: 3 clusters Score -908052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -908053.875000 Penalty: 2683.097412
	Iteration 53Q: 3 clusters Score -908053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -908055.375000 Penalty: 2683.097412
	Iteration 54Q: 3 clusters Score -908055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -908053.125000 Penalty: 2683.097412
	Iteration 55Q: 3 clusters Score -908053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -908053.125000 Penalty: 2683.097412
	Iteration 56F: 3 clusters Score -908053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Entering Unmasked Estep 
Score: -5651150.000000 Penalty: 1611.319214
	Iteration 0F: 2 clusters Score -5651150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5618347.500000 Penalty: 3222.638428
	Iteration 0F: 3 clusters Score -5618348 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5631424.500000 Penalty: 3222.638428
	Iteration 1F: 3 clusters Score -5631424 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5632034.500000 Penalty: 3222.638428
	Iteration 2Q: 3 clusters Score -5632034 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5632686.500000 Penalty: 3222.638428
	Iteration 3Q: 3 clusters Score -5632686 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5633365.000000 Penalty: 3222.638428
	Iteration 4Q: 3 clusters Score -5633365 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5634291.500000 Penalty: 3222.638428
	Iteration 5Q: 3 clusters Score -5634292 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5635537.000000 Penalty: 3222.638428
	Iteration 6Q: 3 clusters Score -5635537 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -5637248.500000 Penalty: 3222.638428
	Iteration 7F: 3 clusters Score -5637248 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5639356.000000 Penalty: 3222.638428
	Iteration 8F: 3 clusters Score -5639356 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -5641582.500000 Penalty: 3222.638428
	Iteration 9F: 3 clusters Score -5641582 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5643522.000000 Penalty: 3222.638428
	Iteration 10Q: 3 clusters Score -5643522 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5644999.000000 Penalty: 3222.638428
	Iteration 11Q: 3 clusters Score -5644999 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5645960.500000 Penalty: 3222.638428
	Iteration 12Q: 3 clusters Score -5645960 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -5646571.000000 Penalty: 3222.638428
	Iteration 13Q: 3 clusters Score -5646571 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5647007.000000 Penalty: 3222.638428
	Iteration 14Q: 3 clusters Score -5647007 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5647288.500000 Penalty: 3222.638428
	Iteration 15Q: 3 clusters Score -5647288 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5647562.000000 Penalty: 3222.638428
	Iteration 16Q: 3 clusters Score -5647562 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5647795.500000 Penalty: 3222.638428
	Iteration 17Q: 3 clusters Score -5647796 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5648062.000000 Penalty: 3222.638428
	Iteration 18Q: 3 clusters Score -5648062 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5648324.500000 Penalty: 3222.638428
	Iteration 19Q: 3 clusters Score -5648324 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5648574.500000 Penalty: 3222.638428
	Iteration 20F: 3 clusters Score -5648574 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5648798.000000 Penalty: 3222.638428
	Iteration 21Q: 3 clusters Score -5648798 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5649004.500000 Penalty: 3222.638428
	Iteration 22Q: 3 clusters Score -5649004 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5649160.000000 Penalty: 3222.638428
	Iteration 23Q: 3 clusters Score -5649160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5649287.500000 Penalty: 3222.638428
	Iteration 24Q: 3 clusters Score -5649288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5649427.500000 Penalty: 3222.638428
	Iteration 25Q: 3 clusters Score -5649428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5649530.500000 Penalty: 3222.638428
	Iteration 26Q: 3 clusters Score -5649530 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5649614.000000 Penalty: 3222.638428
	Iteration 27Q: 3 clusters Score -5649614 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5649656.500000 Penalty: 3222.638428
	Iteration 28Q: 3 clusters Score -5649656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5649683.500000 Penalty: 3222.638428
	Iteration 29Q: 3 clusters Score -5649684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5649732.000000 Penalty: 3222.638428
	Iteration 30Q: 3 clusters Score -5649732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5649776.000000 Penalty: 3222.638428
	Iteration 31Q: 3 clusters Score -5649776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5649817.000000 Penalty: 3222.638428
	Iteration 32Q: 3 clusters Score -5649817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5649836.000000 Penalty: 3222.638428
	Iteration 33Q: 3 clusters Score -5649836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5649847.000000 Penalty: 3222.638428
	Iteration 34Q: 3 clusters Score -5649847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5649861.500000 Penalty: 3222.638428
	Iteration 35Q: 3 clusters Score -5649862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5649876.500000 Penalty: 3222.638428
	Iteration 36Q: 3 clusters Score -5649876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5649877.500000 Penalty: 3222.638428
	Iteration 37Q: 3 clusters Score -5649878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5649886.500000 Penalty: 3222.638428
	Iteration 38Q: 3 clusters Score -5649886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5649895.500000 Penalty: 3222.638428
	Iteration 39Q: 3 clusters Score -5649896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5649901.500000 Penalty: 3222.638428
	Iteration 40F: 3 clusters Score -5649902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5649904.500000 Penalty: 3222.638428
	Iteration 41Q: 3 clusters Score -5649904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5649906.000000 Penalty: 3222.638428
	Iteration 42Q: 3 clusters Score -5649906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5649909.500000 Penalty: 3222.638428
	Iteration 43Q: 3 clusters Score -5649910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5649915.500000 Penalty: 3222.638428
	Iteration 44Q: 3 clusters Score -5649916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5649916.500000 Penalty: 3222.638428
	Iteration 45Q: 3 clusters Score -5649916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5649916.500000 Penalty: 3222.638428
	Iteration 46Q: 3 clusters Score -5649916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5649914.500000 Penalty: 3222.638428
	Iteration 47Q: 3 clusters Score -5649914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5649915.000000 Penalty: 3222.638428
	Iteration 48Q: 3 clusters Score -5649915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5649916.500000 Penalty: 3222.638428
	Iteration 49Q: 3 clusters Score -5649916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5649918.500000 Penalty: 3222.638428
	Iteration 50Q: 3 clusters Score -5649918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5649917.500000 Penalty: 3222.638428
	Iteration 51Q: 3 clusters Score -5649918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5649922.000000 Penalty: 3222.638428
	Iteration 52Q: 3 clusters Score -5649922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5649917.500000 Penalty: 3222.638428
	Iteration 53Q: 3 clusters Score -5649918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5649919.500000 Penalty: 3222.638428
	Iteration 54Q: 3 clusters Score -5649920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5649925.500000 Penalty: 3222.638428
	Iteration 55Q: 3 clusters Score -5649926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5649925.500000 Penalty: 3222.638428
	Iteration 56F: 3 clusters Score -5649926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Entering Unmasked Estep 
Score: -2627709.750000 Penalty: 1490.515625
	Iteration 0F: 2 clusters Score -2627710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2613080.750000 Penalty: 2981.031250
	Iteration 0F: 3 clusters Score -2613081 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2618326.250000 Penalty: 2981.031250
	Iteration 1F: 3 clusters Score -2618326 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2618708.000000 Penalty: 2981.031250
	Iteration 2F: 3 clusters Score -2618708 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2619054.500000 Penalty: 2981.031250
	Iteration 3Q: 3 clusters Score -2619054 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2619377.000000 Penalty: 2981.031250
	Iteration 4Q: 3 clusters Score -2619377 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2619691.250000 Penalty: 2981.031250
	Iteration 5Q: 3 clusters Score -2619691 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2620067.250000 Penalty: 2981.031250
	Iteration 6Q: 3 clusters Score -2620067 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2620601.000000 Penalty: 2981.031250
	Iteration 7Q: 3 clusters Score -2620601 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2621367.250000 Penalty: 2981.031250
	Iteration 8F: 3 clusters Score -2621367 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2622416.500000 Penalty: 2981.031250
	Iteration 9F: 3 clusters Score -2622416 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2623686.000000 Penalty: 2981.031250
	Iteration 10F: 3 clusters Score -2623686 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2624777.500000 Penalty: 2981.031250
	Iteration 11F: 3 clusters Score -2624778 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2625515.500000 Penalty: 2981.031250
	Iteration 12Q: 3 clusters Score -2625516 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2625992.750000 Penalty: 2981.031250
	Iteration 13Q: 3 clusters Score -2625993 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2626219.750000 Penalty: 2981.031250
	Iteration 14Q: 3 clusters Score -2626220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2626325.750000 Penalty: 2981.031250
	Iteration 15Q: 3 clusters Score -2626326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2626390.000000 Penalty: 2981.031250
	Iteration 16Q: 3 clusters Score -2626390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2626433.500000 Penalty: 2981.031250
	Iteration 17Q: 3 clusters Score -2626434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2626456.250000 Penalty: 2981.031250
	Iteration 18Q: 3 clusters Score -2626456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2626476.500000 Penalty: 2981.031250
	Iteration 19Q: 3 clusters Score -2626476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2626487.750000 Penalty: 2981.031250
	Iteration 20F: 3 clusters Score -2626488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2626496.750000 Penalty: 2981.031250
	Iteration 21Q: 3 clusters Score -2626497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2626499.750000 Penalty: 2981.031250
	Iteration 22Q: 3 clusters Score -2626500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2626504.750000 Penalty: 2981.031250
	Iteration 23Q: 3 clusters Score -2626505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2626506.500000 Penalty: 2981.031250
	Iteration 24Q: 3 clusters Score -2626506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2626508.750000 Penalty: 2981.031250
	Iteration 25Q: 3 clusters Score -2626509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2626513.250000 Penalty: 2981.031250
	Iteration 26Q: 3 clusters Score -2626513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2626513.250000 Penalty: 2981.031250
	Iteration 27F: 3 clusters Score -2626513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Entering Unmasked Estep 
Score: -1587057.625000 Penalty: 1429.196045
	Iteration 0F: 2 clusters Score -1587058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1577307.000000 Penalty: 2858.392090
	Iteration 0F: 3 clusters Score -1577307 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1580782.125000 Penalty: 2858.392090
	Iteration 1F: 3 clusters Score -1580782 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1581124.750000 Penalty: 2858.392090
	Iteration 2F: 3 clusters Score -1581125 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1581399.750000 Penalty: 2858.392090
	Iteration 3Q: 3 clusters Score -1581400 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1581637.500000 Penalty: 2858.392090
	Iteration 4Q: 3 clusters Score -1581638 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1581894.750000 Penalty: 2858.392090
	Iteration 5Q: 3 clusters Score -1581895 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1582200.750000 Penalty: 2858.392090
	Iteration 6Q: 3 clusters Score -1582201 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1582645.375000 Penalty: 2858.392090
	Iteration 7Q: 3 clusters Score -1582645 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1583184.250000 Penalty: 2858.392090
	Iteration 8Q: 3 clusters Score -1583184 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1583760.125000 Penalty: 2858.392090
	Iteration 9Q: 3 clusters Score -1583760 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1584269.250000 Penalty: 2858.392090
	Iteration 10Q: 3 clusters Score -1584269 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1584720.125000 Penalty: 2858.392090
	Iteration 11Q: 3 clusters Score -1584720 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1585066.375000 Penalty: 2858.392090
	Iteration 12Q: 3 clusters Score -1585066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1585339.875000 Penalty: 2858.392090
	Iteration 13Q: 3 clusters Score -1585340 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1585516.125000 Penalty: 2858.392090
	Iteration 14Q: 3 clusters Score -1585516 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1585665.500000 Penalty: 2858.392090
	Iteration 15Q: 3 clusters Score -1585666 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1585772.625000 Penalty: 2858.392090
	Iteration 16Q: 3 clusters Score -1585773 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1585862.375000 Penalty: 2858.392090
	Iteration 17Q: 3 clusters Score -1585862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1585916.250000 Penalty: 2858.392090
	Iteration 18Q: 3 clusters Score -1585916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1585955.000000 Penalty: 2858.392090
	Iteration 19Q: 3 clusters Score -1585955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1585995.625000 Penalty: 2858.392090
	Iteration 20F: 3 clusters Score -1585996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1586041.750000 Penalty: 2858.392090
	Iteration 21Q: 3 clusters Score -1586042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1586078.250000 Penalty: 2858.392090
	Iteration 22Q: 3 clusters Score -1586078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1586105.250000 Penalty: 2858.392090
	Iteration 23Q: 3 clusters Score -1586105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1586127.125000 Penalty: 2858.392090
	Iteration 24Q: 3 clusters Score -1586127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1586139.750000 Penalty: 2858.392090
	Iteration 25Q: 3 clusters Score -1586140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1586154.625000 Penalty: 2858.392090
	Iteration 26Q: 3 clusters Score -1586155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1586164.000000 Penalty: 2858.392090
	Iteration 27Q: 3 clusters Score -1586164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1586173.750000 Penalty: 2858.392090
	Iteration 28Q: 3 clusters Score -1586174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1586182.875000 Penalty: 2858.392090
	Iteration 29Q: 3 clusters Score -1586183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1586185.375000 Penalty: 2858.392090
	Iteration 30Q: 3 clusters Score -1586185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1586192.750000 Penalty: 2858.392090
	Iteration 31Q: 3 clusters Score -1586193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1586193.125000 Penalty: 2858.392090
	Iteration 32Q: 3 clusters Score -1586193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1586199.625000 Penalty: 2858.392090
	Iteration 33Q: 3 clusters Score -1586200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1586204.375000 Penalty: 2858.392090
	Iteration 34Q: 3 clusters Score -1586204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1586209.750000 Penalty: 2858.392090
	Iteration 35Q: 3 clusters Score -1586210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1586215.500000 Penalty: 2858.392090
	Iteration 36Q: 3 clusters Score -1586216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1586222.750000 Penalty: 2858.392090
	Iteration 37Q: 3 clusters Score -1586223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1586228.000000 Penalty: 2858.392090
	Iteration 38Q: 3 clusters Score -1586228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1586229.625000 Penalty: 2858.392090
	Iteration 39Q: 3 clusters Score -1586230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1586230.625000 Penalty: 2858.392090
	Iteration 40F: 3 clusters Score -1586231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1586231.500000 Penalty: 2858.392090
	Iteration 41Q: 3 clusters Score -1586232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1586233.500000 Penalty: 2858.392090
	Iteration 42Q: 3 clusters Score -1586234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1586235.500000 Penalty: 2858.392090
	Iteration 43Q: 3 clusters Score -1586236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1586239.125000 Penalty: 2858.392090
	Iteration 44Q: 3 clusters Score -1586239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1586239.125000 Penalty: 2858.392090
	Iteration 45F: 3 clusters Score -1586239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -293935.156250 Penalty: 1175.559570
	Iteration 0F: 2 clusters Score -293935.2 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 1375 members 
Entering Unmasked Estep 
Score: -291661.937500 Penalty: 2351.119141
	Iteration 0F: 3 clusters Score -291661.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -292242.187500 Penalty: 2351.119141
	Iteration 1F: 3 clusters Score -292242.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -292403.750000 Penalty: 2351.119141
	Iteration 2F: 3 clusters Score -292403.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -292500.687500 Penalty: 2351.119141
	Iteration 3Q: 3 clusters Score -292500.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -292571.593750 Penalty: 2351.119141
	Iteration 4Q: 3 clusters Score -292571.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -292618.031250 Penalty: 2351.119141
	Iteration 5Q: 3 clusters Score -292618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -292656.375000 Penalty: 2351.119141
	Iteration 6Q: 3 clusters Score -292656.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -292690.625000 Penalty: 2351.119141
	Iteration 7Q: 3 clusters Score -292690.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -292708.843750 Penalty: 2351.119141
	Iteration 8Q: 3 clusters Score -292708.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -292725.093750 Penalty: 2351.119141
	Iteration 9Q: 3 clusters Score -292725.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -292747.843750 Penalty: 2351.119141
	Iteration 10Q: 3 clusters Score -292747.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -292772.625000 Penalty: 2351.119141
	Iteration 11Q: 3 clusters Score -292772.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -292792.437500 Penalty: 2351.119141
	Iteration 12Q: 3 clusters Score -292792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -292806.906250 Penalty: 2351.119141
	Iteration 13Q: 3 clusters Score -292806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -292821.687500 Penalty: 2351.119141
	Iteration 14Q: 3 clusters Score -292821.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -292834.375000 Penalty: 2351.119141
	Iteration 15Q: 3 clusters Score -292834.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -292844.281250 Penalty: 2351.119141
	Iteration 16Q: 3 clusters Score -292844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -292847.625000 Penalty: 2351.119141
	Iteration 17Q: 3 clusters Score -292847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -292851.687500 Penalty: 2351.119141
	Iteration 18Q: 3 clusters Score -292851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -292855.500000 Penalty: 2351.119141
	Iteration 19Q: 3 clusters Score -292855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292858.500000 Penalty: 2351.119141
	Iteration 20F: 3 clusters Score -292858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -292861.218750 Penalty: 2351.119141
	Iteration 21Q: 3 clusters Score -292861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -292861.843750 Penalty: 2351.119141
	Iteration 22Q: 3 clusters Score -292861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -292862.625000 Penalty: 2351.119141
	Iteration 23Q: 3 clusters Score -292862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -292864.375000 Penalty: 2351.119141
	Iteration 24Q: 3 clusters Score -292864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -292864.562500 Penalty: 2351.119141
	Iteration 25Q: 3 clusters Score -292864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -292865.156250 Penalty: 2351.119141
	Iteration 26Q: 3 clusters Score -292865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -292865.156250 Penalty: 2351.119141
	Iteration 27F: 3 clusters Score -292865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -682813.437500 Penalty: 1311.991821
	Iteration 0F: 2 clusters Score -682813.4 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 3432 members 
Entering Unmasked Estep 
Score: -678093.687500 Penalty: 2623.983643
	Iteration 0F: 3 clusters Score -678093.7 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -679676.812500 Penalty: 2623.983643
	Iteration 1F: 3 clusters Score -679676.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -680040.125000 Penalty: 2623.983643
	Iteration 2F: 3 clusters Score -680040.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -680305.437500 Penalty: 2623.983643
	Iteration 3F: 3 clusters Score -680305.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -680500.500000 Penalty: 2623.983643
	Iteration 4Q: 3 clusters Score -680500.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -680676.625000 Penalty: 2623.983643
	Iteration 5Q: 3 clusters Score -680676.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -680822.625000 Penalty: 2623.983643
	Iteration 6Q: 3 clusters Score -680822.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -680977.687500 Penalty: 2623.983643
	Iteration 7Q: 3 clusters Score -680977.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -681138.812500 Penalty: 2623.983643
	Iteration 8Q: 3 clusters Score -681138.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -681286.250000 Penalty: 2623.983643
	Iteration 9Q: 3 clusters Score -681286.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -681402.062500 Penalty: 2623.983643
	Iteration 10Q: 3 clusters Score -681402.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -681507.500000 Penalty: 2623.983643
	Iteration 11Q: 3 clusters Score -681507.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -681591.125000 Penalty: 2623.983643
	Iteration 12Q: 3 clusters Score -681591.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -681657.687500 Penalty: 2623.983643
	Iteration 13Q: 3 clusters Score -681657.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -681716.875000 Penalty: 2623.983643
	Iteration 14Q: 3 clusters Score -681716.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -681763.500000 Penalty: 2623.983643
	Iteration 15Q: 3 clusters Score -681763.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -681802.062500 Penalty: 2623.983643
	Iteration 16Q: 3 clusters Score -681802.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -681825.437500 Penalty: 2623.983643
	Iteration 17Q: 3 clusters Score -681825.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -681843.250000 Penalty: 2623.983643
	Iteration 18Q: 3 clusters Score -681843.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -681856.937500 Penalty: 2623.983643
	Iteration 19Q: 3 clusters Score -681856.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -681872.250000 Penalty: 2623.983643
	Iteration 20F: 3 clusters Score -681872.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -681886.687500 Penalty: 2623.983643
	Iteration 21Q: 3 clusters Score -681886.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -681901.250000 Penalty: 2623.983643
	Iteration 22Q: 3 clusters Score -681901.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -681912.125000 Penalty: 2623.983643
	Iteration 23Q: 3 clusters Score -681912.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -681923.437500 Penalty: 2623.983643
	Iteration 24Q: 3 clusters Score -681923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -681928.437500 Penalty: 2623.983643
	Iteration 25Q: 3 clusters Score -681928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -681932.187500 Penalty: 2623.983643
	Iteration 26Q: 3 clusters Score -681932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -681937.187500 Penalty: 2623.983643
	Iteration 27Q: 3 clusters Score -681937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -681939.562500 Penalty: 2623.983643
	Iteration 28Q: 3 clusters Score -681939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -681945.125000 Penalty: 2623.983643
	Iteration 29Q: 3 clusters Score -681945.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -681951.812500 Penalty: 2623.983643
	Iteration 30Q: 3 clusters Score -681951.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -681958.000000 Penalty: 2623.983643
	Iteration 31Q: 3 clusters Score -681958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -681962.187500 Penalty: 2623.983643
	Iteration 32Q: 3 clusters Score -681962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -681961.500000 Penalty: 2623.983643
	Iteration 33Q: 3 clusters Score -681961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -681963.937500 Penalty: 2623.983643
	Iteration 34Q: 3 clusters Score -681963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -681963.937500 Penalty: 2623.983643
	Iteration 35F: 3 clusters Score -681963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -754806.687500 Penalty: 1310.596313
	Iteration 0F: 2 clusters Score -754806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -750077.625000 Penalty: 2621.192627
	Iteration 0F: 3 clusters Score -750077.6 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -751530.187500 Penalty: 2621.192627
	Iteration 1F: 3 clusters Score -751530.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -751817.500000 Penalty: 2621.192627
	Iteration 2F: 3 clusters Score -751817.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -752055.750000 Penalty: 2621.192627
	Iteration 3F: 3 clusters Score -752055.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -752255.375000 Penalty: 2621.192627
	Iteration 4Q: 3 clusters Score -752255.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -752434.375000 Penalty: 2621.192627
	Iteration 5Q: 3 clusters Score -752434.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -752597.062500 Penalty: 2621.192627
	Iteration 6Q: 3 clusters Score -752597.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -752742.750000 Penalty: 2621.192627
	Iteration 7Q: 3 clusters Score -752742.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -752869.500000 Penalty: 2621.192627
	Iteration 8Q: 3 clusters Score -752869.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -752984.062500 Penalty: 2621.192627
	Iteration 9Q: 3 clusters Score -752984.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -753089.000000 Penalty: 2621.192627
	Iteration 10Q: 3 clusters Score -753089 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -753194.937500 Penalty: 2621.192627
	Iteration 11Q: 3 clusters Score -753194.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -753276.062500 Penalty: 2621.192627
	Iteration 12Q: 3 clusters Score -753276.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -753351.625000 Penalty: 2621.192627
	Iteration 13Q: 3 clusters Score -753351.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -753426.875000 Penalty: 2621.192627
	Iteration 14Q: 3 clusters Score -753426.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -753498.375000 Penalty: 2621.192627
	Iteration 15Q: 3 clusters Score -753498.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -753553.562500 Penalty: 2621.192627
	Iteration 16Q: 3 clusters Score -753553.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -753605.437500 Penalty: 2621.192627
	Iteration 17Q: 3 clusters Score -753605.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -753661.500000 Penalty: 2621.192627
	Iteration 18Q: 3 clusters Score -753661.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -753701.937500 Penalty: 2621.192627
	Iteration 19Q: 3 clusters Score -753701.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -753730.625000 Penalty: 2621.192627
	Iteration 20F: 3 clusters Score -753730.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -753752.562500 Penalty: 2621.192627
	Iteration 21Q: 3 clusters Score -753752.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -753776.125000 Penalty: 2621.192627
	Iteration 22Q: 3 clusters Score -753776.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -753790.812500 Penalty: 2621.192627
	Iteration 23Q: 3 clusters Score -753790.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -753797.062500 Penalty: 2621.192627
	Iteration 24Q: 3 clusters Score -753797.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -753802.750000 Penalty: 2621.192627
	Iteration 25Q: 3 clusters Score -753802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -753810.937500 Penalty: 2621.192627
	Iteration 26Q: 3 clusters Score -753810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -753814.437500 Penalty: 2621.192627
	Iteration 27Q: 3 clusters Score -753814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -753820.937500 Penalty: 2621.192627
	Iteration 28Q: 3 clusters Score -753820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -753826.562500 Penalty: 2621.192627
	Iteration 29Q: 3 clusters Score -753826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -753827.875000 Penalty: 2621.192627
	Iteration 30Q: 3 clusters Score -753827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -753830.625000 Penalty: 2621.192627
	Iteration 31Q: 3 clusters Score -753830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -753834.625000 Penalty: 2621.192627
	Iteration 32Q: 3 clusters Score -753834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -753840.500000 Penalty: 2621.192627
	Iteration 33Q: 3 clusters Score -753840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -753841.687500 Penalty: 2621.192627
	Iteration 34Q: 3 clusters Score -753841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -753844.312500 Penalty: 2621.192627
	Iteration 35Q: 3 clusters Score -753844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -753846.375000 Penalty: 2621.192627
	Iteration 36Q: 3 clusters Score -753846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -753848.000000 Penalty: 2621.192627
	Iteration 37Q: 3 clusters Score -753848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -753848.937500 Penalty: 2621.192627
	Iteration 38Q: 3 clusters Score -753848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -753848.875000 Penalty: 2621.192627
	Iteration 39Q: 3 clusters Score -753848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -753848.875000 Penalty: 2621.192627
	Iteration 40F: 3 clusters Score -753848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -13330.030273 Penalty: 788.389648
	Iteration 0F: 2 clusters Score -13330.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12788.701172 Penalty: 1576.779297
	Iteration 0F: 3 clusters Score -12788.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12883.884766 Penalty: 1576.779297
	Iteration 1F: 3 clusters Score -12883.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12905.316406 Penalty: 1576.779297
	Iteration 2Q: 3 clusters Score -12905.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12927.996094 Penalty: 1576.779297
	Iteration 3Q: 3 clusters Score -12928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12935.996094 Penalty: 1576.779297
	Iteration 4Q: 3 clusters Score -12936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12944.572266 Penalty: 1576.779297
	Iteration 5Q: 3 clusters Score -12944.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12951.223633 Penalty: 1576.779297
	Iteration 6Q: 3 clusters Score -12951.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12953.685547 Penalty: 1576.779297
	Iteration 7Q: 3 clusters Score -12953.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12953.685547 Penalty: 1576.779297
	Iteration 8F: 3 clusters Score -12953.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (45809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Entering Unmasked Estep 
Score: -5335469.000000 Penalty: 1596.956787
	Iteration 0F: 2 clusters Score -5335469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5305687.500000 Penalty: 3193.913574
	Iteration 0F: 3 clusters Score -5305688 nChanged 21113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5317478.000000 Penalty: 3193.913574
	Iteration 1F: 3 clusters Score -5317478 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5318189.000000 Penalty: 3193.913574
	Iteration 2Q: 3 clusters Score -5318189 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5318967.000000 Penalty: 3193.913574
	Iteration 3Q: 3 clusters Score -5318967 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5319598.000000 Penalty: 3193.913574
	Iteration 4Q: 3 clusters Score -5319598 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5320328.000000 Penalty: 3193.913574
	Iteration 5Q: 3 clusters Score -5320328 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -5320970.000000 Penalty: 3193.913574
	Iteration 6Q: 3 clusters Score -5320970 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5321631.000000 Penalty: 3193.913574
	Iteration 7Q: 3 clusters Score -5321631 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -5322451.500000 Penalty: 3193.913574
	Iteration 8Q: 3 clusters Score -5322452 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5323220.500000 Penalty: 3193.913574
	Iteration 9Q: 3 clusters Score -5323220 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5324110.000000 Penalty: 3193.913574
	Iteration 10Q: 3 clusters Score -5324110 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5325107.500000 Penalty: 3193.913574
	Iteration 11Q: 3 clusters Score -5325108 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5326117.000000 Penalty: 3193.913574
	Iteration 12Q: 3 clusters Score -5326117 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -5326895.500000 Penalty: 3193.913574
	Iteration 13Q: 3 clusters Score -5326896 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5327403.500000 Penalty: 3193.913574
	Iteration 14Q: 3 clusters Score -5327404 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5327695.500000 Penalty: 3193.913574
	Iteration 15Q: 3 clusters Score -5327696 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5327918.500000 Penalty: 3193.913574
	Iteration 16Q: 3 clusters Score -5327918 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5328069.000000 Penalty: 3193.913574
	Iteration 17Q: 3 clusters Score -5328069 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5328181.000000 Penalty: 3193.913574
	Iteration 18Q: 3 clusters Score -5328181 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5328281.000000 Penalty: 3193.913574
	Iteration 19Q: 3 clusters Score -5328281 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -5328381.500000 Penalty: 3193.913574
	Iteration 20F: 3 clusters Score -5328382 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5328503.000000 Penalty: 3193.913574
	Iteration 21Q: 3 clusters Score -5328503 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5328606.000000 Penalty: 3193.913574
	Iteration 22Q: 3 clusters Score -5328606 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -5328695.500000 Penalty: 3193.913574
	Iteration 23Q: 3 clusters Score -5328696 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -5328813.500000 Penalty: 3193.913574
	Iteration 24Q: 3 clusters Score -5328814 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5328925.000000 Penalty: 3193.913574
	Iteration 25Q: 3 clusters Score -5328925 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5329059.000000 Penalty: 3193.913574
	Iteration 26Q: 3 clusters Score -5329059 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -5329167.000000 Penalty: 3193.913574
	Iteration 27Q: 3 clusters Score -5329167 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -5329352.500000 Penalty: 3193.913574
	Iteration 28Q: 3 clusters Score -5329352 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5329557.500000 Penalty: 3193.913574
	Iteration 29Q: 3 clusters Score -5329558 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5329694.000000 Penalty: 3193.913574
	Iteration 30Q: 3 clusters Score -5329694 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -5329838.000000 Penalty: 3193.913574
	Iteration 31Q: 3 clusters Score -5329838 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -5330015.500000 Penalty: 3193.913574
	Iteration 32Q: 3 clusters Score -5330016 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -5330230.000000 Penalty: 3193.913574
	Iteration 33Q: 3 clusters Score -5330230 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -5330420.500000 Penalty: 3193.913574
	Iteration 34Q: 3 clusters Score -5330420 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -5330632.500000 Penalty: 3193.913574
	Iteration 35Q: 3 clusters Score -5330632 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5330881.000000 Penalty: 3193.913574
	Iteration 36Q: 3 clusters Score -5330881 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -5331094.500000 Penalty: 3193.913574
	Iteration 37Q: 3 clusters Score -5331094 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5331314.000000 Penalty: 3193.913574
	Iteration 38Q: 3 clusters Score -5331314 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5331517.000000 Penalty: 3193.913574
	Iteration 39Q: 3 clusters Score -5331517 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -5331770.500000 Penalty: 3193.913574
	Iteration 40F: 3 clusters Score -5331770 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5332013.000000 Penalty: 3193.913574
	Iteration 41Q: 3 clusters Score -5332013 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5332259.500000 Penalty: 3193.913574
	Iteration 42Q: 3 clusters Score -5332260 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -5332462.000000 Penalty: 3193.913574
	Iteration 43Q: 3 clusters Score -5332462 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5332683.500000 Penalty: 3193.913574
	Iteration 44Q: 3 clusters Score -5332684 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5332868.000000 Penalty: 3193.913574
	Iteration 45Q: 3 clusters Score -5332868 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -5333032.500000 Penalty: 3193.913574
	Iteration 46Q: 3 clusters Score -5333032 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5333234.500000 Penalty: 3193.913574
	Iteration 47Q: 3 clusters Score -5333234 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5333419.000000 Penalty: 3193.913574
	Iteration 48Q: 3 clusters Score -5333419 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5333564.000000 Penalty: 3193.913574
	Iteration 49Q: 3 clusters Score -5333564 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5333694.500000 Penalty: 3193.913574
	Iteration 50Q: 3 clusters Score -5333694 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5333816.000000 Penalty: 3193.913574
	Iteration 51Q: 3 clusters Score -5333816 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5333922.500000 Penalty: 3193.913574
	Iteration 52Q: 3 clusters Score -5333922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5334016.500000 Penalty: 3193.913574
	Iteration 53Q: 3 clusters Score -5334016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5334107.500000 Penalty: 3193.913574
	Iteration 54Q: 3 clusters Score -5334108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5334174.000000 Penalty: 3193.913574
	Iteration 55Q: 3 clusters Score -5334174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5334210.000000 Penalty: 3193.913574
	Iteration 56Q: 3 clusters Score -5334210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5334252.500000 Penalty: 3193.913574
	Iteration 57Q: 3 clusters Score -5334252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5334286.000000 Penalty: 3193.913574
	Iteration 58Q: 3 clusters Score -5334286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5334301.500000 Penalty: 3193.913574
	Iteration 59Q: 3 clusters Score -5334302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5334324.000000 Penalty: 3193.913574
	Iteration 60F: 3 clusters Score -5334324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5334335.000000 Penalty: 3193.913574
	Iteration 61Q: 3 clusters Score -5334335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5334341.500000 Penalty: 3193.913574
	Iteration 62Q: 3 clusters Score -5334342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5334347.500000 Penalty: 3193.913574
	Iteration 63Q: 3 clusters Score -5334348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5334344.500000 Penalty: 3193.913574
	Iteration 64Q: 3 clusters Score -5334344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5334358.000000 Penalty: 3193.913574
	Iteration 65Q: 3 clusters Score -5334358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5334366.500000 Penalty: 3193.913574
	Iteration 66Q: 3 clusters Score -5334366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5334369.000000 Penalty: 3193.913574
	Iteration 67Q: 3 clusters Score -5334369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5334363.000000 Penalty: 3193.913574
	Iteration 68Q: 3 clusters Score -5334363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5334370.500000 Penalty: 3193.913574
	Iteration 69Q: 3 clusters Score -5334370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5334369.000000 Penalty: 3193.913574
	Iteration 70Q: 3 clusters Score -5334369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5334372.000000 Penalty: 3193.913574
	Iteration 71Q: 3 clusters Score -5334372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5334378.500000 Penalty: 3193.913574
	Iteration 72Q: 3 clusters Score -5334378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5334373.500000 Penalty: 3193.913574
	Iteration 73Q: 3 clusters Score -5334374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5334377.000000 Penalty: 3193.913574
	Iteration 74Q: 3 clusters Score -5334377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5334380.000000 Penalty: 3193.913574
	Iteration 75Q: 3 clusters Score -5334380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5334374.500000 Penalty: 3193.913574
	Iteration 76Q: 3 clusters Score -5334374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5334371.000000 Penalty: 3193.913574
	Iteration 77Q: 3 clusters Score -5334371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5334382.500000 Penalty: 3193.913574
	Iteration 78Q: 3 clusters Score -5334382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5334383.500000 Penalty: 3193.913574
	Iteration 79Q: 3 clusters Score -5334384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5334381.500000 Penalty: 3193.913574
	Iteration 80F: 3 clusters Score -5334382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5334392.000000 Penalty: 3193.913574
	Iteration 81Q: 3 clusters Score -5334392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5334395.500000 Penalty: 3193.913574
	Iteration 82Q: 3 clusters Score -5334396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5334400.500000 Penalty: 3193.913574
	Iteration 83Q: 3 clusters Score -5334400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5334405.000000 Penalty: 3193.913574
	Iteration 84Q: 3 clusters Score -5334405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5334405.000000 Penalty: 3193.913574
	Iteration 85Q: 3 clusters Score -5334405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5334411.500000 Penalty: 3193.913574
	Iteration 86Q: 3 clusters Score -5334412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5334412.000000 Penalty: 3193.913574
	Iteration 87Q: 3 clusters Score -5334412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5334411.000000 Penalty: 3193.913574
	Iteration 88Q: 3 clusters Score -5334411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5334415.000000 Penalty: 3193.913574
	Iteration 89Q: 3 clusters Score -5334415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5334412.000000 Penalty: 3193.913574
	Iteration 90Q: 3 clusters Score -5334412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5334414.500000 Penalty: 3193.913574
	Iteration 91Q: 3 clusters Score -5334414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5334420.000000 Penalty: 3193.913574
	Iteration 92Q: 3 clusters Score -5334420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5334422.500000 Penalty: 3193.913574
	Iteration 93Q: 3 clusters Score -5334422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5334430.500000 Penalty: 3193.913574
	Iteration 94Q: 3 clusters Score -5334430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5334426.500000 Penalty: 3193.913574
	Iteration 95Q: 3 clusters Score -5334426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5334426.500000 Penalty: 3193.913574
	Iteration 96F: 3 clusters Score -5334426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Entering Unmasked Estep 
Score: -960247.500000 Penalty: 1340.022461
	Iteration 0F: 2 clusters Score -960247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -954583.750000 Penalty: 2680.044922
	Iteration 0F: 3 clusters Score -954583.8 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -956350.437500 Penalty: 2680.044922
	Iteration 1F: 3 clusters Score -956350.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -956626.812500 Penalty: 2680.044922
	Iteration 2F: 3 clusters Score -956626.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -956801.937500 Penalty: 2680.044922
	Iteration 3F: 3 clusters Score -956801.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -956948.125000 Penalty: 2680.044922
	Iteration 4Q: 3 clusters Score -956948.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -957069.312500 Penalty: 2680.044922
	Iteration 5Q: 3 clusters Score -957069.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -957159.812500 Penalty: 2680.044922
	Iteration 6Q: 3 clusters Score -957159.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -957253.000000 Penalty: 2680.044922
	Iteration 7Q: 3 clusters Score -957253 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -957384.062500 Penalty: 2680.044922
	Iteration 8Q: 3 clusters Score -957384.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -957519.562500 Penalty: 2680.044922
	Iteration 9Q: 3 clusters Score -957519.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -957656.875000 Penalty: 2680.044922
	Iteration 10Q: 3 clusters Score -957656.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -957793.000000 Penalty: 2680.044922
	Iteration 11Q: 3 clusters Score -957793 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -957921.375000 Penalty: 2680.044922
	Iteration 12Q: 3 clusters Score -957921.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -958050.000000 Penalty: 2680.044922
	Iteration 13Q: 3 clusters Score -958050 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -958181.750000 Penalty: 2680.044922
	Iteration 14Q: 3 clusters Score -958181.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -958293.375000 Penalty: 2680.044922
	Iteration 15Q: 3 clusters Score -958293.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -958393.375000 Penalty: 2680.044922
	Iteration 16Q: 3 clusters Score -958393.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -958475.250000 Penalty: 2680.044922
	Iteration 17Q: 3 clusters Score -958475.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -958555.937500 Penalty: 2680.044922
	Iteration 18Q: 3 clusters Score -958555.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -958644.000000 Penalty: 2680.044922
	Iteration 19Q: 3 clusters Score -958644 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -958729.625000 Penalty: 2680.044922
	Iteration 20F: 3 clusters Score -958729.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -958794.125000 Penalty: 2680.044922
	Iteration 21Q: 3 clusters Score -958794.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -958851.625000 Penalty: 2680.044922
	Iteration 22Q: 3 clusters Score -958851.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -958891.625000 Penalty: 2680.044922
	Iteration 23Q: 3 clusters Score -958891.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -958918.125000 Penalty: 2680.044922
	Iteration 24Q: 3 clusters Score -958918.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -958942.687500 Penalty: 2680.044922
	Iteration 25Q: 3 clusters Score -958942.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -958963.625000 Penalty: 2680.044922
	Iteration 26Q: 3 clusters Score -958963.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -958985.062500 Penalty: 2680.044922
	Iteration 27Q: 3 clusters Score -958985.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -959006.562500 Penalty: 2680.044922
	Iteration 28Q: 3 clusters Score -959006.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -959027.625000 Penalty: 2680.044922
	Iteration 29Q: 3 clusters Score -959027.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -959041.187500 Penalty: 2680.044922
	Iteration 30Q: 3 clusters Score -959041.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -959060.187500 Penalty: 2680.044922
	Iteration 31Q: 3 clusters Score -959060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -959070.437500 Penalty: 2680.044922
	Iteration 32Q: 3 clusters Score -959070.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -959078.937500 Penalty: 2680.044922
	Iteration 33Q: 3 clusters Score -959078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -959088.687500 Penalty: 2680.044922
	Iteration 34Q: 3 clusters Score -959088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -959093.500000 Penalty: 2680.044922
	Iteration 35Q: 3 clusters Score -959093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -959099.375000 Penalty: 2680.044922
	Iteration 36Q: 3 clusters Score -959099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -959101.062500 Penalty: 2680.044922
	Iteration 37Q: 3 clusters Score -959101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -959106.187500 Penalty: 2680.044922
	Iteration 38Q: 3 clusters Score -959106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -959112.125000 Penalty: 2680.044922
	Iteration 39Q: 3 clusters Score -959112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -959117.812500 Penalty: 2680.044922
	Iteration 40F: 3 clusters Score -959117.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -959130.125000 Penalty: 2680.044922
	Iteration 41Q: 3 clusters Score -959130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -959140.312500 Penalty: 2680.044922
	Iteration 42Q: 3 clusters Score -959140.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -959143.750000 Penalty: 2680.044922
	Iteration 43Q: 3 clusters Score -959143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -959148.875000 Penalty: 2680.044922
	Iteration 44Q: 3 clusters Score -959148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -959157.312500 Penalty: 2680.044922
	Iteration 45Q: 3 clusters Score -959157.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -959161.562500 Penalty: 2680.044922
	Iteration 46Q: 3 clusters Score -959161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -959164.312500 Penalty: 2680.044922
	Iteration 47Q: 3 clusters Score -959164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -959171.187500 Penalty: 2680.044922
	Iteration 48Q: 3 clusters Score -959171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -959173.500000 Penalty: 2680.044922
	Iteration 49Q: 3 clusters Score -959173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -959174.625000 Penalty: 2680.044922
	Iteration 50Q: 3 clusters Score -959174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -959174.437500 Penalty: 2680.044922
	Iteration 51Q: 3 clusters Score -959174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -959177.125000 Penalty: 2680.044922
	Iteration 52Q: 3 clusters Score -959177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -959177.125000 Penalty: 2680.044922
	Iteration 53F: 3 clusters Score -959177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -1351645.125000 Penalty: 1399.513428
	Iteration 0F: 2 clusters Score -1351645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1343484.750000 Penalty: 2799.026855
	Iteration 0F: 3 clusters Score -1343485 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1346261.125000 Penalty: 2799.026855
	Iteration 1F: 3 clusters Score -1346261 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1346607.000000 Penalty: 2799.026855
	Iteration 2F: 3 clusters Score -1346607 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1346875.250000 Penalty: 2799.026855
	Iteration 3F: 3 clusters Score -1346875 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1347117.625000 Penalty: 2799.026855
	Iteration 4Q: 3 clusters Score -1347118 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1347399.250000 Penalty: 2799.026855
	Iteration 5Q: 3 clusters Score -1347399 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1347726.875000 Penalty: 2799.026855
	Iteration 6Q: 3 clusters Score -1347727 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1348090.125000 Penalty: 2799.026855
	Iteration 7Q: 3 clusters Score -1348090 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1348510.750000 Penalty: 2799.026855
	Iteration 8F: 3 clusters Score -1348511 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1348965.625000 Penalty: 2799.026855
	Iteration 9F: 3 clusters Score -1348966 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1349396.250000 Penalty: 2799.026855
	Iteration 10Q: 3 clusters Score -1349396 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1349724.500000 Penalty: 2799.026855
	Iteration 11Q: 3 clusters Score -1349724 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1349932.375000 Penalty: 2799.026855
	Iteration 12Q: 3 clusters Score -1349932 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1350053.625000 Penalty: 2799.026855
	Iteration 13Q: 3 clusters Score -1350054 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1350116.625000 Penalty: 2799.026855
	Iteration 14Q: 3 clusters Score -1350117 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1350158.250000 Penalty: 2799.026855
	Iteration 15Q: 3 clusters Score -1350158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1350183.250000 Penalty: 2799.026855
	Iteration 16Q: 3 clusters Score -1350183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1350204.750000 Penalty: 2799.026855
	Iteration 17Q: 3 clusters Score -1350205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1350221.750000 Penalty: 2799.026855
	Iteration 18Q: 3 clusters Score -1350222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1350228.000000 Penalty: 2799.026855
	Iteration 19Q: 3 clusters Score -1350228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1350236.750000 Penalty: 2799.026855
	Iteration 20F: 3 clusters Score -1350237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1350244.750000 Penalty: 2799.026855
	Iteration 21Q: 3 clusters Score -1350245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1350250.625000 Penalty: 2799.026855
	Iteration 22Q: 3 clusters Score -1350251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1350256.375000 Penalty: 2799.026855
	Iteration 23Q: 3 clusters Score -1350256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1350257.500000 Penalty: 2799.026855
	Iteration 24Q: 3 clusters Score -1350258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1350260.125000 Penalty: 2799.026855
	Iteration 25Q: 3 clusters Score -1350260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1350261.750000 Penalty: 2799.026855
	Iteration 26Q: 3 clusters Score -1350262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1350266.250000 Penalty: 2799.026855
	Iteration 27Q: 3 clusters Score -1350266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1350265.750000 Penalty: 2799.026855
	Iteration 28Q: 3 clusters Score -1350266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1350265.125000 Penalty: 2799.026855
	Iteration 29Q: 3 clusters Score -1350265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1350265.375000 Penalty: 2799.026855
	Iteration 30Q: 3 clusters Score -1350265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1350265.000000 Penalty: 2799.026855
	Iteration 31Q: 3 clusters Score -1350265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1350264.875000 Penalty: 2799.026855
	Iteration 32Q: 3 clusters Score -1350265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1350266.000000 Penalty: 2799.026855
	Iteration 33Q: 3 clusters Score -1350266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1350264.375000 Penalty: 2799.026855
	Iteration 34Q: 3 clusters Score -1350264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1350267.125000 Penalty: 2799.026855
	Iteration 35Q: 3 clusters Score -1350267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1350266.875000 Penalty: 2799.026855
	Iteration 36Q: 3 clusters Score -1350267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1350267.000000 Penalty: 2799.026855
	Iteration 37Q: 3 clusters Score -1350267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1350266.750000 Penalty: 2799.026855
	Iteration 38Q: 3 clusters Score -1350267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1350266.875000 Penalty: 2799.026855
	Iteration 39Q: 3 clusters Score -1350267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1350269.875000 Penalty: 2799.026855
	Iteration 40F: 3 clusters Score -1350270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1350269.125000 Penalty: 2799.026855
	Iteration 41Q: 3 clusters Score -1350269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1350268.500000 Penalty: 2799.026855
	Iteration 42Q: 3 clusters Score -1350268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1350271.250000 Penalty: 2799.026855
	Iteration 43Q: 3 clusters Score -1350271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1350270.625000 Penalty: 2799.026855
	Iteration 44Q: 3 clusters Score -1350271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1350268.625000 Penalty: 2799.026855
	Iteration 45Q: 3 clusters Score -1350269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1350269.250000 Penalty: 2799.026855
	Iteration 46Q: 3 clusters Score -1350269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1350271.125000 Penalty: 2799.026855
	Iteration 47Q: 3 clusters Score -1350271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1350272.000000 Penalty: 2799.026855
	Iteration 48Q: 3 clusters Score -1350272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1350272.000000 Penalty: 2799.026855
	Iteration 49F: 3 clusters Score -1350272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -278812.593750 Penalty: 1165.698730
	Iteration 0F: 2 clusters Score -278812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -276677.000000 Penalty: 2331.397461
	Iteration 0F: 3 clusters Score -276677 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -277258.656250 Penalty: 2331.397461
	Iteration 1F: 3 clusters Score -277258.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -277402.468750 Penalty: 2331.397461
	Iteration 2F: 3 clusters Score -277402.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277499.281250 Penalty: 2331.397461
	Iteration 3Q: 3 clusters Score -277499.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -277572.156250 Penalty: 2331.397461
	Iteration 4Q: 3 clusters Score -277572.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -277629.968750 Penalty: 2331.397461
	Iteration 5Q: 3 clusters Score -277630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -277664.843750 Penalty: 2331.397461
	Iteration 6Q: 3 clusters Score -277664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -277689.531250 Penalty: 2331.397461
	Iteration 7Q: 3 clusters Score -277689.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -277713.406250 Penalty: 2331.397461
	Iteration 8Q: 3 clusters Score -277713.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -277734.843750 Penalty: 2331.397461
	Iteration 9Q: 3 clusters Score -277734.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -277748.875000 Penalty: 2331.397461
	Iteration 10Q: 3 clusters Score -277748.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -277759.750000 Penalty: 2331.397461
	Iteration 11Q: 3 clusters Score -277759.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -277769.093750 Penalty: 2331.397461
	Iteration 12Q: 3 clusters Score -277769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -277778.468750 Penalty: 2331.397461
	Iteration 13Q: 3 clusters Score -277778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -277786.093750 Penalty: 2331.397461
	Iteration 14Q: 3 clusters Score -277786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -277791.218750 Penalty: 2331.397461
	Iteration 15Q: 3 clusters Score -277791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -277795.187500 Penalty: 2331.397461
	Iteration 16Q: 3 clusters Score -277795.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -277801.750000 Penalty: 2331.397461
	Iteration 17Q: 3 clusters Score -277801.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -277810.468750 Penalty: 2331.397461
	Iteration 18Q: 3 clusters Score -277810.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -277819.187500 Penalty: 2331.397461
	Iteration 19Q: 3 clusters Score -277819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -277828.968750 Penalty: 2331.397461
	Iteration 20F: 3 clusters Score -277829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -277836.031250 Penalty: 2331.397461
	Iteration 21Q: 3 clusters Score -277836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -277846.531250 Penalty: 2331.397461
	Iteration 22Q: 3 clusters Score -277846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -277853.437500 Penalty: 2331.397461
	Iteration 23Q: 3 clusters Score -277853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -277861.031250 Penalty: 2331.397461
	Iteration 24Q: 3 clusters Score -277861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -277867.781250 Penalty: 2331.397461
	Iteration 25Q: 3 clusters Score -277867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -277874.125000 Penalty: 2331.397461
	Iteration 26Q: 3 clusters Score -277874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -277878.687500 Penalty: 2331.397461
	Iteration 27Q: 3 clusters Score -277878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -277881.406250 Penalty: 2331.397461
	Iteration 28Q: 3 clusters Score -277881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -277882.875000 Penalty: 2331.397461
	Iteration 29Q: 3 clusters Score -277882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -277883.843750 Penalty: 2331.397461
	Iteration 30Q: 3 clusters Score -277883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -277883.843750 Penalty: 2331.397461
	Iteration 31F: 3 clusters Score -277883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -303794.000000 Penalty: 1180.121704
	Iteration 0F: 2 clusters Score -303794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -301414.968750 Penalty: 2360.243408
	Iteration 0F: 3 clusters Score -301415 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -302031.500000 Penalty: 2360.243408
	Iteration 1F: 3 clusters Score -302031.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -302163.250000 Penalty: 2360.243408
	Iteration 2F: 3 clusters Score -302163.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -302245.812500 Penalty: 2360.243408
	Iteration 3Q: 3 clusters Score -302245.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -302300.968750 Penalty: 2360.243408
	Iteration 4Q: 3 clusters Score -302301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -302348.281250 Penalty: 2360.243408
	Iteration 5Q: 3 clusters Score -302348.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -302376.906250 Penalty: 2360.243408
	Iteration 6Q: 3 clusters Score -302376.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -302394.062500 Penalty: 2360.243408
	Iteration 7Q: 3 clusters Score -302394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -302408.031250 Penalty: 2360.243408
	Iteration 8Q: 3 clusters Score -302408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -302423.312500 Penalty: 2360.243408
	Iteration 9Q: 3 clusters Score -302423.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -302436.312500 Penalty: 2360.243408
	Iteration 10Q: 3 clusters Score -302436.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -302444.812500 Penalty: 2360.243408
	Iteration 11Q: 3 clusters Score -302444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -302453.781250 Penalty: 2360.243408
	Iteration 12Q: 3 clusters Score -302453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -302466.812500 Penalty: 2360.243408
	Iteration 13Q: 3 clusters Score -302466.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -302474.125000 Penalty: 2360.243408
	Iteration 14Q: 3 clusters Score -302474.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -302480.125000 Penalty: 2360.243408
	Iteration 15Q: 3 clusters Score -302480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302486.781250 Penalty: 2360.243408
	Iteration 16Q: 3 clusters Score -302486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302492.718750 Penalty: 2360.243408
	Iteration 17Q: 3 clusters Score -302492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302498.562500 Penalty: 2360.243408
	Iteration 18Q: 3 clusters Score -302498.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302505.156250 Penalty: 2360.243408
	Iteration 19Q: 3 clusters Score -302505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -302509.687500 Penalty: 2360.243408
	Iteration 20F: 3 clusters Score -302509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -302510.250000 Penalty: 2360.243408
	Iteration 21Q: 3 clusters Score -302510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302510.500000 Penalty: 2360.243408
	Iteration 22Q: 3 clusters Score -302510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302510.500000 Penalty: 2360.243408
	Iteration 23F: 3 clusters Score -302510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -308620.531250 Penalty: 1200.718262
	Iteration 0F: 2 clusters Score -308620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -306031.000000 Penalty: 2401.436523
	Iteration 0F: 3 clusters Score -306031 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306838.593750 Penalty: 2401.436523
	Iteration 1F: 3 clusters Score -306838.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -307089.031250 Penalty: 2401.436523
	Iteration 2F: 3 clusters Score -307089 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -307276.468750 Penalty: 2401.436523
	Iteration 3F: 3 clusters Score -307276.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -307440.875000 Penalty: 2401.436523
	Iteration 4Q: 3 clusters Score -307440.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307615.000000 Penalty: 2401.436523
	Iteration 5Q: 3 clusters Score -307615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -307795.843750 Penalty: 2401.436523
	Iteration 6Q: 3 clusters Score -307795.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -307944.093750 Penalty: 2401.436523
	Iteration 7Q: 3 clusters Score -307944.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -308072.937500 Penalty: 2401.436523
	Iteration 8Q: 3 clusters Score -308072.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -308160.437500 Penalty: 2401.436523
	Iteration 9Q: 3 clusters Score -308160.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -308258.937500 Penalty: 2401.436523
	Iteration 10Q: 3 clusters Score -308258.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308321.031250 Penalty: 2401.436523
	Iteration 11Q: 3 clusters Score -308321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -308353.937500 Penalty: 2401.436523
	Iteration 12Q: 3 clusters Score -308353.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -308376.750000 Penalty: 2401.436523
	Iteration 13Q: 3 clusters Score -308376.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -308394.750000 Penalty: 2401.436523
	Iteration 14Q: 3 clusters Score -308394.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -308403.000000 Penalty: 2401.436523
	Iteration 15Q: 3 clusters Score -308403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -308408.156250 Penalty: 2401.436523
	Iteration 16Q: 3 clusters Score -308408.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308413.687500 Penalty: 2401.436523
	Iteration 17Q: 3 clusters Score -308413.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -308419.468750 Penalty: 2401.436523
	Iteration 18Q: 3 clusters Score -308419.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -308425.968750 Penalty: 2401.436523
	Iteration 19Q: 3 clusters Score -308426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -308429.312500 Penalty: 2401.436523
	Iteration 20F: 3 clusters Score -308429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -308431.406250 Penalty: 2401.436523
	Iteration 21Q: 3 clusters Score -308431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -308434.531250 Penalty: 2401.436523
	Iteration 22Q: 3 clusters Score -308434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -308437.218750 Penalty: 2401.436523
	Iteration 23Q: 3 clusters Score -308437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -308438.156250 Penalty: 2401.436523
	Iteration 24Q: 3 clusters Score -308438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -308439.500000 Penalty: 2401.436523
	Iteration 25Q: 3 clusters Score -308439.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -308439.500000 Penalty: 2401.436523
	Iteration 26F: 3 clusters Score -308439.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -18243.525391 Penalty: 811.114502
	Iteration 0F: 2 clusters Score -18243.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17624.675781 Penalty: 1622.229004
	Iteration 0F: 3 clusters Score -17624.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17711.605469 Penalty: 1622.229004
	Iteration 1F: 3 clusters Score -17711.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17730.683594 Penalty: 1622.229004
	Iteration 2Q: 3 clusters Score -17730.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17736.851562 Penalty: 1622.229004
	Iteration 3Q: 3 clusters Score -17736.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17736.851562 Penalty: 1622.229004
	Iteration 4F: 3 clusters Score -17736.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Entering Unmasked Estep 
Score: -1820264.000000 Penalty: 1435.249512
	Iteration 0F: 2 clusters Score -1820264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1810087.000000 Penalty: 2870.499023
	Iteration 0F: 3 clusters Score -1810087 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1813675.125000 Penalty: 2870.499023
	Iteration 1F: 3 clusters Score -1813675 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1814081.500000 Penalty: 2870.499023
	Iteration 2F: 3 clusters Score -1814082 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1814396.875000 Penalty: 2870.499023
	Iteration 3F: 3 clusters Score -1814397 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1814659.500000 Penalty: 2870.499023
	Iteration 4Q: 3 clusters Score -1814660 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1814867.250000 Penalty: 2870.499023
	Iteration 5Q: 3 clusters Score -1814867 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1815064.750000 Penalty: 2870.499023
	Iteration 6Q: 3 clusters Score -1815065 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1815260.750000 Penalty: 2870.499023
	Iteration 7Q: 3 clusters Score -1815261 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1815463.875000 Penalty: 2870.499023
	Iteration 8Q: 3 clusters Score -1815464 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1815678.250000 Penalty: 2870.499023
	Iteration 9Q: 3 clusters Score -1815678 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1815912.125000 Penalty: 2870.499023
	Iteration 10Q: 3 clusters Score -1815912 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1816188.875000 Penalty: 2870.499023
	Iteration 11Q: 3 clusters Score -1816189 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1816520.125000 Penalty: 2870.499023
	Iteration 12Q: 3 clusters Score -1816520 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1816882.750000 Penalty: 2870.499023
	Iteration 13Q: 3 clusters Score -1816883 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1817217.000000 Penalty: 2870.499023
	Iteration 14Q: 3 clusters Score -1817217 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1817516.125000 Penalty: 2870.499023
	Iteration 15Q: 3 clusters Score -1817516 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1817823.125000 Penalty: 2870.499023
	Iteration 16Q: 3 clusters Score -1817823 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1818093.375000 Penalty: 2870.499023
	Iteration 17Q: 3 clusters Score -1818093 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1818302.000000 Penalty: 2870.499023
	Iteration 18Q: 3 clusters Score -1818302 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1818477.625000 Penalty: 2870.499023
	Iteration 19Q: 3 clusters Score -1818478 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1818626.875000 Penalty: 2870.499023
	Iteration 20F: 3 clusters Score -1818627 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1818734.375000 Penalty: 2870.499023
	Iteration 21Q: 3 clusters Score -1818734 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1818812.875000 Penalty: 2870.499023
	Iteration 22Q: 3 clusters Score -1818813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1818875.625000 Penalty: 2870.499023
	Iteration 23Q: 3 clusters Score -1818876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1818963.250000 Penalty: 2870.499023
	Iteration 24Q: 3 clusters Score -1818963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1819013.125000 Penalty: 2870.499023
	Iteration 25Q: 3 clusters Score -1819013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1819051.125000 Penalty: 2870.499023
	Iteration 26Q: 3 clusters Score -1819051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1819088.125000 Penalty: 2870.499023
	Iteration 27Q: 3 clusters Score -1819088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1819107.625000 Penalty: 2870.499023
	Iteration 28Q: 3 clusters Score -1819108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1819125.375000 Penalty: 2870.499023
	Iteration 29Q: 3 clusters Score -1819125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1819134.500000 Penalty: 2870.499023
	Iteration 30Q: 3 clusters Score -1819134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1819142.500000 Penalty: 2870.499023
	Iteration 31Q: 3 clusters Score -1819142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1819148.125000 Penalty: 2870.499023
	Iteration 32Q: 3 clusters Score -1819148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1819151.875000 Penalty: 2870.499023
	Iteration 33Q: 3 clusters Score -1819152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1819158.250000 Penalty: 2870.499023
	Iteration 34Q: 3 clusters Score -1819158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1819157.250000 Penalty: 2870.499023
	Iteration 35Q: 3 clusters Score -1819157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1819162.375000 Penalty: 2870.499023
	Iteration 36Q: 3 clusters Score -1819162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1819161.875000 Penalty: 2870.499023
	Iteration 37Q: 3 clusters Score -1819162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1819163.375000 Penalty: 2870.499023
	Iteration 38Q: 3 clusters Score -1819163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1819164.625000 Penalty: 2870.499023
	Iteration 39Q: 3 clusters Score -1819165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1819164.375000 Penalty: 2870.499023
	Iteration 40F: 3 clusters Score -1819164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1819162.375000 Penalty: 2870.499023
	Iteration 41Q: 3 clusters Score -1819162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1819162.375000 Penalty: 2870.499023
	Iteration 42F: 3 clusters Score -1819162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -669279.750000 Penalty: 1295.992920
	Iteration 0F: 2 clusters Score -669279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -664965.250000 Penalty: 2591.985840
	Iteration 0F: 3 clusters Score -664965.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -666226.000000 Penalty: 2591.985840
	Iteration 1F: 3 clusters Score -666226 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -666435.062500 Penalty: 2591.985840
	Iteration 2F: 3 clusters Score -666435.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -666574.250000 Penalty: 2591.985840
	Iteration 3Q: 3 clusters Score -666574.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -666671.875000 Penalty: 2591.985840
	Iteration 4Q: 3 clusters Score -666671.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -666773.312500 Penalty: 2591.985840
	Iteration 5Q: 3 clusters Score -666773.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -666858.750000 Penalty: 2591.985840
	Iteration 6Q: 3 clusters Score -666858.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -666932.562500 Penalty: 2591.985840
	Iteration 7Q: 3 clusters Score -666932.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -667006.125000 Penalty: 2591.985840
	Iteration 8Q: 3 clusters Score -667006.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -667073.625000 Penalty: 2591.985840
	Iteration 9Q: 3 clusters Score -667073.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -667135.937500 Penalty: 2591.985840
	Iteration 10Q: 3 clusters Score -667135.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -667187.750000 Penalty: 2591.985840
	Iteration 11Q: 3 clusters Score -667187.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -667239.000000 Penalty: 2591.985840
	Iteration 12Q: 3 clusters Score -667239 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -667298.937500 Penalty: 2591.985840
	Iteration 13Q: 3 clusters Score -667298.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -667346.062500 Penalty: 2591.985840
	Iteration 14Q: 3 clusters Score -667346.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -667407.875000 Penalty: 2591.985840
	Iteration 15Q: 3 clusters Score -667407.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -667469.937500 Penalty: 2591.985840
	Iteration 16Q: 3 clusters Score -667469.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -667541.875000 Penalty: 2591.985840
	Iteration 17Q: 3 clusters Score -667541.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -667601.687500 Penalty: 2591.985840
	Iteration 18Q: 3 clusters Score -667601.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -667659.687500 Penalty: 2591.985840
	Iteration 19Q: 3 clusters Score -667659.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -667719.625000 Penalty: 2591.985840
	Iteration 20F: 3 clusters Score -667719.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -667772.375000 Penalty: 2591.985840
	Iteration 21Q: 3 clusters Score -667772.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -667818.500000 Penalty: 2591.985840
	Iteration 22Q: 3 clusters Score -667818.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -667851.000000 Penalty: 2591.985840
	Iteration 23Q: 3 clusters Score -667851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -667880.375000 Penalty: 2591.985840
	Iteration 24Q: 3 clusters Score -667880.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -667915.375000 Penalty: 2591.985840
	Iteration 25Q: 3 clusters Score -667915.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -667948.000000 Penalty: 2591.985840
	Iteration 26Q: 3 clusters Score -667948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -667977.812500 Penalty: 2591.985840
	Iteration 27Q: 3 clusters Score -667977.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -667999.187500 Penalty: 2591.985840
	Iteration 28Q: 3 clusters Score -667999.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -668020.562500 Penalty: 2591.985840
	Iteration 29Q: 3 clusters Score -668020.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -668040.375000 Penalty: 2591.985840
	Iteration 30Q: 3 clusters Score -668040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -668052.437500 Penalty: 2591.985840
	Iteration 31Q: 3 clusters Score -668052.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -668059.625000 Penalty: 2591.985840
	Iteration 32Q: 3 clusters Score -668059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -668066.250000 Penalty: 2591.985840
	Iteration 33Q: 3 clusters Score -668066.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -668077.562500 Penalty: 2591.985840
	Iteration 34Q: 3 clusters Score -668077.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -668092.375000 Penalty: 2591.985840
	Iteration 35Q: 3 clusters Score -668092.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -668104.812500 Penalty: 2591.985840
	Iteration 36Q: 3 clusters Score -668104.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -668123.125000 Penalty: 2591.985840
	Iteration 37Q: 3 clusters Score -668123.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -668132.750000 Penalty: 2591.985840
	Iteration 38Q: 3 clusters Score -668132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -668144.937500 Penalty: 2591.985840
	Iteration 39Q: 3 clusters Score -668144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -668149.250000 Penalty: 2591.985840
	Iteration 40F: 3 clusters Score -668149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -668152.062500 Penalty: 2591.985840
	Iteration 41Q: 3 clusters Score -668152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -668156.250000 Penalty: 2591.985840
	Iteration 42Q: 3 clusters Score -668156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -668163.562500 Penalty: 2591.985840
	Iteration 43Q: 3 clusters Score -668163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -668168.687500 Penalty: 2591.985840
	Iteration 44Q: 3 clusters Score -668168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -668171.500000 Penalty: 2591.985840
	Iteration 45Q: 3 clusters Score -668171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -668172.875000 Penalty: 2591.985840
	Iteration 46Q: 3 clusters Score -668172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -668174.687500 Penalty: 2591.985840
	Iteration 47Q: 3 clusters Score -668174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -668178.562500 Penalty: 2591.985840
	Iteration 48Q: 3 clusters Score -668178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -668185.437500 Penalty: 2591.985840
	Iteration 49Q: 3 clusters Score -668185.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -668193.625000 Penalty: 2591.985840
	Iteration 50Q: 3 clusters Score -668193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -668200.187500 Penalty: 2591.985840
	Iteration 51Q: 3 clusters Score -668200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -668206.062500 Penalty: 2591.985840
	Iteration 52Q: 3 clusters Score -668206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -668209.000000 Penalty: 2591.985840
	Iteration 53Q: 3 clusters Score -668209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -668211.250000 Penalty: 2591.985840
	Iteration 54Q: 3 clusters Score -668211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -668215.500000 Penalty: 2591.985840
	Iteration 55Q: 3 clusters Score -668215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -668218.937500 Penalty: 2591.985840
	Iteration 56Q: 3 clusters Score -668218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -668220.375000 Penalty: 2591.985840
	Iteration 57Q: 3 clusters Score -668220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -668221.125000 Penalty: 2591.985840
	Iteration 58Q: 3 clusters Score -668221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -668221.687500 Penalty: 2591.985840
	Iteration 59Q: 3 clusters Score -668221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -668222.000000 Penalty: 2591.985840
	Iteration 60F: 3 clusters Score -668222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -668223.437500 Penalty: 2591.985840
	Iteration 61Q: 3 clusters Score -668223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -668223.437500 Penalty: 2591.985840
	Iteration 62F: 3 clusters Score -668223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -668753.187500 Penalty: 1292.138184
	Iteration 0F: 2 clusters Score -668753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -664482.312500 Penalty: 2584.276367
	Iteration 0F: 3 clusters Score -664482.3 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -665707.812500 Penalty: 2584.276367
	Iteration 1F: 3 clusters Score -665707.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -665932.125000 Penalty: 2584.276367
	Iteration 2F: 3 clusters Score -665932.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -666094.562500 Penalty: 2584.276367
	Iteration 3F: 3 clusters Score -666094.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -666199.500000 Penalty: 2584.276367
	Iteration 4Q: 3 clusters Score -666199.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -666298.125000 Penalty: 2584.276367
	Iteration 5Q: 3 clusters Score -666298.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -666377.375000 Penalty: 2584.276367
	Iteration 6Q: 3 clusters Score -666377.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -666450.750000 Penalty: 2584.276367
	Iteration 7Q: 3 clusters Score -666450.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -666523.625000 Penalty: 2584.276367
	Iteration 8Q: 3 clusters Score -666523.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -666596.937500 Penalty: 2584.276367
	Iteration 9Q: 3 clusters Score -666596.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -666677.062500 Penalty: 2584.276367
	Iteration 10Q: 3 clusters Score -666677.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -666765.250000 Penalty: 2584.276367
	Iteration 11Q: 3 clusters Score -666765.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -666858.562500 Penalty: 2584.276367
	Iteration 12Q: 3 clusters Score -666858.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -666977.750000 Penalty: 2584.276367
	Iteration 13Q: 3 clusters Score -666977.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -667085.312500 Penalty: 2584.276367
	Iteration 14Q: 3 clusters Score -667085.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -667186.562500 Penalty: 2584.276367
	Iteration 15Q: 3 clusters Score -667186.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -667284.250000 Penalty: 2584.276367
	Iteration 16Q: 3 clusters Score -667284.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -667353.500000 Penalty: 2584.276367
	Iteration 17Q: 3 clusters Score -667353.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -667424.875000 Penalty: 2584.276367
	Iteration 18Q: 3 clusters Score -667424.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -667494.500000 Penalty: 2584.276367
	Iteration 19Q: 3 clusters Score -667494.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -667549.812500 Penalty: 2584.276367
	Iteration 20F: 3 clusters Score -667549.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -667602.062500 Penalty: 2584.276367
	Iteration 21Q: 3 clusters Score -667602.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -667653.875000 Penalty: 2584.276367
	Iteration 22Q: 3 clusters Score -667653.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -667682.437500 Penalty: 2584.276367
	Iteration 23Q: 3 clusters Score -667682.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -667709.750000 Penalty: 2584.276367
	Iteration 24Q: 3 clusters Score -667709.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -667719.562500 Penalty: 2584.276367
	Iteration 25Q: 3 clusters Score -667719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -667734.125000 Penalty: 2584.276367
	Iteration 26Q: 3 clusters Score -667734.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -667742.000000 Penalty: 2584.276367
	Iteration 27Q: 3 clusters Score -667742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -667748.062500 Penalty: 2584.276367
	Iteration 28Q: 3 clusters Score -667748.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -667751.687500 Penalty: 2584.276367
	Iteration 29Q: 3 clusters Score -667751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -667758.000000 Penalty: 2584.276367
	Iteration 30Q: 3 clusters Score -667758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -667762.500000 Penalty: 2584.276367
	Iteration 31Q: 3 clusters Score -667762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -667765.312500 Penalty: 2584.276367
	Iteration 32Q: 3 clusters Score -667765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -667768.812500 Penalty: 2584.276367
	Iteration 33Q: 3 clusters Score -667768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -667770.687500 Penalty: 2584.276367
	Iteration 34Q: 3 clusters Score -667770.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -667770.687500 Penalty: 2584.276367
	Iteration 35F: 3 clusters Score -667770.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -869458.687500 Penalty: 1325.432617
	Iteration 0F: 2 clusters Score -869458.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -864349.875000 Penalty: 2650.865234
	Iteration 0F: 3 clusters Score -864349.9 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -866111.875000 Penalty: 2650.865234
	Iteration 1F: 3 clusters Score -866111.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -866552.750000 Penalty: 2650.865234
	Iteration 2F: 3 clusters Score -866552.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -866887.562500 Penalty: 2650.865234
	Iteration 3F: 3 clusters Score -866887.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -867173.125000 Penalty: 2650.865234
	Iteration 4F: 3 clusters Score -867173.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -867426.562500 Penalty: 2650.865234
	Iteration 5Q: 3 clusters Score -867426.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -867678.625000 Penalty: 2650.865234
	Iteration 6Q: 3 clusters Score -867678.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -867930.125000 Penalty: 2650.865234
	Iteration 7Q: 3 clusters Score -867930.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -868150.250000 Penalty: 2650.865234
	Iteration 8Q: 3 clusters Score -868150.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -868289.437500 Penalty: 2650.865234
	Iteration 9Q: 3 clusters Score -868289.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -868408.250000 Penalty: 2650.865234
	Iteration 10Q: 3 clusters Score -868408.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -868493.187500 Penalty: 2650.865234
	Iteration 11Q: 3 clusters Score -868493.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -868572.062500 Penalty: 2650.865234
	Iteration 12Q: 3 clusters Score -868572.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -868621.687500 Penalty: 2650.865234
	Iteration 13Q: 3 clusters Score -868621.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -868656.937500 Penalty: 2650.865234
	Iteration 14Q: 3 clusters Score -868656.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -868685.250000 Penalty: 2650.865234
	Iteration 15Q: 3 clusters Score -868685.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -868703.250000 Penalty: 2650.865234
	Iteration 16Q: 3 clusters Score -868703.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -868719.250000 Penalty: 2650.865234
	Iteration 17Q: 3 clusters Score -868719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -868728.625000 Penalty: 2650.865234
	Iteration 18Q: 3 clusters Score -868728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -868733.750000 Penalty: 2650.865234
	Iteration 19Q: 3 clusters Score -868733.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -868740.875000 Penalty: 2650.865234
	Iteration 20F: 3 clusters Score -868740.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -868750.125000 Penalty: 2650.865234
	Iteration 21Q: 3 clusters Score -868750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -868754.187500 Penalty: 2650.865234
	Iteration 22Q: 3 clusters Score -868754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -868761.687500 Penalty: 2650.865234
	Iteration 23Q: 3 clusters Score -868761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -868762.500000 Penalty: 2650.865234
	Iteration 24Q: 3 clusters Score -868762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -868766.125000 Penalty: 2650.865234
	Iteration 25Q: 3 clusters Score -868766.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -868773.187500 Penalty: 2650.865234
	Iteration 26Q: 3 clusters Score -868773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -868779.062500 Penalty: 2650.865234
	Iteration 27Q: 3 clusters Score -868779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -868779.250000 Penalty: 2650.865234
	Iteration 28Q: 3 clusters Score -868779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -868779.562500 Penalty: 2650.865234
	Iteration 29Q: 3 clusters Score -868779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -868779.562500 Penalty: 2650.865234
	Iteration 30F: 3 clusters Score -868779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -28142.607422 Penalty: 886.228577
	Iteration 0F: 2 clusters Score -28142.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27377.525391 Penalty: 1772.457153
	Iteration 0F: 3 clusters Score -27377.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27543.677734 Penalty: 1772.457153
	Iteration 1F: 3 clusters Score -27543.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27592.740234 Penalty: 1772.457153
	Iteration 2Q: 3 clusters Score -27592.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27616.808594 Penalty: 1772.457153
	Iteration 3Q: 3 clusters Score -27616.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27630.328125 Penalty: 1772.457153
	Iteration 4Q: 3 clusters Score -27630.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27630.328125 Penalty: 1772.457153
	Iteration 5F: 3 clusters Score -27630.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Entering Unmasked Estep 
Score: -1264329.000000 Penalty: 1388.500122
	Iteration 0F: 2 clusters Score -1264329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1256763.375000 Penalty: 2777.000244
	Iteration 0F: 3 clusters Score -1256763 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1259348.125000 Penalty: 2777.000244
	Iteration 1F: 3 clusters Score -1259348 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1259685.000000 Penalty: 2777.000244
	Iteration 2F: 3 clusters Score -1259685 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1259913.500000 Penalty: 2777.000244
	Iteration 3Q: 3 clusters Score -1259914 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1260089.250000 Penalty: 2777.000244
	Iteration 4Q: 3 clusters Score -1260089 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1260222.375000 Penalty: 2777.000244
	Iteration 5Q: 3 clusters Score -1260222 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1260330.250000 Penalty: 2777.000244
	Iteration 6Q: 3 clusters Score -1260330 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1260417.625000 Penalty: 2777.000244
	Iteration 7Q: 3 clusters Score -1260418 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1260504.625000 Penalty: 2777.000244
	Iteration 8Q: 3 clusters Score -1260505 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1260584.750000 Penalty: 2777.000244
	Iteration 9Q: 3 clusters Score -1260585 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1260675.125000 Penalty: 2777.000244
	Iteration 10Q: 3 clusters Score -1260675 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1260755.250000 Penalty: 2777.000244
	Iteration 11Q: 3 clusters Score -1260755 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1260843.750000 Penalty: 2777.000244
	Iteration 12Q: 3 clusters Score -1260844 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1260935.000000 Penalty: 2777.000244
	Iteration 13Q: 3 clusters Score -1260935 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1261033.000000 Penalty: 2777.000244
	Iteration 14Q: 3 clusters Score -1261033 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1261123.750000 Penalty: 2777.000244
	Iteration 15Q: 3 clusters Score -1261124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1261217.875000 Penalty: 2777.000244
	Iteration 16Q: 3 clusters Score -1261218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1261347.125000 Penalty: 2777.000244
	Iteration 17Q: 3 clusters Score -1261347 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1261501.750000 Penalty: 2777.000244
	Iteration 18Q: 3 clusters Score -1261502 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1261657.875000 Penalty: 2777.000244
	Iteration 19Q: 3 clusters Score -1261658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1261854.375000 Penalty: 2777.000244
	Iteration 20F: 3 clusters Score -1261854 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1262058.875000 Penalty: 2777.000244
	Iteration 21Q: 3 clusters Score -1262059 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1262267.875000 Penalty: 2777.000244
	Iteration 22Q: 3 clusters Score -1262268 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1262457.375000 Penalty: 2777.000244
	Iteration 23Q: 3 clusters Score -1262457 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1262604.125000 Penalty: 2777.000244
	Iteration 24Q: 3 clusters Score -1262604 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1262738.000000 Penalty: 2777.000244
	Iteration 25Q: 3 clusters Score -1262738 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1262836.000000 Penalty: 2777.000244
	Iteration 26Q: 3 clusters Score -1262836 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1262909.875000 Penalty: 2777.000244
	Iteration 27Q: 3 clusters Score -1262910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1262964.875000 Penalty: 2777.000244
	Iteration 28Q: 3 clusters Score -1262965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1263019.500000 Penalty: 2777.000244
	Iteration 29Q: 3 clusters Score -1263020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1263074.000000 Penalty: 2777.000244
	Iteration 30Q: 3 clusters Score -1263074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1263121.250000 Penalty: 2777.000244
	Iteration 31Q: 3 clusters Score -1263121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1263162.375000 Penalty: 2777.000244
	Iteration 32Q: 3 clusters Score -1263162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1263196.000000 Penalty: 2777.000244
	Iteration 33Q: 3 clusters Score -1263196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1263226.500000 Penalty: 2777.000244
	Iteration 34Q: 3 clusters Score -1263226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1263254.875000 Penalty: 2777.000244
	Iteration 35Q: 3 clusters Score -1263255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1263280.125000 Penalty: 2777.000244
	Iteration 36Q: 3 clusters Score -1263280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1263301.500000 Penalty: 2777.000244
	Iteration 37Q: 3 clusters Score -1263302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1263316.625000 Penalty: 2777.000244
	Iteration 38Q: 3 clusters Score -1263317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1263331.000000 Penalty: 2777.000244
	Iteration 39Q: 3 clusters Score -1263331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1263344.500000 Penalty: 2777.000244
	Iteration 40F: 3 clusters Score -1263344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1263355.750000 Penalty: 2777.000244
	Iteration 41Q: 3 clusters Score -1263356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1263366.000000 Penalty: 2777.000244
	Iteration 42Q: 3 clusters Score -1263366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1263378.000000 Penalty: 2777.000244
	Iteration 43Q: 3 clusters Score -1263378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1263387.125000 Penalty: 2777.000244
	Iteration 44Q: 3 clusters Score -1263387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1263394.625000 Penalty: 2777.000244
	Iteration 45Q: 3 clusters Score -1263395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1263408.000000 Penalty: 2777.000244
	Iteration 46Q: 3 clusters Score -1263408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1263411.125000 Penalty: 2777.000244
	Iteration 47Q: 3 clusters Score -1263411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1263416.125000 Penalty: 2777.000244
	Iteration 48Q: 3 clusters Score -1263416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1263432.750000 Penalty: 2777.000244
	Iteration 49Q: 3 clusters Score -1263433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1263443.500000 Penalty: 2777.000244
	Iteration 50Q: 3 clusters Score -1263444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1263447.125000 Penalty: 2777.000244
	Iteration 51Q: 3 clusters Score -1263447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1263454.875000 Penalty: 2777.000244
	Iteration 52Q: 3 clusters Score -1263455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1263463.250000 Penalty: 2777.000244
	Iteration 53Q: 3 clusters Score -1263463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1263473.750000 Penalty: 2777.000244
	Iteration 54Q: 3 clusters Score -1263474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1263478.500000 Penalty: 2777.000244
	Iteration 55Q: 3 clusters Score -1263478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1263485.625000 Penalty: 2777.000244
	Iteration 56Q: 3 clusters Score -1263486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1263490.000000 Penalty: 2777.000244
	Iteration 57Q: 3 clusters Score -1263490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1263496.750000 Penalty: 2777.000244
	Iteration 58Q: 3 clusters Score -1263497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1263504.375000 Penalty: 2777.000244
	Iteration 59Q: 3 clusters Score -1263504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1263507.625000 Penalty: 2777.000244
	Iteration 60F: 3 clusters Score -1263508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1263510.125000 Penalty: 2777.000244
	Iteration 61Q: 3 clusters Score -1263510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1263515.625000 Penalty: 2777.000244
	Iteration 62Q: 3 clusters Score -1263516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1263520.000000 Penalty: 2777.000244
	Iteration 63Q: 3 clusters Score -1263520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1263521.375000 Penalty: 2777.000244
	Iteration 64Q: 3 clusters Score -1263521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1263524.000000 Penalty: 2777.000244
	Iteration 65Q: 3 clusters Score -1263524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1263526.250000 Penalty: 2777.000244
	Iteration 66Q: 3 clusters Score -1263526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1263530.250000 Penalty: 2777.000244
	Iteration 67Q: 3 clusters Score -1263530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1263531.750000 Penalty: 2777.000244
	Iteration 68Q: 3 clusters Score -1263532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1263534.250000 Penalty: 2777.000244
	Iteration 69Q: 3 clusters Score -1263534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1263535.875000 Penalty: 2777.000244
	Iteration 70Q: 3 clusters Score -1263536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1263535.875000 Penalty: 2777.000244
	Iteration 71F: 3 clusters Score -1263536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -41952.160156 Penalty: 916.158508
	Iteration 0F: 2 clusters Score -41952.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41070.128906 Penalty: 1832.317017
	Iteration 0F: 3 clusters Score -41070.13 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41247.933594 Penalty: 1832.317017
	Iteration 1F: 3 clusters Score -41247.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41309.281250 Penalty: 1832.317017
	Iteration 2F: 3 clusters Score -41309.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41328.683594 Penalty: 1832.317017
	Iteration 3Q: 3 clusters Score -41328.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41336.527344 Penalty: 1832.317017
	Iteration 4Q: 3 clusters Score -41336.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41339.500000 Penalty: 1832.317017
	Iteration 5Q: 3 clusters Score -41339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41340.449219 Penalty: 1832.317017
	Iteration 6Q: 3 clusters Score -41340.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41340.449219 Penalty: 1832.317017
	Iteration 7F: 3 clusters Score -41340.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1102150.875000 Penalty: 1362.364136
	Iteration 0F: 2 clusters Score -1102151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1095636.750000 Penalty: 2724.728271
	Iteration 0F: 3 clusters Score -1095637 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1097745.125000 Penalty: 2724.728271
	Iteration 1F: 3 clusters Score -1097745 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1098008.375000 Penalty: 2724.728271
	Iteration 2F: 3 clusters Score -1098008 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1098184.625000 Penalty: 2724.728271
	Iteration 3Q: 3 clusters Score -1098185 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1098322.375000 Penalty: 2724.728271
	Iteration 4Q: 3 clusters Score -1098322 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1098441.750000 Penalty: 2724.728271
	Iteration 5Q: 3 clusters Score -1098442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1098548.375000 Penalty: 2724.728271
	Iteration 6Q: 3 clusters Score -1098548 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1098642.000000 Penalty: 2724.728271
	Iteration 7Q: 3 clusters Score -1098642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1098733.500000 Penalty: 2724.728271
	Iteration 8Q: 3 clusters Score -1098734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1098814.375000 Penalty: 2724.728271
	Iteration 9Q: 3 clusters Score -1098814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1098900.375000 Penalty: 2724.728271
	Iteration 10Q: 3 clusters Score -1098900 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1098993.250000 Penalty: 2724.728271
	Iteration 11Q: 3 clusters Score -1098993 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1099109.375000 Penalty: 2724.728271
	Iteration 12Q: 3 clusters Score -1099109 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1099230.375000 Penalty: 2724.728271
	Iteration 13Q: 3 clusters Score -1099230 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1099368.250000 Penalty: 2724.728271
	Iteration 14Q: 3 clusters Score -1099368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1099524.500000 Penalty: 2724.728271
	Iteration 15Q: 3 clusters Score -1099524 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1099679.375000 Penalty: 2724.728271
	Iteration 16Q: 3 clusters Score -1099679 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1099856.750000 Penalty: 2724.728271
	Iteration 17Q: 3 clusters Score -1099857 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1100037.625000 Penalty: 2724.728271
	Iteration 18Q: 3 clusters Score -1100038 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1100243.500000 Penalty: 2724.728271
	Iteration 19Q: 3 clusters Score -1100244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1100421.250000 Penalty: 2724.728271
	Iteration 20F: 3 clusters Score -1100421 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1100549.500000 Penalty: 2724.728271
	Iteration 21Q: 3 clusters Score -1100550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1100661.250000 Penalty: 2724.728271
	Iteration 22Q: 3 clusters Score -1100661 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1100728.375000 Penalty: 2724.728271
	Iteration 23Q: 3 clusters Score -1100728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1100781.875000 Penalty: 2724.728271
	Iteration 24Q: 3 clusters Score -1100782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1100824.250000 Penalty: 2724.728271
	Iteration 25Q: 3 clusters Score -1100824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1100854.250000 Penalty: 2724.728271
	Iteration 26Q: 3 clusters Score -1100854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1100886.500000 Penalty: 2724.728271
	Iteration 27Q: 3 clusters Score -1100886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1100902.750000 Penalty: 2724.728271
	Iteration 28Q: 3 clusters Score -1100903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1100920.625000 Penalty: 2724.728271
	Iteration 29Q: 3 clusters Score -1100921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1100938.875000 Penalty: 2724.728271
	Iteration 30Q: 3 clusters Score -1100939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1100954.125000 Penalty: 2724.728271
	Iteration 31Q: 3 clusters Score -1100954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1100966.125000 Penalty: 2724.728271
	Iteration 32Q: 3 clusters Score -1100966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1100970.250000 Penalty: 2724.728271
	Iteration 33Q: 3 clusters Score -1100970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1100975.125000 Penalty: 2724.728271
	Iteration 34Q: 3 clusters Score -1100975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1100976.875000 Penalty: 2724.728271
	Iteration 35Q: 3 clusters Score -1100977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1100977.875000 Penalty: 2724.728271
	Iteration 36Q: 3 clusters Score -1100978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1100979.875000 Penalty: 2724.728271
	Iteration 37Q: 3 clusters Score -1100980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1100982.375000 Penalty: 2724.728271
	Iteration 38Q: 3 clusters Score -1100982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1100981.625000 Penalty: 2724.728271
	Iteration 39Q: 3 clusters Score -1100982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1100981.875000 Penalty: 2724.728271
	Iteration 40F: 3 clusters Score -1100982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1100983.500000 Penalty: 2724.728271
	Iteration 41Q: 3 clusters Score -1100984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1100985.750000 Penalty: 2724.728271
	Iteration 42Q: 3 clusters Score -1100986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1100986.000000 Penalty: 2724.728271
	Iteration 43Q: 3 clusters Score -1100986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1100987.750000 Penalty: 2724.728271
	Iteration 44Q: 3 clusters Score -1100988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1100989.375000 Penalty: 2724.728271
	Iteration 45Q: 3 clusters Score -1100989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1100989.375000 Penalty: 2724.728271
	Iteration 46Q: 3 clusters Score -1100989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1100989.375000 Penalty: 2724.728271
	Iteration 47F: 3 clusters Score -1100989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (85644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Entering Unmasked Estep 
Score: -9880013.000000 Penalty: 1690.063599
	Iteration 0F: 2 clusters Score -9880013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -9824683.000000 Penalty: 3380.127197
	Iteration 0F: 3 clusters Score -9824683 nChanged 40338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -9848113.000000 Penalty: 3380.127197
	Iteration 1F: 3 clusters Score -9848113 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -9849413.000000 Penalty: 3380.127197
	Iteration 2Q: 3 clusters Score -9849413 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -9851097.000000 Penalty: 3380.127197
	Iteration 3Q: 3 clusters Score -9851097 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -9853302.000000 Penalty: 3380.127197
	Iteration 4F: 3 clusters Score -9853302 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -9856149.000000 Penalty: 3380.127197
	Iteration 5F: 3 clusters Score -9856149 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -9859622.000000 Penalty: 3380.127197
	Iteration 6F: 3 clusters Score -9859622 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -9863290.000000 Penalty: 3380.127197
	Iteration 7F: 3 clusters Score -9863290 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -9866499.000000 Penalty: 3380.127197
	Iteration 8F: 3 clusters Score -9866499 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -9868791.000000 Penalty: 3380.127197
	Iteration 9Q: 3 clusters Score -9868791 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -9870212.000000 Penalty: 3380.127197
	Iteration 10Q: 3 clusters Score -9870212 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -9871010.000000 Penalty: 3380.127197
	Iteration 11Q: 3 clusters Score -9871010 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -9871610.000000 Penalty: 3380.127197
	Iteration 12Q: 3 clusters Score -9871610 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -9872135.000000 Penalty: 3380.127197
	Iteration 13Q: 3 clusters Score -9872135 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -9872591.000000 Penalty: 3380.127197
	Iteration 14Q: 3 clusters Score -9872591 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -9873173.000000 Penalty: 3380.127197
	Iteration 15Q: 3 clusters Score -9873173 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -9873567.000000 Penalty: 3380.127197
	Iteration 16Q: 3 clusters Score -9873567 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -9873922.000000 Penalty: 3380.127197
	Iteration 17Q: 3 clusters Score -9873922 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -9874406.000000 Penalty: 3380.127197
	Iteration 18Q: 3 clusters Score -9874406 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -9874837.000000 Penalty: 3380.127197
	Iteration 19Q: 3 clusters Score -9874837 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -9875184.000000 Penalty: 3380.127197
	Iteration 20F: 3 clusters Score -9875184 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -9875508.000000 Penalty: 3380.127197
	Iteration 21Q: 3 clusters Score -9875508 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -9875976.000000 Penalty: 3380.127197
	Iteration 22Q: 3 clusters Score -9875976 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -9876219.000000 Penalty: 3380.127197
	Iteration 23Q: 3 clusters Score -9876219 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -9876579.000000 Penalty: 3380.127197
	Iteration 24Q: 3 clusters Score -9876579 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -9876865.000000 Penalty: 3380.127197
	Iteration 25Q: 3 clusters Score -9876865 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -9877098.000000 Penalty: 3380.127197
	Iteration 26Q: 3 clusters Score -9877098 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -9877296.000000 Penalty: 3380.127197
	Iteration 27Q: 3 clusters Score -9877296 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -9877483.000000 Penalty: 3380.127197
	Iteration 28Q: 3 clusters Score -9877483 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -9877674.000000 Penalty: 3380.127197
	Iteration 29Q: 3 clusters Score -9877674 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -9877830.000000 Penalty: 3380.127197
	Iteration 30Q: 3 clusters Score -9877830 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -9877981.000000 Penalty: 3380.127197
	Iteration 31Q: 3 clusters Score -9877981 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -9878140.000000 Penalty: 3380.127197
	Iteration 32Q: 3 clusters Score -9878140 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -9878223.000000 Penalty: 3380.127197
	Iteration 33Q: 3 clusters Score -9878223 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -9878375.000000 Penalty: 3380.127197
	Iteration 34Q: 3 clusters Score -9878375 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -9878479.000000 Penalty: 3380.127197
	Iteration 35Q: 3 clusters Score -9878479 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -9878622.000000 Penalty: 3380.127197
	Iteration 36Q: 3 clusters Score -9878622 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9878683.000000 Penalty: 3380.127197
	Iteration 37Q: 3 clusters Score -9878683 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -9878727.000000 Penalty: 3380.127197
	Iteration 38Q: 3 clusters Score -9878727 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -9878783.000000 Penalty: 3380.127197
	Iteration 39Q: 3 clusters Score -9878783 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -9878851.000000 Penalty: 3380.127197
	Iteration 40F: 3 clusters Score -9878851 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -9878939.000000 Penalty: 3380.127197
	Iteration 41Q: 3 clusters Score -9878939 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -9879038.000000 Penalty: 3380.127197
	Iteration 42Q: 3 clusters Score -9879038 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9879108.000000 Penalty: 3380.127197
	Iteration 43Q: 3 clusters Score -9879108 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9879177.000000 Penalty: 3380.127197
	Iteration 44Q: 3 clusters Score -9879177 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9879235.000000 Penalty: 3380.127197
	Iteration 45Q: 3 clusters Score -9879235 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -9879283.000000 Penalty: 3380.127197
	Iteration 46Q: 3 clusters Score -9879283 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9879289.000000 Penalty: 3380.127197
	Iteration 47Q: 3 clusters Score -9879289 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -9879370.000000 Penalty: 3380.127197
	Iteration 48Q: 3 clusters Score -9879370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -9879377.000000 Penalty: 3380.127197
	Iteration 49Q: 3 clusters Score -9879377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -9879396.000000 Penalty: 3380.127197
	Iteration 50Q: 3 clusters Score -9879396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9879399.000000 Penalty: 3380.127197
	Iteration 51Q: 3 clusters Score -9879399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9879409.000000 Penalty: 3380.127197
	Iteration 52Q: 3 clusters Score -9879409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -9879424.000000 Penalty: 3380.127197
	Iteration 53Q: 3 clusters Score -9879424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -9879443.000000 Penalty: 3380.127197
	Iteration 54Q: 3 clusters Score -9879443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -9879432.000000 Penalty: 3380.127197
	Iteration 55Q: 3 clusters Score -9879432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -9879448.000000 Penalty: 3380.127197
	Iteration 56Q: 3 clusters Score -9879448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9879477.000000 Penalty: 3380.127197
	Iteration 57Q: 3 clusters Score -9879477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9879472.000000 Penalty: 3380.127197
	Iteration 58Q: 3 clusters Score -9879472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9879477.000000 Penalty: 3380.127197
	Iteration 59Q: 3 clusters Score -9879477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9879470.000000 Penalty: 3380.127197
	Iteration 60F: 3 clusters Score -9879470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -9879485.000000 Penalty: 3380.127197
	Iteration 61Q: 3 clusters Score -9879485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9879516.000000 Penalty: 3380.127197
	Iteration 62Q: 3 clusters Score -9879516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9879519.000000 Penalty: 3380.127197
	Iteration 63Q: 3 clusters Score -9879519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9879520.000000 Penalty: 3380.127197
	Iteration 64Q: 3 clusters Score -9879520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9879535.000000 Penalty: 3380.127197
	Iteration 65Q: 3 clusters Score -9879535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9879532.000000 Penalty: 3380.127197
	Iteration 66Q: 3 clusters Score -9879532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9879535.000000 Penalty: 3380.127197
	Iteration 67Q: 3 clusters Score -9879535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9879551.000000 Penalty: 3380.127197
	Iteration 68Q: 3 clusters Score -9879551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9879559.000000 Penalty: 3380.127197
	Iteration 69Q: 3 clusters Score -9879559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9879540.000000 Penalty: 3380.127197
	Iteration 70Q: 3 clusters Score -9879540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9879566.000000 Penalty: 3380.127197
	Iteration 71Q: 3 clusters Score -9879566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -9879562.000000 Penalty: 3380.127197
	Iteration 72Q: 3 clusters Score -9879562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9879586.000000 Penalty: 3380.127197
	Iteration 73Q: 3 clusters Score -9879586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9879585.000000 Penalty: 3380.127197
	Iteration 74Q: 3 clusters Score -9879585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9879578.000000 Penalty: 3380.127197
	Iteration 75Q: 3 clusters Score -9879578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9879579.000000 Penalty: 3380.127197
	Iteration 76Q: 3 clusters Score -9879579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9879571.000000 Penalty: 3380.127197
	Iteration 77Q: 3 clusters Score -9879571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9879572.000000 Penalty: 3380.127197
	Iteration 78Q: 3 clusters Score -9879572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -9879591.000000 Penalty: 3380.127197
	Iteration 79Q: 3 clusters Score -9879591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9879589.000000 Penalty: 3380.127197
	Iteration 80F: 3 clusters Score -9879589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9879582.000000 Penalty: 3380.127197
	Iteration 81Q: 3 clusters Score -9879582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -9879590.000000 Penalty: 3380.127197
	Iteration 82Q: 3 clusters Score -9879590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9879581.000000 Penalty: 3380.127197
	Iteration 83Q: 3 clusters Score -9879581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9879586.000000 Penalty: 3380.127197
	Iteration 84Q: 3 clusters Score -9879586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9879590.000000 Penalty: 3380.127197
	Iteration 85Q: 3 clusters Score -9879590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -9879601.000000 Penalty: 3380.127197
	Iteration 86Q: 3 clusters Score -9879601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -9879598.000000 Penalty: 3380.127197
	Iteration 87Q: 3 clusters Score -9879598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9879594.000000 Penalty: 3380.127197
	Iteration 88Q: 3 clusters Score -9879594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9879597.000000 Penalty: 3380.127197
	Iteration 89Q: 3 clusters Score -9879597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9879596.000000 Penalty: 3380.127197
	Iteration 90Q: 3 clusters Score -9879596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9879599.000000 Penalty: 3380.127197
	Iteration 91Q: 3 clusters Score -9879599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9879610.000000 Penalty: 3380.127197
	Iteration 92Q: 3 clusters Score -9879610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9879606.000000 Penalty: 3380.127197
	Iteration 93Q: 3 clusters Score -9879606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9879600.000000 Penalty: 3380.127197
	Iteration 94Q: 3 clusters Score -9879600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9879590.000000 Penalty: 3380.127197
	Iteration 95Q: 3 clusters Score -9879590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9879594.000000 Penalty: 3380.127197
	Iteration 96Q: 3 clusters Score -9879594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9879589.000000 Penalty: 3380.127197
	Iteration 97Q: 3 clusters Score -9879589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82841 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9879600.000000 Penalty: 3380.127197
	Iteration 98Q: 3 clusters Score -9879600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9879598.000000 Penalty: 3380.127197
	Iteration 99Q: 3 clusters Score -9879598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9879603.000000 Penalty: 3380.127197
	Iteration 100F: 3 clusters Score -9879603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -9879591.000000 Penalty: 3380.127197
	Iteration 101Q: 3 clusters Score -9879591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -9879602.000000 Penalty: 3380.127197
	Iteration 102Q: 3 clusters Score -9879602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9879595.000000 Penalty: 3380.127197
	Iteration 103Q: 3 clusters Score -9879595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -9879596.000000 Penalty: 3380.127197
	Iteration 104Q: 3 clusters Score -9879596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -9879597.000000 Penalty: 3380.127197
	Iteration 105Q: 3 clusters Score -9879597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9879590.000000 Penalty: 3380.127197
	Iteration 106Q: 3 clusters Score -9879590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9879599.000000 Penalty: 3380.127197
	Iteration 107Q: 3 clusters Score -9879599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9879610.000000 Penalty: 3380.127197
	Iteration 108Q: 3 clusters Score -9879610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9879613.000000 Penalty: 3380.127197
	Iteration 109Q: 3 clusters Score -9879613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9879607.000000 Penalty: 3380.127197
	Iteration 110Q: 3 clusters Score -9879607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9879612.000000 Penalty: 3380.127197
	Iteration 111Q: 3 clusters Score -9879612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9879617.000000 Penalty: 3380.127197
	Iteration 112Q: 3 clusters Score -9879617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9879615.000000 Penalty: 3380.127197
	Iteration 113Q: 3 clusters Score -9879615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9879609.000000 Penalty: 3380.127197
	Iteration 114Q: 3 clusters Score -9879609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9879609.000000 Penalty: 3380.127197
	Iteration 115F: 3 clusters Score -9879609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1177211.875000 Penalty: 1370.572998
	Iteration 0F: 2 clusters Score -1177212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1170439.750000 Penalty: 2741.145996
	Iteration 0F: 3 clusters Score -1170440 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1172576.500000 Penalty: 2741.145996
	Iteration 1F: 3 clusters Score -1172576 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1172818.625000 Penalty: 2741.145996
	Iteration 2F: 3 clusters Score -1172819 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1172997.875000 Penalty: 2741.145996
	Iteration 3Q: 3 clusters Score -1172998 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1173134.250000 Penalty: 2741.145996
	Iteration 4Q: 3 clusters Score -1173134 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1173257.375000 Penalty: 2741.145996
	Iteration 5Q: 3 clusters Score -1173257 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1173372.000000 Penalty: 2741.145996
	Iteration 6Q: 3 clusters Score -1173372 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1173500.000000 Penalty: 2741.145996
	Iteration 7Q: 3 clusters Score -1173500 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1173628.750000 Penalty: 2741.145996
	Iteration 8Q: 3 clusters Score -1173629 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1173779.375000 Penalty: 2741.145996
	Iteration 9Q: 3 clusters Score -1173779 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1173962.000000 Penalty: 2741.145996
	Iteration 10Q: 3 clusters Score -1173962 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1174190.625000 Penalty: 2741.145996
	Iteration 11Q: 3 clusters Score -1174191 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1174473.625000 Penalty: 2741.145996
	Iteration 12Q: 3 clusters Score -1174474 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1174767.875000 Penalty: 2741.145996
	Iteration 13Q: 3 clusters Score -1174768 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1175039.500000 Penalty: 2741.145996
	Iteration 14Q: 3 clusters Score -1175040 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1175291.250000 Penalty: 2741.145996
	Iteration 15Q: 3 clusters Score -1175291 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1175507.625000 Penalty: 2741.145996
	Iteration 16Q: 3 clusters Score -1175508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1175671.875000 Penalty: 2741.145996
	Iteration 17Q: 3 clusters Score -1175672 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1175784.875000 Penalty: 2741.145996
	Iteration 18Q: 3 clusters Score -1175785 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1175859.750000 Penalty: 2741.145996
	Iteration 19Q: 3 clusters Score -1175860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1175917.250000 Penalty: 2741.145996
	Iteration 20F: 3 clusters Score -1175917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1175959.125000 Penalty: 2741.145996
	Iteration 21Q: 3 clusters Score -1175959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1175996.625000 Penalty: 2741.145996
	Iteration 22Q: 3 clusters Score -1175997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1176019.500000 Penalty: 2741.145996
	Iteration 23Q: 3 clusters Score -1176020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1176038.000000 Penalty: 2741.145996
	Iteration 24Q: 3 clusters Score -1176038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1176058.250000 Penalty: 2741.145996
	Iteration 25Q: 3 clusters Score -1176058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1176062.250000 Penalty: 2741.145996
	Iteration 26Q: 3 clusters Score -1176062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1176069.375000 Penalty: 2741.145996
	Iteration 27Q: 3 clusters Score -1176069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1176073.250000 Penalty: 2741.145996
	Iteration 28Q: 3 clusters Score -1176073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1176077.125000 Penalty: 2741.145996
	Iteration 29Q: 3 clusters Score -1176077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1176079.750000 Penalty: 2741.145996
	Iteration 30Q: 3 clusters Score -1176080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1176081.500000 Penalty: 2741.145996
	Iteration 31Q: 3 clusters Score -1176082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1176082.625000 Penalty: 2741.145996
	Iteration 32Q: 3 clusters Score -1176083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1176082.125000 Penalty: 2741.145996
	Iteration 33Q: 3 clusters Score -1176082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1176084.125000 Penalty: 2741.145996
	Iteration 34Q: 3 clusters Score -1176084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1176083.750000 Penalty: 2741.145996
	Iteration 35Q: 3 clusters Score -1176084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1176087.500000 Penalty: 2741.145996
	Iteration 36Q: 3 clusters Score -1176088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1176090.500000 Penalty: 2741.145996
	Iteration 37Q: 3 clusters Score -1176090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1176094.375000 Penalty: 2741.145996
	Iteration 38Q: 3 clusters Score -1176094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1176095.125000 Penalty: 2741.145996
	Iteration 39Q: 3 clusters Score -1176095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1176101.000000 Penalty: 2741.145996
	Iteration 40F: 3 clusters Score -1176101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1176103.375000 Penalty: 2741.145996
	Iteration 41Q: 3 clusters Score -1176103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1176103.875000 Penalty: 2741.145996
	Iteration 42Q: 3 clusters Score -1176104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1176103.875000 Penalty: 2741.145996
	Iteration 43F: 3 clusters Score -1176104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -661567.937500 Penalty: 1292.188599
	Iteration 0F: 2 clusters Score -661567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -657405.625000 Penalty: 2584.377197
	Iteration 0F: 3 clusters Score -657405.6 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -658703.687500 Penalty: 2584.377197
	Iteration 1F: 3 clusters Score -658703.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -658946.937500 Penalty: 2584.377197
	Iteration 2F: 3 clusters Score -658946.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -659112.562500 Penalty: 2584.377197
	Iteration 3Q: 3 clusters Score -659112.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -659238.750000 Penalty: 2584.377197
	Iteration 4Q: 3 clusters Score -659238.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -659319.312500 Penalty: 2584.377197
	Iteration 5Q: 3 clusters Score -659319.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -659385.437500 Penalty: 2584.377197
	Iteration 6Q: 3 clusters Score -659385.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -659434.687500 Penalty: 2584.377197
	Iteration 7Q: 3 clusters Score -659434.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -659471.875000 Penalty: 2584.377197
	Iteration 8Q: 3 clusters Score -659471.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -659512.750000 Penalty: 2584.377197
	Iteration 9Q: 3 clusters Score -659512.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -659558.437500 Penalty: 2584.377197
	Iteration 10Q: 3 clusters Score -659558.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -659603.437500 Penalty: 2584.377197
	Iteration 11Q: 3 clusters Score -659603.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -659641.750000 Penalty: 2584.377197
	Iteration 12Q: 3 clusters Score -659641.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -659686.250000 Penalty: 2584.377197
	Iteration 13Q: 3 clusters Score -659686.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -659731.250000 Penalty: 2584.377197
	Iteration 14Q: 3 clusters Score -659731.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -659761.750000 Penalty: 2584.377197
	Iteration 15Q: 3 clusters Score -659761.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -659798.937500 Penalty: 2584.377197
	Iteration 16Q: 3 clusters Score -659798.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -659837.812500 Penalty: 2584.377197
	Iteration 17Q: 3 clusters Score -659837.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -659879.062500 Penalty: 2584.377197
	Iteration 18Q: 3 clusters Score -659879.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -659918.250000 Penalty: 2584.377197
	Iteration 19Q: 3 clusters Score -659918.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -659964.437500 Penalty: 2584.377197
	Iteration 20F: 3 clusters Score -659964.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -660004.562500 Penalty: 2584.377197
	Iteration 21Q: 3 clusters Score -660004.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -660040.750000 Penalty: 2584.377197
	Iteration 22Q: 3 clusters Score -660040.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -660073.062500 Penalty: 2584.377197
	Iteration 23Q: 3 clusters Score -660073.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -660101.625000 Penalty: 2584.377197
	Iteration 24Q: 3 clusters Score -660101.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -660127.875000 Penalty: 2584.377197
	Iteration 25Q: 3 clusters Score -660127.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -660154.750000 Penalty: 2584.377197
	Iteration 26Q: 3 clusters Score -660154.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -660173.500000 Penalty: 2584.377197
	Iteration 27Q: 3 clusters Score -660173.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -660190.937500 Penalty: 2584.377197
	Iteration 28Q: 3 clusters Score -660190.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -660203.687500 Penalty: 2584.377197
	Iteration 29Q: 3 clusters Score -660203.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -660220.437500 Penalty: 2584.377197
	Iteration 30Q: 3 clusters Score -660220.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -660237.500000 Penalty: 2584.377197
	Iteration 31Q: 3 clusters Score -660237.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -660255.187500 Penalty: 2584.377197
	Iteration 32Q: 3 clusters Score -660255.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -660271.875000 Penalty: 2584.377197
	Iteration 33Q: 3 clusters Score -660271.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -660287.312500 Penalty: 2584.377197
	Iteration 34Q: 3 clusters Score -660287.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -660302.937500 Penalty: 2584.377197
	Iteration 35Q: 3 clusters Score -660302.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -660323.500000 Penalty: 2584.377197
	Iteration 36Q: 3 clusters Score -660323.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -660341.312500 Penalty: 2584.377197
	Iteration 37Q: 3 clusters Score -660341.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -660356.750000 Penalty: 2584.377197
	Iteration 38Q: 3 clusters Score -660356.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -660367.937500 Penalty: 2584.377197
	Iteration 39Q: 3 clusters Score -660367.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -660375.312500 Penalty: 2584.377197
	Iteration 40F: 3 clusters Score -660375.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -660383.937500 Penalty: 2584.377197
	Iteration 41Q: 3 clusters Score -660383.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -660395.062500 Penalty: 2584.377197
	Iteration 42Q: 3 clusters Score -660395.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -660405.062500 Penalty: 2584.377197
	Iteration 43Q: 3 clusters Score -660405.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -660418.687500 Penalty: 2584.377197
	Iteration 44Q: 3 clusters Score -660418.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -660432.375000 Penalty: 2584.377197
	Iteration 45Q: 3 clusters Score -660432.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -660440.812500 Penalty: 2584.377197
	Iteration 46Q: 3 clusters Score -660440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -660446.250000 Penalty: 2584.377197
	Iteration 47Q: 3 clusters Score -660446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -660449.500000 Penalty: 2584.377197
	Iteration 48Q: 3 clusters Score -660449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -660455.812500 Penalty: 2584.377197
	Iteration 49Q: 3 clusters Score -660455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -660463.437500 Penalty: 2584.377197
	Iteration 50Q: 3 clusters Score -660463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -660471.250000 Penalty: 2584.377197
	Iteration 51Q: 3 clusters Score -660471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -660478.500000 Penalty: 2584.377197
	Iteration 52Q: 3 clusters Score -660478.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -660483.000000 Penalty: 2584.377197
	Iteration 53Q: 3 clusters Score -660483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -660486.750000 Penalty: 2584.377197
	Iteration 54Q: 3 clusters Score -660486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -660488.312500 Penalty: 2584.377197
	Iteration 55Q: 3 clusters Score -660488.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -660491.062500 Penalty: 2584.377197
	Iteration 56Q: 3 clusters Score -660491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -660492.562500 Penalty: 2584.377197
	Iteration 57Q: 3 clusters Score -660492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -660494.812500 Penalty: 2584.377197
	Iteration 58Q: 3 clusters Score -660494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -660494.875000 Penalty: 2584.377197
	Iteration 59Q: 3 clusters Score -660494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -660498.375000 Penalty: 2584.377197
	Iteration 60F: 3 clusters Score -660498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -660501.625000 Penalty: 2584.377197
	Iteration 61Q: 3 clusters Score -660501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -660503.750000 Penalty: 2584.377197
	Iteration 62Q: 3 clusters Score -660503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -660506.750000 Penalty: 2584.377197
	Iteration 63Q: 3 clusters Score -660506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -660507.250000 Penalty: 2584.377197
	Iteration 64Q: 3 clusters Score -660507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -660506.937500 Penalty: 2584.377197
	Iteration 65Q: 3 clusters Score -660506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -660506.937500 Penalty: 2584.377197
	Iteration 66F: 3 clusters Score -660506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Entering Unmasked Estep 
Score: -1912185.250000 Penalty: 1441.047729
	Iteration 0F: 2 clusters Score -1912185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1901643.750000 Penalty: 2882.095459
	Iteration 0F: 3 clusters Score -1901644 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1905306.750000 Penalty: 2882.095459
	Iteration 1F: 3 clusters Score -1905307 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1905626.000000 Penalty: 2882.095459
	Iteration 2F: 3 clusters Score -1905626 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1905849.625000 Penalty: 2882.095459
	Iteration 3Q: 3 clusters Score -1905850 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1906027.250000 Penalty: 2882.095459
	Iteration 4Q: 3 clusters Score -1906027 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1906181.250000 Penalty: 2882.095459
	Iteration 5Q: 3 clusters Score -1906181 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1906328.250000 Penalty: 2882.095459
	Iteration 6Q: 3 clusters Score -1906328 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1906476.250000 Penalty: 2882.095459
	Iteration 7Q: 3 clusters Score -1906476 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1906661.375000 Penalty: 2882.095459
	Iteration 8Q: 3 clusters Score -1906661 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1906913.125000 Penalty: 2882.095459
	Iteration 9Q: 3 clusters Score -1906913 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1907241.250000 Penalty: 2882.095459
	Iteration 10Q: 3 clusters Score -1907241 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1907623.875000 Penalty: 2882.095459
	Iteration 11Q: 3 clusters Score -1907624 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1908111.125000 Penalty: 2882.095459
	Iteration 12F: 3 clusters Score -1908111 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1908624.625000 Penalty: 2882.095459
	Iteration 13Q: 3 clusters Score -1908625 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1909193.625000 Penalty: 2882.095459
	Iteration 14Q: 3 clusters Score -1909194 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1909712.250000 Penalty: 2882.095459
	Iteration 15Q: 3 clusters Score -1909712 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1910079.875000 Penalty: 2882.095459
	Iteration 16Q: 3 clusters Score -1910080 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1910367.125000 Penalty: 2882.095459
	Iteration 17Q: 3 clusters Score -1910367 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1910552.750000 Penalty: 2882.095459
	Iteration 18Q: 3 clusters Score -1910553 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1910685.500000 Penalty: 2882.095459
	Iteration 19Q: 3 clusters Score -1910686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1910764.875000 Penalty: 2882.095459
	Iteration 20F: 3 clusters Score -1910765 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1910829.250000 Penalty: 2882.095459
	Iteration 21Q: 3 clusters Score -1910829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1910872.750000 Penalty: 2882.095459
	Iteration 22Q: 3 clusters Score -1910873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1910906.750000 Penalty: 2882.095459
	Iteration 23Q: 3 clusters Score -1910907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1910940.125000 Penalty: 2882.095459
	Iteration 24Q: 3 clusters Score -1910940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1910963.750000 Penalty: 2882.095459
	Iteration 25Q: 3 clusters Score -1910964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1910986.500000 Penalty: 2882.095459
	Iteration 26Q: 3 clusters Score -1910986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1911007.250000 Penalty: 2882.095459
	Iteration 27Q: 3 clusters Score -1911007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1911019.000000 Penalty: 2882.095459
	Iteration 28Q: 3 clusters Score -1911019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1911028.250000 Penalty: 2882.095459
	Iteration 29Q: 3 clusters Score -1911028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1911030.875000 Penalty: 2882.095459
	Iteration 30Q: 3 clusters Score -1911031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1911033.375000 Penalty: 2882.095459
	Iteration 31Q: 3 clusters Score -1911033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1911033.875000 Penalty: 2882.095459
	Iteration 32Q: 3 clusters Score -1911034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1911036.750000 Penalty: 2882.095459
	Iteration 33Q: 3 clusters Score -1911037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1911039.750000 Penalty: 2882.095459
	Iteration 34Q: 3 clusters Score -1911040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1911036.750000 Penalty: 2882.095459
	Iteration 35Q: 3 clusters Score -1911037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1911036.750000 Penalty: 2882.095459
	Iteration 36F: 3 clusters Score -1911037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Entering Unmasked Estep 
Score: -4890125.500000 Penalty: 1581.995239
	Iteration 0F: 2 clusters Score -4890126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4863344.000000 Penalty: 3163.990479
	Iteration 0F: 3 clusters Score -4863344 nChanged 18973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4873809.000000 Penalty: 3163.990479
	Iteration 1F: 3 clusters Score -4873809 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4874576.000000 Penalty: 3163.990479
	Iteration 2Q: 3 clusters Score -4874576 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4875454.000000 Penalty: 3163.990479
	Iteration 3Q: 3 clusters Score -4875454 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4876759.000000 Penalty: 3163.990479
	Iteration 4F: 3 clusters Score -4876759 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4878301.000000 Penalty: 3163.990479
	Iteration 5F: 3 clusters Score -4878301 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4880080.500000 Penalty: 3163.990479
	Iteration 6F: 3 clusters Score -4880080 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4881748.500000 Penalty: 3163.990479
	Iteration 7F: 3 clusters Score -4881748 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4883313.500000 Penalty: 3163.990479
	Iteration 8F: 3 clusters Score -4883314 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4884793.000000 Penalty: 3163.990479
	Iteration 9F: 3 clusters Score -4884793 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4886138.000000 Penalty: 3163.990479
	Iteration 10Q: 3 clusters Score -4886138 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4887329.000000 Penalty: 3163.990479
	Iteration 11Q: 3 clusters Score -4887329 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4888361.500000 Penalty: 3163.990479
	Iteration 12Q: 3 clusters Score -4888362 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4889146.500000 Penalty: 3163.990479
	Iteration 13Q: 3 clusters Score -4889146 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4889634.000000 Penalty: 3163.990479
	Iteration 14Q: 3 clusters Score -4889634 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4889899.000000 Penalty: 3163.990479
	Iteration 15Q: 3 clusters Score -4889899 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4890000.000000 Penalty: 3163.990479
	Iteration 16Q: 3 clusters Score -4890000 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4890060.000000 Penalty: 3163.990479
	Iteration 17Q: 3 clusters Score -4890060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4890091.500000 Penalty: 3163.990479
	Iteration 18Q: 3 clusters Score -4890092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4890109.500000 Penalty: 3163.990479
	Iteration 19Q: 3 clusters Score -4890110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4890126.000000 Penalty: 3163.990479
	Iteration 20F: 3 clusters Score -4890126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4890135.500000 Penalty: 3163.990479
	Iteration 21Q: 3 clusters Score -4890136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4890147.500000 Penalty: 3163.990479
	Iteration 22Q: 3 clusters Score -4890148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4890147.000000 Penalty: 3163.990479
	Iteration 23Q: 3 clusters Score -4890147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4890158.500000 Penalty: 3163.990479
	Iteration 24Q: 3 clusters Score -4890158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4890162.500000 Penalty: 3163.990479
	Iteration 25Q: 3 clusters Score -4890162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4890168.500000 Penalty: 3163.990479
	Iteration 26Q: 3 clusters Score -4890168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4890170.000000 Penalty: 3163.990479
	Iteration 27Q: 3 clusters Score -4890170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4890176.000000 Penalty: 3163.990479
	Iteration 28Q: 3 clusters Score -4890176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4890180.500000 Penalty: 3163.990479
	Iteration 29Q: 3 clusters Score -4890180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4890180.500000 Penalty: 3163.990479
	Iteration 30Q: 3 clusters Score -4890180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4890183.000000 Penalty: 3163.990479
	Iteration 31Q: 3 clusters Score -4890183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4890184.000000 Penalty: 3163.990479
	Iteration 32Q: 3 clusters Score -4890184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4890187.500000 Penalty: 3163.990479
	Iteration 33Q: 3 clusters Score -4890188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4890194.500000 Penalty: 3163.990479
	Iteration 34Q: 3 clusters Score -4890194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4890194.500000 Penalty: 3163.990479
	Iteration 35Q: 3 clusters Score -4890194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4890202.500000 Penalty: 3163.990479
	Iteration 36Q: 3 clusters Score -4890202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4890203.000000 Penalty: 3163.990479
	Iteration 37Q: 3 clusters Score -4890203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4890212.000000 Penalty: 3163.990479
	Iteration 38Q: 3 clusters Score -4890212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4890218.500000 Penalty: 3163.990479
	Iteration 39Q: 3 clusters Score -4890218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4890216.000000 Penalty: 3163.990479
	Iteration 40F: 3 clusters Score -4890216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4890215.000000 Penalty: 3163.990479
	Iteration 41Q: 3 clusters Score -4890215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4890215.000000 Penalty: 3163.990479
	Iteration 42F: 3 clusters Score -4890215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 32151 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 67075 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 7796 members 
Mstep: Class 29 contains 17446 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 11396 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 35590 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 50451 members 
Mstep: Class 36 contains 22402 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 6749 members 
Mstep: Class 40 contains 6686 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 45809 members 
Mstep: Class 43 contains 8148 members 
Mstep: Class 44 contains 12153 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2782 members 
Mstep: Class 47 contains 3195 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 15452 members 
Mstep: Class 50 contains 6061 members 
Mstep: Class 51 contains 5906 members 
Mstep: Class 52 contains 7387 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 11286 members 
Mstep: Class 55 contains 472 members 
Mstep: Class 56 contains 9468 members 
Mstep: Class 57 contains 85644 members 
Mstep: Class 58 contains 10005 members 
Mstep: Class 59 contains 5908 members 
Mstep: Class 60 contains 16066 members 
Mstep: Class 61 contains 39872 members 
Mstep: Class 62 contains 307 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 18198 members 
Mstep: Class 66 contains 21292 members 
Mstep: Class 67 contains 1555 members 
Entering Unmasked Estep 
Score: -111158496.000000 Penalty: 137772.843750
Splitting cluster 61 changes total score from -111158824.000000 to -111158496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -32951.179688 Penalty: 852.154968
	Iteration 0F: 2 clusters Score -32951.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32207.453125 Penalty: 1704.309937
	Iteration 0F: 3 clusters Score -32207.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32323.154297 Penalty: 1704.309937
	Iteration 1F: 3 clusters Score -32323.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32337.675781 Penalty: 1704.309937
	Iteration 2Q: 3 clusters Score -32337.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32347.009766 Penalty: 1704.309937
	Iteration 3Q: 3 clusters Score -32347.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32350.046875 Penalty: 1704.309937
	Iteration 4Q: 3 clusters Score -32350.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32350.046875 Penalty: 1704.309937
	Iteration 5F: 3 clusters Score -32350.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -17828.894531 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -17828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17110.318359 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -17110.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17237.945312 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -17237.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17316.876953 Penalty: 1675.848633
	Iteration 2F: 3 clusters Score -17316.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17368.705078 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -17368.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17394.064453 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -17394.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17398.962891 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -17398.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17406.246094 Penalty: 1675.848633
	Iteration 6Q: 3 clusters Score -17406.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17406.246094 Penalty: 1675.848633
	Iteration 7F: 3 clusters Score -17406.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36311.882812 Penalty: 895.928284
	Iteration 0F: 2 clusters Score -36311.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35468.859375 Penalty: 1791.856567
	Iteration 0F: 3 clusters Score -35468.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35614.796875 Penalty: 1791.856567
	Iteration 1F: 3 clusters Score -35614.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35654.082031 Penalty: 1791.856567
	Iteration 2Q: 3 clusters Score -35654.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35683.261719 Penalty: 1791.856567
	Iteration 3Q: 3 clusters Score -35683.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35703.289062 Penalty: 1791.856567
	Iteration 4Q: 3 clusters Score -35703.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35734.562500 Penalty: 1791.856567
	Iteration 5Q: 3 clusters Score -35734.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35776.789062 Penalty: 1791.856567
	Iteration 6Q: 3 clusters Score -35776.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35808.789062 Penalty: 1791.856567
	Iteration 7Q: 3 clusters Score -35808.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35834.253906 Penalty: 1791.856567
	Iteration 8Q: 3 clusters Score -35834.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35852.695312 Penalty: 1791.856567
	Iteration 9Q: 3 clusters Score -35852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35873.281250 Penalty: 1791.856567
	Iteration 10Q: 3 clusters Score -35873.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35878.035156 Penalty: 1791.856567
	Iteration 11Q: 3 clusters Score -35878.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35880.160156 Penalty: 1791.856567
	Iteration 12Q: 3 clusters Score -35880.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35880.160156 Penalty: 1791.856567
	Iteration 13F: 3 clusters Score -35880.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (18198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Entering Unmasked Estep 
Score: -2163809.500000 Penalty: 1459.589111
	Iteration 0F: 2 clusters Score -2163810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2151914.000000 Penalty: 2919.178223
	Iteration 0F: 3 clusters Score -2151914 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2156032.500000 Penalty: 2919.178223
	Iteration 1F: 3 clusters Score -2156032 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2156382.000000 Penalty: 2919.178223
	Iteration 2F: 3 clusters Score -2156382 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2156690.000000 Penalty: 2919.178223
	Iteration 3Q: 3 clusters Score -2156690 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2156954.500000 Penalty: 2919.178223
	Iteration 4Q: 3 clusters Score -2156954 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2157267.500000 Penalty: 2919.178223
	Iteration 5Q: 3 clusters Score -2157268 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2157688.750000 Penalty: 2919.178223
	Iteration 6Q: 3 clusters Score -2157689 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2158257.000000 Penalty: 2919.178223
	Iteration 7F: 3 clusters Score -2158257 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2159007.500000 Penalty: 2919.178223
	Iteration 8F: 3 clusters Score -2159008 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2159871.250000 Penalty: 2919.178223
	Iteration 9F: 3 clusters Score -2159871 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2160675.000000 Penalty: 2919.178223
	Iteration 10F: 3 clusters Score -2160675 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2161304.000000 Penalty: 2919.178223
	Iteration 11Q: 3 clusters Score -2161304 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2161770.750000 Penalty: 2919.178223
	Iteration 12Q: 3 clusters Score -2161771 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2162074.500000 Penalty: 2919.178223
	Iteration 13Q: 3 clusters Score -2162074 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2162244.750000 Penalty: 2919.178223
	Iteration 14Q: 3 clusters Score -2162245 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2162355.000000 Penalty: 2919.178223
	Iteration 15Q: 3 clusters Score -2162355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2162421.000000 Penalty: 2919.178223
	Iteration 16Q: 3 clusters Score -2162421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2162484.000000 Penalty: 2919.178223
	Iteration 17Q: 3 clusters Score -2162484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2162521.000000 Penalty: 2919.178223
	Iteration 18Q: 3 clusters Score -2162521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2162559.000000 Penalty: 2919.178223
	Iteration 19Q: 3 clusters Score -2162559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2162590.000000 Penalty: 2919.178223
	Iteration 20F: 3 clusters Score -2162590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2162619.000000 Penalty: 2919.178223
	Iteration 21Q: 3 clusters Score -2162619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2162637.750000 Penalty: 2919.178223
	Iteration 22Q: 3 clusters Score -2162638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2162652.750000 Penalty: 2919.178223
	Iteration 23Q: 3 clusters Score -2162653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2162665.250000 Penalty: 2919.178223
	Iteration 24Q: 3 clusters Score -2162665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2162670.000000 Penalty: 2919.178223
	Iteration 25Q: 3 clusters Score -2162670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2162674.250000 Penalty: 2919.178223
	Iteration 26Q: 3 clusters Score -2162674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2162678.250000 Penalty: 2919.178223
	Iteration 27Q: 3 clusters Score -2162678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2162680.250000 Penalty: 2919.178223
	Iteration 28Q: 3 clusters Score -2162680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2162685.000000 Penalty: 2919.178223
	Iteration 29Q: 3 clusters Score -2162685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2162683.750000 Penalty: 2919.178223
	Iteration 30Q: 3 clusters Score -2162684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2162683.750000 Penalty: 2919.178223
	Iteration 31F: 3 clusters Score -2162684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (21292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Entering Unmasked Estep 
Score: -2524778.500000 Penalty: 1482.953735
	Iteration 0F: 2 clusters Score -2524778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2510785.750000 Penalty: 2965.907471
	Iteration 0F: 3 clusters Score -2510786 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2515865.000000 Penalty: 2965.907471
	Iteration 1F: 3 clusters Score -2515865 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2516225.000000 Penalty: 2965.907471
	Iteration 2F: 3 clusters Score -2516225 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2516483.000000 Penalty: 2965.907471
	Iteration 3Q: 3 clusters Score -2516483 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2516675.250000 Penalty: 2965.907471
	Iteration 4Q: 3 clusters Score -2516675 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2516843.250000 Penalty: 2965.907471
	Iteration 5Q: 3 clusters Score -2516843 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2516971.750000 Penalty: 2965.907471
	Iteration 6Q: 3 clusters Score -2516972 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2517106.000000 Penalty: 2965.907471
	Iteration 7Q: 3 clusters Score -2517106 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2517249.250000 Penalty: 2965.907471
	Iteration 8Q: 3 clusters Score -2517249 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2517407.000000 Penalty: 2965.907471
	Iteration 9Q: 3 clusters Score -2517407 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2517620.750000 Penalty: 2965.907471
	Iteration 10Q: 3 clusters Score -2517621 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2517884.000000 Penalty: 2965.907471
	Iteration 11Q: 3 clusters Score -2517884 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2518316.750000 Penalty: 2965.907471
	Iteration 12Q: 3 clusters Score -2518317 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2519004.500000 Penalty: 2965.907471
	Iteration 13F: 3 clusters Score -2519004 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2519968.750000 Penalty: 2965.907471
	Iteration 14F: 3 clusters Score -2519969 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2521043.250000 Penalty: 2965.907471
	Iteration 15F: 3 clusters Score -2521043 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2522019.250000 Penalty: 2965.907471
	Iteration 16F: 3 clusters Score -2522019 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2522700.250000 Penalty: 2965.907471
	Iteration 17Q: 3 clusters Score -2522700 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2523064.750000 Penalty: 2965.907471
	Iteration 18Q: 3 clusters Score -2523065 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2523308.250000 Penalty: 2965.907471
	Iteration 19Q: 3 clusters Score -2523308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2523468.000000 Penalty: 2965.907471
	Iteration 20F: 3 clusters Score -2523468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2523551.750000 Penalty: 2965.907471
	Iteration 21Q: 3 clusters Score -2523552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2523604.250000 Penalty: 2965.907471
	Iteration 22Q: 3 clusters Score -2523604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2523641.500000 Penalty: 2965.907471
	Iteration 23Q: 3 clusters Score -2523642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2523662.000000 Penalty: 2965.907471
	Iteration 24Q: 3 clusters Score -2523662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2523682.000000 Penalty: 2965.907471
	Iteration 25Q: 3 clusters Score -2523682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2523697.250000 Penalty: 2965.907471
	Iteration 26Q: 3 clusters Score -2523697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2523714.750000 Penalty: 2965.907471
	Iteration 27Q: 3 clusters Score -2523715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2523735.500000 Penalty: 2965.907471
	Iteration 28Q: 3 clusters Score -2523736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2523743.750000 Penalty: 2965.907471
	Iteration 29Q: 3 clusters Score -2523744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2523758.250000 Penalty: 2965.907471
	Iteration 30Q: 3 clusters Score -2523758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2523763.250000 Penalty: 2965.907471
	Iteration 31Q: 3 clusters Score -2523763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2523770.250000 Penalty: 2965.907471
	Iteration 32Q: 3 clusters Score -2523770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2523781.500000 Penalty: 2965.907471
	Iteration 33Q: 3 clusters Score -2523782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2523784.250000 Penalty: 2965.907471
	Iteration 34Q: 3 clusters Score -2523784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2523788.250000 Penalty: 2965.907471
	Iteration 35Q: 3 clusters Score -2523788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2523788.750000 Penalty: 2965.907471
	Iteration 36Q: 3 clusters Score -2523789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2523788.500000 Penalty: 2965.907471
	Iteration 37Q: 3 clusters Score -2523788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2523788.000000 Penalty: 2965.907471
	Iteration 38Q: 3 clusters Score -2523788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2523790.500000 Penalty: 2965.907471
	Iteration 39Q: 3 clusters Score -2523790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2523787.500000 Penalty: 2965.907471
	Iteration 40F: 3 clusters Score -2523788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2523792.750000 Penalty: 2965.907471
	Iteration 41Q: 3 clusters Score -2523793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2523792.750000 Penalty: 2965.907471
	Iteration 42F: 3 clusters Score -2523793 nChanged 0
--- Evaluating fit on full set of 2007584 points ---
Entering Unmasked Estep 
Score: -221738720.000000 Penalty: 142523.812500
22->67 Clusters: Score -221738720.000000, best is -222028976.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1003792 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 45625 members 
Mstep: Class 3 contains 45643 members 
Mstep: Class 4 contains 45696 members 
Mstep: Class 5 contains 45417 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 45766 members 
Mstep: Class 8 contains 45865 members 
Mstep: Class 9 contains 45707 members 
Mstep: Class 10 contains 45853 members 
Mstep: Class 11 contains 45778 members 
Mstep: Class 12 contains 46105 members 
Mstep: Class 13 contains 45881 members 
Mstep: Class 14 contains 45394 members 
Mstep: Class 15 contains 45569 members 
Mstep: Class 16 contains 45620 members 
Mstep: Class 17 contains 45429 members 
Mstep: Class 18 contains 45497 members 
Mstep: Class 19 contains 45809 members 
Mstep: Class 20 contains 45605 members 
Mstep: Class 21 contains 45022 members 
Mstep: Class 22 contains 45540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 96.489906 but Gain 2056.308594
Score: -99533800.000000 Penalty: 43182.535156
Iteration 0F: 22 clusters Score -9.95338e+07 nChanged 955586
Entering Unmasked Mstep 
Mstep: Class 0 contains 2716 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 152306 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 575353 members 
Mstep: Class 5 contains 20547 members 
Mstep: Class 6 contains 12328 members 
Mstep: Class 7 contains 49382 members 
Mstep: Class 9 contains 1535 members 
Mstep: Class 10 contains 32384 members 
Mstep: Class 11 contains 63951 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 10243 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 45538 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4860 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 22 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1009.203369 but Gain 2056.312500
Score: -107362600.000000 Penalty: 41126.222656
Iteration 1F: 21 clusters Score -1.073626e+08 nChanged 343456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2629 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 201410 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 495330 members 
Mstep: Class 5 contains 23666 members 
Mstep: Class 6 contains 33973 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 31324 members 
Mstep: Class 11 contains 50663 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 14 contains 6686 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 85639 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1890.999634 but Gain 2056.308594
Score: -108678208.000000 Penalty: 39069.914062
Iteration 2F: 20 clusters Score -1.086782e+08 nChanged 260052
Entering Unmasked Mstep 
Mstep: Class 0 contains 2609 members 
Mstep: Class 2 contains 211690 members 
Mstep: Class 3 contains 1923 members 
Mstep: Class 4 contains 387967 members 
Mstep: Class 5 contains 30926 members 
Mstep: Class 6 contains 51407 members 
Mstep: Class 7 contains 44244 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 30560 members 
Mstep: Class 11 contains 43735 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7139 members 
Mstep: Class 17 contains 159485 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 12738 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1695.137451 but Gain 2056.312500
Score: -109421800.000000 Penalty: 37013.601562
Iteration 3F: 19 clusters Score -1.094218e+08 nChanged 169824
Entering Unmasked Mstep 
Mstep: Class 0 contains 2583 members 
Mstep: Class 2 contains 186118 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 362409 members 
Mstep: Class 5 contains 43105 members 
Mstep: Class 6 contains 59277 members 
Mstep: Class 7 contains 46680 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 31286 members 
Mstep: Class 11 contains 47669 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 178517 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 3059 members 
Mstep: Class 20 contains 15269 members 
Mstep: Class 22 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109683192.000000 Penalty: 37013.601562
Iteration 4F: 19 clusters Score -1.096832e+08 nChanged 110535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2535 members 
Mstep: Class 2 contains 162806 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 356886 members 
Mstep: Class 5 contains 63090 members 
Mstep: Class 6 contains 60797 members 
Mstep: Class 7 contains 47170 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 32292 members 
Mstep: Class 11 contains 56227 members 
Mstep: Class 12 contains 5545 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 168537 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 16381 members 
Mstep: Class 22 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109815184.000000 Penalty: 37013.601562
Iteration 5F: 19 clusters Score -1.098152e+08 nChanged 81245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2393 members 
Mstep: Class 2 contains 144608 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 350646 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 59853 members 
Mstep: Class 7 contains 46695 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 33452 members 
Mstep: Class 11 contains 66690 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 14 contains 7179 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 6306 members 
Mstep: Class 17 contains 154554 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 16779 members 
Mstep: Class 22 contains 5329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109936200.000000 Penalty: 37013.601562
Iteration 6F: 19 clusters Score -1.099362e+08 nChanged 65907
Entering Unmasked Mstep 
Mstep: Class 0 contains 1707 members 
Mstep: Class 2 contains 129755 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 341389 members 
Mstep: Class 5 contains 99458 members 
Mstep: Class 6 contains 57885 members 
Mstep: Class 7 contains 45997 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 34343 members 
Mstep: Class 11 contains 77016 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 14 contains 7620 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 142752 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 14987 members 
Mstep: Class 20 contains 16935 members 
Mstep: Class 22 contains 6912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110071144.000000 Penalty: 37013.601562
Iteration 7F: 19 clusters Score -1.100711e+08 nChanged 59217
Entering Unmasked Mstep 
Mstep: Class 0 contains 976 members 
Mstep: Class 2 contains 117077 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 329914 members 
Mstep: Class 5 contains 112989 members 
Mstep: Class 6 contains 55812 members 
Mstep: Class 7 contains 45963 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 34837 members 
Mstep: Class 11 contains 85678 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 133045 members 
Mstep: Class 18 contains 8675 members 
Mstep: Class 19 contains 24045 members 
Mstep: Class 20 contains 16937 members 
Mstep: Class 22 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110131552.000000 Penalty: 37013.601562
Iteration 8F: 19 clusters Score -1.101316e+08 nChanged 53906
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 2 contains 106888 members 
Mstep: Class 3 contains 7575 members 
Mstep: Class 4 contains 314701 members 
Mstep: Class 5 contains 121949 members 
Mstep: Class 6 contains 54063 members 
Mstep: Class 7 contains 47731 members 
Mstep: Class 9 contains 1784 members 
Mstep: Class 10 contains 35139 members 
Mstep: Class 11 contains 92660 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 127612 members 
Mstep: Class 18 contains 10186 members 
Mstep: Class 19 contains 35284 members 
Mstep: Class 20 contains 16783 members 
Mstep: Class 22 contains 9135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190896.000000 Penalty: 37013.601562
Iteration 9F: 19 clusters Score -1.101909e+08 nChanged 47297
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 2 contains 98373 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 300198 members 
Mstep: Class 5 contains 126374 members 
Mstep: Class 6 contains 52680 members 
Mstep: Class 7 contains 50523 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 35077 members 
Mstep: Class 11 contains 97480 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 14 contains 7510 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 126494 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 46139 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 22 contains 9826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110245344.000000 Penalty: 37013.601562
Iteration 10Q: 19 clusters Score -1.102453e+08 nChanged 40605
Entering Unmasked Mstep 
Mstep: Class 0 contains 553 members 
Mstep: Class 2 contains 91522 members 
Mstep: Class 3 contains 9833 members 
Mstep: Class 4 contains 288054 members 
Mstep: Class 5 contains 128198 members 
Mstep: Class 6 contains 51646 members 
Mstep: Class 7 contains 53511 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 34619 members 
Mstep: Class 11 contains 100383 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 14 contains 6977 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 4719 members 
Mstep: Class 17 contains 127943 members 
Mstep: Class 18 contains 12632 members 
Mstep: Class 19 contains 55238 members 
Mstep: Class 20 contains 16425 members 
Mstep: Class 22 contains 10324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110279800.000000 Penalty: 37013.601562
Iteration 11Q: 19 clusters Score -1.102798e+08 nChanged 33271
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 86329 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 278048 members 
Mstep: Class 5 contains 129454 members 
Mstep: Class 6 contains 50819 members 
Mstep: Class 7 contains 56319 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 33856 members 
Mstep: Class 11 contains 102038 members 
Mstep: Class 12 contains 8677 members 
Mstep: Class 14 contains 6484 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 129742 members 
Mstep: Class 18 contains 13745 members 
Mstep: Class 19 contains 62561 members 
Mstep: Class 20 contains 16253 members 
Mstep: Class 22 contains 10631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110306168.000000 Penalty: 37013.601562
Iteration 12Q: 19 clusters Score -1.103062e+08 nChanged 27045
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 82500 members 
Mstep: Class 3 contains 12148 members 
Mstep: Class 4 contains 270108 members 
Mstep: Class 5 contains 130698 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 58747 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 32870 members 
Mstep: Class 11 contains 103036 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 4543 members 
Mstep: Class 17 contains 131058 members 
Mstep: Class 18 contains 14761 members 
Mstep: Class 19 contains 68357 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 22 contains 10765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110326008.000000 Penalty: 37013.601562
Iteration 13Q: 19 clusters Score -1.10326e+08 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 79926 members 
Mstep: Class 3 contains 13292 members 
Mstep: Class 4 contains 263621 members 
Mstep: Class 5 contains 131789 members 
Mstep: Class 6 contains 49498 members 
Mstep: Class 7 contains 60433 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 31775 members 
Mstep: Class 11 contains 103604 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 131992 members 
Mstep: Class 18 contains 15696 members 
Mstep: Class 19 contains 73259 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 22 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110340504.000000 Penalty: 37013.601562
Iteration 14Q: 19 clusters Score -1.103405e+08 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 78373 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 258007 members 
Mstep: Class 5 contains 132599 members 
Mstep: Class 6 contains 48906 members 
Mstep: Class 7 contains 61546 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 30568 members 
Mstep: Class 11 contains 103811 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 14 contains 5287 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 17 contains 132555 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 77840 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 22 contains 10916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110353144.000000 Penalty: 37013.601562
Iteration 15Q: 19 clusters Score -1.103531e+08 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 77670 members 
Mstep: Class 3 contains 15732 members 
Mstep: Class 4 contains 253257 members 
Mstep: Class 5 contains 133057 members 
Mstep: Class 6 contains 48349 members 
Mstep: Class 7 contains 61866 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 103855 members 
Mstep: Class 12 contains 8690 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 132953 members 
Mstep: Class 18 contains 17441 members 
Mstep: Class 19 contains 82269 members 
Mstep: Class 20 contains 15856 members 
Mstep: Class 22 contains 10950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110363832.000000 Penalty: 37013.601562
Iteration 16Q: 19 clusters Score -1.103638e+08 nChanged 16735
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 77985 members 
Mstep: Class 3 contains 16904 members 
Mstep: Class 4 contains 248967 members 
Mstep: Class 5 contains 133127 members 
Mstep: Class 6 contains 47845 members 
Mstep: Class 7 contains 61393 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 27701 members 
Mstep: Class 11 contains 103880 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 133187 members 
Mstep: Class 18 contains 18233 members 
Mstep: Class 19 contains 86766 members 
Mstep: Class 20 contains 15805 members 
Mstep: Class 22 contains 10972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110373232.000000 Penalty: 37013.601562
Iteration 17Q: 19 clusters Score -1.103732e+08 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 79074 members 
Mstep: Class 3 contains 17908 members 
Mstep: Class 4 contains 245172 members 
Mstep: Class 5 contains 132967 members 
Mstep: Class 6 contains 47373 members 
Mstep: Class 7 contains 60272 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 26139 members 
Mstep: Class 11 contains 103923 members 
Mstep: Class 12 contains 8629 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 4411 members 
Mstep: Class 17 contains 133280 members 
Mstep: Class 18 contains 19014 members 
Mstep: Class 19 contains 91149 members 
Mstep: Class 20 contains 15770 members 
Mstep: Class 22 contains 10963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110381848.000000 Penalty: 37013.601562
Iteration 18Q: 19 clusters Score -1.103818e+08 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 80728 members 
Mstep: Class 3 contains 18797 members 
Mstep: Class 4 contains 241902 members 
Mstep: Class 5 contains 132570 members 
Mstep: Class 6 contains 46948 members 
Mstep: Class 7 contains 58539 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 24585 members 
Mstep: Class 11 contains 103991 members 
Mstep: Class 12 contains 8667 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 133339 members 
Mstep: Class 18 contains 19751 members 
Mstep: Class 19 contains 95345 members 
Mstep: Class 20 contains 15782 members 
Mstep: Class 22 contains 10913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110390016.000000 Penalty: 37013.601562
Iteration 19Q: 19 clusters Score -1.1039e+08 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 2 contains 82749 members 
Mstep: Class 3 contains 19527 members 
Mstep: Class 4 contains 239210 members 
Mstep: Class 5 contains 132031 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 56387 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 23095 members 
Mstep: Class 11 contains 104089 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 133425 members 
Mstep: Class 18 contains 20271 members 
Mstep: Class 19 contains 99246 members 
Mstep: Class 20 contains 15824 members 
Mstep: Class 22 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110417624.000000 Penalty: 37013.601562
Iteration 20F: 19 clusters Score -1.104176e+08 nChanged 17113
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 2 contains 84431 members 
Mstep: Class 3 contains 20483 members 
Mstep: Class 4 contains 234857 members 
Mstep: Class 5 contains 131320 members 
Mstep: Class 6 contains 46227 members 
Mstep: Class 7 contains 53805 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 21619 members 
Mstep: Class 11 contains 103933 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 4350 members 
Mstep: Class 17 contains 133388 members 
Mstep: Class 18 contains 21158 members 
Mstep: Class 19 contains 105525 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 22 contains 10812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110435360.000000 Penalty: 37013.601562
Iteration 21Q: 19 clusters Score -1.104354e+08 nChanged 16792
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 86140 members 
Mstep: Class 3 contains 21359 members 
Mstep: Class 4 contains 230648 members 
Mstep: Class 5 contains 130572 members 
Mstep: Class 6 contains 45946 members 
Mstep: Class 7 contains 51009 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 20241 members 
Mstep: Class 11 contains 104034 members 
Mstep: Class 12 contains 8949 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 4329 members 
Mstep: Class 17 contains 133380 members 
Mstep: Class 18 contains 21839 members 
Mstep: Class 19 contains 111637 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 22 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110444568.000000 Penalty: 37013.601562
Iteration 22Q: 19 clusters Score -1.104446e+08 nChanged 15884
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 87749 members 
Mstep: Class 3 contains 22142 members 
Mstep: Class 4 contains 226891 members 
Mstep: Class 5 contains 129797 members 
Mstep: Class 6 contains 45796 members 
Mstep: Class 7 contains 48195 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 18936 members 
Mstep: Class 11 contains 104247 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 14 contains 3812 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 133360 members 
Mstep: Class 18 contains 22476 members 
Mstep: Class 19 contains 117170 members 
Mstep: Class 20 contains 15931 members 
Mstep: Class 22 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110451736.000000 Penalty: 37013.601562
Iteration 23Q: 19 clusters Score -1.104517e+08 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 89168 members 
Mstep: Class 3 contains 22829 members 
Mstep: Class 4 contains 223505 members 
Mstep: Class 5 contains 129071 members 
Mstep: Class 6 contains 45790 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 17919 members 
Mstep: Class 11 contains 104377 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 14 contains 3744 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 133347 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 19 contains 122100 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 22 contains 10610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110459664.000000 Penalty: 37013.601562
Iteration 24Q: 19 clusters Score -1.104597e+08 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 90285 members 
Mstep: Class 3 contains 23410 members 
Mstep: Class 4 contains 220394 members 
Mstep: Class 5 contains 128433 members 
Mstep: Class 6 contains 45840 members 
Mstep: Class 7 contains 42675 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 17325 members 
Mstep: Class 11 contains 104454 members 
Mstep: Class 12 contains 9708 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 133270 members 
Mstep: Class 18 contains 24059 members 
Mstep: Class 19 contains 126307 members 
Mstep: Class 20 contains 15989 members 
Mstep: Class 22 contains 10562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110465928.000000 Penalty: 37013.601562
Iteration 25Q: 19 clusters Score -1.104659e+08 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 91100 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 217588 members 
Mstep: Class 5 contains 127890 members 
Mstep: Class 6 contains 45899 members 
Mstep: Class 7 contains 40246 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 17087 members 
Mstep: Class 11 contains 104384 members 
Mstep: Class 12 contains 10020 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4166 members 
Mstep: Class 17 contains 133118 members 
Mstep: Class 18 contains 25246 members 
Mstep: Class 19 contains 129750 members 
Mstep: Class 20 contains 15978 members 
Mstep: Class 22 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110472000.000000 Penalty: 37013.601562
Iteration 26Q: 19 clusters Score -1.10472e+08 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 91651 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 215159 members 
Mstep: Class 5 contains 127374 members 
Mstep: Class 6 contains 45976 members 
Mstep: Class 7 contains 38025 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 104202 members 
Mstep: Class 12 contains 10343 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4099 members 
Mstep: Class 17 contains 132893 members 
Mstep: Class 18 contains 26598 members 
Mstep: Class 19 contains 132593 members 
Mstep: Class 20 contains 15967 members 
Mstep: Class 22 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110476536.000000 Penalty: 37013.601562
Iteration 27Q: 19 clusters Score -1.104765e+08 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 92036 members 
Mstep: Class 3 contains 24935 members 
Mstep: Class 4 contains 212896 members 
Mstep: Class 5 contains 126919 members 
Mstep: Class 6 contains 46070 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 103870 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 482 members 
Mstep: Class 16 contains 4012 members 
Mstep: Class 17 contains 132610 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 19 contains 134906 members 
Mstep: Class 20 contains 15952 members 
Mstep: Class 22 contains 10556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110480224.000000 Penalty: 37013.601562
Iteration 28Q: 19 clusters Score -1.104802e+08 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 92408 members 
Mstep: Class 3 contains 25487 members 
Mstep: Class 4 contains 210715 members 
Mstep: Class 5 contains 126477 members 
Mstep: Class 6 contains 46139 members 
Mstep: Class 7 contains 34396 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 17503 members 
Mstep: Class 11 contains 103560 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 132285 members 
Mstep: Class 18 contains 29673 members 
Mstep: Class 19 contains 136778 members 
Mstep: Class 20 contains 15914 members 
Mstep: Class 22 contains 10565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110484944.000000 Penalty: 37013.601562
Iteration 29Q: 19 clusters Score -1.104849e+08 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 92755 members 
Mstep: Class 3 contains 26029 members 
Mstep: Class 4 contains 208811 members 
Mstep: Class 5 contains 126052 members 
Mstep: Class 6 contains 46188 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 17823 members 
Mstep: Class 11 contains 103259 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 131911 members 
Mstep: Class 18 contains 31332 members 
Mstep: Class 19 contains 138210 members 
Mstep: Class 20 contains 15857 members 
Mstep: Class 22 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110489192.000000 Penalty: 37013.601562
Iteration 30Q: 19 clusters Score -1.104892e+08 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 93115 members 
Mstep: Class 3 contains 26491 members 
Mstep: Class 4 contains 207018 members 
Mstep: Class 5 contains 125679 members 
Mstep: Class 6 contains 46211 members 
Mstep: Class 7 contains 31513 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 18206 members 
Mstep: Class 11 contains 103000 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 14 contains 3932 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 3778 members 
Mstep: Class 17 contains 131547 members 
Mstep: Class 18 contains 33108 members 
Mstep: Class 19 contains 139132 members 
Mstep: Class 20 contains 15811 members 
Mstep: Class 22 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110492624.000000 Penalty: 37013.601562
Iteration 31Q: 19 clusters Score -1.104926e+08 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 93476 members 
Mstep: Class 3 contains 26856 members 
Mstep: Class 4 contains 205268 members 
Mstep: Class 5 contains 125266 members 
Mstep: Class 6 contains 46222 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 18680 members 
Mstep: Class 11 contains 102788 members 
Mstep: Class 12 contains 11832 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 131133 members 
Mstep: Class 18 contains 35107 members 
Mstep: Class 19 contains 139711 members 
Mstep: Class 20 contains 15777 members 
Mstep: Class 22 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110496648.000000 Penalty: 37013.601562
Iteration 32Q: 19 clusters Score -1.104966e+08 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 93816 members 
Mstep: Class 3 contains 27152 members 
Mstep: Class 4 contains 203616 members 
Mstep: Class 5 contains 124803 members 
Mstep: Class 6 contains 46212 members 
Mstep: Class 7 contains 29305 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 102626 members 
Mstep: Class 12 contains 12052 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3673 members 
Mstep: Class 17 contains 130676 members 
Mstep: Class 18 contains 37210 members 
Mstep: Class 19 contains 140013 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 22 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110500368.000000 Penalty: 37013.601562
Iteration 33Q: 19 clusters Score -1.105004e+08 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 94096 members 
Mstep: Class 3 contains 27428 members 
Mstep: Class 4 contains 202017 members 
Mstep: Class 5 contains 124362 members 
Mstep: Class 6 contains 46212 members 
Mstep: Class 7 contains 28452 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 19830 members 
Mstep: Class 11 contains 102498 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 130213 members 
Mstep: Class 18 contains 39430 members 
Mstep: Class 19 contains 139947 members 
Mstep: Class 20 contains 15707 members 
Mstep: Class 22 contains 10484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110504696.000000 Penalty: 37013.601562
Iteration 34Q: 19 clusters Score -1.105047e+08 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 94272 members 
Mstep: Class 3 contains 27702 members 
Mstep: Class 4 contains 200392 members 
Mstep: Class 5 contains 123924 members 
Mstep: Class 6 contains 46207 members 
Mstep: Class 7 contains 27736 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 20493 members 
Mstep: Class 11 contains 102366 members 
Mstep: Class 12 contains 12491 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 129730 members 
Mstep: Class 18 contains 41744 members 
Mstep: Class 19 contains 139737 members 
Mstep: Class 20 contains 15684 members 
Mstep: Class 22 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110509208.000000 Penalty: 37013.601562
Iteration 35Q: 19 clusters Score -1.105092e+08 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 94486 members 
Mstep: Class 3 contains 27993 members 
Mstep: Class 4 contains 198588 members 
Mstep: Class 5 contains 123472 members 
Mstep: Class 6 contains 46186 members 
Mstep: Class 7 contains 27169 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 21106 members 
Mstep: Class 11 contains 102218 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3548 members 
Mstep: Class 17 contains 129261 members 
Mstep: Class 18 contains 44433 members 
Mstep: Class 19 contains 139229 members 
Mstep: Class 20 contains 15658 members 
Mstep: Class 22 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110513488.000000 Penalty: 37013.601562
Iteration 36Q: 19 clusters Score -1.105135e+08 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 94694 members 
Mstep: Class 3 contains 28220 members 
Mstep: Class 4 contains 196826 members 
Mstep: Class 5 contains 123001 members 
Mstep: Class 6 contains 46170 members 
Mstep: Class 7 contains 26658 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 21697 members 
Mstep: Class 11 contains 102117 members 
Mstep: Class 12 contains 12872 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 128758 members 
Mstep: Class 18 contains 47394 members 
Mstep: Class 19 contains 138462 members 
Mstep: Class 20 contains 15644 members 
Mstep: Class 22 contains 10410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110518832.000000 Penalty: 37013.601562
Iteration 37Q: 19 clusters Score -1.105188e+08 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 94784 members 
Mstep: Class 3 contains 28473 members 
Mstep: Class 4 contains 195063 members 
Mstep: Class 5 contains 122543 members 
Mstep: Class 6 contains 46165 members 
Mstep: Class 7 contains 26201 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 22284 members 
Mstep: Class 11 contains 102026 members 
Mstep: Class 12 contains 13058 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 128217 members 
Mstep: Class 18 contains 50482 members 
Mstep: Class 19 contains 137607 members 
Mstep: Class 20 contains 15639 members 
Mstep: Class 22 contains 10377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110523688.000000 Penalty: 37013.601562
Iteration 38Q: 19 clusters Score -1.105237e+08 nChanged 9186
Entering ConstructFrom: 
Score: -110523688.000000 Penalty: 37013.601562
Entering ConstructFrom: 
Trying to split cluster 2 (94868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Entering Unmasked Estep 
Score: -10565367.000000 Penalty: 1705.283936
	Iteration 0F: 2 clusters Score -1.056537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -10505232.000000 Penalty: 3410.567871
	Iteration 0F: 3 clusters Score -1.050523e+07 nChanged 44803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -10531343.000000 Penalty: 3410.567871
	Iteration 1F: 3 clusters Score -1.053134e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -10532442.000000 Penalty: 3410.567871
	Iteration 2Q: 3 clusters Score -1.053244e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -10533646.000000 Penalty: 3410.567871
	Iteration 3Q: 3 clusters Score -1.053365e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -10535362.000000 Penalty: 3410.567871
	Iteration 4Q: 3 clusters Score -1.053536e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -10537552.000000 Penalty: 3410.567871
	Iteration 5Q: 3 clusters Score -1.053755e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -10540370.000000 Penalty: 3410.567871
	Iteration 6F: 3 clusters Score -1.054037e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -10543621.000000 Penalty: 3410.567871
	Iteration 7F: 3 clusters Score -1.054362e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -10547160.000000 Penalty: 3410.567871
	Iteration 8F: 3 clusters Score -1.054716e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -10550307.000000 Penalty: 3410.567871
	Iteration 9F: 3 clusters Score -1.055031e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -10553005.000000 Penalty: 3410.567871
	Iteration 10F: 3 clusters Score -1.0553e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -10555131.000000 Penalty: 3410.567871
	Iteration 11Q: 3 clusters Score -1.055513e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -10556873.000000 Penalty: 3410.567871
	Iteration 12Q: 3 clusters Score -1.055687e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -10558106.000000 Penalty: 3410.567871
	Iteration 13Q: 3 clusters Score -1.055811e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -10559056.000000 Penalty: 3410.567871
	Iteration 14Q: 3 clusters Score -1.055906e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -10559804.000000 Penalty: 3410.567871
	Iteration 15Q: 3 clusters Score -1.05598e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -10560572.000000 Penalty: 3410.567871
	Iteration 16Q: 3 clusters Score -1.056057e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -10561280.000000 Penalty: 3410.567871
	Iteration 17Q: 3 clusters Score -1.056128e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -10562134.000000 Penalty: 3410.567871
	Iteration 18Q: 3 clusters Score -1.056213e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -10562945.000000 Penalty: 3410.567871
	Iteration 19Q: 3 clusters Score -1.056294e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -10563725.000000 Penalty: 3410.567871
	Iteration 20F: 3 clusters Score -1.056372e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -10564307.000000 Penalty: 3410.567871
	Iteration 21Q: 3 clusters Score -1.056431e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -10564947.000000 Penalty: 3410.567871
	Iteration 22Q: 3 clusters Score -1.056495e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -10565436.000000 Penalty: 3410.567871
	Iteration 23Q: 3 clusters Score -1.056544e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -10565904.000000 Penalty: 3410.567871
	Iteration 24Q: 3 clusters Score -1.05659e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -10566350.000000 Penalty: 3410.567871
	Iteration 25Q: 3 clusters Score -1.056635e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -10566761.000000 Penalty: 3410.567871
	Iteration 26Q: 3 clusters Score -1.056676e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -10567088.000000 Penalty: 3410.567871
	Iteration 27Q: 3 clusters Score -1.056709e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -10567312.000000 Penalty: 3410.567871
	Iteration 28Q: 3 clusters Score -1.056731e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -10567536.000000 Penalty: 3410.567871
	Iteration 29Q: 3 clusters Score -1.056754e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -10567697.000000 Penalty: 3410.567871
	Iteration 30Q: 3 clusters Score -1.05677e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -10567807.000000 Penalty: 3410.567871
	Iteration 31Q: 3 clusters Score -1.056781e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -10567842.000000 Penalty: 3410.567871
	Iteration 32Q: 3 clusters Score -1.056784e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -10567910.000000 Penalty: 3410.567871
	Iteration 33Q: 3 clusters Score -1.056791e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -10567913.000000 Penalty: 3410.567871
	Iteration 34Q: 3 clusters Score -1.056791e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -10567958.000000 Penalty: 3410.567871
	Iteration 35Q: 3 clusters Score -1.056796e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -10568007.000000 Penalty: 3410.567871
	Iteration 36Q: 3 clusters Score -1.056801e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -10568031.000000 Penalty: 3410.567871
	Iteration 37Q: 3 clusters Score -1.056803e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -10568026.000000 Penalty: 3410.567871
	Iteration 38Q: 3 clusters Score -1.056803e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -10567988.000000 Penalty: 3410.567871
	Iteration 39Q: 3 clusters Score -1.056799e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -10568006.000000 Penalty: 3410.567871
	Iteration 40F: 3 clusters Score -1.056801e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -10568015.000000 Penalty: 3410.567871
	Iteration 41Q: 3 clusters Score -1.056802e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -10567979.000000 Penalty: 3410.567871
	Iteration 42Q: 3 clusters Score -1.056798e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -10567995.000000 Penalty: 3410.567871
	Iteration 43Q: 3 clusters Score -1.0568e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -10568012.000000 Penalty: 3410.567871
	Iteration 44Q: 3 clusters Score -1.056801e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -10568036.000000 Penalty: 3410.567871
	Iteration 45Q: 3 clusters Score -1.056804e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -10568054.000000 Penalty: 3410.567871
	Iteration 46Q: 3 clusters Score -1.056805e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -10568053.000000 Penalty: 3410.567871
	Iteration 47Q: 3 clusters Score -1.056805e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -10568048.000000 Penalty: 3410.567871
	Iteration 48Q: 3 clusters Score -1.056805e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -10568044.000000 Penalty: 3410.567871
	Iteration 49Q: 3 clusters Score -1.056804e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -10568048.000000 Penalty: 3410.567871
	Iteration 50Q: 3 clusters Score -1.056805e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -10568040.000000 Penalty: 3410.567871
	Iteration 51Q: 3 clusters Score -1.056804e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -10568049.000000 Penalty: 3410.567871
	Iteration 52Q: 3 clusters Score -1.056805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -10568059.000000 Penalty: 3410.567871
	Iteration 53Q: 3 clusters Score -1.056806e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -10568070.000000 Penalty: 3410.567871
	Iteration 54Q: 3 clusters Score -1.056807e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -10568063.000000 Penalty: 3410.567871
	Iteration 55Q: 3 clusters Score -1.056806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -10568067.000000 Penalty: 3410.567871
	Iteration 56Q: 3 clusters Score -1.056807e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -10568079.000000 Penalty: 3410.567871
	Iteration 57Q: 3 clusters Score -1.056808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -10568074.000000 Penalty: 3410.567871
	Iteration 58Q: 3 clusters Score -1.056807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -10568080.000000 Penalty: 3410.567871
	Iteration 59Q: 3 clusters Score -1.056808e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -10568075.000000 Penalty: 3410.567871
	Iteration 60F: 3 clusters Score -1.056808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -10568061.000000 Penalty: 3410.567871
	Iteration 61Q: 3 clusters Score -1.056806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -10568064.000000 Penalty: 3410.567871
	Iteration 62Q: 3 clusters Score -1.056806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -10568056.000000 Penalty: 3410.567871
	Iteration 63Q: 3 clusters Score -1.056806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -10568060.000000 Penalty: 3410.567871
	Iteration 64Q: 3 clusters Score -1.056806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -10568062.000000 Penalty: 3410.567871
	Iteration 65Q: 3 clusters Score -1.056806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -10568053.000000 Penalty: 3410.567871
	Iteration 66Q: 3 clusters Score -1.056805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -10568047.000000 Penalty: 3410.567871
	Iteration 67Q: 3 clusters Score -1.056805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -10568047.000000 Penalty: 3410.567871
	Iteration 68Q: 3 clusters Score -1.056805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -10568067.000000 Penalty: 3410.567871
	Iteration 69Q: 3 clusters Score -1.056807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -10568067.000000 Penalty: 3410.567871
	Iteration 70Q: 3 clusters Score -1.056807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -10568063.000000 Penalty: 3410.567871
	Iteration 71Q: 3 clusters Score -1.056806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -10568040.000000 Penalty: 3410.567871
	Iteration 72Q: 3 clusters Score -1.056804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -10568042.000000 Penalty: 3410.567871
	Iteration 73Q: 3 clusters Score -1.056804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -10568052.000000 Penalty: 3410.567871
	Iteration 74Q: 3 clusters Score -1.056805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -10568038.000000 Penalty: 3410.567871
	Iteration 75Q: 3 clusters Score -1.056804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -10568035.000000 Penalty: 3410.567871
	Iteration 76Q: 3 clusters Score -1.056804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -10568038.000000 Penalty: 3410.567871
	Iteration 77Q: 3 clusters Score -1.056804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -10568039.000000 Penalty: 3410.567871
	Iteration 78Q: 3 clusters Score -1.056804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -10568045.000000 Penalty: 3410.567871
	Iteration 79Q: 3 clusters Score -1.056804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -10568038.000000 Penalty: 3410.567871
	Iteration 80F: 3 clusters Score -1.056804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -10568039.000000 Penalty: 3410.567871
	Iteration 81Q: 3 clusters Score -1.056804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -10568044.000000 Penalty: 3410.567871
	Iteration 82Q: 3 clusters Score -1.056804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -10568044.000000 Penalty: 3410.567871
	Iteration 83F: 3 clusters Score -1.056804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 28657 members 
Mstep: Class 4 contains 193517 members 
Mstep: Class 5 contains 122045 members 
Mstep: Class 6 contains 46161 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 22 contains 10359 members 
Entering Unmasked Estep 
Score: -110528912.000000 Penalty: 39069.914062
Splitting cluster 2 changes total score from -110523688.000000 to -110528912.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (28657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Entering Unmasked Estep 
Score: -3113768.000000 Penalty: 1527.157227
	Iteration 0F: 2 clusters Score -3113768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3095094.250000 Penalty: 3054.314453
	Iteration 0F: 3 clusters Score -3095094 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3102584.500000 Penalty: 3054.314453
	Iteration 1F: 3 clusters Score -3102584 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3103639.500000 Penalty: 3054.314453
	Iteration 2F: 3 clusters Score -3103640 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3104640.000000 Penalty: 3054.314453
	Iteration 3F: 3 clusters Score -3104640 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3105721.500000 Penalty: 3054.314453
	Iteration 4F: 3 clusters Score -3105722 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3106790.000000 Penalty: 3054.314453
	Iteration 5F: 3 clusters Score -3106790 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3107803.500000 Penalty: 3054.314453
	Iteration 6F: 3 clusters Score -3107804 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3108853.500000 Penalty: 3054.314453
	Iteration 7F: 3 clusters Score -3108854 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3109616.000000 Penalty: 3054.314453
	Iteration 8Q: 3 clusters Score -3109616 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3110232.250000 Penalty: 3054.314453
	Iteration 9Q: 3 clusters Score -3110232 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3110638.750000 Penalty: 3054.314453
	Iteration 10Q: 3 clusters Score -3110639 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3110876.250000 Penalty: 3054.314453
	Iteration 11Q: 3 clusters Score -3110876 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3111054.000000 Penalty: 3054.314453
	Iteration 12Q: 3 clusters Score -3111054 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3111176.250000 Penalty: 3054.314453
	Iteration 13Q: 3 clusters Score -3111176 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3111291.500000 Penalty: 3054.314453
	Iteration 14Q: 3 clusters Score -3111292 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3111385.250000 Penalty: 3054.314453
	Iteration 15Q: 3 clusters Score -3111385 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3111507.750000 Penalty: 3054.314453
	Iteration 16Q: 3 clusters Score -3111508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3111595.750000 Penalty: 3054.314453
	Iteration 17Q: 3 clusters Score -3111596 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3111720.750000 Penalty: 3054.314453
	Iteration 18Q: 3 clusters Score -3111721 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3111834.000000 Penalty: 3054.314453
	Iteration 19Q: 3 clusters Score -3111834 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3111965.250000 Penalty: 3054.314453
	Iteration 20F: 3 clusters Score -3111965 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3112122.500000 Penalty: 3054.314453
	Iteration 21Q: 3 clusters Score -3112122 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3112320.250000 Penalty: 3054.314453
	Iteration 22Q: 3 clusters Score -3112320 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3112576.750000 Penalty: 3054.314453
	Iteration 23Q: 3 clusters Score -3112577 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3112944.750000 Penalty: 3054.314453
	Iteration 24Q: 3 clusters Score -3112945 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3113338.500000 Penalty: 3054.314453
	Iteration 25Q: 3 clusters Score -3113338 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3113765.250000 Penalty: 3054.314453
	Iteration 26Q: 3 clusters Score -3113765 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3114153.250000 Penalty: 3054.314453
	Iteration 27Q: 3 clusters Score -3114153 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3114492.250000 Penalty: 3054.314453
	Iteration 28Q: 3 clusters Score -3114492 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3114787.750000 Penalty: 3054.314453
	Iteration 29Q: 3 clusters Score -3114788 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3115024.750000 Penalty: 3054.314453
	Iteration 30Q: 3 clusters Score -3115025 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3115220.000000 Penalty: 3054.314453
	Iteration 31Q: 3 clusters Score -3115220 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3115410.500000 Penalty: 3054.314453
	Iteration 32Q: 3 clusters Score -3115410 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3115629.000000 Penalty: 3054.314453
	Iteration 33Q: 3 clusters Score -3115629 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3115773.250000 Penalty: 3054.314453
	Iteration 34Q: 3 clusters Score -3115773 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3115900.000000 Penalty: 3054.314453
	Iteration 35Q: 3 clusters Score -3115900 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3115996.750000 Penalty: 3054.314453
	Iteration 36Q: 3 clusters Score -3115997 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3116107.000000 Penalty: 3054.314453
	Iteration 37Q: 3 clusters Score -3116107 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3116194.750000 Penalty: 3054.314453
	Iteration 38Q: 3 clusters Score -3116195 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3116257.000000 Penalty: 3054.314453
	Iteration 39Q: 3 clusters Score -3116257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3116471.250000 Penalty: 3054.314453
	Iteration 40F: 3 clusters Score -3116471 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3116581.500000 Penalty: 3054.314453
	Iteration 41Q: 3 clusters Score -3116582 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3116691.500000 Penalty: 3054.314453
	Iteration 42Q: 3 clusters Score -3116692 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3116766.250000 Penalty: 3054.314453
	Iteration 43Q: 3 clusters Score -3116766 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3116800.000000 Penalty: 3054.314453
	Iteration 44Q: 3 clusters Score -3116800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3116837.500000 Penalty: 3054.314453
	Iteration 45Q: 3 clusters Score -3116838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3116862.500000 Penalty: 3054.314453
	Iteration 46Q: 3 clusters Score -3116862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3116896.250000 Penalty: 3054.314453
	Iteration 47Q: 3 clusters Score -3116896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3116917.750000 Penalty: 3054.314453
	Iteration 48Q: 3 clusters Score -3116918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3116944.750000 Penalty: 3054.314453
	Iteration 49Q: 3 clusters Score -3116945 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3116959.250000 Penalty: 3054.314453
	Iteration 50Q: 3 clusters Score -3116959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3116976.750000 Penalty: 3054.314453
	Iteration 51Q: 3 clusters Score -3116977 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3116993.250000 Penalty: 3054.314453
	Iteration 52Q: 3 clusters Score -3116993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3117012.000000 Penalty: 3054.314453
	Iteration 53Q: 3 clusters Score -3117012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3117014.750000 Penalty: 3054.314453
	Iteration 54Q: 3 clusters Score -3117015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3117029.750000 Penalty: 3054.314453
	Iteration 55Q: 3 clusters Score -3117030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3117043.750000 Penalty: 3054.314453
	Iteration 56Q: 3 clusters Score -3117044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3117052.500000 Penalty: 3054.314453
	Iteration 57Q: 3 clusters Score -3117052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3117063.750000 Penalty: 3054.314453
	Iteration 58Q: 3 clusters Score -3117064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3117054.750000 Penalty: 3054.314453
	Iteration 59Q: 3 clusters Score -3117055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3117057.000000 Penalty: 3054.314453
	Iteration 60F: 3 clusters Score -3117057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3117059.250000 Penalty: 3054.314453
	Iteration 61Q: 3 clusters Score -3117059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3117055.250000 Penalty: 3054.314453
	Iteration 62Q: 3 clusters Score -3117055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3117056.000000 Penalty: 3054.314453
	Iteration 63Q: 3 clusters Score -3117056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3117060.000000 Penalty: 3054.314453
	Iteration 64Q: 3 clusters Score -3117060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3117057.750000 Penalty: 3054.314453
	Iteration 65Q: 3 clusters Score -3117058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3117058.750000 Penalty: 3054.314453
	Iteration 66Q: 3 clusters Score -3117059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3117070.250000 Penalty: 3054.314453
	Iteration 67Q: 3 clusters Score -3117070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3117070.750000 Penalty: 3054.314453
	Iteration 68Q: 3 clusters Score -3117071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3117075.250000 Penalty: 3054.314453
	Iteration 69Q: 3 clusters Score -3117075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3117072.000000 Penalty: 3054.314453
	Iteration 70Q: 3 clusters Score -3117072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3117073.750000 Penalty: 3054.314453
	Iteration 71Q: 3 clusters Score -3117074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3117076.500000 Penalty: 3054.314453
	Iteration 72Q: 3 clusters Score -3117076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3117083.000000 Penalty: 3054.314453
	Iteration 73Q: 3 clusters Score -3117083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3117085.750000 Penalty: 3054.314453
	Iteration 74Q: 3 clusters Score -3117086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3117086.500000 Penalty: 3054.314453
	Iteration 75Q: 3 clusters Score -3117086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3117082.250000 Penalty: 3054.314453
	Iteration 76Q: 3 clusters Score -3117082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3117081.250000 Penalty: 3054.314453
	Iteration 77Q: 3 clusters Score -3117081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3117086.750000 Penalty: 3054.314453
	Iteration 78Q: 3 clusters Score -3117087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3117083.500000 Penalty: 3054.314453
	Iteration 79Q: 3 clusters Score -3117084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3117085.250000 Penalty: 3054.314453
	Iteration 80F: 3 clusters Score -3117085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3117083.500000 Penalty: 3054.314453
	Iteration 81Q: 3 clusters Score -3117084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3117082.000000 Penalty: 3054.314453
	Iteration 82Q: 3 clusters Score -3117082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3117079.250000 Penalty: 3054.314453
	Iteration 83Q: 3 clusters Score -3117079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3117076.250000 Penalty: 3054.314453
	Iteration 84Q: 3 clusters Score -3117076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3117076.500000 Penalty: 3054.314453
	Iteration 85Q: 3 clusters Score -3117076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3117081.000000 Penalty: 3054.314453
	Iteration 86Q: 3 clusters Score -3117081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3117083.250000 Penalty: 3054.314453
	Iteration 87Q: 3 clusters Score -3117083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3117083.250000 Penalty: 3054.314453
	Iteration 88F: 3 clusters Score -3117083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 193517 members 
Mstep: Class 5 contains 122045 members 
Mstep: Class 6 contains 46161 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 22 contains 10359 members 
Entering Unmasked Estep 
Score: -110531520.000000 Penalty: 41126.222656
Splitting cluster 3 changes total score from -110523688.000000 to -110531520.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (193517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Entering Unmasked Estep 
Score: -22129122.000000 Penalty: 1811.360352
	Iteration 0F: 2 clusters Score -2.212912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -22031850.000000 Penalty: 3622.720703
	Iteration 0F: 3 clusters Score -2.203185e+07 nChanged 93175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -22088680.000000 Penalty: 3622.720703
	Iteration 1F: 3 clusters Score -2.208868e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -22095988.000000 Penalty: 3622.720703
	Iteration 2F: 3 clusters Score -2.209599e+07 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -22116960.000000 Penalty: 3622.720703
	Iteration 3F: 3 clusters Score -2.211696e+07 nChanged 21658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119680 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -22148636.000000 Penalty: 3622.720703
	Iteration 4F: 3 clusters Score -2.214864e+07 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -22163952.000000 Penalty: 3622.720703
	Iteration 5F: 3 clusters Score -2.216395e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -22168996.000000 Penalty: 3622.720703
	Iteration 6F: 3 clusters Score -2.2169e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136986 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -22170662.000000 Penalty: 3622.720703
	Iteration 7Q: 3 clusters Score -2.217066e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138472 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -22171658.000000 Penalty: 3622.720703
	Iteration 8Q: 3 clusters Score -2.217166e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -22172402.000000 Penalty: 3622.720703
	Iteration 9Q: 3 clusters Score -2.21724e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140350 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -22173054.000000 Penalty: 3622.720703
	Iteration 10Q: 3 clusters Score -2.217305e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140957 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -22173754.000000 Penalty: 3622.720703
	Iteration 11Q: 3 clusters Score -2.217375e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -22174548.000000 Penalty: 3622.720703
	Iteration 12Q: 3 clusters Score -2.217455e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142044 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -22175660.000000 Penalty: 3622.720703
	Iteration 13Q: 3 clusters Score -2.217566e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -22176638.000000 Penalty: 3622.720703
	Iteration 14Q: 3 clusters Score -2.217664e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -22177832.000000 Penalty: 3622.720703
	Iteration 15Q: 3 clusters Score -2.217783e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143732 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -22178998.000000 Penalty: 3622.720703
	Iteration 16Q: 3 clusters Score -2.2179e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -22180046.000000 Penalty: 3622.720703
	Iteration 17Q: 3 clusters Score -2.218005e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -22180916.000000 Penalty: 3622.720703
	Iteration 18Q: 3 clusters Score -2.218092e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -22181560.000000 Penalty: 3622.720703
	Iteration 19Q: 3 clusters Score -2.218156e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -22181908.000000 Penalty: 3622.720703
	Iteration 20F: 3 clusters Score -2.218191e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -22182272.000000 Penalty: 3622.720703
	Iteration 21Q: 3 clusters Score -2.218227e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -22182566.000000 Penalty: 3622.720703
	Iteration 22Q: 3 clusters Score -2.218257e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -22182672.000000 Penalty: 3622.720703
	Iteration 23Q: 3 clusters Score -2.218267e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149335 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -22182914.000000 Penalty: 3622.720703
	Iteration 24Q: 3 clusters Score -2.218291e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -22183088.000000 Penalty: 3622.720703
	Iteration 25Q: 3 clusters Score -2.218309e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151048 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -22183278.000000 Penalty: 3622.720703
	Iteration 26Q: 3 clusters Score -2.218328e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152021 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -22183816.000000 Penalty: 3622.720703
	Iteration 27Q: 3 clusters Score -2.218382e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -22184320.000000 Penalty: 3622.720703
	Iteration 28Q: 3 clusters Score -2.218432e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -22184550.000000 Penalty: 3622.720703
	Iteration 29Q: 3 clusters Score -2.218455e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -22184722.000000 Penalty: 3622.720703
	Iteration 30Q: 3 clusters Score -2.218472e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -22184988.000000 Penalty: 3622.720703
	Iteration 31Q: 3 clusters Score -2.218499e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -22185388.000000 Penalty: 3622.720703
	Iteration 32Q: 3 clusters Score -2.218539e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -22186184.000000 Penalty: 3622.720703
	Iteration 33Q: 3 clusters Score -2.218618e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -22187998.000000 Penalty: 3622.720703
	Iteration 34Q: 3 clusters Score -2.2188e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160603 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -22191558.000000 Penalty: 3622.720703
	Iteration 35Q: 3 clusters Score -2.219156e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161858 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -22193920.000000 Penalty: 3622.720703
	Iteration 36Q: 3 clusters Score -2.219392e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162279 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -22194154.000000 Penalty: 3622.720703
	Iteration 37Q: 3 clusters Score -2.219415e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -22194126.000000 Penalty: 3622.720703
	Iteration 38Q: 3 clusters Score -2.219413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162448 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -22194084.000000 Penalty: 3622.720703
	Iteration 39Q: 3 clusters Score -2.219408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162460 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -22194104.000000 Penalty: 3622.720703
	Iteration 40F: 3 clusters Score -2.21941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -22194092.000000 Penalty: 3622.720703
	Iteration 41Q: 3 clusters Score -2.219409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -22194092.000000 Penalty: 3622.720703
	Iteration 42F: 3 clusters Score -2.219409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 122045 members 
Mstep: Class 6 contains 46161 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 22 contains 10359 members 
Entering Unmasked Estep 
Score: -110598080.000000 Penalty: 43182.535156
Splitting cluster 4 changes total score from -110523688.000000 to -110598080.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (122045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Entering Unmasked Estep 
Score: -14120764.000000 Penalty: 1742.767212
	Iteration 0F: 2 clusters Score -1.412076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -14049344.000000 Penalty: 3485.534424
	Iteration 0F: 3 clusters Score -1.404934e+07 nChanged 58075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -14083313.000000 Penalty: 3485.534424
	Iteration 1F: 3 clusters Score -1.408331e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -14084451.000000 Penalty: 3485.534424
	Iteration 2Q: 3 clusters Score -1.408445e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -14086021.000000 Penalty: 3485.534424
	Iteration 3Q: 3 clusters Score -1.408602e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -14088613.000000 Penalty: 3485.534424
	Iteration 4Q: 3 clusters Score -1.408861e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -14092978.000000 Penalty: 3485.534424
	Iteration 5F: 3 clusters Score -1.409298e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -14100352.000000 Penalty: 3485.534424
	Iteration 6F: 3 clusters Score -1.410035e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -14113063.000000 Penalty: 3485.534424
	Iteration 7F: 3 clusters Score -1.411306e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -14131167.000000 Penalty: 3485.534424
	Iteration 8F: 3 clusters Score -1.413117e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -14142073.000000 Penalty: 3485.534424
	Iteration 9F: 3 clusters Score -1.414207e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -14147991.000000 Penalty: 3485.534424
	Iteration 10Q: 3 clusters Score -1.414799e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -14154864.000000 Penalty: 3485.534424
	Iteration 11Q: 3 clusters Score -1.415486e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -14162095.000000 Penalty: 3485.534424
	Iteration 12Q: 3 clusters Score -1.41621e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -14166384.000000 Penalty: 3485.534424
	Iteration 13Q: 3 clusters Score -1.416638e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -14167002.000000 Penalty: 3485.534424
	Iteration 14Q: 3 clusters Score -1.4167e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -14167043.000000 Penalty: 3485.534424
	Iteration 15Q: 3 clusters Score -1.416704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -14167020.000000 Penalty: 3485.534424
	Iteration 16Q: 3 clusters Score -1.416702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -14167024.000000 Penalty: 3485.534424
	Iteration 17Q: 3 clusters Score -1.416702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -14167010.000000 Penalty: 3485.534424
	Iteration 18Q: 3 clusters Score -1.416701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -14167006.000000 Penalty: 3485.534424
	Iteration 19Q: 3 clusters Score -1.416701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -14167011.000000 Penalty: 3485.534424
	Iteration 20F: 3 clusters Score -1.416701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 46161 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Entering Unmasked Estep 
Score: -110645112.000000 Penalty: 45238.843750
Splitting cluster 5 changes total score from -110523688.000000 to -110645112.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (46161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Entering Unmasked Estep 
Score: -5031980.500000 Penalty: 1598.095825
	Iteration 0F: 2 clusters Score -5031980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -5002231.500000 Penalty: 3196.191650
	Iteration 0F: 3 clusters Score -5002232 nChanged 21271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5014897.000000 Penalty: 3196.191650
	Iteration 1F: 3 clusters Score -5014897 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5017269.500000 Penalty: 3196.191650
	Iteration 2F: 3 clusters Score -5017270 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5020901.500000 Penalty: 3196.191650
	Iteration 3F: 3 clusters Score -5020902 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -5025136.500000 Penalty: 3196.191650
	Iteration 4F: 3 clusters Score -5025136 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5028722.000000 Penalty: 3196.191650
	Iteration 5F: 3 clusters Score -5028722 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5030976.500000 Penalty: 3196.191650
	Iteration 6F: 3 clusters Score -5030976 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5032284.000000 Penalty: 3196.191650
	Iteration 7Q: 3 clusters Score -5032284 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5033038.000000 Penalty: 3196.191650
	Iteration 8Q: 3 clusters Score -5033038 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5033568.000000 Penalty: 3196.191650
	Iteration 9Q: 3 clusters Score -5033568 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -5033993.000000 Penalty: 3196.191650
	Iteration 10Q: 3 clusters Score -5033993 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5034419.500000 Penalty: 3196.191650
	Iteration 11Q: 3 clusters Score -5034420 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -5034895.500000 Penalty: 3196.191650
	Iteration 12Q: 3 clusters Score -5034896 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5035430.000000 Penalty: 3196.191650
	Iteration 13Q: 3 clusters Score -5035430 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5035989.000000 Penalty: 3196.191650
	Iteration 14Q: 3 clusters Score -5035989 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5036434.500000 Penalty: 3196.191650
	Iteration 15Q: 3 clusters Score -5036434 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5036895.500000 Penalty: 3196.191650
	Iteration 16Q: 3 clusters Score -5036896 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5037298.500000 Penalty: 3196.191650
	Iteration 17Q: 3 clusters Score -5037298 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5037755.000000 Penalty: 3196.191650
	Iteration 18Q: 3 clusters Score -5037755 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -5038132.000000 Penalty: 3196.191650
	Iteration 19Q: 3 clusters Score -5038132 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5038455.500000 Penalty: 3196.191650
	Iteration 20F: 3 clusters Score -5038456 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -5038709.000000 Penalty: 3196.191650
	Iteration 21Q: 3 clusters Score -5038709 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5038851.000000 Penalty: 3196.191650
	Iteration 22Q: 3 clusters Score -5038851 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -5038954.000000 Penalty: 3196.191650
	Iteration 23Q: 3 clusters Score -5038954 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5038998.500000 Penalty: 3196.191650
	Iteration 24Q: 3 clusters Score -5038998 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -5039112.500000 Penalty: 3196.191650
	Iteration 25Q: 3 clusters Score -5039112 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5039213.000000 Penalty: 3196.191650
	Iteration 26Q: 3 clusters Score -5039213 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5039288.500000 Penalty: 3196.191650
	Iteration 27Q: 3 clusters Score -5039288 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -5039322.000000 Penalty: 3196.191650
	Iteration 28Q: 3 clusters Score -5039322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5039383.500000 Penalty: 3196.191650
	Iteration 29Q: 3 clusters Score -5039384 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -5039439.000000 Penalty: 3196.191650
	Iteration 30Q: 3 clusters Score -5039439 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -5039473.000000 Penalty: 3196.191650
	Iteration 31Q: 3 clusters Score -5039473 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5039528.500000 Penalty: 3196.191650
	Iteration 32Q: 3 clusters Score -5039528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -5039583.500000 Penalty: 3196.191650
	Iteration 33Q: 3 clusters Score -5039584 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5039638.500000 Penalty: 3196.191650
	Iteration 34Q: 3 clusters Score -5039638 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5039672.500000 Penalty: 3196.191650
	Iteration 35Q: 3 clusters Score -5039672 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5039706.500000 Penalty: 3196.191650
	Iteration 36Q: 3 clusters Score -5039706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5039722.000000 Penalty: 3196.191650
	Iteration 37Q: 3 clusters Score -5039722 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5039767.500000 Penalty: 3196.191650
	Iteration 38Q: 3 clusters Score -5039768 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5039834.500000 Penalty: 3196.191650
	Iteration 39Q: 3 clusters Score -5039834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5039875.000000 Penalty: 3196.191650
	Iteration 40F: 3 clusters Score -5039875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -5039903.500000 Penalty: 3196.191650
	Iteration 41Q: 3 clusters Score -5039904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5039933.500000 Penalty: 3196.191650
	Iteration 42Q: 3 clusters Score -5039934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5039949.500000 Penalty: 3196.191650
	Iteration 43Q: 3 clusters Score -5039950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5039950.000000 Penalty: 3196.191650
	Iteration 44Q: 3 clusters Score -5039950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -5039967.000000 Penalty: 3196.191650
	Iteration 45Q: 3 clusters Score -5039967 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5039980.000000 Penalty: 3196.191650
	Iteration 46Q: 3 clusters Score -5039980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5040001.500000 Penalty: 3196.191650
	Iteration 47Q: 3 clusters Score -5040002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5040007.000000 Penalty: 3196.191650
	Iteration 48Q: 3 clusters Score -5040007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5040013.000000 Penalty: 3196.191650
	Iteration 49Q: 3 clusters Score -5040013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5040011.000000 Penalty: 3196.191650
	Iteration 50Q: 3 clusters Score -5040011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5040012.000000 Penalty: 3196.191650
	Iteration 51Q: 3 clusters Score -5040012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5040031.500000 Penalty: 3196.191650
	Iteration 52Q: 3 clusters Score -5040032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -5040029.000000 Penalty: 3196.191650
	Iteration 53Q: 3 clusters Score -5040029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5040008.500000 Penalty: 3196.191650
	Iteration 54Q: 3 clusters Score -5040008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -5040000.000000 Penalty: 3196.191650
	Iteration 55Q: 3 clusters Score -5040000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5039998.000000 Penalty: 3196.191650
	Iteration 56Q: 3 clusters Score -5039998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5040014.500000 Penalty: 3196.191650
	Iteration 57Q: 3 clusters Score -5040014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5040007.500000 Penalty: 3196.191650
	Iteration 58Q: 3 clusters Score -5040008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5040017.000000 Penalty: 3196.191650
	Iteration 59Q: 3 clusters Score -5040017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5040023.000000 Penalty: 3196.191650
	Iteration 60F: 3 clusters Score -5040023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5040017.000000 Penalty: 3196.191650
	Iteration 61Q: 3 clusters Score -5040017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5040020.500000 Penalty: 3196.191650
	Iteration 62Q: 3 clusters Score -5040020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5040022.000000 Penalty: 3196.191650
	Iteration 63Q: 3 clusters Score -5040022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5040024.000000 Penalty: 3196.191650
	Iteration 64Q: 3 clusters Score -5040024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5040025.000000 Penalty: 3196.191650
	Iteration 65Q: 3 clusters Score -5040025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -5040018.000000 Penalty: 3196.191650
	Iteration 66Q: 3 clusters Score -5040018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5040026.000000 Penalty: 3196.191650
	Iteration 67Q: 3 clusters Score -5040026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5040035.000000 Penalty: 3196.191650
	Iteration 68Q: 3 clusters Score -5040035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5040045.000000 Penalty: 3196.191650
	Iteration 69Q: 3 clusters Score -5040045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5040048.500000 Penalty: 3196.191650
	Iteration 70Q: 3 clusters Score -5040048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5040043.500000 Penalty: 3196.191650
	Iteration 71Q: 3 clusters Score -5040044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5040069.500000 Penalty: 3196.191650
	Iteration 72Q: 3 clusters Score -5040070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5040068.500000 Penalty: 3196.191650
	Iteration 73Q: 3 clusters Score -5040068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5040065.000000 Penalty: 3196.191650
	Iteration 74Q: 3 clusters Score -5040065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5040073.500000 Penalty: 3196.191650
	Iteration 75Q: 3 clusters Score -5040074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -5040071.000000 Penalty: 3196.191650
	Iteration 76Q: 3 clusters Score -5040071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5040072.500000 Penalty: 3196.191650
	Iteration 77Q: 3 clusters Score -5040072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5040080.500000 Penalty: 3196.191650
	Iteration 78Q: 3 clusters Score -5040080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5040084.500000 Penalty: 3196.191650
	Iteration 79Q: 3 clusters Score -5040084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5040094.500000 Penalty: 3196.191650
	Iteration 80F: 3 clusters Score -5040094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5040090.500000 Penalty: 3196.191650
	Iteration 81Q: 3 clusters Score -5040090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5040096.500000 Penalty: 3196.191650
	Iteration 82Q: 3 clusters Score -5040096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5040092.000000 Penalty: 3196.191650
	Iteration 83Q: 3 clusters Score -5040092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5040084.500000 Penalty: 3196.191650
	Iteration 84Q: 3 clusters Score -5040084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5040089.500000 Penalty: 3196.191650
	Iteration 85Q: 3 clusters Score -5040090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5040090.000000 Penalty: 3196.191650
	Iteration 86Q: 3 clusters Score -5040090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5040087.000000 Penalty: 3196.191650
	Iteration 87Q: 3 clusters Score -5040087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5040091.000000 Penalty: 3196.191650
	Iteration 88Q: 3 clusters Score -5040091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -5040089.000000 Penalty: 3196.191650
	Iteration 89Q: 3 clusters Score -5040089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5040094.500000 Penalty: 3196.191650
	Iteration 90Q: 3 clusters Score -5040094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5040099.000000 Penalty: 3196.191650
	Iteration 91Q: 3 clusters Score -5040099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5040098.500000 Penalty: 3196.191650
	Iteration 92Q: 3 clusters Score -5040098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5040098.500000 Penalty: 3196.191650
	Iteration 93F: 3 clusters Score -5040098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Entering Unmasked Estep 
Score: -110652920.000000 Penalty: 47295.156250
Splitting cluster 6 changes total score from -110523688.000000 to -110652920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (25827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Entering Unmasked Estep 
Score: -2840680.250000 Penalty: 1511.685425
	Iteration 0F: 2 clusters Score -2840680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2823854.750000 Penalty: 3023.370850
	Iteration 0F: 3 clusters Score -2823855 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2830436.750000 Penalty: 3023.370850
	Iteration 1F: 3 clusters Score -2830437 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2831282.250000 Penalty: 3023.370850
	Iteration 2F: 3 clusters Score -2831282 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2832303.750000 Penalty: 3023.370850
	Iteration 3F: 3 clusters Score -2832304 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2833546.750000 Penalty: 3023.370850
	Iteration 4F: 3 clusters Score -2833547 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2835017.500000 Penalty: 3023.370850
	Iteration 5F: 3 clusters Score -2835018 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2836747.250000 Penalty: 3023.370850
	Iteration 6F: 3 clusters Score -2836747 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2838410.750000 Penalty: 3023.370850
	Iteration 7F: 3 clusters Score -2838411 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2839651.000000 Penalty: 3023.370850
	Iteration 8F: 3 clusters Score -2839651 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2840502.250000 Penalty: 3023.370850
	Iteration 9Q: 3 clusters Score -2840502 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2841115.500000 Penalty: 3023.370850
	Iteration 10Q: 3 clusters Score -2841116 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2841599.250000 Penalty: 3023.370850
	Iteration 11Q: 3 clusters Score -2841599 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2842022.750000 Penalty: 3023.370850
	Iteration 12Q: 3 clusters Score -2842023 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2842408.250000 Penalty: 3023.370850
	Iteration 13Q: 3 clusters Score -2842408 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2842769.250000 Penalty: 3023.370850
	Iteration 14Q: 3 clusters Score -2842769 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2843179.000000 Penalty: 3023.370850
	Iteration 15Q: 3 clusters Score -2843179 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2843628.250000 Penalty: 3023.370850
	Iteration 16Q: 3 clusters Score -2843628 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2844114.000000 Penalty: 3023.370850
	Iteration 17Q: 3 clusters Score -2844114 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2844558.000000 Penalty: 3023.370850
	Iteration 18Q: 3 clusters Score -2844558 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2844988.000000 Penalty: 3023.370850
	Iteration 19Q: 3 clusters Score -2844988 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2845427.000000 Penalty: 3023.370850
	Iteration 20F: 3 clusters Score -2845427 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2845828.750000 Penalty: 3023.370850
	Iteration 21Q: 3 clusters Score -2845829 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2846205.000000 Penalty: 3023.370850
	Iteration 22Q: 3 clusters Score -2846205 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2846550.000000 Penalty: 3023.370850
	Iteration 23Q: 3 clusters Score -2846550 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2846841.500000 Penalty: 3023.370850
	Iteration 24Q: 3 clusters Score -2846842 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2847069.500000 Penalty: 3023.370850
	Iteration 25Q: 3 clusters Score -2847070 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2847238.250000 Penalty: 3023.370850
	Iteration 26Q: 3 clusters Score -2847238 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2847328.750000 Penalty: 3023.370850
	Iteration 27Q: 3 clusters Score -2847329 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2847395.250000 Penalty: 3023.370850
	Iteration 28Q: 3 clusters Score -2847395 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2847433.750000 Penalty: 3023.370850
	Iteration 29Q: 3 clusters Score -2847434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2847477.500000 Penalty: 3023.370850
	Iteration 30Q: 3 clusters Score -2847478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2847498.250000 Penalty: 3023.370850
	Iteration 31Q: 3 clusters Score -2847498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2847518.750000 Penalty: 3023.370850
	Iteration 32Q: 3 clusters Score -2847519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2847537.500000 Penalty: 3023.370850
	Iteration 33Q: 3 clusters Score -2847538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2847554.250000 Penalty: 3023.370850
	Iteration 34Q: 3 clusters Score -2847554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2847564.000000 Penalty: 3023.370850
	Iteration 35Q: 3 clusters Score -2847564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2847571.000000 Penalty: 3023.370850
	Iteration 36Q: 3 clusters Score -2847571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2847589.000000 Penalty: 3023.370850
	Iteration 37Q: 3 clusters Score -2847589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2847587.500000 Penalty: 3023.370850
	Iteration 38Q: 3 clusters Score -2847588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2847596.000000 Penalty: 3023.370850
	Iteration 39Q: 3 clusters Score -2847596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2847594.250000 Penalty: 3023.370850
	Iteration 40F: 3 clusters Score -2847594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2847590.250000 Penalty: 3023.370850
	Iteration 41Q: 3 clusters Score -2847590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2847594.750000 Penalty: 3023.370850
	Iteration 42Q: 3 clusters Score -2847595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2847596.250000 Penalty: 3023.370850
	Iteration 43Q: 3 clusters Score -2847596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2847604.250000 Penalty: 3023.370850
	Iteration 44Q: 3 clusters Score -2847604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2847605.000000 Penalty: 3023.370850
	Iteration 45Q: 3 clusters Score -2847605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2847606.000000 Penalty: 3023.370850
	Iteration 46Q: 3 clusters Score -2847606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2847608.750000 Penalty: 3023.370850
	Iteration 47Q: 3 clusters Score -2847609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2847605.500000 Penalty: 3023.370850
	Iteration 48Q: 3 clusters Score -2847606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2847609.500000 Penalty: 3023.370850
	Iteration 49Q: 3 clusters Score -2847610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2847614.250000 Penalty: 3023.370850
	Iteration 50Q: 3 clusters Score -2847614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2847614.000000 Penalty: 3023.370850
	Iteration 51Q: 3 clusters Score -2847614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2847613.250000 Penalty: 3023.370850
	Iteration 52Q: 3 clusters Score -2847613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2847617.750000 Penalty: 3023.370850
	Iteration 53Q: 3 clusters Score -2847618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2847616.250000 Penalty: 3023.370850
	Iteration 54Q: 3 clusters Score -2847616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2847618.750000 Penalty: 3023.370850
	Iteration 55Q: 3 clusters Score -2847619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2847623.000000 Penalty: 3023.370850
	Iteration 56Q: 3 clusters Score -2847623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2847621.000000 Penalty: 3023.370850
	Iteration 57Q: 3 clusters Score -2847621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2847621.000000 Penalty: 3023.370850
	Iteration 58F: 3 clusters Score -2847621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Entering Unmasked Estep 
Score: -110659592.000000 Penalty: 49351.468750
Splitting cluster 7 changes total score from -110523688.000000 to -110659592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -182237.515625 Penalty: 1167.979370
	Iteration 0F: 2 clusters Score -182237.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -180314.234375 Penalty: 2335.958740
	Iteration 0F: 3 clusters Score -180314.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -184138.015625 Penalty: 2335.958740
	Iteration 1F: 3 clusters Score -184138 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -189129.437500 Penalty: 2335.958740
	Iteration 2F: 3 clusters Score -189129.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -191418.859375 Penalty: 2335.958740
	Iteration 3F: 3 clusters Score -191418.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -192214.093750 Penalty: 2335.958740
	Iteration 4Q: 3 clusters Score -192214.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -192712.921875 Penalty: 2335.958740
	Iteration 5Q: 3 clusters Score -192712.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -193254.843750 Penalty: 2335.958740
	Iteration 6Q: 3 clusters Score -193254.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -194474.046875 Penalty: 2335.958740
	Iteration 7Q: 3 clusters Score -194474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -194587.359375 Penalty: 2335.958740
	Iteration 8Q: 3 clusters Score -194587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -194633.765625 Penalty: 2335.958740
	Iteration 9Q: 3 clusters Score -194633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -194638.781250 Penalty: 2335.958740
	Iteration 10Q: 3 clusters Score -194638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -194642.296875 Penalty: 2335.958740
	Iteration 11Q: 3 clusters Score -194642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -194642.296875 Penalty: 2335.958740
	Iteration 12F: 3 clusters Score -194642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 101948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Entering Unmasked Estep 
Score: -110670864.000000 Penalty: 51407.781250
Splitting cluster 9 changes total score from -110523688.000000 to -110670864.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (22857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Entering Unmasked Estep 
Score: -2532662.000000 Penalty: 1493.507568
	Iteration 0F: 2 clusters Score -2532662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2517825.250000 Penalty: 2987.015137
	Iteration 0F: 3 clusters Score -2517825 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2523658.500000 Penalty: 2987.015137
	Iteration 1F: 3 clusters Score -2523658 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2524630.000000 Penalty: 2987.015137
	Iteration 2F: 3 clusters Score -2524630 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2525807.000000 Penalty: 2987.015137
	Iteration 3F: 3 clusters Score -2525807 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2527219.000000 Penalty: 2987.015137
	Iteration 4F: 3 clusters Score -2527219 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2528645.250000 Penalty: 2987.015137
	Iteration 5F: 3 clusters Score -2528645 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2529815.750000 Penalty: 2987.015137
	Iteration 6F: 3 clusters Score -2529816 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2530559.750000 Penalty: 2987.015137
	Iteration 7F: 3 clusters Score -2530560 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2530970.250000 Penalty: 2987.015137
	Iteration 8Q: 3 clusters Score -2530970 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2531200.000000 Penalty: 2987.015137
	Iteration 9Q: 3 clusters Score -2531200 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2531331.500000 Penalty: 2987.015137
	Iteration 10Q: 3 clusters Score -2531332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2531403.500000 Penalty: 2987.015137
	Iteration 11Q: 3 clusters Score -2531404 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2531482.750000 Penalty: 2987.015137
	Iteration 12Q: 3 clusters Score -2531483 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2531533.500000 Penalty: 2987.015137
	Iteration 13Q: 3 clusters Score -2531534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2531595.500000 Penalty: 2987.015137
	Iteration 14Q: 3 clusters Score -2531596 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2531652.750000 Penalty: 2987.015137
	Iteration 15Q: 3 clusters Score -2531653 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2531723.750000 Penalty: 2987.015137
	Iteration 16Q: 3 clusters Score -2531724 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2531792.000000 Penalty: 2987.015137
	Iteration 17Q: 3 clusters Score -2531792 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2531861.000000 Penalty: 2987.015137
	Iteration 18Q: 3 clusters Score -2531861 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2531896.500000 Penalty: 2987.015137
	Iteration 19Q: 3 clusters Score -2531896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2531953.750000 Penalty: 2987.015137
	Iteration 20F: 3 clusters Score -2531954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2531991.750000 Penalty: 2987.015137
	Iteration 21Q: 3 clusters Score -2531992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2532030.500000 Penalty: 2987.015137
	Iteration 22Q: 3 clusters Score -2532030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2532056.500000 Penalty: 2987.015137
	Iteration 23Q: 3 clusters Score -2532056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2532087.250000 Penalty: 2987.015137
	Iteration 24Q: 3 clusters Score -2532087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2532117.250000 Penalty: 2987.015137
	Iteration 25Q: 3 clusters Score -2532117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2532141.000000 Penalty: 2987.015137
	Iteration 26Q: 3 clusters Score -2532141 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2532158.250000 Penalty: 2987.015137
	Iteration 27Q: 3 clusters Score -2532158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2532178.250000 Penalty: 2987.015137
	Iteration 28Q: 3 clusters Score -2532178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2532187.750000 Penalty: 2987.015137
	Iteration 29Q: 3 clusters Score -2532188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2532196.250000 Penalty: 2987.015137
	Iteration 30Q: 3 clusters Score -2532196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2532213.000000 Penalty: 2987.015137
	Iteration 31Q: 3 clusters Score -2532213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2532222.500000 Penalty: 2987.015137
	Iteration 32Q: 3 clusters Score -2532222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2532226.500000 Penalty: 2987.015137
	Iteration 33Q: 3 clusters Score -2532226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2532237.500000 Penalty: 2987.015137
	Iteration 34Q: 3 clusters Score -2532238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2532242.250000 Penalty: 2987.015137
	Iteration 35Q: 3 clusters Score -2532242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2532251.250000 Penalty: 2987.015137
	Iteration 36Q: 3 clusters Score -2532251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2532261.750000 Penalty: 2987.015137
	Iteration 37Q: 3 clusters Score -2532262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2532260.750000 Penalty: 2987.015137
	Iteration 38Q: 3 clusters Score -2532261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2532265.750000 Penalty: 2987.015137
	Iteration 39Q: 3 clusters Score -2532266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2532269.250000 Penalty: 2987.015137
	Iteration 40F: 3 clusters Score -2532269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2532271.500000 Penalty: 2987.015137
	Iteration 41Q: 3 clusters Score -2532272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2532271.250000 Penalty: 2987.015137
	Iteration 42Q: 3 clusters Score -2532271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2532270.250000 Penalty: 2987.015137
	Iteration 43Q: 3 clusters Score -2532270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2532271.750000 Penalty: 2987.015137
	Iteration 44Q: 3 clusters Score -2532272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2532276.750000 Penalty: 2987.015137
	Iteration 45Q: 3 clusters Score -2532277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2532277.250000 Penalty: 2987.015137
	Iteration 46Q: 3 clusters Score -2532277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2532282.000000 Penalty: 2987.015137
	Iteration 47Q: 3 clusters Score -2532282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2532280.250000 Penalty: 2987.015137
	Iteration 48Q: 3 clusters Score -2532280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2532281.250000 Penalty: 2987.015137
	Iteration 49Q: 3 clusters Score -2532281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2532289.500000 Penalty: 2987.015137
	Iteration 50Q: 3 clusters Score -2532290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2532283.500000 Penalty: 2987.015137
	Iteration 51Q: 3 clusters Score -2532284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2532282.750000 Penalty: 2987.015137
	Iteration 52Q: 3 clusters Score -2532283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2532288.000000 Penalty: 2987.015137
	Iteration 53Q: 3 clusters Score -2532288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2532286.750000 Penalty: 2987.015137
	Iteration 54Q: 3 clusters Score -2532287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2532285.500000 Penalty: 2987.015137
	Iteration 55Q: 3 clusters Score -2532286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2532287.000000 Penalty: 2987.015137
	Iteration 56Q: 3 clusters Score -2532287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2532290.250000 Penalty: 2987.015137
	Iteration 57Q: 3 clusters Score -2532290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2532290.250000 Penalty: 2987.015137
	Iteration 58Q: 3 clusters Score -2532290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2532290.250000 Penalty: 2987.015137
	Iteration 59F: 3 clusters Score -2532290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Entering Unmasked Estep 
Score: -11242408.000000 Penalty: 1715.994019
	Iteration 0F: 2 clusters Score -1.124241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -11179222.000000 Penalty: 3431.988037
	Iteration 0F: 3 clusters Score -1.117922e+07 nChanged 48396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -11207718.000000 Penalty: 3431.988037
	Iteration 1F: 3 clusters Score -1.120772e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -11209646.000000 Penalty: 3431.988037
	Iteration 2Q: 3 clusters Score -1.120965e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -11212686.000000 Penalty: 3431.988037
	Iteration 3F: 3 clusters Score -1.121269e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -11217202.000000 Penalty: 3431.988037
	Iteration 4F: 3 clusters Score -1.12172e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -11223283.000000 Penalty: 3431.988037
	Iteration 5F: 3 clusters Score -1.122328e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -11230160.000000 Penalty: 3431.988037
	Iteration 6F: 3 clusters Score -1.123016e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -11236097.000000 Penalty: 3431.988037
	Iteration 7F: 3 clusters Score -1.12361e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -11239550.000000 Penalty: 3431.988037
	Iteration 8F: 3 clusters Score -1.123955e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -11241433.000000 Penalty: 3431.988037
	Iteration 9Q: 3 clusters Score -1.124143e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -11242734.000000 Penalty: 3431.988037
	Iteration 10Q: 3 clusters Score -1.124273e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -11243664.000000 Penalty: 3431.988037
	Iteration 11Q: 3 clusters Score -1.124366e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -11244399.000000 Penalty: 3431.988037
	Iteration 12Q: 3 clusters Score -1.12444e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -11244873.000000 Penalty: 3431.988037
	Iteration 13Q: 3 clusters Score -1.124487e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -11245326.000000 Penalty: 3431.988037
	Iteration 14Q: 3 clusters Score -1.124533e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -11245739.000000 Penalty: 3431.988037
	Iteration 15Q: 3 clusters Score -1.124574e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -11246041.000000 Penalty: 3431.988037
	Iteration 16Q: 3 clusters Score -1.124604e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -11246304.000000 Penalty: 3431.988037
	Iteration 17Q: 3 clusters Score -1.12463e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -11246593.000000 Penalty: 3431.988037
	Iteration 18Q: 3 clusters Score -1.124659e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -11246785.000000 Penalty: 3431.988037
	Iteration 19Q: 3 clusters Score -1.124678e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -11247004.000000 Penalty: 3431.988037
	Iteration 20F: 3 clusters Score -1.1247e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -11247312.000000 Penalty: 3431.988037
	Iteration 21Q: 3 clusters Score -1.124731e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -11247634.000000 Penalty: 3431.988037
	Iteration 22Q: 3 clusters Score -1.124763e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -11248224.000000 Penalty: 3431.988037
	Iteration 23Q: 3 clusters Score -1.124822e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -11249043.000000 Penalty: 3431.988037
	Iteration 24Q: 3 clusters Score -1.124904e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -11250074.000000 Penalty: 3431.988037
	Iteration 25Q: 3 clusters Score -1.125007e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -11251340.000000 Penalty: 3431.988037
	Iteration 26Q: 3 clusters Score -1.125134e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -11252366.000000 Penalty: 3431.988037
	Iteration 27Q: 3 clusters Score -1.125237e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -11252895.000000 Penalty: 3431.988037
	Iteration 28Q: 3 clusters Score -1.12529e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -11253179.000000 Penalty: 3431.988037
	Iteration 29Q: 3 clusters Score -1.125318e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -11253289.000000 Penalty: 3431.988037
	Iteration 30Q: 3 clusters Score -1.125329e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -11253341.000000 Penalty: 3431.988037
	Iteration 31Q: 3 clusters Score -1.125334e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -11253329.000000 Penalty: 3431.988037
	Iteration 32Q: 3 clusters Score -1.125333e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -11253329.000000 Penalty: 3431.988037
	Iteration 33Q: 3 clusters Score -1.125333e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -11253369.000000 Penalty: 3431.988037
	Iteration 34Q: 3 clusters Score -1.125337e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -11253380.000000 Penalty: 3431.988037
	Iteration 35Q: 3 clusters Score -1.125338e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -11253416.000000 Penalty: 3431.988037
	Iteration 36Q: 3 clusters Score -1.125342e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -11253431.000000 Penalty: 3431.988037
	Iteration 37Q: 3 clusters Score -1.125343e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -11253443.000000 Penalty: 3431.988037
	Iteration 38Q: 3 clusters Score -1.125344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -11253440.000000 Penalty: 3431.988037
	Iteration 39Q: 3 clusters Score -1.125344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -11253424.000000 Penalty: 3431.988037
	Iteration 40F: 3 clusters Score -1.125342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -11253425.000000 Penalty: 3431.988037
	Iteration 41Q: 3 clusters Score -1.125342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -11253425.000000 Penalty: 3431.988037
	Iteration 42Q: 3 clusters Score -1.125342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -11253451.000000 Penalty: 3431.988037
	Iteration 43Q: 3 clusters Score -1.125345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -11253460.000000 Penalty: 3431.988037
	Iteration 44Q: 3 clusters Score -1.125346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -11253446.000000 Penalty: 3431.988037
	Iteration 45Q: 3 clusters Score -1.125345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -11253438.000000 Penalty: 3431.988037
	Iteration 46Q: 3 clusters Score -1.125344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -11253450.000000 Penalty: 3431.988037
	Iteration 47Q: 3 clusters Score -1.125345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -11253449.000000 Penalty: 3431.988037
	Iteration 48Q: 3 clusters Score -1.125345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -11253462.000000 Penalty: 3431.988037
	Iteration 49Q: 3 clusters Score -1.125346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -11253446.000000 Penalty: 3431.988037
	Iteration 50Q: 3 clusters Score -1.125345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -11253457.000000 Penalty: 3431.988037
	Iteration 51Q: 3 clusters Score -1.125346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -11253442.000000 Penalty: 3431.988037
	Iteration 52Q: 3 clusters Score -1.125344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -11253442.000000 Penalty: 3431.988037
	Iteration 53Q: 3 clusters Score -1.125344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -11253437.000000 Penalty: 3431.988037
	Iteration 54Q: 3 clusters Score -1.125344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -11253437.000000 Penalty: 3431.988037
	Iteration 55Q: 3 clusters Score -1.125344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -11253433.000000 Penalty: 3431.988037
	Iteration 56Q: 3 clusters Score -1.125343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -11253437.000000 Penalty: 3431.988037
	Iteration 57Q: 3 clusters Score -1.125344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -11253436.000000 Penalty: 3431.988037
	Iteration 58Q: 3 clusters Score -1.125344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -11253440.000000 Penalty: 3431.988037
	Iteration 59Q: 3 clusters Score -1.125344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -11253440.000000 Penalty: 3431.988037
	Iteration 60F: 3 clusters Score -1.125344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -11253435.000000 Penalty: 3431.988037
	Iteration 61Q: 3 clusters Score -1.125344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -11253439.000000 Penalty: 3431.988037
	Iteration 62Q: 3 clusters Score -1.125344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -11253450.000000 Penalty: 3431.988037
	Iteration 63Q: 3 clusters Score -1.125345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -11253447.000000 Penalty: 3431.988037
	Iteration 64Q: 3 clusters Score -1.125345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -11253445.000000 Penalty: 3431.988037
	Iteration 65Q: 3 clusters Score -1.125344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -11253452.000000 Penalty: 3431.988037
	Iteration 66Q: 3 clusters Score -1.125345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -11253457.000000 Penalty: 3431.988037
	Iteration 67Q: 3 clusters Score -1.125346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -11253459.000000 Penalty: 3431.988037
	Iteration 68Q: 3 clusters Score -1.125346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -11253461.000000 Penalty: 3431.988037
	Iteration 69Q: 3 clusters Score -1.125346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -11253458.000000 Penalty: 3431.988037
	Iteration 70Q: 3 clusters Score -1.125346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -11253449.000000 Penalty: 3431.988037
	Iteration 71Q: 3 clusters Score -1.125345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -11253436.000000 Penalty: 3431.988037
	Iteration 72Q: 3 clusters Score -1.125344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -11253437.000000 Penalty: 3431.988037
	Iteration 73Q: 3 clusters Score -1.125344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -11253440.000000 Penalty: 3431.988037
	Iteration 74Q: 3 clusters Score -1.125344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -11253445.000000 Penalty: 3431.988037
	Iteration 75Q: 3 clusters Score -1.125344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -11253451.000000 Penalty: 3431.988037
	Iteration 76Q: 3 clusters Score -1.125345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -11253461.000000 Penalty: 3431.988037
	Iteration 77Q: 3 clusters Score -1.125346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -11253451.000000 Penalty: 3431.988037
	Iteration 78Q: 3 clusters Score -1.125345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -11253467.000000 Penalty: 3431.988037
	Iteration 79Q: 3 clusters Score -1.125347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -11253476.000000 Penalty: 3431.988037
	Iteration 80F: 3 clusters Score -1.125348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -11253488.000000 Penalty: 3431.988037
	Iteration 81Q: 3 clusters Score -1.125349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -11253472.000000 Penalty: 3431.988037
	Iteration 82Q: 3 clusters Score -1.125347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -11253474.000000 Penalty: 3431.988037
	Iteration 83Q: 3 clusters Score -1.125347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -11253488.000000 Penalty: 3431.988037
	Iteration 84Q: 3 clusters Score -1.125349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -11253501.000000 Penalty: 3431.988037
	Iteration 85Q: 3 clusters Score -1.12535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -11253493.000000 Penalty: 3431.988037
	Iteration 86Q: 3 clusters Score -1.125349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -11253486.000000 Penalty: 3431.988037
	Iteration 87Q: 3 clusters Score -1.125349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -11253501.000000 Penalty: 3431.988037
	Iteration 88Q: 3 clusters Score -1.12535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -11253500.000000 Penalty: 3431.988037
	Iteration 89Q: 3 clusters Score -1.12535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -11253499.000000 Penalty: 3431.988037
	Iteration 90Q: 3 clusters Score -1.12535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -11253501.000000 Penalty: 3431.988037
	Iteration 91Q: 3 clusters Score -1.12535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -11253503.000000 Penalty: 3431.988037
	Iteration 92Q: 3 clusters Score -1.12535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -11253498.000000 Penalty: 3431.988037
	Iteration 93Q: 3 clusters Score -1.12535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -11253488.000000 Penalty: 3431.988037
	Iteration 94Q: 3 clusters Score -1.125349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -11253487.000000 Penalty: 3431.988037
	Iteration 95Q: 3 clusters Score -1.125349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -11253506.000000 Penalty: 3431.988037
	Iteration 96Q: 3 clusters Score -1.125351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -11253503.000000 Penalty: 3431.988037
	Iteration 97Q: 3 clusters Score -1.12535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -11253501.000000 Penalty: 3431.988037
	Iteration 98Q: 3 clusters Score -1.12535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -11253497.000000 Penalty: 3431.988037
	Iteration 99Q: 3 clusters Score -1.12535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -11253518.000000 Penalty: 3431.988037
	Iteration 100F: 3 clusters Score -1.125352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -11253493.000000 Penalty: 3431.988037
	Iteration 101Q: 3 clusters Score -1.125349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -11253492.000000 Penalty: 3431.988037
	Iteration 102Q: 3 clusters Score -1.125349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -11253490.000000 Penalty: 3431.988037
	Iteration 103Q: 3 clusters Score -1.125349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -11253489.000000 Penalty: 3431.988037
	Iteration 104Q: 3 clusters Score -1.125349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -11253485.000000 Penalty: 3431.988037
	Iteration 105Q: 3 clusters Score -1.125348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -11253485.000000 Penalty: 3431.988037
	Iteration 106F: 3 clusters Score -1.125348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Entering Unmasked Estep 
Score: -110681544.000000 Penalty: 53464.089844
Splitting cluster 11 changes total score from -110523688.000000 to -110681544.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (13222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Entering Unmasked Estep 
Score: -1289525.500000 Penalty: 1412.058105
	Iteration 0F: 2 clusters Score -1289526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1280928.375000 Penalty: 2824.116211
	Iteration 0F: 3 clusters Score -1280928 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1285485.000000 Penalty: 2824.116211
	Iteration 1F: 3 clusters Score -1285485 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1287705.000000 Penalty: 2824.116211
	Iteration 2F: 3 clusters Score -1287705 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1289971.125000 Penalty: 2824.116211
	Iteration 3F: 3 clusters Score -1289971 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1291600.875000 Penalty: 2824.116211
	Iteration 4F: 3 clusters Score -1291601 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1292611.625000 Penalty: 2824.116211
	Iteration 5F: 3 clusters Score -1292612 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1293261.750000 Penalty: 2824.116211
	Iteration 6F: 3 clusters Score -1293262 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1293535.625000 Penalty: 2824.116211
	Iteration 7Q: 3 clusters Score -1293536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1293653.375000 Penalty: 2824.116211
	Iteration 8Q: 3 clusters Score -1293653 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1293723.250000 Penalty: 2824.116211
	Iteration 9Q: 3 clusters Score -1293723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1293767.250000 Penalty: 2824.116211
	Iteration 10Q: 3 clusters Score -1293767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1293802.625000 Penalty: 2824.116211
	Iteration 11Q: 3 clusters Score -1293803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1293827.625000 Penalty: 2824.116211
	Iteration 12Q: 3 clusters Score -1293828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1293842.375000 Penalty: 2824.116211
	Iteration 13Q: 3 clusters Score -1293842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1293845.250000 Penalty: 2824.116211
	Iteration 14Q: 3 clusters Score -1293845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1293850.000000 Penalty: 2824.116211
	Iteration 15Q: 3 clusters Score -1293850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1293852.375000 Penalty: 2824.116211
	Iteration 16Q: 3 clusters Score -1293852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1293856.250000 Penalty: 2824.116211
	Iteration 17Q: 3 clusters Score -1293856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1293857.000000 Penalty: 2824.116211
	Iteration 18Q: 3 clusters Score -1293857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1293858.875000 Penalty: 2824.116211
	Iteration 19Q: 3 clusters Score -1293859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1293856.000000 Penalty: 2824.116211
	Iteration 20F: 3 clusters Score -1293856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1293858.500000 Penalty: 2824.116211
	Iteration 21Q: 3 clusters Score -1293858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1293860.125000 Penalty: 2824.116211
	Iteration 22Q: 3 clusters Score -1293860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1293863.125000 Penalty: 2824.116211
	Iteration 23Q: 3 clusters Score -1293863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1293863.125000 Penalty: 2824.116211
	Iteration 24F: 3 clusters Score -1293863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Mstep: Class 27 contains 3509 members 
Entering Unmasked Estep 
Score: -110685448.000000 Penalty: 55520.402344
Splitting cluster 12 changes total score from -110523688.000000 to -110685448.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -455176.812500 Penalty: 1242.508911
	Iteration 0F: 2 clusters Score -455176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -451967.156250 Penalty: 2485.017822
	Iteration 0F: 3 clusters Score -451967.2 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -452965.250000 Penalty: 2485.017822
	Iteration 1F: 3 clusters Score -452965.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453258.000000 Penalty: 2485.017822
	Iteration 2F: 3 clusters Score -453258 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -453465.750000 Penalty: 2485.017822
	Iteration 3F: 3 clusters Score -453465.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -453625.843750 Penalty: 2485.017822
	Iteration 4Q: 3 clusters Score -453625.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -453757.687500 Penalty: 2485.017822
	Iteration 5Q: 3 clusters Score -453757.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -453923.156250 Penalty: 2485.017822
	Iteration 6Q: 3 clusters Score -453923.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -454121.281250 Penalty: 2485.017822
	Iteration 7Q: 3 clusters Score -454121.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454336.437500 Penalty: 2485.017822
	Iteration 8Q: 3 clusters Score -454336.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -454581.437500 Penalty: 2485.017822
	Iteration 9Q: 3 clusters Score -454581.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -454787.625000 Penalty: 2485.017822
	Iteration 10Q: 3 clusters Score -454787.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -454924.500000 Penalty: 2485.017822
	Iteration 11Q: 3 clusters Score -454924.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -455027.031250 Penalty: 2485.017822
	Iteration 12Q: 3 clusters Score -455027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -455102.468750 Penalty: 2485.017822
	Iteration 13Q: 3 clusters Score -455102.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -455187.687500 Penalty: 2485.017822
	Iteration 14Q: 3 clusters Score -455187.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -455255.843750 Penalty: 2485.017822
	Iteration 15Q: 3 clusters Score -455255.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -455339.281250 Penalty: 2485.017822
	Iteration 16Q: 3 clusters Score -455339.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -455451.093750 Penalty: 2485.017822
	Iteration 17Q: 3 clusters Score -455451.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -455530.531250 Penalty: 2485.017822
	Iteration 18Q: 3 clusters Score -455530.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -455598.750000 Penalty: 2485.017822
	Iteration 19Q: 3 clusters Score -455598.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -455663.906250 Penalty: 2485.017822
	Iteration 20F: 3 clusters Score -455663.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -455704.187500 Penalty: 2485.017822
	Iteration 21Q: 3 clusters Score -455704.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -455728.218750 Penalty: 2485.017822
	Iteration 22Q: 3 clusters Score -455728.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -455747.187500 Penalty: 2485.017822
	Iteration 23Q: 3 clusters Score -455747.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -455764.125000 Penalty: 2485.017822
	Iteration 24Q: 3 clusters Score -455764.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -455775.843750 Penalty: 2485.017822
	Iteration 25Q: 3 clusters Score -455775.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -455785.906250 Penalty: 2485.017822
	Iteration 26Q: 3 clusters Score -455785.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -455791.468750 Penalty: 2485.017822
	Iteration 27Q: 3 clusters Score -455791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -455794.781250 Penalty: 2485.017822
	Iteration 28Q: 3 clusters Score -455794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -455795.343750 Penalty: 2485.017822
	Iteration 29Q: 3 clusters Score -455795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -455795.843750 Penalty: 2485.017822
	Iteration 30Q: 3 clusters Score -455795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -455797.156250 Penalty: 2485.017822
	Iteration 31Q: 3 clusters Score -455797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -455797.687500 Penalty: 2485.017822
	Iteration 32Q: 3 clusters Score -455797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -455800.468750 Penalty: 2485.017822
	Iteration 33Q: 3 clusters Score -455800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -455801.531250 Penalty: 2485.017822
	Iteration 34Q: 3 clusters Score -455801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -455802.781250 Penalty: 2485.017822
	Iteration 35Q: 3 clusters Score -455802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -455802.937500 Penalty: 2485.017822
	Iteration 36Q: 3 clusters Score -455802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -455805.718750 Penalty: 2485.017822
	Iteration 37Q: 3 clusters Score -455805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -455808.187500 Penalty: 2485.017822
	Iteration 38Q: 3 clusters Score -455808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -455810.406250 Penalty: 2485.017822
	Iteration 39Q: 3 clusters Score -455810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -455812.812500 Penalty: 2485.017822
	Iteration 40F: 3 clusters Score -455812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -455815.312500 Penalty: 2485.017822
	Iteration 41Q: 3 clusters Score -455815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -455821.375000 Penalty: 2485.017822
	Iteration 42Q: 3 clusters Score -455821.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -455830.000000 Penalty: 2485.017822
	Iteration 43Q: 3 clusters Score -455830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -455836.906250 Penalty: 2485.017822
	Iteration 44Q: 3 clusters Score -455836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -455844.281250 Penalty: 2485.017822
	Iteration 45Q: 3 clusters Score -455844.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -455851.312500 Penalty: 2485.017822
	Iteration 46Q: 3 clusters Score -455851.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -455868.781250 Penalty: 2485.017822
	Iteration 47Q: 3 clusters Score -455868.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -455899.218750 Penalty: 2485.017822
	Iteration 48Q: 3 clusters Score -455899.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -455942.437500 Penalty: 2485.017822
	Iteration 49Q: 3 clusters Score -455942.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -455986.500000 Penalty: 2485.017822
	Iteration 50Q: 3 clusters Score -455986.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -456022.343750 Penalty: 2485.017822
	Iteration 51Q: 3 clusters Score -456022.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -456080.781250 Penalty: 2485.017822
	Iteration 52Q: 3 clusters Score -456080.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -456152.531250 Penalty: 2485.017822
	Iteration 53Q: 3 clusters Score -456152.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -456265.843750 Penalty: 2485.017822
	Iteration 54Q: 3 clusters Score -456265.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -456401.468750 Penalty: 2485.017822
	Iteration 55Q: 3 clusters Score -456401.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -456459.125000 Penalty: 2485.017822
	Iteration 56Q: 3 clusters Score -456459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -456470.937500 Penalty: 2485.017822
	Iteration 57Q: 3 clusters Score -456470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -456472.656250 Penalty: 2485.017822
	Iteration 58Q: 3 clusters Score -456472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -456472.468750 Penalty: 2485.017822
	Iteration 59Q: 3 clusters Score -456472.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -456472.468750 Penalty: 2485.017822
	Iteration 60F: 3 clusters Score -456472.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3022 members 
Entering Unmasked Estep 
Score: -110685784.000000 Penalty: 57576.714844
Splitting cluster 14 changes total score from -110523688.000000 to -110685784.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -49151.437500 Penalty: 918.038086
	Iteration 0F: 2 clusters Score -49151.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48274.894531 Penalty: 1836.076172
	Iteration 0F: 3 clusters Score -48274.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48441.722656 Penalty: 1836.076172
	Iteration 1F: 3 clusters Score -48441.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48498.550781 Penalty: 1836.076172
	Iteration 2Q: 3 clusters Score -48498.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48530.648438 Penalty: 1836.076172
	Iteration 3Q: 3 clusters Score -48530.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48557.746094 Penalty: 1836.076172
	Iteration 4Q: 3 clusters Score -48557.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48574.816406 Penalty: 1836.076172
	Iteration 5Q: 3 clusters Score -48574.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48577.621094 Penalty: 1836.076172
	Iteration 6Q: 3 clusters Score -48577.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48577.621094 Penalty: 1836.076172
	Iteration 7F: 3 clusters Score -48577.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -367282.843750 Penalty: 1214.200073
	Iteration 0F: 2 clusters Score -367282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -364521.500000 Penalty: 2428.400146
	Iteration 0F: 3 clusters Score -364521.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -365383.156250 Penalty: 2428.400146
	Iteration 1F: 3 clusters Score -365383.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -365594.656250 Penalty: 2428.400146
	Iteration 2F: 3 clusters Score -365594.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -365742.656250 Penalty: 2428.400146
	Iteration 3F: 3 clusters Score -365742.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -365862.875000 Penalty: 2428.400146
	Iteration 4Q: 3 clusters Score -365862.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -365945.031250 Penalty: 2428.400146
	Iteration 5Q: 3 clusters Score -365945 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -366031.375000 Penalty: 2428.400146
	Iteration 6Q: 3 clusters Score -366031.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -366134.656250 Penalty: 2428.400146
	Iteration 7Q: 3 clusters Score -366134.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -366248.500000 Penalty: 2428.400146
	Iteration 8Q: 3 clusters Score -366248.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -366375.406250 Penalty: 2428.400146
	Iteration 9Q: 3 clusters Score -366375.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -366501.531250 Penalty: 2428.400146
	Iteration 10Q: 3 clusters Score -366501.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -366600.843750 Penalty: 2428.400146
	Iteration 11Q: 3 clusters Score -366600.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -366704.843750 Penalty: 2428.400146
	Iteration 12Q: 3 clusters Score -366704.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -366792.906250 Penalty: 2428.400146
	Iteration 13Q: 3 clusters Score -366792.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -366850.718750 Penalty: 2428.400146
	Iteration 14Q: 3 clusters Score -366850.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -366882.312500 Penalty: 2428.400146
	Iteration 15Q: 3 clusters Score -366882.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -366897.562500 Penalty: 2428.400146
	Iteration 16Q: 3 clusters Score -366897.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -366909.593750 Penalty: 2428.400146
	Iteration 17Q: 3 clusters Score -366909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -366915.437500 Penalty: 2428.400146
	Iteration 18Q: 3 clusters Score -366915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -366917.218750 Penalty: 2428.400146
	Iteration 19Q: 3 clusters Score -366917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -366920.468750 Penalty: 2428.400146
	Iteration 20F: 3 clusters Score -366920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -366924.156250 Penalty: 2428.400146
	Iteration 21Q: 3 clusters Score -366924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -366926.500000 Penalty: 2428.400146
	Iteration 22Q: 3 clusters Score -366926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -366929.156250 Penalty: 2428.400146
	Iteration 23Q: 3 clusters Score -366929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -366930.687500 Penalty: 2428.400146
	Iteration 24Q: 3 clusters Score -366930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -366932.218750 Penalty: 2428.400146
	Iteration 25Q: 3 clusters Score -366932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -366933.156250 Penalty: 2428.400146
	Iteration 26Q: 3 clusters Score -366933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -366933.156250 Penalty: 2428.400146
	Iteration 27F: 3 clusters Score -366933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Entering Unmasked Estep 
Score: -14757057.000000 Penalty: 1749.482544
	Iteration 0F: 2 clusters Score -1.475706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -14687252.000000 Penalty: 3498.965088
	Iteration 0F: 3 clusters Score -1.468725e+07 nChanged 60831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -14725582.000000 Penalty: 3498.965088
	Iteration 1F: 3 clusters Score -1.472558e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -14731900.000000 Penalty: 3498.965088
	Iteration 2F: 3 clusters Score -1.47319e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -14745091.000000 Penalty: 3498.965088
	Iteration 3F: 3 clusters Score -1.474509e+07 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -14765908.000000 Penalty: 3498.965088
	Iteration 4F: 3 clusters Score -1.476591e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -14789039.000000 Penalty: 3498.965088
	Iteration 5F: 3 clusters Score -1.478904e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -14804903.000000 Penalty: 3498.965088
	Iteration 6F: 3 clusters Score -1.48049e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -14810891.000000 Penalty: 3498.965088
	Iteration 7Q: 3 clusters Score -1.481089e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -14813130.000000 Penalty: 3498.965088
	Iteration 8Q: 3 clusters Score -1.481313e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -14813658.000000 Penalty: 3498.965088
	Iteration 9Q: 3 clusters Score -1.481366e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -14813711.000000 Penalty: 3498.965088
	Iteration 10Q: 3 clusters Score -1.481371e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -14813766.000000 Penalty: 3498.965088
	Iteration 11Q: 3 clusters Score -1.481377e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -14813752.000000 Penalty: 3498.965088
	Iteration 12Q: 3 clusters Score -1.481375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -14813757.000000 Penalty: 3498.965088
	Iteration 13Q: 3 clusters Score -1.481376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -14813749.000000 Penalty: 3498.965088
	Iteration 14Q: 3 clusters Score -1.481375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -14813754.000000 Penalty: 3498.965088
	Iteration 15Q: 3 clusters Score -1.481375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -14813754.000000 Penalty: 3498.965088
	Iteration 16Q: 3 clusters Score -1.481375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -14813754.000000 Penalty: 3498.965088
	Iteration 17F: 3 clusters Score -1.481375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 57952 members 
Mstep: Class 18 contains 53622 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3022 members 
Mstep: Class 29 contains 69727 members 
Entering Unmasked Estep 
Score: -110742552.000000 Penalty: 59633.023438
Splitting cluster 17 changes total score from -110523688.000000 to -110742552.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (53622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Entering Unmasked Estep 
Score: -5834142.000000 Penalty: 1620.389648
	Iteration 0F: 2 clusters Score -5834142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5799161.500000 Penalty: 3240.779297
	Iteration 0F: 3 clusters Score -5799162 nChanged 24857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -5814312.000000 Penalty: 3240.779297
	Iteration 1F: 3 clusters Score -5814312 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5817172.500000 Penalty: 3240.779297
	Iteration 2F: 3 clusters Score -5817172 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -5820699.000000 Penalty: 3240.779297
	Iteration 3F: 3 clusters Score -5820699 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -5823416.500000 Penalty: 3240.779297
	Iteration 4F: 3 clusters Score -5823416 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5825285.000000 Penalty: 3240.779297
	Iteration 5F: 3 clusters Score -5825285 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5826555.500000 Penalty: 3240.779297
	Iteration 6F: 3 clusters Score -5826556 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5827347.500000 Penalty: 3240.779297
	Iteration 7Q: 3 clusters Score -5827348 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -5827835.000000 Penalty: 3240.779297
	Iteration 8Q: 3 clusters Score -5827835 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5828166.000000 Penalty: 3240.779297
	Iteration 9Q: 3 clusters Score -5828166 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -5828365.500000 Penalty: 3240.779297
	Iteration 10Q: 3 clusters Score -5828366 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5828538.000000 Penalty: 3240.779297
	Iteration 11Q: 3 clusters Score -5828538 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -5828690.000000 Penalty: 3240.779297
	Iteration 12Q: 3 clusters Score -5828690 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5828801.500000 Penalty: 3240.779297
	Iteration 13Q: 3 clusters Score -5828802 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5828938.500000 Penalty: 3240.779297
	Iteration 14Q: 3 clusters Score -5828938 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5829063.500000 Penalty: 3240.779297
	Iteration 15Q: 3 clusters Score -5829064 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5829191.000000 Penalty: 3240.779297
	Iteration 16Q: 3 clusters Score -5829191 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5829374.000000 Penalty: 3240.779297
	Iteration 17Q: 3 clusters Score -5829374 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -5829556.500000 Penalty: 3240.779297
	Iteration 18Q: 3 clusters Score -5829556 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5829780.000000 Penalty: 3240.779297
	Iteration 19Q: 3 clusters Score -5829780 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -5829992.500000 Penalty: 3240.779297
	Iteration 20F: 3 clusters Score -5829992 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5830266.000000 Penalty: 3240.779297
	Iteration 21Q: 3 clusters Score -5830266 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5830662.500000 Penalty: 3240.779297
	Iteration 22Q: 3 clusters Score -5830662 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5831105.000000 Penalty: 3240.779297
	Iteration 23Q: 3 clusters Score -5831105 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5831601.000000 Penalty: 3240.779297
	Iteration 24Q: 3 clusters Score -5831601 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -5832251.500000 Penalty: 3240.779297
	Iteration 25Q: 3 clusters Score -5832252 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5832909.000000 Penalty: 3240.779297
	Iteration 26Q: 3 clusters Score -5832909 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -5833670.000000 Penalty: 3240.779297
	Iteration 27Q: 3 clusters Score -5833670 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5834571.000000 Penalty: 3240.779297
	Iteration 28Q: 3 clusters Score -5834571 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5835575.000000 Penalty: 3240.779297
	Iteration 29Q: 3 clusters Score -5835575 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5836755.000000 Penalty: 3240.779297
	Iteration 30Q: 3 clusters Score -5836755 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -5838044.000000 Penalty: 3240.779297
	Iteration 31Q: 3 clusters Score -5838044 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -5839459.000000 Penalty: 3240.779297
	Iteration 32Q: 3 clusters Score -5839459 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5840954.000000 Penalty: 3240.779297
	Iteration 33Q: 3 clusters Score -5840954 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5842226.000000 Penalty: 3240.779297
	Iteration 34Q: 3 clusters Score -5842226 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -5843429.500000 Penalty: 3240.779297
	Iteration 35Q: 3 clusters Score -5843430 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -5845183.500000 Penalty: 3240.779297
	Iteration 36Q: 3 clusters Score -5845184 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5847454.000000 Penalty: 3240.779297
	Iteration 37Q: 3 clusters Score -5847454 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -5848484.500000 Penalty: 3240.779297
	Iteration 38Q: 3 clusters Score -5848484 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5848758.000000 Penalty: 3240.779297
	Iteration 39Q: 3 clusters Score -5848758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -5848877.500000 Penalty: 3240.779297
	Iteration 40F: 3 clusters Score -5848878 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -5848975.000000 Penalty: 3240.779297
	Iteration 41Q: 3 clusters Score -5848975 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5849081.500000 Penalty: 3240.779297
	Iteration 42Q: 3 clusters Score -5849082 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -5849178.000000 Penalty: 3240.779297
	Iteration 43Q: 3 clusters Score -5849178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -5849266.500000 Penalty: 3240.779297
	Iteration 44Q: 3 clusters Score -5849266 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5849371.000000 Penalty: 3240.779297
	Iteration 45Q: 3 clusters Score -5849371 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -5849492.500000 Penalty: 3240.779297
	Iteration 46Q: 3 clusters Score -5849492 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5849644.000000 Penalty: 3240.779297
	Iteration 47Q: 3 clusters Score -5849644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5849798.500000 Penalty: 3240.779297
	Iteration 48Q: 3 clusters Score -5849798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5849944.000000 Penalty: 3240.779297
	Iteration 49Q: 3 clusters Score -5849944 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -5850108.500000 Penalty: 3240.779297
	Iteration 50Q: 3 clusters Score -5850108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -5850188.500000 Penalty: 3240.779297
	Iteration 51Q: 3 clusters Score -5850188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -5850235.500000 Penalty: 3240.779297
	Iteration 52Q: 3 clusters Score -5850236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -5850268.500000 Penalty: 3240.779297
	Iteration 53Q: 3 clusters Score -5850268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -5850291.500000 Penalty: 3240.779297
	Iteration 54Q: 3 clusters Score -5850292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5850303.000000 Penalty: 3240.779297
	Iteration 55Q: 3 clusters Score -5850303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -5850312.000000 Penalty: 3240.779297
	Iteration 56Q: 3 clusters Score -5850312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -5850310.000000 Penalty: 3240.779297
	Iteration 57Q: 3 clusters Score -5850310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5850302.000000 Penalty: 3240.779297
	Iteration 58Q: 3 clusters Score -5850302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5850307.000000 Penalty: 3240.779297
	Iteration 59Q: 3 clusters Score -5850307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -5850306.000000 Penalty: 3240.779297
	Iteration 60F: 3 clusters Score -5850306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5850308.000000 Penalty: 3240.779297
	Iteration 61Q: 3 clusters Score -5850308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -5850309.500000 Penalty: 3240.779297
	Iteration 62Q: 3 clusters Score -5850310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5850305.500000 Penalty: 3240.779297
	Iteration 63Q: 3 clusters Score -5850306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -5850310.000000 Penalty: 3240.779297
	Iteration 64Q: 3 clusters Score -5850310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5850308.000000 Penalty: 3240.779297
	Iteration 65Q: 3 clusters Score -5850308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5850306.500000 Penalty: 3240.779297
	Iteration 66Q: 3 clusters Score -5850306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5850309.000000 Penalty: 3240.779297
	Iteration 67Q: 3 clusters Score -5850309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5850309.000000 Penalty: 3240.779297
	Iteration 68F: 3 clusters Score -5850309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 57952 members 
Mstep: Class 18 contains 46807 members 
Mstep: Class 19 contains 136519 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3022 members 
Mstep: Class 29 contains 69727 members 
Mstep: Class 30 contains 6815 members 
Entering Unmasked Estep 
Score: -110756808.000000 Penalty: 61689.332031
Splitting cluster 18 changes total score from -110523688.000000 to -110756808.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (136519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Entering Unmasked Estep 
Score: -15601842.000000 Penalty: 1759.443726
	Iteration 0F: 2 clusters Score -1.560184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -15526467.000000 Penalty: 3518.887451
	Iteration 0F: 3 clusters Score -1.552647e+07 nChanged 64754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -15565029.000000 Penalty: 3518.887451
	Iteration 1F: 3 clusters Score -1.556503e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -15567922.000000 Penalty: 3518.887451
	Iteration 2Q: 3 clusters Score -1.556792e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -15572458.000000 Penalty: 3518.887451
	Iteration 3F: 3 clusters Score -1.557246e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -15578475.000000 Penalty: 3518.887451
	Iteration 4F: 3 clusters Score -1.557848e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -15586187.000000 Penalty: 3518.887451
	Iteration 5F: 3 clusters Score -1.558619e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -15593756.000000 Penalty: 3518.887451
	Iteration 6F: 3 clusters Score -1.559376e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -15599024.000000 Penalty: 3518.887451
	Iteration 7F: 3 clusters Score -1.559902e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -15601529.000000 Penalty: 3518.887451
	Iteration 8Q: 3 clusters Score -1.560153e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -15602495.000000 Penalty: 3518.887451
	Iteration 9Q: 3 clusters Score -1.56025e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -15603052.000000 Penalty: 3518.887451
	Iteration 10Q: 3 clusters Score -1.560305e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -15603356.000000 Penalty: 3518.887451
	Iteration 11Q: 3 clusters Score -1.560336e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -15603614.000000 Penalty: 3518.887451
	Iteration 12Q: 3 clusters Score -1.560361e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -15603848.000000 Penalty: 3518.887451
	Iteration 13Q: 3 clusters Score -1.560385e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -15603975.000000 Penalty: 3518.887451
	Iteration 14Q: 3 clusters Score -1.560398e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -15604192.000000 Penalty: 3518.887451
	Iteration 15Q: 3 clusters Score -1.560419e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -15604279.000000 Penalty: 3518.887451
	Iteration 16Q: 3 clusters Score -1.560428e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -15604350.000000 Penalty: 3518.887451
	Iteration 17Q: 3 clusters Score -1.560435e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -15604530.000000 Penalty: 3518.887451
	Iteration 18Q: 3 clusters Score -1.560453e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -15604765.000000 Penalty: 3518.887451
	Iteration 19Q: 3 clusters Score -1.560476e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -15604932.000000 Penalty: 3518.887451
	Iteration 20F: 3 clusters Score -1.560493e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -15605075.000000 Penalty: 3518.887451
	Iteration 21Q: 3 clusters Score -1.560508e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -15605229.000000 Penalty: 3518.887451
	Iteration 22Q: 3 clusters Score -1.560523e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -15605387.000000 Penalty: 3518.887451
	Iteration 23Q: 3 clusters Score -1.560539e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -15605533.000000 Penalty: 3518.887451
	Iteration 24Q: 3 clusters Score -1.560553e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -15605677.000000 Penalty: 3518.887451
	Iteration 25Q: 3 clusters Score -1.560568e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -15605850.000000 Penalty: 3518.887451
	Iteration 26Q: 3 clusters Score -1.560585e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -15605997.000000 Penalty: 3518.887451
	Iteration 27Q: 3 clusters Score -1.5606e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -15606180.000000 Penalty: 3518.887451
	Iteration 28Q: 3 clusters Score -1.560618e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -15606366.000000 Penalty: 3518.887451
	Iteration 29Q: 3 clusters Score -1.560637e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -15606548.000000 Penalty: 3518.887451
	Iteration 30Q: 3 clusters Score -1.560655e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -15606674.000000 Penalty: 3518.887451
	Iteration 31Q: 3 clusters Score -1.560667e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102437 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -15606799.000000 Penalty: 3518.887451
	Iteration 32Q: 3 clusters Score -1.56068e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -15606926.000000 Penalty: 3518.887451
	Iteration 33Q: 3 clusters Score -1.560693e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -15607029.000000 Penalty: 3518.887451
	Iteration 34Q: 3 clusters Score -1.560703e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -15607126.000000 Penalty: 3518.887451
	Iteration 35Q: 3 clusters Score -1.560713e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -15607220.000000 Penalty: 3518.887451
	Iteration 36Q: 3 clusters Score -1.560722e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -15607377.000000 Penalty: 3518.887451
	Iteration 37Q: 3 clusters Score -1.560738e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -15607430.000000 Penalty: 3518.887451
	Iteration 38Q: 3 clusters Score -1.560743e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -15607523.000000 Penalty: 3518.887451
	Iteration 39Q: 3 clusters Score -1.560752e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -15607595.000000 Penalty: 3518.887451
	Iteration 40F: 3 clusters Score -1.56076e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -15607736.000000 Penalty: 3518.887451
	Iteration 41Q: 3 clusters Score -1.560774e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -15607789.000000 Penalty: 3518.887451
	Iteration 42Q: 3 clusters Score -1.560779e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -15607845.000000 Penalty: 3518.887451
	Iteration 43Q: 3 clusters Score -1.560784e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -15607987.000000 Penalty: 3518.887451
	Iteration 44Q: 3 clusters Score -1.560799e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -15608071.000000 Penalty: 3518.887451
	Iteration 45Q: 3 clusters Score -1.560807e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -15608167.000000 Penalty: 3518.887451
	Iteration 46Q: 3 clusters Score -1.560817e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -15608197.000000 Penalty: 3518.887451
	Iteration 47Q: 3 clusters Score -1.56082e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -15608232.000000 Penalty: 3518.887451
	Iteration 48Q: 3 clusters Score -1.560823e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -15608279.000000 Penalty: 3518.887451
	Iteration 49Q: 3 clusters Score -1.560828e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -15608273.000000 Penalty: 3518.887451
	Iteration 50Q: 3 clusters Score -1.560827e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -15608321.000000 Penalty: 3518.887451
	Iteration 51Q: 3 clusters Score -1.560832e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -15608370.000000 Penalty: 3518.887451
	Iteration 52Q: 3 clusters Score -1.560837e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -15608397.000000 Penalty: 3518.887451
	Iteration 53Q: 3 clusters Score -1.56084e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -15608434.000000 Penalty: 3518.887451
	Iteration 54Q: 3 clusters Score -1.560843e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -15608488.000000 Penalty: 3518.887451
	Iteration 55Q: 3 clusters Score -1.560849e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -15608509.000000 Penalty: 3518.887451
	Iteration 56Q: 3 clusters Score -1.560851e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -15608596.000000 Penalty: 3518.887451
	Iteration 57Q: 3 clusters Score -1.56086e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -15608629.000000 Penalty: 3518.887451
	Iteration 58Q: 3 clusters Score -1.560863e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -15608635.000000 Penalty: 3518.887451
	Iteration 59Q: 3 clusters Score -1.560864e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -15608708.000000 Penalty: 3518.887451
	Iteration 60F: 3 clusters Score -1.560871e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -15608789.000000 Penalty: 3518.887451
	Iteration 61Q: 3 clusters Score -1.560879e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -15608826.000000 Penalty: 3518.887451
	Iteration 62Q: 3 clusters Score -1.560883e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -15608853.000000 Penalty: 3518.887451
	Iteration 63Q: 3 clusters Score -1.560885e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -15608900.000000 Penalty: 3518.887451
	Iteration 64Q: 3 clusters Score -1.56089e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -15608943.000000 Penalty: 3518.887451
	Iteration 65Q: 3 clusters Score -1.560894e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -15608969.000000 Penalty: 3518.887451
	Iteration 66Q: 3 clusters Score -1.560897e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -15608997.000000 Penalty: 3518.887451
	Iteration 67Q: 3 clusters Score -1.5609e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -15609029.000000 Penalty: 3518.887451
	Iteration 68Q: 3 clusters Score -1.560903e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -15609030.000000 Penalty: 3518.887451
	Iteration 69Q: 3 clusters Score -1.560903e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -15609086.000000 Penalty: 3518.887451
	Iteration 70Q: 3 clusters Score -1.560909e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -15609101.000000 Penalty: 3518.887451
	Iteration 71Q: 3 clusters Score -1.56091e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -15609167.000000 Penalty: 3518.887451
	Iteration 72Q: 3 clusters Score -1.560917e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -15609211.000000 Penalty: 3518.887451
	Iteration 73Q: 3 clusters Score -1.560921e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -15609266.000000 Penalty: 3518.887451
	Iteration 74Q: 3 clusters Score -1.560927e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -15609270.000000 Penalty: 3518.887451
	Iteration 75Q: 3 clusters Score -1.560927e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -15609342.000000 Penalty: 3518.887451
	Iteration 76Q: 3 clusters Score -1.560934e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -15609380.000000 Penalty: 3518.887451
	Iteration 77Q: 3 clusters Score -1.560938e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -15609416.000000 Penalty: 3518.887451
	Iteration 78Q: 3 clusters Score -1.560942e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -15609440.000000 Penalty: 3518.887451
	Iteration 79Q: 3 clusters Score -1.560944e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -15609472.000000 Penalty: 3518.887451
	Iteration 80F: 3 clusters Score -1.560947e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -15609473.000000 Penalty: 3518.887451
	Iteration 81Q: 3 clusters Score -1.560947e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -15609518.000000 Penalty: 3518.887451
	Iteration 82Q: 3 clusters Score -1.560952e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -15609570.000000 Penalty: 3518.887451
	Iteration 83Q: 3 clusters Score -1.560957e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -15609596.000000 Penalty: 3518.887451
	Iteration 84Q: 3 clusters Score -1.56096e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -15609648.000000 Penalty: 3518.887451
	Iteration 85Q: 3 clusters Score -1.560965e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -15609699.000000 Penalty: 3518.887451
	Iteration 86Q: 3 clusters Score -1.56097e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -15609722.000000 Penalty: 3518.887451
	Iteration 87Q: 3 clusters Score -1.560972e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -15609766.000000 Penalty: 3518.887451
	Iteration 88Q: 3 clusters Score -1.560977e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -15609821.000000 Penalty: 3518.887451
	Iteration 89Q: 3 clusters Score -1.560982e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -15609853.000000 Penalty: 3518.887451
	Iteration 90Q: 3 clusters Score -1.560985e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -15609915.000000 Penalty: 3518.887451
	Iteration 91Q: 3 clusters Score -1.560992e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -15609940.000000 Penalty: 3518.887451
	Iteration 92Q: 3 clusters Score -1.560994e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -15609982.000000 Penalty: 3518.887451
	Iteration 93Q: 3 clusters Score -1.560998e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -15610029.000000 Penalty: 3518.887451
	Iteration 94Q: 3 clusters Score -1.561003e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -15610073.000000 Penalty: 3518.887451
	Iteration 95Q: 3 clusters Score -1.561007e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -15610088.000000 Penalty: 3518.887451
	Iteration 96Q: 3 clusters Score -1.561009e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -15610130.000000 Penalty: 3518.887451
	Iteration 97Q: 3 clusters Score -1.561013e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -15610153.000000 Penalty: 3518.887451
	Iteration 98Q: 3 clusters Score -1.561015e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -15610186.000000 Penalty: 3518.887451
	Iteration 99Q: 3 clusters Score -1.561019e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -15610244.000000 Penalty: 3518.887451
	Iteration 100F: 3 clusters Score -1.561024e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -15610265.000000 Penalty: 3518.887451
	Iteration 101Q: 3 clusters Score -1.561026e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -15610254.000000 Penalty: 3518.887451
	Iteration 102Q: 3 clusters Score -1.561025e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -15610287.000000 Penalty: 3518.887451
	Iteration 103Q: 3 clusters Score -1.561029e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -15610271.000000 Penalty: 3518.887451
	Iteration 104Q: 3 clusters Score -1.561027e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -15610341.000000 Penalty: 3518.887451
	Iteration 105Q: 3 clusters Score -1.561034e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -15610378.000000 Penalty: 3518.887451
	Iteration 106Q: 3 clusters Score -1.561038e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -15610443.000000 Penalty: 3518.887451
	Iteration 107Q: 3 clusters Score -1.561044e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -15610459.000000 Penalty: 3518.887451
	Iteration 108Q: 3 clusters Score -1.561046e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -15610467.000000 Penalty: 3518.887451
	Iteration 109Q: 3 clusters Score -1.561047e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -15610450.000000 Penalty: 3518.887451
	Iteration 110Q: 3 clusters Score -1.561045e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -15610475.000000 Penalty: 3518.887451
	Iteration 111Q: 3 clusters Score -1.561048e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -15610498.000000 Penalty: 3518.887451
	Iteration 112Q: 3 clusters Score -1.56105e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -15610537.000000 Penalty: 3518.887451
	Iteration 113Q: 3 clusters Score -1.561054e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -15610553.000000 Penalty: 3518.887451
	Iteration 114Q: 3 clusters Score -1.561055e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -15610596.000000 Penalty: 3518.887451
	Iteration 115Q: 3 clusters Score -1.56106e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -15610629.000000 Penalty: 3518.887451
	Iteration 116Q: 3 clusters Score -1.561063e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -15610667.000000 Penalty: 3518.887451
	Iteration 117Q: 3 clusters Score -1.561067e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -15610681.000000 Penalty: 3518.887451
	Iteration 118Q: 3 clusters Score -1.561068e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -15610720.000000 Penalty: 3518.887451
	Iteration 119Q: 3 clusters Score -1.561072e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -15610761.000000 Penalty: 3518.887451
	Iteration 120F: 3 clusters Score -1.561076e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -15610751.000000 Penalty: 3518.887451
	Iteration 121Q: 3 clusters Score -1.561075e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -15610796.000000 Penalty: 3518.887451
	Iteration 122Q: 3 clusters Score -1.56108e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -15610809.000000 Penalty: 3518.887451
	Iteration 123Q: 3 clusters Score -1.561081e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -15610846.000000 Penalty: 3518.887451
	Iteration 124Q: 3 clusters Score -1.561085e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -15610867.000000 Penalty: 3518.887451
	Iteration 125Q: 3 clusters Score -1.561087e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -15610879.000000 Penalty: 3518.887451
	Iteration 126Q: 3 clusters Score -1.561088e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -15610912.000000 Penalty: 3518.887451
	Iteration 127Q: 3 clusters Score -1.561091e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -15610895.000000 Penalty: 3518.887451
	Iteration 128Q: 3 clusters Score -1.56109e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -15610923.000000 Penalty: 3518.887451
	Iteration 129Q: 3 clusters Score -1.561092e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -15610965.000000 Penalty: 3518.887451
	Iteration 130Q: 3 clusters Score -1.561096e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -15611002.000000 Penalty: 3518.887451
	Iteration 131Q: 3 clusters Score -1.5611e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85030 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -15611019.000000 Penalty: 3518.887451
	Iteration 132Q: 3 clusters Score -1.561102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -15610999.000000 Penalty: 3518.887451
	Iteration 133Q: 3 clusters Score -1.5611e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -15611009.000000 Penalty: 3518.887451
	Iteration 134Q: 3 clusters Score -1.561101e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -15611024.000000 Penalty: 3518.887451
	Iteration 135Q: 3 clusters Score -1.561102e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -15611048.000000 Penalty: 3518.887451
	Iteration 136Q: 3 clusters Score -1.561105e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -15611035.000000 Penalty: 3518.887451
	Iteration 137Q: 3 clusters Score -1.561104e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -15611042.000000 Penalty: 3518.887451
	Iteration 138Q: 3 clusters Score -1.561104e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -15611056.000000 Penalty: 3518.887451
	Iteration 139Q: 3 clusters Score -1.561106e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -15611066.000000 Penalty: 3518.887451
	Iteration 140F: 3 clusters Score -1.561107e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -15611097.000000 Penalty: 3518.887451
	Iteration 141Q: 3 clusters Score -1.56111e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -15611117.000000 Penalty: 3518.887451
	Iteration 142Q: 3 clusters Score -1.561112e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -15611109.000000 Penalty: 3518.887451
	Iteration 143Q: 3 clusters Score -1.561111e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -15611143.000000 Penalty: 3518.887451
	Iteration 144Q: 3 clusters Score -1.561114e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -15611154.000000 Penalty: 3518.887451
	Iteration 145Q: 3 clusters Score -1.561115e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -15611166.000000 Penalty: 3518.887451
	Iteration 146Q: 3 clusters Score -1.561117e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -15611156.000000 Penalty: 3518.887451
	Iteration 147Q: 3 clusters Score -1.561116e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -15611158.000000 Penalty: 3518.887451
	Iteration 148Q: 3 clusters Score -1.561116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -15611185.000000 Penalty: 3518.887451
	Iteration 149Q: 3 clusters Score -1.561118e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -15611212.000000 Penalty: 3518.887451
	Iteration 150Q: 3 clusters Score -1.561121e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -15611206.000000 Penalty: 3518.887451
	Iteration 151Q: 3 clusters Score -1.561121e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -15611203.000000 Penalty: 3518.887451
	Iteration 152Q: 3 clusters Score -1.56112e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -15611202.000000 Penalty: 3518.887451
	Iteration 153Q: 3 clusters Score -1.56112e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -15611229.000000 Penalty: 3518.887451
	Iteration 154Q: 3 clusters Score -1.561123e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -15611243.000000 Penalty: 3518.887451
	Iteration 155Q: 3 clusters Score -1.561124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -15611286.000000 Penalty: 3518.887451
	Iteration 156Q: 3 clusters Score -1.561129e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -15611296.000000 Penalty: 3518.887451
	Iteration 157Q: 3 clusters Score -1.56113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -15611306.000000 Penalty: 3518.887451
	Iteration 158Q: 3 clusters Score -1.561131e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -15611323.000000 Penalty: 3518.887451
	Iteration 159Q: 3 clusters Score -1.561132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -15611358.000000 Penalty: 3518.887451
	Iteration 160F: 3 clusters Score -1.561136e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -15611356.000000 Penalty: 3518.887451
	Iteration 161Q: 3 clusters Score -1.561136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -15611364.000000 Penalty: 3518.887451
	Iteration 162Q: 3 clusters Score -1.561136e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -15611368.000000 Penalty: 3518.887451
	Iteration 163Q: 3 clusters Score -1.561137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -15611387.000000 Penalty: 3518.887451
	Iteration 164Q: 3 clusters Score -1.561139e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -15611401.000000 Penalty: 3518.887451
	Iteration 165Q: 3 clusters Score -1.56114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -15611423.000000 Penalty: 3518.887451
	Iteration 166Q: 3 clusters Score -1.561142e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -15611420.000000 Penalty: 3518.887451
	Iteration 167Q: 3 clusters Score -1.561142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -15611403.000000 Penalty: 3518.887451
	Iteration 168Q: 3 clusters Score -1.56114e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -15611401.000000 Penalty: 3518.887451
	Iteration 169Q: 3 clusters Score -1.56114e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -15611393.000000 Penalty: 3518.887451
	Iteration 170Q: 3 clusters Score -1.561139e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -15611401.000000 Penalty: 3518.887451
	Iteration 171Q: 3 clusters Score -1.56114e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -15611384.000000 Penalty: 3518.887451
	Iteration 172Q: 3 clusters Score -1.561138e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -15611406.000000 Penalty: 3518.887451
	Iteration 173Q: 3 clusters Score -1.561141e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -15611386.000000 Penalty: 3518.887451
	Iteration 174Q: 3 clusters Score -1.561139e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -15611412.000000 Penalty: 3518.887451
	Iteration 175Q: 3 clusters Score -1.561141e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -15611388.000000 Penalty: 3518.887451
	Iteration 176Q: 3 clusters Score -1.561139e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -15611412.000000 Penalty: 3518.887451
	Iteration 177Q: 3 clusters Score -1.561141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -15611420.000000 Penalty: 3518.887451
	Iteration 178Q: 3 clusters Score -1.561142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -15611429.000000 Penalty: 3518.887451
	Iteration 179Q: 3 clusters Score -1.561143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -15611431.000000 Penalty: 3518.887451
	Iteration 180F: 3 clusters Score -1.561143e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -15611412.000000 Penalty: 3518.887451
	Iteration 181Q: 3 clusters Score -1.561141e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -15611399.000000 Penalty: 3518.887451
	Iteration 182Q: 3 clusters Score -1.56114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -15611418.000000 Penalty: 3518.887451
	Iteration 183Q: 3 clusters Score -1.561142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -15611432.000000 Penalty: 3518.887451
	Iteration 184Q: 3 clusters Score -1.561143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -15611422.000000 Penalty: 3518.887451
	Iteration 185Q: 3 clusters Score -1.561142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -15611407.000000 Penalty: 3518.887451
	Iteration 186Q: 3 clusters Score -1.561141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -15611432.000000 Penalty: 3518.887451
	Iteration 187Q: 3 clusters Score -1.561143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -15611422.000000 Penalty: 3518.887451
	Iteration 188Q: 3 clusters Score -1.561142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -15611432.000000 Penalty: 3518.887451
	Iteration 189Q: 3 clusters Score -1.561143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -15611448.000000 Penalty: 3518.887451
	Iteration 190Q: 3 clusters Score -1.561145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -15611443.000000 Penalty: 3518.887451
	Iteration 191Q: 3 clusters Score -1.561144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -15611434.000000 Penalty: 3518.887451
	Iteration 192Q: 3 clusters Score -1.561143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -15611429.000000 Penalty: 3518.887451
	Iteration 193Q: 3 clusters Score -1.561143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -15611436.000000 Penalty: 3518.887451
	Iteration 194Q: 3 clusters Score -1.561144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -15611434.000000 Penalty: 3518.887451
	Iteration 195Q: 3 clusters Score -1.561143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -15611451.000000 Penalty: 3518.887451
	Iteration 196Q: 3 clusters Score -1.561145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -15611459.000000 Penalty: 3518.887451
	Iteration 197Q: 3 clusters Score -1.561146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -15611464.000000 Penalty: 3518.887451
	Iteration 198Q: 3 clusters Score -1.561146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -15611461.000000 Penalty: 3518.887451
	Iteration 199Q: 3 clusters Score -1.561146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -15611447.000000 Penalty: 3518.887451
	Iteration 200F: 3 clusters Score -1.561145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -15611459.000000 Penalty: 3518.887451
	Iteration 201Q: 3 clusters Score -1.561146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -15611464.000000 Penalty: 3518.887451
	Iteration 202Q: 3 clusters Score -1.561146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -15611452.000000 Penalty: 3518.887451
	Iteration 203Q: 3 clusters Score -1.561145e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -15611424.000000 Penalty: 3518.887451
	Iteration 204Q: 3 clusters Score -1.561142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -15611428.000000 Penalty: 3518.887451
	Iteration 205Q: 3 clusters Score -1.561143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -15611432.000000 Penalty: 3518.887451
	Iteration 206Q: 3 clusters Score -1.561143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -15611414.000000 Penalty: 3518.887451
	Iteration 207Q: 3 clusters Score -1.561141e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -15611412.000000 Penalty: 3518.887451
	Iteration 208Q: 3 clusters Score -1.561141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -15611415.000000 Penalty: 3518.887451
	Iteration 209Q: 3 clusters Score -1.561142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -15611417.000000 Penalty: 3518.887451
	Iteration 210Q: 3 clusters Score -1.561142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -15611410.000000 Penalty: 3518.887451
	Iteration 211Q: 3 clusters Score -1.561141e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -15611413.000000 Penalty: 3518.887451
	Iteration 212Q: 3 clusters Score -1.561141e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -15611409.000000 Penalty: 3518.887451
	Iteration 213Q: 3 clusters Score -1.561141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -15611424.000000 Penalty: 3518.887451
	Iteration 214Q: 3 clusters Score -1.561142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -15611426.000000 Penalty: 3518.887451
	Iteration 215Q: 3 clusters Score -1.561143e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -15611431.000000 Penalty: 3518.887451
	Iteration 216Q: 3 clusters Score -1.561143e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -15611434.000000 Penalty: 3518.887451
	Iteration 217Q: 3 clusters Score -1.561143e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -15611419.000000 Penalty: 3518.887451
	Iteration 218Q: 3 clusters Score -1.561142e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -15611428.000000 Penalty: 3518.887451
	Iteration 219Q: 3 clusters Score -1.561143e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -15611423.000000 Penalty: 3518.887451
	Iteration 220F: 3 clusters Score -1.561142e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -15611420.000000 Penalty: 3518.887451
	Iteration 221Q: 3 clusters Score -1.561142e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -15611429.000000 Penalty: 3518.887451
	Iteration 222Q: 3 clusters Score -1.561143e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -15611416.000000 Penalty: 3518.887451
	Iteration 223Q: 3 clusters Score -1.561142e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -15611424.000000 Penalty: 3518.887451
	Iteration 224Q: 3 clusters Score -1.561142e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -15611423.000000 Penalty: 3518.887451
	Iteration 225Q: 3 clusters Score -1.561142e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -15611446.000000 Penalty: 3518.887451
	Iteration 226Q: 3 clusters Score -1.561145e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -15611449.000000 Penalty: 3518.887451
	Iteration 227Q: 3 clusters Score -1.561145e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -15611426.000000 Penalty: 3518.887451
	Iteration 228Q: 3 clusters Score -1.561143e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -15611432.000000 Penalty: 3518.887451
	Iteration 229Q: 3 clusters Score -1.561143e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -15611417.000000 Penalty: 3518.887451
	Iteration 230Q: 3 clusters Score -1.561142e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -15611433.000000 Penalty: 3518.887451
	Iteration 231Q: 3 clusters Score -1.561143e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -15611431.000000 Penalty: 3518.887451
	Iteration 232Q: 3 clusters Score -1.561143e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -15611443.000000 Penalty: 3518.887451
	Iteration 233Q: 3 clusters Score -1.561144e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -15611443.000000 Penalty: 3518.887451
	Iteration 234Q: 3 clusters Score -1.561144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -15611434.000000 Penalty: 3518.887451
	Iteration 235Q: 3 clusters Score -1.561143e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -15611427.000000 Penalty: 3518.887451
	Iteration 236Q: 3 clusters Score -1.561143e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -15611454.000000 Penalty: 3518.887451
	Iteration 237Q: 3 clusters Score -1.561145e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -15611474.000000 Penalty: 3518.887451
	Iteration 238Q: 3 clusters Score -1.561147e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -15611467.000000 Penalty: 3518.887451
	Iteration 239Q: 3 clusters Score -1.561147e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -15611471.000000 Penalty: 3518.887451
	Iteration 240F: 3 clusters Score -1.561147e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -15611450.000000 Penalty: 3518.887451
	Iteration 241Q: 3 clusters Score -1.561145e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -15611454.000000 Penalty: 3518.887451
	Iteration 242Q: 3 clusters Score -1.561145e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -15611484.000000 Penalty: 3518.887451
	Iteration 243Q: 3 clusters Score -1.561148e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -15611489.000000 Penalty: 3518.887451
	Iteration 244Q: 3 clusters Score -1.561149e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -15611531.000000 Penalty: 3518.887451
	Iteration 245Q: 3 clusters Score -1.561153e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -15611537.000000 Penalty: 3518.887451
	Iteration 246Q: 3 clusters Score -1.561154e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -15611497.000000 Penalty: 3518.887451
	Iteration 247Q: 3 clusters Score -1.56115e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -15611508.000000 Penalty: 3518.887451
	Iteration 248Q: 3 clusters Score -1.561151e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -15611513.000000 Penalty: 3518.887451
	Iteration 249Q: 3 clusters Score -1.561151e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -15611473.000000 Penalty: 3518.887451
	Iteration 250Q: 3 clusters Score -1.561147e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -15611478.000000 Penalty: 3518.887451
	Iteration 251Q: 3 clusters Score -1.561148e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -15611505.000000 Penalty: 3518.887451
	Iteration 252Q: 3 clusters Score -1.56115e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -15611508.000000 Penalty: 3518.887451
	Iteration 253Q: 3 clusters Score -1.561151e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -15611543.000000 Penalty: 3518.887451
	Iteration 254Q: 3 clusters Score -1.561154e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -15611522.000000 Penalty: 3518.887451
	Iteration 255Q: 3 clusters Score -1.561152e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -15611519.000000 Penalty: 3518.887451
	Iteration 256Q: 3 clusters Score -1.561152e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -15611518.000000 Penalty: 3518.887451
	Iteration 257Q: 3 clusters Score -1.561152e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -15611522.000000 Penalty: 3518.887451
	Iteration 258Q: 3 clusters Score -1.561152e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -15611565.000000 Penalty: 3518.887451
	Iteration 259Q: 3 clusters Score -1.561156e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -15611563.000000 Penalty: 3518.887451
	Iteration 260F: 3 clusters Score -1.561156e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -15611592.000000 Penalty: 3518.887451
	Iteration 261Q: 3 clusters Score -1.561159e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -15611623.000000 Penalty: 3518.887451
	Iteration 262Q: 3 clusters Score -1.561162e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -15611571.000000 Penalty: 3518.887451
	Iteration 263Q: 3 clusters Score -1.561157e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -15611561.000000 Penalty: 3518.887451
	Iteration 264Q: 3 clusters Score -1.561156e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -15611569.000000 Penalty: 3518.887451
	Iteration 265Q: 3 clusters Score -1.561157e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -15611560.000000 Penalty: 3518.887451
	Iteration 266Q: 3 clusters Score -1.561156e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -15611576.000000 Penalty: 3518.887451
	Iteration 267Q: 3 clusters Score -1.561158e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -15611586.000000 Penalty: 3518.887451
	Iteration 268Q: 3 clusters Score -1.561159e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -15611617.000000 Penalty: 3518.887451
	Iteration 269Q: 3 clusters Score -1.561162e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -15611625.000000 Penalty: 3518.887451
	Iteration 270Q: 3 clusters Score -1.561162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -15611650.000000 Penalty: 3518.887451
	Iteration 271Q: 3 clusters Score -1.561165e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -15611709.000000 Penalty: 3518.887451
	Iteration 272Q: 3 clusters Score -1.561171e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -15611722.000000 Penalty: 3518.887451
	Iteration 273Q: 3 clusters Score -1.561172e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -15611712.000000 Penalty: 3518.887451
	Iteration 274Q: 3 clusters Score -1.561171e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -15611780.000000 Penalty: 3518.887451
	Iteration 275Q: 3 clusters Score -1.561178e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -15611749.000000 Penalty: 3518.887451
	Iteration 276Q: 3 clusters Score -1.561175e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -15611789.000000 Penalty: 3518.887451
	Iteration 277Q: 3 clusters Score -1.561179e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -15611812.000000 Penalty: 3518.887451
	Iteration 278Q: 3 clusters Score -1.561181e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -15611835.000000 Penalty: 3518.887451
	Iteration 279Q: 3 clusters Score -1.561184e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -15611898.000000 Penalty: 3518.887451
	Iteration 280F: 3 clusters Score -1.56119e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -15611943.000000 Penalty: 3518.887451
	Iteration 281Q: 3 clusters Score -1.561194e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -15611933.000000 Penalty: 3518.887451
	Iteration 282Q: 3 clusters Score -1.561193e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -15611959.000000 Penalty: 3518.887451
	Iteration 283Q: 3 clusters Score -1.561196e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -15612008.000000 Penalty: 3518.887451
	Iteration 284Q: 3 clusters Score -1.561201e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -15612009.000000 Penalty: 3518.887451
	Iteration 285Q: 3 clusters Score -1.561201e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
Score: -15612057.000000 Penalty: 3518.887451
	Iteration 286Q: 3 clusters Score -1.561206e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -15612073.000000 Penalty: 3518.887451
	Iteration 287Q: 3 clusters Score -1.561207e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -15612148.000000 Penalty: 3518.887451
	Iteration 288Q: 3 clusters Score -1.561215e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -15612149.000000 Penalty: 3518.887451
	Iteration 289Q: 3 clusters Score -1.561215e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -15612226.000000 Penalty: 3518.887451
	Iteration 290Q: 3 clusters Score -1.561223e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -15612317.000000 Penalty: 3518.887451
	Iteration 291Q: 3 clusters Score -1.561232e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -15612368.000000 Penalty: 3518.887451
	Iteration 292Q: 3 clusters Score -1.561237e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -15612486.000000 Penalty: 3518.887451
	Iteration 293Q: 3 clusters Score -1.561249e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -15612653.000000 Penalty: 3518.887451
	Iteration 294Q: 3 clusters Score -1.561265e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -15612727.000000 Penalty: 3518.887451
	Iteration 295Q: 3 clusters Score -1.561273e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -15612773.000000 Penalty: 3518.887451
	Iteration 296Q: 3 clusters Score -1.561277e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -15612803.000000 Penalty: 3518.887451
	Iteration 297Q: 3 clusters Score -1.56128e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -15612947.000000 Penalty: 3518.887451
	Iteration 298Q: 3 clusters Score -1.561295e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -15613023.000000 Penalty: 3518.887451
	Iteration 299Q: 3 clusters Score -1.561302e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -15613096.000000 Penalty: 3518.887451
	Iteration 300F: 3 clusters Score -1.56131e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -15613163.000000 Penalty: 3518.887451
	Iteration 301Q: 3 clusters Score -1.561316e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -15613339.000000 Penalty: 3518.887451
	Iteration 302Q: 3 clusters Score -1.561334e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -15613428.000000 Penalty: 3518.887451
	Iteration 303Q: 3 clusters Score -1.561343e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -15613612.000000 Penalty: 3518.887451
	Iteration 304Q: 3 clusters Score -1.561361e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -15613701.000000 Penalty: 3518.887451
	Iteration 305Q: 3 clusters Score -1.56137e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -15613881.000000 Penalty: 3518.887451
	Iteration 306Q: 3 clusters Score -1.561388e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -15614063.000000 Penalty: 3518.887451
	Iteration 307Q: 3 clusters Score -1.561406e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -15614207.000000 Penalty: 3518.887451
	Iteration 308Q: 3 clusters Score -1.561421e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -15614338.000000 Penalty: 3518.887451
	Iteration 309Q: 3 clusters Score -1.561434e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -15614329.000000 Penalty: 3518.887451
	Iteration 310Q: 3 clusters Score -1.561433e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -15614395.000000 Penalty: 3518.887451
	Iteration 311Q: 3 clusters Score -1.56144e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -15614421.000000 Penalty: 3518.887451
	Iteration 312Q: 3 clusters Score -1.561442e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -15614459.000000 Penalty: 3518.887451
	Iteration 313Q: 3 clusters Score -1.561446e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -15614485.000000 Penalty: 3518.887451
	Iteration 314Q: 3 clusters Score -1.561448e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -15614559.000000 Penalty: 3518.887451
	Iteration 315Q: 3 clusters Score -1.561456e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -15614619.000000 Penalty: 3518.887451
	Iteration 316Q: 3 clusters Score -1.561462e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -15614662.000000 Penalty: 3518.887451
	Iteration 317Q: 3 clusters Score -1.561466e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -15614620.000000 Penalty: 3518.887451
	Iteration 318Q: 3 clusters Score -1.561462e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -15614621.000000 Penalty: 3518.887451
	Iteration 319Q: 3 clusters Score -1.561462e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -15614616.000000 Penalty: 3518.887451
	Iteration 320F: 3 clusters Score -1.561462e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -15614558.000000 Penalty: 3518.887451
	Iteration 321Q: 3 clusters Score -1.561456e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -15614536.000000 Penalty: 3518.887451
	Iteration 322Q: 3 clusters Score -1.561454e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -15614534.000000 Penalty: 3518.887451
	Iteration 323Q: 3 clusters Score -1.561453e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -15614501.000000 Penalty: 3518.887451
	Iteration 324Q: 3 clusters Score -1.56145e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -15614407.000000 Penalty: 3518.887451
	Iteration 325Q: 3 clusters Score -1.561441e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -15614439.000000 Penalty: 3518.887451
	Iteration 326Q: 3 clusters Score -1.561444e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -15614442.000000 Penalty: 3518.887451
	Iteration 327Q: 3 clusters Score -1.561444e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -15614439.000000 Penalty: 3518.887451
	Iteration 328Q: 3 clusters Score -1.561444e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -15614427.000000 Penalty: 3518.887451
	Iteration 329Q: 3 clusters Score -1.561443e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -15614388.000000 Penalty: 3518.887451
	Iteration 330Q: 3 clusters Score -1.561439e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -15614429.000000 Penalty: 3518.887451
	Iteration 331Q: 3 clusters Score -1.561443e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -15614371.000000 Penalty: 3518.887451
	Iteration 332Q: 3 clusters Score -1.561437e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -15614306.000000 Penalty: 3518.887451
	Iteration 333Q: 3 clusters Score -1.561431e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -15614234.000000 Penalty: 3518.887451
	Iteration 334Q: 3 clusters Score -1.561423e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -15614245.000000 Penalty: 3518.887451
	Iteration 335Q: 3 clusters Score -1.561424e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -15614224.000000 Penalty: 3518.887451
	Iteration 336Q: 3 clusters Score -1.561422e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -15614221.000000 Penalty: 3518.887451
	Iteration 337Q: 3 clusters Score -1.561422e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -15614275.000000 Penalty: 3518.887451
	Iteration 338Q: 3 clusters Score -1.561428e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -15614394.000000 Penalty: 3518.887451
	Iteration 339Q: 3 clusters Score -1.561439e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -15614432.000000 Penalty: 3518.887451
	Iteration 340F: 3 clusters Score -1.561443e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -15614570.000000 Penalty: 3518.887451
	Iteration 341Q: 3 clusters Score -1.561457e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -15614777.000000 Penalty: 3518.887451
	Iteration 342Q: 3 clusters Score -1.561478e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -15615121.000000 Penalty: 3518.887451
	Iteration 343Q: 3 clusters Score -1.561512e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -15615611.000000 Penalty: 3518.887451
	Iteration 344Q: 3 clusters Score -1.561561e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -15616229.000000 Penalty: 3518.887451
	Iteration 345Q: 3 clusters Score -1.561623e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -15616797.000000 Penalty: 3518.887451
	Iteration 346Q: 3 clusters Score -1.56168e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -15617366.000000 Penalty: 3518.887451
	Iteration 347Q: 3 clusters Score -1.561737e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -15617627.000000 Penalty: 3518.887451
	Iteration 348Q: 3 clusters Score -1.561763e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -15617799.000000 Penalty: 3518.887451
	Iteration 349Q: 3 clusters Score -1.56178e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -15617885.000000 Penalty: 3518.887451
	Iteration 350Q: 3 clusters Score -1.561788e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -15617904.000000 Penalty: 3518.887451
	Iteration 351Q: 3 clusters Score -1.56179e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -15617957.000000 Penalty: 3518.887451
	Iteration 352Q: 3 clusters Score -1.561796e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -15617982.000000 Penalty: 3518.887451
	Iteration 353Q: 3 clusters Score -1.561798e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -15617995.000000 Penalty: 3518.887451
	Iteration 354Q: 3 clusters Score -1.5618e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -15617973.000000 Penalty: 3518.887451
	Iteration 355Q: 3 clusters Score -1.561797e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -15617998.000000 Penalty: 3518.887451
	Iteration 356Q: 3 clusters Score -1.5618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -15617989.000000 Penalty: 3518.887451
	Iteration 357Q: 3 clusters Score -1.561799e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -15618028.000000 Penalty: 3518.887451
	Iteration 358Q: 3 clusters Score -1.561803e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -15618019.000000 Penalty: 3518.887451
	Iteration 359Q: 3 clusters Score -1.561802e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -15617995.000000 Penalty: 3518.887451
	Iteration 360F: 3 clusters Score -1.5618e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -15617998.000000 Penalty: 3518.887451
	Iteration 361Q: 3 clusters Score -1.5618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -15618001.000000 Penalty: 3518.887451
	Iteration 362Q: 3 clusters Score -1.5618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -15617991.000000 Penalty: 3518.887451
	Iteration 363Q: 3 clusters Score -1.561799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 108184 members 
Entering Unmasked Estep 
Score: -15617963.000000 Penalty: 3518.887451
	Iteration 364Q: 3 clusters Score -1.561796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -15617955.000000 Penalty: 3518.887451
	Iteration 365Q: 3 clusters Score -1.561796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 108184 members 
Entering Unmasked Estep 
Score: -15617962.000000 Penalty: 3518.887451
	Iteration 366Q: 3 clusters Score -1.561796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -15617976.000000 Penalty: 3518.887451
	Iteration 367Q: 3 clusters Score -1.561798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -15617986.000000 Penalty: 3518.887451
	Iteration 368Q: 3 clusters Score -1.561799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -15617972.000000 Penalty: 3518.887451
	Iteration 369Q: 3 clusters Score -1.561797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -15617970.000000 Penalty: 3518.887451
	Iteration 370Q: 3 clusters Score -1.561797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 108184 members 
Entering Unmasked Estep 
Score: -15617981.000000 Penalty: 3518.887451
	Iteration 371Q: 3 clusters Score -1.561798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -15617972.000000 Penalty: 3518.887451
	Iteration 372Q: 3 clusters Score -1.561797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -15617960.000000 Penalty: 3518.887451
	Iteration 373Q: 3 clusters Score -1.561796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 108199 members 
Entering Unmasked Estep 
Score: -15617959.000000 Penalty: 3518.887451
	Iteration 374Q: 3 clusters Score -1.561796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -15617958.000000 Penalty: 3518.887451
	Iteration 375Q: 3 clusters Score -1.561796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -15617956.000000 Penalty: 3518.887451
	Iteration 376Q: 3 clusters Score -1.561796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -15617948.000000 Penalty: 3518.887451
	Iteration 377Q: 3 clusters Score -1.561795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -15617946.000000 Penalty: 3518.887451
	Iteration 378Q: 3 clusters Score -1.561795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -15617946.000000 Penalty: 3518.887451
	Iteration 379Q: 3 clusters Score -1.561795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -15617947.000000 Penalty: 3518.887451
	Iteration 380F: 3 clusters Score -1.561795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -15617949.000000 Penalty: 3518.887451
	Iteration 381Q: 3 clusters Score -1.561795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -15617956.000000 Penalty: 3518.887451
	Iteration 382Q: 3 clusters Score -1.561796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -15617948.000000 Penalty: 3518.887451
	Iteration 383Q: 3 clusters Score -1.561795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -15617956.000000 Penalty: 3518.887451
	Iteration 384Q: 3 clusters Score -1.561796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -15617953.000000 Penalty: 3518.887451
	Iteration 385Q: 3 clusters Score -1.561795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -15617947.000000 Penalty: 3518.887451
	Iteration 386Q: 3 clusters Score -1.561795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -15617947.000000 Penalty: 3518.887451
	Iteration 387F: 3 clusters Score -1.561795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 57952 members 
Mstep: Class 18 contains 46807 members 
Mstep: Class 19 contains 28314 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3022 members 
Mstep: Class 29 contains 69727 members 
Mstep: Class 30 contains 6815 members 
Mstep: Class 31 contains 108205 members 
Entering Unmasked Estep 
Score: -110772848.000000 Penalty: 63745.648438
Splitting cluster 19 changes total score from -110523688.000000 to -110772848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (15634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Entering Unmasked Estep 
Score: -1680431.750000 Penalty: 1436.991943
	Iteration 0F: 2 clusters Score -1680432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1670213.000000 Penalty: 2873.983887
	Iteration 0F: 3 clusters Score -1670213 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1673993.750000 Penalty: 2873.983887
	Iteration 1F: 3 clusters Score -1673994 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1674672.125000 Penalty: 2873.983887
	Iteration 2F: 3 clusters Score -1674672 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1675422.875000 Penalty: 2873.983887
	Iteration 3F: 3 clusters Score -1675423 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1676338.000000 Penalty: 2873.983887
	Iteration 4F: 3 clusters Score -1676338 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1677413.625000 Penalty: 2873.983887
	Iteration 5F: 3 clusters Score -1677414 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1678407.375000 Penalty: 2873.983887
	Iteration 6F: 3 clusters Score -1678407 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1679132.875000 Penalty: 2873.983887
	Iteration 7F: 3 clusters Score -1679133 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1679596.625000 Penalty: 2873.983887
	Iteration 8Q: 3 clusters Score -1679597 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1679844.625000 Penalty: 2873.983887
	Iteration 9Q: 3 clusters Score -1679845 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1679974.875000 Penalty: 2873.983887
	Iteration 10Q: 3 clusters Score -1679975 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1680064.000000 Penalty: 2873.983887
	Iteration 11Q: 3 clusters Score -1680064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1680122.375000 Penalty: 2873.983887
	Iteration 12Q: 3 clusters Score -1680122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1680168.375000 Penalty: 2873.983887
	Iteration 13Q: 3 clusters Score -1680168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1680202.375000 Penalty: 2873.983887
	Iteration 14Q: 3 clusters Score -1680202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1680239.875000 Penalty: 2873.983887
	Iteration 15Q: 3 clusters Score -1680240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1680264.000000 Penalty: 2873.983887
	Iteration 16Q: 3 clusters Score -1680264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1680290.250000 Penalty: 2873.983887
	Iteration 17Q: 3 clusters Score -1680290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1680314.375000 Penalty: 2873.983887
	Iteration 18Q: 3 clusters Score -1680314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1680331.500000 Penalty: 2873.983887
	Iteration 19Q: 3 clusters Score -1680332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1680336.875000 Penalty: 2873.983887
	Iteration 20F: 3 clusters Score -1680337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1680347.250000 Penalty: 2873.983887
	Iteration 21Q: 3 clusters Score -1680347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1680360.125000 Penalty: 2873.983887
	Iteration 22Q: 3 clusters Score -1680360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1680374.250000 Penalty: 2873.983887
	Iteration 23Q: 3 clusters Score -1680374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1680397.375000 Penalty: 2873.983887
	Iteration 24Q: 3 clusters Score -1680397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1680421.125000 Penalty: 2873.983887
	Iteration 25Q: 3 clusters Score -1680421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1680439.125000 Penalty: 2873.983887
	Iteration 26Q: 3 clusters Score -1680439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1680455.750000 Penalty: 2873.983887
	Iteration 27Q: 3 clusters Score -1680456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1680484.000000 Penalty: 2873.983887
	Iteration 28Q: 3 clusters Score -1680484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1680498.125000 Penalty: 2873.983887
	Iteration 29Q: 3 clusters Score -1680498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1680520.250000 Penalty: 2873.983887
	Iteration 30Q: 3 clusters Score -1680520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1680536.750000 Penalty: 2873.983887
	Iteration 31Q: 3 clusters Score -1680537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1680551.875000 Penalty: 2873.983887
	Iteration 32Q: 3 clusters Score -1680552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1680565.125000 Penalty: 2873.983887
	Iteration 33Q: 3 clusters Score -1680565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1680582.375000 Penalty: 2873.983887
	Iteration 34Q: 3 clusters Score -1680582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1680603.750000 Penalty: 2873.983887
	Iteration 35Q: 3 clusters Score -1680604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1680621.875000 Penalty: 2873.983887
	Iteration 36Q: 3 clusters Score -1680622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1680643.250000 Penalty: 2873.983887
	Iteration 37Q: 3 clusters Score -1680643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1680676.000000 Penalty: 2873.983887
	Iteration 38Q: 3 clusters Score -1680676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1680716.125000 Penalty: 2873.983887
	Iteration 39Q: 3 clusters Score -1680716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1680759.875000 Penalty: 2873.983887
	Iteration 40F: 3 clusters Score -1680760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1680824.000000 Penalty: 2873.983887
	Iteration 41Q: 3 clusters Score -1680824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1680868.000000 Penalty: 2873.983887
	Iteration 42Q: 3 clusters Score -1680868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1680908.375000 Penalty: 2873.983887
	Iteration 43Q: 3 clusters Score -1680908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1680937.625000 Penalty: 2873.983887
	Iteration 44Q: 3 clusters Score -1680938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1680951.125000 Penalty: 2873.983887
	Iteration 45Q: 3 clusters Score -1680951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1680963.250000 Penalty: 2873.983887
	Iteration 46Q: 3 clusters Score -1680963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1680969.750000 Penalty: 2873.983887
	Iteration 47Q: 3 clusters Score -1680970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1680979.500000 Penalty: 2873.983887
	Iteration 48Q: 3 clusters Score -1680980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1680986.625000 Penalty: 2873.983887
	Iteration 49Q: 3 clusters Score -1680987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1680989.250000 Penalty: 2873.983887
	Iteration 50Q: 3 clusters Score -1680989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1680987.750000 Penalty: 2873.983887
	Iteration 51Q: 3 clusters Score -1680988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1680984.125000 Penalty: 2873.983887
	Iteration 52Q: 3 clusters Score -1680984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1680984.125000 Penalty: 2873.983887
	Iteration 53F: 3 clusters Score -1680984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 18003 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 31054 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 57952 members 
Mstep: Class 18 contains 46807 members 
Mstep: Class 19 contains 28314 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 29587 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 72642 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3022 members 
Mstep: Class 29 contains 69727 members 
Mstep: Class 30 contains 6815 members 
Mstep: Class 31 contains 108205 members 
Mstep: Class 32 contains 12768 members 
Entering Unmasked Estep 
Score: -110773000.000000 Penalty: 65801.953125
Splitting cluster 20 changes total score from -110523688.000000 to -110773000.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (10359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Entering Unmasked Estep 
Score: -1125820.875000 Penalty: 1375.746948
	Iteration 0F: 2 clusters Score -1125821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1118842.250000 Penalty: 2751.493896
	Iteration 0F: 3 clusters Score -1118842 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1121263.625000 Penalty: 2751.493896
	Iteration 1F: 3 clusters Score -1121264 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1121717.125000 Penalty: 2751.493896
	Iteration 2F: 3 clusters Score -1121717 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1122125.750000 Penalty: 2751.493896
	Iteration 3F: 3 clusters Score -1122126 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1122458.750000 Penalty: 2751.493896
	Iteration 4F: 3 clusters Score -1122459 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1122726.000000 Penalty: 2751.493896
	Iteration 5Q: 3 clusters Score -1122726 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1122990.625000 Penalty: 2751.493896
	Iteration 6Q: 3 clusters Score -1122991 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1123270.375000 Penalty: 2751.493896
	Iteration 7Q: 3 clusters Score -1123270 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1123577.625000 Penalty: 2751.493896
	Iteration 8Q: 3 clusters Score -1123578 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1123813.000000 Penalty: 2751.493896
	Iteration 9Q: 3 clusters Score -1123813 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1124053.250000 Penalty: 2751.493896
	Iteration 10Q: 3 clusters Score -1124053 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1124288.625000 Penalty: 2751.493896
	Iteration 11Q: 3 clusters Score -1124289 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1124518.875000 Penalty: 2751.493896
	Iteration 12Q: 3 clusters Score -1124519 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1124740.875000 Penalty: 2751.493896
	Iteration 13Q: 3 clusters Score -1124741 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1124946.750000 Penalty: 2751.493896
	Iteration 14Q: 3 clusters Score -1124947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1125126.875000 Penalty: 2751.493896
	Iteration 15Q: 3 clusters Score -1125127 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1125261.375000 Penalty: 2751.493896
	Iteration 16Q: 3 clusters Score -1125261 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1125382.000000 Penalty: 2751.493896
	Iteration 17Q: 3 clusters Score -1125382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1125498.375000 Penalty: 2751.493896
	Iteration 18Q: 3 clusters Score -1125498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1125601.500000 Penalty: 2751.493896
	Iteration 19Q: 3 clusters Score -1125602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1125660.125000 Penalty: 2751.493896
	Iteration 20F: 3 clusters Score -1125660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1125715.000000 Penalty: 2751.493896
	Iteration 21Q: 3 clusters Score -1125715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1125743.625000 Penalty: 2751.493896
	Iteration 22Q: 3 clusters Score -1125744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1125761.125000 Penalty: 2751.493896
	Iteration 23Q: 3 clusters Score -1125761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1125771.125000 Penalty: 2751.493896
	Iteration 24Q: 3 clusters Score -1125771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1125778.875000 Penalty: 2751.493896
	Iteration 25Q: 3 clusters Score -1125779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1125784.750000 Penalty: 2751.493896
	Iteration 26Q: 3 clusters Score -1125785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1125787.625000 Penalty: 2751.493896
	Iteration 27Q: 3 clusters Score -1125788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1125786.250000 Penalty: 2751.493896
	Iteration 28Q: 3 clusters Score -1125786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1125790.750000 Penalty: 2751.493896
	Iteration 29Q: 3 clusters Score -1125791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1125792.625000 Penalty: 2751.493896
	Iteration 30Q: 3 clusters Score -1125793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1125795.875000 Penalty: 2751.493896
	Iteration 31Q: 3 clusters Score -1125796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1125794.625000 Penalty: 2751.493896
	Iteration 32Q: 3 clusters Score -1125795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1125796.125000 Penalty: 2751.493896
	Iteration 33Q: 3 clusters Score -1125796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1125797.500000 Penalty: 2751.493896
	Iteration 34Q: 3 clusters Score -1125798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1125796.375000 Penalty: 2751.493896
	Iteration 35Q: 3 clusters Score -1125796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1125797.500000 Penalty: 2751.493896
	Iteration 36Q: 3 clusters Score -1125798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1125798.125000 Penalty: 2751.493896
	Iteration 37Q: 3 clusters Score -1125798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1125799.625000 Penalty: 2751.493896
	Iteration 38Q: 3 clusters Score -1125800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1125802.250000 Penalty: 2751.493896
	Iteration 39Q: 3 clusters Score -1125802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1125802.625000 Penalty: 2751.493896
	Iteration 40F: 3 clusters Score -1125803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1125804.500000 Penalty: 2751.493896
	Iteration 41Q: 3 clusters Score -1125804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1125804.125000 Penalty: 2751.493896
	Iteration 42Q: 3 clusters Score -1125804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1125806.500000 Penalty: 2751.493896
	Iteration 43Q: 3 clusters Score -1125806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1125807.875000 Penalty: 2751.493896
	Iteration 44Q: 3 clusters Score -1125808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1125808.000000 Penalty: 2751.493896
	Iteration 45Q: 3 clusters Score -1125808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1125808.500000 Penalty: 2751.493896
	Iteration 46Q: 3 clusters Score -1125808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1125808.500000 Penalty: 2751.493896
	Iteration 47F: 3 clusters Score -1125808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 162463 members 
Mstep: Class 5 contains 92458 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 57952 members 
Mstep: Class 18 contains 46807 members 
Mstep: Class 19 contains 28314 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 22 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110811040.000000 Penalty: 65801.953125
Iteration 39Q: 33 clusters Score -1.10811e+08 nChanged 47698
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 11083 members 
Mstep: Class 4 contains 166376 members 
Mstep: Class 5 contains 96585 members 
Mstep: Class 6 contains 25265 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 17572 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 24185 members 
Mstep: Class 11 contains 29035 members 
Mstep: Class 12 contains 10586 members 
Mstep: Class 13 contains 29288 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 59507 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 28722 members 
Mstep: Class 20 contains 2974 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 10806 members 
Mstep: Class 23 contains 21939 members 
Mstep: Class 24 contains 16627 members 
Mstep: Class 25 contains 1357 members 
Mstep: Class 26 contains 70654 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 68919 members 
Mstep: Class 30 contains 8326 members 
Mstep: Class 31 contains 102712 members 
Mstep: Class 32 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110841776.000000 Penalty: 65801.953125
Iteration 40F: 33 clusters Score -1.108418e+08 nChanged 29779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 165884 members 
Mstep: Class 5 contains 98488 members 
Mstep: Class 6 contains 26013 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 17685 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 24749 members 
Mstep: Class 11 contains 28577 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 29716 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 43415 members 
Mstep: Class 19 contains 29116 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 29782 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 17616 members 
Mstep: Class 25 contains 1359 members 
Mstep: Class 26 contains 70162 members 
Mstep: Class 27 contains 3317 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 69390 members 
Mstep: Class 30 contains 9055 members 
Mstep: Class 31 contains 100847 members 
Mstep: Class 32 contains 12602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110853304.000000 Penalty: 65801.953125
Iteration 41Q: 33 clusters Score -1.108533e+08 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 165139 members 
Mstep: Class 5 contains 100077 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 17687 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 28277 members 
Mstep: Class 12 contains 11031 members 
Mstep: Class 13 contains 29936 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 59691 members 
Mstep: Class 18 contains 41024 members 
Mstep: Class 19 contains 29648 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 30079 members 
Mstep: Class 22 contains 11139 members 
Mstep: Class 23 contains 22123 members 
Mstep: Class 24 contains 18096 members 
Mstep: Class 25 contains 1363 members 
Mstep: Class 26 contains 69488 members 
Mstep: Class 27 contains 3404 members 
Mstep: Class 28 contains 3205 members 
Mstep: Class 29 contains 69509 members 
Mstep: Class 30 contains 9362 members 
Mstep: Class 31 contains 99963 members 
Mstep: Class 32 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110856392.000000 Penalty: 65801.953125
Iteration 42Q: 33 clusters Score -1.108564e+08 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 164404 members 
Mstep: Class 5 contains 101314 members 
Mstep: Class 6 contains 27242 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 17665 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 25796 members 
Mstep: Class 11 contains 28054 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 30102 members 
Mstep: Class 14 contains 2369 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 59737 members 
Mstep: Class 18 contains 39046 members 
Mstep: Class 19 contains 30154 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 30296 members 
Mstep: Class 22 contains 11300 members 
Mstep: Class 23 contains 22256 members 
Mstep: Class 24 contains 18435 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 68695 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 69566 members 
Mstep: Class 30 contains 9527 members 
Mstep: Class 31 contains 99387 members 
Mstep: Class 32 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110859112.000000 Penalty: 65801.953125
Iteration 43Q: 33 clusters Score -1.108591e+08 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 163727 members 
Mstep: Class 5 contains 102325 members 
Mstep: Class 6 contains 27826 members 
Mstep: Class 7 contains 9613 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 26286 members 
Mstep: Class 11 contains 27840 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 30281 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 59755 members 
Mstep: Class 18 contains 37313 members 
Mstep: Class 19 contains 30629 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 30454 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 22397 members 
Mstep: Class 24 contains 18610 members 
Mstep: Class 25 contains 1366 members 
Mstep: Class 26 contains 67882 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 69587 members 
Mstep: Class 30 contains 9610 members 
Mstep: Class 31 contains 99029 members 
Mstep: Class 32 contains 12743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110860712.000000 Penalty: 65801.953125
Iteration 44Q: 33 clusters Score -1.108607e+08 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 10811 members 
Mstep: Class 4 contains 163171 members 
Mstep: Class 5 contains 103075 members 
Mstep: Class 6 contains 28414 members 
Mstep: Class 7 contains 9705 members 
Mstep: Class 8 contains 17623 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 26703 members 
Mstep: Class 11 contains 27597 members 
Mstep: Class 12 contains 11035 members 
Mstep: Class 13 contains 30431 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 59759 members 
Mstep: Class 18 contains 35846 members 
Mstep: Class 19 contains 31033 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 30559 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 22546 members 
Mstep: Class 24 contains 18703 members 
Mstep: Class 25 contains 1369 members 
Mstep: Class 26 contains 67088 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 69586 members 
Mstep: Class 30 contains 9663 members 
Mstep: Class 31 contains 98748 members 
Mstep: Class 32 contains 12746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110862616.000000 Penalty: 65801.953125
Iteration 45Q: 33 clusters Score -1.108626e+08 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 11642 members 
Mstep: Class 3 contains 10830 members 
Mstep: Class 4 contains 162755 members 
Mstep: Class 5 contains 103599 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 17605 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 27075 members 
Mstep: Class 11 contains 27393 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 30567 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 59769 members 
Mstep: Class 18 contains 34537 members 
Mstep: Class 19 contains 31384 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 30636 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 22691 members 
Mstep: Class 24 contains 18746 members 
Mstep: Class 25 contains 1372 members 
Mstep: Class 26 contains 66289 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 69579 members 
Mstep: Class 30 contains 9709 members 
Mstep: Class 31 contains 98574 members 
Mstep: Class 32 contains 12749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110863144.000000 Penalty: 65801.953125
Iteration 46Q: 33 clusters Score -1.108631e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 11926 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 162402 members 
Mstep: Class 5 contains 104003 members 
Mstep: Class 6 contains 29516 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 8 contains 17556 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 27222 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 30668 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 59778 members 
Mstep: Class 18 contains 33374 members 
Mstep: Class 19 contains 31676 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 30706 members 
Mstep: Class 22 contains 11777 members 
Mstep: Class 23 contains 22837 members 
Mstep: Class 24 contains 18721 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 65523 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 69551 members 
Mstep: Class 30 contains 9747 members 
Mstep: Class 31 contains 98521 members 
Mstep: Class 32 contains 12766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110864344.000000 Penalty: 65801.953125
Iteration 47Q: 33 clusters Score -1.108643e+08 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 10815 members 
Mstep: Class 4 contains 162091 members 
Mstep: Class 5 contains 104315 members 
Mstep: Class 6 contains 30065 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 17489 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 27734 members 
Mstep: Class 11 contains 27070 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 30744 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 59791 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 31915 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 30760 members 
Mstep: Class 22 contains 11854 members 
Mstep: Class 23 contains 22969 members 
Mstep: Class 24 contains 18712 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 64790 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 3527 members 
Mstep: Class 29 contains 69524 members 
Mstep: Class 30 contains 9780 members 
Mstep: Class 31 contains 98458 members 
Mstep: Class 32 contains 12783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110864896.000000 Penalty: 65801.953125
Iteration 48Q: 33 clusters Score -1.108649e+08 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 12496 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 161822 members 
Mstep: Class 5 contains 104523 members 
Mstep: Class 6 contains 30583 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 17433 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 28046 members 
Mstep: Class 11 contains 26949 members 
Mstep: Class 12 contains 10842 members 
Mstep: Class 13 contains 30809 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 59804 members 
Mstep: Class 18 contains 31463 members 
Mstep: Class 19 contains 32123 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 30791 members 
Mstep: Class 22 contains 11913 members 
Mstep: Class 23 contains 23077 members 
Mstep: Class 24 contains 18686 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 64073 members 
Mstep: Class 27 contains 3745 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 69492 members 
Mstep: Class 30 contains 9811 members 
Mstep: Class 31 contains 98397 members 
Mstep: Class 32 contains 12790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865136.000000 Penalty: 65801.953125
Iteration 49Q: 33 clusters Score -1.108651e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 12746 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 161652 members 
Mstep: Class 5 contains 104622 members 
Mstep: Class 6 contains 31007 members 
Mstep: Class 7 contains 10133 members 
Mstep: Class 8 contains 17392 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 26861 members 
Mstep: Class 12 contains 10789 members 
Mstep: Class 13 contains 30857 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 59817 members 
Mstep: Class 18 contains 30711 members 
Mstep: Class 19 contains 32325 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 30818 members 
Mstep: Class 22 contains 11966 members 
Mstep: Class 23 contains 23187 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 63428 members 
Mstep: Class 27 contains 3775 members 
Mstep: Class 28 contains 3560 members 
Mstep: Class 29 contains 69470 members 
Mstep: Class 30 contains 9832 members 
Mstep: Class 31 contains 98295 members 
Mstep: Class 32 contains 12797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865384.000000 Penalty: 65801.953125
Iteration 50Q: 33 clusters Score -1.108654e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 161499 members 
Mstep: Class 5 contains 104699 members 
Mstep: Class 6 contains 31375 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 17345 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 28554 members 
Mstep: Class 11 contains 26795 members 
Mstep: Class 12 contains 10736 members 
Mstep: Class 13 contains 30913 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 59822 members 
Mstep: Class 18 contains 30012 members 
Mstep: Class 19 contains 32504 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 30852 members 
Mstep: Class 22 contains 12033 members 
Mstep: Class 23 contains 23283 members 
Mstep: Class 24 contains 18622 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 62846 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 3575 members 
Mstep: Class 29 contains 69450 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 98183 members 
Mstep: Class 32 contains 12806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110866200.000000 Penalty: 65801.953125
Iteration 51Q: 33 clusters Score -1.108662e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 13261 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 161361 members 
Mstep: Class 5 contains 104746 members 
Mstep: Class 6 contains 31705 members 
Mstep: Class 7 contains 10292 members 
Mstep: Class 8 contains 17299 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 28748 members 
Mstep: Class 11 contains 26756 members 
Mstep: Class 12 contains 10714 members 
Mstep: Class 13 contains 30974 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 59814 members 
Mstep: Class 18 contains 29414 members 
Mstep: Class 19 contains 32677 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 30877 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 23368 members 
Mstep: Class 24 contains 18556 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 62331 members 
Mstep: Class 27 contains 3804 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 69434 members 
Mstep: Class 30 contains 9867 members 
Mstep: Class 31 contains 97995 members 
Mstep: Class 32 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110866720.000000 Penalty: 65801.953125
Iteration 52Q: 33 clusters Score -1.108667e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 13493 members 
Mstep: Class 3 contains 10898 members 
Mstep: Class 4 contains 161260 members 
Mstep: Class 5 contains 104773 members 
Mstep: Class 6 contains 32029 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 8 contains 17254 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 28914 members 
Mstep: Class 11 contains 26732 members 
Mstep: Class 12 contains 10704 members 
Mstep: Class 13 contains 31019 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 59812 members 
Mstep: Class 18 contains 28894 members 
Mstep: Class 19 contains 32840 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 30894 members 
Mstep: Class 22 contains 12124 members 
Mstep: Class 23 contains 23466 members 
Mstep: Class 24 contains 18525 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 61826 members 
Mstep: Class 27 contains 3817 members 
Mstep: Class 28 contains 3623 members 
Mstep: Class 29 contains 69419 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 97727 members 
Mstep: Class 32 contains 12833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867112.000000 Penalty: 65801.953125
Iteration 53Q: 33 clusters Score -1.108671e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 161192 members 
Mstep: Class 5 contains 104784 members 
Mstep: Class 6 contains 32282 members 
Mstep: Class 7 contains 10432 members 
Mstep: Class 8 contains 17208 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 29065 members 
Mstep: Class 11 contains 26710 members 
Mstep: Class 12 contains 10699 members 
Mstep: Class 13 contains 31066 members 
Mstep: Class 14 contains 4278 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 59810 members 
Mstep: Class 18 contains 28456 members 
Mstep: Class 19 contains 32993 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 30909 members 
Mstep: Class 22 contains 12168 members 
Mstep: Class 23 contains 23549 members 
Mstep: Class 24 contains 18501 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 61373 members 
Mstep: Class 27 contains 3826 members 
Mstep: Class 28 contains 3637 members 
Mstep: Class 29 contains 69408 members 
Mstep: Class 30 contains 9888 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 12849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867344.000000 Penalty: 65801.953125
Iteration 54Q: 33 clusters Score -1.108673e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 13944 members 
Mstep: Class 3 contains 10928 members 
Mstep: Class 4 contains 161126 members 
Mstep: Class 5 contains 104779 members 
Mstep: Class 6 contains 32489 members 
Mstep: Class 7 contains 10501 members 
Mstep: Class 8 contains 17158 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 29226 members 
Mstep: Class 11 contains 26700 members 
Mstep: Class 12 contains 10678 members 
Mstep: Class 13 contains 31097 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 59815 members 
Mstep: Class 18 contains 28092 members 
Mstep: Class 19 contains 33105 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 30936 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 23639 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 60971 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 69383 members 
Mstep: Class 30 contains 9898 members 
Mstep: Class 31 contains 97155 members 
Mstep: Class 32 contains 12856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867672.000000 Penalty: 65801.953125
Iteration 55Q: 33 clusters Score -1.108677e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 14168 members 
Mstep: Class 3 contains 10936 members 
Mstep: Class 4 contains 161073 members 
Mstep: Class 5 contains 104780 members 
Mstep: Class 6 contains 32646 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 29405 members 
Mstep: Class 11 contains 26718 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31123 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 59824 members 
Mstep: Class 18 contains 27735 members 
Mstep: Class 19 contains 33200 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 30959 members 
Mstep: Class 22 contains 12269 members 
Mstep: Class 23 contains 23728 members 
Mstep: Class 24 contains 18393 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 60599 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 3663 members 
Mstep: Class 29 contains 69361 members 
Mstep: Class 30 contains 9905 members 
Mstep: Class 31 contains 96901 members 
Mstep: Class 32 contains 12872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867712.000000 Penalty: 65801.953125
Iteration 56Q: 33 clusters Score -1.108677e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 14409 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 161020 members 
Mstep: Class 5 contains 104746 members 
Mstep: Class 6 contains 32794 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 8 contains 17068 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 29608 members 
Mstep: Class 11 contains 26752 members 
Mstep: Class 12 contains 10622 members 
Mstep: Class 13 contains 31144 members 
Mstep: Class 14 contains 4387 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 59826 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 33287 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 21 contains 30978 members 
Mstep: Class 22 contains 12296 members 
Mstep: Class 23 contains 23812 members 
Mstep: Class 24 contains 18333 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 60240 members 
Mstep: Class 27 contains 3838 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 69340 members 
Mstep: Class 30 contains 9911 members 
Mstep: Class 31 contains 96615 members 
Mstep: Class 32 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868128.000000 Penalty: 65801.953125
Iteration 57Q: 33 clusters Score -1.108681e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 4 contains 160970 members 
Mstep: Class 5 contains 104704 members 
Mstep: Class 6 contains 32903 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 29808 members 
Mstep: Class 11 contains 26777 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 31162 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 59831 members 
Mstep: Class 18 contains 27136 members 
Mstep: Class 19 contains 33337 members 
Mstep: Class 20 contains 2972 members 
Mstep: Class 21 contains 31007 members 
Mstep: Class 22 contains 12322 members 
Mstep: Class 23 contains 23895 members 
Mstep: Class 24 contains 18277 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 59940 members 
Mstep: Class 27 contains 3838 members 
Mstep: Class 28 contains 3678 members 
Mstep: Class 29 contains 69325 members 
Mstep: Class 30 contains 9914 members 
Mstep: Class 31 contains 96370 members 
Mstep: Class 32 contains 12910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110867928.000000 Penalty: 65801.953125
Iteration 58Q: 33 clusters Score -1.108679e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 10971 members 
Mstep: Class 4 contains 160881 members 
Mstep: Class 5 contains 104648 members 
Mstep: Class 6 contains 32952 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 16994 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 29982 members 
Mstep: Class 11 contains 26787 members 
Mstep: Class 12 contains 10589 members 
Mstep: Class 13 contains 31184 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 59834 members 
Mstep: Class 18 contains 26871 members 
Mstep: Class 19 contains 33400 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 31026 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 23972 members 
Mstep: Class 24 contains 18225 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 59732 members 
Mstep: Class 27 contains 3846 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 69320 members 
Mstep: Class 30 contains 9915 members 
Mstep: Class 31 contains 96149 members 
Mstep: Class 32 contains 12921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868120.000000 Penalty: 65801.953125
Iteration 59Q: 33 clusters Score -1.108681e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 15111 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 160792 members 
Mstep: Class 5 contains 104595 members 
Mstep: Class 6 contains 32965 members 
Mstep: Class 7 contains 10867 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 30149 members 
Mstep: Class 11 contains 26793 members 
Mstep: Class 12 contains 10578 members 
Mstep: Class 13 contains 31202 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 59847 members 
Mstep: Class 18 contains 26630 members 
Mstep: Class 19 contains 33465 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 31045 members 
Mstep: Class 22 contains 12362 members 
Mstep: Class 23 contains 24050 members 
Mstep: Class 24 contains 18174 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 59527 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 69312 members 
Mstep: Class 30 contains 9918 members 
Mstep: Class 31 contains 95901 members 
Mstep: Class 32 contains 12929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868824.000000 Penalty: 65801.953125
Iteration 60F: 33 clusters Score -1.108688e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 15328 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 160706 members 
Mstep: Class 5 contains 104536 members 
Mstep: Class 6 contains 33006 members 
Mstep: Class 7 contains 10943 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 30318 members 
Mstep: Class 11 contains 26705 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 31215 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 59851 members 
Mstep: Class 18 contains 26411 members 
Mstep: Class 19 contains 33537 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 31068 members 
Mstep: Class 22 contains 12389 members 
Mstep: Class 23 contains 24122 members 
Mstep: Class 24 contains 18121 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 59304 members 
Mstep: Class 27 contains 3856 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 69301 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 95596 members 
Mstep: Class 32 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869024.000000 Penalty: 65801.953125
Iteration 61Q: 33 clusters Score -1.10869e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 11003 members 
Mstep: Class 4 contains 160663 members 
Mstep: Class 5 contains 104462 members 
Mstep: Class 6 contains 33046 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 30483 members 
Mstep: Class 11 contains 26596 members 
Mstep: Class 12 contains 10505 members 
Mstep: Class 13 contains 31235 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 59863 members 
Mstep: Class 18 contains 26239 members 
Mstep: Class 19 contains 33604 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 31081 members 
Mstep: Class 22 contains 12411 members 
Mstep: Class 23 contains 24183 members 
Mstep: Class 24 contains 18058 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 59086 members 
Mstep: Class 27 contains 3861 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 69284 members 
Mstep: Class 30 contains 9925 members 
Mstep: Class 31 contains 95285 members 
Mstep: Class 32 contains 12928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110869832.000000 Penalty: 65801.953125
Iteration 62Q: 33 clusters Score -1.108698e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 15743 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 160614 members 
Mstep: Class 5 contains 104387 members 
Mstep: Class 6 contains 33083 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 16873 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 26433 members 
Mstep: Class 12 contains 10463 members 
Mstep: Class 13 contains 31246 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2553 members 
Mstep: Class 17 contains 59870 members 
Mstep: Class 18 contains 26075 members 
Mstep: Class 19 contains 33674 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 31089 members 
Mstep: Class 22 contains 12437 members 
Mstep: Class 23 contains 24230 members 
Mstep: Class 24 contains 18011 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 58913 members 
Mstep: Class 27 contains 3871 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 69277 members 
Mstep: Class 30 contains 9928 members 
Mstep: Class 31 contains 94981 members 
Mstep: Class 32 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110870424.000000 Penalty: 65801.953125
Iteration 63Q: 33 clusters Score -1.108704e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 15957 members 
Mstep: Class 3 contains 11009 members 
Mstep: Class 4 contains 160547 members 
Mstep: Class 5 contains 104323 members 
Mstep: Class 6 contains 33121 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 16839 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 30806 members 
Mstep: Class 11 contains 26240 members 
Mstep: Class 12 contains 10408 members 
Mstep: Class 13 contains 31264 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 59882 members 
Mstep: Class 18 contains 25915 members 
Mstep: Class 19 contains 33743 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 31101 members 
Mstep: Class 22 contains 12457 members 
Mstep: Class 23 contains 24259 members 
Mstep: Class 24 contains 17964 members 
Mstep: Class 25 contains 1460 members 
Mstep: Class 26 contains 58744 members 
Mstep: Class 27 contains 3874 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 69262 members 
Mstep: Class 30 contains 9930 members 
Mstep: Class 31 contains 94673 members 
Mstep: Class 32 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110871000.000000 Penalty: 65801.953125
Iteration 64Q: 33 clusters Score -1.10871e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 16151 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 160472 members 
Mstep: Class 5 contains 104274 members 
Mstep: Class 6 contains 33178 members 
Mstep: Class 7 contains 11274 members 
Mstep: Class 8 contains 16826 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 30948 members 
Mstep: Class 11 contains 26001 members 
Mstep: Class 12 contains 10335 members 
Mstep: Class 13 contains 31279 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 59888 members 
Mstep: Class 18 contains 25792 members 
Mstep: Class 19 contains 33789 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 31107 members 
Mstep: Class 22 contains 12469 members 
Mstep: Class 23 contains 24285 members 
Mstep: Class 24 contains 17938 members 
Mstep: Class 25 contains 1495 members 
Mstep: Class 26 contains 58600 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 69249 members 
Mstep: Class 30 contains 9931 members 
Mstep: Class 31 contains 94378 members 
Mstep: Class 32 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110871768.000000 Penalty: 65801.953125
Iteration 65Q: 33 clusters Score -1.108718e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 160407 members 
Mstep: Class 5 contains 104219 members 
Mstep: Class 6 contains 33246 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 31079 members 
Mstep: Class 11 contains 25725 members 
Mstep: Class 12 contains 10276 members 
Mstep: Class 13 contains 31289 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 59888 members 
Mstep: Class 18 contains 25698 members 
Mstep: Class 19 contains 33828 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 21 contains 31111 members 
Mstep: Class 22 contains 12489 members 
Mstep: Class 23 contains 24303 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 1521 members 
Mstep: Class 26 contains 58476 members 
Mstep: Class 27 contains 3895 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 69244 members 
Mstep: Class 30 contains 9932 members 
Mstep: Class 31 contains 94080 members 
Mstep: Class 32 contains 12916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110872808.000000 Penalty: 65801.953125
Iteration 66Q: 33 clusters Score -1.108728e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 16471 members 
Mstep: Class 3 contains 11032 members 
Mstep: Class 4 contains 160329 members 
Mstep: Class 5 contains 104157 members 
Mstep: Class 6 contains 33312 members 
Mstep: Class 7 contains 11472 members 
Mstep: Class 8 contains 16796 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 31206 members 
Mstep: Class 11 contains 25402 members 
Mstep: Class 12 contains 10221 members 
Mstep: Class 13 contains 31302 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 59893 members 
Mstep: Class 18 contains 25607 members 
Mstep: Class 19 contains 33863 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 31116 members 
Mstep: Class 22 contains 12510 members 
Mstep: Class 23 contains 24318 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 58368 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 69238 members 
Mstep: Class 30 contains 9933 members 
Mstep: Class 31 contains 93797 members 
Mstep: Class 32 contains 12899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110873296.000000 Penalty: 65801.953125
Iteration 67Q: 33 clusters Score -1.108733e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 16634 members 
Mstep: Class 3 contains 11038 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 104107 members 
Mstep: Class 6 contains 33372 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 16782 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 10 contains 31311 members 
Mstep: Class 11 contains 25000 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 13 contains 31314 members 
Mstep: Class 14 contains 6926 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 59895 members 
Mstep: Class 18 contains 25527 members 
Mstep: Class 19 contains 33910 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 31117 members 
Mstep: Class 22 contains 12522 members 
Mstep: Class 23 contains 24328 members 
Mstep: Class 24 contains 17859 members 
Mstep: Class 25 contains 1544 members 
Mstep: Class 26 contains 58276 members 
Mstep: Class 27 contains 3914 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 69227 members 
Mstep: Class 30 contains 9934 members 
Mstep: Class 31 contains 93508 members 
Mstep: Class 32 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110874016.000000 Penalty: 65801.953125
Iteration 68Q: 33 clusters Score -1.10874e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 16780 members 
Mstep: Class 3 contains 11052 members 
Mstep: Class 4 contains 160166 members 
Mstep: Class 5 contains 104039 members 
Mstep: Class 6 contains 33432 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 16771 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31387 members 
Mstep: Class 11 contains 24558 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 31324 members 
Mstep: Class 14 contains 7397 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 17 contains 59896 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 33943 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 31118 members 
Mstep: Class 22 contains 12530 members 
Mstep: Class 23 contains 24338 members 
Mstep: Class 24 contains 17806 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58210 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 3736 members 
Mstep: Class 29 contains 69218 members 
Mstep: Class 30 contains 9936 members 
Mstep: Class 31 contains 93256 members 
Mstep: Class 32 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110874832.000000 Penalty: 65801.953125
Iteration 69Q: 33 clusters Score -1.108748e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 16936 members 
Mstep: Class 3 contains 11060 members 
Mstep: Class 4 contains 160069 members 
Mstep: Class 5 contains 103969 members 
Mstep: Class 6 contains 33506 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31451 members 
Mstep: Class 11 contains 24058 members 
Mstep: Class 12 contains 10078 members 
Mstep: Class 13 contains 31339 members 
Mstep: Class 14 contains 7905 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 59899 members 
Mstep: Class 18 contains 25368 members 
Mstep: Class 19 contains 33970 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 31121 members 
Mstep: Class 22 contains 12539 members 
Mstep: Class 23 contains 24350 members 
Mstep: Class 24 contains 17736 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58155 members 
Mstep: Class 27 contains 3938 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 69208 members 
Mstep: Class 30 contains 9938 members 
Mstep: Class 31 contains 92997 members 
Mstep: Class 32 contains 12845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875328.000000 Penalty: 65801.953125
Iteration 70Q: 33 clusters Score -1.108753e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 17074 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 159969 members 
Mstep: Class 5 contains 103911 members 
Mstep: Class 6 contains 33564 members 
Mstep: Class 7 contains 12046 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31505 members 
Mstep: Class 11 contains 23579 members 
Mstep: Class 12 contains 10054 members 
Mstep: Class 13 contains 31355 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 59902 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 31119 members 
Mstep: Class 22 contains 12557 members 
Mstep: Class 23 contains 24361 members 
Mstep: Class 24 contains 17631 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58087 members 
Mstep: Class 27 contains 3948 members 
Mstep: Class 28 contains 3748 members 
Mstep: Class 29 contains 69203 members 
Mstep: Class 30 contains 9941 members 
Mstep: Class 31 contains 92767 members 
Mstep: Class 32 contains 12818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110875856.000000 Penalty: 65801.953125
Iteration 71Q: 33 clusters Score -1.108759e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 17228 members 
Mstep: Class 3 contains 11079 members 
Mstep: Class 4 contains 159893 members 
Mstep: Class 5 contains 103879 members 
Mstep: Class 6 contains 33638 members 
Mstep: Class 7 contains 12260 members 
Mstep: Class 8 contains 16634 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31566 members 
Mstep: Class 11 contains 23105 members 
Mstep: Class 12 contains 10037 members 
Mstep: Class 13 contains 31369 members 
Mstep: Class 14 contains 8850 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 59902 members 
Mstep: Class 18 contains 25244 members 
Mstep: Class 19 contains 34021 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 31115 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 24379 members 
Mstep: Class 24 contains 17516 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58068 members 
Mstep: Class 27 contains 3957 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 69192 members 
Mstep: Class 30 contains 9947 members 
Mstep: Class 31 contains 92541 members 
Mstep: Class 32 contains 12788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110876904.000000 Penalty: 65801.953125
Iteration 72Q: 33 clusters Score -1.108769e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 17368 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 159862 members 
Mstep: Class 5 contains 103854 members 
Mstep: Class 6 contains 33698 members 
Mstep: Class 7 contains 12496 members 
Mstep: Class 8 contains 16570 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31613 members 
Mstep: Class 11 contains 22619 members 
Mstep: Class 12 contains 10040 members 
Mstep: Class 13 contains 31380 members 
Mstep: Class 14 contains 9231 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 17 contains 59904 members 
Mstep: Class 18 contains 25172 members 
Mstep: Class 19 contains 34026 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 31113 members 
Mstep: Class 22 contains 12569 members 
Mstep: Class 23 contains 24401 members 
Mstep: Class 24 contains 17385 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58105 members 
Mstep: Class 27 contains 3955 members 
Mstep: Class 28 contains 3757 members 
Mstep: Class 29 contains 69181 members 
Mstep: Class 30 contains 9951 members 
Mstep: Class 31 contains 92320 members 
Mstep: Class 32 contains 12771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110878008.000000 Penalty: 65801.953125
Iteration 73Q: 33 clusters Score -1.10878e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 17516 members 
Mstep: Class 3 contains 11094 members 
Mstep: Class 4 contains 159831 members 
Mstep: Class 5 contains 103817 members 
Mstep: Class 6 contains 33760 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31663 members 
Mstep: Class 11 contains 22201 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 31386 members 
Mstep: Class 14 contains 9557 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 17 contains 59902 members 
Mstep: Class 18 contains 25107 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 31111 members 
Mstep: Class 22 contains 12549 members 
Mstep: Class 23 contains 24424 members 
Mstep: Class 24 contains 17246 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58162 members 
Mstep: Class 27 contains 3958 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 69171 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 92101 members 
Mstep: Class 32 contains 12735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110878824.000000 Penalty: 65801.953125
Iteration 74Q: 33 clusters Score -1.108788e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 17672 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 159788 members 
Mstep: Class 5 contains 103779 members 
Mstep: Class 6 contains 33803 members 
Mstep: Class 7 contains 13021 members 
Mstep: Class 8 contains 16394 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 21780 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 31393 members 
Mstep: Class 14 contains 9855 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 25041 members 
Mstep: Class 19 contains 34037 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 31114 members 
Mstep: Class 22 contains 12547 members 
Mstep: Class 23 contains 24449 members 
Mstep: Class 24 contains 17150 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58245 members 
Mstep: Class 27 contains 3964 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 69162 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 91865 members 
Mstep: Class 32 contains 12716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110879800.000000 Penalty: 65801.953125
Iteration 75Q: 33 clusters Score -1.108798e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 159714 members 
Mstep: Class 5 contains 103740 members 
Mstep: Class 6 contains 33829 members 
Mstep: Class 7 contains 13259 members 
Mstep: Class 8 contains 16310 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31776 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 31400 members 
Mstep: Class 14 contains 10128 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 59907 members 
Mstep: Class 18 contains 24979 members 
Mstep: Class 19 contains 34038 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 31117 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 24474 members 
Mstep: Class 24 contains 17068 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58333 members 
Mstep: Class 27 contains 3963 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 69154 members 
Mstep: Class 30 contains 9956 members 
Mstep: Class 31 contains 91638 members 
Mstep: Class 32 contains 12698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110881160.000000 Penalty: 65801.953125
Iteration 76Q: 33 clusters Score -1.108812e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 18002 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 159624 members 
Mstep: Class 5 contains 103710 members 
Mstep: Class 6 contains 33833 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 16221 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31834 members 
Mstep: Class 11 contains 21039 members 
Mstep: Class 12 contains 10076 members 
Mstep: Class 13 contains 31406 members 
Mstep: Class 14 contains 10328 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 59903 members 
Mstep: Class 18 contains 24912 members 
Mstep: Class 19 contains 34036 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 31117 members 
Mstep: Class 22 contains 12559 members 
Mstep: Class 23 contains 24498 members 
Mstep: Class 24 contains 17011 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58473 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 69149 members 
Mstep: Class 30 contains 9956 members 
Mstep: Class 31 contains 91473 members 
Mstep: Class 32 contains 12669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110882032.000000 Penalty: 65801.953125
Iteration 77Q: 33 clusters Score -1.10882e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 18162 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 159529 members 
Mstep: Class 5 contains 103682 members 
Mstep: Class 6 contains 33841 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31886 members 
Mstep: Class 11 contains 20694 members 
Mstep: Class 12 contains 10086 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 10495 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 59903 members 
Mstep: Class 18 contains 24840 members 
Mstep: Class 19 contains 34045 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 31120 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 24524 members 
Mstep: Class 24 contains 17015 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58645 members 
Mstep: Class 27 contains 3969 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69144 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91300 members 
Mstep: Class 32 contains 12636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110882800.000000 Penalty: 65801.953125
Iteration 78Q: 33 clusters Score -1.108828e+08 nChanged 2200
Entering ConstructFrom: 
Score: -110882800.000000 Penalty: 65801.953125
Entering ConstructFrom: 
Trying to split cluster 1 (81002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Entering Unmasked Estep 
Score: -9113376.000000 Penalty: 1681.771729
	Iteration 0F: 2 clusters Score -9113376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -9060753.000000 Penalty: 3363.543457
	Iteration 0F: 3 clusters Score -9060753 nChanged 38067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -9083141.000000 Penalty: 3363.543457
	Iteration 1F: 3 clusters Score -9083141 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -9084257.000000 Penalty: 3363.543457
	Iteration 2Q: 3 clusters Score -9084257 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -9085488.000000 Penalty: 3363.543457
	Iteration 3Q: 3 clusters Score -9085488 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -9086958.000000 Penalty: 3363.543457
	Iteration 4Q: 3 clusters Score -9086958 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -9088748.000000 Penalty: 3363.543457
	Iteration 5Q: 3 clusters Score -9088748 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -9090834.000000 Penalty: 3363.543457
	Iteration 6F: 3 clusters Score -9090834 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9093521.000000 Penalty: 3363.543457
	Iteration 7F: 3 clusters Score -9093521 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -9096406.000000 Penalty: 3363.543457
	Iteration 8F: 3 clusters Score -9096406 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -9099365.000000 Penalty: 3363.543457
	Iteration 9F: 3 clusters Score -9099365 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -9101479.000000 Penalty: 3363.543457
	Iteration 10Q: 3 clusters Score -9101479 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -9102705.000000 Penalty: 3363.543457
	Iteration 11Q: 3 clusters Score -9102705 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9103332.000000 Penalty: 3363.543457
	Iteration 12Q: 3 clusters Score -9103332 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -9103781.000000 Penalty: 3363.543457
	Iteration 13Q: 3 clusters Score -9103781 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -9104118.000000 Penalty: 3363.543457
	Iteration 14Q: 3 clusters Score -9104118 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -9104498.000000 Penalty: 3363.543457
	Iteration 15Q: 3 clusters Score -9104498 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -9104851.000000 Penalty: 3363.543457
	Iteration 16Q: 3 clusters Score -9104851 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -9105328.000000 Penalty: 3363.543457
	Iteration 17Q: 3 clusters Score -9105328 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -9105795.000000 Penalty: 3363.543457
	Iteration 18Q: 3 clusters Score -9105795 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -9106291.000000 Penalty: 3363.543457
	Iteration 19Q: 3 clusters Score -9106291 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -9106795.000000 Penalty: 3363.543457
	Iteration 20F: 3 clusters Score -9106795 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -9107316.000000 Penalty: 3363.543457
	Iteration 21Q: 3 clusters Score -9107316 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -9107822.000000 Penalty: 3363.543457
	Iteration 22Q: 3 clusters Score -9107822 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -9108320.000000 Penalty: 3363.543457
	Iteration 23Q: 3 clusters Score -9108320 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -9108852.000000 Penalty: 3363.543457
	Iteration 24Q: 3 clusters Score -9108852 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -9109229.000000 Penalty: 3363.543457
	Iteration 25Q: 3 clusters Score -9109229 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -9109622.000000 Penalty: 3363.543457
	Iteration 26Q: 3 clusters Score -9109622 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -9109861.000000 Penalty: 3363.543457
	Iteration 27Q: 3 clusters Score -9109861 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -9110079.000000 Penalty: 3363.543457
	Iteration 28Q: 3 clusters Score -9110079 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -9110234.000000 Penalty: 3363.543457
	Iteration 29Q: 3 clusters Score -9110234 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -9110360.000000 Penalty: 3363.543457
	Iteration 30Q: 3 clusters Score -9110360 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -9110481.000000 Penalty: 3363.543457
	Iteration 31Q: 3 clusters Score -9110481 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -9110592.000000 Penalty: 3363.543457
	Iteration 32Q: 3 clusters Score -9110592 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -9110704.000000 Penalty: 3363.543457
	Iteration 33Q: 3 clusters Score -9110704 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -9110797.000000 Penalty: 3363.543457
	Iteration 34Q: 3 clusters Score -9110797 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -9110860.000000 Penalty: 3363.543457
	Iteration 35Q: 3 clusters Score -9110860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -9110954.000000 Penalty: 3363.543457
	Iteration 36Q: 3 clusters Score -9110954 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -9111024.000000 Penalty: 3363.543457
	Iteration 37Q: 3 clusters Score -9111024 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -9111034.000000 Penalty: 3363.543457
	Iteration 38Q: 3 clusters Score -9111034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -9111097.000000 Penalty: 3363.543457
	Iteration 39Q: 3 clusters Score -9111097 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -9111122.000000 Penalty: 3363.543457
	Iteration 40F: 3 clusters Score -9111122 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -9111166.000000 Penalty: 3363.543457
	Iteration 41Q: 3 clusters Score -9111166 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -9111220.000000 Penalty: 3363.543457
	Iteration 42Q: 3 clusters Score -9111220 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -9111314.000000 Penalty: 3363.543457
	Iteration 43Q: 3 clusters Score -9111314 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -9111362.000000 Penalty: 3363.543457
	Iteration 44Q: 3 clusters Score -9111362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -9111428.000000 Penalty: 3363.543457
	Iteration 45Q: 3 clusters Score -9111428 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -9111465.000000 Penalty: 3363.543457
	Iteration 46Q: 3 clusters Score -9111465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -9111529.000000 Penalty: 3363.543457
	Iteration 47Q: 3 clusters Score -9111529 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -9111566.000000 Penalty: 3363.543457
	Iteration 48Q: 3 clusters Score -9111566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -9111624.000000 Penalty: 3363.543457
	Iteration 49Q: 3 clusters Score -9111624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -9111699.000000 Penalty: 3363.543457
	Iteration 50Q: 3 clusters Score -9111699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -9111739.000000 Penalty: 3363.543457
	Iteration 51Q: 3 clusters Score -9111739 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -9111796.000000 Penalty: 3363.543457
	Iteration 52Q: 3 clusters Score -9111796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -9111857.000000 Penalty: 3363.543457
	Iteration 53Q: 3 clusters Score -9111857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9111873.000000 Penalty: 3363.543457
	Iteration 54Q: 3 clusters Score -9111873 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -9111907.000000 Penalty: 3363.543457
	Iteration 55Q: 3 clusters Score -9111907 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -9111946.000000 Penalty: 3363.543457
	Iteration 56Q: 3 clusters Score -9111946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -9111977.000000 Penalty: 3363.543457
	Iteration 57Q: 3 clusters Score -9111977 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -9112018.000000 Penalty: 3363.543457
	Iteration 58Q: 3 clusters Score -9112018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -9112039.000000 Penalty: 3363.543457
	Iteration 59Q: 3 clusters Score -9112039 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -9112040.000000 Penalty: 3363.543457
	Iteration 60F: 3 clusters Score -9112040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9112056.000000 Penalty: 3363.543457
	Iteration 61Q: 3 clusters Score -9112056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -9112079.000000 Penalty: 3363.543457
	Iteration 62Q: 3 clusters Score -9112079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -9112091.000000 Penalty: 3363.543457
	Iteration 63Q: 3 clusters Score -9112091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -9112093.000000 Penalty: 3363.543457
	Iteration 64Q: 3 clusters Score -9112093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -9112111.000000 Penalty: 3363.543457
	Iteration 65Q: 3 clusters Score -9112111 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9112126.000000 Penalty: 3363.543457
	Iteration 66Q: 3 clusters Score -9112126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -9112129.000000 Penalty: 3363.543457
	Iteration 67Q: 3 clusters Score -9112129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -9112123.000000 Penalty: 3363.543457
	Iteration 68Q: 3 clusters Score -9112123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -9112159.000000 Penalty: 3363.543457
	Iteration 69Q: 3 clusters Score -9112159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -9112166.000000 Penalty: 3363.543457
	Iteration 70Q: 3 clusters Score -9112166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -9112189.000000 Penalty: 3363.543457
	Iteration 71Q: 3 clusters Score -9112189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -9112185.000000 Penalty: 3363.543457
	Iteration 72Q: 3 clusters Score -9112185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -9112179.000000 Penalty: 3363.543457
	Iteration 73Q: 3 clusters Score -9112179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9112177.000000 Penalty: 3363.543457
	Iteration 74Q: 3 clusters Score -9112177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -9112174.000000 Penalty: 3363.543457
	Iteration 75Q: 3 clusters Score -9112174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -9112198.000000 Penalty: 3363.543457
	Iteration 76Q: 3 clusters Score -9112198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -9112197.000000 Penalty: 3363.543457
	Iteration 77Q: 3 clusters Score -9112197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -9112202.000000 Penalty: 3363.543457
	Iteration 78Q: 3 clusters Score -9112202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -9112199.000000 Penalty: 3363.543457
	Iteration 79Q: 3 clusters Score -9112199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9112210.000000 Penalty: 3363.543457
	Iteration 80F: 3 clusters Score -9112210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -9112220.000000 Penalty: 3363.543457
	Iteration 81Q: 3 clusters Score -9112220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -9112211.000000 Penalty: 3363.543457
	Iteration 82Q: 3 clusters Score -9112211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -9112229.000000 Penalty: 3363.543457
	Iteration 83Q: 3 clusters Score -9112229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -9112215.000000 Penalty: 3363.543457
	Iteration 84Q: 3 clusters Score -9112215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9112206.000000 Penalty: 3363.543457
	Iteration 85Q: 3 clusters Score -9112206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -9112211.000000 Penalty: 3363.543457
	Iteration 86Q: 3 clusters Score -9112211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9112220.000000 Penalty: 3363.543457
	Iteration 87Q: 3 clusters Score -9112220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -9112215.000000 Penalty: 3363.543457
	Iteration 88Q: 3 clusters Score -9112215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -9112209.000000 Penalty: 3363.543457
	Iteration 89Q: 3 clusters Score -9112209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -9112215.000000 Penalty: 3363.543457
	Iteration 90Q: 3 clusters Score -9112215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9112215.000000 Penalty: 3363.543457
	Iteration 91Q: 3 clusters Score -9112215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -9112207.000000 Penalty: 3363.543457
	Iteration 92Q: 3 clusters Score -9112207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9112214.000000 Penalty: 3363.543457
	Iteration 93Q: 3 clusters Score -9112214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -9112225.000000 Penalty: 3363.543457
	Iteration 94Q: 3 clusters Score -9112225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9112238.000000 Penalty: 3363.543457
	Iteration 95Q: 3 clusters Score -9112238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9112233.000000 Penalty: 3363.543457
	Iteration 96Q: 3 clusters Score -9112233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -9112225.000000 Penalty: 3363.543457
	Iteration 97Q: 3 clusters Score -9112225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -9112229.000000 Penalty: 3363.543457
	Iteration 98Q: 3 clusters Score -9112229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -9112237.000000 Penalty: 3363.543457
	Iteration 99Q: 3 clusters Score -9112237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9112239.000000 Penalty: 3363.543457
	Iteration 100F: 3 clusters Score -9112239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -9112239.000000 Penalty: 3363.543457
	Iteration 101Q: 3 clusters Score -9112239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9112255.000000 Penalty: 3363.543457
	Iteration 102Q: 3 clusters Score -9112255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -9112258.000000 Penalty: 3363.543457
	Iteration 103Q: 3 clusters Score -9112258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9112254.000000 Penalty: 3363.543457
	Iteration 104Q: 3 clusters Score -9112254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9112246.000000 Penalty: 3363.543457
	Iteration 105Q: 3 clusters Score -9112246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -9112252.000000 Penalty: 3363.543457
	Iteration 106Q: 3 clusters Score -9112252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -9112249.000000 Penalty: 3363.543457
	Iteration 107Q: 3 clusters Score -9112249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9112249.000000 Penalty: 3363.543457
	Iteration 108Q: 3 clusters Score -9112249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9112249.000000 Penalty: 3363.543457
	Iteration 109Q: 3 clusters Score -9112249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -9112248.000000 Penalty: 3363.543457
	Iteration 110Q: 3 clusters Score -9112248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9112246.000000 Penalty: 3363.543457
	Iteration 111Q: 3 clusters Score -9112246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9112260.000000 Penalty: 3363.543457
	Iteration 112Q: 3 clusters Score -9112260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9112260.000000 Penalty: 3363.543457
	Iteration 113Q: 3 clusters Score -9112260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -9112263.000000 Penalty: 3363.543457
	Iteration 114Q: 3 clusters Score -9112263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -9112259.000000 Penalty: 3363.543457
	Iteration 115Q: 3 clusters Score -9112259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -9112254.000000 Penalty: 3363.543457
	Iteration 116Q: 3 clusters Score -9112254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -9112260.000000 Penalty: 3363.543457
	Iteration 117Q: 3 clusters Score -9112260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9112254.000000 Penalty: 3363.543457
	Iteration 118Q: 3 clusters Score -9112254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9112260.000000 Penalty: 3363.543457
	Iteration 119Q: 3 clusters Score -9112260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9112264.000000 Penalty: 3363.543457
	Iteration 120F: 3 clusters Score -9112264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -9112271.000000 Penalty: 3363.543457
	Iteration 121Q: 3 clusters Score -9112271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -9112272.000000 Penalty: 3363.543457
	Iteration 122Q: 3 clusters Score -9112272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -9112277.000000 Penalty: 3363.543457
	Iteration 123Q: 3 clusters Score -9112277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9112275.000000 Penalty: 3363.543457
	Iteration 124Q: 3 clusters Score -9112275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9112280.000000 Penalty: 3363.543457
	Iteration 125Q: 3 clusters Score -9112280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9112273.000000 Penalty: 3363.543457
	Iteration 126Q: 3 clusters Score -9112273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9112282.000000 Penalty: 3363.543457
	Iteration 127Q: 3 clusters Score -9112282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -9112290.000000 Penalty: 3363.543457
	Iteration 128Q: 3 clusters Score -9112290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -9112295.000000 Penalty: 3363.543457
	Iteration 129Q: 3 clusters Score -9112295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -9112290.000000 Penalty: 3363.543457
	Iteration 130Q: 3 clusters Score -9112290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -9112284.000000 Penalty: 3363.543457
	Iteration 131Q: 3 clusters Score -9112284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -9112280.000000 Penalty: 3363.543457
	Iteration 132Q: 3 clusters Score -9112280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9112278.000000 Penalty: 3363.543457
	Iteration 133Q: 3 clusters Score -9112278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -9112281.000000 Penalty: 3363.543457
	Iteration 134Q: 3 clusters Score -9112281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9112292.000000 Penalty: 3363.543457
	Iteration 135Q: 3 clusters Score -9112292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9112292.000000 Penalty: 3363.543457
	Iteration 136Q: 3 clusters Score -9112292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9112295.000000 Penalty: 3363.543457
	Iteration 137Q: 3 clusters Score -9112295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -9112297.000000 Penalty: 3363.543457
	Iteration 138Q: 3 clusters Score -9112297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -9112291.000000 Penalty: 3363.543457
	Iteration 139Q: 3 clusters Score -9112291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9112301.000000 Penalty: 3363.543457
	Iteration 140F: 3 clusters Score -9112301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9112301.000000 Penalty: 3363.543457
	Iteration 141Q: 3 clusters Score -9112301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9112300.000000 Penalty: 3363.543457
	Iteration 142Q: 3 clusters Score -9112300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -9112306.000000 Penalty: 3363.543457
	Iteration 143Q: 3 clusters Score -9112306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9112313.000000 Penalty: 3363.543457
	Iteration 144Q: 3 clusters Score -9112313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -9112318.000000 Penalty: 3363.543457
	Iteration 145Q: 3 clusters Score -9112318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -9112319.000000 Penalty: 3363.543457
	Iteration 146Q: 3 clusters Score -9112319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9112308.000000 Penalty: 3363.543457
	Iteration 147Q: 3 clusters Score -9112308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9112327.000000 Penalty: 3363.543457
	Iteration 148Q: 3 clusters Score -9112327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9112328.000000 Penalty: 3363.543457
	Iteration 149Q: 3 clusters Score -9112328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -9112340.000000 Penalty: 3363.543457
	Iteration 150Q: 3 clusters Score -9112340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9112330.000000 Penalty: 3363.543457
	Iteration 151Q: 3 clusters Score -9112330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9112332.000000 Penalty: 3363.543457
	Iteration 152Q: 3 clusters Score -9112332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -9112338.000000 Penalty: 3363.543457
	Iteration 153Q: 3 clusters Score -9112338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -9112346.000000 Penalty: 3363.543457
	Iteration 154Q: 3 clusters Score -9112346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9112341.000000 Penalty: 3363.543457
	Iteration 155Q: 3 clusters Score -9112341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -9112348.000000 Penalty: 3363.543457
	Iteration 156Q: 3 clusters Score -9112348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9112347.000000 Penalty: 3363.543457
	Iteration 157Q: 3 clusters Score -9112347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9112351.000000 Penalty: 3363.543457
	Iteration 158Q: 3 clusters Score -9112351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -9112346.000000 Penalty: 3363.543457
	Iteration 159Q: 3 clusters Score -9112346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -9112347.000000 Penalty: 3363.543457
	Iteration 160F: 3 clusters Score -9112347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9112346.000000 Penalty: 3363.543457
	Iteration 161Q: 3 clusters Score -9112346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9112346.000000 Penalty: 3363.543457
	Iteration 162F: 3 clusters Score -9112346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Entering Unmasked Estep 
Score: -1994110.625000 Penalty: 1460.420898
	Iteration 0F: 2 clusters Score -1994111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1982262.000000 Penalty: 2920.841797
	Iteration 0F: 3 clusters Score -1982262 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1986602.625000 Penalty: 2920.841797
	Iteration 1F: 3 clusters Score -1986603 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1987065.250000 Penalty: 2920.841797
	Iteration 2F: 3 clusters Score -1987065 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1987532.625000 Penalty: 2920.841797
	Iteration 3F: 3 clusters Score -1987533 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1987953.500000 Penalty: 2920.841797
	Iteration 4Q: 3 clusters Score -1987954 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1988439.500000 Penalty: 2920.841797
	Iteration 5F: 3 clusters Score -1988440 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1989048.375000 Penalty: 2920.841797
	Iteration 6F: 3 clusters Score -1989048 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1989749.250000 Penalty: 2920.841797
	Iteration 7F: 3 clusters Score -1989749 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1990375.500000 Penalty: 2920.841797
	Iteration 8Q: 3 clusters Score -1990376 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1990872.625000 Penalty: 2920.841797
	Iteration 9Q: 3 clusters Score -1990873 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1991268.125000 Penalty: 2920.841797
	Iteration 10Q: 3 clusters Score -1991268 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1991568.625000 Penalty: 2920.841797
	Iteration 11Q: 3 clusters Score -1991569 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1991775.750000 Penalty: 2920.841797
	Iteration 12Q: 3 clusters Score -1991776 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1991924.125000 Penalty: 2920.841797
	Iteration 13Q: 3 clusters Score -1991924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1992047.125000 Penalty: 2920.841797
	Iteration 14Q: 3 clusters Score -1992047 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1992149.875000 Penalty: 2920.841797
	Iteration 15Q: 3 clusters Score -1992150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1992235.750000 Penalty: 2920.841797
	Iteration 16Q: 3 clusters Score -1992236 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1992307.500000 Penalty: 2920.841797
	Iteration 17Q: 3 clusters Score -1992308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1992376.250000 Penalty: 2920.841797
	Iteration 18Q: 3 clusters Score -1992376 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1992429.500000 Penalty: 2920.841797
	Iteration 19Q: 3 clusters Score -1992430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1992479.625000 Penalty: 2920.841797
	Iteration 20F: 3 clusters Score -1992480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1992522.750000 Penalty: 2920.841797
	Iteration 21Q: 3 clusters Score -1992523 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1992564.750000 Penalty: 2920.841797
	Iteration 22Q: 3 clusters Score -1992565 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1992609.375000 Penalty: 2920.841797
	Iteration 23Q: 3 clusters Score -1992609 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1992653.375000 Penalty: 2920.841797
	Iteration 24Q: 3 clusters Score -1992653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1992700.750000 Penalty: 2920.841797
	Iteration 25Q: 3 clusters Score -1992701 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1992750.375000 Penalty: 2920.841797
	Iteration 26Q: 3 clusters Score -1992750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1992804.375000 Penalty: 2920.841797
	Iteration 27Q: 3 clusters Score -1992804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1992848.375000 Penalty: 2920.841797
	Iteration 28Q: 3 clusters Score -1992848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1992888.250000 Penalty: 2920.841797
	Iteration 29Q: 3 clusters Score -1992888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1992919.125000 Penalty: 2920.841797
	Iteration 30Q: 3 clusters Score -1992919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1992956.125000 Penalty: 2920.841797
	Iteration 31Q: 3 clusters Score -1992956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1992983.125000 Penalty: 2920.841797
	Iteration 32Q: 3 clusters Score -1992983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1993018.250000 Penalty: 2920.841797
	Iteration 33Q: 3 clusters Score -1993018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1993036.125000 Penalty: 2920.841797
	Iteration 34Q: 3 clusters Score -1993036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1993056.125000 Penalty: 2920.841797
	Iteration 35Q: 3 clusters Score -1993056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1993075.375000 Penalty: 2920.841797
	Iteration 36Q: 3 clusters Score -1993075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1993086.625000 Penalty: 2920.841797
	Iteration 37Q: 3 clusters Score -1993087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1993099.500000 Penalty: 2920.841797
	Iteration 38Q: 3 clusters Score -1993100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1993113.500000 Penalty: 2920.841797
	Iteration 39Q: 3 clusters Score -1993114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1993132.375000 Penalty: 2920.841797
	Iteration 40F: 3 clusters Score -1993132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1993150.000000 Penalty: 2920.841797
	Iteration 41Q: 3 clusters Score -1993150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1993160.375000 Penalty: 2920.841797
	Iteration 42Q: 3 clusters Score -1993160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1993170.875000 Penalty: 2920.841797
	Iteration 43Q: 3 clusters Score -1993171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1993173.625000 Penalty: 2920.841797
	Iteration 44Q: 3 clusters Score -1993174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1993179.875000 Penalty: 2920.841797
	Iteration 45Q: 3 clusters Score -1993180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1993192.750000 Penalty: 2920.841797
	Iteration 46Q: 3 clusters Score -1993193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1993195.500000 Penalty: 2920.841797
	Iteration 47Q: 3 clusters Score -1993196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1993196.875000 Penalty: 2920.841797
	Iteration 48Q: 3 clusters Score -1993197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1993199.125000 Penalty: 2920.841797
	Iteration 49Q: 3 clusters Score -1993199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1993198.625000 Penalty: 2920.841797
	Iteration 50Q: 3 clusters Score -1993199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1993199.000000 Penalty: 2920.841797
	Iteration 51Q: 3 clusters Score -1993199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1993202.875000 Penalty: 2920.841797
	Iteration 52Q: 3 clusters Score -1993203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1993207.250000 Penalty: 2920.841797
	Iteration 53Q: 3 clusters Score -1993207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1993209.250000 Penalty: 2920.841797
	Iteration 54Q: 3 clusters Score -1993209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1993207.500000 Penalty: 2920.841797
	Iteration 55Q: 3 clusters Score -1993208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1993206.625000 Penalty: 2920.841797
	Iteration 56Q: 3 clusters Score -1993207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1993207.500000 Penalty: 2920.841797
	Iteration 57Q: 3 clusters Score -1993208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1993214.000000 Penalty: 2920.841797
	Iteration 58Q: 3 clusters Score -1993214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1993214.000000 Penalty: 2920.841797
	Iteration 59Q: 3 clusters Score -1993214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1993219.000000 Penalty: 2920.841797
	Iteration 60F: 3 clusters Score -1993219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1993220.875000 Penalty: 2920.841797
	Iteration 61Q: 3 clusters Score -1993221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1993223.125000 Penalty: 2920.841797
	Iteration 62Q: 3 clusters Score -1993223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1993223.625000 Penalty: 2920.841797
	Iteration 63Q: 3 clusters Score -1993224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1993227.125000 Penalty: 2920.841797
	Iteration 64Q: 3 clusters Score -1993227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1993231.625000 Penalty: 2920.841797
	Iteration 65Q: 3 clusters Score -1993232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1993235.500000 Penalty: 2920.841797
	Iteration 66Q: 3 clusters Score -1993236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1993236.000000 Penalty: 2920.841797
	Iteration 67Q: 3 clusters Score -1993236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1993234.875000 Penalty: 2920.841797
	Iteration 68Q: 3 clusters Score -1993235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1993234.625000 Penalty: 2920.841797
	Iteration 69Q: 3 clusters Score -1993235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1993235.125000 Penalty: 2920.841797
	Iteration 70Q: 3 clusters Score -1993235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1993236.750000 Penalty: 2920.841797
	Iteration 71Q: 3 clusters Score -1993237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1993238.125000 Penalty: 2920.841797
	Iteration 72Q: 3 clusters Score -1993238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1993236.875000 Penalty: 2920.841797
	Iteration 73Q: 3 clusters Score -1993237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1993234.625000 Penalty: 2920.841797
	Iteration 74Q: 3 clusters Score -1993235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1993234.500000 Penalty: 2920.841797
	Iteration 75Q: 3 clusters Score -1993234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1993234.500000 Penalty: 2920.841797
	Iteration 76F: 3 clusters Score -1993234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Entering Unmasked Estep 
Score: -1199887.625000 Penalty: 1386.362183
	Iteration 0F: 2 clusters Score -1199888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1192383.375000 Penalty: 2772.724365
	Iteration 0F: 3 clusters Score -1192383 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1194875.750000 Penalty: 2772.724365
	Iteration 1F: 3 clusters Score -1194876 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1195204.625000 Penalty: 2772.724365
	Iteration 2F: 3 clusters Score -1195205 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1195494.750000 Penalty: 2772.724365
	Iteration 3F: 3 clusters Score -1195495 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1195772.000000 Penalty: 2772.724365
	Iteration 4Q: 3 clusters Score -1195772 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1196054.875000 Penalty: 2772.724365
	Iteration 5Q: 3 clusters Score -1196055 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1196411.000000 Penalty: 2772.724365
	Iteration 6F: 3 clusters Score -1196411 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1196791.625000 Penalty: 2772.724365
	Iteration 7F: 3 clusters Score -1196792 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1197176.000000 Penalty: 2772.724365
	Iteration 8Q: 3 clusters Score -1197176 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1197529.750000 Penalty: 2772.724365
	Iteration 9Q: 3 clusters Score -1197530 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1197828.000000 Penalty: 2772.724365
	Iteration 10Q: 3 clusters Score -1197828 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1198052.000000 Penalty: 2772.724365
	Iteration 11Q: 3 clusters Score -1198052 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1198229.000000 Penalty: 2772.724365
	Iteration 12Q: 3 clusters Score -1198229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1198383.125000 Penalty: 2772.724365
	Iteration 13Q: 3 clusters Score -1198383 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1198507.125000 Penalty: 2772.724365
	Iteration 14Q: 3 clusters Score -1198507 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1198594.000000 Penalty: 2772.724365
	Iteration 15Q: 3 clusters Score -1198594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1198652.750000 Penalty: 2772.724365
	Iteration 16Q: 3 clusters Score -1198653 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1198709.125000 Penalty: 2772.724365
	Iteration 17Q: 3 clusters Score -1198709 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1198760.375000 Penalty: 2772.724365
	Iteration 18Q: 3 clusters Score -1198760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1198797.125000 Penalty: 2772.724365
	Iteration 19Q: 3 clusters Score -1198797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1198834.625000 Penalty: 2772.724365
	Iteration 20F: 3 clusters Score -1198835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1198871.750000 Penalty: 2772.724365
	Iteration 21Q: 3 clusters Score -1198872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1198903.875000 Penalty: 2772.724365
	Iteration 22Q: 3 clusters Score -1198904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1198928.500000 Penalty: 2772.724365
	Iteration 23Q: 3 clusters Score -1198928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1198951.250000 Penalty: 2772.724365
	Iteration 24Q: 3 clusters Score -1198951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1198978.875000 Penalty: 2772.724365
	Iteration 25Q: 3 clusters Score -1198979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1198989.000000 Penalty: 2772.724365
	Iteration 26Q: 3 clusters Score -1198989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1198998.125000 Penalty: 2772.724365
	Iteration 27Q: 3 clusters Score -1198998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1199007.875000 Penalty: 2772.724365
	Iteration 28Q: 3 clusters Score -1199008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1199013.125000 Penalty: 2772.724365
	Iteration 29Q: 3 clusters Score -1199013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1199018.750000 Penalty: 2772.724365
	Iteration 30Q: 3 clusters Score -1199019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1199021.750000 Penalty: 2772.724365
	Iteration 31Q: 3 clusters Score -1199022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1199032.875000 Penalty: 2772.724365
	Iteration 32Q: 3 clusters Score -1199033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1199039.875000 Penalty: 2772.724365
	Iteration 33Q: 3 clusters Score -1199040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1199040.625000 Penalty: 2772.724365
	Iteration 34Q: 3 clusters Score -1199041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1199044.000000 Penalty: 2772.724365
	Iteration 35Q: 3 clusters Score -1199044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1199044.625000 Penalty: 2772.724365
	Iteration 36Q: 3 clusters Score -1199045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1199046.125000 Penalty: 2772.724365
	Iteration 37Q: 3 clusters Score -1199046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1199047.625000 Penalty: 2772.724365
	Iteration 38Q: 3 clusters Score -1199048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1199049.625000 Penalty: 2772.724365
	Iteration 39Q: 3 clusters Score -1199050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1199050.250000 Penalty: 2772.724365
	Iteration 40F: 3 clusters Score -1199050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1199050.000000 Penalty: 2772.724365
	Iteration 41Q: 3 clusters Score -1199050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1199049.625000 Penalty: 2772.724365
	Iteration 42Q: 3 clusters Score -1199050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1199049.625000 Penalty: 2772.724365
	Iteration 43F: 3 clusters Score -1199050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Entering Unmasked Estep 
Score: -18375686.000000 Penalty: 1782.532593
	Iteration 0F: 2 clusters Score -1.837569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -18291440.000000 Penalty: 3565.065186
	Iteration 0F: 3 clusters Score -1.829144e+07 nChanged 76360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -18336628.000000 Penalty: 3565.065186
	Iteration 1F: 3 clusters Score -1.833663e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -18338720.000000 Penalty: 3565.065186
	Iteration 2Q: 3 clusters Score -1.833872e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -18342310.000000 Penalty: 3565.065186
	Iteration 3Q: 3 clusters Score -1.834231e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -18348054.000000 Penalty: 3565.065186
	Iteration 4F: 3 clusters Score -1.834805e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -18355622.000000 Penalty: 3565.065186
	Iteration 5F: 3 clusters Score -1.835562e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -18364468.000000 Penalty: 3565.065186
	Iteration 6F: 3 clusters Score -1.836447e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -18374912.000000 Penalty: 3565.065186
	Iteration 7F: 3 clusters Score -1.837491e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -18385080.000000 Penalty: 3565.065186
	Iteration 8F: 3 clusters Score -1.838508e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -18393034.000000 Penalty: 3565.065186
	Iteration 9F: 3 clusters Score -1.839303e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -18398152.000000 Penalty: 3565.065186
	Iteration 10Q: 3 clusters Score -1.839815e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -18401250.000000 Penalty: 3565.065186
	Iteration 11Q: 3 clusters Score -1.840125e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -18403434.000000 Penalty: 3565.065186
	Iteration 12Q: 3 clusters Score -1.840343e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -18404608.000000 Penalty: 3565.065186
	Iteration 13Q: 3 clusters Score -1.840461e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -18405196.000000 Penalty: 3565.065186
	Iteration 14Q: 3 clusters Score -1.84052e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -18405542.000000 Penalty: 3565.065186
	Iteration 15Q: 3 clusters Score -1.840554e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -18405772.000000 Penalty: 3565.065186
	Iteration 16Q: 3 clusters Score -1.840577e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -18405882.000000 Penalty: 3565.065186
	Iteration 17Q: 3 clusters Score -1.840588e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -18405932.000000 Penalty: 3565.065186
	Iteration 18Q: 3 clusters Score -1.840593e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -18405890.000000 Penalty: 3565.065186
	Iteration 19Q: 3 clusters Score -1.840589e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -18405854.000000 Penalty: 3565.065186
	Iteration 20F: 3 clusters Score -1.840585e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -18405852.000000 Penalty: 3565.065186
	Iteration 21Q: 3 clusters Score -1.840585e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -18405886.000000 Penalty: 3565.065186
	Iteration 22Q: 3 clusters Score -1.840589e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -18405832.000000 Penalty: 3565.065186
	Iteration 23Q: 3 clusters Score -1.840583e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -18405806.000000 Penalty: 3565.065186
	Iteration 24Q: 3 clusters Score -1.840581e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -18405776.000000 Penalty: 3565.065186
	Iteration 25Q: 3 clusters Score -1.840578e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -18405750.000000 Penalty: 3565.065186
	Iteration 26Q: 3 clusters Score -1.840575e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -18405706.000000 Penalty: 3565.065186
	Iteration 27Q: 3 clusters Score -1.840571e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -18405698.000000 Penalty: 3565.065186
	Iteration 28Q: 3 clusters Score -1.84057e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -18405664.000000 Penalty: 3565.065186
	Iteration 29Q: 3 clusters Score -1.840566e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 100191 members 
Entering Unmasked Estep 
Score: -18405654.000000 Penalty: 3565.065186
	Iteration 30Q: 3 clusters Score -1.840565e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -18405654.000000 Penalty: 3565.065186
	Iteration 31Q: 3 clusters Score -1.840565e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -18405652.000000 Penalty: 3565.065186
	Iteration 32Q: 3 clusters Score -1.840565e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -18405612.000000 Penalty: 3565.065186
	Iteration 33Q: 3 clusters Score -1.840561e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -18405588.000000 Penalty: 3565.065186
	Iteration 34Q: 3 clusters Score -1.840559e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -18405498.000000 Penalty: 3565.065186
	Iteration 35Q: 3 clusters Score -1.84055e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 101378 members 
Entering Unmasked Estep 
Score: -18405534.000000 Penalty: 3565.065186
	Iteration 36Q: 3 clusters Score -1.840553e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -18405546.000000 Penalty: 3565.065186
	Iteration 37Q: 3 clusters Score -1.840555e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -18405530.000000 Penalty: 3565.065186
	Iteration 38Q: 3 clusters Score -1.840553e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -18405524.000000 Penalty: 3565.065186
	Iteration 39Q: 3 clusters Score -1.840552e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -18405548.000000 Penalty: 3565.065186
	Iteration 40F: 3 clusters Score -1.840555e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -18405534.000000 Penalty: 3565.065186
	Iteration 41Q: 3 clusters Score -1.840553e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -18405488.000000 Penalty: 3565.065186
	Iteration 42Q: 3 clusters Score -1.840549e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -18405456.000000 Penalty: 3565.065186
	Iteration 43Q: 3 clusters Score -1.840546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -18405434.000000 Penalty: 3565.065186
	Iteration 44Q: 3 clusters Score -1.840543e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -18405406.000000 Penalty: 3565.065186
	Iteration 45Q: 3 clusters Score -1.840541e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -18405420.000000 Penalty: 3565.065186
	Iteration 46Q: 3 clusters Score -1.840542e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -18405362.000000 Penalty: 3565.065186
	Iteration 47Q: 3 clusters Score -1.840536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -18405348.000000 Penalty: 3565.065186
	Iteration 48Q: 3 clusters Score -1.840535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 102493 members 
Entering Unmasked Estep 
Score: -18405330.000000 Penalty: 3565.065186
	Iteration 49Q: 3 clusters Score -1.840533e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 102549 members 
Entering Unmasked Estep 
Score: -18405326.000000 Penalty: 3565.065186
	Iteration 50Q: 3 clusters Score -1.840533e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -18405296.000000 Penalty: 3565.065186
	Iteration 51Q: 3 clusters Score -1.84053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -18405296.000000 Penalty: 3565.065186
	Iteration 52Q: 3 clusters Score -1.84053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -18405252.000000 Penalty: 3565.065186
	Iteration 53Q: 3 clusters Score -1.840525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -18405266.000000 Penalty: 3565.065186
	Iteration 54Q: 3 clusters Score -1.840527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -18405252.000000 Penalty: 3565.065186
	Iteration 55Q: 3 clusters Score -1.840525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -18405260.000000 Penalty: 3565.065186
	Iteration 56Q: 3 clusters Score -1.840526e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -18405254.000000 Penalty: 3565.065186
	Iteration 57Q: 3 clusters Score -1.840525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -18405256.000000 Penalty: 3565.065186
	Iteration 58Q: 3 clusters Score -1.840526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -18405244.000000 Penalty: 3565.065186
	Iteration 59Q: 3 clusters Score -1.840524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -18405230.000000 Penalty: 3565.065186
	Iteration 60F: 3 clusters Score -1.840523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -18405226.000000 Penalty: 3565.065186
	Iteration 61Q: 3 clusters Score -1.840523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -18405232.000000 Penalty: 3565.065186
	Iteration 62Q: 3 clusters Score -1.840523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -18405224.000000 Penalty: 3565.065186
	Iteration 63Q: 3 clusters Score -1.840522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -18405234.000000 Penalty: 3565.065186
	Iteration 64Q: 3 clusters Score -1.840523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -18405246.000000 Penalty: 3565.065186
	Iteration 65Q: 3 clusters Score -1.840525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -18405234.000000 Penalty: 3565.065186
	Iteration 66Q: 3 clusters Score -1.840523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -18405236.000000 Penalty: 3565.065186
	Iteration 67Q: 3 clusters Score -1.840524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -18405236.000000 Penalty: 3565.065186
	Iteration 68F: 3 clusters Score -1.840524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 103655 members 
Mstep: Class 6 contains 33864 members 
Mstep: Class 7 contains 13838 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Entering Unmasked Estep 
Score: -110913832.000000 Penalty: 67858.273438
Splitting cluster 4 changes total score from -110882800.000000 to -110913832.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (103655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Entering Unmasked Estep 
Score: -12047953.000000 Penalty: 1718.464966
	Iteration 0F: 2 clusters Score -1.204795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -11983568.000000 Penalty: 3436.929932
	Iteration 0F: 3 clusters Score -1.198357e+07 nChanged 49175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -12012747.000000 Penalty: 3436.929932
	Iteration 1F: 3 clusters Score -1.201275e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -12015986.000000 Penalty: 3436.929932
	Iteration 2Q: 3 clusters Score -1.201599e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -12024811.000000 Penalty: 3436.929932
	Iteration 3F: 3 clusters Score -1.202481e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -12039403.000000 Penalty: 3436.929932
	Iteration 4F: 3 clusters Score -1.20394e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -12052740.000000 Penalty: 3436.929932
	Iteration 5F: 3 clusters Score -1.205274e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -12063866.000000 Penalty: 3436.929932
	Iteration 6F: 3 clusters Score -1.206387e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -12072564.000000 Penalty: 3436.929932
	Iteration 7F: 3 clusters Score -1.207256e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -12078946.000000 Penalty: 3436.929932
	Iteration 8Q: 3 clusters Score -1.207895e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -12083331.000000 Penalty: 3436.929932
	Iteration 9Q: 3 clusters Score -1.208333e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -12085231.000000 Penalty: 3436.929932
	Iteration 10Q: 3 clusters Score -1.208523e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -12085468.000000 Penalty: 3436.929932
	Iteration 11Q: 3 clusters Score -1.208547e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -12085507.000000 Penalty: 3436.929932
	Iteration 12Q: 3 clusters Score -1.208551e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -12085505.000000 Penalty: 3436.929932
	Iteration 13Q: 3 clusters Score -1.20855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -12085515.000000 Penalty: 3436.929932
	Iteration 14Q: 3 clusters Score -1.208552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -12085511.000000 Penalty: 3436.929932
	Iteration 15Q: 3 clusters Score -1.208551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -12085507.000000 Penalty: 3436.929932
	Iteration 16Q: 3 clusters Score -1.208551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -12085507.000000 Penalty: 3436.929932
	Iteration 17F: 3 clusters Score -1.208551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 33864 members 
Mstep: Class 7 contains 13838 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Entering Unmasked Estep 
Score: -110951840.000000 Penalty: 69914.578125
Splitting cluster 5 changes total score from -110882800.000000 to -110951840.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (33864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Entering Unmasked Estep 
Score: -3721512.000000 Penalty: 1552.000122
	Iteration 0F: 2 clusters Score -3721512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3699382.000000 Penalty: 3104.000244
	Iteration 0F: 3 clusters Score -3699382 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3708194.750000 Penalty: 3104.000244
	Iteration 1F: 3 clusters Score -3708195 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3709513.250000 Penalty: 3104.000244
	Iteration 2F: 3 clusters Score -3709513 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3711065.250000 Penalty: 3104.000244
	Iteration 3F: 3 clusters Score -3711065 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3712695.250000 Penalty: 3104.000244
	Iteration 4F: 3 clusters Score -3712695 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3714625.250000 Penalty: 3104.000244
	Iteration 5F: 3 clusters Score -3714625 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3716706.000000 Penalty: 3104.000244
	Iteration 6F: 3 clusters Score -3716706 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3718865.000000 Penalty: 3104.000244
	Iteration 7F: 3 clusters Score -3718865 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3720833.500000 Penalty: 3104.000244
	Iteration 8F: 3 clusters Score -3720834 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3722401.250000 Penalty: 3104.000244
	Iteration 9Q: 3 clusters Score -3722401 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3723628.250000 Penalty: 3104.000244
	Iteration 10Q: 3 clusters Score -3723628 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -3724405.500000 Penalty: 3104.000244
	Iteration 11Q: 3 clusters Score -3724406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -3724707.250000 Penalty: 3104.000244
	Iteration 12Q: 3 clusters Score -3724707 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3724885.000000 Penalty: 3104.000244
	Iteration 13Q: 3 clusters Score -3724885 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3724955.500000 Penalty: 3104.000244
	Iteration 14Q: 3 clusters Score -3724956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3724995.000000 Penalty: 3104.000244
	Iteration 15Q: 3 clusters Score -3724995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3725019.000000 Penalty: 3104.000244
	Iteration 16Q: 3 clusters Score -3725019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3725011.250000 Penalty: 3104.000244
	Iteration 17Q: 3 clusters Score -3725011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3725012.000000 Penalty: 3104.000244
	Iteration 18Q: 3 clusters Score -3725012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3725017.000000 Penalty: 3104.000244
	Iteration 19Q: 3 clusters Score -3725017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -3725025.250000 Penalty: 3104.000244
	Iteration 20F: 3 clusters Score -3725025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 13838 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Entering Unmasked Estep 
Score: -110955184.000000 Penalty: 71970.890625
Splitting cluster 6 changes total score from -110882800.000000 to -110955184.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1532705.500000 Penalty: 1418.833862
	Iteration 0F: 2 clusters Score -1532706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1523516.125000 Penalty: 2837.667725
	Iteration 0F: 3 clusters Score -1523516 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1526711.500000 Penalty: 2837.667725
	Iteration 1F: 3 clusters Score -1526712 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1527162.000000 Penalty: 2837.667725
	Iteration 2F: 3 clusters Score -1527162 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1527662.875000 Penalty: 2837.667725
	Iteration 3F: 3 clusters Score -1527663 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1528268.875000 Penalty: 2837.667725
	Iteration 4F: 3 clusters Score -1528269 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1528950.125000 Penalty: 2837.667725
	Iteration 5F: 3 clusters Score -1528950 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1529623.375000 Penalty: 2837.667725
	Iteration 6F: 3 clusters Score -1529623 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1530240.125000 Penalty: 2837.667725
	Iteration 7F: 3 clusters Score -1530240 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1530796.500000 Penalty: 2837.667725
	Iteration 8Q: 3 clusters Score -1530796 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1531411.375000 Penalty: 2837.667725
	Iteration 9Q: 3 clusters Score -1531411 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1531971.625000 Penalty: 2837.667725
	Iteration 10Q: 3 clusters Score -1531972 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1532334.750000 Penalty: 2837.667725
	Iteration 11Q: 3 clusters Score -1532335 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1532549.625000 Penalty: 2837.667725
	Iteration 12Q: 3 clusters Score -1532550 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1532685.625000 Penalty: 2837.667725
	Iteration 13Q: 3 clusters Score -1532686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1532773.875000 Penalty: 2837.667725
	Iteration 14Q: 3 clusters Score -1532774 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1532823.000000 Penalty: 2837.667725
	Iteration 15Q: 3 clusters Score -1532823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1532851.750000 Penalty: 2837.667725
	Iteration 16Q: 3 clusters Score -1532852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1532881.125000 Penalty: 2837.667725
	Iteration 17Q: 3 clusters Score -1532881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1532907.125000 Penalty: 2837.667725
	Iteration 18Q: 3 clusters Score -1532907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1532942.500000 Penalty: 2837.667725
	Iteration 19Q: 3 clusters Score -1532942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1532971.750000 Penalty: 2837.667725
	Iteration 20F: 3 clusters Score -1532972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1533012.000000 Penalty: 2837.667725
	Iteration 21Q: 3 clusters Score -1533012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1533037.125000 Penalty: 2837.667725
	Iteration 22Q: 3 clusters Score -1533037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1533050.625000 Penalty: 2837.667725
	Iteration 23Q: 3 clusters Score -1533051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1533069.625000 Penalty: 2837.667725
	Iteration 24Q: 3 clusters Score -1533070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1533087.125000 Penalty: 2837.667725
	Iteration 25Q: 3 clusters Score -1533087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1533103.375000 Penalty: 2837.667725
	Iteration 26Q: 3 clusters Score -1533103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1533119.375000 Penalty: 2837.667725
	Iteration 27Q: 3 clusters Score -1533119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1533133.250000 Penalty: 2837.667725
	Iteration 28Q: 3 clusters Score -1533133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1533150.500000 Penalty: 2837.667725
	Iteration 29Q: 3 clusters Score -1533150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1533159.375000 Penalty: 2837.667725
	Iteration 30Q: 3 clusters Score -1533159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1533167.750000 Penalty: 2837.667725
	Iteration 31Q: 3 clusters Score -1533168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1533182.750000 Penalty: 2837.667725
	Iteration 32Q: 3 clusters Score -1533183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1533189.375000 Penalty: 2837.667725
	Iteration 33Q: 3 clusters Score -1533189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1533197.750000 Penalty: 2837.667725
	Iteration 34Q: 3 clusters Score -1533198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1533206.375000 Penalty: 2837.667725
	Iteration 35Q: 3 clusters Score -1533206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1533214.250000 Penalty: 2837.667725
	Iteration 36Q: 3 clusters Score -1533214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1533212.625000 Penalty: 2837.667725
	Iteration 37Q: 3 clusters Score -1533213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1533213.750000 Penalty: 2837.667725
	Iteration 38Q: 3 clusters Score -1533214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1533214.250000 Penalty: 2837.667725
	Iteration 39Q: 3 clusters Score -1533214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1533216.625000 Penalty: 2837.667725
	Iteration 40F: 3 clusters Score -1533217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1533221.875000 Penalty: 2837.667725
	Iteration 41Q: 3 clusters Score -1533222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1533225.375000 Penalty: 2837.667725
	Iteration 42Q: 3 clusters Score -1533225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1533229.125000 Penalty: 2837.667725
	Iteration 43Q: 3 clusters Score -1533229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1533236.125000 Penalty: 2837.667725
	Iteration 44Q: 3 clusters Score -1533236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1533234.625000 Penalty: 2837.667725
	Iteration 45Q: 3 clusters Score -1533235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1533237.000000 Penalty: 2837.667725
	Iteration 46Q: 3 clusters Score -1533237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1533237.000000 Penalty: 2837.667725
	Iteration 47Q: 3 clusters Score -1533237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1533242.750000 Penalty: 2837.667725
	Iteration 48Q: 3 clusters Score -1533243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1533250.500000 Penalty: 2837.667725
	Iteration 49Q: 3 clusters Score -1533250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1533251.000000 Penalty: 2837.667725
	Iteration 50Q: 3 clusters Score -1533251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1533252.125000 Penalty: 2837.667725
	Iteration 51Q: 3 clusters Score -1533252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1533258.250000 Penalty: 2837.667725
	Iteration 52Q: 3 clusters Score -1533258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1533257.625000 Penalty: 2837.667725
	Iteration 53Q: 3 clusters Score -1533258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1533256.250000 Penalty: 2837.667725
	Iteration 54Q: 3 clusters Score -1533256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1533261.250000 Penalty: 2837.667725
	Iteration 55Q: 3 clusters Score -1533261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1533260.750000 Penalty: 2837.667725
	Iteration 56Q: 3 clusters Score -1533261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1533265.250000 Penalty: 2837.667725
	Iteration 57Q: 3 clusters Score -1533265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1533268.500000 Penalty: 2837.667725
	Iteration 58Q: 3 clusters Score -1533268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1533267.250000 Penalty: 2837.667725
	Iteration 59Q: 3 clusters Score -1533267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1533266.500000 Penalty: 2837.667725
	Iteration 60F: 3 clusters Score -1533266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1533267.000000 Penalty: 2837.667725
	Iteration 61Q: 3 clusters Score -1533267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1533265.375000 Penalty: 2837.667725
	Iteration 62Q: 3 clusters Score -1533265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1533265.125000 Penalty: 2837.667725
	Iteration 63Q: 3 clusters Score -1533265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1533264.500000 Penalty: 2837.667725
	Iteration 64Q: 3 clusters Score -1533264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1533264.500000 Penalty: 2837.667725
	Iteration 65F: 3 clusters Score -1533264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Entering Unmasked Estep 
Score: -110954960.000000 Penalty: 74027.203125
Splitting cluster 7 changes total score from -110882800.000000 to -110954960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -1777436.750000 Penalty: 1440.825317
	Iteration 0F: 2 clusters Score -1777437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1766853.375000 Penalty: 2881.650635
	Iteration 0F: 3 clusters Score -1766853 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1770694.250000 Penalty: 2881.650635
	Iteration 1F: 3 clusters Score -1770694 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1771096.250000 Penalty: 2881.650635
	Iteration 2F: 3 clusters Score -1771096 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1771448.625000 Penalty: 2881.650635
	Iteration 3F: 3 clusters Score -1771449 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1771836.875000 Penalty: 2881.650635
	Iteration 4Q: 3 clusters Score -1771837 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1772326.625000 Penalty: 2881.650635
	Iteration 5F: 3 clusters Score -1772327 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1772876.250000 Penalty: 2881.650635
	Iteration 6F: 3 clusters Score -1772876 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1773514.250000 Penalty: 2881.650635
	Iteration 7F: 3 clusters Score -1773514 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1774211.875000 Penalty: 2881.650635
	Iteration 8F: 3 clusters Score -1774212 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1774960.750000 Penalty: 2881.650635
	Iteration 9F: 3 clusters Score -1774961 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1775644.125000 Penalty: 2881.650635
	Iteration 10Q: 3 clusters Score -1775644 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1776124.750000 Penalty: 2881.650635
	Iteration 11Q: 3 clusters Score -1776125 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1776432.750000 Penalty: 2881.650635
	Iteration 12Q: 3 clusters Score -1776433 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1776628.125000 Penalty: 2881.650635
	Iteration 13Q: 3 clusters Score -1776628 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1776757.875000 Penalty: 2881.650635
	Iteration 14Q: 3 clusters Score -1776758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1776868.500000 Penalty: 2881.650635
	Iteration 15Q: 3 clusters Score -1776868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1776964.625000 Penalty: 2881.650635
	Iteration 16Q: 3 clusters Score -1776965 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1777048.125000 Penalty: 2881.650635
	Iteration 17Q: 3 clusters Score -1777048 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1777141.500000 Penalty: 2881.650635
	Iteration 18Q: 3 clusters Score -1777142 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1777237.500000 Penalty: 2881.650635
	Iteration 19Q: 3 clusters Score -1777238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1777325.750000 Penalty: 2881.650635
	Iteration 20F: 3 clusters Score -1777326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1777393.000000 Penalty: 2881.650635
	Iteration 21Q: 3 clusters Score -1777393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1777470.500000 Penalty: 2881.650635
	Iteration 22Q: 3 clusters Score -1777470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1777530.625000 Penalty: 2881.650635
	Iteration 23Q: 3 clusters Score -1777531 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1777602.250000 Penalty: 2881.650635
	Iteration 24Q: 3 clusters Score -1777602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1777654.125000 Penalty: 2881.650635
	Iteration 25Q: 3 clusters Score -1777654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1777696.375000 Penalty: 2881.650635
	Iteration 26Q: 3 clusters Score -1777696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1777715.750000 Penalty: 2881.650635
	Iteration 27Q: 3 clusters Score -1777716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1777732.750000 Penalty: 2881.650635
	Iteration 28Q: 3 clusters Score -1777733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1777740.875000 Penalty: 2881.650635
	Iteration 29Q: 3 clusters Score -1777741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1777752.875000 Penalty: 2881.650635
	Iteration 30Q: 3 clusters Score -1777753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1777755.875000 Penalty: 2881.650635
	Iteration 31Q: 3 clusters Score -1777756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1777760.500000 Penalty: 2881.650635
	Iteration 32Q: 3 clusters Score -1777760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1777762.375000 Penalty: 2881.650635
	Iteration 33Q: 3 clusters Score -1777762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1777767.375000 Penalty: 2881.650635
	Iteration 34Q: 3 clusters Score -1777767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1777768.500000 Penalty: 2881.650635
	Iteration 35Q: 3 clusters Score -1777768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1777766.125000 Penalty: 2881.650635
	Iteration 36Q: 3 clusters Score -1777766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1777770.250000 Penalty: 2881.650635
	Iteration 37Q: 3 clusters Score -1777770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1777768.875000 Penalty: 2881.650635
	Iteration 38Q: 3 clusters Score -1777769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1777767.500000 Penalty: 2881.650635
	Iteration 39Q: 3 clusters Score -1777768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1777767.500000 Penalty: 2881.650635
	Iteration 40F: 3 clusters Score -1777768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Entering Unmasked Estep 
Score: -110954584.000000 Penalty: 76083.507812
Splitting cluster 8 changes total score from -110882800.000000 to -110954584.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 9 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -74835.257812 Penalty: 1045.002808
	Iteration 0F: 2 clusters Score -74835.26 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 552 members 
Entering Unmasked Estep 
Score: -73684.968750 Penalty: 2090.005615
	Iteration 0F: 3 clusters Score -73684.97 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -74725.234375 Penalty: 2090.005615
	Iteration 1F: 3 clusters Score -74725.23 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75342.914062 Penalty: 2090.005615
	Iteration 2F: 3 clusters Score -75342.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -75748.710938 Penalty: 2090.005615
	Iteration 3F: 3 clusters Score -75748.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75986.421875 Penalty: 2090.005615
	Iteration 4Q: 3 clusters Score -75986.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -76244.101562 Penalty: 2090.005615
	Iteration 5Q: 3 clusters Score -76244.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76411.835938 Penalty: 2090.005615
	Iteration 6Q: 3 clusters Score -76411.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76495.460938 Penalty: 2090.005615
	Iteration 7Q: 3 clusters Score -76495.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76542.140625 Penalty: 2090.005615
	Iteration 8Q: 3 clusters Score -76542.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76564.000000 Penalty: 2090.005615
	Iteration 9Q: 3 clusters Score -76564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76591.773438 Penalty: 2090.005615
	Iteration 10Q: 3 clusters Score -76591.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76618.109375 Penalty: 2090.005615
	Iteration 11Q: 3 clusters Score -76618.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76634.593750 Penalty: 2090.005615
	Iteration 12Q: 3 clusters Score -76634.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76648.398438 Penalty: 2090.005615
	Iteration 13Q: 3 clusters Score -76648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76654.460938 Penalty: 2090.005615
	Iteration 14Q: 3 clusters Score -76654.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76656.250000 Penalty: 2090.005615
	Iteration 15Q: 3 clusters Score -76656.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76660.679688 Penalty: 2090.005615
	Iteration 16Q: 3 clusters Score -76660.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76661.960938 Penalty: 2090.005615
	Iteration 17Q: 3 clusters Score -76661.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76679.953125 Penalty: 2090.005615
	Iteration 18F: 3 clusters Score -76679.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76756.750000 Penalty: 2090.005615
	Iteration 19Q: 3 clusters Score -76756.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77051.859375 Penalty: 2090.005615
	Iteration 20F: 3 clusters Score -77051.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77547.343750 Penalty: 2090.005615
	Iteration 21Q: 3 clusters Score -77547.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77606.796875 Penalty: 2090.005615
	Iteration 22Q: 3 clusters Score -77606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77645.062500 Penalty: 2090.005615
	Iteration 23Q: 3 clusters Score -77645.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77681.812500 Penalty: 2090.005615
	Iteration 24Q: 3 clusters Score -77681.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77707.539062 Penalty: 2090.005615
	Iteration 25Q: 3 clusters Score -77707.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77717.515625 Penalty: 2090.005615
	Iteration 26Q: 3 clusters Score -77717.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77741.632812 Penalty: 2090.005615
	Iteration 27Q: 3 clusters Score -77741.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77764.695312 Penalty: 2090.005615
	Iteration 28Q: 3 clusters Score -77764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77816.875000 Penalty: 2090.005615
	Iteration 29Q: 3 clusters Score -77816.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77925.007812 Penalty: 2090.005615
	Iteration 30Q: 3 clusters Score -77925.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77979.000000 Penalty: 2090.005615
	Iteration 31Q: 3 clusters Score -77979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78053.078125 Penalty: 2090.005615
	Iteration 32Q: 3 clusters Score -78053.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78056.132812 Penalty: 2090.005615
	Iteration 33Q: 3 clusters Score -78056.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78058.437500 Penalty: 2090.005615
	Iteration 34Q: 3 clusters Score -78058.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78064.312500 Penalty: 2090.005615
	Iteration 35F: 3 clusters Score -78064.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78077.445312 Penalty: 2090.005615
	Iteration 36Q: 3 clusters Score -78077.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78087.031250 Penalty: 2090.005615
	Iteration 37Q: 3 clusters Score -78087.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78092.109375 Penalty: 2090.005615
	Iteration 38Q: 3 clusters Score -78092.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78095.226562 Penalty: 2090.005615
	Iteration 39Q: 3 clusters Score -78095.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78099.101562 Penalty: 2090.005615
	Iteration 40F: 3 clusters Score -78099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78107.593750 Penalty: 2090.005615
	Iteration 41Q: 3 clusters Score -78107.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78144.390625 Penalty: 2090.005615
	Iteration 42Q: 3 clusters Score -78144.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78346.085938 Penalty: 2090.005615
	Iteration 43Q: 3 clusters Score -78346.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78376.828125 Penalty: 2090.005615
	Iteration 44Q: 3 clusters Score -78376.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78378.625000 Penalty: 2090.005615
	Iteration 45Q: 3 clusters Score -78378.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78378.625000 Penalty: 2090.005615
	Iteration 46F: 3 clusters Score -78378.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Entering Unmasked Estep 
Score: -110956976.000000 Penalty: 78139.828125
Splitting cluster 9 changes total score from -110882800.000000 to -110956976.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (31931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Entering Unmasked Estep 
Score: -3549743.000000 Penalty: 1543.254272
	Iteration 0F: 2 clusters Score -3549743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3529230.250000 Penalty: 3086.508545
	Iteration 0F: 3 clusters Score -3529230 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3537896.500000 Penalty: 3086.508545
	Iteration 1F: 3 clusters Score -3537896 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3539494.250000 Penalty: 3086.508545
	Iteration 2F: 3 clusters Score -3539494 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3541348.500000 Penalty: 3086.508545
	Iteration 3F: 3 clusters Score -3541348 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3543208.250000 Penalty: 3086.508545
	Iteration 4F: 3 clusters Score -3543208 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3544735.250000 Penalty: 3086.508545
	Iteration 5F: 3 clusters Score -3544735 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3545651.250000 Penalty: 3086.508545
	Iteration 6F: 3 clusters Score -3545651 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3546202.500000 Penalty: 3086.508545
	Iteration 7Q: 3 clusters Score -3546202 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3546536.750000 Penalty: 3086.508545
	Iteration 8Q: 3 clusters Score -3546537 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3546747.250000 Penalty: 3086.508545
	Iteration 9Q: 3 clusters Score -3546747 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3546926.750000 Penalty: 3086.508545
	Iteration 10Q: 3 clusters Score -3546927 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3547067.750000 Penalty: 3086.508545
	Iteration 11Q: 3 clusters Score -3547068 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3547185.000000 Penalty: 3086.508545
	Iteration 12Q: 3 clusters Score -3547185 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3547292.250000 Penalty: 3086.508545
	Iteration 13Q: 3 clusters Score -3547292 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3547400.000000 Penalty: 3086.508545
	Iteration 14Q: 3 clusters Score -3547400 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3547497.000000 Penalty: 3086.508545
	Iteration 15Q: 3 clusters Score -3547497 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3547596.750000 Penalty: 3086.508545
	Iteration 16Q: 3 clusters Score -3547597 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3547705.000000 Penalty: 3086.508545
	Iteration 17Q: 3 clusters Score -3547705 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3547791.500000 Penalty: 3086.508545
	Iteration 18Q: 3 clusters Score -3547792 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3547884.000000 Penalty: 3086.508545
	Iteration 19Q: 3 clusters Score -3547884 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3548001.750000 Penalty: 3086.508545
	Iteration 20F: 3 clusters Score -3548002 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3548113.000000 Penalty: 3086.508545
	Iteration 21Q: 3 clusters Score -3548113 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3548226.750000 Penalty: 3086.508545
	Iteration 22Q: 3 clusters Score -3548227 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3548337.250000 Penalty: 3086.508545
	Iteration 23Q: 3 clusters Score -3548337 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3548399.750000 Penalty: 3086.508545
	Iteration 24Q: 3 clusters Score -3548400 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3548455.500000 Penalty: 3086.508545
	Iteration 25Q: 3 clusters Score -3548456 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3548507.750000 Penalty: 3086.508545
	Iteration 26Q: 3 clusters Score -3548508 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3548525.750000 Penalty: 3086.508545
	Iteration 27Q: 3 clusters Score -3548526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3548557.000000 Penalty: 3086.508545
	Iteration 28Q: 3 clusters Score -3548557 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3548578.250000 Penalty: 3086.508545
	Iteration 29Q: 3 clusters Score -3548578 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3548607.750000 Penalty: 3086.508545
	Iteration 30Q: 3 clusters Score -3548608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3548628.500000 Penalty: 3086.508545
	Iteration 31Q: 3 clusters Score -3548628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3548651.000000 Penalty: 3086.508545
	Iteration 32Q: 3 clusters Score -3548651 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3548697.250000 Penalty: 3086.508545
	Iteration 33Q: 3 clusters Score -3548697 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3548716.250000 Penalty: 3086.508545
	Iteration 34Q: 3 clusters Score -3548716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3548725.250000 Penalty: 3086.508545
	Iteration 35Q: 3 clusters Score -3548725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3548738.250000 Penalty: 3086.508545
	Iteration 36Q: 3 clusters Score -3548738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3548749.250000 Penalty: 3086.508545
	Iteration 37Q: 3 clusters Score -3548749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3548761.750000 Penalty: 3086.508545
	Iteration 38Q: 3 clusters Score -3548762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3548764.500000 Penalty: 3086.508545
	Iteration 39Q: 3 clusters Score -3548764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3548771.250000 Penalty: 3086.508545
	Iteration 40F: 3 clusters Score -3548771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3548783.500000 Penalty: 3086.508545
	Iteration 41Q: 3 clusters Score -3548784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3548794.750000 Penalty: 3086.508545
	Iteration 42Q: 3 clusters Score -3548795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3548805.000000 Penalty: 3086.508545
	Iteration 43Q: 3 clusters Score -3548805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3548807.750000 Penalty: 3086.508545
	Iteration 44Q: 3 clusters Score -3548808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3548809.000000 Penalty: 3086.508545
	Iteration 45Q: 3 clusters Score -3548809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3548818.000000 Penalty: 3086.508545
	Iteration 46Q: 3 clusters Score -3548818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3548830.750000 Penalty: 3086.508545
	Iteration 47Q: 3 clusters Score -3548831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3548831.500000 Penalty: 3086.508545
	Iteration 48Q: 3 clusters Score -3548832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3548838.750000 Penalty: 3086.508545
	Iteration 49Q: 3 clusters Score -3548839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3548832.000000 Penalty: 3086.508545
	Iteration 50Q: 3 clusters Score -3548832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3548841.000000 Penalty: 3086.508545
	Iteration 51Q: 3 clusters Score -3548841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3548851.500000 Penalty: 3086.508545
	Iteration 52Q: 3 clusters Score -3548852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3548853.750000 Penalty: 3086.508545
	Iteration 53Q: 3 clusters Score -3548854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3548850.000000 Penalty: 3086.508545
	Iteration 54Q: 3 clusters Score -3548850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3548852.250000 Penalty: 3086.508545
	Iteration 55Q: 3 clusters Score -3548852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3548860.000000 Penalty: 3086.508545
	Iteration 56Q: 3 clusters Score -3548860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3548868.250000 Penalty: 3086.508545
	Iteration 57Q: 3 clusters Score -3548868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3548870.500000 Penalty: 3086.508545
	Iteration 58Q: 3 clusters Score -3548870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3548880.250000 Penalty: 3086.508545
	Iteration 59Q: 3 clusters Score -3548880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3548880.000000 Penalty: 3086.508545
	Iteration 60F: 3 clusters Score -3548880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3548882.000000 Penalty: 3086.508545
	Iteration 61Q: 3 clusters Score -3548882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3548885.250000 Penalty: 3086.508545
	Iteration 62Q: 3 clusters Score -3548885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3548893.250000 Penalty: 3086.508545
	Iteration 63Q: 3 clusters Score -3548893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3548893.500000 Penalty: 3086.508545
	Iteration 64Q: 3 clusters Score -3548894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3548889.250000 Penalty: 3086.508545
	Iteration 65Q: 3 clusters Score -3548889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3548889.000000 Penalty: 3086.508545
	Iteration 66Q: 3 clusters Score -3548889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3548898.750000 Penalty: 3086.508545
	Iteration 67Q: 3 clusters Score -3548899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3548899.000000 Penalty: 3086.508545
	Iteration 68Q: 3 clusters Score -3548899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3548900.750000 Penalty: 3086.508545
	Iteration 69Q: 3 clusters Score -3548901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3548902.250000 Penalty: 3086.508545
	Iteration 70Q: 3 clusters Score -3548902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3548903.250000 Penalty: 3086.508545
	Iteration 71Q: 3 clusters Score -3548903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3548908.750000 Penalty: 3086.508545
	Iteration 72Q: 3 clusters Score -3548909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3548908.500000 Penalty: 3086.508545
	Iteration 73Q: 3 clusters Score -3548908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3548907.750000 Penalty: 3086.508545
	Iteration 74Q: 3 clusters Score -3548908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3548908.000000 Penalty: 3086.508545
	Iteration 75Q: 3 clusters Score -3548908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3548912.000000 Penalty: 3086.508545
	Iteration 76Q: 3 clusters Score -3548912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3548907.750000 Penalty: 3086.508545
	Iteration 77Q: 3 clusters Score -3548908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3548908.000000 Penalty: 3086.508545
	Iteration 78Q: 3 clusters Score -3548908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3548909.000000 Penalty: 3086.508545
	Iteration 79Q: 3 clusters Score -3548909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3548910.500000 Penalty: 3086.508545
	Iteration 80F: 3 clusters Score -3548910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3548917.750000 Penalty: 3086.508545
	Iteration 81Q: 3 clusters Score -3548918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3548914.250000 Penalty: 3086.508545
	Iteration 82Q: 3 clusters Score -3548914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3548917.500000 Penalty: 3086.508545
	Iteration 83Q: 3 clusters Score -3548918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3548917.250000 Penalty: 3086.508545
	Iteration 84Q: 3 clusters Score -3548917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3548917.000000 Penalty: 3086.508545
	Iteration 85Q: 3 clusters Score -3548917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3548920.750000 Penalty: 3086.508545
	Iteration 86Q: 3 clusters Score -3548921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3548920.000000 Penalty: 3086.508545
	Iteration 87Q: 3 clusters Score -3548920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3548920.000000 Penalty: 3086.508545
	Iteration 88F: 3 clusters Score -3548920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Entering Unmasked Estep 
Score: -2305163.250000 Penalty: 1476.505249
	Iteration 0F: 2 clusters Score -2305163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2291885.250000 Penalty: 2953.010498
	Iteration 0F: 3 clusters Score -2291885 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2296614.250000 Penalty: 2953.010498
	Iteration 1F: 3 clusters Score -2296614 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2297067.750000 Penalty: 2953.010498
	Iteration 2F: 3 clusters Score -2297068 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2297488.500000 Penalty: 2953.010498
	Iteration 3Q: 3 clusters Score -2297488 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2297936.000000 Penalty: 2953.010498
	Iteration 4Q: 3 clusters Score -2297936 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2298406.750000 Penalty: 2953.010498
	Iteration 5Q: 3 clusters Score -2298407 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2298940.000000 Penalty: 2953.010498
	Iteration 6Q: 3 clusters Score -2298940 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2299565.750000 Penalty: 2953.010498
	Iteration 7F: 3 clusters Score -2299566 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2300298.250000 Penalty: 2953.010498
	Iteration 8F: 3 clusters Score -2300298 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2301055.500000 Penalty: 2953.010498
	Iteration 9Q: 3 clusters Score -2301056 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2301768.750000 Penalty: 2953.010498
	Iteration 10Q: 3 clusters Score -2301769 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2302324.750000 Penalty: 2953.010498
	Iteration 11Q: 3 clusters Score -2302325 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2302746.750000 Penalty: 2953.010498
	Iteration 12Q: 3 clusters Score -2302747 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2303079.250000 Penalty: 2953.010498
	Iteration 13Q: 3 clusters Score -2303079 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2303320.500000 Penalty: 2953.010498
	Iteration 14Q: 3 clusters Score -2303320 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2303481.750000 Penalty: 2953.010498
	Iteration 15Q: 3 clusters Score -2303482 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2303594.250000 Penalty: 2953.010498
	Iteration 16Q: 3 clusters Score -2303594 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2303672.750000 Penalty: 2953.010498
	Iteration 17Q: 3 clusters Score -2303673 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2303729.250000 Penalty: 2953.010498
	Iteration 18Q: 3 clusters Score -2303729 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2303791.250000 Penalty: 2953.010498
	Iteration 19Q: 3 clusters Score -2303791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2303839.500000 Penalty: 2953.010498
	Iteration 20F: 3 clusters Score -2303840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2303875.500000 Penalty: 2953.010498
	Iteration 21Q: 3 clusters Score -2303876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2303917.000000 Penalty: 2953.010498
	Iteration 22Q: 3 clusters Score -2303917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2303947.250000 Penalty: 2953.010498
	Iteration 23Q: 3 clusters Score -2303947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2303965.500000 Penalty: 2953.010498
	Iteration 24Q: 3 clusters Score -2303966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2303986.750000 Penalty: 2953.010498
	Iteration 25Q: 3 clusters Score -2303987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2303996.500000 Penalty: 2953.010498
	Iteration 26Q: 3 clusters Score -2303996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2304009.250000 Penalty: 2953.010498
	Iteration 27Q: 3 clusters Score -2304009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2304023.500000 Penalty: 2953.010498
	Iteration 28Q: 3 clusters Score -2304024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2304031.500000 Penalty: 2953.010498
	Iteration 29Q: 3 clusters Score -2304032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2304036.500000 Penalty: 2953.010498
	Iteration 30Q: 3 clusters Score -2304036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2304044.750000 Penalty: 2953.010498
	Iteration 31Q: 3 clusters Score -2304045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2304045.500000 Penalty: 2953.010498
	Iteration 32Q: 3 clusters Score -2304046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2304046.250000 Penalty: 2953.010498
	Iteration 33Q: 3 clusters Score -2304046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2304053.250000 Penalty: 2953.010498
	Iteration 34Q: 3 clusters Score -2304053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2304054.500000 Penalty: 2953.010498
	Iteration 35Q: 3 clusters Score -2304054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2304054.750000 Penalty: 2953.010498
	Iteration 36Q: 3 clusters Score -2304055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2304051.250000 Penalty: 2953.010498
	Iteration 37Q: 3 clusters Score -2304051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2304057.250000 Penalty: 2953.010498
	Iteration 38Q: 3 clusters Score -2304057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2304057.000000 Penalty: 2953.010498
	Iteration 39Q: 3 clusters Score -2304057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2304057.750000 Penalty: 2953.010498
	Iteration 40F: 3 clusters Score -2304058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2304060.750000 Penalty: 2953.010498
	Iteration 41Q: 3 clusters Score -2304061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2304063.000000 Penalty: 2953.010498
	Iteration 42Q: 3 clusters Score -2304063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2304068.500000 Penalty: 2953.010498
	Iteration 43Q: 3 clusters Score -2304068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2304067.500000 Penalty: 2953.010498
	Iteration 44Q: 3 clusters Score -2304068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2304071.000000 Penalty: 2953.010498
	Iteration 45Q: 3 clusters Score -2304071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2304069.750000 Penalty: 2953.010498
	Iteration 46Q: 3 clusters Score -2304070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2304072.000000 Penalty: 2953.010498
	Iteration 47Q: 3 clusters Score -2304072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2304077.000000 Penalty: 2953.010498
	Iteration 48Q: 3 clusters Score -2304077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2304076.750000 Penalty: 2953.010498
	Iteration 49Q: 3 clusters Score -2304077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2304076.750000 Penalty: 2953.010498
	Iteration 50F: 3 clusters Score -2304077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Entering Unmasked Estep 
Score: -1013376.625000 Penalty: 1371.861450
	Iteration 0F: 2 clusters Score -1013377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1006568.187500 Penalty: 2743.722900
	Iteration 0F: 3 clusters Score -1006568 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1009104.875000 Penalty: 2743.722900
	Iteration 1F: 3 clusters Score -1009105 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1009800.750000 Penalty: 2743.722900
	Iteration 2F: 3 clusters Score -1009801 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1010602.187500 Penalty: 2743.722900
	Iteration 3F: 3 clusters Score -1010602 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1011361.125000 Penalty: 2743.722900
	Iteration 4F: 3 clusters Score -1011361 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1011971.062500 Penalty: 2743.722900
	Iteration 5F: 3 clusters Score -1011971 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1012448.875000 Penalty: 2743.722900
	Iteration 6F: 3 clusters Score -1012449 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1012878.062500 Penalty: 2743.722900
	Iteration 7Q: 3 clusters Score -1012878 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1013288.000000 Penalty: 2743.722900
	Iteration 8Q: 3 clusters Score -1013288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1013617.625000 Penalty: 2743.722900
	Iteration 9Q: 3 clusters Score -1013618 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1013839.187500 Penalty: 2743.722900
	Iteration 10Q: 3 clusters Score -1013839 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1013967.875000 Penalty: 2743.722900
	Iteration 11Q: 3 clusters Score -1013968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1014049.000000 Penalty: 2743.722900
	Iteration 12Q: 3 clusters Score -1014049 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1014094.000000 Penalty: 2743.722900
	Iteration 13Q: 3 clusters Score -1014094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1014121.250000 Penalty: 2743.722900
	Iteration 14Q: 3 clusters Score -1014121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1014133.500000 Penalty: 2743.722900
	Iteration 15Q: 3 clusters Score -1014134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1014137.687500 Penalty: 2743.722900
	Iteration 16Q: 3 clusters Score -1014138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1014139.375000 Penalty: 2743.722900
	Iteration 17Q: 3 clusters Score -1014139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1014142.187500 Penalty: 2743.722900
	Iteration 18Q: 3 clusters Score -1014142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1014142.625000 Penalty: 2743.722900
	Iteration 19Q: 3 clusters Score -1014143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1014144.875000 Penalty: 2743.722900
	Iteration 20F: 3 clusters Score -1014145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1014144.125000 Penalty: 2743.722900
	Iteration 21Q: 3 clusters Score -1014144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1014143.687500 Penalty: 2743.722900
	Iteration 22Q: 3 clusters Score -1014144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1014144.250000 Penalty: 2743.722900
	Iteration 23Q: 3 clusters Score -1014144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1014146.562500 Penalty: 2743.722900
	Iteration 24Q: 3 clusters Score -1014147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1014148.562500 Penalty: 2743.722900
	Iteration 25Q: 3 clusters Score -1014149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1014148.125000 Penalty: 2743.722900
	Iteration 26Q: 3 clusters Score -1014148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1014148.625000 Penalty: 2743.722900
	Iteration 27Q: 3 clusters Score -1014149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1014147.187500 Penalty: 2743.722900
	Iteration 28Q: 3 clusters Score -1014147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1014147.500000 Penalty: 2743.722900
	Iteration 29Q: 3 clusters Score -1014148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1014148.937500 Penalty: 2743.722900
	Iteration 30Q: 3 clusters Score -1014149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1014147.250000 Penalty: 2743.722900
	Iteration 31Q: 3 clusters Score -1014147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1014148.750000 Penalty: 2743.722900
	Iteration 32Q: 3 clusters Score -1014149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1014150.750000 Penalty: 2743.722900
	Iteration 33Q: 3 clusters Score -1014151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1014150.750000 Penalty: 2743.722900
	Iteration 34F: 3 clusters Score -1014151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Entering Unmasked Estep 
Score: -110956696.000000 Penalty: 80196.132812
Splitting cluster 12 changes total score from -110882800.000000 to -110956696.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (31417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Entering Unmasked Estep 
Score: -3630005.250000 Penalty: 1540.839600
	Iteration 0F: 2 clusters Score -3630005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3609442.250000 Penalty: 3081.679199
	Iteration 0F: 3 clusters Score -3609442 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3617217.250000 Penalty: 3081.679199
	Iteration 1F: 3 clusters Score -3617217 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3618054.000000 Penalty: 3081.679199
	Iteration 2F: 3 clusters Score -3618054 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3619378.750000 Penalty: 3081.679199
	Iteration 3F: 3 clusters Score -3619379 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3621742.000000 Penalty: 3081.679199
	Iteration 4F: 3 clusters Score -3621742 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3625756.750000 Penalty: 3081.679199
	Iteration 5F: 3 clusters Score -3625757 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3630514.750000 Penalty: 3081.679199
	Iteration 6F: 3 clusters Score -3630515 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3633112.750000 Penalty: 3081.679199
	Iteration 7F: 3 clusters Score -3633113 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3633997.500000 Penalty: 3081.679199
	Iteration 8Q: 3 clusters Score -3633998 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3634372.250000 Penalty: 3081.679199
	Iteration 9Q: 3 clusters Score -3634372 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3634587.750000 Penalty: 3081.679199
	Iteration 10Q: 3 clusters Score -3634588 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3634692.000000 Penalty: 3081.679199
	Iteration 11Q: 3 clusters Score -3634692 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3634759.750000 Penalty: 3081.679199
	Iteration 12Q: 3 clusters Score -3634760 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3634818.500000 Penalty: 3081.679199
	Iteration 13Q: 3 clusters Score -3634818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3634860.250000 Penalty: 3081.679199
	Iteration 14Q: 3 clusters Score -3634860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3634877.750000 Penalty: 3081.679199
	Iteration 15Q: 3 clusters Score -3634878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3634907.000000 Penalty: 3081.679199
	Iteration 16Q: 3 clusters Score -3634907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3634926.750000 Penalty: 3081.679199
	Iteration 17Q: 3 clusters Score -3634927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3634947.500000 Penalty: 3081.679199
	Iteration 18Q: 3 clusters Score -3634948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3634961.500000 Penalty: 3081.679199
	Iteration 19Q: 3 clusters Score -3634962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3634966.500000 Penalty: 3081.679199
	Iteration 20F: 3 clusters Score -3634966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3634966.250000 Penalty: 3081.679199
	Iteration 21Q: 3 clusters Score -3634966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3634972.500000 Penalty: 3081.679199
	Iteration 22Q: 3 clusters Score -3634972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3634984.500000 Penalty: 3081.679199
	Iteration 23Q: 3 clusters Score -3634984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3634995.500000 Penalty: 3081.679199
	Iteration 24Q: 3 clusters Score -3634996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3634996.000000 Penalty: 3081.679199
	Iteration 25Q: 3 clusters Score -3634996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3634995.750000 Penalty: 3081.679199
	Iteration 26Q: 3 clusters Score -3634996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3635000.500000 Penalty: 3081.679199
	Iteration 27Q: 3 clusters Score -3635000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3634997.750000 Penalty: 3081.679199
	Iteration 28Q: 3 clusters Score -3634998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3635001.750000 Penalty: 3081.679199
	Iteration 29Q: 3 clusters Score -3635002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3635001.500000 Penalty: 3081.679199
	Iteration 30Q: 3 clusters Score -3635002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3635001.250000 Penalty: 3081.679199
	Iteration 31Q: 3 clusters Score -3635001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3635003.750000 Penalty: 3081.679199
	Iteration 32Q: 3 clusters Score -3635004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3635009.250000 Penalty: 3081.679199
	Iteration 33Q: 3 clusters Score -3635009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3635009.750000 Penalty: 3081.679199
	Iteration 34Q: 3 clusters Score -3635010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3635006.500000 Penalty: 3081.679199
	Iteration 35Q: 3 clusters Score -3635006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3634998.750000 Penalty: 3081.679199
	Iteration 36Q: 3 clusters Score -3634999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3635005.500000 Penalty: 3081.679199
	Iteration 37Q: 3 clusters Score -3635006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3635001.000000 Penalty: 3081.679199
	Iteration 38Q: 3 clusters Score -3635001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3635005.750000 Penalty: 3081.679199
	Iteration 39Q: 3 clusters Score -3635006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3635006.500000 Penalty: 3081.679199
	Iteration 40F: 3 clusters Score -3635006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3635003.500000 Penalty: 3081.679199
	Iteration 41Q: 3 clusters Score -3635004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3635012.250000 Penalty: 3081.679199
	Iteration 42Q: 3 clusters Score -3635012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3635013.500000 Penalty: 3081.679199
	Iteration 43Q: 3 clusters Score -3635014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3635012.250000 Penalty: 3081.679199
	Iteration 44Q: 3 clusters Score -3635012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3635009.250000 Penalty: 3081.679199
	Iteration 45Q: 3 clusters Score -3635009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3635014.250000 Penalty: 3081.679199
	Iteration 46Q: 3 clusters Score -3635014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3635012.750000 Penalty: 3081.679199
	Iteration 47Q: 3 clusters Score -3635013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3635021.000000 Penalty: 3081.679199
	Iteration 48Q: 3 clusters Score -3635021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3635010.000000 Penalty: 3081.679199
	Iteration 49Q: 3 clusters Score -3635010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3635012.250000 Penalty: 3081.679199
	Iteration 50Q: 3 clusters Score -3635012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3635015.250000 Penalty: 3081.679199
	Iteration 51Q: 3 clusters Score -3635015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3635012.250000 Penalty: 3081.679199
	Iteration 52Q: 3 clusters Score -3635012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3635011.000000 Penalty: 3081.679199
	Iteration 53Q: 3 clusters Score -3635011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3635009.500000 Penalty: 3081.679199
	Iteration 54Q: 3 clusters Score -3635010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3635018.750000 Penalty: 3081.679199
	Iteration 55Q: 3 clusters Score -3635019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3635015.750000 Penalty: 3081.679199
	Iteration 56Q: 3 clusters Score -3635016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3635015.750000 Penalty: 3081.679199
	Iteration 57Q: 3 clusters Score -3635016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3635018.500000 Penalty: 3081.679199
	Iteration 58Q: 3 clusters Score -3635018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3635022.500000 Penalty: 3081.679199
	Iteration 59Q: 3 clusters Score -3635022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3635019.750000 Penalty: 3081.679199
	Iteration 60F: 3 clusters Score -3635020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3635020.250000 Penalty: 3081.679199
	Iteration 61Q: 3 clusters Score -3635020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3635020.500000 Penalty: 3081.679199
	Iteration 62Q: 3 clusters Score -3635020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3635021.250000 Penalty: 3081.679199
	Iteration 63Q: 3 clusters Score -3635021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3635021.250000 Penalty: 3081.679199
	Iteration 64F: 3 clusters Score -3635021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Entering Unmasked Estep 
Score: -110961784.000000 Penalty: 82252.445312
Splitting cluster 13 changes total score from -110882800.000000 to -110961784.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (10649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Entering Unmasked Estep 
Score: -1173256.000000 Penalty: 1379.855347
	Iteration 0F: 2 clusters Score -1173256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1166098.625000 Penalty: 2759.710693
	Iteration 0F: 3 clusters Score -1166099 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1168515.500000 Penalty: 2759.710693
	Iteration 1F: 3 clusters Score -1168516 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1168862.750000 Penalty: 2759.710693
	Iteration 2F: 3 clusters Score -1168863 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1169155.625000 Penalty: 2759.710693
	Iteration 3F: 3 clusters Score -1169156 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1169414.250000 Penalty: 2759.710693
	Iteration 4Q: 3 clusters Score -1169414 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1169675.625000 Penalty: 2759.710693
	Iteration 5Q: 3 clusters Score -1169676 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1169957.750000 Penalty: 2759.710693
	Iteration 6Q: 3 clusters Score -1169958 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1170287.000000 Penalty: 2759.710693
	Iteration 7Q: 3 clusters Score -1170287 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1170697.250000 Penalty: 2759.710693
	Iteration 8Q: 3 clusters Score -1170697 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1171112.875000 Penalty: 2759.710693
	Iteration 9Q: 3 clusters Score -1171113 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1171455.375000 Penalty: 2759.710693
	Iteration 10Q: 3 clusters Score -1171455 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1171752.625000 Penalty: 2759.710693
	Iteration 11Q: 3 clusters Score -1171753 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1171938.625000 Penalty: 2759.710693
	Iteration 12Q: 3 clusters Score -1171939 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1172048.875000 Penalty: 2759.710693
	Iteration 13Q: 3 clusters Score -1172049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1172134.625000 Penalty: 2759.710693
	Iteration 14Q: 3 clusters Score -1172135 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1172201.750000 Penalty: 2759.710693
	Iteration 15Q: 3 clusters Score -1172202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1172248.375000 Penalty: 2759.710693
	Iteration 16Q: 3 clusters Score -1172248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1172283.500000 Penalty: 2759.710693
	Iteration 17Q: 3 clusters Score -1172284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1172314.875000 Penalty: 2759.710693
	Iteration 18Q: 3 clusters Score -1172315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1172341.125000 Penalty: 2759.710693
	Iteration 19Q: 3 clusters Score -1172341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1172364.875000 Penalty: 2759.710693
	Iteration 20F: 3 clusters Score -1172365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1172383.375000 Penalty: 2759.710693
	Iteration 21Q: 3 clusters Score -1172383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1172393.500000 Penalty: 2759.710693
	Iteration 22Q: 3 clusters Score -1172394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1172400.250000 Penalty: 2759.710693
	Iteration 23Q: 3 clusters Score -1172400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1172403.375000 Penalty: 2759.710693
	Iteration 24Q: 3 clusters Score -1172403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1172407.875000 Penalty: 2759.710693
	Iteration 25Q: 3 clusters Score -1172408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1172411.875000 Penalty: 2759.710693
	Iteration 26Q: 3 clusters Score -1172412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1172414.625000 Penalty: 2759.710693
	Iteration 27Q: 3 clusters Score -1172415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1172415.375000 Penalty: 2759.710693
	Iteration 28Q: 3 clusters Score -1172415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1172417.625000 Penalty: 2759.710693
	Iteration 29Q: 3 clusters Score -1172418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1172416.625000 Penalty: 2759.710693
	Iteration 30Q: 3 clusters Score -1172417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1172420.250000 Penalty: 2759.710693
	Iteration 31Q: 3 clusters Score -1172420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1172421.250000 Penalty: 2759.710693
	Iteration 32Q: 3 clusters Score -1172421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1172421.500000 Penalty: 2759.710693
	Iteration 33Q: 3 clusters Score -1172422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1172421.875000 Penalty: 2759.710693
	Iteration 34Q: 3 clusters Score -1172422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1172421.875000 Penalty: 2759.710693
	Iteration 35F: 3 clusters Score -1172422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -48584.710938 Penalty: 916.158508
	Iteration 0F: 2 clusters Score -48584.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47726.992188 Penalty: 1832.317017
	Iteration 0F: 3 clusters Score -47726.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47895.007812 Penalty: 1832.317017
	Iteration 1F: 3 clusters Score -47895.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47962.714844 Penalty: 1832.317017
	Iteration 2F: 3 clusters Score -47962.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48054.148438 Penalty: 1832.317017
	Iteration 3Q: 3 clusters Score -48054.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48153.179688 Penalty: 1832.317017
	Iteration 4Q: 3 clusters Score -48153.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48210.761719 Penalty: 1832.317017
	Iteration 5Q: 3 clusters Score -48210.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48320.406250 Penalty: 1832.317017
	Iteration 6Q: 3 clusters Score -48320.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48397.890625 Penalty: 1832.317017
	Iteration 7Q: 3 clusters Score -48397.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48493.570312 Penalty: 1832.317017
	Iteration 8Q: 3 clusters Score -48493.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48677.675781 Penalty: 1832.317017
	Iteration 9F: 3 clusters Score -48677.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48934.421875 Penalty: 1832.317017
	Iteration 10F: 3 clusters Score -48934.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49064.359375 Penalty: 1832.317017
	Iteration 11Q: 3 clusters Score -49064.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49116.898438 Penalty: 1832.317017
	Iteration 12Q: 3 clusters Score -49116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49132.851562 Penalty: 1832.317017
	Iteration 13Q: 3 clusters Score -49132.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49136.015625 Penalty: 1832.317017
	Iteration 14Q: 3 clusters Score -49136.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49136.015625 Penalty: 1832.317017
	Iteration 15F: 3 clusters Score -49136.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 31123 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Entering Unmasked Estep 
Score: -110961168.000000 Penalty: 84308.757812
Splitting cluster 15 changes total score from -110882800.000000 to -110961168.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -272798.812500 Penalty: 1169.365723
	Iteration 0F: 2 clusters Score -272798.8 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 1287 members 
Entering Unmasked Estep 
Score: -270539.031250 Penalty: 2338.731445
	Iteration 0F: 3 clusters Score -270539 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -271153.375000 Penalty: 2338.731445
	Iteration 1F: 3 clusters Score -271153.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -271328.468750 Penalty: 2338.731445
	Iteration 2F: 3 clusters Score -271328.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271454.375000 Penalty: 2338.731445
	Iteration 3Q: 3 clusters Score -271454.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -271560.562500 Penalty: 2338.731445
	Iteration 4Q: 3 clusters Score -271560.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -271672.750000 Penalty: 2338.731445
	Iteration 5Q: 3 clusters Score -271672.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -271772.312500 Penalty: 2338.731445
	Iteration 6Q: 3 clusters Score -271772.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271819.968750 Penalty: 2338.731445
	Iteration 7Q: 3 clusters Score -271820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -271855.437500 Penalty: 2338.731445
	Iteration 8Q: 3 clusters Score -271855.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -271884.750000 Penalty: 2338.731445
	Iteration 9Q: 3 clusters Score -271884.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -271913.718750 Penalty: 2338.731445
	Iteration 10Q: 3 clusters Score -271913.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -271942.062500 Penalty: 2338.731445
	Iteration 11Q: 3 clusters Score -271942.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -271966.000000 Penalty: 2338.731445
	Iteration 12Q: 3 clusters Score -271966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271987.718750 Penalty: 2338.731445
	Iteration 13Q: 3 clusters Score -271987.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272023.062500 Penalty: 2338.731445
	Iteration 14Q: 3 clusters Score -272023.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -272060.000000 Penalty: 2338.731445
	Iteration 15Q: 3 clusters Score -272060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -272094.437500 Penalty: 2338.731445
	Iteration 16Q: 3 clusters Score -272094.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -272122.125000 Penalty: 2338.731445
	Iteration 17Q: 3 clusters Score -272122.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -272143.000000 Penalty: 2338.731445
	Iteration 18Q: 3 clusters Score -272143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -272161.468750 Penalty: 2338.731445
	Iteration 19Q: 3 clusters Score -272161.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -272177.125000 Penalty: 2338.731445
	Iteration 20F: 3 clusters Score -272177.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -272192.718750 Penalty: 2338.731445
	Iteration 21Q: 3 clusters Score -272192.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272209.343750 Penalty: 2338.731445
	Iteration 22Q: 3 clusters Score -272209.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -272226.500000 Penalty: 2338.731445
	Iteration 23Q: 3 clusters Score -272226.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -272248.281250 Penalty: 2338.731445
	Iteration 24Q: 3 clusters Score -272248.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -272272.000000 Penalty: 2338.731445
	Iteration 25Q: 3 clusters Score -272272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -272283.562500 Penalty: 2338.731445
	Iteration 26Q: 3 clusters Score -272283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -272296.875000 Penalty: 2338.731445
	Iteration 27Q: 3 clusters Score -272296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -272309.156250 Penalty: 2338.731445
	Iteration 28Q: 3 clusters Score -272309.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -272324.687500 Penalty: 2338.731445
	Iteration 29Q: 3 clusters Score -272324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272339.406250 Penalty: 2338.731445
	Iteration 30Q: 3 clusters Score -272339.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -272358.218750 Penalty: 2338.731445
	Iteration 31Q: 3 clusters Score -272358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -272375.125000 Penalty: 2338.731445
	Iteration 32Q: 3 clusters Score -272375.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -272386.437500 Penalty: 2338.731445
	Iteration 33Q: 3 clusters Score -272386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -272397.000000 Penalty: 2338.731445
	Iteration 34Q: 3 clusters Score -272397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -272410.187500 Penalty: 2338.731445
	Iteration 35Q: 3 clusters Score -272410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -272420.437500 Penalty: 2338.731445
	Iteration 36Q: 3 clusters Score -272420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -272429.906250 Penalty: 2338.731445
	Iteration 37Q: 3 clusters Score -272429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -272433.875000 Penalty: 2338.731445
	Iteration 38Q: 3 clusters Score -272433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -272434.625000 Penalty: 2338.731445
	Iteration 39Q: 3 clusters Score -272434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -272434.625000 Penalty: 2338.731445
	Iteration 40F: 3 clusters Score -272434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Entering Unmasked Estep 
Score: -6987248.500000 Penalty: 1636.876709
	Iteration 0F: 2 clusters Score -6987248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -6948197.000000 Penalty: 3273.753418
	Iteration 0F: 3 clusters Score -6948197 nChanged 27864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -6964063.000000 Penalty: 3273.753418
	Iteration 1F: 3 clusters Score -6964063 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6964748.000000 Penalty: 3273.753418
	Iteration 2Q: 3 clusters Score -6964748 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -6965422.000000 Penalty: 3273.753418
	Iteration 3Q: 3 clusters Score -6965422 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -6966064.000000 Penalty: 3273.753418
	Iteration 4Q: 3 clusters Score -6966064 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6966743.500000 Penalty: 3273.753418
	Iteration 5Q: 3 clusters Score -6966744 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -6967532.500000 Penalty: 3273.753418
	Iteration 6Q: 3 clusters Score -6967532 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -6968331.000000 Penalty: 3273.753418
	Iteration 7Q: 3 clusters Score -6968331 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6969295.500000 Penalty: 3273.753418
	Iteration 8Q: 3 clusters Score -6969296 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -6970207.000000 Penalty: 3273.753418
	Iteration 9Q: 3 clusters Score -6970207 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6971156.500000 Penalty: 3273.753418
	Iteration 10Q: 3 clusters Score -6971156 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -6971981.500000 Penalty: 3273.753418
	Iteration 11Q: 3 clusters Score -6971982 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -6972675.500000 Penalty: 3273.753418
	Iteration 12Q: 3 clusters Score -6972676 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6973119.000000 Penalty: 3273.753418
	Iteration 13Q: 3 clusters Score -6973119 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6973512.500000 Penalty: 3273.753418
	Iteration 14Q: 3 clusters Score -6973512 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -6973834.500000 Penalty: 3273.753418
	Iteration 15Q: 3 clusters Score -6973834 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -6974076.500000 Penalty: 3273.753418
	Iteration 16Q: 3 clusters Score -6974076 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -6974329.500000 Penalty: 3273.753418
	Iteration 17Q: 3 clusters Score -6974330 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -6974608.500000 Penalty: 3273.753418
	Iteration 18Q: 3 clusters Score -6974608 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6974955.500000 Penalty: 3273.753418
	Iteration 19Q: 3 clusters Score -6974956 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6975483.500000 Penalty: 3273.753418
	Iteration 20F: 3 clusters Score -6975484 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -6976268.500000 Penalty: 3273.753418
	Iteration 21Q: 3 clusters Score -6976268 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6977538.000000 Penalty: 3273.753418
	Iteration 22Q: 3 clusters Score -6977538 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -6979462.500000 Penalty: 3273.753418
	Iteration 23Q: 3 clusters Score -6979462 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -6981015.000000 Penalty: 3273.753418
	Iteration 24Q: 3 clusters Score -6981015 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -6981551.000000 Penalty: 3273.753418
	Iteration 25Q: 3 clusters Score -6981551 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -6981784.000000 Penalty: 3273.753418
	Iteration 26Q: 3 clusters Score -6981784 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -6981869.500000 Penalty: 3273.753418
	Iteration 27Q: 3 clusters Score -6981870 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -6981956.000000 Penalty: 3273.753418
	Iteration 28Q: 3 clusters Score -6981956 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -6982030.500000 Penalty: 3273.753418
	Iteration 29Q: 3 clusters Score -6982030 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -6982066.500000 Penalty: 3273.753418
	Iteration 30Q: 3 clusters Score -6982066 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -6982074.000000 Penalty: 3273.753418
	Iteration 31Q: 3 clusters Score -6982074 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -6982130.000000 Penalty: 3273.753418
	Iteration 32Q: 3 clusters Score -6982130 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -6982168.500000 Penalty: 3273.753418
	Iteration 33Q: 3 clusters Score -6982168 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -6982196.000000 Penalty: 3273.753418
	Iteration 34Q: 3 clusters Score -6982196 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -6982235.500000 Penalty: 3273.753418
	Iteration 35Q: 3 clusters Score -6982236 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -6982280.000000 Penalty: 3273.753418
	Iteration 36Q: 3 clusters Score -6982280 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -6982332.000000 Penalty: 3273.753418
	Iteration 37Q: 3 clusters Score -6982332 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -6982433.000000 Penalty: 3273.753418
	Iteration 38Q: 3 clusters Score -6982433 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -6982521.500000 Penalty: 3273.753418
	Iteration 39Q: 3 clusters Score -6982522 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -6982650.500000 Penalty: 3273.753418
	Iteration 40F: 3 clusters Score -6982650 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6982805.500000 Penalty: 3273.753418
	Iteration 41Q: 3 clusters Score -6982806 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -6983020.500000 Penalty: 3273.753418
	Iteration 42Q: 3 clusters Score -6983020 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -6983237.500000 Penalty: 3273.753418
	Iteration 43Q: 3 clusters Score -6983238 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -6983456.000000 Penalty: 3273.753418
	Iteration 44Q: 3 clusters Score -6983456 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -6983676.500000 Penalty: 3273.753418
	Iteration 45Q: 3 clusters Score -6983676 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -6983945.000000 Penalty: 3273.753418
	Iteration 46Q: 3 clusters Score -6983945 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6984150.500000 Penalty: 3273.753418
	Iteration 47Q: 3 clusters Score -6984150 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -6984422.000000 Penalty: 3273.753418
	Iteration 48Q: 3 clusters Score -6984422 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -6984701.000000 Penalty: 3273.753418
	Iteration 49Q: 3 clusters Score -6984701 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -6984924.000000 Penalty: 3273.753418
	Iteration 50Q: 3 clusters Score -6984924 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -6985140.000000 Penalty: 3273.753418
	Iteration 51Q: 3 clusters Score -6985140 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -6985320.000000 Penalty: 3273.753418
	Iteration 52Q: 3 clusters Score -6985320 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6985447.000000 Penalty: 3273.753418
	Iteration 53Q: 3 clusters Score -6985447 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -6985583.000000 Penalty: 3273.753418
	Iteration 54Q: 3 clusters Score -6985583 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -6985677.500000 Penalty: 3273.753418
	Iteration 55Q: 3 clusters Score -6985678 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -6985760.000000 Penalty: 3273.753418
	Iteration 56Q: 3 clusters Score -6985760 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -6985864.000000 Penalty: 3273.753418
	Iteration 57Q: 3 clusters Score -6985864 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -6985942.000000 Penalty: 3273.753418
	Iteration 58Q: 3 clusters Score -6985942 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -6986015.000000 Penalty: 3273.753418
	Iteration 59Q: 3 clusters Score -6986015 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -6986065.500000 Penalty: 3273.753418
	Iteration 60F: 3 clusters Score -6986066 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -6986100.500000 Penalty: 3273.753418
	Iteration 61Q: 3 clusters Score -6986100 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -6986162.500000 Penalty: 3273.753418
	Iteration 62Q: 3 clusters Score -6986162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6986211.000000 Penalty: 3273.753418
	Iteration 63Q: 3 clusters Score -6986211 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6986245.500000 Penalty: 3273.753418
	Iteration 64Q: 3 clusters Score -6986246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -6986276.500000 Penalty: 3273.753418
	Iteration 65Q: 3 clusters Score -6986276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -6986297.500000 Penalty: 3273.753418
	Iteration 66Q: 3 clusters Score -6986298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -6986305.500000 Penalty: 3273.753418
	Iteration 67Q: 3 clusters Score -6986306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -6986317.000000 Penalty: 3273.753418
	Iteration 68Q: 3 clusters Score -6986317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -6986332.500000 Penalty: 3273.753418
	Iteration 69Q: 3 clusters Score -6986332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -6986328.000000 Penalty: 3273.753418
	Iteration 70Q: 3 clusters Score -6986328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -6986338.500000 Penalty: 3273.753418
	Iteration 71Q: 3 clusters Score -6986338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -6986348.500000 Penalty: 3273.753418
	Iteration 72Q: 3 clusters Score -6986348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -6986373.000000 Penalty: 3273.753418
	Iteration 73Q: 3 clusters Score -6986373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -6986370.500000 Penalty: 3273.753418
	Iteration 74Q: 3 clusters Score -6986370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -6986389.000000 Penalty: 3273.753418
	Iteration 75Q: 3 clusters Score -6986389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -6986379.000000 Penalty: 3273.753418
	Iteration 76Q: 3 clusters Score -6986379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -6986393.000000 Penalty: 3273.753418
	Iteration 77Q: 3 clusters Score -6986393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -6986397.000000 Penalty: 3273.753418
	Iteration 78Q: 3 clusters Score -6986397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -6986404.500000 Penalty: 3273.753418
	Iteration 79Q: 3 clusters Score -6986404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6986409.500000 Penalty: 3273.753418
	Iteration 80F: 3 clusters Score -6986410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -6986407.500000 Penalty: 3273.753418
	Iteration 81Q: 3 clusters Score -6986408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -6986401.500000 Penalty: 3273.753418
	Iteration 82Q: 3 clusters Score -6986402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6986409.500000 Penalty: 3273.753418
	Iteration 83Q: 3 clusters Score -6986410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -6986402.000000 Penalty: 3273.753418
	Iteration 84Q: 3 clusters Score -6986402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -6986410.500000 Penalty: 3273.753418
	Iteration 85Q: 3 clusters Score -6986410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -6986410.000000 Penalty: 3273.753418
	Iteration 86Q: 3 clusters Score -6986410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -6986407.500000 Penalty: 3273.753418
	Iteration 87Q: 3 clusters Score -6986408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -6986416.500000 Penalty: 3273.753418
	Iteration 88Q: 3 clusters Score -6986416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -6986416.500000 Penalty: 3273.753418
	Iteration 89Q: 3 clusters Score -6986416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -6986408.500000 Penalty: 3273.753418
	Iteration 90Q: 3 clusters Score -6986408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -6986416.500000 Penalty: 3273.753418
	Iteration 91Q: 3 clusters Score -6986416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -6986422.000000 Penalty: 3273.753418
	Iteration 92Q: 3 clusters Score -6986422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -6986422.500000 Penalty: 3273.753418
	Iteration 93Q: 3 clusters Score -6986422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -6986432.000000 Penalty: 3273.753418
	Iteration 94Q: 3 clusters Score -6986432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6986434.500000 Penalty: 3273.753418
	Iteration 95Q: 3 clusters Score -6986434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -6986439.500000 Penalty: 3273.753418
	Iteration 96Q: 3 clusters Score -6986440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -6986438.500000 Penalty: 3273.753418
	Iteration 97Q: 3 clusters Score -6986438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -6986450.000000 Penalty: 3273.753418
	Iteration 98Q: 3 clusters Score -6986450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -6986458.000000 Penalty: 3273.753418
	Iteration 99Q: 3 clusters Score -6986458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -6986460.500000 Penalty: 3273.753418
	Iteration 100F: 3 clusters Score -6986460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -6986455.500000 Penalty: 3273.753418
	Iteration 101Q: 3 clusters Score -6986456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -6986459.000000 Penalty: 3273.753418
	Iteration 102Q: 3 clusters Score -6986459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -6986452.500000 Penalty: 3273.753418
	Iteration 103Q: 3 clusters Score -6986452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -6986451.500000 Penalty: 3273.753418
	Iteration 104Q: 3 clusters Score -6986452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -6986452.500000 Penalty: 3273.753418
	Iteration 105Q: 3 clusters Score -6986452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -6986453.500000 Penalty: 3273.753418
	Iteration 106Q: 3 clusters Score -6986454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -6986459.500000 Penalty: 3273.753418
	Iteration 107Q: 3 clusters Score -6986460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -6986462.000000 Penalty: 3273.753418
	Iteration 108Q: 3 clusters Score -6986462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -6986460.000000 Penalty: 3273.753418
	Iteration 109Q: 3 clusters Score -6986460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -6986464.500000 Penalty: 3273.753418
	Iteration 110Q: 3 clusters Score -6986464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -6986467.500000 Penalty: 3273.753418
	Iteration 111Q: 3 clusters Score -6986468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -6986471.500000 Penalty: 3273.753418
	Iteration 112Q: 3 clusters Score -6986472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -6986471.500000 Penalty: 3273.753418
	Iteration 113Q: 3 clusters Score -6986472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6986469.500000 Penalty: 3273.753418
	Iteration 114Q: 3 clusters Score -6986470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6986469.500000 Penalty: 3273.753418
	Iteration 115F: 3 clusters Score -6986470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Entering Unmasked Estep 
Score: -2664868.000000 Penalty: 1505.551514
	Iteration 0F: 2 clusters Score -2664868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2648817.000000 Penalty: 3011.103027
	Iteration 0F: 3 clusters Score -2648817 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2655134.250000 Penalty: 3011.103027
	Iteration 1F: 3 clusters Score -2655134 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2655759.750000 Penalty: 3011.103027
	Iteration 2F: 3 clusters Score -2655760 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2656255.500000 Penalty: 3011.103027
	Iteration 3F: 3 clusters Score -2656256 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2656650.500000 Penalty: 3011.103027
	Iteration 4Q: 3 clusters Score -2656650 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2657029.750000 Penalty: 3011.103027
	Iteration 5Q: 3 clusters Score -2657030 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2657400.000000 Penalty: 3011.103027
	Iteration 6Q: 3 clusters Score -2657400 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2657821.250000 Penalty: 3011.103027
	Iteration 7Q: 3 clusters Score -2657821 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2658306.500000 Penalty: 3011.103027
	Iteration 8Q: 3 clusters Score -2658306 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2658872.000000 Penalty: 3011.103027
	Iteration 9Q: 3 clusters Score -2658872 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2659558.000000 Penalty: 3011.103027
	Iteration 10Q: 3 clusters Score -2659558 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2660319.250000 Penalty: 3011.103027
	Iteration 11Q: 3 clusters Score -2660319 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2661109.250000 Penalty: 3011.103027
	Iteration 12Q: 3 clusters Score -2661109 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2661932.500000 Penalty: 3011.103027
	Iteration 13Q: 3 clusters Score -2661932 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2662592.250000 Penalty: 3011.103027
	Iteration 14Q: 3 clusters Score -2662592 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2663073.750000 Penalty: 3011.103027
	Iteration 15Q: 3 clusters Score -2663074 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2663412.000000 Penalty: 3011.103027
	Iteration 16Q: 3 clusters Score -2663412 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2663629.250000 Penalty: 3011.103027
	Iteration 17Q: 3 clusters Score -2663629 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2663772.000000 Penalty: 3011.103027
	Iteration 18Q: 3 clusters Score -2663772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2663873.750000 Penalty: 3011.103027
	Iteration 19Q: 3 clusters Score -2663874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2663954.250000 Penalty: 3011.103027
	Iteration 20F: 3 clusters Score -2663954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2663998.750000 Penalty: 3011.103027
	Iteration 21Q: 3 clusters Score -2663999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2664042.000000 Penalty: 3011.103027
	Iteration 22Q: 3 clusters Score -2664042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2664083.750000 Penalty: 3011.103027
	Iteration 23Q: 3 clusters Score -2664084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2664114.250000 Penalty: 3011.103027
	Iteration 24Q: 3 clusters Score -2664114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2664140.750000 Penalty: 3011.103027
	Iteration 25Q: 3 clusters Score -2664141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2664154.000000 Penalty: 3011.103027
	Iteration 26Q: 3 clusters Score -2664154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2664174.250000 Penalty: 3011.103027
	Iteration 27Q: 3 clusters Score -2664174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2664197.000000 Penalty: 3011.103027
	Iteration 28Q: 3 clusters Score -2664197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2664216.750000 Penalty: 3011.103027
	Iteration 29Q: 3 clusters Score -2664217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2664229.000000 Penalty: 3011.103027
	Iteration 30Q: 3 clusters Score -2664229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2664235.750000 Penalty: 3011.103027
	Iteration 31Q: 3 clusters Score -2664236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2664234.500000 Penalty: 3011.103027
	Iteration 32Q: 3 clusters Score -2664234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2664234.000000 Penalty: 3011.103027
	Iteration 33Q: 3 clusters Score -2664234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2664237.250000 Penalty: 3011.103027
	Iteration 34Q: 3 clusters Score -2664237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2664239.250000 Penalty: 3011.103027
	Iteration 35Q: 3 clusters Score -2664239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2664243.250000 Penalty: 3011.103027
	Iteration 36Q: 3 clusters Score -2664243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2664242.000000 Penalty: 3011.103027
	Iteration 37Q: 3 clusters Score -2664242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2664242.500000 Penalty: 3011.103027
	Iteration 38Q: 3 clusters Score -2664242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2664243.250000 Penalty: 3011.103027
	Iteration 39Q: 3 clusters Score -2664243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2664246.000000 Penalty: 3011.103027
	Iteration 40F: 3 clusters Score -2664246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2664250.000000 Penalty: 3011.103027
	Iteration 41Q: 3 clusters Score -2664250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2664251.750000 Penalty: 3011.103027
	Iteration 42Q: 3 clusters Score -2664252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2664252.750000 Penalty: 3011.103027
	Iteration 43Q: 3 clusters Score -2664253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2664254.500000 Penalty: 3011.103027
	Iteration 44Q: 3 clusters Score -2664254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2664254.500000 Penalty: 3011.103027
	Iteration 45F: 3 clusters Score -2664254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3993228.750000 Penalty: 1552.797607
	Iteration 0F: 2 clusters Score -3993229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3970973.250000 Penalty: 3105.595215
	Iteration 0F: 3 clusters Score -3970973 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3979373.750000 Penalty: 3105.595215
	Iteration 1F: 3 clusters Score -3979374 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3979852.500000 Penalty: 3105.595215
	Iteration 2Q: 3 clusters Score -3979852 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3980299.500000 Penalty: 3105.595215
	Iteration 3Q: 3 clusters Score -3980300 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3980768.500000 Penalty: 3105.595215
	Iteration 4Q: 3 clusters Score -3980768 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3981311.250000 Penalty: 3105.595215
	Iteration 5Q: 3 clusters Score -3981311 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3981950.500000 Penalty: 3105.595215
	Iteration 6Q: 3 clusters Score -3981950 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3982632.250000 Penalty: 3105.595215
	Iteration 7Q: 3 clusters Score -3982632 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3983284.000000 Penalty: 3105.595215
	Iteration 8Q: 3 clusters Score -3983284 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3984005.250000 Penalty: 3105.595215
	Iteration 9Q: 3 clusters Score -3984005 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3984765.250000 Penalty: 3105.595215
	Iteration 10Q: 3 clusters Score -3984765 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3985523.750000 Penalty: 3105.595215
	Iteration 11Q: 3 clusters Score -3985524 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3986179.000000 Penalty: 3105.595215
	Iteration 12Q: 3 clusters Score -3986179 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3986777.000000 Penalty: 3105.595215
	Iteration 13Q: 3 clusters Score -3986777 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3987340.500000 Penalty: 3105.595215
	Iteration 14Q: 3 clusters Score -3987340 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3987768.500000 Penalty: 3105.595215
	Iteration 15Q: 3 clusters Score -3987768 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3988152.750000 Penalty: 3105.595215
	Iteration 16Q: 3 clusters Score -3988153 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3988441.500000 Penalty: 3105.595215
	Iteration 17Q: 3 clusters Score -3988442 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3988691.750000 Penalty: 3105.595215
	Iteration 18Q: 3 clusters Score -3988692 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3988887.500000 Penalty: 3105.595215
	Iteration 19Q: 3 clusters Score -3988888 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3989058.000000 Penalty: 3105.595215
	Iteration 20F: 3 clusters Score -3989058 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3989188.750000 Penalty: 3105.595215
	Iteration 21Q: 3 clusters Score -3989189 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3989324.250000 Penalty: 3105.595215
	Iteration 22Q: 3 clusters Score -3989324 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3989444.500000 Penalty: 3105.595215
	Iteration 23Q: 3 clusters Score -3989444 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3989566.500000 Penalty: 3105.595215
	Iteration 24Q: 3 clusters Score -3989566 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3989688.250000 Penalty: 3105.595215
	Iteration 25Q: 3 clusters Score -3989688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3989815.500000 Penalty: 3105.595215
	Iteration 26Q: 3 clusters Score -3989816 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3989918.750000 Penalty: 3105.595215
	Iteration 27Q: 3 clusters Score -3989919 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3990025.250000 Penalty: 3105.595215
	Iteration 28Q: 3 clusters Score -3990025 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3990117.750000 Penalty: 3105.595215
	Iteration 29Q: 3 clusters Score -3990118 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3990178.250000 Penalty: 3105.595215
	Iteration 30Q: 3 clusters Score -3990178 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3990251.000000 Penalty: 3105.595215
	Iteration 31Q: 3 clusters Score -3990251 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3990311.500000 Penalty: 3105.595215
	Iteration 32Q: 3 clusters Score -3990312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3990361.750000 Penalty: 3105.595215
	Iteration 33Q: 3 clusters Score -3990362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3990424.500000 Penalty: 3105.595215
	Iteration 34Q: 3 clusters Score -3990424 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3990513.250000 Penalty: 3105.595215
	Iteration 35Q: 3 clusters Score -3990513 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3990570.000000 Penalty: 3105.595215
	Iteration 36Q: 3 clusters Score -3990570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3990631.750000 Penalty: 3105.595215
	Iteration 37Q: 3 clusters Score -3990632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3990683.000000 Penalty: 3105.595215
	Iteration 38Q: 3 clusters Score -3990683 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3990757.500000 Penalty: 3105.595215
	Iteration 39Q: 3 clusters Score -3990758 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3990805.250000 Penalty: 3105.595215
	Iteration 40F: 3 clusters Score -3990805 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3990873.500000 Penalty: 3105.595215
	Iteration 41Q: 3 clusters Score -3990874 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3990953.000000 Penalty: 3105.595215
	Iteration 42Q: 3 clusters Score -3990953 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3991023.500000 Penalty: 3105.595215
	Iteration 43Q: 3 clusters Score -3991024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3991095.500000 Penalty: 3105.595215
	Iteration 44Q: 3 clusters Score -3991096 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3991181.250000 Penalty: 3105.595215
	Iteration 45Q: 3 clusters Score -3991181 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3991273.000000 Penalty: 3105.595215
	Iteration 46Q: 3 clusters Score -3991273 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3991349.250000 Penalty: 3105.595215
	Iteration 47Q: 3 clusters Score -3991349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3991403.250000 Penalty: 3105.595215
	Iteration 48Q: 3 clusters Score -3991403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3991453.500000 Penalty: 3105.595215
	Iteration 49Q: 3 clusters Score -3991454 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3991495.500000 Penalty: 3105.595215
	Iteration 50Q: 3 clusters Score -3991496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3991528.250000 Penalty: 3105.595215
	Iteration 51Q: 3 clusters Score -3991528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3991554.000000 Penalty: 3105.595215
	Iteration 52Q: 3 clusters Score -3991554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3991593.000000 Penalty: 3105.595215
	Iteration 53Q: 3 clusters Score -3991593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3991639.250000 Penalty: 3105.595215
	Iteration 54Q: 3 clusters Score -3991639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3991687.750000 Penalty: 3105.595215
	Iteration 55Q: 3 clusters Score -3991688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3991724.750000 Penalty: 3105.595215
	Iteration 56Q: 3 clusters Score -3991725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3991764.750000 Penalty: 3105.595215
	Iteration 57Q: 3 clusters Score -3991765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3991806.250000 Penalty: 3105.595215
	Iteration 58Q: 3 clusters Score -3991806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3991834.500000 Penalty: 3105.595215
	Iteration 59Q: 3 clusters Score -3991834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3991870.750000 Penalty: 3105.595215
	Iteration 60F: 3 clusters Score -3991871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3991884.500000 Penalty: 3105.595215
	Iteration 61Q: 3 clusters Score -3991884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3991902.500000 Penalty: 3105.595215
	Iteration 62Q: 3 clusters Score -3991902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3991924.250000 Penalty: 3105.595215
	Iteration 63Q: 3 clusters Score -3991924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3991933.500000 Penalty: 3105.595215
	Iteration 64Q: 3 clusters Score -3991934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3991942.500000 Penalty: 3105.595215
	Iteration 65Q: 3 clusters Score -3991942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3991955.500000 Penalty: 3105.595215
	Iteration 66Q: 3 clusters Score -3991956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3991966.500000 Penalty: 3105.595215
	Iteration 67Q: 3 clusters Score -3991966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3991969.000000 Penalty: 3105.595215
	Iteration 68Q: 3 clusters Score -3991969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3991964.500000 Penalty: 3105.595215
	Iteration 69Q: 3 clusters Score -3991964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3991969.250000 Penalty: 3105.595215
	Iteration 70Q: 3 clusters Score -3991969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3991976.750000 Penalty: 3105.595215
	Iteration 71Q: 3 clusters Score -3991977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3991980.250000 Penalty: 3105.595215
	Iteration 72Q: 3 clusters Score -3991980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3991987.000000 Penalty: 3105.595215
	Iteration 73Q: 3 clusters Score -3991987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3991986.250000 Penalty: 3105.595215
	Iteration 74Q: 3 clusters Score -3991986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3991995.000000 Penalty: 3105.595215
	Iteration 75Q: 3 clusters Score -3991995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3991987.750000 Penalty: 3105.595215
	Iteration 76Q: 3 clusters Score -3991988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3991992.000000 Penalty: 3105.595215
	Iteration 77Q: 3 clusters Score -3991992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3991998.750000 Penalty: 3105.595215
	Iteration 78Q: 3 clusters Score -3991999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3991996.750000 Penalty: 3105.595215
	Iteration 79Q: 3 clusters Score -3991997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3991996.750000 Penalty: 3105.595215
	Iteration 80F: 3 clusters Score -3991997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -326604.781250 Penalty: 1191.842651
	Iteration 0F: 2 clusters Score -326604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -324128.875000 Penalty: 2383.685303
	Iteration 0F: 3 clusters Score -324128.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -324799.875000 Penalty: 2383.685303
	Iteration 1F: 3 clusters Score -324799.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -324984.031250 Penalty: 2383.685303
	Iteration 2F: 3 clusters Score -324984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -325077.156250 Penalty: 2383.685303
	Iteration 3Q: 3 clusters Score -325077.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -325128.156250 Penalty: 2383.685303
	Iteration 4Q: 3 clusters Score -325128.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -325154.031250 Penalty: 2383.685303
	Iteration 5Q: 3 clusters Score -325154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -325173.281250 Penalty: 2383.685303
	Iteration 6Q: 3 clusters Score -325173.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -325191.281250 Penalty: 2383.685303
	Iteration 7Q: 3 clusters Score -325191.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -325207.375000 Penalty: 2383.685303
	Iteration 8Q: 3 clusters Score -325207.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -325221.906250 Penalty: 2383.685303
	Iteration 9Q: 3 clusters Score -325221.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -325234.968750 Penalty: 2383.685303
	Iteration 10Q: 3 clusters Score -325235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -325241.781250 Penalty: 2383.685303
	Iteration 11Q: 3 clusters Score -325241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -325246.906250 Penalty: 2383.685303
	Iteration 12Q: 3 clusters Score -325246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -325248.781250 Penalty: 2383.685303
	Iteration 13Q: 3 clusters Score -325248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -325249.250000 Penalty: 2383.685303
	Iteration 14Q: 3 clusters Score -325249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -325249.093750 Penalty: 2383.685303
	Iteration 15Q: 3 clusters Score -325249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -325249.968750 Penalty: 2383.685303
	Iteration 16Q: 3 clusters Score -325250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -325249.968750 Penalty: 2383.685303
	Iteration 17F: 3 clusters Score -325250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Entering Unmasked Estep 
Score: -3630254.250000 Penalty: 1539.440552
	Iteration 0F: 2 clusters Score -3630254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3609899.250000 Penalty: 3078.881104
	Iteration 0F: 3 clusters Score -3609899 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3617953.500000 Penalty: 3078.881104
	Iteration 1F: 3 clusters Score -3617954 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3619399.750000 Penalty: 3078.881104
	Iteration 2F: 3 clusters Score -3619400 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3622241.750000 Penalty: 3078.881104
	Iteration 3F: 3 clusters Score -3622242 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3627350.750000 Penalty: 3078.881104
	Iteration 4F: 3 clusters Score -3627351 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3632408.750000 Penalty: 3078.881104
	Iteration 5F: 3 clusters Score -3632409 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3635401.750000 Penalty: 3078.881104
	Iteration 6F: 3 clusters Score -3635402 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3637258.500000 Penalty: 3078.881104
	Iteration 7Q: 3 clusters Score -3637258 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3638186.750000 Penalty: 3078.881104
	Iteration 8Q: 3 clusters Score -3638187 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3638416.000000 Penalty: 3078.881104
	Iteration 9Q: 3 clusters Score -3638416 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3638521.000000 Penalty: 3078.881104
	Iteration 10Q: 3 clusters Score -3638521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3638608.750000 Penalty: 3078.881104
	Iteration 11Q: 3 clusters Score -3638609 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3638670.750000 Penalty: 3078.881104
	Iteration 12Q: 3 clusters Score -3638671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3638734.000000 Penalty: 3078.881104
	Iteration 13Q: 3 clusters Score -3638734 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3638828.000000 Penalty: 3078.881104
	Iteration 14Q: 3 clusters Score -3638828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3638922.750000 Penalty: 3078.881104
	Iteration 15Q: 3 clusters Score -3638923 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3639036.000000 Penalty: 3078.881104
	Iteration 16Q: 3 clusters Score -3639036 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3639148.000000 Penalty: 3078.881104
	Iteration 17Q: 3 clusters Score -3639148 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3639252.000000 Penalty: 3078.881104
	Iteration 18Q: 3 clusters Score -3639252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3639320.000000 Penalty: 3078.881104
	Iteration 19Q: 3 clusters Score -3639320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3639404.500000 Penalty: 3078.881104
	Iteration 20F: 3 clusters Score -3639404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3639459.250000 Penalty: 3078.881104
	Iteration 21Q: 3 clusters Score -3639459 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3639506.500000 Penalty: 3078.881104
	Iteration 22Q: 3 clusters Score -3639506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3639537.750000 Penalty: 3078.881104
	Iteration 23Q: 3 clusters Score -3639538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3639570.750000 Penalty: 3078.881104
	Iteration 24Q: 3 clusters Score -3639571 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3639578.250000 Penalty: 3078.881104
	Iteration 25Q: 3 clusters Score -3639578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3639597.000000 Penalty: 3078.881104
	Iteration 26Q: 3 clusters Score -3639597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3639598.750000 Penalty: 3078.881104
	Iteration 27Q: 3 clusters Score -3639599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3639601.750000 Penalty: 3078.881104
	Iteration 28Q: 3 clusters Score -3639602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3639610.750000 Penalty: 3078.881104
	Iteration 29Q: 3 clusters Score -3639611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3639618.500000 Penalty: 3078.881104
	Iteration 30Q: 3 clusters Score -3639618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3639621.250000 Penalty: 3078.881104
	Iteration 31Q: 3 clusters Score -3639621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3639620.750000 Penalty: 3078.881104
	Iteration 32Q: 3 clusters Score -3639621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3639618.750000 Penalty: 3078.881104
	Iteration 33Q: 3 clusters Score -3639619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3639620.000000 Penalty: 3078.881104
	Iteration 34Q: 3 clusters Score -3639620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3639623.250000 Penalty: 3078.881104
	Iteration 35Q: 3 clusters Score -3639623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3639621.750000 Penalty: 3078.881104
	Iteration 36Q: 3 clusters Score -3639622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3639626.500000 Penalty: 3078.881104
	Iteration 37Q: 3 clusters Score -3639626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3639627.750000 Penalty: 3078.881104
	Iteration 38Q: 3 clusters Score -3639628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3639626.000000 Penalty: 3078.881104
	Iteration 39Q: 3 clusters Score -3639626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3639626.000000 Penalty: 3078.881104
	Iteration 40F: 3 clusters Score -3639626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Entering Unmasked Estep 
Score: -110970728.000000 Penalty: 86365.070312
Splitting cluster 21 changes total score from -110882800.000000 to -110970728.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (12555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Entering Unmasked Estep 
Score: -1360409.500000 Penalty: 1404.355713
	Iteration 0F: 2 clusters Score -1360410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1352065.750000 Penalty: 2808.711426
	Iteration 0F: 3 clusters Score -1352066 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1354915.625000 Penalty: 2808.711426
	Iteration 1F: 3 clusters Score -1354916 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1355245.375000 Penalty: 2808.711426
	Iteration 2F: 3 clusters Score -1355245 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1355539.875000 Penalty: 2808.711426
	Iteration 3F: 3 clusters Score -1355540 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1355797.250000 Penalty: 2808.711426
	Iteration 4Q: 3 clusters Score -1355797 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1356088.500000 Penalty: 2808.711426
	Iteration 5Q: 3 clusters Score -1356088 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1356486.625000 Penalty: 2808.711426
	Iteration 6Q: 3 clusters Score -1356487 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1356984.000000 Penalty: 2808.711426
	Iteration 7Q: 3 clusters Score -1356984 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1357528.625000 Penalty: 2808.711426
	Iteration 8F: 3 clusters Score -1357529 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1357982.375000 Penalty: 2808.711426
	Iteration 9F: 3 clusters Score -1357982 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1358327.250000 Penalty: 2808.711426
	Iteration 10Q: 3 clusters Score -1358327 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1358556.625000 Penalty: 2808.711426
	Iteration 11Q: 3 clusters Score -1358557 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1358711.250000 Penalty: 2808.711426
	Iteration 12Q: 3 clusters Score -1358711 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1358816.000000 Penalty: 2808.711426
	Iteration 13Q: 3 clusters Score -1358816 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1358885.500000 Penalty: 2808.711426
	Iteration 14Q: 3 clusters Score -1358886 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1358954.500000 Penalty: 2808.711426
	Iteration 15Q: 3 clusters Score -1358954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1359004.500000 Penalty: 2808.711426
	Iteration 16Q: 3 clusters Score -1359004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1359050.125000 Penalty: 2808.711426
	Iteration 17Q: 3 clusters Score -1359050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1359086.000000 Penalty: 2808.711426
	Iteration 18Q: 3 clusters Score -1359086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1359121.375000 Penalty: 2808.711426
	Iteration 19Q: 3 clusters Score -1359121 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1359151.750000 Penalty: 2808.711426
	Iteration 20F: 3 clusters Score -1359152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1359186.750000 Penalty: 2808.711426
	Iteration 21Q: 3 clusters Score -1359187 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1359213.125000 Penalty: 2808.711426
	Iteration 22Q: 3 clusters Score -1359213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1359231.375000 Penalty: 2808.711426
	Iteration 23Q: 3 clusters Score -1359231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1359253.000000 Penalty: 2808.711426
	Iteration 24Q: 3 clusters Score -1359253 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1359273.750000 Penalty: 2808.711426
	Iteration 25Q: 3 clusters Score -1359274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1359298.750000 Penalty: 2808.711426
	Iteration 26Q: 3 clusters Score -1359299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1359335.125000 Penalty: 2808.711426
	Iteration 27Q: 3 clusters Score -1359335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1359360.250000 Penalty: 2808.711426
	Iteration 28Q: 3 clusters Score -1359360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1359386.250000 Penalty: 2808.711426
	Iteration 29Q: 3 clusters Score -1359386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1359412.250000 Penalty: 2808.711426
	Iteration 30Q: 3 clusters Score -1359412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1359432.750000 Penalty: 2808.711426
	Iteration 31Q: 3 clusters Score -1359433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1359462.000000 Penalty: 2808.711426
	Iteration 32Q: 3 clusters Score -1359462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1359495.125000 Penalty: 2808.711426
	Iteration 33Q: 3 clusters Score -1359495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1359533.625000 Penalty: 2808.711426
	Iteration 34Q: 3 clusters Score -1359534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1359572.375000 Penalty: 2808.711426
	Iteration 35Q: 3 clusters Score -1359572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1359626.250000 Penalty: 2808.711426
	Iteration 36Q: 3 clusters Score -1359626 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1359684.625000 Penalty: 2808.711426
	Iteration 37Q: 3 clusters Score -1359685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1359746.625000 Penalty: 2808.711426
	Iteration 38Q: 3 clusters Score -1359747 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1359830.625000 Penalty: 2808.711426
	Iteration 39Q: 3 clusters Score -1359831 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1359921.375000 Penalty: 2808.711426
	Iteration 40F: 3 clusters Score -1359921 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1360025.875000 Penalty: 2808.711426
	Iteration 41Q: 3 clusters Score -1360026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1360170.625000 Penalty: 2808.711426
	Iteration 42Q: 3 clusters Score -1360171 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1360319.250000 Penalty: 2808.711426
	Iteration 43Q: 3 clusters Score -1360319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1360456.125000 Penalty: 2808.711426
	Iteration 44Q: 3 clusters Score -1360456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1360551.875000 Penalty: 2808.711426
	Iteration 45Q: 3 clusters Score -1360552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1360616.000000 Penalty: 2808.711426
	Iteration 46Q: 3 clusters Score -1360616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1360647.125000 Penalty: 2808.711426
	Iteration 47Q: 3 clusters Score -1360647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1360679.500000 Penalty: 2808.711426
	Iteration 48Q: 3 clusters Score -1360680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1360698.000000 Penalty: 2808.711426
	Iteration 49Q: 3 clusters Score -1360698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1360719.125000 Penalty: 2808.711426
	Iteration 50Q: 3 clusters Score -1360719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1360735.000000 Penalty: 2808.711426
	Iteration 51Q: 3 clusters Score -1360735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1360742.500000 Penalty: 2808.711426
	Iteration 52Q: 3 clusters Score -1360742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1360748.125000 Penalty: 2808.711426
	Iteration 53Q: 3 clusters Score -1360748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1360757.750000 Penalty: 2808.711426
	Iteration 54Q: 3 clusters Score -1360758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1360758.125000 Penalty: 2808.711426
	Iteration 55Q: 3 clusters Score -1360758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1360758.000000 Penalty: 2808.711426
	Iteration 56Q: 3 clusters Score -1360758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1360759.500000 Penalty: 2808.711426
	Iteration 57Q: 3 clusters Score -1360760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1360757.625000 Penalty: 2808.711426
	Iteration 58Q: 3 clusters Score -1360758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1360758.750000 Penalty: 2808.711426
	Iteration 59Q: 3 clusters Score -1360759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1360758.750000 Penalty: 2808.711426
	Iteration 60F: 3 clusters Score -1360759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 24544 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Entering Unmasked Estep 
Score: -110970632.000000 Penalty: 88421.382812
Splitting cluster 22 changes total score from -110882800.000000 to -110970632.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 23 (24544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Entering Unmasked Estep 
Score: -2700403.000000 Penalty: 1504.103638
	Iteration 0F: 2 clusters Score -2700403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2684435.750000 Penalty: 3008.207275
	Iteration 0F: 3 clusters Score -2684436 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2690709.750000 Penalty: 3008.207275
	Iteration 1F: 3 clusters Score -2690710 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2691699.000000 Penalty: 3008.207275
	Iteration 2F: 3 clusters Score -2691699 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2692983.250000 Penalty: 3008.207275
	Iteration 3F: 3 clusters Score -2692983 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2694590.000000 Penalty: 3008.207275
	Iteration 4F: 3 clusters Score -2694590 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2696424.250000 Penalty: 3008.207275
	Iteration 5F: 3 clusters Score -2696424 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2698140.750000 Penalty: 3008.207275
	Iteration 6F: 3 clusters Score -2698141 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2699553.250000 Penalty: 3008.207275
	Iteration 7F: 3 clusters Score -2699553 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2700663.750000 Penalty: 3008.207275
	Iteration 8F: 3 clusters Score -2700664 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2701474.250000 Penalty: 3008.207275
	Iteration 9Q: 3 clusters Score -2701474 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2701862.750000 Penalty: 3008.207275
	Iteration 10Q: 3 clusters Score -2701863 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2702044.500000 Penalty: 3008.207275
	Iteration 11Q: 3 clusters Score -2702044 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2702159.750000 Penalty: 3008.207275
	Iteration 12Q: 3 clusters Score -2702160 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2702229.750000 Penalty: 3008.207275
	Iteration 13Q: 3 clusters Score -2702230 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2702276.500000 Penalty: 3008.207275
	Iteration 14Q: 3 clusters Score -2702276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2702309.250000 Penalty: 3008.207275
	Iteration 15Q: 3 clusters Score -2702309 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2702338.750000 Penalty: 3008.207275
	Iteration 16Q: 3 clusters Score -2702339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2702363.750000 Penalty: 3008.207275
	Iteration 17Q: 3 clusters Score -2702364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2702381.000000 Penalty: 3008.207275
	Iteration 18Q: 3 clusters Score -2702381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2702397.000000 Penalty: 3008.207275
	Iteration 19Q: 3 clusters Score -2702397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2702412.250000 Penalty: 3008.207275
	Iteration 20F: 3 clusters Score -2702412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2702411.250000 Penalty: 3008.207275
	Iteration 21Q: 3 clusters Score -2702411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2702421.000000 Penalty: 3008.207275
	Iteration 22Q: 3 clusters Score -2702421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2702425.750000 Penalty: 3008.207275
	Iteration 23Q: 3 clusters Score -2702426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2702419.250000 Penalty: 3008.207275
	Iteration 24Q: 3 clusters Score -2702419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2702420.500000 Penalty: 3008.207275
	Iteration 25Q: 3 clusters Score -2702420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2702418.000000 Penalty: 3008.207275
	Iteration 26Q: 3 clusters Score -2702418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2702416.500000 Penalty: 3008.207275
	Iteration 27Q: 3 clusters Score -2702416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2702415.500000 Penalty: 3008.207275
	Iteration 28Q: 3 clusters Score -2702416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2702416.500000 Penalty: 3008.207275
	Iteration 29Q: 3 clusters Score -2702416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2702421.000000 Penalty: 3008.207275
	Iteration 30Q: 3 clusters Score -2702421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2702423.500000 Penalty: 3008.207275
	Iteration 31Q: 3 clusters Score -2702424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2702427.000000 Penalty: 3008.207275
	Iteration 32Q: 3 clusters Score -2702427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2702421.500000 Penalty: 3008.207275
	Iteration 33Q: 3 clusters Score -2702422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2702419.500000 Penalty: 3008.207275
	Iteration 34Q: 3 clusters Score -2702420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2702425.250000 Penalty: 3008.207275
	Iteration 35Q: 3 clusters Score -2702425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2702423.250000 Penalty: 3008.207275
	Iteration 36Q: 3 clusters Score -2702423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2702424.250000 Penalty: 3008.207275
	Iteration 37Q: 3 clusters Score -2702424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2702424.750000 Penalty: 3008.207275
	Iteration 38Q: 3 clusters Score -2702425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2702429.000000 Penalty: 3008.207275
	Iteration 39Q: 3 clusters Score -2702429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2702427.750000 Penalty: 3008.207275
	Iteration 40F: 3 clusters Score -2702428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2702428.250000 Penalty: 3008.207275
	Iteration 41Q: 3 clusters Score -2702428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2702429.000000 Penalty: 3008.207275
	Iteration 42Q: 3 clusters Score -2702429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2702430.500000 Penalty: 3008.207275
	Iteration 43Q: 3 clusters Score -2702430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2702431.750000 Penalty: 3008.207275
	Iteration 44Q: 3 clusters Score -2702432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2702431.750000 Penalty: 3008.207275
	Iteration 45F: 3 clusters Score -2702432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Mstep: Class 44 contains 14397 members 
Entering Unmasked Estep 
Score: -110972392.000000 Penalty: 90477.687500
Splitting cluster 23 changes total score from -110882800.000000 to -110972392.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 24 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -1911178.625000 Penalty: 1449.866943
	Iteration 0F: 2 clusters Score -1911179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1899899.750000 Penalty: 2899.733887
	Iteration 0F: 3 clusters Score -1899900 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1903867.125000 Penalty: 2899.733887
	Iteration 1F: 3 clusters Score -1903867 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1904361.875000 Penalty: 2899.733887
	Iteration 2F: 3 clusters Score -1904362 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1904830.250000 Penalty: 2899.733887
	Iteration 3F: 3 clusters Score -1904830 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1905333.250000 Penalty: 2899.733887
	Iteration 4F: 3 clusters Score -1905333 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1905824.125000 Penalty: 2899.733887
	Iteration 5F: 3 clusters Score -1905824 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1906376.125000 Penalty: 2899.733887
	Iteration 6F: 3 clusters Score -1906376 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1907107.125000 Penalty: 2899.733887
	Iteration 7F: 3 clusters Score -1907107 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1907916.125000 Penalty: 2899.733887
	Iteration 8F: 3 clusters Score -1907916 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1908823.375000 Penalty: 2899.733887
	Iteration 9F: 3 clusters Score -1908823 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1909626.375000 Penalty: 2899.733887
	Iteration 10F: 3 clusters Score -1909626 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1910160.500000 Penalty: 2899.733887
	Iteration 11Q: 3 clusters Score -1910160 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1910466.000000 Penalty: 2899.733887
	Iteration 12Q: 3 clusters Score -1910466 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1910616.625000 Penalty: 2899.733887
	Iteration 13Q: 3 clusters Score -1910617 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1910718.500000 Penalty: 2899.733887
	Iteration 14Q: 3 clusters Score -1910718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1910801.250000 Penalty: 2899.733887
	Iteration 15Q: 3 clusters Score -1910801 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1910858.875000 Penalty: 2899.733887
	Iteration 16Q: 3 clusters Score -1910859 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1910912.625000 Penalty: 2899.733887
	Iteration 17Q: 3 clusters Score -1910913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1910940.375000 Penalty: 2899.733887
	Iteration 18Q: 3 clusters Score -1910940 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1910974.750000 Penalty: 2899.733887
	Iteration 19Q: 3 clusters Score -1910975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1911004.625000 Penalty: 2899.733887
	Iteration 20F: 3 clusters Score -1911005 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1911030.125000 Penalty: 2899.733887
	Iteration 21Q: 3 clusters Score -1911030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1911046.375000 Penalty: 2899.733887
	Iteration 22Q: 3 clusters Score -1911046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1911069.500000 Penalty: 2899.733887
	Iteration 23Q: 3 clusters Score -1911070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1911099.875000 Penalty: 2899.733887
	Iteration 24Q: 3 clusters Score -1911100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1911115.125000 Penalty: 2899.733887
	Iteration 25Q: 3 clusters Score -1911115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1911139.000000 Penalty: 2899.733887
	Iteration 26Q: 3 clusters Score -1911139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1911158.750000 Penalty: 2899.733887
	Iteration 27Q: 3 clusters Score -1911159 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1911183.250000 Penalty: 2899.733887
	Iteration 28Q: 3 clusters Score -1911183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1911222.000000 Penalty: 2899.733887
	Iteration 29Q: 3 clusters Score -1911222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1911252.500000 Penalty: 2899.733887
	Iteration 30Q: 3 clusters Score -1911252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1911280.625000 Penalty: 2899.733887
	Iteration 31Q: 3 clusters Score -1911281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1911325.000000 Penalty: 2899.733887
	Iteration 32Q: 3 clusters Score -1911325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1911391.875000 Penalty: 2899.733887
	Iteration 33Q: 3 clusters Score -1911392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1911478.750000 Penalty: 2899.733887
	Iteration 34Q: 3 clusters Score -1911479 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1911565.875000 Penalty: 2899.733887
	Iteration 35Q: 3 clusters Score -1911566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1911640.375000 Penalty: 2899.733887
	Iteration 36Q: 3 clusters Score -1911640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1911697.875000 Penalty: 2899.733887
	Iteration 37Q: 3 clusters Score -1911698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1911731.000000 Penalty: 2899.733887
	Iteration 38Q: 3 clusters Score -1911731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1911752.625000 Penalty: 2899.733887
	Iteration 39Q: 3 clusters Score -1911753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1911780.125000 Penalty: 2899.733887
	Iteration 40F: 3 clusters Score -1911780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1911796.000000 Penalty: 2899.733887
	Iteration 41Q: 3 clusters Score -1911796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1911812.000000 Penalty: 2899.733887
	Iteration 42Q: 3 clusters Score -1911812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1911830.500000 Penalty: 2899.733887
	Iteration 43Q: 3 clusters Score -1911830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1911839.125000 Penalty: 2899.733887
	Iteration 44Q: 3 clusters Score -1911839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1911850.625000 Penalty: 2899.733887
	Iteration 45Q: 3 clusters Score -1911851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1911854.000000 Penalty: 2899.733887
	Iteration 46Q: 3 clusters Score -1911854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1911853.875000 Penalty: 2899.733887
	Iteration 47Q: 3 clusters Score -1911854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1911856.000000 Penalty: 2899.733887
	Iteration 48Q: 3 clusters Score -1911856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1911858.875000 Penalty: 2899.733887
	Iteration 49Q: 3 clusters Score -1911859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1911856.750000 Penalty: 2899.733887
	Iteration 50Q: 3 clusters Score -1911857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1911859.500000 Penalty: 2899.733887
	Iteration 51Q: 3 clusters Score -1911860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1911861.375000 Penalty: 2899.733887
	Iteration 52Q: 3 clusters Score -1911861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1911861.375000 Penalty: 2899.733887
	Iteration 53F: 3 clusters Score -1911861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Mstep: Class 44 contains 14397 members 
Mstep: Class 45 contains 13318 members 
Entering Unmasked Estep 
Score: -110972256.000000 Penalty: 92534.007812
Splitting cluster 24 changes total score from -110882800.000000 to -110972256.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -128968.507812 Penalty: 1092.798096
	Iteration 0F: 2 clusters Score -128968.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -127433.390625 Penalty: 2185.596191
	Iteration 0F: 3 clusters Score -127433.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128112.179688 Penalty: 2185.596191
	Iteration 1F: 3 clusters Score -128112.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128934.078125 Penalty: 2185.596191
	Iteration 2F: 3 clusters Score -128934.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129577.171875 Penalty: 2185.596191
	Iteration 3F: 3 clusters Score -129577.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130037.945312 Penalty: 2185.596191
	Iteration 4F: 3 clusters Score -130037.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -130261.851562 Penalty: 2185.596191
	Iteration 5F: 3 clusters Score -130261.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -130323.062500 Penalty: 2185.596191
	Iteration 6Q: 3 clusters Score -130323.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -130367.085938 Penalty: 2185.596191
	Iteration 7Q: 3 clusters Score -130367.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130407.164062 Penalty: 2185.596191
	Iteration 8Q: 3 clusters Score -130407.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -130447.679688 Penalty: 2185.596191
	Iteration 9Q: 3 clusters Score -130447.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -130492.093750 Penalty: 2185.596191
	Iteration 10Q: 3 clusters Score -130492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130538.640625 Penalty: 2185.596191
	Iteration 11Q: 3 clusters Score -130538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -130566.398438 Penalty: 2185.596191
	Iteration 12Q: 3 clusters Score -130566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130616.734375 Penalty: 2185.596191
	Iteration 13Q: 3 clusters Score -130616.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -130667.484375 Penalty: 2185.596191
	Iteration 14Q: 3 clusters Score -130667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -130710.515625 Penalty: 2185.596191
	Iteration 15Q: 3 clusters Score -130710.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -130746.085938 Penalty: 2185.596191
	Iteration 16Q: 3 clusters Score -130746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -130762.210938 Penalty: 2185.596191
	Iteration 17Q: 3 clusters Score -130762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130766.125000 Penalty: 2185.596191
	Iteration 18Q: 3 clusters Score -130766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -130766.617188 Penalty: 2185.596191
	Iteration 19Q: 3 clusters Score -130766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -130770.304688 Penalty: 2185.596191
	Iteration 20F: 3 clusters Score -130770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130776.734375 Penalty: 2185.596191
	Iteration 21Q: 3 clusters Score -130776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -130789.210938 Penalty: 2185.596191
	Iteration 22Q: 3 clusters Score -130789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -130794.640625 Penalty: 2185.596191
	Iteration 23Q: 3 clusters Score -130794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -130803.664062 Penalty: 2185.596191
	Iteration 24Q: 3 clusters Score -130803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130807.226562 Penalty: 2185.596191
	Iteration 25Q: 3 clusters Score -130807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -130814.078125 Penalty: 2185.596191
	Iteration 26Q: 3 clusters Score -130814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -130816.984375 Penalty: 2185.596191
	Iteration 27Q: 3 clusters Score -130817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -130817.953125 Penalty: 2185.596191
	Iteration 28Q: 3 clusters Score -130818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -130817.953125 Penalty: 2185.596191
	Iteration 29F: 3 clusters Score -130818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Mstep: Class 44 contains 14397 members 
Mstep: Class 45 contains 13318 members 
Mstep: Class 46 contains 1001 members 
Entering Unmasked Estep 
Score: -110973216.000000 Penalty: 94590.312500
Splitting cluster 25 changes total score from -110882800.000000 to -110973216.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (58777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Entering Unmasked Estep 
Score: -6564870.000000 Penalty: 1634.048218
	Iteration 0F: 2 clusters Score -6564870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -6526328.000000 Penalty: 3268.096436
	Iteration 0F: 3 clusters Score -6526328 nChanged 27507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -6542275.500000 Penalty: 3268.096436
	Iteration 1F: 3 clusters Score -6542276 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -6543183.500000 Penalty: 3268.096436
	Iteration 2Q: 3 clusters Score -6543184 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -6544377.000000 Penalty: 3268.096436
	Iteration 3Q: 3 clusters Score -6544377 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -6545897.000000 Penalty: 3268.096436
	Iteration 4F: 3 clusters Score -6545897 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -6547950.000000 Penalty: 3268.096436
	Iteration 5F: 3 clusters Score -6547950 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -6550583.500000 Penalty: 3268.096436
	Iteration 6F: 3 clusters Score -6550584 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -6553667.500000 Penalty: 3268.096436
	Iteration 7F: 3 clusters Score -6553668 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -6556532.000000 Penalty: 3268.096436
	Iteration 8F: 3 clusters Score -6556532 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6558616.500000 Penalty: 3268.096436
	Iteration 9Q: 3 clusters Score -6558616 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -6559909.500000 Penalty: 3268.096436
	Iteration 10Q: 3 clusters Score -6559910 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -6560724.000000 Penalty: 3268.096436
	Iteration 11Q: 3 clusters Score -6560724 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6561292.000000 Penalty: 3268.096436
	Iteration 12Q: 3 clusters Score -6561292 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6561691.500000 Penalty: 3268.096436
	Iteration 13Q: 3 clusters Score -6561692 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -6562032.500000 Penalty: 3268.096436
	Iteration 14Q: 3 clusters Score -6562032 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6562337.500000 Penalty: 3268.096436
	Iteration 15Q: 3 clusters Score -6562338 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -6562566.500000 Penalty: 3268.096436
	Iteration 16Q: 3 clusters Score -6562566 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -6562767.500000 Penalty: 3268.096436
	Iteration 17Q: 3 clusters Score -6562768 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -6562900.500000 Penalty: 3268.096436
	Iteration 18Q: 3 clusters Score -6562900 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -6563088.500000 Penalty: 3268.096436
	Iteration 19Q: 3 clusters Score -6563088 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -6563224.000000 Penalty: 3268.096436
	Iteration 20F: 3 clusters Score -6563224 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -6563357.000000 Penalty: 3268.096436
	Iteration 21Q: 3 clusters Score -6563357 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -6563470.500000 Penalty: 3268.096436
	Iteration 22Q: 3 clusters Score -6563470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -6563598.000000 Penalty: 3268.096436
	Iteration 23Q: 3 clusters Score -6563598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -6563679.500000 Penalty: 3268.096436
	Iteration 24Q: 3 clusters Score -6563680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -6563750.500000 Penalty: 3268.096436
	Iteration 25Q: 3 clusters Score -6563750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -6563781.000000 Penalty: 3268.096436
	Iteration 26Q: 3 clusters Score -6563781 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -6563821.000000 Penalty: 3268.096436
	Iteration 27Q: 3 clusters Score -6563821 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -6563864.000000 Penalty: 3268.096436
	Iteration 28Q: 3 clusters Score -6563864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -6563899.500000 Penalty: 3268.096436
	Iteration 29Q: 3 clusters Score -6563900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -6563923.000000 Penalty: 3268.096436
	Iteration 30Q: 3 clusters Score -6563923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -6563948.500000 Penalty: 3268.096436
	Iteration 31Q: 3 clusters Score -6563948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -6563993.500000 Penalty: 3268.096436
	Iteration 32Q: 3 clusters Score -6563994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -6564017.500000 Penalty: 3268.096436
	Iteration 33Q: 3 clusters Score -6564018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -6564039.500000 Penalty: 3268.096436
	Iteration 34Q: 3 clusters Score -6564040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -6564049.000000 Penalty: 3268.096436
	Iteration 35Q: 3 clusters Score -6564049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -6564056.000000 Penalty: 3268.096436
	Iteration 36Q: 3 clusters Score -6564056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -6564057.500000 Penalty: 3268.096436
	Iteration 37Q: 3 clusters Score -6564058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -6564070.000000 Penalty: 3268.096436
	Iteration 38Q: 3 clusters Score -6564070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -6564081.500000 Penalty: 3268.096436
	Iteration 39Q: 3 clusters Score -6564082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6564073.000000 Penalty: 3268.096436
	Iteration 40F: 3 clusters Score -6564073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -6564073.500000 Penalty: 3268.096436
	Iteration 41Q: 3 clusters Score -6564074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -6564078.500000 Penalty: 3268.096436
	Iteration 42Q: 3 clusters Score -6564078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -6564076.000000 Penalty: 3268.096436
	Iteration 43Q: 3 clusters Score -6564076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -6564087.500000 Penalty: 3268.096436
	Iteration 44Q: 3 clusters Score -6564088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -6564087.000000 Penalty: 3268.096436
	Iteration 45Q: 3 clusters Score -6564087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -6564104.500000 Penalty: 3268.096436
	Iteration 46Q: 3 clusters Score -6564104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -6564094.000000 Penalty: 3268.096436
	Iteration 47Q: 3 clusters Score -6564094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -6564087.500000 Penalty: 3268.096436
	Iteration 48Q: 3 clusters Score -6564088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -6564095.000000 Penalty: 3268.096436
	Iteration 49Q: 3 clusters Score -6564095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -6564105.000000 Penalty: 3268.096436
	Iteration 50Q: 3 clusters Score -6564105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -6564112.000000 Penalty: 3268.096436
	Iteration 51Q: 3 clusters Score -6564112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -6564110.000000 Penalty: 3268.096436
	Iteration 52Q: 3 clusters Score -6564110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -6564117.500000 Penalty: 3268.096436
	Iteration 53Q: 3 clusters Score -6564118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -6564117.500000 Penalty: 3268.096436
	Iteration 54Q: 3 clusters Score -6564118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -6564119.500000 Penalty: 3268.096436
	Iteration 55Q: 3 clusters Score -6564120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -6564119.500000 Penalty: 3268.096436
	Iteration 56F: 3 clusters Score -6564120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -378609.093750 Penalty: 1233.071899
	Iteration 0F: 2 clusters Score -378609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -375538.968750 Penalty: 2466.143799
	Iteration 0F: 3 clusters Score -375539 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -376693.843750 Penalty: 2466.143799
	Iteration 1F: 3 clusters Score -376693.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -377157.781250 Penalty: 2466.143799
	Iteration 2F: 3 clusters Score -377157.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -377567.625000 Penalty: 2466.143799
	Iteration 3F: 3 clusters Score -377567.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -377879.906250 Penalty: 2466.143799
	Iteration 4F: 3 clusters Score -377879.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -378090.156250 Penalty: 2466.143799
	Iteration 5F: 3 clusters Score -378090.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -378257.687500 Penalty: 2466.143799
	Iteration 6Q: 3 clusters Score -378257.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -378371.781250 Penalty: 2466.143799
	Iteration 7Q: 3 clusters Score -378371.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -378497.562500 Penalty: 2466.143799
	Iteration 8Q: 3 clusters Score -378497.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -378588.562500 Penalty: 2466.143799
	Iteration 9Q: 3 clusters Score -378588.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378674.687500 Penalty: 2466.143799
	Iteration 10Q: 3 clusters Score -378674.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -378747.375000 Penalty: 2466.143799
	Iteration 11Q: 3 clusters Score -378747.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -378802.062500 Penalty: 2466.143799
	Iteration 12Q: 3 clusters Score -378802.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -378848.125000 Penalty: 2466.143799
	Iteration 13Q: 3 clusters Score -378848.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -378890.656250 Penalty: 2466.143799
	Iteration 14Q: 3 clusters Score -378890.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -378913.218750 Penalty: 2466.143799
	Iteration 15Q: 3 clusters Score -378913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -378924.312500 Penalty: 2466.143799
	Iteration 16Q: 3 clusters Score -378924.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378934.781250 Penalty: 2466.143799
	Iteration 17Q: 3 clusters Score -378934.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -378947.125000 Penalty: 2466.143799
	Iteration 18Q: 3 clusters Score -378947.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -378958.281250 Penalty: 2466.143799
	Iteration 19Q: 3 clusters Score -378958.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -378978.906250 Penalty: 2466.143799
	Iteration 20F: 3 clusters Score -378978.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -378999.281250 Penalty: 2466.143799
	Iteration 21Q: 3 clusters Score -378999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379013.531250 Penalty: 2466.143799
	Iteration 22Q: 3 clusters Score -379013.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -379023.156250 Penalty: 2466.143799
	Iteration 23Q: 3 clusters Score -379023.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379030.812500 Penalty: 2466.143799
	Iteration 24Q: 3 clusters Score -379030.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379037.031250 Penalty: 2466.143799
	Iteration 25Q: 3 clusters Score -379037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -379039.875000 Penalty: 2466.143799
	Iteration 26Q: 3 clusters Score -379039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379042.812500 Penalty: 2466.143799
	Iteration 27Q: 3 clusters Score -379042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -379046.093750 Penalty: 2466.143799
	Iteration 28Q: 3 clusters Score -379046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379047.375000 Penalty: 2466.143799
	Iteration 29Q: 3 clusters Score -379047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379047.531250 Penalty: 2466.143799
	Iteration 30Q: 3 clusters Score -379047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379048.781250 Penalty: 2466.143799
	Iteration 31Q: 3 clusters Score -379048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379049.687500 Penalty: 2466.143799
	Iteration 32Q: 3 clusters Score -379049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379050.000000 Penalty: 2466.143799
	Iteration 33Q: 3 clusters Score -379050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379050.000000 Penalty: 2466.143799
	Iteration 34F: 3 clusters Score -379050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 91102 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Mstep: Class 44 contains 14397 members 
Mstep: Class 45 contains 13318 members 
Mstep: Class 46 contains 1001 members 
Mstep: Class 47 contains 1614 members 
Entering Unmasked Estep 
Score: -110972880.000000 Penalty: 96646.625000
Splitting cluster 27 changes total score from -110882800.000000 to -110972880.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -407434.781250 Penalty: 1224.947510
	Iteration 0F: 2 clusters Score -407434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -404533.750000 Penalty: 2449.895020
	Iteration 0F: 3 clusters Score -404533.8 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -405309.625000 Penalty: 2449.895020
	Iteration 1F: 3 clusters Score -405309.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -405495.531250 Penalty: 2449.895020
	Iteration 2F: 3 clusters Score -405495.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -405606.625000 Penalty: 2449.895020
	Iteration 3Q: 3 clusters Score -405606.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -405687.125000 Penalty: 2449.895020
	Iteration 4Q: 3 clusters Score -405687.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -405753.062500 Penalty: 2449.895020
	Iteration 5Q: 3 clusters Score -405753.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -405816.968750 Penalty: 2449.895020
	Iteration 6Q: 3 clusters Score -405817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -405869.343750 Penalty: 2449.895020
	Iteration 7Q: 3 clusters Score -405869.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -405921.312500 Penalty: 2449.895020
	Iteration 8Q: 3 clusters Score -405921.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -405965.093750 Penalty: 2449.895020
	Iteration 9Q: 3 clusters Score -405965.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406006.031250 Penalty: 2449.895020
	Iteration 10Q: 3 clusters Score -406006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -406046.875000 Penalty: 2449.895020
	Iteration 11Q: 3 clusters Score -406046.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -406091.218750 Penalty: 2449.895020
	Iteration 12Q: 3 clusters Score -406091.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -406145.062500 Penalty: 2449.895020
	Iteration 13Q: 3 clusters Score -406145.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -406192.687500 Penalty: 2449.895020
	Iteration 14Q: 3 clusters Score -406192.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -406223.843750 Penalty: 2449.895020
	Iteration 15Q: 3 clusters Score -406223.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -406255.062500 Penalty: 2449.895020
	Iteration 16Q: 3 clusters Score -406255.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -406281.562500 Penalty: 2449.895020
	Iteration 17Q: 3 clusters Score -406281.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -406300.531250 Penalty: 2449.895020
	Iteration 18Q: 3 clusters Score -406300.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -406320.750000 Penalty: 2449.895020
	Iteration 19Q: 3 clusters Score -406320.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -406342.781250 Penalty: 2449.895020
	Iteration 20F: 3 clusters Score -406342.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -406362.812500 Penalty: 2449.895020
	Iteration 21Q: 3 clusters Score -406362.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -406388.750000 Penalty: 2449.895020
	Iteration 22Q: 3 clusters Score -406388.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -406413.375000 Penalty: 2449.895020
	Iteration 23Q: 3 clusters Score -406413.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -406442.281250 Penalty: 2449.895020
	Iteration 24Q: 3 clusters Score -406442.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -406479.031250 Penalty: 2449.895020
	Iteration 25Q: 3 clusters Score -406479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -406517.250000 Penalty: 2449.895020
	Iteration 26Q: 3 clusters Score -406517.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -406543.093750 Penalty: 2449.895020
	Iteration 27Q: 3 clusters Score -406543.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -406555.781250 Penalty: 2449.895020
	Iteration 28Q: 3 clusters Score -406555.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -406569.406250 Penalty: 2449.895020
	Iteration 29Q: 3 clusters Score -406569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -406582.218750 Penalty: 2449.895020
	Iteration 30Q: 3 clusters Score -406582.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -406596.031250 Penalty: 2449.895020
	Iteration 31Q: 3 clusters Score -406596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -406603.718750 Penalty: 2449.895020
	Iteration 32Q: 3 clusters Score -406603.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -406612.562500 Penalty: 2449.895020
	Iteration 33Q: 3 clusters Score -406612.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -406618.656250 Penalty: 2449.895020
	Iteration 34Q: 3 clusters Score -406618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -406622.062500 Penalty: 2449.895020
	Iteration 35Q: 3 clusters Score -406622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -406623.250000 Penalty: 2449.895020
	Iteration 36Q: 3 clusters Score -406623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -406623.906250 Penalty: 2449.895020
	Iteration 37Q: 3 clusters Score -406623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -406625.187500 Penalty: 2449.895020
	Iteration 38Q: 3 clusters Score -406625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -406626.750000 Penalty: 2449.895020
	Iteration 39Q: 3 clusters Score -406626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -406627.343750 Penalty: 2449.895020
	Iteration 40F: 3 clusters Score -406627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -406628.281250 Penalty: 2449.895020
	Iteration 41Q: 3 clusters Score -406628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -406629.718750 Penalty: 2449.895020
	Iteration 42Q: 3 clusters Score -406629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -406630.906250 Penalty: 2449.895020
	Iteration 43Q: 3 clusters Score -406630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -406632.250000 Penalty: 2449.895020
	Iteration 44Q: 3 clusters Score -406632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -406634.468750 Penalty: 2449.895020
	Iteration 45Q: 3 clusters Score -406634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -406635.906250 Penalty: 2449.895020
	Iteration 46Q: 3 clusters Score -406635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -406638.031250 Penalty: 2449.895020
	Iteration 47Q: 3 clusters Score -406638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -406638.812500 Penalty: 2449.895020
	Iteration 48Q: 3 clusters Score -406638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -406642.468750 Penalty: 2449.895020
	Iteration 49Q: 3 clusters Score -406642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -406644.125000 Penalty: 2449.895020
	Iteration 50Q: 3 clusters Score -406644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -406644.562500 Penalty: 2449.895020
	Iteration 51Q: 3 clusters Score -406644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -406648.593750 Penalty: 2449.895020
	Iteration 52Q: 3 clusters Score -406648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -406650.843750 Penalty: 2449.895020
	Iteration 53Q: 3 clusters Score -406650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -406652.437500 Penalty: 2449.895020
	Iteration 54Q: 3 clusters Score -406652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406653.312500 Penalty: 2449.895020
	Iteration 55Q: 3 clusters Score -406653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406654.187500 Penalty: 2449.895020
	Iteration 56Q: 3 clusters Score -406654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -406657.250000 Penalty: 2449.895020
	Iteration 57Q: 3 clusters Score -406657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -406660.031250 Penalty: 2449.895020
	Iteration 58Q: 3 clusters Score -406660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -406661.500000 Penalty: 2449.895020
	Iteration 59Q: 3 clusters Score -406661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -406664.093750 Penalty: 2449.895020
	Iteration 60F: 3 clusters Score -406664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -406666.031250 Penalty: 2449.895020
	Iteration 61Q: 3 clusters Score -406666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -406669.375000 Penalty: 2449.895020
	Iteration 62Q: 3 clusters Score -406669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -406672.187500 Penalty: 2449.895020
	Iteration 63Q: 3 clusters Score -406672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406673.687500 Penalty: 2449.895020
	Iteration 64Q: 3 clusters Score -406673.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -406675.156250 Penalty: 2449.895020
	Iteration 65Q: 3 clusters Score -406675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -406678.250000 Penalty: 2449.895020
	Iteration 66Q: 3 clusters Score -406678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -406680.531250 Penalty: 2449.895020
	Iteration 67Q: 3 clusters Score -406680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -406684.468750 Penalty: 2449.895020
	Iteration 68Q: 3 clusters Score -406684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -406689.281250 Penalty: 2449.895020
	Iteration 69Q: 3 clusters Score -406689.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -406693.968750 Penalty: 2449.895020
	Iteration 70Q: 3 clusters Score -406694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406702.906250 Penalty: 2449.895020
	Iteration 71Q: 3 clusters Score -406702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -406709.031250 Penalty: 2449.895020
	Iteration 72Q: 3 clusters Score -406709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -406715.656250 Penalty: 2449.895020
	Iteration 73Q: 3 clusters Score -406715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406722.812500 Penalty: 2449.895020
	Iteration 74Q: 3 clusters Score -406722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -406729.781250 Penalty: 2449.895020
	Iteration 75Q: 3 clusters Score -406729.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -406734.250000 Penalty: 2449.895020
	Iteration 76Q: 3 clusters Score -406734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -406738.093750 Penalty: 2449.895020
	Iteration 77Q: 3 clusters Score -406738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -406739.250000 Penalty: 2449.895020
	Iteration 78Q: 3 clusters Score -406739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -406741.031250 Penalty: 2449.895020
	Iteration 79Q: 3 clusters Score -406741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -406740.781250 Penalty: 2449.895020
	Iteration 80F: 3 clusters Score -406740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -406741.218750 Penalty: 2449.895020
	Iteration 81Q: 3 clusters Score -406741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -406741.750000 Penalty: 2449.895020
	Iteration 82Q: 3 clusters Score -406741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -406742.406250 Penalty: 2449.895020
	Iteration 83Q: 3 clusters Score -406742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -406742.406250 Penalty: 2449.895020
	Iteration 84F: 3 clusters Score -406742.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (69141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Entering Unmasked Estep 
Score: -8078296.500000 Penalty: 1658.212769
	Iteration 0F: 2 clusters Score -8078296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -8033403.000000 Penalty: 3316.425537
	Iteration 0F: 3 clusters Score -8033403 nChanged 32340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -8051588.000000 Penalty: 3316.425537
	Iteration 1F: 3 clusters Score -8051588 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -8052247.000000 Penalty: 3316.425537
	Iteration 2Q: 3 clusters Score -8052247 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -8052863.000000 Penalty: 3316.425537
	Iteration 3Q: 3 clusters Score -8052863 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8053544.500000 Penalty: 3316.425537
	Iteration 4Q: 3 clusters Score -8053544 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8054429.000000 Penalty: 3316.425537
	Iteration 5Q: 3 clusters Score -8054429 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8055709.000000 Penalty: 3316.425537
	Iteration 6Q: 3 clusters Score -8055709 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8057646.500000 Penalty: 3316.425537
	Iteration 7Q: 3 clusters Score -8057646 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -8060551.500000 Penalty: 3316.425537
	Iteration 8F: 3 clusters Score -8060552 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -8064468.500000 Penalty: 3316.425537
	Iteration 9F: 3 clusters Score -8064468 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -8068781.500000 Penalty: 3316.425537
	Iteration 10F: 3 clusters Score -8068782 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -8072417.500000 Penalty: 3316.425537
	Iteration 11F: 3 clusters Score -8072418 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8074775.000000 Penalty: 3316.425537
	Iteration 12Q: 3 clusters Score -8074775 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -8075958.500000 Penalty: 3316.425537
	Iteration 13Q: 3 clusters Score -8075958 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8076545.000000 Penalty: 3316.425537
	Iteration 14Q: 3 clusters Score -8076545 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -8076812.500000 Penalty: 3316.425537
	Iteration 15Q: 3 clusters Score -8076812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -8076961.000000 Penalty: 3316.425537
	Iteration 16Q: 3 clusters Score -8076961 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8077037.500000 Penalty: 3316.425537
	Iteration 17Q: 3 clusters Score -8077038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -8077090.500000 Penalty: 3316.425537
	Iteration 18Q: 3 clusters Score -8077090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -8077110.000000 Penalty: 3316.425537
	Iteration 19Q: 3 clusters Score -8077110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -8077162.500000 Penalty: 3316.425537
	Iteration 20F: 3 clusters Score -8077162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -8077184.000000 Penalty: 3316.425537
	Iteration 21Q: 3 clusters Score -8077184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -8077216.000000 Penalty: 3316.425537
	Iteration 22Q: 3 clusters Score -8077216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -8077233.500000 Penalty: 3316.425537
	Iteration 23Q: 3 clusters Score -8077234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -8077236.000000 Penalty: 3316.425537
	Iteration 24Q: 3 clusters Score -8077236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -8077248.000000 Penalty: 3316.425537
	Iteration 25Q: 3 clusters Score -8077248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -8077251.500000 Penalty: 3316.425537
	Iteration 26Q: 3 clusters Score -8077252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -8077254.000000 Penalty: 3316.425537
	Iteration 27Q: 3 clusters Score -8077254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -8077258.500000 Penalty: 3316.425537
	Iteration 28Q: 3 clusters Score -8077258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -8077256.000000 Penalty: 3316.425537
	Iteration 29Q: 3 clusters Score -8077256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -8077261.000000 Penalty: 3316.425537
	Iteration 30Q: 3 clusters Score -8077261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -8077262.500000 Penalty: 3316.425537
	Iteration 31Q: 3 clusters Score -8077262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -8077269.500000 Penalty: 3316.425537
	Iteration 32Q: 3 clusters Score -8077270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -8077276.500000 Penalty: 3316.425537
	Iteration 33Q: 3 clusters Score -8077276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -8077279.000000 Penalty: 3316.425537
	Iteration 34Q: 3 clusters Score -8077279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -8077280.500000 Penalty: 3316.425537
	Iteration 35Q: 3 clusters Score -8077280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -8077284.000000 Penalty: 3316.425537
	Iteration 36Q: 3 clusters Score -8077284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -8077284.000000 Penalty: 3316.425537
	Iteration 37F: 3 clusters Score -8077284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -1171571.125000 Penalty: 1369.857422
	Iteration 0F: 2 clusters Score -1171571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1164749.000000 Penalty: 2739.714844
	Iteration 0F: 3 clusters Score -1164749 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1166997.875000 Penalty: 2739.714844
	Iteration 1F: 3 clusters Score -1166998 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1167304.375000 Penalty: 2739.714844
	Iteration 2F: 3 clusters Score -1167304 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1167542.000000 Penalty: 2739.714844
	Iteration 3F: 3 clusters Score -1167542 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1167745.000000 Penalty: 2739.714844
	Iteration 4Q: 3 clusters Score -1167745 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1167919.000000 Penalty: 2739.714844
	Iteration 5Q: 3 clusters Score -1167919 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1168126.625000 Penalty: 2739.714844
	Iteration 6Q: 3 clusters Score -1168127 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1168335.375000 Penalty: 2739.714844
	Iteration 7Q: 3 clusters Score -1168335 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1168565.625000 Penalty: 2739.714844
	Iteration 8Q: 3 clusters Score -1168566 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1168832.000000 Penalty: 2739.714844
	Iteration 9Q: 3 clusters Score -1168832 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1169136.500000 Penalty: 2739.714844
	Iteration 10Q: 3 clusters Score -1169136 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1169450.625000 Penalty: 2739.714844
	Iteration 11Q: 3 clusters Score -1169451 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1169765.875000 Penalty: 2739.714844
	Iteration 12Q: 3 clusters Score -1169766 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1170004.250000 Penalty: 2739.714844
	Iteration 13Q: 3 clusters Score -1170004 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1170140.625000 Penalty: 2739.714844
	Iteration 14Q: 3 clusters Score -1170141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1170218.500000 Penalty: 2739.714844
	Iteration 15Q: 3 clusters Score -1170218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1170289.750000 Penalty: 2739.714844
	Iteration 16Q: 3 clusters Score -1170290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1170334.500000 Penalty: 2739.714844
	Iteration 17Q: 3 clusters Score -1170334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1170377.000000 Penalty: 2739.714844
	Iteration 18Q: 3 clusters Score -1170377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1170399.125000 Penalty: 2739.714844
	Iteration 19Q: 3 clusters Score -1170399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1170421.750000 Penalty: 2739.714844
	Iteration 20F: 3 clusters Score -1170422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1170436.250000 Penalty: 2739.714844
	Iteration 21Q: 3 clusters Score -1170436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1170442.750000 Penalty: 2739.714844
	Iteration 22Q: 3 clusters Score -1170443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1170449.000000 Penalty: 2739.714844
	Iteration 23Q: 3 clusters Score -1170449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1170454.625000 Penalty: 2739.714844
	Iteration 24Q: 3 clusters Score -1170455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1170461.750000 Penalty: 2739.714844
	Iteration 25Q: 3 clusters Score -1170462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1170466.750000 Penalty: 2739.714844
	Iteration 26Q: 3 clusters Score -1170467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1170472.500000 Penalty: 2739.714844
	Iteration 27Q: 3 clusters Score -1170472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1170476.125000 Penalty: 2739.714844
	Iteration 28Q: 3 clusters Score -1170476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1170483.125000 Penalty: 2739.714844
	Iteration 29Q: 3 clusters Score -1170483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1170488.250000 Penalty: 2739.714844
	Iteration 30Q: 3 clusters Score -1170488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1170490.250000 Penalty: 2739.714844
	Iteration 31Q: 3 clusters Score -1170490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1170489.625000 Penalty: 2739.714844
	Iteration 32Q: 3 clusters Score -1170490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1170489.625000 Penalty: 2739.714844
	Iteration 33F: 3 clusters Score -1170490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (91102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Entering Unmasked Estep 
Score: -10363187.000000 Penalty: 1699.256592
	Iteration 0F: 2 clusters Score -1.036319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -10305412.000000 Penalty: 3398.513184
	Iteration 0F: 3 clusters Score -1.030541e+07 nChanged 42786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -10330028.000000 Penalty: 3398.513184
	Iteration 1F: 3 clusters Score -1.033003e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -10331090.000000 Penalty: 3398.513184
	Iteration 2Q: 3 clusters Score -1.033109e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -10332652.000000 Penalty: 3398.513184
	Iteration 3Q: 3 clusters Score -1.033265e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -10334642.000000 Penalty: 3398.513184
	Iteration 4Q: 3 clusters Score -1.033464e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -10337519.000000 Penalty: 3398.513184
	Iteration 5F: 3 clusters Score -1.033752e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -10341493.000000 Penalty: 3398.513184
	Iteration 6F: 3 clusters Score -1.034149e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -10346284.000000 Penalty: 3398.513184
	Iteration 7F: 3 clusters Score -1.034628e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -10350811.000000 Penalty: 3398.513184
	Iteration 8F: 3 clusters Score -1.035081e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -10354274.000000 Penalty: 3398.513184
	Iteration 9F: 3 clusters Score -1.035427e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -10356292.000000 Penalty: 3398.513184
	Iteration 10Q: 3 clusters Score -1.035629e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -10357391.000000 Penalty: 3398.513184
	Iteration 11Q: 3 clusters Score -1.035739e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -10358029.000000 Penalty: 3398.513184
	Iteration 12Q: 3 clusters Score -1.035803e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -10358404.000000 Penalty: 3398.513184
	Iteration 13Q: 3 clusters Score -1.03584e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -10358705.000000 Penalty: 3398.513184
	Iteration 14Q: 3 clusters Score -1.03587e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -10358941.000000 Penalty: 3398.513184
	Iteration 15Q: 3 clusters Score -1.035894e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -10359097.000000 Penalty: 3398.513184
	Iteration 16Q: 3 clusters Score -1.03591e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -10359308.000000 Penalty: 3398.513184
	Iteration 17Q: 3 clusters Score -1.035931e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -10359426.000000 Penalty: 3398.513184
	Iteration 18Q: 3 clusters Score -1.035943e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -10359540.000000 Penalty: 3398.513184
	Iteration 19Q: 3 clusters Score -1.035954e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -10359595.000000 Penalty: 3398.513184
	Iteration 20F: 3 clusters Score -1.03596e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -10359679.000000 Penalty: 3398.513184
	Iteration 21Q: 3 clusters Score -1.035968e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -10359776.000000 Penalty: 3398.513184
	Iteration 22Q: 3 clusters Score -1.035978e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -10359856.000000 Penalty: 3398.513184
	Iteration 23Q: 3 clusters Score -1.035986e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -10359899.000000 Penalty: 3398.513184
	Iteration 24Q: 3 clusters Score -1.03599e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10359939.000000 Penalty: 3398.513184
	Iteration 25Q: 3 clusters Score -1.035994e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -10359924.000000 Penalty: 3398.513184
	Iteration 26Q: 3 clusters Score -1.035992e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -10359967.000000 Penalty: 3398.513184
	Iteration 27Q: 3 clusters Score -1.035997e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -10359977.000000 Penalty: 3398.513184
	Iteration 28Q: 3 clusters Score -1.035998e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -10359997.000000 Penalty: 3398.513184
	Iteration 29Q: 3 clusters Score -1.036e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -10360052.000000 Penalty: 3398.513184
	Iteration 30Q: 3 clusters Score -1.036005e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -10360055.000000 Penalty: 3398.513184
	Iteration 31Q: 3 clusters Score -1.036006e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -10360051.000000 Penalty: 3398.513184
	Iteration 32Q: 3 clusters Score -1.036005e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -10360053.000000 Penalty: 3398.513184
	Iteration 33Q: 3 clusters Score -1.036005e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -10360078.000000 Penalty: 3398.513184
	Iteration 34Q: 3 clusters Score -1.036008e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -10360106.000000 Penalty: 3398.513184
	Iteration 35Q: 3 clusters Score -1.036011e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -10360125.000000 Penalty: 3398.513184
	Iteration 36Q: 3 clusters Score -1.036012e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -10360150.000000 Penalty: 3398.513184
	Iteration 37Q: 3 clusters Score -1.036015e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -10360205.000000 Penalty: 3398.513184
	Iteration 38Q: 3 clusters Score -1.03602e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -10360205.000000 Penalty: 3398.513184
	Iteration 39Q: 3 clusters Score -1.03602e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -10360248.000000 Penalty: 3398.513184
	Iteration 40F: 3 clusters Score -1.036025e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -10360255.000000 Penalty: 3398.513184
	Iteration 41Q: 3 clusters Score -1.036026e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -10360268.000000 Penalty: 3398.513184
	Iteration 42Q: 3 clusters Score -1.036027e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -10360304.000000 Penalty: 3398.513184
	Iteration 43Q: 3 clusters Score -1.03603e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -10360311.000000 Penalty: 3398.513184
	Iteration 44Q: 3 clusters Score -1.036031e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -10360350.000000 Penalty: 3398.513184
	Iteration 45Q: 3 clusters Score -1.036035e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -10360402.000000 Penalty: 3398.513184
	Iteration 46Q: 3 clusters Score -1.03604e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -10360422.000000 Penalty: 3398.513184
	Iteration 47Q: 3 clusters Score -1.036042e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -10360476.000000 Penalty: 3398.513184
	Iteration 48Q: 3 clusters Score -1.036048e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -10360467.000000 Penalty: 3398.513184
	Iteration 49Q: 3 clusters Score -1.036047e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -10360514.000000 Penalty: 3398.513184
	Iteration 50Q: 3 clusters Score -1.036051e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -10360567.000000 Penalty: 3398.513184
	Iteration 51Q: 3 clusters Score -1.036057e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -10360633.000000 Penalty: 3398.513184
	Iteration 52Q: 3 clusters Score -1.036063e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -10360677.000000 Penalty: 3398.513184
	Iteration 53Q: 3 clusters Score -1.036068e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -10360769.000000 Penalty: 3398.513184
	Iteration 54Q: 3 clusters Score -1.036077e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -10360845.000000 Penalty: 3398.513184
	Iteration 55Q: 3 clusters Score -1.036084e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -10360999.000000 Penalty: 3398.513184
	Iteration 56Q: 3 clusters Score -1.0361e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -10361107.000000 Penalty: 3398.513184
	Iteration 57Q: 3 clusters Score -1.036111e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -10361280.000000 Penalty: 3398.513184
	Iteration 58Q: 3 clusters Score -1.036128e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -10361476.000000 Penalty: 3398.513184
	Iteration 59Q: 3 clusters Score -1.036148e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -10361698.000000 Penalty: 3398.513184
	Iteration 60F: 3 clusters Score -1.03617e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -10361970.000000 Penalty: 3398.513184
	Iteration 61Q: 3 clusters Score -1.036197e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -10362330.000000 Penalty: 3398.513184
	Iteration 62Q: 3 clusters Score -1.036233e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -10362612.000000 Penalty: 3398.513184
	Iteration 63Q: 3 clusters Score -1.036261e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -10362895.000000 Penalty: 3398.513184
	Iteration 64Q: 3 clusters Score -1.03629e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -10363216.000000 Penalty: 3398.513184
	Iteration 65Q: 3 clusters Score -1.036322e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -10363537.000000 Penalty: 3398.513184
	Iteration 66Q: 3 clusters Score -1.036354e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -10363707.000000 Penalty: 3398.513184
	Iteration 67Q: 3 clusters Score -1.036371e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -10363909.000000 Penalty: 3398.513184
	Iteration 68Q: 3 clusters Score -1.036391e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -10364015.000000 Penalty: 3398.513184
	Iteration 69Q: 3 clusters Score -1.036402e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -10364175.000000 Penalty: 3398.513184
	Iteration 70Q: 3 clusters Score -1.036418e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -10364310.000000 Penalty: 3398.513184
	Iteration 71Q: 3 clusters Score -1.036431e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -10364461.000000 Penalty: 3398.513184
	Iteration 72Q: 3 clusters Score -1.036446e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -10364606.000000 Penalty: 3398.513184
	Iteration 73Q: 3 clusters Score -1.036461e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -10364738.000000 Penalty: 3398.513184
	Iteration 74Q: 3 clusters Score -1.036474e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -10364800.000000 Penalty: 3398.513184
	Iteration 75Q: 3 clusters Score -1.03648e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -10364962.000000 Penalty: 3398.513184
	Iteration 76Q: 3 clusters Score -1.036496e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -10365111.000000 Penalty: 3398.513184
	Iteration 77Q: 3 clusters Score -1.036511e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -10365222.000000 Penalty: 3398.513184
	Iteration 78Q: 3 clusters Score -1.036522e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -10365312.000000 Penalty: 3398.513184
	Iteration 79Q: 3 clusters Score -1.036531e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -10365372.000000 Penalty: 3398.513184
	Iteration 80F: 3 clusters Score -1.036537e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -10365483.000000 Penalty: 3398.513184
	Iteration 81Q: 3 clusters Score -1.036548e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -10365593.000000 Penalty: 3398.513184
	Iteration 82Q: 3 clusters Score -1.036559e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -10365701.000000 Penalty: 3398.513184
	Iteration 83Q: 3 clusters Score -1.03657e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -10365758.000000 Penalty: 3398.513184
	Iteration 84Q: 3 clusters Score -1.036576e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -10365847.000000 Penalty: 3398.513184
	Iteration 85Q: 3 clusters Score -1.036585e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -10365874.000000 Penalty: 3398.513184
	Iteration 86Q: 3 clusters Score -1.036587e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -10365886.000000 Penalty: 3398.513184
	Iteration 87Q: 3 clusters Score -1.036589e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -10365987.000000 Penalty: 3398.513184
	Iteration 88Q: 3 clusters Score -1.036599e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -10366086.000000 Penalty: 3398.513184
	Iteration 89Q: 3 clusters Score -1.036609e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -10366119.000000 Penalty: 3398.513184
	Iteration 90Q: 3 clusters Score -1.036612e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -10366103.000000 Penalty: 3398.513184
	Iteration 91Q: 3 clusters Score -1.03661e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -10366106.000000 Penalty: 3398.513184
	Iteration 92Q: 3 clusters Score -1.036611e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -10366155.000000 Penalty: 3398.513184
	Iteration 93Q: 3 clusters Score -1.036616e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -10366213.000000 Penalty: 3398.513184
	Iteration 94Q: 3 clusters Score -1.036621e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -10366248.000000 Penalty: 3398.513184
	Iteration 95Q: 3 clusters Score -1.036625e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -10366242.000000 Penalty: 3398.513184
	Iteration 96Q: 3 clusters Score -1.036624e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -10366281.000000 Penalty: 3398.513184
	Iteration 97Q: 3 clusters Score -1.036628e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -10366334.000000 Penalty: 3398.513184
	Iteration 98Q: 3 clusters Score -1.036633e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -10366380.000000 Penalty: 3398.513184
	Iteration 99Q: 3 clusters Score -1.036638e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -10366404.000000 Penalty: 3398.513184
	Iteration 100F: 3 clusters Score -1.03664e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -10366411.000000 Penalty: 3398.513184
	Iteration 101Q: 3 clusters Score -1.036641e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -10366402.000000 Penalty: 3398.513184
	Iteration 102Q: 3 clusters Score -1.03664e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -10366419.000000 Penalty: 3398.513184
	Iteration 103Q: 3 clusters Score -1.036642e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -10366443.000000 Penalty: 3398.513184
	Iteration 104Q: 3 clusters Score -1.036644e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -10366452.000000 Penalty: 3398.513184
	Iteration 105Q: 3 clusters Score -1.036645e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -10366453.000000 Penalty: 3398.513184
	Iteration 106Q: 3 clusters Score -1.036645e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -10366468.000000 Penalty: 3398.513184
	Iteration 107Q: 3 clusters Score -1.036647e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -10366469.000000 Penalty: 3398.513184
	Iteration 108Q: 3 clusters Score -1.036647e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -10366489.000000 Penalty: 3398.513184
	Iteration 109Q: 3 clusters Score -1.036649e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -10366474.000000 Penalty: 3398.513184
	Iteration 110Q: 3 clusters Score -1.036647e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -10366469.000000 Penalty: 3398.513184
	Iteration 111Q: 3 clusters Score -1.036647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -10366477.000000 Penalty: 3398.513184
	Iteration 112Q: 3 clusters Score -1.036648e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -10366471.000000 Penalty: 3398.513184
	Iteration 113Q: 3 clusters Score -1.036647e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -10366455.000000 Penalty: 3398.513184
	Iteration 114Q: 3 clusters Score -1.036646e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -10366481.000000 Penalty: 3398.513184
	Iteration 115Q: 3 clusters Score -1.036648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -10366486.000000 Penalty: 3398.513184
	Iteration 116Q: 3 clusters Score -1.036649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -10366480.000000 Penalty: 3398.513184
	Iteration 117Q: 3 clusters Score -1.036648e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -10366487.000000 Penalty: 3398.513184
	Iteration 118Q: 3 clusters Score -1.036649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -10366482.000000 Penalty: 3398.513184
	Iteration 119Q: 3 clusters Score -1.036648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -10366480.000000 Penalty: 3398.513184
	Iteration 120F: 3 clusters Score -1.036648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -10366468.000000 Penalty: 3398.513184
	Iteration 121Q: 3 clusters Score -1.036647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -10366463.000000 Penalty: 3398.513184
	Iteration 122Q: 3 clusters Score -1.036646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -10366459.000000 Penalty: 3398.513184
	Iteration 123Q: 3 clusters Score -1.036646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -10366442.000000 Penalty: 3398.513184
	Iteration 124Q: 3 clusters Score -1.036644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -10366457.000000 Penalty: 3398.513184
	Iteration 125Q: 3 clusters Score -1.036646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -10366464.000000 Penalty: 3398.513184
	Iteration 126Q: 3 clusters Score -1.036646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -10366474.000000 Penalty: 3398.513184
	Iteration 127Q: 3 clusters Score -1.036647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -10366477.000000 Penalty: 3398.513184
	Iteration 128Q: 3 clusters Score -1.036648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -10366469.000000 Penalty: 3398.513184
	Iteration 129Q: 3 clusters Score -1.036647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -10366472.000000 Penalty: 3398.513184
	Iteration 130Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -10366482.000000 Penalty: 3398.513184
	Iteration 131Q: 3 clusters Score -1.036648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -10366481.000000 Penalty: 3398.513184
	Iteration 132Q: 3 clusters Score -1.036648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -10366475.000000 Penalty: 3398.513184
	Iteration 133Q: 3 clusters Score -1.036648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -10366473.000000 Penalty: 3398.513184
	Iteration 134Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -10366469.000000 Penalty: 3398.513184
	Iteration 135Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -10366472.000000 Penalty: 3398.513184
	Iteration 136Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -10366470.000000 Penalty: 3398.513184
	Iteration 137Q: 3 clusters Score -1.036647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -10366478.000000 Penalty: 3398.513184
	Iteration 138Q: 3 clusters Score -1.036648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -10366472.000000 Penalty: 3398.513184
	Iteration 139Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -10366462.000000 Penalty: 3398.513184
	Iteration 140F: 3 clusters Score -1.036646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -10366455.000000 Penalty: 3398.513184
	Iteration 141Q: 3 clusters Score -1.036646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -10366459.000000 Penalty: 3398.513184
	Iteration 142Q: 3 clusters Score -1.036646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -10366468.000000 Penalty: 3398.513184
	Iteration 143Q: 3 clusters Score -1.036647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -10366466.000000 Penalty: 3398.513184
	Iteration 144Q: 3 clusters Score -1.036647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -10366465.000000 Penalty: 3398.513184
	Iteration 145Q: 3 clusters Score -1.036646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -10366472.000000 Penalty: 3398.513184
	Iteration 146Q: 3 clusters Score -1.036647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -10366469.000000 Penalty: 3398.513184
	Iteration 147Q: 3 clusters Score -1.036647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -10366475.000000 Penalty: 3398.513184
	Iteration 148Q: 3 clusters Score -1.036648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -10366462.000000 Penalty: 3398.513184
	Iteration 149Q: 3 clusters Score -1.036646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -10366469.000000 Penalty: 3398.513184
	Iteration 150Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -10366466.000000 Penalty: 3398.513184
	Iteration 151Q: 3 clusters Score -1.036647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -10366463.000000 Penalty: 3398.513184
	Iteration 152Q: 3 clusters Score -1.036646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -10366468.000000 Penalty: 3398.513184
	Iteration 153Q: 3 clusters Score -1.036647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -10366467.000000 Penalty: 3398.513184
	Iteration 154Q: 3 clusters Score -1.036647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -10366471.000000 Penalty: 3398.513184
	Iteration 155Q: 3 clusters Score -1.036647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -10366468.000000 Penalty: 3398.513184
	Iteration 156Q: 3 clusters Score -1.036647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -10366468.000000 Penalty: 3398.513184
	Iteration 157F: 3 clusters Score -1.036647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 73362 members 
Mstep: Class 32 contains 12598 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Mstep: Class 44 contains 14397 members 
Mstep: Class 45 contains 13318 members 
Mstep: Class 46 contains 1001 members 
Mstep: Class 47 contains 1614 members 
Mstep: Class 48 contains 17740 members 
Entering Unmasked Estep 
Score: -110975528.000000 Penalty: 98702.937500
Splitting cluster 31 changes total score from -110882800.000000 to -110975528.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 32 (12598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Entering Unmasked Estep 
Score: -1360381.875000 Penalty: 1404.864502
	Iteration 0F: 2 clusters Score -1360382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1351973.000000 Penalty: 2809.729004
	Iteration 0F: 3 clusters Score -1351973 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1354984.125000 Penalty: 2809.729004
	Iteration 1F: 3 clusters Score -1354984 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1355575.875000 Penalty: 2809.729004
	Iteration 2F: 3 clusters Score -1355576 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1356198.000000 Penalty: 2809.729004
	Iteration 3F: 3 clusters Score -1356198 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1356907.375000 Penalty: 2809.729004
	Iteration 4F: 3 clusters Score -1356907 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1357639.250000 Penalty: 2809.729004
	Iteration 5F: 3 clusters Score -1357639 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1358344.375000 Penalty: 2809.729004
	Iteration 6F: 3 clusters Score -1358344 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1358982.500000 Penalty: 2809.729004
	Iteration 7F: 3 clusters Score -1358982 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1359556.125000 Penalty: 2809.729004
	Iteration 8F: 3 clusters Score -1359556 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1360125.125000 Penalty: 2809.729004
	Iteration 9Q: 3 clusters Score -1360125 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1360723.125000 Penalty: 2809.729004
	Iteration 10Q: 3 clusters Score -1360723 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1361400.750000 Penalty: 2809.729004
	Iteration 11Q: 3 clusters Score -1361401 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1361906.125000 Penalty: 2809.729004
	Iteration 12Q: 3 clusters Score -1361906 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1362295.875000 Penalty: 2809.729004
	Iteration 13Q: 3 clusters Score -1362296 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1362502.375000 Penalty: 2809.729004
	Iteration 14Q: 3 clusters Score -1362502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1362574.625000 Penalty: 2809.729004
	Iteration 15Q: 3 clusters Score -1362575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1362590.875000 Penalty: 2809.729004
	Iteration 16Q: 3 clusters Score -1362591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1362602.125000 Penalty: 2809.729004
	Iteration 17Q: 3 clusters Score -1362602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1362608.000000 Penalty: 2809.729004
	Iteration 18Q: 3 clusters Score -1362608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1362609.250000 Penalty: 2809.729004
	Iteration 19Q: 3 clusters Score -1362609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1362613.250000 Penalty: 2809.729004
	Iteration 20F: 3 clusters Score -1362613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1362616.875000 Penalty: 2809.729004
	Iteration 21Q: 3 clusters Score -1362617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1362621.500000 Penalty: 2809.729004
	Iteration 22Q: 3 clusters Score -1362622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1362622.750000 Penalty: 2809.729004
	Iteration 23Q: 3 clusters Score -1362623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1362619.125000 Penalty: 2809.729004
	Iteration 24Q: 3 clusters Score -1362619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1362621.625000 Penalty: 2809.729004
	Iteration 25Q: 3 clusters Score -1362622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1362623.000000 Penalty: 2809.729004
	Iteration 26Q: 3 clusters Score -1362623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1362623.000000 Penalty: 2809.729004
	Iteration 27F: 3 clusters Score -1362623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 73362 members 
Mstep: Class 32 contains 5827 members 
Mstep: Class 33 contains 102968 members 
Mstep: Class 34 contains 86204 members 
Mstep: Class 35 contains 31085 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 1587 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2399 members 
Mstep: Class 40 contains 22892 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 2530 members 
Mstep: Class 44 contains 14397 members 
Mstep: Class 45 contains 13318 members 
Mstep: Class 46 contains 1001 members 
Mstep: Class 47 contains 1614 members 
Mstep: Class 48 contains 17740 members 
Mstep: Class 49 contains 6771 members 
Entering Unmasked Estep 
Score: -110977840.000000 Penalty: 100759.242188
Splitting cluster 32 changes total score from -110882800.000000 to -110977840.000000
So it's getting split into cluster 49.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 59905 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 34046 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 10147 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 58777 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 69141 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 73362 members 
Mstep: Class 32 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110995352.000000 Penalty: 100759.242188
Iteration 79Q: 50 clusters Score -1.109954e+08 nChanged 27157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 18483 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 58308 members 
Mstep: Class 5 contains 17506 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 14313 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 32259 members 
Mstep: Class 11 contains 20256 members 
Mstep: Class 12 contains 8144 members 
Mstep: Class 13 contains 9324 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 60236 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 34872 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 24020 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 58732 members 
Mstep: Class 27 contains 2450 members 
Mstep: Class 28 contains 3776 members 
Mstep: Class 29 contains 69400 members 
Mstep: Class 30 contains 9986 members 
Mstep: Class 31 contains 72697 members 
Mstep: Class 32 contains 5790 members 
Mstep: Class 33 contains 100494 members 
Mstep: Class 34 contains 85262 members 
Mstep: Class 35 contains 30385 members 
Mstep: Class 36 contains 9492 members 
Mstep: Class 37 contains 1487 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2437 members 
Mstep: Class 40 contains 22503 members 
Mstep: Class 41 contains 175 members 
Mstep: Class 42 contains 6848 members 
Mstep: Class 43 contains 2545 members 
Mstep: Class 44 contains 14415 members 
Mstep: Class 45 contains 12435 members 
Mstep: Class 46 contains 1000 members 
Mstep: Class 47 contains 1572 members 
Mstep: Class 48 contains 16973 members 
Mstep: Class 49 contains 6447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111009448.000000 Penalty: 100759.242188
Iteration 80F: 50 clusters Score -1.110094e+08 nChanged 22871
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 58591 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 3106 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 14190 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 31879 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 60126 members 
Mstep: Class 18 contains 24028 members 
Mstep: Class 19 contains 35130 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 23896 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 9801 members 
Mstep: Class 24 contains 4012 members 
Mstep: Class 25 contains 539 members 
Mstep: Class 26 contains 58266 members 
Mstep: Class 27 contains 2477 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 68436 members 
Mstep: Class 30 contains 9964 members 
Mstep: Class 31 contains 70876 members 
Mstep: Class 32 contains 5625 members 
Mstep: Class 33 contains 102043 members 
Mstep: Class 34 contains 87969 members 
Mstep: Class 35 contains 30947 members 
Mstep: Class 36 contains 9476 members 
Mstep: Class 37 contains 1565 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2679 members 
Mstep: Class 40 contains 22678 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 7376 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 14529 members 
Mstep: Class 45 contains 12590 members 
Mstep: Class 46 contains 1004 members 
Mstep: Class 47 contains 1672 members 
Mstep: Class 48 contains 18081 members 
Mstep: Class 49 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111015432.000000 Penalty: 100759.242188
Iteration 81Q: 50 clusters Score -1.110154e+08 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 18550 members 
Mstep: Class 3 contains 11063 members 
Mstep: Class 4 contains 59071 members 
Mstep: Class 5 contains 17431 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 19856 members 
Mstep: Class 12 contains 8301 members 
Mstep: Class 13 contains 9558 members 
Mstep: Class 14 contains 11262 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2534 members 
Mstep: Class 17 contains 60164 members 
Mstep: Class 18 contains 23094 members 
Mstep: Class 19 contains 35502 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 23875 members 
Mstep: Class 22 contains 10308 members 
Mstep: Class 23 contains 9648 members 
Mstep: Class 24 contains 4137 members 
Mstep: Class 25 contains 536 members 
Mstep: Class 26 contains 57944 members 
Mstep: Class 27 contains 2517 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 67755 members 
Mstep: Class 30 contains 9956 members 
Mstep: Class 31 contains 69430 members 
Mstep: Class 32 contains 5528 members 
Mstep: Class 33 contains 102927 members 
Mstep: Class 34 contains 89814 members 
Mstep: Class 35 contains 31238 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 1608 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2816 members 
Mstep: Class 40 contains 22780 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 7641 members 
Mstep: Class 43 contains 2733 members 
Mstep: Class 44 contains 14605 members 
Mstep: Class 45 contains 12623 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 1710 members 
Mstep: Class 48 contains 18909 members 
Mstep: Class 49 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111018528.000000 Penalty: 100759.242188
Iteration 82Q: 50 clusters Score -1.110185e+08 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 11049 members 
Mstep: Class 4 contains 59566 members 
Mstep: Class 5 contains 17424 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 4885 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31572 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 60214 members 
Mstep: Class 18 contains 22344 members 
Mstep: Class 19 contains 35885 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 23866 members 
Mstep: Class 22 contains 10381 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 4261 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 57677 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 67190 members 
Mstep: Class 30 contains 9938 members 
Mstep: Class 31 contains 68273 members 
Mstep: Class 32 contains 5429 members 
Mstep: Class 33 contains 103656 members 
Mstep: Class 34 contains 91255 members 
Mstep: Class 35 contains 31413 members 
Mstep: Class 36 contains 9431 members 
Mstep: Class 37 contains 1658 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2923 members 
Mstep: Class 40 contains 22868 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 2788 members 
Mstep: Class 44 contains 14664 members 
Mstep: Class 45 contains 12629 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1740 members 
Mstep: Class 48 contains 19612 members 
Mstep: Class 49 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020408.000000 Penalty: 100759.242188
Iteration 83Q: 50 clusters Score -1.110204e+08 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 11052 members 
Mstep: Class 4 contains 60032 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31449 members 
Mstep: Class 11 contains 19734 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 9588 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 60269 members 
Mstep: Class 18 contains 21733 members 
Mstep: Class 19 contains 36268 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 10457 members 
Mstep: Class 23 contains 9396 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 57465 members 
Mstep: Class 27 contains 2563 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 66712 members 
Mstep: Class 30 contains 9927 members 
Mstep: Class 31 contains 67253 members 
Mstep: Class 32 contains 5376 members 
Mstep: Class 33 contains 104280 members 
Mstep: Class 34 contains 92406 members 
Mstep: Class 35 contains 31532 members 
Mstep: Class 36 contains 9420 members 
Mstep: Class 37 contains 1695 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 2999 members 
Mstep: Class 40 contains 22955 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 8006 members 
Mstep: Class 43 contains 2834 members 
Mstep: Class 44 contains 14707 members 
Mstep: Class 45 contains 12665 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1772 members 
Mstep: Class 48 contains 20246 members 
Mstep: Class 49 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111021880.000000 Penalty: 100759.242188
Iteration 84Q: 50 clusters Score -1.110219e+08 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 18477 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 60403 members 
Mstep: Class 5 contains 17413 members 
Mstep: Class 6 contains 3579 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 13896 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31386 members 
Mstep: Class 11 contains 19705 members 
Mstep: Class 12 contains 8451 members 
Mstep: Class 13 contains 9571 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2528 members 
Mstep: Class 17 contains 60320 members 
Mstep: Class 18 contains 21219 members 
Mstep: Class 19 contains 36595 members 
Mstep: Class 20 contains 3244 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 10522 members 
Mstep: Class 23 contains 9277 members 
Mstep: Class 24 contains 4406 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 57305 members 
Mstep: Class 27 contains 2573 members 
Mstep: Class 28 contains 3730 members 
Mstep: Class 29 contains 66307 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 66416 members 
Mstep: Class 32 contains 5342 members 
Mstep: Class 33 contains 104896 members 
Mstep: Class 34 contains 93392 members 
Mstep: Class 35 contains 31604 members 
Mstep: Class 36 contains 9411 members 
Mstep: Class 37 contains 1720 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 23014 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 8109 members 
Mstep: Class 43 contains 2858 members 
Mstep: Class 44 contains 14748 members 
Mstep: Class 45 contains 12710 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1798 members 
Mstep: Class 48 contains 20818 members 
Mstep: Class 49 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022752.000000 Penalty: 100759.242188
Iteration 85Q: 50 clusters Score -1.110228e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 18456 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 60690 members 
Mstep: Class 5 contains 17409 members 
Mstep: Class 6 contains 3698 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 13857 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31325 members 
Mstep: Class 11 contains 19679 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 9553 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 60358 members 
Mstep: Class 18 contains 20800 members 
Mstep: Class 19 contains 36910 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 23857 members 
Mstep: Class 22 contains 10572 members 
Mstep: Class 23 contains 9144 members 
Mstep: Class 24 contains 4462 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 57185 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 65960 members 
Mstep: Class 30 contains 9915 members 
Mstep: Class 31 contains 65777 members 
Mstep: Class 32 contains 5325 members 
Mstep: Class 33 contains 105454 members 
Mstep: Class 34 contains 94173 members 
Mstep: Class 35 contains 31612 members 
Mstep: Class 36 contains 9405 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3078 members 
Mstep: Class 40 contains 23061 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 2884 members 
Mstep: Class 44 contains 14798 members 
Mstep: Class 45 contains 12695 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 21349 members 
Mstep: Class 49 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022784.000000 Penalty: 100759.242188
Iteration 86Q: 50 clusters Score -1.110228e+08 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 18422 members 
Mstep: Class 3 contains 11028 members 
Mstep: Class 4 contains 60937 members 
Mstep: Class 5 contains 17409 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 5111 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31298 members 
Mstep: Class 11 contains 19660 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 9552 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2525 members 
Mstep: Class 17 contains 60400 members 
Mstep: Class 18 contains 20452 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 3270 members 
Mstep: Class 21 contains 23849 members 
Mstep: Class 22 contains 10628 members 
Mstep: Class 23 contains 9023 members 
Mstep: Class 24 contains 4497 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 57089 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 65656 members 
Mstep: Class 30 contains 9910 members 
Mstep: Class 31 contains 65260 members 
Mstep: Class 32 contains 5316 members 
Mstep: Class 33 contains 105927 members 
Mstep: Class 34 contains 94759 members 
Mstep: Class 35 contains 31631 members 
Mstep: Class 36 contains 9396 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3109 members 
Mstep: Class 40 contains 23103 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8251 members 
Mstep: Class 43 contains 2899 members 
Mstep: Class 44 contains 14840 members 
Mstep: Class 45 contains 12652 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1829 members 
Mstep: Class 48 contains 21791 members 
Mstep: Class 49 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111023040.000000 Penalty: 100759.242188
Iteration 87Q: 50 clusters Score -1.11023e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 18386 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 61119 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 8 contains 13812 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31270 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 9551 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2525 members 
Mstep: Class 17 contains 60430 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 37495 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 23861 members 
Mstep: Class 22 contains 10686 members 
Mstep: Class 23 contains 8896 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56999 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 65394 members 
Mstep: Class 30 contains 9898 members 
Mstep: Class 31 contains 64889 members 
Mstep: Class 32 contains 5308 members 
Mstep: Class 33 contains 106327 members 
Mstep: Class 34 contains 95321 members 
Mstep: Class 35 contains 31615 members 
Mstep: Class 36 contains 9403 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 23137 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 2910 members 
Mstep: Class 44 contains 14884 members 
Mstep: Class 45 contains 12630 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1835 members 
Mstep: Class 48 contains 22122 members 
Mstep: Class 49 contains 6448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111023752.000000 Penalty: 100759.242188
Iteration 88Q: 50 clusters Score -1.110238e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 18334 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 61269 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 13804 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31244 members 
Mstep: Class 11 contains 19648 members 
Mstep: Class 12 contains 8499 members 
Mstep: Class 13 contains 9551 members 
Mstep: Class 14 contains 11414 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 60460 members 
Mstep: Class 18 contains 19927 members 
Mstep: Class 19 contains 37777 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 23872 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 8771 members 
Mstep: Class 24 contains 4514 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56923 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 65165 members 
Mstep: Class 30 contains 9893 members 
Mstep: Class 31 contains 64564 members 
Mstep: Class 32 contains 5301 members 
Mstep: Class 33 contains 106686 members 
Mstep: Class 34 contains 95829 members 
Mstep: Class 35 contains 31601 members 
Mstep: Class 36 contains 9413 members 
Mstep: Class 37 contains 1771 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3148 members 
Mstep: Class 40 contains 23164 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8344 members 
Mstep: Class 43 contains 2925 members 
Mstep: Class 44 contains 14934 members 
Mstep: Class 45 contains 12609 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1838 members 
Mstep: Class 48 contains 22425 members 
Mstep: Class 49 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111024000.000000 Penalty: 100759.242188
Iteration 89Q: 50 clusters Score -1.11024e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 61410 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 5326 members 
Mstep: Class 8 contains 13793 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 9543 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 60479 members 
Mstep: Class 18 contains 19687 members 
Mstep: Class 19 contains 38040 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 23878 members 
Mstep: Class 22 contains 10780 members 
Mstep: Class 23 contains 8677 members 
Mstep: Class 24 contains 4512 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56840 members 
Mstep: Class 27 contains 2661 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 64990 members 
Mstep: Class 30 contains 9896 members 
Mstep: Class 31 contains 64323 members 
Mstep: Class 32 contains 5297 members 
Mstep: Class 33 contains 107034 members 
Mstep: Class 34 contains 96211 members 
Mstep: Class 35 contains 31576 members 
Mstep: Class 36 contains 9421 members 
Mstep: Class 37 contains 1781 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3168 members 
Mstep: Class 40 contains 23190 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8372 members 
Mstep: Class 43 contains 2936 members 
Mstep: Class 44 contains 14965 members 
Mstep: Class 45 contains 12572 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1843 members 
Mstep: Class 48 contains 22701 members 
Mstep: Class 49 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111024352.000000 Penalty: 100759.242188
Iteration 90Q: 50 clusters Score -1.110244e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 18167 members 
Mstep: Class 3 contains 11017 members 
Mstep: Class 4 contains 61517 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 4173 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 13776 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 9551 members 
Mstep: Class 14 contains 11414 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 60494 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 38303 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 23882 members 
Mstep: Class 22 contains 10816 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 4516 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56768 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 3685 members 
Mstep: Class 29 contains 64841 members 
Mstep: Class 30 contains 9893 members 
Mstep: Class 31 contains 64119 members 
Mstep: Class 32 contains 5292 members 
Mstep: Class 33 contains 107370 members 
Mstep: Class 34 contains 96538 members 
Mstep: Class 35 contains 31531 members 
Mstep: Class 36 contains 9424 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3190 members 
Mstep: Class 40 contains 23220 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8384 members 
Mstep: Class 43 contains 2944 members 
Mstep: Class 44 contains 15000 members 
Mstep: Class 45 contains 12537 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1847 members 
Mstep: Class 48 contains 22884 members 
Mstep: Class 49 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111024936.000000 Penalty: 100759.242188
Iteration 91Q: 50 clusters Score -1.110249e+08 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 61596 members 
Mstep: Class 5 contains 17413 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 5434 members 
Mstep: Class 8 contains 13760 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31231 members 
Mstep: Class 11 contains 19669 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 9558 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 60509 members 
Mstep: Class 18 contains 19352 members 
Mstep: Class 19 contains 38533 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 23887 members 
Mstep: Class 22 contains 10852 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56697 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 3681 members 
Mstep: Class 29 contains 64689 members 
Mstep: Class 30 contains 9891 members 
Mstep: Class 31 contains 63971 members 
Mstep: Class 32 contains 5290 members 
Mstep: Class 33 contains 107700 members 
Mstep: Class 34 contains 96802 members 
Mstep: Class 35 contains 31478 members 
Mstep: Class 36 contains 9434 members 
Mstep: Class 37 contains 1797 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3207 members 
Mstep: Class 40 contains 23240 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8398 members 
Mstep: Class 43 contains 2953 members 
Mstep: Class 44 contains 15027 members 
Mstep: Class 45 contains 12529 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1853 members 
Mstep: Class 48 contains 23059 members 
Mstep: Class 49 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111025344.000000 Penalty: 100759.242188
Iteration 92Q: 50 clusters Score -1.110253e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 17980 members 
Mstep: Class 3 contains 11029 members 
Mstep: Class 4 contains 61682 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 4273 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 8513 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 60522 members 
Mstep: Class 18 contains 19214 members 
Mstep: Class 19 contains 38730 members 
Mstep: Class 20 contains 3317 members 
Mstep: Class 21 contains 23891 members 
Mstep: Class 22 contains 10886 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 4503 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56649 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 3674 members 
Mstep: Class 29 contains 64580 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63876 members 
Mstep: Class 32 contains 5284 members 
Mstep: Class 33 contains 108041 members 
Mstep: Class 34 contains 97017 members 
Mstep: Class 35 contains 31435 members 
Mstep: Class 36 contains 9433 members 
Mstep: Class 37 contains 1811 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3227 members 
Mstep: Class 40 contains 23258 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8407 members 
Mstep: Class 43 contains 2970 members 
Mstep: Class 44 contains 15058 members 
Mstep: Class 45 contains 12486 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1868 members 
Mstep: Class 48 contains 23184 members 
Mstep: Class 49 contains 6437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111025608.000000 Penalty: 100759.242188
Iteration 93Q: 50 clusters Score -1.110256e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 11028 members 
Mstep: Class 4 contains 61771 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 4303 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 13737 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31203 members 
Mstep: Class 11 contains 19663 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 11425 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2525 members 
Mstep: Class 17 contains 60529 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 38934 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 23896 members 
Mstep: Class 22 contains 10914 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 4515 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56601 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 64470 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 63751 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 108350 members 
Mstep: Class 34 contains 97193 members 
Mstep: Class 35 contains 31390 members 
Mstep: Class 36 contains 9442 members 
Mstep: Class 37 contains 1816 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3252 members 
Mstep: Class 40 contains 23266 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8426 members 
Mstep: Class 43 contains 2983 members 
Mstep: Class 44 contains 15080 members 
Mstep: Class 45 contains 12430 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1875 members 
Mstep: Class 48 contains 23313 members 
Mstep: Class 49 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026128.000000 Penalty: 100759.242188
Iteration 94Q: 50 clusters Score -1.110261e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 17788 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 61843 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 5609 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31203 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 8519 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 60531 members 
Mstep: Class 18 contains 19017 members 
Mstep: Class 19 contains 39113 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 23901 members 
Mstep: Class 22 contains 10922 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56554 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 3665 members 
Mstep: Class 29 contains 64374 members 
Mstep: Class 30 contains 9876 members 
Mstep: Class 31 contains 63656 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 108628 members 
Mstep: Class 34 contains 97321 members 
Mstep: Class 35 contains 31360 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 1816 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3272 members 
Mstep: Class 40 contains 23275 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 3001 members 
Mstep: Class 44 contains 15108 members 
Mstep: Class 45 contains 12398 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1880 members 
Mstep: Class 48 contains 23429 members 
Mstep: Class 49 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026080.000000 Penalty: 100759.242188
Iteration 95Q: 50 clusters Score -1.110261e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 17712 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 61875 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 5657 members 
Mstep: Class 8 contains 13724 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31199 members 
Mstep: Class 11 contains 19656 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2525 members 
Mstep: Class 17 contains 60538 members 
Mstep: Class 18 contains 18935 members 
Mstep: Class 19 contains 39277 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10935 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 4513 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56523 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 3658 members 
Mstep: Class 29 contains 64298 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 63604 members 
Mstep: Class 32 contains 5278 members 
Mstep: Class 33 contains 108849 members 
Mstep: Class 34 contains 97463 members 
Mstep: Class 35 contains 31314 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 1816 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3281 members 
Mstep: Class 40 contains 23278 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8443 members 
Mstep: Class 43 contains 3021 members 
Mstep: Class 44 contains 15129 members 
Mstep: Class 45 contains 12399 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 23539 members 
Mstep: Class 49 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026208.000000 Penalty: 100759.242188
Iteration 96Q: 50 clusters Score -1.110262e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 17624 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 61904 members 
Mstep: Class 5 contains 17412 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 5707 members 
Mstep: Class 8 contains 13717 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31185 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 60543 members 
Mstep: Class 18 contains 18869 members 
Mstep: Class 19 contains 39434 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10940 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 4509 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56500 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 3649 members 
Mstep: Class 29 contains 64229 members 
Mstep: Class 30 contains 9873 members 
Mstep: Class 31 contains 63596 members 
Mstep: Class 32 contains 5270 members 
Mstep: Class 33 contains 109022 members 
Mstep: Class 34 contains 97588 members 
Mstep: Class 35 contains 31279 members 
Mstep: Class 36 contains 9457 members 
Mstep: Class 37 contains 1816 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 23285 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8445 members 
Mstep: Class 43 contains 3043 members 
Mstep: Class 44 contains 15149 members 
Mstep: Class 45 contains 12375 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 23637 members 
Mstep: Class 49 contains 6429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026392.000000 Penalty: 100759.242188
Iteration 97Q: 50 clusters Score -1.110264e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 17548 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 61910 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 13711 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31195 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 60548 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 39569 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10940 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56473 members 
Mstep: Class 27 contains 2729 members 
Mstep: Class 28 contains 3640 members 
Mstep: Class 29 contains 64166 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 63639 members 
Mstep: Class 32 contains 5264 members 
Mstep: Class 33 contains 109182 members 
Mstep: Class 34 contains 97687 members 
Mstep: Class 35 contains 31247 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 1818 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3307 members 
Mstep: Class 40 contains 23292 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8449 members 
Mstep: Class 43 contains 3060 members 
Mstep: Class 44 contains 15171 members 
Mstep: Class 45 contains 12351 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1893 members 
Mstep: Class 48 contains 23728 members 
Mstep: Class 49 contains 6428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026360.000000 Penalty: 100759.242188
Iteration 98Q: 50 clusters Score -1.110264e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 17461 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 61903 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 13703 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31200 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 8554 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 60554 members 
Mstep: Class 18 contains 18738 members 
Mstep: Class 19 contains 39680 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 23902 members 
Mstep: Class 22 contains 10933 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 4507 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56445 members 
Mstep: Class 27 contains 2732 members 
Mstep: Class 28 contains 3631 members 
Mstep: Class 29 contains 64111 members 
Mstep: Class 30 contains 9867 members 
Mstep: Class 31 contains 63692 members 
Mstep: Class 32 contains 5255 members 
Mstep: Class 33 contains 109333 members 
Mstep: Class 34 contains 97761 members 
Mstep: Class 35 contains 31223 members 
Mstep: Class 36 contains 9464 members 
Mstep: Class 37 contains 1822 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3318 members 
Mstep: Class 40 contains 23301 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8449 members 
Mstep: Class 43 contains 3079 members 
Mstep: Class 44 contains 15192 members 
Mstep: Class 45 contains 12318 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1899 members 
Mstep: Class 48 contains 23817 members 
Mstep: Class 49 contains 6430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026240.000000 Penalty: 100759.242188
Iteration 99Q: 50 clusters Score -1.110262e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 17362 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 61893 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 13697 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 60555 members 
Mstep: Class 18 contains 18667 members 
Mstep: Class 19 contains 39794 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 23901 members 
Mstep: Class 22 contains 10930 members 
Mstep: Class 23 contains 8193 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56420 members 
Mstep: Class 27 contains 2731 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 64055 members 
Mstep: Class 30 contains 9868 members 
Mstep: Class 31 contains 63751 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 109489 members 
Mstep: Class 34 contains 97846 members 
Mstep: Class 35 contains 31205 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 1824 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3333 members 
Mstep: Class 40 contains 23310 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8453 members 
Mstep: Class 43 contains 3095 members 
Mstep: Class 44 contains 15201 members 
Mstep: Class 45 contains 12290 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1903 members 
Mstep: Class 48 contains 23889 members 
Mstep: Class 49 contains 6431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026240.000000 Penalty: 100759.242188
Iteration 100F: 50 clusters Score -1.110262e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 17284 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 61883 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 13688 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31216 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 9596 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 60557 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 39901 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10933 members 
Mstep: Class 23 contains 8166 members 
Mstep: Class 24 contains 4483 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56391 members 
Mstep: Class 27 contains 2730 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 63989 members 
Mstep: Class 30 contains 9867 members 
Mstep: Class 31 contains 63794 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 109634 members 
Mstep: Class 34 contains 97925 members 
Mstep: Class 35 contains 31183 members 
Mstep: Class 36 contains 9470 members 
Mstep: Class 37 contains 1826 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3346 members 
Mstep: Class 40 contains 23319 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8460 members 
Mstep: Class 43 contains 3113 members 
Mstep: Class 44 contains 15205 members 
Mstep: Class 45 contains 12263 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1909 members 
Mstep: Class 48 contains 24004 members 
Mstep: Class 49 contains 6430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026216.000000 Penalty: 100759.242188
Iteration 101Q: 50 clusters Score -1.110262e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 17212 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 61887 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 5897 members 
Mstep: Class 8 contains 13682 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31233 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 60557 members 
Mstep: Class 18 contains 18533 members 
Mstep: Class 19 contains 39995 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 23901 members 
Mstep: Class 22 contains 10943 members 
Mstep: Class 23 contains 8146 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56366 members 
Mstep: Class 27 contains 2729 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 63921 members 
Mstep: Class 30 contains 9868 members 
Mstep: Class 31 contains 63832 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 109765 members 
Mstep: Class 34 contains 98001 members 
Mstep: Class 35 contains 31151 members 
Mstep: Class 36 contains 9472 members 
Mstep: Class 37 contains 1828 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3357 members 
Mstep: Class 40 contains 23327 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8469 members 
Mstep: Class 43 contains 3132 members 
Mstep: Class 44 contains 15208 members 
Mstep: Class 45 contains 12222 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 24104 members 
Mstep: Class 49 contains 6429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026264.000000 Penalty: 100759.242188
Iteration 102Q: 50 clusters Score -1.110263e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 17121 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 61874 members 
Mstep: Class 5 contains 17407 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 13680 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31242 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 8564 members 
Mstep: Class 13 contains 9583 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 60557 members 
Mstep: Class 18 contains 18481 members 
Mstep: Class 19 contains 40088 members 
Mstep: Class 20 contains 3417 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8122 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56344 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 63841 members 
Mstep: Class 30 contains 9870 members 
Mstep: Class 31 contains 63881 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 109895 members 
Mstep: Class 34 contains 98050 members 
Mstep: Class 35 contains 31117 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 1832 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 23334 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8479 members 
Mstep: Class 43 contains 3147 members 
Mstep: Class 44 contains 15211 members 
Mstep: Class 45 contains 12192 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1921 members 
Mstep: Class 48 contains 24220 members 
Mstep: Class 49 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026384.000000 Penalty: 100759.242188
Iteration 103Q: 50 clusters Score -1.110264e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 17037 members 
Mstep: Class 3 contains 11037 members 
Mstep: Class 4 contains 61890 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4560 members 
Mstep: Class 7 contains 5960 members 
Mstep: Class 8 contains 13688 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31254 members 
Mstep: Class 11 contains 19648 members 
Mstep: Class 12 contains 8560 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 60558 members 
Mstep: Class 18 contains 18444 members 
Mstep: Class 19 contains 40162 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 23898 members 
Mstep: Class 22 contains 10960 members 
Mstep: Class 23 contains 8108 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56309 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 63776 members 
Mstep: Class 30 contains 9870 members 
Mstep: Class 31 contains 63914 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 110018 members 
Mstep: Class 34 contains 98099 members 
Mstep: Class 35 contains 31086 members 
Mstep: Class 36 contains 9490 members 
Mstep: Class 37 contains 1835 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3377 members 
Mstep: Class 40 contains 23345 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8481 members 
Mstep: Class 43 contains 3159 members 
Mstep: Class 44 contains 15212 members 
Mstep: Class 45 contains 12157 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1923 members 
Mstep: Class 48 contains 24307 members 
Mstep: Class 49 contains 6438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026640.000000 Penalty: 100759.242188
Iteration 104Q: 50 clusters Score -1.110266e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 16966 members 
Mstep: Class 3 contains 11037 members 
Mstep: Class 4 contains 61906 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 13689 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31281 members 
Mstep: Class 11 contains 19649 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 60558 members 
Mstep: Class 18 contains 18401 members 
Mstep: Class 19 contains 40228 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 23898 members 
Mstep: Class 22 contains 10959 members 
Mstep: Class 23 contains 8085 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56288 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63720 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 63952 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 110154 members 
Mstep: Class 34 contains 98156 members 
Mstep: Class 35 contains 31072 members 
Mstep: Class 36 contains 9496 members 
Mstep: Class 37 contains 1838 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3392 members 
Mstep: Class 40 contains 23348 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8481 members 
Mstep: Class 43 contains 3175 members 
Mstep: Class 44 contains 15213 members 
Mstep: Class 45 contains 12125 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 24381 members 
Mstep: Class 49 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026600.000000 Penalty: 100759.242188
Iteration 105Q: 50 clusters Score -1.110266e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 16894 members 
Mstep: Class 3 contains 11037 members 
Mstep: Class 4 contains 61929 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 13685 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 19652 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 60558 members 
Mstep: Class 18 contains 18351 members 
Mstep: Class 19 contains 40283 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10961 members 
Mstep: Class 23 contains 8061 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56267 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63673 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 63991 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 110297 members 
Mstep: Class 34 contains 98201 members 
Mstep: Class 35 contains 31058 members 
Mstep: Class 36 contains 9496 members 
Mstep: Class 37 contains 1840 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3407 members 
Mstep: Class 40 contains 23345 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8486 members 
Mstep: Class 43 contains 3190 members 
Mstep: Class 44 contains 15213 members 
Mstep: Class 45 contains 12106 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1934 members 
Mstep: Class 48 contains 24451 members 
Mstep: Class 49 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026672.000000 Penalty: 100759.242188
Iteration 106Q: 50 clusters Score -1.110267e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 16823 members 
Mstep: Class 3 contains 11037 members 
Mstep: Class 4 contains 61928 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 6027 members 
Mstep: Class 8 contains 13683 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31353 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 8569 members 
Mstep: Class 13 contains 9574 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 60556 members 
Mstep: Class 18 contains 18316 members 
Mstep: Class 19 contains 40361 members 
Mstep: Class 20 contains 3427 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10963 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 4407 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56244 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 3594 members 
Mstep: Class 29 contains 63624 members 
Mstep: Class 30 contains 9873 members 
Mstep: Class 31 contains 64003 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 110430 members 
Mstep: Class 34 contains 98238 members 
Mstep: Class 35 contains 31052 members 
Mstep: Class 36 contains 9497 members 
Mstep: Class 37 contains 1841 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3412 members 
Mstep: Class 40 contains 23347 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8495 members 
Mstep: Class 43 contains 3204 members 
Mstep: Class 44 contains 15222 members 
Mstep: Class 45 contains 12085 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1939 members 
Mstep: Class 48 contains 24509 members 
Mstep: Class 49 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026760.000000 Penalty: 100759.242188
Iteration 107Q: 50 clusters Score -1.110268e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 16754 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 61930 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 6052 members 
Mstep: Class 8 contains 13677 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31389 members 
Mstep: Class 11 contains 19658 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 60555 members 
Mstep: Class 18 contains 18298 members 
Mstep: Class 19 contains 40421 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 8023 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56232 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63591 members 
Mstep: Class 30 contains 9873 members 
Mstep: Class 31 contains 64040 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 110564 members 
Mstep: Class 34 contains 98267 members 
Mstep: Class 35 contains 31044 members 
Mstep: Class 36 contains 9500 members 
Mstep: Class 37 contains 1842 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3415 members 
Mstep: Class 40 contains 23347 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8501 members 
Mstep: Class 43 contains 3215 members 
Mstep: Class 44 contains 15223 members 
Mstep: Class 45 contains 12049 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1943 members 
Mstep: Class 48 contains 24552 members 
Mstep: Class 49 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026960.000000 Penalty: 100759.242188
Iteration 108Q: 50 clusters Score -1.11027e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 16699 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 61943 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 13677 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31415 members 
Mstep: Class 11 contains 19666 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 60552 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 40480 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4379 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56208 members 
Mstep: Class 27 contains 2753 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 63555 members 
Mstep: Class 30 contains 9874 members 
Mstep: Class 31 contains 64070 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 110678 members 
Mstep: Class 34 contains 98307 members 
Mstep: Class 35 contains 31025 members 
Mstep: Class 36 contains 9503 members 
Mstep: Class 37 contains 1843 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3415 members 
Mstep: Class 40 contains 23347 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8504 members 
Mstep: Class 43 contains 3220 members 
Mstep: Class 44 contains 15223 members 
Mstep: Class 45 contains 12006 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 24592 members 
Mstep: Class 49 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026976.000000 Penalty: 100759.242188
Iteration 109Q: 50 clusters Score -1.11027e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 16627 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 61952 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 6105 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31460 members 
Mstep: Class 11 contains 19672 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 60551 members 
Mstep: Class 18 contains 18255 members 
Mstep: Class 19 contains 40533 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10961 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56201 members 
Mstep: Class 27 contains 2756 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 63530 members 
Mstep: Class 30 contains 9874 members 
Mstep: Class 31 contains 64100 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 110791 members 
Mstep: Class 34 contains 98341 members 
Mstep: Class 35 contains 31013 members 
Mstep: Class 36 contains 9503 members 
Mstep: Class 37 contains 1842 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3415 members 
Mstep: Class 40 contains 23349 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8506 members 
Mstep: Class 43 contains 3223 members 
Mstep: Class 44 contains 15221 members 
Mstep: Class 45 contains 11971 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 24622 members 
Mstep: Class 49 contains 6437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026928.000000 Penalty: 100759.242188
Iteration 110Q: 50 clusters Score -1.110269e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 16540 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 61959 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 13673 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31509 members 
Mstep: Class 11 contains 19675 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 9568 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 60551 members 
Mstep: Class 18 contains 18235 members 
Mstep: Class 19 contains 40583 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10962 members 
Mstep: Class 23 contains 8019 members 
Mstep: Class 24 contains 4374 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56194 members 
Mstep: Class 27 contains 2760 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63487 members 
Mstep: Class 30 contains 9874 members 
Mstep: Class 31 contains 64147 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 110910 members 
Mstep: Class 34 contains 98366 members 
Mstep: Class 35 contains 31008 members 
Mstep: Class 36 contains 9502 members 
Mstep: Class 37 contains 1843 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3419 members 
Mstep: Class 40 contains 23350 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8510 members 
Mstep: Class 43 contains 3225 members 
Mstep: Class 44 contains 15215 members 
Mstep: Class 45 contains 11932 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 24666 members 
Mstep: Class 49 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026808.000000 Penalty: 100759.242188
Iteration 111Q: 50 clusters Score -1.110268e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 16461 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 61950 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 13666 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 19676 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 9571 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 60551 members 
Mstep: Class 18 contains 18205 members 
Mstep: Class 19 contains 40636 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 10956 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 4379 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56193 members 
Mstep: Class 27 contains 2764 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63447 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 64190 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 111016 members 
Mstep: Class 34 contains 98390 members 
Mstep: Class 35 contains 30986 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1844 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3421 members 
Mstep: Class 40 contains 23349 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8511 members 
Mstep: Class 43 contains 3228 members 
Mstep: Class 44 contains 15213 members 
Mstep: Class 45 contains 11918 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 24708 members 
Mstep: Class 49 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026952.000000 Penalty: 100759.242188
Iteration 112Q: 50 clusters Score -1.11027e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 16381 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 61940 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31593 members 
Mstep: Class 11 contains 19677 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 9574 members 
Mstep: Class 14 contains 11425 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 60551 members 
Mstep: Class 18 contains 18187 members 
Mstep: Class 19 contains 40675 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56186 members 
Mstep: Class 27 contains 2766 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63414 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 64248 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 111113 members 
Mstep: Class 34 contains 98404 members 
Mstep: Class 35 contains 30962 members 
Mstep: Class 36 contains 9498 members 
Mstep: Class 37 contains 1847 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3425 members 
Mstep: Class 40 contains 23349 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8512 members 
Mstep: Class 43 contains 3234 members 
Mstep: Class 44 contains 15218 members 
Mstep: Class 45 contains 11892 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1957 members 
Mstep: Class 48 contains 24741 members 
Mstep: Class 49 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111027016.000000 Penalty: 100759.242188
Iteration 113Q: 50 clusters Score -1.11027e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 16295 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 61929 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 13655 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31630 members 
Mstep: Class 11 contains 19677 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 9571 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 60548 members 
Mstep: Class 18 contains 18172 members 
Mstep: Class 19 contains 40718 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56184 members 
Mstep: Class 27 contains 2771 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63381 members 
Mstep: Class 30 contains 9876 members 
Mstep: Class 31 contains 64281 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 111201 members 
Mstep: Class 34 contains 98429 members 
Mstep: Class 35 contains 30938 members 
Mstep: Class 36 contains 9496 members 
Mstep: Class 37 contains 1851 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3422 members 
Mstep: Class 40 contains 23350 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8516 members 
Mstep: Class 43 contains 3241 members 
Mstep: Class 44 contains 15217 members 
Mstep: Class 45 contains 11872 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 24783 members 
Mstep: Class 49 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111027128.000000 Penalty: 100759.242188
Iteration 114Q: 50 clusters Score -1.110271e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 16231 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 61918 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 4682 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 13654 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31678 members 
Mstep: Class 11 contains 19678 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 60547 members 
Mstep: Class 18 contains 18159 members 
Mstep: Class 19 contains 40747 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4397 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56191 members 
Mstep: Class 27 contains 2771 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 63358 members 
Mstep: Class 30 contains 9877 members 
Mstep: Class 31 contains 64315 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 111278 members 
Mstep: Class 34 contains 98444 members 
Mstep: Class 35 contains 30920 members 
Mstep: Class 36 contains 9500 members 
Mstep: Class 37 contains 1854 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3428 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8518 members 
Mstep: Class 43 contains 3248 members 
Mstep: Class 44 contains 15220 members 
Mstep: Class 45 contains 11838 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1963 members 
Mstep: Class 48 contains 24812 members 
Mstep: Class 49 contains 6434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026880.000000 Penalty: 100759.242188
Iteration 115Q: 50 clusters Score -1.110269e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 16170 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 61905 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4685 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 13650 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31708 members 
Mstep: Class 11 contains 19679 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 60546 members 
Mstep: Class 18 contains 18152 members 
Mstep: Class 19 contains 40783 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10950 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56187 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 63334 members 
Mstep: Class 30 contains 9877 members 
Mstep: Class 31 contains 64354 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 111355 members 
Mstep: Class 34 contains 98461 members 
Mstep: Class 35 contains 30891 members 
Mstep: Class 36 contains 9498 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3429 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8519 members 
Mstep: Class 43 contains 3260 members 
Mstep: Class 44 contains 15226 members 
Mstep: Class 45 contains 11807 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1967 members 
Mstep: Class 48 contains 24835 members 
Mstep: Class 49 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026880.000000 Penalty: 100759.242188
Iteration 116Q: 50 clusters Score -1.110269e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 16102 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 61901 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4686 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31748 members 
Mstep: Class 11 contains 19682 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 60547 members 
Mstep: Class 18 contains 18144 members 
Mstep: Class 19 contains 40824 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10945 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56188 members 
Mstep: Class 27 contains 2777 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 63309 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64367 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 111428 members 
Mstep: Class 34 contains 98484 members 
Mstep: Class 35 contains 30865 members 
Mstep: Class 36 contains 9499 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3435 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8521 members 
Mstep: Class 43 contains 3267 members 
Mstep: Class 44 contains 15229 members 
Mstep: Class 45 contains 11787 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1970 members 
Mstep: Class 48 contains 24856 members 
Mstep: Class 49 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111027032.000000 Penalty: 100759.242188
Iteration 117Q: 50 clusters Score -1.11027e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 16028 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 61903 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4686 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31799 members 
Mstep: Class 11 contains 19684 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 13 contains 9574 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 60547 members 
Mstep: Class 18 contains 18133 members 
Mstep: Class 19 contains 40852 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23898 members 
Mstep: Class 22 contains 10948 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56190 members 
Mstep: Class 27 contains 2783 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 63289 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64374 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 111519 members 
Mstep: Class 34 contains 98503 members 
Mstep: Class 35 contains 30837 members 
Mstep: Class 36 contains 9500 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3439 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8521 members 
Mstep: Class 43 contains 3272 members 
Mstep: Class 44 contains 15235 members 
Mstep: Class 45 contains 11768 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1974 members 
Mstep: Class 48 contains 24882 members 
Mstep: Class 49 contains 6437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026784.000000 Penalty: 100759.242188
Iteration 118Q: 50 clusters Score -1.110268e+08 nChanged 595
Entering ConstructFrom: 
Score: -111026784.000000 Penalty: 100759.242188
Entering ConstructFrom: 
Trying to split cluster 1 (59383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Entering Unmasked Estep 
Score: -6653963.500000 Penalty: 1635.574341
	Iteration 0F: 2 clusters Score -6653964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -6615217.500000 Penalty: 3271.148682
	Iteration 0F: 3 clusters Score -6615218 nChanged 27677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6631163.000000 Penalty: 3271.148682
	Iteration 1F: 3 clusters Score -6631163 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -6632432.000000 Penalty: 3271.148682
	Iteration 2F: 3 clusters Score -6632432 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -6634227.500000 Penalty: 3271.148682
	Iteration 3F: 3 clusters Score -6634228 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6636958.500000 Penalty: 3271.148682
	Iteration 4F: 3 clusters Score -6636958 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6641005.500000 Penalty: 3271.148682
	Iteration 5F: 3 clusters Score -6641006 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6645580.000000 Penalty: 3271.148682
	Iteration 6F: 3 clusters Score -6645580 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -6649322.500000 Penalty: 3271.148682
	Iteration 7F: 3 clusters Score -6649322 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -6651276.500000 Penalty: 3271.148682
	Iteration 8Q: 3 clusters Score -6651276 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -6652100.000000 Penalty: 3271.148682
	Iteration 9Q: 3 clusters Score -6652100 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -6652419.500000 Penalty: 3271.148682
	Iteration 10Q: 3 clusters Score -6652420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -6652522.000000 Penalty: 3271.148682
	Iteration 11Q: 3 clusters Score -6652522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -6652582.000000 Penalty: 3271.148682
	Iteration 12Q: 3 clusters Score -6652582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -6652601.000000 Penalty: 3271.148682
	Iteration 13Q: 3 clusters Score -6652601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -6652622.500000 Penalty: 3271.148682
	Iteration 14Q: 3 clusters Score -6652622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -6652643.000000 Penalty: 3271.148682
	Iteration 15Q: 3 clusters Score -6652643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -6652648.000000 Penalty: 3271.148682
	Iteration 16Q: 3 clusters Score -6652648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -6652665.000000 Penalty: 3271.148682
	Iteration 17Q: 3 clusters Score -6652665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -6652676.000000 Penalty: 3271.148682
	Iteration 18Q: 3 clusters Score -6652676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -6652683.500000 Penalty: 3271.148682
	Iteration 19Q: 3 clusters Score -6652684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -6652689.000000 Penalty: 3271.148682
	Iteration 20F: 3 clusters Score -6652689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -6652695.000000 Penalty: 3271.148682
	Iteration 21Q: 3 clusters Score -6652695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -6652694.500000 Penalty: 3271.148682
	Iteration 22Q: 3 clusters Score -6652694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -6652698.000000 Penalty: 3271.148682
	Iteration 23Q: 3 clusters Score -6652698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -6652693.000000 Penalty: 3271.148682
	Iteration 24Q: 3 clusters Score -6652693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -6652698.500000 Penalty: 3271.148682
	Iteration 25Q: 3 clusters Score -6652698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -6652702.500000 Penalty: 3271.148682
	Iteration 26Q: 3 clusters Score -6652702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -6652710.000000 Penalty: 3271.148682
	Iteration 27Q: 3 clusters Score -6652710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -6652705.500000 Penalty: 3271.148682
	Iteration 28Q: 3 clusters Score -6652706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -6652709.500000 Penalty: 3271.148682
	Iteration 29Q: 3 clusters Score -6652710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -6652709.500000 Penalty: 3271.148682
	Iteration 30F: 3 clusters Score -6652710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Entering Unmasked Estep 
Score: -1742500.875000 Penalty: 1440.127930
	Iteration 0F: 2 clusters Score -1742501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1731919.500000 Penalty: 2880.255859
	Iteration 0F: 3 clusters Score -1731920 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1735701.875000 Penalty: 2880.255859
	Iteration 1F: 3 clusters Score -1735702 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1736186.000000 Penalty: 2880.255859
	Iteration 2F: 3 clusters Score -1736186 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1736675.625000 Penalty: 2880.255859
	Iteration 3F: 3 clusters Score -1736676 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1737112.250000 Penalty: 2880.255859
	Iteration 4F: 3 clusters Score -1737112 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1737544.500000 Penalty: 2880.255859
	Iteration 5Q: 3 clusters Score -1737544 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1737940.625000 Penalty: 2880.255859
	Iteration 6Q: 3 clusters Score -1737941 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1738344.375000 Penalty: 2880.255859
	Iteration 7Q: 3 clusters Score -1738344 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1738705.000000 Penalty: 2880.255859
	Iteration 8Q: 3 clusters Score -1738705 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1739063.125000 Penalty: 2880.255859
	Iteration 9Q: 3 clusters Score -1739063 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1739425.875000 Penalty: 2880.255859
	Iteration 10Q: 3 clusters Score -1739426 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1739789.250000 Penalty: 2880.255859
	Iteration 11Q: 3 clusters Score -1739789 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1740072.375000 Penalty: 2880.255859
	Iteration 12Q: 3 clusters Score -1740072 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1740262.750000 Penalty: 2880.255859
	Iteration 13Q: 3 clusters Score -1740263 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1740398.500000 Penalty: 2880.255859
	Iteration 14Q: 3 clusters Score -1740398 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1740507.125000 Penalty: 2880.255859
	Iteration 15Q: 3 clusters Score -1740507 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1740594.250000 Penalty: 2880.255859
	Iteration 16Q: 3 clusters Score -1740594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1740668.500000 Penalty: 2880.255859
	Iteration 17Q: 3 clusters Score -1740668 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1740734.375000 Penalty: 2880.255859
	Iteration 18Q: 3 clusters Score -1740734 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1740783.625000 Penalty: 2880.255859
	Iteration 19Q: 3 clusters Score -1740784 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1740838.000000 Penalty: 2880.255859
	Iteration 20F: 3 clusters Score -1740838 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1740868.250000 Penalty: 2880.255859
	Iteration 21Q: 3 clusters Score -1740868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1740899.375000 Penalty: 2880.255859
	Iteration 22Q: 3 clusters Score -1740899 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1740921.000000 Penalty: 2880.255859
	Iteration 23Q: 3 clusters Score -1740921 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1740950.000000 Penalty: 2880.255859
	Iteration 24Q: 3 clusters Score -1740950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1740969.875000 Penalty: 2880.255859
	Iteration 25Q: 3 clusters Score -1740970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1740970.875000 Penalty: 2880.255859
	Iteration 26Q: 3 clusters Score -1740971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1740983.500000 Penalty: 2880.255859
	Iteration 27Q: 3 clusters Score -1740984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1741000.750000 Penalty: 2880.255859
	Iteration 28Q: 3 clusters Score -1741001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1741012.750000 Penalty: 2880.255859
	Iteration 29Q: 3 clusters Score -1741013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1741026.375000 Penalty: 2880.255859
	Iteration 30Q: 3 clusters Score -1741026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1741031.875000 Penalty: 2880.255859
	Iteration 31Q: 3 clusters Score -1741032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1741046.375000 Penalty: 2880.255859
	Iteration 32Q: 3 clusters Score -1741046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1741056.750000 Penalty: 2880.255859
	Iteration 33Q: 3 clusters Score -1741057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1741076.125000 Penalty: 2880.255859
	Iteration 34Q: 3 clusters Score -1741076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1741097.625000 Penalty: 2880.255859
	Iteration 35Q: 3 clusters Score -1741098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1741123.500000 Penalty: 2880.255859
	Iteration 36Q: 3 clusters Score -1741124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1741151.000000 Penalty: 2880.255859
	Iteration 37Q: 3 clusters Score -1741151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1741174.000000 Penalty: 2880.255859
	Iteration 38Q: 3 clusters Score -1741174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1741199.875000 Penalty: 2880.255859
	Iteration 39Q: 3 clusters Score -1741200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1741217.000000 Penalty: 2880.255859
	Iteration 40F: 3 clusters Score -1741217 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1741237.125000 Penalty: 2880.255859
	Iteration 41Q: 3 clusters Score -1741237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1741255.375000 Penalty: 2880.255859
	Iteration 42Q: 3 clusters Score -1741255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1741269.750000 Penalty: 2880.255859
	Iteration 43Q: 3 clusters Score -1741270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1741277.500000 Penalty: 2880.255859
	Iteration 44Q: 3 clusters Score -1741278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1741295.750000 Penalty: 2880.255859
	Iteration 45Q: 3 clusters Score -1741296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1741303.250000 Penalty: 2880.255859
	Iteration 46Q: 3 clusters Score -1741303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1741314.250000 Penalty: 2880.255859
	Iteration 47Q: 3 clusters Score -1741314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1741330.000000 Penalty: 2880.255859
	Iteration 48Q: 3 clusters Score -1741330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1741344.125000 Penalty: 2880.255859
	Iteration 49Q: 3 clusters Score -1741344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1741355.500000 Penalty: 2880.255859
	Iteration 50Q: 3 clusters Score -1741356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1741362.625000 Penalty: 2880.255859
	Iteration 51Q: 3 clusters Score -1741363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1741380.000000 Penalty: 2880.255859
	Iteration 52Q: 3 clusters Score -1741380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1741397.500000 Penalty: 2880.255859
	Iteration 53Q: 3 clusters Score -1741398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1741415.000000 Penalty: 2880.255859
	Iteration 54Q: 3 clusters Score -1741415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1741434.750000 Penalty: 2880.255859
	Iteration 55Q: 3 clusters Score -1741435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1741457.625000 Penalty: 2880.255859
	Iteration 56Q: 3 clusters Score -1741458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1741478.875000 Penalty: 2880.255859
	Iteration 57Q: 3 clusters Score -1741479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1741499.625000 Penalty: 2880.255859
	Iteration 58Q: 3 clusters Score -1741500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1741522.375000 Penalty: 2880.255859
	Iteration 59Q: 3 clusters Score -1741522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1741558.625000 Penalty: 2880.255859
	Iteration 60F: 3 clusters Score -1741559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1741579.000000 Penalty: 2880.255859
	Iteration 61Q: 3 clusters Score -1741579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1741600.000000 Penalty: 2880.255859
	Iteration 62Q: 3 clusters Score -1741600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1741619.000000 Penalty: 2880.255859
	Iteration 63Q: 3 clusters Score -1741619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1741644.000000 Penalty: 2880.255859
	Iteration 64Q: 3 clusters Score -1741644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1741662.125000 Penalty: 2880.255859
	Iteration 65Q: 3 clusters Score -1741662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1741680.000000 Penalty: 2880.255859
	Iteration 66Q: 3 clusters Score -1741680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1741692.625000 Penalty: 2880.255859
	Iteration 67Q: 3 clusters Score -1741693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1741707.125000 Penalty: 2880.255859
	Iteration 68Q: 3 clusters Score -1741707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1741721.000000 Penalty: 2880.255859
	Iteration 69Q: 3 clusters Score -1741721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1741735.375000 Penalty: 2880.255859
	Iteration 70Q: 3 clusters Score -1741735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1741745.125000 Penalty: 2880.255859
	Iteration 71Q: 3 clusters Score -1741745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1741747.125000 Penalty: 2880.255859
	Iteration 72Q: 3 clusters Score -1741747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1741757.250000 Penalty: 2880.255859
	Iteration 73Q: 3 clusters Score -1741757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1741759.250000 Penalty: 2880.255859
	Iteration 74Q: 3 clusters Score -1741759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1741772.625000 Penalty: 2880.255859
	Iteration 75Q: 3 clusters Score -1741773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1741774.500000 Penalty: 2880.255859
	Iteration 76Q: 3 clusters Score -1741774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1741775.750000 Penalty: 2880.255859
	Iteration 77Q: 3 clusters Score -1741776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1741776.125000 Penalty: 2880.255859
	Iteration 78Q: 3 clusters Score -1741776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1741778.000000 Penalty: 2880.255859
	Iteration 79Q: 3 clusters Score -1741778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1741777.125000 Penalty: 2880.255859
	Iteration 80F: 3 clusters Score -1741777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1741780.375000 Penalty: 2880.255859
	Iteration 81Q: 3 clusters Score -1741780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1741778.500000 Penalty: 2880.255859
	Iteration 82Q: 3 clusters Score -1741778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1741784.000000 Penalty: 2880.255859
	Iteration 83Q: 3 clusters Score -1741784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1741787.000000 Penalty: 2880.255859
	Iteration 84Q: 3 clusters Score -1741787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1741788.375000 Penalty: 2880.255859
	Iteration 85Q: 3 clusters Score -1741788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1741786.125000 Penalty: 2880.255859
	Iteration 86Q: 3 clusters Score -1741786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1741784.750000 Penalty: 2880.255859
	Iteration 87Q: 3 clusters Score -1741785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1741785.000000 Penalty: 2880.255859
	Iteration 88Q: 3 clusters Score -1741785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1741785.375000 Penalty: 2880.255859
	Iteration 89Q: 3 clusters Score -1741785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1741786.250000 Penalty: 2880.255859
	Iteration 90Q: 3 clusters Score -1741786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1741785.750000 Penalty: 2880.255859
	Iteration 91Q: 3 clusters Score -1741786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1741785.000000 Penalty: 2880.255859
	Iteration 92Q: 3 clusters Score -1741785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1741785.000000 Penalty: 2880.255859
	Iteration 93F: 3 clusters Score -1741785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Entering Unmasked Estep 
Score: -1192269.125000 Penalty: 1385.261353
	Iteration 0F: 2 clusters Score -1192269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1184878.625000 Penalty: 2770.522705
	Iteration 0F: 3 clusters Score -1184879 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1187254.375000 Penalty: 2770.522705
	Iteration 1F: 3 clusters Score -1187254 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1187528.625000 Penalty: 2770.522705
	Iteration 2F: 3 clusters Score -1187529 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1187741.500000 Penalty: 2770.522705
	Iteration 3Q: 3 clusters Score -1187742 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1187917.375000 Penalty: 2770.522705
	Iteration 4Q: 3 clusters Score -1187917 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1188070.000000 Penalty: 2770.522705
	Iteration 5Q: 3 clusters Score -1188070 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1188215.125000 Penalty: 2770.522705
	Iteration 6Q: 3 clusters Score -1188215 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1188355.750000 Penalty: 2770.522705
	Iteration 7Q: 3 clusters Score -1188356 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1188503.000000 Penalty: 2770.522705
	Iteration 8Q: 3 clusters Score -1188503 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1188677.875000 Penalty: 2770.522705
	Iteration 9Q: 3 clusters Score -1188678 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1188894.875000 Penalty: 2770.522705
	Iteration 10Q: 3 clusters Score -1188895 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1189126.000000 Penalty: 2770.522705
	Iteration 11Q: 3 clusters Score -1189126 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1189418.875000 Penalty: 2770.522705
	Iteration 12Q: 3 clusters Score -1189419 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1189719.000000 Penalty: 2770.522705
	Iteration 13Q: 3 clusters Score -1189719 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1190023.500000 Penalty: 2770.522705
	Iteration 14Q: 3 clusters Score -1190024 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1190289.375000 Penalty: 2770.522705
	Iteration 15Q: 3 clusters Score -1190289 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1190536.500000 Penalty: 2770.522705
	Iteration 16Q: 3 clusters Score -1190536 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1190726.000000 Penalty: 2770.522705
	Iteration 17Q: 3 clusters Score -1190726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1190865.250000 Penalty: 2770.522705
	Iteration 18Q: 3 clusters Score -1190865 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1190961.000000 Penalty: 2770.522705
	Iteration 19Q: 3 clusters Score -1190961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1191042.625000 Penalty: 2770.522705
	Iteration 20F: 3 clusters Score -1191043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1191097.375000 Penalty: 2770.522705
	Iteration 21Q: 3 clusters Score -1191097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1191145.500000 Penalty: 2770.522705
	Iteration 22Q: 3 clusters Score -1191146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1191185.625000 Penalty: 2770.522705
	Iteration 23Q: 3 clusters Score -1191186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1191219.250000 Penalty: 2770.522705
	Iteration 24Q: 3 clusters Score -1191219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1191248.750000 Penalty: 2770.522705
	Iteration 25Q: 3 clusters Score -1191249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1191267.250000 Penalty: 2770.522705
	Iteration 26Q: 3 clusters Score -1191267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1191288.375000 Penalty: 2770.522705
	Iteration 27Q: 3 clusters Score -1191288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1191302.000000 Penalty: 2770.522705
	Iteration 28Q: 3 clusters Score -1191302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1191313.125000 Penalty: 2770.522705
	Iteration 29Q: 3 clusters Score -1191313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1191324.000000 Penalty: 2770.522705
	Iteration 30Q: 3 clusters Score -1191324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1191336.625000 Penalty: 2770.522705
	Iteration 31Q: 3 clusters Score -1191337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1191343.000000 Penalty: 2770.522705
	Iteration 32Q: 3 clusters Score -1191343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1191348.125000 Penalty: 2770.522705
	Iteration 33Q: 3 clusters Score -1191348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1191357.250000 Penalty: 2770.522705
	Iteration 34Q: 3 clusters Score -1191357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1191360.250000 Penalty: 2770.522705
	Iteration 35Q: 3 clusters Score -1191360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1191365.875000 Penalty: 2770.522705
	Iteration 36Q: 3 clusters Score -1191366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1191367.375000 Penalty: 2770.522705
	Iteration 37Q: 3 clusters Score -1191367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1191372.375000 Penalty: 2770.522705
	Iteration 38Q: 3 clusters Score -1191372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1191375.875000 Penalty: 2770.522705
	Iteration 39Q: 3 clusters Score -1191376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1191374.875000 Penalty: 2770.522705
	Iteration 40F: 3 clusters Score -1191375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1191378.250000 Penalty: 2770.522705
	Iteration 41Q: 3 clusters Score -1191378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1191380.625000 Penalty: 2770.522705
	Iteration 42Q: 3 clusters Score -1191381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1191385.000000 Penalty: 2770.522705
	Iteration 43Q: 3 clusters Score -1191385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1191386.250000 Penalty: 2770.522705
	Iteration 44Q: 3 clusters Score -1191386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1191386.125000 Penalty: 2770.522705
	Iteration 45Q: 3 clusters Score -1191386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1191388.625000 Penalty: 2770.522705
	Iteration 46Q: 3 clusters Score -1191389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1191388.250000 Penalty: 2770.522705
	Iteration 47Q: 3 clusters Score -1191388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1191391.750000 Penalty: 2770.522705
	Iteration 48Q: 3 clusters Score -1191392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1191392.375000 Penalty: 2770.522705
	Iteration 49Q: 3 clusters Score -1191392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1191394.250000 Penalty: 2770.522705
	Iteration 50Q: 3 clusters Score -1191394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1191395.000000 Penalty: 2770.522705
	Iteration 51Q: 3 clusters Score -1191395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1191395.000000 Penalty: 2770.522705
	Iteration 52F: 3 clusters Score -1191395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Entering Unmasked Estep 
Score: -7196952.500000 Penalty: 1641.751465
	Iteration 0F: 2 clusters Score -7196952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7156809.000000 Penalty: 3283.502930
	Iteration 0F: 3 clusters Score -7156809 nChanged 28748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -7173221.000000 Penalty: 3283.502930
	Iteration 1F: 3 clusters Score -7173221 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -7174090.500000 Penalty: 3283.502930
	Iteration 2Q: 3 clusters Score -7174090 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -7175146.000000 Penalty: 3283.502930
	Iteration 3Q: 3 clusters Score -7175146 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -7176572.000000 Penalty: 3283.502930
	Iteration 4Q: 3 clusters Score -7176572 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -7178604.000000 Penalty: 3283.502930
	Iteration 5F: 3 clusters Score -7178604 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -7181189.500000 Penalty: 3283.502930
	Iteration 6F: 3 clusters Score -7181190 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -7184243.500000 Penalty: 3283.502930
	Iteration 7F: 3 clusters Score -7184244 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -7187533.000000 Penalty: 3283.502930
	Iteration 8F: 3 clusters Score -7187533 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -7190380.500000 Penalty: 3283.502930
	Iteration 9F: 3 clusters Score -7190380 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7192540.500000 Penalty: 3283.502930
	Iteration 10F: 3 clusters Score -7192540 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -7194094.000000 Penalty: 3283.502930
	Iteration 11Q: 3 clusters Score -7194094 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -7194973.500000 Penalty: 3283.502930
	Iteration 12Q: 3 clusters Score -7194974 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7195547.000000 Penalty: 3283.502930
	Iteration 13Q: 3 clusters Score -7195547 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -7196012.500000 Penalty: 3283.502930
	Iteration 14Q: 3 clusters Score -7196012 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7196347.500000 Penalty: 3283.502930
	Iteration 15Q: 3 clusters Score -7196348 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -7196622.500000 Penalty: 3283.502930
	Iteration 16Q: 3 clusters Score -7196622 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7196935.500000 Penalty: 3283.502930
	Iteration 17Q: 3 clusters Score -7196936 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7197136.000000 Penalty: 3283.502930
	Iteration 18Q: 3 clusters Score -7197136 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7197322.500000 Penalty: 3283.502930
	Iteration 19Q: 3 clusters Score -7197322 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -7197543.000000 Penalty: 3283.502930
	Iteration 20F: 3 clusters Score -7197543 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -7197775.000000 Penalty: 3283.502930
	Iteration 21Q: 3 clusters Score -7197775 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -7197958.000000 Penalty: 3283.502930
	Iteration 22Q: 3 clusters Score -7197958 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -7198096.000000 Penalty: 3283.502930
	Iteration 23Q: 3 clusters Score -7198096 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -7198224.000000 Penalty: 3283.502930
	Iteration 24Q: 3 clusters Score -7198224 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -7198290.000000 Penalty: 3283.502930
	Iteration 25Q: 3 clusters Score -7198290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -7198412.500000 Penalty: 3283.502930
	Iteration 26Q: 3 clusters Score -7198412 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -7198510.500000 Penalty: 3283.502930
	Iteration 27Q: 3 clusters Score -7198510 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -7198577.000000 Penalty: 3283.502930
	Iteration 28Q: 3 clusters Score -7198577 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -7198649.500000 Penalty: 3283.502930
	Iteration 29Q: 3 clusters Score -7198650 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -7198690.500000 Penalty: 3283.502930
	Iteration 30Q: 3 clusters Score -7198690 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -7198729.000000 Penalty: 3283.502930
	Iteration 31Q: 3 clusters Score -7198729 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -7198778.500000 Penalty: 3283.502930
	Iteration 32Q: 3 clusters Score -7198778 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -7198798.500000 Penalty: 3283.502930
	Iteration 33Q: 3 clusters Score -7198798 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -7198835.000000 Penalty: 3283.502930
	Iteration 34Q: 3 clusters Score -7198835 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -7198876.000000 Penalty: 3283.502930
	Iteration 35Q: 3 clusters Score -7198876 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -7198929.500000 Penalty: 3283.502930
	Iteration 36Q: 3 clusters Score -7198930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -7198963.500000 Penalty: 3283.502930
	Iteration 37Q: 3 clusters Score -7198964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -7198990.000000 Penalty: 3283.502930
	Iteration 38Q: 3 clusters Score -7198990 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -7199001.000000 Penalty: 3283.502930
	Iteration 39Q: 3 clusters Score -7199001 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -7199009.000000 Penalty: 3283.502930
	Iteration 40F: 3 clusters Score -7199009 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -7199053.000000 Penalty: 3283.502930
	Iteration 41Q: 3 clusters Score -7199053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -7199045.500000 Penalty: 3283.502930
	Iteration 42Q: 3 clusters Score -7199046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -7199045.000000 Penalty: 3283.502930
	Iteration 43Q: 3 clusters Score -7199045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -7199039.500000 Penalty: 3283.502930
	Iteration 44Q: 3 clusters Score -7199040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -7199047.000000 Penalty: 3283.502930
	Iteration 45Q: 3 clusters Score -7199047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -7199044.000000 Penalty: 3283.502930
	Iteration 46Q: 3 clusters Score -7199044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -7199031.500000 Penalty: 3283.502930
	Iteration 47Q: 3 clusters Score -7199032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -7199037.000000 Penalty: 3283.502930
	Iteration 48Q: 3 clusters Score -7199037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -7199030.500000 Penalty: 3283.502930
	Iteration 49Q: 3 clusters Score -7199030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7199038.500000 Penalty: 3283.502930
	Iteration 50Q: 3 clusters Score -7199038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7199040.500000 Penalty: 3283.502930
	Iteration 51Q: 3 clusters Score -7199040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -7199049.000000 Penalty: 3283.502930
	Iteration 52Q: 3 clusters Score -7199049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7199040.500000 Penalty: 3283.502930
	Iteration 53Q: 3 clusters Score -7199040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -7199046.500000 Penalty: 3283.502930
	Iteration 54Q: 3 clusters Score -7199046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -7199041.000000 Penalty: 3283.502930
	Iteration 55Q: 3 clusters Score -7199041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -7199055.000000 Penalty: 3283.502930
	Iteration 56Q: 3 clusters Score -7199055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -7199060.500000 Penalty: 3283.502930
	Iteration 57Q: 3 clusters Score -7199060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -7199063.000000 Penalty: 3283.502930
	Iteration 58Q: 3 clusters Score -7199063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -7199059.000000 Penalty: 3283.502930
	Iteration 59Q: 3 clusters Score -7199059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -7199059.000000 Penalty: 3283.502930
	Iteration 60F: 3 clusters Score -7199059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -7199046.500000 Penalty: 3283.502930
	Iteration 61Q: 3 clusters Score -7199046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -7199047.000000 Penalty: 3283.502930
	Iteration 62Q: 3 clusters Score -7199047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -7199041.500000 Penalty: 3283.502930
	Iteration 63Q: 3 clusters Score -7199042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -7199047.500000 Penalty: 3283.502930
	Iteration 64Q: 3 clusters Score -7199048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -7199053.000000 Penalty: 3283.502930
	Iteration 65Q: 3 clusters Score -7199053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -7199037.000000 Penalty: 3283.502930
	Iteration 66Q: 3 clusters Score -7199037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -7199035.000000 Penalty: 3283.502930
	Iteration 67Q: 3 clusters Score -7199035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -7199030.000000 Penalty: 3283.502930
	Iteration 68Q: 3 clusters Score -7199030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -7199037.500000 Penalty: 3283.502930
	Iteration 69Q: 3 clusters Score -7199038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -7199031.000000 Penalty: 3283.502930
	Iteration 70Q: 3 clusters Score -7199031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -7199042.500000 Penalty: 3283.502930
	Iteration 71Q: 3 clusters Score -7199042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7199036.500000 Penalty: 3283.502930
	Iteration 72Q: 3 clusters Score -7199036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -7199043.500000 Penalty: 3283.502930
	Iteration 73Q: 3 clusters Score -7199044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -7199045.000000 Penalty: 3283.502930
	Iteration 74Q: 3 clusters Score -7199045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7199051.000000 Penalty: 3283.502930
	Iteration 75Q: 3 clusters Score -7199051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -7199050.000000 Penalty: 3283.502930
	Iteration 76Q: 3 clusters Score -7199050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -7199046.000000 Penalty: 3283.502930
	Iteration 77Q: 3 clusters Score -7199046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -7199046.000000 Penalty: 3283.502930
	Iteration 78F: 3 clusters Score -7199046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 31828 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 111582 members 
Mstep: Class 34 contains 98523 members 
Mstep: Class 35 contains 30819 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Entering Unmasked Estep 
Score: -111028504.000000 Penalty: 102815.562500
Splitting cluster 4 changes total score from -111026784.000000 to -111028504.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 5 (17405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Entering Unmasked Estep 
Score: -2070392.375000 Penalty: 1452.959595
	Iteration 0F: 2 clusters Score -2070392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2059099.000000 Penalty: 2905.919189
	Iteration 0F: 3 clusters Score -2059099 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2063006.250000 Penalty: 2905.919189
	Iteration 1F: 3 clusters Score -2063006 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2063330.875000 Penalty: 2905.919189
	Iteration 2F: 3 clusters Score -2063331 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2063572.000000 Penalty: 2905.919189
	Iteration 3Q: 3 clusters Score -2063572 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2063784.250000 Penalty: 2905.919189
	Iteration 4Q: 3 clusters Score -2063784 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2063947.875000 Penalty: 2905.919189
	Iteration 5Q: 3 clusters Score -2063948 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2064102.000000 Penalty: 2905.919189
	Iteration 6Q: 3 clusters Score -2064102 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2064262.500000 Penalty: 2905.919189
	Iteration 7Q: 3 clusters Score -2064262 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2064433.250000 Penalty: 2905.919189
	Iteration 8Q: 3 clusters Score -2064433 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2064637.625000 Penalty: 2905.919189
	Iteration 9Q: 3 clusters Score -2064638 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2064910.000000 Penalty: 2905.919189
	Iteration 10Q: 3 clusters Score -2064910 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2065283.500000 Penalty: 2905.919189
	Iteration 11Q: 3 clusters Score -2065284 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2065721.875000 Penalty: 2905.919189
	Iteration 12Q: 3 clusters Score -2065722 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2066188.125000 Penalty: 2905.919189
	Iteration 13Q: 3 clusters Score -2066188 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2066686.875000 Penalty: 2905.919189
	Iteration 14Q: 3 clusters Score -2066687 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2067178.000000 Penalty: 2905.919189
	Iteration 15Q: 3 clusters Score -2067178 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2067636.250000 Penalty: 2905.919189
	Iteration 16Q: 3 clusters Score -2067636 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2068038.625000 Penalty: 2905.919189
	Iteration 17Q: 3 clusters Score -2068039 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2068377.125000 Penalty: 2905.919189
	Iteration 18Q: 3 clusters Score -2068377 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2068623.500000 Penalty: 2905.919189
	Iteration 19Q: 3 clusters Score -2068624 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2068806.000000 Penalty: 2905.919189
	Iteration 20F: 3 clusters Score -2068806 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2068961.125000 Penalty: 2905.919189
	Iteration 21Q: 3 clusters Score -2068961 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2069084.000000 Penalty: 2905.919189
	Iteration 22Q: 3 clusters Score -2069084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2069164.250000 Penalty: 2905.919189
	Iteration 23Q: 3 clusters Score -2069164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2069235.625000 Penalty: 2905.919189
	Iteration 24Q: 3 clusters Score -2069236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2069288.125000 Penalty: 2905.919189
	Iteration 25Q: 3 clusters Score -2069288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2069321.625000 Penalty: 2905.919189
	Iteration 26Q: 3 clusters Score -2069322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2069356.250000 Penalty: 2905.919189
	Iteration 27Q: 3 clusters Score -2069356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2069389.375000 Penalty: 2905.919189
	Iteration 28Q: 3 clusters Score -2069389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2069405.500000 Penalty: 2905.919189
	Iteration 29Q: 3 clusters Score -2069406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2069414.875000 Penalty: 2905.919189
	Iteration 30Q: 3 clusters Score -2069415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2069428.750000 Penalty: 2905.919189
	Iteration 31Q: 3 clusters Score -2069429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2069442.250000 Penalty: 2905.919189
	Iteration 32Q: 3 clusters Score -2069442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2069450.250000 Penalty: 2905.919189
	Iteration 33Q: 3 clusters Score -2069450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2069459.250000 Penalty: 2905.919189
	Iteration 34Q: 3 clusters Score -2069459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2069468.750000 Penalty: 2905.919189
	Iteration 35Q: 3 clusters Score -2069469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2069477.625000 Penalty: 2905.919189
	Iteration 36Q: 3 clusters Score -2069478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2069480.000000 Penalty: 2905.919189
	Iteration 37Q: 3 clusters Score -2069480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2069481.125000 Penalty: 2905.919189
	Iteration 38Q: 3 clusters Score -2069481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2069483.625000 Penalty: 2905.919189
	Iteration 39Q: 3 clusters Score -2069484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2069482.625000 Penalty: 2905.919189
	Iteration 40F: 3 clusters Score -2069483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2069487.500000 Penalty: 2905.919189
	Iteration 41Q: 3 clusters Score -2069488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2069488.500000 Penalty: 2905.919189
	Iteration 42Q: 3 clusters Score -2069488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2069490.875000 Penalty: 2905.919189
	Iteration 43Q: 3 clusters Score -2069491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2069502.375000 Penalty: 2905.919189
	Iteration 44Q: 3 clusters Score -2069502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2069508.125000 Penalty: 2905.919189
	Iteration 45Q: 3 clusters Score -2069508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2069511.125000 Penalty: 2905.919189
	Iteration 46Q: 3 clusters Score -2069511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2069513.125000 Penalty: 2905.919189
	Iteration 47Q: 3 clusters Score -2069513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2069514.250000 Penalty: 2905.919189
	Iteration 48Q: 3 clusters Score -2069514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2069514.750000 Penalty: 2905.919189
	Iteration 49Q: 3 clusters Score -2069515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2069516.750000 Penalty: 2905.919189
	Iteration 50Q: 3 clusters Score -2069517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2069516.750000 Penalty: 2905.919189
	Iteration 51Q: 3 clusters Score -2069517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2069516.875000 Penalty: 2905.919189
	Iteration 52Q: 3 clusters Score -2069517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2069516.000000 Penalty: 2905.919189
	Iteration 53Q: 3 clusters Score -2069516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2069520.250000 Penalty: 2905.919189
	Iteration 54Q: 3 clusters Score -2069520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2069520.250000 Penalty: 2905.919189
	Iteration 55Q: 3 clusters Score -2069520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2069520.750000 Penalty: 2905.919189
	Iteration 56Q: 3 clusters Score -2069521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2069520.750000 Penalty: 2905.919189
	Iteration 57F: 3 clusters Score -2069521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -521094.875000 Penalty: 1257.739136
	Iteration 0F: 2 clusters Score -521094.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -517567.750000 Penalty: 2515.478271
	Iteration 0F: 3 clusters Score -517567.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -518571.281250 Penalty: 2515.478271
	Iteration 1F: 3 clusters Score -518571.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -518784.125000 Penalty: 2515.478271
	Iteration 2F: 3 clusters Score -518784.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -518904.687500 Penalty: 2515.478271
	Iteration 3Q: 3 clusters Score -518904.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -518999.875000 Penalty: 2515.478271
	Iteration 4Q: 3 clusters Score -518999.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -519083.687500 Penalty: 2515.478271
	Iteration 5Q: 3 clusters Score -519083.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -519151.187500 Penalty: 2515.478271
	Iteration 6Q: 3 clusters Score -519151.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -519215.062500 Penalty: 2515.478271
	Iteration 7Q: 3 clusters Score -519215.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -519263.437500 Penalty: 2515.478271
	Iteration 8Q: 3 clusters Score -519263.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -519306.000000 Penalty: 2515.478271
	Iteration 9Q: 3 clusters Score -519306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -519350.125000 Penalty: 2515.478271
	Iteration 10Q: 3 clusters Score -519350.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -519395.937500 Penalty: 2515.478271
	Iteration 11Q: 3 clusters Score -519395.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -519443.875000 Penalty: 2515.478271
	Iteration 12Q: 3 clusters Score -519443.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -519490.781250 Penalty: 2515.478271
	Iteration 13Q: 3 clusters Score -519490.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -519531.343750 Penalty: 2515.478271
	Iteration 14Q: 3 clusters Score -519531.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -519571.906250 Penalty: 2515.478271
	Iteration 15Q: 3 clusters Score -519571.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -519607.093750 Penalty: 2515.478271
	Iteration 16Q: 3 clusters Score -519607.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -519635.781250 Penalty: 2515.478271
	Iteration 17Q: 3 clusters Score -519635.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -519659.468750 Penalty: 2515.478271
	Iteration 18Q: 3 clusters Score -519659.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -519685.562500 Penalty: 2515.478271
	Iteration 19Q: 3 clusters Score -519685.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -519708.781250 Penalty: 2515.478271
	Iteration 20F: 3 clusters Score -519708.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -519723.875000 Penalty: 2515.478271
	Iteration 21Q: 3 clusters Score -519723.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -519734.625000 Penalty: 2515.478271
	Iteration 22Q: 3 clusters Score -519734.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -519754.375000 Penalty: 2515.478271
	Iteration 23Q: 3 clusters Score -519754.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -519773.625000 Penalty: 2515.478271
	Iteration 24Q: 3 clusters Score -519773.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -519793.375000 Penalty: 2515.478271
	Iteration 25Q: 3 clusters Score -519793.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -519808.281250 Penalty: 2515.478271
	Iteration 26Q: 3 clusters Score -519808.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -519823.562500 Penalty: 2515.478271
	Iteration 27Q: 3 clusters Score -519823.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -519841.500000 Penalty: 2515.478271
	Iteration 28Q: 3 clusters Score -519841.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -519861.531250 Penalty: 2515.478271
	Iteration 29Q: 3 clusters Score -519861.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -519878.000000 Penalty: 2515.478271
	Iteration 30Q: 3 clusters Score -519878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -519890.718750 Penalty: 2515.478271
	Iteration 31Q: 3 clusters Score -519890.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -519901.687500 Penalty: 2515.478271
	Iteration 32Q: 3 clusters Score -519901.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -519906.750000 Penalty: 2515.478271
	Iteration 33Q: 3 clusters Score -519906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -519910.968750 Penalty: 2515.478271
	Iteration 34Q: 3 clusters Score -519911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -519917.125000 Penalty: 2515.478271
	Iteration 35Q: 3 clusters Score -519917.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -519924.906250 Penalty: 2515.478271
	Iteration 36Q: 3 clusters Score -519924.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -519933.031250 Penalty: 2515.478271
	Iteration 37Q: 3 clusters Score -519933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -519940.750000 Penalty: 2515.478271
	Iteration 38Q: 3 clusters Score -519940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -519945.062500 Penalty: 2515.478271
	Iteration 39Q: 3 clusters Score -519945.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -519950.312500 Penalty: 2515.478271
	Iteration 40F: 3 clusters Score -519950.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -519956.625000 Penalty: 2515.478271
	Iteration 41Q: 3 clusters Score -519956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -519962.500000 Penalty: 2515.478271
	Iteration 42Q: 3 clusters Score -519962.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -519969.250000 Penalty: 2515.478271
	Iteration 43Q: 3 clusters Score -519969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -519974.781250 Penalty: 2515.478271
	Iteration 44Q: 3 clusters Score -519974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -519977.312500 Penalty: 2515.478271
	Iteration 45Q: 3 clusters Score -519977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -519978.781250 Penalty: 2515.478271
	Iteration 46Q: 3 clusters Score -519978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -519980.218750 Penalty: 2515.478271
	Iteration 47Q: 3 clusters Score -519980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -519980.968750 Penalty: 2515.478271
	Iteration 48Q: 3 clusters Score -519981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -519981.562500 Penalty: 2515.478271
	Iteration 49Q: 3 clusters Score -519981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -519982.531250 Penalty: 2515.478271
	Iteration 50Q: 3 clusters Score -519982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -519984.125000 Penalty: 2515.478271
	Iteration 51Q: 3 clusters Score -519984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -519984.593750 Penalty: 2515.478271
	Iteration 52Q: 3 clusters Score -519984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -519986.593750 Penalty: 2515.478271
	Iteration 53Q: 3 clusters Score -519986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -519988.500000 Penalty: 2515.478271
	Iteration 54Q: 3 clusters Score -519988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -519991.781250 Penalty: 2515.478271
	Iteration 55Q: 3 clusters Score -519991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -519992.812500 Penalty: 2515.478271
	Iteration 56Q: 3 clusters Score -519992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -519998.500000 Penalty: 2515.478271
	Iteration 57Q: 3 clusters Score -519998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -520006.000000 Penalty: 2515.478271
	Iteration 58Q: 3 clusters Score -520006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -520010.281250 Penalty: 2515.478271
	Iteration 59Q: 3 clusters Score -520010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -520015.000000 Penalty: 2515.478271
	Iteration 60F: 3 clusters Score -520015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -520019.500000 Penalty: 2515.478271
	Iteration 61Q: 3 clusters Score -520019.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -520022.687500 Penalty: 2515.478271
	Iteration 62Q: 3 clusters Score -520022.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -520028.593750 Penalty: 2515.478271
	Iteration 63Q: 3 clusters Score -520028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -520031.906250 Penalty: 2515.478271
	Iteration 64Q: 3 clusters Score -520031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -520037.125000 Penalty: 2515.478271
	Iteration 65Q: 3 clusters Score -520037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -520038.750000 Penalty: 2515.478271
	Iteration 66Q: 3 clusters Score -520038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -520042.312500 Penalty: 2515.478271
	Iteration 67Q: 3 clusters Score -520042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -520045.093750 Penalty: 2515.478271
	Iteration 68Q: 3 clusters Score -520045.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -520047.406250 Penalty: 2515.478271
	Iteration 69Q: 3 clusters Score -520047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -520051.781250 Penalty: 2515.478271
	Iteration 70Q: 3 clusters Score -520051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -520056.187500 Penalty: 2515.478271
	Iteration 71Q: 3 clusters Score -520056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -520062.125000 Penalty: 2515.478271
	Iteration 72Q: 3 clusters Score -520062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -520065.656250 Penalty: 2515.478271
	Iteration 73Q: 3 clusters Score -520065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -520071.968750 Penalty: 2515.478271
	Iteration 74Q: 3 clusters Score -520072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -520080.718750 Penalty: 2515.478271
	Iteration 75Q: 3 clusters Score -520080.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -520086.781250 Penalty: 2515.478271
	Iteration 76Q: 3 clusters Score -520086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -520091.375000 Penalty: 2515.478271
	Iteration 77Q: 3 clusters Score -520091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -520094.937500 Penalty: 2515.478271
	Iteration 78Q: 3 clusters Score -520094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -520099.437500 Penalty: 2515.478271
	Iteration 79Q: 3 clusters Score -520099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -520107.312500 Penalty: 2515.478271
	Iteration 80F: 3 clusters Score -520107.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -520117.125000 Penalty: 2515.478271
	Iteration 81Q: 3 clusters Score -520117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -520122.156250 Penalty: 2515.478271
	Iteration 82Q: 3 clusters Score -520122.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -520126.937500 Penalty: 2515.478271
	Iteration 83Q: 3 clusters Score -520126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -520130.562500 Penalty: 2515.478271
	Iteration 84Q: 3 clusters Score -520130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -520131.343750 Penalty: 2515.478271
	Iteration 85Q: 3 clusters Score -520131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -520133.937500 Penalty: 2515.478271
	Iteration 86Q: 3 clusters Score -520133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -520139.437500 Penalty: 2515.478271
	Iteration 87Q: 3 clusters Score -520139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -520144.843750 Penalty: 2515.478271
	Iteration 88Q: 3 clusters Score -520144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -520150.343750 Penalty: 2515.478271
	Iteration 89Q: 3 clusters Score -520150.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -520153.937500 Penalty: 2515.478271
	Iteration 90Q: 3 clusters Score -520153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -520155.781250 Penalty: 2515.478271
	Iteration 91Q: 3 clusters Score -520155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -520158.031250 Penalty: 2515.478271
	Iteration 92Q: 3 clusters Score -520158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -520157.281250 Penalty: 2515.478271
	Iteration 93Q: 3 clusters Score -520157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -520158.531250 Penalty: 2515.478271
	Iteration 94Q: 3 clusters Score -520158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -520158.531250 Penalty: 2515.478271
	Iteration 95F: 3 clusters Score -520158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -699107.875000 Penalty: 1300.776245
	Iteration 0F: 2 clusters Score -699107.9 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 3145 members 
Entering Unmasked Estep 
Score: -694659.875000 Penalty: 2601.552490
	Iteration 0F: 3 clusters Score -694659.9 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -696087.875000 Penalty: 2601.552490
	Iteration 1F: 3 clusters Score -696087.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -696406.750000 Penalty: 2601.552490
	Iteration 2F: 3 clusters Score -696406.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -696605.750000 Penalty: 2601.552490
	Iteration 3F: 3 clusters Score -696605.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -696748.937500 Penalty: 2601.552490
	Iteration 4Q: 3 clusters Score -696748.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -696871.625000 Penalty: 2601.552490
	Iteration 5Q: 3 clusters Score -696871.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -696968.875000 Penalty: 2601.552490
	Iteration 6Q: 3 clusters Score -696968.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -697056.375000 Penalty: 2601.552490
	Iteration 7Q: 3 clusters Score -697056.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -697125.187500 Penalty: 2601.552490
	Iteration 8Q: 3 clusters Score -697125.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -697199.875000 Penalty: 2601.552490
	Iteration 9Q: 3 clusters Score -697199.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -697266.875000 Penalty: 2601.552490
	Iteration 10Q: 3 clusters Score -697266.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -697328.500000 Penalty: 2601.552490
	Iteration 11Q: 3 clusters Score -697328.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -697378.625000 Penalty: 2601.552490
	Iteration 12Q: 3 clusters Score -697378.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -697433.750000 Penalty: 2601.552490
	Iteration 13Q: 3 clusters Score -697433.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -697478.437500 Penalty: 2601.552490
	Iteration 14Q: 3 clusters Score -697478.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -697522.312500 Penalty: 2601.552490
	Iteration 15Q: 3 clusters Score -697522.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -697561.562500 Penalty: 2601.552490
	Iteration 16Q: 3 clusters Score -697561.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -697593.000000 Penalty: 2601.552490
	Iteration 17Q: 3 clusters Score -697593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -697617.812500 Penalty: 2601.552490
	Iteration 18Q: 3 clusters Score -697617.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -697639.250000 Penalty: 2601.552490
	Iteration 19Q: 3 clusters Score -697639.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -697656.937500 Penalty: 2601.552490
	Iteration 20F: 3 clusters Score -697656.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -697674.187500 Penalty: 2601.552490
	Iteration 21Q: 3 clusters Score -697674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -697696.250000 Penalty: 2601.552490
	Iteration 22Q: 3 clusters Score -697696.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -697717.375000 Penalty: 2601.552490
	Iteration 23Q: 3 clusters Score -697717.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -697739.000000 Penalty: 2601.552490
	Iteration 24Q: 3 clusters Score -697739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -697767.437500 Penalty: 2601.552490
	Iteration 25Q: 3 clusters Score -697767.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -697795.875000 Penalty: 2601.552490
	Iteration 26Q: 3 clusters Score -697795.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -697818.312500 Penalty: 2601.552490
	Iteration 27Q: 3 clusters Score -697818.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -697844.187500 Penalty: 2601.552490
	Iteration 28Q: 3 clusters Score -697844.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -697865.687500 Penalty: 2601.552490
	Iteration 29Q: 3 clusters Score -697865.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -697876.625000 Penalty: 2601.552490
	Iteration 30Q: 3 clusters Score -697876.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -697892.062500 Penalty: 2601.552490
	Iteration 31Q: 3 clusters Score -697892.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -697904.812500 Penalty: 2601.552490
	Iteration 32Q: 3 clusters Score -697904.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -697918.687500 Penalty: 2601.552490
	Iteration 33Q: 3 clusters Score -697918.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -697932.187500 Penalty: 2601.552490
	Iteration 34Q: 3 clusters Score -697932.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -697949.875000 Penalty: 2601.552490
	Iteration 35Q: 3 clusters Score -697949.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -697970.187500 Penalty: 2601.552490
	Iteration 36Q: 3 clusters Score -697970.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -697986.125000 Penalty: 2601.552490
	Iteration 37Q: 3 clusters Score -697986.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -697998.375000 Penalty: 2601.552490
	Iteration 38Q: 3 clusters Score -697998.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -698016.625000 Penalty: 2601.552490
	Iteration 39Q: 3 clusters Score -698016.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -698037.437500 Penalty: 2601.552490
	Iteration 40F: 3 clusters Score -698037.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -698053.375000 Penalty: 2601.552490
	Iteration 41Q: 3 clusters Score -698053.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -698068.875000 Penalty: 2601.552490
	Iteration 42Q: 3 clusters Score -698068.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -698081.062500 Penalty: 2601.552490
	Iteration 43Q: 3 clusters Score -698081.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -698089.750000 Penalty: 2601.552490
	Iteration 44Q: 3 clusters Score -698089.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -698096.125000 Penalty: 2601.552490
	Iteration 45Q: 3 clusters Score -698096.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -698103.750000 Penalty: 2601.552490
	Iteration 46Q: 3 clusters Score -698103.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -698109.062500 Penalty: 2601.552490
	Iteration 47Q: 3 clusters Score -698109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -698115.125000 Penalty: 2601.552490
	Iteration 48Q: 3 clusters Score -698115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -698120.812500 Penalty: 2601.552490
	Iteration 49Q: 3 clusters Score -698120.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -698126.687500 Penalty: 2601.552490
	Iteration 50Q: 3 clusters Score -698126.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -698136.625000 Penalty: 2601.552490
	Iteration 51Q: 3 clusters Score -698136.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -698143.625000 Penalty: 2601.552490
	Iteration 52Q: 3 clusters Score -698143.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -698149.375000 Penalty: 2601.552490
	Iteration 53Q: 3 clusters Score -698149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -698151.500000 Penalty: 2601.552490
	Iteration 54Q: 3 clusters Score -698151.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -698159.062500 Penalty: 2601.552490
	Iteration 55Q: 3 clusters Score -698159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -698161.625000 Penalty: 2601.552490
	Iteration 56Q: 3 clusters Score -698161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -698164.187500 Penalty: 2601.552490
	Iteration 57Q: 3 clusters Score -698164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -698167.062500 Penalty: 2601.552490
	Iteration 58Q: 3 clusters Score -698167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -698167.562500 Penalty: 2601.552490
	Iteration 59Q: 3 clusters Score -698167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -698170.187500 Penalty: 2601.552490
	Iteration 60F: 3 clusters Score -698170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -698170.375000 Penalty: 2601.552490
	Iteration 61Q: 3 clusters Score -698170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -698173.062500 Penalty: 2601.552490
	Iteration 62Q: 3 clusters Score -698173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -698175.687500 Penalty: 2601.552490
	Iteration 63Q: 3 clusters Score -698175.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -698180.625000 Penalty: 2601.552490
	Iteration 64Q: 3 clusters Score -698180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -698182.000000 Penalty: 2601.552490
	Iteration 65Q: 3 clusters Score -698182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -698184.437500 Penalty: 2601.552490
	Iteration 66Q: 3 clusters Score -698184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -698185.750000 Penalty: 2601.552490
	Iteration 67Q: 3 clusters Score -698185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -698186.937500 Penalty: 2601.552490
	Iteration 68Q: 3 clusters Score -698186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -698189.312500 Penalty: 2601.552490
	Iteration 69Q: 3 clusters Score -698189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -698190.625000 Penalty: 2601.552490
	Iteration 70Q: 3 clusters Score -698190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -698192.812500 Penalty: 2601.552490
	Iteration 71Q: 3 clusters Score -698192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -698193.375000 Penalty: 2601.552490
	Iteration 72Q: 3 clusters Score -698193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -698195.250000 Penalty: 2601.552490
	Iteration 73Q: 3 clusters Score -698195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -698193.437500 Penalty: 2601.552490
	Iteration 74Q: 3 clusters Score -698193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -698193.437500 Penalty: 2601.552490
	Iteration 75F: 3 clusters Score -698193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Entering Unmasked Estep 
Score: -1519863.375000 Penalty: 1416.656738
	Iteration 0F: 2 clusters Score -1519863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1510690.125000 Penalty: 2833.313477
	Iteration 0F: 3 clusters Score -1510690 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1513852.000000 Penalty: 2833.313477
	Iteration 1F: 3 clusters Score -1513852 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1514154.000000 Penalty: 2833.313477
	Iteration 2F: 3 clusters Score -1514154 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1514391.250000 Penalty: 2833.313477
	Iteration 3Q: 3 clusters Score -1514391 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1514561.500000 Penalty: 2833.313477
	Iteration 4Q: 3 clusters Score -1514562 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1514708.375000 Penalty: 2833.313477
	Iteration 5Q: 3 clusters Score -1514708 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1514860.625000 Penalty: 2833.313477
	Iteration 6Q: 3 clusters Score -1514861 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1515034.875000 Penalty: 2833.313477
	Iteration 7Q: 3 clusters Score -1515035 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1515218.000000 Penalty: 2833.313477
	Iteration 8Q: 3 clusters Score -1515218 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1515423.625000 Penalty: 2833.313477
	Iteration 9Q: 3 clusters Score -1515424 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1515656.750000 Penalty: 2833.313477
	Iteration 10Q: 3 clusters Score -1515657 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1515891.375000 Penalty: 2833.313477
	Iteration 11Q: 3 clusters Score -1515891 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1516169.875000 Penalty: 2833.313477
	Iteration 12Q: 3 clusters Score -1516170 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1516481.250000 Penalty: 2833.313477
	Iteration 13Q: 3 clusters Score -1516481 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1516795.500000 Penalty: 2833.313477
	Iteration 14Q: 3 clusters Score -1516796 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1517087.500000 Penalty: 2833.313477
	Iteration 15Q: 3 clusters Score -1517088 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1517327.750000 Penalty: 2833.313477
	Iteration 16Q: 3 clusters Score -1517328 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1517527.250000 Penalty: 2833.313477
	Iteration 17Q: 3 clusters Score -1517527 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1517683.500000 Penalty: 2833.313477
	Iteration 18Q: 3 clusters Score -1517684 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1517815.000000 Penalty: 2833.313477
	Iteration 19Q: 3 clusters Score -1517815 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1517924.000000 Penalty: 2833.313477
	Iteration 20F: 3 clusters Score -1517924 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1517992.625000 Penalty: 2833.313477
	Iteration 21Q: 3 clusters Score -1517993 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1518045.500000 Penalty: 2833.313477
	Iteration 22Q: 3 clusters Score -1518046 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1518092.375000 Penalty: 2833.313477
	Iteration 23Q: 3 clusters Score -1518092 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1518123.750000 Penalty: 2833.313477
	Iteration 24Q: 3 clusters Score -1518124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1518148.875000 Penalty: 2833.313477
	Iteration 25Q: 3 clusters Score -1518149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1518179.000000 Penalty: 2833.313477
	Iteration 26Q: 3 clusters Score -1518179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1518205.875000 Penalty: 2833.313477
	Iteration 27Q: 3 clusters Score -1518206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1518234.875000 Penalty: 2833.313477
	Iteration 28Q: 3 clusters Score -1518235 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1518269.875000 Penalty: 2833.313477
	Iteration 29Q: 3 clusters Score -1518270 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1518304.750000 Penalty: 2833.313477
	Iteration 30Q: 3 clusters Score -1518305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1518336.625000 Penalty: 2833.313477
	Iteration 31Q: 3 clusters Score -1518337 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1518375.125000 Penalty: 2833.313477
	Iteration 32Q: 3 clusters Score -1518375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1518412.125000 Penalty: 2833.313477
	Iteration 33Q: 3 clusters Score -1518412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1518473.500000 Penalty: 2833.313477
	Iteration 34Q: 3 clusters Score -1518474 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1518533.375000 Penalty: 2833.313477
	Iteration 35Q: 3 clusters Score -1518533 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1518586.375000 Penalty: 2833.313477
	Iteration 36Q: 3 clusters Score -1518586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1518651.500000 Penalty: 2833.313477
	Iteration 37Q: 3 clusters Score -1518652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1518706.250000 Penalty: 2833.313477
	Iteration 38Q: 3 clusters Score -1518706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1518768.250000 Penalty: 2833.313477
	Iteration 39Q: 3 clusters Score -1518768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1518824.500000 Penalty: 2833.313477
	Iteration 40F: 3 clusters Score -1518824 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1518866.375000 Penalty: 2833.313477
	Iteration 41Q: 3 clusters Score -1518866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1518908.125000 Penalty: 2833.313477
	Iteration 42Q: 3 clusters Score -1518908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1518933.625000 Penalty: 2833.313477
	Iteration 43Q: 3 clusters Score -1518934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1518947.125000 Penalty: 2833.313477
	Iteration 44Q: 3 clusters Score -1518947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1518953.625000 Penalty: 2833.313477
	Iteration 45Q: 3 clusters Score -1518954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1518964.625000 Penalty: 2833.313477
	Iteration 46Q: 3 clusters Score -1518965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1518972.625000 Penalty: 2833.313477
	Iteration 47Q: 3 clusters Score -1518973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1518976.125000 Penalty: 2833.313477
	Iteration 48Q: 3 clusters Score -1518976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1518976.375000 Penalty: 2833.313477
	Iteration 49Q: 3 clusters Score -1518976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1518986.250000 Penalty: 2833.313477
	Iteration 50Q: 3 clusters Score -1518986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1518994.000000 Penalty: 2833.313477
	Iteration 51Q: 3 clusters Score -1518994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1519002.750000 Penalty: 2833.313477
	Iteration 52Q: 3 clusters Score -1519003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1519001.500000 Penalty: 2833.313477
	Iteration 53Q: 3 clusters Score -1519002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1519003.125000 Penalty: 2833.313477
	Iteration 54Q: 3 clusters Score -1519003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1519005.125000 Penalty: 2833.313477
	Iteration 55Q: 3 clusters Score -1519005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1519006.750000 Penalty: 2833.313477
	Iteration 56Q: 3 clusters Score -1519007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1519006.375000 Penalty: 2833.313477
	Iteration 57Q: 3 clusters Score -1519006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1519008.500000 Penalty: 2833.313477
	Iteration 58Q: 3 clusters Score -1519008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1519007.500000 Penalty: 2833.313477
	Iteration 59Q: 3 clusters Score -1519008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1519005.625000 Penalty: 2833.313477
	Iteration 60F: 3 clusters Score -1519006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1519004.125000 Penalty: 2833.313477
	Iteration 61Q: 3 clusters Score -1519004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1519001.875000 Penalty: 2833.313477
	Iteration 62Q: 3 clusters Score -1519002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1519004.250000 Penalty: 2833.313477
	Iteration 63Q: 3 clusters Score -1519004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1519004.375000 Penalty: 2833.313477
	Iteration 64Q: 3 clusters Score -1519004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1519006.125000 Penalty: 2833.313477
	Iteration 65Q: 3 clusters Score -1519006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1519006.750000 Penalty: 2833.313477
	Iteration 66Q: 3 clusters Score -1519007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1519006.750000 Penalty: 2833.313477
	Iteration 67F: 3 clusters Score -1519007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -48520.378906 Penalty: 982.868347
	Iteration 0F: 2 clusters Score -48520.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47567.875000 Penalty: 1965.736694
	Iteration 0F: 3 clusters Score -47567.88 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48109.675781 Penalty: 1965.736694
	Iteration 1F: 3 clusters Score -48109.68 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48355.308594 Penalty: 1965.736694
	Iteration 2F: 3 clusters Score -48355.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48520.656250 Penalty: 1965.736694
	Iteration 3F: 3 clusters Score -48520.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48619.019531 Penalty: 1965.736694
	Iteration 4Q: 3 clusters Score -48619.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48682.000000 Penalty: 1965.736694
	Iteration 5Q: 3 clusters Score -48682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48730.308594 Penalty: 1965.736694
	Iteration 6Q: 3 clusters Score -48730.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48748.566406 Penalty: 1965.736694
	Iteration 7Q: 3 clusters Score -48748.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48763.257812 Penalty: 1965.736694
	Iteration 8Q: 3 clusters Score -48763.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48778.628906 Penalty: 1965.736694
	Iteration 9Q: 3 clusters Score -48778.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48788.410156 Penalty: 1965.736694
	Iteration 10Q: 3 clusters Score -48788.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48795.671875 Penalty: 1965.736694
	Iteration 11Q: 3 clusters Score -48795.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48802.703125 Penalty: 1965.736694
	Iteration 12Q: 3 clusters Score -48802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48805.679688 Penalty: 1965.736694
	Iteration 13Q: 3 clusters Score -48805.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48822.097656 Penalty: 1965.736694
	Iteration 14Q: 3 clusters Score -48822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48836.906250 Penalty: 1965.736694
	Iteration 15Q: 3 clusters Score -48836.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48838.617188 Penalty: 1965.736694
	Iteration 16Q: 3 clusters Score -48838.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48847.000000 Penalty: 1965.736694
	Iteration 17Q: 3 clusters Score -48847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48864.675781 Penalty: 1965.736694
	Iteration 18Q: 3 clusters Score -48864.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48877.132812 Penalty: 1965.736694
	Iteration 19Q: 3 clusters Score -48877.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48886.042969 Penalty: 1965.736694
	Iteration 20F: 3 clusters Score -48886.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48910.671875 Penalty: 1965.736694
	Iteration 21Q: 3 clusters Score -48910.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49001.292969 Penalty: 1965.736694
	Iteration 22Q: 3 clusters Score -49001.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49065.519531 Penalty: 1965.736694
	Iteration 23Q: 3 clusters Score -49065.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49105.601562 Penalty: 1965.736694
	Iteration 24Q: 3 clusters Score -49105.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49125.003906 Penalty: 1965.736694
	Iteration 25Q: 3 clusters Score -49125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49134.699219 Penalty: 1965.736694
	Iteration 26Q: 3 clusters Score -49134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49143.933594 Penalty: 1965.736694
	Iteration 27Q: 3 clusters Score -49143.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49143.933594 Penalty: 1965.736694
	Iteration 28F: 3 clusters Score -49143.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 31828 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 111582 members 
Mstep: Class 34 contains 98523 members 
Mstep: Class 35 contains 30819 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Entering Unmasked Estep 
Score: -111028152.000000 Penalty: 104871.867188
Splitting cluster 9 changes total score from -111026784.000000 to -111028152.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 10 (31828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Entering Unmasked Estep 
Score: -3545238.000000 Penalty: 1542.773560
	Iteration 0F: 2 clusters Score -3545238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3524564.000000 Penalty: 3085.547119
	Iteration 0F: 3 clusters Score -3524564 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3532609.500000 Penalty: 3085.547119
	Iteration 1F: 3 clusters Score -3532610 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3533370.000000 Penalty: 3085.547119
	Iteration 2F: 3 clusters Score -3533370 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3534111.250000 Penalty: 3085.547119
	Iteration 3F: 3 clusters Score -3534111 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3534955.000000 Penalty: 3085.547119
	Iteration 4F: 3 clusters Score -3534955 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3535979.250000 Penalty: 3085.547119
	Iteration 5F: 3 clusters Score -3535979 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3537045.250000 Penalty: 3085.547119
	Iteration 6F: 3 clusters Score -3537045 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3538113.500000 Penalty: 3085.547119
	Iteration 7F: 3 clusters Score -3538114 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3539164.750000 Penalty: 3085.547119
	Iteration 8F: 3 clusters Score -3539165 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3540198.250000 Penalty: 3085.547119
	Iteration 9Q: 3 clusters Score -3540198 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3541127.000000 Penalty: 3085.547119
	Iteration 10Q: 3 clusters Score -3541127 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3541893.000000 Penalty: 3085.547119
	Iteration 11Q: 3 clusters Score -3541893 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3542388.750000 Penalty: 3085.547119
	Iteration 12Q: 3 clusters Score -3542389 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3542711.000000 Penalty: 3085.547119
	Iteration 13Q: 3 clusters Score -3542711 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3542944.500000 Penalty: 3085.547119
	Iteration 14Q: 3 clusters Score -3542944 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3543119.250000 Penalty: 3085.547119
	Iteration 15Q: 3 clusters Score -3543119 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3543238.750000 Penalty: 3085.547119
	Iteration 16Q: 3 clusters Score -3543239 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3543322.750000 Penalty: 3085.547119
	Iteration 17Q: 3 clusters Score -3543323 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3543409.000000 Penalty: 3085.547119
	Iteration 18Q: 3 clusters Score -3543409 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3543477.750000 Penalty: 3085.547119
	Iteration 19Q: 3 clusters Score -3543478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3543536.500000 Penalty: 3085.547119
	Iteration 20F: 3 clusters Score -3543536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3543583.250000 Penalty: 3085.547119
	Iteration 21Q: 3 clusters Score -3543583 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3543642.500000 Penalty: 3085.547119
	Iteration 22Q: 3 clusters Score -3543642 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3543662.500000 Penalty: 3085.547119
	Iteration 23Q: 3 clusters Score -3543662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3543709.250000 Penalty: 3085.547119
	Iteration 24Q: 3 clusters Score -3543709 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3543741.250000 Penalty: 3085.547119
	Iteration 25Q: 3 clusters Score -3543741 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3543776.250000 Penalty: 3085.547119
	Iteration 26Q: 3 clusters Score -3543776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3543802.250000 Penalty: 3085.547119
	Iteration 27Q: 3 clusters Score -3543802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3543819.000000 Penalty: 3085.547119
	Iteration 28Q: 3 clusters Score -3543819 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3543844.000000 Penalty: 3085.547119
	Iteration 29Q: 3 clusters Score -3543844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3543867.750000 Penalty: 3085.547119
	Iteration 30Q: 3 clusters Score -3543868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3543885.250000 Penalty: 3085.547119
	Iteration 31Q: 3 clusters Score -3543885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3543916.750000 Penalty: 3085.547119
	Iteration 32Q: 3 clusters Score -3543917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3543931.750000 Penalty: 3085.547119
	Iteration 33Q: 3 clusters Score -3543932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3543950.250000 Penalty: 3085.547119
	Iteration 34Q: 3 clusters Score -3543950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3543977.250000 Penalty: 3085.547119
	Iteration 35Q: 3 clusters Score -3543977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3543984.750000 Penalty: 3085.547119
	Iteration 36Q: 3 clusters Score -3543985 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3544015.750000 Penalty: 3085.547119
	Iteration 37Q: 3 clusters Score -3544016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3544035.000000 Penalty: 3085.547119
	Iteration 38Q: 3 clusters Score -3544035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3544054.500000 Penalty: 3085.547119
	Iteration 39Q: 3 clusters Score -3544054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3544075.250000 Penalty: 3085.547119
	Iteration 40F: 3 clusters Score -3544075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3544089.250000 Penalty: 3085.547119
	Iteration 41Q: 3 clusters Score -3544089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3544118.000000 Penalty: 3085.547119
	Iteration 42Q: 3 clusters Score -3544118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3544138.250000 Penalty: 3085.547119
	Iteration 43Q: 3 clusters Score -3544138 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3544174.500000 Penalty: 3085.547119
	Iteration 44Q: 3 clusters Score -3544174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3544216.500000 Penalty: 3085.547119
	Iteration 45Q: 3 clusters Score -3544216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3544242.750000 Penalty: 3085.547119
	Iteration 46Q: 3 clusters Score -3544243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3544290.250000 Penalty: 3085.547119
	Iteration 47Q: 3 clusters Score -3544290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3544322.000000 Penalty: 3085.547119
	Iteration 48Q: 3 clusters Score -3544322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3544378.750000 Penalty: 3085.547119
	Iteration 49Q: 3 clusters Score -3544379 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3544444.250000 Penalty: 3085.547119
	Iteration 50Q: 3 clusters Score -3544444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3544511.250000 Penalty: 3085.547119
	Iteration 51Q: 3 clusters Score -3544511 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3544633.250000 Penalty: 3085.547119
	Iteration 52Q: 3 clusters Score -3544633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3544780.000000 Penalty: 3085.547119
	Iteration 53Q: 3 clusters Score -3544780 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3544914.000000 Penalty: 3085.547119
	Iteration 54Q: 3 clusters Score -3544914 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3545054.250000 Penalty: 3085.547119
	Iteration 55Q: 3 clusters Score -3545054 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3545180.750000 Penalty: 3085.547119
	Iteration 56Q: 3 clusters Score -3545181 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3545265.250000 Penalty: 3085.547119
	Iteration 57Q: 3 clusters Score -3545265 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3545317.500000 Penalty: 3085.547119
	Iteration 58Q: 3 clusters Score -3545318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3545374.750000 Penalty: 3085.547119
	Iteration 59Q: 3 clusters Score -3545375 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3545402.250000 Penalty: 3085.547119
	Iteration 60F: 3 clusters Score -3545402 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3545450.000000 Penalty: 3085.547119
	Iteration 61Q: 3 clusters Score -3545450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3545486.750000 Penalty: 3085.547119
	Iteration 62Q: 3 clusters Score -3545487 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3545511.500000 Penalty: 3085.547119
	Iteration 63Q: 3 clusters Score -3545512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3545533.000000 Penalty: 3085.547119
	Iteration 64Q: 3 clusters Score -3545533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3545549.750000 Penalty: 3085.547119
	Iteration 65Q: 3 clusters Score -3545550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3545556.250000 Penalty: 3085.547119
	Iteration 66Q: 3 clusters Score -3545556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3545560.750000 Penalty: 3085.547119
	Iteration 67Q: 3 clusters Score -3545561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3545573.000000 Penalty: 3085.547119
	Iteration 68Q: 3 clusters Score -3545573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3545573.500000 Penalty: 3085.547119
	Iteration 69Q: 3 clusters Score -3545574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3545577.750000 Penalty: 3085.547119
	Iteration 70Q: 3 clusters Score -3545578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3545577.250000 Penalty: 3085.547119
	Iteration 71Q: 3 clusters Score -3545577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3545578.500000 Penalty: 3085.547119
	Iteration 72Q: 3 clusters Score -3545578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3545577.500000 Penalty: 3085.547119
	Iteration 73Q: 3 clusters Score -3545578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3545576.750000 Penalty: 3085.547119
	Iteration 74Q: 3 clusters Score -3545577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3545574.750000 Penalty: 3085.547119
	Iteration 75Q: 3 clusters Score -3545575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3545576.250000 Penalty: 3085.547119
	Iteration 76Q: 3 clusters Score -3545576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3545576.000000 Penalty: 3085.547119
	Iteration 77Q: 3 clusters Score -3545576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3545574.750000 Penalty: 3085.547119
	Iteration 78Q: 3 clusters Score -3545575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3545576.000000 Penalty: 3085.547119
	Iteration 79Q: 3 clusters Score -3545576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3545577.250000 Penalty: 3085.547119
	Iteration 80F: 3 clusters Score -3545577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3545581.000000 Penalty: 3085.547119
	Iteration 81Q: 3 clusters Score -3545581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3545578.500000 Penalty: 3085.547119
	Iteration 82Q: 3 clusters Score -3545578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3545579.000000 Penalty: 3085.547119
	Iteration 83Q: 3 clusters Score -3545579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3545580.750000 Penalty: 3085.547119
	Iteration 84Q: 3 clusters Score -3545581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3545581.250000 Penalty: 3085.547119
	Iteration 85Q: 3 clusters Score -3545581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3545581.250000 Penalty: 3085.547119
	Iteration 86F: 3 clusters Score -3545581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 111582 members 
Mstep: Class 34 contains 98523 members 
Mstep: Class 35 contains 30819 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Mstep: Class 52 contains 28699 members 
Entering Unmasked Estep 
Score: -111028000.000000 Penalty: 106928.179688
Splitting cluster 10 changes total score from -111026784.000000 to -111028000.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 11 (19686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Entering Unmasked Estep 
Score: -2227065.250000 Penalty: 1471.284302
	Iteration 0F: 2 clusters Score -2227065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2214171.250000 Penalty: 2942.568604
	Iteration 0F: 3 clusters Score -2214171 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2218734.750000 Penalty: 2942.568604
	Iteration 1F: 3 clusters Score -2218735 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2219123.500000 Penalty: 2942.568604
	Iteration 2F: 3 clusters Score -2219124 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2219481.500000 Penalty: 2942.568604
	Iteration 3Q: 3 clusters Score -2219482 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2219826.750000 Penalty: 2942.568604
	Iteration 4Q: 3 clusters Score -2219827 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2220154.000000 Penalty: 2942.568604
	Iteration 5Q: 3 clusters Score -2220154 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2220533.000000 Penalty: 2942.568604
	Iteration 6Q: 3 clusters Score -2220533 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2220924.250000 Penalty: 2942.568604
	Iteration 7Q: 3 clusters Score -2220924 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2221327.500000 Penalty: 2942.568604
	Iteration 8Q: 3 clusters Score -2221328 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2221784.750000 Penalty: 2942.568604
	Iteration 9Q: 3 clusters Score -2221785 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2222225.750000 Penalty: 2942.568604
	Iteration 10Q: 3 clusters Score -2222226 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2222632.000000 Penalty: 2942.568604
	Iteration 11Q: 3 clusters Score -2222632 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2222994.500000 Penalty: 2942.568604
	Iteration 12Q: 3 clusters Score -2222994 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2223260.750000 Penalty: 2942.568604
	Iteration 13Q: 3 clusters Score -2223261 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2223413.250000 Penalty: 2942.568604
	Iteration 14Q: 3 clusters Score -2223413 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2223504.250000 Penalty: 2942.568604
	Iteration 15Q: 3 clusters Score -2223504 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2223564.750000 Penalty: 2942.568604
	Iteration 16Q: 3 clusters Score -2223565 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2223613.000000 Penalty: 2942.568604
	Iteration 17Q: 3 clusters Score -2223613 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2223641.750000 Penalty: 2942.568604
	Iteration 18Q: 3 clusters Score -2223642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2223678.750000 Penalty: 2942.568604
	Iteration 19Q: 3 clusters Score -2223679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2223712.000000 Penalty: 2942.568604
	Iteration 20F: 3 clusters Score -2223712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2223725.250000 Penalty: 2942.568604
	Iteration 21Q: 3 clusters Score -2223725 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2223762.000000 Penalty: 2942.568604
	Iteration 22Q: 3 clusters Score -2223762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2223770.750000 Penalty: 2942.568604
	Iteration 23Q: 3 clusters Score -2223771 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2223781.000000 Penalty: 2942.568604
	Iteration 24Q: 3 clusters Score -2223781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2223790.750000 Penalty: 2942.568604
	Iteration 25Q: 3 clusters Score -2223791 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2223799.500000 Penalty: 2942.568604
	Iteration 26Q: 3 clusters Score -2223800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2223810.250000 Penalty: 2942.568604
	Iteration 27Q: 3 clusters Score -2223810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2223818.000000 Penalty: 2942.568604
	Iteration 28Q: 3 clusters Score -2223818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2223822.500000 Penalty: 2942.568604
	Iteration 29Q: 3 clusters Score -2223822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2223828.250000 Penalty: 2942.568604
	Iteration 30Q: 3 clusters Score -2223828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2223840.250000 Penalty: 2942.568604
	Iteration 31Q: 3 clusters Score -2223840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2223846.500000 Penalty: 2942.568604
	Iteration 32Q: 3 clusters Score -2223846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2223861.500000 Penalty: 2942.568604
	Iteration 33Q: 3 clusters Score -2223862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2223863.750000 Penalty: 2942.568604
	Iteration 34Q: 3 clusters Score -2223864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2223873.750000 Penalty: 2942.568604
	Iteration 35Q: 3 clusters Score -2223874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2223876.750000 Penalty: 2942.568604
	Iteration 36Q: 3 clusters Score -2223877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2223881.500000 Penalty: 2942.568604
	Iteration 37Q: 3 clusters Score -2223882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2223891.250000 Penalty: 2942.568604
	Iteration 38Q: 3 clusters Score -2223891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2223896.000000 Penalty: 2942.568604
	Iteration 39Q: 3 clusters Score -2223896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2223903.000000 Penalty: 2942.568604
	Iteration 40F: 3 clusters Score -2223903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2223901.000000 Penalty: 2942.568604
	Iteration 41Q: 3 clusters Score -2223901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2223910.500000 Penalty: 2942.568604
	Iteration 42Q: 3 clusters Score -2223910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2223910.500000 Penalty: 2942.568604
	Iteration 43Q: 3 clusters Score -2223910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2223917.000000 Penalty: 2942.568604
	Iteration 44Q: 3 clusters Score -2223917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2223919.500000 Penalty: 2942.568604
	Iteration 45Q: 3 clusters Score -2223920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2223923.750000 Penalty: 2942.568604
	Iteration 46Q: 3 clusters Score -2223924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2223930.500000 Penalty: 2942.568604
	Iteration 47Q: 3 clusters Score -2223930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2223938.250000 Penalty: 2942.568604
	Iteration 48Q: 3 clusters Score -2223938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2223941.750000 Penalty: 2942.568604
	Iteration 49Q: 3 clusters Score -2223942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2223944.750000 Penalty: 2942.568604
	Iteration 50Q: 3 clusters Score -2223945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2223943.250000 Penalty: 2942.568604
	Iteration 51Q: 3 clusters Score -2223943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2223945.750000 Penalty: 2942.568604
	Iteration 52Q: 3 clusters Score -2223946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2223955.000000 Penalty: 2942.568604
	Iteration 53Q: 3 clusters Score -2223955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2223952.000000 Penalty: 2942.568604
	Iteration 54Q: 3 clusters Score -2223952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2223950.250000 Penalty: 2942.568604
	Iteration 55Q: 3 clusters Score -2223950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2223952.750000 Penalty: 2942.568604
	Iteration 56Q: 3 clusters Score -2223953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2223949.500000 Penalty: 2942.568604
	Iteration 57Q: 3 clusters Score -2223950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2223949.500000 Penalty: 2942.568604
	Iteration 58Q: 3 clusters Score -2223950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2223950.750000 Penalty: 2942.568604
	Iteration 59Q: 3 clusters Score -2223951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2223956.500000 Penalty: 2942.568604
	Iteration 60F: 3 clusters Score -2223956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -872639.875000 Penalty: 1347.449341
	Iteration 0F: 2 clusters Score -872639.9 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 4332 members 
Entering Unmasked Estep 
Score: -866754.812500 Penalty: 2694.898682
	Iteration 0F: 3 clusters Score -866754.8 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -868670.500000 Penalty: 2694.898682
	Iteration 1F: 3 clusters Score -868670.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -868994.500000 Penalty: 2694.898682
	Iteration 2F: 3 clusters Score -868994.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -869230.625000 Penalty: 2694.898682
	Iteration 3F: 3 clusters Score -869230.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -869443.437500 Penalty: 2694.898682
	Iteration 4Q: 3 clusters Score -869443.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -869630.000000 Penalty: 2694.898682
	Iteration 5Q: 3 clusters Score -869630 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -869807.625000 Penalty: 2694.898682
	Iteration 6Q: 3 clusters Score -869807.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -869970.312500 Penalty: 2694.898682
	Iteration 7Q: 3 clusters Score -869970.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -870128.375000 Penalty: 2694.898682
	Iteration 8Q: 3 clusters Score -870128.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -870298.500000 Penalty: 2694.898682
	Iteration 9Q: 3 clusters Score -870298.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -870448.875000 Penalty: 2694.898682
	Iteration 10Q: 3 clusters Score -870448.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -870579.125000 Penalty: 2694.898682
	Iteration 11Q: 3 clusters Score -870579.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -870717.250000 Penalty: 2694.898682
	Iteration 12Q: 3 clusters Score -870717.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -870837.375000 Penalty: 2694.898682
	Iteration 13Q: 3 clusters Score -870837.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -870938.750000 Penalty: 2694.898682
	Iteration 14Q: 3 clusters Score -870938.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -871055.812500 Penalty: 2694.898682
	Iteration 15Q: 3 clusters Score -871055.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -871158.437500 Penalty: 2694.898682
	Iteration 16Q: 3 clusters Score -871158.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -871240.437500 Penalty: 2694.898682
	Iteration 17Q: 3 clusters Score -871240.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -871304.562500 Penalty: 2694.898682
	Iteration 18Q: 3 clusters Score -871304.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -871362.312500 Penalty: 2694.898682
	Iteration 19Q: 3 clusters Score -871362.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -871423.062500 Penalty: 2694.898682
	Iteration 20F: 3 clusters Score -871423.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -871482.625000 Penalty: 2694.898682
	Iteration 21Q: 3 clusters Score -871482.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -871525.687500 Penalty: 2694.898682
	Iteration 22Q: 3 clusters Score -871525.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -871556.437500 Penalty: 2694.898682
	Iteration 23Q: 3 clusters Score -871556.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -871586.375000 Penalty: 2694.898682
	Iteration 24Q: 3 clusters Score -871586.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -871628.125000 Penalty: 2694.898682
	Iteration 25Q: 3 clusters Score -871628.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -871658.375000 Penalty: 2694.898682
	Iteration 26Q: 3 clusters Score -871658.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -871680.375000 Penalty: 2694.898682
	Iteration 27Q: 3 clusters Score -871680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -871697.687500 Penalty: 2694.898682
	Iteration 28Q: 3 clusters Score -871697.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -871711.812500 Penalty: 2694.898682
	Iteration 29Q: 3 clusters Score -871711.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -871724.437500 Penalty: 2694.898682
	Iteration 30Q: 3 clusters Score -871724.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -871734.187500 Penalty: 2694.898682
	Iteration 31Q: 3 clusters Score -871734.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -871741.875000 Penalty: 2694.898682
	Iteration 32Q: 3 clusters Score -871741.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -871752.250000 Penalty: 2694.898682
	Iteration 33Q: 3 clusters Score -871752.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -871764.750000 Penalty: 2694.898682
	Iteration 34Q: 3 clusters Score -871764.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -871773.937500 Penalty: 2694.898682
	Iteration 35Q: 3 clusters Score -871773.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -871787.250000 Penalty: 2694.898682
	Iteration 36Q: 3 clusters Score -871787.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -871801.875000 Penalty: 2694.898682
	Iteration 37Q: 3 clusters Score -871801.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -871813.750000 Penalty: 2694.898682
	Iteration 38Q: 3 clusters Score -871813.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -871827.562500 Penalty: 2694.898682
	Iteration 39Q: 3 clusters Score -871827.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -871835.875000 Penalty: 2694.898682
	Iteration 40F: 3 clusters Score -871835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -871846.625000 Penalty: 2694.898682
	Iteration 41Q: 3 clusters Score -871846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -871859.625000 Penalty: 2694.898682
	Iteration 42Q: 3 clusters Score -871859.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -871865.312500 Penalty: 2694.898682
	Iteration 43Q: 3 clusters Score -871865.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -871869.312500 Penalty: 2694.898682
	Iteration 44Q: 3 clusters Score -871869.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -871878.062500 Penalty: 2694.898682
	Iteration 45Q: 3 clusters Score -871878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -871882.812500 Penalty: 2694.898682
	Iteration 46Q: 3 clusters Score -871882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -871891.625000 Penalty: 2694.898682
	Iteration 47Q: 3 clusters Score -871891.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -871899.875000 Penalty: 2694.898682
	Iteration 48Q: 3 clusters Score -871899.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -871910.125000 Penalty: 2694.898682
	Iteration 49Q: 3 clusters Score -871910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -871918.750000 Penalty: 2694.898682
	Iteration 50Q: 3 clusters Score -871918.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -871926.437500 Penalty: 2694.898682
	Iteration 51Q: 3 clusters Score -871926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -871929.187500 Penalty: 2694.898682
	Iteration 52Q: 3 clusters Score -871929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -871933.375000 Penalty: 2694.898682
	Iteration 53Q: 3 clusters Score -871933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -871936.875000 Penalty: 2694.898682
	Iteration 54Q: 3 clusters Score -871936.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -871939.250000 Penalty: 2694.898682
	Iteration 55Q: 3 clusters Score -871939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -871940.937500 Penalty: 2694.898682
	Iteration 56Q: 3 clusters Score -871940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -871941.500000 Penalty: 2694.898682
	Iteration 57Q: 3 clusters Score -871941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -871941.625000 Penalty: 2694.898682
	Iteration 58Q: 3 clusters Score -871941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -871942.562500 Penalty: 2694.898682
	Iteration 59Q: 3 clusters Score -871942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -871942.562500 Penalty: 2694.898682
	Iteration 60F: 3 clusters Score -871942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1093010.750000 Penalty: 1364.051880
	Iteration 0F: 2 clusters Score -1093011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1086470.250000 Penalty: 2728.103760
	Iteration 0F: 3 clusters Score -1086470 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1088595.250000 Penalty: 2728.103760
	Iteration 1F: 3 clusters Score -1088595 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1088836.750000 Penalty: 2728.103760
	Iteration 2F: 3 clusters Score -1088837 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1089005.750000 Penalty: 2728.103760
	Iteration 3Q: 3 clusters Score -1089006 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1089177.875000 Penalty: 2728.103760
	Iteration 4Q: 3 clusters Score -1089178 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1089359.375000 Penalty: 2728.103760
	Iteration 5Q: 3 clusters Score -1089359 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1089543.625000 Penalty: 2728.103760
	Iteration 6Q: 3 clusters Score -1089544 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1089731.500000 Penalty: 2728.103760
	Iteration 7Q: 3 clusters Score -1089732 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1089946.125000 Penalty: 2728.103760
	Iteration 8Q: 3 clusters Score -1089946 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1090194.875000 Penalty: 2728.103760
	Iteration 9Q: 3 clusters Score -1090195 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1090439.500000 Penalty: 2728.103760
	Iteration 10Q: 3 clusters Score -1090440 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1090735.250000 Penalty: 2728.103760
	Iteration 11Q: 3 clusters Score -1090735 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1091020.125000 Penalty: 2728.103760
	Iteration 12Q: 3 clusters Score -1091020 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1091235.500000 Penalty: 2728.103760
	Iteration 13Q: 3 clusters Score -1091236 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1091404.500000 Penalty: 2728.103760
	Iteration 14Q: 3 clusters Score -1091404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1091519.000000 Penalty: 2728.103760
	Iteration 15Q: 3 clusters Score -1091519 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1091595.125000 Penalty: 2728.103760
	Iteration 16Q: 3 clusters Score -1091595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1091651.375000 Penalty: 2728.103760
	Iteration 17Q: 3 clusters Score -1091651 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1091691.375000 Penalty: 2728.103760
	Iteration 18Q: 3 clusters Score -1091691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1091717.125000 Penalty: 2728.103760
	Iteration 19Q: 3 clusters Score -1091717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1091733.500000 Penalty: 2728.103760
	Iteration 20F: 3 clusters Score -1091734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1091750.500000 Penalty: 2728.103760
	Iteration 21Q: 3 clusters Score -1091750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1091761.375000 Penalty: 2728.103760
	Iteration 22Q: 3 clusters Score -1091761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1091777.625000 Penalty: 2728.103760
	Iteration 23Q: 3 clusters Score -1091778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1091781.375000 Penalty: 2728.103760
	Iteration 24Q: 3 clusters Score -1091781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1091787.375000 Penalty: 2728.103760
	Iteration 25Q: 3 clusters Score -1091787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1091797.000000 Penalty: 2728.103760
	Iteration 26Q: 3 clusters Score -1091797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1091799.250000 Penalty: 2728.103760
	Iteration 27Q: 3 clusters Score -1091799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1091806.375000 Penalty: 2728.103760
	Iteration 28Q: 3 clusters Score -1091806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1091809.000000 Penalty: 2728.103760
	Iteration 29Q: 3 clusters Score -1091809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1091813.500000 Penalty: 2728.103760
	Iteration 30Q: 3 clusters Score -1091814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1091818.125000 Penalty: 2728.103760
	Iteration 31Q: 3 clusters Score -1091818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1091821.375000 Penalty: 2728.103760
	Iteration 32Q: 3 clusters Score -1091821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1091822.250000 Penalty: 2728.103760
	Iteration 33Q: 3 clusters Score -1091822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1091823.875000 Penalty: 2728.103760
	Iteration 34Q: 3 clusters Score -1091824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1091825.750000 Penalty: 2728.103760
	Iteration 35Q: 3 clusters Score -1091826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1091824.625000 Penalty: 2728.103760
	Iteration 36Q: 3 clusters Score -1091825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1091824.875000 Penalty: 2728.103760
	Iteration 37Q: 3 clusters Score -1091825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1091823.750000 Penalty: 2728.103760
	Iteration 38Q: 3 clusters Score -1091824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1091823.500000 Penalty: 2728.103760
	Iteration 39Q: 3 clusters Score -1091824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1091824.875000 Penalty: 2728.103760
	Iteration 40F: 3 clusters Score -1091825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1091825.000000 Penalty: 2728.103760
	Iteration 41Q: 3 clusters Score -1091825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1091826.000000 Penalty: 2728.103760
	Iteration 42Q: 3 clusters Score -1091826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1091826.875000 Penalty: 2728.103760
	Iteration 43Q: 3 clusters Score -1091827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1091826.875000 Penalty: 2728.103760
	Iteration 44F: 3 clusters Score -1091827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Entering Unmasked Estep 
Score: -1259020.750000 Penalty: 1390.347778
	Iteration 0F: 2 clusters Score -1259021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1251286.000000 Penalty: 2780.695557
	Iteration 0F: 3 clusters Score -1251286 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1253832.750000 Penalty: 2780.695557
	Iteration 1F: 3 clusters Score -1253833 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1254151.625000 Penalty: 2780.695557
	Iteration 2F: 3 clusters Score -1254152 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1254408.125000 Penalty: 2780.695557
	Iteration 3Q: 3 clusters Score -1254408 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1254638.625000 Penalty: 2780.695557
	Iteration 4Q: 3 clusters Score -1254639 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1254828.625000 Penalty: 2780.695557
	Iteration 5Q: 3 clusters Score -1254829 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1255039.250000 Penalty: 2780.695557
	Iteration 6Q: 3 clusters Score -1255039 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1255270.250000 Penalty: 2780.695557
	Iteration 7Q: 3 clusters Score -1255270 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1255501.125000 Penalty: 2780.695557
	Iteration 8Q: 3 clusters Score -1255501 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1255742.500000 Penalty: 2780.695557
	Iteration 9Q: 3 clusters Score -1255742 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1256022.500000 Penalty: 2780.695557
	Iteration 10Q: 3 clusters Score -1256022 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1256333.250000 Penalty: 2780.695557
	Iteration 11Q: 3 clusters Score -1256333 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1256615.375000 Penalty: 2780.695557
	Iteration 12Q: 3 clusters Score -1256615 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1256879.625000 Penalty: 2780.695557
	Iteration 13Q: 3 clusters Score -1256880 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1257124.625000 Penalty: 2780.695557
	Iteration 14Q: 3 clusters Score -1257125 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1257312.250000 Penalty: 2780.695557
	Iteration 15Q: 3 clusters Score -1257312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1257456.875000 Penalty: 2780.695557
	Iteration 16Q: 3 clusters Score -1257457 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1257561.625000 Penalty: 2780.695557
	Iteration 17Q: 3 clusters Score -1257562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1257639.750000 Penalty: 2780.695557
	Iteration 18Q: 3 clusters Score -1257640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1257696.750000 Penalty: 2780.695557
	Iteration 19Q: 3 clusters Score -1257697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1257742.500000 Penalty: 2780.695557
	Iteration 20F: 3 clusters Score -1257742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1257774.375000 Penalty: 2780.695557
	Iteration 21Q: 3 clusters Score -1257774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1257810.625000 Penalty: 2780.695557
	Iteration 22Q: 3 clusters Score -1257811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1257857.625000 Penalty: 2780.695557
	Iteration 23Q: 3 clusters Score -1257858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1257895.250000 Penalty: 2780.695557
	Iteration 24Q: 3 clusters Score -1257895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1257916.250000 Penalty: 2780.695557
	Iteration 25Q: 3 clusters Score -1257916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1257940.375000 Penalty: 2780.695557
	Iteration 26Q: 3 clusters Score -1257940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1257951.000000 Penalty: 2780.695557
	Iteration 27Q: 3 clusters Score -1257951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1257956.500000 Penalty: 2780.695557
	Iteration 28Q: 3 clusters Score -1257956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1257963.375000 Penalty: 2780.695557
	Iteration 29Q: 3 clusters Score -1257963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1257967.375000 Penalty: 2780.695557
	Iteration 30Q: 3 clusters Score -1257967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1257970.375000 Penalty: 2780.695557
	Iteration 31Q: 3 clusters Score -1257970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1257974.250000 Penalty: 2780.695557
	Iteration 32Q: 3 clusters Score -1257974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1257975.750000 Penalty: 2780.695557
	Iteration 33Q: 3 clusters Score -1257976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1257978.250000 Penalty: 2780.695557
	Iteration 34Q: 3 clusters Score -1257978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1257977.500000 Penalty: 2780.695557
	Iteration 35Q: 3 clusters Score -1257978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1257978.625000 Penalty: 2780.695557
	Iteration 36Q: 3 clusters Score -1257979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1257984.375000 Penalty: 2780.695557
	Iteration 37Q: 3 clusters Score -1257984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1257988.125000 Penalty: 2780.695557
	Iteration 38Q: 3 clusters Score -1257988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1257988.125000 Penalty: 2780.695557
	Iteration 39F: 3 clusters Score -1257988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31311.988281 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31311.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31408.472656 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31408.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31424.927734 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31424.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31429.429688 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31429.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31429.429688 Penalty: 1695.455078
	Iteration 4F: 3 clusters Score -31429.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -263332.281250 Penalty: 1163.920166
	Iteration 0F: 2 clusters Score -263332.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -261158.671875 Penalty: 2327.840332
	Iteration 0F: 3 clusters Score -261158.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -261696.343750 Penalty: 2327.840332
	Iteration 1F: 3 clusters Score -261696.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -261864.390625 Penalty: 2327.840332
	Iteration 2F: 3 clusters Score -261864.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -261967.171875 Penalty: 2327.840332
	Iteration 3Q: 3 clusters Score -261967.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -262043.453125 Penalty: 2327.840332
	Iteration 4Q: 3 clusters Score -262043.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -262111.031250 Penalty: 2327.840332
	Iteration 5Q: 3 clusters Score -262111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -262184.937500 Penalty: 2327.840332
	Iteration 6Q: 3 clusters Score -262184.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -262258.625000 Penalty: 2327.840332
	Iteration 7Q: 3 clusters Score -262258.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -262341.375000 Penalty: 2327.840332
	Iteration 8Q: 3 clusters Score -262341.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -262413.781250 Penalty: 2327.840332
	Iteration 9Q: 3 clusters Score -262413.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -262478.562500 Penalty: 2327.840332
	Iteration 10Q: 3 clusters Score -262478.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -262534.250000 Penalty: 2327.840332
	Iteration 11Q: 3 clusters Score -262534.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -262595.875000 Penalty: 2327.840332
	Iteration 12Q: 3 clusters Score -262595.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -262645.406250 Penalty: 2327.840332
	Iteration 13Q: 3 clusters Score -262645.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -262694.656250 Penalty: 2327.840332
	Iteration 14Q: 3 clusters Score -262694.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -262746.812500 Penalty: 2327.840332
	Iteration 15Q: 3 clusters Score -262746.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -262792.187500 Penalty: 2327.840332
	Iteration 16Q: 3 clusters Score -262792.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -262812.187500 Penalty: 2327.840332
	Iteration 17Q: 3 clusters Score -262812.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -262825.906250 Penalty: 2327.840332
	Iteration 18Q: 3 clusters Score -262825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -262830.437500 Penalty: 2327.840332
	Iteration 19Q: 3 clusters Score -262830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -262835.156250 Penalty: 2327.840332
	Iteration 20F: 3 clusters Score -262835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262840.468750 Penalty: 2327.840332
	Iteration 21Q: 3 clusters Score -262840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -262851.656250 Penalty: 2327.840332
	Iteration 22Q: 3 clusters Score -262851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262857.093750 Penalty: 2327.840332
	Iteration 23Q: 3 clusters Score -262857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -262861.156250 Penalty: 2327.840332
	Iteration 24Q: 3 clusters Score -262861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -262866.281250 Penalty: 2327.840332
	Iteration 25Q: 3 clusters Score -262866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -262867.250000 Penalty: 2327.840332
	Iteration 26Q: 3 clusters Score -262867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -262869.125000 Penalty: 2327.840332
	Iteration 27Q: 3 clusters Score -262869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -262869.343750 Penalty: 2327.840332
	Iteration 28Q: 3 clusters Score -262869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -262869.343750 Penalty: 2327.840332
	Iteration 29F: 3 clusters Score -262869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Entering Unmasked Estep 
Score: -7058506.500000 Penalty: 1638.455566
	Iteration 0F: 2 clusters Score -7058506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -7019106.000000 Penalty: 3276.911133
	Iteration 0F: 3 clusters Score -7019106 nChanged 28364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -7035020.500000 Penalty: 3276.911133
	Iteration 1F: 3 clusters Score -7035020 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -7035574.000000 Penalty: 3276.911133
	Iteration 2Q: 3 clusters Score -7035574 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7036039.000000 Penalty: 3276.911133
	Iteration 3Q: 3 clusters Score -7036039 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7036498.000000 Penalty: 3276.911133
	Iteration 4Q: 3 clusters Score -7036498 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -7036872.000000 Penalty: 3276.911133
	Iteration 5Q: 3 clusters Score -7036872 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -7037388.000000 Penalty: 3276.911133
	Iteration 6Q: 3 clusters Score -7037388 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -7037900.000000 Penalty: 3276.911133
	Iteration 7Q: 3 clusters Score -7037900 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7038611.500000 Penalty: 3276.911133
	Iteration 8Q: 3 clusters Score -7038612 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -7039662.500000 Penalty: 3276.911133
	Iteration 9Q: 3 clusters Score -7039662 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -7041260.500000 Penalty: 3276.911133
	Iteration 10F: 3 clusters Score -7041260 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -7043675.000000 Penalty: 3276.911133
	Iteration 11F: 3 clusters Score -7043675 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -7046920.500000 Penalty: 3276.911133
	Iteration 12F: 3 clusters Score -7046920 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -7050538.500000 Penalty: 3276.911133
	Iteration 13F: 3 clusters Score -7050538 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7053650.000000 Penalty: 3276.911133
	Iteration 14F: 3 clusters Score -7053650 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7055528.500000 Penalty: 3276.911133
	Iteration 15Q: 3 clusters Score -7055528 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7056410.500000 Penalty: 3276.911133
	Iteration 16Q: 3 clusters Score -7056410 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7056791.000000 Penalty: 3276.911133
	Iteration 17Q: 3 clusters Score -7056791 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7056980.000000 Penalty: 3276.911133
	Iteration 18Q: 3 clusters Score -7056980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7057038.000000 Penalty: 3276.911133
	Iteration 19Q: 3 clusters Score -7057038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7057101.000000 Penalty: 3276.911133
	Iteration 20F: 3 clusters Score -7057101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7057128.000000 Penalty: 3276.911133
	Iteration 21Q: 3 clusters Score -7057128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7057154.500000 Penalty: 3276.911133
	Iteration 22Q: 3 clusters Score -7057154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7057165.000000 Penalty: 3276.911133
	Iteration 23Q: 3 clusters Score -7057165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7057177.500000 Penalty: 3276.911133
	Iteration 24Q: 3 clusters Score -7057178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7057177.000000 Penalty: 3276.911133
	Iteration 25Q: 3 clusters Score -7057177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7057182.000000 Penalty: 3276.911133
	Iteration 26Q: 3 clusters Score -7057182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7057184.000000 Penalty: 3276.911133
	Iteration 27Q: 3 clusters Score -7057184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7057188.000000 Penalty: 3276.911133
	Iteration 28Q: 3 clusters Score -7057188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7057190.500000 Penalty: 3276.911133
	Iteration 29Q: 3 clusters Score -7057190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7057195.500000 Penalty: 3276.911133
	Iteration 30Q: 3 clusters Score -7057196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7057200.500000 Penalty: 3276.911133
	Iteration 31Q: 3 clusters Score -7057200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7057200.500000 Penalty: 3276.911133
	Iteration 32F: 3 clusters Score -7057200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Entering Unmasked Estep 
Score: -1946250.250000 Penalty: 1458.999268
	Iteration 0F: 2 clusters Score -1946250 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 9037 members 
Entering Unmasked Estep 
Score: -1934441.125000 Penalty: 2917.998535
	Iteration 0F: 3 clusters Score -1934441 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1938812.625000 Penalty: 2917.998535
	Iteration 1F: 3 clusters Score -1938813 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1939309.375000 Penalty: 2917.998535
	Iteration 2F: 3 clusters Score -1939309 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1939712.000000 Penalty: 2917.998535
	Iteration 3F: 3 clusters Score -1939712 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1940084.000000 Penalty: 2917.998535
	Iteration 4Q: 3 clusters Score -1940084 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1940420.250000 Penalty: 2917.998535
	Iteration 5Q: 3 clusters Score -1940420 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1940776.375000 Penalty: 2917.998535
	Iteration 6Q: 3 clusters Score -1940776 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1941148.750000 Penalty: 2917.998535
	Iteration 7Q: 3 clusters Score -1941149 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1941639.375000 Penalty: 2917.998535
	Iteration 8Q: 3 clusters Score -1941639 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1942260.250000 Penalty: 2917.998535
	Iteration 9Q: 3 clusters Score -1942260 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1942889.500000 Penalty: 2917.998535
	Iteration 10Q: 3 clusters Score -1942890 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1943540.250000 Penalty: 2917.998535
	Iteration 11Q: 3 clusters Score -1943540 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1944105.625000 Penalty: 2917.998535
	Iteration 12Q: 3 clusters Score -1944106 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1944590.000000 Penalty: 2917.998535
	Iteration 13Q: 3 clusters Score -1944590 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1944909.875000 Penalty: 2917.998535
	Iteration 14Q: 3 clusters Score -1944910 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1945155.375000 Penalty: 2917.998535
	Iteration 15Q: 3 clusters Score -1945155 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1945280.750000 Penalty: 2917.998535
	Iteration 16Q: 3 clusters Score -1945281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1945355.500000 Penalty: 2917.998535
	Iteration 17Q: 3 clusters Score -1945356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1945393.625000 Penalty: 2917.998535
	Iteration 18Q: 3 clusters Score -1945394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1945420.500000 Penalty: 2917.998535
	Iteration 19Q: 3 clusters Score -1945420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1945451.250000 Penalty: 2917.998535
	Iteration 20F: 3 clusters Score -1945451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1945470.375000 Penalty: 2917.998535
	Iteration 21Q: 3 clusters Score -1945470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1945482.875000 Penalty: 2917.998535
	Iteration 22Q: 3 clusters Score -1945483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1945486.875000 Penalty: 2917.998535
	Iteration 23Q: 3 clusters Score -1945487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1945490.375000 Penalty: 2917.998535
	Iteration 24Q: 3 clusters Score -1945490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1945491.000000 Penalty: 2917.998535
	Iteration 25Q: 3 clusters Score -1945491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1945493.000000 Penalty: 2917.998535
	Iteration 26Q: 3 clusters Score -1945493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1945504.000000 Penalty: 2917.998535
	Iteration 27Q: 3 clusters Score -1945504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1945508.500000 Penalty: 2917.998535
	Iteration 28Q: 3 clusters Score -1945508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1945511.750000 Penalty: 2917.998535
	Iteration 29Q: 3 clusters Score -1945512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1945521.000000 Penalty: 2917.998535
	Iteration 30Q: 3 clusters Score -1945521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1945534.750000 Penalty: 2917.998535
	Iteration 31Q: 3 clusters Score -1945535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1945542.125000 Penalty: 2917.998535
	Iteration 32Q: 3 clusters Score -1945542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1945542.375000 Penalty: 2917.998535
	Iteration 33Q: 3 clusters Score -1945542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1945544.750000 Penalty: 2917.998535
	Iteration 34Q: 3 clusters Score -1945545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1945548.250000 Penalty: 2917.998535
	Iteration 35Q: 3 clusters Score -1945548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1945555.875000 Penalty: 2917.998535
	Iteration 36Q: 3 clusters Score -1945556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1945563.875000 Penalty: 2917.998535
	Iteration 37Q: 3 clusters Score -1945564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1945564.875000 Penalty: 2917.998535
	Iteration 38Q: 3 clusters Score -1945565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1945564.375000 Penalty: 2917.998535
	Iteration 39Q: 3 clusters Score -1945564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1945563.500000 Penalty: 2917.998535
	Iteration 40F: 3 clusters Score -1945564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1945563.875000 Penalty: 2917.998535
	Iteration 41Q: 3 clusters Score -1945564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1945563.875000 Penalty: 2917.998535
	Iteration 42F: 3 clusters Score -1945564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Entering Unmasked Estep 
Score: -4775865.500000 Penalty: 1580.002808
	Iteration 0F: 2 clusters Score -4775866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4749400.500000 Penalty: 3160.005615
	Iteration 0F: 3 clusters Score -4749400 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4759492.500000 Penalty: 3160.005615
	Iteration 1F: 3 clusters Score -4759492 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4759942.000000 Penalty: 3160.005615
	Iteration 2Q: 3 clusters Score -4759942 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4760272.500000 Penalty: 3160.005615
	Iteration 3Q: 3 clusters Score -4760272 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4760605.500000 Penalty: 3160.005615
	Iteration 4Q: 3 clusters Score -4760606 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4760943.000000 Penalty: 3160.005615
	Iteration 5Q: 3 clusters Score -4760943 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4761248.500000 Penalty: 3160.005615
	Iteration 6Q: 3 clusters Score -4761248 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4761616.000000 Penalty: 3160.005615
	Iteration 7Q: 3 clusters Score -4761616 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4762011.500000 Penalty: 3160.005615
	Iteration 8Q: 3 clusters Score -4762012 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4762581.000000 Penalty: 3160.005615
	Iteration 9Q: 3 clusters Score -4762581 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4763244.000000 Penalty: 3160.005615
	Iteration 10Q: 3 clusters Score -4763244 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4764050.500000 Penalty: 3160.005615
	Iteration 11Q: 3 clusters Score -4764050 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4764953.000000 Penalty: 3160.005615
	Iteration 12Q: 3 clusters Score -4764953 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4766030.500000 Penalty: 3160.005615
	Iteration 13Q: 3 clusters Score -4766030 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4767134.500000 Penalty: 3160.005615
	Iteration 14Q: 3 clusters Score -4767134 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4768077.000000 Penalty: 3160.005615
	Iteration 15Q: 3 clusters Score -4768077 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4768683.500000 Penalty: 3160.005615
	Iteration 16Q: 3 clusters Score -4768684 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4769031.000000 Penalty: 3160.005615
	Iteration 17Q: 3 clusters Score -4769031 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4769236.000000 Penalty: 3160.005615
	Iteration 18Q: 3 clusters Score -4769236 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4769418.000000 Penalty: 3160.005615
	Iteration 19Q: 3 clusters Score -4769418 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4769606.000000 Penalty: 3160.005615
	Iteration 20F: 3 clusters Score -4769606 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4769796.000000 Penalty: 3160.005615
	Iteration 21Q: 3 clusters Score -4769796 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4770002.500000 Penalty: 3160.005615
	Iteration 22Q: 3 clusters Score -4770002 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4770208.500000 Penalty: 3160.005615
	Iteration 23Q: 3 clusters Score -4770208 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4770409.000000 Penalty: 3160.005615
	Iteration 24Q: 3 clusters Score -4770409 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4770606.000000 Penalty: 3160.005615
	Iteration 25Q: 3 clusters Score -4770606 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4770779.000000 Penalty: 3160.005615
	Iteration 26Q: 3 clusters Score -4770779 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4771012.000000 Penalty: 3160.005615
	Iteration 27Q: 3 clusters Score -4771012 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -4771190.000000 Penalty: 3160.005615
	Iteration 28Q: 3 clusters Score -4771190 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4771414.000000 Penalty: 3160.005615
	Iteration 29Q: 3 clusters Score -4771414 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4771664.000000 Penalty: 3160.005615
	Iteration 30Q: 3 clusters Score -4771664 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4771880.000000 Penalty: 3160.005615
	Iteration 31Q: 3 clusters Score -4771880 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4772118.000000 Penalty: 3160.005615
	Iteration 32Q: 3 clusters Score -4772118 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -4772364.500000 Penalty: 3160.005615
	Iteration 33Q: 3 clusters Score -4772364 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4772608.000000 Penalty: 3160.005615
	Iteration 34Q: 3 clusters Score -4772608 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4772826.000000 Penalty: 3160.005615
	Iteration 35Q: 3 clusters Score -4772826 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4773061.000000 Penalty: 3160.005615
	Iteration 36Q: 3 clusters Score -4773061 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4773280.500000 Penalty: 3160.005615
	Iteration 37Q: 3 clusters Score -4773280 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4773476.500000 Penalty: 3160.005615
	Iteration 38Q: 3 clusters Score -4773476 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4773682.500000 Penalty: 3160.005615
	Iteration 39Q: 3 clusters Score -4773682 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4773915.500000 Penalty: 3160.005615
	Iteration 40F: 3 clusters Score -4773916 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4774130.500000 Penalty: 3160.005615
	Iteration 41Q: 3 clusters Score -4774130 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4774318.000000 Penalty: 3160.005615
	Iteration 42Q: 3 clusters Score -4774318 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4774502.000000 Penalty: 3160.005615
	Iteration 43Q: 3 clusters Score -4774502 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4774633.000000 Penalty: 3160.005615
	Iteration 44Q: 3 clusters Score -4774633 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4774744.000000 Penalty: 3160.005615
	Iteration 45Q: 3 clusters Score -4774744 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4774822.000000 Penalty: 3160.005615
	Iteration 46Q: 3 clusters Score -4774822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4774894.500000 Penalty: 3160.005615
	Iteration 47Q: 3 clusters Score -4774894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4774951.500000 Penalty: 3160.005615
	Iteration 48Q: 3 clusters Score -4774952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4775003.000000 Penalty: 3160.005615
	Iteration 49Q: 3 clusters Score -4775003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4775039.500000 Penalty: 3160.005615
	Iteration 50Q: 3 clusters Score -4775040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4775061.500000 Penalty: 3160.005615
	Iteration 51Q: 3 clusters Score -4775062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4775075.000000 Penalty: 3160.005615
	Iteration 52Q: 3 clusters Score -4775075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4775084.500000 Penalty: 3160.005615
	Iteration 53Q: 3 clusters Score -4775084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4775099.500000 Penalty: 3160.005615
	Iteration 54Q: 3 clusters Score -4775100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4775104.500000 Penalty: 3160.005615
	Iteration 55Q: 3 clusters Score -4775104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4775115.500000 Penalty: 3160.005615
	Iteration 56Q: 3 clusters Score -4775116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4775122.000000 Penalty: 3160.005615
	Iteration 57Q: 3 clusters Score -4775122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4775121.000000 Penalty: 3160.005615
	Iteration 58Q: 3 clusters Score -4775121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4775128.000000 Penalty: 3160.005615
	Iteration 59Q: 3 clusters Score -4775128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4775130.000000 Penalty: 3160.005615
	Iteration 60F: 3 clusters Score -4775130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4775127.500000 Penalty: 3160.005615
	Iteration 61Q: 3 clusters Score -4775128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4775130.500000 Penalty: 3160.005615
	Iteration 62Q: 3 clusters Score -4775130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4775138.500000 Penalty: 3160.005615
	Iteration 63Q: 3 clusters Score -4775138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4775142.000000 Penalty: 3160.005615
	Iteration 64Q: 3 clusters Score -4775142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4775138.500000 Penalty: 3160.005615
	Iteration 65Q: 3 clusters Score -4775138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4775141.500000 Penalty: 3160.005615
	Iteration 66Q: 3 clusters Score -4775142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4775143.000000 Penalty: 3160.005615
	Iteration 67Q: 3 clusters Score -4775143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4775143.000000 Penalty: 3160.005615
	Iteration 68F: 3 clusters Score -4775143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -373739.781250 Penalty: 1211.668823
	Iteration 0F: 2 clusters Score -373739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -370992.250000 Penalty: 2423.337646
	Iteration 0F: 3 clusters Score -370992.2 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -371767.843750 Penalty: 2423.337646
	Iteration 1F: 3 clusters Score -371767.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -371937.343750 Penalty: 2423.337646
	Iteration 2F: 3 clusters Score -371937.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372055.718750 Penalty: 2423.337646
	Iteration 3F: 3 clusters Score -372055.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -372121.781250 Penalty: 2423.337646
	Iteration 4Q: 3 clusters Score -372121.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -372168.312500 Penalty: 2423.337646
	Iteration 5Q: 3 clusters Score -372168.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -372207.000000 Penalty: 2423.337646
	Iteration 6Q: 3 clusters Score -372207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372234.062500 Penalty: 2423.337646
	Iteration 7Q: 3 clusters Score -372234.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -372259.375000 Penalty: 2423.337646
	Iteration 8Q: 3 clusters Score -372259.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -372278.562500 Penalty: 2423.337646
	Iteration 9Q: 3 clusters Score -372278.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -372294.656250 Penalty: 2423.337646
	Iteration 10Q: 3 clusters Score -372294.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -372307.468750 Penalty: 2423.337646
	Iteration 11Q: 3 clusters Score -372307.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -372320.593750 Penalty: 2423.337646
	Iteration 12Q: 3 clusters Score -372320.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -372331.937500 Penalty: 2423.337646
	Iteration 13Q: 3 clusters Score -372331.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -372344.843750 Penalty: 2423.337646
	Iteration 14Q: 3 clusters Score -372344.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -372355.125000 Penalty: 2423.337646
	Iteration 15Q: 3 clusters Score -372355.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -372372.093750 Penalty: 2423.337646
	Iteration 16Q: 3 clusters Score -372372.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -372388.625000 Penalty: 2423.337646
	Iteration 17Q: 3 clusters Score -372388.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372400.343750 Penalty: 2423.337646
	Iteration 18Q: 3 clusters Score -372400.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -372409.875000 Penalty: 2423.337646
	Iteration 19Q: 3 clusters Score -372409.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372416.906250 Penalty: 2423.337646
	Iteration 20F: 3 clusters Score -372416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372422.125000 Penalty: 2423.337646
	Iteration 21Q: 3 clusters Score -372422.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -372432.531250 Penalty: 2423.337646
	Iteration 22Q: 3 clusters Score -372432.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -372439.906250 Penalty: 2423.337646
	Iteration 23Q: 3 clusters Score -372439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -372447.968750 Penalty: 2423.337646
	Iteration 24Q: 3 clusters Score -372448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -372452.937500 Penalty: 2423.337646
	Iteration 25Q: 3 clusters Score -372452.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -372455.937500 Penalty: 2423.337646
	Iteration 26Q: 3 clusters Score -372455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -372459.531250 Penalty: 2423.337646
	Iteration 27Q: 3 clusters Score -372459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -372460.906250 Penalty: 2423.337646
	Iteration 28Q: 3 clusters Score -372460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -372462.156250 Penalty: 2423.337646
	Iteration 29Q: 3 clusters Score -372462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -372464.281250 Penalty: 2423.337646
	Iteration 30Q: 3 clusters Score -372464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -372466.625000 Penalty: 2423.337646
	Iteration 31Q: 3 clusters Score -372466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -372470.593750 Penalty: 2423.337646
	Iteration 32Q: 3 clusters Score -372470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -372473.031250 Penalty: 2423.337646
	Iteration 33Q: 3 clusters Score -372473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -372474.781250 Penalty: 2423.337646
	Iteration 34Q: 3 clusters Score -372474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -372476.656250 Penalty: 2423.337646
	Iteration 35Q: 3 clusters Score -372476.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -372479.593750 Penalty: 2423.337646
	Iteration 36Q: 3 clusters Score -372479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -372484.093750 Penalty: 2423.337646
	Iteration 37Q: 3 clusters Score -372484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -372487.531250 Penalty: 2423.337646
	Iteration 38Q: 3 clusters Score -372487.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -372492.656250 Penalty: 2423.337646
	Iteration 39Q: 3 clusters Score -372492.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -372499.843750 Penalty: 2423.337646
	Iteration 40F: 3 clusters Score -372499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -372504.093750 Penalty: 2423.337646
	Iteration 41Q: 3 clusters Score -372504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -372509.593750 Penalty: 2423.337646
	Iteration 42Q: 3 clusters Score -372509.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -372512.000000 Penalty: 2423.337646
	Iteration 43Q: 3 clusters Score -372512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -372515.843750 Penalty: 2423.337646
	Iteration 44Q: 3 clusters Score -372515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -372518.625000 Penalty: 2423.337646
	Iteration 45Q: 3 clusters Score -372518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372521.031250 Penalty: 2423.337646
	Iteration 46Q: 3 clusters Score -372521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -372525.062500 Penalty: 2423.337646
	Iteration 47Q: 3 clusters Score -372525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372530.000000 Penalty: 2423.337646
	Iteration 48Q: 3 clusters Score -372530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372533.250000 Penalty: 2423.337646
	Iteration 49Q: 3 clusters Score -372533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -372535.781250 Penalty: 2423.337646
	Iteration 50Q: 3 clusters Score -372535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -372539.687500 Penalty: 2423.337646
	Iteration 51Q: 3 clusters Score -372539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -372541.187500 Penalty: 2423.337646
	Iteration 52Q: 3 clusters Score -372541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -372544.156250 Penalty: 2423.337646
	Iteration 53Q: 3 clusters Score -372544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372547.281250 Penalty: 2423.337646
	Iteration 54Q: 3 clusters Score -372547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372551.250000 Penalty: 2423.337646
	Iteration 55Q: 3 clusters Score -372551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372554.000000 Penalty: 2423.337646
	Iteration 56Q: 3 clusters Score -372554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -372555.781250 Penalty: 2423.337646
	Iteration 57Q: 3 clusters Score -372555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -372559.312500 Penalty: 2423.337646
	Iteration 58Q: 3 clusters Score -372559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -372562.156250 Penalty: 2423.337646
	Iteration 59Q: 3 clusters Score -372562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -372566.375000 Penalty: 2423.337646
	Iteration 60F: 3 clusters Score -372566.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -372572.937500 Penalty: 2423.337646
	Iteration 61Q: 3 clusters Score -372572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -372578.500000 Penalty: 2423.337646
	Iteration 62Q: 3 clusters Score -372578.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372587.500000 Penalty: 2423.337646
	Iteration 63Q: 3 clusters Score -372587.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372604.281250 Penalty: 2423.337646
	Iteration 64Q: 3 clusters Score -372604.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -372625.843750 Penalty: 2423.337646
	Iteration 65Q: 3 clusters Score -372625.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -372646.906250 Penalty: 2423.337646
	Iteration 66Q: 3 clusters Score -372646.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -372669.343750 Penalty: 2423.337646
	Iteration 67Q: 3 clusters Score -372669.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -372690.593750 Penalty: 2423.337646
	Iteration 68Q: 3 clusters Score -372690.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -372710.125000 Penalty: 2423.337646
	Iteration 69Q: 3 clusters Score -372710.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372729.156250 Penalty: 2423.337646
	Iteration 70Q: 3 clusters Score -372729.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -372740.218750 Penalty: 2423.337646
	Iteration 71Q: 3 clusters Score -372740.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -372750.656250 Penalty: 2423.337646
	Iteration 72Q: 3 clusters Score -372750.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -372762.687500 Penalty: 2423.337646
	Iteration 73Q: 3 clusters Score -372762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372775.125000 Penalty: 2423.337646
	Iteration 74Q: 3 clusters Score -372775.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372790.125000 Penalty: 2423.337646
	Iteration 75Q: 3 clusters Score -372790.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -372804.250000 Penalty: 2423.337646
	Iteration 76Q: 3 clusters Score -372804.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -372816.062500 Penalty: 2423.337646
	Iteration 77Q: 3 clusters Score -372816.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372826.937500 Penalty: 2423.337646
	Iteration 78Q: 3 clusters Score -372826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -372836.312500 Penalty: 2423.337646
	Iteration 79Q: 3 clusters Score -372836.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -372852.718750 Penalty: 2423.337646
	Iteration 80F: 3 clusters Score -372852.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -372869.437500 Penalty: 2423.337646
	Iteration 81Q: 3 clusters Score -372869.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -372884.843750 Penalty: 2423.337646
	Iteration 82Q: 3 clusters Score -372884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -372899.406250 Penalty: 2423.337646
	Iteration 83Q: 3 clusters Score -372899.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -372916.906250 Penalty: 2423.337646
	Iteration 84Q: 3 clusters Score -372916.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -372930.156250 Penalty: 2423.337646
	Iteration 85Q: 3 clusters Score -372930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -372935.281250 Penalty: 2423.337646
	Iteration 86Q: 3 clusters Score -372935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -372938.812500 Penalty: 2423.337646
	Iteration 87Q: 3 clusters Score -372938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -372941.625000 Penalty: 2423.337646
	Iteration 88Q: 3 clusters Score -372941.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -372946.312500 Penalty: 2423.337646
	Iteration 89Q: 3 clusters Score -372946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -372951.500000 Penalty: 2423.337646
	Iteration 90Q: 3 clusters Score -372951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -372956.187500 Penalty: 2423.337646
	Iteration 91Q: 3 clusters Score -372956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -372959.968750 Penalty: 2423.337646
	Iteration 92Q: 3 clusters Score -372960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -372963.812500 Penalty: 2423.337646
	Iteration 93Q: 3 clusters Score -372963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -372967.000000 Penalty: 2423.337646
	Iteration 94Q: 3 clusters Score -372967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -372968.656250 Penalty: 2423.337646
	Iteration 95Q: 3 clusters Score -372968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -372969.875000 Penalty: 2423.337646
	Iteration 96Q: 3 clusters Score -372969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -372972.875000 Penalty: 2423.337646
	Iteration 97Q: 3 clusters Score -372972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -372976.312500 Penalty: 2423.337646
	Iteration 98Q: 3 clusters Score -372976.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -372982.593750 Penalty: 2423.337646
	Iteration 99Q: 3 clusters Score -372982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -372986.187500 Penalty: 2423.337646
	Iteration 100F: 3 clusters Score -372986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -372989.937500 Penalty: 2423.337646
	Iteration 101Q: 3 clusters Score -372989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372994.187500 Penalty: 2423.337646
	Iteration 102Q: 3 clusters Score -372994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -372997.812500 Penalty: 2423.337646
	Iteration 103Q: 3 clusters Score -372997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -373002.281250 Penalty: 2423.337646
	Iteration 104Q: 3 clusters Score -373002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -373005.843750 Penalty: 2423.337646
	Iteration 105Q: 3 clusters Score -373005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -373012.187500 Penalty: 2423.337646
	Iteration 106Q: 3 clusters Score -373012.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -373014.625000 Penalty: 2423.337646
	Iteration 107Q: 3 clusters Score -373014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -373019.625000 Penalty: 2423.337646
	Iteration 108Q: 3 clusters Score -373019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -373023.281250 Penalty: 2423.337646
	Iteration 109Q: 3 clusters Score -373023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -373024.312500 Penalty: 2423.337646
	Iteration 110Q: 3 clusters Score -373024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -373025.875000 Penalty: 2423.337646
	Iteration 111Q: 3 clusters Score -373025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -373026.250000 Penalty: 2423.337646
	Iteration 112Q: 3 clusters Score -373026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -373027.062500 Penalty: 2423.337646
	Iteration 113Q: 3 clusters Score -373027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -373027.531250 Penalty: 2423.337646
	Iteration 114Q: 3 clusters Score -373027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -373027.531250 Penalty: 2423.337646
	Iteration 115F: 3 clusters Score -373027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Entering Unmasked Estep 
Score: -2810568.000000 Penalty: 1500.128540
	Iteration 0F: 2 clusters Score -2810568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2795124.500000 Penalty: 3000.257080
	Iteration 0F: 3 clusters Score -2795124 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2800852.250000 Penalty: 3000.257080
	Iteration 1F: 3 clusters Score -2800852 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2801302.500000 Penalty: 3000.257080
	Iteration 2F: 3 clusters Score -2801302 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2801762.750000 Penalty: 3000.257080
	Iteration 3Q: 3 clusters Score -2801763 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2802298.500000 Penalty: 3000.257080
	Iteration 4F: 3 clusters Score -2802298 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2802911.000000 Penalty: 3000.257080
	Iteration 5F: 3 clusters Score -2802911 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2803700.500000 Penalty: 3000.257080
	Iteration 6F: 3 clusters Score -2803700 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2804736.500000 Penalty: 3000.257080
	Iteration 7F: 3 clusters Score -2804736 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2805832.250000 Penalty: 3000.257080
	Iteration 8F: 3 clusters Score -2805832 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2806916.250000 Penalty: 3000.257080
	Iteration 9F: 3 clusters Score -2806916 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2807797.000000 Penalty: 3000.257080
	Iteration 10Q: 3 clusters Score -2807797 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2808391.250000 Penalty: 3000.257080
	Iteration 11Q: 3 clusters Score -2808391 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2808780.750000 Penalty: 3000.257080
	Iteration 12Q: 3 clusters Score -2808781 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2809002.250000 Penalty: 3000.257080
	Iteration 13Q: 3 clusters Score -2809002 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2809129.250000 Penalty: 3000.257080
	Iteration 14Q: 3 clusters Score -2809129 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2809201.750000 Penalty: 3000.257080
	Iteration 15Q: 3 clusters Score -2809202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2809261.000000 Penalty: 3000.257080
	Iteration 16Q: 3 clusters Score -2809261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2809289.500000 Penalty: 3000.257080
	Iteration 17Q: 3 clusters Score -2809290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2809303.000000 Penalty: 3000.257080
	Iteration 18Q: 3 clusters Score -2809303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2809314.500000 Penalty: 3000.257080
	Iteration 19Q: 3 clusters Score -2809314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2809322.250000 Penalty: 3000.257080
	Iteration 20F: 3 clusters Score -2809322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2809333.500000 Penalty: 3000.257080
	Iteration 21Q: 3 clusters Score -2809334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2809342.750000 Penalty: 3000.257080
	Iteration 22Q: 3 clusters Score -2809343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2809347.750000 Penalty: 3000.257080
	Iteration 23Q: 3 clusters Score -2809348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2809351.500000 Penalty: 3000.257080
	Iteration 24Q: 3 clusters Score -2809352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2809359.500000 Penalty: 3000.257080
	Iteration 25Q: 3 clusters Score -2809360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2809368.500000 Penalty: 3000.257080
	Iteration 26Q: 3 clusters Score -2809368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2809370.500000 Penalty: 3000.257080
	Iteration 27Q: 3 clusters Score -2809370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2809369.750000 Penalty: 3000.257080
	Iteration 28Q: 3 clusters Score -2809370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2809369.500000 Penalty: 3000.257080
	Iteration 29Q: 3 clusters Score -2809370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2809378.500000 Penalty: 3000.257080
	Iteration 30Q: 3 clusters Score -2809378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2809383.500000 Penalty: 3000.257080
	Iteration 31Q: 3 clusters Score -2809384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2809388.000000 Penalty: 3000.257080
	Iteration 32Q: 3 clusters Score -2809388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2809388.000000 Penalty: 3000.257080
	Iteration 33F: 3 clusters Score -2809388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -1196623.625000 Penalty: 1384.016479
	Iteration 0F: 2 clusters Score -1196624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1189324.875000 Penalty: 2768.032959
	Iteration 0F: 3 clusters Score -1189325 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1191734.375000 Penalty: 2768.032959
	Iteration 1F: 3 clusters Score -1191734 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1192106.625000 Penalty: 2768.032959
	Iteration 2F: 3 clusters Score -1192107 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1192402.875000 Penalty: 2768.032959
	Iteration 3F: 3 clusters Score -1192403 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1192652.500000 Penalty: 2768.032959
	Iteration 4Q: 3 clusters Score -1192652 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1192892.750000 Penalty: 2768.032959
	Iteration 5Q: 3 clusters Score -1192893 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1193141.625000 Penalty: 2768.032959
	Iteration 6Q: 3 clusters Score -1193142 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1193419.375000 Penalty: 2768.032959
	Iteration 7Q: 3 clusters Score -1193419 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1193678.250000 Penalty: 2768.032959
	Iteration 8Q: 3 clusters Score -1193678 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1193947.500000 Penalty: 2768.032959
	Iteration 9Q: 3 clusters Score -1193948 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1194204.500000 Penalty: 2768.032959
	Iteration 10Q: 3 clusters Score -1194204 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1194434.500000 Penalty: 2768.032959
	Iteration 11Q: 3 clusters Score -1194434 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1194652.000000 Penalty: 2768.032959
	Iteration 12Q: 3 clusters Score -1194652 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1194801.250000 Penalty: 2768.032959
	Iteration 13Q: 3 clusters Score -1194801 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1194918.375000 Penalty: 2768.032959
	Iteration 14Q: 3 clusters Score -1194918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1195013.125000 Penalty: 2768.032959
	Iteration 15Q: 3 clusters Score -1195013 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1195087.750000 Penalty: 2768.032959
	Iteration 16Q: 3 clusters Score -1195088 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1195165.625000 Penalty: 2768.032959
	Iteration 17Q: 3 clusters Score -1195166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1195223.000000 Penalty: 2768.032959
	Iteration 18Q: 3 clusters Score -1195223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1195273.500000 Penalty: 2768.032959
	Iteration 19Q: 3 clusters Score -1195274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1195314.250000 Penalty: 2768.032959
	Iteration 20F: 3 clusters Score -1195314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1195337.375000 Penalty: 2768.032959
	Iteration 21Q: 3 clusters Score -1195337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1195364.750000 Penalty: 2768.032959
	Iteration 22Q: 3 clusters Score -1195365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1195393.750000 Penalty: 2768.032959
	Iteration 23Q: 3 clusters Score -1195394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1195422.875000 Penalty: 2768.032959
	Iteration 24Q: 3 clusters Score -1195423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1195461.875000 Penalty: 2768.032959
	Iteration 25Q: 3 clusters Score -1195462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1195482.875000 Penalty: 2768.032959
	Iteration 26Q: 3 clusters Score -1195483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1195498.750000 Penalty: 2768.032959
	Iteration 27Q: 3 clusters Score -1195499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1195521.250000 Penalty: 2768.032959
	Iteration 28Q: 3 clusters Score -1195521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1195541.000000 Penalty: 2768.032959
	Iteration 29Q: 3 clusters Score -1195541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1195557.750000 Penalty: 2768.032959
	Iteration 30Q: 3 clusters Score -1195558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1195574.750000 Penalty: 2768.032959
	Iteration 31Q: 3 clusters Score -1195575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1195587.250000 Penalty: 2768.032959
	Iteration 32Q: 3 clusters Score -1195587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1195605.875000 Penalty: 2768.032959
	Iteration 33Q: 3 clusters Score -1195606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1195617.375000 Penalty: 2768.032959
	Iteration 34Q: 3 clusters Score -1195617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1195621.250000 Penalty: 2768.032959
	Iteration 35Q: 3 clusters Score -1195621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1195624.750000 Penalty: 2768.032959
	Iteration 36Q: 3 clusters Score -1195625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1195629.125000 Penalty: 2768.032959
	Iteration 37Q: 3 clusters Score -1195629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1195632.250000 Penalty: 2768.032959
	Iteration 38Q: 3 clusters Score -1195632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1195639.125000 Penalty: 2768.032959
	Iteration 39Q: 3 clusters Score -1195639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1195640.250000 Penalty: 2768.032959
	Iteration 40F: 3 clusters Score -1195640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1195645.750000 Penalty: 2768.032959
	Iteration 41Q: 3 clusters Score -1195646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1195645.875000 Penalty: 2768.032959
	Iteration 42Q: 3 clusters Score -1195646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1195646.750000 Penalty: 2768.032959
	Iteration 43Q: 3 clusters Score -1195647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1195646.625000 Penalty: 2768.032959
	Iteration 44Q: 3 clusters Score -1195647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1195646.625000 Penalty: 2768.032959
	Iteration 45F: 3 clusters Score -1195647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -890877.312500 Penalty: 1337.592163
	Iteration 0F: 2 clusters Score -890877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -885351.125000 Penalty: 2675.184326
	Iteration 0F: 3 clusters Score -885351.1 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -887116.250000 Penalty: 2675.184326
	Iteration 1F: 3 clusters Score -887116.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -887405.750000 Penalty: 2675.184326
	Iteration 2F: 3 clusters Score -887405.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -887612.375000 Penalty: 2675.184326
	Iteration 3F: 3 clusters Score -887612.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -887789.437500 Penalty: 2675.184326
	Iteration 4Q: 3 clusters Score -887789.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -887948.062500 Penalty: 2675.184326
	Iteration 5Q: 3 clusters Score -887948.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -888082.750000 Penalty: 2675.184326
	Iteration 6Q: 3 clusters Score -888082.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -888193.062500 Penalty: 2675.184326
	Iteration 7Q: 3 clusters Score -888193.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -888301.750000 Penalty: 2675.184326
	Iteration 8Q: 3 clusters Score -888301.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -888403.000000 Penalty: 2675.184326
	Iteration 9Q: 3 clusters Score -888403 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -888491.125000 Penalty: 2675.184326
	Iteration 10Q: 3 clusters Score -888491.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -888579.312500 Penalty: 2675.184326
	Iteration 11Q: 3 clusters Score -888579.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -888661.000000 Penalty: 2675.184326
	Iteration 12Q: 3 clusters Score -888661 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -888732.125000 Penalty: 2675.184326
	Iteration 13Q: 3 clusters Score -888732.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -888791.375000 Penalty: 2675.184326
	Iteration 14Q: 3 clusters Score -888791.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -888855.437500 Penalty: 2675.184326
	Iteration 15Q: 3 clusters Score -888855.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -888910.187500 Penalty: 2675.184326
	Iteration 16Q: 3 clusters Score -888910.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -888964.000000 Penalty: 2675.184326
	Iteration 17Q: 3 clusters Score -888964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -889023.312500 Penalty: 2675.184326
	Iteration 18Q: 3 clusters Score -889023.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -889083.000000 Penalty: 2675.184326
	Iteration 19Q: 3 clusters Score -889083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -889140.312500 Penalty: 2675.184326
	Iteration 20F: 3 clusters Score -889140.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -889190.812500 Penalty: 2675.184326
	Iteration 21Q: 3 clusters Score -889190.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -889243.562500 Penalty: 2675.184326
	Iteration 22Q: 3 clusters Score -889243.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -889295.750000 Penalty: 2675.184326
	Iteration 23Q: 3 clusters Score -889295.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -889334.000000 Penalty: 2675.184326
	Iteration 24Q: 3 clusters Score -889334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -889374.625000 Penalty: 2675.184326
	Iteration 25Q: 3 clusters Score -889374.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -889412.125000 Penalty: 2675.184326
	Iteration 26Q: 3 clusters Score -889412.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -889446.687500 Penalty: 2675.184326
	Iteration 27Q: 3 clusters Score -889446.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -889471.500000 Penalty: 2675.184326
	Iteration 28Q: 3 clusters Score -889471.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -889495.562500 Penalty: 2675.184326
	Iteration 29Q: 3 clusters Score -889495.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -889519.375000 Penalty: 2675.184326
	Iteration 30Q: 3 clusters Score -889519.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -889535.312500 Penalty: 2675.184326
	Iteration 31Q: 3 clusters Score -889535.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -889546.500000 Penalty: 2675.184326
	Iteration 32Q: 3 clusters Score -889546.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -889554.750000 Penalty: 2675.184326
	Iteration 33Q: 3 clusters Score -889554.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -889562.812500 Penalty: 2675.184326
	Iteration 34Q: 3 clusters Score -889562.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -889570.250000 Penalty: 2675.184326
	Iteration 35Q: 3 clusters Score -889570.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -889573.750000 Penalty: 2675.184326
	Iteration 36Q: 3 clusters Score -889573.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -889576.375000 Penalty: 2675.184326
	Iteration 37Q: 3 clusters Score -889576.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -889581.875000 Penalty: 2675.184326
	Iteration 38Q: 3 clusters Score -889581.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -889587.125000 Penalty: 2675.184326
	Iteration 39Q: 3 clusters Score -889587.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -889589.937500 Penalty: 2675.184326
	Iteration 40F: 3 clusters Score -889589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -889592.625000 Penalty: 2675.184326
	Iteration 41Q: 3 clusters Score -889592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -889595.812500 Penalty: 2675.184326
	Iteration 42Q: 3 clusters Score -889595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -889596.687500 Penalty: 2675.184326
	Iteration 43Q: 3 clusters Score -889596.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -889599.937500 Penalty: 2675.184326
	Iteration 44Q: 3 clusters Score -889599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -889600.812500 Penalty: 2675.184326
	Iteration 45Q: 3 clusters Score -889600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -889601.875000 Penalty: 2675.184326
	Iteration 46Q: 3 clusters Score -889601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -889601.125000 Penalty: 2675.184326
	Iteration 47Q: 3 clusters Score -889601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -889602.062500 Penalty: 2675.184326
	Iteration 48Q: 3 clusters Score -889602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -889603.562500 Penalty: 2675.184326
	Iteration 49Q: 3 clusters Score -889603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -889601.687500 Penalty: 2675.184326
	Iteration 50Q: 3 clusters Score -889601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -889602.750000 Penalty: 2675.184326
	Iteration 51Q: 3 clusters Score -889602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -889602.750000 Penalty: 2675.184326
	Iteration 52F: 3 clusters Score -889602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -494901.906250 Penalty: 1248.099854
	Iteration 0F: 2 clusters Score -494901.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -491609.843750 Penalty: 2496.199707
	Iteration 0F: 3 clusters Score -491609.8 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -492564.531250 Penalty: 2496.199707
	Iteration 1F: 3 clusters Score -492564.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -492799.750000 Penalty: 2496.199707
	Iteration 2F: 3 clusters Score -492799.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -492928.937500 Penalty: 2496.199707
	Iteration 3F: 3 clusters Score -492928.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -493011.562500 Penalty: 2496.199707
	Iteration 4Q: 3 clusters Score -493011.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -493081.250000 Penalty: 2496.199707
	Iteration 5Q: 3 clusters Score -493081.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -493140.593750 Penalty: 2496.199707
	Iteration 6Q: 3 clusters Score -493140.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -493194.968750 Penalty: 2496.199707
	Iteration 7Q: 3 clusters Score -493195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -493251.937500 Penalty: 2496.199707
	Iteration 8Q: 3 clusters Score -493251.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -493315.000000 Penalty: 2496.199707
	Iteration 9Q: 3 clusters Score -493315 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -493363.156250 Penalty: 2496.199707
	Iteration 10Q: 3 clusters Score -493363.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -493400.906250 Penalty: 2496.199707
	Iteration 11Q: 3 clusters Score -493400.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -493439.031250 Penalty: 2496.199707
	Iteration 12Q: 3 clusters Score -493439 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -493474.156250 Penalty: 2496.199707
	Iteration 13Q: 3 clusters Score -493474.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -493505.750000 Penalty: 2496.199707
	Iteration 14Q: 3 clusters Score -493505.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -493531.468750 Penalty: 2496.199707
	Iteration 15Q: 3 clusters Score -493531.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -493550.156250 Penalty: 2496.199707
	Iteration 16Q: 3 clusters Score -493550.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -493564.750000 Penalty: 2496.199707
	Iteration 17Q: 3 clusters Score -493564.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -493573.906250 Penalty: 2496.199707
	Iteration 18Q: 3 clusters Score -493573.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -493583.906250 Penalty: 2496.199707
	Iteration 19Q: 3 clusters Score -493583.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -493597.875000 Penalty: 2496.199707
	Iteration 20F: 3 clusters Score -493597.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -493609.375000 Penalty: 2496.199707
	Iteration 21Q: 3 clusters Score -493609.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -493620.937500 Penalty: 2496.199707
	Iteration 22Q: 3 clusters Score -493620.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -493634.562500 Penalty: 2496.199707
	Iteration 23Q: 3 clusters Score -493634.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -493649.437500 Penalty: 2496.199707
	Iteration 24Q: 3 clusters Score -493649.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -493661.718750 Penalty: 2496.199707
	Iteration 25Q: 3 clusters Score -493661.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -493668.843750 Penalty: 2496.199707
	Iteration 26Q: 3 clusters Score -493668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -493673.031250 Penalty: 2496.199707
	Iteration 27Q: 3 clusters Score -493673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -493676.218750 Penalty: 2496.199707
	Iteration 28Q: 3 clusters Score -493676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -493679.656250 Penalty: 2496.199707
	Iteration 29Q: 3 clusters Score -493679.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -493685.406250 Penalty: 2496.199707
	Iteration 30Q: 3 clusters Score -493685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -493688.625000 Penalty: 2496.199707
	Iteration 31Q: 3 clusters Score -493688.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -493693.593750 Penalty: 2496.199707
	Iteration 32Q: 3 clusters Score -493693.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -493700.843750 Penalty: 2496.199707
	Iteration 33Q: 3 clusters Score -493700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -493706.531250 Penalty: 2496.199707
	Iteration 34Q: 3 clusters Score -493706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -493709.906250 Penalty: 2496.199707
	Iteration 35Q: 3 clusters Score -493709.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -493709.906250 Penalty: 2496.199707
	Iteration 36Q: 3 clusters Score -493709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -493712.531250 Penalty: 2496.199707
	Iteration 37Q: 3 clusters Score -493712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -493716.531250 Penalty: 2496.199707
	Iteration 38Q: 3 clusters Score -493716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -493718.250000 Penalty: 2496.199707
	Iteration 39Q: 3 clusters Score -493718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -493721.625000 Penalty: 2496.199707
	Iteration 40F: 3 clusters Score -493721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -493723.468750 Penalty: 2496.199707
	Iteration 41Q: 3 clusters Score -493723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -493724.937500 Penalty: 2496.199707
	Iteration 42Q: 3 clusters Score -493724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -493727.281250 Penalty: 2496.199707
	Iteration 43Q: 3 clusters Score -493727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -493729.187500 Penalty: 2496.199707
	Iteration 44Q: 3 clusters Score -493729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -493731.375000 Penalty: 2496.199707
	Iteration 45Q: 3 clusters Score -493731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -493734.281250 Penalty: 2496.199707
	Iteration 46Q: 3 clusters Score -493734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -493737.187500 Penalty: 2496.199707
	Iteration 47Q: 3 clusters Score -493737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -493740.656250 Penalty: 2496.199707
	Iteration 48Q: 3 clusters Score -493740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -493745.218750 Penalty: 2496.199707
	Iteration 49Q: 3 clusters Score -493745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -493748.093750 Penalty: 2496.199707
	Iteration 50Q: 3 clusters Score -493748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -493749.250000 Penalty: 2496.199707
	Iteration 51Q: 3 clusters Score -493749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -493752.343750 Penalty: 2496.199707
	Iteration 52Q: 3 clusters Score -493752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -493755.906250 Penalty: 2496.199707
	Iteration 53Q: 3 clusters Score -493755.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -493758.031250 Penalty: 2496.199707
	Iteration 54Q: 3 clusters Score -493758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -493761.093750 Penalty: 2496.199707
	Iteration 55Q: 3 clusters Score -493761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -493763.875000 Penalty: 2496.199707
	Iteration 56Q: 3 clusters Score -493763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -493767.906250 Penalty: 2496.199707
	Iteration 57Q: 3 clusters Score -493767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -493770.031250 Penalty: 2496.199707
	Iteration 58Q: 3 clusters Score -493770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -493774.406250 Penalty: 2496.199707
	Iteration 59Q: 3 clusters Score -493774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -493777.093750 Penalty: 2496.199707
	Iteration 60F: 3 clusters Score -493777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -493778.625000 Penalty: 2496.199707
	Iteration 61Q: 3 clusters Score -493778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -493782.125000 Penalty: 2496.199707
	Iteration 62Q: 3 clusters Score -493782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -493786.187500 Penalty: 2496.199707
	Iteration 63Q: 3 clusters Score -493786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -493789.187500 Penalty: 2496.199707
	Iteration 64Q: 3 clusters Score -493789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -493791.093750 Penalty: 2496.199707
	Iteration 65Q: 3 clusters Score -493791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -493792.093750 Penalty: 2496.199707
	Iteration 66Q: 3 clusters Score -493792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -493792.937500 Penalty: 2496.199707
	Iteration 67Q: 3 clusters Score -493792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -493792.937500 Penalty: 2496.199707
	Iteration 68F: 3 clusters Score -493792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -44943.683594 Penalty: 934.801270
	Iteration 0F: 2 clusters Score -44943.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44026.148438 Penalty: 1869.602539
	Iteration 0F: 3 clusters Score -44026.15 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44272.027344 Penalty: 1869.602539
	Iteration 1F: 3 clusters Score -44272.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44370.496094 Penalty: 1869.602539
	Iteration 2F: 3 clusters Score -44370.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44428.886719 Penalty: 1869.602539
	Iteration 3Q: 3 clusters Score -44428.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44494.542969 Penalty: 1869.602539
	Iteration 4Q: 3 clusters Score -44494.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44538.187500 Penalty: 1869.602539
	Iteration 5Q: 3 clusters Score -44538.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44578.820312 Penalty: 1869.602539
	Iteration 6Q: 3 clusters Score -44578.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44597.246094 Penalty: 1869.602539
	Iteration 7Q: 3 clusters Score -44597.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44612.011719 Penalty: 1869.602539
	Iteration 8Q: 3 clusters Score -44612.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44631.937500 Penalty: 1869.602539
	Iteration 9Q: 3 clusters Score -44631.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44653.156250 Penalty: 1869.602539
	Iteration 10Q: 3 clusters Score -44653.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44681.960938 Penalty: 1869.602539
	Iteration 11Q: 3 clusters Score -44681.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44691.359375 Penalty: 1869.602539
	Iteration 12Q: 3 clusters Score -44691.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44694.816406 Penalty: 1869.602539
	Iteration 13Q: 3 clusters Score -44694.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44698.175781 Penalty: 1869.602539
	Iteration 14Q: 3 clusters Score -44698.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44702.613281 Penalty: 1869.602539
	Iteration 15Q: 3 clusters Score -44702.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44703.894531 Penalty: 1869.602539
	Iteration 16Q: 3 clusters Score -44703.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44703.894531 Penalty: 1869.602539
	Iteration 17F: 3 clusters Score -44703.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (56181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Entering Unmasked Estep 
Score: -6283112.000000 Penalty: 1627.326538
	Iteration 0F: 2 clusters Score -6283112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -6246798.000000 Penalty: 3254.653076
	Iteration 0F: 3 clusters Score -6246798 nChanged 25949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6261544.000000 Penalty: 3254.653076
	Iteration 1F: 3 clusters Score -6261544 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6262864.500000 Penalty: 3254.653076
	Iteration 2F: 3 clusters Score -6262864 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -6264429.500000 Penalty: 3254.653076
	Iteration 3F: 3 clusters Score -6264430 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -6266343.000000 Penalty: 3254.653076
	Iteration 4F: 3 clusters Score -6266343 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -6268696.500000 Penalty: 3254.653076
	Iteration 5F: 3 clusters Score -6268696 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6271276.000000 Penalty: 3254.653076
	Iteration 6F: 3 clusters Score -6271276 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -6273701.000000 Penalty: 3254.653076
	Iteration 7F: 3 clusters Score -6273701 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -6275665.000000 Penalty: 3254.653076
	Iteration 8Q: 3 clusters Score -6275665 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -6276926.000000 Penalty: 3254.653076
	Iteration 9Q: 3 clusters Score -6276926 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -6277696.500000 Penalty: 3254.653076
	Iteration 10Q: 3 clusters Score -6277696 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -6278278.000000 Penalty: 3254.653076
	Iteration 11Q: 3 clusters Score -6278278 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6278678.500000 Penalty: 3254.653076
	Iteration 12Q: 3 clusters Score -6278678 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -6278990.000000 Penalty: 3254.653076
	Iteration 13Q: 3 clusters Score -6278990 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -6279266.500000 Penalty: 3254.653076
	Iteration 14Q: 3 clusters Score -6279266 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -6279501.000000 Penalty: 3254.653076
	Iteration 15Q: 3 clusters Score -6279501 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -6279775.000000 Penalty: 3254.653076
	Iteration 16Q: 3 clusters Score -6279775 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -6280035.500000 Penalty: 3254.653076
	Iteration 17Q: 3 clusters Score -6280036 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -6280229.500000 Penalty: 3254.653076
	Iteration 18Q: 3 clusters Score -6280230 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -6280385.500000 Penalty: 3254.653076
	Iteration 19Q: 3 clusters Score -6280386 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -6280631.500000 Penalty: 3254.653076
	Iteration 20F: 3 clusters Score -6280632 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -6280827.500000 Penalty: 3254.653076
	Iteration 21Q: 3 clusters Score -6280828 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6281000.500000 Penalty: 3254.653076
	Iteration 22Q: 3 clusters Score -6281000 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -6281137.000000 Penalty: 3254.653076
	Iteration 23Q: 3 clusters Score -6281137 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6281227.000000 Penalty: 3254.653076
	Iteration 24Q: 3 clusters Score -6281227 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6281328.000000 Penalty: 3254.653076
	Iteration 25Q: 3 clusters Score -6281328 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -6281377.500000 Penalty: 3254.653076
	Iteration 26Q: 3 clusters Score -6281378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6281439.500000 Penalty: 3254.653076
	Iteration 27Q: 3 clusters Score -6281440 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -6281499.000000 Penalty: 3254.653076
	Iteration 28Q: 3 clusters Score -6281499 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6281540.500000 Penalty: 3254.653076
	Iteration 29Q: 3 clusters Score -6281540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6281579.500000 Penalty: 3254.653076
	Iteration 30Q: 3 clusters Score -6281580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6281588.500000 Penalty: 3254.653076
	Iteration 31Q: 3 clusters Score -6281588 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6281638.000000 Penalty: 3254.653076
	Iteration 32Q: 3 clusters Score -6281638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -6281645.500000 Penalty: 3254.653076
	Iteration 33Q: 3 clusters Score -6281646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6281668.500000 Penalty: 3254.653076
	Iteration 34Q: 3 clusters Score -6281668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6281704.000000 Penalty: 3254.653076
	Iteration 35Q: 3 clusters Score -6281704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6281731.500000 Penalty: 3254.653076
	Iteration 36Q: 3 clusters Score -6281732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -6281777.500000 Penalty: 3254.653076
	Iteration 37Q: 3 clusters Score -6281778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6281789.000000 Penalty: 3254.653076
	Iteration 38Q: 3 clusters Score -6281789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6281805.500000 Penalty: 3254.653076
	Iteration 39Q: 3 clusters Score -6281806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -6281800.500000 Penalty: 3254.653076
	Iteration 40F: 3 clusters Score -6281800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6281800.500000 Penalty: 3254.653076
	Iteration 41Q: 3 clusters Score -6281800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6281799.000000 Penalty: 3254.653076
	Iteration 42Q: 3 clusters Score -6281799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6281806.500000 Penalty: 3254.653076
	Iteration 43Q: 3 clusters Score -6281806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6281827.000000 Penalty: 3254.653076
	Iteration 44Q: 3 clusters Score -6281827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6281839.000000 Penalty: 3254.653076
	Iteration 45Q: 3 clusters Score -6281839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6281851.000000 Penalty: 3254.653076
	Iteration 46Q: 3 clusters Score -6281851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6281867.500000 Penalty: 3254.653076
	Iteration 47Q: 3 clusters Score -6281868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6281880.500000 Penalty: 3254.653076
	Iteration 48Q: 3 clusters Score -6281880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6281894.500000 Penalty: 3254.653076
	Iteration 49Q: 3 clusters Score -6281894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6281923.500000 Penalty: 3254.653076
	Iteration 50Q: 3 clusters Score -6281924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6281923.000000 Penalty: 3254.653076
	Iteration 51Q: 3 clusters Score -6281923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6281935.500000 Penalty: 3254.653076
	Iteration 52Q: 3 clusters Score -6281936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6281958.500000 Penalty: 3254.653076
	Iteration 53Q: 3 clusters Score -6281958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6281960.000000 Penalty: 3254.653076
	Iteration 54Q: 3 clusters Score -6281960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6281979.000000 Penalty: 3254.653076
	Iteration 55Q: 3 clusters Score -6281979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6281976.000000 Penalty: 3254.653076
	Iteration 56Q: 3 clusters Score -6281976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6281974.500000 Penalty: 3254.653076
	Iteration 57Q: 3 clusters Score -6281974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6281973.500000 Penalty: 3254.653076
	Iteration 58Q: 3 clusters Score -6281974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6281966.000000 Penalty: 3254.653076
	Iteration 59Q: 3 clusters Score -6281966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6281988.000000 Penalty: 3254.653076
	Iteration 60F: 3 clusters Score -6281988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6281977.000000 Penalty: 3254.653076
	Iteration 61Q: 3 clusters Score -6281977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6281979.500000 Penalty: 3254.653076
	Iteration 62Q: 3 clusters Score -6281980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6282002.500000 Penalty: 3254.653076
	Iteration 63Q: 3 clusters Score -6282002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6282000.500000 Penalty: 3254.653076
	Iteration 64Q: 3 clusters Score -6282000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6282003.000000 Penalty: 3254.653076
	Iteration 65Q: 3 clusters Score -6282003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6282002.500000 Penalty: 3254.653076
	Iteration 66Q: 3 clusters Score -6282002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6282003.500000 Penalty: 3254.653076
	Iteration 67Q: 3 clusters Score -6282004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6282023.000000 Penalty: 3254.653076
	Iteration 68Q: 3 clusters Score -6282023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6282019.000000 Penalty: 3254.653076
	Iteration 69Q: 3 clusters Score -6282019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6282038.500000 Penalty: 3254.653076
	Iteration 70Q: 3 clusters Score -6282038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6282051.000000 Penalty: 3254.653076
	Iteration 71Q: 3 clusters Score -6282051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6282041.500000 Penalty: 3254.653076
	Iteration 72Q: 3 clusters Score -6282042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6282047.000000 Penalty: 3254.653076
	Iteration 73Q: 3 clusters Score -6282047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6282046.500000 Penalty: 3254.653076
	Iteration 74Q: 3 clusters Score -6282046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6282047.000000 Penalty: 3254.653076
	Iteration 75Q: 3 clusters Score -6282047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6282051.500000 Penalty: 3254.653076
	Iteration 76Q: 3 clusters Score -6282052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6282056.000000 Penalty: 3254.653076
	Iteration 77Q: 3 clusters Score -6282056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6282056.000000 Penalty: 3254.653076
	Iteration 78Q: 3 clusters Score -6282056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6282051.500000 Penalty: 3254.653076
	Iteration 79Q: 3 clusters Score -6282052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6282059.000000 Penalty: 3254.653076
	Iteration 80F: 3 clusters Score -6282059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6282064.500000 Penalty: 3254.653076
	Iteration 81Q: 3 clusters Score -6282064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6282066.500000 Penalty: 3254.653076
	Iteration 82Q: 3 clusters Score -6282066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6282067.500000 Penalty: 3254.653076
	Iteration 83Q: 3 clusters Score -6282068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6282072.500000 Penalty: 3254.653076
	Iteration 84Q: 3 clusters Score -6282072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6282079.500000 Penalty: 3254.653076
	Iteration 85Q: 3 clusters Score -6282080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6282092.500000 Penalty: 3254.653076
	Iteration 86Q: 3 clusters Score -6282092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6282080.500000 Penalty: 3254.653076
	Iteration 87Q: 3 clusters Score -6282080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6282097.000000 Penalty: 3254.653076
	Iteration 88Q: 3 clusters Score -6282097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6282104.500000 Penalty: 3254.653076
	Iteration 89Q: 3 clusters Score -6282104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6282090.500000 Penalty: 3254.653076
	Iteration 90Q: 3 clusters Score -6282090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6282095.000000 Penalty: 3254.653076
	Iteration 91Q: 3 clusters Score -6282095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6282105.000000 Penalty: 3254.653076
	Iteration 92Q: 3 clusters Score -6282105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6282110.500000 Penalty: 3254.653076
	Iteration 93Q: 3 clusters Score -6282110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6282115.000000 Penalty: 3254.653076
	Iteration 94Q: 3 clusters Score -6282115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6282118.000000 Penalty: 3254.653076
	Iteration 95Q: 3 clusters Score -6282118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6282121.500000 Penalty: 3254.653076
	Iteration 96Q: 3 clusters Score -6282122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6282121.000000 Penalty: 3254.653076
	Iteration 97Q: 3 clusters Score -6282121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6282130.500000 Penalty: 3254.653076
	Iteration 98Q: 3 clusters Score -6282130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6282127.500000 Penalty: 3254.653076
	Iteration 99Q: 3 clusters Score -6282128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6282120.000000 Penalty: 3254.653076
	Iteration 100F: 3 clusters Score -6282120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6282115.500000 Penalty: 3254.653076
	Iteration 101Q: 3 clusters Score -6282116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6282119.500000 Penalty: 3254.653076
	Iteration 102Q: 3 clusters Score -6282120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6282118.000000 Penalty: 3254.653076
	Iteration 103Q: 3 clusters Score -6282118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6282122.500000 Penalty: 3254.653076
	Iteration 104Q: 3 clusters Score -6282122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6282119.000000 Penalty: 3254.653076
	Iteration 105Q: 3 clusters Score -6282119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6282119.000000 Penalty: 3254.653076
	Iteration 106F: 3 clusters Score -6282119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -266358.625000 Penalty: 1180.495605
	Iteration 0F: 2 clusters Score -266358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -264002.531250 Penalty: 2360.991211
	Iteration 0F: 3 clusters Score -264002.5 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -264732.906250 Penalty: 2360.991211
	Iteration 1F: 3 clusters Score -264732.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -265014.500000 Penalty: 2360.991211
	Iteration 2F: 3 clusters Score -265014.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -265208.250000 Penalty: 2360.991211
	Iteration 3F: 3 clusters Score -265208.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -265371.781250 Penalty: 2360.991211
	Iteration 4F: 3 clusters Score -265371.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -265527.687500 Penalty: 2360.991211
	Iteration 5F: 3 clusters Score -265527.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -265657.562500 Penalty: 2360.991211
	Iteration 6Q: 3 clusters Score -265657.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -265760.375000 Penalty: 2360.991211
	Iteration 7Q: 3 clusters Score -265760.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -265836.468750 Penalty: 2360.991211
	Iteration 8Q: 3 clusters Score -265836.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -265888.593750 Penalty: 2360.991211
	Iteration 9Q: 3 clusters Score -265888.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -265933.843750 Penalty: 2360.991211
	Iteration 10Q: 3 clusters Score -265933.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -265966.937500 Penalty: 2360.991211
	Iteration 11Q: 3 clusters Score -265966.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -265992.187500 Penalty: 2360.991211
	Iteration 12Q: 3 clusters Score -265992.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -266024.468750 Penalty: 2360.991211
	Iteration 13Q: 3 clusters Score -266024.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -266044.937500 Penalty: 2360.991211
	Iteration 14Q: 3 clusters Score -266044.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -266059.000000 Penalty: 2360.991211
	Iteration 15Q: 3 clusters Score -266059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -266069.562500 Penalty: 2360.991211
	Iteration 16Q: 3 clusters Score -266069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -266081.062500 Penalty: 2360.991211
	Iteration 17Q: 3 clusters Score -266081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -266088.812500 Penalty: 2360.991211
	Iteration 18Q: 3 clusters Score -266088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -266098.000000 Penalty: 2360.991211
	Iteration 19Q: 3 clusters Score -266098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -266104.750000 Penalty: 2360.991211
	Iteration 20F: 3 clusters Score -266104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266113.656250 Penalty: 2360.991211
	Iteration 21Q: 3 clusters Score -266113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -266121.406250 Penalty: 2360.991211
	Iteration 22Q: 3 clusters Score -266121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -266128.906250 Penalty: 2360.991211
	Iteration 23Q: 3 clusters Score -266128.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -266138.875000 Penalty: 2360.991211
	Iteration 24Q: 3 clusters Score -266138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -266145.687500 Penalty: 2360.991211
	Iteration 25Q: 3 clusters Score -266145.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266149.281250 Penalty: 2360.991211
	Iteration 26Q: 3 clusters Score -266149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -266150.687500 Penalty: 2360.991211
	Iteration 27Q: 3 clusters Score -266150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -266150.593750 Penalty: 2360.991211
	Iteration 28Q: 3 clusters Score -266150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266152.312500 Penalty: 2360.991211
	Iteration 29Q: 3 clusters Score -266152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -266152.531250 Penalty: 2360.991211
	Iteration 30Q: 3 clusters Score -266152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266152.843750 Penalty: 2360.991211
	Iteration 31Q: 3 clusters Score -266152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -266153.031250 Penalty: 2360.991211
	Iteration 32Q: 3 clusters Score -266153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -266153.625000 Penalty: 2360.991211
	Iteration 33Q: 3 clusters Score -266153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -266153.625000 Penalty: 2360.991211
	Iteration 34F: 3 clusters Score -266153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -388773.093750 Penalty: 1217.980225
	Iteration 0F: 2 clusters Score -388773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -385957.343750 Penalty: 2435.960449
	Iteration 0F: 3 clusters Score -385957.3 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -386738.437500 Penalty: 2435.960449
	Iteration 1F: 3 clusters Score -386738.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -386901.906250 Penalty: 2435.960449
	Iteration 2F: 3 clusters Score -386901.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -387012.125000 Penalty: 2435.960449
	Iteration 3Q: 3 clusters Score -387012.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -387096.031250 Penalty: 2435.960449
	Iteration 4Q: 3 clusters Score -387096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -387168.875000 Penalty: 2435.960449
	Iteration 5Q: 3 clusters Score -387168.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -387225.437500 Penalty: 2435.960449
	Iteration 6Q: 3 clusters Score -387225.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -387271.031250 Penalty: 2435.960449
	Iteration 7Q: 3 clusters Score -387271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -387312.468750 Penalty: 2435.960449
	Iteration 8Q: 3 clusters Score -387312.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -387345.125000 Penalty: 2435.960449
	Iteration 9Q: 3 clusters Score -387345.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -387376.875000 Penalty: 2435.960449
	Iteration 10Q: 3 clusters Score -387376.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -387411.968750 Penalty: 2435.960449
	Iteration 11Q: 3 clusters Score -387412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -387449.218750 Penalty: 2435.960449
	Iteration 12Q: 3 clusters Score -387449.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -387477.562500 Penalty: 2435.960449
	Iteration 13Q: 3 clusters Score -387477.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -387505.156250 Penalty: 2435.960449
	Iteration 14Q: 3 clusters Score -387505.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -387536.250000 Penalty: 2435.960449
	Iteration 15Q: 3 clusters Score -387536.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -387571.656250 Penalty: 2435.960449
	Iteration 16Q: 3 clusters Score -387571.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -387593.593750 Penalty: 2435.960449
	Iteration 17Q: 3 clusters Score -387593.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -387610.406250 Penalty: 2435.960449
	Iteration 18Q: 3 clusters Score -387610.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -387628.781250 Penalty: 2435.960449
	Iteration 19Q: 3 clusters Score -387628.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -387646.375000 Penalty: 2435.960449
	Iteration 20F: 3 clusters Score -387646.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -387660.968750 Penalty: 2435.960449
	Iteration 21Q: 3 clusters Score -387661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -387673.500000 Penalty: 2435.960449
	Iteration 22Q: 3 clusters Score -387673.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -387685.093750 Penalty: 2435.960449
	Iteration 23Q: 3 clusters Score -387685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -387696.562500 Penalty: 2435.960449
	Iteration 24Q: 3 clusters Score -387696.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -387717.531250 Penalty: 2435.960449
	Iteration 25Q: 3 clusters Score -387717.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -387737.468750 Penalty: 2435.960449
	Iteration 26Q: 3 clusters Score -387737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -387761.718750 Penalty: 2435.960449
	Iteration 27Q: 3 clusters Score -387761.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -387784.687500 Penalty: 2435.960449
	Iteration 28Q: 3 clusters Score -387784.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -387808.843750 Penalty: 2435.960449
	Iteration 29Q: 3 clusters Score -387808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -387827.500000 Penalty: 2435.960449
	Iteration 30Q: 3 clusters Score -387827.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -387845.656250 Penalty: 2435.960449
	Iteration 31Q: 3 clusters Score -387845.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -387860.562500 Penalty: 2435.960449
	Iteration 32Q: 3 clusters Score -387860.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -387871.750000 Penalty: 2435.960449
	Iteration 33Q: 3 clusters Score -387871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -387880.937500 Penalty: 2435.960449
	Iteration 34Q: 3 clusters Score -387880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -387890.000000 Penalty: 2435.960449
	Iteration 35Q: 3 clusters Score -387890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -387902.468750 Penalty: 2435.960449
	Iteration 36Q: 3 clusters Score -387902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -387910.406250 Penalty: 2435.960449
	Iteration 37Q: 3 clusters Score -387910.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -387918.406250 Penalty: 2435.960449
	Iteration 38Q: 3 clusters Score -387918.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -387925.906250 Penalty: 2435.960449
	Iteration 39Q: 3 clusters Score -387925.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -387930.250000 Penalty: 2435.960449
	Iteration 40F: 3 clusters Score -387930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -387931.531250 Penalty: 2435.960449
	Iteration 41Q: 3 clusters Score -387931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -387932.593750 Penalty: 2435.960449
	Iteration 42Q: 3 clusters Score -387932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -387934.531250 Penalty: 2435.960449
	Iteration 43Q: 3 clusters Score -387934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -387934.687500 Penalty: 2435.960449
	Iteration 44Q: 3 clusters Score -387934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -387936.406250 Penalty: 2435.960449
	Iteration 45Q: 3 clusters Score -387936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -387938.468750 Penalty: 2435.960449
	Iteration 46Q: 3 clusters Score -387938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -387939.593750 Penalty: 2435.960449
	Iteration 47Q: 3 clusters Score -387939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -387940.312500 Penalty: 2435.960449
	Iteration 48Q: 3 clusters Score -387940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -387942.093750 Penalty: 2435.960449
	Iteration 49Q: 3 clusters Score -387942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -387943.500000 Penalty: 2435.960449
	Iteration 50Q: 3 clusters Score -387943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -387946.625000 Penalty: 2435.960449
	Iteration 51Q: 3 clusters Score -387946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -387948.187500 Penalty: 2435.960449
	Iteration 52Q: 3 clusters Score -387948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -387950.718750 Penalty: 2435.960449
	Iteration 53Q: 3 clusters Score -387950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -387952.031250 Penalty: 2435.960449
	Iteration 54Q: 3 clusters Score -387952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -387952.781250 Penalty: 2435.960449
	Iteration 55Q: 3 clusters Score -387952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -387952.750000 Penalty: 2435.960449
	Iteration 56Q: 3 clusters Score -387952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -387954.437500 Penalty: 2435.960449
	Iteration 57Q: 3 clusters Score -387954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -387953.875000 Penalty: 2435.960449
	Iteration 58Q: 3 clusters Score -387953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -387953.875000 Penalty: 2435.960449
	Iteration 59F: 3 clusters Score -387953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Entering Unmasked Estep 
Score: -7416801.500000 Penalty: 1645.013428
	Iteration 0F: 2 clusters Score -7416802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7375772.500000 Penalty: 3290.026855
	Iteration 0F: 3 clusters Score -7375772 nChanged 29466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -7392074.000000 Penalty: 3290.026855
	Iteration 1F: 3 clusters Score -7392074 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -7392746.000000 Penalty: 3290.026855
	Iteration 2Q: 3 clusters Score -7392746 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7393415.000000 Penalty: 3290.026855
	Iteration 3Q: 3 clusters Score -7393415 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7394252.500000 Penalty: 3290.026855
	Iteration 4Q: 3 clusters Score -7394252 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -7395201.500000 Penalty: 3290.026855
	Iteration 5Q: 3 clusters Score -7395202 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -7396237.500000 Penalty: 3290.026855
	Iteration 6Q: 3 clusters Score -7396238 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7397372.500000 Penalty: 3290.026855
	Iteration 7Q: 3 clusters Score -7397372 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7398364.500000 Penalty: 3290.026855
	Iteration 8Q: 3 clusters Score -7398364 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -7399360.000000 Penalty: 3290.026855
	Iteration 9Q: 3 clusters Score -7399360 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7400377.000000 Penalty: 3290.026855
	Iteration 10Q: 3 clusters Score -7400377 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -7401495.000000 Penalty: 3290.026855
	Iteration 11Q: 3 clusters Score -7401495 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -7402844.500000 Penalty: 3290.026855
	Iteration 12Q: 3 clusters Score -7402844 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -7404363.000000 Penalty: 3290.026855
	Iteration 13Q: 3 clusters Score -7404363 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -7406199.500000 Penalty: 3290.026855
	Iteration 14Q: 3 clusters Score -7406200 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -7408181.500000 Penalty: 3290.026855
	Iteration 15Q: 3 clusters Score -7408182 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -7410188.500000 Penalty: 3290.026855
	Iteration 16Q: 3 clusters Score -7410188 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -7412028.500000 Penalty: 3290.026855
	Iteration 17Q: 3 clusters Score -7412028 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7413448.500000 Penalty: 3290.026855
	Iteration 18Q: 3 clusters Score -7413448 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -7414312.000000 Penalty: 3290.026855
	Iteration 19Q: 3 clusters Score -7414312 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -7414784.000000 Penalty: 3290.026855
	Iteration 20F: 3 clusters Score -7414784 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -7415062.500000 Penalty: 3290.026855
	Iteration 21Q: 3 clusters Score -7415062 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -7415229.500000 Penalty: 3290.026855
	Iteration 22Q: 3 clusters Score -7415230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -7415329.500000 Penalty: 3290.026855
	Iteration 23Q: 3 clusters Score -7415330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -7415363.000000 Penalty: 3290.026855
	Iteration 24Q: 3 clusters Score -7415363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -7415397.500000 Penalty: 3290.026855
	Iteration 25Q: 3 clusters Score -7415398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -7415421.000000 Penalty: 3290.026855
	Iteration 26Q: 3 clusters Score -7415421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -7415438.000000 Penalty: 3290.026855
	Iteration 27Q: 3 clusters Score -7415438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -7415448.000000 Penalty: 3290.026855
	Iteration 28Q: 3 clusters Score -7415448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -7415450.500000 Penalty: 3290.026855
	Iteration 29Q: 3 clusters Score -7415450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -7415464.500000 Penalty: 3290.026855
	Iteration 30Q: 3 clusters Score -7415464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -7415464.500000 Penalty: 3290.026855
	Iteration 31Q: 3 clusters Score -7415464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7415465.500000 Penalty: 3290.026855
	Iteration 32Q: 3 clusters Score -7415466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7415465.500000 Penalty: 3290.026855
	Iteration 33F: 3 clusters Score -7415466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Entering Unmasked Estep 
Score: -1162520.375000 Penalty: 1368.672241
	Iteration 0F: 2 clusters Score -1162520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1155923.250000 Penalty: 2737.344482
	Iteration 0F: 3 clusters Score -1155923 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1158132.500000 Penalty: 2737.344482
	Iteration 1F: 3 clusters Score -1158132 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1158413.750000 Penalty: 2737.344482
	Iteration 2F: 3 clusters Score -1158414 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1158595.125000 Penalty: 2737.344482
	Iteration 3Q: 3 clusters Score -1158595 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1158710.375000 Penalty: 2737.344482
	Iteration 4Q: 3 clusters Score -1158710 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1158815.250000 Penalty: 2737.344482
	Iteration 5Q: 3 clusters Score -1158815 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1158894.125000 Penalty: 2737.344482
	Iteration 6Q: 3 clusters Score -1158894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1158957.750000 Penalty: 2737.344482
	Iteration 7Q: 3 clusters Score -1158958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1159005.125000 Penalty: 2737.344482
	Iteration 8Q: 3 clusters Score -1159005 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1159048.250000 Penalty: 2737.344482
	Iteration 9Q: 3 clusters Score -1159048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1159089.250000 Penalty: 2737.344482
	Iteration 10Q: 3 clusters Score -1159089 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1159131.750000 Penalty: 2737.344482
	Iteration 11Q: 3 clusters Score -1159132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1159175.250000 Penalty: 2737.344482
	Iteration 12Q: 3 clusters Score -1159175 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1159211.625000 Penalty: 2737.344482
	Iteration 13Q: 3 clusters Score -1159212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1159244.375000 Penalty: 2737.344482
	Iteration 14Q: 3 clusters Score -1159244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1159283.000000 Penalty: 2737.344482
	Iteration 15Q: 3 clusters Score -1159283 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1159329.625000 Penalty: 2737.344482
	Iteration 16Q: 3 clusters Score -1159330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1159377.750000 Penalty: 2737.344482
	Iteration 17Q: 3 clusters Score -1159378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1159424.000000 Penalty: 2737.344482
	Iteration 18Q: 3 clusters Score -1159424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1159465.875000 Penalty: 2737.344482
	Iteration 19Q: 3 clusters Score -1159466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1159505.875000 Penalty: 2737.344482
	Iteration 20F: 3 clusters Score -1159506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1159559.625000 Penalty: 2737.344482
	Iteration 21Q: 3 clusters Score -1159560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1159610.500000 Penalty: 2737.344482
	Iteration 22Q: 3 clusters Score -1159610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1159655.875000 Penalty: 2737.344482
	Iteration 23Q: 3 clusters Score -1159656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1159698.125000 Penalty: 2737.344482
	Iteration 24Q: 3 clusters Score -1159698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1159765.875000 Penalty: 2737.344482
	Iteration 25Q: 3 clusters Score -1159766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1159836.750000 Penalty: 2737.344482
	Iteration 26Q: 3 clusters Score -1159837 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1159921.375000 Penalty: 2737.344482
	Iteration 27Q: 3 clusters Score -1159921 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1160001.000000 Penalty: 2737.344482
	Iteration 28Q: 3 clusters Score -1160001 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1160083.500000 Penalty: 2737.344482
	Iteration 29Q: 3 clusters Score -1160084 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1160176.250000 Penalty: 2737.344482
	Iteration 30Q: 3 clusters Score -1160176 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1160275.000000 Penalty: 2737.344482
	Iteration 31Q: 3 clusters Score -1160275 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1160398.000000 Penalty: 2737.344482
	Iteration 32Q: 3 clusters Score -1160398 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1160542.750000 Penalty: 2737.344482
	Iteration 33Q: 3 clusters Score -1160543 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1160685.625000 Penalty: 2737.344482
	Iteration 34Q: 3 clusters Score -1160686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1160822.500000 Penalty: 2737.344482
	Iteration 35Q: 3 clusters Score -1160822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1160914.000000 Penalty: 2737.344482
	Iteration 36Q: 3 clusters Score -1160914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1160982.875000 Penalty: 2737.344482
	Iteration 37Q: 3 clusters Score -1160983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1161035.500000 Penalty: 2737.344482
	Iteration 38Q: 3 clusters Score -1161036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1161075.250000 Penalty: 2737.344482
	Iteration 39Q: 3 clusters Score -1161075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1161113.625000 Penalty: 2737.344482
	Iteration 40F: 3 clusters Score -1161114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1161138.750000 Penalty: 2737.344482
	Iteration 41Q: 3 clusters Score -1161139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1161165.125000 Penalty: 2737.344482
	Iteration 42Q: 3 clusters Score -1161165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1161188.375000 Penalty: 2737.344482
	Iteration 43Q: 3 clusters Score -1161188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1161215.000000 Penalty: 2737.344482
	Iteration 44Q: 3 clusters Score -1161215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1161223.625000 Penalty: 2737.344482
	Iteration 45Q: 3 clusters Score -1161224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1161230.750000 Penalty: 2737.344482
	Iteration 46Q: 3 clusters Score -1161231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1161239.875000 Penalty: 2737.344482
	Iteration 47Q: 3 clusters Score -1161240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1161247.125000 Penalty: 2737.344482
	Iteration 48Q: 3 clusters Score -1161247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1161255.375000 Penalty: 2737.344482
	Iteration 49Q: 3 clusters Score -1161255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1161263.375000 Penalty: 2737.344482
	Iteration 50Q: 3 clusters Score -1161263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1161269.375000 Penalty: 2737.344482
	Iteration 51Q: 3 clusters Score -1161269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1161280.250000 Penalty: 2737.344482
	Iteration 52Q: 3 clusters Score -1161280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1161288.125000 Penalty: 2737.344482
	Iteration 53Q: 3 clusters Score -1161288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1161294.125000 Penalty: 2737.344482
	Iteration 54Q: 3 clusters Score -1161294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1161302.875000 Penalty: 2737.344482
	Iteration 55Q: 3 clusters Score -1161303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1161310.500000 Penalty: 2737.344482
	Iteration 56Q: 3 clusters Score -1161310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1161324.000000 Penalty: 2737.344482
	Iteration 57Q: 3 clusters Score -1161324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1161333.625000 Penalty: 2737.344482
	Iteration 58Q: 3 clusters Score -1161334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1161339.125000 Penalty: 2737.344482
	Iteration 59Q: 3 clusters Score -1161339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1161345.750000 Penalty: 2737.344482
	Iteration 60F: 3 clusters Score -1161346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1161354.750000 Penalty: 2737.344482
	Iteration 61Q: 3 clusters Score -1161355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1161359.375000 Penalty: 2737.344482
	Iteration 62Q: 3 clusters Score -1161359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1161361.375000 Penalty: 2737.344482
	Iteration 63Q: 3 clusters Score -1161361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1161366.500000 Penalty: 2737.344482
	Iteration 64Q: 3 clusters Score -1161366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1161371.500000 Penalty: 2737.344482
	Iteration 65Q: 3 clusters Score -1161372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1161378.375000 Penalty: 2737.344482
	Iteration 66Q: 3 clusters Score -1161378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1161384.500000 Penalty: 2737.344482
	Iteration 67Q: 3 clusters Score -1161384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1161387.250000 Penalty: 2737.344482
	Iteration 68Q: 3 clusters Score -1161387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1161395.250000 Penalty: 2737.344482
	Iteration 69Q: 3 clusters Score -1161395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1161396.125000 Penalty: 2737.344482
	Iteration 70Q: 3 clusters Score -1161396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1161400.500000 Penalty: 2737.344482
	Iteration 71Q: 3 clusters Score -1161400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1161404.500000 Penalty: 2737.344482
	Iteration 72Q: 3 clusters Score -1161404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1161406.500000 Penalty: 2737.344482
	Iteration 73Q: 3 clusters Score -1161406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1161405.875000 Penalty: 2737.344482
	Iteration 74Q: 3 clusters Score -1161406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1161407.875000 Penalty: 2737.344482
	Iteration 75Q: 3 clusters Score -1161408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1161413.375000 Penalty: 2737.344482
	Iteration 76Q: 3 clusters Score -1161413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1161415.625000 Penalty: 2737.344482
	Iteration 77Q: 3 clusters Score -1161416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1161415.625000 Penalty: 2737.344482
	Iteration 78F: 3 clusters Score -1161416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (64408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Entering Unmasked Estep 
Score: -7358144.000000 Penalty: 1647.661377
	Iteration 0F: 2 clusters Score -7358144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -7316183.500000 Penalty: 3295.322754
	Iteration 0F: 3 clusters Score -7316184 nChanged 30015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -7333184.500000 Penalty: 3295.322754
	Iteration 1F: 3 clusters Score -7333184 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7334048.000000 Penalty: 3295.322754
	Iteration 2Q: 3 clusters Score -7334048 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -7334914.500000 Penalty: 3295.322754
	Iteration 3Q: 3 clusters Score -7334914 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7336035.000000 Penalty: 3295.322754
	Iteration 4Q: 3 clusters Score -7336035 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -7337246.500000 Penalty: 3295.322754
	Iteration 5Q: 3 clusters Score -7337246 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -7338700.000000 Penalty: 3295.322754
	Iteration 6Q: 3 clusters Score -7338700 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -7340506.500000 Penalty: 3295.322754
	Iteration 7F: 3 clusters Score -7340506 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7342516.500000 Penalty: 3295.322754
	Iteration 8F: 3 clusters Score -7342516 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -7344681.000000 Penalty: 3295.322754
	Iteration 9F: 3 clusters Score -7344681 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -7346922.500000 Penalty: 3295.322754
	Iteration 10F: 3 clusters Score -7346922 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -7348766.500000 Penalty: 3295.322754
	Iteration 11Q: 3 clusters Score -7348766 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -7350295.000000 Penalty: 3295.322754
	Iteration 12Q: 3 clusters Score -7350295 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -7351483.500000 Penalty: 3295.322754
	Iteration 13Q: 3 clusters Score -7351484 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -7352399.000000 Penalty: 3295.322754
	Iteration 14Q: 3 clusters Score -7352399 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -7353186.500000 Penalty: 3295.322754
	Iteration 15Q: 3 clusters Score -7353186 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7353873.500000 Penalty: 3295.322754
	Iteration 16Q: 3 clusters Score -7353874 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7354405.000000 Penalty: 3295.322754
	Iteration 17Q: 3 clusters Score -7354405 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7354916.000000 Penalty: 3295.322754
	Iteration 18Q: 3 clusters Score -7354916 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7355349.000000 Penalty: 3295.322754
	Iteration 19Q: 3 clusters Score -7355349 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7355661.500000 Penalty: 3295.322754
	Iteration 20F: 3 clusters Score -7355662 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7355875.500000 Penalty: 3295.322754
	Iteration 21Q: 3 clusters Score -7355876 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7356111.000000 Penalty: 3295.322754
	Iteration 22Q: 3 clusters Score -7356111 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7356255.000000 Penalty: 3295.322754
	Iteration 23Q: 3 clusters Score -7356255 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7356382.500000 Penalty: 3295.322754
	Iteration 24Q: 3 clusters Score -7356382 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7356496.000000 Penalty: 3295.322754
	Iteration 25Q: 3 clusters Score -7356496 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7356587.500000 Penalty: 3295.322754
	Iteration 26Q: 3 clusters Score -7356588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7356659.500000 Penalty: 3295.322754
	Iteration 27Q: 3 clusters Score -7356660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7356703.000000 Penalty: 3295.322754
	Iteration 28Q: 3 clusters Score -7356703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7356730.000000 Penalty: 3295.322754
	Iteration 29Q: 3 clusters Score -7356730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7356751.500000 Penalty: 3295.322754
	Iteration 30Q: 3 clusters Score -7356752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7356782.500000 Penalty: 3295.322754
	Iteration 31Q: 3 clusters Score -7356782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7356793.500000 Penalty: 3295.322754
	Iteration 32Q: 3 clusters Score -7356794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7356811.500000 Penalty: 3295.322754
	Iteration 33Q: 3 clusters Score -7356812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7356821.500000 Penalty: 3295.322754
	Iteration 34Q: 3 clusters Score -7356822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7356842.500000 Penalty: 3295.322754
	Iteration 35Q: 3 clusters Score -7356842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7356845.000000 Penalty: 3295.322754
	Iteration 36Q: 3 clusters Score -7356845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7356851.500000 Penalty: 3295.322754
	Iteration 37Q: 3 clusters Score -7356852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7356857.500000 Penalty: 3295.322754
	Iteration 38Q: 3 clusters Score -7356858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7356853.500000 Penalty: 3295.322754
	Iteration 39Q: 3 clusters Score -7356854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7356860.500000 Penalty: 3295.322754
	Iteration 40F: 3 clusters Score -7356860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7356861.000000 Penalty: 3295.322754
	Iteration 41Q: 3 clusters Score -7356861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7356861.000000 Penalty: 3295.322754
	Iteration 42Q: 3 clusters Score -7356861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7356864.000000 Penalty: 3295.322754
	Iteration 43Q: 3 clusters Score -7356864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7356862.000000 Penalty: 3295.322754
	Iteration 44Q: 3 clusters Score -7356862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7356859.000000 Penalty: 3295.322754
	Iteration 45Q: 3 clusters Score -7356859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7356863.500000 Penalty: 3295.322754
	Iteration 46Q: 3 clusters Score -7356864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7356870.000000 Penalty: 3295.322754
	Iteration 47Q: 3 clusters Score -7356870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7356865.500000 Penalty: 3295.322754
	Iteration 48Q: 3 clusters Score -7356866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7356869.000000 Penalty: 3295.322754
	Iteration 49Q: 3 clusters Score -7356869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7356868.000000 Penalty: 3295.322754
	Iteration 50Q: 3 clusters Score -7356868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7356868.000000 Penalty: 3295.322754
	Iteration 51F: 3 clusters Score -7356868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -568403.000000 Penalty: 1274.448242
	Iteration 0F: 2 clusters Score -568403 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 2590 members 
Entering Unmasked Estep 
Score: -564494.875000 Penalty: 2548.896484
	Iteration 0F: 3 clusters Score -564494.9 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -565651.187500 Penalty: 2548.896484
	Iteration 1F: 3 clusters Score -565651.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -565879.187500 Penalty: 2548.896484
	Iteration 2F: 3 clusters Score -565879.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -566035.062500 Penalty: 2548.896484
	Iteration 3F: 3 clusters Score -566035.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -566134.687500 Penalty: 2548.896484
	Iteration 4Q: 3 clusters Score -566134.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -566196.500000 Penalty: 2548.896484
	Iteration 5Q: 3 clusters Score -566196.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -566251.687500 Penalty: 2548.896484
	Iteration 6Q: 3 clusters Score -566251.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -566295.937500 Penalty: 2548.896484
	Iteration 7Q: 3 clusters Score -566295.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -566326.312500 Penalty: 2548.896484
	Iteration 8Q: 3 clusters Score -566326.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -566351.812500 Penalty: 2548.896484
	Iteration 9Q: 3 clusters Score -566351.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -566371.812500 Penalty: 2548.896484
	Iteration 10Q: 3 clusters Score -566371.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -566386.562500 Penalty: 2548.896484
	Iteration 11Q: 3 clusters Score -566386.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566403.937500 Penalty: 2548.896484
	Iteration 12Q: 3 clusters Score -566403.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -566424.437500 Penalty: 2548.896484
	Iteration 13Q: 3 clusters Score -566424.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -566444.625000 Penalty: 2548.896484
	Iteration 14Q: 3 clusters Score -566444.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -566475.312500 Penalty: 2548.896484
	Iteration 15Q: 3 clusters Score -566475.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -566509.750000 Penalty: 2548.896484
	Iteration 16Q: 3 clusters Score -566509.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -566538.125000 Penalty: 2548.896484
	Iteration 17Q: 3 clusters Score -566538.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -566559.875000 Penalty: 2548.896484
	Iteration 18Q: 3 clusters Score -566559.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -566590.312500 Penalty: 2548.896484
	Iteration 19Q: 3 clusters Score -566590.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -566629.562500 Penalty: 2548.896484
	Iteration 20F: 3 clusters Score -566629.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -566668.125000 Penalty: 2548.896484
	Iteration 21Q: 3 clusters Score -566668.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -566709.500000 Penalty: 2548.896484
	Iteration 22Q: 3 clusters Score -566709.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -566744.062500 Penalty: 2548.896484
	Iteration 23Q: 3 clusters Score -566744.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -566772.312500 Penalty: 2548.896484
	Iteration 24Q: 3 clusters Score -566772.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -566798.687500 Penalty: 2548.896484
	Iteration 25Q: 3 clusters Score -566798.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -566829.437500 Penalty: 2548.896484
	Iteration 26Q: 3 clusters Score -566829.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -566858.187500 Penalty: 2548.896484
	Iteration 27Q: 3 clusters Score -566858.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -566887.812500 Penalty: 2548.896484
	Iteration 28Q: 3 clusters Score -566887.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -566912.187500 Penalty: 2548.896484
	Iteration 29Q: 3 clusters Score -566912.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -566928.750000 Penalty: 2548.896484
	Iteration 30Q: 3 clusters Score -566928.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -566951.062500 Penalty: 2548.896484
	Iteration 31Q: 3 clusters Score -566951.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -566971.125000 Penalty: 2548.896484
	Iteration 32Q: 3 clusters Score -566971.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -566992.687500 Penalty: 2548.896484
	Iteration 33Q: 3 clusters Score -566992.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -567021.000000 Penalty: 2548.896484
	Iteration 34Q: 3 clusters Score -567021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -567045.500000 Penalty: 2548.896484
	Iteration 35Q: 3 clusters Score -567045.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -567072.062500 Penalty: 2548.896484
	Iteration 36Q: 3 clusters Score -567072.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -567101.437500 Penalty: 2548.896484
	Iteration 37Q: 3 clusters Score -567101.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -567122.187500 Penalty: 2548.896484
	Iteration 38Q: 3 clusters Score -567122.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -567138.062500 Penalty: 2548.896484
	Iteration 39Q: 3 clusters Score -567138.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -567152.437500 Penalty: 2548.896484
	Iteration 40F: 3 clusters Score -567152.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -567163.375000 Penalty: 2548.896484
	Iteration 41Q: 3 clusters Score -567163.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -567168.625000 Penalty: 2548.896484
	Iteration 42Q: 3 clusters Score -567168.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -567173.000000 Penalty: 2548.896484
	Iteration 43Q: 3 clusters Score -567173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -567180.250000 Penalty: 2548.896484
	Iteration 44Q: 3 clusters Score -567180.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -567191.625000 Penalty: 2548.896484
	Iteration 45Q: 3 clusters Score -567191.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -567207.875000 Penalty: 2548.896484
	Iteration 46Q: 3 clusters Score -567207.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -567227.187500 Penalty: 2548.896484
	Iteration 47Q: 3 clusters Score -567227.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -567251.562500 Penalty: 2548.896484
	Iteration 48Q: 3 clusters Score -567251.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -567270.500000 Penalty: 2548.896484
	Iteration 49Q: 3 clusters Score -567270.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -567288.875000 Penalty: 2548.896484
	Iteration 50Q: 3 clusters Score -567288.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -567300.500000 Penalty: 2548.896484
	Iteration 51Q: 3 clusters Score -567300.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -567305.125000 Penalty: 2548.896484
	Iteration 52Q: 3 clusters Score -567305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -567313.687500 Penalty: 2548.896484
	Iteration 53Q: 3 clusters Score -567313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -567321.687500 Penalty: 2548.896484
	Iteration 54Q: 3 clusters Score -567321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -567326.312500 Penalty: 2548.896484
	Iteration 55Q: 3 clusters Score -567326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -567327.187500 Penalty: 2548.896484
	Iteration 56Q: 3 clusters Score -567327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -567333.562500 Penalty: 2548.896484
	Iteration 57Q: 3 clusters Score -567333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -567335.312500 Penalty: 2548.896484
	Iteration 58Q: 3 clusters Score -567335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -567339.937500 Penalty: 2548.896484
	Iteration 59Q: 3 clusters Score -567339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -567343.437500 Penalty: 2548.896484
	Iteration 60F: 3 clusters Score -567343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -567344.937500 Penalty: 2548.896484
	Iteration 61Q: 3 clusters Score -567344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -567348.187500 Penalty: 2548.896484
	Iteration 62Q: 3 clusters Score -567348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -567353.562500 Penalty: 2548.896484
	Iteration 63Q: 3 clusters Score -567353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -567354.437500 Penalty: 2548.896484
	Iteration 64Q: 3 clusters Score -567354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -567356.375000 Penalty: 2548.896484
	Iteration 65Q: 3 clusters Score -567356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -567357.750000 Penalty: 2548.896484
	Iteration 66Q: 3 clusters Score -567357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -567357.937500 Penalty: 2548.896484
	Iteration 67Q: 3 clusters Score -567357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -567359.937500 Penalty: 2548.896484
	Iteration 68Q: 3 clusters Score -567359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -567363.500000 Penalty: 2548.896484
	Iteration 69Q: 3 clusters Score -567363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -567366.250000 Penalty: 2548.896484
	Iteration 70Q: 3 clusters Score -567366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -567369.250000 Penalty: 2548.896484
	Iteration 71Q: 3 clusters Score -567369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -567370.812500 Penalty: 2548.896484
	Iteration 72Q: 3 clusters Score -567370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -567374.562500 Penalty: 2548.896484
	Iteration 73Q: 3 clusters Score -567374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -567378.500000 Penalty: 2548.896484
	Iteration 74Q: 3 clusters Score -567378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -567380.500000 Penalty: 2548.896484
	Iteration 75Q: 3 clusters Score -567380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -567382.625000 Penalty: 2548.896484
	Iteration 76Q: 3 clusters Score -567382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -567385.062500 Penalty: 2548.896484
	Iteration 77Q: 3 clusters Score -567385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -567387.437500 Penalty: 2548.896484
	Iteration 78Q: 3 clusters Score -567387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -567388.937500 Penalty: 2548.896484
	Iteration 79Q: 3 clusters Score -567388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -567391.875000 Penalty: 2548.896484
	Iteration 80F: 3 clusters Score -567391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -567393.250000 Penalty: 2548.896484
	Iteration 81Q: 3 clusters Score -567393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -567394.812500 Penalty: 2548.896484
	Iteration 82Q: 3 clusters Score -567394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -567395.687500 Penalty: 2548.896484
	Iteration 83Q: 3 clusters Score -567395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -567395.687500 Penalty: 2548.896484
	Iteration 84F: 3 clusters Score -567395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (111582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Entering Unmasked Estep 
Score: -12909059.000000 Penalty: 1729.430176
	Iteration 0F: 2 clusters Score -1.290906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -12841509.000000 Penalty: 3458.860352
	Iteration 0F: 3 clusters Score -1.284151e+07 nChanged 53134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -12872590.000000 Penalty: 3458.860352
	Iteration 1F: 3 clusters Score -1.287259e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -12874063.000000 Penalty: 3458.860352
	Iteration 2Q: 3 clusters Score -1.287406e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -12876396.000000 Penalty: 3458.860352
	Iteration 3Q: 3 clusters Score -1.28764e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -12879581.000000 Penalty: 3458.860352
	Iteration 4F: 3 clusters Score -1.287958e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -12883730.000000 Penalty: 3458.860352
	Iteration 5F: 3 clusters Score -1.288373e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -12888682.000000 Penalty: 3458.860352
	Iteration 6F: 3 clusters Score -1.288868e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -12893450.000000 Penalty: 3458.860352
	Iteration 7F: 3 clusters Score -1.289345e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -12897290.000000 Penalty: 3458.860352
	Iteration 8F: 3 clusters Score -1.289729e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -12900050.000000 Penalty: 3458.860352
	Iteration 9Q: 3 clusters Score -1.290005e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -12902029.000000 Penalty: 3458.860352
	Iteration 10Q: 3 clusters Score -1.290203e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -12903354.000000 Penalty: 3458.860352
	Iteration 11Q: 3 clusters Score -1.290335e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -12904268.000000 Penalty: 3458.860352
	Iteration 12Q: 3 clusters Score -1.290427e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -12904995.000000 Penalty: 3458.860352
	Iteration 13Q: 3 clusters Score -1.2905e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -12905583.000000 Penalty: 3458.860352
	Iteration 14Q: 3 clusters Score -1.290558e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -12906028.000000 Penalty: 3458.860352
	Iteration 15Q: 3 clusters Score -1.290603e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -12906354.000000 Penalty: 3458.860352
	Iteration 16Q: 3 clusters Score -1.290635e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -12906702.000000 Penalty: 3458.860352
	Iteration 17Q: 3 clusters Score -1.29067e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -12907059.000000 Penalty: 3458.860352
	Iteration 18Q: 3 clusters Score -1.290706e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -12907451.000000 Penalty: 3458.860352
	Iteration 19Q: 3 clusters Score -1.290745e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -12907825.000000 Penalty: 3458.860352
	Iteration 20F: 3 clusters Score -1.290782e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -12908111.000000 Penalty: 3458.860352
	Iteration 21Q: 3 clusters Score -1.290811e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -12908396.000000 Penalty: 3458.860352
	Iteration 22Q: 3 clusters Score -1.29084e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -12908611.000000 Penalty: 3458.860352
	Iteration 23Q: 3 clusters Score -1.290861e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -12908823.000000 Penalty: 3458.860352
	Iteration 24Q: 3 clusters Score -1.290882e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -12908988.000000 Penalty: 3458.860352
	Iteration 25Q: 3 clusters Score -1.290899e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -12909218.000000 Penalty: 3458.860352
	Iteration 26Q: 3 clusters Score -1.290922e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -12909373.000000 Penalty: 3458.860352
	Iteration 27Q: 3 clusters Score -1.290937e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -12909500.000000 Penalty: 3458.860352
	Iteration 28Q: 3 clusters Score -1.29095e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -12909559.000000 Penalty: 3458.860352
	Iteration 29Q: 3 clusters Score -1.290956e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -12909632.000000 Penalty: 3458.860352
	Iteration 30Q: 3 clusters Score -1.290963e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -12909742.000000 Penalty: 3458.860352
	Iteration 31Q: 3 clusters Score -1.290974e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -12909795.000000 Penalty: 3458.860352
	Iteration 32Q: 3 clusters Score -1.29098e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -12909862.000000 Penalty: 3458.860352
	Iteration 33Q: 3 clusters Score -1.290986e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102716 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -12909893.000000 Penalty: 3458.860352
	Iteration 34Q: 3 clusters Score -1.290989e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -12909940.000000 Penalty: 3458.860352
	Iteration 35Q: 3 clusters Score -1.290994e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -12909972.000000 Penalty: 3458.860352
	Iteration 36Q: 3 clusters Score -1.290997e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -12910025.000000 Penalty: 3458.860352
	Iteration 37Q: 3 clusters Score -1.291002e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -12910046.000000 Penalty: 3458.860352
	Iteration 38Q: 3 clusters Score -1.291005e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -12910090.000000 Penalty: 3458.860352
	Iteration 39Q: 3 clusters Score -1.291009e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -12910131.000000 Penalty: 3458.860352
	Iteration 40F: 3 clusters Score -1.291013e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -12910196.000000 Penalty: 3458.860352
	Iteration 41Q: 3 clusters Score -1.29102e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -12910236.000000 Penalty: 3458.860352
	Iteration 42Q: 3 clusters Score -1.291024e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -12910275.000000 Penalty: 3458.860352
	Iteration 43Q: 3 clusters Score -1.291028e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -12910347.000000 Penalty: 3458.860352
	Iteration 44Q: 3 clusters Score -1.291035e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101732 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -12910363.000000 Penalty: 3458.860352
	Iteration 45Q: 3 clusters Score -1.291036e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -12910393.000000 Penalty: 3458.860352
	Iteration 46Q: 3 clusters Score -1.291039e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -12910389.000000 Penalty: 3458.860352
	Iteration 47Q: 3 clusters Score -1.291039e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -12910418.000000 Penalty: 3458.860352
	Iteration 48Q: 3 clusters Score -1.291042e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -12910418.000000 Penalty: 3458.860352
	Iteration 49Q: 3 clusters Score -1.291042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -12910437.000000 Penalty: 3458.860352
	Iteration 50Q: 3 clusters Score -1.291044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -12910450.000000 Penalty: 3458.860352
	Iteration 51Q: 3 clusters Score -1.291045e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -12910479.000000 Penalty: 3458.860352
	Iteration 52Q: 3 clusters Score -1.291048e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -12910458.000000 Penalty: 3458.860352
	Iteration 53Q: 3 clusters Score -1.291046e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -12910478.000000 Penalty: 3458.860352
	Iteration 54Q: 3 clusters Score -1.291048e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -12910486.000000 Penalty: 3458.860352
	Iteration 55Q: 3 clusters Score -1.291049e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -12910491.000000 Penalty: 3458.860352
	Iteration 56Q: 3 clusters Score -1.291049e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -12910495.000000 Penalty: 3458.860352
	Iteration 57Q: 3 clusters Score -1.29105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -12910517.000000 Penalty: 3458.860352
	Iteration 58Q: 3 clusters Score -1.291052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -12910539.000000 Penalty: 3458.860352
	Iteration 59Q: 3 clusters Score -1.291054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -12910525.000000 Penalty: 3458.860352
	Iteration 60F: 3 clusters Score -1.291052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -12910555.000000 Penalty: 3458.860352
	Iteration 61Q: 3 clusters Score -1.291056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -12910561.000000 Penalty: 3458.860352
	Iteration 62Q: 3 clusters Score -1.291056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -12910572.000000 Penalty: 3458.860352
	Iteration 63Q: 3 clusters Score -1.291057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -12910577.000000 Penalty: 3458.860352
	Iteration 64Q: 3 clusters Score -1.291058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -12910579.000000 Penalty: 3458.860352
	Iteration 65Q: 3 clusters Score -1.291058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -12910594.000000 Penalty: 3458.860352
	Iteration 66Q: 3 clusters Score -1.291059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -12910594.000000 Penalty: 3458.860352
	Iteration 67Q: 3 clusters Score -1.291059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -12910583.000000 Penalty: 3458.860352
	Iteration 68Q: 3 clusters Score -1.291058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -12910598.000000 Penalty: 3458.860352
	Iteration 69Q: 3 clusters Score -1.29106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -12910587.000000 Penalty: 3458.860352
	Iteration 70Q: 3 clusters Score -1.291059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -12910621.000000 Penalty: 3458.860352
	Iteration 71Q: 3 clusters Score -1.291062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -12910609.000000 Penalty: 3458.860352
	Iteration 72Q: 3 clusters Score -1.291061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -12910606.000000 Penalty: 3458.860352
	Iteration 73Q: 3 clusters Score -1.291061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -12910607.000000 Penalty: 3458.860352
	Iteration 74Q: 3 clusters Score -1.291061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -12910596.000000 Penalty: 3458.860352
	Iteration 75Q: 3 clusters Score -1.29106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -12910582.000000 Penalty: 3458.860352
	Iteration 76Q: 3 clusters Score -1.291058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -12910571.000000 Penalty: 3458.860352
	Iteration 77Q: 3 clusters Score -1.291057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -12910582.000000 Penalty: 3458.860352
	Iteration 78Q: 3 clusters Score -1.291058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -12910594.000000 Penalty: 3458.860352
	Iteration 79Q: 3 clusters Score -1.291059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -12910601.000000 Penalty: 3458.860352
	Iteration 80F: 3 clusters Score -1.29106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -12910599.000000 Penalty: 3458.860352
	Iteration 81Q: 3 clusters Score -1.29106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -12910604.000000 Penalty: 3458.860352
	Iteration 82Q: 3 clusters Score -1.29106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -12910611.000000 Penalty: 3458.860352
	Iteration 83Q: 3 clusters Score -1.291061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -12910611.000000 Penalty: 3458.860352
	Iteration 84F: 3 clusters Score -1.291061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 100544 members 
Mstep: Class 34 contains 98523 members 
Mstep: Class 35 contains 30819 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Mstep: Class 52 contains 28699 members 
Mstep: Class 53 contains 11038 members 
Entering Unmasked Estep 
Score: -111028856.000000 Penalty: 108984.492188
Splitting cluster 33 changes total score from -111026784.000000 to -111028856.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 34 (98523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Entering Unmasked Estep 
Score: -11455552.000000 Penalty: 1710.909180
	Iteration 0F: 2 clusters Score -1.145555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -11393980.000000 Penalty: 3421.818359
	Iteration 0F: 3 clusters Score -1.139398e+07 nChanged 46609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -11421154.000000 Penalty: 3421.818359
	Iteration 1F: 3 clusters Score -1.142115e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -11423137.000000 Penalty: 3421.818359
	Iteration 2Q: 3 clusters Score -1.142314e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -11426385.000000 Penalty: 3421.818359
	Iteration 3F: 3 clusters Score -1.142638e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -11431766.000000 Penalty: 3421.818359
	Iteration 4F: 3 clusters Score -1.143177e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -11439486.000000 Penalty: 3421.818359
	Iteration 5F: 3 clusters Score -1.143949e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -11448155.000000 Penalty: 3421.818359
	Iteration 6F: 3 clusters Score -1.144816e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -11454388.000000 Penalty: 3421.818359
	Iteration 7F: 3 clusters Score -1.145439e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -11457812.000000 Penalty: 3421.818359
	Iteration 8F: 3 clusters Score -1.145781e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -11459547.000000 Penalty: 3421.818359
	Iteration 9Q: 3 clusters Score -1.145955e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -11460490.000000 Penalty: 3421.818359
	Iteration 10Q: 3 clusters Score -1.146049e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -11461147.000000 Penalty: 3421.818359
	Iteration 11Q: 3 clusters Score -1.146115e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -11461686.000000 Penalty: 3421.818359
	Iteration 12Q: 3 clusters Score -1.146169e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -11462152.000000 Penalty: 3421.818359
	Iteration 13Q: 3 clusters Score -1.146215e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -11462491.000000 Penalty: 3421.818359
	Iteration 14Q: 3 clusters Score -1.146249e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -11462830.000000 Penalty: 3421.818359
	Iteration 15Q: 3 clusters Score -1.146283e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -11463141.000000 Penalty: 3421.818359
	Iteration 16Q: 3 clusters Score -1.146314e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -11463443.000000 Penalty: 3421.818359
	Iteration 17Q: 3 clusters Score -1.146344e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -11463766.000000 Penalty: 3421.818359
	Iteration 18Q: 3 clusters Score -1.146377e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -11464027.000000 Penalty: 3421.818359
	Iteration 19Q: 3 clusters Score -1.146403e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -11464339.000000 Penalty: 3421.818359
	Iteration 20F: 3 clusters Score -1.146434e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -11464594.000000 Penalty: 3421.818359
	Iteration 21Q: 3 clusters Score -1.146459e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -11464780.000000 Penalty: 3421.818359
	Iteration 22Q: 3 clusters Score -1.146478e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -11465004.000000 Penalty: 3421.818359
	Iteration 23Q: 3 clusters Score -1.1465e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -11465194.000000 Penalty: 3421.818359
	Iteration 24Q: 3 clusters Score -1.146519e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -11465334.000000 Penalty: 3421.818359
	Iteration 25Q: 3 clusters Score -1.146533e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -11465467.000000 Penalty: 3421.818359
	Iteration 26Q: 3 clusters Score -1.146547e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -11465501.000000 Penalty: 3421.818359
	Iteration 27Q: 3 clusters Score -1.14655e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -11465625.000000 Penalty: 3421.818359
	Iteration 28Q: 3 clusters Score -1.146562e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -11465665.000000 Penalty: 3421.818359
	Iteration 29Q: 3 clusters Score -1.146566e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -11465705.000000 Penalty: 3421.818359
	Iteration 30Q: 3 clusters Score -1.14657e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -11465724.000000 Penalty: 3421.818359
	Iteration 31Q: 3 clusters Score -1.146572e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -11465711.000000 Penalty: 3421.818359
	Iteration 32Q: 3 clusters Score -1.146571e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -11465715.000000 Penalty: 3421.818359
	Iteration 33Q: 3 clusters Score -1.146572e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -11465715.000000 Penalty: 3421.818359
	Iteration 34Q: 3 clusters Score -1.146572e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -11465728.000000 Penalty: 3421.818359
	Iteration 35Q: 3 clusters Score -1.146573e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -11465751.000000 Penalty: 3421.818359
	Iteration 36Q: 3 clusters Score -1.146575e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -11465752.000000 Penalty: 3421.818359
	Iteration 37Q: 3 clusters Score -1.146575e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -11465741.000000 Penalty: 3421.818359
	Iteration 38Q: 3 clusters Score -1.146574e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -11465734.000000 Penalty: 3421.818359
	Iteration 39Q: 3 clusters Score -1.146573e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -11465753.000000 Penalty: 3421.818359
	Iteration 40F: 3 clusters Score -1.146575e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -11465753.000000 Penalty: 3421.818359
	Iteration 41Q: 3 clusters Score -1.146575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -11465742.000000 Penalty: 3421.818359
	Iteration 42Q: 3 clusters Score -1.146574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -11465764.000000 Penalty: 3421.818359
	Iteration 43Q: 3 clusters Score -1.146576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -11465782.000000 Penalty: 3421.818359
	Iteration 44Q: 3 clusters Score -1.146578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -11465780.000000 Penalty: 3421.818359
	Iteration 45Q: 3 clusters Score -1.146578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -11465777.000000 Penalty: 3421.818359
	Iteration 46Q: 3 clusters Score -1.146578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -11465769.000000 Penalty: 3421.818359
	Iteration 47Q: 3 clusters Score -1.146577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -11465768.000000 Penalty: 3421.818359
	Iteration 48Q: 3 clusters Score -1.146577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -11465776.000000 Penalty: 3421.818359
	Iteration 49Q: 3 clusters Score -1.146578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -11465773.000000 Penalty: 3421.818359
	Iteration 50Q: 3 clusters Score -1.146577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -11465774.000000 Penalty: 3421.818359
	Iteration 51Q: 3 clusters Score -1.146577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -11465762.000000 Penalty: 3421.818359
	Iteration 52Q: 3 clusters Score -1.146576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -11465760.000000 Penalty: 3421.818359
	Iteration 53Q: 3 clusters Score -1.146576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -11465755.000000 Penalty: 3421.818359
	Iteration 54Q: 3 clusters Score -1.146576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -11465771.000000 Penalty: 3421.818359
	Iteration 55Q: 3 clusters Score -1.146577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -11465770.000000 Penalty: 3421.818359
	Iteration 56Q: 3 clusters Score -1.146577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -11465775.000000 Penalty: 3421.818359
	Iteration 57Q: 3 clusters Score -1.146578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -11465771.000000 Penalty: 3421.818359
	Iteration 58Q: 3 clusters Score -1.146577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -11465771.000000 Penalty: 3421.818359
	Iteration 59F: 3 clusters Score -1.146577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 100544 members 
Mstep: Class 34 contains 31496 members 
Mstep: Class 35 contains 30819 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Mstep: Class 52 contains 28699 members 
Mstep: Class 53 contains 11038 members 
Mstep: Class 54 contains 67027 members 
Entering Unmasked Estep 
Score: -111038120.000000 Penalty: 111040.804688
Splitting cluster 34 changes total score from -111026784.000000 to -111038120.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 35 (30819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Entering Unmasked Estep 
Score: -3398037.250000 Penalty: 1537.979980
	Iteration 0F: 2 clusters Score -3398037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3378028.500000 Penalty: 3075.959961
	Iteration 0F: 3 clusters Score -3378028 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3385678.250000 Penalty: 3075.959961
	Iteration 1F: 3 clusters Score -3385678 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3386276.250000 Penalty: 3075.959961
	Iteration 2F: 3 clusters Score -3386276 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3386905.000000 Penalty: 3075.959961
	Iteration 3Q: 3 clusters Score -3386905 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3387572.000000 Penalty: 3075.959961
	Iteration 4Q: 3 clusters Score -3387572 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3388401.000000 Penalty: 3075.959961
	Iteration 5Q: 3 clusters Score -3388401 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3389326.000000 Penalty: 3075.959961
	Iteration 6Q: 3 clusters Score -3389326 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3390243.000000 Penalty: 3075.959961
	Iteration 7F: 3 clusters Score -3390243 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3391273.750000 Penalty: 3075.959961
	Iteration 8F: 3 clusters Score -3391274 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3392387.750000 Penalty: 3075.959961
	Iteration 9F: 3 clusters Score -3392388 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3393254.250000 Penalty: 3075.959961
	Iteration 10F: 3 clusters Score -3393254 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3393938.750000 Penalty: 3075.959961
	Iteration 11Q: 3 clusters Score -3393939 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3394422.750000 Penalty: 3075.959961
	Iteration 12Q: 3 clusters Score -3394423 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3394716.750000 Penalty: 3075.959961
	Iteration 13Q: 3 clusters Score -3394717 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3394959.250000 Penalty: 3075.959961
	Iteration 14Q: 3 clusters Score -3394959 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3395165.750000 Penalty: 3075.959961
	Iteration 15Q: 3 clusters Score -3395166 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3395349.250000 Penalty: 3075.959961
	Iteration 16Q: 3 clusters Score -3395349 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3395491.250000 Penalty: 3075.959961
	Iteration 17Q: 3 clusters Score -3395491 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3395612.500000 Penalty: 3075.959961
	Iteration 18Q: 3 clusters Score -3395612 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3395729.500000 Penalty: 3075.959961
	Iteration 19Q: 3 clusters Score -3395730 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3395834.250000 Penalty: 3075.959961
	Iteration 20F: 3 clusters Score -3395834 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3395937.250000 Penalty: 3075.959961
	Iteration 21Q: 3 clusters Score -3395937 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3396028.250000 Penalty: 3075.959961
	Iteration 22Q: 3 clusters Score -3396028 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3396117.000000 Penalty: 3075.959961
	Iteration 23Q: 3 clusters Score -3396117 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3396185.250000 Penalty: 3075.959961
	Iteration 24Q: 3 clusters Score -3396185 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3396257.500000 Penalty: 3075.959961
	Iteration 25Q: 3 clusters Score -3396258 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3396325.250000 Penalty: 3075.959961
	Iteration 26Q: 3 clusters Score -3396325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3396391.500000 Penalty: 3075.959961
	Iteration 27Q: 3 clusters Score -3396392 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3396460.250000 Penalty: 3075.959961
	Iteration 28Q: 3 clusters Score -3396460 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3396531.000000 Penalty: 3075.959961
	Iteration 29Q: 3 clusters Score -3396531 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3396566.750000 Penalty: 3075.959961
	Iteration 30Q: 3 clusters Score -3396567 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3396610.000000 Penalty: 3075.959961
	Iteration 31Q: 3 clusters Score -3396610 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3396665.500000 Penalty: 3075.959961
	Iteration 32Q: 3 clusters Score -3396666 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3396710.500000 Penalty: 3075.959961
	Iteration 33Q: 3 clusters Score -3396710 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3396749.750000 Penalty: 3075.959961
	Iteration 34Q: 3 clusters Score -3396750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3396780.250000 Penalty: 3075.959961
	Iteration 35Q: 3 clusters Score -3396780 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3396811.750000 Penalty: 3075.959961
	Iteration 36Q: 3 clusters Score -3396812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3396850.500000 Penalty: 3075.959961
	Iteration 37Q: 3 clusters Score -3396850 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3396896.250000 Penalty: 3075.959961
	Iteration 38Q: 3 clusters Score -3396896 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3396948.750000 Penalty: 3075.959961
	Iteration 39Q: 3 clusters Score -3396949 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3396987.750000 Penalty: 3075.959961
	Iteration 40F: 3 clusters Score -3396988 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3397031.750000 Penalty: 3075.959961
	Iteration 41Q: 3 clusters Score -3397032 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3397079.250000 Penalty: 3075.959961
	Iteration 42Q: 3 clusters Score -3397079 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3397124.750000 Penalty: 3075.959961
	Iteration 43Q: 3 clusters Score -3397125 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3397179.500000 Penalty: 3075.959961
	Iteration 44Q: 3 clusters Score -3397180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3397242.250000 Penalty: 3075.959961
	Iteration 45Q: 3 clusters Score -3397242 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3397298.000000 Penalty: 3075.959961
	Iteration 46Q: 3 clusters Score -3397298 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3397354.000000 Penalty: 3075.959961
	Iteration 47Q: 3 clusters Score -3397354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3397427.500000 Penalty: 3075.959961
	Iteration 48Q: 3 clusters Score -3397428 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3397475.250000 Penalty: 3075.959961
	Iteration 49Q: 3 clusters Score -3397475 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3397546.000000 Penalty: 3075.959961
	Iteration 50Q: 3 clusters Score -3397546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3397625.500000 Penalty: 3075.959961
	Iteration 51Q: 3 clusters Score -3397626 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3397699.000000 Penalty: 3075.959961
	Iteration 52Q: 3 clusters Score -3397699 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3397825.000000 Penalty: 3075.959961
	Iteration 53Q: 3 clusters Score -3397825 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3397918.250000 Penalty: 3075.959961
	Iteration 54Q: 3 clusters Score -3397918 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3398035.750000 Penalty: 3075.959961
	Iteration 55Q: 3 clusters Score -3398036 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3398121.000000 Penalty: 3075.959961
	Iteration 56Q: 3 clusters Score -3398121 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3398192.750000 Penalty: 3075.959961
	Iteration 57Q: 3 clusters Score -3398193 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3398237.250000 Penalty: 3075.959961
	Iteration 58Q: 3 clusters Score -3398237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3398255.750000 Penalty: 3075.959961
	Iteration 59Q: 3 clusters Score -3398256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3398305.250000 Penalty: 3075.959961
	Iteration 60F: 3 clusters Score -3398305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3398341.750000 Penalty: 3075.959961
	Iteration 61Q: 3 clusters Score -3398342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3398363.000000 Penalty: 3075.959961
	Iteration 62Q: 3 clusters Score -3398363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3398366.000000 Penalty: 3075.959961
	Iteration 63Q: 3 clusters Score -3398366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3398397.500000 Penalty: 3075.959961
	Iteration 64Q: 3 clusters Score -3398398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3398426.750000 Penalty: 3075.959961
	Iteration 65Q: 3 clusters Score -3398427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3398436.250000 Penalty: 3075.959961
	Iteration 66Q: 3 clusters Score -3398436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3398460.750000 Penalty: 3075.959961
	Iteration 67Q: 3 clusters Score -3398461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3398471.250000 Penalty: 3075.959961
	Iteration 68Q: 3 clusters Score -3398471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3398487.000000 Penalty: 3075.959961
	Iteration 69Q: 3 clusters Score -3398487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3398518.750000 Penalty: 3075.959961
	Iteration 70Q: 3 clusters Score -3398519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3398542.000000 Penalty: 3075.959961
	Iteration 71Q: 3 clusters Score -3398542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3398554.500000 Penalty: 3075.959961
	Iteration 72Q: 3 clusters Score -3398554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3398569.250000 Penalty: 3075.959961
	Iteration 73Q: 3 clusters Score -3398569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3398568.250000 Penalty: 3075.959961
	Iteration 74Q: 3 clusters Score -3398568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3398570.750000 Penalty: 3075.959961
	Iteration 75Q: 3 clusters Score -3398571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3398579.750000 Penalty: 3075.959961
	Iteration 76Q: 3 clusters Score -3398580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3398581.500000 Penalty: 3075.959961
	Iteration 77Q: 3 clusters Score -3398582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3398581.750000 Penalty: 3075.959961
	Iteration 78Q: 3 clusters Score -3398582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3398583.500000 Penalty: 3075.959961
	Iteration 79Q: 3 clusters Score -3398584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3398586.000000 Penalty: 3075.959961
	Iteration 80F: 3 clusters Score -3398586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3398588.250000 Penalty: 3075.959961
	Iteration 81Q: 3 clusters Score -3398588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3398590.000000 Penalty: 3075.959961
	Iteration 82Q: 3 clusters Score -3398590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3398588.500000 Penalty: 3075.959961
	Iteration 83Q: 3 clusters Score -3398588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3398591.250000 Penalty: 3075.959961
	Iteration 84Q: 3 clusters Score -3398591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3398591.250000 Penalty: 3075.959961
	Iteration 85Q: 3 clusters Score -3398591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3398590.250000 Penalty: 3075.959961
	Iteration 86Q: 3 clusters Score -3398590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3398590.250000 Penalty: 3075.959961
	Iteration 87F: 3 clusters Score -3398590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 100544 members 
Mstep: Class 34 contains 31496 members 
Mstep: Class 35 contains 28028 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 23352 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Mstep: Class 52 contains 28699 members 
Mstep: Class 53 contains 11038 members 
Mstep: Class 54 contains 67027 members 
Mstep: Class 55 contains 2791 members 
Entering Unmasked Estep 
Score: -111038200.000000 Penalty: 113097.117188
Splitting cluster 35 changes total score from -111026784.000000 to -111038200.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 36 (9501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Entering Unmasked Estep 
Score: -1058567.125000 Penalty: 1362.881836
	Iteration 0F: 2 clusters Score -1058567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1052142.625000 Penalty: 2725.763672
	Iteration 0F: 3 clusters Score -1052143 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1054242.500000 Penalty: 2725.763672
	Iteration 1F: 3 clusters Score -1054242 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1054599.750000 Penalty: 2725.763672
	Iteration 2F: 3 clusters Score -1054600 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1054847.125000 Penalty: 2725.763672
	Iteration 3F: 3 clusters Score -1054847 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1055080.750000 Penalty: 2725.763672
	Iteration 4Q: 3 clusters Score -1055081 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1055321.125000 Penalty: 2725.763672
	Iteration 5Q: 3 clusters Score -1055321 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1055550.750000 Penalty: 2725.763672
	Iteration 6Q: 3 clusters Score -1055551 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1055773.000000 Penalty: 2725.763672
	Iteration 7Q: 3 clusters Score -1055773 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1055991.875000 Penalty: 2725.763672
	Iteration 8Q: 3 clusters Score -1055992 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1056231.500000 Penalty: 2725.763672
	Iteration 9Q: 3 clusters Score -1056232 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1056485.875000 Penalty: 2725.763672
	Iteration 10Q: 3 clusters Score -1056486 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1056678.625000 Penalty: 2725.763672
	Iteration 11Q: 3 clusters Score -1056679 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1056826.250000 Penalty: 2725.763672
	Iteration 12Q: 3 clusters Score -1056826 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1056945.250000 Penalty: 2725.763672
	Iteration 13Q: 3 clusters Score -1056945 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1057035.500000 Penalty: 2725.763672
	Iteration 14Q: 3 clusters Score -1057036 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1057104.500000 Penalty: 2725.763672
	Iteration 15Q: 3 clusters Score -1057104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1057157.875000 Penalty: 2725.763672
	Iteration 16Q: 3 clusters Score -1057158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1057181.750000 Penalty: 2725.763672
	Iteration 17Q: 3 clusters Score -1057182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1057206.125000 Penalty: 2725.763672
	Iteration 18Q: 3 clusters Score -1057206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1057227.750000 Penalty: 2725.763672
	Iteration 19Q: 3 clusters Score -1057228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1057246.625000 Penalty: 2725.763672
	Iteration 20F: 3 clusters Score -1057247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1057256.750000 Penalty: 2725.763672
	Iteration 21Q: 3 clusters Score -1057257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1057268.750000 Penalty: 2725.763672
	Iteration 22Q: 3 clusters Score -1057269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1057279.375000 Penalty: 2725.763672
	Iteration 23Q: 3 clusters Score -1057279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1057293.875000 Penalty: 2725.763672
	Iteration 24Q: 3 clusters Score -1057294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1057307.750000 Penalty: 2725.763672
	Iteration 25Q: 3 clusters Score -1057308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1057319.000000 Penalty: 2725.763672
	Iteration 26Q: 3 clusters Score -1057319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1057329.375000 Penalty: 2725.763672
	Iteration 27Q: 3 clusters Score -1057329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1057338.875000 Penalty: 2725.763672
	Iteration 28Q: 3 clusters Score -1057339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1057348.875000 Penalty: 2725.763672
	Iteration 29Q: 3 clusters Score -1057349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1057353.375000 Penalty: 2725.763672
	Iteration 30Q: 3 clusters Score -1057353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1057355.875000 Penalty: 2725.763672
	Iteration 31Q: 3 clusters Score -1057356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1057359.625000 Penalty: 2725.763672
	Iteration 32Q: 3 clusters Score -1057360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1057358.625000 Penalty: 2725.763672
	Iteration 33Q: 3 clusters Score -1057359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1057362.375000 Penalty: 2725.763672
	Iteration 34Q: 3 clusters Score -1057362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1057363.750000 Penalty: 2725.763672
	Iteration 35Q: 3 clusters Score -1057364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1057369.000000 Penalty: 2725.763672
	Iteration 36Q: 3 clusters Score -1057369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1057372.250000 Penalty: 2725.763672
	Iteration 37Q: 3 clusters Score -1057372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1057376.750000 Penalty: 2725.763672
	Iteration 38Q: 3 clusters Score -1057377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1057378.125000 Penalty: 2725.763672
	Iteration 39Q: 3 clusters Score -1057378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1057381.750000 Penalty: 2725.763672
	Iteration 40F: 3 clusters Score -1057382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1057385.250000 Penalty: 2725.763672
	Iteration 41Q: 3 clusters Score -1057385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1057387.625000 Penalty: 2725.763672
	Iteration 42Q: 3 clusters Score -1057388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1057386.625000 Penalty: 2725.763672
	Iteration 43Q: 3 clusters Score -1057387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1057392.250000 Penalty: 2725.763672
	Iteration 44Q: 3 clusters Score -1057392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1057394.375000 Penalty: 2725.763672
	Iteration 45Q: 3 clusters Score -1057394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1057396.875000 Penalty: 2725.763672
	Iteration 46Q: 3 clusters Score -1057397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1057401.000000 Penalty: 2725.763672
	Iteration 47Q: 3 clusters Score -1057401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1057401.750000 Penalty: 2725.763672
	Iteration 48Q: 3 clusters Score -1057402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1057403.125000 Penalty: 2725.763672
	Iteration 49Q: 3 clusters Score -1057403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1057402.750000 Penalty: 2725.763672
	Iteration 50Q: 3 clusters Score -1057403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1057404.625000 Penalty: 2725.763672
	Iteration 51Q: 3 clusters Score -1057405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1057404.250000 Penalty: 2725.763672
	Iteration 52Q: 3 clusters Score -1057404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1057404.125000 Penalty: 2725.763672
	Iteration 53Q: 3 clusters Score -1057404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1057406.250000 Penalty: 2725.763672
	Iteration 54Q: 3 clusters Score -1057406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1057406.750000 Penalty: 2725.763672
	Iteration 55Q: 3 clusters Score -1057407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1057408.500000 Penalty: 2725.763672
	Iteration 56Q: 3 clusters Score -1057408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1057409.375000 Penalty: 2725.763672
	Iteration 57Q: 3 clusters Score -1057409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1057408.250000 Penalty: 2725.763672
	Iteration 58Q: 3 clusters Score -1057408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1057411.875000 Penalty: 2725.763672
	Iteration 59Q: 3 clusters Score -1057412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1057414.500000 Penalty: 2725.763672
	Iteration 60F: 3 clusters Score -1057414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1057417.750000 Penalty: 2725.763672
	Iteration 61Q: 3 clusters Score -1057418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1057418.500000 Penalty: 2725.763672
	Iteration 62Q: 3 clusters Score -1057418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1057419.625000 Penalty: 2725.763672
	Iteration 63Q: 3 clusters Score -1057420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1057423.625000 Penalty: 2725.763672
	Iteration 64Q: 3 clusters Score -1057424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1057426.500000 Penalty: 2725.763672
	Iteration 65Q: 3 clusters Score -1057426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1057426.375000 Penalty: 2725.763672
	Iteration 66Q: 3 clusters Score -1057426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1057428.750000 Penalty: 2725.763672
	Iteration 67Q: 3 clusters Score -1057429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1057431.250000 Penalty: 2725.763672
	Iteration 68Q: 3 clusters Score -1057431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1057432.875000 Penalty: 2725.763672
	Iteration 69Q: 3 clusters Score -1057433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1057432.500000 Penalty: 2725.763672
	Iteration 70Q: 3 clusters Score -1057432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1057433.500000 Penalty: 2725.763672
	Iteration 71Q: 3 clusters Score -1057434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1057436.000000 Penalty: 2725.763672
	Iteration 72Q: 3 clusters Score -1057436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1057438.625000 Penalty: 2725.763672
	Iteration 73Q: 3 clusters Score -1057439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1057441.125000 Penalty: 2725.763672
	Iteration 74Q: 3 clusters Score -1057441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1057443.625000 Penalty: 2725.763672
	Iteration 75Q: 3 clusters Score -1057444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1057442.875000 Penalty: 2725.763672
	Iteration 76Q: 3 clusters Score -1057443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1057444.000000 Penalty: 2725.763672
	Iteration 77Q: 3 clusters Score -1057444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1057443.500000 Penalty: 2725.763672
	Iteration 78Q: 3 clusters Score -1057444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1057443.125000 Penalty: 2725.763672
	Iteration 79Q: 3 clusters Score -1057443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1057445.000000 Penalty: 2725.763672
	Iteration 80F: 3 clusters Score -1057445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1057445.625000 Penalty: 2725.763672
	Iteration 81Q: 3 clusters Score -1057446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1057445.250000 Penalty: 2725.763672
	Iteration 82Q: 3 clusters Score -1057445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1057445.750000 Penalty: 2725.763672
	Iteration 83Q: 3 clusters Score -1057446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1057445.250000 Penalty: 2725.763672
	Iteration 84Q: 3 clusters Score -1057445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1057444.625000 Penalty: 2725.763672
	Iteration 85Q: 3 clusters Score -1057445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1057444.625000 Penalty: 2725.763672
	Iteration 86F: 3 clusters Score -1057445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -206708.031250 Penalty: 1119.815308
	Iteration 0F: 2 clusters Score -206708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -204921.656250 Penalty: 2239.630615
	Iteration 0F: 3 clusters Score -204921.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -205352.546875 Penalty: 2239.630615
	Iteration 1F: 3 clusters Score -205352.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205498.375000 Penalty: 2239.630615
	Iteration 2F: 3 clusters Score -205498.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -205586.703125 Penalty: 2239.630615
	Iteration 3Q: 3 clusters Score -205586.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -205664.406250 Penalty: 2239.630615
	Iteration 4Q: 3 clusters Score -205664.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -205732.343750 Penalty: 2239.630615
	Iteration 5Q: 3 clusters Score -205732.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -205788.265625 Penalty: 2239.630615
	Iteration 6Q: 3 clusters Score -205788.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -205855.687500 Penalty: 2239.630615
	Iteration 7Q: 3 clusters Score -205855.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205921.656250 Penalty: 2239.630615
	Iteration 8Q: 3 clusters Score -205921.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -206027.078125 Penalty: 2239.630615
	Iteration 9Q: 3 clusters Score -206027.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206164.765625 Penalty: 2239.630615
	Iteration 10Q: 3 clusters Score -206164.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -206290.578125 Penalty: 2239.630615
	Iteration 11Q: 3 clusters Score -206290.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -206381.953125 Penalty: 2239.630615
	Iteration 12Q: 3 clusters Score -206382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -206455.359375 Penalty: 2239.630615
	Iteration 13Q: 3 clusters Score -206455.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -206532.171875 Penalty: 2239.630615
	Iteration 14Q: 3 clusters Score -206532.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -206585.140625 Penalty: 2239.630615
	Iteration 15Q: 3 clusters Score -206585.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -206625.062500 Penalty: 2239.630615
	Iteration 16Q: 3 clusters Score -206625.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -206643.375000 Penalty: 2239.630615
	Iteration 17Q: 3 clusters Score -206643.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -206658.562500 Penalty: 2239.630615
	Iteration 18Q: 3 clusters Score -206658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -206668.187500 Penalty: 2239.630615
	Iteration 19Q: 3 clusters Score -206668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -206673.062500 Penalty: 2239.630615
	Iteration 20F: 3 clusters Score -206673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -206677.859375 Penalty: 2239.630615
	Iteration 21Q: 3 clusters Score -206677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -206681.390625 Penalty: 2239.630615
	Iteration 22Q: 3 clusters Score -206681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -206683.031250 Penalty: 2239.630615
	Iteration 23Q: 3 clusters Score -206683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -206684.250000 Penalty: 2239.630615
	Iteration 24Q: 3 clusters Score -206684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -206686.421875 Penalty: 2239.630615
	Iteration 25Q: 3 clusters Score -206686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -206691.531250 Penalty: 2239.630615
	Iteration 26Q: 3 clusters Score -206691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -206696.921875 Penalty: 2239.630615
	Iteration 27Q: 3 clusters Score -206696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -206700.500000 Penalty: 2239.630615
	Iteration 28Q: 3 clusters Score -206700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -206701.718750 Penalty: 2239.630615
	Iteration 29Q: 3 clusters Score -206701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -206701.718750 Penalty: 2239.630615
	Iteration 30F: 3 clusters Score -206701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -30620.371094 Penalty: 884.288574
	Iteration 0F: 2 clusters Score -30620.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29897.447266 Penalty: 1768.577148
	Iteration 0F: 3 clusters Score -29897.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30108.599609 Penalty: 1768.577148
	Iteration 1F: 3 clusters Score -30108.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30174.353516 Penalty: 1768.577148
	Iteration 2F: 3 clusters Score -30174.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30244.130859 Penalty: 1768.577148
	Iteration 3Q: 3 clusters Score -30244.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30279.960938 Penalty: 1768.577148
	Iteration 4Q: 3 clusters Score -30279.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30295.992188 Penalty: 1768.577148
	Iteration 5Q: 3 clusters Score -30295.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30303.011719 Penalty: 1768.577148
	Iteration 6Q: 3 clusters Score -30303.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30311.423828 Penalty: 1768.577148
	Iteration 7Q: 3 clusters Score -30311.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30320.181641 Penalty: 1768.577148
	Iteration 8Q: 3 clusters Score -30320.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30320.181641 Penalty: 1768.577148
	Iteration 9F: 3 clusters Score -30320.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -350440.250000 Penalty: 1211.712158
	Iteration 0F: 2 clusters Score -350440.2 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 1706 members 
Entering Unmasked Estep 
Score: -347747.343750 Penalty: 2423.424316
	Iteration 0F: 3 clusters Score -347747.3 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -348522.562500 Penalty: 2423.424316
	Iteration 1F: 3 clusters Score -348522.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -348712.625000 Penalty: 2423.424316
	Iteration 2F: 3 clusters Score -348712.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -348829.093750 Penalty: 2423.424316
	Iteration 3Q: 3 clusters Score -348829.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -348914.281250 Penalty: 2423.424316
	Iteration 4Q: 3 clusters Score -348914.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -348983.375000 Penalty: 2423.424316
	Iteration 5Q: 3 clusters Score -348983.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -349053.406250 Penalty: 2423.424316
	Iteration 6Q: 3 clusters Score -349053.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -349108.031250 Penalty: 2423.424316
	Iteration 7Q: 3 clusters Score -349108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -349158.250000 Penalty: 2423.424316
	Iteration 8Q: 3 clusters Score -349158.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -349192.000000 Penalty: 2423.424316
	Iteration 9Q: 3 clusters Score -349192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -349216.343750 Penalty: 2423.424316
	Iteration 10Q: 3 clusters Score -349216.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -349229.687500 Penalty: 2423.424316
	Iteration 11Q: 3 clusters Score -349229.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -349242.593750 Penalty: 2423.424316
	Iteration 12Q: 3 clusters Score -349242.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -349253.968750 Penalty: 2423.424316
	Iteration 13Q: 3 clusters Score -349254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -349262.781250 Penalty: 2423.424316
	Iteration 14Q: 3 clusters Score -349262.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -349269.250000 Penalty: 2423.424316
	Iteration 15Q: 3 clusters Score -349269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -349275.812500 Penalty: 2423.424316
	Iteration 16Q: 3 clusters Score -349275.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -349278.968750 Penalty: 2423.424316
	Iteration 17Q: 3 clusters Score -349279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -349284.875000 Penalty: 2423.424316
	Iteration 18Q: 3 clusters Score -349284.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -349290.281250 Penalty: 2423.424316
	Iteration 19Q: 3 clusters Score -349290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -349294.187500 Penalty: 2423.424316
	Iteration 20F: 3 clusters Score -349294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -349297.968750 Penalty: 2423.424316
	Iteration 21Q: 3 clusters Score -349298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -349300.531250 Penalty: 2423.424316
	Iteration 22Q: 3 clusters Score -349300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -349305.125000 Penalty: 2423.424316
	Iteration 23Q: 3 clusters Score -349305.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -349311.781250 Penalty: 2423.424316
	Iteration 24Q: 3 clusters Score -349311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -349315.375000 Penalty: 2423.424316
	Iteration 25Q: 3 clusters Score -349315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349319.156250 Penalty: 2423.424316
	Iteration 26Q: 3 clusters Score -349319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -349324.937500 Penalty: 2423.424316
	Iteration 27Q: 3 clusters Score -349324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -349329.968750 Penalty: 2423.424316
	Iteration 28Q: 3 clusters Score -349330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349336.968750 Penalty: 2423.424316
	Iteration 29Q: 3 clusters Score -349337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -349342.218750 Penalty: 2423.424316
	Iteration 30Q: 3 clusters Score -349342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -349346.312500 Penalty: 2423.424316
	Iteration 31Q: 3 clusters Score -349346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349349.156250 Penalty: 2423.424316
	Iteration 32Q: 3 clusters Score -349349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -349351.656250 Penalty: 2423.424316
	Iteration 33Q: 3 clusters Score -349351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -349354.968750 Penalty: 2423.424316
	Iteration 34Q: 3 clusters Score -349355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -349359.312500 Penalty: 2423.424316
	Iteration 35Q: 3 clusters Score -349359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -349364.187500 Penalty: 2423.424316
	Iteration 36Q: 3 clusters Score -349364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -349372.500000 Penalty: 2423.424316
	Iteration 37Q: 3 clusters Score -349372.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -349381.593750 Penalty: 2423.424316
	Iteration 38Q: 3 clusters Score -349381.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349390.531250 Penalty: 2423.424316
	Iteration 39Q: 3 clusters Score -349390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -349402.343750 Penalty: 2423.424316
	Iteration 40F: 3 clusters Score -349402.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -349409.968750 Penalty: 2423.424316
	Iteration 41Q: 3 clusters Score -349410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -349416.468750 Penalty: 2423.424316
	Iteration 42Q: 3 clusters Score -349416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -349420.781250 Penalty: 2423.424316
	Iteration 43Q: 3 clusters Score -349420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -349424.000000 Penalty: 2423.424316
	Iteration 44Q: 3 clusters Score -349424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -349426.906250 Penalty: 2423.424316
	Iteration 45Q: 3 clusters Score -349426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -349433.281250 Penalty: 2423.424316
	Iteration 46Q: 3 clusters Score -349433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -349437.562500 Penalty: 2423.424316
	Iteration 47Q: 3 clusters Score -349437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -349441.968750 Penalty: 2423.424316
	Iteration 48Q: 3 clusters Score -349442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -349447.187500 Penalty: 2423.424316
	Iteration 49Q: 3 clusters Score -349447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -349453.968750 Penalty: 2423.424316
	Iteration 50Q: 3 clusters Score -349454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -349457.031250 Penalty: 2423.424316
	Iteration 51Q: 3 clusters Score -349457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349460.437500 Penalty: 2423.424316
	Iteration 52Q: 3 clusters Score -349460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -349465.562500 Penalty: 2423.424316
	Iteration 53Q: 3 clusters Score -349465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -349471.968750 Penalty: 2423.424316
	Iteration 54Q: 3 clusters Score -349472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349481.625000 Penalty: 2423.424316
	Iteration 55Q: 3 clusters Score -349481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349488.062500 Penalty: 2423.424316
	Iteration 56Q: 3 clusters Score -349488.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349497.093750 Penalty: 2423.424316
	Iteration 57Q: 3 clusters Score -349497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -349500.187500 Penalty: 2423.424316
	Iteration 58Q: 3 clusters Score -349500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -349506.000000 Penalty: 2423.424316
	Iteration 59Q: 3 clusters Score -349506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -349513.343750 Penalty: 2423.424316
	Iteration 60F: 3 clusters Score -349513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -349523.187500 Penalty: 2423.424316
	Iteration 61Q: 3 clusters Score -349523.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -349530.156250 Penalty: 2423.424316
	Iteration 62Q: 3 clusters Score -349530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -349536.718750 Penalty: 2423.424316
	Iteration 63Q: 3 clusters Score -349536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -349545.031250 Penalty: 2423.424316
	Iteration 64Q: 3 clusters Score -349545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349553.343750 Penalty: 2423.424316
	Iteration 65Q: 3 clusters Score -349553.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349561.406250 Penalty: 2423.424316
	Iteration 66Q: 3 clusters Score -349561.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -349569.218750 Penalty: 2423.424316
	Iteration 67Q: 3 clusters Score -349569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349579.312500 Penalty: 2423.424316
	Iteration 68Q: 3 clusters Score -349579.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349586.031250 Penalty: 2423.424316
	Iteration 69Q: 3 clusters Score -349586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -349596.875000 Penalty: 2423.424316
	Iteration 70Q: 3 clusters Score -349596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -349603.437500 Penalty: 2423.424316
	Iteration 71Q: 3 clusters Score -349603.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -349610.937500 Penalty: 2423.424316
	Iteration 72Q: 3 clusters Score -349610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -349617.406250 Penalty: 2423.424316
	Iteration 73Q: 3 clusters Score -349617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -349621.281250 Penalty: 2423.424316
	Iteration 74Q: 3 clusters Score -349621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -349625.000000 Penalty: 2423.424316
	Iteration 75Q: 3 clusters Score -349625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -349626.968750 Penalty: 2423.424316
	Iteration 76Q: 3 clusters Score -349627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -349628.593750 Penalty: 2423.424316
	Iteration 77Q: 3 clusters Score -349628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -349628.843750 Penalty: 2423.424316
	Iteration 78Q: 3 clusters Score -349628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -349628.843750 Penalty: 2423.424316
	Iteration 79F: 3 clusters Score -349628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (23352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Entering Unmasked Estep 
Score: -2725157.250000 Penalty: 1496.695679
	Iteration 0F: 2 clusters Score -2725157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2709919.250000 Penalty: 2993.391357
	Iteration 0F: 3 clusters Score -2709919 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2715505.000000 Penalty: 2993.391357
	Iteration 1F: 3 clusters Score -2715505 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2716073.250000 Penalty: 2993.391357
	Iteration 2F: 3 clusters Score -2716073 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2716659.250000 Penalty: 2993.391357
	Iteration 3F: 3 clusters Score -2716659 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2717188.750000 Penalty: 2993.391357
	Iteration 4Q: 3 clusters Score -2717189 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2717697.250000 Penalty: 2993.391357
	Iteration 5Q: 3 clusters Score -2717697 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2718157.500000 Penalty: 2993.391357
	Iteration 6Q: 3 clusters Score -2718158 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2718602.500000 Penalty: 2993.391357
	Iteration 7Q: 3 clusters Score -2718602 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2719047.250000 Penalty: 2993.391357
	Iteration 8Q: 3 clusters Score -2719047 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2719568.500000 Penalty: 2993.391357
	Iteration 9Q: 3 clusters Score -2719568 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2720303.000000 Penalty: 2993.391357
	Iteration 10Q: 3 clusters Score -2720303 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2721530.000000 Penalty: 2993.391357
	Iteration 11Q: 3 clusters Score -2721530 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2723947.250000 Penalty: 2993.391357
	Iteration 12F: 3 clusters Score -2723947 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2726773.250000 Penalty: 2993.391357
	Iteration 13F: 3 clusters Score -2726773 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2728424.750000 Penalty: 2993.391357
	Iteration 14F: 3 clusters Score -2728425 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2729565.250000 Penalty: 2993.391357
	Iteration 15F: 3 clusters Score -2729565 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2730538.750000 Penalty: 2993.391357
	Iteration 16Q: 3 clusters Score -2730539 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2731395.250000 Penalty: 2993.391357
	Iteration 17Q: 3 clusters Score -2731395 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2732236.000000 Penalty: 2993.391357
	Iteration 18Q: 3 clusters Score -2732236 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2733025.750000 Penalty: 2993.391357
	Iteration 19Q: 3 clusters Score -2733026 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2733684.500000 Penalty: 2993.391357
	Iteration 20F: 3 clusters Score -2733684 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2734005.000000 Penalty: 2993.391357
	Iteration 21Q: 3 clusters Score -2734005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2734107.000000 Penalty: 2993.391357
	Iteration 22Q: 3 clusters Score -2734107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2734143.500000 Penalty: 2993.391357
	Iteration 23Q: 3 clusters Score -2734144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2734150.000000 Penalty: 2993.391357
	Iteration 24Q: 3 clusters Score -2734150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2734155.000000 Penalty: 2993.391357
	Iteration 25Q: 3 clusters Score -2734155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2734152.750000 Penalty: 2993.391357
	Iteration 26Q: 3 clusters Score -2734153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2734149.000000 Penalty: 2993.391357
	Iteration 27Q: 3 clusters Score -2734149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2734150.750000 Penalty: 2993.391357
	Iteration 28Q: 3 clusters Score -2734151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2734150.750000 Penalty: 2993.391357
	Iteration 29F: 3 clusters Score -2734151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 100544 members 
Mstep: Class 34 contains 31496 members 
Mstep: Class 35 contains 28028 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 15294 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Mstep: Class 52 contains 28699 members 
Mstep: Class 53 contains 11038 members 
Mstep: Class 54 contains 67027 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 8058 members 
Entering Unmasked Estep 
Score: -111046088.000000 Penalty: 115153.429688
Splitting cluster 40 changes total score from -111026784.000000 to -111046088.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17843.144531 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17843.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17893.669922 Penalty: 1548.712402
	Iteration 1F: 3 clusters Score -17893.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17899.806641 Penalty: 1548.712402
	Iteration 2Q: 3 clusters Score -17899.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17899.806641 Penalty: 1548.712402
	Iteration 3F: 3 clusters Score -17899.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Entering Unmasked Estep 
Score: -993713.625000 Penalty: 1346.665649
	Iteration 0F: 2 clusters Score -993713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -987923.750000 Penalty: 2693.331299
	Iteration 0F: 3 clusters Score -987923.8 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -989763.562500 Penalty: 2693.331299
	Iteration 1F: 3 clusters Score -989763.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -990082.937500 Penalty: 2693.331299
	Iteration 2F: 3 clusters Score -990082.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -990307.312500 Penalty: 2693.331299
	Iteration 3F: 3 clusters Score -990307.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -990472.687500 Penalty: 2693.331299
	Iteration 4Q: 3 clusters Score -990472.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -990609.500000 Penalty: 2693.331299
	Iteration 5Q: 3 clusters Score -990609.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -990725.125000 Penalty: 2693.331299
	Iteration 6Q: 3 clusters Score -990725.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -990863.437500 Penalty: 2693.331299
	Iteration 7Q: 3 clusters Score -990863.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -990978.437500 Penalty: 2693.331299
	Iteration 8Q: 3 clusters Score -990978.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -991080.500000 Penalty: 2693.331299
	Iteration 9Q: 3 clusters Score -991080.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -991178.500000 Penalty: 2693.331299
	Iteration 10Q: 3 clusters Score -991178.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -991273.000000 Penalty: 2693.331299
	Iteration 11Q: 3 clusters Score -991273 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -991387.187500 Penalty: 2693.331299
	Iteration 12Q: 3 clusters Score -991387.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -991515.937500 Penalty: 2693.331299
	Iteration 13Q: 3 clusters Score -991515.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -991664.250000 Penalty: 2693.331299
	Iteration 14Q: 3 clusters Score -991664.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -991809.500000 Penalty: 2693.331299
	Iteration 15Q: 3 clusters Score -991809.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -991936.625000 Penalty: 2693.331299
	Iteration 16Q: 3 clusters Score -991936.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -992051.875000 Penalty: 2693.331299
	Iteration 17Q: 3 clusters Score -992051.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -992140.500000 Penalty: 2693.331299
	Iteration 18Q: 3 clusters Score -992140.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -992217.437500 Penalty: 2693.331299
	Iteration 19Q: 3 clusters Score -992217.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -992283.750000 Penalty: 2693.331299
	Iteration 20F: 3 clusters Score -992283.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -992332.750000 Penalty: 2693.331299
	Iteration 21Q: 3 clusters Score -992332.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -992377.812500 Penalty: 2693.331299
	Iteration 22Q: 3 clusters Score -992377.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -992417.000000 Penalty: 2693.331299
	Iteration 23Q: 3 clusters Score -992417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -992443.500000 Penalty: 2693.331299
	Iteration 24Q: 3 clusters Score -992443.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -992464.062500 Penalty: 2693.331299
	Iteration 25Q: 3 clusters Score -992464.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -992487.000000 Penalty: 2693.331299
	Iteration 26Q: 3 clusters Score -992487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -992502.125000 Penalty: 2693.331299
	Iteration 27Q: 3 clusters Score -992502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -992519.687500 Penalty: 2693.331299
	Iteration 28Q: 3 clusters Score -992519.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -992531.687500 Penalty: 2693.331299
	Iteration 29Q: 3 clusters Score -992531.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -992534.062500 Penalty: 2693.331299
	Iteration 30Q: 3 clusters Score -992534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -992541.500000 Penalty: 2693.331299
	Iteration 31Q: 3 clusters Score -992541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -992549.687500 Penalty: 2693.331299
	Iteration 32Q: 3 clusters Score -992549.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -992551.750000 Penalty: 2693.331299
	Iteration 33Q: 3 clusters Score -992551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -992557.937500 Penalty: 2693.331299
	Iteration 34Q: 3 clusters Score -992557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -992559.125000 Penalty: 2693.331299
	Iteration 35Q: 3 clusters Score -992559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -992559.312500 Penalty: 2693.331299
	Iteration 36Q: 3 clusters Score -992559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -992560.875000 Penalty: 2693.331299
	Iteration 37Q: 3 clusters Score -992560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -992566.750000 Penalty: 2693.331299
	Iteration 38Q: 3 clusters Score -992566.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -992571.562500 Penalty: 2693.331299
	Iteration 39Q: 3 clusters Score -992571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -992577.062500 Penalty: 2693.331299
	Iteration 40F: 3 clusters Score -992577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -992579.687500 Penalty: 2693.331299
	Iteration 41Q: 3 clusters Score -992579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -992582.187500 Penalty: 2693.331299
	Iteration 42Q: 3 clusters Score -992582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -992583.375000 Penalty: 2693.331299
	Iteration 43Q: 3 clusters Score -992583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -992583.500000 Penalty: 2693.331299
	Iteration 44Q: 3 clusters Score -992583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -992583.625000 Penalty: 2693.331299
	Iteration 45Q: 3 clusters Score -992583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -992584.187500 Penalty: 2693.331299
	Iteration 46Q: 3 clusters Score -992584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -992584.187500 Penalty: 2693.331299
	Iteration 47F: 3 clusters Score -992584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -355973.875000 Penalty: 1204.443481
	Iteration 0F: 2 clusters Score -355973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -353315.531250 Penalty: 2408.886963
	Iteration 0F: 3 clusters Score -353315.5 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -354089.812500 Penalty: 2408.886963
	Iteration 1F: 3 clusters Score -354089.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -354267.125000 Penalty: 2408.886963
	Iteration 2F: 3 clusters Score -354267.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -354370.968750 Penalty: 2408.886963
	Iteration 3Q: 3 clusters Score -354371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -354449.343750 Penalty: 2408.886963
	Iteration 4Q: 3 clusters Score -354449.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -354505.187500 Penalty: 2408.886963
	Iteration 5Q: 3 clusters Score -354505.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -354551.843750 Penalty: 2408.886963
	Iteration 6Q: 3 clusters Score -354551.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354597.125000 Penalty: 2408.886963
	Iteration 7Q: 3 clusters Score -354597.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -354631.312500 Penalty: 2408.886963
	Iteration 8Q: 3 clusters Score -354631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -354658.187500 Penalty: 2408.886963
	Iteration 9Q: 3 clusters Score -354658.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -354685.843750 Penalty: 2408.886963
	Iteration 10Q: 3 clusters Score -354685.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -354710.531250 Penalty: 2408.886963
	Iteration 11Q: 3 clusters Score -354710.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -354738.687500 Penalty: 2408.886963
	Iteration 12Q: 3 clusters Score -354738.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -354775.312500 Penalty: 2408.886963
	Iteration 13Q: 3 clusters Score -354775.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -354829.937500 Penalty: 2408.886963
	Iteration 14Q: 3 clusters Score -354829.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354889.437500 Penalty: 2408.886963
	Iteration 15Q: 3 clusters Score -354889.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354958.187500 Penalty: 2408.886963
	Iteration 16Q: 3 clusters Score -354958.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -355040.468750 Penalty: 2408.886963
	Iteration 17Q: 3 clusters Score -355040.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355126.375000 Penalty: 2408.886963
	Iteration 18Q: 3 clusters Score -355126.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -355221.718750 Penalty: 2408.886963
	Iteration 19Q: 3 clusters Score -355221.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -355312.531250 Penalty: 2408.886963
	Iteration 20F: 3 clusters Score -355312.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -355405.312500 Penalty: 2408.886963
	Iteration 21Q: 3 clusters Score -355405.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -355474.187500 Penalty: 2408.886963
	Iteration 22Q: 3 clusters Score -355474.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -355537.437500 Penalty: 2408.886963
	Iteration 23Q: 3 clusters Score -355537.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -355583.562500 Penalty: 2408.886963
	Iteration 24Q: 3 clusters Score -355583.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -355625.250000 Penalty: 2408.886963
	Iteration 25Q: 3 clusters Score -355625.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -355655.281250 Penalty: 2408.886963
	Iteration 26Q: 3 clusters Score -355655.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -355681.500000 Penalty: 2408.886963
	Iteration 27Q: 3 clusters Score -355681.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -355692.843750 Penalty: 2408.886963
	Iteration 28Q: 3 clusters Score -355692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -355705.781250 Penalty: 2408.886963
	Iteration 29Q: 3 clusters Score -355705.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -355718.750000 Penalty: 2408.886963
	Iteration 30Q: 3 clusters Score -355718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -355737.468750 Penalty: 2408.886963
	Iteration 31Q: 3 clusters Score -355737.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -355747.312500 Penalty: 2408.886963
	Iteration 32Q: 3 clusters Score -355747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -355755.625000 Penalty: 2408.886963
	Iteration 33Q: 3 clusters Score -355755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -355771.843750 Penalty: 2408.886963
	Iteration 34Q: 3 clusters Score -355771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -355784.656250 Penalty: 2408.886963
	Iteration 35Q: 3 clusters Score -355784.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -355791.093750 Penalty: 2408.886963
	Iteration 36Q: 3 clusters Score -355791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -355801.093750 Penalty: 2408.886963
	Iteration 37Q: 3 clusters Score -355801.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -355816.500000 Penalty: 2408.886963
	Iteration 38Q: 3 clusters Score -355816.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -355839.531250 Penalty: 2408.886963
	Iteration 39Q: 3 clusters Score -355839.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -355868.718750 Penalty: 2408.886963
	Iteration 40F: 3 clusters Score -355868.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -355887.000000 Penalty: 2408.886963
	Iteration 41Q: 3 clusters Score -355887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -355905.500000 Penalty: 2408.886963
	Iteration 42Q: 3 clusters Score -355905.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -355915.906250 Penalty: 2408.886963
	Iteration 43Q: 3 clusters Score -355915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -355921.406250 Penalty: 2408.886963
	Iteration 44Q: 3 clusters Score -355921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -355926.343750 Penalty: 2408.886963
	Iteration 45Q: 3 clusters Score -355926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -355929.156250 Penalty: 2408.886963
	Iteration 46Q: 3 clusters Score -355929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -355931.375000 Penalty: 2408.886963
	Iteration 47Q: 3 clusters Score -355931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -355931.375000 Penalty: 2408.886963
	Iteration 48F: 3 clusters Score -355931.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Entering Unmasked Estep 
Score: -1695417.625000 Penalty: 1433.174316
	Iteration 0F: 2 clusters Score -1695418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1685458.750000 Penalty: 2866.348633
	Iteration 0F: 3 clusters Score -1685459 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1689020.625000 Penalty: 2866.348633
	Iteration 1F: 3 clusters Score -1689021 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1689537.250000 Penalty: 2866.348633
	Iteration 2F: 3 clusters Score -1689537 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1690024.250000 Penalty: 2866.348633
	Iteration 3F: 3 clusters Score -1690024 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1690530.625000 Penalty: 2866.348633
	Iteration 4F: 3 clusters Score -1690531 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1691067.625000 Penalty: 2866.348633
	Iteration 5F: 3 clusters Score -1691068 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1691607.375000 Penalty: 2866.348633
	Iteration 6F: 3 clusters Score -1691607 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1692107.125000 Penalty: 2866.348633
	Iteration 7F: 3 clusters Score -1692107 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1692501.875000 Penalty: 2866.348633
	Iteration 8Q: 3 clusters Score -1692502 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1692801.250000 Penalty: 2866.348633
	Iteration 9Q: 3 clusters Score -1692801 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1693033.750000 Penalty: 2866.348633
	Iteration 10Q: 3 clusters Score -1693034 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1693184.125000 Penalty: 2866.348633
	Iteration 11Q: 3 clusters Score -1693184 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1693344.125000 Penalty: 2866.348633
	Iteration 12Q: 3 clusters Score -1693344 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1693477.625000 Penalty: 2866.348633
	Iteration 13Q: 3 clusters Score -1693478 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1693572.375000 Penalty: 2866.348633
	Iteration 14Q: 3 clusters Score -1693572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1693656.125000 Penalty: 2866.348633
	Iteration 15Q: 3 clusters Score -1693656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1693728.250000 Penalty: 2866.348633
	Iteration 16Q: 3 clusters Score -1693728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1693789.250000 Penalty: 2866.348633
	Iteration 17Q: 3 clusters Score -1693789 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1693831.875000 Penalty: 2866.348633
	Iteration 18Q: 3 clusters Score -1693832 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1693874.625000 Penalty: 2866.348633
	Iteration 19Q: 3 clusters Score -1693875 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1693906.375000 Penalty: 2866.348633
	Iteration 20F: 3 clusters Score -1693906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1693937.750000 Penalty: 2866.348633
	Iteration 21Q: 3 clusters Score -1693938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1693961.125000 Penalty: 2866.348633
	Iteration 22Q: 3 clusters Score -1693961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1693980.000000 Penalty: 2866.348633
	Iteration 23Q: 3 clusters Score -1693980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1693994.625000 Penalty: 2866.348633
	Iteration 24Q: 3 clusters Score -1693995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1694014.500000 Penalty: 2866.348633
	Iteration 25Q: 3 clusters Score -1694014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1694020.375000 Penalty: 2866.348633
	Iteration 26Q: 3 clusters Score -1694020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1694029.875000 Penalty: 2866.348633
	Iteration 27Q: 3 clusters Score -1694030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1694040.750000 Penalty: 2866.348633
	Iteration 28Q: 3 clusters Score -1694041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1694049.625000 Penalty: 2866.348633
	Iteration 29Q: 3 clusters Score -1694050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1694053.750000 Penalty: 2866.348633
	Iteration 30Q: 3 clusters Score -1694054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1694051.500000 Penalty: 2866.348633
	Iteration 31Q: 3 clusters Score -1694052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1694062.750000 Penalty: 2866.348633
	Iteration 32Q: 3 clusters Score -1694063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1694068.500000 Penalty: 2866.348633
	Iteration 33Q: 3 clusters Score -1694068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1694073.000000 Penalty: 2866.348633
	Iteration 34Q: 3 clusters Score -1694073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1694078.875000 Penalty: 2866.348633
	Iteration 35Q: 3 clusters Score -1694079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1694081.125000 Penalty: 2866.348633
	Iteration 36Q: 3 clusters Score -1694081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1694096.625000 Penalty: 2866.348633
	Iteration 37Q: 3 clusters Score -1694097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1694107.625000 Penalty: 2866.348633
	Iteration 38Q: 3 clusters Score -1694108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1694114.625000 Penalty: 2866.348633
	Iteration 39Q: 3 clusters Score -1694115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1694122.625000 Penalty: 2866.348633
	Iteration 40F: 3 clusters Score -1694123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1694129.500000 Penalty: 2866.348633
	Iteration 41Q: 3 clusters Score -1694130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1694133.000000 Penalty: 2866.348633
	Iteration 42Q: 3 clusters Score -1694133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1694134.125000 Penalty: 2866.348633
	Iteration 43Q: 3 clusters Score -1694134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1694138.875000 Penalty: 2866.348633
	Iteration 44Q: 3 clusters Score -1694139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1694137.500000 Penalty: 2866.348633
	Iteration 45Q: 3 clusters Score -1694138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1694150.500000 Penalty: 2866.348633
	Iteration 46Q: 3 clusters Score -1694150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1694156.875000 Penalty: 2866.348633
	Iteration 47Q: 3 clusters Score -1694157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1694164.375000 Penalty: 2866.348633
	Iteration 48Q: 3 clusters Score -1694164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1694174.500000 Penalty: 2866.348633
	Iteration 49Q: 3 clusters Score -1694174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1694177.250000 Penalty: 2866.348633
	Iteration 50Q: 3 clusters Score -1694177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1694180.625000 Penalty: 2866.348633
	Iteration 51Q: 3 clusters Score -1694181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1694193.750000 Penalty: 2866.348633
	Iteration 52Q: 3 clusters Score -1694194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1694204.250000 Penalty: 2866.348633
	Iteration 53Q: 3 clusters Score -1694204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1694213.750000 Penalty: 2866.348633
	Iteration 54Q: 3 clusters Score -1694214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1694224.125000 Penalty: 2866.348633
	Iteration 55Q: 3 clusters Score -1694224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1694240.125000 Penalty: 2866.348633
	Iteration 56Q: 3 clusters Score -1694240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1694247.500000 Penalty: 2866.348633
	Iteration 57Q: 3 clusters Score -1694248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1694258.125000 Penalty: 2866.348633
	Iteration 58Q: 3 clusters Score -1694258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1694275.125000 Penalty: 2866.348633
	Iteration 59Q: 3 clusters Score -1694275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1694288.125000 Penalty: 2866.348633
	Iteration 60F: 3 clusters Score -1694288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1694308.750000 Penalty: 2866.348633
	Iteration 61Q: 3 clusters Score -1694309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1694335.375000 Penalty: 2866.348633
	Iteration 62Q: 3 clusters Score -1694335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1694361.500000 Penalty: 2866.348633
	Iteration 63Q: 3 clusters Score -1694362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1694373.375000 Penalty: 2866.348633
	Iteration 64Q: 3 clusters Score -1694373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1694386.500000 Penalty: 2866.348633
	Iteration 65Q: 3 clusters Score -1694386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1694398.125000 Penalty: 2866.348633
	Iteration 66Q: 3 clusters Score -1694398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1694415.125000 Penalty: 2866.348633
	Iteration 67Q: 3 clusters Score -1694415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1694438.250000 Penalty: 2866.348633
	Iteration 68Q: 3 clusters Score -1694438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1694453.375000 Penalty: 2866.348633
	Iteration 69Q: 3 clusters Score -1694453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1694476.375000 Penalty: 2866.348633
	Iteration 70Q: 3 clusters Score -1694476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1694501.125000 Penalty: 2866.348633
	Iteration 71Q: 3 clusters Score -1694501 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1694537.250000 Penalty: 2866.348633
	Iteration 72Q: 3 clusters Score -1694537 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1694575.875000 Penalty: 2866.348633
	Iteration 73Q: 3 clusters Score -1694576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1694613.125000 Penalty: 2866.348633
	Iteration 74Q: 3 clusters Score -1694613 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1694646.000000 Penalty: 2866.348633
	Iteration 75Q: 3 clusters Score -1694646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1694666.625000 Penalty: 2866.348633
	Iteration 76Q: 3 clusters Score -1694667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1694680.125000 Penalty: 2866.348633
	Iteration 77Q: 3 clusters Score -1694680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1694700.375000 Penalty: 2866.348633
	Iteration 78Q: 3 clusters Score -1694700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1694710.625000 Penalty: 2866.348633
	Iteration 79Q: 3 clusters Score -1694711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1694727.750000 Penalty: 2866.348633
	Iteration 80F: 3 clusters Score -1694728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1694742.625000 Penalty: 2866.348633
	Iteration 81Q: 3 clusters Score -1694743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1694757.625000 Penalty: 2866.348633
	Iteration 82Q: 3 clusters Score -1694758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1694776.250000 Penalty: 2866.348633
	Iteration 83Q: 3 clusters Score -1694776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1694793.375000 Penalty: 2866.348633
	Iteration 84Q: 3 clusters Score -1694793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1694811.125000 Penalty: 2866.348633
	Iteration 85Q: 3 clusters Score -1694811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1694819.875000 Penalty: 2866.348633
	Iteration 86Q: 3 clusters Score -1694820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1694828.500000 Penalty: 2866.348633
	Iteration 87Q: 3 clusters Score -1694828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1694839.500000 Penalty: 2866.348633
	Iteration 88Q: 3 clusters Score -1694840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1694852.375000 Penalty: 2866.348633
	Iteration 89Q: 3 clusters Score -1694852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1694867.875000 Penalty: 2866.348633
	Iteration 90Q: 3 clusters Score -1694868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1694885.625000 Penalty: 2866.348633
	Iteration 91Q: 3 clusters Score -1694886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1694895.000000 Penalty: 2866.348633
	Iteration 92Q: 3 clusters Score -1694895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1694908.875000 Penalty: 2866.348633
	Iteration 93Q: 3 clusters Score -1694909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1694920.500000 Penalty: 2866.348633
	Iteration 94Q: 3 clusters Score -1694920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1694928.000000 Penalty: 2866.348633
	Iteration 95Q: 3 clusters Score -1694928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1694937.500000 Penalty: 2866.348633
	Iteration 96Q: 3 clusters Score -1694938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1694941.000000 Penalty: 2866.348633
	Iteration 97Q: 3 clusters Score -1694941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1694945.875000 Penalty: 2866.348633
	Iteration 98Q: 3 clusters Score -1694946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1694948.500000 Penalty: 2866.348633
	Iteration 99Q: 3 clusters Score -1694948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1694956.125000 Penalty: 2866.348633
	Iteration 100F: 3 clusters Score -1694956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1694959.125000 Penalty: 2866.348633
	Iteration 101Q: 3 clusters Score -1694959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1694959.750000 Penalty: 2866.348633
	Iteration 102Q: 3 clusters Score -1694960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1694970.625000 Penalty: 2866.348633
	Iteration 103Q: 3 clusters Score -1694971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1694969.250000 Penalty: 2866.348633
	Iteration 104Q: 3 clusters Score -1694969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1694972.000000 Penalty: 2866.348633
	Iteration 105Q: 3 clusters Score -1694972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1694971.875000 Penalty: 2866.348633
	Iteration 106Q: 3 clusters Score -1694972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1694972.500000 Penalty: 2866.348633
	Iteration 107Q: 3 clusters Score -1694972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1694972.500000 Penalty: 2866.348633
	Iteration 108Q: 3 clusters Score -1694972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1694971.250000 Penalty: 2866.348633
	Iteration 109Q: 3 clusters Score -1694971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1694971.250000 Penalty: 2866.348633
	Iteration 110F: 3 clusters Score -1694971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Entering Unmasked Estep 
Score: -1333097.000000 Penalty: 1394.609375
	Iteration 0F: 2 clusters Score -1333097 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 5905 members 
Entering Unmasked Estep 
Score: -1325289.000000 Penalty: 2789.218750
	Iteration 0F: 3 clusters Score -1325289 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1327859.125000 Penalty: 2789.218750
	Iteration 1F: 3 clusters Score -1327859 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1328145.125000 Penalty: 2789.218750
	Iteration 2F: 3 clusters Score -1328145 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1328369.625000 Penalty: 2789.218750
	Iteration 3Q: 3 clusters Score -1328370 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1328526.375000 Penalty: 2789.218750
	Iteration 4Q: 3 clusters Score -1328526 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1328682.375000 Penalty: 2789.218750
	Iteration 5Q: 3 clusters Score -1328682 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1328802.500000 Penalty: 2789.218750
	Iteration 6Q: 3 clusters Score -1328802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1328928.750000 Penalty: 2789.218750
	Iteration 7Q: 3 clusters Score -1328929 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1329061.125000 Penalty: 2789.218750
	Iteration 8Q: 3 clusters Score -1329061 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1329208.750000 Penalty: 2789.218750
	Iteration 9Q: 3 clusters Score -1329209 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1329384.250000 Penalty: 2789.218750
	Iteration 10Q: 3 clusters Score -1329384 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1329561.500000 Penalty: 2789.218750
	Iteration 11Q: 3 clusters Score -1329562 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1329767.875000 Penalty: 2789.218750
	Iteration 12Q: 3 clusters Score -1329768 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1330012.375000 Penalty: 2789.218750
	Iteration 13Q: 3 clusters Score -1330012 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1330304.375000 Penalty: 2789.218750
	Iteration 14Q: 3 clusters Score -1330304 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1330595.500000 Penalty: 2789.218750
	Iteration 15Q: 3 clusters Score -1330596 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1330867.625000 Penalty: 2789.218750
	Iteration 16Q: 3 clusters Score -1330868 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1331135.625000 Penalty: 2789.218750
	Iteration 17Q: 3 clusters Score -1331136 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1331365.625000 Penalty: 2789.218750
	Iteration 18Q: 3 clusters Score -1331366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1331541.250000 Penalty: 2789.218750
	Iteration 19Q: 3 clusters Score -1331541 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1331680.875000 Penalty: 2789.218750
	Iteration 20F: 3 clusters Score -1331681 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1331764.125000 Penalty: 2789.218750
	Iteration 21Q: 3 clusters Score -1331764 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1331825.750000 Penalty: 2789.218750
	Iteration 22Q: 3 clusters Score -1331826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1331859.000000 Penalty: 2789.218750
	Iteration 23Q: 3 clusters Score -1331859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1331896.750000 Penalty: 2789.218750
	Iteration 24Q: 3 clusters Score -1331897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1331914.125000 Penalty: 2789.218750
	Iteration 25Q: 3 clusters Score -1331914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1331934.625000 Penalty: 2789.218750
	Iteration 26Q: 3 clusters Score -1331935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1331952.625000 Penalty: 2789.218750
	Iteration 27Q: 3 clusters Score -1331953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1331956.375000 Penalty: 2789.218750
	Iteration 28Q: 3 clusters Score -1331956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1331965.125000 Penalty: 2789.218750
	Iteration 29Q: 3 clusters Score -1331965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1331971.000000 Penalty: 2789.218750
	Iteration 30Q: 3 clusters Score -1331971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1331981.000000 Penalty: 2789.218750
	Iteration 31Q: 3 clusters Score -1331981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1331989.000000 Penalty: 2789.218750
	Iteration 32Q: 3 clusters Score -1331989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1331995.375000 Penalty: 2789.218750
	Iteration 33Q: 3 clusters Score -1331995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1332002.875000 Penalty: 2789.218750
	Iteration 34Q: 3 clusters Score -1332003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1332010.750000 Penalty: 2789.218750
	Iteration 35Q: 3 clusters Score -1332011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1332018.875000 Penalty: 2789.218750
	Iteration 36Q: 3 clusters Score -1332019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1332026.250000 Penalty: 2789.218750
	Iteration 37Q: 3 clusters Score -1332026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1332041.625000 Penalty: 2789.218750
	Iteration 38Q: 3 clusters Score -1332042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1332049.250000 Penalty: 2789.218750
	Iteration 39Q: 3 clusters Score -1332049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1332058.625000 Penalty: 2789.218750
	Iteration 40F: 3 clusters Score -1332059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1332064.375000 Penalty: 2789.218750
	Iteration 41Q: 3 clusters Score -1332064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1332071.500000 Penalty: 2789.218750
	Iteration 42Q: 3 clusters Score -1332072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1332078.125000 Penalty: 2789.218750
	Iteration 43Q: 3 clusters Score -1332078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1332090.750000 Penalty: 2789.218750
	Iteration 44Q: 3 clusters Score -1332091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1332107.875000 Penalty: 2789.218750
	Iteration 45Q: 3 clusters Score -1332108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1332115.125000 Penalty: 2789.218750
	Iteration 46Q: 3 clusters Score -1332115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1332124.375000 Penalty: 2789.218750
	Iteration 47Q: 3 clusters Score -1332124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1332132.250000 Penalty: 2789.218750
	Iteration 48Q: 3 clusters Score -1332132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1332139.125000 Penalty: 2789.218750
	Iteration 49Q: 3 clusters Score -1332139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1332139.250000 Penalty: 2789.218750
	Iteration 50Q: 3 clusters Score -1332139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1332140.250000 Penalty: 2789.218750
	Iteration 51Q: 3 clusters Score -1332140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1332140.875000 Penalty: 2789.218750
	Iteration 52Q: 3 clusters Score -1332141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1332141.375000 Penalty: 2789.218750
	Iteration 53Q: 3 clusters Score -1332141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1332138.875000 Penalty: 2789.218750
	Iteration 54Q: 3 clusters Score -1332139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1332140.125000 Penalty: 2789.218750
	Iteration 55Q: 3 clusters Score -1332140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1332139.625000 Penalty: 2789.218750
	Iteration 56Q: 3 clusters Score -1332140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1332140.625000 Penalty: 2789.218750
	Iteration 57Q: 3 clusters Score -1332141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1332140.625000 Penalty: 2789.218750
	Iteration 58F: 3 clusters Score -1332141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -86893.757812 Penalty: 1028.911987
	Iteration 0F: 2 clusters Score -86893.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85678.570312 Penalty: 2057.823975
	Iteration 0F: 3 clusters Score -85678.57 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86154.070312 Penalty: 2057.823975
	Iteration 1F: 3 clusters Score -86154.07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -86512.359375 Penalty: 2057.823975
	Iteration 2F: 3 clusters Score -86512.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -86754.578125 Penalty: 2057.823975
	Iteration 3F: 3 clusters Score -86754.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86875.968750 Penalty: 2057.823975
	Iteration 4Q: 3 clusters Score -86875.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87029.781250 Penalty: 2057.823975
	Iteration 5Q: 3 clusters Score -87029.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87169.750000 Penalty: 2057.823975
	Iteration 6Q: 3 clusters Score -87169.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87340.992188 Penalty: 2057.823975
	Iteration 7Q: 3 clusters Score -87340.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87518.937500 Penalty: 2057.823975
	Iteration 8Q: 3 clusters Score -87518.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -87621.265625 Penalty: 2057.823975
	Iteration 9Q: 3 clusters Score -87621.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -87841.937500 Penalty: 2057.823975
	Iteration 10Q: 3 clusters Score -87841.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -88272.195312 Penalty: 2057.823975
	Iteration 11Q: 3 clusters Score -88272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -88335.882812 Penalty: 2057.823975
	Iteration 12Q: 3 clusters Score -88335.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88376.656250 Penalty: 2057.823975
	Iteration 13Q: 3 clusters Score -88376.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88427.148438 Penalty: 2057.823975
	Iteration 14Q: 3 clusters Score -88427.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88490.554688 Penalty: 2057.823975
	Iteration 15Q: 3 clusters Score -88490.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88551.554688 Penalty: 2057.823975
	Iteration 16Q: 3 clusters Score -88551.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88585.265625 Penalty: 2057.823975
	Iteration 17Q: 3 clusters Score -88585.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -88612.000000 Penalty: 2057.823975
	Iteration 18Q: 3 clusters Score -88612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88621.531250 Penalty: 2057.823975
	Iteration 19Q: 3 clusters Score -88621.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88621.531250 Penalty: 2057.823975
	Iteration 20F: 3 clusters Score -88621.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 100544 members 
Mstep: Class 34 contains 31496 members 
Mstep: Class 35 contains 28028 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 15294 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 282 members 
Mstep: Class 52 contains 28699 members 
Mstep: Class 53 contains 11038 members 
Mstep: Class 54 contains 67027 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 8058 members 
Mstep: Class 57 contains 544 members 
Entering Unmasked Estep 
Score: -111047072.000000 Penalty: 117209.742188
Splitting cluster 46 changes total score from -111026784.000000 to -111047072.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 47 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -193625.296875 Penalty: 1129.217896
	Iteration 0F: 2 clusters Score -193625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -191786.656250 Penalty: 2258.435791
	Iteration 0F: 3 clusters Score -191786.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -192325.531250 Penalty: 2258.435791
	Iteration 1F: 3 clusters Score -192325.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -192544.421875 Penalty: 2258.435791
	Iteration 2F: 3 clusters Score -192544.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -192704.687500 Penalty: 2258.435791
	Iteration 3F: 3 clusters Score -192704.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -192805.765625 Penalty: 2258.435791
	Iteration 4Q: 3 clusters Score -192805.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -192853.203125 Penalty: 2258.435791
	Iteration 5Q: 3 clusters Score -192853.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -192895.890625 Penalty: 2258.435791
	Iteration 6Q: 3 clusters Score -192895.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -192930.453125 Penalty: 2258.435791
	Iteration 7Q: 3 clusters Score -192930.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192966.281250 Penalty: 2258.435791
	Iteration 8Q: 3 clusters Score -192966.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -193000.718750 Penalty: 2258.435791
	Iteration 9Q: 3 clusters Score -193000.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -193032.421875 Penalty: 2258.435791
	Iteration 10Q: 3 clusters Score -193032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -193065.015625 Penalty: 2258.435791
	Iteration 11Q: 3 clusters Score -193065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -193085.109375 Penalty: 2258.435791
	Iteration 12Q: 3 clusters Score -193085.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -193104.625000 Penalty: 2258.435791
	Iteration 13Q: 3 clusters Score -193104.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -193123.078125 Penalty: 2258.435791
	Iteration 14Q: 3 clusters Score -193123.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -193148.843750 Penalty: 2258.435791
	Iteration 15Q: 3 clusters Score -193148.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -193170.328125 Penalty: 2258.435791
	Iteration 16Q: 3 clusters Score -193170.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -193193.484375 Penalty: 2258.435791
	Iteration 17Q: 3 clusters Score -193193.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -193206.453125 Penalty: 2258.435791
	Iteration 18Q: 3 clusters Score -193206.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -193217.031250 Penalty: 2258.435791
	Iteration 19Q: 3 clusters Score -193217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -193225.078125 Penalty: 2258.435791
	Iteration 20F: 3 clusters Score -193225.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -193234.593750 Penalty: 2258.435791
	Iteration 21Q: 3 clusters Score -193234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -193237.109375 Penalty: 2258.435791
	Iteration 22Q: 3 clusters Score -193237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -193240.328125 Penalty: 2258.435791
	Iteration 23Q: 3 clusters Score -193240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193248.781250 Penalty: 2258.435791
	Iteration 24Q: 3 clusters Score -193248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -193256.734375 Penalty: 2258.435791
	Iteration 25Q: 3 clusters Score -193256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -193265.265625 Penalty: 2258.435791
	Iteration 26Q: 3 clusters Score -193265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -193273.734375 Penalty: 2258.435791
	Iteration 27Q: 3 clusters Score -193273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -193279.859375 Penalty: 2258.435791
	Iteration 28Q: 3 clusters Score -193279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -193281.796875 Penalty: 2258.435791
	Iteration 29Q: 3 clusters Score -193281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -193283.562500 Penalty: 2258.435791
	Iteration 30Q: 3 clusters Score -193283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -193284.656250 Penalty: 2258.435791
	Iteration 31Q: 3 clusters Score -193284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -193287.484375 Penalty: 2258.435791
	Iteration 32Q: 3 clusters Score -193287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -193287.703125 Penalty: 2258.435791
	Iteration 33Q: 3 clusters Score -193287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -193288.218750 Penalty: 2258.435791
	Iteration 34Q: 3 clusters Score -193288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -193292.656250 Penalty: 2258.435791
	Iteration 35Q: 3 clusters Score -193292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -193295.640625 Penalty: 2258.435791
	Iteration 36Q: 3 clusters Score -193295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -193297.187500 Penalty: 2258.435791
	Iteration 37Q: 3 clusters Score -193297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -193297.187500 Penalty: 2258.435791
	Iteration 38F: 3 clusters Score -193297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (24905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Entering Unmasked Estep 
Score: -2840506.250000 Penalty: 1506.276245
	Iteration 0F: 2 clusters Score -2840506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2824204.500000 Penalty: 3012.552490
	Iteration 0F: 3 clusters Score -2824204 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2830232.750000 Penalty: 3012.552490
	Iteration 1F: 3 clusters Score -2830233 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2830789.000000 Penalty: 3012.552490
	Iteration 2F: 3 clusters Score -2830789 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2831324.000000 Penalty: 3012.552490
	Iteration 3F: 3 clusters Score -2831324 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2831926.500000 Penalty: 3012.552490
	Iteration 4Q: 3 clusters Score -2831926 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2832653.500000 Penalty: 3012.552490
	Iteration 5F: 3 clusters Score -2832654 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2833570.250000 Penalty: 3012.552490
	Iteration 6F: 3 clusters Score -2833570 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2834677.500000 Penalty: 3012.552490
	Iteration 7F: 3 clusters Score -2834678 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2835906.500000 Penalty: 3012.552490
	Iteration 8F: 3 clusters Score -2835906 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2837113.250000 Penalty: 3012.552490
	Iteration 9F: 3 clusters Score -2837113 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2837972.250000 Penalty: 3012.552490
	Iteration 10Q: 3 clusters Score -2837972 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2838540.000000 Penalty: 3012.552490
	Iteration 11Q: 3 clusters Score -2838540 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2838910.500000 Penalty: 3012.552490
	Iteration 12Q: 3 clusters Score -2838910 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2839127.750000 Penalty: 3012.552490
	Iteration 13Q: 3 clusters Score -2839128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2839231.500000 Penalty: 3012.552490
	Iteration 14Q: 3 clusters Score -2839232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2839296.250000 Penalty: 3012.552490
	Iteration 15Q: 3 clusters Score -2839296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2839322.500000 Penalty: 3012.552490
	Iteration 16Q: 3 clusters Score -2839322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2839342.750000 Penalty: 3012.552490
	Iteration 17Q: 3 clusters Score -2839343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2839365.500000 Penalty: 3012.552490
	Iteration 18Q: 3 clusters Score -2839366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2839373.250000 Penalty: 3012.552490
	Iteration 19Q: 3 clusters Score -2839373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2839386.500000 Penalty: 3012.552490
	Iteration 20F: 3 clusters Score -2839386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2839392.250000 Penalty: 3012.552490
	Iteration 21Q: 3 clusters Score -2839392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2839400.500000 Penalty: 3012.552490
	Iteration 22Q: 3 clusters Score -2839400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2839405.500000 Penalty: 3012.552490
	Iteration 23Q: 3 clusters Score -2839406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2839408.000000 Penalty: 3012.552490
	Iteration 24Q: 3 clusters Score -2839408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2839407.250000 Penalty: 3012.552490
	Iteration 25Q: 3 clusters Score -2839407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2839409.250000 Penalty: 3012.552490
	Iteration 26Q: 3 clusters Score -2839409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2839409.500000 Penalty: 3012.552490
	Iteration 27Q: 3 clusters Score -2839410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2839411.000000 Penalty: 3012.552490
	Iteration 28Q: 3 clusters Score -2839411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2839411.000000 Penalty: 3012.552490
	Iteration 29F: 3 clusters Score -2839411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -707743.875000 Penalty: 1304.995117
	Iteration 0F: 2 clusters Score -707743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -703165.250000 Penalty: 2609.990234
	Iteration 0F: 3 clusters Score -703165.2 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -704502.562500 Penalty: 2609.990234
	Iteration 1F: 3 clusters Score -704502.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -704720.250000 Penalty: 2609.990234
	Iteration 2F: 3 clusters Score -704720.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -704880.375000 Penalty: 2609.990234
	Iteration 3F: 3 clusters Score -704880.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -704991.625000 Penalty: 2609.990234
	Iteration 4Q: 3 clusters Score -704991.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -705071.437500 Penalty: 2609.990234
	Iteration 5Q: 3 clusters Score -705071.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -705148.500000 Penalty: 2609.990234
	Iteration 6Q: 3 clusters Score -705148.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -705219.687500 Penalty: 2609.990234
	Iteration 7Q: 3 clusters Score -705219.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -705286.562500 Penalty: 2609.990234
	Iteration 8Q: 3 clusters Score -705286.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -705352.312500 Penalty: 2609.990234
	Iteration 9Q: 3 clusters Score -705352.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -705429.062500 Penalty: 2609.990234
	Iteration 10Q: 3 clusters Score -705429.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -705529.062500 Penalty: 2609.990234
	Iteration 11Q: 3 clusters Score -705529.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -705655.875000 Penalty: 2609.990234
	Iteration 12Q: 3 clusters Score -705655.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -705804.562500 Penalty: 2609.990234
	Iteration 13Q: 3 clusters Score -705804.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -705956.437500 Penalty: 2609.990234
	Iteration 14Q: 3 clusters Score -705956.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -706111.750000 Penalty: 2609.990234
	Iteration 15Q: 3 clusters Score -706111.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -706239.187500 Penalty: 2609.990234
	Iteration 16Q: 3 clusters Score -706239.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -706346.562500 Penalty: 2609.990234
	Iteration 17Q: 3 clusters Score -706346.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -706424.000000 Penalty: 2609.990234
	Iteration 18Q: 3 clusters Score -706424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -706488.437500 Penalty: 2609.990234
	Iteration 19Q: 3 clusters Score -706488.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -706535.437500 Penalty: 2609.990234
	Iteration 20F: 3 clusters Score -706535.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -706573.500000 Penalty: 2609.990234
	Iteration 21Q: 3 clusters Score -706573.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -706609.937500 Penalty: 2609.990234
	Iteration 22Q: 3 clusters Score -706609.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -706638.812500 Penalty: 2609.990234
	Iteration 23Q: 3 clusters Score -706638.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -706670.750000 Penalty: 2609.990234
	Iteration 24Q: 3 clusters Score -706670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -706691.500000 Penalty: 2609.990234
	Iteration 25Q: 3 clusters Score -706691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -706704.437500 Penalty: 2609.990234
	Iteration 26Q: 3 clusters Score -706704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -706713.750000 Penalty: 2609.990234
	Iteration 27Q: 3 clusters Score -706713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -706716.437500 Penalty: 2609.990234
	Iteration 28Q: 3 clusters Score -706716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -706717.687500 Penalty: 2609.990234
	Iteration 29Q: 3 clusters Score -706717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -706721.375000 Penalty: 2609.990234
	Iteration 30Q: 3 clusters Score -706721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -706725.312500 Penalty: 2609.990234
	Iteration 31Q: 3 clusters Score -706725.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -706729.000000 Penalty: 2609.990234
	Iteration 32Q: 3 clusters Score -706729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -706732.937500 Penalty: 2609.990234
	Iteration 33Q: 3 clusters Score -706732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -706739.250000 Penalty: 2609.990234
	Iteration 34Q: 3 clusters Score -706739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -706744.312500 Penalty: 2609.990234
	Iteration 35Q: 3 clusters Score -706744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -706747.375000 Penalty: 2609.990234
	Iteration 36Q: 3 clusters Score -706747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -706751.437500 Penalty: 2609.990234
	Iteration 37Q: 3 clusters Score -706751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -706752.750000 Penalty: 2609.990234
	Iteration 38Q: 3 clusters Score -706752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -706758.687500 Penalty: 2609.990234
	Iteration 39Q: 3 clusters Score -706758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -706758.687500 Penalty: 2609.990234
	Iteration 40F: 3 clusters Score -706758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 60544 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 56181 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63272 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 64408 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 100544 members 
Mstep: Class 34 contains 31496 members 
Mstep: Class 35 contains 28028 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 15294 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8520 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 15238 members 
Mstep: Class 45 contains 11759 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 24905 members 
Mstep: Class 49 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111054000.000000 Penalty: 117209.742188
Iteration 119Q: 58 clusters Score -1.11054e+08 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 15843 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 51806 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 19843 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 17 contains 60721 members 
Mstep: Class 18 contains 18250 members 
Mstep: Class 19 contains 41047 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 23930 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 4380 members 
Mstep: Class 25 contains 540 members 
Mstep: Class 26 contains 56253 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 63357 members 
Mstep: Class 30 contains 9873 members 
Mstep: Class 31 contains 64554 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 101564 members 
Mstep: Class 34 contains 31623 members 
Mstep: Class 35 contains 27866 members 
Mstep: Class 36 contains 9498 members 
Mstep: Class 37 contains 1874 members 
Mstep: Class 38 contains 376 members 
Mstep: Class 39 contains 3489 members 
Mstep: Class 40 contains 15466 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8531 members 
Mstep: Class 43 contains 3310 members 
Mstep: Class 44 contains 15272 members 
Mstep: Class 45 contains 11780 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1979 members 
Mstep: Class 48 contains 24972 members 
Mstep: Class 49 contains 6440 members 
Mstep: Class 50 contains 9572 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 28111 members 
Mstep: Class 53 contains 10930 members 
Mstep: Class 54 contains 65327 members 
Mstep: Class 55 contains 2725 members 
Mstep: Class 56 contains 7773 members 
Mstep: Class 57 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111058560.000000 Penalty: 117209.742188
Iteration 120F: 58 clusters Score -1.110586e+08 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 51126 members 
Mstep: Class 5 contains 17444 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 13621 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 19889 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 9506 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 60765 members 
Mstep: Class 18 contains 18122 members 
Mstep: Class 19 contains 41086 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 23921 members 
Mstep: Class 22 contains 10932 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56221 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 63300 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 64130 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 100967 members 
Mstep: Class 34 contains 31619 members 
Mstep: Class 35 contains 27718 members 
Mstep: Class 36 contains 9503 members 
Mstep: Class 37 contains 1887 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 3498 members 
Mstep: Class 40 contains 15507 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8537 members 
Mstep: Class 43 contains 3316 members 
Mstep: Class 44 contains 15247 members 
Mstep: Class 45 contains 11754 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1982 members 
Mstep: Class 48 contains 24977 members 
Mstep: Class 49 contains 6444 members 
Mstep: Class 50 contains 9976 members 
Mstep: Class 51 contains 277 members 
Mstep: Class 52 contains 28375 members 
Mstep: Class 53 contains 11445 members 
Mstep: Class 54 contains 66399 members 
Mstep: Class 55 contains 2887 members 
Mstep: Class 56 contains 7847 members 
Mstep: Class 57 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111061480.000000 Penalty: 117209.742188
Iteration 121Q: 58 clusters Score -1.110615e+08 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 15514 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 50681 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 13612 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 19909 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 9484 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 60810 members 
Mstep: Class 18 contains 18018 members 
Mstep: Class 19 contains 41156 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 23924 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 538 members 
Mstep: Class 26 contains 56180 members 
Mstep: Class 27 contains 2811 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 63289 members 
Mstep: Class 30 contains 9869 members 
Mstep: Class 31 contains 63784 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 100624 members 
Mstep: Class 34 contains 31695 members 
Mstep: Class 35 contains 27623 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 3496 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8547 members 
Mstep: Class 43 contains 3326 members 
Mstep: Class 44 contains 15244 members 
Mstep: Class 45 contains 11713 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1984 members 
Mstep: Class 48 contains 24978 members 
Mstep: Class 49 contains 6445 members 
Mstep: Class 50 contains 10330 members 
Mstep: Class 51 contains 277 members 
Mstep: Class 52 contains 28517 members 
Mstep: Class 53 contains 11871 members 
Mstep: Class 54 contains 66893 members 
Mstep: Class 55 contains 2981 members 
Mstep: Class 56 contains 7863 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062352.000000 Penalty: 117209.742188
Iteration 122Q: 58 clusters Score -1.110624e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 15379 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 50326 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 13599 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 19927 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2490 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 17923 members 
Mstep: Class 19 contains 41217 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 23932 members 
Mstep: Class 22 contains 10932 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56184 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 63291 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 63521 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 100374 members 
Mstep: Class 34 contains 31758 members 
Mstep: Class 35 contains 27510 members 
Mstep: Class 36 contains 9511 members 
Mstep: Class 37 contains 1918 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3501 members 
Mstep: Class 40 contains 15545 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8557 members 
Mstep: Class 43 contains 3341 members 
Mstep: Class 44 contains 15245 members 
Mstep: Class 45 contains 11669 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1984 members 
Mstep: Class 48 contains 24970 members 
Mstep: Class 49 contains 6447 members 
Mstep: Class 50 contains 10622 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 28635 members 
Mstep: Class 53 contains 12292 members 
Mstep: Class 54 contains 67235 members 
Mstep: Class 55 contains 3063 members 
Mstep: Class 56 contains 7863 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111063032.000000 Penalty: 117209.742188
Iteration 123Q: 58 clusters Score -1.11063e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 15275 members 
Mstep: Class 3 contains 11049 members 
Mstep: Class 4 contains 50071 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 19944 members 
Mstep: Class 12 contains 8590 members 
Mstep: Class 13 contains 9458 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 60851 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 41283 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 23935 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 8009 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56184 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 63286 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 63320 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 100136 members 
Mstep: Class 34 contains 31802 members 
Mstep: Class 35 contains 27417 members 
Mstep: Class 36 contains 9513 members 
Mstep: Class 37 contains 1947 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3513 members 
Mstep: Class 40 contains 15553 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3349 members 
Mstep: Class 44 contains 15258 members 
Mstep: Class 45 contains 11627 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1986 members 
Mstep: Class 48 contains 24959 members 
Mstep: Class 49 contains 6446 members 
Mstep: Class 50 contains 10836 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 28742 members 
Mstep: Class 53 contains 12712 members 
Mstep: Class 54 contains 67473 members 
Mstep: Class 55 contains 3107 members 
Mstep: Class 56 contains 7863 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111063592.000000 Penalty: 117209.742188
Iteration 124Q: 58 clusters Score -1.110636e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 49892 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 13573 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 19965 members 
Mstep: Class 12 contains 8586 members 
Mstep: Class 13 contains 9455 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 60863 members 
Mstep: Class 18 contains 17819 members 
Mstep: Class 19 contains 41332 members 
Mstep: Class 20 contains 3462 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 10942 members 
Mstep: Class 23 contains 8008 members 
Mstep: Class 24 contains 4301 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56164 members 
Mstep: Class 27 contains 2838 members 
Mstep: Class 28 contains 3563 members 
Mstep: Class 29 contains 63280 members 
Mstep: Class 30 contains 9873 members 
Mstep: Class 31 contains 63155 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 99956 members 
Mstep: Class 34 contains 31824 members 
Mstep: Class 35 contains 27331 members 
Mstep: Class 36 contains 9514 members 
Mstep: Class 37 contains 1970 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3521 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3353 members 
Mstep: Class 44 contains 15275 members 
Mstep: Class 45 contains 11588 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 24964 members 
Mstep: Class 49 contains 6449 members 
Mstep: Class 50 contains 10963 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 28845 members 
Mstep: Class 53 contains 13135 members 
Mstep: Class 54 contains 67669 members 
Mstep: Class 55 contains 3140 members 
Mstep: Class 56 contains 7863 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111063760.000000 Penalty: 117209.742188
Iteration 125Q: 58 clusters Score -1.110638e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49727 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 19987 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 9456 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 60878 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 41382 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 23938 members 
Mstep: Class 22 contains 10950 members 
Mstep: Class 23 contains 8003 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56137 members 
Mstep: Class 27 contains 2850 members 
Mstep: Class 28 contains 3556 members 
Mstep: Class 29 contains 63277 members 
Mstep: Class 30 contains 9874 members 
Mstep: Class 31 contains 63029 members 
Mstep: Class 32 contains 5249 members 
Mstep: Class 33 contains 99821 members 
Mstep: Class 34 contains 31849 members 
Mstep: Class 35 contains 27258 members 
Mstep: Class 36 contains 9515 members 
Mstep: Class 37 contains 1991 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3532 members 
Mstep: Class 40 contains 15564 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3356 members 
Mstep: Class 44 contains 15297 members 
Mstep: Class 45 contains 11574 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 24967 members 
Mstep: Class 49 contains 6450 members 
Mstep: Class 50 contains 11053 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 28947 members 
Mstep: Class 53 contains 13503 members 
Mstep: Class 54 contains 67811 members 
Mstep: Class 55 contains 3171 members 
Mstep: Class 56 contains 7862 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111063632.000000 Penalty: 117209.742188
Iteration 126Q: 58 clusters Score -1.110636e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 14959 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49613 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 13566 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 20014 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 60879 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 23940 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 8002 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56122 members 
Mstep: Class 27 contains 2863 members 
Mstep: Class 28 contains 3550 members 
Mstep: Class 29 contains 63261 members 
Mstep: Class 30 contains 9876 members 
Mstep: Class 31 contains 62911 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 99655 members 
Mstep: Class 34 contains 31879 members 
Mstep: Class 35 contains 27185 members 
Mstep: Class 36 contains 9520 members 
Mstep: Class 37 contains 2004 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3546 members 
Mstep: Class 40 contains 15565 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3360 members 
Mstep: Class 44 contains 15313 members 
Mstep: Class 45 contains 11558 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 24972 members 
Mstep: Class 49 contains 6451 members 
Mstep: Class 50 contains 11130 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29050 members 
Mstep: Class 53 contains 13840 members 
Mstep: Class 54 contains 67919 members 
Mstep: Class 55 contains 3192 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111064008.000000 Penalty: 117209.742188
Iteration 127Q: 58 clusters Score -1.11064e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 49523 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4863 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 20029 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 60884 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 41498 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 23940 members 
Mstep: Class 22 contains 10956 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56109 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 3545 members 
Mstep: Class 29 contains 63255 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 62780 members 
Mstep: Class 32 contains 5240 members 
Mstep: Class 33 contains 99466 members 
Mstep: Class 34 contains 31892 members 
Mstep: Class 35 contains 27125 members 
Mstep: Class 36 contains 9529 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3555 members 
Mstep: Class 40 contains 15566 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3362 members 
Mstep: Class 44 contains 15322 members 
Mstep: Class 45 contains 11535 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 24971 members 
Mstep: Class 49 contains 6452 members 
Mstep: Class 50 contains 11224 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29175 members 
Mstep: Class 53 contains 14186 members 
Mstep: Class 54 contains 67989 members 
Mstep: Class 55 contains 3214 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111064536.000000 Penalty: 117209.742188
Iteration 128Q: 58 clusters Score -1.110645e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 14785 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49457 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 13561 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3880 members 
Mstep: Class 11 contains 20047 members 
Mstep: Class 12 contains 8550 members 
Mstep: Class 13 contains 9457 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 60884 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 41543 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 23941 members 
Mstep: Class 22 contains 10957 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 4259 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56098 members 
Mstep: Class 27 contains 2878 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 63253 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62651 members 
Mstep: Class 32 contains 5238 members 
Mstep: Class 33 contains 99213 members 
Mstep: Class 34 contains 31903 members 
Mstep: Class 35 contains 27087 members 
Mstep: Class 36 contains 9539 members 
Mstep: Class 37 contains 2023 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3559 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3367 members 
Mstep: Class 44 contains 15326 members 
Mstep: Class 45 contains 11519 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2003 members 
Mstep: Class 48 contains 24968 members 
Mstep: Class 49 contains 6452 members 
Mstep: Class 50 contains 11319 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29281 members 
Mstep: Class 53 contains 14556 members 
Mstep: Class 54 contains 68040 members 
Mstep: Class 55 contains 3237 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111064768.000000 Penalty: 117209.742188
Iteration 129Q: 58 clusters Score -1.110648e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 14710 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4868 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 13565 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3905 members 
Mstep: Class 11 contains 20061 members 
Mstep: Class 12 contains 8549 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 60887 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 41588 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 23941 members 
Mstep: Class 22 contains 10957 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56091 members 
Mstep: Class 27 contains 2886 members 
Mstep: Class 28 contains 3541 members 
Mstep: Class 29 contains 63250 members 
Mstep: Class 30 contains 9880 members 
Mstep: Class 31 contains 62570 members 
Mstep: Class 32 contains 5237 members 
Mstep: Class 33 contains 98943 members 
Mstep: Class 34 contains 31910 members 
Mstep: Class 35 contains 27052 members 
Mstep: Class 36 contains 9551 members 
Mstep: Class 37 contains 2030 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3561 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3371 members 
Mstep: Class 44 contains 15329 members 
Mstep: Class 45 contains 11498 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2007 members 
Mstep: Class 48 contains 24964 members 
Mstep: Class 49 contains 6453 members 
Mstep: Class 50 contains 11397 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29372 members 
Mstep: Class 53 contains 14920 members 
Mstep: Class 54 contains 68083 members 
Mstep: Class 55 contains 3253 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111064904.000000 Penalty: 117209.742188
Iteration 130Q: 58 clusters Score -1.110649e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 14635 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 49382 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4868 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 20075 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 9465 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 60888 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 41618 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 23945 members 
Mstep: Class 22 contains 10964 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 4253 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56085 members 
Mstep: Class 27 contains 2894 members 
Mstep: Class 28 contains 3541 members 
Mstep: Class 29 contains 63246 members 
Mstep: Class 30 contains 9880 members 
Mstep: Class 31 contains 62496 members 
Mstep: Class 32 contains 5235 members 
Mstep: Class 33 contains 98643 members 
Mstep: Class 34 contains 31914 members 
Mstep: Class 35 contains 27020 members 
Mstep: Class 36 contains 9564 members 
Mstep: Class 37 contains 2040 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3566 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8562 members 
Mstep: Class 43 contains 3375 members 
Mstep: Class 44 contains 15329 members 
Mstep: Class 45 contains 11478 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2011 members 
Mstep: Class 48 contains 24961 members 
Mstep: Class 49 contains 6453 members 
Mstep: Class 50 contains 11479 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29447 members 
Mstep: Class 53 contains 15301 members 
Mstep: Class 54 contains 68094 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 7857 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065520.000000 Penalty: 117209.742188
Iteration 131Q: 58 clusters Score -1.110655e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 14570 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 49360 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6493 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 20085 members 
Mstep: Class 12 contains 8535 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 60893 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 41649 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 23947 members 
Mstep: Class 22 contains 10966 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 4251 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56082 members 
Mstep: Class 27 contains 2898 members 
Mstep: Class 28 contains 3542 members 
Mstep: Class 29 contains 63236 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62445 members 
Mstep: Class 32 contains 5236 members 
Mstep: Class 33 contains 98355 members 
Mstep: Class 34 contains 31919 members 
Mstep: Class 35 contains 26991 members 
Mstep: Class 36 contains 9579 members 
Mstep: Class 37 contains 2055 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3568 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8562 members 
Mstep: Class 43 contains 3378 members 
Mstep: Class 44 contains 15330 members 
Mstep: Class 45 contains 11459 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2011 members 
Mstep: Class 48 contains 24955 members 
Mstep: Class 49 contains 6454 members 
Mstep: Class 50 contains 11543 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29509 members 
Mstep: Class 53 contains 15685 members 
Mstep: Class 54 contains 68114 members 
Mstep: Class 55 contains 3295 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065520.000000 Penalty: 117209.742188
Iteration 132Q: 58 clusters Score -1.110655e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 14507 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 13544 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 8527 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 60896 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 41665 members 
Mstep: Class 20 contains 3504 members 
Mstep: Class 21 contains 23948 members 
Mstep: Class 22 contains 10970 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4244 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56070 members 
Mstep: Class 27 contains 2905 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 63231 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 62417 members 
Mstep: Class 32 contains 5236 members 
Mstep: Class 33 contains 98077 members 
Mstep: Class 34 contains 31932 members 
Mstep: Class 35 contains 26977 members 
Mstep: Class 36 contains 9589 members 
Mstep: Class 37 contains 2061 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3570 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3381 members 
Mstep: Class 44 contains 15332 members 
Mstep: Class 45 contains 11451 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2012 members 
Mstep: Class 48 contains 24955 members 
Mstep: Class 49 contains 6455 members 
Mstep: Class 50 contains 11589 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29593 members 
Mstep: Class 53 contains 16042 members 
Mstep: Class 54 contains 68122 members 
Mstep: Class 55 contains 3306 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065824.000000 Penalty: 117209.742188
Iteration 133Q: 58 clusters Score -1.110658e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 14430 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49333 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6507 members 
Mstep: Class 8 contains 13543 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 20099 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 60893 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 41683 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 23950 members 
Mstep: Class 22 contains 10966 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 4241 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56056 members 
Mstep: Class 27 contains 2911 members 
Mstep: Class 28 contains 3532 members 
Mstep: Class 29 contains 63224 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62370 members 
Mstep: Class 32 contains 5235 members 
Mstep: Class 33 contains 97842 members 
Mstep: Class 34 contains 31937 members 
Mstep: Class 35 contains 26959 members 
Mstep: Class 36 contains 9600 members 
Mstep: Class 37 contains 2068 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3571 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3385 members 
Mstep: Class 44 contains 15335 members 
Mstep: Class 45 contains 11453 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2012 members 
Mstep: Class 48 contains 24958 members 
Mstep: Class 49 contains 6455 members 
Mstep: Class 50 contains 11643 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29657 members 
Mstep: Class 53 contains 16379 members 
Mstep: Class 54 contains 68133 members 
Mstep: Class 55 contains 3316 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065872.000000 Penalty: 117209.742188
Iteration 134Q: 58 clusters Score -1.110659e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49335 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 13541 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 20104 members 
Mstep: Class 12 contains 8530 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 60891 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 41702 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 23952 members 
Mstep: Class 22 contains 10962 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 4236 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56048 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 3527 members 
Mstep: Class 29 contains 63220 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 62345 members 
Mstep: Class 32 contains 5233 members 
Mstep: Class 33 contains 97582 members 
Mstep: Class 34 contains 31938 members 
Mstep: Class 35 contains 26944 members 
Mstep: Class 36 contains 9601 members 
Mstep: Class 37 contains 2075 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3573 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3388 members 
Mstep: Class 44 contains 15337 members 
Mstep: Class 45 contains 11459 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2015 members 
Mstep: Class 48 contains 24954 members 
Mstep: Class 49 contains 6457 members 
Mstep: Class 50 contains 11683 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29737 members 
Mstep: Class 53 contains 16715 members 
Mstep: Class 54 contains 68129 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065824.000000 Penalty: 117209.742188
Iteration 135Q: 58 clusters Score -1.110658e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 20107 members 
Mstep: Class 12 contains 8534 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 11464 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 41725 members 
Mstep: Class 20 contains 3517 members 
Mstep: Class 21 contains 23951 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 8002 members 
Mstep: Class 24 contains 4229 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56035 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3525 members 
Mstep: Class 29 contains 63216 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 62333 members 
Mstep: Class 32 contains 5234 members 
Mstep: Class 33 contains 97314 members 
Mstep: Class 34 contains 31942 members 
Mstep: Class 35 contains 26932 members 
Mstep: Class 36 contains 9601 members 
Mstep: Class 37 contains 2083 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3576 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 15337 members 
Mstep: Class 45 contains 11456 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2017 members 
Mstep: Class 48 contains 24959 members 
Mstep: Class 49 contains 6457 members 
Mstep: Class 50 contains 11726 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29825 members 
Mstep: Class 53 contains 17021 members 
Mstep: Class 54 contains 68132 members 
Mstep: Class 55 contains 3340 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065848.000000 Penalty: 117209.742188
Iteration 136Q: 58 clusters Score -1.110658e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 49348 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 13538 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 20106 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 41754 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 23951 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 8002 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56025 members 
Mstep: Class 27 contains 2928 members 
Mstep: Class 28 contains 3518 members 
Mstep: Class 29 contains 63212 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 62316 members 
Mstep: Class 32 contains 5234 members 
Mstep: Class 33 contains 97073 members 
Mstep: Class 34 contains 31947 members 
Mstep: Class 35 contains 26922 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 2096 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3577 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 15339 members 
Mstep: Class 45 contains 11452 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2017 members 
Mstep: Class 48 contains 24967 members 
Mstep: Class 49 contains 6458 members 
Mstep: Class 50 contains 11756 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 29905 members 
Mstep: Class 53 contains 17307 members 
Mstep: Class 54 contains 68151 members 
Mstep: Class 55 contains 3348 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065792.000000 Penalty: 117209.742188
Iteration 137Q: 58 clusters Score -1.110658e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 49365 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 8 contains 13541 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 20108 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 41775 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 23953 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 56010 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 3510 members 
Mstep: Class 29 contains 63208 members 
Mstep: Class 30 contains 9878 members 
Mstep: Class 31 contains 62314 members 
Mstep: Class 32 contains 5232 members 
Mstep: Class 33 contains 96812 members 
Mstep: Class 34 contains 31950 members 
Mstep: Class 35 contains 26916 members 
Mstep: Class 36 contains 9620 members 
Mstep: Class 37 contains 2101 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3580 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3394 members 
Mstep: Class 44 contains 15343 members 
Mstep: Class 45 contains 11428 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2016 members 
Mstep: Class 48 contains 24975 members 
Mstep: Class 49 contains 6459 members 
Mstep: Class 50 contains 11802 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30024 members 
Mstep: Class 53 contains 17599 members 
Mstep: Class 54 contains 68151 members 
Mstep: Class 55 contains 3357 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065760.000000 Penalty: 117209.742188
Iteration 138Q: 58 clusters Score -1.110658e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 11048 members 
Mstep: Class 4 contains 49387 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 20111 members 
Mstep: Class 12 contains 8548 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 41793 members 
Mstep: Class 20 contains 3543 members 
Mstep: Class 21 contains 23954 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55996 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 63204 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62316 members 
Mstep: Class 32 contains 5232 members 
Mstep: Class 33 contains 96534 members 
Mstep: Class 34 contains 31957 members 
Mstep: Class 35 contains 26907 members 
Mstep: Class 36 contains 9623 members 
Mstep: Class 37 contains 2105 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3584 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 15346 members 
Mstep: Class 45 contains 11411 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2017 members 
Mstep: Class 48 contains 24975 members 
Mstep: Class 49 contains 6459 members 
Mstep: Class 50 contains 11835 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30173 members 
Mstep: Class 53 contains 17913 members 
Mstep: Class 54 contains 68148 members 
Mstep: Class 55 contains 3362 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065712.000000 Penalty: 117209.742188
Iteration 139Q: 58 clusters Score -1.110657e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 11048 members 
Mstep: Class 4 contains 49415 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 20114 members 
Mstep: Class 12 contains 8548 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 60897 members 
Mstep: Class 18 contains 17726 members 
Mstep: Class 19 contains 41806 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 10955 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55984 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 63201 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62330 members 
Mstep: Class 32 contains 5231 members 
Mstep: Class 33 contains 96275 members 
Mstep: Class 34 contains 31957 members 
Mstep: Class 35 contains 26898 members 
Mstep: Class 36 contains 9637 members 
Mstep: Class 37 contains 2109 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3586 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3391 members 
Mstep: Class 44 contains 15349 members 
Mstep: Class 45 contains 11398 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2017 members 
Mstep: Class 48 contains 24978 members 
Mstep: Class 49 contains 6460 members 
Mstep: Class 50 contains 11858 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30299 members 
Mstep: Class 53 contains 18224 members 
Mstep: Class 54 contains 68135 members 
Mstep: Class 55 contains 3369 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065952.000000 Penalty: 117209.742188
Iteration 140F: 58 clusters Score -1.11066e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 49445 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 13535 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 20119 members 
Mstep: Class 12 contains 8554 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 41820 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 10957 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55970 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 3491 members 
Mstep: Class 29 contains 63196 members 
Mstep: Class 30 contains 9880 members 
Mstep: Class 31 contains 62331 members 
Mstep: Class 32 contains 5228 members 
Mstep: Class 33 contains 96015 members 
Mstep: Class 34 contains 31954 members 
Mstep: Class 35 contains 26885 members 
Mstep: Class 36 contains 9655 members 
Mstep: Class 37 contains 2113 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3587 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 15350 members 
Mstep: Class 45 contains 11397 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2018 members 
Mstep: Class 48 contains 24978 members 
Mstep: Class 49 contains 6461 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30422 members 
Mstep: Class 53 contains 18543 members 
Mstep: Class 54 contains 68137 members 
Mstep: Class 55 contains 3377 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111066200.000000 Penalty: 117209.742188
Iteration 141Q: 58 clusters Score -1.110662e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 49467 members 
Mstep: Class 5 contains 17444 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 13534 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 20119 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 60893 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 41837 members 
Mstep: Class 20 contains 3563 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 10957 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 4219 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55958 members 
Mstep: Class 27 contains 2939 members 
Mstep: Class 28 contains 3483 members 
Mstep: Class 29 contains 63195 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62332 members 
Mstep: Class 32 contains 5225 members 
Mstep: Class 33 contains 95775 members 
Mstep: Class 34 contains 31952 members 
Mstep: Class 35 contains 26872 members 
Mstep: Class 36 contains 9671 members 
Mstep: Class 37 contains 2115 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3589 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3391 members 
Mstep: Class 44 contains 15354 members 
Mstep: Class 45 contains 11403 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2019 members 
Mstep: Class 48 contains 24979 members 
Mstep: Class 49 contains 6461 members 
Mstep: Class 50 contains 11895 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30528 members 
Mstep: Class 53 contains 18840 members 
Mstep: Class 54 contains 68137 members 
Mstep: Class 55 contains 3385 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111066336.000000 Penalty: 117209.742188
Iteration 142Q: 58 clusters Score -1.110663e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 49488 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 13528 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 9473 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 41842 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 10961 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55945 members 
Mstep: Class 27 contains 2946 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 63194 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62356 members 
Mstep: Class 32 contains 5222 members 
Mstep: Class 33 contains 95513 members 
Mstep: Class 34 contains 31958 members 
Mstep: Class 35 contains 26870 members 
Mstep: Class 36 contains 9680 members 
Mstep: Class 37 contains 2123 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3589 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3392 members 
Mstep: Class 44 contains 15355 members 
Mstep: Class 45 contains 11408 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2021 members 
Mstep: Class 48 contains 24978 members 
Mstep: Class 49 contains 6461 members 
Mstep: Class 50 contains 11917 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30628 members 
Mstep: Class 53 contains 19138 members 
Mstep: Class 54 contains 68140 members 
Mstep: Class 55 contains 3391 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111066736.000000 Penalty: 117209.742188
Iteration 143Q: 58 clusters Score -1.110667e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 11048 members 
Mstep: Class 4 contains 49501 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 13525 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 20119 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 60896 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 41857 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 23954 members 
Mstep: Class 22 contains 10960 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55947 members 
Mstep: Class 27 contains 2956 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 63190 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62371 members 
Mstep: Class 32 contains 5221 members 
Mstep: Class 33 contains 95260 members 
Mstep: Class 34 contains 31955 members 
Mstep: Class 35 contains 26862 members 
Mstep: Class 36 contains 9688 members 
Mstep: Class 37 contains 2128 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3590 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 3392 members 
Mstep: Class 44 contains 15358 members 
Mstep: Class 45 contains 11418 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2020 members 
Mstep: Class 48 contains 24978 members 
Mstep: Class 49 contains 6462 members 
Mstep: Class 50 contains 11946 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30735 members 
Mstep: Class 53 contains 19446 members 
Mstep: Class 54 contains 68143 members 
Mstep: Class 55 contains 3395 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111066888.000000 Penalty: 117209.742188
Iteration 144Q: 58 clusters Score -1.110669e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49509 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6690 members 
Mstep: Class 8 contains 13526 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 60899 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 41868 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 10962 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4217 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55937 members 
Mstep: Class 27 contains 2962 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 63184 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62382 members 
Mstep: Class 32 contains 5222 members 
Mstep: Class 33 contains 95008 members 
Mstep: Class 34 contains 31956 members 
Mstep: Class 35 contains 26858 members 
Mstep: Class 36 contains 9697 members 
Mstep: Class 37 contains 2132 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3591 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3391 members 
Mstep: Class 44 contains 15364 members 
Mstep: Class 45 contains 11419 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2018 members 
Mstep: Class 48 contains 24986 members 
Mstep: Class 49 contains 6463 members 
Mstep: Class 50 contains 11968 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30846 members 
Mstep: Class 53 contains 19772 members 
Mstep: Class 54 contains 68139 members 
Mstep: Class 55 contains 3398 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067064.000000 Penalty: 117209.742188
Iteration 145Q: 58 clusters Score -1.110671e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49524 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 13525 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 8534 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 60903 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 41876 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10965 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4216 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55934 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 3453 members 
Mstep: Class 29 contains 63179 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62388 members 
Mstep: Class 32 contains 5221 members 
Mstep: Class 33 contains 94789 members 
Mstep: Class 34 contains 31955 members 
Mstep: Class 35 contains 26862 members 
Mstep: Class 36 contains 9704 members 
Mstep: Class 37 contains 2135 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3593 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3392 members 
Mstep: Class 44 contains 15364 members 
Mstep: Class 45 contains 11404 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2017 members 
Mstep: Class 48 contains 24986 members 
Mstep: Class 49 contains 6464 members 
Mstep: Class 50 contains 11988 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 30937 members 
Mstep: Class 53 contains 20059 members 
Mstep: Class 54 contains 68137 members 
Mstep: Class 55 contains 3403 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067280.000000 Penalty: 117209.742188
Iteration 146Q: 58 clusters Score -1.110673e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49529 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 6707 members 
Mstep: Class 8 contains 13521 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 20123 members 
Mstep: Class 12 contains 8532 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 60900 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10966 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 4217 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55933 members 
Mstep: Class 27 contains 2971 members 
Mstep: Class 28 contains 3450 members 
Mstep: Class 29 contains 63179 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62403 members 
Mstep: Class 32 contains 5220 members 
Mstep: Class 33 contains 94551 members 
Mstep: Class 34 contains 31958 members 
Mstep: Class 35 contains 26862 members 
Mstep: Class 36 contains 9707 members 
Mstep: Class 37 contains 2136 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3593 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 15363 members 
Mstep: Class 45 contains 11394 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2018 members 
Mstep: Class 48 contains 24995 members 
Mstep: Class 49 contains 6464 members 
Mstep: Class 50 contains 12015 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31018 members 
Mstep: Class 53 contains 20361 members 
Mstep: Class 54 contains 68123 members 
Mstep: Class 55 contains 3406 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067448.000000 Penalty: 117209.742188
Iteration 147Q: 58 clusters Score -1.110674e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49524 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 6709 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 11 contains 20131 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 60900 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 41886 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10966 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55932 members 
Mstep: Class 27 contains 2972 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 63179 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62419 members 
Mstep: Class 32 contains 5219 members 
Mstep: Class 33 contains 94313 members 
Mstep: Class 34 contains 31955 members 
Mstep: Class 35 contains 26856 members 
Mstep: Class 36 contains 9710 members 
Mstep: Class 37 contains 2140 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3593 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3396 members 
Mstep: Class 44 contains 15363 members 
Mstep: Class 45 contains 11371 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2022 members 
Mstep: Class 48 contains 24994 members 
Mstep: Class 49 contains 6464 members 
Mstep: Class 50 contains 12042 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31095 members 
Mstep: Class 53 contains 20652 members 
Mstep: Class 54 contains 68106 members 
Mstep: Class 55 contains 3409 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067712.000000 Penalty: 117209.742188
Iteration 148Q: 58 clusters Score -1.110677e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 49525 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 13526 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4125 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 60898 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 41888 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10966 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55917 members 
Mstep: Class 27 contains 2976 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 63179 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62412 members 
Mstep: Class 32 contains 5217 members 
Mstep: Class 33 contains 94080 members 
Mstep: Class 34 contains 31959 members 
Mstep: Class 35 contains 26850 members 
Mstep: Class 36 contains 9715 members 
Mstep: Class 37 contains 2143 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3594 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3396 members 
Mstep: Class 44 contains 15360 members 
Mstep: Class 45 contains 11358 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2024 members 
Mstep: Class 48 contains 25003 members 
Mstep: Class 49 contains 6465 members 
Mstep: Class 50 contains 12068 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31165 members 
Mstep: Class 53 contains 20933 members 
Mstep: Class 54 contains 68098 members 
Mstep: Class 55 contains 3416 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067728.000000 Penalty: 117209.742188
Iteration 149Q: 58 clusters Score -1.110677e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 13637 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 49521 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 6717 members 
Mstep: Class 8 contains 13528 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4132 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 60896 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 41895 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55908 members 
Mstep: Class 27 contains 2982 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 63176 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62411 members 
Mstep: Class 32 contains 5217 members 
Mstep: Class 33 contains 93838 members 
Mstep: Class 34 contains 31964 members 
Mstep: Class 35 contains 26842 members 
Mstep: Class 36 contains 9720 members 
Mstep: Class 37 contains 2145 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3598 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3396 members 
Mstep: Class 44 contains 15359 members 
Mstep: Class 45 contains 11345 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2025 members 
Mstep: Class 48 contains 25007 members 
Mstep: Class 49 contains 6466 members 
Mstep: Class 50 contains 12084 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31229 members 
Mstep: Class 53 contains 21222 members 
Mstep: Class 54 contains 68098 members 
Mstep: Class 55 contains 3423 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067912.000000 Penalty: 117209.742188
Iteration 150Q: 58 clusters Score -1.110679e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 13601 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 49515 members 
Mstep: Class 5 contains 17448 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 6719 members 
Mstep: Class 8 contains 13524 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 20142 members 
Mstep: Class 12 contains 8537 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 60898 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 41897 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 4219 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55904 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 3424 members 
Mstep: Class 29 contains 63170 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 62407 members 
Mstep: Class 32 contains 5216 members 
Mstep: Class 33 contains 93594 members 
Mstep: Class 34 contains 31967 members 
Mstep: Class 35 contains 26842 members 
Mstep: Class 36 contains 9723 members 
Mstep: Class 37 contains 2147 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3601 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3396 members 
Mstep: Class 44 contains 15361 members 
Mstep: Class 45 contains 11334 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2028 members 
Mstep: Class 48 contains 25008 members 
Mstep: Class 49 contains 6467 members 
Mstep: Class 50 contains 12107 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31300 members 
Mstep: Class 53 contains 21510 members 
Mstep: Class 54 contains 68096 members 
Mstep: Class 55 contains 3432 members 
Mstep: Class 56 contains 7855 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067928.000000 Penalty: 117209.742188
Iteration 151Q: 58 clusters Score -1.110679e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 13573 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 49525 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6723 members 
Mstep: Class 8 contains 13524 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 20146 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 60899 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 41904 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10970 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55896 members 
Mstep: Class 27 contains 2994 members 
Mstep: Class 28 contains 3415 members 
Mstep: Class 29 contains 63168 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62412 members 
Mstep: Class 32 contains 5214 members 
Mstep: Class 33 contains 93350 members 
Mstep: Class 34 contains 31970 members 
Mstep: Class 35 contains 26843 members 
Mstep: Class 36 contains 9728 members 
Mstep: Class 37 contains 2150 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3603 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3396 members 
Mstep: Class 44 contains 15362 members 
Mstep: Class 45 contains 11316 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2025 members 
Mstep: Class 48 contains 25007 members 
Mstep: Class 49 contains 6469 members 
Mstep: Class 50 contains 12124 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31359 members 
Mstep: Class 53 contains 21771 members 
Mstep: Class 54 contains 68094 members 
Mstep: Class 55 contains 3438 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067936.000000 Penalty: 117209.742188
Iteration 152Q: 58 clusters Score -1.110679e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 13543 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 49531 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 13523 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 20149 members 
Mstep: Class 12 contains 8529 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 60901 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 41912 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10976 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55890 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 63166 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62399 members 
Mstep: Class 32 contains 5214 members 
Mstep: Class 33 contains 93151 members 
Mstep: Class 34 contains 31971 members 
Mstep: Class 35 contains 26849 members 
Mstep: Class 36 contains 9730 members 
Mstep: Class 37 contains 2153 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3605 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3397 members 
Mstep: Class 44 contains 15364 members 
Mstep: Class 45 contains 11306 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2025 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6470 members 
Mstep: Class 50 contains 12141 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31416 members 
Mstep: Class 53 contains 22014 members 
Mstep: Class 54 contains 68086 members 
Mstep: Class 55 contains 3442 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067976.000000 Penalty: 117209.742188
Iteration 153Q: 58 clusters Score -1.11068e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 13514 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 49538 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 20151 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 60902 members 
Mstep: Class 18 contains 17753 members 
Mstep: Class 19 contains 41918 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 23957 members 
Mstep: Class 22 contains 10979 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55891 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 63165 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62395 members 
Mstep: Class 32 contains 5215 members 
Mstep: Class 33 contains 92933 members 
Mstep: Class 34 contains 31971 members 
Mstep: Class 35 contains 26840 members 
Mstep: Class 36 contains 9733 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3608 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3397 members 
Mstep: Class 44 contains 15367 members 
Mstep: Class 45 contains 11305 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2025 members 
Mstep: Class 48 contains 25015 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12148 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31475 members 
Mstep: Class 53 contains 22260 members 
Mstep: Class 54 contains 68073 members 
Mstep: Class 55 contains 3446 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067976.000000 Penalty: 117209.742188
Iteration 154Q: 58 clusters Score -1.11068e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 13478 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 49546 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 6722 members 
Mstep: Class 8 contains 13518 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 20153 members 
Mstep: Class 12 contains 8511 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 60902 members 
Mstep: Class 18 contains 17757 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 23957 members 
Mstep: Class 22 contains 10984 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55886 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 63163 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62404 members 
Mstep: Class 32 contains 5215 members 
Mstep: Class 33 contains 92717 members 
Mstep: Class 34 contains 31971 members 
Mstep: Class 35 contains 26835 members 
Mstep: Class 36 contains 9738 members 
Mstep: Class 37 contains 2160 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3612 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8564 members 
Mstep: Class 43 contains 3399 members 
Mstep: Class 44 contains 15372 members 
Mstep: Class 45 contains 11300 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2024 members 
Mstep: Class 48 contains 25020 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12154 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31514 members 
Mstep: Class 53 contains 22507 members 
Mstep: Class 54 contains 68068 members 
Mstep: Class 55 contains 3452 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068112.000000 Penalty: 117209.742188
Iteration 155Q: 58 clusters Score -1.110681e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 13445 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 49552 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 6722 members 
Mstep: Class 8 contains 13519 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 20153 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 60903 members 
Mstep: Class 18 contains 17752 members 
Mstep: Class 19 contains 41939 members 
Mstep: Class 20 contains 3653 members 
Mstep: Class 21 contains 23958 members 
Mstep: Class 22 contains 10983 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55886 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 3383 members 
Mstep: Class 29 contains 63162 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62404 members 
Mstep: Class 32 contains 5213 members 
Mstep: Class 33 contains 92524 members 
Mstep: Class 34 contains 31969 members 
Mstep: Class 35 contains 26830 members 
Mstep: Class 36 contains 9748 members 
Mstep: Class 37 contains 2160 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3614 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3406 members 
Mstep: Class 44 contains 15379 members 
Mstep: Class 45 contains 11296 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2025 members 
Mstep: Class 48 contains 25019 members 
Mstep: Class 49 contains 6471 members 
Mstep: Class 50 contains 12166 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31553 members 
Mstep: Class 53 contains 22733 members 
Mstep: Class 54 contains 68070 members 
Mstep: Class 55 contains 3456 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068176.000000 Penalty: 117209.742188
Iteration 156Q: 58 clusters Score -1.110682e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 13420 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 49559 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 13513 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 20154 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 60903 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 41957 members 
Mstep: Class 20 contains 3661 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10984 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55882 members 
Mstep: Class 27 contains 3042 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 63161 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62413 members 
Mstep: Class 32 contains 5213 members 
Mstep: Class 33 contains 92342 members 
Mstep: Class 34 contains 31977 members 
Mstep: Class 35 contains 26823 members 
Mstep: Class 36 contains 9753 members 
Mstep: Class 37 contains 2161 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3622 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3405 members 
Mstep: Class 44 contains 15380 members 
Mstep: Class 45 contains 11293 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2028 members 
Mstep: Class 48 contains 25020 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12181 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31588 members 
Mstep: Class 53 contains 22938 members 
Mstep: Class 54 contains 68066 members 
Mstep: Class 55 contains 3461 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068264.000000 Penalty: 117209.742188
Iteration 157Q: 58 clusters Score -1.110683e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49560 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6731 members 
Mstep: Class 8 contains 13511 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 20154 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 41964 members 
Mstep: Class 20 contains 3667 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10983 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55881 members 
Mstep: Class 27 contains 3051 members 
Mstep: Class 28 contains 3372 members 
Mstep: Class 29 contains 63159 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62424 members 
Mstep: Class 32 contains 5212 members 
Mstep: Class 33 contains 92158 members 
Mstep: Class 34 contains 31983 members 
Mstep: Class 35 contains 26819 members 
Mstep: Class 36 contains 9757 members 
Mstep: Class 37 contains 2164 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3629 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3406 members 
Mstep: Class 44 contains 15381 members 
Mstep: Class 45 contains 11289 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2030 members 
Mstep: Class 48 contains 25014 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12192 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31632 members 
Mstep: Class 53 contains 23149 members 
Mstep: Class 54 contains 68070 members 
Mstep: Class 55 contains 3464 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068072.000000 Penalty: 117209.742188
Iteration 158Q: 58 clusters Score -1.110681e+08 nChanged 512
Entering ConstructFrom: 
Score: -111068072.000000 Penalty: 117209.742188
Entering ConstructFrom: 
Trying to split cluster 1 (52808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Entering Unmasked Estep 
Score: -5918483.500000 Penalty: 1618.113525
	Iteration 0F: 2 clusters Score -5918484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5884136.500000 Penalty: 3236.227051
	Iteration 0F: 3 clusters Score -5884136 nChanged 24444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -5897479.500000 Penalty: 3236.227051
	Iteration 1F: 3 clusters Score -5897480 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -5898119.500000 Penalty: 3236.227051
	Iteration 2Q: 3 clusters Score -5898120 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5898806.500000 Penalty: 3236.227051
	Iteration 3Q: 3 clusters Score -5898806 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -5899600.000000 Penalty: 3236.227051
	Iteration 4Q: 3 clusters Score -5899600 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -5900678.500000 Penalty: 3236.227051
	Iteration 5Q: 3 clusters Score -5900678 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5902172.000000 Penalty: 3236.227051
	Iteration 6F: 3 clusters Score -5902172 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5904336.500000 Penalty: 3236.227051
	Iteration 7F: 3 clusters Score -5904336 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5906993.000000 Penalty: 3236.227051
	Iteration 8F: 3 clusters Score -5906993 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5909803.000000 Penalty: 3236.227051
	Iteration 9F: 3 clusters Score -5909803 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5912237.000000 Penalty: 3236.227051
	Iteration 10F: 3 clusters Score -5912237 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -5914043.500000 Penalty: 3236.227051
	Iteration 11Q: 3 clusters Score -5914044 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -5915296.500000 Penalty: 3236.227051
	Iteration 12Q: 3 clusters Score -5915296 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -5916073.000000 Penalty: 3236.227051
	Iteration 13Q: 3 clusters Score -5916073 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -5916642.500000 Penalty: 3236.227051
	Iteration 14Q: 3 clusters Score -5916642 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -5916944.500000 Penalty: 3236.227051
	Iteration 15Q: 3 clusters Score -5916944 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -5917113.000000 Penalty: 3236.227051
	Iteration 16Q: 3 clusters Score -5917113 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -5917204.500000 Penalty: 3236.227051
	Iteration 17Q: 3 clusters Score -5917204 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -5917290.500000 Penalty: 3236.227051
	Iteration 18Q: 3 clusters Score -5917290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -5917354.000000 Penalty: 3236.227051
	Iteration 19Q: 3 clusters Score -5917354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -5917408.500000 Penalty: 3236.227051
	Iteration 20F: 3 clusters Score -5917408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -5917446.000000 Penalty: 3236.227051
	Iteration 21Q: 3 clusters Score -5917446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -5917478.500000 Penalty: 3236.227051
	Iteration 22Q: 3 clusters Score -5917478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -5917503.000000 Penalty: 3236.227051
	Iteration 23Q: 3 clusters Score -5917503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -5917513.000000 Penalty: 3236.227051
	Iteration 24Q: 3 clusters Score -5917513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -5917531.000000 Penalty: 3236.227051
	Iteration 25Q: 3 clusters Score -5917531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -5917535.000000 Penalty: 3236.227051
	Iteration 26Q: 3 clusters Score -5917535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -5917523.500000 Penalty: 3236.227051
	Iteration 27Q: 3 clusters Score -5917524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -5917533.500000 Penalty: 3236.227051
	Iteration 28Q: 3 clusters Score -5917534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -5917530.500000 Penalty: 3236.227051
	Iteration 29Q: 3 clusters Score -5917530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -5917532.000000 Penalty: 3236.227051
	Iteration 30Q: 3 clusters Score -5917532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -5917526.500000 Penalty: 3236.227051
	Iteration 31Q: 3 clusters Score -5917526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -5917542.500000 Penalty: 3236.227051
	Iteration 32Q: 3 clusters Score -5917542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -5917540.000000 Penalty: 3236.227051
	Iteration 33Q: 3 clusters Score -5917540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -5917543.000000 Penalty: 3236.227051
	Iteration 34Q: 3 clusters Score -5917543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -5917546.500000 Penalty: 3236.227051
	Iteration 35Q: 3 clusters Score -5917546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -5917552.000000 Penalty: 3236.227051
	Iteration 36Q: 3 clusters Score -5917552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -5917553.000000 Penalty: 3236.227051
	Iteration 37Q: 3 clusters Score -5917553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -5917558.000000 Penalty: 3236.227051
	Iteration 38Q: 3 clusters Score -5917558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -5917554.000000 Penalty: 3236.227051
	Iteration 39Q: 3 clusters Score -5917554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -5917554.000000 Penalty: 3236.227051
	Iteration 40F: 3 clusters Score -5917554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -5917561.000000 Penalty: 3236.227051
	Iteration 41Q: 3 clusters Score -5917561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5917553.500000 Penalty: 3236.227051
	Iteration 42Q: 3 clusters Score -5917554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -5917557.000000 Penalty: 3236.227051
	Iteration 43Q: 3 clusters Score -5917557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5917559.000000 Penalty: 3236.227051
	Iteration 44Q: 3 clusters Score -5917559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -5917558.500000 Penalty: 3236.227051
	Iteration 45Q: 3 clusters Score -5917558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -5917559.000000 Penalty: 3236.227051
	Iteration 46Q: 3 clusters Score -5917559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -5917557.000000 Penalty: 3236.227051
	Iteration 47Q: 3 clusters Score -5917557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -5917568.000000 Penalty: 3236.227051
	Iteration 48Q: 3 clusters Score -5917568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -5917565.000000 Penalty: 3236.227051
	Iteration 49Q: 3 clusters Score -5917565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -5917564.000000 Penalty: 3236.227051
	Iteration 50Q: 3 clusters Score -5917564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -5917566.500000 Penalty: 3236.227051
	Iteration 51Q: 3 clusters Score -5917566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -5917566.000000 Penalty: 3236.227051
	Iteration 52Q: 3 clusters Score -5917566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5917564.500000 Penalty: 3236.227051
	Iteration 53Q: 3 clusters Score -5917564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -5917562.000000 Penalty: 3236.227051
	Iteration 54Q: 3 clusters Score -5917562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5917562.000000 Penalty: 3236.227051
	Iteration 55Q: 3 clusters Score -5917562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5917563.500000 Penalty: 3236.227051
	Iteration 56Q: 3 clusters Score -5917564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5917565.500000 Penalty: 3236.227051
	Iteration 57Q: 3 clusters Score -5917566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5917565.500000 Penalty: 3236.227051
	Iteration 58F: 3 clusters Score -5917566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Entering Unmasked Estep 
Score: -1457240.750000 Penalty: 1413.625244
	Iteration 0F: 2 clusters Score -1457241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1448360.750000 Penalty: 2827.250488
	Iteration 0F: 3 clusters Score -1448361 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1451362.750000 Penalty: 2827.250488
	Iteration 1F: 3 clusters Score -1451363 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1451725.875000 Penalty: 2827.250488
	Iteration 2F: 3 clusters Score -1451726 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1452022.625000 Penalty: 2827.250488
	Iteration 3F: 3 clusters Score -1452023 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1452332.875000 Penalty: 2827.250488
	Iteration 4Q: 3 clusters Score -1452333 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1452724.375000 Penalty: 2827.250488
	Iteration 5Q: 3 clusters Score -1452724 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1453239.875000 Penalty: 2827.250488
	Iteration 6F: 3 clusters Score -1453240 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1453820.750000 Penalty: 2827.250488
	Iteration 7F: 3 clusters Score -1453821 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1454420.750000 Penalty: 2827.250488
	Iteration 8F: 3 clusters Score -1454421 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1454924.125000 Penalty: 2827.250488
	Iteration 9Q: 3 clusters Score -1454924 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1455334.375000 Penalty: 2827.250488
	Iteration 10Q: 3 clusters Score -1455334 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1455691.750000 Penalty: 2827.250488
	Iteration 11Q: 3 clusters Score -1455692 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1455986.125000 Penalty: 2827.250488
	Iteration 12Q: 3 clusters Score -1455986 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1456179.000000 Penalty: 2827.250488
	Iteration 13Q: 3 clusters Score -1456179 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1456301.125000 Penalty: 2827.250488
	Iteration 14Q: 3 clusters Score -1456301 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1456379.625000 Penalty: 2827.250488
	Iteration 15Q: 3 clusters Score -1456380 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1456439.875000 Penalty: 2827.250488
	Iteration 16Q: 3 clusters Score -1456440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1456483.250000 Penalty: 2827.250488
	Iteration 17Q: 3 clusters Score -1456483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1456516.625000 Penalty: 2827.250488
	Iteration 18Q: 3 clusters Score -1456517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1456545.125000 Penalty: 2827.250488
	Iteration 19Q: 3 clusters Score -1456545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1456566.250000 Penalty: 2827.250488
	Iteration 20F: 3 clusters Score -1456566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1456579.625000 Penalty: 2827.250488
	Iteration 21Q: 3 clusters Score -1456580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1456600.625000 Penalty: 2827.250488
	Iteration 22Q: 3 clusters Score -1456601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1456610.500000 Penalty: 2827.250488
	Iteration 23Q: 3 clusters Score -1456610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1456623.000000 Penalty: 2827.250488
	Iteration 24Q: 3 clusters Score -1456623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1456637.125000 Penalty: 2827.250488
	Iteration 25Q: 3 clusters Score -1456637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1456642.500000 Penalty: 2827.250488
	Iteration 26Q: 3 clusters Score -1456642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1456659.875000 Penalty: 2827.250488
	Iteration 27Q: 3 clusters Score -1456660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1456670.125000 Penalty: 2827.250488
	Iteration 28Q: 3 clusters Score -1456670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1456684.375000 Penalty: 2827.250488
	Iteration 29Q: 3 clusters Score -1456684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1456688.750000 Penalty: 2827.250488
	Iteration 30Q: 3 clusters Score -1456689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1456696.625000 Penalty: 2827.250488
	Iteration 31Q: 3 clusters Score -1456697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1456701.875000 Penalty: 2827.250488
	Iteration 32Q: 3 clusters Score -1456702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1456708.250000 Penalty: 2827.250488
	Iteration 33Q: 3 clusters Score -1456708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1456708.375000 Penalty: 2827.250488
	Iteration 34Q: 3 clusters Score -1456708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1456713.750000 Penalty: 2827.250488
	Iteration 35Q: 3 clusters Score -1456714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1456718.000000 Penalty: 2827.250488
	Iteration 36Q: 3 clusters Score -1456718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1456723.000000 Penalty: 2827.250488
	Iteration 37Q: 3 clusters Score -1456723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1456728.250000 Penalty: 2827.250488
	Iteration 38Q: 3 clusters Score -1456728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1456734.500000 Penalty: 2827.250488
	Iteration 39Q: 3 clusters Score -1456734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1456741.250000 Penalty: 2827.250488
	Iteration 40F: 3 clusters Score -1456741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1456745.750000 Penalty: 2827.250488
	Iteration 41Q: 3 clusters Score -1456746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1456753.750000 Penalty: 2827.250488
	Iteration 42Q: 3 clusters Score -1456754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1456766.125000 Penalty: 2827.250488
	Iteration 43Q: 3 clusters Score -1456766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1456772.125000 Penalty: 2827.250488
	Iteration 44Q: 3 clusters Score -1456772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1456784.625000 Penalty: 2827.250488
	Iteration 45Q: 3 clusters Score -1456785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1456790.500000 Penalty: 2827.250488
	Iteration 46Q: 3 clusters Score -1456790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1456798.125000 Penalty: 2827.250488
	Iteration 47Q: 3 clusters Score -1456798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1456805.000000 Penalty: 2827.250488
	Iteration 48Q: 3 clusters Score -1456805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1456812.125000 Penalty: 2827.250488
	Iteration 49Q: 3 clusters Score -1456812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1456819.000000 Penalty: 2827.250488
	Iteration 50Q: 3 clusters Score -1456819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1456825.250000 Penalty: 2827.250488
	Iteration 51Q: 3 clusters Score -1456825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1456829.000000 Penalty: 2827.250488
	Iteration 52Q: 3 clusters Score -1456829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1456836.875000 Penalty: 2827.250488
	Iteration 53Q: 3 clusters Score -1456837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1456843.750000 Penalty: 2827.250488
	Iteration 54Q: 3 clusters Score -1456844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1456849.500000 Penalty: 2827.250488
	Iteration 55Q: 3 clusters Score -1456850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1456852.000000 Penalty: 2827.250488
	Iteration 56Q: 3 clusters Score -1456852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1456860.000000 Penalty: 2827.250488
	Iteration 57Q: 3 clusters Score -1456860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1456860.750000 Penalty: 2827.250488
	Iteration 58Q: 3 clusters Score -1456861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1456864.125000 Penalty: 2827.250488
	Iteration 59Q: 3 clusters Score -1456864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1456868.500000 Penalty: 2827.250488
	Iteration 60F: 3 clusters Score -1456868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1456873.625000 Penalty: 2827.250488
	Iteration 61Q: 3 clusters Score -1456874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1456876.625000 Penalty: 2827.250488
	Iteration 62Q: 3 clusters Score -1456877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1456879.000000 Penalty: 2827.250488
	Iteration 63Q: 3 clusters Score -1456879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1456881.875000 Penalty: 2827.250488
	Iteration 64Q: 3 clusters Score -1456882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1456883.500000 Penalty: 2827.250488
	Iteration 65Q: 3 clusters Score -1456884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1456882.875000 Penalty: 2827.250488
	Iteration 66Q: 3 clusters Score -1456883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1456883.875000 Penalty: 2827.250488
	Iteration 67Q: 3 clusters Score -1456884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1456884.000000 Penalty: 2827.250488
	Iteration 68Q: 3 clusters Score -1456884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1456884.000000 Penalty: 2827.250488
	Iteration 69F: 3 clusters Score -1456884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1192824.000000 Penalty: 1385.315308
	Iteration 0F: 2 clusters Score -1192824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1185372.500000 Penalty: 2770.630615
	Iteration 0F: 3 clusters Score -1185372 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1187869.375000 Penalty: 2770.630615
	Iteration 1F: 3 clusters Score -1187869 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1188210.000000 Penalty: 2770.630615
	Iteration 2F: 3 clusters Score -1188210 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1188477.125000 Penalty: 2770.630615
	Iteration 3F: 3 clusters Score -1188477 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1188703.000000 Penalty: 2770.630615
	Iteration 4Q: 3 clusters Score -1188703 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1188955.000000 Penalty: 2770.630615
	Iteration 5Q: 3 clusters Score -1188955 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1189211.875000 Penalty: 2770.630615
	Iteration 6Q: 3 clusters Score -1189212 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1189481.000000 Penalty: 2770.630615
	Iteration 7Q: 3 clusters Score -1189481 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1189749.875000 Penalty: 2770.630615
	Iteration 8Q: 3 clusters Score -1189750 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1189984.625000 Penalty: 2770.630615
	Iteration 9Q: 3 clusters Score -1189985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1190192.250000 Penalty: 2770.630615
	Iteration 10Q: 3 clusters Score -1190192 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1190405.750000 Penalty: 2770.630615
	Iteration 11Q: 3 clusters Score -1190406 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1190598.250000 Penalty: 2770.630615
	Iteration 12Q: 3 clusters Score -1190598 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1190762.625000 Penalty: 2770.630615
	Iteration 13Q: 3 clusters Score -1190763 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1190903.625000 Penalty: 2770.630615
	Iteration 14Q: 3 clusters Score -1190904 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1191003.500000 Penalty: 2770.630615
	Iteration 15Q: 3 clusters Score -1191004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1191088.000000 Penalty: 2770.630615
	Iteration 16Q: 3 clusters Score -1191088 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1191158.750000 Penalty: 2770.630615
	Iteration 17Q: 3 clusters Score -1191159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1191213.625000 Penalty: 2770.630615
	Iteration 18Q: 3 clusters Score -1191214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1191265.750000 Penalty: 2770.630615
	Iteration 19Q: 3 clusters Score -1191266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1191306.125000 Penalty: 2770.630615
	Iteration 20F: 3 clusters Score -1191306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1191335.625000 Penalty: 2770.630615
	Iteration 21Q: 3 clusters Score -1191336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1191363.500000 Penalty: 2770.630615
	Iteration 22Q: 3 clusters Score -1191364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1191377.750000 Penalty: 2770.630615
	Iteration 23Q: 3 clusters Score -1191378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1191386.625000 Penalty: 2770.630615
	Iteration 24Q: 3 clusters Score -1191387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1191398.125000 Penalty: 2770.630615
	Iteration 25Q: 3 clusters Score -1191398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1191410.750000 Penalty: 2770.630615
	Iteration 26Q: 3 clusters Score -1191411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1191419.500000 Penalty: 2770.630615
	Iteration 27Q: 3 clusters Score -1191420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1191425.125000 Penalty: 2770.630615
	Iteration 28Q: 3 clusters Score -1191425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1191437.875000 Penalty: 2770.630615
	Iteration 29Q: 3 clusters Score -1191438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1191442.750000 Penalty: 2770.630615
	Iteration 30Q: 3 clusters Score -1191443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1191450.375000 Penalty: 2770.630615
	Iteration 31Q: 3 clusters Score -1191450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1191452.250000 Penalty: 2770.630615
	Iteration 32Q: 3 clusters Score -1191452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1191451.625000 Penalty: 2770.630615
	Iteration 33Q: 3 clusters Score -1191452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1191453.000000 Penalty: 2770.630615
	Iteration 34Q: 3 clusters Score -1191453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1191457.625000 Penalty: 2770.630615
	Iteration 35Q: 3 clusters Score -1191458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1191460.500000 Penalty: 2770.630615
	Iteration 36Q: 3 clusters Score -1191460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1191459.875000 Penalty: 2770.630615
	Iteration 37Q: 3 clusters Score -1191460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1191461.625000 Penalty: 2770.630615
	Iteration 38Q: 3 clusters Score -1191462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1191463.500000 Penalty: 2770.630615
	Iteration 39Q: 3 clusters Score -1191464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1191468.000000 Penalty: 2770.630615
	Iteration 40F: 3 clusters Score -1191468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1191470.125000 Penalty: 2770.630615
	Iteration 41Q: 3 clusters Score -1191470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1191470.000000 Penalty: 2770.630615
	Iteration 42Q: 3 clusters Score -1191470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1191470.250000 Penalty: 2770.630615
	Iteration 43Q: 3 clusters Score -1191470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1191469.500000 Penalty: 2770.630615
	Iteration 44Q: 3 clusters Score -1191470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1191469.500000 Penalty: 2770.630615
	Iteration 45F: 3 clusters Score -1191470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Entering Unmasked Estep 
Score: -5796736.500000 Penalty: 1608.691895
	Iteration 0F: 2 clusters Score -5796736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5764532.000000 Penalty: 3217.383789
	Iteration 0F: 3 clusters Score -5764532 nChanged 22685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5777262.500000 Penalty: 3217.383789
	Iteration 1F: 3 clusters Score -5777262 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5777902.500000 Penalty: 3217.383789
	Iteration 2Q: 3 clusters Score -5777902 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5778583.000000 Penalty: 3217.383789
	Iteration 3Q: 3 clusters Score -5778583 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5779431.500000 Penalty: 3217.383789
	Iteration 4Q: 3 clusters Score -5779432 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -5780686.500000 Penalty: 3217.383789
	Iteration 5Q: 3 clusters Score -5780686 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -5782532.500000 Penalty: 3217.383789
	Iteration 6F: 3 clusters Score -5782532 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5785045.000000 Penalty: 3217.383789
	Iteration 7F: 3 clusters Score -5785045 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -5788009.000000 Penalty: 3217.383789
	Iteration 8F: 3 clusters Score -5788009 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5790720.500000 Penalty: 3217.383789
	Iteration 9F: 3 clusters Score -5790720 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5792822.500000 Penalty: 3217.383789
	Iteration 10Q: 3 clusters Score -5792822 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5794065.500000 Penalty: 3217.383789
	Iteration 11Q: 3 clusters Score -5794066 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5794692.000000 Penalty: 3217.383789
	Iteration 12Q: 3 clusters Score -5794692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5795023.000000 Penalty: 3217.383789
	Iteration 13Q: 3 clusters Score -5795023 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5795234.500000 Penalty: 3217.383789
	Iteration 14Q: 3 clusters Score -5795234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5795335.000000 Penalty: 3217.383789
	Iteration 15Q: 3 clusters Score -5795335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5795411.000000 Penalty: 3217.383789
	Iteration 16Q: 3 clusters Score -5795411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5795440.000000 Penalty: 3217.383789
	Iteration 17Q: 3 clusters Score -5795440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5795464.500000 Penalty: 3217.383789
	Iteration 18Q: 3 clusters Score -5795464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5795486.500000 Penalty: 3217.383789
	Iteration 19Q: 3 clusters Score -5795486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5795491.500000 Penalty: 3217.383789
	Iteration 20F: 3 clusters Score -5795492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5795489.000000 Penalty: 3217.383789
	Iteration 21Q: 3 clusters Score -5795489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5795495.500000 Penalty: 3217.383789
	Iteration 22Q: 3 clusters Score -5795496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5795498.500000 Penalty: 3217.383789
	Iteration 23Q: 3 clusters Score -5795498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5795495.000000 Penalty: 3217.383789
	Iteration 24Q: 3 clusters Score -5795495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5795501.500000 Penalty: 3217.383789
	Iteration 25Q: 3 clusters Score -5795502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5795502.500000 Penalty: 3217.383789
	Iteration 26Q: 3 clusters Score -5795502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5795503.500000 Penalty: 3217.383789
	Iteration 27Q: 3 clusters Score -5795504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5795502.500000 Penalty: 3217.383789
	Iteration 28Q: 3 clusters Score -5795502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5795502.500000 Penalty: 3217.383789
	Iteration 29F: 3 clusters Score -5795502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Entering Unmasked Estep 
Score: -2075299.375000 Penalty: 1453.318115
	Iteration 0F: 2 clusters Score -2075299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2063809.375000 Penalty: 2906.636230
	Iteration 0F: 3 clusters Score -2063809 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2067816.625000 Penalty: 2906.636230
	Iteration 1F: 3 clusters Score -2067817 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2068182.125000 Penalty: 2906.636230
	Iteration 2F: 3 clusters Score -2068182 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2068458.500000 Penalty: 2906.636230
	Iteration 3Q: 3 clusters Score -2068458 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2068714.125000 Penalty: 2906.636230
	Iteration 4Q: 3 clusters Score -2068714 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2069002.125000 Penalty: 2906.636230
	Iteration 5Q: 3 clusters Score -2069002 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2069287.375000 Penalty: 2906.636230
	Iteration 6Q: 3 clusters Score -2069287 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2069621.125000 Penalty: 2906.636230
	Iteration 7Q: 3 clusters Score -2069621 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2070015.375000 Penalty: 2906.636230
	Iteration 8Q: 3 clusters Score -2070015 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2070455.875000 Penalty: 2906.636230
	Iteration 9Q: 3 clusters Score -2070456 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2070963.625000 Penalty: 2906.636230
	Iteration 10Q: 3 clusters Score -2070964 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2071551.125000 Penalty: 2906.636230
	Iteration 11Q: 3 clusters Score -2071551 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2072151.000000 Penalty: 2906.636230
	Iteration 12Q: 3 clusters Score -2072151 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2072696.000000 Penalty: 2906.636230
	Iteration 13Q: 3 clusters Score -2072696 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2073146.500000 Penalty: 2906.636230
	Iteration 14Q: 3 clusters Score -2073146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2073464.625000 Penalty: 2906.636230
	Iteration 15Q: 3 clusters Score -2073465 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2073700.000000 Penalty: 2906.636230
	Iteration 16Q: 3 clusters Score -2073700 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2073883.625000 Penalty: 2906.636230
	Iteration 17Q: 3 clusters Score -2073884 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2074009.625000 Penalty: 2906.636230
	Iteration 18Q: 3 clusters Score -2074010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2074110.750000 Penalty: 2906.636230
	Iteration 19Q: 3 clusters Score -2074111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2074181.125000 Penalty: 2906.636230
	Iteration 20F: 3 clusters Score -2074181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2074219.625000 Penalty: 2906.636230
	Iteration 21Q: 3 clusters Score -2074220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2074253.750000 Penalty: 2906.636230
	Iteration 22Q: 3 clusters Score -2074254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2074277.125000 Penalty: 2906.636230
	Iteration 23Q: 3 clusters Score -2074277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2074297.875000 Penalty: 2906.636230
	Iteration 24Q: 3 clusters Score -2074298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2074320.875000 Penalty: 2906.636230
	Iteration 25Q: 3 clusters Score -2074321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2074344.000000 Penalty: 2906.636230
	Iteration 26Q: 3 clusters Score -2074344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2074353.875000 Penalty: 2906.636230
	Iteration 27Q: 3 clusters Score -2074354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2074364.625000 Penalty: 2906.636230
	Iteration 28Q: 3 clusters Score -2074365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2074373.000000 Penalty: 2906.636230
	Iteration 29Q: 3 clusters Score -2074373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2074394.125000 Penalty: 2906.636230
	Iteration 30Q: 3 clusters Score -2074394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2074401.500000 Penalty: 2906.636230
	Iteration 31Q: 3 clusters Score -2074402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2074413.500000 Penalty: 2906.636230
	Iteration 32Q: 3 clusters Score -2074414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2074413.750000 Penalty: 2906.636230
	Iteration 33Q: 3 clusters Score -2074414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2074419.875000 Penalty: 2906.636230
	Iteration 34Q: 3 clusters Score -2074420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2074419.875000 Penalty: 2906.636230
	Iteration 35Q: 3 clusters Score -2074420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2074421.375000 Penalty: 2906.636230
	Iteration 36Q: 3 clusters Score -2074421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2074425.625000 Penalty: 2906.636230
	Iteration 37Q: 3 clusters Score -2074426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2074426.625000 Penalty: 2906.636230
	Iteration 38Q: 3 clusters Score -2074427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2074425.750000 Penalty: 2906.636230
	Iteration 39Q: 3 clusters Score -2074426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2074426.875000 Penalty: 2906.636230
	Iteration 40F: 3 clusters Score -2074427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -541739.875000 Penalty: 1263.621582
	Iteration 0F: 2 clusters Score -541739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -538149.062500 Penalty: 2527.243164
	Iteration 0F: 3 clusters Score -538149.1 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -539162.062500 Penalty: 2527.243164
	Iteration 1F: 3 clusters Score -539162.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -539379.812500 Penalty: 2527.243164
	Iteration 2F: 3 clusters Score -539379.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -539512.125000 Penalty: 2527.243164
	Iteration 3F: 3 clusters Score -539512.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -539605.312500 Penalty: 2527.243164
	Iteration 4Q: 3 clusters Score -539605.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -539665.437500 Penalty: 2527.243164
	Iteration 5Q: 3 clusters Score -539665.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -539697.062500 Penalty: 2527.243164
	Iteration 6Q: 3 clusters Score -539697.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -539721.625000 Penalty: 2527.243164
	Iteration 7Q: 3 clusters Score -539721.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -539738.875000 Penalty: 2527.243164
	Iteration 8Q: 3 clusters Score -539738.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -539755.250000 Penalty: 2527.243164
	Iteration 9Q: 3 clusters Score -539755.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -539773.250000 Penalty: 2527.243164
	Iteration 10Q: 3 clusters Score -539773.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -539787.125000 Penalty: 2527.243164
	Iteration 11Q: 3 clusters Score -539787.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -539804.312500 Penalty: 2527.243164
	Iteration 12Q: 3 clusters Score -539804.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -539818.312500 Penalty: 2527.243164
	Iteration 13Q: 3 clusters Score -539818.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -539827.125000 Penalty: 2527.243164
	Iteration 14Q: 3 clusters Score -539827.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -539836.000000 Penalty: 2527.243164
	Iteration 15Q: 3 clusters Score -539836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -539846.062500 Penalty: 2527.243164
	Iteration 16Q: 3 clusters Score -539846.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -539854.687500 Penalty: 2527.243164
	Iteration 17Q: 3 clusters Score -539854.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -539865.750000 Penalty: 2527.243164
	Iteration 18Q: 3 clusters Score -539865.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -539877.062500 Penalty: 2527.243164
	Iteration 19Q: 3 clusters Score -539877.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -539885.937500 Penalty: 2527.243164
	Iteration 20F: 3 clusters Score -539885.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -539891.687500 Penalty: 2527.243164
	Iteration 21Q: 3 clusters Score -539891.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -539898.250000 Penalty: 2527.243164
	Iteration 22Q: 3 clusters Score -539898.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -539905.187500 Penalty: 2527.243164
	Iteration 23Q: 3 clusters Score -539905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -539909.687500 Penalty: 2527.243164
	Iteration 24Q: 3 clusters Score -539909.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -539916.375000 Penalty: 2527.243164
	Iteration 25Q: 3 clusters Score -539916.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -539920.562500 Penalty: 2527.243164
	Iteration 26Q: 3 clusters Score -539920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -539923.812500 Penalty: 2527.243164
	Iteration 27Q: 3 clusters Score -539923.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -539926.625000 Penalty: 2527.243164
	Iteration 28Q: 3 clusters Score -539926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -539927.687500 Penalty: 2527.243164
	Iteration 29Q: 3 clusters Score -539927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -539928.000000 Penalty: 2527.243164
	Iteration 30Q: 3 clusters Score -539928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -539928.937500 Penalty: 2527.243164
	Iteration 31Q: 3 clusters Score -539928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -539928.687500 Penalty: 2527.243164
	Iteration 32Q: 3 clusters Score -539928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -539928.687500 Penalty: 2527.243164
	Iteration 33F: 3 clusters Score -539928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -753192.812500 Penalty: 1311.727051
	Iteration 0F: 2 clusters Score -753192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -748433.125000 Penalty: 2623.454102
	Iteration 0F: 3 clusters Score -748433.1 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -749897.437500 Penalty: 2623.454102
	Iteration 1F: 3 clusters Score -749897.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -750140.937500 Penalty: 2623.454102
	Iteration 2F: 3 clusters Score -750140.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -750339.125000 Penalty: 2623.454102
	Iteration 3F: 3 clusters Score -750339.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -750482.812500 Penalty: 2623.454102
	Iteration 4Q: 3 clusters Score -750482.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -750605.125000 Penalty: 2623.454102
	Iteration 5Q: 3 clusters Score -750605.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -750691.812500 Penalty: 2623.454102
	Iteration 6Q: 3 clusters Score -750691.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -750743.750000 Penalty: 2623.454102
	Iteration 7Q: 3 clusters Score -750743.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -750794.250000 Penalty: 2623.454102
	Iteration 8Q: 3 clusters Score -750794.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -750842.750000 Penalty: 2623.454102
	Iteration 9Q: 3 clusters Score -750842.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -750888.062500 Penalty: 2623.454102
	Iteration 10Q: 3 clusters Score -750888.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -750934.437500 Penalty: 2623.454102
	Iteration 11Q: 3 clusters Score -750934.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -750973.937500 Penalty: 2623.454102
	Iteration 12Q: 3 clusters Score -750973.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -751006.125000 Penalty: 2623.454102
	Iteration 13Q: 3 clusters Score -751006.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -751042.250000 Penalty: 2623.454102
	Iteration 14Q: 3 clusters Score -751042.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -751083.500000 Penalty: 2623.454102
	Iteration 15Q: 3 clusters Score -751083.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -751132.375000 Penalty: 2623.454102
	Iteration 16Q: 3 clusters Score -751132.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -751190.812500 Penalty: 2623.454102
	Iteration 17Q: 3 clusters Score -751190.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -751255.312500 Penalty: 2623.454102
	Iteration 18Q: 3 clusters Score -751255.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -751318.687500 Penalty: 2623.454102
	Iteration 19Q: 3 clusters Score -751318.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -751386.812500 Penalty: 2623.454102
	Iteration 20F: 3 clusters Score -751386.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -751464.062500 Penalty: 2623.454102
	Iteration 21Q: 3 clusters Score -751464.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -751567.625000 Penalty: 2623.454102
	Iteration 22Q: 3 clusters Score -751567.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -751666.437500 Penalty: 2623.454102
	Iteration 23Q: 3 clusters Score -751666.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -751773.250000 Penalty: 2623.454102
	Iteration 24Q: 3 clusters Score -751773.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -751842.750000 Penalty: 2623.454102
	Iteration 25Q: 3 clusters Score -751842.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -751905.687500 Penalty: 2623.454102
	Iteration 26Q: 3 clusters Score -751905.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -751957.937500 Penalty: 2623.454102
	Iteration 27Q: 3 clusters Score -751957.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -752012.750000 Penalty: 2623.454102
	Iteration 28Q: 3 clusters Score -752012.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -752059.312500 Penalty: 2623.454102
	Iteration 29Q: 3 clusters Score -752059.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -752093.500000 Penalty: 2623.454102
	Iteration 30Q: 3 clusters Score -752093.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -752119.312500 Penalty: 2623.454102
	Iteration 31Q: 3 clusters Score -752119.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -752138.625000 Penalty: 2623.454102
	Iteration 32Q: 3 clusters Score -752138.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -752150.937500 Penalty: 2623.454102
	Iteration 33Q: 3 clusters Score -752150.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -752163.312500 Penalty: 2623.454102
	Iteration 34Q: 3 clusters Score -752163.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -752176.750000 Penalty: 2623.454102
	Iteration 35Q: 3 clusters Score -752176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -752180.875000 Penalty: 2623.454102
	Iteration 36Q: 3 clusters Score -752180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -752194.437500 Penalty: 2623.454102
	Iteration 37Q: 3 clusters Score -752194.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -752201.562500 Penalty: 2623.454102
	Iteration 38Q: 3 clusters Score -752201.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -752210.937500 Penalty: 2623.454102
	Iteration 39Q: 3 clusters Score -752210.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -752220.187500 Penalty: 2623.454102
	Iteration 40F: 3 clusters Score -752220.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -752228.625000 Penalty: 2623.454102
	Iteration 41Q: 3 clusters Score -752228.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -752236.875000 Penalty: 2623.454102
	Iteration 42Q: 3 clusters Score -752236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -752241.500000 Penalty: 2623.454102
	Iteration 43Q: 3 clusters Score -752241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -752242.500000 Penalty: 2623.454102
	Iteration 44Q: 3 clusters Score -752242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -752249.250000 Penalty: 2623.454102
	Iteration 45Q: 3 clusters Score -752249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -752255.062500 Penalty: 2623.454102
	Iteration 46Q: 3 clusters Score -752255.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -752259.250000 Penalty: 2623.454102
	Iteration 47Q: 3 clusters Score -752259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -752261.875000 Penalty: 2623.454102
	Iteration 48Q: 3 clusters Score -752261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -752265.312500 Penalty: 2623.454102
	Iteration 49Q: 3 clusters Score -752265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -752266.125000 Penalty: 2623.454102
	Iteration 50Q: 3 clusters Score -752266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -752267.375000 Penalty: 2623.454102
	Iteration 51Q: 3 clusters Score -752267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -752269.312500 Penalty: 2623.454102
	Iteration 52Q: 3 clusters Score -752269.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -752273.687500 Penalty: 2623.454102
	Iteration 53Q: 3 clusters Score -752273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -752275.750000 Penalty: 2623.454102
	Iteration 54Q: 3 clusters Score -752275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -752276.562500 Penalty: 2623.454102
	Iteration 55Q: 3 clusters Score -752276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -752279.437500 Penalty: 2623.454102
	Iteration 56Q: 3 clusters Score -752279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -752282.250000 Penalty: 2623.454102
	Iteration 57Q: 3 clusters Score -752282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -752282.812500 Penalty: 2623.454102
	Iteration 58Q: 3 clusters Score -752282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -752285.625000 Penalty: 2623.454102
	Iteration 59Q: 3 clusters Score -752285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -752288.625000 Penalty: 2623.454102
	Iteration 60F: 3 clusters Score -752288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -752290.500000 Penalty: 2623.454102
	Iteration 61Q: 3 clusters Score -752290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -752291.562500 Penalty: 2623.454102
	Iteration 62Q: 3 clusters Score -752291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -752292.312500 Penalty: 2623.454102
	Iteration 63Q: 3 clusters Score -752292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -752295.437500 Penalty: 2623.454102
	Iteration 64Q: 3 clusters Score -752295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -752296.625000 Penalty: 2623.454102
	Iteration 65Q: 3 clusters Score -752296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -752295.500000 Penalty: 2623.454102
	Iteration 66Q: 3 clusters Score -752295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -752296.312500 Penalty: 2623.454102
	Iteration 67Q: 3 clusters Score -752296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -752297.437500 Penalty: 2623.454102
	Iteration 68Q: 3 clusters Score -752297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -752300.312500 Penalty: 2623.454102
	Iteration 69Q: 3 clusters Score -752300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -752303.500000 Penalty: 2623.454102
	Iteration 70Q: 3 clusters Score -752303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -752308.375000 Penalty: 2623.454102
	Iteration 71Q: 3 clusters Score -752308.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -752312.500000 Penalty: 2623.454102
	Iteration 72Q: 3 clusters Score -752312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -752314.750000 Penalty: 2623.454102
	Iteration 73Q: 3 clusters Score -752314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -752316.562500 Penalty: 2623.454102
	Iteration 74Q: 3 clusters Score -752316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -752319.312500 Penalty: 2623.454102
	Iteration 75Q: 3 clusters Score -752319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -752319.437500 Penalty: 2623.454102
	Iteration 76Q: 3 clusters Score -752319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -752323.000000 Penalty: 2623.454102
	Iteration 77Q: 3 clusters Score -752323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -752328.250000 Penalty: 2623.454102
	Iteration 78Q: 3 clusters Score -752328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -752334.375000 Penalty: 2623.454102
	Iteration 79Q: 3 clusters Score -752334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -752340.125000 Penalty: 2623.454102
	Iteration 80F: 3 clusters Score -752340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -752340.687500 Penalty: 2623.454102
	Iteration 81Q: 3 clusters Score -752340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -752344.062500 Penalty: 2623.454102
	Iteration 82Q: 3 clusters Score -752344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -752342.750000 Penalty: 2623.454102
	Iteration 83Q: 3 clusters Score -752342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -752345.875000 Penalty: 2623.454102
	Iteration 84Q: 3 clusters Score -752345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -752346.500000 Penalty: 2623.454102
	Iteration 85Q: 3 clusters Score -752346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -752344.750000 Penalty: 2623.454102
	Iteration 86Q: 3 clusters Score -752344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -752344.750000 Penalty: 2623.454102
	Iteration 87F: 3 clusters Score -752344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Entering Unmasked Estep 
Score: -1505908.375000 Penalty: 1415.264404
	Iteration 0F: 2 clusters Score -1505908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1497011.125000 Penalty: 2830.528809
	Iteration 0F: 3 clusters Score -1497011 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1500014.125000 Penalty: 2830.528809
	Iteration 1F: 3 clusters Score -1500014 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1500455.875000 Penalty: 2830.528809
	Iteration 2F: 3 clusters Score -1500456 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1500846.500000 Penalty: 2830.528809
	Iteration 3F: 3 clusters Score -1500846 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1501195.000000 Penalty: 2830.528809
	Iteration 4F: 3 clusters Score -1501195 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1501512.250000 Penalty: 2830.528809
	Iteration 5Q: 3 clusters Score -1501512 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1501821.250000 Penalty: 2830.528809
	Iteration 6Q: 3 clusters Score -1501821 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1502153.375000 Penalty: 2830.528809
	Iteration 7Q: 3 clusters Score -1502153 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1502457.000000 Penalty: 2830.528809
	Iteration 8Q: 3 clusters Score -1502457 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1502770.625000 Penalty: 2830.528809
	Iteration 9Q: 3 clusters Score -1502771 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1503062.500000 Penalty: 2830.528809
	Iteration 10Q: 3 clusters Score -1503062 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1503327.750000 Penalty: 2830.528809
	Iteration 11Q: 3 clusters Score -1503328 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1503535.625000 Penalty: 2830.528809
	Iteration 12Q: 3 clusters Score -1503536 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1503704.375000 Penalty: 2830.528809
	Iteration 13Q: 3 clusters Score -1503704 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1503830.750000 Penalty: 2830.528809
	Iteration 14Q: 3 clusters Score -1503831 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1503937.250000 Penalty: 2830.528809
	Iteration 15Q: 3 clusters Score -1503937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1504010.750000 Penalty: 2830.528809
	Iteration 16Q: 3 clusters Score -1504011 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1504043.500000 Penalty: 2830.528809
	Iteration 17Q: 3 clusters Score -1504044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1504074.625000 Penalty: 2830.528809
	Iteration 18Q: 3 clusters Score -1504075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1504104.125000 Penalty: 2830.528809
	Iteration 19Q: 3 clusters Score -1504104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1504119.125000 Penalty: 2830.528809
	Iteration 20F: 3 clusters Score -1504119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1504139.500000 Penalty: 2830.528809
	Iteration 21Q: 3 clusters Score -1504140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1504152.250000 Penalty: 2830.528809
	Iteration 22Q: 3 clusters Score -1504152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1504158.250000 Penalty: 2830.528809
	Iteration 23Q: 3 clusters Score -1504158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1504168.250000 Penalty: 2830.528809
	Iteration 24Q: 3 clusters Score -1504168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1504176.500000 Penalty: 2830.528809
	Iteration 25Q: 3 clusters Score -1504176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1504192.250000 Penalty: 2830.528809
	Iteration 26Q: 3 clusters Score -1504192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1504199.250000 Penalty: 2830.528809
	Iteration 27Q: 3 clusters Score -1504199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1504209.000000 Penalty: 2830.528809
	Iteration 28Q: 3 clusters Score -1504209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1504222.750000 Penalty: 2830.528809
	Iteration 29Q: 3 clusters Score -1504223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1504230.000000 Penalty: 2830.528809
	Iteration 30Q: 3 clusters Score -1504230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1504238.250000 Penalty: 2830.528809
	Iteration 31Q: 3 clusters Score -1504238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1504249.750000 Penalty: 2830.528809
	Iteration 32Q: 3 clusters Score -1504250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1504259.125000 Penalty: 2830.528809
	Iteration 33Q: 3 clusters Score -1504259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1504273.375000 Penalty: 2830.528809
	Iteration 34Q: 3 clusters Score -1504273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1504279.500000 Penalty: 2830.528809
	Iteration 35Q: 3 clusters Score -1504280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1504292.625000 Penalty: 2830.528809
	Iteration 36Q: 3 clusters Score -1504293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1504300.625000 Penalty: 2830.528809
	Iteration 37Q: 3 clusters Score -1504301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1504302.125000 Penalty: 2830.528809
	Iteration 38Q: 3 clusters Score -1504302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1504310.375000 Penalty: 2830.528809
	Iteration 39Q: 3 clusters Score -1504310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1504320.250000 Penalty: 2830.528809
	Iteration 40F: 3 clusters Score -1504320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1504327.750000 Penalty: 2830.528809
	Iteration 41Q: 3 clusters Score -1504328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1504336.750000 Penalty: 2830.528809
	Iteration 42Q: 3 clusters Score -1504337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1504347.375000 Penalty: 2830.528809
	Iteration 43Q: 3 clusters Score -1504347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1504348.250000 Penalty: 2830.528809
	Iteration 44Q: 3 clusters Score -1504348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1504349.625000 Penalty: 2830.528809
	Iteration 45Q: 3 clusters Score -1504350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1504360.500000 Penalty: 2830.528809
	Iteration 46Q: 3 clusters Score -1504360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1504363.000000 Penalty: 2830.528809
	Iteration 47Q: 3 clusters Score -1504363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1504366.875000 Penalty: 2830.528809
	Iteration 48Q: 3 clusters Score -1504367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1504372.000000 Penalty: 2830.528809
	Iteration 49Q: 3 clusters Score -1504372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1504372.500000 Penalty: 2830.528809
	Iteration 50Q: 3 clusters Score -1504372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1504378.375000 Penalty: 2830.528809
	Iteration 51Q: 3 clusters Score -1504378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1504380.750000 Penalty: 2830.528809
	Iteration 52Q: 3 clusters Score -1504381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1504383.375000 Penalty: 2830.528809
	Iteration 53Q: 3 clusters Score -1504383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1504393.750000 Penalty: 2830.528809
	Iteration 54Q: 3 clusters Score -1504394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1504397.625000 Penalty: 2830.528809
	Iteration 55Q: 3 clusters Score -1504398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1504402.500000 Penalty: 2830.528809
	Iteration 56Q: 3 clusters Score -1504402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1504412.125000 Penalty: 2830.528809
	Iteration 57Q: 3 clusters Score -1504412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1504412.000000 Penalty: 2830.528809
	Iteration 58Q: 3 clusters Score -1504412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1504418.000000 Penalty: 2830.528809
	Iteration 59Q: 3 clusters Score -1504418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1504422.125000 Penalty: 2830.528809
	Iteration 60F: 3 clusters Score -1504422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1504432.875000 Penalty: 2830.528809
	Iteration 61Q: 3 clusters Score -1504433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1504445.000000 Penalty: 2830.528809
	Iteration 62Q: 3 clusters Score -1504445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1504450.250000 Penalty: 2830.528809
	Iteration 63Q: 3 clusters Score -1504450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1504460.625000 Penalty: 2830.528809
	Iteration 64Q: 3 clusters Score -1504461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1504464.875000 Penalty: 2830.528809
	Iteration 65Q: 3 clusters Score -1504465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1504467.875000 Penalty: 2830.528809
	Iteration 66Q: 3 clusters Score -1504468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1504471.250000 Penalty: 2830.528809
	Iteration 67Q: 3 clusters Score -1504471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1504477.750000 Penalty: 2830.528809
	Iteration 68Q: 3 clusters Score -1504478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1504483.125000 Penalty: 2830.528809
	Iteration 69Q: 3 clusters Score -1504483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1504489.375000 Penalty: 2830.528809
	Iteration 70Q: 3 clusters Score -1504489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1504494.000000 Penalty: 2830.528809
	Iteration 71Q: 3 clusters Score -1504494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1504499.250000 Penalty: 2830.528809
	Iteration 72Q: 3 clusters Score -1504499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1504503.125000 Penalty: 2830.528809
	Iteration 73Q: 3 clusters Score -1504503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1504502.875000 Penalty: 2830.528809
	Iteration 74Q: 3 clusters Score -1504503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1504505.750000 Penalty: 2830.528809
	Iteration 75Q: 3 clusters Score -1504506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1504510.125000 Penalty: 2830.528809
	Iteration 76Q: 3 clusters Score -1504510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1504509.500000 Penalty: 2830.528809
	Iteration 77Q: 3 clusters Score -1504510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1504510.125000 Penalty: 2830.528809
	Iteration 78Q: 3 clusters Score -1504510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1504507.875000 Penalty: 2830.528809
	Iteration 79Q: 3 clusters Score -1504508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1504512.000000 Penalty: 2830.528809
	Iteration 80F: 3 clusters Score -1504512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1504513.000000 Penalty: 2830.528809
	Iteration 81Q: 3 clusters Score -1504513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1504516.125000 Penalty: 2830.528809
	Iteration 82Q: 3 clusters Score -1504516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1504520.125000 Penalty: 2830.528809
	Iteration 83Q: 3 clusters Score -1504520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1504521.000000 Penalty: 2830.528809
	Iteration 84Q: 3 clusters Score -1504521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1504522.000000 Penalty: 2830.528809
	Iteration 85Q: 3 clusters Score -1504522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1504524.875000 Penalty: 2830.528809
	Iteration 86Q: 3 clusters Score -1504525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1504527.500000 Penalty: 2830.528809
	Iteration 87Q: 3 clusters Score -1504528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1504534.125000 Penalty: 2830.528809
	Iteration 88Q: 3 clusters Score -1504534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1504532.125000 Penalty: 2830.528809
	Iteration 89Q: 3 clusters Score -1504532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1504534.625000 Penalty: 2830.528809
	Iteration 90Q: 3 clusters Score -1504535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1504535.000000 Penalty: 2830.528809
	Iteration 91Q: 3 clusters Score -1504535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1504535.875000 Penalty: 2830.528809
	Iteration 92Q: 3 clusters Score -1504536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1504540.250000 Penalty: 2830.528809
	Iteration 93Q: 3 clusters Score -1504540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1504544.750000 Penalty: 2830.528809
	Iteration 94Q: 3 clusters Score -1504545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1504544.625000 Penalty: 2830.528809
	Iteration 95Q: 3 clusters Score -1504545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1504545.375000 Penalty: 2830.528809
	Iteration 96Q: 3 clusters Score -1504545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1504553.000000 Penalty: 2830.528809
	Iteration 97Q: 3 clusters Score -1504553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1504551.875000 Penalty: 2830.528809
	Iteration 98Q: 3 clusters Score -1504552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1504552.375000 Penalty: 2830.528809
	Iteration 99Q: 3 clusters Score -1504552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1504552.375000 Penalty: 2830.528809
	Iteration 100F: 3 clusters Score -1504552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -33113.328125 Penalty: 915.209717
	Iteration 0F: 2 clusters Score -33113.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32279.705078 Penalty: 1830.419434
	Iteration 0F: 3 clusters Score -32279.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32828.113281 Penalty: 1830.419434
	Iteration 1F: 3 clusters Score -32828.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33070.152344 Penalty: 1830.419434
	Iteration 2F: 3 clusters Score -33070.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33122.652344 Penalty: 1830.419434
	Iteration 3Q: 3 clusters Score -33122.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33140.777344 Penalty: 1830.419434
	Iteration 4Q: 3 clusters Score -33140.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33160.820312 Penalty: 1830.419434
	Iteration 5Q: 3 clusters Score -33160.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33179.855469 Penalty: 1830.419434
	Iteration 6Q: 3 clusters Score -33179.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33213.023438 Penalty: 1830.419434
	Iteration 7Q: 3 clusters Score -33213.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33224.562500 Penalty: 1830.419434
	Iteration 8Q: 3 clusters Score -33224.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33233.558594 Penalty: 1830.419434
	Iteration 9Q: 3 clusters Score -33233.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33233.558594 Penalty: 1830.419434
	Iteration 10F: 3 clusters Score -33233.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 23956 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55883 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 283 members 
Entering Unmasked Estep 
Score: -111066968.000000 Penalty: 119266.046875
Splitting cluster 9 changes total score from -111068072.000000 to -111066968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -471852.250000 Penalty: 1239.954834
	Iteration 0F: 2 clusters Score -471852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -468620.937500 Penalty: 2479.909668
	Iteration 0F: 3 clusters Score -468620.9 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -469515.406250 Penalty: 2479.909668
	Iteration 1F: 3 clusters Score -469515.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -469685.843750 Penalty: 2479.909668
	Iteration 2F: 3 clusters Score -469685.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -469782.093750 Penalty: 2479.909668
	Iteration 3Q: 3 clusters Score -469782.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -469851.812500 Penalty: 2479.909668
	Iteration 4Q: 3 clusters Score -469851.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -469916.156250 Penalty: 2479.909668
	Iteration 5Q: 3 clusters Score -469916.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -469965.718750 Penalty: 2479.909668
	Iteration 6Q: 3 clusters Score -469965.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -469999.031250 Penalty: 2479.909668
	Iteration 7Q: 3 clusters Score -469999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -470031.781250 Penalty: 2479.909668
	Iteration 8Q: 3 clusters Score -470031.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -470067.687500 Penalty: 2479.909668
	Iteration 9Q: 3 clusters Score -470067.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -470104.531250 Penalty: 2479.909668
	Iteration 10Q: 3 clusters Score -470104.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -470141.250000 Penalty: 2479.909668
	Iteration 11Q: 3 clusters Score -470141.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -470179.593750 Penalty: 2479.909668
	Iteration 12Q: 3 clusters Score -470179.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -470216.937500 Penalty: 2479.909668
	Iteration 13Q: 3 clusters Score -470216.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -470250.687500 Penalty: 2479.909668
	Iteration 14Q: 3 clusters Score -470250.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -470282.406250 Penalty: 2479.909668
	Iteration 15Q: 3 clusters Score -470282.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -470317.375000 Penalty: 2479.909668
	Iteration 16Q: 3 clusters Score -470317.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -470352.156250 Penalty: 2479.909668
	Iteration 17Q: 3 clusters Score -470352.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -470375.687500 Penalty: 2479.909668
	Iteration 18Q: 3 clusters Score -470375.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -470405.843750 Penalty: 2479.909668
	Iteration 19Q: 3 clusters Score -470405.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -470431.000000 Penalty: 2479.909668
	Iteration 20F: 3 clusters Score -470431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -470461.218750 Penalty: 2479.909668
	Iteration 21Q: 3 clusters Score -470461.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -470496.875000 Penalty: 2479.909668
	Iteration 22Q: 3 clusters Score -470496.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -470542.187500 Penalty: 2479.909668
	Iteration 23Q: 3 clusters Score -470542.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -470576.468750 Penalty: 2479.909668
	Iteration 24Q: 3 clusters Score -470576.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -470606.093750 Penalty: 2479.909668
	Iteration 25Q: 3 clusters Score -470606.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -470631.468750 Penalty: 2479.909668
	Iteration 26Q: 3 clusters Score -470631.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -470652.937500 Penalty: 2479.909668
	Iteration 27Q: 3 clusters Score -470652.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -470675.343750 Penalty: 2479.909668
	Iteration 28Q: 3 clusters Score -470675.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -470696.968750 Penalty: 2479.909668
	Iteration 29Q: 3 clusters Score -470697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -470717.218750 Penalty: 2479.909668
	Iteration 30Q: 3 clusters Score -470717.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -470735.625000 Penalty: 2479.909668
	Iteration 31Q: 3 clusters Score -470735.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -470759.875000 Penalty: 2479.909668
	Iteration 32Q: 3 clusters Score -470759.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -470782.312500 Penalty: 2479.909668
	Iteration 33Q: 3 clusters Score -470782.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -470806.781250 Penalty: 2479.909668
	Iteration 34Q: 3 clusters Score -470806.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -470822.312500 Penalty: 2479.909668
	Iteration 35Q: 3 clusters Score -470822.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -470828.937500 Penalty: 2479.909668
	Iteration 36Q: 3 clusters Score -470828.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -470838.375000 Penalty: 2479.909668
	Iteration 37Q: 3 clusters Score -470838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -470852.156250 Penalty: 2479.909668
	Iteration 38Q: 3 clusters Score -470852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -470858.500000 Penalty: 2479.909668
	Iteration 39Q: 3 clusters Score -470858.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -470866.625000 Penalty: 2479.909668
	Iteration 40F: 3 clusters Score -470866.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -470875.250000 Penalty: 2479.909668
	Iteration 41Q: 3 clusters Score -470875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -470883.625000 Penalty: 2479.909668
	Iteration 42Q: 3 clusters Score -470883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -470887.156250 Penalty: 2479.909668
	Iteration 43Q: 3 clusters Score -470887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -470889.937500 Penalty: 2479.909668
	Iteration 44Q: 3 clusters Score -470889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -470891.218750 Penalty: 2479.909668
	Iteration 45Q: 3 clusters Score -470891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -470891.968750 Penalty: 2479.909668
	Iteration 46Q: 3 clusters Score -470892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -470893.343750 Penalty: 2479.909668
	Iteration 47Q: 3 clusters Score -470893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -470893.343750 Penalty: 2479.909668
	Iteration 48F: 3 clusters Score -470893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Entering Unmasked Estep 
Score: -2278923.750000 Penalty: 1474.795166
	Iteration 0F: 2 clusters Score -2278924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2265802.500000 Penalty: 2949.590332
	Iteration 0F: 3 clusters Score -2265802 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2270437.750000 Penalty: 2949.590332
	Iteration 1F: 3 clusters Score -2270438 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2270808.000000 Penalty: 2949.590332
	Iteration 2F: 3 clusters Score -2270808 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2271112.250000 Penalty: 2949.590332
	Iteration 3Q: 3 clusters Score -2271112 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2271367.250000 Penalty: 2949.590332
	Iteration 4Q: 3 clusters Score -2271367 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2271563.250000 Penalty: 2949.590332
	Iteration 5Q: 3 clusters Score -2271563 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2271772.500000 Penalty: 2949.590332
	Iteration 6Q: 3 clusters Score -2271772 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2271985.250000 Penalty: 2949.590332
	Iteration 7Q: 3 clusters Score -2271985 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2272222.250000 Penalty: 2949.590332
	Iteration 8Q: 3 clusters Score -2272222 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2272483.000000 Penalty: 2949.590332
	Iteration 9Q: 3 clusters Score -2272483 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2272831.750000 Penalty: 2949.590332
	Iteration 10Q: 3 clusters Score -2272832 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2273271.000000 Penalty: 2949.590332
	Iteration 11Q: 3 clusters Score -2273271 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2273820.250000 Penalty: 2949.590332
	Iteration 12Q: 3 clusters Score -2273820 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2274481.750000 Penalty: 2949.590332
	Iteration 13Q: 3 clusters Score -2274482 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2275153.250000 Penalty: 2949.590332
	Iteration 14Q: 3 clusters Score -2275153 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2275715.000000 Penalty: 2949.590332
	Iteration 15Q: 3 clusters Score -2275715 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2276203.000000 Penalty: 2949.590332
	Iteration 16Q: 3 clusters Score -2276203 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2276534.250000 Penalty: 2949.590332
	Iteration 17Q: 3 clusters Score -2276534 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2276781.500000 Penalty: 2949.590332
	Iteration 18Q: 3 clusters Score -2276782 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2276955.000000 Penalty: 2949.590332
	Iteration 19Q: 3 clusters Score -2276955 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2277098.500000 Penalty: 2949.590332
	Iteration 20F: 3 clusters Score -2277098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2277215.500000 Penalty: 2949.590332
	Iteration 21Q: 3 clusters Score -2277216 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2277303.000000 Penalty: 2949.590332
	Iteration 22Q: 3 clusters Score -2277303 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2277392.250000 Penalty: 2949.590332
	Iteration 23Q: 3 clusters Score -2277392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2277461.000000 Penalty: 2949.590332
	Iteration 24Q: 3 clusters Score -2277461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2277508.250000 Penalty: 2949.590332
	Iteration 25Q: 3 clusters Score -2277508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2277546.000000 Penalty: 2949.590332
	Iteration 26Q: 3 clusters Score -2277546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2277579.750000 Penalty: 2949.590332
	Iteration 27Q: 3 clusters Score -2277580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2277616.500000 Penalty: 2949.590332
	Iteration 28Q: 3 clusters Score -2277616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2277657.750000 Penalty: 2949.590332
	Iteration 29Q: 3 clusters Score -2277658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2277684.750000 Penalty: 2949.590332
	Iteration 30Q: 3 clusters Score -2277685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2277703.000000 Penalty: 2949.590332
	Iteration 31Q: 3 clusters Score -2277703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2277715.000000 Penalty: 2949.590332
	Iteration 32Q: 3 clusters Score -2277715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2277726.750000 Penalty: 2949.590332
	Iteration 33Q: 3 clusters Score -2277727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2277732.500000 Penalty: 2949.590332
	Iteration 34Q: 3 clusters Score -2277732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2277739.500000 Penalty: 2949.590332
	Iteration 35Q: 3 clusters Score -2277740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2277746.500000 Penalty: 2949.590332
	Iteration 36Q: 3 clusters Score -2277746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2277750.750000 Penalty: 2949.590332
	Iteration 37Q: 3 clusters Score -2277751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2277753.500000 Penalty: 2949.590332
	Iteration 38Q: 3 clusters Score -2277754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2277759.250000 Penalty: 2949.590332
	Iteration 39Q: 3 clusters Score -2277759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2277761.500000 Penalty: 2949.590332
	Iteration 40F: 3 clusters Score -2277762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2277767.250000 Penalty: 2949.590332
	Iteration 41Q: 3 clusters Score -2277767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2277772.000000 Penalty: 2949.590332
	Iteration 42Q: 3 clusters Score -2277772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2277771.750000 Penalty: 2949.590332
	Iteration 43Q: 3 clusters Score -2277772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2277775.750000 Penalty: 2949.590332
	Iteration 44Q: 3 clusters Score -2277776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2277785.750000 Penalty: 2949.590332
	Iteration 45Q: 3 clusters Score -2277786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2277788.500000 Penalty: 2949.590332
	Iteration 46Q: 3 clusters Score -2277788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2277792.750000 Penalty: 2949.590332
	Iteration 47Q: 3 clusters Score -2277793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2277793.500000 Penalty: 2949.590332
	Iteration 48Q: 3 clusters Score -2277794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2277793.500000 Penalty: 2949.590332
	Iteration 49Q: 3 clusters Score -2277794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2277797.500000 Penalty: 2949.590332
	Iteration 50Q: 3 clusters Score -2277798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2277801.000000 Penalty: 2949.590332
	Iteration 51Q: 3 clusters Score -2277801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2277805.750000 Penalty: 2949.590332
	Iteration 52Q: 3 clusters Score -2277806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2277810.000000 Penalty: 2949.590332
	Iteration 53Q: 3 clusters Score -2277810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2277812.750000 Penalty: 2949.590332
	Iteration 54Q: 3 clusters Score -2277813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2277817.250000 Penalty: 2949.590332
	Iteration 55Q: 3 clusters Score -2277817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2277821.500000 Penalty: 2949.590332
	Iteration 56Q: 3 clusters Score -2277822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2277824.250000 Penalty: 2949.590332
	Iteration 57Q: 3 clusters Score -2277824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2277827.000000 Penalty: 2949.590332
	Iteration 58Q: 3 clusters Score -2277827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2277826.750000 Penalty: 2949.590332
	Iteration 59Q: 3 clusters Score -2277827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2277826.500000 Penalty: 2949.590332
	Iteration 60F: 3 clusters Score -2277826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2277827.000000 Penalty: 2949.590332
	Iteration 61Q: 3 clusters Score -2277827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2277827.000000 Penalty: 2949.590332
	Iteration 62F: 3 clusters Score -2277827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Entering Unmasked Estep 
Score: -865077.187500 Penalty: 1345.877563
	Iteration 0F: 2 clusters Score -865077.2 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 4183 members 
Entering Unmasked Estep 
Score: -859342.687500 Penalty: 2691.755127
	Iteration 0F: 3 clusters Score -859342.7 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -861248.375000 Penalty: 2691.755127
	Iteration 1F: 3 clusters Score -861248.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -861618.500000 Penalty: 2691.755127
	Iteration 2F: 3 clusters Score -861618.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -861910.500000 Penalty: 2691.755127
	Iteration 3F: 3 clusters Score -861910.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -862173.875000 Penalty: 2691.755127
	Iteration 4F: 3 clusters Score -862173.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -862428.937500 Penalty: 2691.755127
	Iteration 5Q: 3 clusters Score -862428.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -862631.125000 Penalty: 2691.755127
	Iteration 6Q: 3 clusters Score -862631.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -862789.937500 Penalty: 2691.755127
	Iteration 7Q: 3 clusters Score -862789.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -862947.562500 Penalty: 2691.755127
	Iteration 8Q: 3 clusters Score -862947.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -863092.187500 Penalty: 2691.755127
	Iteration 9Q: 3 clusters Score -863092.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -863197.687500 Penalty: 2691.755127
	Iteration 10Q: 3 clusters Score -863197.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -863272.437500 Penalty: 2691.755127
	Iteration 11Q: 3 clusters Score -863272.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -863347.000000 Penalty: 2691.755127
	Iteration 12Q: 3 clusters Score -863347 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -863421.562500 Penalty: 2691.755127
	Iteration 13Q: 3 clusters Score -863421.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -863477.000000 Penalty: 2691.755127
	Iteration 14Q: 3 clusters Score -863477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -863522.500000 Penalty: 2691.755127
	Iteration 15Q: 3 clusters Score -863522.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -863564.250000 Penalty: 2691.755127
	Iteration 16Q: 3 clusters Score -863564.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -863604.437500 Penalty: 2691.755127
	Iteration 17Q: 3 clusters Score -863604.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -863633.187500 Penalty: 2691.755127
	Iteration 18Q: 3 clusters Score -863633.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -863662.250000 Penalty: 2691.755127
	Iteration 19Q: 3 clusters Score -863662.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -863683.562500 Penalty: 2691.755127
	Iteration 20F: 3 clusters Score -863683.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -863701.500000 Penalty: 2691.755127
	Iteration 21Q: 3 clusters Score -863701.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -863717.500000 Penalty: 2691.755127
	Iteration 22Q: 3 clusters Score -863717.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -863730.437500 Penalty: 2691.755127
	Iteration 23Q: 3 clusters Score -863730.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -863744.312500 Penalty: 2691.755127
	Iteration 24Q: 3 clusters Score -863744.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -863753.000000 Penalty: 2691.755127
	Iteration 25Q: 3 clusters Score -863753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -863763.687500 Penalty: 2691.755127
	Iteration 26Q: 3 clusters Score -863763.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -863765.437500 Penalty: 2691.755127
	Iteration 27Q: 3 clusters Score -863765.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -863774.375000 Penalty: 2691.755127
	Iteration 28Q: 3 clusters Score -863774.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -863778.437500 Penalty: 2691.755127
	Iteration 29Q: 3 clusters Score -863778.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -863784.375000 Penalty: 2691.755127
	Iteration 30Q: 3 clusters Score -863784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -863791.500000 Penalty: 2691.755127
	Iteration 31Q: 3 clusters Score -863791.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -863804.187500 Penalty: 2691.755127
	Iteration 32Q: 3 clusters Score -863804.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -863815.000000 Penalty: 2691.755127
	Iteration 33Q: 3 clusters Score -863815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -863825.000000 Penalty: 2691.755127
	Iteration 34Q: 3 clusters Score -863825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -863831.375000 Penalty: 2691.755127
	Iteration 35Q: 3 clusters Score -863831.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -863838.250000 Penalty: 2691.755127
	Iteration 36Q: 3 clusters Score -863838.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -863843.375000 Penalty: 2691.755127
	Iteration 37Q: 3 clusters Score -863843.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -863845.875000 Penalty: 2691.755127
	Iteration 38Q: 3 clusters Score -863845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -863849.250000 Penalty: 2691.755127
	Iteration 39Q: 3 clusters Score -863849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -863853.500000 Penalty: 2691.755127
	Iteration 40F: 3 clusters Score -863853.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -863854.687500 Penalty: 2691.755127
	Iteration 41Q: 3 clusters Score -863854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -863857.312500 Penalty: 2691.755127
	Iteration 42Q: 3 clusters Score -863857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -863858.750000 Penalty: 2691.755127
	Iteration 43Q: 3 clusters Score -863858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -863859.812500 Penalty: 2691.755127
	Iteration 44Q: 3 clusters Score -863859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -863860.625000 Penalty: 2691.755127
	Iteration 45Q: 3 clusters Score -863860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -863862.187500 Penalty: 2691.755127
	Iteration 46Q: 3 clusters Score -863862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -863861.625000 Penalty: 2691.755127
	Iteration 47Q: 3 clusters Score -863861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -863863.187500 Penalty: 2691.755127
	Iteration 48Q: 3 clusters Score -863863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -863865.000000 Penalty: 2691.755127
	Iteration 49Q: 3 clusters Score -863865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -863865.250000 Penalty: 2691.755127
	Iteration 50Q: 3 clusters Score -863865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -863866.875000 Penalty: 2691.755127
	Iteration 51Q: 3 clusters Score -863866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -863866.875000 Penalty: 2691.755127
	Iteration 52F: 3 clusters Score -863866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Entering Unmasked Estep 
Score: -1080359.875000 Penalty: 1362.348389
	Iteration 0F: 2 clusters Score -1080360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1073904.125000 Penalty: 2724.696777
	Iteration 0F: 3 clusters Score -1073904 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1075975.875000 Penalty: 2724.696777
	Iteration 1F: 3 clusters Score -1075976 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1076297.875000 Penalty: 2724.696777
	Iteration 2F: 3 clusters Score -1076298 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1076574.875000 Penalty: 2724.696777
	Iteration 3F: 3 clusters Score -1076575 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1076811.375000 Penalty: 2724.696777
	Iteration 4Q: 3 clusters Score -1076811 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1077072.750000 Penalty: 2724.696777
	Iteration 5Q: 3 clusters Score -1077073 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1077336.125000 Penalty: 2724.696777
	Iteration 6Q: 3 clusters Score -1077336 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1077576.125000 Penalty: 2724.696777
	Iteration 7Q: 3 clusters Score -1077576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1077809.750000 Penalty: 2724.696777
	Iteration 8Q: 3 clusters Score -1077810 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1078062.125000 Penalty: 2724.696777
	Iteration 9Q: 3 clusters Score -1078062 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1078321.875000 Penalty: 2724.696777
	Iteration 10Q: 3 clusters Score -1078322 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1078541.500000 Penalty: 2724.696777
	Iteration 11Q: 3 clusters Score -1078542 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1078735.000000 Penalty: 2724.696777
	Iteration 12Q: 3 clusters Score -1078735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1078870.875000 Penalty: 2724.696777
	Iteration 13Q: 3 clusters Score -1078871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1078957.875000 Penalty: 2724.696777
	Iteration 14Q: 3 clusters Score -1078958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1079036.125000 Penalty: 2724.696777
	Iteration 15Q: 3 clusters Score -1079036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1079095.750000 Penalty: 2724.696777
	Iteration 16Q: 3 clusters Score -1079096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1079135.250000 Penalty: 2724.696777
	Iteration 17Q: 3 clusters Score -1079135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1079160.250000 Penalty: 2724.696777
	Iteration 18Q: 3 clusters Score -1079160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1079187.250000 Penalty: 2724.696777
	Iteration 19Q: 3 clusters Score -1079187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1079206.000000 Penalty: 2724.696777
	Iteration 20F: 3 clusters Score -1079206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1079220.375000 Penalty: 2724.696777
	Iteration 21Q: 3 clusters Score -1079220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1079234.250000 Penalty: 2724.696777
	Iteration 22Q: 3 clusters Score -1079234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1079251.500000 Penalty: 2724.696777
	Iteration 23Q: 3 clusters Score -1079252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1079264.375000 Penalty: 2724.696777
	Iteration 24Q: 3 clusters Score -1079264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1079275.375000 Penalty: 2724.696777
	Iteration 25Q: 3 clusters Score -1079275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1079284.125000 Penalty: 2724.696777
	Iteration 26Q: 3 clusters Score -1079284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1079293.375000 Penalty: 2724.696777
	Iteration 27Q: 3 clusters Score -1079293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1079305.500000 Penalty: 2724.696777
	Iteration 28Q: 3 clusters Score -1079306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1079317.750000 Penalty: 2724.696777
	Iteration 29Q: 3 clusters Score -1079318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1079333.875000 Penalty: 2724.696777
	Iteration 30Q: 3 clusters Score -1079334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1079339.500000 Penalty: 2724.696777
	Iteration 31Q: 3 clusters Score -1079340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1079349.625000 Penalty: 2724.696777
	Iteration 32Q: 3 clusters Score -1079350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1079354.750000 Penalty: 2724.696777
	Iteration 33Q: 3 clusters Score -1079355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1079360.250000 Penalty: 2724.696777
	Iteration 34Q: 3 clusters Score -1079360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1079364.875000 Penalty: 2724.696777
	Iteration 35Q: 3 clusters Score -1079365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1079371.375000 Penalty: 2724.696777
	Iteration 36Q: 3 clusters Score -1079371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1079378.250000 Penalty: 2724.696777
	Iteration 37Q: 3 clusters Score -1079378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1079382.000000 Penalty: 2724.696777
	Iteration 38Q: 3 clusters Score -1079382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1079384.375000 Penalty: 2724.696777
	Iteration 39Q: 3 clusters Score -1079384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1079386.875000 Penalty: 2724.696777
	Iteration 40F: 3 clusters Score -1079387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1079389.000000 Penalty: 2724.696777
	Iteration 41Q: 3 clusters Score -1079389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1079391.000000 Penalty: 2724.696777
	Iteration 42Q: 3 clusters Score -1079391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1079392.750000 Penalty: 2724.696777
	Iteration 43Q: 3 clusters Score -1079393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1079398.125000 Penalty: 2724.696777
	Iteration 44Q: 3 clusters Score -1079398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1079407.875000 Penalty: 2724.696777
	Iteration 45Q: 3 clusters Score -1079408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1079414.000000 Penalty: 2724.696777
	Iteration 46Q: 3 clusters Score -1079414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1079414.375000 Penalty: 2724.696777
	Iteration 47Q: 3 clusters Score -1079414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1079415.125000 Penalty: 2724.696777
	Iteration 48Q: 3 clusters Score -1079415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1079418.000000 Penalty: 2724.696777
	Iteration 49Q: 3 clusters Score -1079418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1079419.625000 Penalty: 2724.696777
	Iteration 50Q: 3 clusters Score -1079420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1079419.875000 Penalty: 2724.696777
	Iteration 51Q: 3 clusters Score -1079420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1079420.875000 Penalty: 2724.696777
	Iteration 52Q: 3 clusters Score -1079421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1079420.875000 Penalty: 2724.696777
	Iteration 53F: 3 clusters Score -1079421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Entering Unmasked Estep 
Score: -1261593.250000 Penalty: 1390.659912
	Iteration 0F: 2 clusters Score -1261593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1253928.625000 Penalty: 2781.319824
	Iteration 0F: 3 clusters Score -1253929 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1256622.375000 Penalty: 2781.319824
	Iteration 1F: 3 clusters Score -1256622 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1256967.125000 Penalty: 2781.319824
	Iteration 2F: 3 clusters Score -1256967 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1257231.000000 Penalty: 2781.319824
	Iteration 3Q: 3 clusters Score -1257231 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1257441.000000 Penalty: 2781.319824
	Iteration 4Q: 3 clusters Score -1257441 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1257649.875000 Penalty: 2781.319824
	Iteration 5Q: 3 clusters Score -1257650 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1257849.875000 Penalty: 2781.319824
	Iteration 6Q: 3 clusters Score -1257850 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1258058.250000 Penalty: 2781.319824
	Iteration 7Q: 3 clusters Score -1258058 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1258317.000000 Penalty: 2781.319824
	Iteration 8Q: 3 clusters Score -1258317 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1258601.750000 Penalty: 2781.319824
	Iteration 9Q: 3 clusters Score -1258602 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1258881.875000 Penalty: 2781.319824
	Iteration 10Q: 3 clusters Score -1258882 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1259139.250000 Penalty: 2781.319824
	Iteration 11Q: 3 clusters Score -1259139 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1259364.375000 Penalty: 2781.319824
	Iteration 12Q: 3 clusters Score -1259364 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1259544.625000 Penalty: 2781.319824
	Iteration 13Q: 3 clusters Score -1259545 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1259706.375000 Penalty: 2781.319824
	Iteration 14Q: 3 clusters Score -1259706 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1259869.375000 Penalty: 2781.319824
	Iteration 15Q: 3 clusters Score -1259869 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1260002.000000 Penalty: 2781.319824
	Iteration 16Q: 3 clusters Score -1260002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1260112.500000 Penalty: 2781.319824
	Iteration 17Q: 3 clusters Score -1260112 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1260213.625000 Penalty: 2781.319824
	Iteration 18Q: 3 clusters Score -1260214 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1260312.500000 Penalty: 2781.319824
	Iteration 19Q: 3 clusters Score -1260312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1260397.375000 Penalty: 2781.319824
	Iteration 20F: 3 clusters Score -1260397 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1260464.375000 Penalty: 2781.319824
	Iteration 21Q: 3 clusters Score -1260464 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1260505.750000 Penalty: 2781.319824
	Iteration 22Q: 3 clusters Score -1260506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1260540.750000 Penalty: 2781.319824
	Iteration 23Q: 3 clusters Score -1260541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1260582.625000 Penalty: 2781.319824
	Iteration 24Q: 3 clusters Score -1260583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1260604.375000 Penalty: 2781.319824
	Iteration 25Q: 3 clusters Score -1260604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1260627.625000 Penalty: 2781.319824
	Iteration 26Q: 3 clusters Score -1260628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1260648.625000 Penalty: 2781.319824
	Iteration 27Q: 3 clusters Score -1260649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1260662.625000 Penalty: 2781.319824
	Iteration 28Q: 3 clusters Score -1260663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1260682.000000 Penalty: 2781.319824
	Iteration 29Q: 3 clusters Score -1260682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1260703.250000 Penalty: 2781.319824
	Iteration 30Q: 3 clusters Score -1260703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1260721.500000 Penalty: 2781.319824
	Iteration 31Q: 3 clusters Score -1260722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1260734.375000 Penalty: 2781.319824
	Iteration 32Q: 3 clusters Score -1260734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1260752.500000 Penalty: 2781.319824
	Iteration 33Q: 3 clusters Score -1260752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1260763.500000 Penalty: 2781.319824
	Iteration 34Q: 3 clusters Score -1260764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1260767.500000 Penalty: 2781.319824
	Iteration 35Q: 3 clusters Score -1260768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1260777.375000 Penalty: 2781.319824
	Iteration 36Q: 3 clusters Score -1260777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1260786.500000 Penalty: 2781.319824
	Iteration 37Q: 3 clusters Score -1260786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1260793.500000 Penalty: 2781.319824
	Iteration 38Q: 3 clusters Score -1260794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1260801.375000 Penalty: 2781.319824
	Iteration 39Q: 3 clusters Score -1260801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1260808.500000 Penalty: 2781.319824
	Iteration 40F: 3 clusters Score -1260808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1260818.375000 Penalty: 2781.319824
	Iteration 41Q: 3 clusters Score -1260818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1260827.250000 Penalty: 2781.319824
	Iteration 42Q: 3 clusters Score -1260827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1260829.875000 Penalty: 2781.319824
	Iteration 43Q: 3 clusters Score -1260830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1260834.875000 Penalty: 2781.319824
	Iteration 44Q: 3 clusters Score -1260835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1260837.625000 Penalty: 2781.319824
	Iteration 45Q: 3 clusters Score -1260838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1260844.875000 Penalty: 2781.319824
	Iteration 46Q: 3 clusters Score -1260845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1260847.250000 Penalty: 2781.319824
	Iteration 47Q: 3 clusters Score -1260847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1260847.875000 Penalty: 2781.319824
	Iteration 48Q: 3 clusters Score -1260848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1260846.875000 Penalty: 2781.319824
	Iteration 49Q: 3 clusters Score -1260847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1260848.750000 Penalty: 2781.319824
	Iteration 50Q: 3 clusters Score -1260849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1260848.125000 Penalty: 2781.319824
	Iteration 51Q: 3 clusters Score -1260848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1260848.875000 Penalty: 2781.319824
	Iteration 52Q: 3 clusters Score -1260849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1260848.500000 Penalty: 2781.319824
	Iteration 53Q: 3 clusters Score -1260848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1260851.500000 Penalty: 2781.319824
	Iteration 54Q: 3 clusters Score -1260852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1260850.625000 Penalty: 2781.319824
	Iteration 55Q: 3 clusters Score -1260851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1260851.625000 Penalty: 2781.319824
	Iteration 56Q: 3 clusters Score -1260852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1260852.125000 Penalty: 2781.319824
	Iteration 57Q: 3 clusters Score -1260852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1260852.125000 Penalty: 2781.319824
	Iteration 58Q: 3 clusters Score -1260852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1260852.875000 Penalty: 2781.319824
	Iteration 59Q: 3 clusters Score -1260853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1260853.250000 Penalty: 2781.319824
	Iteration 60F: 3 clusters Score -1260853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1260854.000000 Penalty: 2781.319824
	Iteration 61Q: 3 clusters Score -1260854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1260854.000000 Penalty: 2781.319824
	Iteration 62F: 3 clusters Score -1260854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31282.412109 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31282.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31398.437500 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31398.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31421.658203 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31421.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31440.664062 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31440.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31457.341797 Penalty: 1695.455078
	Iteration 4Q: 3 clusters Score -31457.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31457.341797 Penalty: 1695.455078
	Iteration 5F: 3 clusters Score -31457.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -260531.656250 Penalty: 1162.361328
	Iteration 0F: 2 clusters Score -260531.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -258386.015625 Penalty: 2324.722656
	Iteration 0F: 3 clusters Score -258386 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -258921.500000 Penalty: 2324.722656
	Iteration 1F: 3 clusters Score -258921.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -259067.203125 Penalty: 2324.722656
	Iteration 2F: 3 clusters Score -259067.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -259161.953125 Penalty: 2324.722656
	Iteration 3F: 3 clusters Score -259162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259229.375000 Penalty: 2324.722656
	Iteration 4Q: 3 clusters Score -259229.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259287.109375 Penalty: 2324.722656
	Iteration 5Q: 3 clusters Score -259287.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -259338.453125 Penalty: 2324.722656
	Iteration 6Q: 3 clusters Score -259338.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259387.953125 Penalty: 2324.722656
	Iteration 7Q: 3 clusters Score -259388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -259435.687500 Penalty: 2324.722656
	Iteration 8Q: 3 clusters Score -259435.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -259476.734375 Penalty: 2324.722656
	Iteration 9Q: 3 clusters Score -259476.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -259499.609375 Penalty: 2324.722656
	Iteration 10Q: 3 clusters Score -259499.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259525.546875 Penalty: 2324.722656
	Iteration 11Q: 3 clusters Score -259525.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -259543.875000 Penalty: 2324.722656
	Iteration 12Q: 3 clusters Score -259543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -259561.078125 Penalty: 2324.722656
	Iteration 13Q: 3 clusters Score -259561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -259574.937500 Penalty: 2324.722656
	Iteration 14Q: 3 clusters Score -259574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -259582.156250 Penalty: 2324.722656
	Iteration 15Q: 3 clusters Score -259582.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259591.328125 Penalty: 2324.722656
	Iteration 16Q: 3 clusters Score -259591.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259598.125000 Penalty: 2324.722656
	Iteration 17Q: 3 clusters Score -259598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -259602.265625 Penalty: 2324.722656
	Iteration 18Q: 3 clusters Score -259602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259604.953125 Penalty: 2324.722656
	Iteration 19Q: 3 clusters Score -259605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -259605.468750 Penalty: 2324.722656
	Iteration 20F: 3 clusters Score -259605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259605.625000 Penalty: 2324.722656
	Iteration 21Q: 3 clusters Score -259605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -259606.156250 Penalty: 2324.722656
	Iteration 22Q: 3 clusters Score -259606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -259606.156250 Penalty: 2324.722656
	Iteration 23F: 3 clusters Score -259606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Entering Unmasked Estep 
Score: -7099624.000000 Penalty: 1639.337769
	Iteration 0F: 2 clusters Score -7099624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -7059799.000000 Penalty: 3278.675537
	Iteration 0F: 3 clusters Score -7059799 nChanged 28419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -7075872.000000 Penalty: 3278.675537
	Iteration 1F: 3 clusters Score -7075872 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7076645.500000 Penalty: 3278.675537
	Iteration 2Q: 3 clusters Score -7076646 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -7077562.500000 Penalty: 3278.675537
	Iteration 3Q: 3 clusters Score -7077562 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -7078837.000000 Penalty: 3278.675537
	Iteration 4Q: 3 clusters Score -7078837 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -7080652.500000 Penalty: 3278.675537
	Iteration 5F: 3 clusters Score -7080652 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -7083016.000000 Penalty: 3278.675537
	Iteration 6F: 3 clusters Score -7083016 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -7085814.000000 Penalty: 3278.675537
	Iteration 7F: 3 clusters Score -7085814 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -7088723.500000 Penalty: 3278.675537
	Iteration 8F: 3 clusters Score -7088724 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -7091373.500000 Penalty: 3278.675537
	Iteration 9F: 3 clusters Score -7091374 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -7093736.000000 Penalty: 3278.675537
	Iteration 10Q: 3 clusters Score -7093736 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7095513.000000 Penalty: 3278.675537
	Iteration 11Q: 3 clusters Score -7095513 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7096737.000000 Penalty: 3278.675537
	Iteration 12Q: 3 clusters Score -7096737 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7097463.500000 Penalty: 3278.675537
	Iteration 13Q: 3 clusters Score -7097464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7097822.500000 Penalty: 3278.675537
	Iteration 14Q: 3 clusters Score -7097822 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7098023.500000 Penalty: 3278.675537
	Iteration 15Q: 3 clusters Score -7098024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7098159.000000 Penalty: 3278.675537
	Iteration 16Q: 3 clusters Score -7098159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7098218.000000 Penalty: 3278.675537
	Iteration 17Q: 3 clusters Score -7098218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7098271.500000 Penalty: 3278.675537
	Iteration 18Q: 3 clusters Score -7098272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7098298.000000 Penalty: 3278.675537
	Iteration 19Q: 3 clusters Score -7098298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7098309.500000 Penalty: 3278.675537
	Iteration 20F: 3 clusters Score -7098310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7098323.000000 Penalty: 3278.675537
	Iteration 21Q: 3 clusters Score -7098323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7098322.500000 Penalty: 3278.675537
	Iteration 22Q: 3 clusters Score -7098322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7098322.500000 Penalty: 3278.675537
	Iteration 23F: 3 clusters Score -7098322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Entering Unmasked Estep 
Score: -1906867.375000 Penalty: 1455.955688
	Iteration 0F: 2 clusters Score -1906867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1895162.500000 Penalty: 2911.911377
	Iteration 0F: 3 clusters Score -1895162 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1899387.875000 Penalty: 2911.911377
	Iteration 1F: 3 clusters Score -1899388 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1899835.625000 Penalty: 2911.911377
	Iteration 2F: 3 clusters Score -1899836 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1900209.125000 Penalty: 2911.911377
	Iteration 3F: 3 clusters Score -1900209 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1900572.125000 Penalty: 2911.911377
	Iteration 4Q: 3 clusters Score -1900572 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1900938.875000 Penalty: 2911.911377
	Iteration 5Q: 3 clusters Score -1900939 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1901374.125000 Penalty: 2911.911377
	Iteration 6Q: 3 clusters Score -1901374 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1901886.750000 Penalty: 2911.911377
	Iteration 7Q: 3 clusters Score -1901887 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1902422.125000 Penalty: 2911.911377
	Iteration 8F: 3 clusters Score -1902422 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1903023.875000 Penalty: 2911.911377
	Iteration 9F: 3 clusters Score -1903024 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1903706.375000 Penalty: 2911.911377
	Iteration 10F: 3 clusters Score -1903706 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1904387.625000 Penalty: 2911.911377
	Iteration 11Q: 3 clusters Score -1904388 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1904946.500000 Penalty: 2911.911377
	Iteration 12Q: 3 clusters Score -1904946 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1905401.500000 Penalty: 2911.911377
	Iteration 13Q: 3 clusters Score -1905402 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1905669.375000 Penalty: 2911.911377
	Iteration 14Q: 3 clusters Score -1905669 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1905829.250000 Penalty: 2911.911377
	Iteration 15Q: 3 clusters Score -1905829 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1905918.125000 Penalty: 2911.911377
	Iteration 16Q: 3 clusters Score -1905918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1905980.125000 Penalty: 2911.911377
	Iteration 17Q: 3 clusters Score -1905980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1906039.000000 Penalty: 2911.911377
	Iteration 18Q: 3 clusters Score -1906039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1906078.375000 Penalty: 2911.911377
	Iteration 19Q: 3 clusters Score -1906078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1906109.125000 Penalty: 2911.911377
	Iteration 20F: 3 clusters Score -1906109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1906148.250000 Penalty: 2911.911377
	Iteration 21Q: 3 clusters Score -1906148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1906172.750000 Penalty: 2911.911377
	Iteration 22Q: 3 clusters Score -1906173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1906195.750000 Penalty: 2911.911377
	Iteration 23Q: 3 clusters Score -1906196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1906216.875000 Penalty: 2911.911377
	Iteration 24Q: 3 clusters Score -1906217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1906226.875000 Penalty: 2911.911377
	Iteration 25Q: 3 clusters Score -1906227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1906230.250000 Penalty: 2911.911377
	Iteration 26Q: 3 clusters Score -1906230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1906233.125000 Penalty: 2911.911377
	Iteration 27Q: 3 clusters Score -1906233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1906241.250000 Penalty: 2911.911377
	Iteration 28Q: 3 clusters Score -1906241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1906240.875000 Penalty: 2911.911377
	Iteration 29Q: 3 clusters Score -1906241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1906247.000000 Penalty: 2911.911377
	Iteration 30Q: 3 clusters Score -1906247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1906245.750000 Penalty: 2911.911377
	Iteration 31Q: 3 clusters Score -1906246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1906247.375000 Penalty: 2911.911377
	Iteration 32Q: 3 clusters Score -1906247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1906247.375000 Penalty: 2911.911377
	Iteration 33F: 3 clusters Score -1906247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Entering Unmasked Estep 
Score: -4901046.000000 Penalty: 1583.943604
	Iteration 0F: 2 clusters Score -4901046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4873477.000000 Penalty: 3167.887207
	Iteration 0F: 3 clusters Score -4873477 nChanged 19326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4884073.500000 Penalty: 3167.887207
	Iteration 1F: 3 clusters Score -4884074 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4884595.000000 Penalty: 3167.887207
	Iteration 2Q: 3 clusters Score -4884595 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4884991.500000 Penalty: 3167.887207
	Iteration 3Q: 3 clusters Score -4884992 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4885427.000000 Penalty: 3167.887207
	Iteration 4Q: 3 clusters Score -4885427 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4885755.500000 Penalty: 3167.887207
	Iteration 5Q: 3 clusters Score -4885756 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4886122.000000 Penalty: 3167.887207
	Iteration 6Q: 3 clusters Score -4886122 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4886503.000000 Penalty: 3167.887207
	Iteration 7Q: 3 clusters Score -4886503 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4886964.500000 Penalty: 3167.887207
	Iteration 8Q: 3 clusters Score -4886964 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4887610.500000 Penalty: 3167.887207
	Iteration 9Q: 3 clusters Score -4887610 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4888641.500000 Penalty: 3167.887207
	Iteration 10Q: 3 clusters Score -4888642 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -4890025.500000 Penalty: 3167.887207
	Iteration 11F: 3 clusters Score -4890026 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4891829.500000 Penalty: 3167.887207
	Iteration 12F: 3 clusters Score -4891830 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4893847.500000 Penalty: 3167.887207
	Iteration 13F: 3 clusters Score -4893848 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4895534.000000 Penalty: 3167.887207
	Iteration 14Q: 3 clusters Score -4895534 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4896617.500000 Penalty: 3167.887207
	Iteration 15Q: 3 clusters Score -4896618 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4897250.500000 Penalty: 3167.887207
	Iteration 16Q: 3 clusters Score -4897250 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4897771.000000 Penalty: 3167.887207
	Iteration 17Q: 3 clusters Score -4897771 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4898213.500000 Penalty: 3167.887207
	Iteration 18Q: 3 clusters Score -4898214 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4898575.000000 Penalty: 3167.887207
	Iteration 19Q: 3 clusters Score -4898575 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4898866.500000 Penalty: 3167.887207
	Iteration 20F: 3 clusters Score -4898866 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4899160.500000 Penalty: 3167.887207
	Iteration 21Q: 3 clusters Score -4899160 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4899373.500000 Penalty: 3167.887207
	Iteration 22Q: 3 clusters Score -4899374 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4899559.500000 Penalty: 3167.887207
	Iteration 23Q: 3 clusters Score -4899560 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4899741.500000 Penalty: 3167.887207
	Iteration 24Q: 3 clusters Score -4899742 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4899894.000000 Penalty: 3167.887207
	Iteration 25Q: 3 clusters Score -4899894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4899997.500000 Penalty: 3167.887207
	Iteration 26Q: 3 clusters Score -4899998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4900084.000000 Penalty: 3167.887207
	Iteration 27Q: 3 clusters Score -4900084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4900158.000000 Penalty: 3167.887207
	Iteration 28Q: 3 clusters Score -4900158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4900229.500000 Penalty: 3167.887207
	Iteration 29Q: 3 clusters Score -4900230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4900275.000000 Penalty: 3167.887207
	Iteration 30Q: 3 clusters Score -4900275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4900322.000000 Penalty: 3167.887207
	Iteration 31Q: 3 clusters Score -4900322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4900345.000000 Penalty: 3167.887207
	Iteration 32Q: 3 clusters Score -4900345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4900348.000000 Penalty: 3167.887207
	Iteration 33Q: 3 clusters Score -4900348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4900344.500000 Penalty: 3167.887207
	Iteration 34Q: 3 clusters Score -4900344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4900348.000000 Penalty: 3167.887207
	Iteration 35Q: 3 clusters Score -4900348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4900355.000000 Penalty: 3167.887207
	Iteration 36Q: 3 clusters Score -4900355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4900361.500000 Penalty: 3167.887207
	Iteration 37Q: 3 clusters Score -4900362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4900365.000000 Penalty: 3167.887207
	Iteration 38Q: 3 clusters Score -4900365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4900365.500000 Penalty: 3167.887207
	Iteration 39Q: 3 clusters Score -4900366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4900366.000000 Penalty: 3167.887207
	Iteration 40F: 3 clusters Score -4900366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4900369.500000 Penalty: 3167.887207
	Iteration 41Q: 3 clusters Score -4900370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4900371.500000 Penalty: 3167.887207
	Iteration 42Q: 3 clusters Score -4900372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4900375.500000 Penalty: 3167.887207
	Iteration 43Q: 3 clusters Score -4900376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4900375.000000 Penalty: 3167.887207
	Iteration 44Q: 3 clusters Score -4900375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4900379.500000 Penalty: 3167.887207
	Iteration 45Q: 3 clusters Score -4900380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4900378.000000 Penalty: 3167.887207
	Iteration 46Q: 3 clusters Score -4900378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4900387.000000 Penalty: 3167.887207
	Iteration 47Q: 3 clusters Score -4900387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4900385.500000 Penalty: 3167.887207
	Iteration 48Q: 3 clusters Score -4900386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4900385.500000 Penalty: 3167.887207
	Iteration 49F: 3 clusters Score -4900386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -399116.625000 Penalty: 1221.504517
	Iteration 0F: 2 clusters Score -399116.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -396212.281250 Penalty: 2443.009033
	Iteration 0F: 3 clusters Score -396212.3 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -396996.375000 Penalty: 2443.009033
	Iteration 1F: 3 clusters Score -396996.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -397166.656250 Penalty: 2443.009033
	Iteration 2F: 3 clusters Score -397166.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -397286.718750 Penalty: 2443.009033
	Iteration 3F: 3 clusters Score -397286.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -397371.343750 Penalty: 2443.009033
	Iteration 4Q: 3 clusters Score -397371.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -397428.593750 Penalty: 2443.009033
	Iteration 5Q: 3 clusters Score -397428.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -397472.406250 Penalty: 2443.009033
	Iteration 6Q: 3 clusters Score -397472.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -397508.000000 Penalty: 2443.009033
	Iteration 7Q: 3 clusters Score -397508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397539.406250 Penalty: 2443.009033
	Iteration 8Q: 3 clusters Score -397539.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -397565.093750 Penalty: 2443.009033
	Iteration 9Q: 3 clusters Score -397565.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -397590.468750 Penalty: 2443.009033
	Iteration 10Q: 3 clusters Score -397590.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -397620.125000 Penalty: 2443.009033
	Iteration 11Q: 3 clusters Score -397620.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -397642.531250 Penalty: 2443.009033
	Iteration 12Q: 3 clusters Score -397642.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -397663.843750 Penalty: 2443.009033
	Iteration 13Q: 3 clusters Score -397663.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -397684.156250 Penalty: 2443.009033
	Iteration 14Q: 3 clusters Score -397684.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -397704.656250 Penalty: 2443.009033
	Iteration 15Q: 3 clusters Score -397704.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -397730.625000 Penalty: 2443.009033
	Iteration 16Q: 3 clusters Score -397730.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -397751.937500 Penalty: 2443.009033
	Iteration 17Q: 3 clusters Score -397751.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -397769.875000 Penalty: 2443.009033
	Iteration 18Q: 3 clusters Score -397769.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -397794.375000 Penalty: 2443.009033
	Iteration 19Q: 3 clusters Score -397794.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -397814.562500 Penalty: 2443.009033
	Iteration 20F: 3 clusters Score -397814.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -397832.875000 Penalty: 2443.009033
	Iteration 21Q: 3 clusters Score -397832.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -397851.906250 Penalty: 2443.009033
	Iteration 22Q: 3 clusters Score -397851.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -397868.906250 Penalty: 2443.009033
	Iteration 23Q: 3 clusters Score -397868.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -397879.968750 Penalty: 2443.009033
	Iteration 24Q: 3 clusters Score -397880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -397887.562500 Penalty: 2443.009033
	Iteration 25Q: 3 clusters Score -397887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -397893.875000 Penalty: 2443.009033
	Iteration 26Q: 3 clusters Score -397893.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -397900.593750 Penalty: 2443.009033
	Iteration 27Q: 3 clusters Score -397900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -397903.593750 Penalty: 2443.009033
	Iteration 28Q: 3 clusters Score -397903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -397906.968750 Penalty: 2443.009033
	Iteration 29Q: 3 clusters Score -397907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -397911.062500 Penalty: 2443.009033
	Iteration 30Q: 3 clusters Score -397911.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -397918.000000 Penalty: 2443.009033
	Iteration 31Q: 3 clusters Score -397918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -397925.375000 Penalty: 2443.009033
	Iteration 32Q: 3 clusters Score -397925.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -397930.000000 Penalty: 2443.009033
	Iteration 33Q: 3 clusters Score -397930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -397933.031250 Penalty: 2443.009033
	Iteration 34Q: 3 clusters Score -397933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -397933.250000 Penalty: 2443.009033
	Iteration 35Q: 3 clusters Score -397933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -397935.562500 Penalty: 2443.009033
	Iteration 36Q: 3 clusters Score -397935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -397936.468750 Penalty: 2443.009033
	Iteration 37Q: 3 clusters Score -397936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -397936.750000 Penalty: 2443.009033
	Iteration 38Q: 3 clusters Score -397936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -397936.750000 Penalty: 2443.009033
	Iteration 39F: 3 clusters Score -397936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Entering Unmasked Estep 
Score: -2817151.750000 Penalty: 1500.495361
	Iteration 0F: 2 clusters Score -2817152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2801519.750000 Penalty: 3000.990723
	Iteration 0F: 3 clusters Score -2801520 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2807207.000000 Penalty: 3000.990723
	Iteration 1F: 3 clusters Score -2807207 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2807670.250000 Penalty: 3000.990723
	Iteration 2F: 3 clusters Score -2807670 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2808167.750000 Penalty: 3000.990723
	Iteration 3Q: 3 clusters Score -2808168 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2808727.250000 Penalty: 3000.990723
	Iteration 4Q: 3 clusters Score -2808727 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2809359.000000 Penalty: 3000.990723
	Iteration 5Q: 3 clusters Score -2809359 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2810162.000000 Penalty: 3000.990723
	Iteration 6F: 3 clusters Score -2810162 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2811022.250000 Penalty: 3000.990723
	Iteration 7F: 3 clusters Score -2811022 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2811744.000000 Penalty: 3000.990723
	Iteration 8Q: 3 clusters Score -2811744 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2812368.000000 Penalty: 3000.990723
	Iteration 9Q: 3 clusters Score -2812368 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2812933.000000 Penalty: 3000.990723
	Iteration 10Q: 3 clusters Score -2812933 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2813381.250000 Penalty: 3000.990723
	Iteration 11Q: 3 clusters Score -2813381 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2813801.500000 Penalty: 3000.990723
	Iteration 12Q: 3 clusters Score -2813802 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2814169.500000 Penalty: 3000.990723
	Iteration 13Q: 3 clusters Score -2814170 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2814527.250000 Penalty: 3000.990723
	Iteration 14Q: 3 clusters Score -2814527 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2814829.750000 Penalty: 3000.990723
	Iteration 15Q: 3 clusters Score -2814830 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2815186.750000 Penalty: 3000.990723
	Iteration 16Q: 3 clusters Score -2815187 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2815739.250000 Penalty: 3000.990723
	Iteration 17Q: 3 clusters Score -2815739 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2816777.500000 Penalty: 3000.990723
	Iteration 18Q: 3 clusters Score -2816778 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2817289.750000 Penalty: 3000.990723
	Iteration 19Q: 3 clusters Score -2817290 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2817466.250000 Penalty: 3000.990723
	Iteration 20F: 3 clusters Score -2817466 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2817587.500000 Penalty: 3000.990723
	Iteration 21Q: 3 clusters Score -2817588 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2817690.000000 Penalty: 3000.990723
	Iteration 22Q: 3 clusters Score -2817690 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2817786.750000 Penalty: 3000.990723
	Iteration 23Q: 3 clusters Score -2817787 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2817863.500000 Penalty: 3000.990723
	Iteration 24Q: 3 clusters Score -2817864 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2817924.250000 Penalty: 3000.990723
	Iteration 25Q: 3 clusters Score -2817924 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2817999.500000 Penalty: 3000.990723
	Iteration 26Q: 3 clusters Score -2818000 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2818057.250000 Penalty: 3000.990723
	Iteration 27Q: 3 clusters Score -2818057 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2818133.000000 Penalty: 3000.990723
	Iteration 28Q: 3 clusters Score -2818133 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2818210.250000 Penalty: 3000.990723
	Iteration 29Q: 3 clusters Score -2818210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2818287.500000 Penalty: 3000.990723
	Iteration 30Q: 3 clusters Score -2818288 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2818392.250000 Penalty: 3000.990723
	Iteration 31Q: 3 clusters Score -2818392 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2818523.750000 Penalty: 3000.990723
	Iteration 32Q: 3 clusters Score -2818524 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2818641.000000 Penalty: 3000.990723
	Iteration 33Q: 3 clusters Score -2818641 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2818785.750000 Penalty: 3000.990723
	Iteration 34Q: 3 clusters Score -2818786 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2818943.750000 Penalty: 3000.990723
	Iteration 35Q: 3 clusters Score -2818944 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2819144.000000 Penalty: 3000.990723
	Iteration 36Q: 3 clusters Score -2819144 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2819361.500000 Penalty: 3000.990723
	Iteration 37Q: 3 clusters Score -2819362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2819603.000000 Penalty: 3000.990723
	Iteration 38Q: 3 clusters Score -2819603 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2819863.750000 Penalty: 3000.990723
	Iteration 39Q: 3 clusters Score -2819864 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2820246.500000 Penalty: 3000.990723
	Iteration 40F: 3 clusters Score -2820246 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2820798.500000 Penalty: 3000.990723
	Iteration 41Q: 3 clusters Score -2820798 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2821510.750000 Penalty: 3000.990723
	Iteration 42Q: 3 clusters Score -2821511 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2822452.000000 Penalty: 3000.990723
	Iteration 43Q: 3 clusters Score -2822452 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2823616.750000 Penalty: 3000.990723
	Iteration 44Q: 3 clusters Score -2823617 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2824715.250000 Penalty: 3000.990723
	Iteration 45Q: 3 clusters Score -2824715 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2825649.250000 Penalty: 3000.990723
	Iteration 46Q: 3 clusters Score -2825649 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2826357.500000 Penalty: 3000.990723
	Iteration 47Q: 3 clusters Score -2826358 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2826927.750000 Penalty: 3000.990723
	Iteration 48Q: 3 clusters Score -2826928 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2827199.250000 Penalty: 3000.990723
	Iteration 49Q: 3 clusters Score -2827199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2827276.000000 Penalty: 3000.990723
	Iteration 50Q: 3 clusters Score -2827276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2827290.000000 Penalty: 3000.990723
	Iteration 51Q: 3 clusters Score -2827290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2827293.750000 Penalty: 3000.990723
	Iteration 52Q: 3 clusters Score -2827294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2827295.250000 Penalty: 3000.990723
	Iteration 53Q: 3 clusters Score -2827295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2827297.250000 Penalty: 3000.990723
	Iteration 54Q: 3 clusters Score -2827297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2827339.250000 Penalty: 3000.990723
	Iteration 55F: 3 clusters Score -2827339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2827358.750000 Penalty: 3000.990723
	Iteration 56Q: 3 clusters Score -2827359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2827366.250000 Penalty: 3000.990723
	Iteration 57Q: 3 clusters Score -2827366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2827360.750000 Penalty: 3000.990723
	Iteration 58Q: 3 clusters Score -2827361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2827358.250000 Penalty: 3000.990723
	Iteration 59Q: 3 clusters Score -2827358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2827359.750000 Penalty: 3000.990723
	Iteration 60F: 3 clusters Score -2827360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2827360.500000 Penalty: 3000.990723
	Iteration 61Q: 3 clusters Score -2827360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2827360.500000 Penalty: 3000.990723
	Iteration 62F: 3 clusters Score -2827360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 55883 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 16182 members 
Entering Unmasked Estep 
Score: -111077536.000000 Penalty: 119266.046875
Splitting cluster 21 changes total score from -111068072.000000 to -111077536.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 22 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -1200421.625000 Penalty: 1384.437256
	Iteration 0F: 2 clusters Score -1200422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1193065.000000 Penalty: 2768.874512
	Iteration 0F: 3 clusters Score -1193065 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1195495.000000 Penalty: 2768.874512
	Iteration 1F: 3 clusters Score -1195495 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1195869.625000 Penalty: 2768.874512
	Iteration 2F: 3 clusters Score -1195870 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1196167.250000 Penalty: 2768.874512
	Iteration 3F: 3 clusters Score -1196167 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1196427.125000 Penalty: 2768.874512
	Iteration 4Q: 3 clusters Score -1196427 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1196712.500000 Penalty: 2768.874512
	Iteration 5Q: 3 clusters Score -1196712 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1197046.750000 Penalty: 2768.874512
	Iteration 6Q: 3 clusters Score -1197047 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1197417.500000 Penalty: 2768.874512
	Iteration 7Q: 3 clusters Score -1197418 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1197805.000000 Penalty: 2768.874512
	Iteration 8Q: 3 clusters Score -1197805 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1198206.375000 Penalty: 2768.874512
	Iteration 9Q: 3 clusters Score -1198206 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1198519.125000 Penalty: 2768.874512
	Iteration 10Q: 3 clusters Score -1198519 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1198753.375000 Penalty: 2768.874512
	Iteration 11Q: 3 clusters Score -1198753 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1198922.875000 Penalty: 2768.874512
	Iteration 12Q: 3 clusters Score -1198923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1199040.875000 Penalty: 2768.874512
	Iteration 13Q: 3 clusters Score -1199041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1199124.500000 Penalty: 2768.874512
	Iteration 14Q: 3 clusters Score -1199124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1199168.250000 Penalty: 2768.874512
	Iteration 15Q: 3 clusters Score -1199168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1199218.500000 Penalty: 2768.874512
	Iteration 16Q: 3 clusters Score -1199218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1199264.875000 Penalty: 2768.874512
	Iteration 17Q: 3 clusters Score -1199265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1199292.375000 Penalty: 2768.874512
	Iteration 18Q: 3 clusters Score -1199292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1199311.125000 Penalty: 2768.874512
	Iteration 19Q: 3 clusters Score -1199311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1199324.375000 Penalty: 2768.874512
	Iteration 20F: 3 clusters Score -1199324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1199339.500000 Penalty: 2768.874512
	Iteration 21Q: 3 clusters Score -1199340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1199348.125000 Penalty: 2768.874512
	Iteration 22Q: 3 clusters Score -1199348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1199353.500000 Penalty: 2768.874512
	Iteration 23Q: 3 clusters Score -1199354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1199362.125000 Penalty: 2768.874512
	Iteration 24Q: 3 clusters Score -1199362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1199372.250000 Penalty: 2768.874512
	Iteration 25Q: 3 clusters Score -1199372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1199384.375000 Penalty: 2768.874512
	Iteration 26Q: 3 clusters Score -1199384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1199389.500000 Penalty: 2768.874512
	Iteration 27Q: 3 clusters Score -1199390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1199394.000000 Penalty: 2768.874512
	Iteration 28Q: 3 clusters Score -1199394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1199397.125000 Penalty: 2768.874512
	Iteration 29Q: 3 clusters Score -1199397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1199398.250000 Penalty: 2768.874512
	Iteration 30Q: 3 clusters Score -1199398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1199398.000000 Penalty: 2768.874512
	Iteration 31Q: 3 clusters Score -1199398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1199398.750000 Penalty: 2768.874512
	Iteration 32Q: 3 clusters Score -1199399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1199398.750000 Penalty: 2768.874512
	Iteration 33F: 3 clusters Score -1199399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -888541.500000 Penalty: 1337.146118
	Iteration 0F: 2 clusters Score -888541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -883042.562500 Penalty: 2674.292236
	Iteration 0F: 3 clusters Score -883042.6 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -884728.187500 Penalty: 2674.292236
	Iteration 1F: 3 clusters Score -884728.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -884967.312500 Penalty: 2674.292236
	Iteration 2F: 3 clusters Score -884967.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -885132.750000 Penalty: 2674.292236
	Iteration 3Q: 3 clusters Score -885132.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -885260.125000 Penalty: 2674.292236
	Iteration 4Q: 3 clusters Score -885260.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -885356.000000 Penalty: 2674.292236
	Iteration 5Q: 3 clusters Score -885356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -885422.812500 Penalty: 2674.292236
	Iteration 6Q: 3 clusters Score -885422.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -885472.812500 Penalty: 2674.292236
	Iteration 7Q: 3 clusters Score -885472.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -885514.812500 Penalty: 2674.292236
	Iteration 8Q: 3 clusters Score -885514.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -885561.000000 Penalty: 2674.292236
	Iteration 9Q: 3 clusters Score -885561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -885606.437500 Penalty: 2674.292236
	Iteration 10Q: 3 clusters Score -885606.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -885660.062500 Penalty: 2674.292236
	Iteration 11Q: 3 clusters Score -885660.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -885700.687500 Penalty: 2674.292236
	Iteration 12Q: 3 clusters Score -885700.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -885735.125000 Penalty: 2674.292236
	Iteration 13Q: 3 clusters Score -885735.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -885770.812500 Penalty: 2674.292236
	Iteration 14Q: 3 clusters Score -885770.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -885809.500000 Penalty: 2674.292236
	Iteration 15Q: 3 clusters Score -885809.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -885850.500000 Penalty: 2674.292236
	Iteration 16Q: 3 clusters Score -885850.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -885894.750000 Penalty: 2674.292236
	Iteration 17Q: 3 clusters Score -885894.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -885942.937500 Penalty: 2674.292236
	Iteration 18Q: 3 clusters Score -885942.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -885997.000000 Penalty: 2674.292236
	Iteration 19Q: 3 clusters Score -885997 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -886062.875000 Penalty: 2674.292236
	Iteration 20F: 3 clusters Score -886062.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -886150.812500 Penalty: 2674.292236
	Iteration 21Q: 3 clusters Score -886150.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -886259.875000 Penalty: 2674.292236
	Iteration 22Q: 3 clusters Score -886259.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -886367.250000 Penalty: 2674.292236
	Iteration 23Q: 3 clusters Score -886367.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -886468.500000 Penalty: 2674.292236
	Iteration 24Q: 3 clusters Score -886468.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -886581.500000 Penalty: 2674.292236
	Iteration 25Q: 3 clusters Score -886581.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -886686.125000 Penalty: 2674.292236
	Iteration 26Q: 3 clusters Score -886686.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -886790.500000 Penalty: 2674.292236
	Iteration 27Q: 3 clusters Score -886790.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -886889.687500 Penalty: 2674.292236
	Iteration 28Q: 3 clusters Score -886889.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -886981.750000 Penalty: 2674.292236
	Iteration 29Q: 3 clusters Score -886981.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -887054.812500 Penalty: 2674.292236
	Iteration 30Q: 3 clusters Score -887054.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -887128.000000 Penalty: 2674.292236
	Iteration 31Q: 3 clusters Score -887128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -887196.187500 Penalty: 2674.292236
	Iteration 32Q: 3 clusters Score -887196.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -887250.625000 Penalty: 2674.292236
	Iteration 33Q: 3 clusters Score -887250.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -887303.125000 Penalty: 2674.292236
	Iteration 34Q: 3 clusters Score -887303.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -887332.687500 Penalty: 2674.292236
	Iteration 35Q: 3 clusters Score -887332.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -887354.000000 Penalty: 2674.292236
	Iteration 36Q: 3 clusters Score -887354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -887376.750000 Penalty: 2674.292236
	Iteration 37Q: 3 clusters Score -887376.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -887398.937500 Penalty: 2674.292236
	Iteration 38Q: 3 clusters Score -887398.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -887417.875000 Penalty: 2674.292236
	Iteration 39Q: 3 clusters Score -887417.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -887434.312500 Penalty: 2674.292236
	Iteration 40F: 3 clusters Score -887434.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -887450.125000 Penalty: 2674.292236
	Iteration 41Q: 3 clusters Score -887450.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -887455.562500 Penalty: 2674.292236
	Iteration 42Q: 3 clusters Score -887455.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -887461.625000 Penalty: 2674.292236
	Iteration 43Q: 3 clusters Score -887461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -887469.187500 Penalty: 2674.292236
	Iteration 44Q: 3 clusters Score -887469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -887472.937500 Penalty: 2674.292236
	Iteration 45Q: 3 clusters Score -887472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -887478.625000 Penalty: 2674.292236
	Iteration 46Q: 3 clusters Score -887478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -887481.187500 Penalty: 2674.292236
	Iteration 47Q: 3 clusters Score -887481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -887480.750000 Penalty: 2674.292236
	Iteration 48Q: 3 clusters Score -887480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -887481.312500 Penalty: 2674.292236
	Iteration 49Q: 3 clusters Score -887481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -887481.312500 Penalty: 2674.292236
	Iteration 50F: 3 clusters Score -887481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -475758.562500 Penalty: 1242.192017
	Iteration 0F: 2 clusters Score -475758.6 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 2086 members 
Entering Unmasked Estep 
Score: -472570.687500 Penalty: 2484.384033
	Iteration 0F: 3 clusters Score -472570.7 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -473469.406250 Penalty: 2484.384033
	Iteration 1F: 3 clusters Score -473469.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -473679.812500 Penalty: 2484.384033
	Iteration 2F: 3 clusters Score -473679.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -473802.312500 Penalty: 2484.384033
	Iteration 3F: 3 clusters Score -473802.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -473889.531250 Penalty: 2484.384033
	Iteration 4Q: 3 clusters Score -473889.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -473952.031250 Penalty: 2484.384033
	Iteration 5Q: 3 clusters Score -473952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -474007.625000 Penalty: 2484.384033
	Iteration 6Q: 3 clusters Score -474007.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -474060.875000 Penalty: 2484.384033
	Iteration 7Q: 3 clusters Score -474060.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -474124.093750 Penalty: 2484.384033
	Iteration 8Q: 3 clusters Score -474124.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -474184.062500 Penalty: 2484.384033
	Iteration 9Q: 3 clusters Score -474184.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -474242.093750 Penalty: 2484.384033
	Iteration 10Q: 3 clusters Score -474242.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -474306.093750 Penalty: 2484.384033
	Iteration 11Q: 3 clusters Score -474306.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -474382.718750 Penalty: 2484.384033
	Iteration 12Q: 3 clusters Score -474382.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -474457.312500 Penalty: 2484.384033
	Iteration 13Q: 3 clusters Score -474457.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -474523.687500 Penalty: 2484.384033
	Iteration 14Q: 3 clusters Score -474523.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -474580.718750 Penalty: 2484.384033
	Iteration 15Q: 3 clusters Score -474580.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -474631.750000 Penalty: 2484.384033
	Iteration 16Q: 3 clusters Score -474631.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -474688.093750 Penalty: 2484.384033
	Iteration 17Q: 3 clusters Score -474688.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -474745.500000 Penalty: 2484.384033
	Iteration 18Q: 3 clusters Score -474745.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -474796.312500 Penalty: 2484.384033
	Iteration 19Q: 3 clusters Score -474796.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -474833.625000 Penalty: 2484.384033
	Iteration 20F: 3 clusters Score -474833.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -474859.531250 Penalty: 2484.384033
	Iteration 21Q: 3 clusters Score -474859.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -474890.156250 Penalty: 2484.384033
	Iteration 22Q: 3 clusters Score -474890.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -474912.406250 Penalty: 2484.384033
	Iteration 23Q: 3 clusters Score -474912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -474925.281250 Penalty: 2484.384033
	Iteration 24Q: 3 clusters Score -474925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -474934.750000 Penalty: 2484.384033
	Iteration 25Q: 3 clusters Score -474934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -474949.062500 Penalty: 2484.384033
	Iteration 26Q: 3 clusters Score -474949.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -474961.281250 Penalty: 2484.384033
	Iteration 27Q: 3 clusters Score -474961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -474969.718750 Penalty: 2484.384033
	Iteration 28Q: 3 clusters Score -474969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -474972.875000 Penalty: 2484.384033
	Iteration 29Q: 3 clusters Score -474972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -474978.468750 Penalty: 2484.384033
	Iteration 30Q: 3 clusters Score -474978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -474983.718750 Penalty: 2484.384033
	Iteration 31Q: 3 clusters Score -474983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -474991.750000 Penalty: 2484.384033
	Iteration 32Q: 3 clusters Score -474991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -474998.906250 Penalty: 2484.384033
	Iteration 33Q: 3 clusters Score -474998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -475001.593750 Penalty: 2484.384033
	Iteration 34Q: 3 clusters Score -475001.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -475007.218750 Penalty: 2484.384033
	Iteration 35Q: 3 clusters Score -475007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -475009.843750 Penalty: 2484.384033
	Iteration 36Q: 3 clusters Score -475009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -475012.906250 Penalty: 2484.384033
	Iteration 37Q: 3 clusters Score -475012.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -475017.125000 Penalty: 2484.384033
	Iteration 38Q: 3 clusters Score -475017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -475019.468750 Penalty: 2484.384033
	Iteration 39Q: 3 clusters Score -475019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -475022.406250 Penalty: 2484.384033
	Iteration 40F: 3 clusters Score -475022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -475024.656250 Penalty: 2484.384033
	Iteration 41Q: 3 clusters Score -475024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -475028.218750 Penalty: 2484.384033
	Iteration 42Q: 3 clusters Score -475028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -475032.031250 Penalty: 2484.384033
	Iteration 43Q: 3 clusters Score -475032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -475035.093750 Penalty: 2484.384033
	Iteration 44Q: 3 clusters Score -475035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -475038.656250 Penalty: 2484.384033
	Iteration 45Q: 3 clusters Score -475038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -475047.062500 Penalty: 2484.384033
	Iteration 46Q: 3 clusters Score -475047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -475057.906250 Penalty: 2484.384033
	Iteration 47Q: 3 clusters Score -475057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -475063.187500 Penalty: 2484.384033
	Iteration 48Q: 3 clusters Score -475063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -475064.187500 Penalty: 2484.384033
	Iteration 49Q: 3 clusters Score -475064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -475067.593750 Penalty: 2484.384033
	Iteration 50Q: 3 clusters Score -475067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -475069.500000 Penalty: 2484.384033
	Iteration 51Q: 3 clusters Score -475069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -475070.406250 Penalty: 2484.384033
	Iteration 52Q: 3 clusters Score -475070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -475069.937500 Penalty: 2484.384033
	Iteration 53Q: 3 clusters Score -475069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -475070.406250 Penalty: 2484.384033
	Iteration 54Q: 3 clusters Score -475070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -475071.656250 Penalty: 2484.384033
	Iteration 55Q: 3 clusters Score -475071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -475072.937500 Penalty: 2484.384033
	Iteration 56Q: 3 clusters Score -475072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -475077.750000 Penalty: 2484.384033
	Iteration 57Q: 3 clusters Score -475077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -475082.062500 Penalty: 2484.384033
	Iteration 58Q: 3 clusters Score -475082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -475083.875000 Penalty: 2484.384033
	Iteration 59Q: 3 clusters Score -475083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -475084.031250 Penalty: 2484.384033
	Iteration 60F: 3 clusters Score -475084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -45111.535156 Penalty: 935.356506
	Iteration 0F: 2 clusters Score -45111.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44239.156250 Penalty: 1870.713013
	Iteration 0F: 3 clusters Score -44239.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44520.218750 Penalty: 1870.713013
	Iteration 1F: 3 clusters Score -44520.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44669.285156 Penalty: 1870.713013
	Iteration 2F: 3 clusters Score -44669.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44776.429688 Penalty: 1870.713013
	Iteration 3Q: 3 clusters Score -44776.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44867.347656 Penalty: 1870.713013
	Iteration 4Q: 3 clusters Score -44867.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44945.484375 Penalty: 1870.713013
	Iteration 5Q: 3 clusters Score -44945.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45000.332031 Penalty: 1870.713013
	Iteration 6Q: 3 clusters Score -45000.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45055.593750 Penalty: 1870.713013
	Iteration 7Q: 3 clusters Score -45055.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45102.675781 Penalty: 1870.713013
	Iteration 8Q: 3 clusters Score -45102.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45134.648438 Penalty: 1870.713013
	Iteration 9Q: 3 clusters Score -45134.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45136.156250 Penalty: 1870.713013
	Iteration 10Q: 3 clusters Score -45136.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45138.015625 Penalty: 1870.713013
	Iteration 11Q: 3 clusters Score -45138.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45141.003906 Penalty: 1870.713013
	Iteration 12Q: 3 clusters Score -45141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45152.300781 Penalty: 1870.713013
	Iteration 13Q: 3 clusters Score -45152.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45194.601562 Penalty: 1870.713013
	Iteration 14Q: 3 clusters Score -45194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45215.921875 Penalty: 1870.713013
	Iteration 15Q: 3 clusters Score -45215.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45225.839844 Penalty: 1870.713013
	Iteration 16Q: 3 clusters Score -45225.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45227.074219 Penalty: 1870.713013
	Iteration 17Q: 3 clusters Score -45227.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45227.074219 Penalty: 1870.713013
	Iteration 18F: 3 clusters Score -45227.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 55883 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 16182 members 
Mstep: Class 59 contains 226 members 
Entering Unmasked Estep 
Score: -111076464.000000 Penalty: 121322.359375
Splitting cluster 25 changes total score from -111068072.000000 to -111076464.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 26 (55883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Entering Unmasked Estep 
Score: -6250688.000000 Penalty: 1626.535034
	Iteration 0F: 2 clusters Score -6250688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -6214178.000000 Penalty: 3253.070068
	Iteration 0F: 3 clusters Score -6214178 nChanged 25962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6228785.000000 Penalty: 3253.070068
	Iteration 1F: 3 clusters Score -6228785 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -6229628.500000 Penalty: 3253.070068
	Iteration 2Q: 3 clusters Score -6229628 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6230759.500000 Penalty: 3253.070068
	Iteration 3Q: 3 clusters Score -6230760 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6232079.000000 Penalty: 3253.070068
	Iteration 4F: 3 clusters Score -6232079 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -6233715.500000 Penalty: 3253.070068
	Iteration 5F: 3 clusters Score -6233716 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -6235395.000000 Penalty: 3253.070068
	Iteration 6F: 3 clusters Score -6235395 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -6237162.000000 Penalty: 3253.070068
	Iteration 7F: 3 clusters Score -6237162 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -6238816.500000 Penalty: 3253.070068
	Iteration 8F: 3 clusters Score -6238816 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6240355.000000 Penalty: 3253.070068
	Iteration 9F: 3 clusters Score -6240355 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -6241679.000000 Penalty: 3253.070068
	Iteration 10Q: 3 clusters Score -6241679 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -6242690.000000 Penalty: 3253.070068
	Iteration 11Q: 3 clusters Score -6242690 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -6243336.000000 Penalty: 3253.070068
	Iteration 12Q: 3 clusters Score -6243336 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6243724.500000 Penalty: 3253.070068
	Iteration 13Q: 3 clusters Score -6243724 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -6244042.500000 Penalty: 3253.070068
	Iteration 14Q: 3 clusters Score -6244042 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -6244369.500000 Penalty: 3253.070068
	Iteration 15Q: 3 clusters Score -6244370 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -6244608.500000 Penalty: 3253.070068
	Iteration 16Q: 3 clusters Score -6244608 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6244881.500000 Penalty: 3253.070068
	Iteration 17Q: 3 clusters Score -6244882 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -6245141.000000 Penalty: 3253.070068
	Iteration 18Q: 3 clusters Score -6245141 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6245506.000000 Penalty: 3253.070068
	Iteration 19Q: 3 clusters Score -6245506 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -6245799.000000 Penalty: 3253.070068
	Iteration 20F: 3 clusters Score -6245799 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -6246134.500000 Penalty: 3253.070068
	Iteration 21Q: 3 clusters Score -6246134 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -6246477.500000 Penalty: 3253.070068
	Iteration 22Q: 3 clusters Score -6246478 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -6246867.500000 Penalty: 3253.070068
	Iteration 23Q: 3 clusters Score -6246868 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -6247300.000000 Penalty: 3253.070068
	Iteration 24Q: 3 clusters Score -6247300 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6247719.000000 Penalty: 3253.070068
	Iteration 25Q: 3 clusters Score -6247719 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -6248202.500000 Penalty: 3253.070068
	Iteration 26Q: 3 clusters Score -6248202 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -6248669.000000 Penalty: 3253.070068
	Iteration 27Q: 3 clusters Score -6248669 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6249130.500000 Penalty: 3253.070068
	Iteration 28Q: 3 clusters Score -6249130 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6249548.500000 Penalty: 3253.070068
	Iteration 29Q: 3 clusters Score -6249548 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -6249864.500000 Penalty: 3253.070068
	Iteration 30Q: 3 clusters Score -6249864 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6250181.000000 Penalty: 3253.070068
	Iteration 31Q: 3 clusters Score -6250181 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -6250459.000000 Penalty: 3253.070068
	Iteration 32Q: 3 clusters Score -6250459 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6250629.500000 Penalty: 3253.070068
	Iteration 33Q: 3 clusters Score -6250630 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6250778.500000 Penalty: 3253.070068
	Iteration 34Q: 3 clusters Score -6250778 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6250896.000000 Penalty: 3253.070068
	Iteration 35Q: 3 clusters Score -6250896 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6250983.000000 Penalty: 3253.070068
	Iteration 36Q: 3 clusters Score -6250983 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6251041.500000 Penalty: 3253.070068
	Iteration 37Q: 3 clusters Score -6251042 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6251085.500000 Penalty: 3253.070068
	Iteration 38Q: 3 clusters Score -6251086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6251116.500000 Penalty: 3253.070068
	Iteration 39Q: 3 clusters Score -6251116 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6251149.500000 Penalty: 3253.070068
	Iteration 40F: 3 clusters Score -6251150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6251174.500000 Penalty: 3253.070068
	Iteration 41Q: 3 clusters Score -6251174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6251178.000000 Penalty: 3253.070068
	Iteration 42Q: 3 clusters Score -6251178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6251186.000000 Penalty: 3253.070068
	Iteration 43Q: 3 clusters Score -6251186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6251199.500000 Penalty: 3253.070068
	Iteration 44Q: 3 clusters Score -6251200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6251198.000000 Penalty: 3253.070068
	Iteration 45Q: 3 clusters Score -6251198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6251202.000000 Penalty: 3253.070068
	Iteration 46Q: 3 clusters Score -6251202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6251203.000000 Penalty: 3253.070068
	Iteration 47Q: 3 clusters Score -6251203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6251214.000000 Penalty: 3253.070068
	Iteration 48Q: 3 clusters Score -6251214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6251216.500000 Penalty: 3253.070068
	Iteration 49Q: 3 clusters Score -6251216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6251215.500000 Penalty: 3253.070068
	Iteration 50Q: 3 clusters Score -6251216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6251222.000000 Penalty: 3253.070068
	Iteration 51Q: 3 clusters Score -6251222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6251224.000000 Penalty: 3253.070068
	Iteration 52Q: 3 clusters Score -6251224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6251220.000000 Penalty: 3253.070068
	Iteration 53Q: 3 clusters Score -6251220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6251227.500000 Penalty: 3253.070068
	Iteration 54Q: 3 clusters Score -6251228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6251228.000000 Penalty: 3253.070068
	Iteration 55Q: 3 clusters Score -6251228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6251230.500000 Penalty: 3253.070068
	Iteration 56Q: 3 clusters Score -6251230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6251239.500000 Penalty: 3253.070068
	Iteration 57Q: 3 clusters Score -6251240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6251231.000000 Penalty: 3253.070068
	Iteration 58Q: 3 clusters Score -6251231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6251230.000000 Penalty: 3253.070068
	Iteration 59Q: 3 clusters Score -6251230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6251230.000000 Penalty: 3253.070068
	Iteration 60F: 3 clusters Score -6251230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6251226.000000 Penalty: 3253.070068
	Iteration 61Q: 3 clusters Score -6251226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6251227.500000 Penalty: 3253.070068
	Iteration 62Q: 3 clusters Score -6251228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6251227.500000 Penalty: 3253.070068
	Iteration 63F: 3 clusters Score -6251228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 16182 members 
Mstep: Class 59 contains 226 members 
Mstep: Class 60 contains 2201 members 
Entering Unmasked Estep 
Score: -111076520.000000 Penalty: 123378.664062
Splitting cluster 26 changes total score from -111068072.000000 to -111076520.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 27 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -292758.250000 Penalty: 1194.099487
	Iteration 0F: 2 clusters Score -292758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -290314.187500 Penalty: 2388.198975
	Iteration 0F: 3 clusters Score -290314.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -291080.968750 Penalty: 2388.198975
	Iteration 1F: 3 clusters Score -291081 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -291363.750000 Penalty: 2388.198975
	Iteration 2F: 3 clusters Score -291363.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -291594.062500 Penalty: 2388.198975
	Iteration 3F: 3 clusters Score -291594.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -291775.593750 Penalty: 2388.198975
	Iteration 4F: 3 clusters Score -291775.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -291962.093750 Penalty: 2388.198975
	Iteration 5F: 3 clusters Score -291962.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -292106.187500 Penalty: 2388.198975
	Iteration 6Q: 3 clusters Score -292106.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -292233.031250 Penalty: 2388.198975
	Iteration 7Q: 3 clusters Score -292233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -292319.656250 Penalty: 2388.198975
	Iteration 8Q: 3 clusters Score -292319.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -292376.625000 Penalty: 2388.198975
	Iteration 9Q: 3 clusters Score -292376.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -292413.437500 Penalty: 2388.198975
	Iteration 10Q: 3 clusters Score -292413.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -292439.000000 Penalty: 2388.198975
	Iteration 11Q: 3 clusters Score -292439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -292453.843750 Penalty: 2388.198975
	Iteration 12Q: 3 clusters Score -292453.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -292466.968750 Penalty: 2388.198975
	Iteration 13Q: 3 clusters Score -292467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -292482.375000 Penalty: 2388.198975
	Iteration 14Q: 3 clusters Score -292482.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -292491.625000 Penalty: 2388.198975
	Iteration 15Q: 3 clusters Score -292491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -292500.031250 Penalty: 2388.198975
	Iteration 16Q: 3 clusters Score -292500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -292508.406250 Penalty: 2388.198975
	Iteration 17Q: 3 clusters Score -292508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -292512.906250 Penalty: 2388.198975
	Iteration 18Q: 3 clusters Score -292512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -292515.843750 Penalty: 2388.198975
	Iteration 19Q: 3 clusters Score -292515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -292519.093750 Penalty: 2388.198975
	Iteration 20F: 3 clusters Score -292519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -292522.656250 Penalty: 2388.198975
	Iteration 21Q: 3 clusters Score -292522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -292525.593750 Penalty: 2388.198975
	Iteration 22Q: 3 clusters Score -292525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -292526.625000 Penalty: 2388.198975
	Iteration 23Q: 3 clusters Score -292526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -292527.031250 Penalty: 2388.198975
	Iteration 24Q: 3 clusters Score -292527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -292527.031250 Penalty: 2388.198975
	Iteration 25F: 3 clusters Score -292527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -365039.656250 Penalty: 1208.476196
	Iteration 0F: 2 clusters Score -365039.7 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 1661 members 
Entering Unmasked Estep 
Score: -362341.562500 Penalty: 2416.952393
	Iteration 0F: 3 clusters Score -362341.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -363058.125000 Penalty: 2416.952393
	Iteration 1F: 3 clusters Score -363058.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -363238.812500 Penalty: 2416.952393
	Iteration 2F: 3 clusters Score -363238.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -363337.281250 Penalty: 2416.952393
	Iteration 3F: 3 clusters Score -363337.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -363395.812500 Penalty: 2416.952393
	Iteration 4Q: 3 clusters Score -363395.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363432.562500 Penalty: 2416.952393
	Iteration 5Q: 3 clusters Score -363432.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -363463.593750 Penalty: 2416.952393
	Iteration 6Q: 3 clusters Score -363463.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -363499.375000 Penalty: 2416.952393
	Iteration 7Q: 3 clusters Score -363499.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -363533.031250 Penalty: 2416.952393
	Iteration 8Q: 3 clusters Score -363533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363550.281250 Penalty: 2416.952393
	Iteration 9Q: 3 clusters Score -363550.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -363559.906250 Penalty: 2416.952393
	Iteration 10Q: 3 clusters Score -363559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363568.343750 Penalty: 2416.952393
	Iteration 11Q: 3 clusters Score -363568.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -363573.468750 Penalty: 2416.952393
	Iteration 12Q: 3 clusters Score -363573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -363578.500000 Penalty: 2416.952393
	Iteration 13Q: 3 clusters Score -363578.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -363586.375000 Penalty: 2416.952393
	Iteration 14Q: 3 clusters Score -363586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -363594.562500 Penalty: 2416.952393
	Iteration 15Q: 3 clusters Score -363594.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -363604.250000 Penalty: 2416.952393
	Iteration 16Q: 3 clusters Score -363604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -363613.406250 Penalty: 2416.952393
	Iteration 17Q: 3 clusters Score -363613.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -363623.937500 Penalty: 2416.952393
	Iteration 18Q: 3 clusters Score -363623.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -363636.687500 Penalty: 2416.952393
	Iteration 19Q: 3 clusters Score -363636.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -363647.781250 Penalty: 2416.952393
	Iteration 20F: 3 clusters Score -363647.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -363661.593750 Penalty: 2416.952393
	Iteration 21Q: 3 clusters Score -363661.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -363680.250000 Penalty: 2416.952393
	Iteration 22Q: 3 clusters Score -363680.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -363695.343750 Penalty: 2416.952393
	Iteration 23Q: 3 clusters Score -363695.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -363708.875000 Penalty: 2416.952393
	Iteration 24Q: 3 clusters Score -363708.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -363718.000000 Penalty: 2416.952393
	Iteration 25Q: 3 clusters Score -363718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -363729.468750 Penalty: 2416.952393
	Iteration 26Q: 3 clusters Score -363729.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -363739.437500 Penalty: 2416.952393
	Iteration 27Q: 3 clusters Score -363739.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -363751.531250 Penalty: 2416.952393
	Iteration 28Q: 3 clusters Score -363751.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -363761.531250 Penalty: 2416.952393
	Iteration 29Q: 3 clusters Score -363761.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -363771.343750 Penalty: 2416.952393
	Iteration 30Q: 3 clusters Score -363771.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -363776.468750 Penalty: 2416.952393
	Iteration 31Q: 3 clusters Score -363776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -363780.468750 Penalty: 2416.952393
	Iteration 32Q: 3 clusters Score -363780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -363786.312500 Penalty: 2416.952393
	Iteration 33Q: 3 clusters Score -363786.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -363790.593750 Penalty: 2416.952393
	Iteration 34Q: 3 clusters Score -363790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -363796.593750 Penalty: 2416.952393
	Iteration 35Q: 3 clusters Score -363796.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -363803.468750 Penalty: 2416.952393
	Iteration 36Q: 3 clusters Score -363803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -363811.843750 Penalty: 2416.952393
	Iteration 37Q: 3 clusters Score -363811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -363817.875000 Penalty: 2416.952393
	Iteration 38Q: 3 clusters Score -363817.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -363824.750000 Penalty: 2416.952393
	Iteration 39Q: 3 clusters Score -363824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -363829.156250 Penalty: 2416.952393
	Iteration 40F: 3 clusters Score -363829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -363831.156250 Penalty: 2416.952393
	Iteration 41Q: 3 clusters Score -363831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -363833.781250 Penalty: 2416.952393
	Iteration 42Q: 3 clusters Score -363833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -363838.375000 Penalty: 2416.952393
	Iteration 43Q: 3 clusters Score -363838.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -363842.562500 Penalty: 2416.952393
	Iteration 44Q: 3 clusters Score -363842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -363844.843750 Penalty: 2416.952393
	Iteration 45Q: 3 clusters Score -363844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -363846.718750 Penalty: 2416.952393
	Iteration 46Q: 3 clusters Score -363846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -363847.281250 Penalty: 2416.952393
	Iteration 47Q: 3 clusters Score -363847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -363848.406250 Penalty: 2416.952393
	Iteration 48Q: 3 clusters Score -363848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -363848.875000 Penalty: 2416.952393
	Iteration 49Q: 3 clusters Score -363848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -363848.281250 Penalty: 2416.952393
	Iteration 50Q: 3 clusters Score -363848.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -363848.281250 Penalty: 2416.952393
	Iteration 51F: 3 clusters Score -363848.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Entering Unmasked Estep 
Score: -7404016.500000 Penalty: 1644.738159
	Iteration 0F: 2 clusters Score -7404016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -7363103.000000 Penalty: 3289.476318
	Iteration 0F: 3 clusters Score -7363103 nChanged 29356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -7379260.000000 Penalty: 3289.476318
	Iteration 1F: 3 clusters Score -7379260 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -7379802.000000 Penalty: 3289.476318
	Iteration 2Q: 3 clusters Score -7379802 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -7380286.500000 Penalty: 3289.476318
	Iteration 3Q: 3 clusters Score -7380286 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -7380756.000000 Penalty: 3289.476318
	Iteration 4Q: 3 clusters Score -7380756 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7381212.500000 Penalty: 3289.476318
	Iteration 5Q: 3 clusters Score -7381212 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -7381711.500000 Penalty: 3289.476318
	Iteration 6Q: 3 clusters Score -7381712 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -7382430.000000 Penalty: 3289.476318
	Iteration 7Q: 3 clusters Score -7382430 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -7383396.500000 Penalty: 3289.476318
	Iteration 8Q: 3 clusters Score -7383396 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -7384916.000000 Penalty: 3289.476318
	Iteration 9Q: 3 clusters Score -7384916 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -7387165.000000 Penalty: 3289.476318
	Iteration 10F: 3 clusters Score -7387165 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -7390633.000000 Penalty: 3289.476318
	Iteration 11F: 3 clusters Score -7390633 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -7394727.000000 Penalty: 3289.476318
	Iteration 12F: 3 clusters Score -7394727 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7398563.000000 Penalty: 3289.476318
	Iteration 13F: 3 clusters Score -7398563 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7400917.500000 Penalty: 3289.476318
	Iteration 14Q: 3 clusters Score -7400918 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7401994.000000 Penalty: 3289.476318
	Iteration 15Q: 3 clusters Score -7401994 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7402410.500000 Penalty: 3289.476318
	Iteration 16Q: 3 clusters Score -7402410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7402582.500000 Penalty: 3289.476318
	Iteration 17Q: 3 clusters Score -7402582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7402650.500000 Penalty: 3289.476318
	Iteration 18Q: 3 clusters Score -7402650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7402697.000000 Penalty: 3289.476318
	Iteration 19Q: 3 clusters Score -7402697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7402712.500000 Penalty: 3289.476318
	Iteration 20F: 3 clusters Score -7402712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7402729.000000 Penalty: 3289.476318
	Iteration 21Q: 3 clusters Score -7402729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7402726.000000 Penalty: 3289.476318
	Iteration 22Q: 3 clusters Score -7402726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7402724.500000 Penalty: 3289.476318
	Iteration 23Q: 3 clusters Score -7402724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7402724.500000 Penalty: 3289.476318
	Iteration 24Q: 3 clusters Score -7402724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7402732.000000 Penalty: 3289.476318
	Iteration 25Q: 3 clusters Score -7402732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7402726.500000 Penalty: 3289.476318
	Iteration 26Q: 3 clusters Score -7402726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7402726.500000 Penalty: 3289.476318
	Iteration 27F: 3 clusters Score -7402726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1162691.000000 Penalty: 1368.717285
	Iteration 0F: 2 clusters Score -1162691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1155996.250000 Penalty: 2737.434570
	Iteration 0F: 3 clusters Score -1155996 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1158162.500000 Penalty: 2737.434570
	Iteration 1F: 3 clusters Score -1158162 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1158445.500000 Penalty: 2737.434570
	Iteration 2F: 3 clusters Score -1158446 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1158646.750000 Penalty: 2737.434570
	Iteration 3Q: 3 clusters Score -1158647 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1158823.875000 Penalty: 2737.434570
	Iteration 4Q: 3 clusters Score -1158824 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1158989.125000 Penalty: 2737.434570
	Iteration 5Q: 3 clusters Score -1158989 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1159142.375000 Penalty: 2737.434570
	Iteration 6Q: 3 clusters Score -1159142 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1159310.750000 Penalty: 2737.434570
	Iteration 7Q: 3 clusters Score -1159311 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1159492.125000 Penalty: 2737.434570
	Iteration 8Q: 3 clusters Score -1159492 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1159697.500000 Penalty: 2737.434570
	Iteration 9Q: 3 clusters Score -1159698 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1159942.375000 Penalty: 2737.434570
	Iteration 10Q: 3 clusters Score -1159942 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1160207.125000 Penalty: 2737.434570
	Iteration 11Q: 3 clusters Score -1160207 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1160473.625000 Penalty: 2737.434570
	Iteration 12Q: 3 clusters Score -1160474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1160729.250000 Penalty: 2737.434570
	Iteration 13Q: 3 clusters Score -1160729 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1160974.750000 Penalty: 2737.434570
	Iteration 14Q: 3 clusters Score -1160975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1161142.125000 Penalty: 2737.434570
	Iteration 15Q: 3 clusters Score -1161142 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1161260.875000 Penalty: 2737.434570
	Iteration 16Q: 3 clusters Score -1161261 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1161354.000000 Penalty: 2737.434570
	Iteration 17Q: 3 clusters Score -1161354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1161409.750000 Penalty: 2737.434570
	Iteration 18Q: 3 clusters Score -1161410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1161450.000000 Penalty: 2737.434570
	Iteration 19Q: 3 clusters Score -1161450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1161483.500000 Penalty: 2737.434570
	Iteration 20F: 3 clusters Score -1161484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1161511.000000 Penalty: 2737.434570
	Iteration 21Q: 3 clusters Score -1161511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1161535.375000 Penalty: 2737.434570
	Iteration 22Q: 3 clusters Score -1161535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1161553.250000 Penalty: 2737.434570
	Iteration 23Q: 3 clusters Score -1161553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1161577.000000 Penalty: 2737.434570
	Iteration 24Q: 3 clusters Score -1161577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1161591.000000 Penalty: 2737.434570
	Iteration 25Q: 3 clusters Score -1161591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1161602.250000 Penalty: 2737.434570
	Iteration 26Q: 3 clusters Score -1161602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1161611.125000 Penalty: 2737.434570
	Iteration 27Q: 3 clusters Score -1161611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1161616.000000 Penalty: 2737.434570
	Iteration 28Q: 3 clusters Score -1161616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1161615.750000 Penalty: 2737.434570
	Iteration 29Q: 3 clusters Score -1161616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1161618.375000 Penalty: 2737.434570
	Iteration 30Q: 3 clusters Score -1161618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1161620.625000 Penalty: 2737.434570
	Iteration 31Q: 3 clusters Score -1161621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1161623.125000 Penalty: 2737.434570
	Iteration 32Q: 3 clusters Score -1161623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1161628.000000 Penalty: 2737.434570
	Iteration 33Q: 3 clusters Score -1161628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1161628.750000 Penalty: 2737.434570
	Iteration 34Q: 3 clusters Score -1161629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1161628.750000 Penalty: 2737.434570
	Iteration 35F: 3 clusters Score -1161629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (62437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Entering Unmasked Estep 
Score: -7124170.000000 Penalty: 1643.036743
	Iteration 0F: 2 clusters Score -7124170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -7083559.000000 Penalty: 3286.073486
	Iteration 0F: 3 clusters Score -7083559 nChanged 29202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7099788.500000 Penalty: 3286.073486
	Iteration 1F: 3 clusters Score -7099788 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -7100541.000000 Penalty: 3286.073486
	Iteration 2Q: 3 clusters Score -7100541 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -7101352.500000 Penalty: 3286.073486
	Iteration 3Q: 3 clusters Score -7101352 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7102415.000000 Penalty: 3286.073486
	Iteration 4Q: 3 clusters Score -7102415 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -7103886.500000 Penalty: 3286.073486
	Iteration 5Q: 3 clusters Score -7103886 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7105679.000000 Penalty: 3286.073486
	Iteration 6F: 3 clusters Score -7105679 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7108034.500000 Penalty: 3286.073486
	Iteration 7F: 3 clusters Score -7108034 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -7110692.500000 Penalty: 3286.073486
	Iteration 8F: 3 clusters Score -7110692 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -7113297.500000 Penalty: 3286.073486
	Iteration 9F: 3 clusters Score -7113298 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -7115320.500000 Penalty: 3286.073486
	Iteration 10Q: 3 clusters Score -7115320 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -7116950.500000 Penalty: 3286.073486
	Iteration 11Q: 3 clusters Score -7116950 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -7118080.500000 Penalty: 3286.073486
	Iteration 12Q: 3 clusters Score -7118080 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7118973.000000 Penalty: 3286.073486
	Iteration 13Q: 3 clusters Score -7118973 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -7119739.500000 Penalty: 3286.073486
	Iteration 14Q: 3 clusters Score -7119740 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -7120351.000000 Penalty: 3286.073486
	Iteration 15Q: 3 clusters Score -7120351 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -7120848.000000 Penalty: 3286.073486
	Iteration 16Q: 3 clusters Score -7120848 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7121299.500000 Penalty: 3286.073486
	Iteration 17Q: 3 clusters Score -7121300 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -7121678.500000 Penalty: 3286.073486
	Iteration 18Q: 3 clusters Score -7121678 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -7122011.500000 Penalty: 3286.073486
	Iteration 19Q: 3 clusters Score -7122012 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7122298.500000 Penalty: 3286.073486
	Iteration 20F: 3 clusters Score -7122298 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -7122534.500000 Penalty: 3286.073486
	Iteration 21Q: 3 clusters Score -7122534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -7122684.000000 Penalty: 3286.073486
	Iteration 22Q: 3 clusters Score -7122684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -7122772.500000 Penalty: 3286.073486
	Iteration 23Q: 3 clusters Score -7122772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -7122864.500000 Penalty: 3286.073486
	Iteration 24Q: 3 clusters Score -7122864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -7122917.500000 Penalty: 3286.073486
	Iteration 25Q: 3 clusters Score -7122918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -7122956.000000 Penalty: 3286.073486
	Iteration 26Q: 3 clusters Score -7122956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -7122986.000000 Penalty: 3286.073486
	Iteration 27Q: 3 clusters Score -7122986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -7123006.500000 Penalty: 3286.073486
	Iteration 28Q: 3 clusters Score -7123006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -7123012.500000 Penalty: 3286.073486
	Iteration 29Q: 3 clusters Score -7123012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -7123031.500000 Penalty: 3286.073486
	Iteration 30Q: 3 clusters Score -7123032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -7123039.500000 Penalty: 3286.073486
	Iteration 31Q: 3 clusters Score -7123040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -7123054.500000 Penalty: 3286.073486
	Iteration 32Q: 3 clusters Score -7123054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -7123064.000000 Penalty: 3286.073486
	Iteration 33Q: 3 clusters Score -7123064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -7123078.500000 Penalty: 3286.073486
	Iteration 34Q: 3 clusters Score -7123078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -7123086.500000 Penalty: 3286.073486
	Iteration 35Q: 3 clusters Score -7123086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -7123078.500000 Penalty: 3286.073486
	Iteration 36Q: 3 clusters Score -7123078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -7123083.000000 Penalty: 3286.073486
	Iteration 37Q: 3 clusters Score -7123083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -7123087.000000 Penalty: 3286.073486
	Iteration 38Q: 3 clusters Score -7123087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -7123084.500000 Penalty: 3286.073486
	Iteration 39Q: 3 clusters Score -7123084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -7123083.500000 Penalty: 3286.073486
	Iteration 40F: 3 clusters Score -7123084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -7123084.000000 Penalty: 3286.073486
	Iteration 41Q: 3 clusters Score -7123084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -7123084.500000 Penalty: 3286.073486
	Iteration 42Q: 3 clusters Score -7123084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7123094.000000 Penalty: 3286.073486
	Iteration 43Q: 3 clusters Score -7123094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -7123101.500000 Penalty: 3286.073486
	Iteration 44Q: 3 clusters Score -7123102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -7123088.500000 Penalty: 3286.073486
	Iteration 45Q: 3 clusters Score -7123088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -7123096.000000 Penalty: 3286.073486
	Iteration 46Q: 3 clusters Score -7123096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -7123092.500000 Penalty: 3286.073486
	Iteration 47Q: 3 clusters Score -7123092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -7123095.500000 Penalty: 3286.073486
	Iteration 48Q: 3 clusters Score -7123096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -7123105.000000 Penalty: 3286.073486
	Iteration 49Q: 3 clusters Score -7123105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -7123107.500000 Penalty: 3286.073486
	Iteration 50Q: 3 clusters Score -7123108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7123110.500000 Penalty: 3286.073486
	Iteration 51Q: 3 clusters Score -7123110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -7123111.000000 Penalty: 3286.073486
	Iteration 52Q: 3 clusters Score -7123111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -7123106.500000 Penalty: 3286.073486
	Iteration 53Q: 3 clusters Score -7123106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -7123110.000000 Penalty: 3286.073486
	Iteration 54Q: 3 clusters Score -7123110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -7123117.000000 Penalty: 3286.073486
	Iteration 55Q: 3 clusters Score -7123117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -7123116.000000 Penalty: 3286.073486
	Iteration 56Q: 3 clusters Score -7123116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -7123120.000000 Penalty: 3286.073486
	Iteration 57Q: 3 clusters Score -7123120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -7123115.000000 Penalty: 3286.073486
	Iteration 58Q: 3 clusters Score -7123115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -7123120.000000 Penalty: 3286.073486
	Iteration 59Q: 3 clusters Score -7123120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -7123124.000000 Penalty: 3286.073486
	Iteration 60F: 3 clusters Score -7123124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -7123116.500000 Penalty: 3286.073486
	Iteration 61Q: 3 clusters Score -7123116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -7123120.000000 Penalty: 3286.073486
	Iteration 62Q: 3 clusters Score -7123120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -7123122.000000 Penalty: 3286.073486
	Iteration 63Q: 3 clusters Score -7123122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -7123121.500000 Penalty: 3286.073486
	Iteration 64Q: 3 clusters Score -7123122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -7123122.000000 Penalty: 3286.073486
	Iteration 65Q: 3 clusters Score -7123122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -7123122.000000 Penalty: 3286.073486
	Iteration 66Q: 3 clusters Score -7123122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -7123122.000000 Penalty: 3286.073486
	Iteration 67F: 3 clusters Score -7123122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -564919.875000 Penalty: 1273.508789
	Iteration 0F: 2 clusters Score -564919.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -561098.250000 Penalty: 2547.017578
	Iteration 0F: 3 clusters Score -561098.2 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -562190.562500 Penalty: 2547.017578
	Iteration 1F: 3 clusters Score -562190.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -562386.187500 Penalty: 2547.017578
	Iteration 2F: 3 clusters Score -562386.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -562514.812500 Penalty: 2547.017578
	Iteration 3Q: 3 clusters Score -562514.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -562619.625000 Penalty: 2547.017578
	Iteration 4Q: 3 clusters Score -562619.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -562699.687500 Penalty: 2547.017578
	Iteration 5Q: 3 clusters Score -562699.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -562778.000000 Penalty: 2547.017578
	Iteration 6Q: 3 clusters Score -562778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -562855.312500 Penalty: 2547.017578
	Iteration 7Q: 3 clusters Score -562855.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -562922.250000 Penalty: 2547.017578
	Iteration 8Q: 3 clusters Score -562922.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -562980.437500 Penalty: 2547.017578
	Iteration 9Q: 3 clusters Score -562980.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -563041.062500 Penalty: 2547.017578
	Iteration 10Q: 3 clusters Score -563041.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -563110.812500 Penalty: 2547.017578
	Iteration 11Q: 3 clusters Score -563110.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -563177.500000 Penalty: 2547.017578
	Iteration 12Q: 3 clusters Score -563177.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -563233.187500 Penalty: 2547.017578
	Iteration 13Q: 3 clusters Score -563233.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -563286.187500 Penalty: 2547.017578
	Iteration 14Q: 3 clusters Score -563286.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -563332.812500 Penalty: 2547.017578
	Iteration 15Q: 3 clusters Score -563332.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -563373.062500 Penalty: 2547.017578
	Iteration 16Q: 3 clusters Score -563373.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -563408.062500 Penalty: 2547.017578
	Iteration 17Q: 3 clusters Score -563408.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -563442.500000 Penalty: 2547.017578
	Iteration 18Q: 3 clusters Score -563442.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -563471.937500 Penalty: 2547.017578
	Iteration 19Q: 3 clusters Score -563471.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -563498.750000 Penalty: 2547.017578
	Iteration 20F: 3 clusters Score -563498.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -563528.812500 Penalty: 2547.017578
	Iteration 21Q: 3 clusters Score -563528.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -563561.062500 Penalty: 2547.017578
	Iteration 22Q: 3 clusters Score -563561.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -563593.437500 Penalty: 2547.017578
	Iteration 23Q: 3 clusters Score -563593.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -563625.750000 Penalty: 2547.017578
	Iteration 24Q: 3 clusters Score -563625.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -563653.500000 Penalty: 2547.017578
	Iteration 25Q: 3 clusters Score -563653.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -563674.625000 Penalty: 2547.017578
	Iteration 26Q: 3 clusters Score -563674.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -563702.000000 Penalty: 2547.017578
	Iteration 27Q: 3 clusters Score -563702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -563726.625000 Penalty: 2547.017578
	Iteration 28Q: 3 clusters Score -563726.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -563749.937500 Penalty: 2547.017578
	Iteration 29Q: 3 clusters Score -563749.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -563769.250000 Penalty: 2547.017578
	Iteration 30Q: 3 clusters Score -563769.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -563793.562500 Penalty: 2547.017578
	Iteration 31Q: 3 clusters Score -563793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -563813.500000 Penalty: 2547.017578
	Iteration 32Q: 3 clusters Score -563813.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -563838.750000 Penalty: 2547.017578
	Iteration 33Q: 3 clusters Score -563838.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -563862.937500 Penalty: 2547.017578
	Iteration 34Q: 3 clusters Score -563862.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -563888.875000 Penalty: 2547.017578
	Iteration 35Q: 3 clusters Score -563888.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -563907.375000 Penalty: 2547.017578
	Iteration 36Q: 3 clusters Score -563907.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -563920.312500 Penalty: 2547.017578
	Iteration 37Q: 3 clusters Score -563920.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -563935.875000 Penalty: 2547.017578
	Iteration 38Q: 3 clusters Score -563935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -563947.125000 Penalty: 2547.017578
	Iteration 39Q: 3 clusters Score -563947.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -563957.062500 Penalty: 2547.017578
	Iteration 40F: 3 clusters Score -563957.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -563968.812500 Penalty: 2547.017578
	Iteration 41Q: 3 clusters Score -563968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -563979.875000 Penalty: 2547.017578
	Iteration 42Q: 3 clusters Score -563979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -563991.125000 Penalty: 2547.017578
	Iteration 43Q: 3 clusters Score -563991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -564001.250000 Penalty: 2547.017578
	Iteration 44Q: 3 clusters Score -564001.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -564006.937500 Penalty: 2547.017578
	Iteration 45Q: 3 clusters Score -564006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -564009.687500 Penalty: 2547.017578
	Iteration 46Q: 3 clusters Score -564009.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -564012.125000 Penalty: 2547.017578
	Iteration 47Q: 3 clusters Score -564012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564012.937500 Penalty: 2547.017578
	Iteration 48Q: 3 clusters Score -564012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564013.625000 Penalty: 2547.017578
	Iteration 49Q: 3 clusters Score -564013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -564014.687500 Penalty: 2547.017578
	Iteration 50Q: 3 clusters Score -564014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564016.187500 Penalty: 2547.017578
	Iteration 51Q: 3 clusters Score -564016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -564016.750000 Penalty: 2547.017578
	Iteration 52Q: 3 clusters Score -564016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -564016.250000 Penalty: 2547.017578
	Iteration 53Q: 3 clusters Score -564016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -564015.687500 Penalty: 2547.017578
	Iteration 54Q: 3 clusters Score -564015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -564016.375000 Penalty: 2547.017578
	Iteration 55Q: 3 clusters Score -564016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564017.250000 Penalty: 2547.017578
	Iteration 56Q: 3 clusters Score -564017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -564017.312500 Penalty: 2547.017578
	Iteration 57Q: 3 clusters Score -564017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564018.625000 Penalty: 2547.017578
	Iteration 58Q: 3 clusters Score -564018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -564017.687500 Penalty: 2547.017578
	Iteration 59Q: 3 clusters Score -564017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564019.250000 Penalty: 2547.017578
	Iteration 60F: 3 clusters Score -564019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -564021.062500 Penalty: 2547.017578
	Iteration 61Q: 3 clusters Score -564021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -564022.062500 Penalty: 2547.017578
	Iteration 62Q: 3 clusters Score -564022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -564022.062500 Penalty: 2547.017578
	Iteration 63F: 3 clusters Score -564022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (92002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Entering Unmasked Estep 
Score: -10663048.000000 Penalty: 1700.719360
	Iteration 0F: 2 clusters Score -1.066305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -10604341.000000 Penalty: 3401.438721
	Iteration 0F: 3 clusters Score -1.060434e+07 nChanged 43292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -10629503.000000 Penalty: 3401.438721
	Iteration 1F: 3 clusters Score -1.06295e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -10630903.000000 Penalty: 3401.438721
	Iteration 2Q: 3 clusters Score -1.06309e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -10632984.000000 Penalty: 3401.438721
	Iteration 3Q: 3 clusters Score -1.063298e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -10635750.000000 Penalty: 3401.438721
	Iteration 4F: 3 clusters Score -1.063575e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -10638868.000000 Penalty: 3401.438721
	Iteration 5F: 3 clusters Score -1.063887e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -10641712.000000 Penalty: 3401.438721
	Iteration 6F: 3 clusters Score -1.064171e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -10644290.000000 Penalty: 3401.438721
	Iteration 7F: 3 clusters Score -1.064429e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -10646422.000000 Penalty: 3401.438721
	Iteration 8Q: 3 clusters Score -1.064642e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -10648427.000000 Penalty: 3401.438721
	Iteration 9Q: 3 clusters Score -1.064843e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -10650352.000000 Penalty: 3401.438721
	Iteration 10Q: 3 clusters Score -1.065035e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -10651855.000000 Penalty: 3401.438721
	Iteration 11Q: 3 clusters Score -1.065186e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -10652995.000000 Penalty: 3401.438721
	Iteration 12Q: 3 clusters Score -1.0653e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -10653861.000000 Penalty: 3401.438721
	Iteration 13Q: 3 clusters Score -1.065386e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -10654397.000000 Penalty: 3401.438721
	Iteration 14Q: 3 clusters Score -1.06544e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -10654797.000000 Penalty: 3401.438721
	Iteration 15Q: 3 clusters Score -1.06548e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -10655214.000000 Penalty: 3401.438721
	Iteration 16Q: 3 clusters Score -1.065521e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -10655550.000000 Penalty: 3401.438721
	Iteration 17Q: 3 clusters Score -1.065555e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -10655900.000000 Penalty: 3401.438721
	Iteration 18Q: 3 clusters Score -1.06559e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -10656297.000000 Penalty: 3401.438721
	Iteration 19Q: 3 clusters Score -1.06563e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -10656707.000000 Penalty: 3401.438721
	Iteration 20F: 3 clusters Score -1.065671e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -10657131.000000 Penalty: 3401.438721
	Iteration 21Q: 3 clusters Score -1.065713e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -10657531.000000 Penalty: 3401.438721
	Iteration 22Q: 3 clusters Score -1.065753e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -10657884.000000 Penalty: 3401.438721
	Iteration 23Q: 3 clusters Score -1.065788e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -10658228.000000 Penalty: 3401.438721
	Iteration 24Q: 3 clusters Score -1.065823e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -10658606.000000 Penalty: 3401.438721
	Iteration 25Q: 3 clusters Score -1.065861e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -10658948.000000 Penalty: 3401.438721
	Iteration 26Q: 3 clusters Score -1.065895e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -10659223.000000 Penalty: 3401.438721
	Iteration 27Q: 3 clusters Score -1.065922e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -10659549.000000 Penalty: 3401.438721
	Iteration 28Q: 3 clusters Score -1.065955e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -10659845.000000 Penalty: 3401.438721
	Iteration 29Q: 3 clusters Score -1.065984e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -10660129.000000 Penalty: 3401.438721
	Iteration 30Q: 3 clusters Score -1.066013e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -10660327.000000 Penalty: 3401.438721
	Iteration 31Q: 3 clusters Score -1.066033e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -10660467.000000 Penalty: 3401.438721
	Iteration 32Q: 3 clusters Score -1.066047e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -10660622.000000 Penalty: 3401.438721
	Iteration 33Q: 3 clusters Score -1.066062e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -10660762.000000 Penalty: 3401.438721
	Iteration 34Q: 3 clusters Score -1.066076e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10660908.000000 Penalty: 3401.438721
	Iteration 35Q: 3 clusters Score -1.066091e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10661054.000000 Penalty: 3401.438721
	Iteration 36Q: 3 clusters Score -1.066105e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10661139.000000 Penalty: 3401.438721
	Iteration 37Q: 3 clusters Score -1.066114e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -10661229.000000 Penalty: 3401.438721
	Iteration 38Q: 3 clusters Score -1.066123e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10661282.000000 Penalty: 3401.438721
	Iteration 39Q: 3 clusters Score -1.066128e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10661354.000000 Penalty: 3401.438721
	Iteration 40F: 3 clusters Score -1.066135e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10661443.000000 Penalty: 3401.438721
	Iteration 41Q: 3 clusters Score -1.066144e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10661500.000000 Penalty: 3401.438721
	Iteration 42Q: 3 clusters Score -1.06615e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10661542.000000 Penalty: 3401.438721
	Iteration 43Q: 3 clusters Score -1.066154e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10661577.000000 Penalty: 3401.438721
	Iteration 44Q: 3 clusters Score -1.066158e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10661584.000000 Penalty: 3401.438721
	Iteration 45Q: 3 clusters Score -1.066158e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10661604.000000 Penalty: 3401.438721
	Iteration 46Q: 3 clusters Score -1.06616e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10661615.000000 Penalty: 3401.438721
	Iteration 47Q: 3 clusters Score -1.066162e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10661639.000000 Penalty: 3401.438721
	Iteration 48Q: 3 clusters Score -1.066164e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10661660.000000 Penalty: 3401.438721
	Iteration 49Q: 3 clusters Score -1.066166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10661691.000000 Penalty: 3401.438721
	Iteration 50Q: 3 clusters Score -1.066169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10661681.000000 Penalty: 3401.438721
	Iteration 51Q: 3 clusters Score -1.066168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10661710.000000 Penalty: 3401.438721
	Iteration 52Q: 3 clusters Score -1.066171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10661719.000000 Penalty: 3401.438721
	Iteration 53Q: 3 clusters Score -1.066172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10661718.000000 Penalty: 3401.438721
	Iteration 54Q: 3 clusters Score -1.066172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10661723.000000 Penalty: 3401.438721
	Iteration 55Q: 3 clusters Score -1.066172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10661725.000000 Penalty: 3401.438721
	Iteration 56Q: 3 clusters Score -1.066172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10661732.000000 Penalty: 3401.438721
	Iteration 57Q: 3 clusters Score -1.066173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10661751.000000 Penalty: 3401.438721
	Iteration 58Q: 3 clusters Score -1.066175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10661754.000000 Penalty: 3401.438721
	Iteration 59Q: 3 clusters Score -1.066175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10661778.000000 Penalty: 3401.438721
	Iteration 60F: 3 clusters Score -1.066178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10661776.000000 Penalty: 3401.438721
	Iteration 61Q: 3 clusters Score -1.066178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10661776.000000 Penalty: 3401.438721
	Iteration 62Q: 3 clusters Score -1.066178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10661776.000000 Penalty: 3401.438721
	Iteration 63Q: 3 clusters Score -1.066178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10661784.000000 Penalty: 3401.438721
	Iteration 64Q: 3 clusters Score -1.066178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10661782.000000 Penalty: 3401.438721
	Iteration 65Q: 3 clusters Score -1.066178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10661781.000000 Penalty: 3401.438721
	Iteration 66Q: 3 clusters Score -1.066178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10661781.000000 Penalty: 3401.438721
	Iteration 67Q: 3 clusters Score -1.066178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10661777.000000 Penalty: 3401.438721
	Iteration 68Q: 3 clusters Score -1.066178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10661785.000000 Penalty: 3401.438721
	Iteration 69Q: 3 clusters Score -1.066178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10661775.000000 Penalty: 3401.438721
	Iteration 70Q: 3 clusters Score -1.066178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10661781.000000 Penalty: 3401.438721
	Iteration 71Q: 3 clusters Score -1.066178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10661783.000000 Penalty: 3401.438721
	Iteration 72Q: 3 clusters Score -1.066178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10661792.000000 Penalty: 3401.438721
	Iteration 73Q: 3 clusters Score -1.066179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10661791.000000 Penalty: 3401.438721
	Iteration 74Q: 3 clusters Score -1.066179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10661798.000000 Penalty: 3401.438721
	Iteration 75Q: 3 clusters Score -1.06618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10661793.000000 Penalty: 3401.438721
	Iteration 76Q: 3 clusters Score -1.066179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10661809.000000 Penalty: 3401.438721
	Iteration 77Q: 3 clusters Score -1.066181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10661809.000000 Penalty: 3401.438721
	Iteration 78Q: 3 clusters Score -1.066181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10661810.000000 Penalty: 3401.438721
	Iteration 79Q: 3 clusters Score -1.066181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10661822.000000 Penalty: 3401.438721
	Iteration 80F: 3 clusters Score -1.066182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10661830.000000 Penalty: 3401.438721
	Iteration 81Q: 3 clusters Score -1.066183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10661839.000000 Penalty: 3401.438721
	Iteration 82Q: 3 clusters Score -1.066184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10661839.000000 Penalty: 3401.438721
	Iteration 83Q: 3 clusters Score -1.066184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10661843.000000 Penalty: 3401.438721
	Iteration 84Q: 3 clusters Score -1.066184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10661844.000000 Penalty: 3401.438721
	Iteration 85Q: 3 clusters Score -1.066184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10661838.000000 Penalty: 3401.438721
	Iteration 86Q: 3 clusters Score -1.066184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10661845.000000 Penalty: 3401.438721
	Iteration 87Q: 3 clusters Score -1.066184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10661841.000000 Penalty: 3401.438721
	Iteration 88Q: 3 clusters Score -1.066184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10661838.000000 Penalty: 3401.438721
	Iteration 89Q: 3 clusters Score -1.066184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10661847.000000 Penalty: 3401.438721
	Iteration 90Q: 3 clusters Score -1.066185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10661838.000000 Penalty: 3401.438721
	Iteration 91Q: 3 clusters Score -1.066184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10661843.000000 Penalty: 3401.438721
	Iteration 92Q: 3 clusters Score -1.066184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10661849.000000 Penalty: 3401.438721
	Iteration 93Q: 3 clusters Score -1.066185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10661848.000000 Penalty: 3401.438721
	Iteration 94Q: 3 clusters Score -1.066185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10661858.000000 Penalty: 3401.438721
	Iteration 95Q: 3 clusters Score -1.066186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10661847.000000 Penalty: 3401.438721
	Iteration 96Q: 3 clusters Score -1.066185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10661847.000000 Penalty: 3401.438721
	Iteration 97F: 3 clusters Score -1.066185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (31985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Entering Unmasked Estep 
Score: -3736171.500000 Penalty: 1543.505737
	Iteration 0F: 2 clusters Score -3736172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3715318.250000 Penalty: 3087.011475
	Iteration 0F: 3 clusters Score -3715318 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3723404.000000 Penalty: 3087.011475
	Iteration 1F: 3 clusters Score -3723404 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3724014.750000 Penalty: 3087.011475
	Iteration 2Q: 3 clusters Score -3724015 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3724723.250000 Penalty: 3087.011475
	Iteration 3Q: 3 clusters Score -3724723 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3725680.500000 Penalty: 3087.011475
	Iteration 4F: 3 clusters Score -3725680 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3727142.500000 Penalty: 3087.011475
	Iteration 5F: 3 clusters Score -3727142 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3729149.750000 Penalty: 3087.011475
	Iteration 6F: 3 clusters Score -3729150 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3731287.750000 Penalty: 3087.011475
	Iteration 7F: 3 clusters Score -3731288 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3732945.000000 Penalty: 3087.011475
	Iteration 8F: 3 clusters Score -3732945 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3733887.500000 Penalty: 3087.011475
	Iteration 9Q: 3 clusters Score -3733888 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3734365.000000 Penalty: 3087.011475
	Iteration 10Q: 3 clusters Score -3734365 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3734638.250000 Penalty: 3087.011475
	Iteration 11Q: 3 clusters Score -3734638 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3734794.500000 Penalty: 3087.011475
	Iteration 12Q: 3 clusters Score -3734794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3734907.750000 Penalty: 3087.011475
	Iteration 13Q: 3 clusters Score -3734908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3734980.000000 Penalty: 3087.011475
	Iteration 14Q: 3 clusters Score -3734980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3735026.750000 Penalty: 3087.011475
	Iteration 15Q: 3 clusters Score -3735027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3735059.500000 Penalty: 3087.011475
	Iteration 16Q: 3 clusters Score -3735060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -3735068.250000 Penalty: 3087.011475
	Iteration 17Q: 3 clusters Score -3735068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3735082.500000 Penalty: 3087.011475
	Iteration 18Q: 3 clusters Score -3735082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3735091.250000 Penalty: 3087.011475
	Iteration 19Q: 3 clusters Score -3735091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3735103.000000 Penalty: 3087.011475
	Iteration 20F: 3 clusters Score -3735103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3735111.500000 Penalty: 3087.011475
	Iteration 21Q: 3 clusters Score -3735112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3735120.500000 Penalty: 3087.011475
	Iteration 22Q: 3 clusters Score -3735120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3735123.750000 Penalty: 3087.011475
	Iteration 23Q: 3 clusters Score -3735124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3735126.000000 Penalty: 3087.011475
	Iteration 24Q: 3 clusters Score -3735126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3735128.000000 Penalty: 3087.011475
	Iteration 25Q: 3 clusters Score -3735128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3735129.000000 Penalty: 3087.011475
	Iteration 26Q: 3 clusters Score -3735129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3735123.750000 Penalty: 3087.011475
	Iteration 27Q: 3 clusters Score -3735124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3735123.750000 Penalty: 3087.011475
	Iteration 28F: 3 clusters Score -3735124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Entering Unmasked Estep 
Score: -2969756.500000 Penalty: 1517.271362
	Iteration 0F: 2 clusters Score -2969756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2952135.250000 Penalty: 3034.542725
	Iteration 0F: 3 clusters Score -2952135 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2958932.750000 Penalty: 3034.542725
	Iteration 1F: 3 clusters Score -2958933 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2959381.000000 Penalty: 3034.542725
	Iteration 2Q: 3 clusters Score -2959381 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2959780.750000 Penalty: 3034.542725
	Iteration 3Q: 3 clusters Score -2959781 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2960163.000000 Penalty: 3034.542725
	Iteration 4Q: 3 clusters Score -2960163 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2960626.250000 Penalty: 3034.542725
	Iteration 5Q: 3 clusters Score -2960626 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2961241.000000 Penalty: 3034.542725
	Iteration 6Q: 3 clusters Score -2961241 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2962135.000000 Penalty: 3034.542725
	Iteration 7F: 3 clusters Score -2962135 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2963235.250000 Penalty: 3034.542725
	Iteration 8F: 3 clusters Score -2963235 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2964410.500000 Penalty: 3034.542725
	Iteration 9F: 3 clusters Score -2964410 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2965593.750000 Penalty: 3034.542725
	Iteration 10F: 3 clusters Score -2965594 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2966662.250000 Penalty: 3034.542725
	Iteration 11Q: 3 clusters Score -2966662 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2967474.250000 Penalty: 3034.542725
	Iteration 12Q: 3 clusters Score -2967474 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2968011.250000 Penalty: 3034.542725
	Iteration 13Q: 3 clusters Score -2968011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2968354.000000 Penalty: 3034.542725
	Iteration 14Q: 3 clusters Score -2968354 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2968533.250000 Penalty: 3034.542725
	Iteration 15Q: 3 clusters Score -2968533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2968637.000000 Penalty: 3034.542725
	Iteration 16Q: 3 clusters Score -2968637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2968704.500000 Penalty: 3034.542725
	Iteration 17Q: 3 clusters Score -2968704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2968744.750000 Penalty: 3034.542725
	Iteration 18Q: 3 clusters Score -2968745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -2968782.250000 Penalty: 3034.542725
	Iteration 19Q: 3 clusters Score -2968782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2968802.750000 Penalty: 3034.542725
	Iteration 20F: 3 clusters Score -2968803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2968820.500000 Penalty: 3034.542725
	Iteration 21Q: 3 clusters Score -2968820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2968839.250000 Penalty: 3034.542725
	Iteration 22Q: 3 clusters Score -2968839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2968852.500000 Penalty: 3034.542725
	Iteration 23Q: 3 clusters Score -2968852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2968864.250000 Penalty: 3034.542725
	Iteration 24Q: 3 clusters Score -2968864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2968877.000000 Penalty: 3034.542725
	Iteration 25Q: 3 clusters Score -2968877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2968884.000000 Penalty: 3034.542725
	Iteration 26Q: 3 clusters Score -2968884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2968891.000000 Penalty: 3034.542725
	Iteration 27Q: 3 clusters Score -2968891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2968896.750000 Penalty: 3034.542725
	Iteration 28Q: 3 clusters Score -2968897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2968894.000000 Penalty: 3034.542725
	Iteration 29Q: 3 clusters Score -2968894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2968905.000000 Penalty: 3034.542725
	Iteration 30Q: 3 clusters Score -2968905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2968904.250000 Penalty: 3034.542725
	Iteration 31Q: 3 clusters Score -2968904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -2968905.500000 Penalty: 3034.542725
	Iteration 32Q: 3 clusters Score -2968906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2968904.000000 Penalty: 3034.542725
	Iteration 33Q: 3 clusters Score -2968904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2968907.750000 Penalty: 3034.542725
	Iteration 34Q: 3 clusters Score -2968908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2968909.000000 Penalty: 3034.542725
	Iteration 35Q: 3 clusters Score -2968909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2968907.750000 Penalty: 3034.542725
	Iteration 36Q: 3 clusters Score -2968908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2968907.750000 Penalty: 3034.542725
	Iteration 37F: 3 clusters Score -2968908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Entering Unmasked Estep 
Score: -1086497.250000 Penalty: 1366.868774
	Iteration 0F: 2 clusters Score -1086497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1079880.625000 Penalty: 2733.737549
	Iteration 0F: 3 clusters Score -1079881 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1082119.500000 Penalty: 2733.737549
	Iteration 1F: 3 clusters Score -1082120 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1082478.625000 Penalty: 2733.737549
	Iteration 2F: 3 clusters Score -1082479 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1082761.250000 Penalty: 2733.737549
	Iteration 3F: 3 clusters Score -1082761 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1083016.375000 Penalty: 2733.737549
	Iteration 4Q: 3 clusters Score -1083016 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1083227.625000 Penalty: 2733.737549
	Iteration 5Q: 3 clusters Score -1083228 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1083403.375000 Penalty: 2733.737549
	Iteration 6Q: 3 clusters Score -1083403 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1083552.250000 Penalty: 2733.737549
	Iteration 7Q: 3 clusters Score -1083552 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1083683.125000 Penalty: 2733.737549
	Iteration 8Q: 3 clusters Score -1083683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1083794.000000 Penalty: 2733.737549
	Iteration 9Q: 3 clusters Score -1083794 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1083923.000000 Penalty: 2733.737549
	Iteration 10Q: 3 clusters Score -1083923 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1084048.250000 Penalty: 2733.737549
	Iteration 11Q: 3 clusters Score -1084048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1084165.500000 Penalty: 2733.737549
	Iteration 12Q: 3 clusters Score -1084166 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1084297.125000 Penalty: 2733.737549
	Iteration 13Q: 3 clusters Score -1084297 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1084436.125000 Penalty: 2733.737549
	Iteration 14Q: 3 clusters Score -1084436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1084566.375000 Penalty: 2733.737549
	Iteration 15Q: 3 clusters Score -1084566 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1084718.750000 Penalty: 2733.737549
	Iteration 16Q: 3 clusters Score -1084719 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1084861.750000 Penalty: 2733.737549
	Iteration 17Q: 3 clusters Score -1084862 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1084974.750000 Penalty: 2733.737549
	Iteration 18Q: 3 clusters Score -1084975 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1085072.250000 Penalty: 2733.737549
	Iteration 19Q: 3 clusters Score -1085072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1085158.000000 Penalty: 2733.737549
	Iteration 20F: 3 clusters Score -1085158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1085226.750000 Penalty: 2733.737549
	Iteration 21Q: 3 clusters Score -1085227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1085280.000000 Penalty: 2733.737549
	Iteration 22Q: 3 clusters Score -1085280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1085319.250000 Penalty: 2733.737549
	Iteration 23Q: 3 clusters Score -1085319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1085346.000000 Penalty: 2733.737549
	Iteration 24Q: 3 clusters Score -1085346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1085363.875000 Penalty: 2733.737549
	Iteration 25Q: 3 clusters Score -1085364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1085382.500000 Penalty: 2733.737549
	Iteration 26Q: 3 clusters Score -1085382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1085404.500000 Penalty: 2733.737549
	Iteration 27Q: 3 clusters Score -1085404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1085421.500000 Penalty: 2733.737549
	Iteration 28Q: 3 clusters Score -1085422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1085434.500000 Penalty: 2733.737549
	Iteration 29Q: 3 clusters Score -1085434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1085449.000000 Penalty: 2733.737549
	Iteration 30Q: 3 clusters Score -1085449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1085463.875000 Penalty: 2733.737549
	Iteration 31Q: 3 clusters Score -1085464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1085476.000000 Penalty: 2733.737549
	Iteration 32Q: 3 clusters Score -1085476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1085490.500000 Penalty: 2733.737549
	Iteration 33Q: 3 clusters Score -1085490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1085502.125000 Penalty: 2733.737549
	Iteration 34Q: 3 clusters Score -1085502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1085511.375000 Penalty: 2733.737549
	Iteration 35Q: 3 clusters Score -1085511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1085522.250000 Penalty: 2733.737549
	Iteration 36Q: 3 clusters Score -1085522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1085527.250000 Penalty: 2733.737549
	Iteration 37Q: 3 clusters Score -1085527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1085533.875000 Penalty: 2733.737549
	Iteration 38Q: 3 clusters Score -1085534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1085536.500000 Penalty: 2733.737549
	Iteration 39Q: 3 clusters Score -1085536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1085539.625000 Penalty: 2733.737549
	Iteration 40F: 3 clusters Score -1085540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1085543.125000 Penalty: 2733.737549
	Iteration 41Q: 3 clusters Score -1085543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1085546.500000 Penalty: 2733.737549
	Iteration 42Q: 3 clusters Score -1085546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1085556.000000 Penalty: 2733.737549
	Iteration 43Q: 3 clusters Score -1085556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1085559.125000 Penalty: 2733.737549
	Iteration 44Q: 3 clusters Score -1085559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1085560.750000 Penalty: 2733.737549
	Iteration 45Q: 3 clusters Score -1085561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1085566.000000 Penalty: 2733.737549
	Iteration 46Q: 3 clusters Score -1085566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1085565.875000 Penalty: 2733.737549
	Iteration 47Q: 3 clusters Score -1085566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1085569.375000 Penalty: 2733.737549
	Iteration 48Q: 3 clusters Score -1085569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1085573.125000 Penalty: 2733.737549
	Iteration 49Q: 3 clusters Score -1085573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1085576.875000 Penalty: 2733.737549
	Iteration 50Q: 3 clusters Score -1085577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1085581.375000 Penalty: 2733.737549
	Iteration 51Q: 3 clusters Score -1085581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1085581.750000 Penalty: 2733.737549
	Iteration 52Q: 3 clusters Score -1085582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1085588.500000 Penalty: 2733.737549
	Iteration 53Q: 3 clusters Score -1085588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1085592.625000 Penalty: 2733.737549
	Iteration 54Q: 3 clusters Score -1085593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1085595.000000 Penalty: 2733.737549
	Iteration 55Q: 3 clusters Score -1085595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1085595.875000 Penalty: 2733.737549
	Iteration 56Q: 3 clusters Score -1085596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1085595.375000 Penalty: 2733.737549
	Iteration 57Q: 3 clusters Score -1085595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1085596.250000 Penalty: 2733.737549
	Iteration 58Q: 3 clusters Score -1085596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1085598.000000 Penalty: 2733.737549
	Iteration 59Q: 3 clusters Score -1085598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1085598.000000 Penalty: 2733.737549
	Iteration 60F: 3 clusters Score -1085598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -241444.765625 Penalty: 1142.810181
	Iteration 0F: 2 clusters Score -241444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -239452.531250 Penalty: 2285.620361
	Iteration 0F: 3 clusters Score -239452.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -239991.078125 Penalty: 2285.620361
	Iteration 1F: 3 clusters Score -239991.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -240152.000000 Penalty: 2285.620361
	Iteration 2F: 3 clusters Score -240152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240247.578125 Penalty: 2285.620361
	Iteration 3Q: 3 clusters Score -240247.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -240327.375000 Penalty: 2285.620361
	Iteration 4Q: 3 clusters Score -240327.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -240400.984375 Penalty: 2285.620361
	Iteration 5Q: 3 clusters Score -240401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -240480.406250 Penalty: 2285.620361
	Iteration 6Q: 3 clusters Score -240480.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240568.125000 Penalty: 2285.620361
	Iteration 7Q: 3 clusters Score -240568.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -240710.250000 Penalty: 2285.620361
	Iteration 8Q: 3 clusters Score -240710.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -240865.812500 Penalty: 2285.620361
	Iteration 9Q: 3 clusters Score -240865.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -241004.796875 Penalty: 2285.620361
	Iteration 10Q: 3 clusters Score -241004.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -241113.937500 Penalty: 2285.620361
	Iteration 11Q: 3 clusters Score -241113.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -241176.156250 Penalty: 2285.620361
	Iteration 12Q: 3 clusters Score -241176.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -241225.250000 Penalty: 2285.620361
	Iteration 13Q: 3 clusters Score -241225.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -241266.875000 Penalty: 2285.620361
	Iteration 14Q: 3 clusters Score -241266.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -241290.203125 Penalty: 2285.620361
	Iteration 15Q: 3 clusters Score -241290.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -241312.484375 Penalty: 2285.620361
	Iteration 16Q: 3 clusters Score -241312.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -241335.265625 Penalty: 2285.620361
	Iteration 17Q: 3 clusters Score -241335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241354.312500 Penalty: 2285.620361
	Iteration 18Q: 3 clusters Score -241354.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -241371.171875 Penalty: 2285.620361
	Iteration 19Q: 3 clusters Score -241371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -241388.781250 Penalty: 2285.620361
	Iteration 20F: 3 clusters Score -241388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -241409.203125 Penalty: 2285.620361
	Iteration 21Q: 3 clusters Score -241409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -241423.937500 Penalty: 2285.620361
	Iteration 22Q: 3 clusters Score -241423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -241439.031250 Penalty: 2285.620361
	Iteration 23Q: 3 clusters Score -241439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -241453.375000 Penalty: 2285.620361
	Iteration 24Q: 3 clusters Score -241453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -241460.078125 Penalty: 2285.620361
	Iteration 25Q: 3 clusters Score -241460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -241468.015625 Penalty: 2285.620361
	Iteration 26Q: 3 clusters Score -241468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -241475.578125 Penalty: 2285.620361
	Iteration 27Q: 3 clusters Score -241475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -241481.546875 Penalty: 2285.620361
	Iteration 28Q: 3 clusters Score -241481.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -241492.156250 Penalty: 2285.620361
	Iteration 29Q: 3 clusters Score -241492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -241500.750000 Penalty: 2285.620361
	Iteration 30Q: 3 clusters Score -241500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -241506.375000 Penalty: 2285.620361
	Iteration 31Q: 3 clusters Score -241506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -241512.375000 Penalty: 2285.620361
	Iteration 32Q: 3 clusters Score -241512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -241514.437500 Penalty: 2285.620361
	Iteration 33Q: 3 clusters Score -241514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -241516.312500 Penalty: 2285.620361
	Iteration 34Q: 3 clusters Score -241516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -241516.312500 Penalty: 2285.620361
	Iteration 35F: 3 clusters Score -241516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 16182 members 
Mstep: Class 59 contains 226 members 
Mstep: Class 60 contains 2201 members 
Mstep: Class 61 contains 1615 members 
Entering Unmasked Estep 
Score: -111075648.000000 Penalty: 125434.984375
Splitting cluster 37 changes total score from -111068072.000000 to -111075648.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 38 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -29842.568359 Penalty: 879.929260
	Iteration 0F: 2 clusters Score -29842.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29169.529297 Penalty: 1759.858521
	Iteration 0F: 3 clusters Score -29169.53 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29442.849609 Penalty: 1759.858521
	Iteration 1F: 3 clusters Score -29442.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29574.712891 Penalty: 1759.858521
	Iteration 2F: 3 clusters Score -29574.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29655.701172 Penalty: 1759.858521
	Iteration 3Q: 3 clusters Score -29655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29720.009766 Penalty: 1759.858521
	Iteration 4Q: 3 clusters Score -29720.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29763.689453 Penalty: 1759.858521
	Iteration 5Q: 3 clusters Score -29763.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29774.154297 Penalty: 1759.858521
	Iteration 6Q: 3 clusters Score -29774.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29787.960938 Penalty: 1759.858521
	Iteration 7Q: 3 clusters Score -29787.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29787.960938 Penalty: 1759.858521
	Iteration 8F: 3 clusters Score -29787.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -370765.625000 Penalty: 1219.793701
	Iteration 0F: 2 clusters Score -370765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -367942.531250 Penalty: 2439.587402
	Iteration 0F: 3 clusters Score -367942.5 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -368823.312500 Penalty: 2439.587402
	Iteration 1F: 3 clusters Score -368823.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -369104.093750 Penalty: 2439.587402
	Iteration 2F: 3 clusters Score -369104.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369287.968750 Penalty: 2439.587402
	Iteration 3F: 3 clusters Score -369288 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -369413.031250 Penalty: 2439.587402
	Iteration 4Q: 3 clusters Score -369413 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -369509.437500 Penalty: 2439.587402
	Iteration 5Q: 3 clusters Score -369509.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -369582.750000 Penalty: 2439.587402
	Iteration 6Q: 3 clusters Score -369582.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -369647.343750 Penalty: 2439.587402
	Iteration 7Q: 3 clusters Score -369647.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -369689.562500 Penalty: 2439.587402
	Iteration 8Q: 3 clusters Score -369689.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -369718.187500 Penalty: 2439.587402
	Iteration 9Q: 3 clusters Score -369718.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -369737.093750 Penalty: 2439.587402
	Iteration 10Q: 3 clusters Score -369737.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -369751.437500 Penalty: 2439.587402
	Iteration 11Q: 3 clusters Score -369751.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -369761.500000 Penalty: 2439.587402
	Iteration 12Q: 3 clusters Score -369761.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -369771.156250 Penalty: 2439.587402
	Iteration 13Q: 3 clusters Score -369771.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -369781.968750 Penalty: 2439.587402
	Iteration 14Q: 3 clusters Score -369782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -369790.937500 Penalty: 2439.587402
	Iteration 15Q: 3 clusters Score -369790.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -369800.781250 Penalty: 2439.587402
	Iteration 16Q: 3 clusters Score -369800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369810.093750 Penalty: 2439.587402
	Iteration 17Q: 3 clusters Score -369810.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -369822.812500 Penalty: 2439.587402
	Iteration 18Q: 3 clusters Score -369822.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -369833.968750 Penalty: 2439.587402
	Iteration 19Q: 3 clusters Score -369834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369846.062500 Penalty: 2439.587402
	Iteration 20F: 3 clusters Score -369846.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -369855.156250 Penalty: 2439.587402
	Iteration 21Q: 3 clusters Score -369855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -369861.375000 Penalty: 2439.587402
	Iteration 22Q: 3 clusters Score -369861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -369866.000000 Penalty: 2439.587402
	Iteration 23Q: 3 clusters Score -369866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -369872.062500 Penalty: 2439.587402
	Iteration 24Q: 3 clusters Score -369872.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -369875.906250 Penalty: 2439.587402
	Iteration 25Q: 3 clusters Score -369875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -369880.250000 Penalty: 2439.587402
	Iteration 26Q: 3 clusters Score -369880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369885.031250 Penalty: 2439.587402
	Iteration 27Q: 3 clusters Score -369885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369890.312500 Penalty: 2439.587402
	Iteration 28Q: 3 clusters Score -369890.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -369895.187500 Penalty: 2439.587402
	Iteration 29Q: 3 clusters Score -369895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -369899.093750 Penalty: 2439.587402
	Iteration 30Q: 3 clusters Score -369899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -369901.843750 Penalty: 2439.587402
	Iteration 31Q: 3 clusters Score -369901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -369904.312500 Penalty: 2439.587402
	Iteration 32Q: 3 clusters Score -369904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -369908.375000 Penalty: 2439.587402
	Iteration 33Q: 3 clusters Score -369908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -369912.468750 Penalty: 2439.587402
	Iteration 34Q: 3 clusters Score -369912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -369913.875000 Penalty: 2439.587402
	Iteration 35Q: 3 clusters Score -369913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -369915.000000 Penalty: 2439.587402
	Iteration 36Q: 3 clusters Score -369915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -369918.156250 Penalty: 2439.587402
	Iteration 37Q: 3 clusters Score -369918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -369922.281250 Penalty: 2439.587402
	Iteration 38Q: 3 clusters Score -369922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -369925.875000 Penalty: 2439.587402
	Iteration 39Q: 3 clusters Score -369925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -369932.187500 Penalty: 2439.587402
	Iteration 40F: 3 clusters Score -369932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -369937.312500 Penalty: 2439.587402
	Iteration 41Q: 3 clusters Score -369937.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -369944.000000 Penalty: 2439.587402
	Iteration 42Q: 3 clusters Score -369944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -369949.312500 Penalty: 2439.587402
	Iteration 43Q: 3 clusters Score -369949.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -369956.125000 Penalty: 2439.587402
	Iteration 44Q: 3 clusters Score -369956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -369962.656250 Penalty: 2439.587402
	Iteration 45Q: 3 clusters Score -369962.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -369970.156250 Penalty: 2439.587402
	Iteration 46Q: 3 clusters Score -369970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -369974.593750 Penalty: 2439.587402
	Iteration 47Q: 3 clusters Score -369974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -369978.968750 Penalty: 2439.587402
	Iteration 48Q: 3 clusters Score -369979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -369982.875000 Penalty: 2439.587402
	Iteration 49Q: 3 clusters Score -369982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369986.625000 Penalty: 2439.587402
	Iteration 50Q: 3 clusters Score -369986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -369986.343750 Penalty: 2439.587402
	Iteration 51Q: 3 clusters Score -369986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -369987.656250 Penalty: 2439.587402
	Iteration 52Q: 3 clusters Score -369987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -369987.937500 Penalty: 2439.587402
	Iteration 53Q: 3 clusters Score -369987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -369989.343750 Penalty: 2439.587402
	Iteration 54Q: 3 clusters Score -369989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -369991.343750 Penalty: 2439.587402
	Iteration 55Q: 3 clusters Score -369991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -369994.656250 Penalty: 2439.587402
	Iteration 56Q: 3 clusters Score -369994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -369995.531250 Penalty: 2439.587402
	Iteration 57Q: 3 clusters Score -369995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -369997.312500 Penalty: 2439.587402
	Iteration 58Q: 3 clusters Score -369997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -369999.125000 Penalty: 2439.587402
	Iteration 59Q: 3 clusters Score -369999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -370000.531250 Penalty: 2439.587402
	Iteration 60F: 3 clusters Score -370000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -370002.531250 Penalty: 2439.587402
	Iteration 61Q: 3 clusters Score -370002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -370007.812500 Penalty: 2439.587402
	Iteration 62Q: 3 clusters Score -370007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -370013.437500 Penalty: 2439.587402
	Iteration 63Q: 3 clusters Score -370013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -370018.406250 Penalty: 2439.587402
	Iteration 64Q: 3 clusters Score -370018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -370023.156250 Penalty: 2439.587402
	Iteration 65Q: 3 clusters Score -370023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -370025.906250 Penalty: 2439.587402
	Iteration 66Q: 3 clusters Score -370025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -370025.187500 Penalty: 2439.587402
	Iteration 67Q: 3 clusters Score -370025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -370027.281250 Penalty: 2439.587402
	Iteration 68Q: 3 clusters Score -370027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -370029.750000 Penalty: 2439.587402
	Iteration 69Q: 3 clusters Score -370029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -370030.437500 Penalty: 2439.587402
	Iteration 70Q: 3 clusters Score -370030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -370034.343750 Penalty: 2439.587402
	Iteration 71Q: 3 clusters Score -370034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -370037.375000 Penalty: 2439.587402
	Iteration 72Q: 3 clusters Score -370037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -370038.812500 Penalty: 2439.587402
	Iteration 73Q: 3 clusters Score -370038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -370040.062500 Penalty: 2439.587402
	Iteration 74Q: 3 clusters Score -370040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -370040.062500 Penalty: 2439.587402
	Iteration 75F: 3 clusters Score -370040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Entering Unmasked Estep 
Score: -1834890.750000 Penalty: 1436.371948
	Iteration 0F: 2 clusters Score -1834891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1824546.750000 Penalty: 2872.743896
	Iteration 0F: 3 clusters Score -1824547 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1828234.375000 Penalty: 2872.743896
	Iteration 1F: 3 clusters Score -1828234 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1828667.125000 Penalty: 2872.743896
	Iteration 2F: 3 clusters Score -1828667 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1829127.125000 Penalty: 2872.743896
	Iteration 3F: 3 clusters Score -1829127 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1829620.500000 Penalty: 2872.743896
	Iteration 4F: 3 clusters Score -1829620 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1830246.000000 Penalty: 2872.743896
	Iteration 5F: 3 clusters Score -1830246 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1831017.625000 Penalty: 2872.743896
	Iteration 6F: 3 clusters Score -1831018 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1831762.375000 Penalty: 2872.743896
	Iteration 7F: 3 clusters Score -1831762 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1832372.500000 Penalty: 2872.743896
	Iteration 8Q: 3 clusters Score -1832372 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1832858.000000 Penalty: 2872.743896
	Iteration 9Q: 3 clusters Score -1832858 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1833188.750000 Penalty: 2872.743896
	Iteration 10Q: 3 clusters Score -1833189 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1833383.000000 Penalty: 2872.743896
	Iteration 11Q: 3 clusters Score -1833383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1833515.500000 Penalty: 2872.743896
	Iteration 12Q: 3 clusters Score -1833516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1833588.000000 Penalty: 2872.743896
	Iteration 13Q: 3 clusters Score -1833588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1833650.500000 Penalty: 2872.743896
	Iteration 14Q: 3 clusters Score -1833650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1833695.875000 Penalty: 2872.743896
	Iteration 15Q: 3 clusters Score -1833696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1833725.250000 Penalty: 2872.743896
	Iteration 16Q: 3 clusters Score -1833725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1833746.625000 Penalty: 2872.743896
	Iteration 17Q: 3 clusters Score -1833747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1833757.500000 Penalty: 2872.743896
	Iteration 18Q: 3 clusters Score -1833758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1833764.250000 Penalty: 2872.743896
	Iteration 19Q: 3 clusters Score -1833764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1833770.375000 Penalty: 2872.743896
	Iteration 20F: 3 clusters Score -1833770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1833774.000000 Penalty: 2872.743896
	Iteration 21Q: 3 clusters Score -1833774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1833776.750000 Penalty: 2872.743896
	Iteration 22Q: 3 clusters Score -1833777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1833779.500000 Penalty: 2872.743896
	Iteration 23Q: 3 clusters Score -1833780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1833782.250000 Penalty: 2872.743896
	Iteration 24Q: 3 clusters Score -1833782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1833783.250000 Penalty: 2872.743896
	Iteration 25Q: 3 clusters Score -1833783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1833783.250000 Penalty: 2872.743896
	Iteration 26F: 3 clusters Score -1833783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17819.191406 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17819.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17872.488281 Penalty: 1548.712402
	Iteration 1F: 3 clusters Score -17872.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17887.634766 Penalty: 1548.712402
	Iteration 2Q: 3 clusters Score -17887.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17887.634766 Penalty: 1548.712402
	Iteration 3F: 3 clusters Score -17887.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -998883.812500 Penalty: 1347.449341
	Iteration 0F: 2 clusters Score -998883.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -993090.500000 Penalty: 2694.898682
	Iteration 0F: 3 clusters Score -993090.5 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -994954.437500 Penalty: 2694.898682
	Iteration 1F: 3 clusters Score -994954.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -995222.562500 Penalty: 2694.898682
	Iteration 2F: 3 clusters Score -995222.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -995383.750000 Penalty: 2694.898682
	Iteration 3Q: 3 clusters Score -995383.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -995498.562500 Penalty: 2694.898682
	Iteration 4Q: 3 clusters Score -995498.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -995578.062500 Penalty: 2694.898682
	Iteration 5Q: 3 clusters Score -995578.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -995650.687500 Penalty: 2694.898682
	Iteration 6Q: 3 clusters Score -995650.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -995721.062500 Penalty: 2694.898682
	Iteration 7Q: 3 clusters Score -995721.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -995784.562500 Penalty: 2694.898682
	Iteration 8Q: 3 clusters Score -995784.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -995840.437500 Penalty: 2694.898682
	Iteration 9Q: 3 clusters Score -995840.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -995904.312500 Penalty: 2694.898682
	Iteration 10Q: 3 clusters Score -995904.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -995974.625000 Penalty: 2694.898682
	Iteration 11Q: 3 clusters Score -995974.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -996052.562500 Penalty: 2694.898682
	Iteration 12Q: 3 clusters Score -996052.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -996135.000000 Penalty: 2694.898682
	Iteration 13Q: 3 clusters Score -996135 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -996235.187500 Penalty: 2694.898682
	Iteration 14Q: 3 clusters Score -996235.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -996339.000000 Penalty: 2694.898682
	Iteration 15Q: 3 clusters Score -996339 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -996475.250000 Penalty: 2694.898682
	Iteration 16Q: 3 clusters Score -996475.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -996629.187500 Penalty: 2694.898682
	Iteration 17Q: 3 clusters Score -996629.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -996778.750000 Penalty: 2694.898682
	Iteration 18Q: 3 clusters Score -996778.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -996915.500000 Penalty: 2694.898682
	Iteration 19Q: 3 clusters Score -996915.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -997043.812500 Penalty: 2694.898682
	Iteration 20F: 3 clusters Score -997043.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -997142.562500 Penalty: 2694.898682
	Iteration 21Q: 3 clusters Score -997142.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -997226.937500 Penalty: 2694.898682
	Iteration 22Q: 3 clusters Score -997226.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -997302.562500 Penalty: 2694.898682
	Iteration 23Q: 3 clusters Score -997302.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -997358.625000 Penalty: 2694.898682
	Iteration 24Q: 3 clusters Score -997358.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -997398.437500 Penalty: 2694.898682
	Iteration 25Q: 3 clusters Score -997398.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -997435.750000 Penalty: 2694.898682
	Iteration 26Q: 3 clusters Score -997435.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -997456.687500 Penalty: 2694.898682
	Iteration 27Q: 3 clusters Score -997456.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -997473.312500 Penalty: 2694.898682
	Iteration 28Q: 3 clusters Score -997473.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -997490.312500 Penalty: 2694.898682
	Iteration 29Q: 3 clusters Score -997490.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -997502.125000 Penalty: 2694.898682
	Iteration 30Q: 3 clusters Score -997502.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -997510.625000 Penalty: 2694.898682
	Iteration 31Q: 3 clusters Score -997510.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -997520.625000 Penalty: 2694.898682
	Iteration 32Q: 3 clusters Score -997520.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -997526.937500 Penalty: 2694.898682
	Iteration 33Q: 3 clusters Score -997526.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -997538.437500 Penalty: 2694.898682
	Iteration 34Q: 3 clusters Score -997538.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -997546.625000 Penalty: 2694.898682
	Iteration 35Q: 3 clusters Score -997546.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -997557.125000 Penalty: 2694.898682
	Iteration 36Q: 3 clusters Score -997557.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -997573.500000 Penalty: 2694.898682
	Iteration 37Q: 3 clusters Score -997573.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -997584.875000 Penalty: 2694.898682
	Iteration 38Q: 3 clusters Score -997584.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -997592.937500 Penalty: 2694.898682
	Iteration 39Q: 3 clusters Score -997592.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -997607.187500 Penalty: 2694.898682
	Iteration 40F: 3 clusters Score -997607.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -997612.187500 Penalty: 2694.898682
	Iteration 41Q: 3 clusters Score -997612.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -997619.187500 Penalty: 2694.898682
	Iteration 42Q: 3 clusters Score -997619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -997625.562500 Penalty: 2694.898682
	Iteration 43Q: 3 clusters Score -997625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -997632.500000 Penalty: 2694.898682
	Iteration 44Q: 3 clusters Score -997632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -997641.437500 Penalty: 2694.898682
	Iteration 45Q: 3 clusters Score -997641.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -997649.187500 Penalty: 2694.898682
	Iteration 46Q: 3 clusters Score -997649.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -997660.437500 Penalty: 2694.898682
	Iteration 47Q: 3 clusters Score -997660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -997666.812500 Penalty: 2694.898682
	Iteration 48Q: 3 clusters Score -997666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -997672.625000 Penalty: 2694.898682
	Iteration 49Q: 3 clusters Score -997672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -997675.875000 Penalty: 2694.898682
	Iteration 50Q: 3 clusters Score -997675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -997679.375000 Penalty: 2694.898682
	Iteration 51Q: 3 clusters Score -997679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -997683.937500 Penalty: 2694.898682
	Iteration 52Q: 3 clusters Score -997683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -997689.312500 Penalty: 2694.898682
	Iteration 53Q: 3 clusters Score -997689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -997690.625000 Penalty: 2694.898682
	Iteration 54Q: 3 clusters Score -997690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -997694.437500 Penalty: 2694.898682
	Iteration 55Q: 3 clusters Score -997694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -997697.875000 Penalty: 2694.898682
	Iteration 56Q: 3 clusters Score -997697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -997701.750000 Penalty: 2694.898682
	Iteration 57Q: 3 clusters Score -997701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -997704.562500 Penalty: 2694.898682
	Iteration 58Q: 3 clusters Score -997704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -997706.312500 Penalty: 2694.898682
	Iteration 59Q: 3 clusters Score -997706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -997709.500000 Penalty: 2694.898682
	Iteration 60F: 3 clusters Score -997709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -997706.812500 Penalty: 2694.898682
	Iteration 61Q: 3 clusters Score -997706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -997709.437500 Penalty: 2694.898682
	Iteration 62Q: 3 clusters Score -997709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -997710.125000 Penalty: 2694.898682
	Iteration 63Q: 3 clusters Score -997710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -997711.062500 Penalty: 2694.898682
	Iteration 64Q: 3 clusters Score -997711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -997712.562500 Penalty: 2694.898682
	Iteration 65Q: 3 clusters Score -997712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -997715.375000 Penalty: 2694.898682
	Iteration 66Q: 3 clusters Score -997715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -997716.062500 Penalty: 2694.898682
	Iteration 67Q: 3 clusters Score -997716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -997715.437500 Penalty: 2694.898682
	Iteration 68Q: 3 clusters Score -997715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -997716.625000 Penalty: 2694.898682
	Iteration 69Q: 3 clusters Score -997716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -997716.375000 Penalty: 2694.898682
	Iteration 70Q: 3 clusters Score -997716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -997716.562500 Penalty: 2694.898682
	Iteration 71Q: 3 clusters Score -997716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -997716.937500 Penalty: 2694.898682
	Iteration 72Q: 3 clusters Score -997716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -997716.937500 Penalty: 2694.898682
	Iteration 73F: 3 clusters Score -997716.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -369941.687500 Penalty: 1210.321411
	Iteration 0F: 2 clusters Score -369941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -367189.250000 Penalty: 2420.642822
	Iteration 0F: 3 clusters Score -367189.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -367926.218750 Penalty: 2420.642822
	Iteration 1F: 3 clusters Score -367926.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -368105.968750 Penalty: 2420.642822
	Iteration 2F: 3 clusters Score -368106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -368205.500000 Penalty: 2420.642822
	Iteration 3Q: 3 clusters Score -368205.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -368270.281250 Penalty: 2420.642822
	Iteration 4Q: 3 clusters Score -368270.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -368312.843750 Penalty: 2420.642822
	Iteration 5Q: 3 clusters Score -368312.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -368339.500000 Penalty: 2420.642822
	Iteration 6Q: 3 clusters Score -368339.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -368364.281250 Penalty: 2420.642822
	Iteration 7Q: 3 clusters Score -368364.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -368391.625000 Penalty: 2420.642822
	Iteration 8Q: 3 clusters Score -368391.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -368422.875000 Penalty: 2420.642822
	Iteration 9Q: 3 clusters Score -368422.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -368450.031250 Penalty: 2420.642822
	Iteration 10Q: 3 clusters Score -368450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -368477.593750 Penalty: 2420.642822
	Iteration 11Q: 3 clusters Score -368477.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368502.281250 Penalty: 2420.642822
	Iteration 12Q: 3 clusters Score -368502.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -368523.968750 Penalty: 2420.642822
	Iteration 13Q: 3 clusters Score -368524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -368549.125000 Penalty: 2420.642822
	Iteration 14Q: 3 clusters Score -368549.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -368580.281250 Penalty: 2420.642822
	Iteration 15Q: 3 clusters Score -368580.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -368627.406250 Penalty: 2420.642822
	Iteration 16Q: 3 clusters Score -368627.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368675.937500 Penalty: 2420.642822
	Iteration 17Q: 3 clusters Score -368675.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -368724.187500 Penalty: 2420.642822
	Iteration 18Q: 3 clusters Score -368724.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -368788.281250 Penalty: 2420.642822
	Iteration 19Q: 3 clusters Score -368788.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -368847.156250 Penalty: 2420.642822
	Iteration 20F: 3 clusters Score -368847.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -368907.750000 Penalty: 2420.642822
	Iteration 21Q: 3 clusters Score -368907.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -368982.250000 Penalty: 2420.642822
	Iteration 22Q: 3 clusters Score -368982.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -369045.187500 Penalty: 2420.642822
	Iteration 23Q: 3 clusters Score -369045.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -369098.437500 Penalty: 2420.642822
	Iteration 24Q: 3 clusters Score -369098.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -369148.937500 Penalty: 2420.642822
	Iteration 25Q: 3 clusters Score -369148.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -369193.125000 Penalty: 2420.642822
	Iteration 26Q: 3 clusters Score -369193.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -369233.125000 Penalty: 2420.642822
	Iteration 27Q: 3 clusters Score -369233.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -369284.312500 Penalty: 2420.642822
	Iteration 28Q: 3 clusters Score -369284.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -369356.093750 Penalty: 2420.642822
	Iteration 29Q: 3 clusters Score -369356.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -369432.718750 Penalty: 2420.642822
	Iteration 30Q: 3 clusters Score -369432.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -369491.000000 Penalty: 2420.642822
	Iteration 31Q: 3 clusters Score -369491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -369545.218750 Penalty: 2420.642822
	Iteration 32Q: 3 clusters Score -369545.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -369597.843750 Penalty: 2420.642822
	Iteration 33Q: 3 clusters Score -369597.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -369649.156250 Penalty: 2420.642822
	Iteration 34Q: 3 clusters Score -369649.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -369685.562500 Penalty: 2420.642822
	Iteration 35Q: 3 clusters Score -369685.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -369708.281250 Penalty: 2420.642822
	Iteration 36Q: 3 clusters Score -369708.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -369733.531250 Penalty: 2420.642822
	Iteration 37Q: 3 clusters Score -369733.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -369751.812500 Penalty: 2420.642822
	Iteration 38Q: 3 clusters Score -369751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -369764.906250 Penalty: 2420.642822
	Iteration 39Q: 3 clusters Score -369764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -369772.937500 Penalty: 2420.642822
	Iteration 40F: 3 clusters Score -369772.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -369787.000000 Penalty: 2420.642822
	Iteration 41Q: 3 clusters Score -369787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -369816.093750 Penalty: 2420.642822
	Iteration 42Q: 3 clusters Score -369816.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -369844.875000 Penalty: 2420.642822
	Iteration 43Q: 3 clusters Score -369844.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -369871.375000 Penalty: 2420.642822
	Iteration 44Q: 3 clusters Score -369871.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -369892.625000 Penalty: 2420.642822
	Iteration 45Q: 3 clusters Score -369892.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -369913.031250 Penalty: 2420.642822
	Iteration 46Q: 3 clusters Score -369913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -369927.281250 Penalty: 2420.642822
	Iteration 47Q: 3 clusters Score -369927.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -369938.843750 Penalty: 2420.642822
	Iteration 48Q: 3 clusters Score -369938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -369942.093750 Penalty: 2420.642822
	Iteration 49Q: 3 clusters Score -369942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -369944.093750 Penalty: 2420.642822
	Iteration 50Q: 3 clusters Score -369944.1 nChanged 2
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: -369945.093750 Penalty: 2420.642822
	Iteration 51Q: 3 clusters Score -369945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -369944.906250 Penalty: 2420.642822
	Iteration 52Q: 3 clusters Score -369944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -369944.906250 Penalty: 2420.642822
	Iteration 53F: 3 clusters Score -369944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 16182 members 
Mstep: Class 59 contains 226 members 
Mstep: Class 60 contains 2201 members 
Mstep: Class 61 contains 1615 members 
Mstep: Class 62 contains 1017 members 
Entering Unmasked Estep 
Score: -111074864.000000 Penalty: 127491.296875
Splitting cluster 43 changes total score from -111068072.000000 to -111074864.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 44 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -1711359.500000 Penalty: 1434.593262
	Iteration 0F: 2 clusters Score -1711360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1701301.750000 Penalty: 2869.186523
	Iteration 0F: 3 clusters Score -1701302 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1704677.875000 Penalty: 2869.186523
	Iteration 1F: 3 clusters Score -1704678 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1704994.750000 Penalty: 2869.186523
	Iteration 2F: 3 clusters Score -1704995 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1705259.625000 Penalty: 2869.186523
	Iteration 3Q: 3 clusters Score -1705260 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1705471.000000 Penalty: 2869.186523
	Iteration 4Q: 3 clusters Score -1705471 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1705659.750000 Penalty: 2869.186523
	Iteration 5Q: 3 clusters Score -1705660 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1705866.375000 Penalty: 2869.186523
	Iteration 6Q: 3 clusters Score -1705866 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1706117.000000 Penalty: 2869.186523
	Iteration 7Q: 3 clusters Score -1706117 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1706421.125000 Penalty: 2869.186523
	Iteration 8Q: 3 clusters Score -1706421 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1706813.375000 Penalty: 2869.186523
	Iteration 9Q: 3 clusters Score -1706813 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1707233.625000 Penalty: 2869.186523
	Iteration 10Q: 3 clusters Score -1707234 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1707728.000000 Penalty: 2869.186523
	Iteration 11Q: 3 clusters Score -1707728 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1708288.250000 Penalty: 2869.186523
	Iteration 12Q: 3 clusters Score -1708288 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1708866.250000 Penalty: 2869.186523
	Iteration 13Q: 3 clusters Score -1708866 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1709374.750000 Penalty: 2869.186523
	Iteration 14Q: 3 clusters Score -1709375 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1709699.875000 Penalty: 2869.186523
	Iteration 15Q: 3 clusters Score -1709700 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1709935.375000 Penalty: 2869.186523
	Iteration 16Q: 3 clusters Score -1709935 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1710102.250000 Penalty: 2869.186523
	Iteration 17Q: 3 clusters Score -1710102 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1710221.875000 Penalty: 2869.186523
	Iteration 18Q: 3 clusters Score -1710222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1710293.125000 Penalty: 2869.186523
	Iteration 19Q: 3 clusters Score -1710293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1710344.000000 Penalty: 2869.186523
	Iteration 20F: 3 clusters Score -1710344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1710387.375000 Penalty: 2869.186523
	Iteration 21Q: 3 clusters Score -1710387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1710416.375000 Penalty: 2869.186523
	Iteration 22Q: 3 clusters Score -1710416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1710440.125000 Penalty: 2869.186523
	Iteration 23Q: 3 clusters Score -1710440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1710452.625000 Penalty: 2869.186523
	Iteration 24Q: 3 clusters Score -1710453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1710460.625000 Penalty: 2869.186523
	Iteration 25Q: 3 clusters Score -1710461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1710472.750000 Penalty: 2869.186523
	Iteration 26Q: 3 clusters Score -1710473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1710485.000000 Penalty: 2869.186523
	Iteration 27Q: 3 clusters Score -1710485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1710493.000000 Penalty: 2869.186523
	Iteration 28Q: 3 clusters Score -1710493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1710500.000000 Penalty: 2869.186523
	Iteration 29Q: 3 clusters Score -1710500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1710502.250000 Penalty: 2869.186523
	Iteration 30Q: 3 clusters Score -1710502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1710504.500000 Penalty: 2869.186523
	Iteration 31Q: 3 clusters Score -1710504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1710504.875000 Penalty: 2869.186523
	Iteration 32Q: 3 clusters Score -1710505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1710506.875000 Penalty: 2869.186523
	Iteration 33Q: 3 clusters Score -1710507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1710507.625000 Penalty: 2869.186523
	Iteration 34Q: 3 clusters Score -1710508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1710512.000000 Penalty: 2869.186523
	Iteration 35Q: 3 clusters Score -1710512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1710519.250000 Penalty: 2869.186523
	Iteration 36Q: 3 clusters Score -1710519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1710521.875000 Penalty: 2869.186523
	Iteration 37Q: 3 clusters Score -1710522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1710526.750000 Penalty: 2869.186523
	Iteration 38Q: 3 clusters Score -1710527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1710528.500000 Penalty: 2869.186523
	Iteration 39Q: 3 clusters Score -1710528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1710530.250000 Penalty: 2869.186523
	Iteration 40F: 3 clusters Score -1710530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1710536.250000 Penalty: 2869.186523
	Iteration 41Q: 3 clusters Score -1710536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1710538.750000 Penalty: 2869.186523
	Iteration 42Q: 3 clusters Score -1710539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1710548.375000 Penalty: 2869.186523
	Iteration 43Q: 3 clusters Score -1710548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1710551.875000 Penalty: 2869.186523
	Iteration 44Q: 3 clusters Score -1710552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1710558.250000 Penalty: 2869.186523
	Iteration 45Q: 3 clusters Score -1710558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1710568.625000 Penalty: 2869.186523
	Iteration 46Q: 3 clusters Score -1710569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1710568.375000 Penalty: 2869.186523
	Iteration 47Q: 3 clusters Score -1710568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1710574.250000 Penalty: 2869.186523
	Iteration 48Q: 3 clusters Score -1710574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1710575.750000 Penalty: 2869.186523
	Iteration 49Q: 3 clusters Score -1710576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1710577.500000 Penalty: 2869.186523
	Iteration 50Q: 3 clusters Score -1710578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1710579.375000 Penalty: 2869.186523
	Iteration 51Q: 3 clusters Score -1710579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1710582.000000 Penalty: 2869.186523
	Iteration 52Q: 3 clusters Score -1710582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1710587.125000 Penalty: 2869.186523
	Iteration 53Q: 3 clusters Score -1710587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1710587.250000 Penalty: 2869.186523
	Iteration 54Q: 3 clusters Score -1710587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1710593.125000 Penalty: 2869.186523
	Iteration 55Q: 3 clusters Score -1710593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1710600.000000 Penalty: 2869.186523
	Iteration 56Q: 3 clusters Score -1710600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1710603.125000 Penalty: 2869.186523
	Iteration 57Q: 3 clusters Score -1710603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1710613.125000 Penalty: 2869.186523
	Iteration 58Q: 3 clusters Score -1710613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1710612.000000 Penalty: 2869.186523
	Iteration 59Q: 3 clusters Score -1710612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1710614.375000 Penalty: 2869.186523
	Iteration 60F: 3 clusters Score -1710614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1710620.500000 Penalty: 2869.186523
	Iteration 61Q: 3 clusters Score -1710620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1710621.250000 Penalty: 2869.186523
	Iteration 62Q: 3 clusters Score -1710621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1710624.500000 Penalty: 2869.186523
	Iteration 63Q: 3 clusters Score -1710624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1710628.000000 Penalty: 2869.186523
	Iteration 64Q: 3 clusters Score -1710628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1710636.875000 Penalty: 2869.186523
	Iteration 65Q: 3 clusters Score -1710637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1710646.125000 Penalty: 2869.186523
	Iteration 66Q: 3 clusters Score -1710646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1710654.375000 Penalty: 2869.186523
	Iteration 67Q: 3 clusters Score -1710654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1710673.875000 Penalty: 2869.186523
	Iteration 68Q: 3 clusters Score -1710674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1710686.500000 Penalty: 2869.186523
	Iteration 69Q: 3 clusters Score -1710686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1710699.125000 Penalty: 2869.186523
	Iteration 70Q: 3 clusters Score -1710699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1710713.125000 Penalty: 2869.186523
	Iteration 71Q: 3 clusters Score -1710713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1710734.875000 Penalty: 2869.186523
	Iteration 72Q: 3 clusters Score -1710735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1710758.375000 Penalty: 2869.186523
	Iteration 73Q: 3 clusters Score -1710758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1710784.375000 Penalty: 2869.186523
	Iteration 74Q: 3 clusters Score -1710784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1710806.375000 Penalty: 2869.186523
	Iteration 75Q: 3 clusters Score -1710806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1710832.125000 Penalty: 2869.186523
	Iteration 76Q: 3 clusters Score -1710832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1710861.375000 Penalty: 2869.186523
	Iteration 77Q: 3 clusters Score -1710861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1710897.000000 Penalty: 2869.186523
	Iteration 78Q: 3 clusters Score -1710897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1710946.375000 Penalty: 2869.186523
	Iteration 79Q: 3 clusters Score -1710946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1710995.250000 Penalty: 2869.186523
	Iteration 80F: 3 clusters Score -1710995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1711057.125000 Penalty: 2869.186523
	Iteration 81Q: 3 clusters Score -1711057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1711116.500000 Penalty: 2869.186523
	Iteration 82Q: 3 clusters Score -1711116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1711184.500000 Penalty: 2869.186523
	Iteration 83Q: 3 clusters Score -1711184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1711235.125000 Penalty: 2869.186523
	Iteration 84Q: 3 clusters Score -1711235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1711264.750000 Penalty: 2869.186523
	Iteration 85Q: 3 clusters Score -1711265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1711289.250000 Penalty: 2869.186523
	Iteration 86Q: 3 clusters Score -1711289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1711308.875000 Penalty: 2869.186523
	Iteration 87Q: 3 clusters Score -1711309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1711323.500000 Penalty: 2869.186523
	Iteration 88Q: 3 clusters Score -1711324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1711341.750000 Penalty: 2869.186523
	Iteration 89Q: 3 clusters Score -1711342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1711357.000000 Penalty: 2869.186523
	Iteration 90Q: 3 clusters Score -1711357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1711358.250000 Penalty: 2869.186523
	Iteration 91Q: 3 clusters Score -1711358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1711364.500000 Penalty: 2869.186523
	Iteration 92Q: 3 clusters Score -1711364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1711368.000000 Penalty: 2869.186523
	Iteration 93Q: 3 clusters Score -1711368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1711370.375000 Penalty: 2869.186523
	Iteration 94Q: 3 clusters Score -1711370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1711372.750000 Penalty: 2869.186523
	Iteration 95Q: 3 clusters Score -1711373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1711373.250000 Penalty: 2869.186523
	Iteration 96Q: 3 clusters Score -1711373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1711373.750000 Penalty: 2869.186523
	Iteration 97Q: 3 clusters Score -1711374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1711376.125000 Penalty: 2869.186523
	Iteration 98Q: 3 clusters Score -1711376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1711377.500000 Penalty: 2869.186523
	Iteration 99Q: 3 clusters Score -1711378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1711380.125000 Penalty: 2869.186523
	Iteration 100F: 3 clusters Score -1711380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1711382.500000 Penalty: 2869.186523
	Iteration 101Q: 3 clusters Score -1711382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1711384.500000 Penalty: 2869.186523
	Iteration 102Q: 3 clusters Score -1711384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1711387.500000 Penalty: 2869.186523
	Iteration 103Q: 3 clusters Score -1711388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1711389.250000 Penalty: 2869.186523
	Iteration 104Q: 3 clusters Score -1711389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1711391.125000 Penalty: 2869.186523
	Iteration 105Q: 3 clusters Score -1711391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1711392.250000 Penalty: 2869.186523
	Iteration 106Q: 3 clusters Score -1711392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1711392.375000 Penalty: 2869.186523
	Iteration 107Q: 3 clusters Score -1711392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1711392.750000 Penalty: 2869.186523
	Iteration 108Q: 3 clusters Score -1711393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1711392.750000 Penalty: 2869.186523
	Iteration 109F: 3 clusters Score -1711393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 14478 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 16182 members 
Mstep: Class 59 contains 226 members 
Mstep: Class 60 contains 2201 members 
Mstep: Class 61 contains 1615 members 
Mstep: Class 62 contains 1017 members 
Mstep: Class 63 contains 906 members 
Entering Unmasked Estep 
Score: -111074384.000000 Penalty: 129547.601562
Splitting cluster 44 changes total score from -111068072.000000 to -111074384.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 45 (11274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Entering Unmasked Estep 
Score: -1278352.250000 Penalty: 1388.341919
	Iteration 0F: 2 clusters Score -1278352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1270762.625000 Penalty: 2776.683838
	Iteration 0F: 3 clusters Score -1270763 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1273270.625000 Penalty: 2776.683838
	Iteration 1F: 3 clusters Score -1273271 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1273581.250000 Penalty: 2776.683838
	Iteration 2F: 3 clusters Score -1273581 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1273820.000000 Penalty: 2776.683838
	Iteration 3F: 3 clusters Score -1273820 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1273996.500000 Penalty: 2776.683838
	Iteration 4Q: 3 clusters Score -1273996 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1274158.125000 Penalty: 2776.683838
	Iteration 5Q: 3 clusters Score -1274158 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1274297.875000 Penalty: 2776.683838
	Iteration 6Q: 3 clusters Score -1274298 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1274449.375000 Penalty: 2776.683838
	Iteration 7Q: 3 clusters Score -1274449 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1274645.250000 Penalty: 2776.683838
	Iteration 8Q: 3 clusters Score -1274645 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1274871.875000 Penalty: 2776.683838
	Iteration 9Q: 3 clusters Score -1274872 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1275117.375000 Penalty: 2776.683838
	Iteration 10Q: 3 clusters Score -1275117 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1275390.625000 Penalty: 2776.683838
	Iteration 11Q: 3 clusters Score -1275391 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1275709.125000 Penalty: 2776.683838
	Iteration 12Q: 3 clusters Score -1275709 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1276034.500000 Penalty: 2776.683838
	Iteration 13Q: 3 clusters Score -1276034 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1276330.375000 Penalty: 2776.683838
	Iteration 14Q: 3 clusters Score -1276330 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1276528.750000 Penalty: 2776.683838
	Iteration 15Q: 3 clusters Score -1276529 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1276654.750000 Penalty: 2776.683838
	Iteration 16Q: 3 clusters Score -1276655 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1276753.125000 Penalty: 2776.683838
	Iteration 17Q: 3 clusters Score -1276753 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1276829.125000 Penalty: 2776.683838
	Iteration 18Q: 3 clusters Score -1276829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1276872.375000 Penalty: 2776.683838
	Iteration 19Q: 3 clusters Score -1276872 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1276915.375000 Penalty: 2776.683838
	Iteration 20F: 3 clusters Score -1276915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1276940.750000 Penalty: 2776.683838
	Iteration 21Q: 3 clusters Score -1276941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1276961.250000 Penalty: 2776.683838
	Iteration 22Q: 3 clusters Score -1276961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1276981.875000 Penalty: 2776.683838
	Iteration 23Q: 3 clusters Score -1276982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1276999.125000 Penalty: 2776.683838
	Iteration 24Q: 3 clusters Score -1276999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1277014.500000 Penalty: 2776.683838
	Iteration 25Q: 3 clusters Score -1277014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1277027.125000 Penalty: 2776.683838
	Iteration 26Q: 3 clusters Score -1277027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1277039.375000 Penalty: 2776.683838
	Iteration 27Q: 3 clusters Score -1277039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1277043.000000 Penalty: 2776.683838
	Iteration 28Q: 3 clusters Score -1277043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1277049.125000 Penalty: 2776.683838
	Iteration 29Q: 3 clusters Score -1277049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1277053.625000 Penalty: 2776.683838
	Iteration 30Q: 3 clusters Score -1277054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1277061.500000 Penalty: 2776.683838
	Iteration 31Q: 3 clusters Score -1277062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1277066.500000 Penalty: 2776.683838
	Iteration 32Q: 3 clusters Score -1277066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1277075.250000 Penalty: 2776.683838
	Iteration 33Q: 3 clusters Score -1277075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1277080.625000 Penalty: 2776.683838
	Iteration 34Q: 3 clusters Score -1277081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1277084.000000 Penalty: 2776.683838
	Iteration 35Q: 3 clusters Score -1277084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1277082.625000 Penalty: 2776.683838
	Iteration 36Q: 3 clusters Score -1277083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1277086.250000 Penalty: 2776.683838
	Iteration 37Q: 3 clusters Score -1277086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1277090.500000 Penalty: 2776.683838
	Iteration 38Q: 3 clusters Score -1277090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1277089.375000 Penalty: 2776.683838
	Iteration 39Q: 3 clusters Score -1277089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1277091.000000 Penalty: 2776.683838
	Iteration 40F: 3 clusters Score -1277091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1277091.000000 Penalty: 2776.683838
	Iteration 41Q: 3 clusters Score -1277091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1277097.000000 Penalty: 2776.683838
	Iteration 42Q: 3 clusters Score -1277097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1277096.125000 Penalty: 2776.683838
	Iteration 43Q: 3 clusters Score -1277096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1277095.125000 Penalty: 2776.683838
	Iteration 44Q: 3 clusters Score -1277095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1277099.375000 Penalty: 2776.683838
	Iteration 45Q: 3 clusters Score -1277099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1277095.750000 Penalty: 2776.683838
	Iteration 46Q: 3 clusters Score -1277096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1277099.125000 Penalty: 2776.683838
	Iteration 47Q: 3 clusters Score -1277099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1277099.375000 Penalty: 2776.683838
	Iteration 48Q: 3 clusters Score -1277099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1277099.375000 Penalty: 2776.683838
	Iteration 49F: 3 clusters Score -1277099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41035.632812 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -41035.63 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41201.613281 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41201.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41243.445312 Penalty: 1826.587646
	Iteration 2Q: 3 clusters Score -41243.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41262.109375 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41262.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41268.128906 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41268.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41270.339844 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41270.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41270.339844 Penalty: 1826.587646
	Iteration 6F: 3 clusters Score -41270.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -199174.078125 Penalty: 1133.522705
	Iteration 0F: 2 clusters Score -199174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -197267.171875 Penalty: 2267.045410
	Iteration 0F: 3 clusters Score -197267.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -197774.484375 Penalty: 2267.045410
	Iteration 1F: 3 clusters Score -197774.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -197940.968750 Penalty: 2267.045410
	Iteration 2F: 3 clusters Score -197941 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198056.343750 Penalty: 2267.045410
	Iteration 3F: 3 clusters Score -198056.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198143.796875 Penalty: 2267.045410
	Iteration 4Q: 3 clusters Score -198143.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -198192.453125 Penalty: 2267.045410
	Iteration 5Q: 3 clusters Score -198192.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198254.421875 Penalty: 2267.045410
	Iteration 6Q: 3 clusters Score -198254.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198299.578125 Penalty: 2267.045410
	Iteration 7Q: 3 clusters Score -198299.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198327.437500 Penalty: 2267.045410
	Iteration 8Q: 3 clusters Score -198327.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198359.843750 Penalty: 2267.045410
	Iteration 9Q: 3 clusters Score -198359.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -198386.859375 Penalty: 2267.045410
	Iteration 10Q: 3 clusters Score -198386.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198415.375000 Penalty: 2267.045410
	Iteration 11Q: 3 clusters Score -198415.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198451.593750 Penalty: 2267.045410
	Iteration 12Q: 3 clusters Score -198451.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -198476.546875 Penalty: 2267.045410
	Iteration 13Q: 3 clusters Score -198476.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198498.640625 Penalty: 2267.045410
	Iteration 14Q: 3 clusters Score -198498.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198517.062500 Penalty: 2267.045410
	Iteration 15Q: 3 clusters Score -198517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198526.125000 Penalty: 2267.045410
	Iteration 16Q: 3 clusters Score -198526.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -198536.562500 Penalty: 2267.045410
	Iteration 17Q: 3 clusters Score -198536.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -198542.156250 Penalty: 2267.045410
	Iteration 18Q: 3 clusters Score -198542.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198551.015625 Penalty: 2267.045410
	Iteration 19Q: 3 clusters Score -198551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198556.890625 Penalty: 2267.045410
	Iteration 20F: 3 clusters Score -198556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -198561.250000 Penalty: 2267.045410
	Iteration 21Q: 3 clusters Score -198561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -198569.000000 Penalty: 2267.045410
	Iteration 22Q: 3 clusters Score -198569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -198571.812500 Penalty: 2267.045410
	Iteration 23Q: 3 clusters Score -198571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -198574.375000 Penalty: 2267.045410
	Iteration 24Q: 3 clusters Score -198574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -198579.125000 Penalty: 2267.045410
	Iteration 25Q: 3 clusters Score -198579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198584.765625 Penalty: 2267.045410
	Iteration 26Q: 3 clusters Score -198584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -198587.296875 Penalty: 2267.045410
	Iteration 27Q: 3 clusters Score -198587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -198590.765625 Penalty: 2267.045410
	Iteration 28Q: 3 clusters Score -198590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -198591.656250 Penalty: 2267.045410
	Iteration 29Q: 3 clusters Score -198591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198591.750000 Penalty: 2267.045410
	Iteration 30Q: 3 clusters Score -198591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198592.359375 Penalty: 2267.045410
	Iteration 31Q: 3 clusters Score -198592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198592.359375 Penalty: 2267.045410
	Iteration 32F: 3 clusters Score -198592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (25010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Entering Unmasked Estep 
Score: -2851630.250000 Penalty: 1506.902344
	Iteration 0F: 2 clusters Score -2851630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2835290.750000 Penalty: 3013.804688
	Iteration 0F: 3 clusters Score -2835291 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2841364.000000 Penalty: 3013.804688
	Iteration 1F: 3 clusters Score -2841364 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2841861.500000 Penalty: 3013.804688
	Iteration 2F: 3 clusters Score -2841862 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2842360.250000 Penalty: 3013.804688
	Iteration 3Q: 3 clusters Score -2842360 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2842859.250000 Penalty: 3013.804688
	Iteration 4Q: 3 clusters Score -2842859 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2843401.500000 Penalty: 3013.804688
	Iteration 5Q: 3 clusters Score -2843402 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2844023.750000 Penalty: 3013.804688
	Iteration 6Q: 3 clusters Score -2844024 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2844793.750000 Penalty: 3013.804688
	Iteration 7F: 3 clusters Score -2844794 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2845742.250000 Penalty: 3013.804688
	Iteration 8F: 3 clusters Score -2845742 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2846803.250000 Penalty: 3013.804688
	Iteration 9F: 3 clusters Score -2846803 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2847783.250000 Penalty: 3013.804688
	Iteration 10F: 3 clusters Score -2847783 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2848706.750000 Penalty: 3013.804688
	Iteration 11Q: 3 clusters Score -2848707 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2849323.500000 Penalty: 3013.804688
	Iteration 12Q: 3 clusters Score -2849324 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2849729.500000 Penalty: 3013.804688
	Iteration 13Q: 3 clusters Score -2849730 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2850033.750000 Penalty: 3013.804688
	Iteration 14Q: 3 clusters Score -2850034 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2850235.000000 Penalty: 3013.804688
	Iteration 15Q: 3 clusters Score -2850235 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2850354.750000 Penalty: 3013.804688
	Iteration 16Q: 3 clusters Score -2850355 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2850445.750000 Penalty: 3013.804688
	Iteration 17Q: 3 clusters Score -2850446 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2850521.000000 Penalty: 3013.804688
	Iteration 18Q: 3 clusters Score -2850521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2850591.750000 Penalty: 3013.804688
	Iteration 19Q: 3 clusters Score -2850592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2850635.000000 Penalty: 3013.804688
	Iteration 20F: 3 clusters Score -2850635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2850668.750000 Penalty: 3013.804688
	Iteration 21Q: 3 clusters Score -2850669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2850684.250000 Penalty: 3013.804688
	Iteration 22Q: 3 clusters Score -2850684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2850707.500000 Penalty: 3013.804688
	Iteration 23Q: 3 clusters Score -2850708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2850711.500000 Penalty: 3013.804688
	Iteration 24Q: 3 clusters Score -2850712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2850726.500000 Penalty: 3013.804688
	Iteration 25Q: 3 clusters Score -2850726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2850731.250000 Penalty: 3013.804688
	Iteration 26Q: 3 clusters Score -2850731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2850745.250000 Penalty: 3013.804688
	Iteration 27Q: 3 clusters Score -2850745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2850746.750000 Penalty: 3013.804688
	Iteration 28Q: 3 clusters Score -2850747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2850742.750000 Penalty: 3013.804688
	Iteration 29Q: 3 clusters Score -2850743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2850749.500000 Penalty: 3013.804688
	Iteration 30Q: 3 clusters Score -2850750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2850750.500000 Penalty: 3013.804688
	Iteration 31Q: 3 clusters Score -2850750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2850752.500000 Penalty: 3013.804688
	Iteration 32Q: 3 clusters Score -2850752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2850758.000000 Penalty: 3013.804688
	Iteration 33Q: 3 clusters Score -2850758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2850759.750000 Penalty: 3013.804688
	Iteration 34Q: 3 clusters Score -2850760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2850764.750000 Penalty: 3013.804688
	Iteration 35Q: 3 clusters Score -2850765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2850768.250000 Penalty: 3013.804688
	Iteration 36Q: 3 clusters Score -2850768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2850764.000000 Penalty: 3013.804688
	Iteration 37Q: 3 clusters Score -2850764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2850769.500000 Penalty: 3013.804688
	Iteration 38Q: 3 clusters Score -2850770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2850771.500000 Penalty: 3013.804688
	Iteration 39Q: 3 clusters Score -2850772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2850779.500000 Penalty: 3013.804688
	Iteration 40F: 3 clusters Score -2850780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2850788.750000 Penalty: 3013.804688
	Iteration 41Q: 3 clusters Score -2850789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2850788.500000 Penalty: 3013.804688
	Iteration 42Q: 3 clusters Score -2850788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2850792.250000 Penalty: 3013.804688
	Iteration 43Q: 3 clusters Score -2850792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2850792.500000 Penalty: 3013.804688
	Iteration 44Q: 3 clusters Score -2850792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2850797.250000 Penalty: 3013.804688
	Iteration 45Q: 3 clusters Score -2850797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2850797.750000 Penalty: 3013.804688
	Iteration 46Q: 3 clusters Score -2850798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2850792.750000 Penalty: 3013.804688
	Iteration 47Q: 3 clusters Score -2850793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2850795.500000 Penalty: 3013.804688
	Iteration 48Q: 3 clusters Score -2850796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2850803.000000 Penalty: 3013.804688
	Iteration 49Q: 3 clusters Score -2850803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2850801.500000 Penalty: 3013.804688
	Iteration 50Q: 3 clusters Score -2850802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2850802.500000 Penalty: 3013.804688
	Iteration 51Q: 3 clusters Score -2850802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2850806.500000 Penalty: 3013.804688
	Iteration 52Q: 3 clusters Score -2850806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2850800.500000 Penalty: 3013.804688
	Iteration 53Q: 3 clusters Score -2850800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2850806.500000 Penalty: 3013.804688
	Iteration 54Q: 3 clusters Score -2850806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2850804.250000 Penalty: 3013.804688
	Iteration 55Q: 3 clusters Score -2850804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2850809.250000 Penalty: 3013.804688
	Iteration 56Q: 3 clusters Score -2850809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2850813.000000 Penalty: 3013.804688
	Iteration 57Q: 3 clusters Score -2850813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2850810.000000 Penalty: 3013.804688
	Iteration 58Q: 3 clusters Score -2850810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2850811.000000 Penalty: 3013.804688
	Iteration 59Q: 3 clusters Score -2850811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2850811.000000 Penalty: 3013.804688
	Iteration 60F: 3 clusters Score -2850811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -711360.000000 Penalty: 1305.755859
	Iteration 0F: 2 clusters Score -711360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -706778.687500 Penalty: 2611.511719
	Iteration 0F: 3 clusters Score -706778.7 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -708173.125000 Penalty: 2611.511719
	Iteration 1F: 3 clusters Score -708173.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -708412.562500 Penalty: 2611.511719
	Iteration 2F: 3 clusters Score -708412.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -708567.312500 Penalty: 2611.511719
	Iteration 3F: 3 clusters Score -708567.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -708676.562500 Penalty: 2611.511719
	Iteration 4Q: 3 clusters Score -708676.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -708775.000000 Penalty: 2611.511719
	Iteration 5Q: 3 clusters Score -708775 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -708859.437500 Penalty: 2611.511719
	Iteration 6Q: 3 clusters Score -708859.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -708941.312500 Penalty: 2611.511719
	Iteration 7Q: 3 clusters Score -708941.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -709026.875000 Penalty: 2611.511719
	Iteration 8Q: 3 clusters Score -709026.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -709135.437500 Penalty: 2611.511719
	Iteration 9Q: 3 clusters Score -709135.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -709236.500000 Penalty: 2611.511719
	Iteration 10Q: 3 clusters Score -709236.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -709310.750000 Penalty: 2611.511719
	Iteration 11Q: 3 clusters Score -709310.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -709391.500000 Penalty: 2611.511719
	Iteration 12Q: 3 clusters Score -709391.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -709485.125000 Penalty: 2611.511719
	Iteration 13Q: 3 clusters Score -709485.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -709581.062500 Penalty: 2611.511719
	Iteration 14Q: 3 clusters Score -709581.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -709694.812500 Penalty: 2611.511719
	Iteration 15Q: 3 clusters Score -709694.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -709787.625000 Penalty: 2611.511719
	Iteration 16Q: 3 clusters Score -709787.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -709865.750000 Penalty: 2611.511719
	Iteration 17Q: 3 clusters Score -709865.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -709944.812500 Penalty: 2611.511719
	Iteration 18Q: 3 clusters Score -709944.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -710015.562500 Penalty: 2611.511719
	Iteration 19Q: 3 clusters Score -710015.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -710072.937500 Penalty: 2611.511719
	Iteration 20F: 3 clusters Score -710072.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -710143.125000 Penalty: 2611.511719
	Iteration 21Q: 3 clusters Score -710143.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -710225.812500 Penalty: 2611.511719
	Iteration 22Q: 3 clusters Score -710225.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -710275.875000 Penalty: 2611.511719
	Iteration 23Q: 3 clusters Score -710275.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -710311.000000 Penalty: 2611.511719
	Iteration 24Q: 3 clusters Score -710311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -710341.750000 Penalty: 2611.511719
	Iteration 25Q: 3 clusters Score -710341.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -710370.250000 Penalty: 2611.511719
	Iteration 26Q: 3 clusters Score -710370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -710392.375000 Penalty: 2611.511719
	Iteration 27Q: 3 clusters Score -710392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -710412.250000 Penalty: 2611.511719
	Iteration 28Q: 3 clusters Score -710412.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -710433.062500 Penalty: 2611.511719
	Iteration 29Q: 3 clusters Score -710433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -710455.062500 Penalty: 2611.511719
	Iteration 30Q: 3 clusters Score -710455.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -710470.312500 Penalty: 2611.511719
	Iteration 31Q: 3 clusters Score -710470.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -710486.312500 Penalty: 2611.511719
	Iteration 32Q: 3 clusters Score -710486.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -710509.125000 Penalty: 2611.511719
	Iteration 33Q: 3 clusters Score -710509.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -710533.250000 Penalty: 2611.511719
	Iteration 34Q: 3 clusters Score -710533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -710545.250000 Penalty: 2611.511719
	Iteration 35Q: 3 clusters Score -710545.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -710554.437500 Penalty: 2611.511719
	Iteration 36Q: 3 clusters Score -710554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -710567.312500 Penalty: 2611.511719
	Iteration 37Q: 3 clusters Score -710567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -710570.250000 Penalty: 2611.511719
	Iteration 38Q: 3 clusters Score -710570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -710575.437500 Penalty: 2611.511719
	Iteration 39Q: 3 clusters Score -710575.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -710585.687500 Penalty: 2611.511719
	Iteration 40F: 3 clusters Score -710585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -710592.125000 Penalty: 2611.511719
	Iteration 41Q: 3 clusters Score -710592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -710595.125000 Penalty: 2611.511719
	Iteration 42Q: 3 clusters Score -710595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -710601.500000 Penalty: 2611.511719
	Iteration 43Q: 3 clusters Score -710601.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -710606.687500 Penalty: 2611.511719
	Iteration 44Q: 3 clusters Score -710606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -710610.625000 Penalty: 2611.511719
	Iteration 45Q: 3 clusters Score -710610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -710614.437500 Penalty: 2611.511719
	Iteration 46Q: 3 clusters Score -710614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -710617.187500 Penalty: 2611.511719
	Iteration 47Q: 3 clusters Score -710617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -710617.875000 Penalty: 2611.511719
	Iteration 48Q: 3 clusters Score -710617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -710619.437500 Penalty: 2611.511719
	Iteration 49Q: 3 clusters Score -710619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -710621.187500 Penalty: 2611.511719
	Iteration 50Q: 3 clusters Score -710621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -710622.687500 Penalty: 2611.511719
	Iteration 51Q: 3 clusters Score -710622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -710625.812500 Penalty: 2611.511719
	Iteration 52Q: 3 clusters Score -710625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -710628.625000 Penalty: 2611.511719
	Iteration 53Q: 3 clusters Score -710628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -710629.125000 Penalty: 2611.511719
	Iteration 54Q: 3 clusters Score -710629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -710630.187500 Penalty: 2611.511719
	Iteration 55Q: 3 clusters Score -710630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -710630.187500 Penalty: 2611.511719
	Iteration 56F: 3 clusters Score -710630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Entering Unmasked Estep 
Score: -1417481.500000 Penalty: 1400.112061
	Iteration 0F: 2 clusters Score -1417482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1409388.500000 Penalty: 2800.224121
	Iteration 0F: 3 clusters Score -1409388 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1412088.125000 Penalty: 2800.224121
	Iteration 1F: 3 clusters Score -1412088 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1412418.500000 Penalty: 2800.224121
	Iteration 2F: 3 clusters Score -1412418 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1412740.000000 Penalty: 2800.224121
	Iteration 3F: 3 clusters Score -1412740 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1413040.625000 Penalty: 2800.224121
	Iteration 4F: 3 clusters Score -1413041 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1413334.375000 Penalty: 2800.224121
	Iteration 5Q: 3 clusters Score -1413334 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1413637.875000 Penalty: 2800.224121
	Iteration 6Q: 3 clusters Score -1413638 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1413940.000000 Penalty: 2800.224121
	Iteration 7Q: 3 clusters Score -1413940 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1414227.125000 Penalty: 2800.224121
	Iteration 8Q: 3 clusters Score -1414227 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1414499.625000 Penalty: 2800.224121
	Iteration 9Q: 3 clusters Score -1414500 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1414780.625000 Penalty: 2800.224121
	Iteration 10Q: 3 clusters Score -1414781 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1415036.625000 Penalty: 2800.224121
	Iteration 11Q: 3 clusters Score -1415037 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1415299.000000 Penalty: 2800.224121
	Iteration 12Q: 3 clusters Score -1415299 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1415574.625000 Penalty: 2800.224121
	Iteration 13Q: 3 clusters Score -1415575 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1415784.125000 Penalty: 2800.224121
	Iteration 14Q: 3 clusters Score -1415784 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1415933.375000 Penalty: 2800.224121
	Iteration 15Q: 3 clusters Score -1415933 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1416024.875000 Penalty: 2800.224121
	Iteration 16Q: 3 clusters Score -1416025 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1416102.375000 Penalty: 2800.224121
	Iteration 17Q: 3 clusters Score -1416102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1416162.250000 Penalty: 2800.224121
	Iteration 18Q: 3 clusters Score -1416162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1416204.375000 Penalty: 2800.224121
	Iteration 19Q: 3 clusters Score -1416204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1416243.375000 Penalty: 2800.224121
	Iteration 20F: 3 clusters Score -1416243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1416283.500000 Penalty: 2800.224121
	Iteration 21Q: 3 clusters Score -1416284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1416314.875000 Penalty: 2800.224121
	Iteration 22Q: 3 clusters Score -1416315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1416340.500000 Penalty: 2800.224121
	Iteration 23Q: 3 clusters Score -1416340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1416358.500000 Penalty: 2800.224121
	Iteration 24Q: 3 clusters Score -1416358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1416378.500000 Penalty: 2800.224121
	Iteration 25Q: 3 clusters Score -1416378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1416393.750000 Penalty: 2800.224121
	Iteration 26Q: 3 clusters Score -1416394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1416410.625000 Penalty: 2800.224121
	Iteration 27Q: 3 clusters Score -1416411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1416425.250000 Penalty: 2800.224121
	Iteration 28Q: 3 clusters Score -1416425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1416442.875000 Penalty: 2800.224121
	Iteration 29Q: 3 clusters Score -1416443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1416460.875000 Penalty: 2800.224121
	Iteration 30Q: 3 clusters Score -1416461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1416483.000000 Penalty: 2800.224121
	Iteration 31Q: 3 clusters Score -1416483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1416505.750000 Penalty: 2800.224121
	Iteration 32Q: 3 clusters Score -1416506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1416524.625000 Penalty: 2800.224121
	Iteration 33Q: 3 clusters Score -1416525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1416542.875000 Penalty: 2800.224121
	Iteration 34Q: 3 clusters Score -1416543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1416551.250000 Penalty: 2800.224121
	Iteration 35Q: 3 clusters Score -1416551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1416562.875000 Penalty: 2800.224121
	Iteration 36Q: 3 clusters Score -1416563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1416570.625000 Penalty: 2800.224121
	Iteration 37Q: 3 clusters Score -1416571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1416571.000000 Penalty: 2800.224121
	Iteration 38Q: 3 clusters Score -1416571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1416570.500000 Penalty: 2800.224121
	Iteration 39Q: 3 clusters Score -1416570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1416573.375000 Penalty: 2800.224121
	Iteration 40F: 3 clusters Score -1416573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1416579.125000 Penalty: 2800.224121
	Iteration 41Q: 3 clusters Score -1416579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1416578.750000 Penalty: 2800.224121
	Iteration 42Q: 3 clusters Score -1416579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1416582.375000 Penalty: 2800.224121
	Iteration 43Q: 3 clusters Score -1416582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1416583.000000 Penalty: 2800.224121
	Iteration 44Q: 3 clusters Score -1416583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1416583.500000 Penalty: 2800.224121
	Iteration 45Q: 3 clusters Score -1416584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1416585.625000 Penalty: 2800.224121
	Iteration 46Q: 3 clusters Score -1416586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1416585.375000 Penalty: 2800.224121
	Iteration 47Q: 3 clusters Score -1416585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1416585.625000 Penalty: 2800.224121
	Iteration 48Q: 3 clusters Score -1416586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1416588.875000 Penalty: 2800.224121
	Iteration 49Q: 3 clusters Score -1416589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1416594.625000 Penalty: 2800.224121
	Iteration 50Q: 3 clusters Score -1416595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1416594.625000 Penalty: 2800.224121
	Iteration 51Q: 3 clusters Score -1416595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1416594.000000 Penalty: 2800.224121
	Iteration 52Q: 3 clusters Score -1416594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1416593.875000 Penalty: 2800.224121
	Iteration 53Q: 3 clusters Score -1416594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1416596.625000 Penalty: 2800.224121
	Iteration 54Q: 3 clusters Score -1416597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1416595.625000 Penalty: 2800.224121
	Iteration 55Q: 3 clusters Score -1416596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1416596.250000 Penalty: 2800.224121
	Iteration 56Q: 3 clusters Score -1416596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1416598.750000 Penalty: 2800.224121
	Iteration 57Q: 3 clusters Score -1416599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1416598.750000 Penalty: 2800.224121
	Iteration 58F: 3 clusters Score -1416599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -17427.671875 Penalty: 837.924316
	Iteration 0F: 2 clusters Score -17427.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16785.630859 Penalty: 1675.848633
	Iteration 0F: 3 clusters Score -16785.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16957.005859 Penalty: 1675.848633
	Iteration 1F: 3 clusters Score -16957.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16989.320312 Penalty: 1675.848633
	Iteration 2Q: 3 clusters Score -16989.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17007.882812 Penalty: 1675.848633
	Iteration 3Q: 3 clusters Score -17007.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17025.548828 Penalty: 1675.848633
	Iteration 4Q: 3 clusters Score -17025.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17038.890625 Penalty: 1675.848633
	Iteration 5Q: 3 clusters Score -17038.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17038.890625 Penalty: 1675.848633
	Iteration 6F: 3 clusters Score -17038.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Entering Unmasked Estep 
Score: -3532285.250000 Penalty: 1542.032959
	Iteration 0F: 2 clusters Score -3532285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3511573.000000 Penalty: 3084.065918
	Iteration 0F: 3 clusters Score -3511573 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3519987.000000 Penalty: 3084.065918
	Iteration 1F: 3 clusters Score -3519987 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3520692.000000 Penalty: 3084.065918
	Iteration 2F: 3 clusters Score -3520692 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3521379.250000 Penalty: 3084.065918
	Iteration 3F: 3 clusters Score -3521379 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3522030.500000 Penalty: 3084.065918
	Iteration 4Q: 3 clusters Score -3522030 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3522622.250000 Penalty: 3084.065918
	Iteration 5Q: 3 clusters Score -3522622 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3523296.250000 Penalty: 3084.065918
	Iteration 6Q: 3 clusters Score -3523296 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3524017.500000 Penalty: 3084.065918
	Iteration 7Q: 3 clusters Score -3524018 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3524821.250000 Penalty: 3084.065918
	Iteration 8Q: 3 clusters Score -3524821 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3525688.750000 Penalty: 3084.065918
	Iteration 9Q: 3 clusters Score -3525689 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3526420.500000 Penalty: 3084.065918
	Iteration 10Q: 3 clusters Score -3526420 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3526952.500000 Penalty: 3084.065918
	Iteration 11Q: 3 clusters Score -3526952 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3527246.500000 Penalty: 3084.065918
	Iteration 12Q: 3 clusters Score -3527246 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3527445.250000 Penalty: 3084.065918
	Iteration 13Q: 3 clusters Score -3527445 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3527597.000000 Penalty: 3084.065918
	Iteration 14Q: 3 clusters Score -3527597 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3527701.500000 Penalty: 3084.065918
	Iteration 15Q: 3 clusters Score -3527702 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3527823.250000 Penalty: 3084.065918
	Iteration 16Q: 3 clusters Score -3527823 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3527946.500000 Penalty: 3084.065918
	Iteration 17Q: 3 clusters Score -3527946 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3528081.250000 Penalty: 3084.065918
	Iteration 18Q: 3 clusters Score -3528081 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3528176.500000 Penalty: 3084.065918
	Iteration 19Q: 3 clusters Score -3528176 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3528293.750000 Penalty: 3084.065918
	Iteration 20F: 3 clusters Score -3528294 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3528382.000000 Penalty: 3084.065918
	Iteration 21Q: 3 clusters Score -3528382 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3528481.750000 Penalty: 3084.065918
	Iteration 22Q: 3 clusters Score -3528482 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3528588.250000 Penalty: 3084.065918
	Iteration 23Q: 3 clusters Score -3528588 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3528697.500000 Penalty: 3084.065918
	Iteration 24Q: 3 clusters Score -3528698 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3528773.750000 Penalty: 3084.065918
	Iteration 25Q: 3 clusters Score -3528774 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3528862.250000 Penalty: 3084.065918
	Iteration 26Q: 3 clusters Score -3528862 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3528940.500000 Penalty: 3084.065918
	Iteration 27Q: 3 clusters Score -3528940 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3529010.750000 Penalty: 3084.065918
	Iteration 28Q: 3 clusters Score -3529011 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3529078.250000 Penalty: 3084.065918
	Iteration 29Q: 3 clusters Score -3529078 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3529125.500000 Penalty: 3084.065918
	Iteration 30Q: 3 clusters Score -3529126 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3529189.000000 Penalty: 3084.065918
	Iteration 31Q: 3 clusters Score -3529189 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3529254.000000 Penalty: 3084.065918
	Iteration 32Q: 3 clusters Score -3529254 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3529296.500000 Penalty: 3084.065918
	Iteration 33Q: 3 clusters Score -3529296 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3529333.500000 Penalty: 3084.065918
	Iteration 34Q: 3 clusters Score -3529334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3529376.250000 Penalty: 3084.065918
	Iteration 35Q: 3 clusters Score -3529376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3529406.500000 Penalty: 3084.065918
	Iteration 36Q: 3 clusters Score -3529406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3529433.000000 Penalty: 3084.065918
	Iteration 37Q: 3 clusters Score -3529433 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3529445.000000 Penalty: 3084.065918
	Iteration 38Q: 3 clusters Score -3529445 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3529473.250000 Penalty: 3084.065918
	Iteration 39Q: 3 clusters Score -3529473 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3529489.000000 Penalty: 3084.065918
	Iteration 40F: 3 clusters Score -3529489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3529506.750000 Penalty: 3084.065918
	Iteration 41Q: 3 clusters Score -3529507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3529525.250000 Penalty: 3084.065918
	Iteration 42Q: 3 clusters Score -3529525 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3529544.000000 Penalty: 3084.065918
	Iteration 43Q: 3 clusters Score -3529544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3529552.750000 Penalty: 3084.065918
	Iteration 44Q: 3 clusters Score -3529553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3529562.250000 Penalty: 3084.065918
	Iteration 45Q: 3 clusters Score -3529562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3529576.750000 Penalty: 3084.065918
	Iteration 46Q: 3 clusters Score -3529577 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3529592.750000 Penalty: 3084.065918
	Iteration 47Q: 3 clusters Score -3529593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3529596.750000 Penalty: 3084.065918
	Iteration 48Q: 3 clusters Score -3529597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3529600.500000 Penalty: 3084.065918
	Iteration 49Q: 3 clusters Score -3529600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3529602.250000 Penalty: 3084.065918
	Iteration 50Q: 3 clusters Score -3529602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3529619.750000 Penalty: 3084.065918
	Iteration 51Q: 3 clusters Score -3529620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3529627.250000 Penalty: 3084.065918
	Iteration 52Q: 3 clusters Score -3529627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3529638.500000 Penalty: 3084.065918
	Iteration 53Q: 3 clusters Score -3529638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3529644.500000 Penalty: 3084.065918
	Iteration 54Q: 3 clusters Score -3529644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3529649.500000 Penalty: 3084.065918
	Iteration 55Q: 3 clusters Score -3529650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3529661.500000 Penalty: 3084.065918
	Iteration 56Q: 3 clusters Score -3529662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3529668.250000 Penalty: 3084.065918
	Iteration 57Q: 3 clusters Score -3529668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3529657.750000 Penalty: 3084.065918
	Iteration 58Q: 3 clusters Score -3529658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3529660.250000 Penalty: 3084.065918
	Iteration 59Q: 3 clusters Score -3529660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3529675.000000 Penalty: 3084.065918
	Iteration 60F: 3 clusters Score -3529675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3529682.750000 Penalty: 3084.065918
	Iteration 61Q: 3 clusters Score -3529683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3529688.750000 Penalty: 3084.065918
	Iteration 62Q: 3 clusters Score -3529689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3529683.500000 Penalty: 3084.065918
	Iteration 63Q: 3 clusters Score -3529684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3529695.250000 Penalty: 3084.065918
	Iteration 64Q: 3 clusters Score -3529695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3529697.500000 Penalty: 3084.065918
	Iteration 65Q: 3 clusters Score -3529698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3529700.500000 Penalty: 3084.065918
	Iteration 66Q: 3 clusters Score -3529700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3529705.000000 Penalty: 3084.065918
	Iteration 67Q: 3 clusters Score -3529705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3529708.500000 Penalty: 3084.065918
	Iteration 68Q: 3 clusters Score -3529708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3529718.750000 Penalty: 3084.065918
	Iteration 69Q: 3 clusters Score -3529719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3529736.500000 Penalty: 3084.065918
	Iteration 70Q: 3 clusters Score -3529736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3529733.250000 Penalty: 3084.065918
	Iteration 71Q: 3 clusters Score -3529733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3529750.250000 Penalty: 3084.065918
	Iteration 72Q: 3 clusters Score -3529750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3529754.000000 Penalty: 3084.065918
	Iteration 73Q: 3 clusters Score -3529754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3529768.500000 Penalty: 3084.065918
	Iteration 74Q: 3 clusters Score -3529768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3529781.000000 Penalty: 3084.065918
	Iteration 75Q: 3 clusters Score -3529781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3529783.500000 Penalty: 3084.065918
	Iteration 76Q: 3 clusters Score -3529784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3529789.000000 Penalty: 3084.065918
	Iteration 77Q: 3 clusters Score -3529789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3529798.250000 Penalty: 3084.065918
	Iteration 78Q: 3 clusters Score -3529798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3529799.750000 Penalty: 3084.065918
	Iteration 79Q: 3 clusters Score -3529800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3529817.750000 Penalty: 3084.065918
	Iteration 80F: 3 clusters Score -3529818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3529828.500000 Penalty: 3084.065918
	Iteration 81Q: 3 clusters Score -3529828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3529845.000000 Penalty: 3084.065918
	Iteration 82Q: 3 clusters Score -3529845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3529859.000000 Penalty: 3084.065918
	Iteration 83Q: 3 clusters Score -3529859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3529888.500000 Penalty: 3084.065918
	Iteration 84Q: 3 clusters Score -3529888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3529900.750000 Penalty: 3084.065918
	Iteration 85Q: 3 clusters Score -3529901 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3529925.500000 Penalty: 3084.065918
	Iteration 86Q: 3 clusters Score -3529926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3529939.500000 Penalty: 3084.065918
	Iteration 87Q: 3 clusters Score -3529940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3529953.750000 Penalty: 3084.065918
	Iteration 88Q: 3 clusters Score -3529954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3529963.250000 Penalty: 3084.065918
	Iteration 89Q: 3 clusters Score -3529963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3529986.250000 Penalty: 3084.065918
	Iteration 90Q: 3 clusters Score -3529986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3530000.000000 Penalty: 3084.065918
	Iteration 91Q: 3 clusters Score -3530000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3530011.000000 Penalty: 3084.065918
	Iteration 92Q: 3 clusters Score -3530011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3530034.000000 Penalty: 3084.065918
	Iteration 93Q: 3 clusters Score -3530034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3530057.750000 Penalty: 3084.065918
	Iteration 94Q: 3 clusters Score -3530058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3530081.500000 Penalty: 3084.065918
	Iteration 95Q: 3 clusters Score -3530082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3530109.750000 Penalty: 3084.065918
	Iteration 96Q: 3 clusters Score -3530110 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3530144.000000 Penalty: 3084.065918
	Iteration 97Q: 3 clusters Score -3530144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3530171.500000 Penalty: 3084.065918
	Iteration 98Q: 3 clusters Score -3530172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3530198.750000 Penalty: 3084.065918
	Iteration 99Q: 3 clusters Score -3530199 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3530226.750000 Penalty: 3084.065918
	Iteration 100F: 3 clusters Score -3530227 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3530263.250000 Penalty: 3084.065918
	Iteration 101Q: 3 clusters Score -3530263 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3530299.250000 Penalty: 3084.065918
	Iteration 102Q: 3 clusters Score -3530299 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3530358.750000 Penalty: 3084.065918
	Iteration 103Q: 3 clusters Score -3530359 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3530422.000000 Penalty: 3084.065918
	Iteration 104Q: 3 clusters Score -3530422 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3530460.750000 Penalty: 3084.065918
	Iteration 105Q: 3 clusters Score -3530461 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3530511.250000 Penalty: 3084.065918
	Iteration 106Q: 3 clusters Score -3530511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3530546.500000 Penalty: 3084.065918
	Iteration 107Q: 3 clusters Score -3530546 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3530603.000000 Penalty: 3084.065918
	Iteration 108Q: 3 clusters Score -3530603 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3530670.000000 Penalty: 3084.065918
	Iteration 109Q: 3 clusters Score -3530670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3530731.500000 Penalty: 3084.065918
	Iteration 110Q: 3 clusters Score -3530732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3530765.500000 Penalty: 3084.065918
	Iteration 111Q: 3 clusters Score -3530766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3530797.500000 Penalty: 3084.065918
	Iteration 112Q: 3 clusters Score -3530798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3530851.750000 Penalty: 3084.065918
	Iteration 113Q: 3 clusters Score -3530852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3530894.250000 Penalty: 3084.065918
	Iteration 114Q: 3 clusters Score -3530894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3530930.000000 Penalty: 3084.065918
	Iteration 115Q: 3 clusters Score -3530930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3530950.500000 Penalty: 3084.065918
	Iteration 116Q: 3 clusters Score -3530950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3530973.000000 Penalty: 3084.065918
	Iteration 117Q: 3 clusters Score -3530973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3530995.250000 Penalty: 3084.065918
	Iteration 118Q: 3 clusters Score -3530995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3531004.000000 Penalty: 3084.065918
	Iteration 119Q: 3 clusters Score -3531004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3531029.000000 Penalty: 3084.065918
	Iteration 120F: 3 clusters Score -3531029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3531046.750000 Penalty: 3084.065918
	Iteration 121Q: 3 clusters Score -3531047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3531074.750000 Penalty: 3084.065918
	Iteration 122Q: 3 clusters Score -3531075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3531093.250000 Penalty: 3084.065918
	Iteration 123Q: 3 clusters Score -3531093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3531114.250000 Penalty: 3084.065918
	Iteration 124Q: 3 clusters Score -3531114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3531129.250000 Penalty: 3084.065918
	Iteration 125Q: 3 clusters Score -3531129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3531142.750000 Penalty: 3084.065918
	Iteration 126Q: 3 clusters Score -3531143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3531155.250000 Penalty: 3084.065918
	Iteration 127Q: 3 clusters Score -3531155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3531154.500000 Penalty: 3084.065918
	Iteration 128Q: 3 clusters Score -3531154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3531160.250000 Penalty: 3084.065918
	Iteration 129Q: 3 clusters Score -3531160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3531158.500000 Penalty: 3084.065918
	Iteration 130Q: 3 clusters Score -3531158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3531168.250000 Penalty: 3084.065918
	Iteration 131Q: 3 clusters Score -3531168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3531171.750000 Penalty: 3084.065918
	Iteration 132Q: 3 clusters Score -3531172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3531185.000000 Penalty: 3084.065918
	Iteration 133Q: 3 clusters Score -3531185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3531192.250000 Penalty: 3084.065918
	Iteration 134Q: 3 clusters Score -3531192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3531201.000000 Penalty: 3084.065918
	Iteration 135Q: 3 clusters Score -3531201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3531208.000000 Penalty: 3084.065918
	Iteration 136Q: 3 clusters Score -3531208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3531210.750000 Penalty: 3084.065918
	Iteration 137Q: 3 clusters Score -3531211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3531207.000000 Penalty: 3084.065918
	Iteration 138Q: 3 clusters Score -3531207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3531208.750000 Penalty: 3084.065918
	Iteration 139Q: 3 clusters Score -3531209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3531221.000000 Penalty: 3084.065918
	Iteration 140F: 3 clusters Score -3531221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3531222.750000 Penalty: 3084.065918
	Iteration 141Q: 3 clusters Score -3531223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3531236.750000 Penalty: 3084.065918
	Iteration 142Q: 3 clusters Score -3531237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3531247.500000 Penalty: 3084.065918
	Iteration 143Q: 3 clusters Score -3531248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3531260.000000 Penalty: 3084.065918
	Iteration 144Q: 3 clusters Score -3531260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3531266.750000 Penalty: 3084.065918
	Iteration 145Q: 3 clusters Score -3531267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3531267.750000 Penalty: 3084.065918
	Iteration 146Q: 3 clusters Score -3531268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3531279.500000 Penalty: 3084.065918
	Iteration 147Q: 3 clusters Score -3531280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3531279.500000 Penalty: 3084.065918
	Iteration 148Q: 3 clusters Score -3531280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3531288.750000 Penalty: 3084.065918
	Iteration 149Q: 3 clusters Score -3531289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3531291.250000 Penalty: 3084.065918
	Iteration 150Q: 3 clusters Score -3531291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3531299.250000 Penalty: 3084.065918
	Iteration 151Q: 3 clusters Score -3531299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3531305.000000 Penalty: 3084.065918
	Iteration 152Q: 3 clusters Score -3531305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3531309.750000 Penalty: 3084.065918
	Iteration 153Q: 3 clusters Score -3531310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3531309.250000 Penalty: 3084.065918
	Iteration 154Q: 3 clusters Score -3531309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3531314.750000 Penalty: 3084.065918
	Iteration 155Q: 3 clusters Score -3531315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3531327.500000 Penalty: 3084.065918
	Iteration 156Q: 3 clusters Score -3531328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3531331.750000 Penalty: 3084.065918
	Iteration 157Q: 3 clusters Score -3531332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3531337.250000 Penalty: 3084.065918
	Iteration 158Q: 3 clusters Score -3531337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3531340.000000 Penalty: 3084.065918
	Iteration 159Q: 3 clusters Score -3531340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3531342.500000 Penalty: 3084.065918
	Iteration 160F: 3 clusters Score -3531342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3531345.000000 Penalty: 3084.065918
	Iteration 161Q: 3 clusters Score -3531345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3531345.000000 Penalty: 3084.065918
	Iteration 162Q: 3 clusters Score -3531345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3531348.000000 Penalty: 3084.065918
	Iteration 163Q: 3 clusters Score -3531348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3531348.000000 Penalty: 3084.065918
	Iteration 164Q: 3 clusters Score -3531348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3531347.750000 Penalty: 3084.065918
	Iteration 165Q: 3 clusters Score -3531348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3531351.750000 Penalty: 3084.065918
	Iteration 166Q: 3 clusters Score -3531352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3531350.000000 Penalty: 3084.065918
	Iteration 167Q: 3 clusters Score -3531350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3531354.000000 Penalty: 3084.065918
	Iteration 168Q: 3 clusters Score -3531354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3531354.250000 Penalty: 3084.065918
	Iteration 169Q: 3 clusters Score -3531354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3531354.250000 Penalty: 3084.065918
	Iteration 170F: 3 clusters Score -3531354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (23329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Entering Unmasked Estep 
Score: -2735456.250000 Penalty: 1496.548950
	Iteration 0F: 2 clusters Score -2735456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2720111.750000 Penalty: 2993.097900
	Iteration 0F: 3 clusters Score -2720112 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2725979.250000 Penalty: 2993.097900
	Iteration 1F: 3 clusters Score -2725979 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2726523.250000 Penalty: 2993.097900
	Iteration 2F: 3 clusters Score -2726523 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2726999.000000 Penalty: 2993.097900
	Iteration 3F: 3 clusters Score -2726999 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2727433.250000 Penalty: 2993.097900
	Iteration 4Q: 3 clusters Score -2727433 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2727857.500000 Penalty: 2993.097900
	Iteration 5Q: 3 clusters Score -2727858 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2728353.250000 Penalty: 2993.097900
	Iteration 6Q: 3 clusters Score -2728353 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2728859.500000 Penalty: 2993.097900
	Iteration 7Q: 3 clusters Score -2728860 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2729392.250000 Penalty: 2993.097900
	Iteration 8Q: 3 clusters Score -2729392 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2730009.250000 Penalty: 2993.097900
	Iteration 9Q: 3 clusters Score -2730009 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2730644.000000 Penalty: 2993.097900
	Iteration 10Q: 3 clusters Score -2730644 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2731253.500000 Penalty: 2993.097900
	Iteration 11Q: 3 clusters Score -2731254 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2731813.500000 Penalty: 2993.097900
	Iteration 12Q: 3 clusters Score -2731814 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2732192.250000 Penalty: 2993.097900
	Iteration 13Q: 3 clusters Score -2732192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2732438.500000 Penalty: 2993.097900
	Iteration 14Q: 3 clusters Score -2732438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2732582.000000 Penalty: 2993.097900
	Iteration 15Q: 3 clusters Score -2732582 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2732679.250000 Penalty: 2993.097900
	Iteration 16Q: 3 clusters Score -2732679 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2732779.250000 Penalty: 2993.097900
	Iteration 17Q: 3 clusters Score -2732779 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2732889.750000 Penalty: 2993.097900
	Iteration 18Q: 3 clusters Score -2732890 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2732977.750000 Penalty: 2993.097900
	Iteration 19Q: 3 clusters Score -2732978 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2733058.750000 Penalty: 2993.097900
	Iteration 20F: 3 clusters Score -2733059 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2733122.000000 Penalty: 2993.097900
	Iteration 21Q: 3 clusters Score -2733122 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2733181.750000 Penalty: 2993.097900
	Iteration 22Q: 3 clusters Score -2733182 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2733235.750000 Penalty: 2993.097900
	Iteration 23Q: 3 clusters Score -2733236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2733281.500000 Penalty: 2993.097900
	Iteration 24Q: 3 clusters Score -2733282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2733326.500000 Penalty: 2993.097900
	Iteration 25Q: 3 clusters Score -2733326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2733369.000000 Penalty: 2993.097900
	Iteration 26Q: 3 clusters Score -2733369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2733390.500000 Penalty: 2993.097900
	Iteration 27Q: 3 clusters Score -2733390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2733416.250000 Penalty: 2993.097900
	Iteration 28Q: 3 clusters Score -2733416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2733437.750000 Penalty: 2993.097900
	Iteration 29Q: 3 clusters Score -2733438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2733448.000000 Penalty: 2993.097900
	Iteration 30Q: 3 clusters Score -2733448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2733471.000000 Penalty: 2993.097900
	Iteration 31Q: 3 clusters Score -2733471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2733483.000000 Penalty: 2993.097900
	Iteration 32Q: 3 clusters Score -2733483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2733499.250000 Penalty: 2993.097900
	Iteration 33Q: 3 clusters Score -2733499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2733520.000000 Penalty: 2993.097900
	Iteration 34Q: 3 clusters Score -2733520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2733522.250000 Penalty: 2993.097900
	Iteration 35Q: 3 clusters Score -2733522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2733527.500000 Penalty: 2993.097900
	Iteration 36Q: 3 clusters Score -2733528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2733536.000000 Penalty: 2993.097900
	Iteration 37Q: 3 clusters Score -2733536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2733537.500000 Penalty: 2993.097900
	Iteration 38Q: 3 clusters Score -2733538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2733548.500000 Penalty: 2993.097900
	Iteration 39Q: 3 clusters Score -2733548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2733561.500000 Penalty: 2993.097900
	Iteration 40F: 3 clusters Score -2733562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2733573.750000 Penalty: 2993.097900
	Iteration 41Q: 3 clusters Score -2733574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2733573.750000 Penalty: 2993.097900
	Iteration 42Q: 3 clusters Score -2733574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2733587.750000 Penalty: 2993.097900
	Iteration 43Q: 3 clusters Score -2733588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2733599.750000 Penalty: 2993.097900
	Iteration 44Q: 3 clusters Score -2733600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2733615.750000 Penalty: 2993.097900
	Iteration 45Q: 3 clusters Score -2733616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2733626.750000 Penalty: 2993.097900
	Iteration 46Q: 3 clusters Score -2733627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2733642.250000 Penalty: 2993.097900
	Iteration 47Q: 3 clusters Score -2733642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2733657.250000 Penalty: 2993.097900
	Iteration 48Q: 3 clusters Score -2733657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2733662.000000 Penalty: 2993.097900
	Iteration 49Q: 3 clusters Score -2733662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2733666.500000 Penalty: 2993.097900
	Iteration 50Q: 3 clusters Score -2733666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2733689.750000 Penalty: 2993.097900
	Iteration 51Q: 3 clusters Score -2733690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2733701.750000 Penalty: 2993.097900
	Iteration 52Q: 3 clusters Score -2733702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2733716.250000 Penalty: 2993.097900
	Iteration 53Q: 3 clusters Score -2733716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2733729.500000 Penalty: 2993.097900
	Iteration 54Q: 3 clusters Score -2733730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2733754.000000 Penalty: 2993.097900
	Iteration 55Q: 3 clusters Score -2733754 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2733786.000000 Penalty: 2993.097900
	Iteration 56Q: 3 clusters Score -2733786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2733814.250000 Penalty: 2993.097900
	Iteration 57Q: 3 clusters Score -2733814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2733835.500000 Penalty: 2993.097900
	Iteration 58Q: 3 clusters Score -2733836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2733855.500000 Penalty: 2993.097900
	Iteration 59Q: 3 clusters Score -2733856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2733873.750000 Penalty: 2993.097900
	Iteration 60F: 3 clusters Score -2733874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2733890.000000 Penalty: 2993.097900
	Iteration 61Q: 3 clusters Score -2733890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2733896.500000 Penalty: 2993.097900
	Iteration 62Q: 3 clusters Score -2733896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2733914.000000 Penalty: 2993.097900
	Iteration 63Q: 3 clusters Score -2733914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2733928.000000 Penalty: 2993.097900
	Iteration 64Q: 3 clusters Score -2733928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2733939.250000 Penalty: 2993.097900
	Iteration 65Q: 3 clusters Score -2733939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2733954.250000 Penalty: 2993.097900
	Iteration 66Q: 3 clusters Score -2733954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2733954.000000 Penalty: 2993.097900
	Iteration 67Q: 3 clusters Score -2733954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2733964.750000 Penalty: 2993.097900
	Iteration 68Q: 3 clusters Score -2733965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2733964.750000 Penalty: 2993.097900
	Iteration 69Q: 3 clusters Score -2733965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2733974.750000 Penalty: 2993.097900
	Iteration 70Q: 3 clusters Score -2733975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2733986.250000 Penalty: 2993.097900
	Iteration 71Q: 3 clusters Score -2733986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2733994.750000 Penalty: 2993.097900
	Iteration 72Q: 3 clusters Score -2733995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2733998.750000 Penalty: 2993.097900
	Iteration 73Q: 3 clusters Score -2733999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2734000.500000 Penalty: 2993.097900
	Iteration 74Q: 3 clusters Score -2734000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2734005.500000 Penalty: 2993.097900
	Iteration 75Q: 3 clusters Score -2734006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2734005.750000 Penalty: 2993.097900
	Iteration 76Q: 3 clusters Score -2734006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2734026.250000 Penalty: 2993.097900
	Iteration 77Q: 3 clusters Score -2734026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2734028.250000 Penalty: 2993.097900
	Iteration 78Q: 3 clusters Score -2734028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2734040.500000 Penalty: 2993.097900
	Iteration 79Q: 3 clusters Score -2734040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2734042.500000 Penalty: 2993.097900
	Iteration 80F: 3 clusters Score -2734042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2734041.500000 Penalty: 2993.097900
	Iteration 81Q: 3 clusters Score -2734042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2734042.750000 Penalty: 2993.097900
	Iteration 82Q: 3 clusters Score -2734043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2734047.500000 Penalty: 2993.097900
	Iteration 83Q: 3 clusters Score -2734048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2734052.250000 Penalty: 2993.097900
	Iteration 84Q: 3 clusters Score -2734052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2734052.500000 Penalty: 2993.097900
	Iteration 85Q: 3 clusters Score -2734052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2734051.000000 Penalty: 2993.097900
	Iteration 86Q: 3 clusters Score -2734051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2734058.000000 Penalty: 2993.097900
	Iteration 87Q: 3 clusters Score -2734058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2734051.750000 Penalty: 2993.097900
	Iteration 88Q: 3 clusters Score -2734052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2734056.000000 Penalty: 2993.097900
	Iteration 89Q: 3 clusters Score -2734056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2734052.750000 Penalty: 2993.097900
	Iteration 90Q: 3 clusters Score -2734053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2734052.000000 Penalty: 2993.097900
	Iteration 91Q: 3 clusters Score -2734052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2734054.750000 Penalty: 2993.097900
	Iteration 92Q: 3 clusters Score -2734055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2734066.250000 Penalty: 2993.097900
	Iteration 93Q: 3 clusters Score -2734066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2734074.500000 Penalty: 2993.097900
	Iteration 94Q: 3 clusters Score -2734074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2734073.000000 Penalty: 2993.097900
	Iteration 95Q: 3 clusters Score -2734073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2734074.500000 Penalty: 2993.097900
	Iteration 96Q: 3 clusters Score -2734074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2734076.250000 Penalty: 2993.097900
	Iteration 97Q: 3 clusters Score -2734076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2734081.500000 Penalty: 2993.097900
	Iteration 98Q: 3 clusters Score -2734082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2734083.250000 Penalty: 2993.097900
	Iteration 99Q: 3 clusters Score -2734083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2734085.000000 Penalty: 2993.097900
	Iteration 100F: 3 clusters Score -2734085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2734086.500000 Penalty: 2993.097900
	Iteration 101Q: 3 clusters Score -2734086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2734088.000000 Penalty: 2993.097900
	Iteration 102Q: 3 clusters Score -2734088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2734095.000000 Penalty: 2993.097900
	Iteration 103Q: 3 clusters Score -2734095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2734097.750000 Penalty: 2993.097900
	Iteration 104Q: 3 clusters Score -2734098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2734108.000000 Penalty: 2993.097900
	Iteration 105Q: 3 clusters Score -2734108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2734104.000000 Penalty: 2993.097900
	Iteration 106Q: 3 clusters Score -2734104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2734102.250000 Penalty: 2993.097900
	Iteration 107Q: 3 clusters Score -2734102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2734104.000000 Penalty: 2993.097900
	Iteration 108Q: 3 clusters Score -2734104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2734111.000000 Penalty: 2993.097900
	Iteration 109Q: 3 clusters Score -2734111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2734118.500000 Penalty: 2993.097900
	Iteration 110Q: 3 clusters Score -2734118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2734122.750000 Penalty: 2993.097900
	Iteration 111Q: 3 clusters Score -2734123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2734128.500000 Penalty: 2993.097900
	Iteration 112Q: 3 clusters Score -2734128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2734131.250000 Penalty: 2993.097900
	Iteration 113Q: 3 clusters Score -2734131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2734134.000000 Penalty: 2993.097900
	Iteration 114Q: 3 clusters Score -2734134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2734133.750000 Penalty: 2993.097900
	Iteration 115Q: 3 clusters Score -2734134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2734132.750000 Penalty: 2993.097900
	Iteration 116Q: 3 clusters Score -2734133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2734138.000000 Penalty: 2993.097900
	Iteration 117Q: 3 clusters Score -2734138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2734138.500000 Penalty: 2993.097900
	Iteration 118Q: 3 clusters Score -2734138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2734141.000000 Penalty: 2993.097900
	Iteration 119Q: 3 clusters Score -2734141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2734142.000000 Penalty: 2993.097900
	Iteration 120F: 3 clusters Score -2734142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2734140.000000 Penalty: 2993.097900
	Iteration 121Q: 3 clusters Score -2734140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2734142.750000 Penalty: 2993.097900
	Iteration 122Q: 3 clusters Score -2734143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2734145.000000 Penalty: 2993.097900
	Iteration 123Q: 3 clusters Score -2734145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2734145.000000 Penalty: 2993.097900
	Iteration 124F: 3 clusters Score -2734145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (68067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Entering Unmasked Estep 
Score: -7978543.000000 Penalty: 1655.883423
	Iteration 0F: 2 clusters Score -7978543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -7934094.500000 Penalty: 3311.766846
	Iteration 0F: 3 clusters Score -7934094 nChanged 32118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -7952009.000000 Penalty: 3311.766846
	Iteration 1F: 3 clusters Score -7952009 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -7952630.000000 Penalty: 3311.766846
	Iteration 2Q: 3 clusters Score -7952630 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7953367.500000 Penalty: 3311.766846
	Iteration 3Q: 3 clusters Score -7953368 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7954182.500000 Penalty: 3311.766846
	Iteration 4Q: 3 clusters Score -7954182 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -7955099.000000 Penalty: 3311.766846
	Iteration 5Q: 3 clusters Score -7955099 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7956390.000000 Penalty: 3311.766846
	Iteration 6Q: 3 clusters Score -7956390 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7958090.000000 Penalty: 3311.766846
	Iteration 7Q: 3 clusters Score -7958090 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -7960211.000000 Penalty: 3311.766846
	Iteration 8F: 3 clusters Score -7960211 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7962757.000000 Penalty: 3311.766846
	Iteration 9F: 3 clusters Score -7962757 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -7965125.000000 Penalty: 3311.766846
	Iteration 10F: 3 clusters Score -7965125 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -7967178.500000 Penalty: 3311.766846
	Iteration 11F: 3 clusters Score -7967178 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -7968629.000000 Penalty: 3311.766846
	Iteration 12Q: 3 clusters Score -7968629 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -7969628.500000 Penalty: 3311.766846
	Iteration 13Q: 3 clusters Score -7969628 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -7970327.500000 Penalty: 3311.766846
	Iteration 14Q: 3 clusters Score -7970328 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -7970878.500000 Penalty: 3311.766846
	Iteration 15Q: 3 clusters Score -7970878 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -7971302.000000 Penalty: 3311.766846
	Iteration 16Q: 3 clusters Score -7971302 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -7971728.500000 Penalty: 3311.766846
	Iteration 17Q: 3 clusters Score -7971728 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -7972169.500000 Penalty: 3311.766846
	Iteration 18Q: 3 clusters Score -7972170 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -7972674.000000 Penalty: 3311.766846
	Iteration 19Q: 3 clusters Score -7972674 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7973227.500000 Penalty: 3311.766846
	Iteration 20F: 3 clusters Score -7973228 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -7973813.500000 Penalty: 3311.766846
	Iteration 21Q: 3 clusters Score -7973814 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -7974383.000000 Penalty: 3311.766846
	Iteration 22Q: 3 clusters Score -7974383 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -7975003.000000 Penalty: 3311.766846
	Iteration 23Q: 3 clusters Score -7975003 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -7975548.500000 Penalty: 3311.766846
	Iteration 24Q: 3 clusters Score -7975548 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -7975991.000000 Penalty: 3311.766846
	Iteration 25Q: 3 clusters Score -7975991 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -7976372.500000 Penalty: 3311.766846
	Iteration 26Q: 3 clusters Score -7976372 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -7976659.500000 Penalty: 3311.766846
	Iteration 27Q: 3 clusters Score -7976660 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -7976922.500000 Penalty: 3311.766846
	Iteration 28Q: 3 clusters Score -7976922 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -7977087.500000 Penalty: 3311.766846
	Iteration 29Q: 3 clusters Score -7977088 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -7977212.500000 Penalty: 3311.766846
	Iteration 30Q: 3 clusters Score -7977212 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -7977302.000000 Penalty: 3311.766846
	Iteration 31Q: 3 clusters Score -7977302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -7977362.000000 Penalty: 3311.766846
	Iteration 32Q: 3 clusters Score -7977362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -7977430.500000 Penalty: 3311.766846
	Iteration 33Q: 3 clusters Score -7977430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -7977466.500000 Penalty: 3311.766846
	Iteration 34Q: 3 clusters Score -7977466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -7977502.500000 Penalty: 3311.766846
	Iteration 35Q: 3 clusters Score -7977502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -7977539.000000 Penalty: 3311.766846
	Iteration 36Q: 3 clusters Score -7977539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -7977555.000000 Penalty: 3311.766846
	Iteration 37Q: 3 clusters Score -7977555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -7977588.000000 Penalty: 3311.766846
	Iteration 38Q: 3 clusters Score -7977588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -7977606.000000 Penalty: 3311.766846
	Iteration 39Q: 3 clusters Score -7977606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -7977636.000000 Penalty: 3311.766846
	Iteration 40F: 3 clusters Score -7977636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -7977633.000000 Penalty: 3311.766846
	Iteration 41Q: 3 clusters Score -7977633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -7977633.000000 Penalty: 3311.766846
	Iteration 42Q: 3 clusters Score -7977633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -7977647.500000 Penalty: 3311.766846
	Iteration 43Q: 3 clusters Score -7977648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -7977658.000000 Penalty: 3311.766846
	Iteration 44Q: 3 clusters Score -7977658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -7977678.500000 Penalty: 3311.766846
	Iteration 45Q: 3 clusters Score -7977678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -7977680.500000 Penalty: 3311.766846
	Iteration 46Q: 3 clusters Score -7977680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -7977682.000000 Penalty: 3311.766846
	Iteration 47Q: 3 clusters Score -7977682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -7977683.000000 Penalty: 3311.766846
	Iteration 48Q: 3 clusters Score -7977683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -7977681.000000 Penalty: 3311.766846
	Iteration 49Q: 3 clusters Score -7977681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -7977684.500000 Penalty: 3311.766846
	Iteration 50Q: 3 clusters Score -7977684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -7977686.000000 Penalty: 3311.766846
	Iteration 51Q: 3 clusters Score -7977686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7977692.000000 Penalty: 3311.766846
	Iteration 52Q: 3 clusters Score -7977692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -7977706.500000 Penalty: 3311.766846
	Iteration 53Q: 3 clusters Score -7977706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -7977713.000000 Penalty: 3311.766846
	Iteration 54Q: 3 clusters Score -7977713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -7977707.500000 Penalty: 3311.766846
	Iteration 55Q: 3 clusters Score -7977708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -7977712.500000 Penalty: 3311.766846
	Iteration 56Q: 3 clusters Score -7977712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -7977710.000000 Penalty: 3311.766846
	Iteration 57Q: 3 clusters Score -7977710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -7977708.500000 Penalty: 3311.766846
	Iteration 58Q: 3 clusters Score -7977708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -7977715.000000 Penalty: 3311.766846
	Iteration 59Q: 3 clusters Score -7977715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -7977722.000000 Penalty: 3311.766846
	Iteration 60F: 3 clusters Score -7977722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -7977727.500000 Penalty: 3311.766846
	Iteration 61Q: 3 clusters Score -7977728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -7977731.000000 Penalty: 3311.766846
	Iteration 62Q: 3 clusters Score -7977731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -7977727.000000 Penalty: 3311.766846
	Iteration 63Q: 3 clusters Score -7977727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7977735.000000 Penalty: 3311.766846
	Iteration 64Q: 3 clusters Score -7977735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -7977736.000000 Penalty: 3311.766846
	Iteration 65Q: 3 clusters Score -7977736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -7977738.000000 Penalty: 3311.766846
	Iteration 66Q: 3 clusters Score -7977738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -7977738.000000 Penalty: 3311.766846
	Iteration 67F: 3 clusters Score -7977738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -384013.656250 Penalty: 1212.789673
	Iteration 0F: 2 clusters Score -384013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -381214.062500 Penalty: 2425.579346
	Iteration 0F: 3 clusters Score -381214.1 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -381947.593750 Penalty: 2425.579346
	Iteration 1F: 3 clusters Score -381947.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -382141.312500 Penalty: 2425.579346
	Iteration 2F: 3 clusters Score -382141.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -382258.312500 Penalty: 2425.579346
	Iteration 3Q: 3 clusters Score -382258.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -382334.562500 Penalty: 2425.579346
	Iteration 4Q: 3 clusters Score -382334.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -382379.781250 Penalty: 2425.579346
	Iteration 5Q: 3 clusters Score -382379.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -382416.281250 Penalty: 2425.579346
	Iteration 6Q: 3 clusters Score -382416.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -382449.375000 Penalty: 2425.579346
	Iteration 7Q: 3 clusters Score -382449.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382475.468750 Penalty: 2425.579346
	Iteration 8Q: 3 clusters Score -382475.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -382492.187500 Penalty: 2425.579346
	Iteration 9Q: 3 clusters Score -382492.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -382508.187500 Penalty: 2425.579346
	Iteration 10Q: 3 clusters Score -382508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -382521.250000 Penalty: 2425.579346
	Iteration 11Q: 3 clusters Score -382521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -382536.343750 Penalty: 2425.579346
	Iteration 12Q: 3 clusters Score -382536.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -382550.125000 Penalty: 2425.579346
	Iteration 13Q: 3 clusters Score -382550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -382562.281250 Penalty: 2425.579346
	Iteration 14Q: 3 clusters Score -382562.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -382575.468750 Penalty: 2425.579346
	Iteration 15Q: 3 clusters Score -382575.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -382584.625000 Penalty: 2425.579346
	Iteration 16Q: 3 clusters Score -382584.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -382594.468750 Penalty: 2425.579346
	Iteration 17Q: 3 clusters Score -382594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -382603.718750 Penalty: 2425.579346
	Iteration 18Q: 3 clusters Score -382603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -382607.781250 Penalty: 2425.579346
	Iteration 19Q: 3 clusters Score -382607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382610.500000 Penalty: 2425.579346
	Iteration 20F: 3 clusters Score -382610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -382611.906250 Penalty: 2425.579346
	Iteration 21Q: 3 clusters Score -382611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -382612.906250 Penalty: 2425.579346
	Iteration 22Q: 3 clusters Score -382612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382612.656250 Penalty: 2425.579346
	Iteration 23Q: 3 clusters Score -382612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -382613.750000 Penalty: 2425.579346
	Iteration 24Q: 3 clusters Score -382613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -382614.500000 Penalty: 2425.579346
	Iteration 25Q: 3 clusters Score -382614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -382614.843750 Penalty: 2425.579346
	Iteration 26Q: 3 clusters Score -382614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -382616.156250 Penalty: 2425.579346
	Iteration 27Q: 3 clusters Score -382616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -382616.031250 Penalty: 2425.579346
	Iteration 28Q: 3 clusters Score -382616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -382616.406250 Penalty: 2425.579346
	Iteration 29Q: 3 clusters Score -382616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -382616.406250 Penalty: 2425.579346
	Iteration 30F: 3 clusters Score -382616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -922915.937500 Penalty: 1334.592163
	Iteration 0F: 2 clusters Score -922915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -917512.062500 Penalty: 2669.184326
	Iteration 0F: 3 clusters Score -917512.1 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -919192.812500 Penalty: 2669.184326
	Iteration 1F: 3 clusters Score -919192.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -919549.000000 Penalty: 2669.184326
	Iteration 2F: 3 clusters Score -919549 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -919814.562500 Penalty: 2669.184326
	Iteration 3F: 3 clusters Score -919814.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -919990.187500 Penalty: 2669.184326
	Iteration 4F: 3 clusters Score -919990.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -920118.875000 Penalty: 2669.184326
	Iteration 5Q: 3 clusters Score -920118.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -920222.625000 Penalty: 2669.184326
	Iteration 6Q: 3 clusters Score -920222.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -920313.000000 Penalty: 2669.184326
	Iteration 7Q: 3 clusters Score -920313 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -920382.312500 Penalty: 2669.184326
	Iteration 8Q: 3 clusters Score -920382.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -920448.187500 Penalty: 2669.184326
	Iteration 9Q: 3 clusters Score -920448.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -920506.062500 Penalty: 2669.184326
	Iteration 10Q: 3 clusters Score -920506.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -920545.812500 Penalty: 2669.184326
	Iteration 11Q: 3 clusters Score -920545.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -920585.000000 Penalty: 2669.184326
	Iteration 12Q: 3 clusters Score -920585 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -920606.312500 Penalty: 2669.184326
	Iteration 13Q: 3 clusters Score -920606.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -920630.937500 Penalty: 2669.184326
	Iteration 14Q: 3 clusters Score -920630.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -920649.562500 Penalty: 2669.184326
	Iteration 15Q: 3 clusters Score -920649.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -920667.562500 Penalty: 2669.184326
	Iteration 16Q: 3 clusters Score -920667.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -920682.625000 Penalty: 2669.184326
	Iteration 17Q: 3 clusters Score -920682.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -920696.437500 Penalty: 2669.184326
	Iteration 18Q: 3 clusters Score -920696.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -920705.937500 Penalty: 2669.184326
	Iteration 19Q: 3 clusters Score -920705.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -920715.125000 Penalty: 2669.184326
	Iteration 20F: 3 clusters Score -920715.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -920722.375000 Penalty: 2669.184326
	Iteration 21Q: 3 clusters Score -920722.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -920733.062500 Penalty: 2669.184326
	Iteration 22Q: 3 clusters Score -920733.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -920742.562500 Penalty: 2669.184326
	Iteration 23Q: 3 clusters Score -920742.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -920747.312500 Penalty: 2669.184326
	Iteration 24Q: 3 clusters Score -920747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -920753.937500 Penalty: 2669.184326
	Iteration 25Q: 3 clusters Score -920753.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -920759.312500 Penalty: 2669.184326
	Iteration 26Q: 3 clusters Score -920759.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -920768.000000 Penalty: 2669.184326
	Iteration 27Q: 3 clusters Score -920768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -920771.937500 Penalty: 2669.184326
	Iteration 28Q: 3 clusters Score -920771.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -920777.937500 Penalty: 2669.184326
	Iteration 29Q: 3 clusters Score -920777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -920781.375000 Penalty: 2669.184326
	Iteration 30Q: 3 clusters Score -920781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -920785.000000 Penalty: 2669.184326
	Iteration 31Q: 3 clusters Score -920785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -920787.375000 Penalty: 2669.184326
	Iteration 32Q: 3 clusters Score -920787.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -920790.375000 Penalty: 2669.184326
	Iteration 33Q: 3 clusters Score -920790.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -920791.000000 Penalty: 2669.184326
	Iteration 34Q: 3 clusters Score -920791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -920794.562500 Penalty: 2669.184326
	Iteration 35Q: 3 clusters Score -920794.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -920796.875000 Penalty: 2669.184326
	Iteration 36Q: 3 clusters Score -920796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -920795.625000 Penalty: 2669.184326
	Iteration 37Q: 3 clusters Score -920795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -920797.437500 Penalty: 2669.184326
	Iteration 38Q: 3 clusters Score -920797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -920801.750000 Penalty: 2669.184326
	Iteration 39Q: 3 clusters Score -920801.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -920804.875000 Penalty: 2669.184326
	Iteration 40F: 3 clusters Score -920804.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -920805.312500 Penalty: 2669.184326
	Iteration 41Q: 3 clusters Score -920805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -920809.062500 Penalty: 2669.184326
	Iteration 42Q: 3 clusters Score -920809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -920808.375000 Penalty: 2669.184326
	Iteration 43Q: 3 clusters Score -920808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -920809.750000 Penalty: 2669.184326
	Iteration 44Q: 3 clusters Score -920809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -920809.750000 Penalty: 2669.184326
	Iteration 45F: 3 clusters Score -920809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -47557.277344 Penalty: 937.009888
	Iteration 0F: 2 clusters Score -47557.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46614.546875 Penalty: 1874.019775
	Iteration 0F: 3 clusters Score -46614.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46886.199219 Penalty: 1874.019775
	Iteration 1F: 3 clusters Score -46886.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47058.425781 Penalty: 1874.019775
	Iteration 2F: 3 clusters Score -47058.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47256.523438 Penalty: 1874.019775
	Iteration 3Q: 3 clusters Score -47256.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47341.457031 Penalty: 1874.019775
	Iteration 4Q: 3 clusters Score -47341.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47400.718750 Penalty: 1874.019775
	Iteration 5Q: 3 clusters Score -47400.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47434.746094 Penalty: 1874.019775
	Iteration 6Q: 3 clusters Score -47434.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47455.847656 Penalty: 1874.019775
	Iteration 7Q: 3 clusters Score -47455.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47478.367188 Penalty: 1874.019775
	Iteration 8Q: 3 clusters Score -47478.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47492.562500 Penalty: 1874.019775
	Iteration 9Q: 3 clusters Score -47492.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47501.902344 Penalty: 1874.019775
	Iteration 10Q: 3 clusters Score -47501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47508.871094 Penalty: 1874.019775
	Iteration 11Q: 3 clusters Score -47508.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47524.828125 Penalty: 1874.019775
	Iteration 12Q: 3 clusters Score -47524.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47543.375000 Penalty: 1874.019775
	Iteration 13Q: 3 clusters Score -47543.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47546.945312 Penalty: 1874.019775
	Iteration 14Q: 3 clusters Score -47546.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47548.058594 Penalty: 1874.019775
	Iteration 15Q: 3 clusters Score -47548.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47548.058594 Penalty: 1874.019775
	Iteration 16F: 3 clusters Score -47548.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 60904 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 4222 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63155 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 62437 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 92002 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26815 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8565 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 14478 members 
Mstep: Class 45 contains 11274 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25010 members 
Mstep: Class 49 contains 6472 members 
Mstep: Class 50 contains 12202 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31670 members 
Mstep: Class 53 contains 23329 members 
Mstep: Class 54 contains 68067 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 7856 members 
Mstep: Class 57 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 1847.550293 but Gain 2056.304688
Score: -111076032.000000 Penalty: 127491.296875
Iteration 159Q: 63 clusters Score -1.11076e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 13335 members 
Mstep: Class 3 contains 11163 members 
Mstep: Class 4 contains 49577 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 6822 members 
Mstep: Class 8 contains 13810 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 20188 members 
Mstep: Class 12 contains 8512 members 
Mstep: Class 13 contains 9437 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 61036 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 41993 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 11062 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 4219 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 53393 members 
Mstep: Class 27 contains 3069 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 63215 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 62499 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 91867 members 
Mstep: Class 34 contains 32003 members 
Mstep: Class 35 contains 26820 members 
Mstep: Class 36 contains 9761 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3620 members 
Mstep: Class 40 contains 15573 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8526 members 
Mstep: Class 43 contains 2413 members 
Mstep: Class 44 contains 14472 members 
Mstep: Class 45 contains 11265 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2040 members 
Mstep: Class 48 contains 25004 members 
Mstep: Class 49 contains 6490 members 
Mstep: Class 50 contains 12220 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 31712 members 
Mstep: Class 53 contains 23493 members 
Mstep: Class 54 contains 68101 members 
Mstep: Class 55 contains 3473 members 
Mstep: Class 56 contains 7864 members 
Mstep: Class 57 contains 543 members 
Mstep: Class 58 contains 15890 members 
Mstep: Class 59 contains 225 members 
Mstep: Class 60 contains 2190 members 
Mstep: Class 61 contains 1552 members 
Mstep: Class 62 contains 954 members 
Mstep: Class 63 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111078168.000000 Penalty: 127491.296875
Iteration 160F: 63 clusters Score -1.110782e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 13275 members 
Mstep: Class 3 contains 11147 members 
Mstep: Class 4 contains 49582 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 4868 members 
Mstep: Class 7 contains 6809 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 20169 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 9408 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 61050 members 
Mstep: Class 18 contains 17613 members 
Mstep: Class 19 contains 42004 members 
Mstep: Class 20 contains 3694 members 
Mstep: Class 21 contains 8053 members 
Mstep: Class 22 contains 10977 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 4219 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 53217 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 63205 members 
Mstep: Class 30 contains 9860 members 
Mstep: Class 31 contains 62527 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 91748 members 
Mstep: Class 34 contains 31985 members 
Mstep: Class 35 contains 26775 members 
Mstep: Class 36 contains 9767 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3620 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8503 members 
Mstep: Class 43 contains 2437 members 
Mstep: Class 44 contains 14454 members 
Mstep: Class 45 contains 11253 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25011 members 
Mstep: Class 49 contains 6477 members 
Mstep: Class 50 contains 12235 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31652 members 
Mstep: Class 53 contains 23622 members 
Mstep: Class 54 contains 67939 members 
Mstep: Class 55 contains 3461 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15962 members 
Mstep: Class 59 contains 230 members 
Mstep: Class 60 contains 2576 members 
Mstep: Class 61 contains 1730 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111079256.000000 Penalty: 127491.296875
Iteration 161Q: 63 clusters Score -1.110793e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 13231 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 49590 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 6798 members 
Mstep: Class 8 contains 13820 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4172 members 
Mstep: Class 11 contains 20163 members 
Mstep: Class 12 contains 8488 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 61062 members 
Mstep: Class 18 contains 17560 members 
Mstep: Class 19 contains 42008 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 8106 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 8027 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53161 members 
Mstep: Class 27 contains 3087 members 
Mstep: Class 28 contains 3337 members 
Mstep: Class 29 contains 63208 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 62572 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 91646 members 
Mstep: Class 34 contains 31993 members 
Mstep: Class 35 contains 26745 members 
Mstep: Class 36 contains 9774 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3615 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8483 members 
Mstep: Class 43 contains 2459 members 
Mstep: Class 44 contains 14437 members 
Mstep: Class 45 contains 11242 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25012 members 
Mstep: Class 49 contains 6460 members 
Mstep: Class 50 contains 12254 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31602 members 
Mstep: Class 53 contains 23737 members 
Mstep: Class 54 contains 67815 members 
Mstep: Class 55 contains 3469 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15982 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 2751 members 
Mstep: Class 61 contains 1855 members 
Mstep: Class 62 contains 1104 members 
Mstep: Class 63 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080008.000000 Penalty: 127491.296875
Iteration 162Q: 63 clusters Score -1.1108e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 49591 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 4865 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 13836 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 61075 members 
Mstep: Class 18 contains 17525 members 
Mstep: Class 19 contains 42027 members 
Mstep: Class 20 contains 3718 members 
Mstep: Class 21 contains 8143 members 
Mstep: Class 22 contains 10848 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53149 members 
Mstep: Class 27 contains 3091 members 
Mstep: Class 28 contains 3324 members 
Mstep: Class 29 contains 63208 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 62600 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 91554 members 
Mstep: Class 34 contains 32010 members 
Mstep: Class 35 contains 26694 members 
Mstep: Class 36 contains 9780 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3622 members 
Mstep: Class 40 contains 15576 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8466 members 
Mstep: Class 43 contains 2489 members 
Mstep: Class 44 contains 14418 members 
Mstep: Class 45 contains 11237 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2033 members 
Mstep: Class 48 contains 25014 members 
Mstep: Class 49 contains 6449 members 
Mstep: Class 50 contains 12267 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31576 members 
Mstep: Class 53 contains 23848 members 
Mstep: Class 54 contains 67727 members 
Mstep: Class 55 contains 3473 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15991 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 2859 members 
Mstep: Class 61 contains 1942 members 
Mstep: Class 62 contains 1147 members 
Mstep: Class 63 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080040.000000 Penalty: 127491.296875
Iteration 163Q: 63 clusters Score -1.1108e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 13157 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 49587 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 13845 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 20167 members 
Mstep: Class 12 contains 8461 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 61084 members 
Mstep: Class 18 contains 17495 members 
Mstep: Class 19 contains 42037 members 
Mstep: Class 20 contains 3729 members 
Mstep: Class 21 contains 8163 members 
Mstep: Class 22 contains 10803 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53146 members 
Mstep: Class 27 contains 3095 members 
Mstep: Class 28 contains 3313 members 
Mstep: Class 29 contains 63202 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 62623 members 
Mstep: Class 32 contains 5175 members 
Mstep: Class 33 contains 91471 members 
Mstep: Class 34 contains 32023 members 
Mstep: Class 35 contains 26636 members 
Mstep: Class 36 contains 9784 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3630 members 
Mstep: Class 40 contains 15581 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8461 members 
Mstep: Class 43 contains 2512 members 
Mstep: Class 44 contains 14387 members 
Mstep: Class 45 contains 11226 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2030 members 
Mstep: Class 48 contains 25027 members 
Mstep: Class 49 contains 6443 members 
Mstep: Class 50 contains 12277 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31549 members 
Mstep: Class 53 contains 23958 members 
Mstep: Class 54 contains 67662 members 
Mstep: Class 55 contains 3478 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15991 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 2935 members 
Mstep: Class 61 contains 2005 members 
Mstep: Class 62 contains 1197 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080192.000000 Penalty: 127491.296875
Iteration 164Q: 63 clusters Score -1.110802e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 13133 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 49582 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 13867 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4212 members 
Mstep: Class 11 contains 20155 members 
Mstep: Class 12 contains 8450 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 61095 members 
Mstep: Class 18 contains 17476 members 
Mstep: Class 19 contains 42042 members 
Mstep: Class 20 contains 3734 members 
Mstep: Class 21 contains 8176 members 
Mstep: Class 22 contains 10772 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 4225 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53151 members 
Mstep: Class 27 contains 3105 members 
Mstep: Class 28 contains 3303 members 
Mstep: Class 29 contains 63200 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 62665 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 91388 members 
Mstep: Class 34 contains 32036 members 
Mstep: Class 35 contains 26595 members 
Mstep: Class 36 contains 9790 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3630 members 
Mstep: Class 40 contains 15582 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8457 members 
Mstep: Class 43 contains 2535 members 
Mstep: Class 44 contains 14375 members 
Mstep: Class 45 contains 11211 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2032 members 
Mstep: Class 48 contains 25034 members 
Mstep: Class 49 contains 6437 members 
Mstep: Class 50 contains 12289 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31522 members 
Mstep: Class 53 contains 24057 members 
Mstep: Class 54 contains 67609 members 
Mstep: Class 55 contains 3496 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15992 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 2992 members 
Mstep: Class 61 contains 2052 members 
Mstep: Class 62 contains 1230 members 
Mstep: Class 63 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080528.000000 Penalty: 127491.296875
Iteration 165Q: 63 clusters Score -1.110805e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 13112 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 49572 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6817 members 
Mstep: Class 8 contains 13868 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 20148 members 
Mstep: Class 12 contains 8436 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 11464 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 61100 members 
Mstep: Class 18 contains 17468 members 
Mstep: Class 19 contains 42048 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 8183 members 
Mstep: Class 22 contains 10735 members 
Mstep: Class 23 contains 8059 members 
Mstep: Class 24 contains 4225 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53150 members 
Mstep: Class 27 contains 3113 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 63203 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 62701 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 91325 members 
Mstep: Class 34 contains 32045 members 
Mstep: Class 35 contains 26556 members 
Mstep: Class 36 contains 9794 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3619 members 
Mstep: Class 40 contains 15583 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8452 members 
Mstep: Class 43 contains 2550 members 
Mstep: Class 44 contains 14369 members 
Mstep: Class 45 contains 11201 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2033 members 
Mstep: Class 48 contains 25032 members 
Mstep: Class 49 contains 6426 members 
Mstep: Class 50 contains 12312 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31504 members 
Mstep: Class 53 contains 24144 members 
Mstep: Class 54 contains 67567 members 
Mstep: Class 55 contains 3510 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15992 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3047 members 
Mstep: Class 61 contains 2083 members 
Mstep: Class 62 contains 1278 members 
Mstep: Class 63 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080392.000000 Penalty: 127491.296875
Iteration 166Q: 63 clusters Score -1.110804e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 13091 members 
Mstep: Class 3 contains 11029 members 
Mstep: Class 4 contains 49559 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 13864 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 20145 members 
Mstep: Class 12 contains 8425 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 61101 members 
Mstep: Class 18 contains 17470 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 3753 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 10710 members 
Mstep: Class 23 contains 8056 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53138 members 
Mstep: Class 27 contains 3112 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 63201 members 
Mstep: Class 30 contains 9851 members 
Mstep: Class 31 contains 62733 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 91266 members 
Mstep: Class 34 contains 32053 members 
Mstep: Class 35 contains 26522 members 
Mstep: Class 36 contains 9798 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3622 members 
Mstep: Class 40 contains 15586 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8446 members 
Mstep: Class 43 contains 2557 members 
Mstep: Class 44 contains 14360 members 
Mstep: Class 45 contains 11204 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2037 members 
Mstep: Class 48 contains 25037 members 
Mstep: Class 49 contains 6420 members 
Mstep: Class 50 contains 12328 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31488 members 
Mstep: Class 53 contains 24227 members 
Mstep: Class 54 contains 67544 members 
Mstep: Class 55 contains 3527 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3090 members 
Mstep: Class 61 contains 2107 members 
Mstep: Class 62 contains 1318 members 
Mstep: Class 63 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080432.000000 Penalty: 127491.296875
Iteration 167Q: 63 clusters Score -1.110804e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 13064 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 49564 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 6824 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 20145 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 9354 members 
Mstep: Class 14 contains 11464 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 61107 members 
Mstep: Class 18 contains 17480 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 8198 members 
Mstep: Class 22 contains 10699 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53128 members 
Mstep: Class 27 contains 3118 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 63196 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 62764 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 91212 members 
Mstep: Class 34 contains 32060 members 
Mstep: Class 35 contains 26474 members 
Mstep: Class 36 contains 9799 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3624 members 
Mstep: Class 40 contains 15586 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8440 members 
Mstep: Class 43 contains 2563 members 
Mstep: Class 44 contains 14353 members 
Mstep: Class 45 contains 11204 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 25039 members 
Mstep: Class 49 contains 6413 members 
Mstep: Class 50 contains 12337 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31491 members 
Mstep: Class 53 contains 24293 members 
Mstep: Class 54 contains 67530 members 
Mstep: Class 55 contains 3539 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3115 members 
Mstep: Class 61 contains 2119 members 
Mstep: Class 62 contains 1355 members 
Mstep: Class 63 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080512.000000 Penalty: 127491.296875
Iteration 168Q: 63 clusters Score -1.110805e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 13035 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 49569 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6826 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 20152 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 9351 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 61109 members 
Mstep: Class 18 contains 17488 members 
Mstep: Class 19 contains 42055 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 8202 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 8050 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53124 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 63195 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 62788 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 91149 members 
Mstep: Class 34 contains 32069 members 
Mstep: Class 35 contains 26441 members 
Mstep: Class 36 contains 9803 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3631 members 
Mstep: Class 40 contains 15586 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2570 members 
Mstep: Class 44 contains 14342 members 
Mstep: Class 45 contains 11204 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2035 members 
Mstep: Class 48 contains 25038 members 
Mstep: Class 49 contains 6405 members 
Mstep: Class 50 contains 12344 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31488 members 
Mstep: Class 53 contains 24369 members 
Mstep: Class 54 contains 67528 members 
Mstep: Class 55 contains 3551 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 2132 members 
Mstep: Class 62 contains 1389 members 
Mstep: Class 63 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080504.000000 Penalty: 127491.296875
Iteration 169Q: 63 clusters Score -1.110805e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 49572 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6826 members 
Mstep: Class 8 contains 13868 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 20151 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 9350 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 61110 members 
Mstep: Class 18 contains 17488 members 
Mstep: Class 19 contains 42061 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 8206 members 
Mstep: Class 22 contains 10686 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53132 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 63195 members 
Mstep: Class 30 contains 9851 members 
Mstep: Class 31 contains 62820 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 91093 members 
Mstep: Class 34 contains 32077 members 
Mstep: Class 35 contains 26411 members 
Mstep: Class 36 contains 9808 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3632 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2574 members 
Mstep: Class 44 contains 14339 members 
Mstep: Class 45 contains 11198 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 25040 members 
Mstep: Class 49 contains 6399 members 
Mstep: Class 50 contains 12352 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31490 members 
Mstep: Class 53 contains 24444 members 
Mstep: Class 54 contains 67508 members 
Mstep: Class 55 contains 3563 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15994 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3150 members 
Mstep: Class 61 contains 2145 members 
Mstep: Class 62 contains 1418 members 
Mstep: Class 63 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080752.000000 Penalty: 127491.296875
Iteration 170Q: 63 clusters Score -1.110808e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 49570 members 
Mstep: Class 5 contains 17438 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6828 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4276 members 
Mstep: Class 11 contains 20157 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 61109 members 
Mstep: Class 18 contains 17487 members 
Mstep: Class 19 contains 42065 members 
Mstep: Class 20 contains 3773 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 10687 members 
Mstep: Class 23 contains 8056 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53126 members 
Mstep: Class 27 contains 3131 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 63195 members 
Mstep: Class 30 contains 9853 members 
Mstep: Class 31 contains 62836 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 91050 members 
Mstep: Class 34 contains 32084 members 
Mstep: Class 35 contains 26396 members 
Mstep: Class 36 contains 9811 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3638 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2576 members 
Mstep: Class 44 contains 14333 members 
Mstep: Class 45 contains 11199 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2026 members 
Mstep: Class 48 contains 25040 members 
Mstep: Class 49 contains 6392 members 
Mstep: Class 50 contains 12357 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31488 members 
Mstep: Class 53 contains 24502 members 
Mstep: Class 54 contains 67496 members 
Mstep: Class 55 contains 3570 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3168 members 
Mstep: Class 61 contains 2163 members 
Mstep: Class 62 contains 1439 members 
Mstep: Class 63 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080576.000000 Penalty: 127491.296875
Iteration 171Q: 63 clusters Score -1.110806e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 12969 members 
Mstep: Class 3 contains 10972 members 
Mstep: Class 4 contains 49571 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 13884 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 20160 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 61111 members 
Mstep: Class 18 contains 17481 members 
Mstep: Class 19 contains 42068 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 10682 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3129 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 63191 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 62849 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 91001 members 
Mstep: Class 34 contains 32096 members 
Mstep: Class 35 contains 26391 members 
Mstep: Class 36 contains 9814 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2578 members 
Mstep: Class 44 contains 14334 members 
Mstep: Class 45 contains 11197 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2026 members 
Mstep: Class 48 contains 25047 members 
Mstep: Class 49 contains 6389 members 
Mstep: Class 50 contains 12360 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31493 members 
Mstep: Class 53 contains 24560 members 
Mstep: Class 54 contains 67481 members 
Mstep: Class 55 contains 3570 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3182 members 
Mstep: Class 61 contains 2171 members 
Mstep: Class 62 contains 1463 members 
Mstep: Class 63 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080504.000000 Penalty: 127491.296875
Iteration 172Q: 63 clusters Score -1.110805e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 12956 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 49566 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4879 members 
Mstep: Class 7 contains 6836 members 
Mstep: Class 8 contains 13895 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 20160 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 61114 members 
Mstep: Class 18 contains 17475 members 
Mstep: Class 19 contains 42069 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 10678 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53108 members 
Mstep: Class 27 contains 3136 members 
Mstep: Class 28 contains 3254 members 
Mstep: Class 29 contains 63187 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 62877 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 90960 members 
Mstep: Class 34 contains 32103 members 
Mstep: Class 35 contains 26373 members 
Mstep: Class 36 contains 9817 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3646 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2579 members 
Mstep: Class 44 contains 14335 members 
Mstep: Class 45 contains 11189 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2027 members 
Mstep: Class 48 contains 25053 members 
Mstep: Class 49 contains 6390 members 
Mstep: Class 50 contains 12363 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31498 members 
Mstep: Class 53 contains 24619 members 
Mstep: Class 54 contains 67470 members 
Mstep: Class 55 contains 3570 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3209 members 
Mstep: Class 61 contains 2178 members 
Mstep: Class 62 contains 1478 members 
Mstep: Class 63 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080680.000000 Penalty: 127491.296875
Iteration 173Q: 63 clusters Score -1.110807e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 12939 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 49569 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 6838 members 
Mstep: Class 8 contains 13903 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4293 members 
Mstep: Class 11 contains 20157 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 61114 members 
Mstep: Class 18 contains 17475 members 
Mstep: Class 19 contains 42070 members 
Mstep: Class 20 contains 3793 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 10675 members 
Mstep: Class 23 contains 8058 members 
Mstep: Class 24 contains 4225 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53109 members 
Mstep: Class 27 contains 3143 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 63186 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 62892 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 90913 members 
Mstep: Class 34 contains 32109 members 
Mstep: Class 35 contains 26359 members 
Mstep: Class 36 contains 9819 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3652 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2581 members 
Mstep: Class 44 contains 14334 members 
Mstep: Class 45 contains 11184 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2028 members 
Mstep: Class 48 contains 25053 members 
Mstep: Class 49 contains 6391 members 
Mstep: Class 50 contains 12365 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31508 members 
Mstep: Class 53 contains 24679 members 
Mstep: Class 54 contains 67463 members 
Mstep: Class 55 contains 3576 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3229 members 
Mstep: Class 61 contains 2182 members 
Mstep: Class 62 contains 1489 members 
Mstep: Class 63 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080912.000000 Penalty: 127491.296875
Iteration 174Q: 63 clusters Score -1.110809e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 12924 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 49569 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 6838 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4299 members 
Mstep: Class 11 contains 20158 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 61116 members 
Mstep: Class 18 contains 17476 members 
Mstep: Class 19 contains 42070 members 
Mstep: Class 20 contains 3802 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 10670 members 
Mstep: Class 23 contains 8055 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53117 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 3237 members 
Mstep: Class 29 contains 63185 members 
Mstep: Class 30 contains 9853 members 
Mstep: Class 31 contains 62908 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 90860 members 
Mstep: Class 34 contains 32116 members 
Mstep: Class 35 contains 26340 members 
Mstep: Class 36 contains 9821 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3656 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2584 members 
Mstep: Class 44 contains 14332 members 
Mstep: Class 45 contains 11179 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 25056 members 
Mstep: Class 49 contains 6393 members 
Mstep: Class 50 contains 12363 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31513 members 
Mstep: Class 53 contains 24735 members 
Mstep: Class 54 contains 67464 members 
Mstep: Class 55 contains 3584 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3242 members 
Mstep: Class 61 contains 2186 members 
Mstep: Class 62 contains 1496 members 
Mstep: Class 63 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080792.000000 Penalty: 127491.296875
Iteration 175Q: 63 clusters Score -1.110808e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 10926 members 
Mstep: Class 4 contains 49567 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 6834 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4306 members 
Mstep: Class 11 contains 20158 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 61119 members 
Mstep: Class 18 contains 17471 members 
Mstep: Class 19 contains 42069 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 8208 members 
Mstep: Class 22 contains 10669 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53129 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 63183 members 
Mstep: Class 30 contains 9853 members 
Mstep: Class 31 contains 62931 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 90820 members 
Mstep: Class 34 contains 32121 members 
Mstep: Class 35 contains 26332 members 
Mstep: Class 36 contains 9823 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3662 members 
Mstep: Class 40 contains 15588 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 14331 members 
Mstep: Class 45 contains 11172 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 25057 members 
Mstep: Class 49 contains 6391 members 
Mstep: Class 50 contains 12364 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31521 members 
Mstep: Class 53 contains 24789 members 
Mstep: Class 54 contains 67457 members 
Mstep: Class 55 contains 3590 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15993 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3251 members 
Mstep: Class 61 contains 2189 members 
Mstep: Class 62 contains 1502 members 
Mstep: Class 63 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080736.000000 Penalty: 127491.296875
Iteration 176Q: 63 clusters Score -1.110807e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 10918 members 
Mstep: Class 4 contains 49572 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4884 members 
Mstep: Class 7 contains 6837 members 
Mstep: Class 8 contains 13919 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 61120 members 
Mstep: Class 18 contains 17466 members 
Mstep: Class 19 contains 42068 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 8208 members 
Mstep: Class 22 contains 10670 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 4224 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53134 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 3217 members 
Mstep: Class 29 contains 63182 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 62960 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 90785 members 
Mstep: Class 34 contains 32128 members 
Mstep: Class 35 contains 26317 members 
Mstep: Class 36 contains 9822 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3666 members 
Mstep: Class 40 contains 15588 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 14331 members 
Mstep: Class 45 contains 11162 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 25056 members 
Mstep: Class 49 contains 6392 members 
Mstep: Class 50 contains 12362 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31521 members 
Mstep: Class 53 contains 24840 members 
Mstep: Class 54 contains 67448 members 
Mstep: Class 55 contains 3597 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15994 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3265 members 
Mstep: Class 61 contains 2193 members 
Mstep: Class 62 contains 1506 members 
Mstep: Class 63 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080672.000000 Penalty: 127491.296875
Iteration 177Q: 63 clusters Score -1.110807e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 10911 members 
Mstep: Class 4 contains 49577 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4882 members 
Mstep: Class 7 contains 6838 members 
Mstep: Class 8 contains 13920 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 20163 members 
Mstep: Class 12 contains 8321 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 61122 members 
Mstep: Class 18 contains 17467 members 
Mstep: Class 19 contains 42070 members 
Mstep: Class 20 contains 3840 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 10669 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53138 members 
Mstep: Class 27 contains 3168 members 
Mstep: Class 28 contains 3206 members 
Mstep: Class 29 contains 63179 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 62982 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 90737 members 
Mstep: Class 34 contains 32135 members 
Mstep: Class 35 contains 26309 members 
Mstep: Class 36 contains 9821 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3664 members 
Mstep: Class 40 contains 15588 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 14330 members 
Mstep: Class 45 contains 11157 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 25055 members 
Mstep: Class 49 contains 6393 members 
Mstep: Class 50 contains 12359 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31523 members 
Mstep: Class 53 contains 24889 members 
Mstep: Class 54 contains 67449 members 
Mstep: Class 55 contains 3606 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15995 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 2199 members 
Mstep: Class 62 contains 1512 members 
Mstep: Class 63 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080632.000000 Penalty: 127491.296875
Iteration 178Q: 63 clusters Score -1.110806e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 12854 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 49576 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 6837 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 20166 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 61122 members 
Mstep: Class 18 contains 17466 members 
Mstep: Class 19 contains 42071 members 
Mstep: Class 20 contains 3852 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 10667 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 4221 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53150 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 63179 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63008 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 90701 members 
Mstep: Class 34 contains 32143 members 
Mstep: Class 35 contains 26298 members 
Mstep: Class 36 contains 9823 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3665 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2588 members 
Mstep: Class 44 contains 14328 members 
Mstep: Class 45 contains 11153 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2033 members 
Mstep: Class 48 contains 25048 members 
Mstep: Class 49 contains 6392 members 
Mstep: Class 50 contains 12357 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31521 members 
Mstep: Class 53 contains 24946 members 
Mstep: Class 54 contains 67444 members 
Mstep: Class 55 contains 3614 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15995 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3275 members 
Mstep: Class 61 contains 2204 members 
Mstep: Class 62 contains 1517 members 
Mstep: Class 63 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080688.000000 Penalty: 127491.296875
Iteration 179Q: 63 clusters Score -1.110807e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 12842 members 
Mstep: Class 3 contains 10894 members 
Mstep: Class 4 contains 49576 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 6843 members 
Mstep: Class 8 contains 13924 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 20164 members 
Mstep: Class 12 contains 8313 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 61122 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 42076 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 8212 members 
Mstep: Class 22 contains 10673 members 
Mstep: Class 23 contains 8049 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53151 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 63176 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63039 members 
Mstep: Class 32 contains 5157 members 
Mstep: Class 33 contains 90658 members 
Mstep: Class 34 contains 32150 members 
Mstep: Class 35 contains 26287 members 
Mstep: Class 36 contains 9822 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3667 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2591 members 
Mstep: Class 44 contains 14330 members 
Mstep: Class 45 contains 11142 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2037 members 
Mstep: Class 48 contains 25045 members 
Mstep: Class 49 contains 6393 members 
Mstep: Class 50 contains 12360 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31529 members 
Mstep: Class 53 contains 24997 members 
Mstep: Class 54 contains 67439 members 
Mstep: Class 55 contains 3619 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15995 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3279 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1522 members 
Mstep: Class 63 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081040.000000 Penalty: 127491.296875
Iteration 180F: 63 clusters Score -1.11081e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 10889 members 
Mstep: Class 4 contains 49575 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 6849 members 
Mstep: Class 8 contains 13925 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4311 members 
Mstep: Class 11 contains 20163 members 
Mstep: Class 12 contains 8303 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 61125 members 
Mstep: Class 18 contains 17461 members 
Mstep: Class 19 contains 42075 members 
Mstep: Class 20 contains 3885 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 10665 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4217 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53150 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 63174 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63069 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 90637 members 
Mstep: Class 34 contains 32160 members 
Mstep: Class 35 contains 26260 members 
Mstep: Class 36 contains 9822 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3672 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 2592 members 
Mstep: Class 44 contains 14332 members 
Mstep: Class 45 contains 11127 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 25043 members 
Mstep: Class 49 contains 6392 members 
Mstep: Class 50 contains 12359 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31549 members 
Mstep: Class 53 contains 25040 members 
Mstep: Class 54 contains 67433 members 
Mstep: Class 55 contains 3631 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15995 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1546 members 
Mstep: Class 63 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081072.000000 Penalty: 127491.296875
Iteration 181Q: 63 clusters Score -1.110811e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 12809 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 49576 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 13926 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 20159 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 61127 members 
Mstep: Class 18 contains 17454 members 
Mstep: Class 19 contains 42079 members 
Mstep: Class 20 contains 3904 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 10649 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4216 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53155 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 63173 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63084 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 90604 members 
Mstep: Class 34 contains 32170 members 
Mstep: Class 35 contains 26235 members 
Mstep: Class 36 contains 9823 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3671 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8435 members 
Mstep: Class 43 contains 2593 members 
Mstep: Class 44 contains 14332 members 
Mstep: Class 45 contains 11119 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2032 members 
Mstep: Class 48 contains 25041 members 
Mstep: Class 49 contains 6389 members 
Mstep: Class 50 contains 12361 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31564 members 
Mstep: Class 53 contains 25082 members 
Mstep: Class 54 contains 67422 members 
Mstep: Class 55 contains 3640 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3319 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1575 members 
Mstep: Class 63 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080848.000000 Penalty: 127491.296875
Iteration 182Q: 63 clusters Score -1.110808e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 12800 members 
Mstep: Class 3 contains 10877 members 
Mstep: Class 4 contains 49575 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4879 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 20155 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 61129 members 
Mstep: Class 18 contains 17455 members 
Mstep: Class 19 contains 42084 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 10631 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4216 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53158 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 63173 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63104 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 90580 members 
Mstep: Class 34 contains 32176 members 
Mstep: Class 35 contains 26200 members 
Mstep: Class 36 contains 9824 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8435 members 
Mstep: Class 43 contains 2595 members 
Mstep: Class 44 contains 14323 members 
Mstep: Class 45 contains 11103 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2032 members 
Mstep: Class 48 contains 25036 members 
Mstep: Class 49 contains 6387 members 
Mstep: Class 50 contains 12361 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31576 members 
Mstep: Class 53 contains 25118 members 
Mstep: Class 54 contains 67416 members 
Mstep: Class 55 contains 3651 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3342 members 
Mstep: Class 61 contains 2209 members 
Mstep: Class 62 contains 1606 members 
Mstep: Class 63 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080840.000000 Penalty: 127491.296875
Iteration 183Q: 63 clusters Score -1.110808e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 12791 members 
Mstep: Class 3 contains 10868 members 
Mstep: Class 4 contains 49579 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 13933 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4323 members 
Mstep: Class 11 contains 20150 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 61130 members 
Mstep: Class 18 contains 17456 members 
Mstep: Class 19 contains 42084 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 10624 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53161 members 
Mstep: Class 27 contains 3179 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 63174 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63123 members 
Mstep: Class 32 contains 5150 members 
Mstep: Class 33 contains 90558 members 
Mstep: Class 34 contains 32178 members 
Mstep: Class 35 contains 26177 members 
Mstep: Class 36 contains 9825 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8435 members 
Mstep: Class 43 contains 2597 members 
Mstep: Class 44 contains 14319 members 
Mstep: Class 45 contains 11095 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2027 members 
Mstep: Class 48 contains 25031 members 
Mstep: Class 49 contains 6386 members 
Mstep: Class 50 contains 12362 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31583 members 
Mstep: Class 53 contains 25141 members 
Mstep: Class 54 contains 67413 members 
Mstep: Class 55 contains 3658 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3365 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1630 members 
Mstep: Class 63 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080992.000000 Penalty: 127491.296875
Iteration 184Q: 63 clusters Score -1.11081e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 49583 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 20155 members 
Mstep: Class 12 contains 8276 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2458 members 
Mstep: Class 17 contains 61130 members 
Mstep: Class 18 contains 17458 members 
Mstep: Class 19 contains 42086 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 10625 members 
Mstep: Class 23 contains 8049 members 
Mstep: Class 24 contains 4210 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53171 members 
Mstep: Class 27 contains 3184 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 63174 members 
Mstep: Class 30 contains 9857 members 
Mstep: Class 31 contains 63155 members 
Mstep: Class 32 contains 5148 members 
Mstep: Class 33 contains 90550 members 
Mstep: Class 34 contains 32180 members 
Mstep: Class 35 contains 26148 members 
Mstep: Class 36 contains 9825 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8435 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 14317 members 
Mstep: Class 45 contains 11087 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2028 members 
Mstep: Class 48 contains 25025 members 
Mstep: Class 49 contains 6383 members 
Mstep: Class 50 contains 12365 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31587 members 
Mstep: Class 53 contains 25155 members 
Mstep: Class 54 contains 67399 members 
Mstep: Class 55 contains 3661 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3378 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1645 members 
Mstep: Class 63 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081152.000000 Penalty: 127491.296875
Iteration 185Q: 63 clusters Score -1.110812e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 10857 members 
Mstep: Class 4 contains 49584 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 13942 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4330 members 
Mstep: Class 11 contains 20164 members 
Mstep: Class 12 contains 8270 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2457 members 
Mstep: Class 17 contains 61131 members 
Mstep: Class 18 contains 17460 members 
Mstep: Class 19 contains 42085 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4208 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53177 members 
Mstep: Class 27 contains 3182 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 63173 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63187 members 
Mstep: Class 32 contains 5146 members 
Mstep: Class 33 contains 90548 members 
Mstep: Class 34 contains 32182 members 
Mstep: Class 35 contains 26123 members 
Mstep: Class 36 contains 9825 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3676 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 14316 members 
Mstep: Class 45 contains 11085 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2026 members 
Mstep: Class 48 contains 25020 members 
Mstep: Class 49 contains 6381 members 
Mstep: Class 50 contains 12365 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31590 members 
Mstep: Class 53 contains 25162 members 
Mstep: Class 54 contains 67393 members 
Mstep: Class 55 contains 3667 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3385 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1666 members 
Mstep: Class 63 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080976.000000 Penalty: 127491.296875
Iteration 186Q: 63 clusters Score -1.11081e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 12768 members 
Mstep: Class 3 contains 10853 members 
Mstep: Class 4 contains 49585 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 13951 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4332 members 
Mstep: Class 11 contains 20168 members 
Mstep: Class 12 contains 8260 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 61130 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 42085 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 10611 members 
Mstep: Class 23 contains 8050 members 
Mstep: Class 24 contains 4207 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53185 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 3085 members 
Mstep: Class 29 contains 63173 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63219 members 
Mstep: Class 32 contains 5148 members 
Mstep: Class 33 contains 90538 members 
Mstep: Class 34 contains 32181 members 
Mstep: Class 35 contains 26086 members 
Mstep: Class 36 contains 9826 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3678 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 14316 members 
Mstep: Class 45 contains 11077 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2026 members 
Mstep: Class 48 contains 25016 members 
Mstep: Class 49 contains 6381 members 
Mstep: Class 50 contains 12365 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31596 members 
Mstep: Class 53 contains 25172 members 
Mstep: Class 54 contains 67394 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3386 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1686 members 
Mstep: Class 63 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081008.000000 Penalty: 127491.296875
Iteration 187Q: 63 clusters Score -1.11081e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 10851 members 
Mstep: Class 4 contains 49583 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 11 contains 20168 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61132 members 
Mstep: Class 18 contains 17460 members 
Mstep: Class 19 contains 42086 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 10601 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53187 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 3074 members 
Mstep: Class 29 contains 63172 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63242 members 
Mstep: Class 32 contains 5148 members 
Mstep: Class 33 contains 90531 members 
Mstep: Class 34 contains 32184 members 
Mstep: Class 35 contains 26068 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3677 members 
Mstep: Class 40 contains 15590 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 14321 members 
Mstep: Class 45 contains 11072 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2026 members 
Mstep: Class 48 contains 25012 members 
Mstep: Class 49 contains 6382 members 
Mstep: Class 50 contains 12367 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31601 members 
Mstep: Class 53 contains 25185 members 
Mstep: Class 54 contains 67388 members 
Mstep: Class 55 contains 3687 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3399 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1706 members 
Mstep: Class 63 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081072.000000 Penalty: 127491.296875
Iteration 188Q: 63 clusters Score -1.110811e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 49584 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 13950 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 20170 members 
Mstep: Class 12 contains 8249 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 42085 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53184 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 3070 members 
Mstep: Class 29 contains 63171 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63262 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90531 members 
Mstep: Class 34 contains 32185 members 
Mstep: Class 35 contains 26038 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3679 members 
Mstep: Class 40 contains 15590 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 14330 members 
Mstep: Class 45 contains 11066 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2024 members 
Mstep: Class 48 contains 25008 members 
Mstep: Class 49 contains 6383 members 
Mstep: Class 50 contains 12368 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31604 members 
Mstep: Class 53 contains 25196 members 
Mstep: Class 54 contains 67380 members 
Mstep: Class 55 contains 3688 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3409 members 
Mstep: Class 61 contains 2208 members 
Mstep: Class 62 contains 1744 members 
Mstep: Class 63 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080952.000000 Penalty: 127491.296875
Iteration 189Q: 63 clusters Score -1.11081e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 10846 members 
Mstep: Class 4 contains 49585 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 20168 members 
Mstep: Class 12 contains 8234 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17455 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 10583 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53184 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 63167 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63280 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90525 members 
Mstep: Class 34 contains 32188 members 
Mstep: Class 35 contains 26017 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3680 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2602 members 
Mstep: Class 44 contains 14329 members 
Mstep: Class 45 contains 11066 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2023 members 
Mstep: Class 48 contains 25009 members 
Mstep: Class 49 contains 6384 members 
Mstep: Class 50 contains 12368 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31605 members 
Mstep: Class 53 contains 25208 members 
Mstep: Class 54 contains 67372 members 
Mstep: Class 55 contains 3693 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3414 members 
Mstep: Class 61 contains 2209 members 
Mstep: Class 62 contains 1777 members 
Mstep: Class 63 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080960.000000 Penalty: 127491.296875
Iteration 190Q: 63 clusters Score -1.11081e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 12719 members 
Mstep: Class 3 contains 10843 members 
Mstep: Class 4 contains 49593 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13953 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 20168 members 
Mstep: Class 12 contains 8225 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17449 members 
Mstep: Class 19 contains 42097 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53185 members 
Mstep: Class 27 contains 3188 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 63163 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63284 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90525 members 
Mstep: Class 34 contains 32189 members 
Mstep: Class 35 contains 26000 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3679 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2604 members 
Mstep: Class 44 contains 14326 members 
Mstep: Class 45 contains 11064 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2023 members 
Mstep: Class 48 contains 25008 members 
Mstep: Class 49 contains 6384 members 
Mstep: Class 50 contains 12366 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31606 members 
Mstep: Class 53 contains 25215 members 
Mstep: Class 54 contains 67372 members 
Mstep: Class 55 contains 3700 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3421 members 
Mstep: Class 61 contains 2211 members 
Mstep: Class 62 contains 1804 members 
Mstep: Class 63 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080984.000000 Penalty: 127491.296875
Iteration 191Q: 63 clusters Score -1.11081e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 12706 members 
Mstep: Class 3 contains 10839 members 
Mstep: Class 4 contains 49593 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4872 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 13953 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 20165 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61135 members 
Mstep: Class 18 contains 17444 members 
Mstep: Class 19 contains 42099 members 
Mstep: Class 20 contains 4005 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 8046 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53184 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 63162 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63302 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90528 members 
Mstep: Class 34 contains 32193 members 
Mstep: Class 35 contains 25984 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3675 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2604 members 
Mstep: Class 44 contains 14328 members 
Mstep: Class 45 contains 11058 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2023 members 
Mstep: Class 48 contains 25003 members 
Mstep: Class 49 contains 6384 members 
Mstep: Class 50 contains 12365 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31605 members 
Mstep: Class 53 contains 25224 members 
Mstep: Class 54 contains 67373 members 
Mstep: Class 55 contains 3706 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3420 members 
Mstep: Class 61 contains 2214 members 
Mstep: Class 62 contains 1827 members 
Mstep: Class 63 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080904.000000 Penalty: 127491.296875
Iteration 192Q: 63 clusters Score -1.110809e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 12687 members 
Mstep: Class 3 contains 10837 members 
Mstep: Class 4 contains 49598 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61138 members 
Mstep: Class 18 contains 17443 members 
Mstep: Class 19 contains 42103 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4197 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53186 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 3041 members 
Mstep: Class 29 contains 63159 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63314 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 90526 members 
Mstep: Class 34 contains 32193 members 
Mstep: Class 35 contains 25961 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2604 members 
Mstep: Class 44 contains 14330 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2023 members 
Mstep: Class 48 contains 25003 members 
Mstep: Class 49 contains 6383 members 
Mstep: Class 50 contains 12363 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31604 members 
Mstep: Class 53 contains 25234 members 
Mstep: Class 54 contains 67375 members 
Mstep: Class 55 contains 3712 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15996 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3423 members 
Mstep: Class 61 contains 2216 members 
Mstep: Class 62 contains 1848 members 
Mstep: Class 63 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081128.000000 Penalty: 127491.296875
Iteration 193Q: 63 clusters Score -1.110811e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 12665 members 
Mstep: Class 3 contains 10837 members 
Mstep: Class 4 contains 49597 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4872 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 20160 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17439 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4195 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53183 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 3020 members 
Mstep: Class 29 contains 63158 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63316 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 90516 members 
Mstep: Class 34 contains 32199 members 
Mstep: Class 35 contains 25935 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2605 members 
Mstep: Class 44 contains 14331 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2022 members 
Mstep: Class 48 contains 25002 members 
Mstep: Class 49 contains 6384 members 
Mstep: Class 50 contains 12363 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31605 members 
Mstep: Class 53 contains 25252 members 
Mstep: Class 54 contains 67376 members 
Mstep: Class 55 contains 3722 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3422 members 
Mstep: Class 61 contains 2219 members 
Mstep: Class 62 contains 1874 members 
Mstep: Class 63 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081264.000000 Penalty: 127491.296875
Iteration 194Q: 63 clusters Score -1.110813e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 12648 members 
Mstep: Class 3 contains 10836 members 
Mstep: Class 4 contains 49603 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 20160 members 
Mstep: Class 12 contains 8203 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 42111 members 
Mstep: Class 20 contains 4064 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10558 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4191 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53180 members 
Mstep: Class 27 contains 3191 members 
Mstep: Class 28 contains 2992 members 
Mstep: Class 29 contains 63156 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63325 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 90505 members 
Mstep: Class 34 contains 32201 members 
Mstep: Class 35 contains 25909 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2605 members 
Mstep: Class 44 contains 14338 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2024 members 
Mstep: Class 48 contains 25000 members 
Mstep: Class 49 contains 6382 members 
Mstep: Class 50 contains 12364 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31606 members 
Mstep: Class 53 contains 25265 members 
Mstep: Class 54 contains 67372 members 
Mstep: Class 55 contains 3732 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3420 members 
Mstep: Class 61 contains 2223 members 
Mstep: Class 62 contains 1904 members 
Mstep: Class 63 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081200.000000 Penalty: 127491.296875
Iteration 195Q: 63 clusters Score -1.110812e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 12639 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 49606 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 13955 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 20159 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17440 members 
Mstep: Class 19 contains 42116 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10555 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4187 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53181 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 2973 members 
Mstep: Class 29 contains 63153 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63334 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 90491 members 
Mstep: Class 34 contains 32204 members 
Mstep: Class 35 contains 25891 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3674 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2606 members 
Mstep: Class 44 contains 14338 members 
Mstep: Class 45 contains 11043 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2024 members 
Mstep: Class 48 contains 24998 members 
Mstep: Class 49 contains 6379 members 
Mstep: Class 50 contains 12364 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31610 members 
Mstep: Class 53 contains 25286 members 
Mstep: Class 54 contains 67368 members 
Mstep: Class 55 contains 3740 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3419 members 
Mstep: Class 61 contains 2225 members 
Mstep: Class 62 contains 1926 members 
Mstep: Class 63 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081248.000000 Penalty: 127491.296875
Iteration 196Q: 63 clusters Score -1.110812e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 10836 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 13955 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 20155 members 
Mstep: Class 12 contains 8181 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 42118 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10554 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53186 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 2951 members 
Mstep: Class 29 contains 63150 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63345 members 
Mstep: Class 32 contains 5150 members 
Mstep: Class 33 contains 90482 members 
Mstep: Class 34 contains 32208 members 
Mstep: Class 35 contains 25879 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3678 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2607 members 
Mstep: Class 44 contains 14342 members 
Mstep: Class 45 contains 11035 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2026 members 
Mstep: Class 48 contains 24999 members 
Mstep: Class 49 contains 6380 members 
Mstep: Class 50 contains 12365 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31615 members 
Mstep: Class 53 contains 25298 members 
Mstep: Class 54 contains 67361 members 
Mstep: Class 55 contains 3741 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3415 members 
Mstep: Class 61 contains 2228 members 
Mstep: Class 62 contains 1946 members 
Mstep: Class 63 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081232.000000 Penalty: 127491.296875
Iteration 197Q: 63 clusters Score -1.110812e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 12611 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 13955 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 20148 members 
Mstep: Class 12 contains 8167 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61142 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 42116 members 
Mstep: Class 20 contains 4117 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53188 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 63148 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63361 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 90468 members 
Mstep: Class 34 contains 32212 members 
Mstep: Class 35 contains 25863 members 
Mstep: Class 36 contains 9826 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3681 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2608 members 
Mstep: Class 44 contains 14344 members 
Mstep: Class 45 contains 11028 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 24997 members 
Mstep: Class 49 contains 6381 members 
Mstep: Class 50 contains 12366 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31622 members 
Mstep: Class 53 contains 25316 members 
Mstep: Class 54 contains 67354 members 
Mstep: Class 55 contains 3743 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3418 members 
Mstep: Class 61 contains 2228 members 
Mstep: Class 62 contains 1962 members 
Mstep: Class 63 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081328.000000 Penalty: 127491.296875
Iteration 198Q: 63 clusters Score -1.110813e+08 nChanged 217
Entering ConstructFrom: 
Score: -111081328.000000 Penalty: 127491.296875
Entering ConstructFrom: 
Trying to split cluster 1 (51082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Entering Unmasked Estep 
Score: -5726761.000000 Penalty: 1613.168701
	Iteration 0F: 2 clusters Score -5726761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5693452.000000 Penalty: 3226.337402
	Iteration 0F: 3 clusters Score -5693452 nChanged 23597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -5706890.500000 Penalty: 3226.337402
	Iteration 1F: 3 clusters Score -5706890 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5707748.000000 Penalty: 3226.337402
	Iteration 2Q: 3 clusters Score -5707748 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5708770.000000 Penalty: 3226.337402
	Iteration 3Q: 3 clusters Score -5708770 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -5710183.500000 Penalty: 3226.337402
	Iteration 4F: 3 clusters Score -5710184 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -5712116.000000 Penalty: 3226.337402
	Iteration 5F: 3 clusters Score -5712116 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -5714795.500000 Penalty: 3226.337402
	Iteration 6F: 3 clusters Score -5714796 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5717721.500000 Penalty: 3226.337402
	Iteration 7F: 3 clusters Score -5717722 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5720412.000000 Penalty: 3226.337402
	Iteration 8F: 3 clusters Score -5720412 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5722260.500000 Penalty: 3226.337402
	Iteration 9Q: 3 clusters Score -5722260 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5723295.000000 Penalty: 3226.337402
	Iteration 10Q: 3 clusters Score -5723295 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5723835.000000 Penalty: 3226.337402
	Iteration 11Q: 3 clusters Score -5723835 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -5724190.000000 Penalty: 3226.337402
	Iteration 12Q: 3 clusters Score -5724190 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -5724443.500000 Penalty: 3226.337402
	Iteration 13Q: 3 clusters Score -5724444 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5724623.500000 Penalty: 3226.337402
	Iteration 14Q: 3 clusters Score -5724624 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5724795.000000 Penalty: 3226.337402
	Iteration 15Q: 3 clusters Score -5724795 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -5724953.000000 Penalty: 3226.337402
	Iteration 16Q: 3 clusters Score -5724953 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -5725076.500000 Penalty: 3226.337402
	Iteration 17Q: 3 clusters Score -5725076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -5725200.500000 Penalty: 3226.337402
	Iteration 18Q: 3 clusters Score -5725200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -5725273.000000 Penalty: 3226.337402
	Iteration 19Q: 3 clusters Score -5725273 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -5725342.000000 Penalty: 3226.337402
	Iteration 20F: 3 clusters Score -5725342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -5725390.500000 Penalty: 3226.337402
	Iteration 21Q: 3 clusters Score -5725390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -5725445.000000 Penalty: 3226.337402
	Iteration 22Q: 3 clusters Score -5725445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -5725483.000000 Penalty: 3226.337402
	Iteration 23Q: 3 clusters Score -5725483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -5725512.000000 Penalty: 3226.337402
	Iteration 24Q: 3 clusters Score -5725512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -5725536.500000 Penalty: 3226.337402
	Iteration 25Q: 3 clusters Score -5725536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -5725548.000000 Penalty: 3226.337402
	Iteration 26Q: 3 clusters Score -5725548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -5725551.000000 Penalty: 3226.337402
	Iteration 27Q: 3 clusters Score -5725551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -5725556.000000 Penalty: 3226.337402
	Iteration 28Q: 3 clusters Score -5725556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -5725556.500000 Penalty: 3226.337402
	Iteration 29Q: 3 clusters Score -5725556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5725575.500000 Penalty: 3226.337402
	Iteration 30Q: 3 clusters Score -5725576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -5725571.500000 Penalty: 3226.337402
	Iteration 31Q: 3 clusters Score -5725572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -5725589.000000 Penalty: 3226.337402
	Iteration 32Q: 3 clusters Score -5725589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -5725602.500000 Penalty: 3226.337402
	Iteration 33Q: 3 clusters Score -5725602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -5725619.500000 Penalty: 3226.337402
	Iteration 34Q: 3 clusters Score -5725620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -5725633.000000 Penalty: 3226.337402
	Iteration 35Q: 3 clusters Score -5725633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -5725636.500000 Penalty: 3226.337402
	Iteration 36Q: 3 clusters Score -5725636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -5725641.500000 Penalty: 3226.337402
	Iteration 37Q: 3 clusters Score -5725642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -5725646.000000 Penalty: 3226.337402
	Iteration 38Q: 3 clusters Score -5725646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -5725646.000000 Penalty: 3226.337402
	Iteration 39Q: 3 clusters Score -5725646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -5725647.500000 Penalty: 3226.337402
	Iteration 40F: 3 clusters Score -5725648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -5725649.000000 Penalty: 3226.337402
	Iteration 41Q: 3 clusters Score -5725649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -5725652.000000 Penalty: 3226.337402
	Iteration 42Q: 3 clusters Score -5725652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -5725648.000000 Penalty: 3226.337402
	Iteration 43Q: 3 clusters Score -5725648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -5725644.500000 Penalty: 3226.337402
	Iteration 44Q: 3 clusters Score -5725644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -5725644.500000 Penalty: 3226.337402
	Iteration 45F: 3 clusters Score -5725644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Entering Unmasked Estep 
Score: -1373652.625000 Penalty: 1404.888062
	Iteration 0F: 2 clusters Score -1373653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1365308.375000 Penalty: 2809.776123
	Iteration 0F: 3 clusters Score -1365308 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1368098.125000 Penalty: 2809.776123
	Iteration 1F: 3 clusters Score -1368098 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1368494.000000 Penalty: 2809.776123
	Iteration 2F: 3 clusters Score -1368494 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1368811.500000 Penalty: 2809.776123
	Iteration 3F: 3 clusters Score -1368812 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1369093.625000 Penalty: 2809.776123
	Iteration 4Q: 3 clusters Score -1369094 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1369358.000000 Penalty: 2809.776123
	Iteration 5Q: 3 clusters Score -1369358 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1369617.500000 Penalty: 2809.776123
	Iteration 6Q: 3 clusters Score -1369618 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1369926.125000 Penalty: 2809.776123
	Iteration 7Q: 3 clusters Score -1369926 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1370256.125000 Penalty: 2809.776123
	Iteration 8Q: 3 clusters Score -1370256 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1370551.000000 Penalty: 2809.776123
	Iteration 9Q: 3 clusters Score -1370551 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1370781.250000 Penalty: 2809.776123
	Iteration 10Q: 3 clusters Score -1370781 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1370969.250000 Penalty: 2809.776123
	Iteration 11Q: 3 clusters Score -1370969 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1371131.125000 Penalty: 2809.776123
	Iteration 12Q: 3 clusters Score -1371131 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1371302.875000 Penalty: 2809.776123
	Iteration 13Q: 3 clusters Score -1371303 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1371465.375000 Penalty: 2809.776123
	Iteration 14Q: 3 clusters Score -1371465 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1371642.875000 Penalty: 2809.776123
	Iteration 15Q: 3 clusters Score -1371643 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1371846.375000 Penalty: 2809.776123
	Iteration 16Q: 3 clusters Score -1371846 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1372040.500000 Penalty: 2809.776123
	Iteration 17Q: 3 clusters Score -1372040 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1372187.750000 Penalty: 2809.776123
	Iteration 18Q: 3 clusters Score -1372188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1372348.500000 Penalty: 2809.776123
	Iteration 19Q: 3 clusters Score -1372348 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1372478.000000 Penalty: 2809.776123
	Iteration 20F: 3 clusters Score -1372478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1372582.000000 Penalty: 2809.776123
	Iteration 21Q: 3 clusters Score -1372582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1372677.750000 Penalty: 2809.776123
	Iteration 22Q: 3 clusters Score -1372678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1372749.250000 Penalty: 2809.776123
	Iteration 23Q: 3 clusters Score -1372749 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1372799.000000 Penalty: 2809.776123
	Iteration 24Q: 3 clusters Score -1372799 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1372854.500000 Penalty: 2809.776123
	Iteration 25Q: 3 clusters Score -1372854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1372901.500000 Penalty: 2809.776123
	Iteration 26Q: 3 clusters Score -1372902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1372944.125000 Penalty: 2809.776123
	Iteration 27Q: 3 clusters Score -1372944 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1372987.000000 Penalty: 2809.776123
	Iteration 28Q: 3 clusters Score -1372987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1373024.625000 Penalty: 2809.776123
	Iteration 29Q: 3 clusters Score -1373025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1373050.000000 Penalty: 2809.776123
	Iteration 30Q: 3 clusters Score -1373050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1373068.625000 Penalty: 2809.776123
	Iteration 31Q: 3 clusters Score -1373069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1373090.125000 Penalty: 2809.776123
	Iteration 32Q: 3 clusters Score -1373090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1373099.125000 Penalty: 2809.776123
	Iteration 33Q: 3 clusters Score -1373099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1373112.750000 Penalty: 2809.776123
	Iteration 34Q: 3 clusters Score -1373113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1373119.625000 Penalty: 2809.776123
	Iteration 35Q: 3 clusters Score -1373120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1373130.125000 Penalty: 2809.776123
	Iteration 36Q: 3 clusters Score -1373130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1373135.375000 Penalty: 2809.776123
	Iteration 37Q: 3 clusters Score -1373135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1373143.375000 Penalty: 2809.776123
	Iteration 38Q: 3 clusters Score -1373143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1373156.375000 Penalty: 2809.776123
	Iteration 39Q: 3 clusters Score -1373156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1373164.625000 Penalty: 2809.776123
	Iteration 40F: 3 clusters Score -1373165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1373173.500000 Penalty: 2809.776123
	Iteration 41Q: 3 clusters Score -1373174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1373174.625000 Penalty: 2809.776123
	Iteration 42Q: 3 clusters Score -1373175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1373189.875000 Penalty: 2809.776123
	Iteration 43Q: 3 clusters Score -1373190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1373204.500000 Penalty: 2809.776123
	Iteration 44Q: 3 clusters Score -1373204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1373211.000000 Penalty: 2809.776123
	Iteration 45Q: 3 clusters Score -1373211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1373218.875000 Penalty: 2809.776123
	Iteration 46Q: 3 clusters Score -1373219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1373222.375000 Penalty: 2809.776123
	Iteration 47Q: 3 clusters Score -1373222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1373229.375000 Penalty: 2809.776123
	Iteration 48Q: 3 clusters Score -1373229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1373226.250000 Penalty: 2809.776123
	Iteration 49Q: 3 clusters Score -1373226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1373234.625000 Penalty: 2809.776123
	Iteration 50Q: 3 clusters Score -1373235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1373245.875000 Penalty: 2809.776123
	Iteration 51Q: 3 clusters Score -1373246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1373248.750000 Penalty: 2809.776123
	Iteration 52Q: 3 clusters Score -1373249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1373252.750000 Penalty: 2809.776123
	Iteration 53Q: 3 clusters Score -1373253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1373257.375000 Penalty: 2809.776123
	Iteration 54Q: 3 clusters Score -1373257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1373263.375000 Penalty: 2809.776123
	Iteration 55Q: 3 clusters Score -1373263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1373270.125000 Penalty: 2809.776123
	Iteration 56Q: 3 clusters Score -1373270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1373275.250000 Penalty: 2809.776123
	Iteration 57Q: 3 clusters Score -1373275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1373274.750000 Penalty: 2809.776123
	Iteration 58Q: 3 clusters Score -1373275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1373276.125000 Penalty: 2809.776123
	Iteration 59Q: 3 clusters Score -1373276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1373280.750000 Penalty: 2809.776123
	Iteration 60F: 3 clusters Score -1373281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1373281.500000 Penalty: 2809.776123
	Iteration 61Q: 3 clusters Score -1373282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1373281.875000 Penalty: 2809.776123
	Iteration 62Q: 3 clusters Score -1373282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1373281.750000 Penalty: 2809.776123
	Iteration 63Q: 3 clusters Score -1373282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1373283.375000 Penalty: 2809.776123
	Iteration 64Q: 3 clusters Score -1373283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1373284.375000 Penalty: 2809.776123
	Iteration 65Q: 3 clusters Score -1373284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1373285.125000 Penalty: 2809.776123
	Iteration 66Q: 3 clusters Score -1373285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1373285.375000 Penalty: 2809.776123
	Iteration 67Q: 3 clusters Score -1373285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1373285.375000 Penalty: 2809.776123
	Iteration 68F: 3 clusters Score -1373285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -1169730.625000 Penalty: 1382.418091
	Iteration 0F: 2 clusters Score -1169731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1162390.250000 Penalty: 2764.836182
	Iteration 0F: 3 clusters Score -1162390 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1165146.500000 Penalty: 2764.836182
	Iteration 1F: 3 clusters Score -1165146 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1165656.250000 Penalty: 2764.836182
	Iteration 2F: 3 clusters Score -1165656 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1166080.625000 Penalty: 2764.836182
	Iteration 3F: 3 clusters Score -1166081 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1166423.375000 Penalty: 2764.836182
	Iteration 4F: 3 clusters Score -1166423 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1166707.500000 Penalty: 2764.836182
	Iteration 5Q: 3 clusters Score -1166708 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1166906.875000 Penalty: 2764.836182
	Iteration 6Q: 3 clusters Score -1166907 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1167078.000000 Penalty: 2764.836182
	Iteration 7Q: 3 clusters Score -1167078 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1167209.250000 Penalty: 2764.836182
	Iteration 8Q: 3 clusters Score -1167209 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1167300.375000 Penalty: 2764.836182
	Iteration 9Q: 3 clusters Score -1167300 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1167385.500000 Penalty: 2764.836182
	Iteration 10Q: 3 clusters Score -1167386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1167454.750000 Penalty: 2764.836182
	Iteration 11Q: 3 clusters Score -1167455 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1167509.875000 Penalty: 2764.836182
	Iteration 12Q: 3 clusters Score -1167510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1167561.375000 Penalty: 2764.836182
	Iteration 13Q: 3 clusters Score -1167561 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1167616.625000 Penalty: 2764.836182
	Iteration 14Q: 3 clusters Score -1167617 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1167659.500000 Penalty: 2764.836182
	Iteration 15Q: 3 clusters Score -1167660 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1167701.375000 Penalty: 2764.836182
	Iteration 16Q: 3 clusters Score -1167701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1167736.000000 Penalty: 2764.836182
	Iteration 17Q: 3 clusters Score -1167736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1167775.750000 Penalty: 2764.836182
	Iteration 18Q: 3 clusters Score -1167776 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1167830.625000 Penalty: 2764.836182
	Iteration 19Q: 3 clusters Score -1167831 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1167868.500000 Penalty: 2764.836182
	Iteration 20F: 3 clusters Score -1167868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1167920.625000 Penalty: 2764.836182
	Iteration 21Q: 3 clusters Score -1167921 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1167955.375000 Penalty: 2764.836182
	Iteration 22Q: 3 clusters Score -1167955 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1167987.750000 Penalty: 2764.836182
	Iteration 23Q: 3 clusters Score -1167988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1168033.625000 Penalty: 2764.836182
	Iteration 24Q: 3 clusters Score -1168034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1168077.875000 Penalty: 2764.836182
	Iteration 25Q: 3 clusters Score -1168078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1168112.125000 Penalty: 2764.836182
	Iteration 26Q: 3 clusters Score -1168112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1168149.125000 Penalty: 2764.836182
	Iteration 27Q: 3 clusters Score -1168149 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1168197.500000 Penalty: 2764.836182
	Iteration 28Q: 3 clusters Score -1168198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1168251.375000 Penalty: 2764.836182
	Iteration 29Q: 3 clusters Score -1168251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1168306.250000 Penalty: 2764.836182
	Iteration 30Q: 3 clusters Score -1168306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1168390.625000 Penalty: 2764.836182
	Iteration 31Q: 3 clusters Score -1168391 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1168455.875000 Penalty: 2764.836182
	Iteration 32Q: 3 clusters Score -1168456 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1168512.250000 Penalty: 2764.836182
	Iteration 33Q: 3 clusters Score -1168512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1168569.750000 Penalty: 2764.836182
	Iteration 34Q: 3 clusters Score -1168570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1168626.250000 Penalty: 2764.836182
	Iteration 35Q: 3 clusters Score -1168626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1168671.500000 Penalty: 2764.836182
	Iteration 36Q: 3 clusters Score -1168672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1168731.125000 Penalty: 2764.836182
	Iteration 37Q: 3 clusters Score -1168731 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1168771.625000 Penalty: 2764.836182
	Iteration 38Q: 3 clusters Score -1168772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1168803.750000 Penalty: 2764.836182
	Iteration 39Q: 3 clusters Score -1168804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1168831.250000 Penalty: 2764.836182
	Iteration 40F: 3 clusters Score -1168831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1168854.625000 Penalty: 2764.836182
	Iteration 41Q: 3 clusters Score -1168855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1168868.875000 Penalty: 2764.836182
	Iteration 42Q: 3 clusters Score -1168869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1168880.375000 Penalty: 2764.836182
	Iteration 43Q: 3 clusters Score -1168880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1168890.375000 Penalty: 2764.836182
	Iteration 44Q: 3 clusters Score -1168890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1168899.375000 Penalty: 2764.836182
	Iteration 45Q: 3 clusters Score -1168899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1168903.875000 Penalty: 2764.836182
	Iteration 46Q: 3 clusters Score -1168904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1168909.625000 Penalty: 2764.836182
	Iteration 47Q: 3 clusters Score -1168910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1168908.750000 Penalty: 2764.836182
	Iteration 48Q: 3 clusters Score -1168909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1168913.500000 Penalty: 2764.836182
	Iteration 49Q: 3 clusters Score -1168914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1168917.625000 Penalty: 2764.836182
	Iteration 50Q: 3 clusters Score -1168918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1168920.750000 Penalty: 2764.836182
	Iteration 51Q: 3 clusters Score -1168921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1168921.875000 Penalty: 2764.836182
	Iteration 52Q: 3 clusters Score -1168922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1168922.750000 Penalty: 2764.836182
	Iteration 53Q: 3 clusters Score -1168923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1168922.000000 Penalty: 2764.836182
	Iteration 54Q: 3 clusters Score -1168922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1168922.875000 Penalty: 2764.836182
	Iteration 55Q: 3 clusters Score -1168923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1168922.875000 Penalty: 2764.836182
	Iteration 56F: 3 clusters Score -1168923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Entering Unmasked Estep 
Score: -5801908.000000 Penalty: 1608.823853
	Iteration 0F: 2 clusters Score -5801908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5769671.000000 Penalty: 3217.647705
	Iteration 0F: 3 clusters Score -5769671 nChanged 22828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -5782270.500000 Penalty: 3217.647705
	Iteration 1F: 3 clusters Score -5782270 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5782819.000000 Penalty: 3217.647705
	Iteration 2Q: 3 clusters Score -5782819 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -5783283.500000 Penalty: 3217.647705
	Iteration 3Q: 3 clusters Score -5783284 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5783638.000000 Penalty: 3217.647705
	Iteration 4Q: 3 clusters Score -5783638 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -5783966.500000 Penalty: 3217.647705
	Iteration 5Q: 3 clusters Score -5783966 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -5784293.500000 Penalty: 3217.647705
	Iteration 6Q: 3 clusters Score -5784294 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5784627.000000 Penalty: 3217.647705
	Iteration 7Q: 3 clusters Score -5784627 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5784929.500000 Penalty: 3217.647705
	Iteration 8Q: 3 clusters Score -5784930 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5785319.000000 Penalty: 3217.647705
	Iteration 9Q: 3 clusters Score -5785319 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -5785727.000000 Penalty: 3217.647705
	Iteration 10Q: 3 clusters Score -5785727 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -5786284.000000 Penalty: 3217.647705
	Iteration 11Q: 3 clusters Score -5786284 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5786999.000000 Penalty: 3217.647705
	Iteration 12Q: 3 clusters Score -5786999 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -5787981.000000 Penalty: 3217.647705
	Iteration 13Q: 3 clusters Score -5787981 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -5789230.000000 Penalty: 3217.647705
	Iteration 14Q: 3 clusters Score -5789230 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5790702.000000 Penalty: 3217.647705
	Iteration 15Q: 3 clusters Score -5790702 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -5792248.000000 Penalty: 3217.647705
	Iteration 16Q: 3 clusters Score -5792248 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5793588.500000 Penalty: 3217.647705
	Iteration 17Q: 3 clusters Score -5793588 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5794637.000000 Penalty: 3217.647705
	Iteration 18Q: 3 clusters Score -5794637 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -5795584.000000 Penalty: 3217.647705
	Iteration 19Q: 3 clusters Score -5795584 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5796400.000000 Penalty: 3217.647705
	Iteration 20F: 3 clusters Score -5796400 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5797134.500000 Penalty: 3217.647705
	Iteration 21Q: 3 clusters Score -5797134 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -5797715.000000 Penalty: 3217.647705
	Iteration 22Q: 3 clusters Score -5797715 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -5798277.000000 Penalty: 3217.647705
	Iteration 23Q: 3 clusters Score -5798277 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5798762.500000 Penalty: 3217.647705
	Iteration 24Q: 3 clusters Score -5798762 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5799140.000000 Penalty: 3217.647705
	Iteration 25Q: 3 clusters Score -5799140 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5799463.500000 Penalty: 3217.647705
	Iteration 26Q: 3 clusters Score -5799464 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -5799708.500000 Penalty: 3217.647705
	Iteration 27Q: 3 clusters Score -5799708 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -5799873.000000 Penalty: 3217.647705
	Iteration 28Q: 3 clusters Score -5799873 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -5800033.500000 Penalty: 3217.647705
	Iteration 29Q: 3 clusters Score -5800034 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -5800203.000000 Penalty: 3217.647705
	Iteration 30Q: 3 clusters Score -5800203 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -5800291.000000 Penalty: 3217.647705
	Iteration 31Q: 3 clusters Score -5800291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -5800379.500000 Penalty: 3217.647705
	Iteration 32Q: 3 clusters Score -5800380 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5800421.000000 Penalty: 3217.647705
	Iteration 33Q: 3 clusters Score -5800421 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5800491.500000 Penalty: 3217.647705
	Iteration 34Q: 3 clusters Score -5800492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -5800522.500000 Penalty: 3217.647705
	Iteration 35Q: 3 clusters Score -5800522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -5800553.000000 Penalty: 3217.647705
	Iteration 36Q: 3 clusters Score -5800553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -5800588.500000 Penalty: 3217.647705
	Iteration 37Q: 3 clusters Score -5800588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5800619.000000 Penalty: 3217.647705
	Iteration 38Q: 3 clusters Score -5800619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -5800644.500000 Penalty: 3217.647705
	Iteration 39Q: 3 clusters Score -5800644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -5800656.500000 Penalty: 3217.647705
	Iteration 40F: 3 clusters Score -5800656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -5800674.500000 Penalty: 3217.647705
	Iteration 41Q: 3 clusters Score -5800674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -5800697.500000 Penalty: 3217.647705
	Iteration 42Q: 3 clusters Score -5800698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -5800713.000000 Penalty: 3217.647705
	Iteration 43Q: 3 clusters Score -5800713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -5800719.000000 Penalty: 3217.647705
	Iteration 44Q: 3 clusters Score -5800719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5800721.500000 Penalty: 3217.647705
	Iteration 45Q: 3 clusters Score -5800722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -5800728.000000 Penalty: 3217.647705
	Iteration 46Q: 3 clusters Score -5800728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -5800727.500000 Penalty: 3217.647705
	Iteration 47Q: 3 clusters Score -5800728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -5800727.500000 Penalty: 3217.647705
	Iteration 48F: 3 clusters Score -5800728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -2074512.125000 Penalty: 1453.258423
	Iteration 0F: 2 clusters Score -2074512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2063084.375000 Penalty: 2906.516846
	Iteration 0F: 3 clusters Score -2063084 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2067158.125000 Penalty: 2906.516846
	Iteration 1F: 3 clusters Score -2067158 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2067569.375000 Penalty: 2906.516846
	Iteration 2F: 3 clusters Score -2067569 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2067984.125000 Penalty: 2906.516846
	Iteration 3F: 3 clusters Score -2067984 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2068415.750000 Penalty: 2906.516846
	Iteration 4Q: 3 clusters Score -2068416 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2068925.875000 Penalty: 2906.516846
	Iteration 5F: 3 clusters Score -2068926 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2069533.875000 Penalty: 2906.516846
	Iteration 6F: 3 clusters Score -2069534 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2070236.000000 Penalty: 2906.516846
	Iteration 7F: 3 clusters Score -2070236 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2070893.750000 Penalty: 2906.516846
	Iteration 8F: 3 clusters Score -2070894 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2071478.750000 Penalty: 2906.516846
	Iteration 9Q: 3 clusters Score -2071479 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2071942.500000 Penalty: 2906.516846
	Iteration 10Q: 3 clusters Score -2071942 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2072294.625000 Penalty: 2906.516846
	Iteration 11Q: 3 clusters Score -2072295 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2072562.500000 Penalty: 2906.516846
	Iteration 12Q: 3 clusters Score -2072562 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2072761.125000 Penalty: 2906.516846
	Iteration 13Q: 3 clusters Score -2072761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2072884.875000 Penalty: 2906.516846
	Iteration 14Q: 3 clusters Score -2072885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2072990.875000 Penalty: 2906.516846
	Iteration 15Q: 3 clusters Score -2072991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2073079.625000 Penalty: 2906.516846
	Iteration 16Q: 3 clusters Score -2073080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2073134.000000 Penalty: 2906.516846
	Iteration 17Q: 3 clusters Score -2073134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2073169.500000 Penalty: 2906.516846
	Iteration 18Q: 3 clusters Score -2073170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2073199.625000 Penalty: 2906.516846
	Iteration 19Q: 3 clusters Score -2073200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2073233.625000 Penalty: 2906.516846
	Iteration 20F: 3 clusters Score -2073234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2073266.500000 Penalty: 2906.516846
	Iteration 21Q: 3 clusters Score -2073266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2073291.375000 Penalty: 2906.516846
	Iteration 22Q: 3 clusters Score -2073291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2073313.875000 Penalty: 2906.516846
	Iteration 23Q: 3 clusters Score -2073314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2073337.500000 Penalty: 2906.516846
	Iteration 24Q: 3 clusters Score -2073338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2073357.000000 Penalty: 2906.516846
	Iteration 25Q: 3 clusters Score -2073357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2073366.375000 Penalty: 2906.516846
	Iteration 26Q: 3 clusters Score -2073366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2073389.000000 Penalty: 2906.516846
	Iteration 27Q: 3 clusters Score -2073389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2073392.250000 Penalty: 2906.516846
	Iteration 28Q: 3 clusters Score -2073392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2073399.250000 Penalty: 2906.516846
	Iteration 29Q: 3 clusters Score -2073399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2073407.750000 Penalty: 2906.516846
	Iteration 30Q: 3 clusters Score -2073408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2073413.875000 Penalty: 2906.516846
	Iteration 31Q: 3 clusters Score -2073414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2073412.125000 Penalty: 2906.516846
	Iteration 32Q: 3 clusters Score -2073412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2073412.000000 Penalty: 2906.516846
	Iteration 33Q: 3 clusters Score -2073412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2073414.250000 Penalty: 2906.516846
	Iteration 34Q: 3 clusters Score -2073414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2073414.625000 Penalty: 2906.516846
	Iteration 35Q: 3 clusters Score -2073415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2073414.625000 Penalty: 2906.516846
	Iteration 36F: 3 clusters Score -2073415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -541255.062500 Penalty: 1263.468994
	Iteration 0F: 2 clusters Score -541255.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -537641.187500 Penalty: 2526.937988
	Iteration 0F: 3 clusters Score -537641.2 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -538706.437500 Penalty: 2526.937988
	Iteration 1F: 3 clusters Score -538706.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -538942.312500 Penalty: 2526.937988
	Iteration 2F: 3 clusters Score -538942.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -539075.625000 Penalty: 2526.937988
	Iteration 3F: 3 clusters Score -539075.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -539145.500000 Penalty: 2526.937988
	Iteration 4Q: 3 clusters Score -539145.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -539198.500000 Penalty: 2526.937988
	Iteration 5Q: 3 clusters Score -539198.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -539240.750000 Penalty: 2526.937988
	Iteration 6Q: 3 clusters Score -539240.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -539271.437500 Penalty: 2526.937988
	Iteration 7Q: 3 clusters Score -539271.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -539301.812500 Penalty: 2526.937988
	Iteration 8Q: 3 clusters Score -539301.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -539325.375000 Penalty: 2526.937988
	Iteration 9Q: 3 clusters Score -539325.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -539341.562500 Penalty: 2526.937988
	Iteration 10Q: 3 clusters Score -539341.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -539352.500000 Penalty: 2526.937988
	Iteration 11Q: 3 clusters Score -539352.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -539362.937500 Penalty: 2526.937988
	Iteration 12Q: 3 clusters Score -539362.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -539373.687500 Penalty: 2526.937988
	Iteration 13Q: 3 clusters Score -539373.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -539382.000000 Penalty: 2526.937988
	Iteration 14Q: 3 clusters Score -539382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -539384.937500 Penalty: 2526.937988
	Iteration 15Q: 3 clusters Score -539384.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -539390.250000 Penalty: 2526.937988
	Iteration 16Q: 3 clusters Score -539390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -539392.062500 Penalty: 2526.937988
	Iteration 17Q: 3 clusters Score -539392.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -539397.375000 Penalty: 2526.937988
	Iteration 18Q: 3 clusters Score -539397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -539400.250000 Penalty: 2526.937988
	Iteration 19Q: 3 clusters Score -539400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -539402.625000 Penalty: 2526.937988
	Iteration 20F: 3 clusters Score -539402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -539404.500000 Penalty: 2526.937988
	Iteration 21Q: 3 clusters Score -539404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -539406.500000 Penalty: 2526.937988
	Iteration 22Q: 3 clusters Score -539406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -539409.312500 Penalty: 2526.937988
	Iteration 23Q: 3 clusters Score -539409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -539410.562500 Penalty: 2526.937988
	Iteration 24Q: 3 clusters Score -539410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -539412.187500 Penalty: 2526.937988
	Iteration 25Q: 3 clusters Score -539412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -539416.125000 Penalty: 2526.937988
	Iteration 26Q: 3 clusters Score -539416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -539419.625000 Penalty: 2526.937988
	Iteration 27Q: 3 clusters Score -539419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -539421.562500 Penalty: 2526.937988
	Iteration 28Q: 3 clusters Score -539421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -539422.250000 Penalty: 2526.937988
	Iteration 29Q: 3 clusters Score -539422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -539424.750000 Penalty: 2526.937988
	Iteration 30Q: 3 clusters Score -539424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -539425.875000 Penalty: 2526.937988
	Iteration 31Q: 3 clusters Score -539425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -539426.750000 Penalty: 2526.937988
	Iteration 32Q: 3 clusters Score -539426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -539427.062500 Penalty: 2526.937988
	Iteration 33Q: 3 clusters Score -539427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -539428.437500 Penalty: 2526.937988
	Iteration 34Q: 3 clusters Score -539428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -539429.437500 Penalty: 2526.937988
	Iteration 35Q: 3 clusters Score -539429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -539429.375000 Penalty: 2526.937988
	Iteration 36Q: 3 clusters Score -539429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -539430.500000 Penalty: 2526.937988
	Iteration 37Q: 3 clusters Score -539430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -539430.812500 Penalty: 2526.937988
	Iteration 38Q: 3 clusters Score -539430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -539431.312500 Penalty: 2526.937988
	Iteration 39Q: 3 clusters Score -539431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -539431.187500 Penalty: 2526.937988
	Iteration 40F: 3 clusters Score -539431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -539431.625000 Penalty: 2526.937988
	Iteration 41Q: 3 clusters Score -539431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -539431.625000 Penalty: 2526.937988
	Iteration 42F: 3 clusters Score -539431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -767936.187500 Penalty: 1314.570923
	Iteration 0F: 2 clusters Score -767936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -763125.312500 Penalty: 2629.141846
	Iteration 0F: 3 clusters Score -763125.3 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -764707.625000 Penalty: 2629.141846
	Iteration 1F: 3 clusters Score -764707.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -765060.125000 Penalty: 2629.141846
	Iteration 2F: 3 clusters Score -765060.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -765289.125000 Penalty: 2629.141846
	Iteration 3F: 3 clusters Score -765289.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -765498.875000 Penalty: 2629.141846
	Iteration 4F: 3 clusters Score -765498.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -765680.375000 Penalty: 2629.141846
	Iteration 5Q: 3 clusters Score -765680.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -765811.562500 Penalty: 2629.141846
	Iteration 6Q: 3 clusters Score -765811.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -765930.250000 Penalty: 2629.141846
	Iteration 7Q: 3 clusters Score -765930.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -766022.562500 Penalty: 2629.141846
	Iteration 8Q: 3 clusters Score -766022.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -766093.687500 Penalty: 2629.141846
	Iteration 9Q: 3 clusters Score -766093.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -766144.750000 Penalty: 2629.141846
	Iteration 10Q: 3 clusters Score -766144.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -766206.187500 Penalty: 2629.141846
	Iteration 11Q: 3 clusters Score -766206.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -766267.937500 Penalty: 2629.141846
	Iteration 12Q: 3 clusters Score -766267.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -766323.375000 Penalty: 2629.141846
	Iteration 13Q: 3 clusters Score -766323.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -766376.937500 Penalty: 2629.141846
	Iteration 14Q: 3 clusters Score -766376.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -766440.250000 Penalty: 2629.141846
	Iteration 15Q: 3 clusters Score -766440.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -766499.625000 Penalty: 2629.141846
	Iteration 16Q: 3 clusters Score -766499.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -766549.937500 Penalty: 2629.141846
	Iteration 17Q: 3 clusters Score -766549.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -766595.375000 Penalty: 2629.141846
	Iteration 18Q: 3 clusters Score -766595.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -766632.187500 Penalty: 2629.141846
	Iteration 19Q: 3 clusters Score -766632.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -766666.000000 Penalty: 2629.141846
	Iteration 20F: 3 clusters Score -766666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -766705.875000 Penalty: 2629.141846
	Iteration 21Q: 3 clusters Score -766705.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -766752.062500 Penalty: 2629.141846
	Iteration 22Q: 3 clusters Score -766752.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -766790.562500 Penalty: 2629.141846
	Iteration 23Q: 3 clusters Score -766790.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -766822.750000 Penalty: 2629.141846
	Iteration 24Q: 3 clusters Score -766822.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -766857.812500 Penalty: 2629.141846
	Iteration 25Q: 3 clusters Score -766857.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -766889.687500 Penalty: 2629.141846
	Iteration 26Q: 3 clusters Score -766889.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -766917.687500 Penalty: 2629.141846
	Iteration 27Q: 3 clusters Score -766917.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -766935.875000 Penalty: 2629.141846
	Iteration 28Q: 3 clusters Score -766935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -766952.125000 Penalty: 2629.141846
	Iteration 29Q: 3 clusters Score -766952.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -766963.562500 Penalty: 2629.141846
	Iteration 30Q: 3 clusters Score -766963.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -766979.375000 Penalty: 2629.141846
	Iteration 31Q: 3 clusters Score -766979.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -766985.062500 Penalty: 2629.141846
	Iteration 32Q: 3 clusters Score -766985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -766986.562500 Penalty: 2629.141846
	Iteration 33Q: 3 clusters Score -766986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -766987.562500 Penalty: 2629.141846
	Iteration 34Q: 3 clusters Score -766987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -766988.750000 Penalty: 2629.141846
	Iteration 35Q: 3 clusters Score -766988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -766988.875000 Penalty: 2629.141846
	Iteration 36Q: 3 clusters Score -766988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -766990.687500 Penalty: 2629.141846
	Iteration 37Q: 3 clusters Score -766990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -766990.375000 Penalty: 2629.141846
	Iteration 38Q: 3 clusters Score -766990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -766990.687500 Penalty: 2629.141846
	Iteration 39Q: 3 clusters Score -766990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -766991.312500 Penalty: 2629.141846
	Iteration 40F: 3 clusters Score -766991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -766994.687500 Penalty: 2629.141846
	Iteration 41Q: 3 clusters Score -766994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -766995.312500 Penalty: 2629.141846
	Iteration 42Q: 3 clusters Score -766995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -766994.000000 Penalty: 2629.141846
	Iteration 43Q: 3 clusters Score -766994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -766995.812500 Penalty: 2629.141846
	Iteration 44Q: 3 clusters Score -766995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -766997.375000 Penalty: 2629.141846
	Iteration 45Q: 3 clusters Score -766997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -766996.750000 Penalty: 2629.141846
	Iteration 46Q: 3 clusters Score -766996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -766997.125000 Penalty: 2629.141846
	Iteration 47Q: 3 clusters Score -766997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -766997.125000 Penalty: 2629.141846
	Iteration 48F: 3 clusters Score -766997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Entering Unmasked Estep 
Score: -1553311.750000 Penalty: 1420.097412
	Iteration 0F: 2 clusters Score -1553312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1544150.750000 Penalty: 2840.194824
	Iteration 0F: 3 clusters Score -1544151 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1547257.500000 Penalty: 2840.194824
	Iteration 1F: 3 clusters Score -1547258 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1547605.750000 Penalty: 2840.194824
	Iteration 2F: 3 clusters Score -1547606 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1547863.375000 Penalty: 2840.194824
	Iteration 3Q: 3 clusters Score -1547863 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1548088.125000 Penalty: 2840.194824
	Iteration 4Q: 3 clusters Score -1548088 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1548285.500000 Penalty: 2840.194824
	Iteration 5Q: 3 clusters Score -1548286 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1548474.000000 Penalty: 2840.194824
	Iteration 6Q: 3 clusters Score -1548474 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1548659.625000 Penalty: 2840.194824
	Iteration 7Q: 3 clusters Score -1548660 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1548872.125000 Penalty: 2840.194824
	Iteration 8Q: 3 clusters Score -1548872 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1549154.875000 Penalty: 2840.194824
	Iteration 9Q: 3 clusters Score -1549155 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1549506.625000 Penalty: 2840.194824
	Iteration 10Q: 3 clusters Score -1549507 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1549927.125000 Penalty: 2840.194824
	Iteration 11Q: 3 clusters Score -1549927 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1550349.125000 Penalty: 2840.194824
	Iteration 12Q: 3 clusters Score -1550349 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1550733.750000 Penalty: 2840.194824
	Iteration 13Q: 3 clusters Score -1550734 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1551057.125000 Penalty: 2840.194824
	Iteration 14Q: 3 clusters Score -1551057 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1551306.750000 Penalty: 2840.194824
	Iteration 15Q: 3 clusters Score -1551307 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1551504.125000 Penalty: 2840.194824
	Iteration 16Q: 3 clusters Score -1551504 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1551659.125000 Penalty: 2840.194824
	Iteration 17Q: 3 clusters Score -1551659 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1551792.875000 Penalty: 2840.194824
	Iteration 18Q: 3 clusters Score -1551793 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1551918.375000 Penalty: 2840.194824
	Iteration 19Q: 3 clusters Score -1551918 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1552068.250000 Penalty: 2840.194824
	Iteration 20F: 3 clusters Score -1552068 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1552253.875000 Penalty: 2840.194824
	Iteration 21Q: 3 clusters Score -1552254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1552405.875000 Penalty: 2840.194824
	Iteration 22Q: 3 clusters Score -1552406 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1552550.875000 Penalty: 2840.194824
	Iteration 23Q: 3 clusters Score -1552551 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1552655.375000 Penalty: 2840.194824
	Iteration 24Q: 3 clusters Score -1552655 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1552774.000000 Penalty: 2840.194824
	Iteration 25Q: 3 clusters Score -1552774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1552866.625000 Penalty: 2840.194824
	Iteration 26Q: 3 clusters Score -1552867 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1552945.875000 Penalty: 2840.194824
	Iteration 27Q: 3 clusters Score -1552946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1552982.875000 Penalty: 2840.194824
	Iteration 28Q: 3 clusters Score -1552983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1553003.000000 Penalty: 2840.194824
	Iteration 29Q: 3 clusters Score -1553003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1553006.625000 Penalty: 2840.194824
	Iteration 30Q: 3 clusters Score -1553007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1553014.375000 Penalty: 2840.194824
	Iteration 31Q: 3 clusters Score -1553014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1553026.875000 Penalty: 2840.194824
	Iteration 32Q: 3 clusters Score -1553027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1553029.125000 Penalty: 2840.194824
	Iteration 33Q: 3 clusters Score -1553029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1553040.000000 Penalty: 2840.194824
	Iteration 34Q: 3 clusters Score -1553040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1553038.750000 Penalty: 2840.194824
	Iteration 35Q: 3 clusters Score -1553039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1553040.750000 Penalty: 2840.194824
	Iteration 36Q: 3 clusters Score -1553041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1553041.625000 Penalty: 2840.194824
	Iteration 37Q: 3 clusters Score -1553042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1553044.750000 Penalty: 2840.194824
	Iteration 38Q: 3 clusters Score -1553045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1553045.625000 Penalty: 2840.194824
	Iteration 39Q: 3 clusters Score -1553046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1553043.375000 Penalty: 2840.194824
	Iteration 40F: 3 clusters Score -1553043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1553044.125000 Penalty: 2840.194824
	Iteration 41Q: 3 clusters Score -1553044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1553047.625000 Penalty: 2840.194824
	Iteration 42Q: 3 clusters Score -1553048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1553049.750000 Penalty: 2840.194824
	Iteration 43Q: 3 clusters Score -1553050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1553050.875000 Penalty: 2840.194824
	Iteration 44Q: 3 clusters Score -1553051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1553048.500000 Penalty: 2840.194824
	Iteration 45Q: 3 clusters Score -1553048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1553049.750000 Penalty: 2840.194824
	Iteration 46Q: 3 clusters Score -1553050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1553050.875000 Penalty: 2840.194824
	Iteration 47Q: 3 clusters Score -1553051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1553050.625000 Penalty: 2840.194824
	Iteration 48Q: 3 clusters Score -1553051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1553048.500000 Penalty: 2840.194824
	Iteration 49Q: 3 clusters Score -1553048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1553049.500000 Penalty: 2840.194824
	Iteration 50Q: 3 clusters Score -1553050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1553048.875000 Penalty: 2840.194824
	Iteration 51Q: 3 clusters Score -1553049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1553048.500000 Penalty: 2840.194824
	Iteration 52Q: 3 clusters Score -1553048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1553051.750000 Penalty: 2840.194824
	Iteration 53Q: 3 clusters Score -1553052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1553050.375000 Penalty: 2840.194824
	Iteration 54Q: 3 clusters Score -1553050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1553051.000000 Penalty: 2840.194824
	Iteration 55Q: 3 clusters Score -1553051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1553052.750000 Penalty: 2840.194824
	Iteration 56Q: 3 clusters Score -1553053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1553048.375000 Penalty: 2840.194824
	Iteration 57Q: 3 clusters Score -1553048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1553050.375000 Penalty: 2840.194824
	Iteration 58Q: 3 clusters Score -1553050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1553052.875000 Penalty: 2840.194824
	Iteration 59Q: 3 clusters Score -1553053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1553053.875000 Penalty: 2840.194824
	Iteration 60F: 3 clusters Score -1553054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1553055.625000 Penalty: 2840.194824
	Iteration 61Q: 3 clusters Score -1553056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1553055.250000 Penalty: 2840.194824
	Iteration 62Q: 3 clusters Score -1553055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1553055.250000 Penalty: 2840.194824
	Iteration 63F: 3 clusters Score -1553055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -33113.328125 Penalty: 915.209717
	Iteration 0F: 2 clusters Score -33113.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32220.804688 Penalty: 1830.419434
	Iteration 0F: 3 clusters Score -32220.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32457.119141 Penalty: 1830.419434
	Iteration 1F: 3 clusters Score -32457.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32572.912109 Penalty: 1830.419434
	Iteration 2F: 3 clusters Score -32572.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32625.845703 Penalty: 1830.419434
	Iteration 3Q: 3 clusters Score -32625.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32678.517578 Penalty: 1830.419434
	Iteration 4Q: 3 clusters Score -32678.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32714.203125 Penalty: 1830.419434
	Iteration 5Q: 3 clusters Score -32714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32755.240234 Penalty: 1830.419434
	Iteration 6Q: 3 clusters Score -32755.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32781.648438 Penalty: 1830.419434
	Iteration 7Q: 3 clusters Score -32781.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32805.179688 Penalty: 1830.419434
	Iteration 8Q: 3 clusters Score -32805.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32813.164062 Penalty: 1830.419434
	Iteration 9Q: 3 clusters Score -32813.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32817.125000 Penalty: 1830.419434
	Iteration 10Q: 3 clusters Score -32817.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32817.125000 Penalty: 1830.419434
	Iteration 11F: 3 clusters Score -32817.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -494538.968750 Penalty: 1247.046021
	Iteration 0F: 2 clusters Score -494539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -491280.468750 Penalty: 2494.092041
	Iteration 0F: 3 clusters Score -491280.5 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -492133.968750 Penalty: 2494.092041
	Iteration 1F: 3 clusters Score -492134 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -492323.906250 Penalty: 2494.092041
	Iteration 2F: 3 clusters Score -492323.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -492421.281250 Penalty: 2494.092041
	Iteration 3Q: 3 clusters Score -492421.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -492478.343750 Penalty: 2494.092041
	Iteration 4Q: 3 clusters Score -492478.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -492530.593750 Penalty: 2494.092041
	Iteration 5Q: 3 clusters Score -492530.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -492574.156250 Penalty: 2494.092041
	Iteration 6Q: 3 clusters Score -492574.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -492616.906250 Penalty: 2494.092041
	Iteration 7Q: 3 clusters Score -492616.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -492654.218750 Penalty: 2494.092041
	Iteration 8Q: 3 clusters Score -492654.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -492689.968750 Penalty: 2494.092041
	Iteration 9Q: 3 clusters Score -492690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -492722.093750 Penalty: 2494.092041
	Iteration 10Q: 3 clusters Score -492722.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -492757.375000 Penalty: 2494.092041
	Iteration 11Q: 3 clusters Score -492757.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -492789.812500 Penalty: 2494.092041
	Iteration 12Q: 3 clusters Score -492789.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -492818.406250 Penalty: 2494.092041
	Iteration 13Q: 3 clusters Score -492818.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -492846.531250 Penalty: 2494.092041
	Iteration 14Q: 3 clusters Score -492846.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -492870.000000 Penalty: 2494.092041
	Iteration 15Q: 3 clusters Score -492870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -492886.500000 Penalty: 2494.092041
	Iteration 16Q: 3 clusters Score -492886.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -492908.343750 Penalty: 2494.092041
	Iteration 17Q: 3 clusters Score -492908.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -492935.531250 Penalty: 2494.092041
	Iteration 18Q: 3 clusters Score -492935.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -492966.312500 Penalty: 2494.092041
	Iteration 19Q: 3 clusters Score -492966.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -492996.437500 Penalty: 2494.092041
	Iteration 20F: 3 clusters Score -492996.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -493022.968750 Penalty: 2494.092041
	Iteration 21Q: 3 clusters Score -493023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -493053.250000 Penalty: 2494.092041
	Iteration 22Q: 3 clusters Score -493053.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -493085.406250 Penalty: 2494.092041
	Iteration 23Q: 3 clusters Score -493085.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -493120.843750 Penalty: 2494.092041
	Iteration 24Q: 3 clusters Score -493120.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -493163.843750 Penalty: 2494.092041
	Iteration 25Q: 3 clusters Score -493163.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -493202.437500 Penalty: 2494.092041
	Iteration 26Q: 3 clusters Score -493202.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -493230.000000 Penalty: 2494.092041
	Iteration 27Q: 3 clusters Score -493230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -493262.531250 Penalty: 2494.092041
	Iteration 28Q: 3 clusters Score -493262.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -493289.062500 Penalty: 2494.092041
	Iteration 29Q: 3 clusters Score -493289.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -493313.687500 Penalty: 2494.092041
	Iteration 30Q: 3 clusters Score -493313.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -493324.812500 Penalty: 2494.092041
	Iteration 31Q: 3 clusters Score -493324.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -493335.718750 Penalty: 2494.092041
	Iteration 32Q: 3 clusters Score -493335.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -493341.812500 Penalty: 2494.092041
	Iteration 33Q: 3 clusters Score -493341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -493350.156250 Penalty: 2494.092041
	Iteration 34Q: 3 clusters Score -493350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -493356.218750 Penalty: 2494.092041
	Iteration 35Q: 3 clusters Score -493356.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -493361.343750 Penalty: 2494.092041
	Iteration 36Q: 3 clusters Score -493361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -493364.156250 Penalty: 2494.092041
	Iteration 37Q: 3 clusters Score -493364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -493369.687500 Penalty: 2494.092041
	Iteration 38Q: 3 clusters Score -493369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -493374.656250 Penalty: 2494.092041
	Iteration 39Q: 3 clusters Score -493374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -493379.031250 Penalty: 2494.092041
	Iteration 40F: 3 clusters Score -493379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -493383.750000 Penalty: 2494.092041
	Iteration 41Q: 3 clusters Score -493383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -493389.156250 Penalty: 2494.092041
	Iteration 42Q: 3 clusters Score -493389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -493393.000000 Penalty: 2494.092041
	Iteration 43Q: 3 clusters Score -493393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -493397.531250 Penalty: 2494.092041
	Iteration 44Q: 3 clusters Score -493397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -493402.656250 Penalty: 2494.092041
	Iteration 45Q: 3 clusters Score -493402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -493406.500000 Penalty: 2494.092041
	Iteration 46Q: 3 clusters Score -493406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -493411.250000 Penalty: 2494.092041
	Iteration 47Q: 3 clusters Score -493411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -493417.593750 Penalty: 2494.092041
	Iteration 48Q: 3 clusters Score -493417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -493421.406250 Penalty: 2494.092041
	Iteration 49Q: 3 clusters Score -493421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -493424.281250 Penalty: 2494.092041
	Iteration 50Q: 3 clusters Score -493424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -493424.437500 Penalty: 2494.092041
	Iteration 51Q: 3 clusters Score -493424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -493424.437500 Penalty: 2494.092041
	Iteration 52F: 3 clusters Score -493424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Entering Unmasked Estep 
Score: -2278916.750000 Penalty: 1474.728638
	Iteration 0F: 2 clusters Score -2278917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2265811.250000 Penalty: 2949.457275
	Iteration 0F: 3 clusters Score -2265811 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2270630.250000 Penalty: 2949.457275
	Iteration 1F: 3 clusters Score -2270630 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2271043.500000 Penalty: 2949.457275
	Iteration 2F: 3 clusters Score -2271044 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2271395.000000 Penalty: 2949.457275
	Iteration 3Q: 3 clusters Score -2271395 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2271712.750000 Penalty: 2949.457275
	Iteration 4Q: 3 clusters Score -2271713 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2272045.000000 Penalty: 2949.457275
	Iteration 5Q: 3 clusters Score -2272045 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2272378.000000 Penalty: 2949.457275
	Iteration 6Q: 3 clusters Score -2272378 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2272770.500000 Penalty: 2949.457275
	Iteration 7Q: 3 clusters Score -2272770 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2273197.000000 Penalty: 2949.457275
	Iteration 8Q: 3 clusters Score -2273197 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2273642.000000 Penalty: 2949.457275
	Iteration 9Q: 3 clusters Score -2273642 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2274166.000000 Penalty: 2949.457275
	Iteration 10Q: 3 clusters Score -2274166 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2274695.750000 Penalty: 2949.457275
	Iteration 11Q: 3 clusters Score -2274696 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2275076.250000 Penalty: 2949.457275
	Iteration 12Q: 3 clusters Score -2275076 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2275288.250000 Penalty: 2949.457275
	Iteration 13Q: 3 clusters Score -2275288 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2275412.000000 Penalty: 2949.457275
	Iteration 14Q: 3 clusters Score -2275412 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2275478.250000 Penalty: 2949.457275
	Iteration 15Q: 3 clusters Score -2275478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2275519.250000 Penalty: 2949.457275
	Iteration 16Q: 3 clusters Score -2275519 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2275540.500000 Penalty: 2949.457275
	Iteration 17Q: 3 clusters Score -2275540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2275563.750000 Penalty: 2949.457275
	Iteration 18Q: 3 clusters Score -2275564 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2275590.000000 Penalty: 2949.457275
	Iteration 19Q: 3 clusters Score -2275590 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2275617.750000 Penalty: 2949.457275
	Iteration 20F: 3 clusters Score -2275618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2275652.000000 Penalty: 2949.457275
	Iteration 21Q: 3 clusters Score -2275652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2275672.250000 Penalty: 2949.457275
	Iteration 22Q: 3 clusters Score -2275672 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2275708.000000 Penalty: 2949.457275
	Iteration 23Q: 3 clusters Score -2275708 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2275753.750000 Penalty: 2949.457275
	Iteration 24Q: 3 clusters Score -2275754 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2275801.250000 Penalty: 2949.457275
	Iteration 25Q: 3 clusters Score -2275801 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2275838.250000 Penalty: 2949.457275
	Iteration 26Q: 3 clusters Score -2275838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2275885.500000 Penalty: 2949.457275
	Iteration 27Q: 3 clusters Score -2275886 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2275938.750000 Penalty: 2949.457275
	Iteration 28Q: 3 clusters Score -2275939 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2275974.750000 Penalty: 2949.457275
	Iteration 29Q: 3 clusters Score -2275975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2276029.250000 Penalty: 2949.457275
	Iteration 30Q: 3 clusters Score -2276029 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2276085.500000 Penalty: 2949.457275
	Iteration 31Q: 3 clusters Score -2276086 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2276124.750000 Penalty: 2949.457275
	Iteration 32Q: 3 clusters Score -2276125 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2276168.750000 Penalty: 2949.457275
	Iteration 33Q: 3 clusters Score -2276169 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2276209.000000 Penalty: 2949.457275
	Iteration 34Q: 3 clusters Score -2276209 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2276255.750000 Penalty: 2949.457275
	Iteration 35Q: 3 clusters Score -2276256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2276287.500000 Penalty: 2949.457275
	Iteration 36Q: 3 clusters Score -2276288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2276323.000000 Penalty: 2949.457275
	Iteration 37Q: 3 clusters Score -2276323 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2276353.000000 Penalty: 2949.457275
	Iteration 38Q: 3 clusters Score -2276353 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2276410.750000 Penalty: 2949.457275
	Iteration 39Q: 3 clusters Score -2276411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2276443.750000 Penalty: 2949.457275
	Iteration 40F: 3 clusters Score -2276444 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2276486.250000 Penalty: 2949.457275
	Iteration 41Q: 3 clusters Score -2276486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2276512.250000 Penalty: 2949.457275
	Iteration 42Q: 3 clusters Score -2276512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2276542.000000 Penalty: 2949.457275
	Iteration 43Q: 3 clusters Score -2276542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2276580.500000 Penalty: 2949.457275
	Iteration 44Q: 3 clusters Score -2276580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2276610.750000 Penalty: 2949.457275
	Iteration 45Q: 3 clusters Score -2276611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2276633.000000 Penalty: 2949.457275
	Iteration 46Q: 3 clusters Score -2276633 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2276652.750000 Penalty: 2949.457275
	Iteration 47Q: 3 clusters Score -2276653 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2276674.750000 Penalty: 2949.457275
	Iteration 48Q: 3 clusters Score -2276675 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2276699.750000 Penalty: 2949.457275
	Iteration 49Q: 3 clusters Score -2276700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2276742.250000 Penalty: 2949.457275
	Iteration 50Q: 3 clusters Score -2276742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2276760.500000 Penalty: 2949.457275
	Iteration 51Q: 3 clusters Score -2276760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2276789.750000 Penalty: 2949.457275
	Iteration 52Q: 3 clusters Score -2276790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2276821.250000 Penalty: 2949.457275
	Iteration 53Q: 3 clusters Score -2276821 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2276853.000000 Penalty: 2949.457275
	Iteration 54Q: 3 clusters Score -2276853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2276875.250000 Penalty: 2949.457275
	Iteration 55Q: 3 clusters Score -2276875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2276902.500000 Penalty: 2949.457275
	Iteration 56Q: 3 clusters Score -2276902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2276920.500000 Penalty: 2949.457275
	Iteration 57Q: 3 clusters Score -2276920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2276949.250000 Penalty: 2949.457275
	Iteration 58Q: 3 clusters Score -2276949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2276966.500000 Penalty: 2949.457275
	Iteration 59Q: 3 clusters Score -2276966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2276976.000000 Penalty: 2949.457275
	Iteration 60F: 3 clusters Score -2276976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2276988.500000 Penalty: 2949.457275
	Iteration 61Q: 3 clusters Score -2276988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2276999.750000 Penalty: 2949.457275
	Iteration 62Q: 3 clusters Score -2277000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2277007.000000 Penalty: 2949.457275
	Iteration 63Q: 3 clusters Score -2277007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2277013.250000 Penalty: 2949.457275
	Iteration 64Q: 3 clusters Score -2277013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2277026.250000 Penalty: 2949.457275
	Iteration 65Q: 3 clusters Score -2277026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2277043.000000 Penalty: 2949.457275
	Iteration 66Q: 3 clusters Score -2277043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2277052.000000 Penalty: 2949.457275
	Iteration 67Q: 3 clusters Score -2277052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2277058.500000 Penalty: 2949.457275
	Iteration 68Q: 3 clusters Score -2277058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2277070.500000 Penalty: 2949.457275
	Iteration 69Q: 3 clusters Score -2277070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2277084.000000 Penalty: 2949.457275
	Iteration 70Q: 3 clusters Score -2277084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2277079.750000 Penalty: 2949.457275
	Iteration 71Q: 3 clusters Score -2277080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2277100.250000 Penalty: 2949.457275
	Iteration 72Q: 3 clusters Score -2277100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2277116.000000 Penalty: 2949.457275
	Iteration 73Q: 3 clusters Score -2277116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2277128.250000 Penalty: 2949.457275
	Iteration 74Q: 3 clusters Score -2277128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2277137.750000 Penalty: 2949.457275
	Iteration 75Q: 3 clusters Score -2277138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2277148.500000 Penalty: 2949.457275
	Iteration 76Q: 3 clusters Score -2277148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2277159.500000 Penalty: 2949.457275
	Iteration 77Q: 3 clusters Score -2277160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2277167.750000 Penalty: 2949.457275
	Iteration 78Q: 3 clusters Score -2277168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2277178.250000 Penalty: 2949.457275
	Iteration 79Q: 3 clusters Score -2277178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2277193.250000 Penalty: 2949.457275
	Iteration 80F: 3 clusters Score -2277193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2277215.500000 Penalty: 2949.457275
	Iteration 81Q: 3 clusters Score -2277216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2277230.000000 Penalty: 2949.457275
	Iteration 82Q: 3 clusters Score -2277230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2277238.750000 Penalty: 2949.457275
	Iteration 83Q: 3 clusters Score -2277239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2277250.750000 Penalty: 2949.457275
	Iteration 84Q: 3 clusters Score -2277251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2277270.000000 Penalty: 2949.457275
	Iteration 85Q: 3 clusters Score -2277270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2277285.250000 Penalty: 2949.457275
	Iteration 86Q: 3 clusters Score -2277285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2277300.750000 Penalty: 2949.457275
	Iteration 87Q: 3 clusters Score -2277301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2277305.250000 Penalty: 2949.457275
	Iteration 88Q: 3 clusters Score -2277305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2277303.000000 Penalty: 2949.457275
	Iteration 89Q: 3 clusters Score -2277303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2277308.500000 Penalty: 2949.457275
	Iteration 90Q: 3 clusters Score -2277308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2277321.250000 Penalty: 2949.457275
	Iteration 91Q: 3 clusters Score -2277321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2277326.250000 Penalty: 2949.457275
	Iteration 92Q: 3 clusters Score -2277326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2277329.500000 Penalty: 2949.457275
	Iteration 93Q: 3 clusters Score -2277330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2277331.000000 Penalty: 2949.457275
	Iteration 94Q: 3 clusters Score -2277331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2277341.500000 Penalty: 2949.457275
	Iteration 95Q: 3 clusters Score -2277342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2277338.000000 Penalty: 2949.457275
	Iteration 96Q: 3 clusters Score -2277338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2277339.000000 Penalty: 2949.457275
	Iteration 97Q: 3 clusters Score -2277339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2277343.000000 Penalty: 2949.457275
	Iteration 98Q: 3 clusters Score -2277343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2277340.500000 Penalty: 2949.457275
	Iteration 99Q: 3 clusters Score -2277340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2277345.250000 Penalty: 2949.457275
	Iteration 100F: 3 clusters Score -2277345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2277347.750000 Penalty: 2949.457275
	Iteration 101Q: 3 clusters Score -2277348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2277347.250000 Penalty: 2949.457275
	Iteration 102Q: 3 clusters Score -2277347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2277347.500000 Penalty: 2949.457275
	Iteration 103Q: 3 clusters Score -2277348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2277350.250000 Penalty: 2949.457275
	Iteration 104Q: 3 clusters Score -2277350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2277355.500000 Penalty: 2949.457275
	Iteration 105Q: 3 clusters Score -2277356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2277352.250000 Penalty: 2949.457275
	Iteration 106Q: 3 clusters Score -2277352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2277350.250000 Penalty: 2949.457275
	Iteration 107Q: 3 clusters Score -2277350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2277351.500000 Penalty: 2949.457275
	Iteration 108Q: 3 clusters Score -2277352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2277353.000000 Penalty: 2949.457275
	Iteration 109Q: 3 clusters Score -2277353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2277352.500000 Penalty: 2949.457275
	Iteration 110Q: 3 clusters Score -2277352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2277354.000000 Penalty: 2949.457275
	Iteration 111Q: 3 clusters Score -2277354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2277352.000000 Penalty: 2949.457275
	Iteration 112Q: 3 clusters Score -2277352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2277354.500000 Penalty: 2949.457275
	Iteration 113Q: 3 clusters Score -2277354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2277355.250000 Penalty: 2949.457275
	Iteration 114Q: 3 clusters Score -2277355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2277356.500000 Penalty: 2949.457275
	Iteration 115Q: 3 clusters Score -2277356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2277362.750000 Penalty: 2949.457275
	Iteration 116Q: 3 clusters Score -2277363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2277357.250000 Penalty: 2949.457275
	Iteration 117Q: 3 clusters Score -2277357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2277357.500000 Penalty: 2949.457275
	Iteration 118Q: 3 clusters Score -2277358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2277361.250000 Penalty: 2949.457275
	Iteration 119Q: 3 clusters Score -2277361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2277367.000000 Penalty: 2949.457275
	Iteration 120F: 3 clusters Score -2277367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2277376.250000 Penalty: 2949.457275
	Iteration 121Q: 3 clusters Score -2277376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2277382.000000 Penalty: 2949.457275
	Iteration 122Q: 3 clusters Score -2277382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2277382.250000 Penalty: 2949.457275
	Iteration 123Q: 3 clusters Score -2277382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2277385.750000 Penalty: 2949.457275
	Iteration 124Q: 3 clusters Score -2277386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2277385.000000 Penalty: 2949.457275
	Iteration 125Q: 3 clusters Score -2277385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2277399.500000 Penalty: 2949.457275
	Iteration 126Q: 3 clusters Score -2277400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2277400.500000 Penalty: 2949.457275
	Iteration 127Q: 3 clusters Score -2277400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2277395.750000 Penalty: 2949.457275
	Iteration 128Q: 3 clusters Score -2277396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2277408.250000 Penalty: 2949.457275
	Iteration 129Q: 3 clusters Score -2277408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2277412.500000 Penalty: 2949.457275
	Iteration 130Q: 3 clusters Score -2277412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2277417.000000 Penalty: 2949.457275
	Iteration 131Q: 3 clusters Score -2277417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2277427.500000 Penalty: 2949.457275
	Iteration 132Q: 3 clusters Score -2277428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2277432.750000 Penalty: 2949.457275
	Iteration 133Q: 3 clusters Score -2277433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2277433.000000 Penalty: 2949.457275
	Iteration 134Q: 3 clusters Score -2277433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2277437.000000 Penalty: 2949.457275
	Iteration 135Q: 3 clusters Score -2277437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2277440.500000 Penalty: 2949.457275
	Iteration 136Q: 3 clusters Score -2277440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2277453.000000 Penalty: 2949.457275
	Iteration 137Q: 3 clusters Score -2277453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2277462.750000 Penalty: 2949.457275
	Iteration 138Q: 3 clusters Score -2277463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2277469.000000 Penalty: 2949.457275
	Iteration 139Q: 3 clusters Score -2277469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2277472.500000 Penalty: 2949.457275
	Iteration 140F: 3 clusters Score -2277472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2277472.750000 Penalty: 2949.457275
	Iteration 141Q: 3 clusters Score -2277473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2277481.000000 Penalty: 2949.457275
	Iteration 142Q: 3 clusters Score -2277481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2277478.000000 Penalty: 2949.457275
	Iteration 143Q: 3 clusters Score -2277478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2277476.750000 Penalty: 2949.457275
	Iteration 144Q: 3 clusters Score -2277477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2277478.250000 Penalty: 2949.457275
	Iteration 145Q: 3 clusters Score -2277478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2277478.250000 Penalty: 2949.457275
	Iteration 146Q: 3 clusters Score -2277478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2277486.000000 Penalty: 2949.457275
	Iteration 147Q: 3 clusters Score -2277486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2277484.250000 Penalty: 2949.457275
	Iteration 148Q: 3 clusters Score -2277484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2277486.000000 Penalty: 2949.457275
	Iteration 149Q: 3 clusters Score -2277486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2277495.250000 Penalty: 2949.457275
	Iteration 150Q: 3 clusters Score -2277495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2277497.500000 Penalty: 2949.457275
	Iteration 151Q: 3 clusters Score -2277498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2277496.750000 Penalty: 2949.457275
	Iteration 152Q: 3 clusters Score -2277497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2277505.750000 Penalty: 2949.457275
	Iteration 153Q: 3 clusters Score -2277506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2277501.000000 Penalty: 2949.457275
	Iteration 154Q: 3 clusters Score -2277501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2277505.250000 Penalty: 2949.457275
	Iteration 155Q: 3 clusters Score -2277505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2277508.750000 Penalty: 2949.457275
	Iteration 156Q: 3 clusters Score -2277509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2277515.000000 Penalty: 2949.457275
	Iteration 157Q: 3 clusters Score -2277515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2277515.750000 Penalty: 2949.457275
	Iteration 158Q: 3 clusters Score -2277516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2277519.000000 Penalty: 2949.457275
	Iteration 159Q: 3 clusters Score -2277519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2277519.000000 Penalty: 2949.457275
	Iteration 160F: 3 clusters Score -2277519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2277526.250000 Penalty: 2949.457275
	Iteration 161Q: 3 clusters Score -2277526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2277530.750000 Penalty: 2949.457275
	Iteration 162Q: 3 clusters Score -2277531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2277535.500000 Penalty: 2949.457275
	Iteration 163Q: 3 clusters Score -2277536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2277531.750000 Penalty: 2949.457275
	Iteration 164Q: 3 clusters Score -2277532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2277541.250000 Penalty: 2949.457275
	Iteration 165Q: 3 clusters Score -2277541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2277549.000000 Penalty: 2949.457275
	Iteration 166Q: 3 clusters Score -2277549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2277564.250000 Penalty: 2949.457275
	Iteration 167Q: 3 clusters Score -2277564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2277574.000000 Penalty: 2949.457275
	Iteration 168Q: 3 clusters Score -2277574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2277583.500000 Penalty: 2949.457275
	Iteration 169Q: 3 clusters Score -2277584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2277587.500000 Penalty: 2949.457275
	Iteration 170Q: 3 clusters Score -2277588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2277592.000000 Penalty: 2949.457275
	Iteration 171Q: 3 clusters Score -2277592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2277593.250000 Penalty: 2949.457275
	Iteration 172Q: 3 clusters Score -2277593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2277594.000000 Penalty: 2949.457275
	Iteration 173Q: 3 clusters Score -2277594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2277593.000000 Penalty: 2949.457275
	Iteration 174Q: 3 clusters Score -2277593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2277596.750000 Penalty: 2949.457275
	Iteration 175Q: 3 clusters Score -2277597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2277597.750000 Penalty: 2949.457275
	Iteration 176Q: 3 clusters Score -2277598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2277600.500000 Penalty: 2949.457275
	Iteration 177Q: 3 clusters Score -2277600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2277600.250000 Penalty: 2949.457275
	Iteration 178Q: 3 clusters Score -2277600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2277600.000000 Penalty: 2949.457275
	Iteration 179Q: 3 clusters Score -2277600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2277601.500000 Penalty: 2949.457275
	Iteration 180F: 3 clusters Score -2277602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2277603.750000 Penalty: 2949.457275
	Iteration 181Q: 3 clusters Score -2277604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2277603.250000 Penalty: 2949.457275
	Iteration 182Q: 3 clusters Score -2277603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2277606.750000 Penalty: 2949.457275
	Iteration 183Q: 3 clusters Score -2277607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2277606.250000 Penalty: 2949.457275
	Iteration 184Q: 3 clusters Score -2277606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2277606.250000 Penalty: 2949.457275
	Iteration 185F: 3 clusters Score -2277606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Entering Unmasked Estep 
Score: -833631.312500 Penalty: 1340.223267
	Iteration 0F: 2 clusters Score -833631.3 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 4185 members 
Entering Unmasked Estep 
Score: -827953.750000 Penalty: 2680.446533
	Iteration 0F: 3 clusters Score -827953.8 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -829794.437500 Penalty: 2680.446533
	Iteration 1F: 3 clusters Score -829794.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -830214.937500 Penalty: 2680.446533
	Iteration 2F: 3 clusters Score -830214.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -830638.812500 Penalty: 2680.446533
	Iteration 3F: 3 clusters Score -830638.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -831032.187500 Penalty: 2680.446533
	Iteration 4F: 3 clusters Score -831032.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -831376.437500 Penalty: 2680.446533
	Iteration 5F: 3 clusters Score -831376.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -831640.312500 Penalty: 2680.446533
	Iteration 6Q: 3 clusters Score -831640.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -831855.250000 Penalty: 2680.446533
	Iteration 7Q: 3 clusters Score -831855.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -832013.375000 Penalty: 2680.446533
	Iteration 8Q: 3 clusters Score -832013.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -832132.937500 Penalty: 2680.446533
	Iteration 9Q: 3 clusters Score -832132.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -832244.812500 Penalty: 2680.446533
	Iteration 10Q: 3 clusters Score -832244.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -832331.625000 Penalty: 2680.446533
	Iteration 11Q: 3 clusters Score -832331.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -832394.250000 Penalty: 2680.446533
	Iteration 12Q: 3 clusters Score -832394.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -832441.375000 Penalty: 2680.446533
	Iteration 13Q: 3 clusters Score -832441.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -832474.687500 Penalty: 2680.446533
	Iteration 14Q: 3 clusters Score -832474.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -832508.750000 Penalty: 2680.446533
	Iteration 15Q: 3 clusters Score -832508.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -832528.562500 Penalty: 2680.446533
	Iteration 16Q: 3 clusters Score -832528.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -832550.812500 Penalty: 2680.446533
	Iteration 17Q: 3 clusters Score -832550.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -832568.750000 Penalty: 2680.446533
	Iteration 18Q: 3 clusters Score -832568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -832580.312500 Penalty: 2680.446533
	Iteration 19Q: 3 clusters Score -832580.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -832596.312500 Penalty: 2680.446533
	Iteration 20F: 3 clusters Score -832596.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -832608.625000 Penalty: 2680.446533
	Iteration 21Q: 3 clusters Score -832608.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -832618.437500 Penalty: 2680.446533
	Iteration 22Q: 3 clusters Score -832618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -832627.750000 Penalty: 2680.446533
	Iteration 23Q: 3 clusters Score -832627.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -832635.125000 Penalty: 2680.446533
	Iteration 24Q: 3 clusters Score -832635.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -832642.625000 Penalty: 2680.446533
	Iteration 25Q: 3 clusters Score -832642.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -832645.562500 Penalty: 2680.446533
	Iteration 26Q: 3 clusters Score -832645.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -832647.875000 Penalty: 2680.446533
	Iteration 27Q: 3 clusters Score -832647.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -832654.312500 Penalty: 2680.446533
	Iteration 28Q: 3 clusters Score -832654.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -832656.187500 Penalty: 2680.446533
	Iteration 29Q: 3 clusters Score -832656.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -832661.687500 Penalty: 2680.446533
	Iteration 30Q: 3 clusters Score -832661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -832664.375000 Penalty: 2680.446533
	Iteration 31Q: 3 clusters Score -832664.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -832668.437500 Penalty: 2680.446533
	Iteration 32Q: 3 clusters Score -832668.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -832672.562500 Penalty: 2680.446533
	Iteration 33Q: 3 clusters Score -832672.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -832674.125000 Penalty: 2680.446533
	Iteration 34Q: 3 clusters Score -832674.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -832677.937500 Penalty: 2680.446533
	Iteration 35Q: 3 clusters Score -832677.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -832683.437500 Penalty: 2680.446533
	Iteration 36Q: 3 clusters Score -832683.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -832685.500000 Penalty: 2680.446533
	Iteration 37Q: 3 clusters Score -832685.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -832692.187500 Penalty: 2680.446533
	Iteration 38Q: 3 clusters Score -832692.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -832694.375000 Penalty: 2680.446533
	Iteration 39Q: 3 clusters Score -832694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -832697.250000 Penalty: 2680.446533
	Iteration 40F: 3 clusters Score -832697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -832697.687500 Penalty: 2680.446533
	Iteration 41Q: 3 clusters Score -832697.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -832701.750000 Penalty: 2680.446533
	Iteration 42Q: 3 clusters Score -832701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -832703.250000 Penalty: 2680.446533
	Iteration 43Q: 3 clusters Score -832703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -832703.062500 Penalty: 2680.446533
	Iteration 44Q: 3 clusters Score -832703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -832705.812500 Penalty: 2680.446533
	Iteration 45Q: 3 clusters Score -832705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -832705.562500 Penalty: 2680.446533
	Iteration 46Q: 3 clusters Score -832705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -832706.625000 Penalty: 2680.446533
	Iteration 47Q: 3 clusters Score -832706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -832707.125000 Penalty: 2680.446533
	Iteration 48Q: 3 clusters Score -832707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -832707.125000 Penalty: 2680.446533
	Iteration 49F: 3 clusters Score -832707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -1066413.000000 Penalty: 1360.386597
	Iteration 0F: 2 clusters Score -1066413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1060056.375000 Penalty: 2720.773193
	Iteration 0F: 3 clusters Score -1060056 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1062168.500000 Penalty: 2720.773193
	Iteration 1F: 3 clusters Score -1062168 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1062429.000000 Penalty: 2720.773193
	Iteration 2F: 3 clusters Score -1062429 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1062612.375000 Penalty: 2720.773193
	Iteration 3Q: 3 clusters Score -1062612 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1062752.750000 Penalty: 2720.773193
	Iteration 4Q: 3 clusters Score -1062753 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1062900.125000 Penalty: 2720.773193
	Iteration 5Q: 3 clusters Score -1062900 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1063037.875000 Penalty: 2720.773193
	Iteration 6Q: 3 clusters Score -1063038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1063154.375000 Penalty: 2720.773193
	Iteration 7Q: 3 clusters Score -1063154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1063304.125000 Penalty: 2720.773193
	Iteration 8Q: 3 clusters Score -1063304 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1063490.250000 Penalty: 2720.773193
	Iteration 9Q: 3 clusters Score -1063490 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1063697.750000 Penalty: 2720.773193
	Iteration 10Q: 3 clusters Score -1063698 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1063937.500000 Penalty: 2720.773193
	Iteration 11Q: 3 clusters Score -1063938 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1064209.750000 Penalty: 2720.773193
	Iteration 12Q: 3 clusters Score -1064210 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1064486.000000 Penalty: 2720.773193
	Iteration 13Q: 3 clusters Score -1064486 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1064759.625000 Penalty: 2720.773193
	Iteration 14Q: 3 clusters Score -1064760 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1065054.000000 Penalty: 2720.773193
	Iteration 15Q: 3 clusters Score -1065054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1065387.250000 Penalty: 2720.773193
	Iteration 16Q: 3 clusters Score -1065387 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1065705.250000 Penalty: 2720.773193
	Iteration 17Q: 3 clusters Score -1065705 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1065991.750000 Penalty: 2720.773193
	Iteration 18Q: 3 clusters Score -1065992 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1066176.125000 Penalty: 2720.773193
	Iteration 19Q: 3 clusters Score -1066176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1066270.625000 Penalty: 2720.773193
	Iteration 20F: 3 clusters Score -1066271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1066328.625000 Penalty: 2720.773193
	Iteration 21Q: 3 clusters Score -1066329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1066353.375000 Penalty: 2720.773193
	Iteration 22Q: 3 clusters Score -1066353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1066366.625000 Penalty: 2720.773193
	Iteration 23Q: 3 clusters Score -1066367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1066377.250000 Penalty: 2720.773193
	Iteration 24Q: 3 clusters Score -1066377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1066382.625000 Penalty: 2720.773193
	Iteration 25Q: 3 clusters Score -1066383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1066388.375000 Penalty: 2720.773193
	Iteration 26Q: 3 clusters Score -1066388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1066393.500000 Penalty: 2720.773193
	Iteration 27Q: 3 clusters Score -1066394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1066394.750000 Penalty: 2720.773193
	Iteration 28Q: 3 clusters Score -1066395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1066398.000000 Penalty: 2720.773193
	Iteration 29Q: 3 clusters Score -1066398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1066402.000000 Penalty: 2720.773193
	Iteration 30Q: 3 clusters Score -1066402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1066403.000000 Penalty: 2720.773193
	Iteration 31Q: 3 clusters Score -1066403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1066403.125000 Penalty: 2720.773193
	Iteration 32Q: 3 clusters Score -1066403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1066404.375000 Penalty: 2720.773193
	Iteration 33Q: 3 clusters Score -1066404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1066403.125000 Penalty: 2720.773193
	Iteration 34Q: 3 clusters Score -1066403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1066404.000000 Penalty: 2720.773193
	Iteration 35Q: 3 clusters Score -1066404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1066407.750000 Penalty: 2720.773193
	Iteration 36Q: 3 clusters Score -1066408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1066407.750000 Penalty: 2720.773193
	Iteration 37F: 3 clusters Score -1066408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -1256880.500000 Penalty: 1390.073975
	Iteration 0F: 2 clusters Score -1256880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1249277.750000 Penalty: 2780.147949
	Iteration 0F: 3 clusters Score -1249278 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1251922.125000 Penalty: 2780.147949
	Iteration 1F: 3 clusters Score -1251922 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1252262.750000 Penalty: 2780.147949
	Iteration 2F: 3 clusters Score -1252263 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1252511.125000 Penalty: 2780.147949
	Iteration 3Q: 3 clusters Score -1252511 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1252755.000000 Penalty: 2780.147949
	Iteration 4Q: 3 clusters Score -1252755 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1253009.125000 Penalty: 2780.147949
	Iteration 5Q: 3 clusters Score -1253009 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1253235.000000 Penalty: 2780.147949
	Iteration 6Q: 3 clusters Score -1253235 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1253445.000000 Penalty: 2780.147949
	Iteration 7Q: 3 clusters Score -1253445 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1253644.625000 Penalty: 2780.147949
	Iteration 8Q: 3 clusters Score -1253645 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1253858.750000 Penalty: 2780.147949
	Iteration 9Q: 3 clusters Score -1253859 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1254073.000000 Penalty: 2780.147949
	Iteration 10Q: 3 clusters Score -1254073 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1254253.375000 Penalty: 2780.147949
	Iteration 11Q: 3 clusters Score -1254253 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1254412.750000 Penalty: 2780.147949
	Iteration 12Q: 3 clusters Score -1254413 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1254531.875000 Penalty: 2780.147949
	Iteration 13Q: 3 clusters Score -1254532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1254631.000000 Penalty: 2780.147949
	Iteration 14Q: 3 clusters Score -1254631 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1254710.750000 Penalty: 2780.147949
	Iteration 15Q: 3 clusters Score -1254711 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1254791.750000 Penalty: 2780.147949
	Iteration 16Q: 3 clusters Score -1254792 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1254864.875000 Penalty: 2780.147949
	Iteration 17Q: 3 clusters Score -1254865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1254929.500000 Penalty: 2780.147949
	Iteration 18Q: 3 clusters Score -1254930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1254995.625000 Penalty: 2780.147949
	Iteration 19Q: 3 clusters Score -1254996 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1255065.500000 Penalty: 2780.147949
	Iteration 20F: 3 clusters Score -1255066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1255133.375000 Penalty: 2780.147949
	Iteration 21Q: 3 clusters Score -1255133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1255199.000000 Penalty: 2780.147949
	Iteration 22Q: 3 clusters Score -1255199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1255256.000000 Penalty: 2780.147949
	Iteration 23Q: 3 clusters Score -1255256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1255311.375000 Penalty: 2780.147949
	Iteration 24Q: 3 clusters Score -1255311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1255351.375000 Penalty: 2780.147949
	Iteration 25Q: 3 clusters Score -1255351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1255404.375000 Penalty: 2780.147949
	Iteration 26Q: 3 clusters Score -1255404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1255458.125000 Penalty: 2780.147949
	Iteration 27Q: 3 clusters Score -1255458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1255503.375000 Penalty: 2780.147949
	Iteration 28Q: 3 clusters Score -1255503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1255552.625000 Penalty: 2780.147949
	Iteration 29Q: 3 clusters Score -1255553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1255590.375000 Penalty: 2780.147949
	Iteration 30Q: 3 clusters Score -1255590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1255615.625000 Penalty: 2780.147949
	Iteration 31Q: 3 clusters Score -1255616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1255640.000000 Penalty: 2780.147949
	Iteration 32Q: 3 clusters Score -1255640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1255669.750000 Penalty: 2780.147949
	Iteration 33Q: 3 clusters Score -1255670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1255699.125000 Penalty: 2780.147949
	Iteration 34Q: 3 clusters Score -1255699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1255723.125000 Penalty: 2780.147949
	Iteration 35Q: 3 clusters Score -1255723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1255743.500000 Penalty: 2780.147949
	Iteration 36Q: 3 clusters Score -1255744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1255755.750000 Penalty: 2780.147949
	Iteration 37Q: 3 clusters Score -1255756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1255772.625000 Penalty: 2780.147949
	Iteration 38Q: 3 clusters Score -1255773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1255789.250000 Penalty: 2780.147949
	Iteration 39Q: 3 clusters Score -1255789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1255805.000000 Penalty: 2780.147949
	Iteration 40F: 3 clusters Score -1255805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1255823.750000 Penalty: 2780.147949
	Iteration 41Q: 3 clusters Score -1255824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1255839.625000 Penalty: 2780.147949
	Iteration 42Q: 3 clusters Score -1255840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1255849.875000 Penalty: 2780.147949
	Iteration 43Q: 3 clusters Score -1255850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1255860.250000 Penalty: 2780.147949
	Iteration 44Q: 3 clusters Score -1255860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1255866.875000 Penalty: 2780.147949
	Iteration 45Q: 3 clusters Score -1255867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1255872.250000 Penalty: 2780.147949
	Iteration 46Q: 3 clusters Score -1255872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1255876.125000 Penalty: 2780.147949
	Iteration 47Q: 3 clusters Score -1255876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1255877.250000 Penalty: 2780.147949
	Iteration 48Q: 3 clusters Score -1255877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1255876.125000 Penalty: 2780.147949
	Iteration 49Q: 3 clusters Score -1255876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1255876.125000 Penalty: 2780.147949
	Iteration 50F: 3 clusters Score -1255876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31271.437500 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31271.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31381.103516 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31413.509766 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31413.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31419.304688 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31419.304688 Penalty: 1695.455078
	Iteration 4F: 3 clusters Score -31419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -258713.359375 Penalty: 1161.333374
	Iteration 0F: 2 clusters Score -258713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -256591.406250 Penalty: 2322.666748
	Iteration 0F: 3 clusters Score -256591.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -257147.171875 Penalty: 2322.666748
	Iteration 1F: 3 clusters Score -257147.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -257287.453125 Penalty: 2322.666748
	Iteration 2F: 3 clusters Score -257287.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -257361.953125 Penalty: 2322.666748
	Iteration 3Q: 3 clusters Score -257362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257419.890625 Penalty: 2322.666748
	Iteration 4Q: 3 clusters Score -257419.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -257461.218750 Penalty: 2322.666748
	Iteration 5Q: 3 clusters Score -257461.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -257495.296875 Penalty: 2322.666748
	Iteration 6Q: 3 clusters Score -257495.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -257519.593750 Penalty: 2322.666748
	Iteration 7Q: 3 clusters Score -257519.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -257540.859375 Penalty: 2322.666748
	Iteration 8Q: 3 clusters Score -257540.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -257555.546875 Penalty: 2322.666748
	Iteration 9Q: 3 clusters Score -257555.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -257572.156250 Penalty: 2322.666748
	Iteration 10Q: 3 clusters Score -257572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -257587.656250 Penalty: 2322.666748
	Iteration 11Q: 3 clusters Score -257587.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -257600.375000 Penalty: 2322.666748
	Iteration 12Q: 3 clusters Score -257600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -257612.625000 Penalty: 2322.666748
	Iteration 13Q: 3 clusters Score -257612.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -257627.671875 Penalty: 2322.666748
	Iteration 14Q: 3 clusters Score -257627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -257647.421875 Penalty: 2322.666748
	Iteration 15Q: 3 clusters Score -257647.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -257670.656250 Penalty: 2322.666748
	Iteration 16Q: 3 clusters Score -257670.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -257692.187500 Penalty: 2322.666748
	Iteration 17Q: 3 clusters Score -257692.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -257711.890625 Penalty: 2322.666748
	Iteration 18Q: 3 clusters Score -257711.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -257727.703125 Penalty: 2322.666748
	Iteration 19Q: 3 clusters Score -257727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -257747.531250 Penalty: 2322.666748
	Iteration 20F: 3 clusters Score -257747.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -257759.406250 Penalty: 2322.666748
	Iteration 21Q: 3 clusters Score -257759.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -257774.718750 Penalty: 2322.666748
	Iteration 22Q: 3 clusters Score -257774.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -257787.515625 Penalty: 2322.666748
	Iteration 23Q: 3 clusters Score -257787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -257801.265625 Penalty: 2322.666748
	Iteration 24Q: 3 clusters Score -257801.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -257814.359375 Penalty: 2322.666748
	Iteration 25Q: 3 clusters Score -257814.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -257822.687500 Penalty: 2322.666748
	Iteration 26Q: 3 clusters Score -257822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -257827.265625 Penalty: 2322.666748
	Iteration 27Q: 3 clusters Score -257827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -257830.171875 Penalty: 2322.666748
	Iteration 28Q: 3 clusters Score -257830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -257838.234375 Penalty: 2322.666748
	Iteration 29Q: 3 clusters Score -257838.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -257847.812500 Penalty: 2322.666748
	Iteration 30Q: 3 clusters Score -257847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -257851.406250 Penalty: 2322.666748
	Iteration 31Q: 3 clusters Score -257851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -257853.343750 Penalty: 2322.666748
	Iteration 32Q: 3 clusters Score -257853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -257853.781250 Penalty: 2322.666748
	Iteration 33Q: 3 clusters Score -257853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -257853.781250 Penalty: 2322.666748
	Iteration 34F: 3 clusters Score -257853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Entering Unmasked Estep 
Score: -7126515.000000 Penalty: 1639.915649
	Iteration 0F: 2 clusters Score -7126515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -7086920.000000 Penalty: 3279.831299
	Iteration 0F: 3 clusters Score -7086920 nChanged 28341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -7102795.500000 Penalty: 3279.831299
	Iteration 1F: 3 clusters Score -7102796 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -7103530.500000 Penalty: 3279.831299
	Iteration 2Q: 3 clusters Score -7103530 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -7104539.000000 Penalty: 3279.831299
	Iteration 3Q: 3 clusters Score -7104539 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7105913.000000 Penalty: 3279.831299
	Iteration 4Q: 3 clusters Score -7105913 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7108087.500000 Penalty: 3279.831299
	Iteration 5F: 3 clusters Score -7108088 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -7111105.500000 Penalty: 3279.831299
	Iteration 6F: 3 clusters Score -7111106 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -7114834.500000 Penalty: 3279.831299
	Iteration 7F: 3 clusters Score -7114834 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7118529.500000 Penalty: 3279.831299
	Iteration 8F: 3 clusters Score -7118530 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -7121333.000000 Penalty: 3279.831299
	Iteration 9F: 3 clusters Score -7121333 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -7123171.000000 Penalty: 3279.831299
	Iteration 10Q: 3 clusters Score -7123171 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -7124244.000000 Penalty: 3279.831299
	Iteration 11Q: 3 clusters Score -7124244 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -7124700.500000 Penalty: 3279.831299
	Iteration 12Q: 3 clusters Score -7124700 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -7124906.000000 Penalty: 3279.831299
	Iteration 13Q: 3 clusters Score -7124906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -7125015.000000 Penalty: 3279.831299
	Iteration 14Q: 3 clusters Score -7125015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -7125066.000000 Penalty: 3279.831299
	Iteration 15Q: 3 clusters Score -7125066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7125103.000000 Penalty: 3279.831299
	Iteration 16Q: 3 clusters Score -7125103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7125129.500000 Penalty: 3279.831299
	Iteration 17Q: 3 clusters Score -7125130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -7125142.000000 Penalty: 3279.831299
	Iteration 18Q: 3 clusters Score -7125142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -7125162.000000 Penalty: 3279.831299
	Iteration 19Q: 3 clusters Score -7125162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -7125169.000000 Penalty: 3279.831299
	Iteration 20F: 3 clusters Score -7125169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -7125175.000000 Penalty: 3279.831299
	Iteration 21Q: 3 clusters Score -7125175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -7125178.500000 Penalty: 3279.831299
	Iteration 22Q: 3 clusters Score -7125178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -7125184.500000 Penalty: 3279.831299
	Iteration 23Q: 3 clusters Score -7125184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -7125181.000000 Penalty: 3279.831299
	Iteration 24Q: 3 clusters Score -7125181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -7125188.500000 Penalty: 3279.831299
	Iteration 25Q: 3 clusters Score -7125188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7125200.000000 Penalty: 3279.831299
	Iteration 26Q: 3 clusters Score -7125200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7125210.000000 Penalty: 3279.831299
	Iteration 27Q: 3 clusters Score -7125210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7125209.500000 Penalty: 3279.831299
	Iteration 28Q: 3 clusters Score -7125210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -7125219.000000 Penalty: 3279.831299
	Iteration 29Q: 3 clusters Score -7125219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7125227.000000 Penalty: 3279.831299
	Iteration 30Q: 3 clusters Score -7125227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7125227.000000 Penalty: 3279.831299
	Iteration 31F: 3 clusters Score -7125227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -1871303.875000 Penalty: 1453.207153
	Iteration 0F: 2 clusters Score -1871304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1859847.000000 Penalty: 2906.414307
	Iteration 0F: 3 clusters Score -1859847 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1863877.500000 Penalty: 2906.414307
	Iteration 1F: 3 clusters Score -1863878 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1864294.375000 Penalty: 2906.414307
	Iteration 2F: 3 clusters Score -1864294 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1864669.500000 Penalty: 2906.414307
	Iteration 3F: 3 clusters Score -1864670 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1864991.750000 Penalty: 2906.414307
	Iteration 4Q: 3 clusters Score -1864992 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1865284.250000 Penalty: 2906.414307
	Iteration 5Q: 3 clusters Score -1865284 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1865588.875000 Penalty: 2906.414307
	Iteration 6Q: 3 clusters Score -1865589 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1865890.625000 Penalty: 2906.414307
	Iteration 7Q: 3 clusters Score -1865891 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1866211.125000 Penalty: 2906.414307
	Iteration 8Q: 3 clusters Score -1866211 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1866475.125000 Penalty: 2906.414307
	Iteration 9Q: 3 clusters Score -1866475 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1866688.750000 Penalty: 2906.414307
	Iteration 10Q: 3 clusters Score -1866689 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1866864.500000 Penalty: 2906.414307
	Iteration 11Q: 3 clusters Score -1866864 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1867028.625000 Penalty: 2906.414307
	Iteration 12Q: 3 clusters Score -1867029 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1867166.750000 Penalty: 2906.414307
	Iteration 13Q: 3 clusters Score -1867167 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1867279.625000 Penalty: 2906.414307
	Iteration 14Q: 3 clusters Score -1867280 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1867364.750000 Penalty: 2906.414307
	Iteration 15Q: 3 clusters Score -1867365 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1867428.750000 Penalty: 2906.414307
	Iteration 16Q: 3 clusters Score -1867429 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1867485.375000 Penalty: 2906.414307
	Iteration 17Q: 3 clusters Score -1867485 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1867514.125000 Penalty: 2906.414307
	Iteration 18Q: 3 clusters Score -1867514 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1867534.000000 Penalty: 2906.414307
	Iteration 19Q: 3 clusters Score -1867534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1867545.875000 Penalty: 2906.414307
	Iteration 20F: 3 clusters Score -1867546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1867559.000000 Penalty: 2906.414307
	Iteration 21Q: 3 clusters Score -1867559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1867563.625000 Penalty: 2906.414307
	Iteration 22Q: 3 clusters Score -1867564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1867575.875000 Penalty: 2906.414307
	Iteration 23Q: 3 clusters Score -1867576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1867590.875000 Penalty: 2906.414307
	Iteration 24Q: 3 clusters Score -1867591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1867599.125000 Penalty: 2906.414307
	Iteration 25Q: 3 clusters Score -1867599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1867611.000000 Penalty: 2906.414307
	Iteration 26Q: 3 clusters Score -1867611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1867614.625000 Penalty: 2906.414307
	Iteration 27Q: 3 clusters Score -1867615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1867617.375000 Penalty: 2906.414307
	Iteration 28Q: 3 clusters Score -1867617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1867620.500000 Penalty: 2906.414307
	Iteration 29Q: 3 clusters Score -1867620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1867627.375000 Penalty: 2906.414307
	Iteration 30Q: 3 clusters Score -1867627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1867628.250000 Penalty: 2906.414307
	Iteration 31Q: 3 clusters Score -1867628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1867633.875000 Penalty: 2906.414307
	Iteration 32Q: 3 clusters Score -1867634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1867637.375000 Penalty: 2906.414307
	Iteration 33Q: 3 clusters Score -1867637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1867636.000000 Penalty: 2906.414307
	Iteration 34Q: 3 clusters Score -1867636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1867640.250000 Penalty: 2906.414307
	Iteration 35Q: 3 clusters Score -1867640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1867641.750000 Penalty: 2906.414307
	Iteration 36Q: 3 clusters Score -1867642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1867637.000000 Penalty: 2906.414307
	Iteration 37Q: 3 clusters Score -1867637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1867638.000000 Penalty: 2906.414307
	Iteration 38Q: 3 clusters Score -1867638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1867642.250000 Penalty: 2906.414307
	Iteration 39Q: 3 clusters Score -1867642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1867642.875000 Penalty: 2906.414307
	Iteration 40F: 3 clusters Score -1867643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1867645.625000 Penalty: 2906.414307
	Iteration 41Q: 3 clusters Score -1867646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1867643.875000 Penalty: 2906.414307
	Iteration 42Q: 3 clusters Score -1867644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1867649.125000 Penalty: 2906.414307
	Iteration 43Q: 3 clusters Score -1867649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1867650.125000 Penalty: 2906.414307
	Iteration 44Q: 3 clusters Score -1867650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1867652.375000 Penalty: 2906.414307
	Iteration 45Q: 3 clusters Score -1867652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1867655.625000 Penalty: 2906.414307
	Iteration 46Q: 3 clusters Score -1867656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1867657.625000 Penalty: 2906.414307
	Iteration 47Q: 3 clusters Score -1867658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1867655.500000 Penalty: 2906.414307
	Iteration 48Q: 3 clusters Score -1867656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1867656.625000 Penalty: 2906.414307
	Iteration 49Q: 3 clusters Score -1867657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1867661.500000 Penalty: 2906.414307
	Iteration 50Q: 3 clusters Score -1867662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1867664.125000 Penalty: 2906.414307
	Iteration 51Q: 3 clusters Score -1867664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1867662.250000 Penalty: 2906.414307
	Iteration 52Q: 3 clusters Score -1867662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1867669.875000 Penalty: 2906.414307
	Iteration 53Q: 3 clusters Score -1867670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1867673.500000 Penalty: 2906.414307
	Iteration 54Q: 3 clusters Score -1867674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1867681.000000 Penalty: 2906.414307
	Iteration 55Q: 3 clusters Score -1867681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1867686.000000 Penalty: 2906.414307
	Iteration 56Q: 3 clusters Score -1867686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1867684.375000 Penalty: 2906.414307
	Iteration 57Q: 3 clusters Score -1867684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1867689.000000 Penalty: 2906.414307
	Iteration 58Q: 3 clusters Score -1867689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1867682.500000 Penalty: 2906.414307
	Iteration 59Q: 3 clusters Score -1867682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1867684.625000 Penalty: 2906.414307
	Iteration 60F: 3 clusters Score -1867685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1867689.375000 Penalty: 2906.414307
	Iteration 61Q: 3 clusters Score -1867689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1867690.250000 Penalty: 2906.414307
	Iteration 62Q: 3 clusters Score -1867690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1867691.000000 Penalty: 2906.414307
	Iteration 63Q: 3 clusters Score -1867691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1867693.375000 Penalty: 2906.414307
	Iteration 64Q: 3 clusters Score -1867693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1867690.750000 Penalty: 2906.414307
	Iteration 65Q: 3 clusters Score -1867691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1867701.375000 Penalty: 2906.414307
	Iteration 66Q: 3 clusters Score -1867701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1867702.625000 Penalty: 2906.414307
	Iteration 67Q: 3 clusters Score -1867703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1867705.750000 Penalty: 2906.414307
	Iteration 68Q: 3 clusters Score -1867706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1867712.125000 Penalty: 2906.414307
	Iteration 69Q: 3 clusters Score -1867712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1867710.500000 Penalty: 2906.414307
	Iteration 70Q: 3 clusters Score -1867710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1867711.625000 Penalty: 2906.414307
	Iteration 71Q: 3 clusters Score -1867712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1867711.750000 Penalty: 2906.414307
	Iteration 72Q: 3 clusters Score -1867712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1867709.000000 Penalty: 2906.414307
	Iteration 73Q: 3 clusters Score -1867709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1867707.625000 Penalty: 2906.414307
	Iteration 74Q: 3 clusters Score -1867708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1867708.625000 Penalty: 2906.414307
	Iteration 75Q: 3 clusters Score -1867709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1867711.750000 Penalty: 2906.414307
	Iteration 76Q: 3 clusters Score -1867712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1867708.875000 Penalty: 2906.414307
	Iteration 77Q: 3 clusters Score -1867709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1867708.875000 Penalty: 2906.414307
	Iteration 78Q: 3 clusters Score -1867709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1867713.000000 Penalty: 2906.414307
	Iteration 79Q: 3 clusters Score -1867713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1867709.250000 Penalty: 2906.414307
	Iteration 80F: 3 clusters Score -1867709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1867716.375000 Penalty: 2906.414307
	Iteration 81Q: 3 clusters Score -1867716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1867720.375000 Penalty: 2906.414307
	Iteration 82Q: 3 clusters Score -1867720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1867724.125000 Penalty: 2906.414307
	Iteration 83Q: 3 clusters Score -1867724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1867722.500000 Penalty: 2906.414307
	Iteration 84Q: 3 clusters Score -1867722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1867719.625000 Penalty: 2906.414307
	Iteration 85Q: 3 clusters Score -1867720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1867720.375000 Penalty: 2906.414307
	Iteration 86Q: 3 clusters Score -1867720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1867723.875000 Penalty: 2906.414307
	Iteration 87Q: 3 clusters Score -1867724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1867720.125000 Penalty: 2906.414307
	Iteration 88Q: 3 clusters Score -1867720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1867726.500000 Penalty: 2906.414307
	Iteration 89Q: 3 clusters Score -1867726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1867725.125000 Penalty: 2906.414307
	Iteration 90Q: 3 clusters Score -1867725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1867730.375000 Penalty: 2906.414307
	Iteration 91Q: 3 clusters Score -1867730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1867739.625000 Penalty: 2906.414307
	Iteration 92Q: 3 clusters Score -1867740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1867742.500000 Penalty: 2906.414307
	Iteration 93Q: 3 clusters Score -1867742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1867745.250000 Penalty: 2906.414307
	Iteration 94Q: 3 clusters Score -1867745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1867745.750000 Penalty: 2906.414307
	Iteration 95Q: 3 clusters Score -1867746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1867751.250000 Penalty: 2906.414307
	Iteration 96Q: 3 clusters Score -1867751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1867753.500000 Penalty: 2906.414307
	Iteration 97Q: 3 clusters Score -1867754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1867753.875000 Penalty: 2906.414307
	Iteration 98Q: 3 clusters Score -1867754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1867758.625000 Penalty: 2906.414307
	Iteration 99Q: 3 clusters Score -1867759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1867757.000000 Penalty: 2906.414307
	Iteration 100F: 3 clusters Score -1867757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1867760.500000 Penalty: 2906.414307
	Iteration 101Q: 3 clusters Score -1867760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1867765.750000 Penalty: 2906.414307
	Iteration 102Q: 3 clusters Score -1867766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1867773.375000 Penalty: 2906.414307
	Iteration 103Q: 3 clusters Score -1867773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1867784.125000 Penalty: 2906.414307
	Iteration 104Q: 3 clusters Score -1867784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1867797.250000 Penalty: 2906.414307
	Iteration 105Q: 3 clusters Score -1867797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1867806.625000 Penalty: 2906.414307
	Iteration 106Q: 3 clusters Score -1867807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1867824.125000 Penalty: 2906.414307
	Iteration 107Q: 3 clusters Score -1867824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1867839.125000 Penalty: 2906.414307
	Iteration 108Q: 3 clusters Score -1867839 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1867856.125000 Penalty: 2906.414307
	Iteration 109Q: 3 clusters Score -1867856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1867885.250000 Penalty: 2906.414307
	Iteration 110Q: 3 clusters Score -1867885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1867911.000000 Penalty: 2906.414307
	Iteration 111Q: 3 clusters Score -1867911 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1867934.000000 Penalty: 2906.414307
	Iteration 112Q: 3 clusters Score -1867934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1867977.875000 Penalty: 2906.414307
	Iteration 113Q: 3 clusters Score -1867978 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1868021.625000 Penalty: 2906.414307
	Iteration 114Q: 3 clusters Score -1868022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1868079.250000 Penalty: 2906.414307
	Iteration 115Q: 3 clusters Score -1868079 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1868143.375000 Penalty: 2906.414307
	Iteration 116Q: 3 clusters Score -1868143 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1868240.500000 Penalty: 2906.414307
	Iteration 117Q: 3 clusters Score -1868240 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1868360.625000 Penalty: 2906.414307
	Iteration 118Q: 3 clusters Score -1868361 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1868517.625000 Penalty: 2906.414307
	Iteration 119Q: 3 clusters Score -1868518 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1868659.375000 Penalty: 2906.414307
	Iteration 120F: 3 clusters Score -1868659 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1868848.250000 Penalty: 2906.414307
	Iteration 121Q: 3 clusters Score -1868848 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1869074.375000 Penalty: 2906.414307
	Iteration 122Q: 3 clusters Score -1869074 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1869326.375000 Penalty: 2906.414307
	Iteration 123Q: 3 clusters Score -1869326 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1869570.625000 Penalty: 2906.414307
	Iteration 124Q: 3 clusters Score -1869571 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1869821.875000 Penalty: 2906.414307
	Iteration 125Q: 3 clusters Score -1869822 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1870050.250000 Penalty: 2906.414307
	Iteration 126Q: 3 clusters Score -1870050 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1870217.125000 Penalty: 2906.414307
	Iteration 127Q: 3 clusters Score -1870217 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1870331.250000 Penalty: 2906.414307
	Iteration 128Q: 3 clusters Score -1870331 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1870398.250000 Penalty: 2906.414307
	Iteration 129Q: 3 clusters Score -1870398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1870456.250000 Penalty: 2906.414307
	Iteration 130Q: 3 clusters Score -1870456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1870503.000000 Penalty: 2906.414307
	Iteration 131Q: 3 clusters Score -1870503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1870542.875000 Penalty: 2906.414307
	Iteration 132Q: 3 clusters Score -1870543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1870588.500000 Penalty: 2906.414307
	Iteration 133Q: 3 clusters Score -1870588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1870625.375000 Penalty: 2906.414307
	Iteration 134Q: 3 clusters Score -1870625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1870642.875000 Penalty: 2906.414307
	Iteration 135Q: 3 clusters Score -1870643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1870657.500000 Penalty: 2906.414307
	Iteration 136Q: 3 clusters Score -1870658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1870670.375000 Penalty: 2906.414307
	Iteration 137Q: 3 clusters Score -1870670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1870676.875000 Penalty: 2906.414307
	Iteration 138Q: 3 clusters Score -1870677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1870684.250000 Penalty: 2906.414307
	Iteration 139Q: 3 clusters Score -1870684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1870689.375000 Penalty: 2906.414307
	Iteration 140F: 3 clusters Score -1870689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1870693.125000 Penalty: 2906.414307
	Iteration 141Q: 3 clusters Score -1870693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1870695.500000 Penalty: 2906.414307
	Iteration 142Q: 3 clusters Score -1870696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1870695.625000 Penalty: 2906.414307
	Iteration 143Q: 3 clusters Score -1870696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1870697.500000 Penalty: 2906.414307
	Iteration 144Q: 3 clusters Score -1870698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1870704.875000 Penalty: 2906.414307
	Iteration 145Q: 3 clusters Score -1870705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1870705.375000 Penalty: 2906.414307
	Iteration 146Q: 3 clusters Score -1870705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1870705.500000 Penalty: 2906.414307
	Iteration 147Q: 3 clusters Score -1870706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1870707.375000 Penalty: 2906.414307
	Iteration 148Q: 3 clusters Score -1870707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1870707.375000 Penalty: 2906.414307
	Iteration 149Q: 3 clusters Score -1870707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1870710.250000 Penalty: 2906.414307
	Iteration 150Q: 3 clusters Score -1870710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1870710.250000 Penalty: 2906.414307
	Iteration 151F: 3 clusters Score -1870710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Entering Unmasked Estep 
Score: -4917464.000000 Penalty: 1584.446045
	Iteration 0F: 2 clusters Score -4917464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4890004.500000 Penalty: 3168.892090
	Iteration 0F: 3 clusters Score -4890004 nChanged 19234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4900633.500000 Penalty: 3168.892090
	Iteration 1F: 3 clusters Score -4900634 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4901164.000000 Penalty: 3168.892090
	Iteration 2Q: 3 clusters Score -4901164 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4901728.500000 Penalty: 3168.892090
	Iteration 3Q: 3 clusters Score -4901728 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4902345.000000 Penalty: 3168.892090
	Iteration 4Q: 3 clusters Score -4902345 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4903216.500000 Penalty: 3168.892090
	Iteration 5Q: 3 clusters Score -4903216 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -4904467.000000 Penalty: 3168.892090
	Iteration 6F: 3 clusters Score -4904467 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4906101.500000 Penalty: 3168.892090
	Iteration 7F: 3 clusters Score -4906102 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4908141.000000 Penalty: 3168.892090
	Iteration 8F: 3 clusters Score -4908141 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4910154.500000 Penalty: 3168.892090
	Iteration 9F: 3 clusters Score -4910154 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4911913.000000 Penalty: 3168.892090
	Iteration 10F: 3 clusters Score -4911913 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4913173.500000 Penalty: 3168.892090
	Iteration 11Q: 3 clusters Score -4913174 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4914067.500000 Penalty: 3168.892090
	Iteration 12Q: 3 clusters Score -4914068 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4914758.000000 Penalty: 3168.892090
	Iteration 13Q: 3 clusters Score -4914758 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4915258.500000 Penalty: 3168.892090
	Iteration 14Q: 3 clusters Score -4915258 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4915663.500000 Penalty: 3168.892090
	Iteration 15Q: 3 clusters Score -4915664 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4915954.000000 Penalty: 3168.892090
	Iteration 16Q: 3 clusters Score -4915954 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4916191.000000 Penalty: 3168.892090
	Iteration 17Q: 3 clusters Score -4916191 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4916347.500000 Penalty: 3168.892090
	Iteration 18Q: 3 clusters Score -4916348 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4916484.500000 Penalty: 3168.892090
	Iteration 19Q: 3 clusters Score -4916484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4916563.500000 Penalty: 3168.892090
	Iteration 20F: 3 clusters Score -4916564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4916652.500000 Penalty: 3168.892090
	Iteration 21Q: 3 clusters Score -4916652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4916688.000000 Penalty: 3168.892090
	Iteration 22Q: 3 clusters Score -4916688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4916721.000000 Penalty: 3168.892090
	Iteration 23Q: 3 clusters Score -4916721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4916742.500000 Penalty: 3168.892090
	Iteration 24Q: 3 clusters Score -4916742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4916753.000000 Penalty: 3168.892090
	Iteration 25Q: 3 clusters Score -4916753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4916768.500000 Penalty: 3168.892090
	Iteration 26Q: 3 clusters Score -4916768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4916773.000000 Penalty: 3168.892090
	Iteration 27Q: 3 clusters Score -4916773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4916784.500000 Penalty: 3168.892090
	Iteration 28Q: 3 clusters Score -4916784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4916792.000000 Penalty: 3168.892090
	Iteration 29Q: 3 clusters Score -4916792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4916778.000000 Penalty: 3168.892090
	Iteration 30Q: 3 clusters Score -4916778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4916781.500000 Penalty: 3168.892090
	Iteration 31Q: 3 clusters Score -4916782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4916780.500000 Penalty: 3168.892090
	Iteration 32Q: 3 clusters Score -4916780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4916785.000000 Penalty: 3168.892090
	Iteration 33Q: 3 clusters Score -4916785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4916780.000000 Penalty: 3168.892090
	Iteration 34Q: 3 clusters Score -4916780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4916779.500000 Penalty: 3168.892090
	Iteration 35Q: 3 clusters Score -4916780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4916782.500000 Penalty: 3168.892090
	Iteration 36Q: 3 clusters Score -4916782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4916782.500000 Penalty: 3168.892090
	Iteration 37F: 3 clusters Score -4916782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -448134.812500 Penalty: 1238.985718
	Iteration 0F: 2 clusters Score -448134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -444981.968750 Penalty: 2477.971436
	Iteration 0F: 3 clusters Score -444982 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -445812.437500 Penalty: 2477.971436
	Iteration 1F: 3 clusters Score -445812.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -445977.656250 Penalty: 2477.971436
	Iteration 2F: 3 clusters Score -445977.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -446083.468750 Penalty: 2477.971436
	Iteration 3Q: 3 clusters Score -446083.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -446173.375000 Penalty: 2477.971436
	Iteration 4Q: 3 clusters Score -446173.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -446239.156250 Penalty: 2477.971436
	Iteration 5Q: 3 clusters Score -446239.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -446293.281250 Penalty: 2477.971436
	Iteration 6Q: 3 clusters Score -446293.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -446333.718750 Penalty: 2477.971436
	Iteration 7Q: 3 clusters Score -446333.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -446370.062500 Penalty: 2477.971436
	Iteration 8Q: 3 clusters Score -446370.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -446397.406250 Penalty: 2477.971436
	Iteration 9Q: 3 clusters Score -446397.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -446427.500000 Penalty: 2477.971436
	Iteration 10Q: 3 clusters Score -446427.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -446457.312500 Penalty: 2477.971436
	Iteration 11Q: 3 clusters Score -446457.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -446476.093750 Penalty: 2477.971436
	Iteration 12Q: 3 clusters Score -446476.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -446496.843750 Penalty: 2477.971436
	Iteration 13Q: 3 clusters Score -446496.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -446516.281250 Penalty: 2477.971436
	Iteration 14Q: 3 clusters Score -446516.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -446537.812500 Penalty: 2477.971436
	Iteration 15Q: 3 clusters Score -446537.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -446552.812500 Penalty: 2477.971436
	Iteration 16Q: 3 clusters Score -446552.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -446563.937500 Penalty: 2477.971436
	Iteration 17Q: 3 clusters Score -446563.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -446581.875000 Penalty: 2477.971436
	Iteration 18Q: 3 clusters Score -446581.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -446605.156250 Penalty: 2477.971436
	Iteration 19Q: 3 clusters Score -446605.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -446635.500000 Penalty: 2477.971436
	Iteration 20F: 3 clusters Score -446635.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -446676.125000 Penalty: 2477.971436
	Iteration 21Q: 3 clusters Score -446676.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -446706.531250 Penalty: 2477.971436
	Iteration 22Q: 3 clusters Score -446706.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -446731.718750 Penalty: 2477.971436
	Iteration 23Q: 3 clusters Score -446731.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -446753.218750 Penalty: 2477.971436
	Iteration 24Q: 3 clusters Score -446753.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -446770.843750 Penalty: 2477.971436
	Iteration 25Q: 3 clusters Score -446770.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -446790.500000 Penalty: 2477.971436
	Iteration 26Q: 3 clusters Score -446790.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -446809.593750 Penalty: 2477.971436
	Iteration 27Q: 3 clusters Score -446809.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -446830.843750 Penalty: 2477.971436
	Iteration 28Q: 3 clusters Score -446830.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -446853.625000 Penalty: 2477.971436
	Iteration 29Q: 3 clusters Score -446853.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -446887.000000 Penalty: 2477.971436
	Iteration 30Q: 3 clusters Score -446887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -446917.937500 Penalty: 2477.971436
	Iteration 31Q: 3 clusters Score -446917.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -446953.156250 Penalty: 2477.971436
	Iteration 32Q: 3 clusters Score -446953.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -446981.687500 Penalty: 2477.971436
	Iteration 33Q: 3 clusters Score -446981.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -447015.843750 Penalty: 2477.971436
	Iteration 34Q: 3 clusters Score -447015.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -447048.750000 Penalty: 2477.971436
	Iteration 35Q: 3 clusters Score -447048.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -447090.625000 Penalty: 2477.971436
	Iteration 36Q: 3 clusters Score -447090.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -447133.750000 Penalty: 2477.971436
	Iteration 37Q: 3 clusters Score -447133.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -447173.312500 Penalty: 2477.971436
	Iteration 38Q: 3 clusters Score -447173.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -447196.937500 Penalty: 2477.971436
	Iteration 39Q: 3 clusters Score -447196.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -447217.656250 Penalty: 2477.971436
	Iteration 40F: 3 clusters Score -447217.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -447242.312500 Penalty: 2477.971436
	Iteration 41Q: 3 clusters Score -447242.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -447266.812500 Penalty: 2477.971436
	Iteration 42Q: 3 clusters Score -447266.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -447299.937500 Penalty: 2477.971436
	Iteration 43Q: 3 clusters Score -447299.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -447327.656250 Penalty: 2477.971436
	Iteration 44Q: 3 clusters Score -447327.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -447349.625000 Penalty: 2477.971436
	Iteration 45Q: 3 clusters Score -447349.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -447368.875000 Penalty: 2477.971436
	Iteration 46Q: 3 clusters Score -447368.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -447382.781250 Penalty: 2477.971436
	Iteration 47Q: 3 clusters Score -447382.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -447398.562500 Penalty: 2477.971436
	Iteration 48Q: 3 clusters Score -447398.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -447413.031250 Penalty: 2477.971436
	Iteration 49Q: 3 clusters Score -447413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -447425.781250 Penalty: 2477.971436
	Iteration 50Q: 3 clusters Score -447425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -447437.750000 Penalty: 2477.971436
	Iteration 51Q: 3 clusters Score -447437.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -447453.375000 Penalty: 2477.971436
	Iteration 52Q: 3 clusters Score -447453.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -447464.312500 Penalty: 2477.971436
	Iteration 53Q: 3 clusters Score -447464.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -447470.593750 Penalty: 2477.971436
	Iteration 54Q: 3 clusters Score -447470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -447475.750000 Penalty: 2477.971436
	Iteration 55Q: 3 clusters Score -447475.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -447482.437500 Penalty: 2477.971436
	Iteration 56Q: 3 clusters Score -447482.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -447492.875000 Penalty: 2477.971436
	Iteration 57Q: 3 clusters Score -447492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -447501.843750 Penalty: 2477.971436
	Iteration 58Q: 3 clusters Score -447501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -447509.406250 Penalty: 2477.971436
	Iteration 59Q: 3 clusters Score -447509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -447514.750000 Penalty: 2477.971436
	Iteration 60F: 3 clusters Score -447514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -447518.687500 Penalty: 2477.971436
	Iteration 61Q: 3 clusters Score -447518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -447520.156250 Penalty: 2477.971436
	Iteration 62Q: 3 clusters Score -447520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -447521.468750 Penalty: 2477.971436
	Iteration 63Q: 3 clusters Score -447521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -447521.781250 Penalty: 2477.971436
	Iteration 64Q: 3 clusters Score -447521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -447521.781250 Penalty: 2477.971436
	Iteration 65F: 3 clusters Score -447521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -967644.187500 Penalty: 1341.313599
	Iteration 0F: 2 clusters Score -967644.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -962006.625000 Penalty: 2682.627197
	Iteration 0F: 3 clusters Score -962006.6 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -963685.562500 Penalty: 2682.627197
	Iteration 1F: 3 clusters Score -963685.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -963929.812500 Penalty: 2682.627197
	Iteration 2F: 3 clusters Score -963929.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -964096.312500 Penalty: 2682.627197
	Iteration 3Q: 3 clusters Score -964096.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -964221.312500 Penalty: 2682.627197
	Iteration 4Q: 3 clusters Score -964221.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -964332.687500 Penalty: 2682.627197
	Iteration 5Q: 3 clusters Score -964332.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -964424.500000 Penalty: 2682.627197
	Iteration 6Q: 3 clusters Score -964424.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -964518.937500 Penalty: 2682.627197
	Iteration 7Q: 3 clusters Score -964518.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -964616.625000 Penalty: 2682.627197
	Iteration 8Q: 3 clusters Score -964616.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -964733.437500 Penalty: 2682.627197
	Iteration 9Q: 3 clusters Score -964733.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -964882.250000 Penalty: 2682.627197
	Iteration 10Q: 3 clusters Score -964882.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -965038.625000 Penalty: 2682.627197
	Iteration 11Q: 3 clusters Score -965038.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -965184.875000 Penalty: 2682.627197
	Iteration 12Q: 3 clusters Score -965184.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -965315.312500 Penalty: 2682.627197
	Iteration 13Q: 3 clusters Score -965315.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -965412.625000 Penalty: 2682.627197
	Iteration 14Q: 3 clusters Score -965412.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -965500.562500 Penalty: 2682.627197
	Iteration 15Q: 3 clusters Score -965500.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -965593.062500 Penalty: 2682.627197
	Iteration 16Q: 3 clusters Score -965593.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -965688.312500 Penalty: 2682.627197
	Iteration 17Q: 3 clusters Score -965688.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -965790.625000 Penalty: 2682.627197
	Iteration 18Q: 3 clusters Score -965790.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -965893.062500 Penalty: 2682.627197
	Iteration 19Q: 3 clusters Score -965893.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -965994.062500 Penalty: 2682.627197
	Iteration 20F: 3 clusters Score -965994.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -966095.625000 Penalty: 2682.627197
	Iteration 21Q: 3 clusters Score -966095.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -966188.125000 Penalty: 2682.627197
	Iteration 22Q: 3 clusters Score -966188.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -966277.062500 Penalty: 2682.627197
	Iteration 23Q: 3 clusters Score -966277.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -966361.250000 Penalty: 2682.627197
	Iteration 24Q: 3 clusters Score -966361.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -966413.125000 Penalty: 2682.627197
	Iteration 25Q: 3 clusters Score -966413.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -966442.375000 Penalty: 2682.627197
	Iteration 26Q: 3 clusters Score -966442.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -966459.812500 Penalty: 2682.627197
	Iteration 27Q: 3 clusters Score -966459.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -966472.875000 Penalty: 2682.627197
	Iteration 28Q: 3 clusters Score -966472.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -966488.750000 Penalty: 2682.627197
	Iteration 29Q: 3 clusters Score -966488.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -966506.687500 Penalty: 2682.627197
	Iteration 30Q: 3 clusters Score -966506.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -966521.750000 Penalty: 2682.627197
	Iteration 31Q: 3 clusters Score -966521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -966533.687500 Penalty: 2682.627197
	Iteration 32Q: 3 clusters Score -966533.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -966543.250000 Penalty: 2682.627197
	Iteration 33Q: 3 clusters Score -966543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -966549.687500 Penalty: 2682.627197
	Iteration 34Q: 3 clusters Score -966549.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -966554.375000 Penalty: 2682.627197
	Iteration 35Q: 3 clusters Score -966554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -966556.812500 Penalty: 2682.627197
	Iteration 36Q: 3 clusters Score -966556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -966559.437500 Penalty: 2682.627197
	Iteration 37Q: 3 clusters Score -966559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -966563.500000 Penalty: 2682.627197
	Iteration 38Q: 3 clusters Score -966563.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -966566.875000 Penalty: 2682.627197
	Iteration 39Q: 3 clusters Score -966566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -966570.312500 Penalty: 2682.627197
	Iteration 40F: 3 clusters Score -966570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -966573.687500 Penalty: 2682.627197
	Iteration 41Q: 3 clusters Score -966573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -966571.687500 Penalty: 2682.627197
	Iteration 42Q: 3 clusters Score -966571.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -966575.562500 Penalty: 2682.627197
	Iteration 43Q: 3 clusters Score -966575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -966576.125000 Penalty: 2682.627197
	Iteration 44Q: 3 clusters Score -966576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -966578.062500 Penalty: 2682.627197
	Iteration 45Q: 3 clusters Score -966578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -966581.375000 Penalty: 2682.627197
	Iteration 46Q: 3 clusters Score -966581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -966581.875000 Penalty: 2682.627197
	Iteration 47Q: 3 clusters Score -966581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -966583.687500 Penalty: 2682.627197
	Iteration 48Q: 3 clusters Score -966583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -966583.250000 Penalty: 2682.627197
	Iteration 49Q: 3 clusters Score -966583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -966585.000000 Penalty: 2682.627197
	Iteration 50Q: 3 clusters Score -966585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -966585.000000 Penalty: 2682.627197
	Iteration 51F: 3 clusters Score -966585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Entering Unmasked Estep 
Score: -1155865.500000 Penalty: 1378.606567
	Iteration 0F: 2 clusters Score -1155866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1148796.250000 Penalty: 2757.213135
	Iteration 0F: 3 clusters Score -1148796 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1151148.875000 Penalty: 2757.213135
	Iteration 1F: 3 clusters Score -1151149 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1151498.250000 Penalty: 2757.213135
	Iteration 2F: 3 clusters Score -1151498 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1151747.875000 Penalty: 2757.213135
	Iteration 3F: 3 clusters Score -1151748 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1151940.625000 Penalty: 2757.213135
	Iteration 4Q: 3 clusters Score -1151941 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1152122.000000 Penalty: 2757.213135
	Iteration 5Q: 3 clusters Score -1152122 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1152285.375000 Penalty: 2757.213135
	Iteration 6Q: 3 clusters Score -1152285 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1152438.125000 Penalty: 2757.213135
	Iteration 7Q: 3 clusters Score -1152438 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1152582.500000 Penalty: 2757.213135
	Iteration 8Q: 3 clusters Score -1152582 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1152720.000000 Penalty: 2757.213135
	Iteration 9Q: 3 clusters Score -1152720 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1152831.000000 Penalty: 2757.213135
	Iteration 10Q: 3 clusters Score -1152831 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1152941.750000 Penalty: 2757.213135
	Iteration 11Q: 3 clusters Score -1152942 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1153059.375000 Penalty: 2757.213135
	Iteration 12Q: 3 clusters Score -1153059 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1153182.750000 Penalty: 2757.213135
	Iteration 13Q: 3 clusters Score -1153183 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1153308.875000 Penalty: 2757.213135
	Iteration 14Q: 3 clusters Score -1153309 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1153425.125000 Penalty: 2757.213135
	Iteration 15Q: 3 clusters Score -1153425 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1153531.250000 Penalty: 2757.213135
	Iteration 16Q: 3 clusters Score -1153531 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1153633.125000 Penalty: 2757.213135
	Iteration 17Q: 3 clusters Score -1153633 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1153719.125000 Penalty: 2757.213135
	Iteration 18Q: 3 clusters Score -1153719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1153791.750000 Penalty: 2757.213135
	Iteration 19Q: 3 clusters Score -1153792 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1153851.250000 Penalty: 2757.213135
	Iteration 20F: 3 clusters Score -1153851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1153906.875000 Penalty: 2757.213135
	Iteration 21Q: 3 clusters Score -1153907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1153968.750000 Penalty: 2757.213135
	Iteration 22Q: 3 clusters Score -1153969 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1154034.875000 Penalty: 2757.213135
	Iteration 23Q: 3 clusters Score -1154035 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1154092.875000 Penalty: 2757.213135
	Iteration 24Q: 3 clusters Score -1154093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1154141.625000 Penalty: 2757.213135
	Iteration 25Q: 3 clusters Score -1154142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1154184.625000 Penalty: 2757.213135
	Iteration 26Q: 3 clusters Score -1154185 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1154235.125000 Penalty: 2757.213135
	Iteration 27Q: 3 clusters Score -1154235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1154282.000000 Penalty: 2757.213135
	Iteration 28Q: 3 clusters Score -1154282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1154332.625000 Penalty: 2757.213135
	Iteration 29Q: 3 clusters Score -1154333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1154377.250000 Penalty: 2757.213135
	Iteration 30Q: 3 clusters Score -1154377 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1154412.375000 Penalty: 2757.213135
	Iteration 31Q: 3 clusters Score -1154412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1154456.625000 Penalty: 2757.213135
	Iteration 32Q: 3 clusters Score -1154457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1154489.125000 Penalty: 2757.213135
	Iteration 33Q: 3 clusters Score -1154489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1154528.250000 Penalty: 2757.213135
	Iteration 34Q: 3 clusters Score -1154528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1154565.500000 Penalty: 2757.213135
	Iteration 35Q: 3 clusters Score -1154566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1154600.500000 Penalty: 2757.213135
	Iteration 36Q: 3 clusters Score -1154600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1154635.500000 Penalty: 2757.213135
	Iteration 37Q: 3 clusters Score -1154636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1154673.625000 Penalty: 2757.213135
	Iteration 38Q: 3 clusters Score -1154674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1154703.500000 Penalty: 2757.213135
	Iteration 39Q: 3 clusters Score -1154704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1154729.000000 Penalty: 2757.213135
	Iteration 40F: 3 clusters Score -1154729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1154750.250000 Penalty: 2757.213135
	Iteration 41Q: 3 clusters Score -1154750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1154762.500000 Penalty: 2757.213135
	Iteration 42Q: 3 clusters Score -1154762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1154772.000000 Penalty: 2757.213135
	Iteration 43Q: 3 clusters Score -1154772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1154780.625000 Penalty: 2757.213135
	Iteration 44Q: 3 clusters Score -1154781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1154793.625000 Penalty: 2757.213135
	Iteration 45Q: 3 clusters Score -1154794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1154799.375000 Penalty: 2757.213135
	Iteration 46Q: 3 clusters Score -1154799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1154805.000000 Penalty: 2757.213135
	Iteration 47Q: 3 clusters Score -1154805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1154812.625000 Penalty: 2757.213135
	Iteration 48Q: 3 clusters Score -1154813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1154818.875000 Penalty: 2757.213135
	Iteration 49Q: 3 clusters Score -1154819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1154827.125000 Penalty: 2757.213135
	Iteration 50Q: 3 clusters Score -1154827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1154832.500000 Penalty: 2757.213135
	Iteration 51Q: 3 clusters Score -1154832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1154836.375000 Penalty: 2757.213135
	Iteration 52Q: 3 clusters Score -1154836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1154837.750000 Penalty: 2757.213135
	Iteration 53Q: 3 clusters Score -1154838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1154842.000000 Penalty: 2757.213135
	Iteration 54Q: 3 clusters Score -1154842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1154844.375000 Penalty: 2757.213135
	Iteration 55Q: 3 clusters Score -1154844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1154846.625000 Penalty: 2757.213135
	Iteration 56Q: 3 clusters Score -1154847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1154846.750000 Penalty: 2757.213135
	Iteration 57Q: 3 clusters Score -1154847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1154850.250000 Penalty: 2757.213135
	Iteration 58Q: 3 clusters Score -1154850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1154851.875000 Penalty: 2757.213135
	Iteration 59Q: 3 clusters Score -1154852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1154850.625000 Penalty: 2757.213135
	Iteration 60F: 3 clusters Score -1154851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1154852.125000 Penalty: 2757.213135
	Iteration 61Q: 3 clusters Score -1154852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1154852.125000 Penalty: 2757.213135
	Iteration 62F: 3 clusters Score -1154852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -894852.625000 Penalty: 1338.166504
	Iteration 0F: 2 clusters Score -894852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -889290.375000 Penalty: 2676.333008
	Iteration 0F: 3 clusters Score -889290.4 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -891011.375000 Penalty: 2676.333008
	Iteration 1F: 3 clusters Score -891011.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -891277.812500 Penalty: 2676.333008
	Iteration 2F: 3 clusters Score -891277.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -891476.062500 Penalty: 2676.333008
	Iteration 3F: 3 clusters Score -891476.1 nChanged 363
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: -891651.937500 Penalty: 2676.333008
	Iteration 4Q: 3 clusters Score -891651.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -891787.500000 Penalty: 2676.333008
	Iteration 5Q: 3 clusters Score -891787.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -891898.437500 Penalty: 2676.333008
	Iteration 6Q: 3 clusters Score -891898.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -891995.250000 Penalty: 2676.333008
	Iteration 7Q: 3 clusters Score -891995.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -892078.750000 Penalty: 2676.333008
	Iteration 8Q: 3 clusters Score -892078.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -892155.500000 Penalty: 2676.333008
	Iteration 9Q: 3 clusters Score -892155.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -892229.437500 Penalty: 2676.333008
	Iteration 10Q: 3 clusters Score -892229.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -892300.437500 Penalty: 2676.333008
	Iteration 11Q: 3 clusters Score -892300.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -892373.250000 Penalty: 2676.333008
	Iteration 12Q: 3 clusters Score -892373.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -892459.375000 Penalty: 2676.333008
	Iteration 13Q: 3 clusters Score -892459.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -892545.812500 Penalty: 2676.333008
	Iteration 14Q: 3 clusters Score -892545.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -892630.250000 Penalty: 2676.333008
	Iteration 15Q: 3 clusters Score -892630.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -892699.562500 Penalty: 2676.333008
	Iteration 16Q: 3 clusters Score -892699.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -892779.687500 Penalty: 2676.333008
	Iteration 17Q: 3 clusters Score -892779.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -892864.125000 Penalty: 2676.333008
	Iteration 18Q: 3 clusters Score -892864.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -892950.625000 Penalty: 2676.333008
	Iteration 19Q: 3 clusters Score -892950.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -893068.250000 Penalty: 2676.333008
	Iteration 20F: 3 clusters Score -893068.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -893197.937500 Penalty: 2676.333008
	Iteration 21Q: 3 clusters Score -893197.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -893315.125000 Penalty: 2676.333008
	Iteration 22Q: 3 clusters Score -893315.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -893401.750000 Penalty: 2676.333008
	Iteration 23Q: 3 clusters Score -893401.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -893466.375000 Penalty: 2676.333008
	Iteration 24Q: 3 clusters Score -893466.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -893519.250000 Penalty: 2676.333008
	Iteration 25Q: 3 clusters Score -893519.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -893574.750000 Penalty: 2676.333008
	Iteration 26Q: 3 clusters Score -893574.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -893627.000000 Penalty: 2676.333008
	Iteration 27Q: 3 clusters Score -893627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -893672.812500 Penalty: 2676.333008
	Iteration 28Q: 3 clusters Score -893672.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -893708.687500 Penalty: 2676.333008
	Iteration 29Q: 3 clusters Score -893708.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -893736.062500 Penalty: 2676.333008
	Iteration 30Q: 3 clusters Score -893736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -893758.062500 Penalty: 2676.333008
	Iteration 31Q: 3 clusters Score -893758.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -893777.312500 Penalty: 2676.333008
	Iteration 32Q: 3 clusters Score -893777.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -893793.062500 Penalty: 2676.333008
	Iteration 33Q: 3 clusters Score -893793.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -893810.312500 Penalty: 2676.333008
	Iteration 34Q: 3 clusters Score -893810.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -893828.750000 Penalty: 2676.333008
	Iteration 35Q: 3 clusters Score -893828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -893838.375000 Penalty: 2676.333008
	Iteration 36Q: 3 clusters Score -893838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -893851.250000 Penalty: 2676.333008
	Iteration 37Q: 3 clusters Score -893851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -893859.562500 Penalty: 2676.333008
	Iteration 38Q: 3 clusters Score -893859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -893868.687500 Penalty: 2676.333008
	Iteration 39Q: 3 clusters Score -893868.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -893878.250000 Penalty: 2676.333008
	Iteration 40F: 3 clusters Score -893878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -893890.812500 Penalty: 2676.333008
	Iteration 41Q: 3 clusters Score -893890.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -893903.812500 Penalty: 2676.333008
	Iteration 42Q: 3 clusters Score -893903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -893908.687500 Penalty: 2676.333008
	Iteration 43Q: 3 clusters Score -893908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -893916.125000 Penalty: 2676.333008
	Iteration 44Q: 3 clusters Score -893916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -893926.062500 Penalty: 2676.333008
	Iteration 45Q: 3 clusters Score -893926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -893927.687500 Penalty: 2676.333008
	Iteration 46Q: 3 clusters Score -893927.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -893935.937500 Penalty: 2676.333008
	Iteration 47Q: 3 clusters Score -893935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -893938.937500 Penalty: 2676.333008
	Iteration 48Q: 3 clusters Score -893938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -893941.812500 Penalty: 2676.333008
	Iteration 49Q: 3 clusters Score -893941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -893946.062500 Penalty: 2676.333008
	Iteration 50Q: 3 clusters Score -893946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -893948.375000 Penalty: 2676.333008
	Iteration 51Q: 3 clusters Score -893948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -893951.375000 Penalty: 2676.333008
	Iteration 52Q: 3 clusters Score -893951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -893954.812500 Penalty: 2676.333008
	Iteration 53Q: 3 clusters Score -893954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -893956.875000 Penalty: 2676.333008
	Iteration 54Q: 3 clusters Score -893956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -893956.875000 Penalty: 2676.333008
	Iteration 55F: 3 clusters Score -893956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -471325.812500 Penalty: 1240.775513
	Iteration 0F: 2 clusters Score -471325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -468111.500000 Penalty: 2481.551025
	Iteration 0F: 3 clusters Score -468111.5 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -469076.437500 Penalty: 2481.551025
	Iteration 1F: 3 clusters Score -469076.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -469335.250000 Penalty: 2481.551025
	Iteration 2F: 3 clusters Score -469335.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -469515.718750 Penalty: 2481.551025
	Iteration 3F: 3 clusters Score -469515.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -469685.000000 Penalty: 2481.551025
	Iteration 4Q: 3 clusters Score -469685 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -469836.937500 Penalty: 2481.551025
	Iteration 5Q: 3 clusters Score -469836.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -469954.125000 Penalty: 2481.551025
	Iteration 6Q: 3 clusters Score -469954.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -470066.312500 Penalty: 2481.551025
	Iteration 7Q: 3 clusters Score -470066.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -470167.687500 Penalty: 2481.551025
	Iteration 8Q: 3 clusters Score -470167.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -470258.343750 Penalty: 2481.551025
	Iteration 9Q: 3 clusters Score -470258.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -470350.843750 Penalty: 2481.551025
	Iteration 10Q: 3 clusters Score -470350.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -470424.937500 Penalty: 2481.551025
	Iteration 11Q: 3 clusters Score -470424.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -470480.312500 Penalty: 2481.551025
	Iteration 12Q: 3 clusters Score -470480.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -470522.375000 Penalty: 2481.551025
	Iteration 13Q: 3 clusters Score -470522.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -470551.750000 Penalty: 2481.551025
	Iteration 14Q: 3 clusters Score -470551.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -470580.062500 Penalty: 2481.551025
	Iteration 15Q: 3 clusters Score -470580.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -470606.187500 Penalty: 2481.551025
	Iteration 16Q: 3 clusters Score -470606.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -470621.968750 Penalty: 2481.551025
	Iteration 17Q: 3 clusters Score -470622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -470634.937500 Penalty: 2481.551025
	Iteration 18Q: 3 clusters Score -470634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -470640.750000 Penalty: 2481.551025
	Iteration 19Q: 3 clusters Score -470640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -470647.125000 Penalty: 2481.551025
	Iteration 20F: 3 clusters Score -470647.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -470653.250000 Penalty: 2481.551025
	Iteration 21Q: 3 clusters Score -470653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -470656.781250 Penalty: 2481.551025
	Iteration 22Q: 3 clusters Score -470656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -470658.187500 Penalty: 2481.551025
	Iteration 23Q: 3 clusters Score -470658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -470658.843750 Penalty: 2481.551025
	Iteration 24Q: 3 clusters Score -470658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -470660.875000 Penalty: 2481.551025
	Iteration 25Q: 3 clusters Score -470660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -470660.875000 Penalty: 2481.551025
	Iteration 26F: 3 clusters Score -470660.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -27674.228516 Penalty: 855.982788
	Iteration 0F: 2 clusters Score -27674.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26929.906250 Penalty: 1711.965576
	Iteration 0F: 3 clusters Score -26929.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27035.505859 Penalty: 1711.965576
	Iteration 1F: 3 clusters Score -27035.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27056.851562 Penalty: 1711.965576
	Iteration 2Q: 3 clusters Score -27056.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27070.414062 Penalty: 1711.965576
	Iteration 3Q: 3 clusters Score -27070.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27074.107422 Penalty: 1711.965576
	Iteration 4Q: 3 clusters Score -27074.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27074.107422 Penalty: 1711.965576
	Iteration 5F: 3 clusters Score -27074.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Entering Unmasked Estep 
Score: -5951371.000000 Penalty: 1619.199951
	Iteration 0F: 2 clusters Score -5951371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5916709.500000 Penalty: 3238.399902
	Iteration 0F: 3 clusters Score -5916710 nChanged 24723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5930368.500000 Penalty: 3238.399902
	Iteration 1F: 3 clusters Score -5930368 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -5931304.500000 Penalty: 3238.399902
	Iteration 2Q: 3 clusters Score -5931304 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -5932459.500000 Penalty: 3238.399902
	Iteration 3F: 3 clusters Score -5932460 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -5934123.500000 Penalty: 3238.399902
	Iteration 4F: 3 clusters Score -5934124 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5936357.500000 Penalty: 3238.399902
	Iteration 5F: 3 clusters Score -5936358 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -5939170.500000 Penalty: 3238.399902
	Iteration 6F: 3 clusters Score -5939170 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -5942195.500000 Penalty: 3238.399902
	Iteration 7F: 3 clusters Score -5942196 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5944783.000000 Penalty: 3238.399902
	Iteration 8F: 3 clusters Score -5944783 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5946625.500000 Penalty: 3238.399902
	Iteration 9Q: 3 clusters Score -5946626 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5947735.000000 Penalty: 3238.399902
	Iteration 10Q: 3 clusters Score -5947735 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5948412.500000 Penalty: 3238.399902
	Iteration 11Q: 3 clusters Score -5948412 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5948849.000000 Penalty: 3238.399902
	Iteration 12Q: 3 clusters Score -5948849 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5949157.500000 Penalty: 3238.399902
	Iteration 13Q: 3 clusters Score -5949158 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5949403.000000 Penalty: 3238.399902
	Iteration 14Q: 3 clusters Score -5949403 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5949561.500000 Penalty: 3238.399902
	Iteration 15Q: 3 clusters Score -5949562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5949702.500000 Penalty: 3238.399902
	Iteration 16Q: 3 clusters Score -5949702 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5949799.500000 Penalty: 3238.399902
	Iteration 17Q: 3 clusters Score -5949800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5949869.500000 Penalty: 3238.399902
	Iteration 18Q: 3 clusters Score -5949870 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5949896.000000 Penalty: 3238.399902
	Iteration 19Q: 3 clusters Score -5949896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5949935.500000 Penalty: 3238.399902
	Iteration 20F: 3 clusters Score -5949936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5949966.500000 Penalty: 3238.399902
	Iteration 21Q: 3 clusters Score -5949966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5949978.000000 Penalty: 3238.399902
	Iteration 22Q: 3 clusters Score -5949978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5949991.000000 Penalty: 3238.399902
	Iteration 23Q: 3 clusters Score -5949991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5950020.500000 Penalty: 3238.399902
	Iteration 24Q: 3 clusters Score -5950020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5950031.500000 Penalty: 3238.399902
	Iteration 25Q: 3 clusters Score -5950032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5950042.500000 Penalty: 3238.399902
	Iteration 26Q: 3 clusters Score -5950042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5950053.500000 Penalty: 3238.399902
	Iteration 27Q: 3 clusters Score -5950054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5950055.000000 Penalty: 3238.399902
	Iteration 28Q: 3 clusters Score -5950055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5950074.500000 Penalty: 3238.399902
	Iteration 29Q: 3 clusters Score -5950074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5950088.000000 Penalty: 3238.399902
	Iteration 30Q: 3 clusters Score -5950088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5950095.000000 Penalty: 3238.399902
	Iteration 31Q: 3 clusters Score -5950095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5950100.500000 Penalty: 3238.399902
	Iteration 32Q: 3 clusters Score -5950100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5950103.000000 Penalty: 3238.399902
	Iteration 33Q: 3 clusters Score -5950103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5950100.000000 Penalty: 3238.399902
	Iteration 34Q: 3 clusters Score -5950100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5950108.500000 Penalty: 3238.399902
	Iteration 35Q: 3 clusters Score -5950108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5950107.000000 Penalty: 3238.399902
	Iteration 36Q: 3 clusters Score -5950107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5950115.500000 Penalty: 3238.399902
	Iteration 37Q: 3 clusters Score -5950116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5950119.000000 Penalty: 3238.399902
	Iteration 38Q: 3 clusters Score -5950119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5950121.500000 Penalty: 3238.399902
	Iteration 39Q: 3 clusters Score -5950122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5950129.000000 Penalty: 3238.399902
	Iteration 40F: 3 clusters Score -5950129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5950126.500000 Penalty: 3238.399902
	Iteration 41Q: 3 clusters Score -5950126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5950135.000000 Penalty: 3238.399902
	Iteration 42Q: 3 clusters Score -5950135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5950128.500000 Penalty: 3238.399902
	Iteration 43Q: 3 clusters Score -5950128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5950133.500000 Penalty: 3238.399902
	Iteration 44Q: 3 clusters Score -5950134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5950146.000000 Penalty: 3238.399902
	Iteration 45Q: 3 clusters Score -5950146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5950150.500000 Penalty: 3238.399902
	Iteration 46Q: 3 clusters Score -5950150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5950153.000000 Penalty: 3238.399902
	Iteration 47Q: 3 clusters Score -5950153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5950151.000000 Penalty: 3238.399902
	Iteration 48Q: 3 clusters Score -5950151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5950157.500000 Penalty: 3238.399902
	Iteration 49Q: 3 clusters Score -5950158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5950153.500000 Penalty: 3238.399902
	Iteration 50Q: 3 clusters Score -5950154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5950153.500000 Penalty: 3238.399902
	Iteration 51F: 3 clusters Score -5950154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -307463.781250 Penalty: 1201.043823
	Iteration 0F: 2 clusters Score -307463.8 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 1637 members 
Entering Unmasked Estep 
Score: -304927.031250 Penalty: 2402.087646
	Iteration 0F: 3 clusters Score -304927 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -305752.250000 Penalty: 2402.087646
	Iteration 1F: 3 clusters Score -305752.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -306071.406250 Penalty: 2402.087646
	Iteration 2F: 3 clusters Score -306071.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -306286.062500 Penalty: 2402.087646
	Iteration 3F: 3 clusters Score -306286.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -306440.875000 Penalty: 2402.087646
	Iteration 4F: 3 clusters Score -306440.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -306544.812500 Penalty: 2402.087646
	Iteration 5Q: 3 clusters Score -306544.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -306628.281250 Penalty: 2402.087646
	Iteration 6Q: 3 clusters Score -306628.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -306703.156250 Penalty: 2402.087646
	Iteration 7Q: 3 clusters Score -306703.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -306771.343750 Penalty: 2402.087646
	Iteration 8Q: 3 clusters Score -306771.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306831.218750 Penalty: 2402.087646
	Iteration 9Q: 3 clusters Score -306831.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -306902.281250 Penalty: 2402.087646
	Iteration 10Q: 3 clusters Score -306902.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -306961.906250 Penalty: 2402.087646
	Iteration 11Q: 3 clusters Score -306961.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -307004.500000 Penalty: 2402.087646
	Iteration 12Q: 3 clusters Score -307004.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -307038.312500 Penalty: 2402.087646
	Iteration 13Q: 3 clusters Score -307038.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -307060.843750 Penalty: 2402.087646
	Iteration 14Q: 3 clusters Score -307060.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -307081.843750 Penalty: 2402.087646
	Iteration 15Q: 3 clusters Score -307081.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -307096.687500 Penalty: 2402.087646
	Iteration 16Q: 3 clusters Score -307096.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -307111.750000 Penalty: 2402.087646
	Iteration 17Q: 3 clusters Score -307111.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -307125.500000 Penalty: 2402.087646
	Iteration 18Q: 3 clusters Score -307125.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -307140.593750 Penalty: 2402.087646
	Iteration 19Q: 3 clusters Score -307140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -307150.593750 Penalty: 2402.087646
	Iteration 20F: 3 clusters Score -307150.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -307158.687500 Penalty: 2402.087646
	Iteration 21Q: 3 clusters Score -307158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -307161.718750 Penalty: 2402.087646
	Iteration 22Q: 3 clusters Score -307161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -307163.062500 Penalty: 2402.087646
	Iteration 23Q: 3 clusters Score -307163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -307165.156250 Penalty: 2402.087646
	Iteration 24Q: 3 clusters Score -307165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -307166.625000 Penalty: 2402.087646
	Iteration 25Q: 3 clusters Score -307166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -307170.812500 Penalty: 2402.087646
	Iteration 26Q: 3 clusters Score -307170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -307178.125000 Penalty: 2402.087646
	Iteration 27Q: 3 clusters Score -307178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -307180.312500 Penalty: 2402.087646
	Iteration 28Q: 3 clusters Score -307180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -307182.875000 Penalty: 2402.087646
	Iteration 29Q: 3 clusters Score -307182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -307185.625000 Penalty: 2402.087646
	Iteration 30Q: 3 clusters Score -307185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -307186.562500 Penalty: 2402.087646
	Iteration 31Q: 3 clusters Score -307186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -307186.843750 Penalty: 2402.087646
	Iteration 32Q: 3 clusters Score -307186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -307186.968750 Penalty: 2402.087646
	Iteration 33Q: 3 clusters Score -307187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -307188.093750 Penalty: 2402.087646
	Iteration 34Q: 3 clusters Score -307188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -307188.843750 Penalty: 2402.087646
	Iteration 35Q: 3 clusters Score -307188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -307188.843750 Penalty: 2402.087646
	Iteration 36F: 3 clusters Score -307188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -317535.000000 Penalty: 1187.376587
	Iteration 0F: 2 clusters Score -317535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -315100.750000 Penalty: 2374.753174
	Iteration 0F: 3 clusters Score -315100.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -315772.437500 Penalty: 2374.753174
	Iteration 1F: 3 clusters Score -315772.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -315941.750000 Penalty: 2374.753174
	Iteration 2F: 3 clusters Score -315941.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -316027.687500 Penalty: 2374.753174
	Iteration 3Q: 3 clusters Score -316027.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -316078.968750 Penalty: 2374.753174
	Iteration 4Q: 3 clusters Score -316079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -316113.843750 Penalty: 2374.753174
	Iteration 5Q: 3 clusters Score -316113.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -316151.218750 Penalty: 2374.753174
	Iteration 6Q: 3 clusters Score -316151.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -316184.218750 Penalty: 2374.753174
	Iteration 7Q: 3 clusters Score -316184.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -316210.843750 Penalty: 2374.753174
	Iteration 8Q: 3 clusters Score -316210.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -316234.937500 Penalty: 2374.753174
	Iteration 9Q: 3 clusters Score -316234.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316250.906250 Penalty: 2374.753174
	Iteration 10Q: 3 clusters Score -316250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -316263.781250 Penalty: 2374.753174
	Iteration 11Q: 3 clusters Score -316263.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -316277.093750 Penalty: 2374.753174
	Iteration 12Q: 3 clusters Score -316277.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -316290.281250 Penalty: 2374.753174
	Iteration 13Q: 3 clusters Score -316290.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -316306.593750 Penalty: 2374.753174
	Iteration 14Q: 3 clusters Score -316306.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316318.562500 Penalty: 2374.753174
	Iteration 15Q: 3 clusters Score -316318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -316327.312500 Penalty: 2374.753174
	Iteration 16Q: 3 clusters Score -316327.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -316336.125000 Penalty: 2374.753174
	Iteration 17Q: 3 clusters Score -316336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -316340.718750 Penalty: 2374.753174
	Iteration 18Q: 3 clusters Score -316340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316342.406250 Penalty: 2374.753174
	Iteration 19Q: 3 clusters Score -316342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -316347.687500 Penalty: 2374.753174
	Iteration 20F: 3 clusters Score -316347.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -316350.468750 Penalty: 2374.753174
	Iteration 21Q: 3 clusters Score -316350.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -316352.375000 Penalty: 2374.753174
	Iteration 22Q: 3 clusters Score -316352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316356.406250 Penalty: 2374.753174
	Iteration 23Q: 3 clusters Score -316356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -316360.781250 Penalty: 2374.753174
	Iteration 24Q: 3 clusters Score -316360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -316364.218750 Penalty: 2374.753174
	Iteration 25Q: 3 clusters Score -316364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -316367.781250 Penalty: 2374.753174
	Iteration 26Q: 3 clusters Score -316367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -316372.562500 Penalty: 2374.753174
	Iteration 27Q: 3 clusters Score -316372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -316374.625000 Penalty: 2374.753174
	Iteration 28Q: 3 clusters Score -316374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -316374.375000 Penalty: 2374.753174
	Iteration 29Q: 3 clusters Score -316374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -316374.375000 Penalty: 2374.753174
	Iteration 30F: 3 clusters Score -316374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Entering Unmasked Estep 
Score: -7403201.000000 Penalty: 1644.712158
	Iteration 0F: 2 clusters Score -7403201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -7362335.000000 Penalty: 3289.424316
	Iteration 0F: 3 clusters Score -7362335 nChanged 29482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -7378824.000000 Penalty: 3289.424316
	Iteration 1F: 3 clusters Score -7378824 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -7379681.500000 Penalty: 3289.424316
	Iteration 2Q: 3 clusters Score -7379682 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -7380761.000000 Penalty: 3289.424316
	Iteration 3Q: 3 clusters Score -7380761 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -7382485.500000 Penalty: 3289.424316
	Iteration 4F: 3 clusters Score -7382486 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -7385201.000000 Penalty: 3289.424316
	Iteration 5F: 3 clusters Score -7385201 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -7389194.000000 Penalty: 3289.424316
	Iteration 6F: 3 clusters Score -7389194 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -7394033.500000 Penalty: 3289.424316
	Iteration 7F: 3 clusters Score -7394034 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7397892.500000 Penalty: 3289.424316
	Iteration 8F: 3 clusters Score -7397892 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7400144.500000 Penalty: 3289.424316
	Iteration 9Q: 3 clusters Score -7400144 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7401143.000000 Penalty: 3289.424316
	Iteration 10Q: 3 clusters Score -7401143 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7401514.000000 Penalty: 3289.424316
	Iteration 11Q: 3 clusters Score -7401514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7401651.000000 Penalty: 3289.424316
	Iteration 12Q: 3 clusters Score -7401651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7401754.500000 Penalty: 3289.424316
	Iteration 13Q: 3 clusters Score -7401754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7401791.000000 Penalty: 3289.424316
	Iteration 14Q: 3 clusters Score -7401791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7401803.000000 Penalty: 3289.424316
	Iteration 15Q: 3 clusters Score -7401803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7401827.500000 Penalty: 3289.424316
	Iteration 16Q: 3 clusters Score -7401828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7401846.000000 Penalty: 3289.424316
	Iteration 17Q: 3 clusters Score -7401846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7401874.500000 Penalty: 3289.424316
	Iteration 18Q: 3 clusters Score -7401874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7401881.500000 Penalty: 3289.424316
	Iteration 19Q: 3 clusters Score -7401882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7401892.000000 Penalty: 3289.424316
	Iteration 20F: 3 clusters Score -7401892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7401898.000000 Penalty: 3289.424316
	Iteration 21Q: 3 clusters Score -7401898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7401899.000000 Penalty: 3289.424316
	Iteration 22Q: 3 clusters Score -7401899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7401906.500000 Penalty: 3289.424316
	Iteration 23Q: 3 clusters Score -7401906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7401907.500000 Penalty: 3289.424316
	Iteration 24Q: 3 clusters Score -7401908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7401907.500000 Penalty: 3289.424316
	Iteration 25F: 3 clusters Score -7401908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Entering Unmasked Estep 
Score: -1159758.250000 Penalty: 1368.325195
	Iteration 0F: 2 clusters Score -1159758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1153157.875000 Penalty: 2736.650391
	Iteration 0F: 3 clusters Score -1153158 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1155286.000000 Penalty: 2736.650391
	Iteration 1F: 3 clusters Score -1155286 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1155595.250000 Penalty: 2736.650391
	Iteration 2F: 3 clusters Score -1155595 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1155815.875000 Penalty: 2736.650391
	Iteration 3F: 3 clusters Score -1155816 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1156019.875000 Penalty: 2736.650391
	Iteration 4Q: 3 clusters Score -1156020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1156205.500000 Penalty: 2736.650391
	Iteration 5Q: 3 clusters Score -1156206 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1156383.500000 Penalty: 2736.650391
	Iteration 6Q: 3 clusters Score -1156384 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1156555.125000 Penalty: 2736.650391
	Iteration 7Q: 3 clusters Score -1156555 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1156727.375000 Penalty: 2736.650391
	Iteration 8Q: 3 clusters Score -1156727 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1156890.500000 Penalty: 2736.650391
	Iteration 9Q: 3 clusters Score -1156890 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1157050.000000 Penalty: 2736.650391
	Iteration 10Q: 3 clusters Score -1157050 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1157191.125000 Penalty: 2736.650391
	Iteration 11Q: 3 clusters Score -1157191 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1157311.125000 Penalty: 2736.650391
	Iteration 12Q: 3 clusters Score -1157311 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1157406.250000 Penalty: 2736.650391
	Iteration 13Q: 3 clusters Score -1157406 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1157476.875000 Penalty: 2736.650391
	Iteration 14Q: 3 clusters Score -1157477 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1157540.500000 Penalty: 2736.650391
	Iteration 15Q: 3 clusters Score -1157540 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1157585.875000 Penalty: 2736.650391
	Iteration 16Q: 3 clusters Score -1157586 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1157629.500000 Penalty: 2736.650391
	Iteration 17Q: 3 clusters Score -1157630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1157668.500000 Penalty: 2736.650391
	Iteration 18Q: 3 clusters Score -1157668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1157695.500000 Penalty: 2736.650391
	Iteration 19Q: 3 clusters Score -1157696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1157712.625000 Penalty: 2736.650391
	Iteration 20F: 3 clusters Score -1157713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1157725.750000 Penalty: 2736.650391
	Iteration 21Q: 3 clusters Score -1157726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1157728.625000 Penalty: 2736.650391
	Iteration 22Q: 3 clusters Score -1157729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1157738.375000 Penalty: 2736.650391
	Iteration 23Q: 3 clusters Score -1157738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1157741.500000 Penalty: 2736.650391
	Iteration 24Q: 3 clusters Score -1157742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1157744.375000 Penalty: 2736.650391
	Iteration 25Q: 3 clusters Score -1157744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1157748.750000 Penalty: 2736.650391
	Iteration 26Q: 3 clusters Score -1157749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1157749.875000 Penalty: 2736.650391
	Iteration 27Q: 3 clusters Score -1157750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1157755.750000 Penalty: 2736.650391
	Iteration 28Q: 3 clusters Score -1157756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1157759.250000 Penalty: 2736.650391
	Iteration 29Q: 3 clusters Score -1157759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1157758.250000 Penalty: 2736.650391
	Iteration 30Q: 3 clusters Score -1157758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1157758.375000 Penalty: 2736.650391
	Iteration 31Q: 3 clusters Score -1157758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1157758.750000 Penalty: 2736.650391
	Iteration 32Q: 3 clusters Score -1157759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1157762.000000 Penalty: 2736.650391
	Iteration 33Q: 3 clusters Score -1157762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1157764.625000 Penalty: 2736.650391
	Iteration 34Q: 3 clusters Score -1157765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1157762.625000 Penalty: 2736.650391
	Iteration 35Q: 3 clusters Score -1157763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1157766.500000 Penalty: 2736.650391
	Iteration 36Q: 3 clusters Score -1157766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1157768.250000 Penalty: 2736.650391
	Iteration 37Q: 3 clusters Score -1157768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1157766.375000 Penalty: 2736.650391
	Iteration 38Q: 3 clusters Score -1157766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1157766.250000 Penalty: 2736.650391
	Iteration 39Q: 3 clusters Score -1157766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1157768.375000 Penalty: 2736.650391
	Iteration 40F: 3 clusters Score -1157768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1157766.750000 Penalty: 2736.650391
	Iteration 41Q: 3 clusters Score -1157767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1157766.250000 Penalty: 2736.650391
	Iteration 42Q: 3 clusters Score -1157766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1157766.500000 Penalty: 2736.650391
	Iteration 43Q: 3 clusters Score -1157766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1157770.500000 Penalty: 2736.650391
	Iteration 44Q: 3 clusters Score -1157770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1157772.625000 Penalty: 2736.650391
	Iteration 45Q: 3 clusters Score -1157773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1157771.375000 Penalty: 2736.650391
	Iteration 46Q: 3 clusters Score -1157771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1157772.875000 Penalty: 2736.650391
	Iteration 47Q: 3 clusters Score -1157773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1157773.250000 Penalty: 2736.650391
	Iteration 48Q: 3 clusters Score -1157773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1157772.125000 Penalty: 2736.650391
	Iteration 49Q: 3 clusters Score -1157772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1157772.000000 Penalty: 2736.650391
	Iteration 50Q: 3 clusters Score -1157772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1157771.750000 Penalty: 2736.650391
	Iteration 51Q: 3 clusters Score -1157772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1157773.125000 Penalty: 2736.650391
	Iteration 52Q: 3 clusters Score -1157773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1157775.375000 Penalty: 2736.650391
	Iteration 53Q: 3 clusters Score -1157775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1157774.125000 Penalty: 2736.650391
	Iteration 54Q: 3 clusters Score -1157774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1157774.125000 Penalty: 2736.650391
	Iteration 55Q: 3 clusters Score -1157774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1157773.625000 Penalty: 2736.650391
	Iteration 56Q: 3 clusters Score -1157774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1157774.500000 Penalty: 2736.650391
	Iteration 57Q: 3 clusters Score -1157774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1157774.500000 Penalty: 2736.650391
	Iteration 58F: 3 clusters Score -1157774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Entering Unmasked Estep 
Score: -7227764.000000 Penalty: 1645.253296
	Iteration 0F: 2 clusters Score -7227764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -7186502.000000 Penalty: 3290.506592
	Iteration 0F: 3 clusters Score -7186502 nChanged 29626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -7203185.500000 Penalty: 3290.506592
	Iteration 1F: 3 clusters Score -7203186 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -7204079.000000 Penalty: 3290.506592
	Iteration 2Q: 3 clusters Score -7204079 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7205320.500000 Penalty: 3290.506592
	Iteration 3Q: 3 clusters Score -7205320 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7207091.000000 Penalty: 3290.506592
	Iteration 4F: 3 clusters Score -7207091 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -7209708.000000 Penalty: 3290.506592
	Iteration 5F: 3 clusters Score -7209708 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -7213269.000000 Penalty: 3290.506592
	Iteration 6F: 3 clusters Score -7213269 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -7217409.500000 Penalty: 3290.506592
	Iteration 7F: 3 clusters Score -7217410 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -7221044.500000 Penalty: 3290.506592
	Iteration 8F: 3 clusters Score -7221044 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -7223496.500000 Penalty: 3290.506592
	Iteration 9Q: 3 clusters Score -7223496 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -7224840.500000 Penalty: 3290.506592
	Iteration 10Q: 3 clusters Score -7224840 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -7225539.000000 Penalty: 3290.506592
	Iteration 11Q: 3 clusters Score -7225539 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -7225957.500000 Penalty: 3290.506592
	Iteration 12Q: 3 clusters Score -7225958 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -7226131.500000 Penalty: 3290.506592
	Iteration 13Q: 3 clusters Score -7226132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -7226248.000000 Penalty: 3290.506592
	Iteration 14Q: 3 clusters Score -7226248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -7226337.000000 Penalty: 3290.506592
	Iteration 15Q: 3 clusters Score -7226337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -7226394.000000 Penalty: 3290.506592
	Iteration 16Q: 3 clusters Score -7226394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -7226425.000000 Penalty: 3290.506592
	Iteration 17Q: 3 clusters Score -7226425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -7226454.000000 Penalty: 3290.506592
	Iteration 18Q: 3 clusters Score -7226454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -7226462.000000 Penalty: 3290.506592
	Iteration 19Q: 3 clusters Score -7226462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -7226477.500000 Penalty: 3290.506592
	Iteration 20F: 3 clusters Score -7226478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -7226476.500000 Penalty: 3290.506592
	Iteration 21Q: 3 clusters Score -7226476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -7226488.500000 Penalty: 3290.506592
	Iteration 22Q: 3 clusters Score -7226488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -7226503.500000 Penalty: 3290.506592
	Iteration 23Q: 3 clusters Score -7226504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -7226509.000000 Penalty: 3290.506592
	Iteration 24Q: 3 clusters Score -7226509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -7226511.000000 Penalty: 3290.506592
	Iteration 25Q: 3 clusters Score -7226511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -7226511.000000 Penalty: 3290.506592
	Iteration 26Q: 3 clusters Score -7226511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -7226514.500000 Penalty: 3290.506592
	Iteration 27Q: 3 clusters Score -7226514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -7226510.000000 Penalty: 3290.506592
	Iteration 28Q: 3 clusters Score -7226510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -7226507.000000 Penalty: 3290.506592
	Iteration 29Q: 3 clusters Score -7226507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -7226504.500000 Penalty: 3290.506592
	Iteration 30Q: 3 clusters Score -7226504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -7226508.000000 Penalty: 3290.506592
	Iteration 31Q: 3 clusters Score -7226508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -7226510.500000 Penalty: 3290.506592
	Iteration 32Q: 3 clusters Score -7226510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -7226508.500000 Penalty: 3290.506592
	Iteration 33Q: 3 clusters Score -7226508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -7226514.000000 Penalty: 3290.506592
	Iteration 34Q: 3 clusters Score -7226514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -7226510.500000 Penalty: 3290.506592
	Iteration 35Q: 3 clusters Score -7226510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -7226513.000000 Penalty: 3290.506592
	Iteration 36Q: 3 clusters Score -7226513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -7226513.000000 Penalty: 3290.506592
	Iteration 37F: 3 clusters Score -7226513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -558139.312500 Penalty: 1271.670044
	Iteration 0F: 2 clusters Score -558139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -554352.750000 Penalty: 2543.340088
	Iteration 0F: 3 clusters Score -554352.8 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -555462.375000 Penalty: 2543.340088
	Iteration 1F: 3 clusters Score -555462.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -555692.437500 Penalty: 2543.340088
	Iteration 2F: 3 clusters Score -555692.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -555847.500000 Penalty: 2543.340088
	Iteration 3F: 3 clusters Score -555847.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -555965.812500 Penalty: 2543.340088
	Iteration 4Q: 3 clusters Score -555965.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -556060.125000 Penalty: 2543.340088
	Iteration 5Q: 3 clusters Score -556060.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -556128.562500 Penalty: 2543.340088
	Iteration 6Q: 3 clusters Score -556128.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -556184.312500 Penalty: 2543.340088
	Iteration 7Q: 3 clusters Score -556184.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -556229.062500 Penalty: 2543.340088
	Iteration 8Q: 3 clusters Score -556229.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -556263.500000 Penalty: 2543.340088
	Iteration 9Q: 3 clusters Score -556263.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -556294.687500 Penalty: 2543.340088
	Iteration 10Q: 3 clusters Score -556294.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -556322.062500 Penalty: 2543.340088
	Iteration 11Q: 3 clusters Score -556322.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -556347.375000 Penalty: 2543.340088
	Iteration 12Q: 3 clusters Score -556347.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -556367.437500 Penalty: 2543.340088
	Iteration 13Q: 3 clusters Score -556367.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -556389.625000 Penalty: 2543.340088
	Iteration 14Q: 3 clusters Score -556389.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -556410.937500 Penalty: 2543.340088
	Iteration 15Q: 3 clusters Score -556410.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -556429.500000 Penalty: 2543.340088
	Iteration 16Q: 3 clusters Score -556429.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -556447.750000 Penalty: 2543.340088
	Iteration 17Q: 3 clusters Score -556447.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -556469.750000 Penalty: 2543.340088
	Iteration 18Q: 3 clusters Score -556469.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -556486.000000 Penalty: 2543.340088
	Iteration 19Q: 3 clusters Score -556486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -556497.062500 Penalty: 2543.340088
	Iteration 20F: 3 clusters Score -556497.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -556510.437500 Penalty: 2543.340088
	Iteration 21Q: 3 clusters Score -556510.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -556522.625000 Penalty: 2543.340088
	Iteration 22Q: 3 clusters Score -556522.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -556537.812500 Penalty: 2543.340088
	Iteration 23Q: 3 clusters Score -556537.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -556550.562500 Penalty: 2543.340088
	Iteration 24Q: 3 clusters Score -556550.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -556562.875000 Penalty: 2543.340088
	Iteration 25Q: 3 clusters Score -556562.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -556573.125000 Penalty: 2543.340088
	Iteration 26Q: 3 clusters Score -556573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -556583.187500 Penalty: 2543.340088
	Iteration 27Q: 3 clusters Score -556583.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -556594.125000 Penalty: 2543.340088
	Iteration 28Q: 3 clusters Score -556594.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -556611.187500 Penalty: 2543.340088
	Iteration 29Q: 3 clusters Score -556611.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -556628.437500 Penalty: 2543.340088
	Iteration 30Q: 3 clusters Score -556628.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -556644.125000 Penalty: 2543.340088
	Iteration 31Q: 3 clusters Score -556644.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -556658.375000 Penalty: 2543.340088
	Iteration 32Q: 3 clusters Score -556658.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -556672.687500 Penalty: 2543.340088
	Iteration 33Q: 3 clusters Score -556672.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -556685.000000 Penalty: 2543.340088
	Iteration 34Q: 3 clusters Score -556685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -556697.812500 Penalty: 2543.340088
	Iteration 35Q: 3 clusters Score -556697.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -556710.625000 Penalty: 2543.340088
	Iteration 36Q: 3 clusters Score -556710.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -556727.187500 Penalty: 2543.340088
	Iteration 37Q: 3 clusters Score -556727.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -556744.062500 Penalty: 2543.340088
	Iteration 38Q: 3 clusters Score -556744.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -556768.125000 Penalty: 2543.340088
	Iteration 39Q: 3 clusters Score -556768.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -556790.250000 Penalty: 2543.340088
	Iteration 40F: 3 clusters Score -556790.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -556815.187500 Penalty: 2543.340088
	Iteration 41Q: 3 clusters Score -556815.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -556834.437500 Penalty: 2543.340088
	Iteration 42Q: 3 clusters Score -556834.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -556853.437500 Penalty: 2543.340088
	Iteration 43Q: 3 clusters Score -556853.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -556877.937500 Penalty: 2543.340088
	Iteration 44Q: 3 clusters Score -556877.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -556907.437500 Penalty: 2543.340088
	Iteration 45Q: 3 clusters Score -556907.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -556933.437500 Penalty: 2543.340088
	Iteration 46Q: 3 clusters Score -556933.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -556957.125000 Penalty: 2543.340088
	Iteration 47Q: 3 clusters Score -556957.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -556978.687500 Penalty: 2543.340088
	Iteration 48Q: 3 clusters Score -556978.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -557000.687500 Penalty: 2543.340088
	Iteration 49Q: 3 clusters Score -557000.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -557021.062500 Penalty: 2543.340088
	Iteration 50Q: 3 clusters Score -557021.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -557033.250000 Penalty: 2543.340088
	Iteration 51Q: 3 clusters Score -557033.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -557039.250000 Penalty: 2543.340088
	Iteration 52Q: 3 clusters Score -557039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -557042.812500 Penalty: 2543.340088
	Iteration 53Q: 3 clusters Score -557042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -557046.812500 Penalty: 2543.340088
	Iteration 54Q: 3 clusters Score -557046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -557050.625000 Penalty: 2543.340088
	Iteration 55Q: 3 clusters Score -557050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -557052.125000 Penalty: 2543.340088
	Iteration 56Q: 3 clusters Score -557052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -557054.875000 Penalty: 2543.340088
	Iteration 57Q: 3 clusters Score -557054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -557058.312500 Penalty: 2543.340088
	Iteration 58Q: 3 clusters Score -557058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -557059.750000 Penalty: 2543.340088
	Iteration 59Q: 3 clusters Score -557059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -557061.875000 Penalty: 2543.340088
	Iteration 60F: 3 clusters Score -557061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -557063.875000 Penalty: 2543.340088
	Iteration 61Q: 3 clusters Score -557063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -557063.187500 Penalty: 2543.340088
	Iteration 62Q: 3 clusters Score -557063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -557063.500000 Penalty: 2543.340088
	Iteration 63Q: 3 clusters Score -557063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -557065.250000 Penalty: 2543.340088
	Iteration 64Q: 3 clusters Score -557065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -557067.500000 Penalty: 2543.340088
	Iteration 65Q: 3 clusters Score -557067.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -557070.250000 Penalty: 2543.340088
	Iteration 66Q: 3 clusters Score -557070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -557071.812500 Penalty: 2543.340088
	Iteration 67Q: 3 clusters Score -557071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -557075.125000 Penalty: 2543.340088
	Iteration 68Q: 3 clusters Score -557075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -557077.562500 Penalty: 2543.340088
	Iteration 69Q: 3 clusters Score -557077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -557078.250000 Penalty: 2543.340088
	Iteration 70Q: 3 clusters Score -557078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -557080.187500 Penalty: 2543.340088
	Iteration 71Q: 3 clusters Score -557080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -557082.125000 Penalty: 2543.340088
	Iteration 72Q: 3 clusters Score -557082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -557082.750000 Penalty: 2543.340088
	Iteration 73Q: 3 clusters Score -557082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -557082.562500 Penalty: 2543.340088
	Iteration 74Q: 3 clusters Score -557082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -557083.187500 Penalty: 2543.340088
	Iteration 75Q: 3 clusters Score -557083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -557084.312500 Penalty: 2543.340088
	Iteration 76Q: 3 clusters Score -557084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -557085.000000 Penalty: 2543.340088
	Iteration 77Q: 3 clusters Score -557085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -557084.500000 Penalty: 2543.340088
	Iteration 78Q: 3 clusters Score -557084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -557084.062500 Penalty: 2543.340088
	Iteration 79Q: 3 clusters Score -557084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -557084.062500 Penalty: 2543.340088
	Iteration 80F: 3 clusters Score -557084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (90460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Entering Unmasked Estep 
Score: -10485996.000000 Penalty: 1698.204346
	Iteration 0F: 2 clusters Score -1.0486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -10427776.000000 Penalty: 3396.408691
	Iteration 0F: 3 clusters Score -1.042778e+07 nChanged 42635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -10452390.000000 Penalty: 3396.408691
	Iteration 1F: 3 clusters Score -1.045239e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -10453476.000000 Penalty: 3396.408691
	Iteration 2Q: 3 clusters Score -1.045348e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -10454722.000000 Penalty: 3396.408691
	Iteration 3Q: 3 clusters Score -1.045472e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -10456195.000000 Penalty: 3396.408691
	Iteration 4Q: 3 clusters Score -1.04562e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -10457926.000000 Penalty: 3396.408691
	Iteration 5Q: 3 clusters Score -1.045793e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -10459984.000000 Penalty: 3396.408691
	Iteration 6Q: 3 clusters Score -1.045998e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -10462430.000000 Penalty: 3396.408691
	Iteration 7F: 3 clusters Score -1.046243e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -10465267.000000 Penalty: 3396.408691
	Iteration 8F: 3 clusters Score -1.046527e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -10468336.000000 Penalty: 3396.408691
	Iteration 9F: 3 clusters Score -1.046834e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -10470730.000000 Penalty: 3396.408691
	Iteration 10Q: 3 clusters Score -1.047073e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -10472190.000000 Penalty: 3396.408691
	Iteration 11Q: 3 clusters Score -1.047219e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -10472894.000000 Penalty: 3396.408691
	Iteration 12Q: 3 clusters Score -1.047289e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -10473172.000000 Penalty: 3396.408691
	Iteration 13Q: 3 clusters Score -1.047317e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -10473478.000000 Penalty: 3396.408691
	Iteration 14Q: 3 clusters Score -1.047348e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -10473691.000000 Penalty: 3396.408691
	Iteration 15Q: 3 clusters Score -1.047369e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -10473966.000000 Penalty: 3396.408691
	Iteration 16Q: 3 clusters Score -1.047397e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -10474211.000000 Penalty: 3396.408691
	Iteration 17Q: 3 clusters Score -1.047421e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -10474564.000000 Penalty: 3396.408691
	Iteration 18Q: 3 clusters Score -1.047456e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -10474912.000000 Penalty: 3396.408691
	Iteration 19Q: 3 clusters Score -1.047491e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -10475292.000000 Penalty: 3396.408691
	Iteration 20F: 3 clusters Score -1.047529e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -10475594.000000 Penalty: 3396.408691
	Iteration 21Q: 3 clusters Score -1.047559e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -10475991.000000 Penalty: 3396.408691
	Iteration 22Q: 3 clusters Score -1.047599e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -10476344.000000 Penalty: 3396.408691
	Iteration 23Q: 3 clusters Score -1.047634e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -10476713.000000 Penalty: 3396.408691
	Iteration 24Q: 3 clusters Score -1.047671e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -10477114.000000 Penalty: 3396.408691
	Iteration 25Q: 3 clusters Score -1.047711e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -10477625.000000 Penalty: 3396.408691
	Iteration 26Q: 3 clusters Score -1.047762e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -10478061.000000 Penalty: 3396.408691
	Iteration 27Q: 3 clusters Score -1.047806e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -10478568.000000 Penalty: 3396.408691
	Iteration 28Q: 3 clusters Score -1.047857e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -10479076.000000 Penalty: 3396.408691
	Iteration 29Q: 3 clusters Score -1.047908e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -10479549.000000 Penalty: 3396.408691
	Iteration 30Q: 3 clusters Score -1.047955e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -10479980.000000 Penalty: 3396.408691
	Iteration 31Q: 3 clusters Score -1.047998e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -10480381.000000 Penalty: 3396.408691
	Iteration 32Q: 3 clusters Score -1.048038e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -10480802.000000 Penalty: 3396.408691
	Iteration 33Q: 3 clusters Score -1.04808e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -10481243.000000 Penalty: 3396.408691
	Iteration 34Q: 3 clusters Score -1.048124e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -10481705.000000 Penalty: 3396.408691
	Iteration 35Q: 3 clusters Score -1.04817e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -10482082.000000 Penalty: 3396.408691
	Iteration 36Q: 3 clusters Score -1.048208e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -10482421.000000 Penalty: 3396.408691
	Iteration 37Q: 3 clusters Score -1.048242e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -10482637.000000 Penalty: 3396.408691
	Iteration 38Q: 3 clusters Score -1.048264e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -10482880.000000 Penalty: 3396.408691
	Iteration 39Q: 3 clusters Score -1.048288e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -10483140.000000 Penalty: 3396.408691
	Iteration 40F: 3 clusters Score -1.048314e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -10483293.000000 Penalty: 3396.408691
	Iteration 41Q: 3 clusters Score -1.048329e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -10483459.000000 Penalty: 3396.408691
	Iteration 42Q: 3 clusters Score -1.048346e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -10483559.000000 Penalty: 3396.408691
	Iteration 43Q: 3 clusters Score -1.048356e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -10483645.000000 Penalty: 3396.408691
	Iteration 44Q: 3 clusters Score -1.048364e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -10483717.000000 Penalty: 3396.408691
	Iteration 45Q: 3 clusters Score -1.048372e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -10483750.000000 Penalty: 3396.408691
	Iteration 46Q: 3 clusters Score -1.048375e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -10483804.000000 Penalty: 3396.408691
	Iteration 47Q: 3 clusters Score -1.04838e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -10483826.000000 Penalty: 3396.408691
	Iteration 48Q: 3 clusters Score -1.048383e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -10483871.000000 Penalty: 3396.408691
	Iteration 49Q: 3 clusters Score -1.048387e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -10483923.000000 Penalty: 3396.408691
	Iteration 50Q: 3 clusters Score -1.048392e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -10483986.000000 Penalty: 3396.408691
	Iteration 51Q: 3 clusters Score -1.048399e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10484024.000000 Penalty: 3396.408691
	Iteration 52Q: 3 clusters Score -1.048402e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -10484083.000000 Penalty: 3396.408691
	Iteration 53Q: 3 clusters Score -1.048408e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -10484125.000000 Penalty: 3396.408691
	Iteration 54Q: 3 clusters Score -1.048412e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -10484203.000000 Penalty: 3396.408691
	Iteration 55Q: 3 clusters Score -1.04842e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -10484257.000000 Penalty: 3396.408691
	Iteration 56Q: 3 clusters Score -1.048426e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -10484287.000000 Penalty: 3396.408691
	Iteration 57Q: 3 clusters Score -1.048429e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -10484330.000000 Penalty: 3396.408691
	Iteration 58Q: 3 clusters Score -1.048433e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -10484375.000000 Penalty: 3396.408691
	Iteration 59Q: 3 clusters Score -1.048438e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -10484359.000000 Penalty: 3396.408691
	Iteration 60F: 3 clusters Score -1.048436e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10484407.000000 Penalty: 3396.408691
	Iteration 61Q: 3 clusters Score -1.048441e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -10484451.000000 Penalty: 3396.408691
	Iteration 62Q: 3 clusters Score -1.048445e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10484491.000000 Penalty: 3396.408691
	Iteration 63Q: 3 clusters Score -1.048449e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -10484514.000000 Penalty: 3396.408691
	Iteration 64Q: 3 clusters Score -1.048451e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -10484524.000000 Penalty: 3396.408691
	Iteration 65Q: 3 clusters Score -1.048452e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10484556.000000 Penalty: 3396.408691
	Iteration 66Q: 3 clusters Score -1.048456e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -10484544.000000 Penalty: 3396.408691
	Iteration 67Q: 3 clusters Score -1.048454e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -10484538.000000 Penalty: 3396.408691
	Iteration 68Q: 3 clusters Score -1.048454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -10484542.000000 Penalty: 3396.408691
	Iteration 69Q: 3 clusters Score -1.048454e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -10484542.000000 Penalty: 3396.408691
	Iteration 70Q: 3 clusters Score -1.048454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10484567.000000 Penalty: 3396.408691
	Iteration 71Q: 3 clusters Score -1.048457e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -10484567.000000 Penalty: 3396.408691
	Iteration 72Q: 3 clusters Score -1.048457e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -10484603.000000 Penalty: 3396.408691
	Iteration 73Q: 3 clusters Score -1.04846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10484595.000000 Penalty: 3396.408691
	Iteration 74Q: 3 clusters Score -1.04846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10484619.000000 Penalty: 3396.408691
	Iteration 75Q: 3 clusters Score -1.048462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10484610.000000 Penalty: 3396.408691
	Iteration 76Q: 3 clusters Score -1.048461e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10484620.000000 Penalty: 3396.408691
	Iteration 77Q: 3 clusters Score -1.048462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10484616.000000 Penalty: 3396.408691
	Iteration 78Q: 3 clusters Score -1.048462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10484612.000000 Penalty: 3396.408691
	Iteration 79Q: 3 clusters Score -1.048461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -10484597.000000 Penalty: 3396.408691
	Iteration 80F: 3 clusters Score -1.04846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -10484611.000000 Penalty: 3396.408691
	Iteration 81Q: 3 clusters Score -1.048461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -10484609.000000 Penalty: 3396.408691
	Iteration 82Q: 3 clusters Score -1.048461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -10484620.000000 Penalty: 3396.408691
	Iteration 83Q: 3 clusters Score -1.048462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -10484615.000000 Penalty: 3396.408691
	Iteration 84Q: 3 clusters Score -1.048462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10484611.000000 Penalty: 3396.408691
	Iteration 85Q: 3 clusters Score -1.048461e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10484629.000000 Penalty: 3396.408691
	Iteration 86Q: 3 clusters Score -1.048463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10484646.000000 Penalty: 3396.408691
	Iteration 87Q: 3 clusters Score -1.048465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10484646.000000 Penalty: 3396.408691
	Iteration 88Q: 3 clusters Score -1.048465e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10484666.000000 Penalty: 3396.408691
	Iteration 89Q: 3 clusters Score -1.048467e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10484670.000000 Penalty: 3396.408691
	Iteration 90Q: 3 clusters Score -1.048467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10484675.000000 Penalty: 3396.408691
	Iteration 91Q: 3 clusters Score -1.048468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10484682.000000 Penalty: 3396.408691
	Iteration 92Q: 3 clusters Score -1.048468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10484700.000000 Penalty: 3396.408691
	Iteration 93Q: 3 clusters Score -1.04847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10484688.000000 Penalty: 3396.408691
	Iteration 94Q: 3 clusters Score -1.048469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10484712.000000 Penalty: 3396.408691
	Iteration 95Q: 3 clusters Score -1.048471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10484739.000000 Penalty: 3396.408691
	Iteration 96Q: 3 clusters Score -1.048474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10484734.000000 Penalty: 3396.408691
	Iteration 97Q: 3 clusters Score -1.048473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10484722.000000 Penalty: 3396.408691
	Iteration 98Q: 3 clusters Score -1.048472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10484713.000000 Penalty: 3396.408691
	Iteration 99Q: 3 clusters Score -1.048471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10484720.000000 Penalty: 3396.408691
	Iteration 100F: 3 clusters Score -1.048472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10484726.000000 Penalty: 3396.408691
	Iteration 101Q: 3 clusters Score -1.048473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10484725.000000 Penalty: 3396.408691
	Iteration 102Q: 3 clusters Score -1.048472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10484737.000000 Penalty: 3396.408691
	Iteration 103Q: 3 clusters Score -1.048474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10484771.000000 Penalty: 3396.408691
	Iteration 104Q: 3 clusters Score -1.048477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10484784.000000 Penalty: 3396.408691
	Iteration 105Q: 3 clusters Score -1.048478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10484774.000000 Penalty: 3396.408691
	Iteration 106Q: 3 clusters Score -1.048477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10484784.000000 Penalty: 3396.408691
	Iteration 107Q: 3 clusters Score -1.048478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -10484790.000000 Penalty: 3396.408691
	Iteration 108Q: 3 clusters Score -1.048479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10484785.000000 Penalty: 3396.408691
	Iteration 109Q: 3 clusters Score -1.048478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10484805.000000 Penalty: 3396.408691
	Iteration 110Q: 3 clusters Score -1.04848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10484800.000000 Penalty: 3396.408691
	Iteration 111Q: 3 clusters Score -1.04848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10484811.000000 Penalty: 3396.408691
	Iteration 112Q: 3 clusters Score -1.048481e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10484812.000000 Penalty: 3396.408691
	Iteration 113Q: 3 clusters Score -1.048481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10484803.000000 Penalty: 3396.408691
	Iteration 114Q: 3 clusters Score -1.04848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10484812.000000 Penalty: 3396.408691
	Iteration 115Q: 3 clusters Score -1.048481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10484821.000000 Penalty: 3396.408691
	Iteration 116Q: 3 clusters Score -1.048482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10484821.000000 Penalty: 3396.408691
	Iteration 117Q: 3 clusters Score -1.048482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10484821.000000 Penalty: 3396.408691
	Iteration 118Q: 3 clusters Score -1.048482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10484826.000000 Penalty: 3396.408691
	Iteration 119Q: 3 clusters Score -1.048483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10484828.000000 Penalty: 3396.408691
	Iteration 120F: 3 clusters Score -1.048483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10484834.000000 Penalty: 3396.408691
	Iteration 121Q: 3 clusters Score -1.048483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10484847.000000 Penalty: 3396.408691
	Iteration 122Q: 3 clusters Score -1.048485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10484843.000000 Penalty: 3396.408691
	Iteration 123Q: 3 clusters Score -1.048484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10484839.000000 Penalty: 3396.408691
	Iteration 124Q: 3 clusters Score -1.048484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10484839.000000 Penalty: 3396.408691
	Iteration 125F: 3 clusters Score -1.048484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Entering Unmasked Estep 
Score: -3761767.500000 Penalty: 1544.567261
	Iteration 0F: 2 clusters Score -3761768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3740870.250000 Penalty: 3089.134521
	Iteration 0F: 3 clusters Score -3740870 nChanged 14410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3748641.500000 Penalty: 3089.134521
	Iteration 1F: 3 clusters Score -3748642 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3749206.500000 Penalty: 3089.134521
	Iteration 2Q: 3 clusters Score -3749206 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3749784.750000 Penalty: 3089.134521
	Iteration 3Q: 3 clusters Score -3749785 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3750562.500000 Penalty: 3089.134521
	Iteration 4Q: 3 clusters Score -3750562 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3751604.750000 Penalty: 3089.134521
	Iteration 5F: 3 clusters Score -3751605 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3752930.500000 Penalty: 3089.134521
	Iteration 6F: 3 clusters Score -3752930 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3754528.000000 Penalty: 3089.134521
	Iteration 7F: 3 clusters Score -3754528 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3756137.000000 Penalty: 3089.134521
	Iteration 8F: 3 clusters Score -3756137 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3757496.250000 Penalty: 3089.134521
	Iteration 9F: 3 clusters Score -3757496 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3758428.750000 Penalty: 3089.134521
	Iteration 10Q: 3 clusters Score -3758429 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3758954.000000 Penalty: 3089.134521
	Iteration 11Q: 3 clusters Score -3758954 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3759229.000000 Penalty: 3089.134521
	Iteration 12Q: 3 clusters Score -3759229 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3759388.750000 Penalty: 3089.134521
	Iteration 13Q: 3 clusters Score -3759389 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3759477.000000 Penalty: 3089.134521
	Iteration 14Q: 3 clusters Score -3759477 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3759569.000000 Penalty: 3089.134521
	Iteration 15Q: 3 clusters Score -3759569 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3759600.500000 Penalty: 3089.134521
	Iteration 16Q: 3 clusters Score -3759600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3759632.500000 Penalty: 3089.134521
	Iteration 17Q: 3 clusters Score -3759632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3759658.000000 Penalty: 3089.134521
	Iteration 18Q: 3 clusters Score -3759658 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3759688.750000 Penalty: 3089.134521
	Iteration 19Q: 3 clusters Score -3759689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3759723.000000 Penalty: 3089.134521
	Iteration 20F: 3 clusters Score -3759723 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3759732.250000 Penalty: 3089.134521
	Iteration 21Q: 3 clusters Score -3759732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3759733.750000 Penalty: 3089.134521
	Iteration 22Q: 3 clusters Score -3759734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3759750.500000 Penalty: 3089.134521
	Iteration 23Q: 3 clusters Score -3759750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3759770.750000 Penalty: 3089.134521
	Iteration 24Q: 3 clusters Score -3759771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3759769.750000 Penalty: 3089.134521
	Iteration 25Q: 3 clusters Score -3759770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3759791.750000 Penalty: 3089.134521
	Iteration 26Q: 3 clusters Score -3759792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3759794.250000 Penalty: 3089.134521
	Iteration 27Q: 3 clusters Score -3759794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3759800.250000 Penalty: 3089.134521
	Iteration 28Q: 3 clusters Score -3759800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3759809.500000 Penalty: 3089.134521
	Iteration 29Q: 3 clusters Score -3759810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3759833.500000 Penalty: 3089.134521
	Iteration 30Q: 3 clusters Score -3759834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3759844.500000 Penalty: 3089.134521
	Iteration 31Q: 3 clusters Score -3759844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3759862.250000 Penalty: 3089.134521
	Iteration 32Q: 3 clusters Score -3759862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3759884.750000 Penalty: 3089.134521
	Iteration 33Q: 3 clusters Score -3759885 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3759905.250000 Penalty: 3089.134521
	Iteration 34Q: 3 clusters Score -3759905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3759915.250000 Penalty: 3089.134521
	Iteration 35Q: 3 clusters Score -3759915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3759921.000000 Penalty: 3089.134521
	Iteration 36Q: 3 clusters Score -3759921 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3759939.500000 Penalty: 3089.134521
	Iteration 37Q: 3 clusters Score -3759940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3759966.250000 Penalty: 3089.134521
	Iteration 38Q: 3 clusters Score -3759966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3759962.250000 Penalty: 3089.134521
	Iteration 39Q: 3 clusters Score -3759962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3759974.000000 Penalty: 3089.134521
	Iteration 40F: 3 clusters Score -3759974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3759988.000000 Penalty: 3089.134521
	Iteration 41Q: 3 clusters Score -3759988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3760013.250000 Penalty: 3089.134521
	Iteration 42Q: 3 clusters Score -3760013 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3760031.000000 Penalty: 3089.134521
	Iteration 43Q: 3 clusters Score -3760031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3760040.250000 Penalty: 3089.134521
	Iteration 44Q: 3 clusters Score -3760040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3760065.750000 Penalty: 3089.134521
	Iteration 45Q: 3 clusters Score -3760066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3760074.500000 Penalty: 3089.134521
	Iteration 46Q: 3 clusters Score -3760074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3760097.500000 Penalty: 3089.134521
	Iteration 47Q: 3 clusters Score -3760098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3760116.250000 Penalty: 3089.134521
	Iteration 48Q: 3 clusters Score -3760116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3760129.750000 Penalty: 3089.134521
	Iteration 49Q: 3 clusters Score -3760130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3760153.750000 Penalty: 3089.134521
	Iteration 50Q: 3 clusters Score -3760154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3760161.000000 Penalty: 3089.134521
	Iteration 51Q: 3 clusters Score -3760161 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3760177.750000 Penalty: 3089.134521
	Iteration 52Q: 3 clusters Score -3760178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3760201.500000 Penalty: 3089.134521
	Iteration 53Q: 3 clusters Score -3760202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3760204.750000 Penalty: 3089.134521
	Iteration 54Q: 3 clusters Score -3760205 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3760236.000000 Penalty: 3089.134521
	Iteration 55Q: 3 clusters Score -3760236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3760243.750000 Penalty: 3089.134521
	Iteration 56Q: 3 clusters Score -3760244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3760262.250000 Penalty: 3089.134521
	Iteration 57Q: 3 clusters Score -3760262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3760278.500000 Penalty: 3089.134521
	Iteration 58Q: 3 clusters Score -3760278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3760282.250000 Penalty: 3089.134521
	Iteration 59Q: 3 clusters Score -3760282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3760294.000000 Penalty: 3089.134521
	Iteration 60F: 3 clusters Score -3760294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3760298.250000 Penalty: 3089.134521
	Iteration 61Q: 3 clusters Score -3760298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3760312.750000 Penalty: 3089.134521
	Iteration 62Q: 3 clusters Score -3760313 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3760320.500000 Penalty: 3089.134521
	Iteration 63Q: 3 clusters Score -3760320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3760336.000000 Penalty: 3089.134521
	Iteration 64Q: 3 clusters Score -3760336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3760338.500000 Penalty: 3089.134521
	Iteration 65Q: 3 clusters Score -3760338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3760345.000000 Penalty: 3089.134521
	Iteration 66Q: 3 clusters Score -3760345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3760348.000000 Penalty: 3089.134521
	Iteration 67Q: 3 clusters Score -3760348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3760353.500000 Penalty: 3089.134521
	Iteration 68Q: 3 clusters Score -3760354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3760354.250000 Penalty: 3089.134521
	Iteration 69Q: 3 clusters Score -3760354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3760371.000000 Penalty: 3089.134521
	Iteration 70Q: 3 clusters Score -3760371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3760368.500000 Penalty: 3089.134521
	Iteration 71Q: 3 clusters Score -3760368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3760381.500000 Penalty: 3089.134521
	Iteration 72Q: 3 clusters Score -3760382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3760391.250000 Penalty: 3089.134521
	Iteration 73Q: 3 clusters Score -3760391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3760394.250000 Penalty: 3089.134521
	Iteration 74Q: 3 clusters Score -3760394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3760393.750000 Penalty: 3089.134521
	Iteration 75Q: 3 clusters Score -3760394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3760407.750000 Penalty: 3089.134521
	Iteration 76Q: 3 clusters Score -3760408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3760401.500000 Penalty: 3089.134521
	Iteration 77Q: 3 clusters Score -3760402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3760412.000000 Penalty: 3089.134521
	Iteration 78Q: 3 clusters Score -3760412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3760420.750000 Penalty: 3089.134521
	Iteration 79Q: 3 clusters Score -3760421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3760421.500000 Penalty: 3089.134521
	Iteration 80F: 3 clusters Score -3760422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3760414.500000 Penalty: 3089.134521
	Iteration 81Q: 3 clusters Score -3760414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3760422.750000 Penalty: 3089.134521
	Iteration 82Q: 3 clusters Score -3760423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3760422.250000 Penalty: 3089.134521
	Iteration 83Q: 3 clusters Score -3760422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3760430.500000 Penalty: 3089.134521
	Iteration 84Q: 3 clusters Score -3760430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3760429.250000 Penalty: 3089.134521
	Iteration 85Q: 3 clusters Score -3760429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3760428.750000 Penalty: 3089.134521
	Iteration 86Q: 3 clusters Score -3760429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3760428.250000 Penalty: 3089.134521
	Iteration 87Q: 3 clusters Score -3760428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3760421.250000 Penalty: 3089.134521
	Iteration 88Q: 3 clusters Score -3760421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3760424.500000 Penalty: 3089.134521
	Iteration 89Q: 3 clusters Score -3760424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3760424.500000 Penalty: 3089.134521
	Iteration 90Q: 3 clusters Score -3760424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3760423.000000 Penalty: 3089.134521
	Iteration 91Q: 3 clusters Score -3760423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3760423.500000 Penalty: 3089.134521
	Iteration 92Q: 3 clusters Score -3760424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3760423.500000 Penalty: 3089.134521
	Iteration 93F: 3 clusters Score -3760424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Entering Unmasked Estep 
Score: -2864935.500000 Penalty: 1511.800659
	Iteration 0F: 2 clusters Score -2864936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2847998.500000 Penalty: 3023.601318
	Iteration 0F: 3 clusters Score -2847998 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2854179.250000 Penalty: 3023.601318
	Iteration 1F: 3 clusters Score -2854179 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2854645.000000 Penalty: 3023.601318
	Iteration 2Q: 3 clusters Score -2854645 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2855065.250000 Penalty: 3023.601318
	Iteration 3Q: 3 clusters Score -2855065 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2855496.250000 Penalty: 3023.601318
	Iteration 4Q: 3 clusters Score -2855496 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2855963.500000 Penalty: 3023.601318
	Iteration 5Q: 3 clusters Score -2855964 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2856573.250000 Penalty: 3023.601318
	Iteration 6Q: 3 clusters Score -2856573 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2857351.250000 Penalty: 3023.601318
	Iteration 7Q: 3 clusters Score -2857351 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2858283.750000 Penalty: 3023.601318
	Iteration 8F: 3 clusters Score -2858284 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2859248.250000 Penalty: 3023.601318
	Iteration 9F: 3 clusters Score -2859248 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2860107.000000 Penalty: 3023.601318
	Iteration 10Q: 3 clusters Score -2860107 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2860728.750000 Penalty: 3023.601318
	Iteration 11Q: 3 clusters Score -2860729 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2861177.000000 Penalty: 3023.601318
	Iteration 12Q: 3 clusters Score -2861177 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2861566.750000 Penalty: 3023.601318
	Iteration 13Q: 3 clusters Score -2861567 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2861848.000000 Penalty: 3023.601318
	Iteration 14Q: 3 clusters Score -2861848 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2862086.500000 Penalty: 3023.601318
	Iteration 15Q: 3 clusters Score -2862086 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2862278.750000 Penalty: 3023.601318
	Iteration 16Q: 3 clusters Score -2862279 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2862479.000000 Penalty: 3023.601318
	Iteration 17Q: 3 clusters Score -2862479 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2862648.500000 Penalty: 3023.601318
	Iteration 18Q: 3 clusters Score -2862648 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2862802.750000 Penalty: 3023.601318
	Iteration 19Q: 3 clusters Score -2862803 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2862973.750000 Penalty: 3023.601318
	Iteration 20F: 3 clusters Score -2862974 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2863114.750000 Penalty: 3023.601318
	Iteration 21Q: 3 clusters Score -2863115 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2863242.000000 Penalty: 3023.601318
	Iteration 22Q: 3 clusters Score -2863242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2863356.000000 Penalty: 3023.601318
	Iteration 23Q: 3 clusters Score -2863356 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2863463.000000 Penalty: 3023.601318
	Iteration 24Q: 3 clusters Score -2863463 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2863530.000000 Penalty: 3023.601318
	Iteration 25Q: 3 clusters Score -2863530 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2863588.000000 Penalty: 3023.601318
	Iteration 26Q: 3 clusters Score -2863588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2863635.750000 Penalty: 3023.601318
	Iteration 27Q: 3 clusters Score -2863636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2863671.250000 Penalty: 3023.601318
	Iteration 28Q: 3 clusters Score -2863671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2863705.750000 Penalty: 3023.601318
	Iteration 29Q: 3 clusters Score -2863706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2863742.500000 Penalty: 3023.601318
	Iteration 30Q: 3 clusters Score -2863742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2863766.750000 Penalty: 3023.601318
	Iteration 31Q: 3 clusters Score -2863767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2863792.250000 Penalty: 3023.601318
	Iteration 32Q: 3 clusters Score -2863792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2863814.000000 Penalty: 3023.601318
	Iteration 33Q: 3 clusters Score -2863814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2863828.250000 Penalty: 3023.601318
	Iteration 34Q: 3 clusters Score -2863828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2863839.000000 Penalty: 3023.601318
	Iteration 35Q: 3 clusters Score -2863839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2863845.500000 Penalty: 3023.601318
	Iteration 36Q: 3 clusters Score -2863846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2863861.000000 Penalty: 3023.601318
	Iteration 37Q: 3 clusters Score -2863861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2863874.000000 Penalty: 3023.601318
	Iteration 38Q: 3 clusters Score -2863874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2863880.500000 Penalty: 3023.601318
	Iteration 39Q: 3 clusters Score -2863880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2863890.250000 Penalty: 3023.601318
	Iteration 40F: 3 clusters Score -2863890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2863900.750000 Penalty: 3023.601318
	Iteration 41Q: 3 clusters Score -2863901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2863900.500000 Penalty: 3023.601318
	Iteration 42Q: 3 clusters Score -2863900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2863909.000000 Penalty: 3023.601318
	Iteration 43Q: 3 clusters Score -2863909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2863909.500000 Penalty: 3023.601318
	Iteration 44Q: 3 clusters Score -2863910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2863915.500000 Penalty: 3023.601318
	Iteration 45Q: 3 clusters Score -2863916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2863912.000000 Penalty: 3023.601318
	Iteration 46Q: 3 clusters Score -2863912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2863911.500000 Penalty: 3023.601318
	Iteration 47Q: 3 clusters Score -2863912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2863916.250000 Penalty: 3023.601318
	Iteration 48Q: 3 clusters Score -2863916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2863915.500000 Penalty: 3023.601318
	Iteration 49Q: 3 clusters Score -2863916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2863914.000000 Penalty: 3023.601318
	Iteration 50Q: 3 clusters Score -2863914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2863914.000000 Penalty: 3023.601318
	Iteration 51F: 3 clusters Score -2863914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Entering Unmasked Estep 
Score: -1093808.500000 Penalty: 1367.886719
	Iteration 0F: 2 clusters Score -1093808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1087233.500000 Penalty: 2735.773438
	Iteration 0F: 3 clusters Score -1087234 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1089360.875000 Penalty: 2735.773438
	Iteration 1F: 3 clusters Score -1089361 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1089627.875000 Penalty: 2735.773438
	Iteration 2F: 3 clusters Score -1089628 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1089845.625000 Penalty: 2735.773438
	Iteration 3Q: 3 clusters Score -1089846 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1090042.250000 Penalty: 2735.773438
	Iteration 4Q: 3 clusters Score -1090042 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1090229.125000 Penalty: 2735.773438
	Iteration 5Q: 3 clusters Score -1090229 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1090439.500000 Penalty: 2735.773438
	Iteration 6Q: 3 clusters Score -1090440 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1090690.750000 Penalty: 2735.773438
	Iteration 7Q: 3 clusters Score -1090691 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1090971.000000 Penalty: 2735.773438
	Iteration 8Q: 3 clusters Score -1090971 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1091303.625000 Penalty: 2735.773438
	Iteration 9Q: 3 clusters Score -1091304 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1091632.875000 Penalty: 2735.773438
	Iteration 10Q: 3 clusters Score -1091633 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1091915.125000 Penalty: 2735.773438
	Iteration 11Q: 3 clusters Score -1091915 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1092150.250000 Penalty: 2735.773438
	Iteration 12Q: 3 clusters Score -1092150 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1092329.625000 Penalty: 2735.773438
	Iteration 13Q: 3 clusters Score -1092330 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1092468.625000 Penalty: 2735.773438
	Iteration 14Q: 3 clusters Score -1092469 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1092581.625000 Penalty: 2735.773438
	Iteration 15Q: 3 clusters Score -1092582 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1092683.625000 Penalty: 2735.773438
	Iteration 16Q: 3 clusters Score -1092684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1092759.625000 Penalty: 2735.773438
	Iteration 17Q: 3 clusters Score -1092760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1092816.375000 Penalty: 2735.773438
	Iteration 18Q: 3 clusters Score -1092816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1092853.375000 Penalty: 2735.773438
	Iteration 19Q: 3 clusters Score -1092853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1092882.500000 Penalty: 2735.773438
	Iteration 20F: 3 clusters Score -1092882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1092896.125000 Penalty: 2735.773438
	Iteration 21Q: 3 clusters Score -1092896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1092918.000000 Penalty: 2735.773438
	Iteration 22Q: 3 clusters Score -1092918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1092938.750000 Penalty: 2735.773438
	Iteration 23Q: 3 clusters Score -1092939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1092954.125000 Penalty: 2735.773438
	Iteration 24Q: 3 clusters Score -1092954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1092961.500000 Penalty: 2735.773438
	Iteration 25Q: 3 clusters Score -1092962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1092969.375000 Penalty: 2735.773438
	Iteration 26Q: 3 clusters Score -1092969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1092976.375000 Penalty: 2735.773438
	Iteration 27Q: 3 clusters Score -1092976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1092983.125000 Penalty: 2735.773438
	Iteration 28Q: 3 clusters Score -1092983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1092991.125000 Penalty: 2735.773438
	Iteration 29Q: 3 clusters Score -1092991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1092993.875000 Penalty: 2735.773438
	Iteration 30Q: 3 clusters Score -1092994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1092999.875000 Penalty: 2735.773438
	Iteration 31Q: 3 clusters Score -1093000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1093001.750000 Penalty: 2735.773438
	Iteration 32Q: 3 clusters Score -1093002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1093002.125000 Penalty: 2735.773438
	Iteration 33Q: 3 clusters Score -1093002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1093004.375000 Penalty: 2735.773438
	Iteration 34Q: 3 clusters Score -1093004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1093004.375000 Penalty: 2735.773438
	Iteration 35F: 3 clusters Score -1093004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -29842.568359 Penalty: 879.929260
	Iteration 0F: 2 clusters Score -29842.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29185.656250 Penalty: 1759.858521
	Iteration 0F: 3 clusters Score -29185.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29447.761719 Penalty: 1759.858521
	Iteration 1F: 3 clusters Score -29447.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29583.769531 Penalty: 1759.858521
	Iteration 2F: 3 clusters Score -29583.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29674.863281 Penalty: 1759.858521
	Iteration 3F: 3 clusters Score -29674.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29817.205078 Penalty: 1759.858521
	Iteration 4F: 3 clusters Score -29817.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29908.621094 Penalty: 1759.858521
	Iteration 5Q: 3 clusters Score -29908.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29961.595703 Penalty: 1759.858521
	Iteration 6Q: 3 clusters Score -29961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29972.400391 Penalty: 1759.858521
	Iteration 7Q: 3 clusters Score -29972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29987.876953 Penalty: 1759.858521
	Iteration 8Q: 3 clusters Score -29987.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29998.917969 Penalty: 1759.858521
	Iteration 9Q: 3 clusters Score -29998.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30012.585938 Penalty: 1759.858521
	Iteration 10Q: 3 clusters Score -30012.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30018.849609 Penalty: 1759.858521
	Iteration 11Q: 3 clusters Score -30018.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30018.849609 Penalty: 1759.858521
	Iteration 12F: 3 clusters Score -30018.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 12600 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 20147 members 
Mstep: Class 12 contains 8159 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17434 members 
Mstep: Class 19 contains 42115 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53195 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 63144 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63374 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90460 members 
Mstep: Class 34 contains 32214 members 
Mstep: Class 35 contains 25847 members 
Mstep: Class 36 contains 9826 members 
Mstep: Class 37 contains 105 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 3686 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 14349 members 
Mstep: Class 45 contains 11024 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2032 members 
Mstep: Class 48 contains 24993 members 
Mstep: Class 49 contains 6378 members 
Mstep: Class 50 contains 12367 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31621 members 
Mstep: Class 53 contains 25331 members 
Mstep: Class 54 contains 67351 members 
Mstep: Class 55 contains 3744 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3416 members 
Mstep: Class 61 contains 2230 members 
Mstep: Class 62 contains 1980 members 
Mstep: Class 63 contains 1508 members 
Entering Unmasked Estep 
Score: -111080696.000000 Penalty: 129547.601562
Splitting cluster 38 changes total score from -111081328.000000 to -111080696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -376257.500000 Penalty: 1221.989868
	Iteration 0F: 2 clusters Score -376257.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -373376.718750 Penalty: 2443.979736
	Iteration 0F: 3 clusters Score -373376.7 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -374214.593750 Penalty: 2443.979736
	Iteration 1F: 3 clusters Score -374214.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -374393.500000 Penalty: 2443.979736
	Iteration 2F: 3 clusters Score -374393.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -374496.937500 Penalty: 2443.979736
	Iteration 3Q: 3 clusters Score -374496.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -374581.593750 Penalty: 2443.979736
	Iteration 4Q: 3 clusters Score -374581.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -374656.062500 Penalty: 2443.979736
	Iteration 5Q: 3 clusters Score -374656.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -374719.718750 Penalty: 2443.979736
	Iteration 6Q: 3 clusters Score -374719.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -374777.687500 Penalty: 2443.979736
	Iteration 7Q: 3 clusters Score -374777.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -374823.937500 Penalty: 2443.979736
	Iteration 8Q: 3 clusters Score -374823.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -374860.812500 Penalty: 2443.979736
	Iteration 9Q: 3 clusters Score -374860.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -374889.531250 Penalty: 2443.979736
	Iteration 10Q: 3 clusters Score -374889.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -374906.593750 Penalty: 2443.979736
	Iteration 11Q: 3 clusters Score -374906.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -374925.937500 Penalty: 2443.979736
	Iteration 12Q: 3 clusters Score -374925.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -374945.906250 Penalty: 2443.979736
	Iteration 13Q: 3 clusters Score -374945.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -374964.843750 Penalty: 2443.979736
	Iteration 14Q: 3 clusters Score -374964.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -374983.093750 Penalty: 2443.979736
	Iteration 15Q: 3 clusters Score -374983.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -374994.218750 Penalty: 2443.979736
	Iteration 16Q: 3 clusters Score -374994.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -375004.375000 Penalty: 2443.979736
	Iteration 17Q: 3 clusters Score -375004.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -375014.250000 Penalty: 2443.979736
	Iteration 18Q: 3 clusters Score -375014.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -375023.062500 Penalty: 2443.979736
	Iteration 19Q: 3 clusters Score -375023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -375029.531250 Penalty: 2443.979736
	Iteration 20F: 3 clusters Score -375029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -375032.375000 Penalty: 2443.979736
	Iteration 21Q: 3 clusters Score -375032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -375036.062500 Penalty: 2443.979736
	Iteration 22Q: 3 clusters Score -375036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -375038.312500 Penalty: 2443.979736
	Iteration 23Q: 3 clusters Score -375038.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -375043.718750 Penalty: 2443.979736
	Iteration 24Q: 3 clusters Score -375043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -375045.375000 Penalty: 2443.979736
	Iteration 25Q: 3 clusters Score -375045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -375048.781250 Penalty: 2443.979736
	Iteration 26Q: 3 clusters Score -375048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -375050.500000 Penalty: 2443.979736
	Iteration 27Q: 3 clusters Score -375050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -375055.187500 Penalty: 2443.979736
	Iteration 28Q: 3 clusters Score -375055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -375058.718750 Penalty: 2443.979736
	Iteration 29Q: 3 clusters Score -375058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -375063.718750 Penalty: 2443.979736
	Iteration 30Q: 3 clusters Score -375063.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -375068.906250 Penalty: 2443.979736
	Iteration 31Q: 3 clusters Score -375068.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -375075.562500 Penalty: 2443.979736
	Iteration 32Q: 3 clusters Score -375075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -375079.625000 Penalty: 2443.979736
	Iteration 33Q: 3 clusters Score -375079.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -375081.343750 Penalty: 2443.979736
	Iteration 34Q: 3 clusters Score -375081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -375084.937500 Penalty: 2443.979736
	Iteration 35Q: 3 clusters Score -375084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -375089.281250 Penalty: 2443.979736
	Iteration 36Q: 3 clusters Score -375089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -375093.781250 Penalty: 2443.979736
	Iteration 37Q: 3 clusters Score -375093.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -375098.281250 Penalty: 2443.979736
	Iteration 38Q: 3 clusters Score -375098.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -375102.250000 Penalty: 2443.979736
	Iteration 39Q: 3 clusters Score -375102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -375104.625000 Penalty: 2443.979736
	Iteration 40F: 3 clusters Score -375104.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -375110.281250 Penalty: 2443.979736
	Iteration 41Q: 3 clusters Score -375110.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -375114.312500 Penalty: 2443.979736
	Iteration 42Q: 3 clusters Score -375114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -375117.625000 Penalty: 2443.979736
	Iteration 43Q: 3 clusters Score -375117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -375120.062500 Penalty: 2443.979736
	Iteration 44Q: 3 clusters Score -375120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -375123.187500 Penalty: 2443.979736
	Iteration 45Q: 3 clusters Score -375123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -375124.250000 Penalty: 2443.979736
	Iteration 46Q: 3 clusters Score -375124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -375128.875000 Penalty: 2443.979736
	Iteration 47Q: 3 clusters Score -375128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -375131.281250 Penalty: 2443.979736
	Iteration 48Q: 3 clusters Score -375131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -375136.687500 Penalty: 2443.979736
	Iteration 49Q: 3 clusters Score -375136.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -375139.406250 Penalty: 2443.979736
	Iteration 50Q: 3 clusters Score -375139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -375140.406250 Penalty: 2443.979736
	Iteration 51Q: 3 clusters Score -375140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -375141.937500 Penalty: 2443.979736
	Iteration 52Q: 3 clusters Score -375141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -375143.781250 Penalty: 2443.979736
	Iteration 53Q: 3 clusters Score -375143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -375144.125000 Penalty: 2443.979736
	Iteration 54Q: 3 clusters Score -375144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -375145.281250 Penalty: 2443.979736
	Iteration 55Q: 3 clusters Score -375145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -375145.281250 Penalty: 2443.979736
	Iteration 56Q: 3 clusters Score -375145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -375145.687500 Penalty: 2443.979736
	Iteration 57Q: 3 clusters Score -375145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -375145.687500 Penalty: 2443.979736
	Iteration 58F: 3 clusters Score -375145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Entering Unmasked Estep 
Score: -1837217.375000 Penalty: 1436.562988
	Iteration 0F: 2 clusters Score -1837217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1827024.125000 Penalty: 2873.125977
	Iteration 0F: 3 clusters Score -1827024 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1830639.500000 Penalty: 2873.125977
	Iteration 1F: 3 clusters Score -1830640 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1831038.750000 Penalty: 2873.125977
	Iteration 2F: 3 clusters Score -1831039 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1831389.875000 Penalty: 2873.125977
	Iteration 3F: 3 clusters Score -1831390 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1831697.250000 Penalty: 2873.125977
	Iteration 4Q: 3 clusters Score -1831697 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1832016.625000 Penalty: 2873.125977
	Iteration 5Q: 3 clusters Score -1832017 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1832367.500000 Penalty: 2873.125977
	Iteration 6Q: 3 clusters Score -1832368 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1832734.625000 Penalty: 2873.125977
	Iteration 7Q: 3 clusters Score -1832735 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1833118.750000 Penalty: 2873.125977
	Iteration 8Q: 3 clusters Score -1833119 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1833473.375000 Penalty: 2873.125977
	Iteration 9Q: 3 clusters Score -1833473 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1833838.375000 Penalty: 2873.125977
	Iteration 10Q: 3 clusters Score -1833838 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1834217.875000 Penalty: 2873.125977
	Iteration 11Q: 3 clusters Score -1834218 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1834556.875000 Penalty: 2873.125977
	Iteration 12Q: 3 clusters Score -1834557 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1834813.250000 Penalty: 2873.125977
	Iteration 13Q: 3 clusters Score -1834813 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1835048.750000 Penalty: 2873.125977
	Iteration 14Q: 3 clusters Score -1835049 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1835237.750000 Penalty: 2873.125977
	Iteration 15Q: 3 clusters Score -1835238 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1835367.875000 Penalty: 2873.125977
	Iteration 16Q: 3 clusters Score -1835368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1835486.375000 Penalty: 2873.125977
	Iteration 17Q: 3 clusters Score -1835486 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1835595.750000 Penalty: 2873.125977
	Iteration 18Q: 3 clusters Score -1835596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1835669.875000 Penalty: 2873.125977
	Iteration 19Q: 3 clusters Score -1835670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1835738.375000 Penalty: 2873.125977
	Iteration 20F: 3 clusters Score -1835738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1835779.125000 Penalty: 2873.125977
	Iteration 21Q: 3 clusters Score -1835779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1835814.125000 Penalty: 2873.125977
	Iteration 22Q: 3 clusters Score -1835814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1835851.000000 Penalty: 2873.125977
	Iteration 23Q: 3 clusters Score -1835851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1835877.000000 Penalty: 2873.125977
	Iteration 24Q: 3 clusters Score -1835877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1835893.875000 Penalty: 2873.125977
	Iteration 25Q: 3 clusters Score -1835894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1835913.000000 Penalty: 2873.125977
	Iteration 26Q: 3 clusters Score -1835913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1835930.875000 Penalty: 2873.125977
	Iteration 27Q: 3 clusters Score -1835931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1835942.000000 Penalty: 2873.125977
	Iteration 28Q: 3 clusters Score -1835942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1835960.500000 Penalty: 2873.125977
	Iteration 29Q: 3 clusters Score -1835960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1835962.500000 Penalty: 2873.125977
	Iteration 30Q: 3 clusters Score -1835962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1835968.375000 Penalty: 2873.125977
	Iteration 31Q: 3 clusters Score -1835968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1835978.500000 Penalty: 2873.125977
	Iteration 32Q: 3 clusters Score -1835978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1835995.625000 Penalty: 2873.125977
	Iteration 33Q: 3 clusters Score -1835996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1836013.000000 Penalty: 2873.125977
	Iteration 34Q: 3 clusters Score -1836013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1836019.750000 Penalty: 2873.125977
	Iteration 35Q: 3 clusters Score -1836020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1836033.750000 Penalty: 2873.125977
	Iteration 36Q: 3 clusters Score -1836034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1836041.750000 Penalty: 2873.125977
	Iteration 37Q: 3 clusters Score -1836042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1836042.750000 Penalty: 2873.125977
	Iteration 38Q: 3 clusters Score -1836043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1836050.875000 Penalty: 2873.125977
	Iteration 39Q: 3 clusters Score -1836051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1836052.000000 Penalty: 2873.125977
	Iteration 40F: 3 clusters Score -1836052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1836055.000000 Penalty: 2873.125977
	Iteration 41Q: 3 clusters Score -1836055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1836055.500000 Penalty: 2873.125977
	Iteration 42Q: 3 clusters Score -1836056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1836059.250000 Penalty: 2873.125977
	Iteration 43Q: 3 clusters Score -1836059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1836058.250000 Penalty: 2873.125977
	Iteration 44Q: 3 clusters Score -1836058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1836059.375000 Penalty: 2873.125977
	Iteration 45Q: 3 clusters Score -1836059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1836059.375000 Penalty: 2873.125977
	Iteration 46F: 3 clusters Score -1836059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17834.621094 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17834.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17884.949219 Penalty: 1548.712402
	Iteration 1F: 3 clusters Score -17884.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17887.318359 Penalty: 1548.712402
	Iteration 2Q: 3 clusters Score -17887.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17887.318359 Penalty: 1548.712402
	Iteration 3F: 3 clusters Score -17887.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -984361.250000 Penalty: 1345.191162
	Iteration 0F: 2 clusters Score -984361.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -978608.625000 Penalty: 2690.382324
	Iteration 0F: 3 clusters Score -978608.6 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -980499.312500 Penalty: 2690.382324
	Iteration 1F: 3 clusters Score -980499.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -980742.500000 Penalty: 2690.382324
	Iteration 2F: 3 clusters Score -980742.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -980905.062500 Penalty: 2690.382324
	Iteration 3Q: 3 clusters Score -980905.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -981034.000000 Penalty: 2690.382324
	Iteration 4Q: 3 clusters Score -981034 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -981156.437500 Penalty: 2690.382324
	Iteration 5Q: 3 clusters Score -981156.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -981253.937500 Penalty: 2690.382324
	Iteration 6Q: 3 clusters Score -981253.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -981349.187500 Penalty: 2690.382324
	Iteration 7Q: 3 clusters Score -981349.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -981459.437500 Penalty: 2690.382324
	Iteration 8Q: 3 clusters Score -981459.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -981584.000000 Penalty: 2690.382324
	Iteration 9Q: 3 clusters Score -981584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -981718.375000 Penalty: 2690.382324
	Iteration 10Q: 3 clusters Score -981718.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -981848.625000 Penalty: 2690.382324
	Iteration 11Q: 3 clusters Score -981848.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -981978.750000 Penalty: 2690.382324
	Iteration 12Q: 3 clusters Score -981978.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -982133.062500 Penalty: 2690.382324
	Iteration 13Q: 3 clusters Score -982133.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -982287.125000 Penalty: 2690.382324
	Iteration 14Q: 3 clusters Score -982287.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -982437.000000 Penalty: 2690.382324
	Iteration 15Q: 3 clusters Score -982437 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -982600.625000 Penalty: 2690.382324
	Iteration 16Q: 3 clusters Score -982600.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -982749.812500 Penalty: 2690.382324
	Iteration 17Q: 3 clusters Score -982749.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -982866.000000 Penalty: 2690.382324
	Iteration 18Q: 3 clusters Score -982866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -982945.750000 Penalty: 2690.382324
	Iteration 19Q: 3 clusters Score -982945.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -982997.562500 Penalty: 2690.382324
	Iteration 20F: 3 clusters Score -982997.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -983051.625000 Penalty: 2690.382324
	Iteration 21Q: 3 clusters Score -983051.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -983094.687500 Penalty: 2690.382324
	Iteration 22Q: 3 clusters Score -983094.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -983126.500000 Penalty: 2690.382324
	Iteration 23Q: 3 clusters Score -983126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -983158.250000 Penalty: 2690.382324
	Iteration 24Q: 3 clusters Score -983158.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -983181.500000 Penalty: 2690.382324
	Iteration 25Q: 3 clusters Score -983181.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -983200.187500 Penalty: 2690.382324
	Iteration 26Q: 3 clusters Score -983200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -983214.000000 Penalty: 2690.382324
	Iteration 27Q: 3 clusters Score -983214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -983219.687500 Penalty: 2690.382324
	Iteration 28Q: 3 clusters Score -983219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -983227.437500 Penalty: 2690.382324
	Iteration 29Q: 3 clusters Score -983227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -983233.750000 Penalty: 2690.382324
	Iteration 30Q: 3 clusters Score -983233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -983239.250000 Penalty: 2690.382324
	Iteration 31Q: 3 clusters Score -983239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -983243.875000 Penalty: 2690.382324
	Iteration 32Q: 3 clusters Score -983243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -983250.062500 Penalty: 2690.382324
	Iteration 33Q: 3 clusters Score -983250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -983254.000000 Penalty: 2690.382324
	Iteration 34Q: 3 clusters Score -983254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -983255.312500 Penalty: 2690.382324
	Iteration 35Q: 3 clusters Score -983255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -983256.500000 Penalty: 2690.382324
	Iteration 36Q: 3 clusters Score -983256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -983257.187500 Penalty: 2690.382324
	Iteration 37Q: 3 clusters Score -983257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -983257.187500 Penalty: 2690.382324
	Iteration 38F: 3 clusters Score -983257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -285112.656250 Penalty: 1170.568237
	Iteration 0F: 2 clusters Score -285112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -282824.062500 Penalty: 2341.136475
	Iteration 0F: 3 clusters Score -282824.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -283422.031250 Penalty: 2341.136475
	Iteration 1F: 3 clusters Score -283422 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -283570.906250 Penalty: 2341.136475
	Iteration 2F: 3 clusters Score -283570.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283640.906250 Penalty: 2341.136475
	Iteration 3Q: 3 clusters Score -283640.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -283684.093750 Penalty: 2341.136475
	Iteration 4Q: 3 clusters Score -283684.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -283716.156250 Penalty: 2341.136475
	Iteration 5Q: 3 clusters Score -283716.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -283740.968750 Penalty: 2341.136475
	Iteration 6Q: 3 clusters Score -283741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -283759.500000 Penalty: 2341.136475
	Iteration 7Q: 3 clusters Score -283759.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283775.500000 Penalty: 2341.136475
	Iteration 8Q: 3 clusters Score -283775.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283794.781250 Penalty: 2341.136475
	Iteration 9Q: 3 clusters Score -283794.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283805.281250 Penalty: 2341.136475
	Iteration 10Q: 3 clusters Score -283805.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283813.687500 Penalty: 2341.136475
	Iteration 11Q: 3 clusters Score -283813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283822.718750 Penalty: 2341.136475
	Iteration 12Q: 3 clusters Score -283822.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283827.750000 Penalty: 2341.136475
	Iteration 13Q: 3 clusters Score -283827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283830.875000 Penalty: 2341.136475
	Iteration 14Q: 3 clusters Score -283830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283833.281250 Penalty: 2341.136475
	Iteration 15Q: 3 clusters Score -283833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283834.281250 Penalty: 2341.136475
	Iteration 16Q: 3 clusters Score -283834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -283836.500000 Penalty: 2341.136475
	Iteration 17Q: 3 clusters Score -283836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283837.968750 Penalty: 2341.136475
	Iteration 18Q: 3 clusters Score -283838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283838.968750 Penalty: 2341.136475
	Iteration 19Q: 3 clusters Score -283839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283840.000000 Penalty: 2341.136475
	Iteration 20F: 3 clusters Score -283840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283840.812500 Penalty: 2341.136475
	Iteration 21Q: 3 clusters Score -283840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283841.718750 Penalty: 2341.136475
	Iteration 22Q: 3 clusters Score -283841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283842.437500 Penalty: 2341.136475
	Iteration 23Q: 3 clusters Score -283842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283844.031250 Penalty: 2341.136475
	Iteration 24Q: 3 clusters Score -283844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -283844.437500 Penalty: 2341.136475
	Iteration 25Q: 3 clusters Score -283844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -283846.062500 Penalty: 2341.136475
	Iteration 26Q: 3 clusters Score -283846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283846.312500 Penalty: 2341.136475
	Iteration 27Q: 3 clusters Score -283846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283847.031250 Penalty: 2341.136475
	Iteration 28Q: 3 clusters Score -283847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283847.031250 Penalty: 2341.136475
	Iteration 29F: 3 clusters Score -283847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Entering Unmasked Estep 
Score: -1595217.875000 Penalty: 1424.229736
	Iteration 0F: 2 clusters Score -1595218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1585681.500000 Penalty: 2848.459473
	Iteration 0F: 3 clusters Score -1585682 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1589022.250000 Penalty: 2848.459473
	Iteration 1F: 3 clusters Score -1589022 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1589447.000000 Penalty: 2848.459473
	Iteration 2F: 3 clusters Score -1589447 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1589784.125000 Penalty: 2848.459473
	Iteration 3F: 3 clusters Score -1589784 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1590141.625000 Penalty: 2848.459473
	Iteration 4Q: 3 clusters Score -1590142 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1590498.375000 Penalty: 2848.459473
	Iteration 5Q: 3 clusters Score -1590498 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1590839.500000 Penalty: 2848.459473
	Iteration 6Q: 3 clusters Score -1590840 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1591186.625000 Penalty: 2848.459473
	Iteration 7Q: 3 clusters Score -1591187 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1591600.000000 Penalty: 2848.459473
	Iteration 8Q: 3 clusters Score -1591600 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1592032.000000 Penalty: 2848.459473
	Iteration 9Q: 3 clusters Score -1592032 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1592518.500000 Penalty: 2848.459473
	Iteration 10Q: 3 clusters Score -1592518 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1592959.125000 Penalty: 2848.459473
	Iteration 11Q: 3 clusters Score -1592959 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1593346.375000 Penalty: 2848.459473
	Iteration 12Q: 3 clusters Score -1593346 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1593745.625000 Penalty: 2848.459473
	Iteration 13Q: 3 clusters Score -1593746 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1594210.875000 Penalty: 2848.459473
	Iteration 14Q: 3 clusters Score -1594211 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1594811.250000 Penalty: 2848.459473
	Iteration 15Q: 3 clusters Score -1594811 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1595495.000000 Penalty: 2848.459473
	Iteration 16Q: 3 clusters Score -1595495 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1595921.375000 Penalty: 2848.459473
	Iteration 17Q: 3 clusters Score -1595921 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1596120.250000 Penalty: 2848.459473
	Iteration 18Q: 3 clusters Score -1596120 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1596209.750000 Penalty: 2848.459473
	Iteration 19Q: 3 clusters Score -1596210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1596228.375000 Penalty: 2848.459473
	Iteration 20F: 3 clusters Score -1596228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1596238.250000 Penalty: 2848.459473
	Iteration 21Q: 3 clusters Score -1596238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1596247.125000 Penalty: 2848.459473
	Iteration 22Q: 3 clusters Score -1596247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1596248.125000 Penalty: 2848.459473
	Iteration 23Q: 3 clusters Score -1596248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1596248.500000 Penalty: 2848.459473
	Iteration 24Q: 3 clusters Score -1596248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1596250.750000 Penalty: 2848.459473
	Iteration 25Q: 3 clusters Score -1596251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1596250.000000 Penalty: 2848.459473
	Iteration 26Q: 3 clusters Score -1596250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1596250.625000 Penalty: 2848.459473
	Iteration 27Q: 3 clusters Score -1596251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1596250.625000 Penalty: 2848.459473
	Iteration 28F: 3 clusters Score -1596251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 12600 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 20147 members 
Mstep: Class 12 contains 8159 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17434 members 
Mstep: Class 19 contains 42115 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53195 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 63144 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63374 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90460 members 
Mstep: Class 34 contains 32214 members 
Mstep: Class 35 contains 25847 members 
Mstep: Class 36 contains 9826 members 
Mstep: Class 37 contains 9749 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3686 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 11024 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2032 members 
Mstep: Class 48 contains 24993 members 
Mstep: Class 49 contains 6378 members 
Mstep: Class 50 contains 12367 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31621 members 
Mstep: Class 53 contains 25331 members 
Mstep: Class 54 contains 67351 members 
Mstep: Class 55 contains 3744 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3416 members 
Mstep: Class 61 contains 2230 members 
Mstep: Class 62 contains 1980 members 
Mstep: Class 63 contains 1508 members 
Entering Unmasked Estep 
Score: -111081864.000000 Penalty: 129547.601562
Splitting cluster 44 changes total score from -111081328.000000 to -111081864.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 45 (11024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Entering Unmasked Estep 
Score: -1250218.625000 Penalty: 1385.005127
	Iteration 0F: 2 clusters Score -1250219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1242847.500000 Penalty: 2770.010254
	Iteration 0F: 3 clusters Score -1242848 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1245215.750000 Penalty: 2770.010254
	Iteration 1F: 3 clusters Score -1245216 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1245494.375000 Penalty: 2770.010254
	Iteration 2F: 3 clusters Score -1245494 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1245683.750000 Penalty: 2770.010254
	Iteration 3Q: 3 clusters Score -1245684 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1245819.000000 Penalty: 2770.010254
	Iteration 4Q: 3 clusters Score -1245819 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1245945.250000 Penalty: 2770.010254
	Iteration 5Q: 3 clusters Score -1245945 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1246054.250000 Penalty: 2770.010254
	Iteration 6Q: 3 clusters Score -1246054 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1246157.125000 Penalty: 2770.010254
	Iteration 7Q: 3 clusters Score -1246157 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1246244.125000 Penalty: 2770.010254
	Iteration 8Q: 3 clusters Score -1246244 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1246355.500000 Penalty: 2770.010254
	Iteration 9Q: 3 clusters Score -1246356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1246459.625000 Penalty: 2770.010254
	Iteration 10Q: 3 clusters Score -1246460 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1246598.750000 Penalty: 2770.010254
	Iteration 11Q: 3 clusters Score -1246599 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1246759.500000 Penalty: 2770.010254
	Iteration 12Q: 3 clusters Score -1246760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1246972.875000 Penalty: 2770.010254
	Iteration 13Q: 3 clusters Score -1246973 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1247231.250000 Penalty: 2770.010254
	Iteration 14Q: 3 clusters Score -1247231 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1247569.750000 Penalty: 2770.010254
	Iteration 15Q: 3 clusters Score -1247570 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1247936.250000 Penalty: 2770.010254
	Iteration 16Q: 3 clusters Score -1247936 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1248275.375000 Penalty: 2770.010254
	Iteration 17Q: 3 clusters Score -1248275 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1248539.750000 Penalty: 2770.010254
	Iteration 18Q: 3 clusters Score -1248540 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1248724.500000 Penalty: 2770.010254
	Iteration 19Q: 3 clusters Score -1248724 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1248871.500000 Penalty: 2770.010254
	Iteration 20F: 3 clusters Score -1248872 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1249006.125000 Penalty: 2770.010254
	Iteration 21Q: 3 clusters Score -1249006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1249078.750000 Penalty: 2770.010254
	Iteration 22Q: 3 clusters Score -1249079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1249126.250000 Penalty: 2770.010254
	Iteration 23Q: 3 clusters Score -1249126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1249160.750000 Penalty: 2770.010254
	Iteration 24Q: 3 clusters Score -1249161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1249193.500000 Penalty: 2770.010254
	Iteration 25Q: 3 clusters Score -1249194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1249214.250000 Penalty: 2770.010254
	Iteration 26Q: 3 clusters Score -1249214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1249230.625000 Penalty: 2770.010254
	Iteration 27Q: 3 clusters Score -1249231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1249244.750000 Penalty: 2770.010254
	Iteration 28Q: 3 clusters Score -1249245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1249254.125000 Penalty: 2770.010254
	Iteration 29Q: 3 clusters Score -1249254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1249260.875000 Penalty: 2770.010254
	Iteration 30Q: 3 clusters Score -1249261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1249268.375000 Penalty: 2770.010254
	Iteration 31Q: 3 clusters Score -1249268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1249279.750000 Penalty: 2770.010254
	Iteration 32Q: 3 clusters Score -1249280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1249299.500000 Penalty: 2770.010254
	Iteration 33Q: 3 clusters Score -1249300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1249312.750000 Penalty: 2770.010254
	Iteration 34Q: 3 clusters Score -1249313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1249329.750000 Penalty: 2770.010254
	Iteration 35Q: 3 clusters Score -1249330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1249340.375000 Penalty: 2770.010254
	Iteration 36Q: 3 clusters Score -1249340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1249348.875000 Penalty: 2770.010254
	Iteration 37Q: 3 clusters Score -1249349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1249352.375000 Penalty: 2770.010254
	Iteration 38Q: 3 clusters Score -1249352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1249356.125000 Penalty: 2770.010254
	Iteration 39Q: 3 clusters Score -1249356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1249357.500000 Penalty: 2770.010254
	Iteration 40F: 3 clusters Score -1249358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1249362.125000 Penalty: 2770.010254
	Iteration 41Q: 3 clusters Score -1249362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1249364.625000 Penalty: 2770.010254
	Iteration 42Q: 3 clusters Score -1249365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1249363.875000 Penalty: 2770.010254
	Iteration 43Q: 3 clusters Score -1249364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1249363.875000 Penalty: 2770.010254
	Iteration 44F: 3 clusters Score -1249364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41046.613281 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -41046.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41192.617188 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41192.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41226.500000 Penalty: 1826.587646
	Iteration 2Q: 3 clusters Score -41226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41250.394531 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41250.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41268.609375 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41268.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41269.460938 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41269.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41269.460938 Penalty: 1826.587646
	Iteration 6F: 3 clusters Score -41269.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -198614.703125 Penalty: 1133.376343
	Iteration 0F: 2 clusters Score -198614.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -196719.390625 Penalty: 2266.752686
	Iteration 0F: 3 clusters Score -196719.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -197208.906250 Penalty: 2266.752686
	Iteration 1F: 3 clusters Score -197208.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -197373.593750 Penalty: 2266.752686
	Iteration 2F: 3 clusters Score -197373.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -197459.546875 Penalty: 2266.752686
	Iteration 3Q: 3 clusters Score -197459.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -197513.890625 Penalty: 2266.752686
	Iteration 4Q: 3 clusters Score -197513.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197565.593750 Penalty: 2266.752686
	Iteration 5Q: 3 clusters Score -197565.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -197617.937500 Penalty: 2266.752686
	Iteration 6Q: 3 clusters Score -197617.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -197668.390625 Penalty: 2266.752686
	Iteration 7Q: 3 clusters Score -197668.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -197711.953125 Penalty: 2266.752686
	Iteration 8Q: 3 clusters Score -197712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197753.031250 Penalty: 2266.752686
	Iteration 9Q: 3 clusters Score -197753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -197806.687500 Penalty: 2266.752686
	Iteration 10Q: 3 clusters Score -197806.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -197859.718750 Penalty: 2266.752686
	Iteration 11Q: 3 clusters Score -197859.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -197903.781250 Penalty: 2266.752686
	Iteration 12Q: 3 clusters Score -197903.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -197945.500000 Penalty: 2266.752686
	Iteration 13Q: 3 clusters Score -197945.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -197977.500000 Penalty: 2266.752686
	Iteration 14Q: 3 clusters Score -197977.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -198006.703125 Penalty: 2266.752686
	Iteration 15Q: 3 clusters Score -198006.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -198030.640625 Penalty: 2266.752686
	Iteration 16Q: 3 clusters Score -198030.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -198047.750000 Penalty: 2266.752686
	Iteration 17Q: 3 clusters Score -198047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -198059.000000 Penalty: 2266.752686
	Iteration 18Q: 3 clusters Score -198059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -198064.984375 Penalty: 2266.752686
	Iteration 19Q: 3 clusters Score -198065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -198072.765625 Penalty: 2266.752686
	Iteration 20F: 3 clusters Score -198072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -198082.250000 Penalty: 2266.752686
	Iteration 21Q: 3 clusters Score -198082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -198087.109375 Penalty: 2266.752686
	Iteration 22Q: 3 clusters Score -198087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -198090.718750 Penalty: 2266.752686
	Iteration 23Q: 3 clusters Score -198090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -198093.078125 Penalty: 2266.752686
	Iteration 24Q: 3 clusters Score -198093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -198096.937500 Penalty: 2266.752686
	Iteration 25Q: 3 clusters Score -198096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -198100.625000 Penalty: 2266.752686
	Iteration 26Q: 3 clusters Score -198100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -198101.968750 Penalty: 2266.752686
	Iteration 27Q: 3 clusters Score -198102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -198104.406250 Penalty: 2266.752686
	Iteration 28Q: 3 clusters Score -198104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -198107.578125 Penalty: 2266.752686
	Iteration 29Q: 3 clusters Score -198107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -198113.046875 Penalty: 2266.752686
	Iteration 30Q: 3 clusters Score -198113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -198115.796875 Penalty: 2266.752686
	Iteration 31Q: 3 clusters Score -198115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -198116.671875 Penalty: 2266.752686
	Iteration 32Q: 3 clusters Score -198116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -198118.562500 Penalty: 2266.752686
	Iteration 33Q: 3 clusters Score -198118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -198122.484375 Penalty: 2266.752686
	Iteration 34Q: 3 clusters Score -198122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -198128.500000 Penalty: 2266.752686
	Iteration 35Q: 3 clusters Score -198128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -198133.312500 Penalty: 2266.752686
	Iteration 36Q: 3 clusters Score -198133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -198136.921875 Penalty: 2266.752686
	Iteration 37Q: 3 clusters Score -198136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -198138.640625 Penalty: 2266.752686
	Iteration 38Q: 3 clusters Score -198138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -198143.156250 Penalty: 2266.752686
	Iteration 39Q: 3 clusters Score -198143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -198145.203125 Penalty: 2266.752686
	Iteration 40F: 3 clusters Score -198145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -198148.781250 Penalty: 2266.752686
	Iteration 41Q: 3 clusters Score -198148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -198155.375000 Penalty: 2266.752686
	Iteration 42Q: 3 clusters Score -198155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -198155.375000 Penalty: 2266.752686
	Iteration 43F: 3 clusters Score -198155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (24993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Entering Unmasked Estep 
Score: -2849261.750000 Penalty: 1506.801147
	Iteration 0F: 2 clusters Score -2849262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2833010.000000 Penalty: 3013.602295
	Iteration 0F: 3 clusters Score -2833010 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2838992.750000 Penalty: 3013.602295
	Iteration 1F: 3 clusters Score -2838993 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2839463.000000 Penalty: 3013.602295
	Iteration 2F: 3 clusters Score -2839463 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2839815.500000 Penalty: 3013.602295
	Iteration 3Q: 3 clusters Score -2839816 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2840111.250000 Penalty: 3013.602295
	Iteration 4Q: 3 clusters Score -2840111 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2840368.000000 Penalty: 3013.602295
	Iteration 5Q: 3 clusters Score -2840368 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2840566.750000 Penalty: 3013.602295
	Iteration 6Q: 3 clusters Score -2840567 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2840775.250000 Penalty: 3013.602295
	Iteration 7Q: 3 clusters Score -2840775 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2840977.000000 Penalty: 3013.602295
	Iteration 8Q: 3 clusters Score -2840977 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2841217.750000 Penalty: 3013.602295
	Iteration 9Q: 3 clusters Score -2841218 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2841488.500000 Penalty: 3013.602295
	Iteration 10Q: 3 clusters Score -2841488 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2841822.000000 Penalty: 3013.602295
	Iteration 11Q: 3 clusters Score -2841822 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2842256.000000 Penalty: 3013.602295
	Iteration 12Q: 3 clusters Score -2842256 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2842806.500000 Penalty: 3013.602295
	Iteration 13Q: 3 clusters Score -2842806 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2843342.500000 Penalty: 3013.602295
	Iteration 14Q: 3 clusters Score -2843342 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2843778.250000 Penalty: 3013.602295
	Iteration 15Q: 3 clusters Score -2843778 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2844035.500000 Penalty: 3013.602295
	Iteration 16Q: 3 clusters Score -2844036 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2844171.750000 Penalty: 3013.602295
	Iteration 17Q: 3 clusters Score -2844172 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2844227.250000 Penalty: 3013.602295
	Iteration 18Q: 3 clusters Score -2844227 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2844259.500000 Penalty: 3013.602295
	Iteration 19Q: 3 clusters Score -2844260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2844296.500000 Penalty: 3013.602295
	Iteration 20F: 3 clusters Score -2844296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2844320.000000 Penalty: 3013.602295
	Iteration 21Q: 3 clusters Score -2844320 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2844338.750000 Penalty: 3013.602295
	Iteration 22Q: 3 clusters Score -2844339 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2844353.750000 Penalty: 3013.602295
	Iteration 23Q: 3 clusters Score -2844354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2844382.750000 Penalty: 3013.602295
	Iteration 24Q: 3 clusters Score -2844383 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2844401.000000 Penalty: 3013.602295
	Iteration 25Q: 3 clusters Score -2844401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2844414.250000 Penalty: 3013.602295
	Iteration 26Q: 3 clusters Score -2844414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2844452.250000 Penalty: 3013.602295
	Iteration 27Q: 3 clusters Score -2844452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2844467.250000 Penalty: 3013.602295
	Iteration 28Q: 3 clusters Score -2844467 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2844483.750000 Penalty: 3013.602295
	Iteration 29Q: 3 clusters Score -2844484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2844503.750000 Penalty: 3013.602295
	Iteration 30Q: 3 clusters Score -2844504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2844519.250000 Penalty: 3013.602295
	Iteration 31Q: 3 clusters Score -2844519 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2844536.250000 Penalty: 3013.602295
	Iteration 32Q: 3 clusters Score -2844536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2844544.000000 Penalty: 3013.602295
	Iteration 33Q: 3 clusters Score -2844544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2844566.250000 Penalty: 3013.602295
	Iteration 34Q: 3 clusters Score -2844566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2844585.500000 Penalty: 3013.602295
	Iteration 35Q: 3 clusters Score -2844586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2844608.000000 Penalty: 3013.602295
	Iteration 36Q: 3 clusters Score -2844608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2844641.750000 Penalty: 3013.602295
	Iteration 37Q: 3 clusters Score -2844642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2844653.500000 Penalty: 3013.602295
	Iteration 38Q: 3 clusters Score -2844654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2844668.250000 Penalty: 3013.602295
	Iteration 39Q: 3 clusters Score -2844668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2844672.750000 Penalty: 3013.602295
	Iteration 40F: 3 clusters Score -2844673 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2844699.750000 Penalty: 3013.602295
	Iteration 41Q: 3 clusters Score -2844700 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2844721.500000 Penalty: 3013.602295
	Iteration 42Q: 3 clusters Score -2844722 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2844747.000000 Penalty: 3013.602295
	Iteration 43Q: 3 clusters Score -2844747 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2844781.250000 Penalty: 3013.602295
	Iteration 44Q: 3 clusters Score -2844781 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2844818.750000 Penalty: 3013.602295
	Iteration 45Q: 3 clusters Score -2844819 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2844848.500000 Penalty: 3013.602295
	Iteration 46Q: 3 clusters Score -2844848 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2844876.750000 Penalty: 3013.602295
	Iteration 47Q: 3 clusters Score -2844877 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2844912.500000 Penalty: 3013.602295
	Iteration 48Q: 3 clusters Score -2844912 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2844957.250000 Penalty: 3013.602295
	Iteration 49Q: 3 clusters Score -2844957 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2844994.000000 Penalty: 3013.602295
	Iteration 50Q: 3 clusters Score -2844994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2845020.000000 Penalty: 3013.602295
	Iteration 51Q: 3 clusters Score -2845020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2845052.250000 Penalty: 3013.602295
	Iteration 52Q: 3 clusters Score -2845052 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2845100.250000 Penalty: 3013.602295
	Iteration 53Q: 3 clusters Score -2845100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2845121.750000 Penalty: 3013.602295
	Iteration 54Q: 3 clusters Score -2845122 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2845185.500000 Penalty: 3013.602295
	Iteration 55Q: 3 clusters Score -2845186 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2845251.250000 Penalty: 3013.602295
	Iteration 56Q: 3 clusters Score -2845251 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2845333.000000 Penalty: 3013.602295
	Iteration 57Q: 3 clusters Score -2845333 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2845414.750000 Penalty: 3013.602295
	Iteration 58Q: 3 clusters Score -2845415 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2845536.750000 Penalty: 3013.602295
	Iteration 59Q: 3 clusters Score -2845537 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2845662.500000 Penalty: 3013.602295
	Iteration 60F: 3 clusters Score -2845662 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2845767.750000 Penalty: 3013.602295
	Iteration 61Q: 3 clusters Score -2845768 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2845879.500000 Penalty: 3013.602295
	Iteration 62Q: 3 clusters Score -2845880 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2846003.250000 Penalty: 3013.602295
	Iteration 63Q: 3 clusters Score -2846003 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2846140.000000 Penalty: 3013.602295
	Iteration 64Q: 3 clusters Score -2846140 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2846262.000000 Penalty: 3013.602295
	Iteration 65Q: 3 clusters Score -2846262 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2846365.750000 Penalty: 3013.602295
	Iteration 66Q: 3 clusters Score -2846366 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2846469.750000 Penalty: 3013.602295
	Iteration 67Q: 3 clusters Score -2846470 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2846578.250000 Penalty: 3013.602295
	Iteration 68Q: 3 clusters Score -2846578 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2846678.500000 Penalty: 3013.602295
	Iteration 69Q: 3 clusters Score -2846678 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2846773.500000 Penalty: 3013.602295
	Iteration 70Q: 3 clusters Score -2846774 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2846862.000000 Penalty: 3013.602295
	Iteration 71Q: 3 clusters Score -2846862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2846956.250000 Penalty: 3013.602295
	Iteration 72Q: 3 clusters Score -2846956 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2847052.500000 Penalty: 3013.602295
	Iteration 73Q: 3 clusters Score -2847052 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2847143.750000 Penalty: 3013.602295
	Iteration 74Q: 3 clusters Score -2847144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2847249.250000 Penalty: 3013.602295
	Iteration 75Q: 3 clusters Score -2847249 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2847347.500000 Penalty: 3013.602295
	Iteration 76Q: 3 clusters Score -2847348 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2847440.500000 Penalty: 3013.602295
	Iteration 77Q: 3 clusters Score -2847440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2847515.000000 Penalty: 3013.602295
	Iteration 78Q: 3 clusters Score -2847515 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2847596.000000 Penalty: 3013.602295
	Iteration 79Q: 3 clusters Score -2847596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2847667.750000 Penalty: 3013.602295
	Iteration 80F: 3 clusters Score -2847668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2847738.750000 Penalty: 3013.602295
	Iteration 81Q: 3 clusters Score -2847739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2847796.750000 Penalty: 3013.602295
	Iteration 82Q: 3 clusters Score -2847797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2847847.250000 Penalty: 3013.602295
	Iteration 83Q: 3 clusters Score -2847847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2847885.250000 Penalty: 3013.602295
	Iteration 84Q: 3 clusters Score -2847885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2847913.000000 Penalty: 3013.602295
	Iteration 85Q: 3 clusters Score -2847913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2847930.750000 Penalty: 3013.602295
	Iteration 86Q: 3 clusters Score -2847931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2847944.000000 Penalty: 3013.602295
	Iteration 87Q: 3 clusters Score -2847944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2847955.000000 Penalty: 3013.602295
	Iteration 88Q: 3 clusters Score -2847955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2847965.750000 Penalty: 3013.602295
	Iteration 89Q: 3 clusters Score -2847966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2847976.000000 Penalty: 3013.602295
	Iteration 90Q: 3 clusters Score -2847976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2847987.500000 Penalty: 3013.602295
	Iteration 91Q: 3 clusters Score -2847988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2848009.500000 Penalty: 3013.602295
	Iteration 92Q: 3 clusters Score -2848010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2848019.500000 Penalty: 3013.602295
	Iteration 93Q: 3 clusters Score -2848020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2848031.000000 Penalty: 3013.602295
	Iteration 94Q: 3 clusters Score -2848031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2848046.000000 Penalty: 3013.602295
	Iteration 95Q: 3 clusters Score -2848046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2848054.500000 Penalty: 3013.602295
	Iteration 96Q: 3 clusters Score -2848054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2848066.500000 Penalty: 3013.602295
	Iteration 97Q: 3 clusters Score -2848066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2848074.000000 Penalty: 3013.602295
	Iteration 98Q: 3 clusters Score -2848074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2848078.000000 Penalty: 3013.602295
	Iteration 99Q: 3 clusters Score -2848078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2848078.500000 Penalty: 3013.602295
	Iteration 100F: 3 clusters Score -2848078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2848083.500000 Penalty: 3013.602295
	Iteration 101Q: 3 clusters Score -2848084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2848077.750000 Penalty: 3013.602295
	Iteration 102Q: 3 clusters Score -2848078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2848087.250000 Penalty: 3013.602295
	Iteration 103Q: 3 clusters Score -2848087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2848089.000000 Penalty: 3013.602295
	Iteration 104Q: 3 clusters Score -2848089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2848090.000000 Penalty: 3013.602295
	Iteration 105Q: 3 clusters Score -2848090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2848090.000000 Penalty: 3013.602295
	Iteration 106F: 3 clusters Score -2848090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -701453.250000 Penalty: 1303.578735
	Iteration 0F: 2 clusters Score -701453.2 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 3190 members 
Entering Unmasked Estep 
Score: -696910.812500 Penalty: 2607.157471
	Iteration 0F: 3 clusters Score -696910.8 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -698201.687500 Penalty: 2607.157471
	Iteration 1F: 3 clusters Score -698201.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -698435.312500 Penalty: 2607.157471
	Iteration 2F: 3 clusters Score -698435.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -698580.875000 Penalty: 2607.157471
	Iteration 3Q: 3 clusters Score -698580.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -698676.437500 Penalty: 2607.157471
	Iteration 4Q: 3 clusters Score -698676.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -698744.812500 Penalty: 2607.157471
	Iteration 5Q: 3 clusters Score -698744.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -698798.937500 Penalty: 2607.157471
	Iteration 6Q: 3 clusters Score -698798.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -698835.312500 Penalty: 2607.157471
	Iteration 7Q: 3 clusters Score -698835.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -698867.937500 Penalty: 2607.157471
	Iteration 8Q: 3 clusters Score -698867.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -698894.687500 Penalty: 2607.157471
	Iteration 9Q: 3 clusters Score -698894.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -698919.750000 Penalty: 2607.157471
	Iteration 10Q: 3 clusters Score -698919.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -698937.187500 Penalty: 2607.157471
	Iteration 11Q: 3 clusters Score -698937.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -698960.750000 Penalty: 2607.157471
	Iteration 12Q: 3 clusters Score -698960.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -698988.312500 Penalty: 2607.157471
	Iteration 13Q: 3 clusters Score -698988.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -699012.312500 Penalty: 2607.157471
	Iteration 14Q: 3 clusters Score -699012.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -699039.562500 Penalty: 2607.157471
	Iteration 15Q: 3 clusters Score -699039.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -699068.687500 Penalty: 2607.157471
	Iteration 16Q: 3 clusters Score -699068.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -699094.125000 Penalty: 2607.157471
	Iteration 17Q: 3 clusters Score -699094.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -699122.562500 Penalty: 2607.157471
	Iteration 18Q: 3 clusters Score -699122.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -699152.437500 Penalty: 2607.157471
	Iteration 19Q: 3 clusters Score -699152.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -699177.687500 Penalty: 2607.157471
	Iteration 20F: 3 clusters Score -699177.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -699198.000000 Penalty: 2607.157471
	Iteration 21Q: 3 clusters Score -699198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -699216.312500 Penalty: 2607.157471
	Iteration 22Q: 3 clusters Score -699216.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -699236.812500 Penalty: 2607.157471
	Iteration 23Q: 3 clusters Score -699236.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -699269.625000 Penalty: 2607.157471
	Iteration 24Q: 3 clusters Score -699269.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -699302.687500 Penalty: 2607.157471
	Iteration 25Q: 3 clusters Score -699302.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -699345.250000 Penalty: 2607.157471
	Iteration 26Q: 3 clusters Score -699345.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -699387.562500 Penalty: 2607.157471
	Iteration 27Q: 3 clusters Score -699387.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -699423.812500 Penalty: 2607.157471
	Iteration 28Q: 3 clusters Score -699423.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -699456.812500 Penalty: 2607.157471
	Iteration 29Q: 3 clusters Score -699456.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -699489.875000 Penalty: 2607.157471
	Iteration 30Q: 3 clusters Score -699489.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -699533.500000 Penalty: 2607.157471
	Iteration 31Q: 3 clusters Score -699533.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -699583.937500 Penalty: 2607.157471
	Iteration 32Q: 3 clusters Score -699583.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -699663.187500 Penalty: 2607.157471
	Iteration 33Q: 3 clusters Score -699663.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -699752.625000 Penalty: 2607.157471
	Iteration 34Q: 3 clusters Score -699752.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -699846.750000 Penalty: 2607.157471
	Iteration 35Q: 3 clusters Score -699846.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -699932.625000 Penalty: 2607.157471
	Iteration 36Q: 3 clusters Score -699932.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -699991.250000 Penalty: 2607.157471
	Iteration 37Q: 3 clusters Score -699991.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -700038.937500 Penalty: 2607.157471
	Iteration 38Q: 3 clusters Score -700038.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -700089.562500 Penalty: 2607.157471
	Iteration 39Q: 3 clusters Score -700089.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -700122.500000 Penalty: 2607.157471
	Iteration 40F: 3 clusters Score -700122.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -700148.562500 Penalty: 2607.157471
	Iteration 41Q: 3 clusters Score -700148.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -700176.125000 Penalty: 2607.157471
	Iteration 42Q: 3 clusters Score -700176.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -700203.000000 Penalty: 2607.157471
	Iteration 43Q: 3 clusters Score -700203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -700221.687500 Penalty: 2607.157471
	Iteration 44Q: 3 clusters Score -700221.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -700241.500000 Penalty: 2607.157471
	Iteration 45Q: 3 clusters Score -700241.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -700262.250000 Penalty: 2607.157471
	Iteration 46Q: 3 clusters Score -700262.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -700276.750000 Penalty: 2607.157471
	Iteration 47Q: 3 clusters Score -700276.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -700287.250000 Penalty: 2607.157471
	Iteration 48Q: 3 clusters Score -700287.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -700297.562500 Penalty: 2607.157471
	Iteration 49Q: 3 clusters Score -700297.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -700307.312500 Penalty: 2607.157471
	Iteration 50Q: 3 clusters Score -700307.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -700313.500000 Penalty: 2607.157471
	Iteration 51Q: 3 clusters Score -700313.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -700318.312500 Penalty: 2607.157471
	Iteration 52Q: 3 clusters Score -700318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -700323.625000 Penalty: 2607.157471
	Iteration 53Q: 3 clusters Score -700323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -700329.437500 Penalty: 2607.157471
	Iteration 54Q: 3 clusters Score -700329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -700333.875000 Penalty: 2607.157471
	Iteration 55Q: 3 clusters Score -700333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -700338.312500 Penalty: 2607.157471
	Iteration 56Q: 3 clusters Score -700338.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -700346.812500 Penalty: 2607.157471
	Iteration 57Q: 3 clusters Score -700346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -700349.625000 Penalty: 2607.157471
	Iteration 58Q: 3 clusters Score -700349.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -700359.062500 Penalty: 2607.157471
	Iteration 59Q: 3 clusters Score -700359.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -700370.437500 Penalty: 2607.157471
	Iteration 60F: 3 clusters Score -700370.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -700375.375000 Penalty: 2607.157471
	Iteration 61Q: 3 clusters Score -700375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -700385.125000 Penalty: 2607.157471
	Iteration 62Q: 3 clusters Score -700385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -700390.187500 Penalty: 2607.157471
	Iteration 63Q: 3 clusters Score -700390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -700392.625000 Penalty: 2607.157471
	Iteration 64Q: 3 clusters Score -700392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -700393.750000 Penalty: 2607.157471
	Iteration 65Q: 3 clusters Score -700393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -700396.000000 Penalty: 2607.157471
	Iteration 66Q: 3 clusters Score -700396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -700395.625000 Penalty: 2607.157471
	Iteration 67Q: 3 clusters Score -700395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -700396.062500 Penalty: 2607.157471
	Iteration 68Q: 3 clusters Score -700396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -700396.062500 Penalty: 2607.157471
	Iteration 69Q: 3 clusters Score -700396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -700396.062500 Penalty: 2607.157471
	Iteration 70F: 3 clusters Score -700396.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -1436542.625000 Penalty: 1402.110718
	Iteration 0F: 2 clusters Score -1436543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1428289.250000 Penalty: 2804.221436
	Iteration 0F: 3 clusters Score -1428289 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1431085.125000 Penalty: 2804.221436
	Iteration 1F: 3 clusters Score -1431085 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1431388.000000 Penalty: 2804.221436
	Iteration 2F: 3 clusters Score -1431388 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1431585.000000 Penalty: 2804.221436
	Iteration 3Q: 3 clusters Score -1431585 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1431737.000000 Penalty: 2804.221436
	Iteration 4Q: 3 clusters Score -1431737 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1431897.500000 Penalty: 2804.221436
	Iteration 5Q: 3 clusters Score -1431898 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1432093.125000 Penalty: 2804.221436
	Iteration 6Q: 3 clusters Score -1432093 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1432301.875000 Penalty: 2804.221436
	Iteration 7Q: 3 clusters Score -1432302 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1432511.625000 Penalty: 2804.221436
	Iteration 8Q: 3 clusters Score -1432512 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1432762.375000 Penalty: 2804.221436
	Iteration 9Q: 3 clusters Score -1432762 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1433017.125000 Penalty: 2804.221436
	Iteration 10Q: 3 clusters Score -1433017 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1433291.625000 Penalty: 2804.221436
	Iteration 11Q: 3 clusters Score -1433292 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1433554.875000 Penalty: 2804.221436
	Iteration 12Q: 3 clusters Score -1433555 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1433838.375000 Penalty: 2804.221436
	Iteration 13Q: 3 clusters Score -1433838 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1434107.125000 Penalty: 2804.221436
	Iteration 14Q: 3 clusters Score -1434107 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1434408.625000 Penalty: 2804.221436
	Iteration 15Q: 3 clusters Score -1434409 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1434649.625000 Penalty: 2804.221436
	Iteration 16Q: 3 clusters Score -1434650 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1434823.750000 Penalty: 2804.221436
	Iteration 17Q: 3 clusters Score -1434824 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1434945.000000 Penalty: 2804.221436
	Iteration 18Q: 3 clusters Score -1434945 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1435031.125000 Penalty: 2804.221436
	Iteration 19Q: 3 clusters Score -1435031 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1435103.625000 Penalty: 2804.221436
	Iteration 20F: 3 clusters Score -1435104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1435165.625000 Penalty: 2804.221436
	Iteration 21Q: 3 clusters Score -1435166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1435211.125000 Penalty: 2804.221436
	Iteration 22Q: 3 clusters Score -1435211 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1435263.000000 Penalty: 2804.221436
	Iteration 23Q: 3 clusters Score -1435263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1435311.250000 Penalty: 2804.221436
	Iteration 24Q: 3 clusters Score -1435311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1435344.125000 Penalty: 2804.221436
	Iteration 25Q: 3 clusters Score -1435344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1435365.875000 Penalty: 2804.221436
	Iteration 26Q: 3 clusters Score -1435366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1435376.625000 Penalty: 2804.221436
	Iteration 27Q: 3 clusters Score -1435377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1435396.125000 Penalty: 2804.221436
	Iteration 28Q: 3 clusters Score -1435396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1435410.750000 Penalty: 2804.221436
	Iteration 29Q: 3 clusters Score -1435411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1435423.625000 Penalty: 2804.221436
	Iteration 30Q: 3 clusters Score -1435424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1435433.000000 Penalty: 2804.221436
	Iteration 31Q: 3 clusters Score -1435433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1435449.875000 Penalty: 2804.221436
	Iteration 32Q: 3 clusters Score -1435450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1435467.000000 Penalty: 2804.221436
	Iteration 33Q: 3 clusters Score -1435467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1435475.625000 Penalty: 2804.221436
	Iteration 34Q: 3 clusters Score -1435476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1435491.375000 Penalty: 2804.221436
	Iteration 35Q: 3 clusters Score -1435491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1435503.750000 Penalty: 2804.221436
	Iteration 36Q: 3 clusters Score -1435504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1435514.125000 Penalty: 2804.221436
	Iteration 37Q: 3 clusters Score -1435514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1435527.125000 Penalty: 2804.221436
	Iteration 38Q: 3 clusters Score -1435527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1435532.750000 Penalty: 2804.221436
	Iteration 39Q: 3 clusters Score -1435533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1435541.875000 Penalty: 2804.221436
	Iteration 40F: 3 clusters Score -1435542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1435546.125000 Penalty: 2804.221436
	Iteration 41Q: 3 clusters Score -1435546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1435547.625000 Penalty: 2804.221436
	Iteration 42Q: 3 clusters Score -1435548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1435552.000000 Penalty: 2804.221436
	Iteration 43Q: 3 clusters Score -1435552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1435561.375000 Penalty: 2804.221436
	Iteration 44Q: 3 clusters Score -1435561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1435572.250000 Penalty: 2804.221436
	Iteration 45Q: 3 clusters Score -1435572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1435581.000000 Penalty: 2804.221436
	Iteration 46Q: 3 clusters Score -1435581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1435589.500000 Penalty: 2804.221436
	Iteration 47Q: 3 clusters Score -1435590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1435601.000000 Penalty: 2804.221436
	Iteration 48Q: 3 clusters Score -1435601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1435610.000000 Penalty: 2804.221436
	Iteration 49Q: 3 clusters Score -1435610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1435614.000000 Penalty: 2804.221436
	Iteration 50Q: 3 clusters Score -1435614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1435614.125000 Penalty: 2804.221436
	Iteration 51Q: 3 clusters Score -1435614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1435618.875000 Penalty: 2804.221436
	Iteration 52Q: 3 clusters Score -1435619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1435626.000000 Penalty: 2804.221436
	Iteration 53Q: 3 clusters Score -1435626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1435632.250000 Penalty: 2804.221436
	Iteration 54Q: 3 clusters Score -1435632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1435635.750000 Penalty: 2804.221436
	Iteration 55Q: 3 clusters Score -1435636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1435638.250000 Penalty: 2804.221436
	Iteration 56Q: 3 clusters Score -1435638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1435643.375000 Penalty: 2804.221436
	Iteration 57Q: 3 clusters Score -1435643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1435641.750000 Penalty: 2804.221436
	Iteration 58Q: 3 clusters Score -1435642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1435648.125000 Penalty: 2804.221436
	Iteration 59Q: 3 clusters Score -1435648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1435648.125000 Penalty: 2804.221436
	Iteration 60F: 3 clusters Score -1435648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1435647.500000 Penalty: 2804.221436
	Iteration 61Q: 3 clusters Score -1435648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1435651.375000 Penalty: 2804.221436
	Iteration 62Q: 3 clusters Score -1435651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1435650.125000 Penalty: 2804.221436
	Iteration 63Q: 3 clusters Score -1435650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1435650.125000 Penalty: 2804.221436
	Iteration 64F: 3 clusters Score -1435650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -17142.693359 Penalty: 835.775574
	Iteration 0F: 2 clusters Score -17142.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16483.894531 Penalty: 1671.551147
	Iteration 0F: 3 clusters Score -16483.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16602.539062 Penalty: 1671.551147
	Iteration 1F: 3 clusters Score -16602.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16661.531250 Penalty: 1671.551147
	Iteration 2Q: 3 clusters Score -16661.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16682.699219 Penalty: 1671.551147
	Iteration 3Q: 3 clusters Score -16682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16692.552734 Penalty: 1671.551147
	Iteration 4Q: 3 clusters Score -16692.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16699.119141 Penalty: 1671.551147
	Iteration 5Q: 3 clusters Score -16699.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16707.572266 Penalty: 1671.551147
	Iteration 6Q: 3 clusters Score -16707.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16710.253906 Penalty: 1671.551147
	Iteration 7Q: 3 clusters Score -16710.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16710.253906 Penalty: 1671.551147
	Iteration 8F: 3 clusters Score -16710.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Entering Unmasked Estep 
Score: -3526871.000000 Penalty: 1541.802734
	Iteration 0F: 2 clusters Score -3526871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3506340.000000 Penalty: 3083.605469
	Iteration 0F: 3 clusters Score -3506340 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3514178.250000 Penalty: 3083.605469
	Iteration 1F: 3 clusters Score -3514178 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3514875.750000 Penalty: 3083.605469
	Iteration 2F: 3 clusters Score -3514876 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3515630.250000 Penalty: 3083.605469
	Iteration 3F: 3 clusters Score -3515630 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3516531.250000 Penalty: 3083.605469
	Iteration 4F: 3 clusters Score -3516531 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3517508.500000 Penalty: 3083.605469
	Iteration 5F: 3 clusters Score -3517508 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3518566.250000 Penalty: 3083.605469
	Iteration 6F: 3 clusters Score -3518566 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3519623.500000 Penalty: 3083.605469
	Iteration 7F: 3 clusters Score -3519624 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3520532.500000 Penalty: 3083.605469
	Iteration 8F: 3 clusters Score -3520532 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3521271.500000 Penalty: 3083.605469
	Iteration 9Q: 3 clusters Score -3521272 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3521855.250000 Penalty: 3083.605469
	Iteration 10Q: 3 clusters Score -3521855 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3522300.250000 Penalty: 3083.605469
	Iteration 11Q: 3 clusters Score -3522300 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3522673.000000 Penalty: 3083.605469
	Iteration 12Q: 3 clusters Score -3522673 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3522952.750000 Penalty: 3083.605469
	Iteration 13Q: 3 clusters Score -3522953 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3523148.500000 Penalty: 3083.605469
	Iteration 14Q: 3 clusters Score -3523148 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3523298.750000 Penalty: 3083.605469
	Iteration 15Q: 3 clusters Score -3523299 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3523451.250000 Penalty: 3083.605469
	Iteration 16Q: 3 clusters Score -3523451 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3523576.250000 Penalty: 3083.605469
	Iteration 17Q: 3 clusters Score -3523576 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3523672.250000 Penalty: 3083.605469
	Iteration 18Q: 3 clusters Score -3523672 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3523780.250000 Penalty: 3083.605469
	Iteration 19Q: 3 clusters Score -3523780 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3523878.000000 Penalty: 3083.605469
	Iteration 20F: 3 clusters Score -3523878 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3523969.000000 Penalty: 3083.605469
	Iteration 21Q: 3 clusters Score -3523969 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3524076.000000 Penalty: 3083.605469
	Iteration 22Q: 3 clusters Score -3524076 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3524169.500000 Penalty: 3083.605469
	Iteration 23Q: 3 clusters Score -3524170 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3524283.250000 Penalty: 3083.605469
	Iteration 24Q: 3 clusters Score -3524283 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3524367.000000 Penalty: 3083.605469
	Iteration 25Q: 3 clusters Score -3524367 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3524465.250000 Penalty: 3083.605469
	Iteration 26Q: 3 clusters Score -3524465 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3524568.750000 Penalty: 3083.605469
	Iteration 27Q: 3 clusters Score -3524569 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3524657.250000 Penalty: 3083.605469
	Iteration 28Q: 3 clusters Score -3524657 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3524754.500000 Penalty: 3083.605469
	Iteration 29Q: 3 clusters Score -3524754 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3524821.000000 Penalty: 3083.605469
	Iteration 30Q: 3 clusters Score -3524821 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3524892.750000 Penalty: 3083.605469
	Iteration 31Q: 3 clusters Score -3524893 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3524954.750000 Penalty: 3083.605469
	Iteration 32Q: 3 clusters Score -3524955 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3525014.250000 Penalty: 3083.605469
	Iteration 33Q: 3 clusters Score -3525014 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3525067.750000 Penalty: 3083.605469
	Iteration 34Q: 3 clusters Score -3525068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3525111.750000 Penalty: 3083.605469
	Iteration 35Q: 3 clusters Score -3525112 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3525172.500000 Penalty: 3083.605469
	Iteration 36Q: 3 clusters Score -3525172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3525221.250000 Penalty: 3083.605469
	Iteration 37Q: 3 clusters Score -3525221 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3525263.750000 Penalty: 3083.605469
	Iteration 38Q: 3 clusters Score -3525264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3525292.500000 Penalty: 3083.605469
	Iteration 39Q: 3 clusters Score -3525292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3525333.750000 Penalty: 3083.605469
	Iteration 40F: 3 clusters Score -3525334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3525368.000000 Penalty: 3083.605469
	Iteration 41Q: 3 clusters Score -3525368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3525385.000000 Penalty: 3083.605469
	Iteration 42Q: 3 clusters Score -3525385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3525401.000000 Penalty: 3083.605469
	Iteration 43Q: 3 clusters Score -3525401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3525418.000000 Penalty: 3083.605469
	Iteration 44Q: 3 clusters Score -3525418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3525440.250000 Penalty: 3083.605469
	Iteration 45Q: 3 clusters Score -3525440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3525449.250000 Penalty: 3083.605469
	Iteration 46Q: 3 clusters Score -3525449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3525464.750000 Penalty: 3083.605469
	Iteration 47Q: 3 clusters Score -3525465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3525481.750000 Penalty: 3083.605469
	Iteration 48Q: 3 clusters Score -3525482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3525494.000000 Penalty: 3083.605469
	Iteration 49Q: 3 clusters Score -3525494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -3525517.500000 Penalty: 3083.605469
	Iteration 50Q: 3 clusters Score -3525518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3525524.000000 Penalty: 3083.605469
	Iteration 51Q: 3 clusters Score -3525524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3525539.000000 Penalty: 3083.605469
	Iteration 52Q: 3 clusters Score -3525539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3525561.750000 Penalty: 3083.605469
	Iteration 53Q: 3 clusters Score -3525562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3525590.000000 Penalty: 3083.605469
	Iteration 54Q: 3 clusters Score -3525590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3525592.750000 Penalty: 3083.605469
	Iteration 55Q: 3 clusters Score -3525593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3525605.250000 Penalty: 3083.605469
	Iteration 56Q: 3 clusters Score -3525605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3525614.750000 Penalty: 3083.605469
	Iteration 57Q: 3 clusters Score -3525615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3525630.750000 Penalty: 3083.605469
	Iteration 58Q: 3 clusters Score -3525631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3525638.750000 Penalty: 3083.605469
	Iteration 59Q: 3 clusters Score -3525639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3525651.000000 Penalty: 3083.605469
	Iteration 60F: 3 clusters Score -3525651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3525660.750000 Penalty: 3083.605469
	Iteration 61Q: 3 clusters Score -3525661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3525672.500000 Penalty: 3083.605469
	Iteration 62Q: 3 clusters Score -3525672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3525674.250000 Penalty: 3083.605469
	Iteration 63Q: 3 clusters Score -3525674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3525690.500000 Penalty: 3083.605469
	Iteration 64Q: 3 clusters Score -3525690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3525694.000000 Penalty: 3083.605469
	Iteration 65Q: 3 clusters Score -3525694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3525699.250000 Penalty: 3083.605469
	Iteration 66Q: 3 clusters Score -3525699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3525700.250000 Penalty: 3083.605469
	Iteration 67Q: 3 clusters Score -3525700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3525700.750000 Penalty: 3083.605469
	Iteration 68Q: 3 clusters Score -3525701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3525708.250000 Penalty: 3083.605469
	Iteration 69Q: 3 clusters Score -3525708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3525713.750000 Penalty: 3083.605469
	Iteration 70Q: 3 clusters Score -3525714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3525717.500000 Penalty: 3083.605469
	Iteration 71Q: 3 clusters Score -3525718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3525718.750000 Penalty: 3083.605469
	Iteration 72Q: 3 clusters Score -3525719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3525716.250000 Penalty: 3083.605469
	Iteration 73Q: 3 clusters Score -3525716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3525721.500000 Penalty: 3083.605469
	Iteration 74Q: 3 clusters Score -3525722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3525723.750000 Penalty: 3083.605469
	Iteration 75Q: 3 clusters Score -3525724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3525727.000000 Penalty: 3083.605469
	Iteration 76Q: 3 clusters Score -3525727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3525728.500000 Penalty: 3083.605469
	Iteration 77Q: 3 clusters Score -3525728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3525729.500000 Penalty: 3083.605469
	Iteration 78Q: 3 clusters Score -3525730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3525728.000000 Penalty: 3083.605469
	Iteration 79Q: 3 clusters Score -3525728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3525730.000000 Penalty: 3083.605469
	Iteration 80F: 3 clusters Score -3525730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3525728.500000 Penalty: 3083.605469
	Iteration 81Q: 3 clusters Score -3525728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3525725.750000 Penalty: 3083.605469
	Iteration 82Q: 3 clusters Score -3525726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3525725.500000 Penalty: 3083.605469
	Iteration 83Q: 3 clusters Score -3525726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3525730.500000 Penalty: 3083.605469
	Iteration 84Q: 3 clusters Score -3525730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3525727.750000 Penalty: 3083.605469
	Iteration 85Q: 3 clusters Score -3525728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -3525731.250000 Penalty: 3083.605469
	Iteration 86Q: 3 clusters Score -3525731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3525727.250000 Penalty: 3083.605469
	Iteration 87Q: 3 clusters Score -3525727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3525735.500000 Penalty: 3083.605469
	Iteration 88Q: 3 clusters Score -3525736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3525740.750000 Penalty: 3083.605469
	Iteration 89Q: 3 clusters Score -3525741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3525743.750000 Penalty: 3083.605469
	Iteration 90Q: 3 clusters Score -3525744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3525743.750000 Penalty: 3083.605469
	Iteration 91Q: 3 clusters Score -3525744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3525748.500000 Penalty: 3083.605469
	Iteration 92Q: 3 clusters Score -3525748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3525750.000000 Penalty: 3083.605469
	Iteration 93Q: 3 clusters Score -3525750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3525750.500000 Penalty: 3083.605469
	Iteration 94Q: 3 clusters Score -3525750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3525750.000000 Penalty: 3083.605469
	Iteration 95Q: 3 clusters Score -3525750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3525753.500000 Penalty: 3083.605469
	Iteration 96Q: 3 clusters Score -3525754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3525758.000000 Penalty: 3083.605469
	Iteration 97Q: 3 clusters Score -3525758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3525753.250000 Penalty: 3083.605469
	Iteration 98Q: 3 clusters Score -3525753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3525759.250000 Penalty: 3083.605469
	Iteration 99Q: 3 clusters Score -3525759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3525768.000000 Penalty: 3083.605469
	Iteration 100F: 3 clusters Score -3525768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3525767.500000 Penalty: 3083.605469
	Iteration 101Q: 3 clusters Score -3525768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3525762.000000 Penalty: 3083.605469
	Iteration 102Q: 3 clusters Score -3525762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3525768.750000 Penalty: 3083.605469
	Iteration 103Q: 3 clusters Score -3525769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3525773.250000 Penalty: 3083.605469
	Iteration 104Q: 3 clusters Score -3525773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3525769.250000 Penalty: 3083.605469
	Iteration 105Q: 3 clusters Score -3525769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3525772.000000 Penalty: 3083.605469
	Iteration 106Q: 3 clusters Score -3525772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3525770.750000 Penalty: 3083.605469
	Iteration 107Q: 3 clusters Score -3525771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3525773.500000 Penalty: 3083.605469
	Iteration 108Q: 3 clusters Score -3525774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3525784.000000 Penalty: 3083.605469
	Iteration 109Q: 3 clusters Score -3525784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3525794.000000 Penalty: 3083.605469
	Iteration 110Q: 3 clusters Score -3525794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3525800.250000 Penalty: 3083.605469
	Iteration 111Q: 3 clusters Score -3525800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3525802.750000 Penalty: 3083.605469
	Iteration 112Q: 3 clusters Score -3525803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3525805.500000 Penalty: 3083.605469
	Iteration 113Q: 3 clusters Score -3525806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3525810.500000 Penalty: 3083.605469
	Iteration 114Q: 3 clusters Score -3525810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3525810.250000 Penalty: 3083.605469
	Iteration 115Q: 3 clusters Score -3525810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3525813.500000 Penalty: 3083.605469
	Iteration 116Q: 3 clusters Score -3525814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3525814.000000 Penalty: 3083.605469
	Iteration 117Q: 3 clusters Score -3525814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3525818.750000 Penalty: 3083.605469
	Iteration 118Q: 3 clusters Score -3525819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3525823.750000 Penalty: 3083.605469
	Iteration 119Q: 3 clusters Score -3525824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3525837.000000 Penalty: 3083.605469
	Iteration 120F: 3 clusters Score -3525837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3525844.500000 Penalty: 3083.605469
	Iteration 121Q: 3 clusters Score -3525844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3525853.500000 Penalty: 3083.605469
	Iteration 122Q: 3 clusters Score -3525854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3525856.750000 Penalty: 3083.605469
	Iteration 123Q: 3 clusters Score -3525857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3525857.500000 Penalty: 3083.605469
	Iteration 124Q: 3 clusters Score -3525858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3525862.750000 Penalty: 3083.605469
	Iteration 125Q: 3 clusters Score -3525863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3525873.750000 Penalty: 3083.605469
	Iteration 126Q: 3 clusters Score -3525874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3525878.000000 Penalty: 3083.605469
	Iteration 127Q: 3 clusters Score -3525878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3525890.250000 Penalty: 3083.605469
	Iteration 128Q: 3 clusters Score -3525890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3525885.750000 Penalty: 3083.605469
	Iteration 129Q: 3 clusters Score -3525886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3525894.000000 Penalty: 3083.605469
	Iteration 130Q: 3 clusters Score -3525894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3525893.000000 Penalty: 3083.605469
	Iteration 131Q: 3 clusters Score -3525893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3525898.250000 Penalty: 3083.605469
	Iteration 132Q: 3 clusters Score -3525898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3525897.750000 Penalty: 3083.605469
	Iteration 133Q: 3 clusters Score -3525898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3525904.250000 Penalty: 3083.605469
	Iteration 134Q: 3 clusters Score -3525904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3525905.750000 Penalty: 3083.605469
	Iteration 135Q: 3 clusters Score -3525906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3525906.750000 Penalty: 3083.605469
	Iteration 136Q: 3 clusters Score -3525907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3525909.750000 Penalty: 3083.605469
	Iteration 137Q: 3 clusters Score -3525910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3525910.250000 Penalty: 3083.605469
	Iteration 138Q: 3 clusters Score -3525910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3525913.500000 Penalty: 3083.605469
	Iteration 139Q: 3 clusters Score -3525914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3525924.000000 Penalty: 3083.605469
	Iteration 140F: 3 clusters Score -3525924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3525925.250000 Penalty: 3083.605469
	Iteration 141Q: 3 clusters Score -3525925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3525932.250000 Penalty: 3083.605469
	Iteration 142Q: 3 clusters Score -3525932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3525938.500000 Penalty: 3083.605469
	Iteration 143Q: 3 clusters Score -3525938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3525944.750000 Penalty: 3083.605469
	Iteration 144Q: 3 clusters Score -3525945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3525948.250000 Penalty: 3083.605469
	Iteration 145Q: 3 clusters Score -3525948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3525951.000000 Penalty: 3083.605469
	Iteration 146Q: 3 clusters Score -3525951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3525949.750000 Penalty: 3083.605469
	Iteration 147Q: 3 clusters Score -3525950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3525947.250000 Penalty: 3083.605469
	Iteration 148Q: 3 clusters Score -3525947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3525955.000000 Penalty: 3083.605469
	Iteration 149Q: 3 clusters Score -3525955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3525958.750000 Penalty: 3083.605469
	Iteration 150Q: 3 clusters Score -3525959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3525965.000000 Penalty: 3083.605469
	Iteration 151Q: 3 clusters Score -3525965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3525970.250000 Penalty: 3083.605469
	Iteration 152Q: 3 clusters Score -3525970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3525978.250000 Penalty: 3083.605469
	Iteration 153Q: 3 clusters Score -3525978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3525985.000000 Penalty: 3083.605469
	Iteration 154Q: 3 clusters Score -3525985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3526001.250000 Penalty: 3083.605469
	Iteration 155Q: 3 clusters Score -3526001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3525998.750000 Penalty: 3083.605469
	Iteration 156Q: 3 clusters Score -3525999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3526007.000000 Penalty: 3083.605469
	Iteration 157Q: 3 clusters Score -3526007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3526006.250000 Penalty: 3083.605469
	Iteration 158Q: 3 clusters Score -3526006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3526014.500000 Penalty: 3083.605469
	Iteration 159Q: 3 clusters Score -3526014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3526017.500000 Penalty: 3083.605469
	Iteration 160F: 3 clusters Score -3526018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3526029.750000 Penalty: 3083.605469
	Iteration 161Q: 3 clusters Score -3526030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3526034.000000 Penalty: 3083.605469
	Iteration 162Q: 3 clusters Score -3526034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3526041.750000 Penalty: 3083.605469
	Iteration 163Q: 3 clusters Score -3526042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3526049.750000 Penalty: 3083.605469
	Iteration 164Q: 3 clusters Score -3526050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3526065.750000 Penalty: 3083.605469
	Iteration 165Q: 3 clusters Score -3526066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3526077.500000 Penalty: 3083.605469
	Iteration 166Q: 3 clusters Score -3526078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3526090.500000 Penalty: 3083.605469
	Iteration 167Q: 3 clusters Score -3526090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3526091.000000 Penalty: 3083.605469
	Iteration 168Q: 3 clusters Score -3526091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3526099.250000 Penalty: 3083.605469
	Iteration 169Q: 3 clusters Score -3526099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3526108.000000 Penalty: 3083.605469
	Iteration 170Q: 3 clusters Score -3526108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3526109.500000 Penalty: 3083.605469
	Iteration 171Q: 3 clusters Score -3526110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3526117.000000 Penalty: 3083.605469
	Iteration 172Q: 3 clusters Score -3526117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3526122.500000 Penalty: 3083.605469
	Iteration 173Q: 3 clusters Score -3526122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3526131.000000 Penalty: 3083.605469
	Iteration 174Q: 3 clusters Score -3526131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3526129.500000 Penalty: 3083.605469
	Iteration 175Q: 3 clusters Score -3526130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3526133.250000 Penalty: 3083.605469
	Iteration 176Q: 3 clusters Score -3526133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3526134.500000 Penalty: 3083.605469
	Iteration 177Q: 3 clusters Score -3526134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3526135.750000 Penalty: 3083.605469
	Iteration 178Q: 3 clusters Score -3526136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3526139.250000 Penalty: 3083.605469
	Iteration 179Q: 3 clusters Score -3526139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3526144.250000 Penalty: 3083.605469
	Iteration 180F: 3 clusters Score -3526144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3526145.500000 Penalty: 3083.605469
	Iteration 181Q: 3 clusters Score -3526146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3526145.750000 Penalty: 3083.605469
	Iteration 182Q: 3 clusters Score -3526146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3526148.250000 Penalty: 3083.605469
	Iteration 183Q: 3 clusters Score -3526148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3526147.250000 Penalty: 3083.605469
	Iteration 184Q: 3 clusters Score -3526147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3526147.250000 Penalty: 3083.605469
	Iteration 185Q: 3 clusters Score -3526147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3526147.250000 Penalty: 3083.605469
	Iteration 186F: 3 clusters Score -3526147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (25331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Entering Unmasked Estep 
Score: -2967758.250000 Penalty: 1508.799927
	Iteration 0F: 2 clusters Score -2967758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2951220.250000 Penalty: 3017.599854
	Iteration 0F: 3 clusters Score -2951220 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2957266.500000 Penalty: 3017.599854
	Iteration 1F: 3 clusters Score -2957266 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2957687.750000 Penalty: 3017.599854
	Iteration 2Q: 3 clusters Score -2957688 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2958030.250000 Penalty: 3017.599854
	Iteration 3Q: 3 clusters Score -2958030 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2958305.250000 Penalty: 3017.599854
	Iteration 4Q: 3 clusters Score -2958305 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2958613.750000 Penalty: 3017.599854
	Iteration 5Q: 3 clusters Score -2958614 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2958913.000000 Penalty: 3017.599854
	Iteration 6Q: 3 clusters Score -2958913 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2959309.750000 Penalty: 3017.599854
	Iteration 7Q: 3 clusters Score -2959310 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2959743.000000 Penalty: 3017.599854
	Iteration 8Q: 3 clusters Score -2959743 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2960222.000000 Penalty: 3017.599854
	Iteration 9Q: 3 clusters Score -2960222 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2960701.000000 Penalty: 3017.599854
	Iteration 10Q: 3 clusters Score -2960701 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2961247.500000 Penalty: 3017.599854
	Iteration 11Q: 3 clusters Score -2961248 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2961836.750000 Penalty: 3017.599854
	Iteration 12Q: 3 clusters Score -2961837 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2962430.000000 Penalty: 3017.599854
	Iteration 13Q: 3 clusters Score -2962430 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2962996.500000 Penalty: 3017.599854
	Iteration 14Q: 3 clusters Score -2962996 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2963513.000000 Penalty: 3017.599854
	Iteration 15Q: 3 clusters Score -2963513 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2963956.750000 Penalty: 3017.599854
	Iteration 16Q: 3 clusters Score -2963957 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2964319.500000 Penalty: 3017.599854
	Iteration 17Q: 3 clusters Score -2964320 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2964695.750000 Penalty: 3017.599854
	Iteration 18Q: 3 clusters Score -2964696 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2964962.250000 Penalty: 3017.599854
	Iteration 19Q: 3 clusters Score -2964962 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2965202.500000 Penalty: 3017.599854
	Iteration 20F: 3 clusters Score -2965202 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2965382.000000 Penalty: 3017.599854
	Iteration 21Q: 3 clusters Score -2965382 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2965543.750000 Penalty: 3017.599854
	Iteration 22Q: 3 clusters Score -2965544 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2965667.750000 Penalty: 3017.599854
	Iteration 23Q: 3 clusters Score -2965668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2965806.250000 Penalty: 3017.599854
	Iteration 24Q: 3 clusters Score -2965806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2965921.750000 Penalty: 3017.599854
	Iteration 25Q: 3 clusters Score -2965922 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2966008.500000 Penalty: 3017.599854
	Iteration 26Q: 3 clusters Score -2966008 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2966083.000000 Penalty: 3017.599854
	Iteration 27Q: 3 clusters Score -2966083 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2966134.750000 Penalty: 3017.599854
	Iteration 28Q: 3 clusters Score -2966135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2966183.250000 Penalty: 3017.599854
	Iteration 29Q: 3 clusters Score -2966183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2966239.000000 Penalty: 3017.599854
	Iteration 30Q: 3 clusters Score -2966239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2966293.250000 Penalty: 3017.599854
	Iteration 31Q: 3 clusters Score -2966293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2966338.750000 Penalty: 3017.599854
	Iteration 32Q: 3 clusters Score -2966339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2966369.250000 Penalty: 3017.599854
	Iteration 33Q: 3 clusters Score -2966369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2966396.750000 Penalty: 3017.599854
	Iteration 34Q: 3 clusters Score -2966397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2966421.000000 Penalty: 3017.599854
	Iteration 35Q: 3 clusters Score -2966421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2966445.000000 Penalty: 3017.599854
	Iteration 36Q: 3 clusters Score -2966445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2966458.500000 Penalty: 3017.599854
	Iteration 37Q: 3 clusters Score -2966458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2966468.000000 Penalty: 3017.599854
	Iteration 38Q: 3 clusters Score -2966468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2966481.000000 Penalty: 3017.599854
	Iteration 39Q: 3 clusters Score -2966481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2966485.750000 Penalty: 3017.599854
	Iteration 40F: 3 clusters Score -2966486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2966499.750000 Penalty: 3017.599854
	Iteration 41Q: 3 clusters Score -2966500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2966508.250000 Penalty: 3017.599854
	Iteration 42Q: 3 clusters Score -2966508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2966521.000000 Penalty: 3017.599854
	Iteration 43Q: 3 clusters Score -2966521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2966528.000000 Penalty: 3017.599854
	Iteration 44Q: 3 clusters Score -2966528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2966535.000000 Penalty: 3017.599854
	Iteration 45Q: 3 clusters Score -2966535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2966537.750000 Penalty: 3017.599854
	Iteration 46Q: 3 clusters Score -2966538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2966549.500000 Penalty: 3017.599854
	Iteration 47Q: 3 clusters Score -2966550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2966554.000000 Penalty: 3017.599854
	Iteration 48Q: 3 clusters Score -2966554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2966564.750000 Penalty: 3017.599854
	Iteration 49Q: 3 clusters Score -2966565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2966567.250000 Penalty: 3017.599854
	Iteration 50Q: 3 clusters Score -2966567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2966571.750000 Penalty: 3017.599854
	Iteration 51Q: 3 clusters Score -2966572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2966578.500000 Penalty: 3017.599854
	Iteration 52Q: 3 clusters Score -2966578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2966582.750000 Penalty: 3017.599854
	Iteration 53Q: 3 clusters Score -2966583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2966588.000000 Penalty: 3017.599854
	Iteration 54Q: 3 clusters Score -2966588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2966589.250000 Penalty: 3017.599854
	Iteration 55Q: 3 clusters Score -2966589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2966593.750000 Penalty: 3017.599854
	Iteration 56Q: 3 clusters Score -2966594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2966596.750000 Penalty: 3017.599854
	Iteration 57Q: 3 clusters Score -2966597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2966599.750000 Penalty: 3017.599854
	Iteration 58Q: 3 clusters Score -2966600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2966605.000000 Penalty: 3017.599854
	Iteration 59Q: 3 clusters Score -2966605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2966609.000000 Penalty: 3017.599854
	Iteration 60F: 3 clusters Score -2966609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2966612.750000 Penalty: 3017.599854
	Iteration 61Q: 3 clusters Score -2966613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2966615.500000 Penalty: 3017.599854
	Iteration 62Q: 3 clusters Score -2966616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2966620.500000 Penalty: 3017.599854
	Iteration 63Q: 3 clusters Score -2966620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2966618.500000 Penalty: 3017.599854
	Iteration 64Q: 3 clusters Score -2966618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2966618.500000 Penalty: 3017.599854
	Iteration 65F: 3 clusters Score -2966618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (67351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Entering Unmasked Estep 
Score: -7897186.000000 Penalty: 1654.309814
	Iteration 0F: 2 clusters Score -7897186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7853612.000000 Penalty: 3308.619629
	Iteration 0F: 3 clusters Score -7853612 nChanged 31440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -7871169.000000 Penalty: 3308.619629
	Iteration 1F: 3 clusters Score -7871169 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -7871696.500000 Penalty: 3308.619629
	Iteration 2Q: 3 clusters Score -7871696 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -7872272.500000 Penalty: 3308.619629
	Iteration 3Q: 3 clusters Score -7872272 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7872923.500000 Penalty: 3308.619629
	Iteration 4Q: 3 clusters Score -7872924 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7873832.000000 Penalty: 3308.619629
	Iteration 5Q: 3 clusters Score -7873832 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -7875318.500000 Penalty: 3308.619629
	Iteration 6Q: 3 clusters Score -7875318 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -7877805.000000 Penalty: 3308.619629
	Iteration 7F: 3 clusters Score -7877805 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -7881677.000000 Penalty: 3308.619629
	Iteration 8F: 3 clusters Score -7881677 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -7886721.000000 Penalty: 3308.619629
	Iteration 9F: 3 clusters Score -7886721 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7891265.000000 Penalty: 3308.619629
	Iteration 10F: 3 clusters Score -7891265 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -7893924.500000 Penalty: 3308.619629
	Iteration 11Q: 3 clusters Score -7893924 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -7895091.000000 Penalty: 3308.619629
	Iteration 12Q: 3 clusters Score -7895091 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -7895474.000000 Penalty: 3308.619629
	Iteration 13Q: 3 clusters Score -7895474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -7895638.000000 Penalty: 3308.619629
	Iteration 14Q: 3 clusters Score -7895638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -7895726.000000 Penalty: 3308.619629
	Iteration 15Q: 3 clusters Score -7895726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -7895771.500000 Penalty: 3308.619629
	Iteration 16Q: 3 clusters Score -7895772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -7895794.000000 Penalty: 3308.619629
	Iteration 17Q: 3 clusters Score -7895794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -7895820.500000 Penalty: 3308.619629
	Iteration 18Q: 3 clusters Score -7895820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -7895833.000000 Penalty: 3308.619629
	Iteration 19Q: 3 clusters Score -7895833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -7895835.000000 Penalty: 3308.619629
	Iteration 20F: 3 clusters Score -7895835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -7895848.000000 Penalty: 3308.619629
	Iteration 21Q: 3 clusters Score -7895848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -7895849.500000 Penalty: 3308.619629
	Iteration 22Q: 3 clusters Score -7895850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -7895849.500000 Penalty: 3308.619629
	Iteration 23F: 3 clusters Score -7895850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -415663.375000 Penalty: 1224.312988
	Iteration 0F: 2 clusters Score -415663.4 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 1901 members 
Entering Unmasked Estep 
Score: -412728.187500 Penalty: 2448.625977
	Iteration 0F: 3 clusters Score -412728.2 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -413501.875000 Penalty: 2448.625977
	Iteration 1F: 3 clusters Score -413501.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -413659.437500 Penalty: 2448.625977
	Iteration 2F: 3 clusters Score -413659.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -413739.500000 Penalty: 2448.625977
	Iteration 3Q: 3 clusters Score -413739.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -413789.281250 Penalty: 2448.625977
	Iteration 4Q: 3 clusters Score -413789.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -413822.156250 Penalty: 2448.625977
	Iteration 5Q: 3 clusters Score -413822.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -413848.625000 Penalty: 2448.625977
	Iteration 6Q: 3 clusters Score -413848.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -413871.250000 Penalty: 2448.625977
	Iteration 7Q: 3 clusters Score -413871.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -413890.281250 Penalty: 2448.625977
	Iteration 8Q: 3 clusters Score -413890.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -413902.031250 Penalty: 2448.625977
	Iteration 9Q: 3 clusters Score -413902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -413914.187500 Penalty: 2448.625977
	Iteration 10Q: 3 clusters Score -413914.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -413926.687500 Penalty: 2448.625977
	Iteration 11Q: 3 clusters Score -413926.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -413944.781250 Penalty: 2448.625977
	Iteration 12Q: 3 clusters Score -413944.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -413958.437500 Penalty: 2448.625977
	Iteration 13Q: 3 clusters Score -413958.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -413969.906250 Penalty: 2448.625977
	Iteration 14Q: 3 clusters Score -413969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -413978.843750 Penalty: 2448.625977
	Iteration 15Q: 3 clusters Score -413978.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -413989.375000 Penalty: 2448.625977
	Iteration 16Q: 3 clusters Score -413989.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -413998.156250 Penalty: 2448.625977
	Iteration 17Q: 3 clusters Score -413998.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -414006.000000 Penalty: 2448.625977
	Iteration 18Q: 3 clusters Score -414006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -414014.468750 Penalty: 2448.625977
	Iteration 19Q: 3 clusters Score -414014.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -414022.593750 Penalty: 2448.625977
	Iteration 20F: 3 clusters Score -414022.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -414035.187500 Penalty: 2448.625977
	Iteration 21Q: 3 clusters Score -414035.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -414044.343750 Penalty: 2448.625977
	Iteration 22Q: 3 clusters Score -414044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -414051.500000 Penalty: 2448.625977
	Iteration 23Q: 3 clusters Score -414051.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -414059.375000 Penalty: 2448.625977
	Iteration 24Q: 3 clusters Score -414059.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -414068.125000 Penalty: 2448.625977
	Iteration 25Q: 3 clusters Score -414068.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -414080.375000 Penalty: 2448.625977
	Iteration 26Q: 3 clusters Score -414080.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -414092.125000 Penalty: 2448.625977
	Iteration 27Q: 3 clusters Score -414092.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -414103.937500 Penalty: 2448.625977
	Iteration 28Q: 3 clusters Score -414103.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -414113.500000 Penalty: 2448.625977
	Iteration 29Q: 3 clusters Score -414113.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -414128.906250 Penalty: 2448.625977
	Iteration 30Q: 3 clusters Score -414128.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -414140.781250 Penalty: 2448.625977
	Iteration 31Q: 3 clusters Score -414140.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -414151.625000 Penalty: 2448.625977
	Iteration 32Q: 3 clusters Score -414151.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -414162.562500 Penalty: 2448.625977
	Iteration 33Q: 3 clusters Score -414162.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -414176.156250 Penalty: 2448.625977
	Iteration 34Q: 3 clusters Score -414176.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -414187.062500 Penalty: 2448.625977
	Iteration 35Q: 3 clusters Score -414187.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -414200.156250 Penalty: 2448.625977
	Iteration 36Q: 3 clusters Score -414200.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -414216.687500 Penalty: 2448.625977
	Iteration 37Q: 3 clusters Score -414216.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -414233.218750 Penalty: 2448.625977
	Iteration 38Q: 3 clusters Score -414233.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -414250.875000 Penalty: 2448.625977
	Iteration 39Q: 3 clusters Score -414250.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -414273.125000 Penalty: 2448.625977
	Iteration 40F: 3 clusters Score -414273.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -414300.843750 Penalty: 2448.625977
	Iteration 41Q: 3 clusters Score -414300.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -414324.875000 Penalty: 2448.625977
	Iteration 42Q: 3 clusters Score -414324.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -414346.968750 Penalty: 2448.625977
	Iteration 43Q: 3 clusters Score -414347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -414372.281250 Penalty: 2448.625977
	Iteration 44Q: 3 clusters Score -414372.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -414391.187500 Penalty: 2448.625977
	Iteration 45Q: 3 clusters Score -414391.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -414408.250000 Penalty: 2448.625977
	Iteration 46Q: 3 clusters Score -414408.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -414429.187500 Penalty: 2448.625977
	Iteration 47Q: 3 clusters Score -414429.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -414450.406250 Penalty: 2448.625977
	Iteration 48Q: 3 clusters Score -414450.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -414466.781250 Penalty: 2448.625977
	Iteration 49Q: 3 clusters Score -414466.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -414482.000000 Penalty: 2448.625977
	Iteration 50Q: 3 clusters Score -414482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -414496.875000 Penalty: 2448.625977
	Iteration 51Q: 3 clusters Score -414496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -414508.312500 Penalty: 2448.625977
	Iteration 52Q: 3 clusters Score -414508.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -414521.031250 Penalty: 2448.625977
	Iteration 53Q: 3 clusters Score -414521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -414529.343750 Penalty: 2448.625977
	Iteration 54Q: 3 clusters Score -414529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -414536.531250 Penalty: 2448.625977
	Iteration 55Q: 3 clusters Score -414536.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -414545.156250 Penalty: 2448.625977
	Iteration 56Q: 3 clusters Score -414545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -414552.531250 Penalty: 2448.625977
	Iteration 57Q: 3 clusters Score -414552.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -414557.625000 Penalty: 2448.625977
	Iteration 58Q: 3 clusters Score -414557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -414563.156250 Penalty: 2448.625977
	Iteration 59Q: 3 clusters Score -414563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -414573.187500 Penalty: 2448.625977
	Iteration 60F: 3 clusters Score -414573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -414583.625000 Penalty: 2448.625977
	Iteration 61Q: 3 clusters Score -414583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -414589.750000 Penalty: 2448.625977
	Iteration 62Q: 3 clusters Score -414589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -414594.312500 Penalty: 2448.625977
	Iteration 63Q: 3 clusters Score -414594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -414601.125000 Penalty: 2448.625977
	Iteration 64Q: 3 clusters Score -414601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -414605.687500 Penalty: 2448.625977
	Iteration 65Q: 3 clusters Score -414605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -414608.500000 Penalty: 2448.625977
	Iteration 66Q: 3 clusters Score -414608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -414613.656250 Penalty: 2448.625977
	Iteration 67Q: 3 clusters Score -414613.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -414620.718750 Penalty: 2448.625977
	Iteration 68Q: 3 clusters Score -414620.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -414632.968750 Penalty: 2448.625977
	Iteration 69Q: 3 clusters Score -414633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -414640.406250 Penalty: 2448.625977
	Iteration 70Q: 3 clusters Score -414640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -414644.343750 Penalty: 2448.625977
	Iteration 71Q: 3 clusters Score -414644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -414650.750000 Penalty: 2448.625977
	Iteration 72Q: 3 clusters Score -414650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -414653.375000 Penalty: 2448.625977
	Iteration 73Q: 3 clusters Score -414653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -414658.875000 Penalty: 2448.625977
	Iteration 74Q: 3 clusters Score -414658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -414660.218750 Penalty: 2448.625977
	Iteration 75Q: 3 clusters Score -414660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -414663.500000 Penalty: 2448.625977
	Iteration 76Q: 3 clusters Score -414663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -414666.812500 Penalty: 2448.625977
	Iteration 77Q: 3 clusters Score -414666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -414669.093750 Penalty: 2448.625977
	Iteration 78Q: 3 clusters Score -414669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -414670.875000 Penalty: 2448.625977
	Iteration 79Q: 3 clusters Score -414670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -414673.062500 Penalty: 2448.625977
	Iteration 80F: 3 clusters Score -414673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -414673.968750 Penalty: 2448.625977
	Iteration 81Q: 3 clusters Score -414674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -414673.968750 Penalty: 2448.625977
	Iteration 82F: 3 clusters Score -414674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -923325.562500 Penalty: 1334.648926
	Iteration 0F: 2 clusters Score -923325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -917871.062500 Penalty: 2669.297852
	Iteration 0F: 3 clusters Score -917871.1 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -919791.187500 Penalty: 2669.297852
	Iteration 1F: 3 clusters Score -919791.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -920194.500000 Penalty: 2669.297852
	Iteration 2F: 3 clusters Score -920194.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -920499.250000 Penalty: 2669.297852
	Iteration 3F: 3 clusters Score -920499.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -920778.687500 Penalty: 2669.297852
	Iteration 4F: 3 clusters Score -920778.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -921025.812500 Penalty: 2669.297852
	Iteration 5Q: 3 clusters Score -921025.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -921265.500000 Penalty: 2669.297852
	Iteration 6Q: 3 clusters Score -921265.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -921521.625000 Penalty: 2669.297852
	Iteration 7Q: 3 clusters Score -921521.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -921769.750000 Penalty: 2669.297852
	Iteration 8Q: 3 clusters Score -921769.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -921974.250000 Penalty: 2669.297852
	Iteration 9Q: 3 clusters Score -921974.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -922139.187500 Penalty: 2669.297852
	Iteration 10Q: 3 clusters Score -922139.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -922239.750000 Penalty: 2669.297852
	Iteration 11Q: 3 clusters Score -922239.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -922314.000000 Penalty: 2669.297852
	Iteration 12Q: 3 clusters Score -922314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -922370.750000 Penalty: 2669.297852
	Iteration 13Q: 3 clusters Score -922370.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -922415.687500 Penalty: 2669.297852
	Iteration 14Q: 3 clusters Score -922415.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -922449.125000 Penalty: 2669.297852
	Iteration 15Q: 3 clusters Score -922449.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -922477.937500 Penalty: 2669.297852
	Iteration 16Q: 3 clusters Score -922477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -922502.187500 Penalty: 2669.297852
	Iteration 17Q: 3 clusters Score -922502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -922512.562500 Penalty: 2669.297852
	Iteration 18Q: 3 clusters Score -922512.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -922522.937500 Penalty: 2669.297852
	Iteration 19Q: 3 clusters Score -922522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -922528.937500 Penalty: 2669.297852
	Iteration 20F: 3 clusters Score -922528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -922532.687500 Penalty: 2669.297852
	Iteration 21Q: 3 clusters Score -922532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -922537.000000 Penalty: 2669.297852
	Iteration 22Q: 3 clusters Score -922537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -922541.375000 Penalty: 2669.297852
	Iteration 23Q: 3 clusters Score -922541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -922553.312500 Penalty: 2669.297852
	Iteration 24Q: 3 clusters Score -922553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -922563.000000 Penalty: 2669.297852
	Iteration 25Q: 3 clusters Score -922563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -922568.562500 Penalty: 2669.297852
	Iteration 26Q: 3 clusters Score -922568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -922567.187500 Penalty: 2669.297852
	Iteration 27Q: 3 clusters Score -922567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -922568.125000 Penalty: 2669.297852
	Iteration 28Q: 3 clusters Score -922568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -922571.687500 Penalty: 2669.297852
	Iteration 29Q: 3 clusters Score -922571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -922571.187500 Penalty: 2669.297852
	Iteration 30Q: 3 clusters Score -922571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -922571.187500 Penalty: 2669.297852
	Iteration 31F: 3 clusters Score -922571.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -47378.449219 Penalty: 936.460815
	Iteration 0F: 2 clusters Score -47378.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46449.601562 Penalty: 1872.921631
	Iteration 0F: 3 clusters Score -46449.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46642.523438 Penalty: 1872.921631
	Iteration 1F: 3 clusters Score -46642.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46716.980469 Penalty: 1872.921631
	Iteration 2F: 3 clusters Score -46716.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46764.679688 Penalty: 1872.921631
	Iteration 3Q: 3 clusters Score -46764.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46795.484375 Penalty: 1872.921631
	Iteration 4Q: 3 clusters Score -46795.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46832.992188 Penalty: 1872.921631
	Iteration 5Q: 3 clusters Score -46832.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46852.296875 Penalty: 1872.921631
	Iteration 6Q: 3 clusters Score -46852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46856.894531 Penalty: 1872.921631
	Iteration 7Q: 3 clusters Score -46856.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46856.894531 Penalty: 1872.921631
	Iteration 8F: 3 clusters Score -46856.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (15997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Entering Unmasked Estep 
Score: -1903763.500000 Penalty: 1440.407349
	Iteration 0F: 2 clusters Score -1903764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1893296.375000 Penalty: 2880.814697
	Iteration 0F: 3 clusters Score -1893296 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1896858.875000 Penalty: 2880.814697
	Iteration 1F: 3 clusters Score -1896859 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1897163.250000 Penalty: 2880.814697
	Iteration 2F: 3 clusters Score -1897163 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1897421.125000 Penalty: 2880.814697
	Iteration 3Q: 3 clusters Score -1897421 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1897665.000000 Penalty: 2880.814697
	Iteration 4Q: 3 clusters Score -1897665 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1897895.500000 Penalty: 2880.814697
	Iteration 5Q: 3 clusters Score -1897896 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1898122.625000 Penalty: 2880.814697
	Iteration 6Q: 3 clusters Score -1898123 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1898400.750000 Penalty: 2880.814697
	Iteration 7Q: 3 clusters Score -1898401 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1898666.250000 Penalty: 2880.814697
	Iteration 8Q: 3 clusters Score -1898666 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1898938.500000 Penalty: 2880.814697
	Iteration 9Q: 3 clusters Score -1898938 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1899252.625000 Penalty: 2880.814697
	Iteration 10Q: 3 clusters Score -1899253 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1899598.625000 Penalty: 2880.814697
	Iteration 11Q: 3 clusters Score -1899599 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1899980.375000 Penalty: 2880.814697
	Iteration 12Q: 3 clusters Score -1899980 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1900374.250000 Penalty: 2880.814697
	Iteration 13Q: 3 clusters Score -1900374 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1900715.750000 Penalty: 2880.814697
	Iteration 14Q: 3 clusters Score -1900716 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1901032.750000 Penalty: 2880.814697
	Iteration 15Q: 3 clusters Score -1901033 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1901286.500000 Penalty: 2880.814697
	Iteration 16Q: 3 clusters Score -1901286 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1901487.375000 Penalty: 2880.814697
	Iteration 17Q: 3 clusters Score -1901487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1901680.125000 Penalty: 2880.814697
	Iteration 18Q: 3 clusters Score -1901680 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1901828.375000 Penalty: 2880.814697
	Iteration 19Q: 3 clusters Score -1901828 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1901949.250000 Penalty: 2880.814697
	Iteration 20F: 3 clusters Score -1901949 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1902067.375000 Penalty: 2880.814697
	Iteration 21Q: 3 clusters Score -1902067 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1902161.125000 Penalty: 2880.814697
	Iteration 22Q: 3 clusters Score -1902161 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1902241.500000 Penalty: 2880.814697
	Iteration 23Q: 3 clusters Score -1902242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1902301.375000 Penalty: 2880.814697
	Iteration 24Q: 3 clusters Score -1902301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1902358.750000 Penalty: 2880.814697
	Iteration 25Q: 3 clusters Score -1902359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1902393.125000 Penalty: 2880.814697
	Iteration 26Q: 3 clusters Score -1902393 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1902433.875000 Penalty: 2880.814697
	Iteration 27Q: 3 clusters Score -1902434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1902470.500000 Penalty: 2880.814697
	Iteration 28Q: 3 clusters Score -1902470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1902495.500000 Penalty: 2880.814697
	Iteration 29Q: 3 clusters Score -1902496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1902523.375000 Penalty: 2880.814697
	Iteration 30Q: 3 clusters Score -1902523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1902541.250000 Penalty: 2880.814697
	Iteration 31Q: 3 clusters Score -1902541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1902558.750000 Penalty: 2880.814697
	Iteration 32Q: 3 clusters Score -1902559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1902572.375000 Penalty: 2880.814697
	Iteration 33Q: 3 clusters Score -1902572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1902581.750000 Penalty: 2880.814697
	Iteration 34Q: 3 clusters Score -1902582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1902591.125000 Penalty: 2880.814697
	Iteration 35Q: 3 clusters Score -1902591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1902594.875000 Penalty: 2880.814697
	Iteration 36Q: 3 clusters Score -1902595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1902601.250000 Penalty: 2880.814697
	Iteration 37Q: 3 clusters Score -1902601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1902603.500000 Penalty: 2880.814697
	Iteration 38Q: 3 clusters Score -1902604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1902610.500000 Penalty: 2880.814697
	Iteration 39Q: 3 clusters Score -1902610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1902614.125000 Penalty: 2880.814697
	Iteration 40F: 3 clusters Score -1902614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1902618.250000 Penalty: 2880.814697
	Iteration 41Q: 3 clusters Score -1902618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1902619.500000 Penalty: 2880.814697
	Iteration 42Q: 3 clusters Score -1902620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1902621.500000 Penalty: 2880.814697
	Iteration 43Q: 3 clusters Score -1902622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1902622.750000 Penalty: 2880.814697
	Iteration 44Q: 3 clusters Score -1902623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1902625.500000 Penalty: 2880.814697
	Iteration 45Q: 3 clusters Score -1902626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1902628.625000 Penalty: 2880.814697
	Iteration 46Q: 3 clusters Score -1902629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1902632.750000 Penalty: 2880.814697
	Iteration 47Q: 3 clusters Score -1902633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1902632.750000 Penalty: 2880.814697
	Iteration 48Q: 3 clusters Score -1902633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1902632.750000 Penalty: 2880.814697
	Iteration 49F: 3 clusters Score -1902633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -18624.525391 Penalty: 807.886658
	Iteration 0F: 2 clusters Score -18624.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17979.873047 Penalty: 1615.773315
	Iteration 0F: 3 clusters Score -17979.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18069.498047 Penalty: 1615.773315
	Iteration 1F: 3 clusters Score -18069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18102.480469 Penalty: 1615.773315
	Iteration 2Q: 3 clusters Score -18102.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18125.183594 Penalty: 1615.773315
	Iteration 3Q: 3 clusters Score -18125.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18149.798828 Penalty: 1615.773315
	Iteration 4Q: 3 clusters Score -18149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18172.451172 Penalty: 1615.773315
	Iteration 5Q: 3 clusters Score -18172.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18172.451172 Penalty: 1615.773315
	Iteration 6F: 3 clusters Score -18172.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -393890.125000 Penalty: 1210.670410
	Iteration 0F: 2 clusters Score -393890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -391122.000000 Penalty: 2421.340820
	Iteration 0F: 3 clusters Score -391122 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -391849.750000 Penalty: 2421.340820
	Iteration 1F: 3 clusters Score -391849.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -392035.281250 Penalty: 2421.340820
	Iteration 2F: 3 clusters Score -392035.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -392148.281250 Penalty: 2421.340820
	Iteration 3F: 3 clusters Score -392148.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -392221.687500 Penalty: 2421.340820
	Iteration 4Q: 3 clusters Score -392221.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -392278.875000 Penalty: 2421.340820
	Iteration 5Q: 3 clusters Score -392278.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -392327.656250 Penalty: 2421.340820
	Iteration 6Q: 3 clusters Score -392327.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -392378.843750 Penalty: 2421.340820
	Iteration 7Q: 3 clusters Score -392378.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -392434.281250 Penalty: 2421.340820
	Iteration 8Q: 3 clusters Score -392434.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -392477.906250 Penalty: 2421.340820
	Iteration 9Q: 3 clusters Score -392477.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -392513.437500 Penalty: 2421.340820
	Iteration 10Q: 3 clusters Score -392513.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -392543.187500 Penalty: 2421.340820
	Iteration 11Q: 3 clusters Score -392543.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -392571.125000 Penalty: 2421.340820
	Iteration 12Q: 3 clusters Score -392571.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -392596.406250 Penalty: 2421.340820
	Iteration 13Q: 3 clusters Score -392596.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -392626.875000 Penalty: 2421.340820
	Iteration 14Q: 3 clusters Score -392626.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -392654.375000 Penalty: 2421.340820
	Iteration 15Q: 3 clusters Score -392654.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -392680.656250 Penalty: 2421.340820
	Iteration 16Q: 3 clusters Score -392680.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -392697.968750 Penalty: 2421.340820
	Iteration 17Q: 3 clusters Score -392698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -392715.375000 Penalty: 2421.340820
	Iteration 18Q: 3 clusters Score -392715.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -392735.781250 Penalty: 2421.340820
	Iteration 19Q: 3 clusters Score -392735.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -392754.312500 Penalty: 2421.340820
	Iteration 20F: 3 clusters Score -392754.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -392767.875000 Penalty: 2421.340820
	Iteration 21Q: 3 clusters Score -392767.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -392785.437500 Penalty: 2421.340820
	Iteration 22Q: 3 clusters Score -392785.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -392806.218750 Penalty: 2421.340820
	Iteration 23Q: 3 clusters Score -392806.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -392832.093750 Penalty: 2421.340820
	Iteration 24Q: 3 clusters Score -392832.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -392861.468750 Penalty: 2421.340820
	Iteration 25Q: 3 clusters Score -392861.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -392894.687500 Penalty: 2421.340820
	Iteration 26Q: 3 clusters Score -392894.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -392916.250000 Penalty: 2421.340820
	Iteration 27Q: 3 clusters Score -392916.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -392935.812500 Penalty: 2421.340820
	Iteration 28Q: 3 clusters Score -392935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -392950.656250 Penalty: 2421.340820
	Iteration 29Q: 3 clusters Score -392950.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -392965.875000 Penalty: 2421.340820
	Iteration 30Q: 3 clusters Score -392965.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -392982.062500 Penalty: 2421.340820
	Iteration 31Q: 3 clusters Score -392982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -392995.000000 Penalty: 2421.340820
	Iteration 32Q: 3 clusters Score -392995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -393005.937500 Penalty: 2421.340820
	Iteration 33Q: 3 clusters Score -393005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -393013.437500 Penalty: 2421.340820
	Iteration 34Q: 3 clusters Score -393013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -393023.406250 Penalty: 2421.340820
	Iteration 35Q: 3 clusters Score -393023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -393031.000000 Penalty: 2421.340820
	Iteration 36Q: 3 clusters Score -393031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -393040.593750 Penalty: 2421.340820
	Iteration 37Q: 3 clusters Score -393040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -393047.281250 Penalty: 2421.340820
	Iteration 38Q: 3 clusters Score -393047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -393049.593750 Penalty: 2421.340820
	Iteration 39Q: 3 clusters Score -393049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -393053.031250 Penalty: 2421.340820
	Iteration 40F: 3 clusters Score -393053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -393053.312500 Penalty: 2421.340820
	Iteration 41Q: 3 clusters Score -393053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -393053.312500 Penalty: 2421.340820
	Iteration 42F: 3 clusters Score -393053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -251417.062500 Penalty: 1147.211792
	Iteration 0F: 2 clusters Score -251417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -249388.218750 Penalty: 2294.423584
	Iteration 0F: 3 clusters Score -249388.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -249946.031250 Penalty: 2294.423584
	Iteration 1F: 3 clusters Score -249946 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -250079.000000 Penalty: 2294.423584
	Iteration 2F: 3 clusters Score -250079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250144.093750 Penalty: 2294.423584
	Iteration 3Q: 3 clusters Score -250144.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -250180.359375 Penalty: 2294.423584
	Iteration 4Q: 3 clusters Score -250180.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -250208.203125 Penalty: 2294.423584
	Iteration 5Q: 3 clusters Score -250208.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -250234.953125 Penalty: 2294.423584
	Iteration 6Q: 3 clusters Score -250235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -250260.062500 Penalty: 2294.423584
	Iteration 7Q: 3 clusters Score -250260.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250280.296875 Penalty: 2294.423584
	Iteration 8Q: 3 clusters Score -250280.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -250293.625000 Penalty: 2294.423584
	Iteration 9Q: 3 clusters Score -250293.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250308.921875 Penalty: 2294.423584
	Iteration 10Q: 3 clusters Score -250308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -250318.531250 Penalty: 2294.423584
	Iteration 11Q: 3 clusters Score -250318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -250330.187500 Penalty: 2294.423584
	Iteration 12Q: 3 clusters Score -250330.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -250340.343750 Penalty: 2294.423584
	Iteration 13Q: 3 clusters Score -250340.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -250346.500000 Penalty: 2294.423584
	Iteration 14Q: 3 clusters Score -250346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -250351.218750 Penalty: 2294.423584
	Iteration 15Q: 3 clusters Score -250351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -250354.015625 Penalty: 2294.423584
	Iteration 16Q: 3 clusters Score -250354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -250354.453125 Penalty: 2294.423584
	Iteration 17Q: 3 clusters Score -250354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -250358.343750 Penalty: 2294.423584
	Iteration 18Q: 3 clusters Score -250358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -250363.078125 Penalty: 2294.423584
	Iteration 19Q: 3 clusters Score -250363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -250366.296875 Penalty: 2294.423584
	Iteration 20F: 3 clusters Score -250366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -250368.546875 Penalty: 2294.423584
	Iteration 21Q: 3 clusters Score -250368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -250372.656250 Penalty: 2294.423584
	Iteration 22Q: 3 clusters Score -250372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -250377.406250 Penalty: 2294.423584
	Iteration 23Q: 3 clusters Score -250377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -250379.828125 Penalty: 2294.423584
	Iteration 24Q: 3 clusters Score -250379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250380.828125 Penalty: 2294.423584
	Iteration 25Q: 3 clusters Score -250380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -250382.968750 Penalty: 2294.423584
	Iteration 26Q: 3 clusters Score -250383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250386.546875 Penalty: 2294.423584
	Iteration 27Q: 3 clusters Score -250386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250388.890625 Penalty: 2294.423584
	Iteration 28Q: 3 clusters Score -250388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -250391.593750 Penalty: 2294.423584
	Iteration 29Q: 3 clusters Score -250391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -250394.828125 Penalty: 2294.423584
	Iteration 30Q: 3 clusters Score -250394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -250395.406250 Penalty: 2294.423584
	Iteration 31Q: 3 clusters Score -250395.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -250395.406250 Penalty: 2294.423584
	Iteration 32F: 3 clusters Score -250395.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -214932.953125 Penalty: 1129.518799
	Iteration 0F: 2 clusters Score -214933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213076.531250 Penalty: 2259.037598
	Iteration 0F: 3 clusters Score -213076.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213522.281250 Penalty: 2259.037598
	Iteration 1F: 3 clusters Score -213522.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -213632.437500 Penalty: 2259.037598
	Iteration 2F: 3 clusters Score -213632.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -213679.843750 Penalty: 2259.037598
	Iteration 3Q: 3 clusters Score -213679.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -213712.062500 Penalty: 2259.037598
	Iteration 4Q: 3 clusters Score -213712.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213729.750000 Penalty: 2259.037598
	Iteration 5Q: 3 clusters Score -213729.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -213739.078125 Penalty: 2259.037598
	Iteration 6Q: 3 clusters Score -213739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213757.937500 Penalty: 2259.037598
	Iteration 7Q: 3 clusters Score -213757.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213775.750000 Penalty: 2259.037598
	Iteration 8Q: 3 clusters Score -213775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213795.250000 Penalty: 2259.037598
	Iteration 9Q: 3 clusters Score -213795.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213803.656250 Penalty: 2259.037598
	Iteration 10Q: 3 clusters Score -213803.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -213811.531250 Penalty: 2259.037598
	Iteration 11Q: 3 clusters Score -213811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -213817.640625 Penalty: 2259.037598
	Iteration 12Q: 3 clusters Score -213817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213823.453125 Penalty: 2259.037598
	Iteration 13Q: 3 clusters Score -213823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -213825.906250 Penalty: 2259.037598
	Iteration 14Q: 3 clusters Score -213825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -213830.546875 Penalty: 2259.037598
	Iteration 15Q: 3 clusters Score -213830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213833.218750 Penalty: 2259.037598
	Iteration 16Q: 3 clusters Score -213833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213835.984375 Penalty: 2259.037598
	Iteration 17Q: 3 clusters Score -213836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -213842.234375 Penalty: 2259.037598
	Iteration 18Q: 3 clusters Score -213842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213844.218750 Penalty: 2259.037598
	Iteration 19Q: 3 clusters Score -213844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213846.000000 Penalty: 2259.037598
	Iteration 20F: 3 clusters Score -213846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213850.375000 Penalty: 2259.037598
	Iteration 21Q: 3 clusters Score -213850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213854.937500 Penalty: 2259.037598
	Iteration 22Q: 3 clusters Score -213854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -213859.046875 Penalty: 2259.037598
	Iteration 23Q: 3 clusters Score -213859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -213866.984375 Penalty: 2259.037598
	Iteration 24Q: 3 clusters Score -213867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213875.812500 Penalty: 2259.037598
	Iteration 25Q: 3 clusters Score -213875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213884.343750 Penalty: 2259.037598
	Iteration 26Q: 3 clusters Score -213884.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -213892.187500 Penalty: 2259.037598
	Iteration 27Q: 3 clusters Score -213892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -213897.062500 Penalty: 2259.037598
	Iteration 28Q: 3 clusters Score -213897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -213900.875000 Penalty: 2259.037598
	Iteration 29Q: 3 clusters Score -213900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -213904.203125 Penalty: 2259.037598
	Iteration 30Q: 3 clusters Score -213904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -213907.562500 Penalty: 2259.037598
	Iteration 31Q: 3 clusters Score -213907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213908.968750 Penalty: 2259.037598
	Iteration 32Q: 3 clusters Score -213909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -213909.484375 Penalty: 2259.037598
	Iteration 33Q: 3 clusters Score -213909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -213910.656250 Penalty: 2259.037598
	Iteration 34Q: 3 clusters Score -213910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213910.718750 Penalty: 2259.037598
	Iteration 35Q: 3 clusters Score -213910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213911.875000 Penalty: 2259.037598
	Iteration 36Q: 3 clusters Score -213911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -213913.218750 Penalty: 2259.037598
	Iteration 37Q: 3 clusters Score -213913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213914.765625 Penalty: 2259.037598
	Iteration 38Q: 3 clusters Score -213914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -213915.546875 Penalty: 2259.037598
	Iteration 39Q: 3 clusters Score -213915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213916.609375 Penalty: 2259.037598
	Iteration 40F: 3 clusters Score -213916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -213918.625000 Penalty: 2259.037598
	Iteration 41Q: 3 clusters Score -213918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213921.796875 Penalty: 2259.037598
	Iteration 42Q: 3 clusters Score -213921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213923.734375 Penalty: 2259.037598
	Iteration 43Q: 3 clusters Score -213923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213924.703125 Penalty: 2259.037598
	Iteration 44Q: 3 clusters Score -213924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -213925.546875 Penalty: 2259.037598
	Iteration 45Q: 3 clusters Score -213925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -213926.687500 Penalty: 2259.037598
	Iteration 46Q: 3 clusters Score -213926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -213926.687500 Penalty: 2259.037598
	Iteration 47F: 3 clusters Score -213926.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -174352.875000 Penalty: 1088.998657
	Iteration 0F: 2 clusters Score -174352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -172776.859375 Penalty: 2177.997314
	Iteration 0F: 3 clusters Score -172776.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -173142.468750 Penalty: 2177.997314
	Iteration 1F: 3 clusters Score -173142.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -173244.234375 Penalty: 2177.997314
	Iteration 2F: 3 clusters Score -173244.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173304.437500 Penalty: 2177.997314
	Iteration 3Q: 3 clusters Score -173304.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -173341.546875 Penalty: 2177.997314
	Iteration 4Q: 3 clusters Score -173341.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173363.406250 Penalty: 2177.997314
	Iteration 5Q: 3 clusters Score -173363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173375.765625 Penalty: 2177.997314
	Iteration 6Q: 3 clusters Score -173375.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173386.421875 Penalty: 2177.997314
	Iteration 7Q: 3 clusters Score -173386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173394.359375 Penalty: 2177.997314
	Iteration 8Q: 3 clusters Score -173394.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173397.703125 Penalty: 2177.997314
	Iteration 9Q: 3 clusters Score -173397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173401.281250 Penalty: 2177.997314
	Iteration 10Q: 3 clusters Score -173401.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -173408.406250 Penalty: 2177.997314
	Iteration 11Q: 3 clusters Score -173408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173411.687500 Penalty: 2177.997314
	Iteration 12Q: 3 clusters Score -173411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173415.562500 Penalty: 2177.997314
	Iteration 13Q: 3 clusters Score -173415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173420.453125 Penalty: 2177.997314
	Iteration 14Q: 3 clusters Score -173420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173422.640625 Penalty: 2177.997314
	Iteration 15Q: 3 clusters Score -173422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173423.796875 Penalty: 2177.997314
	Iteration 16Q: 3 clusters Score -173423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173423.796875 Penalty: 2177.997314
	Iteration 17F: 3 clusters Score -173423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 12600 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 20147 members 
Mstep: Class 12 contains 8159 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17434 members 
Mstep: Class 19 contains 42115 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53195 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 63144 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63374 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 90460 members 
Mstep: Class 34 contains 32214 members 
Mstep: Class 35 contains 25847 members 
Mstep: Class 36 contains 9826 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3686 members 
Mstep: Class 40 contains 15589 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 11024 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2032 members 
Mstep: Class 48 contains 24993 members 
Mstep: Class 49 contains 6378 members 
Mstep: Class 50 contains 12367 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31621 members 
Mstep: Class 53 contains 25331 members 
Mstep: Class 54 contains 67351 members 
Mstep: Class 55 contains 3744 members 
Mstep: Class 56 contains 7859 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3416 members 
Mstep: Class 61 contains 2230 members 
Mstep: Class 62 contains 1980 members 
Mstep: Class 63 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082480.000000 Penalty: 129547.601562
Iteration 199Q: 64 clusters Score -1.110825e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 10832 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 20147 members 
Mstep: Class 12 contains 8154 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11403 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 61142 members 
Mstep: Class 18 contains 17440 members 
Mstep: Class 19 contains 42116 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 8169 members 
Mstep: Class 24 contains 4183 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53200 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 2914 members 
Mstep: Class 29 contains 63139 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63379 members 
Mstep: Class 32 contains 5145 members 
Mstep: Class 33 contains 90451 members 
Mstep: Class 34 contains 32148 members 
Mstep: Class 35 contains 25940 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 37 contains 9399 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3715 members 
Mstep: Class 40 contains 15590 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4717 members 
Mstep: Class 45 contains 11025 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2033 members 
Mstep: Class 48 contains 24985 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12370 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31615 members 
Mstep: Class 53 contains 25344 members 
Mstep: Class 54 contains 67355 members 
Mstep: Class 55 contains 3760 members 
Mstep: Class 56 contains 7858 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3413 members 
Mstep: Class 61 contains 2232 members 
Mstep: Class 62 contains 1999 members 
Mstep: Class 63 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082672.000000 Penalty: 129547.601562
Iteration 200F: 64 clusters Score -1.110827e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 12583 members 
Mstep: Class 3 contains 10825 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 20143 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 61144 members 
Mstep: Class 18 contains 17437 members 
Mstep: Class 19 contains 42118 members 
Mstep: Class 20 contains 4147 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53202 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 63136 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63395 members 
Mstep: Class 32 contains 5141 members 
Mstep: Class 33 contains 90441 members 
Mstep: Class 34 contains 32118 members 
Mstep: Class 35 contains 25907 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 37 contains 9499 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3713 members 
Mstep: Class 40 contains 15592 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4779 members 
Mstep: Class 45 contains 11022 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2034 members 
Mstep: Class 48 contains 24985 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12373 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31616 members 
Mstep: Class 53 contains 25361 members 
Mstep: Class 54 contains 67349 members 
Mstep: Class 55 contains 3765 members 
Mstep: Class 56 contains 7858 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3416 members 
Mstep: Class 61 contains 2234 members 
Mstep: Class 62 contains 2017 members 
Mstep: Class 63 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082904.000000 Penalty: 129547.601562
Iteration 201Q: 64 clusters Score -1.110829e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 12578 members 
Mstep: Class 3 contains 10817 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 20136 members 
Mstep: Class 12 contains 8127 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 61144 members 
Mstep: Class 18 contains 17436 members 
Mstep: Class 19 contains 42120 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 8127 members 
Mstep: Class 24 contains 4183 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53205 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 63133 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63421 members 
Mstep: Class 32 contains 5142 members 
Mstep: Class 33 contains 90431 members 
Mstep: Class 34 contains 32104 members 
Mstep: Class 35 contains 25870 members 
Mstep: Class 36 contains 9827 members 
Mstep: Class 37 contains 9556 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3706 members 
Mstep: Class 40 contains 15592 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4822 members 
Mstep: Class 45 contains 11022 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2035 members 
Mstep: Class 48 contains 24982 members 
Mstep: Class 49 contains 6379 members 
Mstep: Class 50 contains 12375 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31616 members 
Mstep: Class 53 contains 25376 members 
Mstep: Class 54 contains 67341 members 
Mstep: Class 55 contains 3770 members 
Mstep: Class 56 contains 7858 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3418 members 
Mstep: Class 61 contains 2235 members 
Mstep: Class 62 contains 2043 members 
Mstep: Class 63 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082904.000000 Penalty: 129547.601562
Iteration 202Q: 64 clusters Score -1.110829e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 12571 members 
Mstep: Class 3 contains 10811 members 
Mstep: Class 4 contains 49619 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 20133 members 
Mstep: Class 12 contains 8116 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 61144 members 
Mstep: Class 18 contains 17434 members 
Mstep: Class 19 contains 42121 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 8123 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53206 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 2895 members 
Mstep: Class 29 contains 63130 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63447 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 90420 members 
Mstep: Class 34 contains 32092 members 
Mstep: Class 35 contains 25829 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 37 contains 9587 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3708 members 
Mstep: Class 40 contains 15592 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2608 members 
Mstep: Class 44 contains 4850 members 
Mstep: Class 45 contains 11023 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2037 members 
Mstep: Class 48 contains 24982 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12375 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31622 members 
Mstep: Class 53 contains 25393 members 
Mstep: Class 54 contains 67333 members 
Mstep: Class 55 contains 3778 members 
Mstep: Class 56 contains 7858 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3423 members 
Mstep: Class 61 contains 2236 members 
Mstep: Class 62 contains 2062 members 
Mstep: Class 63 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082920.000000 Penalty: 129547.601562
Iteration 203Q: 64 clusters Score -1.110829e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 12556 members 
Mstep: Class 3 contains 10806 members 
Mstep: Class 4 contains 49617 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8104 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 11396 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 61145 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 42125 members 
Mstep: Class 20 contains 4167 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 10573 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 4178 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53201 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 2886 members 
Mstep: Class 29 contains 63126 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63476 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 90416 members 
Mstep: Class 34 contains 32085 members 
Mstep: Class 35 contains 25806 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3711 members 
Mstep: Class 40 contains 15592 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4873 members 
Mstep: Class 45 contains 11021 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 24984 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12378 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31621 members 
Mstep: Class 53 contains 25408 members 
Mstep: Class 54 contains 67327 members 
Mstep: Class 55 contains 3783 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3422 members 
Mstep: Class 61 contains 2239 members 
Mstep: Class 62 contains 2088 members 
Mstep: Class 63 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083064.000000 Penalty: 129547.601562
Iteration 204Q: 64 clusters Score -1.110831e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 12545 members 
Mstep: Class 3 contains 10802 members 
Mstep: Class 4 contains 49618 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 13963 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 20125 members 
Mstep: Class 12 contains 8096 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17428 members 
Mstep: Class 19 contains 42126 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10574 members 
Mstep: Class 23 contains 8117 members 
Mstep: Class 24 contains 4176 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53195 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 2883 members 
Mstep: Class 29 contains 63122 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63507 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 90405 members 
Mstep: Class 34 contains 32081 members 
Mstep: Class 35 contains 25778 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3713 members 
Mstep: Class 40 contains 15593 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 2607 members 
Mstep: Class 44 contains 4900 members 
Mstep: Class 45 contains 11013 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 24984 members 
Mstep: Class 49 contains 6374 members 
Mstep: Class 50 contains 12381 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31622 members 
Mstep: Class 53 contains 25420 members 
Mstep: Class 54 contains 67320 members 
Mstep: Class 55 contains 3793 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3420 members 
Mstep: Class 61 contains 2241 members 
Mstep: Class 62 contains 2113 members 
Mstep: Class 63 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083112.000000 Penalty: 129547.601562
Iteration 205Q: 64 clusters Score -1.110831e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 12533 members 
Mstep: Class 3 contains 10800 members 
Mstep: Class 4 contains 49614 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 13967 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 20119 members 
Mstep: Class 12 contains 8083 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 42130 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10573 members 
Mstep: Class 23 contains 8117 members 
Mstep: Class 24 contains 4176 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53190 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 2881 members 
Mstep: Class 29 contains 63122 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63529 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 90404 members 
Mstep: Class 34 contains 32070 members 
Mstep: Class 35 contains 25755 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 37 contains 9644 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3714 members 
Mstep: Class 40 contains 15593 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2607 members 
Mstep: Class 44 contains 4924 members 
Mstep: Class 45 contains 11009 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 24982 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12385 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31627 members 
Mstep: Class 53 contains 25431 members 
Mstep: Class 54 contains 67314 members 
Mstep: Class 55 contains 3799 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15997 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3426 members 
Mstep: Class 61 contains 2243 members 
Mstep: Class 62 contains 2137 members 
Mstep: Class 63 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083088.000000 Penalty: 129547.601562
Iteration 206Q: 64 clusters Score -1.110831e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 10794 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 6875 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 8069 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11388 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17421 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10579 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53187 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 63122 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63554 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 90401 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25735 members 
Mstep: Class 36 contains 9828 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3712 members 
Mstep: Class 40 contains 15593 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8438 members 
Mstep: Class 43 contains 2608 members 
Mstep: Class 44 contains 4947 members 
Mstep: Class 45 contains 11006 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 24977 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12386 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31630 members 
Mstep: Class 53 contains 25441 members 
Mstep: Class 54 contains 67312 members 
Mstep: Class 55 contains 3799 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3425 members 
Mstep: Class 61 contains 2243 members 
Mstep: Class 62 contains 2168 members 
Mstep: Class 63 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083328.000000 Penalty: 129547.601562
Iteration 207Q: 64 clusters Score -1.110833e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 12522 members 
Mstep: Class 3 contains 10790 members 
Mstep: Class 4 contains 49609 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 13972 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 20113 members 
Mstep: Class 12 contains 8059 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17419 members 
Mstep: Class 19 contains 42137 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10578 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53179 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 63123 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63577 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90399 members 
Mstep: Class 34 contains 32060 members 
Mstep: Class 35 contains 25712 members 
Mstep: Class 36 contains 9829 members 
Mstep: Class 37 contains 9657 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3712 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 11005 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2049 members 
Mstep: Class 48 contains 24972 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12387 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31632 members 
Mstep: Class 53 contains 25449 members 
Mstep: Class 54 contains 67302 members 
Mstep: Class 55 contains 3798 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3426 members 
Mstep: Class 61 contains 2244 members 
Mstep: Class 62 contains 2201 members 
Mstep: Class 63 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083232.000000 Penalty: 129547.601562
Iteration 208Q: 64 clusters Score -1.110832e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 12514 members 
Mstep: Class 3 contains 10787 members 
Mstep: Class 4 contains 49605 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 20108 members 
Mstep: Class 12 contains 8052 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11381 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17416 members 
Mstep: Class 19 contains 42140 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10580 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53168 members 
Mstep: Class 27 contains 3237 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 63121 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63597 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90397 members 
Mstep: Class 34 contains 32058 members 
Mstep: Class 35 contains 25702 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9664 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3708 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 11004 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 24968 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12388 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31634 members 
Mstep: Class 53 contains 25458 members 
Mstep: Class 54 contains 67301 members 
Mstep: Class 55 contains 3801 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3427 members 
Mstep: Class 61 contains 2244 members 
Mstep: Class 62 contains 2229 members 
Mstep: Class 63 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083368.000000 Penalty: 129547.601562
Iteration 209Q: 64 clusters Score -1.110834e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 12503 members 
Mstep: Class 3 contains 10787 members 
Mstep: Class 4 contains 49600 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 20101 members 
Mstep: Class 12 contains 8047 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17416 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10583 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53162 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 2878 members 
Mstep: Class 29 contains 63118 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63613 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90396 members 
Mstep: Class 34 contains 32053 members 
Mstep: Class 35 contains 25678 members 
Mstep: Class 36 contains 9833 members 
Mstep: Class 37 contains 9670 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3704 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 11002 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 24966 members 
Mstep: Class 49 contains 6374 members 
Mstep: Class 50 contains 12388 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31636 members 
Mstep: Class 53 contains 25472 members 
Mstep: Class 54 contains 67299 members 
Mstep: Class 55 contains 3807 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3428 members 
Mstep: Class 61 contains 2244 members 
Mstep: Class 62 contains 2269 members 
Mstep: Class 63 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083264.000000 Penalty: 129547.601562
Iteration 210Q: 64 clusters Score -1.110833e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 12499 members 
Mstep: Class 3 contains 10785 members 
Mstep: Class 4 contains 49599 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 7 contains 6877 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 20098 members 
Mstep: Class 12 contains 8043 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11378 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17415 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10583 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53153 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 63117 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63628 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90387 members 
Mstep: Class 34 contains 32050 members 
Mstep: Class 35 contains 25656 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9672 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3707 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2608 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 11000 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 24961 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12391 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31638 members 
Mstep: Class 53 contains 25490 members 
Mstep: Class 54 contains 67288 members 
Mstep: Class 55 contains 3818 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3428 members 
Mstep: Class 61 contains 2244 members 
Mstep: Class 62 contains 2287 members 
Mstep: Class 63 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083160.000000 Penalty: 129547.601562
Iteration 211Q: 64 clusters Score -1.110832e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 12493 members 
Mstep: Class 3 contains 10784 members 
Mstep: Class 4 contains 49599 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 20098 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17417 members 
Mstep: Class 19 contains 42136 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10584 members 
Mstep: Class 23 contains 8121 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53148 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 63117 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63654 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90377 members 
Mstep: Class 34 contains 32052 members 
Mstep: Class 35 contains 25644 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9670 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3708 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 4997 members 
Mstep: Class 45 contains 10995 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2049 members 
Mstep: Class 48 contains 24952 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12393 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31640 members 
Mstep: Class 53 contains 25502 members 
Mstep: Class 54 contains 67285 members 
Mstep: Class 55 contains 3822 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3428 members 
Mstep: Class 61 contains 2244 members 
Mstep: Class 62 contains 2308 members 
Mstep: Class 63 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083312.000000 Penalty: 129547.601562
Iteration 212Q: 64 clusters Score -1.110833e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 12485 members 
Mstep: Class 3 contains 10782 members 
Mstep: Class 4 contains 49599 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 13981 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 20099 members 
Mstep: Class 12 contains 8035 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11367 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17418 members 
Mstep: Class 19 contains 42137 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10586 members 
Mstep: Class 23 contains 8123 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53147 members 
Mstep: Class 27 contains 3232 members 
Mstep: Class 28 contains 2880 members 
Mstep: Class 29 contains 63116 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63665 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90367 members 
Mstep: Class 34 contains 32054 members 
Mstep: Class 35 contains 25632 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9669 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3713 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5006 members 
Mstep: Class 45 contains 10993 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24951 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12398 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31641 members 
Mstep: Class 53 contains 25512 members 
Mstep: Class 54 contains 67279 members 
Mstep: Class 55 contains 3826 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3429 members 
Mstep: Class 61 contains 2245 members 
Mstep: Class 62 contains 2323 members 
Mstep: Class 63 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083256.000000 Penalty: 129547.601562
Iteration 213Q: 64 clusters Score -1.110833e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 10779 members 
Mstep: Class 4 contains 49599 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 13981 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 8029 members 
Mstep: Class 13 contains 9336 members 
Mstep: Class 14 contains 11362 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17419 members 
Mstep: Class 19 contains 42137 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10588 members 
Mstep: Class 23 contains 8127 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53145 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 63116 members 
Mstep: Class 30 contains 9856 members 
Mstep: Class 31 contains 63680 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90360 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25622 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9670 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3713 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5016 members 
Mstep: Class 45 contains 10991 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24947 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12401 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31644 members 
Mstep: Class 53 contains 25520 members 
Mstep: Class 54 contains 67267 members 
Mstep: Class 55 contains 3831 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3431 members 
Mstep: Class 61 contains 2247 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083328.000000 Penalty: 129547.601562
Iteration 214Q: 64 clusters Score -1.110833e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 12476 members 
Mstep: Class 3 contains 10778 members 
Mstep: Class 4 contains 49604 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11357 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17417 members 
Mstep: Class 19 contains 42137 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53147 members 
Mstep: Class 27 contains 3233 members 
Mstep: Class 28 contains 2875 members 
Mstep: Class 29 contains 63116 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63693 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90361 members 
Mstep: Class 34 contains 32052 members 
Mstep: Class 35 contains 25612 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9667 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3715 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5024 members 
Mstep: Class 45 contains 10988 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24946 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12402 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31645 members 
Mstep: Class 53 contains 25528 members 
Mstep: Class 54 contains 67260 members 
Mstep: Class 55 contains 3838 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15998 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3431 members 
Mstep: Class 61 contains 2249 members 
Mstep: Class 62 contains 2361 members 
Mstep: Class 63 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083512.000000 Penalty: 129547.601562
Iteration 215Q: 64 clusters Score -1.110835e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 12472 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 49604 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 8028 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11353 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17416 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53144 members 
Mstep: Class 27 contains 3233 members 
Mstep: Class 28 contains 2871 members 
Mstep: Class 29 contains 63115 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63707 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90357 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25594 members 
Mstep: Class 36 contains 9830 members 
Mstep: Class 37 contains 9666 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3715 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 10990 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24946 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12403 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31648 members 
Mstep: Class 53 contains 25536 members 
Mstep: Class 54 contains 67259 members 
Mstep: Class 55 contains 3849 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3430 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2365 members 
Mstep: Class 63 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083608.000000 Penalty: 129547.601562
Iteration 216Q: 64 clusters Score -1.110836e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 49606 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 11350 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17417 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53144 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63115 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90347 members 
Mstep: Class 34 contains 32043 members 
Mstep: Class 35 contains 25582 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9664 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3718 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2608 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 10988 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24948 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12403 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31650 members 
Mstep: Class 53 contains 25545 members 
Mstep: Class 54 contains 67260 members 
Mstep: Class 55 contains 3854 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3433 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2375 members 
Mstep: Class 63 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083600.000000 Penalty: 129547.601562
Iteration 217Q: 64 clusters Score -1.110836e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 12466 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 49608 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 20094 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 11348 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17422 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 8124 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53142 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63114 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63729 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90345 members 
Mstep: Class 34 contains 32040 members 
Mstep: Class 35 contains 25574 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9664 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3715 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5044 members 
Mstep: Class 45 contains 10985 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24950 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12403 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31655 members 
Mstep: Class 53 contains 25552 members 
Mstep: Class 54 contains 67259 members 
Mstep: Class 55 contains 3863 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3437 members 
Mstep: Class 61 contains 2252 members 
Mstep: Class 62 contains 2383 members 
Mstep: Class 63 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083520.000000 Penalty: 129547.601562
Iteration 218Q: 64 clusters Score -1.110835e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 49608 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 20092 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 11350 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10595 members 
Mstep: Class 23 contains 8121 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53139 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63114 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63740 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90335 members 
Mstep: Class 34 contains 32041 members 
Mstep: Class 35 contains 25571 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9668 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3715 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5045 members 
Mstep: Class 45 contains 10983 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2055 members 
Mstep: Class 48 contains 24950 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12405 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31655 members 
Mstep: Class 53 contains 25566 members 
Mstep: Class 54 contains 67257 members 
Mstep: Class 55 contains 3869 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2389 members 
Mstep: Class 63 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083560.000000 Penalty: 129547.601562
Iteration 219Q: 64 clusters Score -1.110836e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 49609 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 11349 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17426 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 8121 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53140 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63114 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63748 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90319 members 
Mstep: Class 34 contains 32045 members 
Mstep: Class 35 contains 25565 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9670 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3713 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5045 members 
Mstep: Class 45 contains 10981 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24948 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12409 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31652 members 
Mstep: Class 53 contains 25582 members 
Mstep: Class 54 contains 67254 members 
Mstep: Class 55 contains 3877 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2394 members 
Mstep: Class 63 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083600.000000 Penalty: 129547.601562
Iteration 220F: 64 clusters Score -1.110836e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 12463 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 8018 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17429 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53142 members 
Mstep: Class 27 contains 3237 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63114 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63760 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90299 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25557 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9674 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3710 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5044 members 
Mstep: Class 45 contains 10980 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24946 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12418 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31651 members 
Mstep: Class 53 contains 25604 members 
Mstep: Class 54 contains 67249 members 
Mstep: Class 55 contains 3886 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3440 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2399 members 
Mstep: Class 63 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083696.000000 Penalty: 129547.601562
Iteration 221Q: 64 clusters Score -1.110837e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 12465 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17430 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53142 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63113 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63771 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90278 members 
Mstep: Class 34 contains 32049 members 
Mstep: Class 35 contains 25547 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9677 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3712 members 
Mstep: Class 40 contains 15594 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5045 members 
Mstep: Class 45 contains 10977 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24945 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12424 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31653 members 
Mstep: Class 53 contains 25627 members 
Mstep: Class 54 contains 67244 members 
Mstep: Class 55 contains 3891 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3441 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2402 members 
Mstep: Class 63 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083792.000000 Penalty: 129547.601562
Iteration 222Q: 64 clusters Score -1.110838e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 12462 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 49610 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 8022 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17433 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53142 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63112 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63780 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90259 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25541 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9677 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3710 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5047 members 
Mstep: Class 45 contains 10975 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24946 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12432 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31653 members 
Mstep: Class 53 contains 25650 members 
Mstep: Class 54 contains 67240 members 
Mstep: Class 55 contains 3896 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2403 members 
Mstep: Class 63 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083840.000000 Penalty: 129547.601562
Iteration 223Q: 64 clusters Score -1.110838e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 49610 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 13973 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53141 members 
Mstep: Class 27 contains 3240 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63112 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63785 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90245 members 
Mstep: Class 34 contains 32045 members 
Mstep: Class 35 contains 25536 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9678 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3709 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5053 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24945 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12442 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31656 members 
Mstep: Class 53 contains 25666 members 
Mstep: Class 54 contains 67233 members 
Mstep: Class 55 contains 3899 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083800.000000 Penalty: 129547.601562
Iteration 224Q: 64 clusters Score -1.110838e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 12454 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 13975 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 8018 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11345 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17441 members 
Mstep: Class 19 contains 42132 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53137 members 
Mstep: Class 27 contains 3242 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 63112 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63793 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90238 members 
Mstep: Class 34 contains 32045 members 
Mstep: Class 35 contains 25531 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9678 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3709 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5059 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24943 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12450 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31658 members 
Mstep: Class 53 contains 25676 members 
Mstep: Class 54 contains 67223 members 
Mstep: Class 55 contains 3902 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3451 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083696.000000 Penalty: 129547.601562
Iteration 225Q: 64 clusters Score -1.110837e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 12453 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 49610 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 8 contains 13976 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 8018 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17442 members 
Mstep: Class 19 contains 42131 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53137 members 
Mstep: Class 27 contains 3245 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63111 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63798 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90228 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25527 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9678 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3709 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5063 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24943 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12452 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31663 members 
Mstep: Class 53 contains 25693 members 
Mstep: Class 54 contains 67217 members 
Mstep: Class 55 contains 3905 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 2252 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083640.000000 Penalty: 129547.601562
Iteration 226Q: 64 clusters Score -1.110836e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 12453 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 49607 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 42131 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53138 members 
Mstep: Class 27 contains 3248 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63110 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63807 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90220 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25524 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9679 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3710 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5067 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24943 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12455 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31663 members 
Mstep: Class 53 contains 25711 members 
Mstep: Class 54 contains 67212 members 
Mstep: Class 55 contains 3906 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3450 members 
Mstep: Class 61 contains 2252 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083656.000000 Penalty: 129547.601562
Iteration 227Q: 64 clusters Score -1.110837e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 12450 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49603 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 13976 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53139 members 
Mstep: Class 27 contains 3250 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63110 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63813 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90200 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25518 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9683 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3710 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5069 members 
Mstep: Class 45 contains 10973 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24943 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12460 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31659 members 
Mstep: Class 53 contains 25728 members 
Mstep: Class 54 contains 67212 members 
Mstep: Class 55 contains 3908 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3454 members 
Mstep: Class 61 contains 2252 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083720.000000 Penalty: 129547.601562
Iteration 228Q: 64 clusters Score -1.110837e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 12451 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49600 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10600 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53137 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63110 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63825 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90180 members 
Mstep: Class 34 contains 32047 members 
Mstep: Class 35 contains 25516 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9686 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3711 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5074 members 
Mstep: Class 45 contains 10973 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24940 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12463 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31660 members 
Mstep: Class 53 contains 25746 members 
Mstep: Class 54 contains 67212 members 
Mstep: Class 55 contains 3911 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 2252 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083872.000000 Penalty: 129547.601562
Iteration 229Q: 64 clusters Score -1.110839e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 12448 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49599 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17439 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53137 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63111 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63835 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 90168 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25515 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9687 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3713 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5077 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24935 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12465 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31662 members 
Mstep: Class 53 contains 25758 members 
Mstep: Class 54 contains 67212 members 
Mstep: Class 55 contains 3914 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3454 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2405 members 
Mstep: Class 63 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083808.000000 Penalty: 129547.601562
Iteration 230Q: 64 clusters Score -1.110838e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 12442 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49597 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17441 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53136 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63111 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63845 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90161 members 
Mstep: Class 34 contains 32046 members 
Mstep: Class 35 contains 25514 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9688 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3714 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5081 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24936 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31664 members 
Mstep: Class 53 contains 25771 members 
Mstep: Class 54 contains 67209 members 
Mstep: Class 55 contains 3919 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3454 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2406 members 
Mstep: Class 63 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083840.000000 Penalty: 129547.601562
Iteration 231Q: 64 clusters Score -1.110838e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 12439 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49598 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 6893 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 8018 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17443 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53134 members 
Mstep: Class 27 contains 3251 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63111 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63851 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90144 members 
Mstep: Class 34 contains 32045 members 
Mstep: Class 35 contains 25503 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9692 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3716 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24936 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12466 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31666 members 
Mstep: Class 53 contains 25788 members 
Mstep: Class 54 contains 67212 members 
Mstep: Class 55 contains 3926 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2407 members 
Mstep: Class 63 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083744.000000 Penalty: 129547.601562
Iteration 232Q: 64 clusters Score -1.110837e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49596 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6892 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20095 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17445 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10598 members 
Mstep: Class 23 contains 8122 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53130 members 
Mstep: Class 27 contains 3250 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63108 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63862 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90133 members 
Mstep: Class 34 contains 32042 members 
Mstep: Class 35 contains 25492 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9694 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3717 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24937 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12466 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31667 members 
Mstep: Class 53 contains 25805 members 
Mstep: Class 54 contains 67213 members 
Mstep: Class 55 contains 3929 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3456 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2409 members 
Mstep: Class 63 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083776.000000 Penalty: 129547.601562
Iteration 233Q: 64 clusters Score -1.110838e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49596 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 6894 members 
Mstep: Class 8 contains 13992 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 20095 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11342 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17448 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53129 members 
Mstep: Class 27 contains 3250 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63108 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63869 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90126 members 
Mstep: Class 34 contains 32043 members 
Mstep: Class 35 contains 25489 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9695 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3721 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 10975 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24935 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12466 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31665 members 
Mstep: Class 53 contains 25818 members 
Mstep: Class 54 contains 67215 members 
Mstep: Class 55 contains 3932 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2252 members 
Mstep: Class 62 contains 2411 members 
Mstep: Class 63 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083776.000000 Penalty: 129547.601562
Iteration 234Q: 64 clusters Score -1.110838e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 12417 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49594 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6897 members 
Mstep: Class 8 contains 13992 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20095 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17451 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10601 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4164 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53129 members 
Mstep: Class 27 contains 3253 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63881 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90117 members 
Mstep: Class 34 contains 32042 members 
Mstep: Class 35 contains 25481 members 
Mstep: Class 36 contains 9832 members 
Mstep: Class 37 contains 9695 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3721 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5101 members 
Mstep: Class 45 contains 10975 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24936 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31664 members 
Mstep: Class 53 contains 25830 members 
Mstep: Class 54 contains 67217 members 
Mstep: Class 55 contains 3933 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2416 members 
Mstep: Class 63 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083680.000000 Penalty: 129547.601562
Iteration 235Q: 64 clusters Score -1.110837e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 12414 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49595 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20095 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17451 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10601 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4164 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53126 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63889 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90111 members 
Mstep: Class 34 contains 32039 members 
Mstep: Class 35 contains 25476 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9696 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5108 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24936 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12469 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31663 members 
Mstep: Class 53 contains 25846 members 
Mstep: Class 54 contains 67218 members 
Mstep: Class 55 contains 3935 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2420 members 
Mstep: Class 63 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083688.000000 Penalty: 129547.601562
Iteration 236Q: 64 clusters Score -1.110837e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49596 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17456 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4164 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53124 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63895 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90104 members 
Mstep: Class 34 contains 32043 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9696 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5113 members 
Mstep: Class 45 contains 10973 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24936 members 
Mstep: Class 49 contains 6377 members 
Mstep: Class 50 contains 12472 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31660 members 
Mstep: Class 53 contains 25858 members 
Mstep: Class 54 contains 67217 members 
Mstep: Class 55 contains 3938 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 15999 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2423 members 
Mstep: Class 63 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083664.000000 Penalty: 129547.601562
Iteration 237Q: 64 clusters Score -1.110837e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49595 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20099 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17456 members 
Mstep: Class 19 contains 42134 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63899 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 90096 members 
Mstep: Class 34 contains 32043 members 
Mstep: Class 35 contains 25452 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9697 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5118 members 
Mstep: Class 45 contains 10972 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24936 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12478 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31660 members 
Mstep: Class 53 contains 25870 members 
Mstep: Class 54 contains 67215 members 
Mstep: Class 55 contains 3946 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16000 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2428 members 
Mstep: Class 63 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083656.000000 Penalty: 129547.601562
Iteration 238Q: 64 clusters Score -1.110837e+08 nChanged 79
Entering ConstructFrom: 
Score: -111083656.000000 Penalty: 129547.601562
Entering ConstructFrom: 
Trying to split cluster 1 (50092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Entering Unmasked Estep 
Score: -5616662.500000 Penalty: 1610.256470
	Iteration 0F: 2 clusters Score -5616662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -5584027.000000 Penalty: 3220.512939
	Iteration 0F: 3 clusters Score -5584027 nChanged 23170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5597128.000000 Penalty: 3220.512939
	Iteration 1F: 3 clusters Score -5597128 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5597933.500000 Penalty: 3220.512939
	Iteration 2Q: 3 clusters Score -5597934 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -5598762.500000 Penalty: 3220.512939
	Iteration 3Q: 3 clusters Score -5598762 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5599723.000000 Penalty: 3220.512939
	Iteration 4Q: 3 clusters Score -5599723 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5601040.000000 Penalty: 3220.512939
	Iteration 5Q: 3 clusters Score -5601040 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5602661.000000 Penalty: 3220.512939
	Iteration 6F: 3 clusters Score -5602661 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5604622.500000 Penalty: 3220.512939
	Iteration 7F: 3 clusters Score -5604622 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5606694.000000 Penalty: 3220.512939
	Iteration 8F: 3 clusters Score -5606694 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5608472.000000 Penalty: 3220.512939
	Iteration 9F: 3 clusters Score -5608472 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5609584.000000 Penalty: 3220.512939
	Iteration 10Q: 3 clusters Score -5609584 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5610224.000000 Penalty: 3220.512939
	Iteration 11Q: 3 clusters Score -5610224 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -5610587.000000 Penalty: 3220.512939
	Iteration 12Q: 3 clusters Score -5610587 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5610858.000000 Penalty: 3220.512939
	Iteration 13Q: 3 clusters Score -5610858 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5611093.000000 Penalty: 3220.512939
	Iteration 14Q: 3 clusters Score -5611093 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5611289.500000 Penalty: 3220.512939
	Iteration 15Q: 3 clusters Score -5611290 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -5611439.000000 Penalty: 3220.512939
	Iteration 16Q: 3 clusters Score -5611439 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -5611616.500000 Penalty: 3220.512939
	Iteration 17Q: 3 clusters Score -5611616 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5611732.500000 Penalty: 3220.512939
	Iteration 18Q: 3 clusters Score -5611732 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -5611895.500000 Penalty: 3220.512939
	Iteration 19Q: 3 clusters Score -5611896 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5612068.500000 Penalty: 3220.512939
	Iteration 20F: 3 clusters Score -5612068 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5612233.500000 Penalty: 3220.512939
	Iteration 21Q: 3 clusters Score -5612234 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -5612335.500000 Penalty: 3220.512939
	Iteration 22Q: 3 clusters Score -5612336 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5612456.000000 Penalty: 3220.512939
	Iteration 23Q: 3 clusters Score -5612456 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5612561.000000 Penalty: 3220.512939
	Iteration 24Q: 3 clusters Score -5612561 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5612660.000000 Penalty: 3220.512939
	Iteration 25Q: 3 clusters Score -5612660 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -5612758.500000 Penalty: 3220.512939
	Iteration 26Q: 3 clusters Score -5612758 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5612835.500000 Penalty: 3220.512939
	Iteration 27Q: 3 clusters Score -5612836 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -5612944.000000 Penalty: 3220.512939
	Iteration 28Q: 3 clusters Score -5612944 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -5613090.500000 Penalty: 3220.512939
	Iteration 29Q: 3 clusters Score -5613090 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5613180.000000 Penalty: 3220.512939
	Iteration 30Q: 3 clusters Score -5613180 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -5613259.500000 Penalty: 3220.512939
	Iteration 31Q: 3 clusters Score -5613260 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -5613363.500000 Penalty: 3220.512939
	Iteration 32Q: 3 clusters Score -5613364 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5613479.000000 Penalty: 3220.512939
	Iteration 33Q: 3 clusters Score -5613479 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5613586.000000 Penalty: 3220.512939
	Iteration 34Q: 3 clusters Score -5613586 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5613691.000000 Penalty: 3220.512939
	Iteration 35Q: 3 clusters Score -5613691 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -5613781.000000 Penalty: 3220.512939
	Iteration 36Q: 3 clusters Score -5613781 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -5613850.000000 Penalty: 3220.512939
	Iteration 37Q: 3 clusters Score -5613850 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5613927.000000 Penalty: 3220.512939
	Iteration 38Q: 3 clusters Score -5613927 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5614028.500000 Penalty: 3220.512939
	Iteration 39Q: 3 clusters Score -5614028 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5614130.500000 Penalty: 3220.512939
	Iteration 40F: 3 clusters Score -5614130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5614205.500000 Penalty: 3220.512939
	Iteration 41Q: 3 clusters Score -5614206 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5614288.500000 Penalty: 3220.512939
	Iteration 42Q: 3 clusters Score -5614288 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5614353.500000 Penalty: 3220.512939
	Iteration 43Q: 3 clusters Score -5614354 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5614413.500000 Penalty: 3220.512939
	Iteration 44Q: 3 clusters Score -5614414 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -5614503.500000 Penalty: 3220.512939
	Iteration 45Q: 3 clusters Score -5614504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5614606.000000 Penalty: 3220.512939
	Iteration 46Q: 3 clusters Score -5614606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5614653.500000 Penalty: 3220.512939
	Iteration 47Q: 3 clusters Score -5614654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5614730.500000 Penalty: 3220.512939
	Iteration 48Q: 3 clusters Score -5614730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5614794.500000 Penalty: 3220.512939
	Iteration 49Q: 3 clusters Score -5614794 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5614864.500000 Penalty: 3220.512939
	Iteration 50Q: 3 clusters Score -5614864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5614938.000000 Penalty: 3220.512939
	Iteration 51Q: 3 clusters Score -5614938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5615010.500000 Penalty: 3220.512939
	Iteration 52Q: 3 clusters Score -5615010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5615077.000000 Penalty: 3220.512939
	Iteration 53Q: 3 clusters Score -5615077 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5615139.000000 Penalty: 3220.512939
	Iteration 54Q: 3 clusters Score -5615139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5615196.500000 Penalty: 3220.512939
	Iteration 55Q: 3 clusters Score -5615196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5615266.000000 Penalty: 3220.512939
	Iteration 56Q: 3 clusters Score -5615266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5615303.000000 Penalty: 3220.512939
	Iteration 57Q: 3 clusters Score -5615303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5615332.000000 Penalty: 3220.512939
	Iteration 58Q: 3 clusters Score -5615332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5615360.000000 Penalty: 3220.512939
	Iteration 59Q: 3 clusters Score -5615360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5615392.500000 Penalty: 3220.512939
	Iteration 60F: 3 clusters Score -5615392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5615394.000000 Penalty: 3220.512939
	Iteration 61Q: 3 clusters Score -5615394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5615420.000000 Penalty: 3220.512939
	Iteration 62Q: 3 clusters Score -5615420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5615440.500000 Penalty: 3220.512939
	Iteration 63Q: 3 clusters Score -5615440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5615449.000000 Penalty: 3220.512939
	Iteration 64Q: 3 clusters Score -5615449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5615451.000000 Penalty: 3220.512939
	Iteration 65Q: 3 clusters Score -5615451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5615459.500000 Penalty: 3220.512939
	Iteration 66Q: 3 clusters Score -5615460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5615461.500000 Penalty: 3220.512939
	Iteration 67Q: 3 clusters Score -5615462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5615474.000000 Penalty: 3220.512939
	Iteration 68Q: 3 clusters Score -5615474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5615473.000000 Penalty: 3220.512939
	Iteration 69Q: 3 clusters Score -5615473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5615484.500000 Penalty: 3220.512939
	Iteration 70Q: 3 clusters Score -5615484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5615492.500000 Penalty: 3220.512939
	Iteration 71Q: 3 clusters Score -5615492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5615494.500000 Penalty: 3220.512939
	Iteration 72Q: 3 clusters Score -5615494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5615500.500000 Penalty: 3220.512939
	Iteration 73Q: 3 clusters Score -5615500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5615510.500000 Penalty: 3220.512939
	Iteration 74Q: 3 clusters Score -5615510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5615519.000000 Penalty: 3220.512939
	Iteration 75Q: 3 clusters Score -5615519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5615517.500000 Penalty: 3220.512939
	Iteration 76Q: 3 clusters Score -5615518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5615523.500000 Penalty: 3220.512939
	Iteration 77Q: 3 clusters Score -5615524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5615517.000000 Penalty: 3220.512939
	Iteration 78Q: 3 clusters Score -5615517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5615535.500000 Penalty: 3220.512939
	Iteration 79Q: 3 clusters Score -5615536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5615530.000000 Penalty: 3220.512939
	Iteration 80F: 3 clusters Score -5615530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5615530.500000 Penalty: 3220.512939
	Iteration 81Q: 3 clusters Score -5615530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5615534.500000 Penalty: 3220.512939
	Iteration 82Q: 3 clusters Score -5615534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5615530.000000 Penalty: 3220.512939
	Iteration 83Q: 3 clusters Score -5615530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5615531.500000 Penalty: 3220.512939
	Iteration 84Q: 3 clusters Score -5615532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5615535.500000 Penalty: 3220.512939
	Iteration 85Q: 3 clusters Score -5615536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5615532.000000 Penalty: 3220.512939
	Iteration 86Q: 3 clusters Score -5615532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5615540.000000 Penalty: 3220.512939
	Iteration 87Q: 3 clusters Score -5615540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5615542.000000 Penalty: 3220.512939
	Iteration 88Q: 3 clusters Score -5615542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5615545.500000 Penalty: 3220.512939
	Iteration 89Q: 3 clusters Score -5615546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5615540.000000 Penalty: 3220.512939
	Iteration 90Q: 3 clusters Score -5615540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5615540.000000 Penalty: 3220.512939
	Iteration 91Q: 3 clusters Score -5615540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5615537.000000 Penalty: 3220.512939
	Iteration 92Q: 3 clusters Score -5615537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5615538.000000 Penalty: 3220.512939
	Iteration 93Q: 3 clusters Score -5615538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5615543.000000 Penalty: 3220.512939
	Iteration 94Q: 3 clusters Score -5615543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5615547.500000 Penalty: 3220.512939
	Iteration 95Q: 3 clusters Score -5615548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5615544.000000 Penalty: 3220.512939
	Iteration 96Q: 3 clusters Score -5615544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5615546.000000 Penalty: 3220.512939
	Iteration 97Q: 3 clusters Score -5615546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5615546.000000 Penalty: 3220.512939
	Iteration 98Q: 3 clusters Score -5615546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5615553.500000 Penalty: 3220.512939
	Iteration 99Q: 3 clusters Score -5615554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5615559.000000 Penalty: 3220.512939
	Iteration 100F: 3 clusters Score -5615559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5615567.000000 Penalty: 3220.512939
	Iteration 101Q: 3 clusters Score -5615567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5615563.500000 Penalty: 3220.512939
	Iteration 102Q: 3 clusters Score -5615564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5615558.000000 Penalty: 3220.512939
	Iteration 103Q: 3 clusters Score -5615558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5615561.000000 Penalty: 3220.512939
	Iteration 104Q: 3 clusters Score -5615561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5615566.000000 Penalty: 3220.512939
	Iteration 105Q: 3 clusters Score -5615566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5615573.000000 Penalty: 3220.512939
	Iteration 106Q: 3 clusters Score -5615573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5615572.000000 Penalty: 3220.512939
	Iteration 107Q: 3 clusters Score -5615572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5615578.500000 Penalty: 3220.512939
	Iteration 108Q: 3 clusters Score -5615578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5615578.500000 Penalty: 3220.512939
	Iteration 109F: 3 clusters Score -5615578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Entering Unmasked Estep 
Score: -1353616.000000 Penalty: 1402.687134
	Iteration 0F: 2 clusters Score -1353616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1345391.000000 Penalty: 2805.374268
	Iteration 0F: 3 clusters Score -1345391 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1348206.875000 Penalty: 2805.374268
	Iteration 1F: 3 clusters Score -1348207 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1348622.375000 Penalty: 2805.374268
	Iteration 2F: 3 clusters Score -1348622 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1348988.250000 Penalty: 2805.374268
	Iteration 3F: 3 clusters Score -1348988 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1349350.125000 Penalty: 2805.374268
	Iteration 4F: 3 clusters Score -1349350 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1349765.250000 Penalty: 2805.374268
	Iteration 5F: 3 clusters Score -1349765 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1350173.500000 Penalty: 2805.374268
	Iteration 6F: 3 clusters Score -1350174 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1350633.500000 Penalty: 2805.374268
	Iteration 7F: 3 clusters Score -1350634 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1351118.000000 Penalty: 2805.374268
	Iteration 8F: 3 clusters Score -1351118 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1351614.875000 Penalty: 2805.374268
	Iteration 9Q: 3 clusters Score -1351615 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1352059.125000 Penalty: 2805.374268
	Iteration 10Q: 3 clusters Score -1352059 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1352413.000000 Penalty: 2805.374268
	Iteration 11Q: 3 clusters Score -1352413 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1352632.125000 Penalty: 2805.374268
	Iteration 12Q: 3 clusters Score -1352632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1352780.750000 Penalty: 2805.374268
	Iteration 13Q: 3 clusters Score -1352781 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1352902.875000 Penalty: 2805.374268
	Iteration 14Q: 3 clusters Score -1352903 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1352997.875000 Penalty: 2805.374268
	Iteration 15Q: 3 clusters Score -1352998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1353070.125000 Penalty: 2805.374268
	Iteration 16Q: 3 clusters Score -1353070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1353126.625000 Penalty: 2805.374268
	Iteration 17Q: 3 clusters Score -1353127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1353164.875000 Penalty: 2805.374268
	Iteration 18Q: 3 clusters Score -1353165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1353196.000000 Penalty: 2805.374268
	Iteration 19Q: 3 clusters Score -1353196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1353231.625000 Penalty: 2805.374268
	Iteration 20F: 3 clusters Score -1353232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1353247.625000 Penalty: 2805.374268
	Iteration 21Q: 3 clusters Score -1353248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1353260.250000 Penalty: 2805.374268
	Iteration 22Q: 3 clusters Score -1353260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1353273.500000 Penalty: 2805.374268
	Iteration 23Q: 3 clusters Score -1353274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1353280.500000 Penalty: 2805.374268
	Iteration 24Q: 3 clusters Score -1353280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1353285.000000 Penalty: 2805.374268
	Iteration 25Q: 3 clusters Score -1353285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1353284.250000 Penalty: 2805.374268
	Iteration 26Q: 3 clusters Score -1353284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1353282.875000 Penalty: 2805.374268
	Iteration 27Q: 3 clusters Score -1353283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1353285.250000 Penalty: 2805.374268
	Iteration 28Q: 3 clusters Score -1353285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1353285.250000 Penalty: 2805.374268
	Iteration 29Q: 3 clusters Score -1353285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1353285.500000 Penalty: 2805.374268
	Iteration 30Q: 3 clusters Score -1353286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1353286.625000 Penalty: 2805.374268
	Iteration 31Q: 3 clusters Score -1353287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1353289.125000 Penalty: 2805.374268
	Iteration 32Q: 3 clusters Score -1353289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1353288.500000 Penalty: 2805.374268
	Iteration 33Q: 3 clusters Score -1353288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1353288.875000 Penalty: 2805.374268
	Iteration 34Q: 3 clusters Score -1353289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1353289.500000 Penalty: 2805.374268
	Iteration 35Q: 3 clusters Score -1353290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1353292.125000 Penalty: 2805.374268
	Iteration 36Q: 3 clusters Score -1353292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1353292.125000 Penalty: 2805.374268
	Iteration 37F: 3 clusters Score -1353292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Entering Unmasked Estep 
Score: -1163049.125000 Penalty: 1381.550415
	Iteration 0F: 2 clusters Score -1163049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1155827.000000 Penalty: 2763.100830
	Iteration 0F: 3 clusters Score -1155827 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1158224.250000 Penalty: 2763.100830
	Iteration 1F: 3 clusters Score -1158224 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1158563.875000 Penalty: 2763.100830
	Iteration 2F: 3 clusters Score -1158564 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1158829.625000 Penalty: 2763.100830
	Iteration 3F: 3 clusters Score -1158830 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1159055.125000 Penalty: 2763.100830
	Iteration 4Q: 3 clusters Score -1159055 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1159234.375000 Penalty: 2763.100830
	Iteration 5Q: 3 clusters Score -1159234 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1159401.000000 Penalty: 2763.100830
	Iteration 6Q: 3 clusters Score -1159401 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1159525.125000 Penalty: 2763.100830
	Iteration 7Q: 3 clusters Score -1159525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1159634.500000 Penalty: 2763.100830
	Iteration 8Q: 3 clusters Score -1159634 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1159749.875000 Penalty: 2763.100830
	Iteration 9Q: 3 clusters Score -1159750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1159875.875000 Penalty: 2763.100830
	Iteration 10Q: 3 clusters Score -1159876 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1160002.375000 Penalty: 2763.100830
	Iteration 11Q: 3 clusters Score -1160002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1160144.250000 Penalty: 2763.100830
	Iteration 12Q: 3 clusters Score -1160144 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1160294.125000 Penalty: 2763.100830
	Iteration 13Q: 3 clusters Score -1160294 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1160449.500000 Penalty: 2763.100830
	Iteration 14Q: 3 clusters Score -1160450 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1160618.875000 Penalty: 2763.100830
	Iteration 15Q: 3 clusters Score -1160619 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1160782.000000 Penalty: 2763.100830
	Iteration 16Q: 3 clusters Score -1160782 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1160916.000000 Penalty: 2763.100830
	Iteration 17Q: 3 clusters Score -1160916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1161024.000000 Penalty: 2763.100830
	Iteration 18Q: 3 clusters Score -1161024 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1161122.250000 Penalty: 2763.100830
	Iteration 19Q: 3 clusters Score -1161122 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1161192.750000 Penalty: 2763.100830
	Iteration 20F: 3 clusters Score -1161193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1161254.125000 Penalty: 2763.100830
	Iteration 21Q: 3 clusters Score -1161254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1161300.000000 Penalty: 2763.100830
	Iteration 22Q: 3 clusters Score -1161300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1161339.250000 Penalty: 2763.100830
	Iteration 23Q: 3 clusters Score -1161339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1161364.375000 Penalty: 2763.100830
	Iteration 24Q: 3 clusters Score -1161364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1161384.875000 Penalty: 2763.100830
	Iteration 25Q: 3 clusters Score -1161385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1161397.875000 Penalty: 2763.100830
	Iteration 26Q: 3 clusters Score -1161398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1161408.750000 Penalty: 2763.100830
	Iteration 27Q: 3 clusters Score -1161409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1161428.750000 Penalty: 2763.100830
	Iteration 28Q: 3 clusters Score -1161429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1161445.750000 Penalty: 2763.100830
	Iteration 29Q: 3 clusters Score -1161446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1161469.750000 Penalty: 2763.100830
	Iteration 30Q: 3 clusters Score -1161470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1161501.250000 Penalty: 2763.100830
	Iteration 31Q: 3 clusters Score -1161501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1161531.750000 Penalty: 2763.100830
	Iteration 32Q: 3 clusters Score -1161532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1161563.500000 Penalty: 2763.100830
	Iteration 33Q: 3 clusters Score -1161564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1161602.500000 Penalty: 2763.100830
	Iteration 34Q: 3 clusters Score -1161602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1161630.375000 Penalty: 2763.100830
	Iteration 35Q: 3 clusters Score -1161630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1161655.500000 Penalty: 2763.100830
	Iteration 36Q: 3 clusters Score -1161656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1161672.250000 Penalty: 2763.100830
	Iteration 37Q: 3 clusters Score -1161672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1161694.250000 Penalty: 2763.100830
	Iteration 38Q: 3 clusters Score -1161694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1161710.250000 Penalty: 2763.100830
	Iteration 39Q: 3 clusters Score -1161710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1161723.500000 Penalty: 2763.100830
	Iteration 40F: 3 clusters Score -1161724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1161732.500000 Penalty: 2763.100830
	Iteration 41Q: 3 clusters Score -1161732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1161738.875000 Penalty: 2763.100830
	Iteration 42Q: 3 clusters Score -1161739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1161748.000000 Penalty: 2763.100830
	Iteration 43Q: 3 clusters Score -1161748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1161754.750000 Penalty: 2763.100830
	Iteration 44Q: 3 clusters Score -1161755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1161758.875000 Penalty: 2763.100830
	Iteration 45Q: 3 clusters Score -1161759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1161764.375000 Penalty: 2763.100830
	Iteration 46Q: 3 clusters Score -1161764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1161767.500000 Penalty: 2763.100830
	Iteration 47Q: 3 clusters Score -1161768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1161772.000000 Penalty: 2763.100830
	Iteration 48Q: 3 clusters Score -1161772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1161776.125000 Penalty: 2763.100830
	Iteration 49Q: 3 clusters Score -1161776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1161780.375000 Penalty: 2763.100830
	Iteration 50Q: 3 clusters Score -1161780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1161784.625000 Penalty: 2763.100830
	Iteration 51Q: 3 clusters Score -1161785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1161787.625000 Penalty: 2763.100830
	Iteration 52Q: 3 clusters Score -1161788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1161788.125000 Penalty: 2763.100830
	Iteration 53Q: 3 clusters Score -1161788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1161792.000000 Penalty: 2763.100830
	Iteration 54Q: 3 clusters Score -1161792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1161793.875000 Penalty: 2763.100830
	Iteration 55Q: 3 clusters Score -1161794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1161793.875000 Penalty: 2763.100830
	Iteration 56Q: 3 clusters Score -1161794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1161796.000000 Penalty: 2763.100830
	Iteration 57Q: 3 clusters Score -1161796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1161798.375000 Penalty: 2763.100830
	Iteration 58Q: 3 clusters Score -1161798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1161795.500000 Penalty: 2763.100830
	Iteration 59Q: 3 clusters Score -1161796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1161796.750000 Penalty: 2763.100830
	Iteration 60F: 3 clusters Score -1161797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1161801.750000 Penalty: 2763.100830
	Iteration 61Q: 3 clusters Score -1161802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1161802.750000 Penalty: 2763.100830
	Iteration 62Q: 3 clusters Score -1161803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1161802.875000 Penalty: 2763.100830
	Iteration 63Q: 3 clusters Score -1161803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1161803.750000 Penalty: 2763.100830
	Iteration 64Q: 3 clusters Score -1161804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1161806.125000 Penalty: 2763.100830
	Iteration 65Q: 3 clusters Score -1161806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1161806.625000 Penalty: 2763.100830
	Iteration 66Q: 3 clusters Score -1161807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1161812.375000 Penalty: 2763.100830
	Iteration 67Q: 3 clusters Score -1161812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1161818.625000 Penalty: 2763.100830
	Iteration 68Q: 3 clusters Score -1161819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1161820.500000 Penalty: 2763.100830
	Iteration 69Q: 3 clusters Score -1161820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1161823.125000 Penalty: 2763.100830
	Iteration 70Q: 3 clusters Score -1161823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1161822.500000 Penalty: 2763.100830
	Iteration 71Q: 3 clusters Score -1161822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1161827.375000 Penalty: 2763.100830
	Iteration 72Q: 3 clusters Score -1161827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1161826.000000 Penalty: 2763.100830
	Iteration 73Q: 3 clusters Score -1161826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1161832.125000 Penalty: 2763.100830
	Iteration 74Q: 3 clusters Score -1161832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1161834.000000 Penalty: 2763.100830
	Iteration 75Q: 3 clusters Score -1161834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1161834.000000 Penalty: 2763.100830
	Iteration 76Q: 3 clusters Score -1161834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1161837.750000 Penalty: 2763.100830
	Iteration 77Q: 3 clusters Score -1161838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1161840.750000 Penalty: 2763.100830
	Iteration 78Q: 3 clusters Score -1161841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1161845.625000 Penalty: 2763.100830
	Iteration 79Q: 3 clusters Score -1161846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1161844.250000 Penalty: 2763.100830
	Iteration 80F: 3 clusters Score -1161844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1161843.000000 Penalty: 2763.100830
	Iteration 81Q: 3 clusters Score -1161843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1161843.875000 Penalty: 2763.100830
	Iteration 82Q: 3 clusters Score -1161844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1161847.000000 Penalty: 2763.100830
	Iteration 83Q: 3 clusters Score -1161847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1161846.125000 Penalty: 2763.100830
	Iteration 84Q: 3 clusters Score -1161846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1161853.250000 Penalty: 2763.100830
	Iteration 85Q: 3 clusters Score -1161853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1161851.875000 Penalty: 2763.100830
	Iteration 86Q: 3 clusters Score -1161852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1161857.125000 Penalty: 2763.100830
	Iteration 87Q: 3 clusters Score -1161857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1161857.500000 Penalty: 2763.100830
	Iteration 88Q: 3 clusters Score -1161858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1161860.375000 Penalty: 2763.100830
	Iteration 89Q: 3 clusters Score -1161860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1161860.000000 Penalty: 2763.100830
	Iteration 90Q: 3 clusters Score -1161860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1161862.375000 Penalty: 2763.100830
	Iteration 91Q: 3 clusters Score -1161862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1161860.625000 Penalty: 2763.100830
	Iteration 92Q: 3 clusters Score -1161861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1161862.500000 Penalty: 2763.100830
	Iteration 93Q: 3 clusters Score -1161862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1161861.250000 Penalty: 2763.100830
	Iteration 94Q: 3 clusters Score -1161861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1161860.875000 Penalty: 2763.100830
	Iteration 95Q: 3 clusters Score -1161861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1161863.625000 Penalty: 2763.100830
	Iteration 96Q: 3 clusters Score -1161864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1161863.000000 Penalty: 2763.100830
	Iteration 97Q: 3 clusters Score -1161863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1161864.000000 Penalty: 2763.100830
	Iteration 98Q: 3 clusters Score -1161864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1161863.125000 Penalty: 2763.100830
	Iteration 99Q: 3 clusters Score -1161863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1161866.750000 Penalty: 2763.100830
	Iteration 100F: 3 clusters Score -1161867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1161866.125000 Penalty: 2763.100830
	Iteration 101Q: 3 clusters Score -1161866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1161865.625000 Penalty: 2763.100830
	Iteration 102Q: 3 clusters Score -1161866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1161867.250000 Penalty: 2763.100830
	Iteration 103Q: 3 clusters Score -1161867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1161869.625000 Penalty: 2763.100830
	Iteration 104Q: 3 clusters Score -1161870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1161868.000000 Penalty: 2763.100830
	Iteration 105Q: 3 clusters Score -1161868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1161867.625000 Penalty: 2763.100830
	Iteration 106Q: 3 clusters Score -1161868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1161869.500000 Penalty: 2763.100830
	Iteration 107Q: 3 clusters Score -1161870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1161869.375000 Penalty: 2763.100830
	Iteration 108Q: 3 clusters Score -1161869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1161869.500000 Penalty: 2763.100830
	Iteration 109Q: 3 clusters Score -1161870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1161871.375000 Penalty: 2763.100830
	Iteration 110Q: 3 clusters Score -1161871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1161871.750000 Penalty: 2763.100830
	Iteration 111Q: 3 clusters Score -1161872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1161871.750000 Penalty: 2763.100830
	Iteration 112F: 3 clusters Score -1161872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Entering Unmasked Estep 
Score: -5799854.000000 Penalty: 1608.766968
	Iteration 0F: 2 clusters Score -5799854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5767463.500000 Penalty: 3217.533936
	Iteration 0F: 3 clusters Score -5767464 nChanged 22895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5780479.500000 Penalty: 3217.533936
	Iteration 1F: 3 clusters Score -5780480 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -5781102.500000 Penalty: 3217.533936
	Iteration 2Q: 3 clusters Score -5781102 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5781692.500000 Penalty: 3217.533936
	Iteration 3Q: 3 clusters Score -5781692 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -5782377.000000 Penalty: 3217.533936
	Iteration 4Q: 3 clusters Score -5782377 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5783084.500000 Penalty: 3217.533936
	Iteration 5Q: 3 clusters Score -5783084 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -5784010.500000 Penalty: 3217.533936
	Iteration 6Q: 3 clusters Score -5784010 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5785259.000000 Penalty: 3217.533936
	Iteration 7Q: 3 clusters Score -5785259 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5786788.000000 Penalty: 3217.533936
	Iteration 8F: 3 clusters Score -5786788 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -5788666.500000 Penalty: 3217.533936
	Iteration 9F: 3 clusters Score -5788666 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5790843.500000 Penalty: 3217.533936
	Iteration 10F: 3 clusters Score -5790844 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5792700.500000 Penalty: 3217.533936
	Iteration 11Q: 3 clusters Score -5792700 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -5794004.500000 Penalty: 3217.533936
	Iteration 12Q: 3 clusters Score -5794004 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -5794835.500000 Penalty: 3217.533936
	Iteration 13Q: 3 clusters Score -5794836 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5795376.500000 Penalty: 3217.533936
	Iteration 14Q: 3 clusters Score -5795376 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5795800.000000 Penalty: 3217.533936
	Iteration 15Q: 3 clusters Score -5795800 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -5796148.500000 Penalty: 3217.533936
	Iteration 16Q: 3 clusters Score -5796148 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -5796431.500000 Penalty: 3217.533936
	Iteration 17Q: 3 clusters Score -5796432 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5796679.500000 Penalty: 3217.533936
	Iteration 18Q: 3 clusters Score -5796680 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5796888.500000 Penalty: 3217.533936
	Iteration 19Q: 3 clusters Score -5796888 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5797069.500000 Penalty: 3217.533936
	Iteration 20F: 3 clusters Score -5797070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -5797248.000000 Penalty: 3217.533936
	Iteration 21Q: 3 clusters Score -5797248 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5797388.500000 Penalty: 3217.533936
	Iteration 22Q: 3 clusters Score -5797388 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -5797520.000000 Penalty: 3217.533936
	Iteration 23Q: 3 clusters Score -5797520 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5797634.000000 Penalty: 3217.533936
	Iteration 24Q: 3 clusters Score -5797634 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5797707.000000 Penalty: 3217.533936
	Iteration 25Q: 3 clusters Score -5797707 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -5797774.000000 Penalty: 3217.533936
	Iteration 26Q: 3 clusters Score -5797774 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -5797852.500000 Penalty: 3217.533936
	Iteration 27Q: 3 clusters Score -5797852 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5797912.500000 Penalty: 3217.533936
	Iteration 28Q: 3 clusters Score -5797912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5797975.500000 Penalty: 3217.533936
	Iteration 29Q: 3 clusters Score -5797976 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5798037.500000 Penalty: 3217.533936
	Iteration 30Q: 3 clusters Score -5798038 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5798088.500000 Penalty: 3217.533936
	Iteration 31Q: 3 clusters Score -5798088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5798126.500000 Penalty: 3217.533936
	Iteration 32Q: 3 clusters Score -5798126 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5798163.000000 Penalty: 3217.533936
	Iteration 33Q: 3 clusters Score -5798163 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5798210.500000 Penalty: 3217.533936
	Iteration 34Q: 3 clusters Score -5798210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5798242.500000 Penalty: 3217.533936
	Iteration 35Q: 3 clusters Score -5798242 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5798260.500000 Penalty: 3217.533936
	Iteration 36Q: 3 clusters Score -5798260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5798283.000000 Penalty: 3217.533936
	Iteration 37Q: 3 clusters Score -5798283 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5798336.000000 Penalty: 3217.533936
	Iteration 38Q: 3 clusters Score -5798336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5798350.500000 Penalty: 3217.533936
	Iteration 39Q: 3 clusters Score -5798350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5798372.500000 Penalty: 3217.533936
	Iteration 40F: 3 clusters Score -5798372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5798398.000000 Penalty: 3217.533936
	Iteration 41Q: 3 clusters Score -5798398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5798439.000000 Penalty: 3217.533936
	Iteration 42Q: 3 clusters Score -5798439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5798453.000000 Penalty: 3217.533936
	Iteration 43Q: 3 clusters Score -5798453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5798479.500000 Penalty: 3217.533936
	Iteration 44Q: 3 clusters Score -5798480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5798508.500000 Penalty: 3217.533936
	Iteration 45Q: 3 clusters Score -5798508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5798537.500000 Penalty: 3217.533936
	Iteration 46Q: 3 clusters Score -5798538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5798545.500000 Penalty: 3217.533936
	Iteration 47Q: 3 clusters Score -5798546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5798565.500000 Penalty: 3217.533936
	Iteration 48Q: 3 clusters Score -5798566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5798565.500000 Penalty: 3217.533936
	Iteration 49Q: 3 clusters Score -5798566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5798582.500000 Penalty: 3217.533936
	Iteration 50Q: 3 clusters Score -5798582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5798591.000000 Penalty: 3217.533936
	Iteration 51Q: 3 clusters Score -5798591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5798601.000000 Penalty: 3217.533936
	Iteration 52Q: 3 clusters Score -5798601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5798627.000000 Penalty: 3217.533936
	Iteration 53Q: 3 clusters Score -5798627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5798635.000000 Penalty: 3217.533936
	Iteration 54Q: 3 clusters Score -5798635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5798645.000000 Penalty: 3217.533936
	Iteration 55Q: 3 clusters Score -5798645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5798645.500000 Penalty: 3217.533936
	Iteration 56Q: 3 clusters Score -5798646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5798661.500000 Penalty: 3217.533936
	Iteration 57Q: 3 clusters Score -5798662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5798671.500000 Penalty: 3217.533936
	Iteration 58Q: 3 clusters Score -5798672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5798664.500000 Penalty: 3217.533936
	Iteration 59Q: 3 clusters Score -5798664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5798682.000000 Penalty: 3217.533936
	Iteration 60F: 3 clusters Score -5798682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5798703.500000 Penalty: 3217.533936
	Iteration 61Q: 3 clusters Score -5798704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5798706.500000 Penalty: 3217.533936
	Iteration 62Q: 3 clusters Score -5798706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5798705.500000 Penalty: 3217.533936
	Iteration 63Q: 3 clusters Score -5798706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5798707.000000 Penalty: 3217.533936
	Iteration 64Q: 3 clusters Score -5798707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5798712.500000 Penalty: 3217.533936
	Iteration 65Q: 3 clusters Score -5798712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5798711.500000 Penalty: 3217.533936
	Iteration 66Q: 3 clusters Score -5798712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5798713.000000 Penalty: 3217.533936
	Iteration 67Q: 3 clusters Score -5798713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5798715.500000 Penalty: 3217.533936
	Iteration 68Q: 3 clusters Score -5798716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5798714.500000 Penalty: 3217.533936
	Iteration 69Q: 3 clusters Score -5798714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5798724.000000 Penalty: 3217.533936
	Iteration 70Q: 3 clusters Score -5798724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5798730.000000 Penalty: 3217.533936
	Iteration 71Q: 3 clusters Score -5798730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5798735.500000 Penalty: 3217.533936
	Iteration 72Q: 3 clusters Score -5798736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5798745.500000 Penalty: 3217.533936
	Iteration 73Q: 3 clusters Score -5798746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5798755.000000 Penalty: 3217.533936
	Iteration 74Q: 3 clusters Score -5798755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5798760.000000 Penalty: 3217.533936
	Iteration 75Q: 3 clusters Score -5798760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5798755.500000 Penalty: 3217.533936
	Iteration 76Q: 3 clusters Score -5798756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5798759.000000 Penalty: 3217.533936
	Iteration 77Q: 3 clusters Score -5798759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5798763.500000 Penalty: 3217.533936
	Iteration 78Q: 3 clusters Score -5798764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5798780.500000 Penalty: 3217.533936
	Iteration 79Q: 3 clusters Score -5798780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5798778.000000 Penalty: 3217.533936
	Iteration 80F: 3 clusters Score -5798778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5798782.000000 Penalty: 3217.533936
	Iteration 81Q: 3 clusters Score -5798782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5798777.500000 Penalty: 3217.533936
	Iteration 82Q: 3 clusters Score -5798778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5798783.000000 Penalty: 3217.533936
	Iteration 83Q: 3 clusters Score -5798783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5798784.000000 Penalty: 3217.533936
	Iteration 84Q: 3 clusters Score -5798784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5798792.500000 Penalty: 3217.533936
	Iteration 85Q: 3 clusters Score -5798792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5798789.500000 Penalty: 3217.533936
	Iteration 86Q: 3 clusters Score -5798790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5798797.000000 Penalty: 3217.533936
	Iteration 87Q: 3 clusters Score -5798797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5798799.500000 Penalty: 3217.533936
	Iteration 88Q: 3 clusters Score -5798800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5798801.000000 Penalty: 3217.533936
	Iteration 89Q: 3 clusters Score -5798801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5798800.500000 Penalty: 3217.533936
	Iteration 90Q: 3 clusters Score -5798800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5798802.000000 Penalty: 3217.533936
	Iteration 91Q: 3 clusters Score -5798802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5798802.500000 Penalty: 3217.533936
	Iteration 92Q: 3 clusters Score -5798802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5798802.500000 Penalty: 3217.533936
	Iteration 93F: 3 clusters Score -5798802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Entering Unmasked Estep 
Score: -2074398.875000 Penalty: 1453.249878
	Iteration 0F: 2 clusters Score -2074399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2062733.875000 Penalty: 2906.499756
	Iteration 0F: 3 clusters Score -2062734 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2066873.000000 Penalty: 2906.499756
	Iteration 1F: 3 clusters Score -2066873 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2067243.500000 Penalty: 2906.499756
	Iteration 2F: 3 clusters Score -2067244 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2067520.375000 Penalty: 2906.499756
	Iteration 3Q: 3 clusters Score -2067520 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2067736.375000 Penalty: 2906.499756
	Iteration 4Q: 3 clusters Score -2067736 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2067923.000000 Penalty: 2906.499756
	Iteration 5Q: 3 clusters Score -2067923 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2068102.750000 Penalty: 2906.499756
	Iteration 6Q: 3 clusters Score -2068103 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2068265.250000 Penalty: 2906.499756
	Iteration 7Q: 3 clusters Score -2068265 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2068429.625000 Penalty: 2906.499756
	Iteration 8Q: 3 clusters Score -2068430 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2068629.375000 Penalty: 2906.499756
	Iteration 9Q: 3 clusters Score -2068629 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2068855.125000 Penalty: 2906.499756
	Iteration 10Q: 3 clusters Score -2068855 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2069104.125000 Penalty: 2906.499756
	Iteration 11Q: 3 clusters Score -2069104 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2069378.125000 Penalty: 2906.499756
	Iteration 12Q: 3 clusters Score -2069378 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2069654.000000 Penalty: 2906.499756
	Iteration 13Q: 3 clusters Score -2069654 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2069926.250000 Penalty: 2906.499756
	Iteration 14Q: 3 clusters Score -2069926 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2070179.500000 Penalty: 2906.499756
	Iteration 15Q: 3 clusters Score -2070180 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2070396.750000 Penalty: 2906.499756
	Iteration 16Q: 3 clusters Score -2070397 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2070582.500000 Penalty: 2906.499756
	Iteration 17Q: 3 clusters Score -2070582 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2070755.250000 Penalty: 2906.499756
	Iteration 18Q: 3 clusters Score -2070755 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2070916.750000 Penalty: 2906.499756
	Iteration 19Q: 3 clusters Score -2070917 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2071085.625000 Penalty: 2906.499756
	Iteration 20F: 3 clusters Score -2071086 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2071242.250000 Penalty: 2906.499756
	Iteration 21Q: 3 clusters Score -2071242 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2071405.875000 Penalty: 2906.499756
	Iteration 22Q: 3 clusters Score -2071406 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2071553.000000 Penalty: 2906.499756
	Iteration 23Q: 3 clusters Score -2071553 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2071695.500000 Penalty: 2906.499756
	Iteration 24Q: 3 clusters Score -2071696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2071837.250000 Penalty: 2906.499756
	Iteration 25Q: 3 clusters Score -2071837 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2071997.625000 Penalty: 2906.499756
	Iteration 26Q: 3 clusters Score -2071998 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2072201.375000 Penalty: 2906.499756
	Iteration 27Q: 3 clusters Score -2072201 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2072379.625000 Penalty: 2906.499756
	Iteration 28Q: 3 clusters Score -2072380 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2072544.250000 Penalty: 2906.499756
	Iteration 29Q: 3 clusters Score -2072544 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2072681.250000 Penalty: 2906.499756
	Iteration 30Q: 3 clusters Score -2072681 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2072807.875000 Penalty: 2906.499756
	Iteration 31Q: 3 clusters Score -2072808 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2072934.250000 Penalty: 2906.499756
	Iteration 32Q: 3 clusters Score -2072934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2073029.375000 Penalty: 2906.499756
	Iteration 33Q: 3 clusters Score -2073029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2073098.375000 Penalty: 2906.499756
	Iteration 34Q: 3 clusters Score -2073098 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2073159.750000 Penalty: 2906.499756
	Iteration 35Q: 3 clusters Score -2073160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2073198.000000 Penalty: 2906.499756
	Iteration 36Q: 3 clusters Score -2073198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2073248.625000 Penalty: 2906.499756
	Iteration 37Q: 3 clusters Score -2073249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2073291.000000 Penalty: 2906.499756
	Iteration 38Q: 3 clusters Score -2073291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2073321.250000 Penalty: 2906.499756
	Iteration 39Q: 3 clusters Score -2073321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2073351.500000 Penalty: 2906.499756
	Iteration 40F: 3 clusters Score -2073352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2073371.750000 Penalty: 2906.499756
	Iteration 41Q: 3 clusters Score -2073372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2073388.500000 Penalty: 2906.499756
	Iteration 42Q: 3 clusters Score -2073388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2073411.500000 Penalty: 2906.499756
	Iteration 43Q: 3 clusters Score -2073412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2073437.625000 Penalty: 2906.499756
	Iteration 44Q: 3 clusters Score -2073438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2073452.375000 Penalty: 2906.499756
	Iteration 45Q: 3 clusters Score -2073452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2073460.625000 Penalty: 2906.499756
	Iteration 46Q: 3 clusters Score -2073461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2073460.750000 Penalty: 2906.499756
	Iteration 47Q: 3 clusters Score -2073461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2073461.125000 Penalty: 2906.499756
	Iteration 48Q: 3 clusters Score -2073461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2073461.000000 Penalty: 2906.499756
	Iteration 49Q: 3 clusters Score -2073461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2073471.375000 Penalty: 2906.499756
	Iteration 50Q: 3 clusters Score -2073471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2073472.625000 Penalty: 2906.499756
	Iteration 51Q: 3 clusters Score -2073473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2073476.500000 Penalty: 2906.499756
	Iteration 52Q: 3 clusters Score -2073476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2073480.625000 Penalty: 2906.499756
	Iteration 53Q: 3 clusters Score -2073481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2073487.625000 Penalty: 2906.499756
	Iteration 54Q: 3 clusters Score -2073488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2073496.375000 Penalty: 2906.499756
	Iteration 55Q: 3 clusters Score -2073496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2073499.625000 Penalty: 2906.499756
	Iteration 56Q: 3 clusters Score -2073500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2073505.250000 Penalty: 2906.499756
	Iteration 57Q: 3 clusters Score -2073505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2073509.000000 Penalty: 2906.499756
	Iteration 58Q: 3 clusters Score -2073509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2073512.125000 Penalty: 2906.499756
	Iteration 59Q: 3 clusters Score -2073512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2073514.250000 Penalty: 2906.499756
	Iteration 60F: 3 clusters Score -2073514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2073514.375000 Penalty: 2906.499756
	Iteration 61Q: 3 clusters Score -2073514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2073515.125000 Penalty: 2906.499756
	Iteration 62Q: 3 clusters Score -2073515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2073516.375000 Penalty: 2906.499756
	Iteration 63Q: 3 clusters Score -2073516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2073518.125000 Penalty: 2906.499756
	Iteration 64Q: 3 clusters Score -2073518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2073521.000000 Penalty: 2906.499756
	Iteration 65Q: 3 clusters Score -2073521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2073521.000000 Penalty: 2906.499756
	Iteration 66F: 3 clusters Score -2073521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Entering Unmasked Estep 
Score: -533044.750000 Penalty: 1261.222046
	Iteration 0F: 2 clusters Score -533044.8 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 2368 members 
Entering Unmasked Estep 
Score: -529510.500000 Penalty: 2522.444092
	Iteration 0F: 3 clusters Score -529510.5 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -530548.125000 Penalty: 2522.444092
	Iteration 1F: 3 clusters Score -530548.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -530753.187500 Penalty: 2522.444092
	Iteration 2F: 3 clusters Score -530753.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -530889.437500 Penalty: 2522.444092
	Iteration 3F: 3 clusters Score -530889.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -530973.312500 Penalty: 2522.444092
	Iteration 4Q: 3 clusters Score -530973.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -531038.750000 Penalty: 2522.444092
	Iteration 5Q: 3 clusters Score -531038.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -531093.562500 Penalty: 2522.444092
	Iteration 6Q: 3 clusters Score -531093.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -531132.687500 Penalty: 2522.444092
	Iteration 7Q: 3 clusters Score -531132.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -531169.937500 Penalty: 2522.444092
	Iteration 8Q: 3 clusters Score -531169.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -531202.125000 Penalty: 2522.444092
	Iteration 9Q: 3 clusters Score -531202.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -531222.937500 Penalty: 2522.444092
	Iteration 10Q: 3 clusters Score -531222.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -531240.187500 Penalty: 2522.444092
	Iteration 11Q: 3 clusters Score -531240.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -531254.500000 Penalty: 2522.444092
	Iteration 12Q: 3 clusters Score -531254.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -531266.187500 Penalty: 2522.444092
	Iteration 13Q: 3 clusters Score -531266.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -531278.250000 Penalty: 2522.444092
	Iteration 14Q: 3 clusters Score -531278.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -531288.875000 Penalty: 2522.444092
	Iteration 15Q: 3 clusters Score -531288.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -531301.500000 Penalty: 2522.444092
	Iteration 16Q: 3 clusters Score -531301.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -531318.375000 Penalty: 2522.444092
	Iteration 17Q: 3 clusters Score -531318.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -531329.750000 Penalty: 2522.444092
	Iteration 18Q: 3 clusters Score -531329.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -531338.500000 Penalty: 2522.444092
	Iteration 19Q: 3 clusters Score -531338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -531346.125000 Penalty: 2522.444092
	Iteration 20F: 3 clusters Score -531346.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -531355.875000 Penalty: 2522.444092
	Iteration 21Q: 3 clusters Score -531355.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -531362.375000 Penalty: 2522.444092
	Iteration 22Q: 3 clusters Score -531362.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -531371.750000 Penalty: 2522.444092
	Iteration 23Q: 3 clusters Score -531371.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -531379.562500 Penalty: 2522.444092
	Iteration 24Q: 3 clusters Score -531379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -531383.562500 Penalty: 2522.444092
	Iteration 25Q: 3 clusters Score -531383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -531386.937500 Penalty: 2522.444092
	Iteration 26Q: 3 clusters Score -531386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -531388.375000 Penalty: 2522.444092
	Iteration 27Q: 3 clusters Score -531388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -531389.250000 Penalty: 2522.444092
	Iteration 28Q: 3 clusters Score -531389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -531389.500000 Penalty: 2522.444092
	Iteration 29Q: 3 clusters Score -531389.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -531390.687500 Penalty: 2522.444092
	Iteration 30Q: 3 clusters Score -531390.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -531393.062500 Penalty: 2522.444092
	Iteration 31Q: 3 clusters Score -531393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -531395.562500 Penalty: 2522.444092
	Iteration 32Q: 3 clusters Score -531395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -531396.437500 Penalty: 2522.444092
	Iteration 33Q: 3 clusters Score -531396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -531396.937500 Penalty: 2522.444092
	Iteration 34Q: 3 clusters Score -531396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -531399.187500 Penalty: 2522.444092
	Iteration 35Q: 3 clusters Score -531399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -531399.875000 Penalty: 2522.444092
	Iteration 36Q: 3 clusters Score -531399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -531402.750000 Penalty: 2522.444092
	Iteration 37Q: 3 clusters Score -531402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -531407.000000 Penalty: 2522.444092
	Iteration 38Q: 3 clusters Score -531407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -531410.125000 Penalty: 2522.444092
	Iteration 39Q: 3 clusters Score -531410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -531412.687500 Penalty: 2522.444092
	Iteration 40F: 3 clusters Score -531412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -531414.812500 Penalty: 2522.444092
	Iteration 41Q: 3 clusters Score -531414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -531416.812500 Penalty: 2522.444092
	Iteration 42Q: 3 clusters Score -531416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -531417.500000 Penalty: 2522.444092
	Iteration 43Q: 3 clusters Score -531417.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -531422.750000 Penalty: 2522.444092
	Iteration 44Q: 3 clusters Score -531422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -531426.312500 Penalty: 2522.444092
	Iteration 45Q: 3 clusters Score -531426.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -531429.000000 Penalty: 2522.444092
	Iteration 46Q: 3 clusters Score -531429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -531434.562500 Penalty: 2522.444092
	Iteration 47Q: 3 clusters Score -531434.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -531440.875000 Penalty: 2522.444092
	Iteration 48Q: 3 clusters Score -531440.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -531446.500000 Penalty: 2522.444092
	Iteration 49Q: 3 clusters Score -531446.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -531453.125000 Penalty: 2522.444092
	Iteration 50Q: 3 clusters Score -531453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -531461.062500 Penalty: 2522.444092
	Iteration 51Q: 3 clusters Score -531461.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -531464.312500 Penalty: 2522.444092
	Iteration 52Q: 3 clusters Score -531464.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -531467.187500 Penalty: 2522.444092
	Iteration 53Q: 3 clusters Score -531467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -531469.250000 Penalty: 2522.444092
	Iteration 54Q: 3 clusters Score -531469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -531471.375000 Penalty: 2522.444092
	Iteration 55Q: 3 clusters Score -531471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -531473.875000 Penalty: 2522.444092
	Iteration 56Q: 3 clusters Score -531473.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -531480.437500 Penalty: 2522.444092
	Iteration 57Q: 3 clusters Score -531480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -531485.000000 Penalty: 2522.444092
	Iteration 58Q: 3 clusters Score -531485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -531489.750000 Penalty: 2522.444092
	Iteration 59Q: 3 clusters Score -531489.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -531495.125000 Penalty: 2522.444092
	Iteration 60F: 3 clusters Score -531495.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -531500.437500 Penalty: 2522.444092
	Iteration 61Q: 3 clusters Score -531500.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -531512.562500 Penalty: 2522.444092
	Iteration 62Q: 3 clusters Score -531512.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -531518.812500 Penalty: 2522.444092
	Iteration 63Q: 3 clusters Score -531518.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -531526.812500 Penalty: 2522.444092
	Iteration 64Q: 3 clusters Score -531526.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -531533.312500 Penalty: 2522.444092
	Iteration 65Q: 3 clusters Score -531533.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -531539.062500 Penalty: 2522.444092
	Iteration 66Q: 3 clusters Score -531539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -531543.625000 Penalty: 2522.444092
	Iteration 67Q: 3 clusters Score -531543.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -531552.062500 Penalty: 2522.444092
	Iteration 68Q: 3 clusters Score -531552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -531557.812500 Penalty: 2522.444092
	Iteration 69Q: 3 clusters Score -531557.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -531564.875000 Penalty: 2522.444092
	Iteration 70Q: 3 clusters Score -531564.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -531573.187500 Penalty: 2522.444092
	Iteration 71Q: 3 clusters Score -531573.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -531581.937500 Penalty: 2522.444092
	Iteration 72Q: 3 clusters Score -531581.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -531593.500000 Penalty: 2522.444092
	Iteration 73Q: 3 clusters Score -531593.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -531605.187500 Penalty: 2522.444092
	Iteration 74Q: 3 clusters Score -531605.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -531622.312500 Penalty: 2522.444092
	Iteration 75Q: 3 clusters Score -531622.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -531631.187500 Penalty: 2522.444092
	Iteration 76Q: 3 clusters Score -531631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -531644.937500 Penalty: 2522.444092
	Iteration 77Q: 3 clusters Score -531644.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -531655.875000 Penalty: 2522.444092
	Iteration 78Q: 3 clusters Score -531655.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -531668.250000 Penalty: 2522.444092
	Iteration 79Q: 3 clusters Score -531668.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -531678.437500 Penalty: 2522.444092
	Iteration 80F: 3 clusters Score -531678.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -531687.687500 Penalty: 2522.444092
	Iteration 81Q: 3 clusters Score -531687.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -531694.500000 Penalty: 2522.444092
	Iteration 82Q: 3 clusters Score -531694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -531702.375000 Penalty: 2522.444092
	Iteration 83Q: 3 clusters Score -531702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -531710.812500 Penalty: 2522.444092
	Iteration 84Q: 3 clusters Score -531710.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -531726.000000 Penalty: 2522.444092
	Iteration 85Q: 3 clusters Score -531726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -531740.125000 Penalty: 2522.444092
	Iteration 86Q: 3 clusters Score -531740.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -531756.687500 Penalty: 2522.444092
	Iteration 87Q: 3 clusters Score -531756.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -531774.125000 Penalty: 2522.444092
	Iteration 88Q: 3 clusters Score -531774.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -531786.625000 Penalty: 2522.444092
	Iteration 89Q: 3 clusters Score -531786.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -531800.375000 Penalty: 2522.444092
	Iteration 90Q: 3 clusters Score -531800.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -531810.187500 Penalty: 2522.444092
	Iteration 91Q: 3 clusters Score -531810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -531822.500000 Penalty: 2522.444092
	Iteration 92Q: 3 clusters Score -531822.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -531838.812500 Penalty: 2522.444092
	Iteration 93Q: 3 clusters Score -531838.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -531861.875000 Penalty: 2522.444092
	Iteration 94Q: 3 clusters Score -531861.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -531881.187500 Penalty: 2522.444092
	Iteration 95Q: 3 clusters Score -531881.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -531904.812500 Penalty: 2522.444092
	Iteration 96Q: 3 clusters Score -531904.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -531925.125000 Penalty: 2522.444092
	Iteration 97Q: 3 clusters Score -531925.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -531940.500000 Penalty: 2522.444092
	Iteration 98Q: 3 clusters Score -531940.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -531953.125000 Penalty: 2522.444092
	Iteration 99Q: 3 clusters Score -531953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -531961.812500 Penalty: 2522.444092
	Iteration 100F: 3 clusters Score -531961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -531972.250000 Penalty: 2522.444092
	Iteration 101Q: 3 clusters Score -531972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -531985.687500 Penalty: 2522.444092
	Iteration 102Q: 3 clusters Score -531985.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -532002.250000 Penalty: 2522.444092
	Iteration 103Q: 3 clusters Score -532002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -532016.062500 Penalty: 2522.444092
	Iteration 104Q: 3 clusters Score -532016.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -532024.937500 Penalty: 2522.444092
	Iteration 105Q: 3 clusters Score -532024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -532034.687500 Penalty: 2522.444092
	Iteration 106Q: 3 clusters Score -532034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -532039.812500 Penalty: 2522.444092
	Iteration 107Q: 3 clusters Score -532039.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -532046.125000 Penalty: 2522.444092
	Iteration 108Q: 3 clusters Score -532046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -532049.875000 Penalty: 2522.444092
	Iteration 109Q: 3 clusters Score -532049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -532055.000000 Penalty: 2522.444092
	Iteration 110Q: 3 clusters Score -532055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -532060.125000 Penalty: 2522.444092
	Iteration 111Q: 3 clusters Score -532060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -532065.250000 Penalty: 2522.444092
	Iteration 112Q: 3 clusters Score -532065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -532065.750000 Penalty: 2522.444092
	Iteration 113Q: 3 clusters Score -532065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -532067.625000 Penalty: 2522.444092
	Iteration 114Q: 3 clusters Score -532067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -532073.187500 Penalty: 2522.444092
	Iteration 115Q: 3 clusters Score -532073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -532076.812500 Penalty: 2522.444092
	Iteration 116Q: 3 clusters Score -532076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -532080.687500 Penalty: 2522.444092
	Iteration 117Q: 3 clusters Score -532080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -532083.750000 Penalty: 2522.444092
	Iteration 118Q: 3 clusters Score -532083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -532085.000000 Penalty: 2522.444092
	Iteration 119Q: 3 clusters Score -532085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -532088.812500 Penalty: 2522.444092
	Iteration 120F: 3 clusters Score -532088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -532094.750000 Penalty: 2522.444092
	Iteration 121Q: 3 clusters Score -532094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -532100.312500 Penalty: 2522.444092
	Iteration 122Q: 3 clusters Score -532100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -532102.937500 Penalty: 2522.444092
	Iteration 123Q: 3 clusters Score -532102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -532105.812500 Penalty: 2522.444092
	Iteration 124Q: 3 clusters Score -532105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -532106.375000 Penalty: 2522.444092
	Iteration 125Q: 3 clusters Score -532106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -532106.312500 Penalty: 2522.444092
	Iteration 126Q: 3 clusters Score -532106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -532107.312500 Penalty: 2522.444092
	Iteration 127Q: 3 clusters Score -532107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -532107.875000 Penalty: 2522.444092
	Iteration 128Q: 3 clusters Score -532107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -532108.125000 Penalty: 2522.444092
	Iteration 129Q: 3 clusters Score -532108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -532111.250000 Penalty: 2522.444092
	Iteration 130Q: 3 clusters Score -532111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -532112.437500 Penalty: 2522.444092
	Iteration 131Q: 3 clusters Score -532112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -532115.312500 Penalty: 2522.444092
	Iteration 132Q: 3 clusters Score -532115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -532117.812500 Penalty: 2522.444092
	Iteration 133Q: 3 clusters Score -532117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -532124.562500 Penalty: 2522.444092
	Iteration 134Q: 3 clusters Score -532124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -532130.187500 Penalty: 2522.444092
	Iteration 135Q: 3 clusters Score -532130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -532134.062500 Penalty: 2522.444092
	Iteration 136Q: 3 clusters Score -532134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -532134.250000 Penalty: 2522.444092
	Iteration 137Q: 3 clusters Score -532134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -532135.937500 Penalty: 2522.444092
	Iteration 138Q: 3 clusters Score -532135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -532136.750000 Penalty: 2522.444092
	Iteration 139Q: 3 clusters Score -532136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -532137.375000 Penalty: 2522.444092
	Iteration 140F: 3 clusters Score -532137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -532137.937500 Penalty: 2522.444092
	Iteration 141Q: 3 clusters Score -532137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -532138.625000 Penalty: 2522.444092
	Iteration 142Q: 3 clusters Score -532138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -532139.000000 Penalty: 2522.444092
	Iteration 143Q: 3 clusters Score -532139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -532139.000000 Penalty: 2522.444092
	Iteration 144F: 3 clusters Score -532139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -772157.687500 Penalty: 1315.370605
	Iteration 0F: 2 clusters Score -772157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -767347.312500 Penalty: 2630.741211
	Iteration 0F: 3 clusters Score -767347.3 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -768867.562500 Penalty: 2630.741211
	Iteration 1F: 3 clusters Score -768867.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -769160.562500 Penalty: 2630.741211
	Iteration 2F: 3 clusters Score -769160.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -769371.687500 Penalty: 2630.741211
	Iteration 3F: 3 clusters Score -769371.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -769495.875000 Penalty: 2630.741211
	Iteration 4Q: 3 clusters Score -769495.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -769615.187500 Penalty: 2630.741211
	Iteration 5Q: 3 clusters Score -769615.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -769731.500000 Penalty: 2630.741211
	Iteration 6Q: 3 clusters Score -769731.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -769857.187500 Penalty: 2630.741211
	Iteration 7Q: 3 clusters Score -769857.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -769969.062500 Penalty: 2630.741211
	Iteration 8Q: 3 clusters Score -769969.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -770050.312500 Penalty: 2630.741211
	Iteration 9Q: 3 clusters Score -770050.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -770132.000000 Penalty: 2630.741211
	Iteration 10Q: 3 clusters Score -770132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -770215.500000 Penalty: 2630.741211
	Iteration 11Q: 3 clusters Score -770215.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -770294.000000 Penalty: 2630.741211
	Iteration 12Q: 3 clusters Score -770294 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -770361.687500 Penalty: 2630.741211
	Iteration 13Q: 3 clusters Score -770361.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -770423.562500 Penalty: 2630.741211
	Iteration 14Q: 3 clusters Score -770423.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -770465.750000 Penalty: 2630.741211
	Iteration 15Q: 3 clusters Score -770465.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -770507.375000 Penalty: 2630.741211
	Iteration 16Q: 3 clusters Score -770507.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -770544.812500 Penalty: 2630.741211
	Iteration 17Q: 3 clusters Score -770544.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -770594.562500 Penalty: 2630.741211
	Iteration 18Q: 3 clusters Score -770594.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -770633.125000 Penalty: 2630.741211
	Iteration 19Q: 3 clusters Score -770633.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -770659.812500 Penalty: 2630.741211
	Iteration 20F: 3 clusters Score -770659.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -770684.375000 Penalty: 2630.741211
	Iteration 21Q: 3 clusters Score -770684.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -770708.437500 Penalty: 2630.741211
	Iteration 22Q: 3 clusters Score -770708.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -770730.250000 Penalty: 2630.741211
	Iteration 23Q: 3 clusters Score -770730.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -770757.687500 Penalty: 2630.741211
	Iteration 24Q: 3 clusters Score -770757.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -770786.500000 Penalty: 2630.741211
	Iteration 25Q: 3 clusters Score -770786.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -770813.875000 Penalty: 2630.741211
	Iteration 26Q: 3 clusters Score -770813.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -770840.875000 Penalty: 2630.741211
	Iteration 27Q: 3 clusters Score -770840.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -770876.312500 Penalty: 2630.741211
	Iteration 28Q: 3 clusters Score -770876.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -770906.125000 Penalty: 2630.741211
	Iteration 29Q: 3 clusters Score -770906.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -770934.625000 Penalty: 2630.741211
	Iteration 30Q: 3 clusters Score -770934.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -770955.375000 Penalty: 2630.741211
	Iteration 31Q: 3 clusters Score -770955.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -770979.187500 Penalty: 2630.741211
	Iteration 32Q: 3 clusters Score -770979.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -770993.500000 Penalty: 2630.741211
	Iteration 33Q: 3 clusters Score -770993.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -771011.625000 Penalty: 2630.741211
	Iteration 34Q: 3 clusters Score -771011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -771023.375000 Penalty: 2630.741211
	Iteration 35Q: 3 clusters Score -771023.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -771027.750000 Penalty: 2630.741211
	Iteration 36Q: 3 clusters Score -771027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -771033.750000 Penalty: 2630.741211
	Iteration 37Q: 3 clusters Score -771033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -771036.875000 Penalty: 2630.741211
	Iteration 38Q: 3 clusters Score -771036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -771040.625000 Penalty: 2630.741211
	Iteration 39Q: 3 clusters Score -771040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -771041.437500 Penalty: 2630.741211
	Iteration 40F: 3 clusters Score -771041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -771042.375000 Penalty: 2630.741211
	Iteration 41Q: 3 clusters Score -771042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -771043.750000 Penalty: 2630.741211
	Iteration 42Q: 3 clusters Score -771043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -771044.437500 Penalty: 2630.741211
	Iteration 43Q: 3 clusters Score -771044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -771044.937500 Penalty: 2630.741211
	Iteration 44Q: 3 clusters Score -771044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -771048.000000 Penalty: 2630.741211
	Iteration 45Q: 3 clusters Score -771048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -771050.625000 Penalty: 2630.741211
	Iteration 46Q: 3 clusters Score -771050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -771050.062500 Penalty: 2630.741211
	Iteration 47Q: 3 clusters Score -771050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -771049.437500 Penalty: 2630.741211
	Iteration 48Q: 3 clusters Score -771049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -771049.437500 Penalty: 2630.741211
	Iteration 49F: 3 clusters Score -771049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Entering Unmasked Estep 
Score: -1557385.250000 Penalty: 1420.491333
	Iteration 0F: 2 clusters Score -1557385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1548098.875000 Penalty: 2840.982666
	Iteration 0F: 3 clusters Score -1548099 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1551307.750000 Penalty: 2840.982666
	Iteration 1F: 3 clusters Score -1551308 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1551718.750000 Penalty: 2840.982666
	Iteration 2F: 3 clusters Score -1551719 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1552037.375000 Penalty: 2840.982666
	Iteration 3F: 3 clusters Score -1552037 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1552339.625000 Penalty: 2840.982666
	Iteration 4Q: 3 clusters Score -1552340 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1552644.250000 Penalty: 2840.982666
	Iteration 5Q: 3 clusters Score -1552644 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1552959.125000 Penalty: 2840.982666
	Iteration 6Q: 3 clusters Score -1552959 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1553301.125000 Penalty: 2840.982666
	Iteration 7Q: 3 clusters Score -1553301 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1553687.500000 Penalty: 2840.982666
	Iteration 8Q: 3 clusters Score -1553688 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1554066.125000 Penalty: 2840.982666
	Iteration 9Q: 3 clusters Score -1554066 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1554477.375000 Penalty: 2840.982666
	Iteration 10Q: 3 clusters Score -1554477 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1554890.250000 Penalty: 2840.982666
	Iteration 11Q: 3 clusters Score -1554890 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1555316.125000 Penalty: 2840.982666
	Iteration 12Q: 3 clusters Score -1555316 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1555713.250000 Penalty: 2840.982666
	Iteration 13Q: 3 clusters Score -1555713 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1556051.500000 Penalty: 2840.982666
	Iteration 14Q: 3 clusters Score -1556052 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1556295.875000 Penalty: 2840.982666
	Iteration 15Q: 3 clusters Score -1556296 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1556439.125000 Penalty: 2840.982666
	Iteration 16Q: 3 clusters Score -1556439 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1556544.750000 Penalty: 2840.982666
	Iteration 17Q: 3 clusters Score -1556545 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1556602.500000 Penalty: 2840.982666
	Iteration 18Q: 3 clusters Score -1556602 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1556658.250000 Penalty: 2840.982666
	Iteration 19Q: 3 clusters Score -1556658 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1556682.875000 Penalty: 2840.982666
	Iteration 20F: 3 clusters Score -1556683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1556702.500000 Penalty: 2840.982666
	Iteration 21Q: 3 clusters Score -1556702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1556709.375000 Penalty: 2840.982666
	Iteration 22Q: 3 clusters Score -1556709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1556715.875000 Penalty: 2840.982666
	Iteration 23Q: 3 clusters Score -1556716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1556722.875000 Penalty: 2840.982666
	Iteration 24Q: 3 clusters Score -1556723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1556724.250000 Penalty: 2840.982666
	Iteration 25Q: 3 clusters Score -1556724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1556725.250000 Penalty: 2840.982666
	Iteration 26Q: 3 clusters Score -1556725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1556728.750000 Penalty: 2840.982666
	Iteration 27Q: 3 clusters Score -1556729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1556729.500000 Penalty: 2840.982666
	Iteration 28Q: 3 clusters Score -1556730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1556730.375000 Penalty: 2840.982666
	Iteration 29Q: 3 clusters Score -1556730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1556730.375000 Penalty: 2840.982666
	Iteration 30Q: 3 clusters Score -1556730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1556730.750000 Penalty: 2840.982666
	Iteration 31Q: 3 clusters Score -1556731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1556733.750000 Penalty: 2840.982666
	Iteration 32Q: 3 clusters Score -1556734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1556730.500000 Penalty: 2840.982666
	Iteration 33Q: 3 clusters Score -1556730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1556734.500000 Penalty: 2840.982666
	Iteration 34Q: 3 clusters Score -1556734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1556735.625000 Penalty: 2840.982666
	Iteration 35Q: 3 clusters Score -1556736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1556734.500000 Penalty: 2840.982666
	Iteration 36Q: 3 clusters Score -1556734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1556734.500000 Penalty: 2840.982666
	Iteration 37F: 3 clusters Score -1556734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -33113.328125 Penalty: 915.209717
	Iteration 0F: 2 clusters Score -33113.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32262.091797 Penalty: 1830.419434
	Iteration 0F: 3 clusters Score -32262.09 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32531.876953 Penalty: 1830.419434
	Iteration 1F: 3 clusters Score -32531.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32702.421875 Penalty: 1830.419434
	Iteration 2F: 3 clusters Score -32702.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32747.857422 Penalty: 1830.419434
	Iteration 3Q: 3 clusters Score -32747.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32780.746094 Penalty: 1830.419434
	Iteration 4Q: 3 clusters Score -32780.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32796.433594 Penalty: 1830.419434
	Iteration 5Q: 3 clusters Score -32796.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32803.722656 Penalty: 1830.419434
	Iteration 6Q: 3 clusters Score -32803.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32808.257812 Penalty: 1830.419434
	Iteration 7Q: 3 clusters Score -32808.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32810.949219 Penalty: 1830.419434
	Iteration 8Q: 3 clusters Score -32810.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32812.867188 Penalty: 1830.419434
	Iteration 9Q: 3 clusters Score -32812.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32821.339844 Penalty: 1830.419434
	Iteration 10Q: 3 clusters Score -32821.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32836.722656 Penalty: 1830.419434
	Iteration 11Q: 3 clusters Score -32836.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32836.722656 Penalty: 1830.419434
	Iteration 12F: 3 clusters Score -32836.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -496425.687500 Penalty: 1247.624878
	Iteration 0F: 2 clusters Score -496425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -493077.156250 Penalty: 2495.249756
	Iteration 0F: 3 clusters Score -493077.2 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -493980.031250 Penalty: 2495.249756
	Iteration 1F: 3 clusters Score -493980 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -494158.718750 Penalty: 2495.249756
	Iteration 2F: 3 clusters Score -494158.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -494289.687500 Penalty: 2495.249756
	Iteration 3Q: 3 clusters Score -494289.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -494367.375000 Penalty: 2495.249756
	Iteration 4Q: 3 clusters Score -494367.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -494419.031250 Penalty: 2495.249756
	Iteration 5Q: 3 clusters Score -494419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -494460.750000 Penalty: 2495.249756
	Iteration 6Q: 3 clusters Score -494460.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -494490.187500 Penalty: 2495.249756
	Iteration 7Q: 3 clusters Score -494490.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -494517.375000 Penalty: 2495.249756
	Iteration 8Q: 3 clusters Score -494517.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -494539.843750 Penalty: 2495.249756
	Iteration 9Q: 3 clusters Score -494539.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -494561.625000 Penalty: 2495.249756
	Iteration 10Q: 3 clusters Score -494561.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -494577.781250 Penalty: 2495.249756
	Iteration 11Q: 3 clusters Score -494577.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -494593.187500 Penalty: 2495.249756
	Iteration 12Q: 3 clusters Score -494593.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -494611.250000 Penalty: 2495.249756
	Iteration 13Q: 3 clusters Score -494611.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -494627.687500 Penalty: 2495.249756
	Iteration 14Q: 3 clusters Score -494627.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -494638.406250 Penalty: 2495.249756
	Iteration 15Q: 3 clusters Score -494638.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -494647.906250 Penalty: 2495.249756
	Iteration 16Q: 3 clusters Score -494647.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -494655.593750 Penalty: 2495.249756
	Iteration 17Q: 3 clusters Score -494655.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -494662.531250 Penalty: 2495.249756
	Iteration 18Q: 3 clusters Score -494662.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -494669.468750 Penalty: 2495.249756
	Iteration 19Q: 3 clusters Score -494669.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -494677.062500 Penalty: 2495.249756
	Iteration 20F: 3 clusters Score -494677.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -494685.937500 Penalty: 2495.249756
	Iteration 21Q: 3 clusters Score -494685.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -494697.750000 Penalty: 2495.249756
	Iteration 22Q: 3 clusters Score -494697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -494705.187500 Penalty: 2495.249756
	Iteration 23Q: 3 clusters Score -494705.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -494716.000000 Penalty: 2495.249756
	Iteration 24Q: 3 clusters Score -494716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -494732.625000 Penalty: 2495.249756
	Iteration 25Q: 3 clusters Score -494732.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -494752.062500 Penalty: 2495.249756
	Iteration 26Q: 3 clusters Score -494752.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -494768.187500 Penalty: 2495.249756
	Iteration 27Q: 3 clusters Score -494768.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -494777.656250 Penalty: 2495.249756
	Iteration 28Q: 3 clusters Score -494777.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -494790.031250 Penalty: 2495.249756
	Iteration 29Q: 3 clusters Score -494790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -494808.906250 Penalty: 2495.249756
	Iteration 30Q: 3 clusters Score -494808.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -494831.375000 Penalty: 2495.249756
	Iteration 31Q: 3 clusters Score -494831.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -494849.281250 Penalty: 2495.249756
	Iteration 32Q: 3 clusters Score -494849.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -494864.968750 Penalty: 2495.249756
	Iteration 33Q: 3 clusters Score -494865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -494875.593750 Penalty: 2495.249756
	Iteration 34Q: 3 clusters Score -494875.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -494887.812500 Penalty: 2495.249756
	Iteration 35Q: 3 clusters Score -494887.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -494897.250000 Penalty: 2495.249756
	Iteration 36Q: 3 clusters Score -494897.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -494905.656250 Penalty: 2495.249756
	Iteration 37Q: 3 clusters Score -494905.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -494912.375000 Penalty: 2495.249756
	Iteration 38Q: 3 clusters Score -494912.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -494920.187500 Penalty: 2495.249756
	Iteration 39Q: 3 clusters Score -494920.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -494924.656250 Penalty: 2495.249756
	Iteration 40F: 3 clusters Score -494924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -494931.875000 Penalty: 2495.249756
	Iteration 41Q: 3 clusters Score -494931.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -494941.000000 Penalty: 2495.249756
	Iteration 42Q: 3 clusters Score -494941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -494950.843750 Penalty: 2495.249756
	Iteration 43Q: 3 clusters Score -494950.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -494961.843750 Penalty: 2495.249756
	Iteration 44Q: 3 clusters Score -494961.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -494976.656250 Penalty: 2495.249756
	Iteration 45Q: 3 clusters Score -494976.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -494988.687500 Penalty: 2495.249756
	Iteration 46Q: 3 clusters Score -494988.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -494999.218750 Penalty: 2495.249756
	Iteration 47Q: 3 clusters Score -494999.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -495010.687500 Penalty: 2495.249756
	Iteration 48Q: 3 clusters Score -495010.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -495021.718750 Penalty: 2495.249756
	Iteration 49Q: 3 clusters Score -495021.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -495031.718750 Penalty: 2495.249756
	Iteration 50Q: 3 clusters Score -495031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -495037.250000 Penalty: 2495.249756
	Iteration 51Q: 3 clusters Score -495037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -495043.687500 Penalty: 2495.249756
	Iteration 52Q: 3 clusters Score -495043.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -495047.500000 Penalty: 2495.249756
	Iteration 53Q: 3 clusters Score -495047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -495053.125000 Penalty: 2495.249756
	Iteration 54Q: 3 clusters Score -495053.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -495060.406250 Penalty: 2495.249756
	Iteration 55Q: 3 clusters Score -495060.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -495064.031250 Penalty: 2495.249756
	Iteration 56Q: 3 clusters Score -495064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -495072.093750 Penalty: 2495.249756
	Iteration 57Q: 3 clusters Score -495072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -495079.718750 Penalty: 2495.249756
	Iteration 58Q: 3 clusters Score -495079.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -495088.968750 Penalty: 2495.249756
	Iteration 59Q: 3 clusters Score -495089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -495095.000000 Penalty: 2495.249756
	Iteration 60F: 3 clusters Score -495095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -495104.125000 Penalty: 2495.249756
	Iteration 61Q: 3 clusters Score -495104.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -495111.375000 Penalty: 2495.249756
	Iteration 62Q: 3 clusters Score -495111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -495121.125000 Penalty: 2495.249756
	Iteration 63Q: 3 clusters Score -495121.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -495126.500000 Penalty: 2495.249756
	Iteration 64Q: 3 clusters Score -495126.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -495132.250000 Penalty: 2495.249756
	Iteration 65Q: 3 clusters Score -495132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -495141.406250 Penalty: 2495.249756
	Iteration 66Q: 3 clusters Score -495141.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -495153.531250 Penalty: 2495.249756
	Iteration 67Q: 3 clusters Score -495153.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -495170.968750 Penalty: 2495.249756
	Iteration 68Q: 3 clusters Score -495171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -495180.906250 Penalty: 2495.249756
	Iteration 69Q: 3 clusters Score -495180.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -495193.156250 Penalty: 2495.249756
	Iteration 70Q: 3 clusters Score -495193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -495205.812500 Penalty: 2495.249756
	Iteration 71Q: 3 clusters Score -495205.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -495214.437500 Penalty: 2495.249756
	Iteration 72Q: 3 clusters Score -495214.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -495223.562500 Penalty: 2495.249756
	Iteration 73Q: 3 clusters Score -495223.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -495233.843750 Penalty: 2495.249756
	Iteration 74Q: 3 clusters Score -495233.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -495250.906250 Penalty: 2495.249756
	Iteration 75Q: 3 clusters Score -495250.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -495265.781250 Penalty: 2495.249756
	Iteration 76Q: 3 clusters Score -495265.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -495274.937500 Penalty: 2495.249756
	Iteration 77Q: 3 clusters Score -495274.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -495283.625000 Penalty: 2495.249756
	Iteration 78Q: 3 clusters Score -495283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -495293.812500 Penalty: 2495.249756
	Iteration 79Q: 3 clusters Score -495293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -495305.468750 Penalty: 2495.249756
	Iteration 80F: 3 clusters Score -495305.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -495320.343750 Penalty: 2495.249756
	Iteration 81Q: 3 clusters Score -495320.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -495333.062500 Penalty: 2495.249756
	Iteration 82Q: 3 clusters Score -495333.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -495340.968750 Penalty: 2495.249756
	Iteration 83Q: 3 clusters Score -495341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -495346.375000 Penalty: 2495.249756
	Iteration 84Q: 3 clusters Score -495346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -495349.593750 Penalty: 2495.249756
	Iteration 85Q: 3 clusters Score -495349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -495351.718750 Penalty: 2495.249756
	Iteration 86Q: 3 clusters Score -495351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -495354.187500 Penalty: 2495.249756
	Iteration 87Q: 3 clusters Score -495354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -495354.500000 Penalty: 2495.249756
	Iteration 88Q: 3 clusters Score -495354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -495355.812500 Penalty: 2495.249756
	Iteration 89Q: 3 clusters Score -495355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -495355.250000 Penalty: 2495.249756
	Iteration 90Q: 3 clusters Score -495355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -495355.250000 Penalty: 2495.249756
	Iteration 91F: 3 clusters Score -495355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Entering Unmasked Estep 
Score: -2274487.000000 Penalty: 1474.395996
	Iteration 0F: 2 clusters Score -2274487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2261261.750000 Penalty: 2948.791992
	Iteration 0F: 3 clusters Score -2261262 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2266025.250000 Penalty: 2948.791992
	Iteration 1F: 3 clusters Score -2266025 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2266383.500000 Penalty: 2948.791992
	Iteration 2F: 3 clusters Score -2266384 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2266694.500000 Penalty: 2948.791992
	Iteration 3Q: 3 clusters Score -2266694 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2266933.750000 Penalty: 2948.791992
	Iteration 4Q: 3 clusters Score -2266934 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2267138.500000 Penalty: 2948.791992
	Iteration 5Q: 3 clusters Score -2267138 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2267312.250000 Penalty: 2948.791992
	Iteration 6Q: 3 clusters Score -2267312 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2267470.750000 Penalty: 2948.791992
	Iteration 7Q: 3 clusters Score -2267471 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2267649.250000 Penalty: 2948.791992
	Iteration 8Q: 3 clusters Score -2267649 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2267845.250000 Penalty: 2948.791992
	Iteration 9Q: 3 clusters Score -2267845 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2268091.250000 Penalty: 2948.791992
	Iteration 10Q: 3 clusters Score -2268091 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2268395.250000 Penalty: 2948.791992
	Iteration 11Q: 3 clusters Score -2268395 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2268792.750000 Penalty: 2948.791992
	Iteration 12Q: 3 clusters Score -2268793 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2269299.500000 Penalty: 2948.791992
	Iteration 13Q: 3 clusters Score -2269300 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2269971.750000 Penalty: 2948.791992
	Iteration 14Q: 3 clusters Score -2269972 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2270712.750000 Penalty: 2948.791992
	Iteration 15F: 3 clusters Score -2270713 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2271436.250000 Penalty: 2948.791992
	Iteration 16Q: 3 clusters Score -2271436 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2272076.500000 Penalty: 2948.791992
	Iteration 17Q: 3 clusters Score -2272076 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2272556.750000 Penalty: 2948.791992
	Iteration 18Q: 3 clusters Score -2272557 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2272845.000000 Penalty: 2948.791992
	Iteration 19Q: 3 clusters Score -2272845 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2273007.250000 Penalty: 2948.791992
	Iteration 20F: 3 clusters Score -2273007 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2273140.750000 Penalty: 2948.791992
	Iteration 21Q: 3 clusters Score -2273141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2273216.750000 Penalty: 2948.791992
	Iteration 22Q: 3 clusters Score -2273217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2273265.750000 Penalty: 2948.791992
	Iteration 23Q: 3 clusters Score -2273266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2273310.250000 Penalty: 2948.791992
	Iteration 24Q: 3 clusters Score -2273310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2273338.500000 Penalty: 2948.791992
	Iteration 25Q: 3 clusters Score -2273338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2273355.750000 Penalty: 2948.791992
	Iteration 26Q: 3 clusters Score -2273356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2273372.000000 Penalty: 2948.791992
	Iteration 27Q: 3 clusters Score -2273372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2273385.500000 Penalty: 2948.791992
	Iteration 28Q: 3 clusters Score -2273386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2273400.250000 Penalty: 2948.791992
	Iteration 29Q: 3 clusters Score -2273400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2273410.000000 Penalty: 2948.791992
	Iteration 30Q: 3 clusters Score -2273410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2273412.750000 Penalty: 2948.791992
	Iteration 31Q: 3 clusters Score -2273413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2273420.250000 Penalty: 2948.791992
	Iteration 32Q: 3 clusters Score -2273420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2273423.250000 Penalty: 2948.791992
	Iteration 33Q: 3 clusters Score -2273423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2273423.750000 Penalty: 2948.791992
	Iteration 34Q: 3 clusters Score -2273424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2273429.250000 Penalty: 2948.791992
	Iteration 35Q: 3 clusters Score -2273429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2273429.250000 Penalty: 2948.791992
	Iteration 36Q: 3 clusters Score -2273429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2273429.750000 Penalty: 2948.791992
	Iteration 37Q: 3 clusters Score -2273430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2273429.750000 Penalty: 2948.791992
	Iteration 38F: 3 clusters Score -2273430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Entering Unmasked Estep 
Score: -817627.937500 Penalty: 1337.276367
	Iteration 0F: 2 clusters Score -817627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -812045.500000 Penalty: 2674.552734
	Iteration 0F: 3 clusters Score -812045.5 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -814044.625000 Penalty: 2674.552734
	Iteration 1F: 3 clusters Score -814044.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -814457.187500 Penalty: 2674.552734
	Iteration 2F: 3 clusters Score -814457.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -814760.687500 Penalty: 2674.552734
	Iteration 3F: 3 clusters Score -814760.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -814987.812500 Penalty: 2674.552734
	Iteration 4Q: 3 clusters Score -814987.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -815195.187500 Penalty: 2674.552734
	Iteration 5Q: 3 clusters Score -815195.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -815393.937500 Penalty: 2674.552734
	Iteration 6Q: 3 clusters Score -815393.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -815567.687500 Penalty: 2674.552734
	Iteration 7Q: 3 clusters Score -815567.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -815696.812500 Penalty: 2674.552734
	Iteration 8Q: 3 clusters Score -815696.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -815799.937500 Penalty: 2674.552734
	Iteration 9Q: 3 clusters Score -815799.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -815891.625000 Penalty: 2674.552734
	Iteration 10Q: 3 clusters Score -815891.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -815974.812500 Penalty: 2674.552734
	Iteration 11Q: 3 clusters Score -815974.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -816068.625000 Penalty: 2674.552734
	Iteration 12Q: 3 clusters Score -816068.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -816164.750000 Penalty: 2674.552734
	Iteration 13Q: 3 clusters Score -816164.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -816250.187500 Penalty: 2674.552734
	Iteration 14Q: 3 clusters Score -816250.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -816336.500000 Penalty: 2674.552734
	Iteration 15Q: 3 clusters Score -816336.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -816408.937500 Penalty: 2674.552734
	Iteration 16Q: 3 clusters Score -816408.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -816470.562500 Penalty: 2674.552734
	Iteration 17Q: 3 clusters Score -816470.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -816520.250000 Penalty: 2674.552734
	Iteration 18Q: 3 clusters Score -816520.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -816567.875000 Penalty: 2674.552734
	Iteration 19Q: 3 clusters Score -816567.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -816599.812500 Penalty: 2674.552734
	Iteration 20F: 3 clusters Score -816599.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -816631.625000 Penalty: 2674.552734
	Iteration 21Q: 3 clusters Score -816631.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -816666.062500 Penalty: 2674.552734
	Iteration 22Q: 3 clusters Score -816666.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -816692.125000 Penalty: 2674.552734
	Iteration 23Q: 3 clusters Score -816692.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -816713.437500 Penalty: 2674.552734
	Iteration 24Q: 3 clusters Score -816713.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -816733.687500 Penalty: 2674.552734
	Iteration 25Q: 3 clusters Score -816733.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -816748.562500 Penalty: 2674.552734
	Iteration 26Q: 3 clusters Score -816748.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -816760.312500 Penalty: 2674.552734
	Iteration 27Q: 3 clusters Score -816760.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -816770.750000 Penalty: 2674.552734
	Iteration 28Q: 3 clusters Score -816770.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -816778.812500 Penalty: 2674.552734
	Iteration 29Q: 3 clusters Score -816778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -816781.250000 Penalty: 2674.552734
	Iteration 30Q: 3 clusters Score -816781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -816784.625000 Penalty: 2674.552734
	Iteration 31Q: 3 clusters Score -816784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -816790.562500 Penalty: 2674.552734
	Iteration 32Q: 3 clusters Score -816790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -816793.687500 Penalty: 2674.552734
	Iteration 33Q: 3 clusters Score -816793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -816794.375000 Penalty: 2674.552734
	Iteration 34Q: 3 clusters Score -816794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -816797.250000 Penalty: 2674.552734
	Iteration 35Q: 3 clusters Score -816797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -816801.250000 Penalty: 2674.552734
	Iteration 36Q: 3 clusters Score -816801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -816803.500000 Penalty: 2674.552734
	Iteration 37Q: 3 clusters Score -816803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -816807.125000 Penalty: 2674.552734
	Iteration 38Q: 3 clusters Score -816807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -816811.187500 Penalty: 2674.552734
	Iteration 39Q: 3 clusters Score -816811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -816813.562500 Penalty: 2674.552734
	Iteration 40F: 3 clusters Score -816813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -816814.187500 Penalty: 2674.552734
	Iteration 41Q: 3 clusters Score -816814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -816817.062500 Penalty: 2674.552734
	Iteration 42Q: 3 clusters Score -816817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -816819.250000 Penalty: 2674.552734
	Iteration 43Q: 3 clusters Score -816819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -816821.187500 Penalty: 2674.552734
	Iteration 44Q: 3 clusters Score -816821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -816823.250000 Penalty: 2674.552734
	Iteration 45Q: 3 clusters Score -816823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -816825.625000 Penalty: 2674.552734
	Iteration 46Q: 3 clusters Score -816825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -816827.625000 Penalty: 2674.552734
	Iteration 47Q: 3 clusters Score -816827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -816831.187500 Penalty: 2674.552734
	Iteration 48Q: 3 clusters Score -816831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -816833.062500 Penalty: 2674.552734
	Iteration 49Q: 3 clusters Score -816833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -816839.187500 Penalty: 2674.552734
	Iteration 50Q: 3 clusters Score -816839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -816841.562500 Penalty: 2674.552734
	Iteration 51Q: 3 clusters Score -816841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -816845.125000 Penalty: 2674.552734
	Iteration 52Q: 3 clusters Score -816845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -816845.687500 Penalty: 2674.552734
	Iteration 53Q: 3 clusters Score -816845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -816848.125000 Penalty: 2674.552734
	Iteration 54Q: 3 clusters Score -816848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -816849.562500 Penalty: 2674.552734
	Iteration 55Q: 3 clusters Score -816849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -816849.375000 Penalty: 2674.552734
	Iteration 56Q: 3 clusters Score -816849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -816850.687500 Penalty: 2674.552734
	Iteration 57Q: 3 clusters Score -816850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -816851.937500 Penalty: 2674.552734
	Iteration 58Q: 3 clusters Score -816851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -816853.500000 Penalty: 2674.552734
	Iteration 59Q: 3 clusters Score -816853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -816854.437500 Penalty: 2674.552734
	Iteration 60F: 3 clusters Score -816854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Entering Unmasked Estep 
Score: -1065884.125000 Penalty: 1360.307007
	Iteration 0F: 2 clusters Score -1065884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1059459.625000 Penalty: 2720.614014
	Iteration 0F: 3 clusters Score -1059460 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1061504.750000 Penalty: 2720.614014
	Iteration 1F: 3 clusters Score -1061505 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1061769.375000 Penalty: 2720.614014
	Iteration 2F: 3 clusters Score -1061769 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1061995.250000 Penalty: 2720.614014
	Iteration 3F: 3 clusters Score -1061995 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1062191.750000 Penalty: 2720.614014
	Iteration 4Q: 3 clusters Score -1062192 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1062345.500000 Penalty: 2720.614014
	Iteration 5Q: 3 clusters Score -1062346 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1062474.500000 Penalty: 2720.614014
	Iteration 6Q: 3 clusters Score -1062474 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1062608.000000 Penalty: 2720.614014
	Iteration 7Q: 3 clusters Score -1062608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1062743.125000 Penalty: 2720.614014
	Iteration 8Q: 3 clusters Score -1062743 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1062887.125000 Penalty: 2720.614014
	Iteration 9Q: 3 clusters Score -1062887 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1063025.125000 Penalty: 2720.614014
	Iteration 10Q: 3 clusters Score -1063025 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1063152.250000 Penalty: 2720.614014
	Iteration 11Q: 3 clusters Score -1063152 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1063308.875000 Penalty: 2720.614014
	Iteration 12Q: 3 clusters Score -1063309 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1063482.000000 Penalty: 2720.614014
	Iteration 13Q: 3 clusters Score -1063482 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1063689.000000 Penalty: 2720.614014
	Iteration 14Q: 3 clusters Score -1063689 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1063905.750000 Penalty: 2720.614014
	Iteration 15Q: 3 clusters Score -1063906 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1064141.000000 Penalty: 2720.614014
	Iteration 16Q: 3 clusters Score -1064141 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1064388.875000 Penalty: 2720.614014
	Iteration 17Q: 3 clusters Score -1064389 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1064649.750000 Penalty: 2720.614014
	Iteration 18Q: 3 clusters Score -1064650 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1064910.250000 Penalty: 2720.614014
	Iteration 19Q: 3 clusters Score -1064910 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1065177.750000 Penalty: 2720.614014
	Iteration 20F: 3 clusters Score -1065178 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1065438.250000 Penalty: 2720.614014
	Iteration 21Q: 3 clusters Score -1065438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1065628.625000 Penalty: 2720.614014
	Iteration 22Q: 3 clusters Score -1065629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1065734.250000 Penalty: 2720.614014
	Iteration 23Q: 3 clusters Score -1065734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1065795.000000 Penalty: 2720.614014
	Iteration 24Q: 3 clusters Score -1065795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1065840.250000 Penalty: 2720.614014
	Iteration 25Q: 3 clusters Score -1065840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1065853.250000 Penalty: 2720.614014
	Iteration 26Q: 3 clusters Score -1065853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1065864.375000 Penalty: 2720.614014
	Iteration 27Q: 3 clusters Score -1065864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1065872.250000 Penalty: 2720.614014
	Iteration 28Q: 3 clusters Score -1065872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1065874.750000 Penalty: 2720.614014
	Iteration 29Q: 3 clusters Score -1065875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1065880.500000 Penalty: 2720.614014
	Iteration 30Q: 3 clusters Score -1065880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1065881.000000 Penalty: 2720.614014
	Iteration 31Q: 3 clusters Score -1065881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1065883.750000 Penalty: 2720.614014
	Iteration 32Q: 3 clusters Score -1065884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1065883.750000 Penalty: 2720.614014
	Iteration 33Q: 3 clusters Score -1065884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1065883.750000 Penalty: 2720.614014
	Iteration 34F: 3 clusters Score -1065884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1249852.375000 Penalty: 1389.210571
	Iteration 0F: 2 clusters Score -1249852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1242158.250000 Penalty: 2778.421143
	Iteration 0F: 3 clusters Score -1242158 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1244841.375000 Penalty: 2778.421143
	Iteration 1F: 3 clusters Score -1244841 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1245160.375000 Penalty: 2778.421143
	Iteration 2F: 3 clusters Score -1245160 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1245365.625000 Penalty: 2778.421143
	Iteration 3Q: 3 clusters Score -1245366 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1245548.625000 Penalty: 2778.421143
	Iteration 4Q: 3 clusters Score -1245549 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1245723.375000 Penalty: 2778.421143
	Iteration 5Q: 3 clusters Score -1245723 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1245873.750000 Penalty: 2778.421143
	Iteration 6Q: 3 clusters Score -1245874 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1246053.000000 Penalty: 2778.421143
	Iteration 7Q: 3 clusters Score -1246053 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1246222.250000 Penalty: 2778.421143
	Iteration 8Q: 3 clusters Score -1246222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1246387.875000 Penalty: 2778.421143
	Iteration 9Q: 3 clusters Score -1246388 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1246563.500000 Penalty: 2778.421143
	Iteration 10Q: 3 clusters Score -1246564 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1246766.250000 Penalty: 2778.421143
	Iteration 11Q: 3 clusters Score -1246766 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1246977.000000 Penalty: 2778.421143
	Iteration 12Q: 3 clusters Score -1246977 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1247155.500000 Penalty: 2778.421143
	Iteration 13Q: 3 clusters Score -1247156 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1247315.125000 Penalty: 2778.421143
	Iteration 14Q: 3 clusters Score -1247315 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1247463.625000 Penalty: 2778.421143
	Iteration 15Q: 3 clusters Score -1247464 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1247587.875000 Penalty: 2778.421143
	Iteration 16Q: 3 clusters Score -1247588 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1247692.750000 Penalty: 2778.421143
	Iteration 17Q: 3 clusters Score -1247693 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1247822.625000 Penalty: 2778.421143
	Iteration 18Q: 3 clusters Score -1247823 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1247930.375000 Penalty: 2778.421143
	Iteration 19Q: 3 clusters Score -1247930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1248035.250000 Penalty: 2778.421143
	Iteration 20F: 3 clusters Score -1248035 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1248141.375000 Penalty: 2778.421143
	Iteration 21Q: 3 clusters Score -1248141 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1248228.000000 Penalty: 2778.421143
	Iteration 22Q: 3 clusters Score -1248228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1248309.875000 Penalty: 2778.421143
	Iteration 23Q: 3 clusters Score -1248310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1248377.000000 Penalty: 2778.421143
	Iteration 24Q: 3 clusters Score -1248377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1248443.125000 Penalty: 2778.421143
	Iteration 25Q: 3 clusters Score -1248443 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1248510.250000 Penalty: 2778.421143
	Iteration 26Q: 3 clusters Score -1248510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1248570.125000 Penalty: 2778.421143
	Iteration 27Q: 3 clusters Score -1248570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1248611.125000 Penalty: 2778.421143
	Iteration 28Q: 3 clusters Score -1248611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1248635.875000 Penalty: 2778.421143
	Iteration 29Q: 3 clusters Score -1248636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1248657.750000 Penalty: 2778.421143
	Iteration 30Q: 3 clusters Score -1248658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1248681.500000 Penalty: 2778.421143
	Iteration 31Q: 3 clusters Score -1248682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1248705.125000 Penalty: 2778.421143
	Iteration 32Q: 3 clusters Score -1248705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1248716.250000 Penalty: 2778.421143
	Iteration 33Q: 3 clusters Score -1248716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1248730.750000 Penalty: 2778.421143
	Iteration 34Q: 3 clusters Score -1248731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1248743.375000 Penalty: 2778.421143
	Iteration 35Q: 3 clusters Score -1248743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1248753.750000 Penalty: 2778.421143
	Iteration 36Q: 3 clusters Score -1248754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1248765.750000 Penalty: 2778.421143
	Iteration 37Q: 3 clusters Score -1248766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1248779.500000 Penalty: 2778.421143
	Iteration 38Q: 3 clusters Score -1248780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1248795.500000 Penalty: 2778.421143
	Iteration 39Q: 3 clusters Score -1248796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1248804.250000 Penalty: 2778.421143
	Iteration 40F: 3 clusters Score -1248804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1248812.625000 Penalty: 2778.421143
	Iteration 41Q: 3 clusters Score -1248813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1248822.375000 Penalty: 2778.421143
	Iteration 42Q: 3 clusters Score -1248822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1248829.500000 Penalty: 2778.421143
	Iteration 43Q: 3 clusters Score -1248830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1248833.375000 Penalty: 2778.421143
	Iteration 44Q: 3 clusters Score -1248833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1248835.625000 Penalty: 2778.421143
	Iteration 45Q: 3 clusters Score -1248836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1248840.125000 Penalty: 2778.421143
	Iteration 46Q: 3 clusters Score -1248840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1248840.875000 Penalty: 2778.421143
	Iteration 47Q: 3 clusters Score -1248841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1248842.125000 Penalty: 2778.421143
	Iteration 48Q: 3 clusters Score -1248842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1248848.000000 Penalty: 2778.421143
	Iteration 49Q: 3 clusters Score -1248848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1248847.625000 Penalty: 2778.421143
	Iteration 50Q: 3 clusters Score -1248848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1248847.500000 Penalty: 2778.421143
	Iteration 51Q: 3 clusters Score -1248848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1248847.500000 Penalty: 2778.421143
	Iteration 52F: 3 clusters Score -1248848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31289.732422 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31289.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31391.234375 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31391.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31410.517578 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31410.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31424.373047 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31424.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31429.794922 Penalty: 1695.455078
	Iteration 4Q: 3 clusters Score -31429.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31429.794922 Penalty: 1695.455078
	Iteration 5F: 3 clusters Score -31429.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -258280.171875 Penalty: 1161.090454
	Iteration 0F: 2 clusters Score -258280.2 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 1167 members 
Entering Unmasked Estep 
Score: -256171.953125 Penalty: 2322.180908
	Iteration 0F: 3 clusters Score -256172 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -256761.062500 Penalty: 2322.180908
	Iteration 1F: 3 clusters Score -256761.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -256940.000000 Penalty: 2322.180908
	Iteration 2F: 3 clusters Score -256940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -257052.937500 Penalty: 2322.180908
	Iteration 3F: 3 clusters Score -257052.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257141.375000 Penalty: 2322.180908
	Iteration 4Q: 3 clusters Score -257141.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257204.453125 Penalty: 2322.180908
	Iteration 5Q: 3 clusters Score -257204.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257265.296875 Penalty: 2322.180908
	Iteration 6Q: 3 clusters Score -257265.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257307.531250 Penalty: 2322.180908
	Iteration 7Q: 3 clusters Score -257307.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257351.578125 Penalty: 2322.180908
	Iteration 8Q: 3 clusters Score -257351.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257397.765625 Penalty: 2322.180908
	Iteration 9Q: 3 clusters Score -257397.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257451.390625 Penalty: 2322.180908
	Iteration 10Q: 3 clusters Score -257451.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257486.093750 Penalty: 2322.180908
	Iteration 11Q: 3 clusters Score -257486.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257519.984375 Penalty: 2322.180908
	Iteration 12Q: 3 clusters Score -257520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257549.453125 Penalty: 2322.180908
	Iteration 13Q: 3 clusters Score -257549.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257566.312500 Penalty: 2322.180908
	Iteration 14Q: 3 clusters Score -257566.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257585.687500 Penalty: 2322.180908
	Iteration 15Q: 3 clusters Score -257585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257602.359375 Penalty: 2322.180908
	Iteration 16Q: 3 clusters Score -257602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -257616.890625 Penalty: 2322.180908
	Iteration 17Q: 3 clusters Score -257616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257631.062500 Penalty: 2322.180908
	Iteration 18Q: 3 clusters Score -257631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257641.984375 Penalty: 2322.180908
	Iteration 19Q: 3 clusters Score -257642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257652.546875 Penalty: 2322.180908
	Iteration 20F: 3 clusters Score -257652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257664.484375 Penalty: 2322.180908
	Iteration 21Q: 3 clusters Score -257664.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257672.171875 Penalty: 2322.180908
	Iteration 22Q: 3 clusters Score -257672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -257678.921875 Penalty: 2322.180908
	Iteration 23Q: 3 clusters Score -257678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257685.562500 Penalty: 2322.180908
	Iteration 24Q: 3 clusters Score -257685.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257690.093750 Penalty: 2322.180908
	Iteration 25Q: 3 clusters Score -257690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257698.562500 Penalty: 2322.180908
	Iteration 26Q: 3 clusters Score -257698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257701.312500 Penalty: 2322.180908
	Iteration 27Q: 3 clusters Score -257701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -257705.562500 Penalty: 2322.180908
	Iteration 28Q: 3 clusters Score -257705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257711.312500 Penalty: 2322.180908
	Iteration 29Q: 3 clusters Score -257711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257716.875000 Penalty: 2322.180908
	Iteration 30Q: 3 clusters Score -257716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257724.156250 Penalty: 2322.180908
	Iteration 31Q: 3 clusters Score -257724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257731.062500 Penalty: 2322.180908
	Iteration 32Q: 3 clusters Score -257731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257735.343750 Penalty: 2322.180908
	Iteration 33Q: 3 clusters Score -257735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -257739.281250 Penalty: 2322.180908
	Iteration 34Q: 3 clusters Score -257739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257742.515625 Penalty: 2322.180908
	Iteration 35Q: 3 clusters Score -257742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -257744.875000 Penalty: 2322.180908
	Iteration 36Q: 3 clusters Score -257744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -257747.046875 Penalty: 2322.180908
	Iteration 37Q: 3 clusters Score -257747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257748.109375 Penalty: 2322.180908
	Iteration 38Q: 3 clusters Score -257748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257748.593750 Penalty: 2322.180908
	Iteration 39Q: 3 clusters Score -257748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257748.593750 Penalty: 2322.180908
	Iteration 40F: 3 clusters Score -257748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Entering Unmasked Estep 
Score: -7127276.500000 Penalty: 1639.932617
	Iteration 0F: 2 clusters Score -7127276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -7087611.500000 Penalty: 3279.865234
	Iteration 0F: 3 clusters Score -7087612 nChanged 28325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -7103325.500000 Penalty: 3279.865234
	Iteration 1F: 3 clusters Score -7103326 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -7104079.000000 Penalty: 3279.865234
	Iteration 2Q: 3 clusters Score -7104079 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -7104894.000000 Penalty: 3279.865234
	Iteration 3Q: 3 clusters Score -7104894 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -7105862.000000 Penalty: 3279.865234
	Iteration 4Q: 3 clusters Score -7105862 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -7107135.500000 Penalty: 3279.865234
	Iteration 5Q: 3 clusters Score -7107136 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7108659.500000 Penalty: 3279.865234
	Iteration 6F: 3 clusters Score -7108660 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7110365.000000 Penalty: 3279.865234
	Iteration 7F: 3 clusters Score -7110365 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -7112059.500000 Penalty: 3279.865234
	Iteration 8F: 3 clusters Score -7112060 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -7113626.500000 Penalty: 3279.865234
	Iteration 9F: 3 clusters Score -7113626 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -7115076.000000 Penalty: 3279.865234
	Iteration 10Q: 3 clusters Score -7115076 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -7116506.000000 Penalty: 3279.865234
	Iteration 11Q: 3 clusters Score -7116506 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -7118013.000000 Penalty: 3279.865234
	Iteration 12Q: 3 clusters Score -7118013 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -7119685.500000 Penalty: 3279.865234
	Iteration 13Q: 3 clusters Score -7119686 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -7121304.500000 Penalty: 3279.865234
	Iteration 14Q: 3 clusters Score -7121304 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -7122844.000000 Penalty: 3279.865234
	Iteration 15Q: 3 clusters Score -7122844 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -7124013.500000 Penalty: 3279.865234
	Iteration 16Q: 3 clusters Score -7124014 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -7124837.500000 Penalty: 3279.865234
	Iteration 17Q: 3 clusters Score -7124838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -7125307.500000 Penalty: 3279.865234
	Iteration 18Q: 3 clusters Score -7125308 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -7125584.500000 Penalty: 3279.865234
	Iteration 19Q: 3 clusters Score -7125584 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -7125725.000000 Penalty: 3279.865234
	Iteration 20F: 3 clusters Score -7125725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -7125801.500000 Penalty: 3279.865234
	Iteration 21Q: 3 clusters Score -7125802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -7125850.000000 Penalty: 3279.865234
	Iteration 22Q: 3 clusters Score -7125850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -7125893.500000 Penalty: 3279.865234
	Iteration 23Q: 3 clusters Score -7125894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7125925.500000 Penalty: 3279.865234
	Iteration 24Q: 3 clusters Score -7125926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7125944.000000 Penalty: 3279.865234
	Iteration 25Q: 3 clusters Score -7125944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7125959.500000 Penalty: 3279.865234
	Iteration 26Q: 3 clusters Score -7125960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7125975.500000 Penalty: 3279.865234
	Iteration 27Q: 3 clusters Score -7125976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -7125974.000000 Penalty: 3279.865234
	Iteration 28Q: 3 clusters Score -7125974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -7125977.500000 Penalty: 3279.865234
	Iteration 29Q: 3 clusters Score -7125978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -7125977.000000 Penalty: 3279.865234
	Iteration 30Q: 3 clusters Score -7125977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -7125982.500000 Penalty: 3279.865234
	Iteration 31Q: 3 clusters Score -7125982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -7125979.000000 Penalty: 3279.865234
	Iteration 32Q: 3 clusters Score -7125979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -7125977.500000 Penalty: 3279.865234
	Iteration 33Q: 3 clusters Score -7125978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -7125986.500000 Penalty: 3279.865234
	Iteration 34Q: 3 clusters Score -7125986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -7125986.500000 Penalty: 3279.865234
	Iteration 35F: 3 clusters Score -7125986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Entering Unmasked Estep 
Score: -1873739.250000 Penalty: 1453.403442
	Iteration 0F: 2 clusters Score -1873739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1862318.250000 Penalty: 2906.806885
	Iteration 0F: 3 clusters Score -1862318 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1866379.375000 Penalty: 2906.806885
	Iteration 1F: 3 clusters Score -1866379 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1866834.500000 Penalty: 2906.806885
	Iteration 2F: 3 clusters Score -1866834 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1867226.500000 Penalty: 2906.806885
	Iteration 3F: 3 clusters Score -1867226 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1867534.750000 Penalty: 2906.806885
	Iteration 4Q: 3 clusters Score -1867535 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1867806.000000 Penalty: 2906.806885
	Iteration 5Q: 3 clusters Score -1867806 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1868040.750000 Penalty: 2906.806885
	Iteration 6Q: 3 clusters Score -1868041 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1868277.375000 Penalty: 2906.806885
	Iteration 7Q: 3 clusters Score -1868277 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1868516.375000 Penalty: 2906.806885
	Iteration 8Q: 3 clusters Score -1868516 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1868772.375000 Penalty: 2906.806885
	Iteration 9Q: 3 clusters Score -1868772 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1868986.750000 Penalty: 2906.806885
	Iteration 10Q: 3 clusters Score -1868987 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1869171.625000 Penalty: 2906.806885
	Iteration 11Q: 3 clusters Score -1869172 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1869325.250000 Penalty: 2906.806885
	Iteration 12Q: 3 clusters Score -1869325 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1869447.375000 Penalty: 2906.806885
	Iteration 13Q: 3 clusters Score -1869447 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1869534.750000 Penalty: 2906.806885
	Iteration 14Q: 3 clusters Score -1869535 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1869625.250000 Penalty: 2906.806885
	Iteration 15Q: 3 clusters Score -1869625 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1869709.875000 Penalty: 2906.806885
	Iteration 16Q: 3 clusters Score -1869710 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1869786.750000 Penalty: 2906.806885
	Iteration 17Q: 3 clusters Score -1869787 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1869870.750000 Penalty: 2906.806885
	Iteration 18Q: 3 clusters Score -1869871 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1869964.500000 Penalty: 2906.806885
	Iteration 19Q: 3 clusters Score -1869964 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1870061.875000 Penalty: 2906.806885
	Iteration 20F: 3 clusters Score -1870062 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1870179.625000 Penalty: 2906.806885
	Iteration 21Q: 3 clusters Score -1870180 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1870304.375000 Penalty: 2906.806885
	Iteration 22Q: 3 clusters Score -1870304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1870459.750000 Penalty: 2906.806885
	Iteration 23Q: 3 clusters Score -1870460 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1870645.875000 Penalty: 2906.806885
	Iteration 24Q: 3 clusters Score -1870646 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1870865.250000 Penalty: 2906.806885
	Iteration 25Q: 3 clusters Score -1870865 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1871116.250000 Penalty: 2906.806885
	Iteration 26Q: 3 clusters Score -1871116 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1871397.500000 Penalty: 2906.806885
	Iteration 27Q: 3 clusters Score -1871398 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1871649.625000 Penalty: 2906.806885
	Iteration 28Q: 3 clusters Score -1871650 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1871858.875000 Penalty: 2906.806885
	Iteration 29Q: 3 clusters Score -1871859 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1872061.000000 Penalty: 2906.806885
	Iteration 30Q: 3 clusters Score -1872061 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1872204.750000 Penalty: 2906.806885
	Iteration 31Q: 3 clusters Score -1872205 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1872319.625000 Penalty: 2906.806885
	Iteration 32Q: 3 clusters Score -1872320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1872395.125000 Penalty: 2906.806885
	Iteration 33Q: 3 clusters Score -1872395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1872458.000000 Penalty: 2906.806885
	Iteration 34Q: 3 clusters Score -1872458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1872500.500000 Penalty: 2906.806885
	Iteration 35Q: 3 clusters Score -1872500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1872539.750000 Penalty: 2906.806885
	Iteration 36Q: 3 clusters Score -1872540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1872567.375000 Penalty: 2906.806885
	Iteration 37Q: 3 clusters Score -1872567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1872600.375000 Penalty: 2906.806885
	Iteration 38Q: 3 clusters Score -1872600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1872624.875000 Penalty: 2906.806885
	Iteration 39Q: 3 clusters Score -1872625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1872643.750000 Penalty: 2906.806885
	Iteration 40F: 3 clusters Score -1872644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1872659.500000 Penalty: 2906.806885
	Iteration 41Q: 3 clusters Score -1872660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1872675.625000 Penalty: 2906.806885
	Iteration 42Q: 3 clusters Score -1872676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1872681.375000 Penalty: 2906.806885
	Iteration 43Q: 3 clusters Score -1872681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1872687.000000 Penalty: 2906.806885
	Iteration 44Q: 3 clusters Score -1872687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1872691.625000 Penalty: 2906.806885
	Iteration 45Q: 3 clusters Score -1872692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1872694.375000 Penalty: 2906.806885
	Iteration 46Q: 3 clusters Score -1872694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1872696.625000 Penalty: 2906.806885
	Iteration 47Q: 3 clusters Score -1872697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1872700.000000 Penalty: 2906.806885
	Iteration 48Q: 3 clusters Score -1872700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1872707.250000 Penalty: 2906.806885
	Iteration 49Q: 3 clusters Score -1872707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1872713.500000 Penalty: 2906.806885
	Iteration 50Q: 3 clusters Score -1872714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1872711.375000 Penalty: 2906.806885
	Iteration 51Q: 3 clusters Score -1872711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1872714.375000 Penalty: 2906.806885
	Iteration 52Q: 3 clusters Score -1872714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1872718.625000 Penalty: 2906.806885
	Iteration 53Q: 3 clusters Score -1872719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1872720.000000 Penalty: 2906.806885
	Iteration 54Q: 3 clusters Score -1872720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1872722.500000 Penalty: 2906.806885
	Iteration 55Q: 3 clusters Score -1872722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1872723.500000 Penalty: 2906.806885
	Iteration 56Q: 3 clusters Score -1872724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1872725.125000 Penalty: 2906.806885
	Iteration 57Q: 3 clusters Score -1872725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1872725.125000 Penalty: 2906.806885
	Iteration 58F: 3 clusters Score -1872725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Entering Unmasked Estep 
Score: -4919532.000000 Penalty: 1584.509644
	Iteration 0F: 2 clusters Score -4919532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4891939.500000 Penalty: 3169.019287
	Iteration 0F: 3 clusters Score -4891940 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4902783.000000 Penalty: 3169.019287
	Iteration 1F: 3 clusters Score -4902783 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4903447.000000 Penalty: 3169.019287
	Iteration 2Q: 3 clusters Score -4903447 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4904199.500000 Penalty: 3169.019287
	Iteration 3Q: 3 clusters Score -4904200 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -4905278.000000 Penalty: 3169.019287
	Iteration 4F: 3 clusters Score -4905278 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4906678.500000 Penalty: 3169.019287
	Iteration 5F: 3 clusters Score -4906678 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4908460.000000 Penalty: 3169.019287
	Iteration 6F: 3 clusters Score -4908460 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4910515.000000 Penalty: 3169.019287
	Iteration 7F: 3 clusters Score -4910515 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4912762.000000 Penalty: 3169.019287
	Iteration 8F: 3 clusters Score -4912762 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4914830.500000 Penalty: 3169.019287
	Iteration 9F: 3 clusters Score -4914830 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4916362.000000 Penalty: 3169.019287
	Iteration 10Q: 3 clusters Score -4916362 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4917311.000000 Penalty: 3169.019287
	Iteration 11Q: 3 clusters Score -4917311 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4917789.500000 Penalty: 3169.019287
	Iteration 12Q: 3 clusters Score -4917790 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4918101.500000 Penalty: 3169.019287
	Iteration 13Q: 3 clusters Score -4918102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4918329.500000 Penalty: 3169.019287
	Iteration 14Q: 3 clusters Score -4918330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4918479.500000 Penalty: 3169.019287
	Iteration 15Q: 3 clusters Score -4918480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4918582.000000 Penalty: 3169.019287
	Iteration 16Q: 3 clusters Score -4918582 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4918644.500000 Penalty: 3169.019287
	Iteration 17Q: 3 clusters Score -4918644 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4918704.000000 Penalty: 3169.019287
	Iteration 18Q: 3 clusters Score -4918704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4918767.500000 Penalty: 3169.019287
	Iteration 19Q: 3 clusters Score -4918768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4918808.000000 Penalty: 3169.019287
	Iteration 20F: 3 clusters Score -4918808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4918818.500000 Penalty: 3169.019287
	Iteration 21Q: 3 clusters Score -4918818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4918826.500000 Penalty: 3169.019287
	Iteration 22Q: 3 clusters Score -4918826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4918833.500000 Penalty: 3169.019287
	Iteration 23Q: 3 clusters Score -4918834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4918845.500000 Penalty: 3169.019287
	Iteration 24Q: 3 clusters Score -4918846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4918850.500000 Penalty: 3169.019287
	Iteration 25Q: 3 clusters Score -4918850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4918852.000000 Penalty: 3169.019287
	Iteration 26Q: 3 clusters Score -4918852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4918850.500000 Penalty: 3169.019287
	Iteration 27Q: 3 clusters Score -4918850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4918849.000000 Penalty: 3169.019287
	Iteration 28Q: 3 clusters Score -4918849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4918859.000000 Penalty: 3169.019287
	Iteration 29Q: 3 clusters Score -4918859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4918860.500000 Penalty: 3169.019287
	Iteration 30Q: 3 clusters Score -4918860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4918866.500000 Penalty: 3169.019287
	Iteration 31Q: 3 clusters Score -4918866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4918861.500000 Penalty: 3169.019287
	Iteration 32Q: 3 clusters Score -4918862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4918868.500000 Penalty: 3169.019287
	Iteration 33Q: 3 clusters Score -4918868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4918877.000000 Penalty: 3169.019287
	Iteration 34Q: 3 clusters Score -4918877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4918875.500000 Penalty: 3169.019287
	Iteration 35Q: 3 clusters Score -4918876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4918885.000000 Penalty: 3169.019287
	Iteration 36Q: 3 clusters Score -4918885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4918891.500000 Penalty: 3169.019287
	Iteration 37Q: 3 clusters Score -4918892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4918895.000000 Penalty: 3169.019287
	Iteration 38Q: 3 clusters Score -4918895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4918890.500000 Penalty: 3169.019287
	Iteration 39Q: 3 clusters Score -4918890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4918892.000000 Penalty: 3169.019287
	Iteration 40F: 3 clusters Score -4918892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -454641.250000 Penalty: 1241.166504
	Iteration 0F: 2 clusters Score -454641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -451438.781250 Penalty: 2482.333008
	Iteration 0F: 3 clusters Score -451438.8 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -452268.000000 Penalty: 2482.333008
	Iteration 1F: 3 clusters Score -452268 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -452440.218750 Penalty: 2482.333008
	Iteration 2F: 3 clusters Score -452440.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -452563.906250 Penalty: 2482.333008
	Iteration 3Q: 3 clusters Score -452563.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -452653.343750 Penalty: 2482.333008
	Iteration 4Q: 3 clusters Score -452653.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -452720.562500 Penalty: 2482.333008
	Iteration 5Q: 3 clusters Score -452720.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -452772.531250 Penalty: 2482.333008
	Iteration 6Q: 3 clusters Score -452772.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -452811.843750 Penalty: 2482.333008
	Iteration 7Q: 3 clusters Score -452811.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -452843.468750 Penalty: 2482.333008
	Iteration 8Q: 3 clusters Score -452843.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -452877.281250 Penalty: 2482.333008
	Iteration 9Q: 3 clusters Score -452877.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -452909.187500 Penalty: 2482.333008
	Iteration 10Q: 3 clusters Score -452909.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -452938.781250 Penalty: 2482.333008
	Iteration 11Q: 3 clusters Score -452938.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -452979.968750 Penalty: 2482.333008
	Iteration 12Q: 3 clusters Score -452980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -453042.343750 Penalty: 2482.333008
	Iteration 13Q: 3 clusters Score -453042.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -453109.656250 Penalty: 2482.333008
	Iteration 14Q: 3 clusters Score -453109.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453187.562500 Penalty: 2482.333008
	Iteration 15Q: 3 clusters Score -453187.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -453263.406250 Penalty: 2482.333008
	Iteration 16Q: 3 clusters Score -453263.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -453339.437500 Penalty: 2482.333008
	Iteration 17Q: 3 clusters Score -453339.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -453427.781250 Penalty: 2482.333008
	Iteration 18Q: 3 clusters Score -453427.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -453503.750000 Penalty: 2482.333008
	Iteration 19Q: 3 clusters Score -453503.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -453584.093750 Penalty: 2482.333008
	Iteration 20F: 3 clusters Score -453584.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -453670.312500 Penalty: 2482.333008
	Iteration 21Q: 3 clusters Score -453670.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -453748.406250 Penalty: 2482.333008
	Iteration 22Q: 3 clusters Score -453748.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -453837.562500 Penalty: 2482.333008
	Iteration 23Q: 3 clusters Score -453837.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -453910.968750 Penalty: 2482.333008
	Iteration 24Q: 3 clusters Score -453911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -453981.750000 Penalty: 2482.333008
	Iteration 25Q: 3 clusters Score -453981.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -454042.562500 Penalty: 2482.333008
	Iteration 26Q: 3 clusters Score -454042.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -454075.281250 Penalty: 2482.333008
	Iteration 27Q: 3 clusters Score -454075.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -454101.218750 Penalty: 2482.333008
	Iteration 28Q: 3 clusters Score -454101.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -454114.656250 Penalty: 2482.333008
	Iteration 29Q: 3 clusters Score -454114.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -454124.156250 Penalty: 2482.333008
	Iteration 30Q: 3 clusters Score -454124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -454133.906250 Penalty: 2482.333008
	Iteration 31Q: 3 clusters Score -454133.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -454141.531250 Penalty: 2482.333008
	Iteration 32Q: 3 clusters Score -454141.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -454147.656250 Penalty: 2482.333008
	Iteration 33Q: 3 clusters Score -454147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -454150.343750 Penalty: 2482.333008
	Iteration 34Q: 3 clusters Score -454150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -454152.406250 Penalty: 2482.333008
	Iteration 35Q: 3 clusters Score -454152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -454154.562500 Penalty: 2482.333008
	Iteration 36Q: 3 clusters Score -454154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -454156.562500 Penalty: 2482.333008
	Iteration 37Q: 3 clusters Score -454156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -454157.875000 Penalty: 2482.333008
	Iteration 38Q: 3 clusters Score -454157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -454158.125000 Penalty: 2482.333008
	Iteration 39Q: 3 clusters Score -454158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -454158.843750 Penalty: 2482.333008
	Iteration 40F: 3 clusters Score -454158.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Entering Unmasked Estep 
Score: -968206.312500 Penalty: 1341.403931
	Iteration 0F: 2 clusters Score -968206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -962537.312500 Penalty: 2682.807861
	Iteration 0F: 3 clusters Score -962537.3 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -964301.750000 Penalty: 2682.807861
	Iteration 1F: 3 clusters Score -964301.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -964560.562500 Penalty: 2682.807861
	Iteration 2F: 3 clusters Score -964560.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -964748.875000 Penalty: 2682.807861
	Iteration 3F: 3 clusters Score -964748.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -964885.875000 Penalty: 2682.807861
	Iteration 4Q: 3 clusters Score -964885.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -965004.937500 Penalty: 2682.807861
	Iteration 5Q: 3 clusters Score -965004.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -965124.187500 Penalty: 2682.807861
	Iteration 6Q: 3 clusters Score -965124.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -965247.000000 Penalty: 2682.807861
	Iteration 7Q: 3 clusters Score -965247 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -965368.562500 Penalty: 2682.807861
	Iteration 8Q: 3 clusters Score -965368.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -965505.812500 Penalty: 2682.807861
	Iteration 9Q: 3 clusters Score -965505.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -965651.687500 Penalty: 2682.807861
	Iteration 10Q: 3 clusters Score -965651.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -965793.187500 Penalty: 2682.807861
	Iteration 11Q: 3 clusters Score -965793.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -965931.187500 Penalty: 2682.807861
	Iteration 12Q: 3 clusters Score -965931.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -966053.687500 Penalty: 2682.807861
	Iteration 13Q: 3 clusters Score -966053.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -966167.750000 Penalty: 2682.807861
	Iteration 14Q: 3 clusters Score -966167.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -966269.937500 Penalty: 2682.807861
	Iteration 15Q: 3 clusters Score -966269.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -966376.937500 Penalty: 2682.807861
	Iteration 16Q: 3 clusters Score -966376.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -966459.937500 Penalty: 2682.807861
	Iteration 17Q: 3 clusters Score -966459.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -966551.312500 Penalty: 2682.807861
	Iteration 18Q: 3 clusters Score -966551.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -966638.250000 Penalty: 2682.807861
	Iteration 19Q: 3 clusters Score -966638.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -966724.937500 Penalty: 2682.807861
	Iteration 20F: 3 clusters Score -966724.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -966793.250000 Penalty: 2682.807861
	Iteration 21Q: 3 clusters Score -966793.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -966853.875000 Penalty: 2682.807861
	Iteration 22Q: 3 clusters Score -966853.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -966903.687500 Penalty: 2682.807861
	Iteration 23Q: 3 clusters Score -966903.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -966933.187500 Penalty: 2682.807861
	Iteration 24Q: 3 clusters Score -966933.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -966965.375000 Penalty: 2682.807861
	Iteration 25Q: 3 clusters Score -966965.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -966984.562500 Penalty: 2682.807861
	Iteration 26Q: 3 clusters Score -966984.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -966994.500000 Penalty: 2682.807861
	Iteration 27Q: 3 clusters Score -966994.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -967008.000000 Penalty: 2682.807861
	Iteration 28Q: 3 clusters Score -967008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -967014.750000 Penalty: 2682.807861
	Iteration 29Q: 3 clusters Score -967014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -967023.875000 Penalty: 2682.807861
	Iteration 30Q: 3 clusters Score -967023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -967027.312500 Penalty: 2682.807861
	Iteration 31Q: 3 clusters Score -967027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -967031.875000 Penalty: 2682.807861
	Iteration 32Q: 3 clusters Score -967031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -967033.250000 Penalty: 2682.807861
	Iteration 33Q: 3 clusters Score -967033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -967036.625000 Penalty: 2682.807861
	Iteration 34Q: 3 clusters Score -967036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -967039.000000 Penalty: 2682.807861
	Iteration 35Q: 3 clusters Score -967039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -967041.437500 Penalty: 2682.807861
	Iteration 36Q: 3 clusters Score -967041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -967040.750000 Penalty: 2682.807861
	Iteration 37Q: 3 clusters Score -967040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -967041.250000 Penalty: 2682.807861
	Iteration 38Q: 3 clusters Score -967041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -967044.125000 Penalty: 2682.807861
	Iteration 39Q: 3 clusters Score -967044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -967044.437500 Penalty: 2682.807861
	Iteration 40F: 3 clusters Score -967044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -967044.937500 Penalty: 2682.807861
	Iteration 41Q: 3 clusters Score -967044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -967047.937500 Penalty: 2682.807861
	Iteration 42Q: 3 clusters Score -967047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -967051.875000 Penalty: 2682.807861
	Iteration 43Q: 3 clusters Score -967051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -967053.250000 Penalty: 2682.807861
	Iteration 44Q: 3 clusters Score -967053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -967055.187500 Penalty: 2682.807861
	Iteration 45Q: 3 clusters Score -967055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -967056.125000 Penalty: 2682.807861
	Iteration 46Q: 3 clusters Score -967056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -967061.312500 Penalty: 2682.807861
	Iteration 47Q: 3 clusters Score -967061.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -967067.625000 Penalty: 2682.807861
	Iteration 48Q: 3 clusters Score -967067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -967072.375000 Penalty: 2682.807861
	Iteration 49Q: 3 clusters Score -967072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -967074.125000 Penalty: 2682.807861
	Iteration 50Q: 3 clusters Score -967074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -967075.000000 Penalty: 2682.807861
	Iteration 51Q: 3 clusters Score -967075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -967076.000000 Penalty: 2682.807861
	Iteration 52Q: 3 clusters Score -967076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -967079.625000 Penalty: 2682.807861
	Iteration 53Q: 3 clusters Score -967079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -967084.375000 Penalty: 2682.807861
	Iteration 54Q: 3 clusters Score -967084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -967089.687500 Penalty: 2682.807861
	Iteration 55Q: 3 clusters Score -967089.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -967092.187500 Penalty: 2682.807861
	Iteration 56Q: 3 clusters Score -967092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -967096.000000 Penalty: 2682.807861
	Iteration 57Q: 3 clusters Score -967096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -967102.000000 Penalty: 2682.807861
	Iteration 58Q: 3 clusters Score -967102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -967107.562500 Penalty: 2682.807861
	Iteration 59Q: 3 clusters Score -967107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -967112.750000 Penalty: 2682.807861
	Iteration 60F: 3 clusters Score -967112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -967118.312500 Penalty: 2682.807861
	Iteration 61Q: 3 clusters Score -967118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -967123.687500 Penalty: 2682.807861
	Iteration 62Q: 3 clusters Score -967123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -967124.187500 Penalty: 2682.807861
	Iteration 63Q: 3 clusters Score -967124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -967126.562500 Penalty: 2682.807861
	Iteration 64Q: 3 clusters Score -967126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -967127.250000 Penalty: 2682.807861
	Iteration 65Q: 3 clusters Score -967127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -967127.250000 Penalty: 2682.807861
	Iteration 66F: 3 clusters Score -967127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -1160412.500000 Penalty: 1379.197144
	Iteration 0F: 2 clusters Score -1160412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1153263.250000 Penalty: 2758.394287
	Iteration 0F: 3 clusters Score -1153263 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1155626.750000 Penalty: 2758.394287
	Iteration 1F: 3 clusters Score -1155627 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1155945.375000 Penalty: 2758.394287
	Iteration 2F: 3 clusters Score -1155945 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1156184.250000 Penalty: 2758.394287
	Iteration 3F: 3 clusters Score -1156184 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1156356.875000 Penalty: 2758.394287
	Iteration 4Q: 3 clusters Score -1156357 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1156510.375000 Penalty: 2758.394287
	Iteration 5Q: 3 clusters Score -1156510 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1156637.375000 Penalty: 2758.394287
	Iteration 6Q: 3 clusters Score -1156637 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1156768.500000 Penalty: 2758.394287
	Iteration 7Q: 3 clusters Score -1156768 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1156914.875000 Penalty: 2758.394287
	Iteration 8Q: 3 clusters Score -1156915 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1157071.875000 Penalty: 2758.394287
	Iteration 9Q: 3 clusters Score -1157072 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1157255.000000 Penalty: 2758.394287
	Iteration 10Q: 3 clusters Score -1157255 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1157460.750000 Penalty: 2758.394287
	Iteration 11Q: 3 clusters Score -1157461 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1157688.625000 Penalty: 2758.394287
	Iteration 12Q: 3 clusters Score -1157689 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1157912.500000 Penalty: 2758.394287
	Iteration 13Q: 3 clusters Score -1157912 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1158131.500000 Penalty: 2758.394287
	Iteration 14Q: 3 clusters Score -1158132 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1158335.625000 Penalty: 2758.394287
	Iteration 15Q: 3 clusters Score -1158336 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1158535.500000 Penalty: 2758.394287
	Iteration 16Q: 3 clusters Score -1158536 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1158715.875000 Penalty: 2758.394287
	Iteration 17Q: 3 clusters Score -1158716 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1158863.375000 Penalty: 2758.394287
	Iteration 18Q: 3 clusters Score -1158863 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1158975.125000 Penalty: 2758.394287
	Iteration 19Q: 3 clusters Score -1158975 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1159060.750000 Penalty: 2758.394287
	Iteration 20F: 3 clusters Score -1159061 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1159136.875000 Penalty: 2758.394287
	Iteration 21Q: 3 clusters Score -1159137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1159179.750000 Penalty: 2758.394287
	Iteration 22Q: 3 clusters Score -1159180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1159217.500000 Penalty: 2758.394287
	Iteration 23Q: 3 clusters Score -1159218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1159256.750000 Penalty: 2758.394287
	Iteration 24Q: 3 clusters Score -1159257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1159292.500000 Penalty: 2758.394287
	Iteration 25Q: 3 clusters Score -1159292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1159320.875000 Penalty: 2758.394287
	Iteration 26Q: 3 clusters Score -1159321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1159348.250000 Penalty: 2758.394287
	Iteration 27Q: 3 clusters Score -1159348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1159372.250000 Penalty: 2758.394287
	Iteration 28Q: 3 clusters Score -1159372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1159389.750000 Penalty: 2758.394287
	Iteration 29Q: 3 clusters Score -1159390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1159399.625000 Penalty: 2758.394287
	Iteration 30Q: 3 clusters Score -1159400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1159404.125000 Penalty: 2758.394287
	Iteration 31Q: 3 clusters Score -1159404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1159407.500000 Penalty: 2758.394287
	Iteration 32Q: 3 clusters Score -1159408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1159409.500000 Penalty: 2758.394287
	Iteration 33Q: 3 clusters Score -1159410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1159410.750000 Penalty: 2758.394287
	Iteration 34Q: 3 clusters Score -1159411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1159409.125000 Penalty: 2758.394287
	Iteration 35Q: 3 clusters Score -1159409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1159410.375000 Penalty: 2758.394287
	Iteration 36Q: 3 clusters Score -1159410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1159409.875000 Penalty: 2758.394287
	Iteration 37Q: 3 clusters Score -1159410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1159412.375000 Penalty: 2758.394287
	Iteration 38Q: 3 clusters Score -1159412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1159412.375000 Penalty: 2758.394287
	Iteration 39F: 3 clusters Score -1159412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -902588.062500 Penalty: 1339.510376
	Iteration 0F: 2 clusters Score -902588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -897011.437500 Penalty: 2679.020752
	Iteration 0F: 3 clusters Score -897011.4 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -898866.937500 Penalty: 2679.020752
	Iteration 1F: 3 clusters Score -898866.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -899149.812500 Penalty: 2679.020752
	Iteration 2F: 3 clusters Score -899149.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -899350.875000 Penalty: 2679.020752
	Iteration 3F: 3 clusters Score -899350.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -899518.250000 Penalty: 2679.020752
	Iteration 4Q: 3 clusters Score -899518.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -899647.375000 Penalty: 2679.020752
	Iteration 5Q: 3 clusters Score -899647.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -899788.687500 Penalty: 2679.020752
	Iteration 6Q: 3 clusters Score -899788.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -899937.687500 Penalty: 2679.020752
	Iteration 7Q: 3 clusters Score -899937.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -900085.500000 Penalty: 2679.020752
	Iteration 8Q: 3 clusters Score -900085.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -900208.187500 Penalty: 2679.020752
	Iteration 9Q: 3 clusters Score -900208.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -900312.312500 Penalty: 2679.020752
	Iteration 10Q: 3 clusters Score -900312.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -900421.000000 Penalty: 2679.020752
	Iteration 11Q: 3 clusters Score -900421 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -900575.812500 Penalty: 2679.020752
	Iteration 12Q: 3 clusters Score -900575.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -900731.875000 Penalty: 2679.020752
	Iteration 13Q: 3 clusters Score -900731.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -900893.125000 Penalty: 2679.020752
	Iteration 14Q: 3 clusters Score -900893.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -901062.500000 Penalty: 2679.020752
	Iteration 15Q: 3 clusters Score -901062.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -901186.312500 Penalty: 2679.020752
	Iteration 16Q: 3 clusters Score -901186.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -901286.625000 Penalty: 2679.020752
	Iteration 17Q: 3 clusters Score -901286.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -901362.312500 Penalty: 2679.020752
	Iteration 18Q: 3 clusters Score -901362.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -901416.125000 Penalty: 2679.020752
	Iteration 19Q: 3 clusters Score -901416.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -901464.812500 Penalty: 2679.020752
	Iteration 20F: 3 clusters Score -901464.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -901506.250000 Penalty: 2679.020752
	Iteration 21Q: 3 clusters Score -901506.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -901530.750000 Penalty: 2679.020752
	Iteration 22Q: 3 clusters Score -901530.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -901552.375000 Penalty: 2679.020752
	Iteration 23Q: 3 clusters Score -901552.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -901566.187500 Penalty: 2679.020752
	Iteration 24Q: 3 clusters Score -901566.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -901582.375000 Penalty: 2679.020752
	Iteration 25Q: 3 clusters Score -901582.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -901603.562500 Penalty: 2679.020752
	Iteration 26Q: 3 clusters Score -901603.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -901619.187500 Penalty: 2679.020752
	Iteration 27Q: 3 clusters Score -901619.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -901636.875000 Penalty: 2679.020752
	Iteration 28Q: 3 clusters Score -901636.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -901658.500000 Penalty: 2679.020752
	Iteration 29Q: 3 clusters Score -901658.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -901679.437500 Penalty: 2679.020752
	Iteration 30Q: 3 clusters Score -901679.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -901696.437500 Penalty: 2679.020752
	Iteration 31Q: 3 clusters Score -901696.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -901714.000000 Penalty: 2679.020752
	Iteration 32Q: 3 clusters Score -901714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -901726.562500 Penalty: 2679.020752
	Iteration 33Q: 3 clusters Score -901726.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -901742.812500 Penalty: 2679.020752
	Iteration 34Q: 3 clusters Score -901742.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -901752.812500 Penalty: 2679.020752
	Iteration 35Q: 3 clusters Score -901752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -901761.125000 Penalty: 2679.020752
	Iteration 36Q: 3 clusters Score -901761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -901771.812500 Penalty: 2679.020752
	Iteration 37Q: 3 clusters Score -901771.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -901776.062500 Penalty: 2679.020752
	Iteration 38Q: 3 clusters Score -901776.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -901778.750000 Penalty: 2679.020752
	Iteration 39Q: 3 clusters Score -901778.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -901787.750000 Penalty: 2679.020752
	Iteration 40F: 3 clusters Score -901787.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -901794.875000 Penalty: 2679.020752
	Iteration 41Q: 3 clusters Score -901794.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -901800.812500 Penalty: 2679.020752
	Iteration 42Q: 3 clusters Score -901800.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -901809.875000 Penalty: 2679.020752
	Iteration 43Q: 3 clusters Score -901809.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -901815.750000 Penalty: 2679.020752
	Iteration 44Q: 3 clusters Score -901815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -901818.937500 Penalty: 2679.020752
	Iteration 45Q: 3 clusters Score -901818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -901822.812500 Penalty: 2679.020752
	Iteration 46Q: 3 clusters Score -901822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -901824.562500 Penalty: 2679.020752
	Iteration 47Q: 3 clusters Score -901824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -901823.687500 Penalty: 2679.020752
	Iteration 48Q: 3 clusters Score -901823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -901828.750000 Penalty: 2679.020752
	Iteration 49Q: 3 clusters Score -901828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -901828.812500 Penalty: 2679.020752
	Iteration 50Q: 3 clusters Score -901828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -901830.250000 Penalty: 2679.020752
	Iteration 51Q: 3 clusters Score -901830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -901834.125000 Penalty: 2679.020752
	Iteration 52Q: 3 clusters Score -901834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -901832.562500 Penalty: 2679.020752
	Iteration 53Q: 3 clusters Score -901832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -901832.375000 Penalty: 2679.020752
	Iteration 54Q: 3 clusters Score -901832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -901833.812500 Penalty: 2679.020752
	Iteration 55Q: 3 clusters Score -901833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -901835.125000 Penalty: 2679.020752
	Iteration 56Q: 3 clusters Score -901835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -901835.125000 Penalty: 2679.020752
	Iteration 57F: 3 clusters Score -901835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -469387.656250 Penalty: 1240.169434
	Iteration 0F: 2 clusters Score -469387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -466231.531250 Penalty: 2480.338867
	Iteration 0F: 3 clusters Score -466231.5 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -467052.000000 Penalty: 2480.338867
	Iteration 1F: 3 clusters Score -467052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -467223.781250 Penalty: 2480.338867
	Iteration 2F: 3 clusters Score -467223.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -467331.281250 Penalty: 2480.338867
	Iteration 3Q: 3 clusters Score -467331.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -467428.500000 Penalty: 2480.338867
	Iteration 4Q: 3 clusters Score -467428.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -467522.625000 Penalty: 2480.338867
	Iteration 5Q: 3 clusters Score -467522.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -467590.968750 Penalty: 2480.338867
	Iteration 6Q: 3 clusters Score -467591 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -467658.625000 Penalty: 2480.338867
	Iteration 7Q: 3 clusters Score -467658.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -467731.125000 Penalty: 2480.338867
	Iteration 8Q: 3 clusters Score -467731.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -467785.687500 Penalty: 2480.338867
	Iteration 9Q: 3 clusters Score -467785.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -467850.531250 Penalty: 2480.338867
	Iteration 10Q: 3 clusters Score -467850.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -467907.000000 Penalty: 2480.338867
	Iteration 11Q: 3 clusters Score -467907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -467945.812500 Penalty: 2480.338867
	Iteration 12Q: 3 clusters Score -467945.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -467973.718750 Penalty: 2480.338867
	Iteration 13Q: 3 clusters Score -467973.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -468008.656250 Penalty: 2480.338867
	Iteration 14Q: 3 clusters Score -468008.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -468037.281250 Penalty: 2480.338867
	Iteration 15Q: 3 clusters Score -468037.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -468074.125000 Penalty: 2480.338867
	Iteration 16Q: 3 clusters Score -468074.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -468117.687500 Penalty: 2480.338867
	Iteration 17Q: 3 clusters Score -468117.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -468152.031250 Penalty: 2480.338867
	Iteration 18Q: 3 clusters Score -468152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -468188.468750 Penalty: 2480.338867
	Iteration 19Q: 3 clusters Score -468188.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -468221.031250 Penalty: 2480.338867
	Iteration 20F: 3 clusters Score -468221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -468254.125000 Penalty: 2480.338867
	Iteration 21Q: 3 clusters Score -468254.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -468281.218750 Penalty: 2480.338867
	Iteration 22Q: 3 clusters Score -468281.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -468309.656250 Penalty: 2480.338867
	Iteration 23Q: 3 clusters Score -468309.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -468335.437500 Penalty: 2480.338867
	Iteration 24Q: 3 clusters Score -468335.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -468358.375000 Penalty: 2480.338867
	Iteration 25Q: 3 clusters Score -468358.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -468382.156250 Penalty: 2480.338867
	Iteration 26Q: 3 clusters Score -468382.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -468400.156250 Penalty: 2480.338867
	Iteration 27Q: 3 clusters Score -468400.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -468427.093750 Penalty: 2480.338867
	Iteration 28Q: 3 clusters Score -468427.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -468448.093750 Penalty: 2480.338867
	Iteration 29Q: 3 clusters Score -468448.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -468466.218750 Penalty: 2480.338867
	Iteration 30Q: 3 clusters Score -468466.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -468486.500000 Penalty: 2480.338867
	Iteration 31Q: 3 clusters Score -468486.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -468501.250000 Penalty: 2480.338867
	Iteration 32Q: 3 clusters Score -468501.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -468520.437500 Penalty: 2480.338867
	Iteration 33Q: 3 clusters Score -468520.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -468553.343750 Penalty: 2480.338867
	Iteration 34Q: 3 clusters Score -468553.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -468579.562500 Penalty: 2480.338867
	Iteration 35Q: 3 clusters Score -468579.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -468596.781250 Penalty: 2480.338867
	Iteration 36Q: 3 clusters Score -468596.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -468608.968750 Penalty: 2480.338867
	Iteration 37Q: 3 clusters Score -468609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -468621.625000 Penalty: 2480.338867
	Iteration 38Q: 3 clusters Score -468621.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -468636.500000 Penalty: 2480.338867
	Iteration 39Q: 3 clusters Score -468636.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -468651.375000 Penalty: 2480.338867
	Iteration 40F: 3 clusters Score -468651.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -468662.125000 Penalty: 2480.338867
	Iteration 41Q: 3 clusters Score -468662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -468668.250000 Penalty: 2480.338867
	Iteration 42Q: 3 clusters Score -468668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -468673.750000 Penalty: 2480.338867
	Iteration 43Q: 3 clusters Score -468673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -468680.093750 Penalty: 2480.338867
	Iteration 44Q: 3 clusters Score -468680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -468683.593750 Penalty: 2480.338867
	Iteration 45Q: 3 clusters Score -468683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -468684.187500 Penalty: 2480.338867
	Iteration 46Q: 3 clusters Score -468684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -468684.187500 Penalty: 2480.338867
	Iteration 47F: 3 clusters Score -468684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -27674.228516 Penalty: 855.982788
	Iteration 0F: 2 clusters Score -27674.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26931.203125 Penalty: 1711.965576
	Iteration 0F: 3 clusters Score -26931.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27053.947266 Penalty: 1711.965576
	Iteration 1F: 3 clusters Score -27053.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27078.736328 Penalty: 1711.965576
	Iteration 2Q: 3 clusters Score -27078.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27087.591797 Penalty: 1711.965576
	Iteration 3Q: 3 clusters Score -27087.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27087.591797 Penalty: 1711.965576
	Iteration 4F: 3 clusters Score -27087.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Entering Unmasked Estep 
Score: -5943682.500000 Penalty: 1618.998413
	Iteration 0F: 2 clusters Score -5943682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5909112.500000 Penalty: 3237.996826
	Iteration 0F: 3 clusters Score -5909112 nChanged 24401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5922938.000000 Penalty: 3237.996826
	Iteration 1F: 3 clusters Score -5922938 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5923984.000000 Penalty: 3237.996826
	Iteration 2Q: 3 clusters Score -5923984 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -5925308.000000 Penalty: 3237.996826
	Iteration 3F: 3 clusters Score -5925308 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5927481.500000 Penalty: 3237.996826
	Iteration 4F: 3 clusters Score -5927482 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5930598.500000 Penalty: 3237.996826
	Iteration 5F: 3 clusters Score -5930598 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5934197.000000 Penalty: 3237.996826
	Iteration 6F: 3 clusters Score -5934197 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5937505.000000 Penalty: 3237.996826
	Iteration 7F: 3 clusters Score -5937505 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -5939778.500000 Penalty: 3237.996826
	Iteration 8Q: 3 clusters Score -5939778 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -5941111.000000 Penalty: 3237.996826
	Iteration 9Q: 3 clusters Score -5941111 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -5941774.000000 Penalty: 3237.996826
	Iteration 10Q: 3 clusters Score -5941774 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -5942115.500000 Penalty: 3237.996826
	Iteration 11Q: 3 clusters Score -5942116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -5942294.500000 Penalty: 3237.996826
	Iteration 12Q: 3 clusters Score -5942294 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -5942378.000000 Penalty: 3237.996826
	Iteration 13Q: 3 clusters Score -5942378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -5942416.500000 Penalty: 3237.996826
	Iteration 14Q: 3 clusters Score -5942416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -5942469.500000 Penalty: 3237.996826
	Iteration 15Q: 3 clusters Score -5942470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -5942511.500000 Penalty: 3237.996826
	Iteration 16Q: 3 clusters Score -5942512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -5942534.500000 Penalty: 3237.996826
	Iteration 17Q: 3 clusters Score -5942534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -5942537.000000 Penalty: 3237.996826
	Iteration 18Q: 3 clusters Score -5942537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -5942551.000000 Penalty: 3237.996826
	Iteration 19Q: 3 clusters Score -5942551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -5942561.500000 Penalty: 3237.996826
	Iteration 20F: 3 clusters Score -5942562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -5942568.000000 Penalty: 3237.996826
	Iteration 21Q: 3 clusters Score -5942568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -5942574.500000 Penalty: 3237.996826
	Iteration 22Q: 3 clusters Score -5942574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -5942581.500000 Penalty: 3237.996826
	Iteration 23Q: 3 clusters Score -5942582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -5942574.500000 Penalty: 3237.996826
	Iteration 24Q: 3 clusters Score -5942574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -5942582.000000 Penalty: 3237.996826
	Iteration 25Q: 3 clusters Score -5942582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -5942581.000000 Penalty: 3237.996826
	Iteration 26Q: 3 clusters Score -5942581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -5942580.500000 Penalty: 3237.996826
	Iteration 27Q: 3 clusters Score -5942580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -5942584.000000 Penalty: 3237.996826
	Iteration 28Q: 3 clusters Score -5942584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -5942586.000000 Penalty: 3237.996826
	Iteration 29Q: 3 clusters Score -5942586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -5942590.500000 Penalty: 3237.996826
	Iteration 30Q: 3 clusters Score -5942590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -5942594.500000 Penalty: 3237.996826
	Iteration 31Q: 3 clusters Score -5942594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -5942594.500000 Penalty: 3237.996826
	Iteration 32Q: 3 clusters Score -5942594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -5942596.500000 Penalty: 3237.996826
	Iteration 33Q: 3 clusters Score -5942596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -5942605.000000 Penalty: 3237.996826
	Iteration 34Q: 3 clusters Score -5942605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -5942608.500000 Penalty: 3237.996826
	Iteration 35Q: 3 clusters Score -5942608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -5942605.000000 Penalty: 3237.996826
	Iteration 36Q: 3 clusters Score -5942605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -5942605.000000 Penalty: 3237.996826
	Iteration 37F: 3 clusters Score -5942605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -312851.000000 Penalty: 1203.440918
	Iteration 0F: 2 clusters Score -312851 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 1664 members 
Entering Unmasked Estep 
Score: -310230.625000 Penalty: 2406.881836
	Iteration 0F: 3 clusters Score -310230.6 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -311009.937500 Penalty: 2406.881836
	Iteration 1F: 3 clusters Score -311009.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -311288.281250 Penalty: 2406.881836
	Iteration 2F: 3 clusters Score -311288.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -311502.718750 Penalty: 2406.881836
	Iteration 3F: 3 clusters Score -311502.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -311668.281250 Penalty: 2406.881836
	Iteration 4F: 3 clusters Score -311668.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -311780.562500 Penalty: 2406.881836
	Iteration 5Q: 3 clusters Score -311780.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -311904.343750 Penalty: 2406.881836
	Iteration 6Q: 3 clusters Score -311904.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -312022.375000 Penalty: 2406.881836
	Iteration 7Q: 3 clusters Score -312022.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -312105.281250 Penalty: 2406.881836
	Iteration 8Q: 3 clusters Score -312105.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -312173.218750 Penalty: 2406.881836
	Iteration 9Q: 3 clusters Score -312173.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -312238.750000 Penalty: 2406.881836
	Iteration 10Q: 3 clusters Score -312238.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -312287.406250 Penalty: 2406.881836
	Iteration 11Q: 3 clusters Score -312287.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -312319.187500 Penalty: 2406.881836
	Iteration 12Q: 3 clusters Score -312319.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -312339.593750 Penalty: 2406.881836
	Iteration 13Q: 3 clusters Score -312339.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -312365.531250 Penalty: 2406.881836
	Iteration 14Q: 3 clusters Score -312365.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -312396.218750 Penalty: 2406.881836
	Iteration 15Q: 3 clusters Score -312396.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -312423.718750 Penalty: 2406.881836
	Iteration 16Q: 3 clusters Score -312423.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -312446.406250 Penalty: 2406.881836
	Iteration 17Q: 3 clusters Score -312446.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -312457.718750 Penalty: 2406.881836
	Iteration 18Q: 3 clusters Score -312457.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -312464.781250 Penalty: 2406.881836
	Iteration 19Q: 3 clusters Score -312464.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -312471.375000 Penalty: 2406.881836
	Iteration 20F: 3 clusters Score -312471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -312480.687500 Penalty: 2406.881836
	Iteration 21Q: 3 clusters Score -312480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -312485.500000 Penalty: 2406.881836
	Iteration 22Q: 3 clusters Score -312485.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -312488.781250 Penalty: 2406.881836
	Iteration 23Q: 3 clusters Score -312488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -312492.218750 Penalty: 2406.881836
	Iteration 24Q: 3 clusters Score -312492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312494.031250 Penalty: 2406.881836
	Iteration 25Q: 3 clusters Score -312494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -312494.875000 Penalty: 2406.881836
	Iteration 26Q: 3 clusters Score -312494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -312496.187500 Penalty: 2406.881836
	Iteration 27Q: 3 clusters Score -312496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -312496.593750 Penalty: 2406.881836
	Iteration 28Q: 3 clusters Score -312496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312496.656250 Penalty: 2406.881836
	Iteration 29Q: 3 clusters Score -312496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312496.656250 Penalty: 2406.881836
	Iteration 30F: 3 clusters Score -312496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -312428.656250 Penalty: 1184.911011
	Iteration 0F: 2 clusters Score -312428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -310009.437500 Penalty: 2369.822021
	Iteration 0F: 3 clusters Score -310009.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -310679.656250 Penalty: 2369.822021
	Iteration 1F: 3 clusters Score -310679.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -310839.875000 Penalty: 2369.822021
	Iteration 2F: 3 clusters Score -310839.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -310901.781250 Penalty: 2369.822021
	Iteration 3Q: 3 clusters Score -310901.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -310936.343750 Penalty: 2369.822021
	Iteration 4Q: 3 clusters Score -310936.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -310963.750000 Penalty: 2369.822021
	Iteration 5Q: 3 clusters Score -310963.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -310993.625000 Penalty: 2369.822021
	Iteration 6Q: 3 clusters Score -310993.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -311025.125000 Penalty: 2369.822021
	Iteration 7Q: 3 clusters Score -311025.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -311045.250000 Penalty: 2369.822021
	Iteration 8Q: 3 clusters Score -311045.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -311057.593750 Penalty: 2369.822021
	Iteration 9Q: 3 clusters Score -311057.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -311066.843750 Penalty: 2369.822021
	Iteration 10Q: 3 clusters Score -311066.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -311078.406250 Penalty: 2369.822021
	Iteration 11Q: 3 clusters Score -311078.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -311094.437500 Penalty: 2369.822021
	Iteration 12Q: 3 clusters Score -311094.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -311108.562500 Penalty: 2369.822021
	Iteration 13Q: 3 clusters Score -311108.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -311117.937500 Penalty: 2369.822021
	Iteration 14Q: 3 clusters Score -311117.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -311130.437500 Penalty: 2369.822021
	Iteration 15Q: 3 clusters Score -311130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -311137.500000 Penalty: 2369.822021
	Iteration 16Q: 3 clusters Score -311137.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -311143.843750 Penalty: 2369.822021
	Iteration 17Q: 3 clusters Score -311143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -311150.718750 Penalty: 2369.822021
	Iteration 18Q: 3 clusters Score -311150.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -311157.125000 Penalty: 2369.822021
	Iteration 19Q: 3 clusters Score -311157.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -311166.343750 Penalty: 2369.822021
	Iteration 20F: 3 clusters Score -311166.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -311172.281250 Penalty: 2369.822021
	Iteration 21Q: 3 clusters Score -311172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -311177.718750 Penalty: 2369.822021
	Iteration 22Q: 3 clusters Score -311177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -311180.812500 Penalty: 2369.822021
	Iteration 23Q: 3 clusters Score -311180.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -311186.843750 Penalty: 2369.822021
	Iteration 24Q: 3 clusters Score -311186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -311191.250000 Penalty: 2369.822021
	Iteration 25Q: 3 clusters Score -311191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -311194.500000 Penalty: 2369.822021
	Iteration 26Q: 3 clusters Score -311194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311195.937500 Penalty: 2369.822021
	Iteration 27Q: 3 clusters Score -311195.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -311199.750000 Penalty: 2369.822021
	Iteration 28Q: 3 clusters Score -311199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -311205.687500 Penalty: 2369.822021
	Iteration 29Q: 3 clusters Score -311205.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -311209.343750 Penalty: 2369.822021
	Iteration 30Q: 3 clusters Score -311209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -311214.312500 Penalty: 2369.822021
	Iteration 31Q: 3 clusters Score -311214.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -311218.031250 Penalty: 2369.822021
	Iteration 32Q: 3 clusters Score -311218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311222.812500 Penalty: 2369.822021
	Iteration 33Q: 3 clusters Score -311222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311227.625000 Penalty: 2369.822021
	Iteration 34Q: 3 clusters Score -311227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -311232.968750 Penalty: 2369.822021
	Iteration 35Q: 3 clusters Score -311233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -311239.906250 Penalty: 2369.822021
	Iteration 36Q: 3 clusters Score -311239.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -311248.531250 Penalty: 2369.822021
	Iteration 37Q: 3 clusters Score -311248.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -311257.031250 Penalty: 2369.822021
	Iteration 38Q: 3 clusters Score -311257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -311262.593750 Penalty: 2369.822021
	Iteration 39Q: 3 clusters Score -311262.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -311269.125000 Penalty: 2369.822021
	Iteration 40F: 3 clusters Score -311269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -311272.000000 Penalty: 2369.822021
	Iteration 41Q: 3 clusters Score -311272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -311277.437500 Penalty: 2369.822021
	Iteration 42Q: 3 clusters Score -311277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -311281.875000 Penalty: 2369.822021
	Iteration 43Q: 3 clusters Score -311281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -311284.031250 Penalty: 2369.822021
	Iteration 44Q: 3 clusters Score -311284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -311284.875000 Penalty: 2369.822021
	Iteration 45Q: 3 clusters Score -311284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -311285.000000 Penalty: 2369.822021
	Iteration 46Q: 3 clusters Score -311285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -311286.593750 Penalty: 2369.822021
	Iteration 47Q: 3 clusters Score -311286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -311287.625000 Penalty: 2369.822021
	Iteration 48Q: 3 clusters Score -311287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -311289.281250 Penalty: 2369.822021
	Iteration 49Q: 3 clusters Score -311289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -311289.531250 Penalty: 2369.822021
	Iteration 50Q: 3 clusters Score -311289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -311289.875000 Penalty: 2369.822021
	Iteration 51Q: 3 clusters Score -311289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -311291.093750 Penalty: 2369.822021
	Iteration 52Q: 3 clusters Score -311291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -311291.031250 Penalty: 2369.822021
	Iteration 53Q: 3 clusters Score -311291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -311291.031250 Penalty: 2369.822021
	Iteration 54F: 3 clusters Score -311291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Entering Unmasked Estep 
Score: -7398942.000000 Penalty: 1644.622681
	Iteration 0F: 2 clusters Score -7398942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -7357894.000000 Penalty: 3289.245361
	Iteration 0F: 3 clusters Score -7357894 nChanged 29430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -7374408.000000 Penalty: 3289.245361
	Iteration 1F: 3 clusters Score -7374408 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7375017.000000 Penalty: 3289.245361
	Iteration 2Q: 3 clusters Score -7375017 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -7375727.500000 Penalty: 3289.245361
	Iteration 3Q: 3 clusters Score -7375728 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -7376640.500000 Penalty: 3289.245361
	Iteration 4Q: 3 clusters Score -7376640 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -7378091.000000 Penalty: 3289.245361
	Iteration 5Q: 3 clusters Score -7378091 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -7380500.000000 Penalty: 3289.245361
	Iteration 6F: 3 clusters Score -7380500 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -7384210.000000 Penalty: 3289.245361
	Iteration 7F: 3 clusters Score -7384210 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -7389077.000000 Penalty: 3289.245361
	Iteration 8F: 3 clusters Score -7389077 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7393440.000000 Penalty: 3289.245361
	Iteration 9F: 3 clusters Score -7393440 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7396009.000000 Penalty: 3289.245361
	Iteration 10Q: 3 clusters Score -7396009 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7397027.000000 Penalty: 3289.245361
	Iteration 11Q: 3 clusters Score -7397027 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7397345.500000 Penalty: 3289.245361
	Iteration 12Q: 3 clusters Score -7397346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7397513.000000 Penalty: 3289.245361
	Iteration 13Q: 3 clusters Score -7397513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7397581.500000 Penalty: 3289.245361
	Iteration 14Q: 3 clusters Score -7397582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7397623.500000 Penalty: 3289.245361
	Iteration 15Q: 3 clusters Score -7397624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7397654.000000 Penalty: 3289.245361
	Iteration 16Q: 3 clusters Score -7397654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7397667.500000 Penalty: 3289.245361
	Iteration 17Q: 3 clusters Score -7397668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7397670.500000 Penalty: 3289.245361
	Iteration 18Q: 3 clusters Score -7397670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7397673.500000 Penalty: 3289.245361
	Iteration 19Q: 3 clusters Score -7397674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7397676.500000 Penalty: 3289.245361
	Iteration 20F: 3 clusters Score -7397676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7397679.500000 Penalty: 3289.245361
	Iteration 21Q: 3 clusters Score -7397680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7397681.000000 Penalty: 3289.245361
	Iteration 22Q: 3 clusters Score -7397681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7397685.000000 Penalty: 3289.245361
	Iteration 23Q: 3 clusters Score -7397685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7397689.000000 Penalty: 3289.245361
	Iteration 24Q: 3 clusters Score -7397689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7397689.000000 Penalty: 3289.245361
	Iteration 25F: 3 clusters Score -7397689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Entering Unmasked Estep 
Score: -1159647.500000 Penalty: 1368.310181
	Iteration 0F: 2 clusters Score -1159648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1152940.125000 Penalty: 2736.620361
	Iteration 0F: 3 clusters Score -1152940 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1155069.625000 Penalty: 2736.620361
	Iteration 1F: 3 clusters Score -1155070 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1155359.125000 Penalty: 2736.620361
	Iteration 2F: 3 clusters Score -1155359 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1155559.750000 Penalty: 2736.620361
	Iteration 3Q: 3 clusters Score -1155560 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1155699.250000 Penalty: 2736.620361
	Iteration 4Q: 3 clusters Score -1155699 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1155829.875000 Penalty: 2736.620361
	Iteration 5Q: 3 clusters Score -1155830 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1155932.250000 Penalty: 2736.620361
	Iteration 6Q: 3 clusters Score -1155932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1156015.250000 Penalty: 2736.620361
	Iteration 7Q: 3 clusters Score -1156015 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1156103.875000 Penalty: 2736.620361
	Iteration 8Q: 3 clusters Score -1156104 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1156180.750000 Penalty: 2736.620361
	Iteration 9Q: 3 clusters Score -1156181 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1156248.750000 Penalty: 2736.620361
	Iteration 10Q: 3 clusters Score -1156249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1156315.625000 Penalty: 2736.620361
	Iteration 11Q: 3 clusters Score -1156316 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1156398.125000 Penalty: 2736.620361
	Iteration 12Q: 3 clusters Score -1156398 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1156503.375000 Penalty: 2736.620361
	Iteration 13Q: 3 clusters Score -1156503 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1156635.125000 Penalty: 2736.620361
	Iteration 14Q: 3 clusters Score -1156635 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1156785.875000 Penalty: 2736.620361
	Iteration 15Q: 3 clusters Score -1156786 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1156956.250000 Penalty: 2736.620361
	Iteration 16Q: 3 clusters Score -1156956 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1157174.750000 Penalty: 2736.620361
	Iteration 17Q: 3 clusters Score -1157175 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1157422.250000 Penalty: 2736.620361
	Iteration 18Q: 3 clusters Score -1157422 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1157646.625000 Penalty: 2736.620361
	Iteration 19Q: 3 clusters Score -1157647 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1157883.625000 Penalty: 2736.620361
	Iteration 20F: 3 clusters Score -1157884 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1158080.125000 Penalty: 2736.620361
	Iteration 21Q: 3 clusters Score -1158080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1158236.375000 Penalty: 2736.620361
	Iteration 22Q: 3 clusters Score -1158236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1158348.500000 Penalty: 2736.620361
	Iteration 23Q: 3 clusters Score -1158348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1158426.375000 Penalty: 2736.620361
	Iteration 24Q: 3 clusters Score -1158426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1158489.250000 Penalty: 2736.620361
	Iteration 25Q: 3 clusters Score -1158489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1158533.625000 Penalty: 2736.620361
	Iteration 26Q: 3 clusters Score -1158534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1158560.000000 Penalty: 2736.620361
	Iteration 27Q: 3 clusters Score -1158560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1158580.375000 Penalty: 2736.620361
	Iteration 28Q: 3 clusters Score -1158580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1158591.125000 Penalty: 2736.620361
	Iteration 29Q: 3 clusters Score -1158591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1158603.000000 Penalty: 2736.620361
	Iteration 30Q: 3 clusters Score -1158603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1158606.125000 Penalty: 2736.620361
	Iteration 31Q: 3 clusters Score -1158606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1158608.250000 Penalty: 2736.620361
	Iteration 32Q: 3 clusters Score -1158608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1158610.875000 Penalty: 2736.620361
	Iteration 33Q: 3 clusters Score -1158611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1158615.625000 Penalty: 2736.620361
	Iteration 34Q: 3 clusters Score -1158616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1158625.500000 Penalty: 2736.620361
	Iteration 35Q: 3 clusters Score -1158626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1158626.250000 Penalty: 2736.620361
	Iteration 36Q: 3 clusters Score -1158626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1158627.375000 Penalty: 2736.620361
	Iteration 37Q: 3 clusters Score -1158627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1158628.000000 Penalty: 2736.620361
	Iteration 38Q: 3 clusters Score -1158628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1158628.250000 Penalty: 2736.620361
	Iteration 39Q: 3 clusters Score -1158628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1158628.625000 Penalty: 2736.620361
	Iteration 40F: 3 clusters Score -1158629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Entering Unmasked Estep 
Score: -7286455.000000 Penalty: 1646.483154
	Iteration 0F: 2 clusters Score -7286455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -7244894.500000 Penalty: 3292.966309
	Iteration 0F: 3 clusters Score -7244894 nChanged 29870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -7261699.000000 Penalty: 3292.966309
	Iteration 1F: 3 clusters Score -7261699 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -7262630.000000 Penalty: 3292.966309
	Iteration 2Q: 3 clusters Score -7262630 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -7263700.000000 Penalty: 3292.966309
	Iteration 3Q: 3 clusters Score -7263700 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -7265034.000000 Penalty: 3292.966309
	Iteration 4Q: 3 clusters Score -7265034 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7266882.000000 Penalty: 3292.966309
	Iteration 5F: 3 clusters Score -7266882 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7269204.000000 Penalty: 3292.966309
	Iteration 6F: 3 clusters Score -7269204 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -7271897.000000 Penalty: 3292.966309
	Iteration 7F: 3 clusters Score -7271897 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -7274880.000000 Penalty: 3292.966309
	Iteration 8F: 3 clusters Score -7274880 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -7277594.000000 Penalty: 3292.966309
	Iteration 9F: 3 clusters Score -7277594 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -7279660.000000 Penalty: 3292.966309
	Iteration 10Q: 3 clusters Score -7279660 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7281153.500000 Penalty: 3292.966309
	Iteration 11Q: 3 clusters Score -7281154 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -7282122.000000 Penalty: 3292.966309
	Iteration 12Q: 3 clusters Score -7282122 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -7282965.000000 Penalty: 3292.966309
	Iteration 13Q: 3 clusters Score -7282965 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -7283576.000000 Penalty: 3292.966309
	Iteration 14Q: 3 clusters Score -7283576 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -7284112.500000 Penalty: 3292.966309
	Iteration 15Q: 3 clusters Score -7284112 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7284568.500000 Penalty: 3292.966309
	Iteration 16Q: 3 clusters Score -7284568 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -7284935.500000 Penalty: 3292.966309
	Iteration 17Q: 3 clusters Score -7284936 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7285240.000000 Penalty: 3292.966309
	Iteration 18Q: 3 clusters Score -7285240 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -7285423.000000 Penalty: 3292.966309
	Iteration 19Q: 3 clusters Score -7285423 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -7285558.500000 Penalty: 3292.966309
	Iteration 20F: 3 clusters Score -7285558 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -7285668.000000 Penalty: 3292.966309
	Iteration 21Q: 3 clusters Score -7285668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -7285763.000000 Penalty: 3292.966309
	Iteration 22Q: 3 clusters Score -7285763 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -7285807.500000 Penalty: 3292.966309
	Iteration 23Q: 3 clusters Score -7285808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -7285842.500000 Penalty: 3292.966309
	Iteration 24Q: 3 clusters Score -7285842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -7285862.500000 Penalty: 3292.966309
	Iteration 25Q: 3 clusters Score -7285862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -7285885.500000 Penalty: 3292.966309
	Iteration 26Q: 3 clusters Score -7285886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -7285925.000000 Penalty: 3292.966309
	Iteration 27Q: 3 clusters Score -7285925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -7285939.500000 Penalty: 3292.966309
	Iteration 28Q: 3 clusters Score -7285940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -7285938.000000 Penalty: 3292.966309
	Iteration 29Q: 3 clusters Score -7285938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -7285945.000000 Penalty: 3292.966309
	Iteration 30Q: 3 clusters Score -7285945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -7285963.500000 Penalty: 3292.966309
	Iteration 31Q: 3 clusters Score -7285964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -7285978.000000 Penalty: 3292.966309
	Iteration 32Q: 3 clusters Score -7285978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -7285985.000000 Penalty: 3292.966309
	Iteration 33Q: 3 clusters Score -7285985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7285989.500000 Penalty: 3292.966309
	Iteration 34Q: 3 clusters Score -7285990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -7285999.000000 Penalty: 3292.966309
	Iteration 35Q: 3 clusters Score -7285999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -7286014.500000 Penalty: 3292.966309
	Iteration 36Q: 3 clusters Score -7286014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -7286017.000000 Penalty: 3292.966309
	Iteration 37Q: 3 clusters Score -7286017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -7286024.500000 Penalty: 3292.966309
	Iteration 38Q: 3 clusters Score -7286024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7286024.500000 Penalty: 3292.966309
	Iteration 39Q: 3 clusters Score -7286024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -7286037.000000 Penalty: 3292.966309
	Iteration 40F: 3 clusters Score -7286037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -7286033.500000 Penalty: 3292.966309
	Iteration 41Q: 3 clusters Score -7286034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -7286041.000000 Penalty: 3292.966309
	Iteration 42Q: 3 clusters Score -7286041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -7286038.500000 Penalty: 3292.966309
	Iteration 43Q: 3 clusters Score -7286038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -7286046.000000 Penalty: 3292.966309
	Iteration 44Q: 3 clusters Score -7286046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -7286046.000000 Penalty: 3292.966309
	Iteration 45Q: 3 clusters Score -7286046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -7286051.500000 Penalty: 3292.966309
	Iteration 46Q: 3 clusters Score -7286052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -7286048.500000 Penalty: 3292.966309
	Iteration 47Q: 3 clusters Score -7286048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -7286052.500000 Penalty: 3292.966309
	Iteration 48Q: 3 clusters Score -7286052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -7286049.500000 Penalty: 3292.966309
	Iteration 49Q: 3 clusters Score -7286050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -7286051.500000 Penalty: 3292.966309
	Iteration 50Q: 3 clusters Score -7286052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -7286053.500000 Penalty: 3292.966309
	Iteration 51Q: 3 clusters Score -7286054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -7286051.500000 Penalty: 3292.966309
	Iteration 52Q: 3 clusters Score -7286052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -7286054.500000 Penalty: 3292.966309
	Iteration 53Q: 3 clusters Score -7286054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -7286054.500000 Penalty: 3292.966309
	Iteration 54F: 3 clusters Score -7286054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -557291.062500 Penalty: 1271.438599
	Iteration 0F: 2 clusters Score -557291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -553489.562500 Penalty: 2542.877197
	Iteration 0F: 3 clusters Score -553489.6 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -554620.000000 Penalty: 2542.877197
	Iteration 1F: 3 clusters Score -554620 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -554870.062500 Penalty: 2542.877197
	Iteration 2F: 3 clusters Score -554870.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -555018.312500 Penalty: 2542.877197
	Iteration 3F: 3 clusters Score -555018.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -555125.312500 Penalty: 2542.877197
	Iteration 4Q: 3 clusters Score -555125.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -555202.187500 Penalty: 2542.877197
	Iteration 5Q: 3 clusters Score -555202.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -555264.750000 Penalty: 2542.877197
	Iteration 6Q: 3 clusters Score -555264.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -555321.250000 Penalty: 2542.877197
	Iteration 7Q: 3 clusters Score -555321.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -555377.062500 Penalty: 2542.877197
	Iteration 8Q: 3 clusters Score -555377.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -555437.562500 Penalty: 2542.877197
	Iteration 9Q: 3 clusters Score -555437.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -555497.812500 Penalty: 2542.877197
	Iteration 10Q: 3 clusters Score -555497.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -555576.000000 Penalty: 2542.877197
	Iteration 11Q: 3 clusters Score -555576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -555663.625000 Penalty: 2542.877197
	Iteration 12Q: 3 clusters Score -555663.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -555745.062500 Penalty: 2542.877197
	Iteration 13Q: 3 clusters Score -555745.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -555841.625000 Penalty: 2542.877197
	Iteration 14Q: 3 clusters Score -555841.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -555920.687500 Penalty: 2542.877197
	Iteration 15Q: 3 clusters Score -555920.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -555997.937500 Penalty: 2542.877197
	Iteration 16Q: 3 clusters Score -555997.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -556061.750000 Penalty: 2542.877197
	Iteration 17Q: 3 clusters Score -556061.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -556123.312500 Penalty: 2542.877197
	Iteration 18Q: 3 clusters Score -556123.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -556173.437500 Penalty: 2542.877197
	Iteration 19Q: 3 clusters Score -556173.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -556217.187500 Penalty: 2542.877197
	Iteration 20F: 3 clusters Score -556217.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -556256.125000 Penalty: 2542.877197
	Iteration 21Q: 3 clusters Score -556256.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -556294.500000 Penalty: 2542.877197
	Iteration 22Q: 3 clusters Score -556294.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -556327.562500 Penalty: 2542.877197
	Iteration 23Q: 3 clusters Score -556327.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -556368.875000 Penalty: 2542.877197
	Iteration 24Q: 3 clusters Score -556368.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -556407.562500 Penalty: 2542.877197
	Iteration 25Q: 3 clusters Score -556407.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -556431.562500 Penalty: 2542.877197
	Iteration 26Q: 3 clusters Score -556431.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -556461.875000 Penalty: 2542.877197
	Iteration 27Q: 3 clusters Score -556461.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -556493.375000 Penalty: 2542.877197
	Iteration 28Q: 3 clusters Score -556493.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -556519.937500 Penalty: 2542.877197
	Iteration 29Q: 3 clusters Score -556519.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -556540.687500 Penalty: 2542.877197
	Iteration 30Q: 3 clusters Score -556540.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -556565.812500 Penalty: 2542.877197
	Iteration 31Q: 3 clusters Score -556565.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -556582.312500 Penalty: 2542.877197
	Iteration 32Q: 3 clusters Score -556582.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -556593.375000 Penalty: 2542.877197
	Iteration 33Q: 3 clusters Score -556593.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -556602.750000 Penalty: 2542.877197
	Iteration 34Q: 3 clusters Score -556602.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -556610.187500 Penalty: 2542.877197
	Iteration 35Q: 3 clusters Score -556610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -556617.500000 Penalty: 2542.877197
	Iteration 36Q: 3 clusters Score -556617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -556622.500000 Penalty: 2542.877197
	Iteration 37Q: 3 clusters Score -556622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -556624.812500 Penalty: 2542.877197
	Iteration 38Q: 3 clusters Score -556624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -556628.562500 Penalty: 2542.877197
	Iteration 39Q: 3 clusters Score -556628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -556633.625000 Penalty: 2542.877197
	Iteration 40F: 3 clusters Score -556633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -556637.312500 Penalty: 2542.877197
	Iteration 41Q: 3 clusters Score -556637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -556642.875000 Penalty: 2542.877197
	Iteration 42Q: 3 clusters Score -556642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -556648.812500 Penalty: 2542.877197
	Iteration 43Q: 3 clusters Score -556648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -556654.437500 Penalty: 2542.877197
	Iteration 44Q: 3 clusters Score -556654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -556659.250000 Penalty: 2542.877197
	Iteration 45Q: 3 clusters Score -556659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -556663.562500 Penalty: 2542.877197
	Iteration 46Q: 3 clusters Score -556663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -556666.625000 Penalty: 2542.877197
	Iteration 47Q: 3 clusters Score -556666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -556669.875000 Penalty: 2542.877197
	Iteration 48Q: 3 clusters Score -556669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -556671.437500 Penalty: 2542.877197
	Iteration 49Q: 3 clusters Score -556671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -556672.812500 Penalty: 2542.877197
	Iteration 50Q: 3 clusters Score -556672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -556674.750000 Penalty: 2542.877197
	Iteration 51Q: 3 clusters Score -556674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -556678.000000 Penalty: 2542.877197
	Iteration 52Q: 3 clusters Score -556678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -556678.500000 Penalty: 2542.877197
	Iteration 53Q: 3 clusters Score -556678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -556679.500000 Penalty: 2542.877197
	Iteration 54Q: 3 clusters Score -556679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -556679.625000 Penalty: 2542.877197
	Iteration 55Q: 3 clusters Score -556679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -556680.562500 Penalty: 2542.877197
	Iteration 56Q: 3 clusters Score -556680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -556681.250000 Penalty: 2542.877197
	Iteration 57Q: 3 clusters Score -556681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -556681.250000 Penalty: 2542.877197
	Iteration 58F: 3 clusters Score -556681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (90090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Entering Unmasked Estep 
Score: -10443254.000000 Penalty: 1697.594482
	Iteration 0F: 2 clusters Score -1.044325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -10385383.000000 Penalty: 3395.188965
	Iteration 0F: 3 clusters Score -1.038538e+07 nChanged 42644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -10409974.000000 Penalty: 3395.188965
	Iteration 1F: 3 clusters Score -1.040997e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -10410892.000000 Penalty: 3395.188965
	Iteration 2Q: 3 clusters Score -1.041089e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -10411796.000000 Penalty: 3395.188965
	Iteration 3Q: 3 clusters Score -1.04118e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -10412793.000000 Penalty: 3395.188965
	Iteration 4Q: 3 clusters Score -1.041279e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -10413741.000000 Penalty: 3395.188965
	Iteration 5Q: 3 clusters Score -1.041374e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -10414827.000000 Penalty: 3395.188965
	Iteration 6Q: 3 clusters Score -1.041483e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -10416147.000000 Penalty: 3395.188965
	Iteration 7Q: 3 clusters Score -1.041615e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -10417591.000000 Penalty: 3395.188965
	Iteration 8Q: 3 clusters Score -1.041759e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -10419317.000000 Penalty: 3395.188965
	Iteration 9Q: 3 clusters Score -1.041932e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -10421459.000000 Penalty: 3395.188965
	Iteration 10Q: 3 clusters Score -1.042146e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -10423750.000000 Penalty: 3395.188965
	Iteration 11Q: 3 clusters Score -1.042375e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -10425971.000000 Penalty: 3395.188965
	Iteration 12Q: 3 clusters Score -1.042597e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -10427773.000000 Penalty: 3395.188965
	Iteration 13Q: 3 clusters Score -1.042777e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -10428641.000000 Penalty: 3395.188965
	Iteration 14Q: 3 clusters Score -1.042864e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -10429114.000000 Penalty: 3395.188965
	Iteration 15Q: 3 clusters Score -1.042911e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -10429521.000000 Penalty: 3395.188965
	Iteration 16Q: 3 clusters Score -1.042952e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -10429710.000000 Penalty: 3395.188965
	Iteration 17Q: 3 clusters Score -1.042971e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -10429966.000000 Penalty: 3395.188965
	Iteration 18Q: 3 clusters Score -1.042997e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -10430127.000000 Penalty: 3395.188965
	Iteration 19Q: 3 clusters Score -1.043013e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -10430401.000000 Penalty: 3395.188965
	Iteration 20F: 3 clusters Score -1.04304e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -10430646.000000 Penalty: 3395.188965
	Iteration 21Q: 3 clusters Score -1.043065e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -10430984.000000 Penalty: 3395.188965
	Iteration 22Q: 3 clusters Score -1.043098e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -10431301.000000 Penalty: 3395.188965
	Iteration 23Q: 3 clusters Score -1.04313e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -10431651.000000 Penalty: 3395.188965
	Iteration 24Q: 3 clusters Score -1.043165e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -10432022.000000 Penalty: 3395.188965
	Iteration 25Q: 3 clusters Score -1.043202e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -10432454.000000 Penalty: 3395.188965
	Iteration 26Q: 3 clusters Score -1.043245e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -10432963.000000 Penalty: 3395.188965
	Iteration 27Q: 3 clusters Score -1.043296e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -10433511.000000 Penalty: 3395.188965
	Iteration 28Q: 3 clusters Score -1.043351e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -10434160.000000 Penalty: 3395.188965
	Iteration 29Q: 3 clusters Score -1.043416e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -10434860.000000 Penalty: 3395.188965
	Iteration 30Q: 3 clusters Score -1.043486e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -10435693.000000 Penalty: 3395.188965
	Iteration 31Q: 3 clusters Score -1.043569e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -10436638.000000 Penalty: 3395.188965
	Iteration 32Q: 3 clusters Score -1.043664e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -10437631.000000 Penalty: 3395.188965
	Iteration 33Q: 3 clusters Score -1.043763e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -10438693.000000 Penalty: 3395.188965
	Iteration 34Q: 3 clusters Score -1.043869e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -10439598.000000 Penalty: 3395.188965
	Iteration 35Q: 3 clusters Score -1.04396e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -10440418.000000 Penalty: 3395.188965
	Iteration 36Q: 3 clusters Score -1.044042e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -10441169.000000 Penalty: 3395.188965
	Iteration 37Q: 3 clusters Score -1.044117e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -10441815.000000 Penalty: 3395.188965
	Iteration 38Q: 3 clusters Score -1.044182e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -10442349.000000 Penalty: 3395.188965
	Iteration 39Q: 3 clusters Score -1.044235e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -10442917.000000 Penalty: 3395.188965
	Iteration 40F: 3 clusters Score -1.044292e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -10443318.000000 Penalty: 3395.188965
	Iteration 41Q: 3 clusters Score -1.044332e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -10443719.000000 Penalty: 3395.188965
	Iteration 42Q: 3 clusters Score -1.044372e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -10444025.000000 Penalty: 3395.188965
	Iteration 43Q: 3 clusters Score -1.044402e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -10444202.000000 Penalty: 3395.188965
	Iteration 44Q: 3 clusters Score -1.04442e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -10444370.000000 Penalty: 3395.188965
	Iteration 45Q: 3 clusters Score -1.044437e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -10444425.000000 Penalty: 3395.188965
	Iteration 46Q: 3 clusters Score -1.044442e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -10444526.000000 Penalty: 3395.188965
	Iteration 47Q: 3 clusters Score -1.044453e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -10444594.000000 Penalty: 3395.188965
	Iteration 48Q: 3 clusters Score -1.044459e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -10444617.000000 Penalty: 3395.188965
	Iteration 49Q: 3 clusters Score -1.044462e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -10444650.000000 Penalty: 3395.188965
	Iteration 50Q: 3 clusters Score -1.044465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -10444658.000000 Penalty: 3395.188965
	Iteration 51Q: 3 clusters Score -1.044466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -10444681.000000 Penalty: 3395.188965
	Iteration 52Q: 3 clusters Score -1.044468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -10444680.000000 Penalty: 3395.188965
	Iteration 53Q: 3 clusters Score -1.044468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -10444696.000000 Penalty: 3395.188965
	Iteration 54Q: 3 clusters Score -1.04447e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -10444698.000000 Penalty: 3395.188965
	Iteration 55Q: 3 clusters Score -1.04447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -10444709.000000 Penalty: 3395.188965
	Iteration 56Q: 3 clusters Score -1.044471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -10444700.000000 Penalty: 3395.188965
	Iteration 57Q: 3 clusters Score -1.04447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -10444709.000000 Penalty: 3395.188965
	Iteration 58Q: 3 clusters Score -1.044471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -10444703.000000 Penalty: 3395.188965
	Iteration 59Q: 3 clusters Score -1.04447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -10444736.000000 Penalty: 3395.188965
	Iteration 60F: 3 clusters Score -1.044474e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -10444787.000000 Penalty: 3395.188965
	Iteration 61Q: 3 clusters Score -1.044479e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -10444831.000000 Penalty: 3395.188965
	Iteration 62Q: 3 clusters Score -1.044483e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -10444870.000000 Penalty: 3395.188965
	Iteration 63Q: 3 clusters Score -1.044487e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 87103 members 
Entering Unmasked Estep 
Score: -10444897.000000 Penalty: 3395.188965
	Iteration 64Q: 3 clusters Score -1.04449e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -10444923.000000 Penalty: 3395.188965
	Iteration 65Q: 3 clusters Score -1.044492e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10444951.000000 Penalty: 3395.188965
	Iteration 66Q: 3 clusters Score -1.044495e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -10444983.000000 Penalty: 3395.188965
	Iteration 67Q: 3 clusters Score -1.044498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -10444985.000000 Penalty: 3395.188965
	Iteration 68Q: 3 clusters Score -1.044498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -10444989.000000 Penalty: 3395.188965
	Iteration 69Q: 3 clusters Score -1.044499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -10444986.000000 Penalty: 3395.188965
	Iteration 70Q: 3 clusters Score -1.044499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -10444977.000000 Penalty: 3395.188965
	Iteration 71Q: 3 clusters Score -1.044498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -10444981.000000 Penalty: 3395.188965
	Iteration 72Q: 3 clusters Score -1.044498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -10444995.000000 Penalty: 3395.188965
	Iteration 73Q: 3 clusters Score -1.0445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -10444997.000000 Penalty: 3395.188965
	Iteration 74Q: 3 clusters Score -1.0445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -10444999.000000 Penalty: 3395.188965
	Iteration 75Q: 3 clusters Score -1.0445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -10445015.000000 Penalty: 3395.188965
	Iteration 76Q: 3 clusters Score -1.044502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -10445023.000000 Penalty: 3395.188965
	Iteration 77Q: 3 clusters Score -1.044502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -10445015.000000 Penalty: 3395.188965
	Iteration 78Q: 3 clusters Score -1.044502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -10445021.000000 Penalty: 3395.188965
	Iteration 79Q: 3 clusters Score -1.044502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -10445023.000000 Penalty: 3395.188965
	Iteration 80F: 3 clusters Score -1.044502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -10445020.000000 Penalty: 3395.188965
	Iteration 81Q: 3 clusters Score -1.044502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -10445024.000000 Penalty: 3395.188965
	Iteration 82Q: 3 clusters Score -1.044502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -10445027.000000 Penalty: 3395.188965
	Iteration 83Q: 3 clusters Score -1.044503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -10445031.000000 Penalty: 3395.188965
	Iteration 84Q: 3 clusters Score -1.044503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -10445027.000000 Penalty: 3395.188965
	Iteration 85Q: 3 clusters Score -1.044503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -10445038.000000 Penalty: 3395.188965
	Iteration 86Q: 3 clusters Score -1.044504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -10445045.000000 Penalty: 3395.188965
	Iteration 87Q: 3 clusters Score -1.044504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -10445042.000000 Penalty: 3395.188965
	Iteration 88Q: 3 clusters Score -1.044504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -10445041.000000 Penalty: 3395.188965
	Iteration 89Q: 3 clusters Score -1.044504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -10445042.000000 Penalty: 3395.188965
	Iteration 90Q: 3 clusters Score -1.044504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -10445056.000000 Penalty: 3395.188965
	Iteration 91Q: 3 clusters Score -1.044506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -10445054.000000 Penalty: 3395.188965
	Iteration 92Q: 3 clusters Score -1.044505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -10445061.000000 Penalty: 3395.188965
	Iteration 93Q: 3 clusters Score -1.044506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -10445064.000000 Penalty: 3395.188965
	Iteration 94Q: 3 clusters Score -1.044506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -10445064.000000 Penalty: 3395.188965
	Iteration 95Q: 3 clusters Score -1.044506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -10445069.000000 Penalty: 3395.188965
	Iteration 96Q: 3 clusters Score -1.044507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -10445068.000000 Penalty: 3395.188965
	Iteration 97Q: 3 clusters Score -1.044507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -10445068.000000 Penalty: 3395.188965
	Iteration 98F: 3 clusters Score -1.044507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49593 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20102 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63900 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 32046 members 
Mstep: Class 35 contains 25440 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5119 members 
Mstep: Class 45 contains 10970 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24937 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12482 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31659 members 
Mstep: Class 53 contains 25882 members 
Mstep: Class 54 contains 67214 members 
Mstep: Class 55 contains 3955 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16000 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2434 members 
Mstep: Class 63 contains 1633 members 
Mstep: Class 64 contains 86651 members 
Entering Unmasked Estep 
Score: -111085240.000000 Penalty: 131603.906250
Splitting cluster 33 changes total score from -111083656.000000 to -111085240.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 34 (32046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Entering Unmasked Estep 
Score: -3743604.500000 Penalty: 1543.789307
	Iteration 0F: 2 clusters Score -3743604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3722726.250000 Penalty: 3087.578613
	Iteration 0F: 3 clusters Score -3722726 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3730724.250000 Penalty: 3087.578613
	Iteration 1F: 3 clusters Score -3730724 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3731320.000000 Penalty: 3087.578613
	Iteration 2Q: 3 clusters Score -3731320 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3731934.750000 Penalty: 3087.578613
	Iteration 3Q: 3 clusters Score -3731935 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3732647.250000 Penalty: 3087.578613
	Iteration 4Q: 3 clusters Score -3732647 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3733619.000000 Penalty: 3087.578613
	Iteration 5F: 3 clusters Score -3733619 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3734906.500000 Penalty: 3087.578613
	Iteration 6F: 3 clusters Score -3734906 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3736453.750000 Penalty: 3087.578613
	Iteration 7F: 3 clusters Score -3736454 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3738034.250000 Penalty: 3087.578613
	Iteration 8F: 3 clusters Score -3738034 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3739481.000000 Penalty: 3087.578613
	Iteration 9F: 3 clusters Score -3739481 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3740536.000000 Penalty: 3087.578613
	Iteration 10Q: 3 clusters Score -3740536 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3741071.500000 Penalty: 3087.578613
	Iteration 11Q: 3 clusters Score -3741072 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3741417.500000 Penalty: 3087.578613
	Iteration 12Q: 3 clusters Score -3741418 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3741576.500000 Penalty: 3087.578613
	Iteration 13Q: 3 clusters Score -3741576 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3741666.750000 Penalty: 3087.578613
	Iteration 14Q: 3 clusters Score -3741667 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3741739.750000 Penalty: 3087.578613
	Iteration 15Q: 3 clusters Score -3741740 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3741797.500000 Penalty: 3087.578613
	Iteration 16Q: 3 clusters Score -3741798 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3741844.250000 Penalty: 3087.578613
	Iteration 17Q: 3 clusters Score -3741844 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3741937.000000 Penalty: 3087.578613
	Iteration 18Q: 3 clusters Score -3741937 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3741966.500000 Penalty: 3087.578613
	Iteration 19Q: 3 clusters Score -3741966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3741988.000000 Penalty: 3087.578613
	Iteration 20F: 3 clusters Score -3741988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3742000.750000 Penalty: 3087.578613
	Iteration 21Q: 3 clusters Score -3742001 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3742020.500000 Penalty: 3087.578613
	Iteration 22Q: 3 clusters Score -3742020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3742027.000000 Penalty: 3087.578613
	Iteration 23Q: 3 clusters Score -3742027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3742033.500000 Penalty: 3087.578613
	Iteration 24Q: 3 clusters Score -3742034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3742059.750000 Penalty: 3087.578613
	Iteration 25Q: 3 clusters Score -3742060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3742060.250000 Penalty: 3087.578613
	Iteration 26Q: 3 clusters Score -3742060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3742073.000000 Penalty: 3087.578613
	Iteration 27Q: 3 clusters Score -3742073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3742077.000000 Penalty: 3087.578613
	Iteration 28Q: 3 clusters Score -3742077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3742087.750000 Penalty: 3087.578613
	Iteration 29Q: 3 clusters Score -3742088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3742089.000000 Penalty: 3087.578613
	Iteration 30Q: 3 clusters Score -3742089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3742093.250000 Penalty: 3087.578613
	Iteration 31Q: 3 clusters Score -3742093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3742105.500000 Penalty: 3087.578613
	Iteration 32Q: 3 clusters Score -3742106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3742105.250000 Penalty: 3087.578613
	Iteration 33Q: 3 clusters Score -3742105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3742105.500000 Penalty: 3087.578613
	Iteration 34Q: 3 clusters Score -3742106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3742108.500000 Penalty: 3087.578613
	Iteration 35Q: 3 clusters Score -3742108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3742108.000000 Penalty: 3087.578613
	Iteration 36Q: 3 clusters Score -3742108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3742118.000000 Penalty: 3087.578613
	Iteration 37Q: 3 clusters Score -3742118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3742120.250000 Penalty: 3087.578613
	Iteration 38Q: 3 clusters Score -3742120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3742115.500000 Penalty: 3087.578613
	Iteration 39Q: 3 clusters Score -3742116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3742116.750000 Penalty: 3087.578613
	Iteration 40F: 3 clusters Score -3742117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3742116.000000 Penalty: 3087.578613
	Iteration 41Q: 3 clusters Score -3742116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3742121.750000 Penalty: 3087.578613
	Iteration 42Q: 3 clusters Score -3742122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3742132.000000 Penalty: 3087.578613
	Iteration 43Q: 3 clusters Score -3742132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3742141.250000 Penalty: 3087.578613
	Iteration 44Q: 3 clusters Score -3742141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3742136.500000 Penalty: 3087.578613
	Iteration 45Q: 3 clusters Score -3742136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3742136.750000 Penalty: 3087.578613
	Iteration 46Q: 3 clusters Score -3742137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3742147.750000 Penalty: 3087.578613
	Iteration 47Q: 3 clusters Score -3742148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3742151.250000 Penalty: 3087.578613
	Iteration 48Q: 3 clusters Score -3742151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3742155.250000 Penalty: 3087.578613
	Iteration 49Q: 3 clusters Score -3742155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3742154.750000 Penalty: 3087.578613
	Iteration 50Q: 3 clusters Score -3742155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3742167.750000 Penalty: 3087.578613
	Iteration 51Q: 3 clusters Score -3742168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3742163.250000 Penalty: 3087.578613
	Iteration 52Q: 3 clusters Score -3742163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3742165.500000 Penalty: 3087.578613
	Iteration 53Q: 3 clusters Score -3742166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3742163.000000 Penalty: 3087.578613
	Iteration 54Q: 3 clusters Score -3742163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3742165.750000 Penalty: 3087.578613
	Iteration 55Q: 3 clusters Score -3742166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3742166.750000 Penalty: 3087.578613
	Iteration 56Q: 3 clusters Score -3742167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3742172.750000 Penalty: 3087.578613
	Iteration 57Q: 3 clusters Score -3742173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3742173.750000 Penalty: 3087.578613
	Iteration 58Q: 3 clusters Score -3742174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3742179.500000 Penalty: 3087.578613
	Iteration 59Q: 3 clusters Score -3742180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3742177.250000 Penalty: 3087.578613
	Iteration 60F: 3 clusters Score -3742177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3742179.000000 Penalty: 3087.578613
	Iteration 61Q: 3 clusters Score -3742179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3742172.250000 Penalty: 3087.578613
	Iteration 62Q: 3 clusters Score -3742172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3742175.250000 Penalty: 3087.578613
	Iteration 63Q: 3 clusters Score -3742175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3742182.000000 Penalty: 3087.578613
	Iteration 64Q: 3 clusters Score -3742182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3742177.750000 Penalty: 3087.578613
	Iteration 65Q: 3 clusters Score -3742178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3742177.000000 Penalty: 3087.578613
	Iteration 66Q: 3 clusters Score -3742177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3742173.250000 Penalty: 3087.578613
	Iteration 67Q: 3 clusters Score -3742173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3742185.250000 Penalty: 3087.578613
	Iteration 68Q: 3 clusters Score -3742185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3742181.750000 Penalty: 3087.578613
	Iteration 69Q: 3 clusters Score -3742182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3742189.250000 Penalty: 3087.578613
	Iteration 70Q: 3 clusters Score -3742189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3742188.000000 Penalty: 3087.578613
	Iteration 71Q: 3 clusters Score -3742188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3742194.750000 Penalty: 3087.578613
	Iteration 72Q: 3 clusters Score -3742195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3742192.500000 Penalty: 3087.578613
	Iteration 73Q: 3 clusters Score -3742192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3742193.250000 Penalty: 3087.578613
	Iteration 74Q: 3 clusters Score -3742193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3742196.500000 Penalty: 3087.578613
	Iteration 75Q: 3 clusters Score -3742196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3742194.250000 Penalty: 3087.578613
	Iteration 76Q: 3 clusters Score -3742194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3742199.750000 Penalty: 3087.578613
	Iteration 77Q: 3 clusters Score -3742200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3742196.250000 Penalty: 3087.578613
	Iteration 78Q: 3 clusters Score -3742196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3742196.250000 Penalty: 3087.578613
	Iteration 79F: 3 clusters Score -3742196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Entering Unmasked Estep 
Score: -2820949.250000 Penalty: 1509.438843
	Iteration 0F: 2 clusters Score -2820949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2804369.500000 Penalty: 3018.877686
	Iteration 0F: 3 clusters Score -2804370 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2810506.000000 Penalty: 3018.877686
	Iteration 1F: 3 clusters Score -2810506 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2811119.500000 Penalty: 3018.877686
	Iteration 2F: 3 clusters Score -2811120 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2811764.500000 Penalty: 3018.877686
	Iteration 3F: 3 clusters Score -2811764 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2812494.500000 Penalty: 3018.877686
	Iteration 4F: 3 clusters Score -2812494 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2813318.500000 Penalty: 3018.877686
	Iteration 5F: 3 clusters Score -2813318 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2814291.500000 Penalty: 3018.877686
	Iteration 6F: 3 clusters Score -2814292 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2815384.500000 Penalty: 3018.877686
	Iteration 7F: 3 clusters Score -2815384 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2816538.250000 Penalty: 3018.877686
	Iteration 8F: 3 clusters Score -2816538 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2817514.750000 Penalty: 3018.877686
	Iteration 9Q: 3 clusters Score -2817515 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2818169.000000 Penalty: 3018.877686
	Iteration 10Q: 3 clusters Score -2818169 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2818586.250000 Penalty: 3018.877686
	Iteration 11Q: 3 clusters Score -2818586 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2818869.750000 Penalty: 3018.877686
	Iteration 12Q: 3 clusters Score -2818870 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2819111.250000 Penalty: 3018.877686
	Iteration 13Q: 3 clusters Score -2819111 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2819323.500000 Penalty: 3018.877686
	Iteration 14Q: 3 clusters Score -2819324 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2819478.500000 Penalty: 3018.877686
	Iteration 15Q: 3 clusters Score -2819478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2819602.250000 Penalty: 3018.877686
	Iteration 16Q: 3 clusters Score -2819602 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2819698.750000 Penalty: 3018.877686
	Iteration 17Q: 3 clusters Score -2819699 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2819772.000000 Penalty: 3018.877686
	Iteration 18Q: 3 clusters Score -2819772 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2819848.000000 Penalty: 3018.877686
	Iteration 19Q: 3 clusters Score -2819848 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2819883.750000 Penalty: 3018.877686
	Iteration 20F: 3 clusters Score -2819884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2819916.000000 Penalty: 3018.877686
	Iteration 21Q: 3 clusters Score -2819916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2819947.500000 Penalty: 3018.877686
	Iteration 22Q: 3 clusters Score -2819948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2819983.250000 Penalty: 3018.877686
	Iteration 23Q: 3 clusters Score -2819983 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2819999.250000 Penalty: 3018.877686
	Iteration 24Q: 3 clusters Score -2819999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2820012.250000 Penalty: 3018.877686
	Iteration 25Q: 3 clusters Score -2820012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2820033.250000 Penalty: 3018.877686
	Iteration 26Q: 3 clusters Score -2820033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2820062.250000 Penalty: 3018.877686
	Iteration 27Q: 3 clusters Score -2820062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2820073.500000 Penalty: 3018.877686
	Iteration 28Q: 3 clusters Score -2820074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2820083.750000 Penalty: 3018.877686
	Iteration 29Q: 3 clusters Score -2820084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2820092.500000 Penalty: 3018.877686
	Iteration 30Q: 3 clusters Score -2820092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2820101.750000 Penalty: 3018.877686
	Iteration 31Q: 3 clusters Score -2820102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2820114.500000 Penalty: 3018.877686
	Iteration 32Q: 3 clusters Score -2820114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2820119.500000 Penalty: 3018.877686
	Iteration 33Q: 3 clusters Score -2820120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2820127.250000 Penalty: 3018.877686
	Iteration 34Q: 3 clusters Score -2820127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2820128.250000 Penalty: 3018.877686
	Iteration 35Q: 3 clusters Score -2820128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2820131.750000 Penalty: 3018.877686
	Iteration 36Q: 3 clusters Score -2820132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2820135.750000 Penalty: 3018.877686
	Iteration 37Q: 3 clusters Score -2820136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2820139.000000 Penalty: 3018.877686
	Iteration 38Q: 3 clusters Score -2820139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2820138.250000 Penalty: 3018.877686
	Iteration 39Q: 3 clusters Score -2820138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2820141.500000 Penalty: 3018.877686
	Iteration 40F: 3 clusters Score -2820142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2820141.000000 Penalty: 3018.877686
	Iteration 41Q: 3 clusters Score -2820141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2820142.750000 Penalty: 3018.877686
	Iteration 42Q: 3 clusters Score -2820143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2820142.000000 Penalty: 3018.877686
	Iteration 43Q: 3 clusters Score -2820142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2820146.750000 Penalty: 3018.877686
	Iteration 44Q: 3 clusters Score -2820147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2820146.250000 Penalty: 3018.877686
	Iteration 45Q: 3 clusters Score -2820146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2820145.750000 Penalty: 3018.877686
	Iteration 46Q: 3 clusters Score -2820146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2820142.750000 Penalty: 3018.877686
	Iteration 47Q: 3 clusters Score -2820143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2820150.000000 Penalty: 3018.877686
	Iteration 48Q: 3 clusters Score -2820150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2820152.500000 Penalty: 3018.877686
	Iteration 49Q: 3 clusters Score -2820152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2820143.500000 Penalty: 3018.877686
	Iteration 50Q: 3 clusters Score -2820144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2820143.750000 Penalty: 3018.877686
	Iteration 51Q: 3 clusters Score -2820144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2820148.500000 Penalty: 3018.877686
	Iteration 52Q: 3 clusters Score -2820148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2820148.500000 Penalty: 3018.877686
	Iteration 53F: 3 clusters Score -2820148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Entering Unmasked Estep 
Score: -1094305.125000 Penalty: 1367.962402
	Iteration 0F: 2 clusters Score -1094305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1087648.375000 Penalty: 2735.924805
	Iteration 0F: 3 clusters Score -1087648 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1089807.000000 Penalty: 2735.924805
	Iteration 1F: 3 clusters Score -1089807 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1090087.500000 Penalty: 2735.924805
	Iteration 2F: 3 clusters Score -1090088 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1090289.750000 Penalty: 2735.924805
	Iteration 3Q: 3 clusters Score -1090290 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1090457.750000 Penalty: 2735.924805
	Iteration 4Q: 3 clusters Score -1090458 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1090613.250000 Penalty: 2735.924805
	Iteration 5Q: 3 clusters Score -1090613 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1090769.625000 Penalty: 2735.924805
	Iteration 6Q: 3 clusters Score -1090770 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1090884.250000 Penalty: 2735.924805
	Iteration 7Q: 3 clusters Score -1090884 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1090987.375000 Penalty: 2735.924805
	Iteration 8Q: 3 clusters Score -1090987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1091099.125000 Penalty: 2735.924805
	Iteration 9Q: 3 clusters Score -1091099 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1091222.125000 Penalty: 2735.924805
	Iteration 10Q: 3 clusters Score -1091222 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1091367.000000 Penalty: 2735.924805
	Iteration 11Q: 3 clusters Score -1091367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1091502.125000 Penalty: 2735.924805
	Iteration 12Q: 3 clusters Score -1091502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1091653.625000 Penalty: 2735.924805
	Iteration 13Q: 3 clusters Score -1091654 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1091791.125000 Penalty: 2735.924805
	Iteration 14Q: 3 clusters Score -1091791 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1091975.875000 Penalty: 2735.924805
	Iteration 15Q: 3 clusters Score -1091976 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1092156.625000 Penalty: 2735.924805
	Iteration 16Q: 3 clusters Score -1092157 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1092332.500000 Penalty: 2735.924805
	Iteration 17Q: 3 clusters Score -1092332 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1092496.500000 Penalty: 2735.924805
	Iteration 18Q: 3 clusters Score -1092496 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1092616.000000 Penalty: 2735.924805
	Iteration 19Q: 3 clusters Score -1092616 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1092705.750000 Penalty: 2735.924805
	Iteration 20F: 3 clusters Score -1092706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1092778.250000 Penalty: 2735.924805
	Iteration 21Q: 3 clusters Score -1092778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1092838.125000 Penalty: 2735.924805
	Iteration 22Q: 3 clusters Score -1092838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1092882.500000 Penalty: 2735.924805
	Iteration 23Q: 3 clusters Score -1092882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1092926.125000 Penalty: 2735.924805
	Iteration 24Q: 3 clusters Score -1092926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1092976.000000 Penalty: 2735.924805
	Iteration 25Q: 3 clusters Score -1092976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1093011.250000 Penalty: 2735.924805
	Iteration 26Q: 3 clusters Score -1093011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1093040.750000 Penalty: 2735.924805
	Iteration 27Q: 3 clusters Score -1093041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1093068.500000 Penalty: 2735.924805
	Iteration 28Q: 3 clusters Score -1093068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1093092.875000 Penalty: 2735.924805
	Iteration 29Q: 3 clusters Score -1093093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1093117.500000 Penalty: 2735.924805
	Iteration 30Q: 3 clusters Score -1093118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1093141.375000 Penalty: 2735.924805
	Iteration 31Q: 3 clusters Score -1093141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1093164.625000 Penalty: 2735.924805
	Iteration 32Q: 3 clusters Score -1093165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1093178.625000 Penalty: 2735.924805
	Iteration 33Q: 3 clusters Score -1093179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1093197.125000 Penalty: 2735.924805
	Iteration 34Q: 3 clusters Score -1093197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1093209.375000 Penalty: 2735.924805
	Iteration 35Q: 3 clusters Score -1093209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1093217.750000 Penalty: 2735.924805
	Iteration 36Q: 3 clusters Score -1093218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1093228.250000 Penalty: 2735.924805
	Iteration 37Q: 3 clusters Score -1093228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1093239.875000 Penalty: 2735.924805
	Iteration 38Q: 3 clusters Score -1093240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1093255.250000 Penalty: 2735.924805
	Iteration 39Q: 3 clusters Score -1093255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1093266.125000 Penalty: 2735.924805
	Iteration 40F: 3 clusters Score -1093266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1093280.250000 Penalty: 2735.924805
	Iteration 41Q: 3 clusters Score -1093280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1093287.250000 Penalty: 2735.924805
	Iteration 42Q: 3 clusters Score -1093287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1093295.875000 Penalty: 2735.924805
	Iteration 43Q: 3 clusters Score -1093296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1093300.375000 Penalty: 2735.924805
	Iteration 44Q: 3 clusters Score -1093300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1093307.625000 Penalty: 2735.924805
	Iteration 45Q: 3 clusters Score -1093308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1093311.875000 Penalty: 2735.924805
	Iteration 46Q: 3 clusters Score -1093312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1093321.625000 Penalty: 2735.924805
	Iteration 47Q: 3 clusters Score -1093322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1093324.500000 Penalty: 2735.924805
	Iteration 48Q: 3 clusters Score -1093324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1093327.875000 Penalty: 2735.924805
	Iteration 49Q: 3 clusters Score -1093328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1093333.875000 Penalty: 2735.924805
	Iteration 50Q: 3 clusters Score -1093334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1093341.250000 Penalty: 2735.924805
	Iteration 51Q: 3 clusters Score -1093341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1093345.875000 Penalty: 2735.924805
	Iteration 52Q: 3 clusters Score -1093346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1093350.250000 Penalty: 2735.924805
	Iteration 53Q: 3 clusters Score -1093350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1093351.375000 Penalty: 2735.924805
	Iteration 54Q: 3 clusters Score -1093351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1093355.125000 Penalty: 2735.924805
	Iteration 55Q: 3 clusters Score -1093355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1093360.250000 Penalty: 2735.924805
	Iteration 56Q: 3 clusters Score -1093360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1093361.625000 Penalty: 2735.924805
	Iteration 57Q: 3 clusters Score -1093362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1093366.625000 Penalty: 2735.924805
	Iteration 58Q: 3 clusters Score -1093367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1093371.875000 Penalty: 2735.924805
	Iteration 59Q: 3 clusters Score -1093372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1093374.625000 Penalty: 2735.924805
	Iteration 60F: 3 clusters Score -1093375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1093382.000000 Penalty: 2735.924805
	Iteration 61Q: 3 clusters Score -1093382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1093385.500000 Penalty: 2735.924805
	Iteration 62Q: 3 clusters Score -1093386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1093385.875000 Penalty: 2735.924805
	Iteration 63Q: 3 clusters Score -1093386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1093386.000000 Penalty: 2735.924805
	Iteration 64Q: 3 clusters Score -1093386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1093387.625000 Penalty: 2735.924805
	Iteration 65Q: 3 clusters Score -1093388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1093389.500000 Penalty: 2735.924805
	Iteration 66Q: 3 clusters Score -1093390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1093389.500000 Penalty: 2735.924805
	Iteration 67F: 3 clusters Score -1093390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1085765.000000 Penalty: 1365.951050
	Iteration 0F: 2 clusters Score -1085765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1079223.250000 Penalty: 2731.902100
	Iteration 0F: 3 clusters Score -1079223 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1081347.750000 Penalty: 2731.902100
	Iteration 1F: 3 clusters Score -1081348 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1081644.500000 Penalty: 2731.902100
	Iteration 2F: 3 clusters Score -1081644 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1081875.500000 Penalty: 2731.902100
	Iteration 3F: 3 clusters Score -1081876 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1082072.250000 Penalty: 2731.902100
	Iteration 4Q: 3 clusters Score -1082072 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1082226.000000 Penalty: 2731.902100
	Iteration 5Q: 3 clusters Score -1082226 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1082387.875000 Penalty: 2731.902100
	Iteration 6Q: 3 clusters Score -1082388 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1082574.375000 Penalty: 2731.902100
	Iteration 7Q: 3 clusters Score -1082574 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1082808.500000 Penalty: 2731.902100
	Iteration 8Q: 3 clusters Score -1082808 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1083104.875000 Penalty: 2731.902100
	Iteration 9Q: 3 clusters Score -1083105 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1083432.000000 Penalty: 2731.902100
	Iteration 10Q: 3 clusters Score -1083432 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1083718.250000 Penalty: 2731.902100
	Iteration 11Q: 3 clusters Score -1083718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1083921.000000 Penalty: 2731.902100
	Iteration 12Q: 3 clusters Score -1083921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1084070.500000 Penalty: 2731.902100
	Iteration 13Q: 3 clusters Score -1084070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1084202.250000 Penalty: 2731.902100
	Iteration 14Q: 3 clusters Score -1084202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1084303.875000 Penalty: 2731.902100
	Iteration 15Q: 3 clusters Score -1084304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1084393.750000 Penalty: 2731.902100
	Iteration 16Q: 3 clusters Score -1084394 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1084468.375000 Penalty: 2731.902100
	Iteration 17Q: 3 clusters Score -1084468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1084544.750000 Penalty: 2731.902100
	Iteration 18Q: 3 clusters Score -1084545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1084607.500000 Penalty: 2731.902100
	Iteration 19Q: 3 clusters Score -1084608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1084661.875000 Penalty: 2731.902100
	Iteration 20F: 3 clusters Score -1084662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1084711.750000 Penalty: 2731.902100
	Iteration 21Q: 3 clusters Score -1084712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1084759.500000 Penalty: 2731.902100
	Iteration 22Q: 3 clusters Score -1084760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1084807.500000 Penalty: 2731.902100
	Iteration 23Q: 3 clusters Score -1084808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1084847.500000 Penalty: 2731.902100
	Iteration 24Q: 3 clusters Score -1084848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1084880.625000 Penalty: 2731.902100
	Iteration 25Q: 3 clusters Score -1084881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1084920.250000 Penalty: 2731.902100
	Iteration 26Q: 3 clusters Score -1084920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1084968.125000 Penalty: 2731.902100
	Iteration 27Q: 3 clusters Score -1084968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1085021.250000 Penalty: 2731.902100
	Iteration 28Q: 3 clusters Score -1085021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1085056.000000 Penalty: 2731.902100
	Iteration 29Q: 3 clusters Score -1085056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1085080.750000 Penalty: 2731.902100
	Iteration 30Q: 3 clusters Score -1085081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1085101.625000 Penalty: 2731.902100
	Iteration 31Q: 3 clusters Score -1085102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1085113.250000 Penalty: 2731.902100
	Iteration 32Q: 3 clusters Score -1085113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1085119.250000 Penalty: 2731.902100
	Iteration 33Q: 3 clusters Score -1085119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1085126.000000 Penalty: 2731.902100
	Iteration 34Q: 3 clusters Score -1085126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1085135.375000 Penalty: 2731.902100
	Iteration 35Q: 3 clusters Score -1085135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1085146.875000 Penalty: 2731.902100
	Iteration 36Q: 3 clusters Score -1085147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1085156.500000 Penalty: 2731.902100
	Iteration 37Q: 3 clusters Score -1085156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1085159.875000 Penalty: 2731.902100
	Iteration 38Q: 3 clusters Score -1085160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1085165.375000 Penalty: 2731.902100
	Iteration 39Q: 3 clusters Score -1085165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1085164.875000 Penalty: 2731.902100
	Iteration 40F: 3 clusters Score -1085165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1085165.250000 Penalty: 2731.902100
	Iteration 41Q: 3 clusters Score -1085165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1085165.250000 Penalty: 2731.902100
	Iteration 42F: 3 clusters Score -1085165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -29842.568359 Penalty: 879.929260
	Iteration 0F: 2 clusters Score -29842.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29119.908203 Penalty: 1759.858521
	Iteration 0F: 3 clusters Score -29119.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29313.367188 Penalty: 1759.858521
	Iteration 1F: 3 clusters Score -29313.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29426.248047 Penalty: 1759.858521
	Iteration 2F: 3 clusters Score -29426.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29453.628906 Penalty: 1759.858521
	Iteration 3Q: 3 clusters Score -29453.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29492.242188 Penalty: 1759.858521
	Iteration 4Q: 3 clusters Score -29492.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29527.658203 Penalty: 1759.858521
	Iteration 5Q: 3 clusters Score -29527.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29614.644531 Penalty: 1759.858521
	Iteration 6Q: 3 clusters Score -29614.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29705.207031 Penalty: 1759.858521
	Iteration 7Q: 3 clusters Score -29705.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29754.511719 Penalty: 1759.858521
	Iteration 8Q: 3 clusters Score -29754.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29790.996094 Penalty: 1759.858521
	Iteration 9Q: 3 clusters Score -29791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29799.980469 Penalty: 1759.858521
	Iteration 10Q: 3 clusters Score -29799.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29827.226562 Penalty: 1759.858521
	Iteration 11Q: 3 clusters Score -29827.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29856.328125 Penalty: 1759.858521
	Iteration 12Q: 3 clusters Score -29856.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29861.730469 Penalty: 1759.858521
	Iteration 13F: 3 clusters Score -29861.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29910.888672 Penalty: 1759.858521
	Iteration 14Q: 3 clusters Score -29910.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29923.988281 Penalty: 1759.858521
	Iteration 15Q: 3 clusters Score -29923.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29941.417969 Penalty: 1759.858521
	Iteration 16Q: 3 clusters Score -29941.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29941.417969 Penalty: 1759.858521
	Iteration 17F: 3 clusters Score -29941.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49593 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20102 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63900 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 32046 members 
Mstep: Class 35 contains 25440 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5119 members 
Mstep: Class 45 contains 10970 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24937 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12482 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31659 members 
Mstep: Class 53 contains 25882 members 
Mstep: Class 54 contains 67214 members 
Mstep: Class 55 contains 3955 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16000 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2434 members 
Mstep: Class 63 contains 1633 members 
Mstep: Class 64 contains 86651 members 
Mstep: Class 65 contains 239 members 
Entering Unmasked Estep 
Score: -111084312.000000 Penalty: 133660.218750
Splitting cluster 38 changes total score from -111083656.000000 to -111084312.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 39 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -379934.718750 Penalty: 1223.356201
	Iteration 0F: 2 clusters Score -379934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -377025.468750 Penalty: 2446.712402
	Iteration 0F: 3 clusters Score -377025.5 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377903.437500 Penalty: 2446.712402
	Iteration 1F: 3 clusters Score -377903.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -378078.750000 Penalty: 2446.712402
	Iteration 2F: 3 clusters Score -378078.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -378221.906250 Penalty: 2446.712402
	Iteration 3Q: 3 clusters Score -378221.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -378336.281250 Penalty: 2446.712402
	Iteration 4Q: 3 clusters Score -378336.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -378428.156250 Penalty: 2446.712402
	Iteration 5Q: 3 clusters Score -378428.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -378486.750000 Penalty: 2446.712402
	Iteration 6Q: 3 clusters Score -378486.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -378524.031250 Penalty: 2446.712402
	Iteration 7Q: 3 clusters Score -378524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -378548.781250 Penalty: 2446.712402
	Iteration 8Q: 3 clusters Score -378548.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -378573.562500 Penalty: 2446.712402
	Iteration 9Q: 3 clusters Score -378573.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -378585.937500 Penalty: 2446.712402
	Iteration 10Q: 3 clusters Score -378585.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -378603.656250 Penalty: 2446.712402
	Iteration 11Q: 3 clusters Score -378603.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -378618.218750 Penalty: 2446.712402
	Iteration 12Q: 3 clusters Score -378618.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -378631.968750 Penalty: 2446.712402
	Iteration 13Q: 3 clusters Score -378632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -378645.281250 Penalty: 2446.712402
	Iteration 14Q: 3 clusters Score -378645.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -378656.625000 Penalty: 2446.712402
	Iteration 15Q: 3 clusters Score -378656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -378668.312500 Penalty: 2446.712402
	Iteration 16Q: 3 clusters Score -378668.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -378676.843750 Penalty: 2446.712402
	Iteration 17Q: 3 clusters Score -378676.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -378687.906250 Penalty: 2446.712402
	Iteration 18Q: 3 clusters Score -378687.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -378694.968750 Penalty: 2446.712402
	Iteration 19Q: 3 clusters Score -378695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -378702.906250 Penalty: 2446.712402
	Iteration 20F: 3 clusters Score -378702.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -378709.750000 Penalty: 2446.712402
	Iteration 21Q: 3 clusters Score -378709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -378716.656250 Penalty: 2446.712402
	Iteration 22Q: 3 clusters Score -378716.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -378722.093750 Penalty: 2446.712402
	Iteration 23Q: 3 clusters Score -378722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -378727.125000 Penalty: 2446.712402
	Iteration 24Q: 3 clusters Score -378727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -378733.968750 Penalty: 2446.712402
	Iteration 25Q: 3 clusters Score -378734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -378743.000000 Penalty: 2446.712402
	Iteration 26Q: 3 clusters Score -378743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -378750.750000 Penalty: 2446.712402
	Iteration 27Q: 3 clusters Score -378750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -378755.625000 Penalty: 2446.712402
	Iteration 28Q: 3 clusters Score -378755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -378762.468750 Penalty: 2446.712402
	Iteration 29Q: 3 clusters Score -378762.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -378765.625000 Penalty: 2446.712402
	Iteration 30Q: 3 clusters Score -378765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -378771.000000 Penalty: 2446.712402
	Iteration 31Q: 3 clusters Score -378771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -378779.312500 Penalty: 2446.712402
	Iteration 32Q: 3 clusters Score -378779.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -378788.906250 Penalty: 2446.712402
	Iteration 33Q: 3 clusters Score -378788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -378791.906250 Penalty: 2446.712402
	Iteration 34Q: 3 clusters Score -378791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -378794.500000 Penalty: 2446.712402
	Iteration 35Q: 3 clusters Score -378794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -378798.468750 Penalty: 2446.712402
	Iteration 36Q: 3 clusters Score -378798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -378804.093750 Penalty: 2446.712402
	Iteration 37Q: 3 clusters Score -378804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -378810.312500 Penalty: 2446.712402
	Iteration 38Q: 3 clusters Score -378810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -378814.156250 Penalty: 2446.712402
	Iteration 39Q: 3 clusters Score -378814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -378821.687500 Penalty: 2446.712402
	Iteration 40F: 3 clusters Score -378821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -378827.468750 Penalty: 2446.712402
	Iteration 41Q: 3 clusters Score -378827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -378831.000000 Penalty: 2446.712402
	Iteration 42Q: 3 clusters Score -378831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -378835.812500 Penalty: 2446.712402
	Iteration 43Q: 3 clusters Score -378835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -378839.187500 Penalty: 2446.712402
	Iteration 44Q: 3 clusters Score -378839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -378843.656250 Penalty: 2446.712402
	Iteration 45Q: 3 clusters Score -378843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -378847.312500 Penalty: 2446.712402
	Iteration 46Q: 3 clusters Score -378847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -378849.312500 Penalty: 2446.712402
	Iteration 47Q: 3 clusters Score -378849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -378852.437500 Penalty: 2446.712402
	Iteration 48Q: 3 clusters Score -378852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -378855.937500 Penalty: 2446.712402
	Iteration 49Q: 3 clusters Score -378855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -378857.468750 Penalty: 2446.712402
	Iteration 50Q: 3 clusters Score -378857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -378860.750000 Penalty: 2446.712402
	Iteration 51Q: 3 clusters Score -378860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -378866.281250 Penalty: 2446.712402
	Iteration 52Q: 3 clusters Score -378866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -378869.781250 Penalty: 2446.712402
	Iteration 53Q: 3 clusters Score -378869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -378872.437500 Penalty: 2446.712402
	Iteration 54Q: 3 clusters Score -378872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -378874.812500 Penalty: 2446.712402
	Iteration 55Q: 3 clusters Score -378874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -378878.968750 Penalty: 2446.712402
	Iteration 56Q: 3 clusters Score -378879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -378879.906250 Penalty: 2446.712402
	Iteration 57Q: 3 clusters Score -378879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -378882.406250 Penalty: 2446.712402
	Iteration 58Q: 3 clusters Score -378882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -378886.500000 Penalty: 2446.712402
	Iteration 59Q: 3 clusters Score -378886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -378888.687500 Penalty: 2446.712402
	Iteration 60F: 3 clusters Score -378888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -378889.875000 Penalty: 2446.712402
	Iteration 61Q: 3 clusters Score -378889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -378889.625000 Penalty: 2446.712402
	Iteration 62Q: 3 clusters Score -378889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -378889.625000 Penalty: 2446.712402
	Iteration 63F: 3 clusters Score -378889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1837886.375000 Penalty: 1436.620239
	Iteration 0F: 2 clusters Score -1837886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1827688.625000 Penalty: 2873.240479
	Iteration 0F: 3 clusters Score -1827689 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1831210.250000 Penalty: 2873.240479
	Iteration 1F: 3 clusters Score -1831210 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1831545.500000 Penalty: 2873.240479
	Iteration 2F: 3 clusters Score -1831546 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1831801.625000 Penalty: 2873.240479
	Iteration 3Q: 3 clusters Score -1831802 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1832035.750000 Penalty: 2873.240479
	Iteration 4Q: 3 clusters Score -1832036 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1832245.500000 Penalty: 2873.240479
	Iteration 5Q: 3 clusters Score -1832246 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1832442.375000 Penalty: 2873.240479
	Iteration 6Q: 3 clusters Score -1832442 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1832674.500000 Penalty: 2873.240479
	Iteration 7Q: 3 clusters Score -1832674 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1832921.500000 Penalty: 2873.240479
	Iteration 8Q: 3 clusters Score -1832922 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1833239.500000 Penalty: 2873.240479
	Iteration 9Q: 3 clusters Score -1833240 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1833632.375000 Penalty: 2873.240479
	Iteration 10Q: 3 clusters Score -1833632 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1834112.750000 Penalty: 2873.240479
	Iteration 11Q: 3 clusters Score -1834113 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1834655.250000 Penalty: 2873.240479
	Iteration 12Q: 3 clusters Score -1834655 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1835190.500000 Penalty: 2873.240479
	Iteration 13Q: 3 clusters Score -1835190 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1835685.625000 Penalty: 2873.240479
	Iteration 14Q: 3 clusters Score -1835686 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1836064.750000 Penalty: 2873.240479
	Iteration 15Q: 3 clusters Score -1836065 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1836319.000000 Penalty: 2873.240479
	Iteration 16Q: 3 clusters Score -1836319 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1836455.875000 Penalty: 2873.240479
	Iteration 17Q: 3 clusters Score -1836456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1836549.375000 Penalty: 2873.240479
	Iteration 18Q: 3 clusters Score -1836549 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1836608.125000 Penalty: 2873.240479
	Iteration 19Q: 3 clusters Score -1836608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1836651.625000 Penalty: 2873.240479
	Iteration 20F: 3 clusters Score -1836652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1836680.125000 Penalty: 2873.240479
	Iteration 21Q: 3 clusters Score -1836680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1836696.500000 Penalty: 2873.240479
	Iteration 22Q: 3 clusters Score -1836696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1836702.250000 Penalty: 2873.240479
	Iteration 23Q: 3 clusters Score -1836702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1836714.000000 Penalty: 2873.240479
	Iteration 24Q: 3 clusters Score -1836714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1836723.250000 Penalty: 2873.240479
	Iteration 25Q: 3 clusters Score -1836723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1836728.375000 Penalty: 2873.240479
	Iteration 26Q: 3 clusters Score -1836728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1836733.750000 Penalty: 2873.240479
	Iteration 27Q: 3 clusters Score -1836734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1836735.875000 Penalty: 2873.240479
	Iteration 28Q: 3 clusters Score -1836736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1836737.250000 Penalty: 2873.240479
	Iteration 29Q: 3 clusters Score -1836737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1836737.875000 Penalty: 2873.240479
	Iteration 30Q: 3 clusters Score -1836738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1836737.875000 Penalty: 2873.240479
	Iteration 31Q: 3 clusters Score -1836738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1836738.625000 Penalty: 2873.240479
	Iteration 32Q: 3 clusters Score -1836739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1836739.750000 Penalty: 2873.240479
	Iteration 33Q: 3 clusters Score -1836740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1836739.750000 Penalty: 2873.240479
	Iteration 34F: 3 clusters Score -1836740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17859.900391 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17903.634766 Penalty: 1548.712402
	Iteration 1F: 3 clusters Score -17903.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -984461.625000 Penalty: 1345.208984
	Iteration 0F: 2 clusters Score -984461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -978665.500000 Penalty: 2690.417969
	Iteration 0F: 3 clusters Score -978665.5 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -980363.687500 Penalty: 2690.417969
	Iteration 1F: 3 clusters Score -980363.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -980636.375000 Penalty: 2690.417969
	Iteration 2F: 3 clusters Score -980636.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -980819.125000 Penalty: 2690.417969
	Iteration 3F: 3 clusters Score -980819.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -980950.750000 Penalty: 2690.417969
	Iteration 4Q: 3 clusters Score -980950.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -981040.875000 Penalty: 2690.417969
	Iteration 5Q: 3 clusters Score -981040.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -981106.750000 Penalty: 2690.417969
	Iteration 6Q: 3 clusters Score -981106.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -981167.125000 Penalty: 2690.417969
	Iteration 7Q: 3 clusters Score -981167.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -981213.625000 Penalty: 2690.417969
	Iteration 8Q: 3 clusters Score -981213.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -981249.625000 Penalty: 2690.417969
	Iteration 9Q: 3 clusters Score -981249.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -981293.875000 Penalty: 2690.417969
	Iteration 10Q: 3 clusters Score -981293.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -981334.500000 Penalty: 2690.417969
	Iteration 11Q: 3 clusters Score -981334.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -981362.625000 Penalty: 2690.417969
	Iteration 12Q: 3 clusters Score -981362.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -981391.437500 Penalty: 2690.417969
	Iteration 13Q: 3 clusters Score -981391.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -981419.500000 Penalty: 2690.417969
	Iteration 14Q: 3 clusters Score -981419.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -981446.125000 Penalty: 2690.417969
	Iteration 15Q: 3 clusters Score -981446.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -981477.312500 Penalty: 2690.417969
	Iteration 16Q: 3 clusters Score -981477.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -981497.687500 Penalty: 2690.417969
	Iteration 17Q: 3 clusters Score -981497.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -981518.562500 Penalty: 2690.417969
	Iteration 18Q: 3 clusters Score -981518.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -981554.125000 Penalty: 2690.417969
	Iteration 19Q: 3 clusters Score -981554.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -981599.375000 Penalty: 2690.417969
	Iteration 20F: 3 clusters Score -981599.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -981640.125000 Penalty: 2690.417969
	Iteration 21Q: 3 clusters Score -981640.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -981692.000000 Penalty: 2690.417969
	Iteration 22Q: 3 clusters Score -981692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -981738.125000 Penalty: 2690.417969
	Iteration 23Q: 3 clusters Score -981738.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -981778.437500 Penalty: 2690.417969
	Iteration 24Q: 3 clusters Score -981778.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -981817.875000 Penalty: 2690.417969
	Iteration 25Q: 3 clusters Score -981817.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -981866.875000 Penalty: 2690.417969
	Iteration 26Q: 3 clusters Score -981866.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -981930.812500 Penalty: 2690.417969
	Iteration 27Q: 3 clusters Score -981930.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -981994.000000 Penalty: 2690.417969
	Iteration 28Q: 3 clusters Score -981994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -982048.187500 Penalty: 2690.417969
	Iteration 29Q: 3 clusters Score -982048.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -982102.000000 Penalty: 2690.417969
	Iteration 30Q: 3 clusters Score -982102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -982164.437500 Penalty: 2690.417969
	Iteration 31Q: 3 clusters Score -982164.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -982230.750000 Penalty: 2690.417969
	Iteration 32Q: 3 clusters Score -982230.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -982308.500000 Penalty: 2690.417969
	Iteration 33Q: 3 clusters Score -982308.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -982401.375000 Penalty: 2690.417969
	Iteration 34Q: 3 clusters Score -982401.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -982487.812500 Penalty: 2690.417969
	Iteration 35Q: 3 clusters Score -982487.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -982572.687500 Penalty: 2690.417969
	Iteration 36Q: 3 clusters Score -982572.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -982650.000000 Penalty: 2690.417969
	Iteration 37Q: 3 clusters Score -982650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -982722.250000 Penalty: 2690.417969
	Iteration 38Q: 3 clusters Score -982722.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -982791.687500 Penalty: 2690.417969
	Iteration 39Q: 3 clusters Score -982791.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -982855.687500 Penalty: 2690.417969
	Iteration 40F: 3 clusters Score -982855.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -982926.750000 Penalty: 2690.417969
	Iteration 41Q: 3 clusters Score -982926.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -982985.125000 Penalty: 2690.417969
	Iteration 42Q: 3 clusters Score -982985.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -983033.250000 Penalty: 2690.417969
	Iteration 43Q: 3 clusters Score -983033.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -983083.562500 Penalty: 2690.417969
	Iteration 44Q: 3 clusters Score -983083.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -983118.500000 Penalty: 2690.417969
	Iteration 45Q: 3 clusters Score -983118.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -983158.937500 Penalty: 2690.417969
	Iteration 46Q: 3 clusters Score -983158.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -983184.312500 Penalty: 2690.417969
	Iteration 47Q: 3 clusters Score -983184.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -983211.125000 Penalty: 2690.417969
	Iteration 48Q: 3 clusters Score -983211.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -983234.312500 Penalty: 2690.417969
	Iteration 49Q: 3 clusters Score -983234.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -983257.875000 Penalty: 2690.417969
	Iteration 50Q: 3 clusters Score -983257.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -983273.000000 Penalty: 2690.417969
	Iteration 51Q: 3 clusters Score -983273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -983283.312500 Penalty: 2690.417969
	Iteration 52Q: 3 clusters Score -983283.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -983298.000000 Penalty: 2690.417969
	Iteration 53Q: 3 clusters Score -983298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -983313.687500 Penalty: 2690.417969
	Iteration 54Q: 3 clusters Score -983313.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -983335.875000 Penalty: 2690.417969
	Iteration 55Q: 3 clusters Score -983335.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -983354.687500 Penalty: 2690.417969
	Iteration 56Q: 3 clusters Score -983354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -983357.562500 Penalty: 2690.417969
	Iteration 57Q: 3 clusters Score -983357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -983367.000000 Penalty: 2690.417969
	Iteration 58Q: 3 clusters Score -983367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -983371.437500 Penalty: 2690.417969
	Iteration 59Q: 3 clusters Score -983371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -983376.750000 Penalty: 2690.417969
	Iteration 60F: 3 clusters Score -983376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -983380.000000 Penalty: 2690.417969
	Iteration 61Q: 3 clusters Score -983380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -983381.812500 Penalty: 2690.417969
	Iteration 62Q: 3 clusters Score -983381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -983383.437500 Penalty: 2690.417969
	Iteration 63Q: 3 clusters Score -983383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -983384.375000 Penalty: 2690.417969
	Iteration 64Q: 3 clusters Score -983384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -983385.500000 Penalty: 2690.417969
	Iteration 65Q: 3 clusters Score -983385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -983387.062500 Penalty: 2690.417969
	Iteration 66Q: 3 clusters Score -983387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -983387.187500 Penalty: 2690.417969
	Iteration 67Q: 3 clusters Score -983387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -983388.750000 Penalty: 2690.417969
	Iteration 68Q: 3 clusters Score -983388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -983391.187500 Penalty: 2690.417969
	Iteration 69Q: 3 clusters Score -983391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -983393.000000 Penalty: 2690.417969
	Iteration 70Q: 3 clusters Score -983393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -983397.500000 Penalty: 2690.417969
	Iteration 71Q: 3 clusters Score -983397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -983402.562500 Penalty: 2690.417969
	Iteration 72Q: 3 clusters Score -983402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -983404.500000 Penalty: 2690.417969
	Iteration 73Q: 3 clusters Score -983404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -983405.687500 Penalty: 2690.417969
	Iteration 74Q: 3 clusters Score -983405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -983408.562500 Penalty: 2690.417969
	Iteration 75Q: 3 clusters Score -983408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -983408.562500 Penalty: 2690.417969
	Iteration 76F: 3 clusters Score -983408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -285113.906250 Penalty: 1170.568237
	Iteration 0F: 2 clusters Score -285113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -282869.968750 Penalty: 2341.136475
	Iteration 0F: 3 clusters Score -282870 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283460.625000 Penalty: 2341.136475
	Iteration 1F: 3 clusters Score -283460.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283624.750000 Penalty: 2341.136475
	Iteration 2F: 3 clusters Score -283624.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -283704.593750 Penalty: 2341.136475
	Iteration 3Q: 3 clusters Score -283704.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -283741.218750 Penalty: 2341.136475
	Iteration 4Q: 3 clusters Score -283741.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283759.281250 Penalty: 2341.136475
	Iteration 5Q: 3 clusters Score -283759.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -283775.343750 Penalty: 2341.136475
	Iteration 6Q: 3 clusters Score -283775.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -283786.062500 Penalty: 2341.136475
	Iteration 7Q: 3 clusters Score -283786.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283793.531250 Penalty: 2341.136475
	Iteration 8Q: 3 clusters Score -283793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283801.187500 Penalty: 2341.136475
	Iteration 9Q: 3 clusters Score -283801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283808.125000 Penalty: 2341.136475
	Iteration 10Q: 3 clusters Score -283808.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -283815.843750 Penalty: 2341.136475
	Iteration 11Q: 3 clusters Score -283815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283822.375000 Penalty: 2341.136475
	Iteration 12Q: 3 clusters Score -283822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283829.906250 Penalty: 2341.136475
	Iteration 13Q: 3 clusters Score -283829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283836.875000 Penalty: 2341.136475
	Iteration 14Q: 3 clusters Score -283836.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283843.656250 Penalty: 2341.136475
	Iteration 15Q: 3 clusters Score -283843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -283849.125000 Penalty: 2341.136475
	Iteration 16Q: 3 clusters Score -283849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283854.218750 Penalty: 2341.136475
	Iteration 17Q: 3 clusters Score -283854.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283860.843750 Penalty: 2341.136475
	Iteration 18Q: 3 clusters Score -283860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -283864.375000 Penalty: 2341.136475
	Iteration 19Q: 3 clusters Score -283864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283867.937500 Penalty: 2341.136475
	Iteration 20F: 3 clusters Score -283867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -283870.156250 Penalty: 2341.136475
	Iteration 21Q: 3 clusters Score -283870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283870.343750 Penalty: 2341.136475
	Iteration 22Q: 3 clusters Score -283870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283870.343750 Penalty: 2341.136475
	Iteration 23F: 3 clusters Score -283870.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -573631.937500 Penalty: 1270.858276
	Iteration 0F: 2 clusters Score -573631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -569900.375000 Penalty: 2541.716553
	Iteration 0F: 3 clusters Score -569900.4 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -571056.687500 Penalty: 2541.716553
	Iteration 1F: 3 clusters Score -571056.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -571248.750000 Penalty: 2541.716553
	Iteration 2F: 3 clusters Score -571248.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -571367.812500 Penalty: 2541.716553
	Iteration 3Q: 3 clusters Score -571367.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -571459.437500 Penalty: 2541.716553
	Iteration 4Q: 3 clusters Score -571459.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -571512.937500 Penalty: 2541.716553
	Iteration 5Q: 3 clusters Score -571512.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -571562.875000 Penalty: 2541.716553
	Iteration 6Q: 3 clusters Score -571562.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -571598.625000 Penalty: 2541.716553
	Iteration 7Q: 3 clusters Score -571598.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -571631.062500 Penalty: 2541.716553
	Iteration 8Q: 3 clusters Score -571631.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -571663.187500 Penalty: 2541.716553
	Iteration 9Q: 3 clusters Score -571663.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -571694.750000 Penalty: 2541.716553
	Iteration 10Q: 3 clusters Score -571694.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -571719.812500 Penalty: 2541.716553
	Iteration 11Q: 3 clusters Score -571719.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -571737.562500 Penalty: 2541.716553
	Iteration 12Q: 3 clusters Score -571737.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -571753.937500 Penalty: 2541.716553
	Iteration 13Q: 3 clusters Score -571753.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -571767.062500 Penalty: 2541.716553
	Iteration 14Q: 3 clusters Score -571767.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -571774.437500 Penalty: 2541.716553
	Iteration 15Q: 3 clusters Score -571774.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -571781.875000 Penalty: 2541.716553
	Iteration 16Q: 3 clusters Score -571781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -571792.312500 Penalty: 2541.716553
	Iteration 17Q: 3 clusters Score -571792.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -571800.937500 Penalty: 2541.716553
	Iteration 18Q: 3 clusters Score -571800.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -571804.812500 Penalty: 2541.716553
	Iteration 19Q: 3 clusters Score -571804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -571806.812500 Penalty: 2541.716553
	Iteration 20F: 3 clusters Score -571806.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -571810.312500 Penalty: 2541.716553
	Iteration 21Q: 3 clusters Score -571810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -571813.375000 Penalty: 2541.716553
	Iteration 22Q: 3 clusters Score -571813.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -571816.625000 Penalty: 2541.716553
	Iteration 23Q: 3 clusters Score -571816.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -571820.125000 Penalty: 2541.716553
	Iteration 24Q: 3 clusters Score -571820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -571824.625000 Penalty: 2541.716553
	Iteration 25Q: 3 clusters Score -571824.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -571827.687500 Penalty: 2541.716553
	Iteration 26Q: 3 clusters Score -571827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -571828.812500 Penalty: 2541.716553
	Iteration 27Q: 3 clusters Score -571828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -571832.875000 Penalty: 2541.716553
	Iteration 28Q: 3 clusters Score -571832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -571835.187500 Penalty: 2541.716553
	Iteration 29Q: 3 clusters Score -571835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -571838.812500 Penalty: 2541.716553
	Iteration 30Q: 3 clusters Score -571838.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -571842.562500 Penalty: 2541.716553
	Iteration 31Q: 3 clusters Score -571842.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -571847.687500 Penalty: 2541.716553
	Iteration 32Q: 3 clusters Score -571847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -571853.625000 Penalty: 2541.716553
	Iteration 33Q: 3 clusters Score -571853.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -571861.250000 Penalty: 2541.716553
	Iteration 34Q: 3 clusters Score -571861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -571872.187500 Penalty: 2541.716553
	Iteration 35Q: 3 clusters Score -571872.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -571882.375000 Penalty: 2541.716553
	Iteration 36Q: 3 clusters Score -571882.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -571891.312500 Penalty: 2541.716553
	Iteration 37Q: 3 clusters Score -571891.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -571897.500000 Penalty: 2541.716553
	Iteration 38Q: 3 clusters Score -571897.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -571903.312500 Penalty: 2541.716553
	Iteration 39Q: 3 clusters Score -571903.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -571908.500000 Penalty: 2541.716553
	Iteration 40F: 3 clusters Score -571908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -571913.125000 Penalty: 2541.716553
	Iteration 41Q: 3 clusters Score -571913.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -571916.625000 Penalty: 2541.716553
	Iteration 42Q: 3 clusters Score -571916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -571920.000000 Penalty: 2541.716553
	Iteration 43Q: 3 clusters Score -571920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -571922.625000 Penalty: 2541.716553
	Iteration 44Q: 3 clusters Score -571922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -571927.562500 Penalty: 2541.716553
	Iteration 45Q: 3 clusters Score -571927.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -571934.562500 Penalty: 2541.716553
	Iteration 46Q: 3 clusters Score -571934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -571938.062500 Penalty: 2541.716553
	Iteration 47Q: 3 clusters Score -571938.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -571943.500000 Penalty: 2541.716553
	Iteration 48Q: 3 clusters Score -571943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -571945.312500 Penalty: 2541.716553
	Iteration 49Q: 3 clusters Score -571945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -571946.875000 Penalty: 2541.716553
	Iteration 50Q: 3 clusters Score -571946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -571949.937500 Penalty: 2541.716553
	Iteration 51Q: 3 clusters Score -571949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -571951.375000 Penalty: 2541.716553
	Iteration 52Q: 3 clusters Score -571951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -571955.187500 Penalty: 2541.716553
	Iteration 53Q: 3 clusters Score -571955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -571956.812500 Penalty: 2541.716553
	Iteration 54Q: 3 clusters Score -571956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -571959.250000 Penalty: 2541.716553
	Iteration 55Q: 3 clusters Score -571959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -571959.625000 Penalty: 2541.716553
	Iteration 56Q: 3 clusters Score -571959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -571960.125000 Penalty: 2541.716553
	Iteration 57Q: 3 clusters Score -571960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -571962.125000 Penalty: 2541.716553
	Iteration 58Q: 3 clusters Score -571962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -571961.875000 Penalty: 2541.716553
	Iteration 59Q: 3 clusters Score -571961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -571962.562500 Penalty: 2541.716553
	Iteration 60F: 3 clusters Score -571962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -571963.437500 Penalty: 2541.716553
	Iteration 61Q: 3 clusters Score -571963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -571964.375000 Penalty: 2541.716553
	Iteration 62Q: 3 clusters Score -571964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -571964.187500 Penalty: 2541.716553
	Iteration 63Q: 3 clusters Score -571964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -571964.187500 Penalty: 2541.716553
	Iteration 64Q: 3 clusters Score -571964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -571964.687500 Penalty: 2541.716553
	Iteration 65Q: 3 clusters Score -571964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -571965.812500 Penalty: 2541.716553
	Iteration 66Q: 3 clusters Score -571965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -571966.437500 Penalty: 2541.716553
	Iteration 67Q: 3 clusters Score -571966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -571966.437500 Penalty: 2541.716553
	Iteration 68F: 3 clusters Score -571966.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Entering Unmasked Estep 
Score: -1244180.125000 Penalty: 1384.274414
	Iteration 0F: 2 clusters Score -1244180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1236806.500000 Penalty: 2768.548828
	Iteration 0F: 3 clusters Score -1236806 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1239258.000000 Penalty: 2768.548828
	Iteration 1F: 3 clusters Score -1239258 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1239605.250000 Penalty: 2768.548828
	Iteration 2F: 3 clusters Score -1239605 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1239883.625000 Penalty: 2768.548828
	Iteration 3F: 3 clusters Score -1239884 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1240124.625000 Penalty: 2768.548828
	Iteration 4Q: 3 clusters Score -1240125 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1240387.875000 Penalty: 2768.548828
	Iteration 5Q: 3 clusters Score -1240388 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1240678.500000 Penalty: 2768.548828
	Iteration 6Q: 3 clusters Score -1240678 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1241020.875000 Penalty: 2768.548828
	Iteration 7Q: 3 clusters Score -1241021 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1241426.250000 Penalty: 2768.548828
	Iteration 8Q: 3 clusters Score -1241426 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1241852.000000 Penalty: 2768.548828
	Iteration 9Q: 3 clusters Score -1241852 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1242256.375000 Penalty: 2768.548828
	Iteration 10Q: 3 clusters Score -1242256 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1242534.625000 Penalty: 2768.548828
	Iteration 11Q: 3 clusters Score -1242535 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1242698.625000 Penalty: 2768.548828
	Iteration 12Q: 3 clusters Score -1242699 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1242784.125000 Penalty: 2768.548828
	Iteration 13Q: 3 clusters Score -1242784 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1242848.375000 Penalty: 2768.548828
	Iteration 14Q: 3 clusters Score -1242848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1242895.500000 Penalty: 2768.548828
	Iteration 15Q: 3 clusters Score -1242896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1242923.250000 Penalty: 2768.548828
	Iteration 16Q: 3 clusters Score -1242923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1242937.500000 Penalty: 2768.548828
	Iteration 17Q: 3 clusters Score -1242938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1242945.125000 Penalty: 2768.548828
	Iteration 18Q: 3 clusters Score -1242945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1242954.250000 Penalty: 2768.548828
	Iteration 19Q: 3 clusters Score -1242954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1242958.125000 Penalty: 2768.548828
	Iteration 20F: 3 clusters Score -1242958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1242967.000000 Penalty: 2768.548828
	Iteration 21Q: 3 clusters Score -1242967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1242972.125000 Penalty: 2768.548828
	Iteration 22Q: 3 clusters Score -1242972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1242975.000000 Penalty: 2768.548828
	Iteration 23Q: 3 clusters Score -1242975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1242984.000000 Penalty: 2768.548828
	Iteration 24Q: 3 clusters Score -1242984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1242988.625000 Penalty: 2768.548828
	Iteration 25Q: 3 clusters Score -1242989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1242997.625000 Penalty: 2768.548828
	Iteration 26Q: 3 clusters Score -1242998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1243000.375000 Penalty: 2768.548828
	Iteration 27Q: 3 clusters Score -1243000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1243005.125000 Penalty: 2768.548828
	Iteration 28Q: 3 clusters Score -1243005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1243011.000000 Penalty: 2768.548828
	Iteration 29Q: 3 clusters Score -1243011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1243013.250000 Penalty: 2768.548828
	Iteration 30Q: 3 clusters Score -1243013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1243013.250000 Penalty: 2768.548828
	Iteration 31Q: 3 clusters Score -1243013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1243018.500000 Penalty: 2768.548828
	Iteration 32Q: 3 clusters Score -1243018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1243023.875000 Penalty: 2768.548828
	Iteration 33Q: 3 clusters Score -1243024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1243025.000000 Penalty: 2768.548828
	Iteration 34Q: 3 clusters Score -1243025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1243032.375000 Penalty: 2768.548828
	Iteration 35Q: 3 clusters Score -1243032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1243029.750000 Penalty: 2768.548828
	Iteration 36Q: 3 clusters Score -1243030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1243036.000000 Penalty: 2768.548828
	Iteration 37Q: 3 clusters Score -1243036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1243040.125000 Penalty: 2768.548828
	Iteration 38Q: 3 clusters Score -1243040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1243048.625000 Penalty: 2768.548828
	Iteration 39Q: 3 clusters Score -1243049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1243051.500000 Penalty: 2768.548828
	Iteration 40F: 3 clusters Score -1243052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1243053.000000 Penalty: 2768.548828
	Iteration 41Q: 3 clusters Score -1243053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1243050.625000 Penalty: 2768.548828
	Iteration 42Q: 3 clusters Score -1243051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1243051.375000 Penalty: 2768.548828
	Iteration 43Q: 3 clusters Score -1243051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1243057.125000 Penalty: 2768.548828
	Iteration 44Q: 3 clusters Score -1243057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1243057.250000 Penalty: 2768.548828
	Iteration 45Q: 3 clusters Score -1243057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1243059.625000 Penalty: 2768.548828
	Iteration 46Q: 3 clusters Score -1243060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1243064.375000 Penalty: 2768.548828
	Iteration 47Q: 3 clusters Score -1243064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1243066.500000 Penalty: 2768.548828
	Iteration 48Q: 3 clusters Score -1243066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1243071.250000 Penalty: 2768.548828
	Iteration 49Q: 3 clusters Score -1243071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1243074.625000 Penalty: 2768.548828
	Iteration 50Q: 3 clusters Score -1243075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1243075.750000 Penalty: 2768.548828
	Iteration 51Q: 3 clusters Score -1243076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1243080.750000 Penalty: 2768.548828
	Iteration 52Q: 3 clusters Score -1243081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1243081.000000 Penalty: 2768.548828
	Iteration 53Q: 3 clusters Score -1243081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1243083.000000 Penalty: 2768.548828
	Iteration 54Q: 3 clusters Score -1243083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1243087.625000 Penalty: 2768.548828
	Iteration 55Q: 3 clusters Score -1243088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1243095.375000 Penalty: 2768.548828
	Iteration 56Q: 3 clusters Score -1243095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1243098.000000 Penalty: 2768.548828
	Iteration 57Q: 3 clusters Score -1243098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1243103.500000 Penalty: 2768.548828
	Iteration 58Q: 3 clusters Score -1243104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1243107.250000 Penalty: 2768.548828
	Iteration 59Q: 3 clusters Score -1243107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1243110.875000 Penalty: 2768.548828
	Iteration 60F: 3 clusters Score -1243111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1243116.000000 Penalty: 2768.548828
	Iteration 61Q: 3 clusters Score -1243116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1243116.250000 Penalty: 2768.548828
	Iteration 62Q: 3 clusters Score -1243116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1243118.500000 Penalty: 2768.548828
	Iteration 63Q: 3 clusters Score -1243118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1243119.500000 Penalty: 2768.548828
	Iteration 64Q: 3 clusters Score -1243120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1243119.250000 Penalty: 2768.548828
	Iteration 65Q: 3 clusters Score -1243119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1243121.875000 Penalty: 2768.548828
	Iteration 66Q: 3 clusters Score -1243122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1243120.125000 Penalty: 2768.548828
	Iteration 67Q: 3 clusters Score -1243120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1243120.000000 Penalty: 2768.548828
	Iteration 68Q: 3 clusters Score -1243120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1243119.250000 Penalty: 2768.548828
	Iteration 69Q: 3 clusters Score -1243119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1243120.500000 Penalty: 2768.548828
	Iteration 70Q: 3 clusters Score -1243120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1243120.875000 Penalty: 2768.548828
	Iteration 71Q: 3 clusters Score -1243121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1243120.875000 Penalty: 2768.548828
	Iteration 72F: 3 clusters Score -1243121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41021.273438 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -41021.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41186.101562 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41186.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41243.429688 Penalty: 1826.587646
	Iteration 2Q: 3 clusters Score -41243.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41277.835938 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41277.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41307.140625 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41307.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41324.332031 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41324.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41331.441406 Penalty: 1826.587646
	Iteration 6Q: 3 clusters Score -41331.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41338.433594 Penalty: 1826.587646
	Iteration 7Q: 3 clusters Score -41338.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41344.152344 Penalty: 1826.587646
	Iteration 8Q: 3 clusters Score -41344.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41345.808594 Penalty: 1826.587646
	Iteration 9Q: 3 clusters Score -41345.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41355.496094 Penalty: 1826.587646
	Iteration 10Q: 3 clusters Score -41355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41360.773438 Penalty: 1826.587646
	Iteration 11Q: 3 clusters Score -41360.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41363.414062 Penalty: 1826.587646
	Iteration 12Q: 3 clusters Score -41363.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41365.312500 Penalty: 1826.587646
	Iteration 13Q: 3 clusters Score -41365.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41366.562500 Penalty: 1826.587646
	Iteration 14Q: 3 clusters Score -41366.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41368.796875 Penalty: 1826.587646
	Iteration 15Q: 3 clusters Score -41368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41370.960938 Penalty: 1826.587646
	Iteration 16Q: 3 clusters Score -41370.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41373.523438 Penalty: 1826.587646
	Iteration 17Q: 3 clusters Score -41373.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41375.421875 Penalty: 1826.587646
	Iteration 18Q: 3 clusters Score -41375.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41375.421875 Penalty: 1826.587646
	Iteration 19F: 3 clusters Score -41375.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -200324.781250 Penalty: 1134.833618
	Iteration 0F: 2 clusters Score -200324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198431.265625 Penalty: 2269.667236
	Iteration 0F: 3 clusters Score -198431.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -198904.406250 Penalty: 2269.667236
	Iteration 1F: 3 clusters Score -198904.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -199052.968750 Penalty: 2269.667236
	Iteration 2F: 3 clusters Score -199053 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -199156.484375 Penalty: 2269.667236
	Iteration 3Q: 3 clusters Score -199156.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -199222.140625 Penalty: 2269.667236
	Iteration 4Q: 3 clusters Score -199222.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -199267.453125 Penalty: 2269.667236
	Iteration 5Q: 3 clusters Score -199267.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -199307.015625 Penalty: 2269.667236
	Iteration 6Q: 3 clusters Score -199307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -199340.343750 Penalty: 2269.667236
	Iteration 7Q: 3 clusters Score -199340.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -199369.625000 Penalty: 2269.667236
	Iteration 8Q: 3 clusters Score -199369.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -199392.796875 Penalty: 2269.667236
	Iteration 9Q: 3 clusters Score -199392.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -199414.953125 Penalty: 2269.667236
	Iteration 10Q: 3 clusters Score -199415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -199438.390625 Penalty: 2269.667236
	Iteration 11Q: 3 clusters Score -199438.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -199463.656250 Penalty: 2269.667236
	Iteration 12Q: 3 clusters Score -199463.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -199477.828125 Penalty: 2269.667236
	Iteration 13Q: 3 clusters Score -199477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -199486.265625 Penalty: 2269.667236
	Iteration 14Q: 3 clusters Score -199486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199495.640625 Penalty: 2269.667236
	Iteration 15Q: 3 clusters Score -199495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -199502.078125 Penalty: 2269.667236
	Iteration 16Q: 3 clusters Score -199502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -199508.656250 Penalty: 2269.667236
	Iteration 17Q: 3 clusters Score -199508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199515.656250 Penalty: 2269.667236
	Iteration 18Q: 3 clusters Score -199515.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199522.750000 Penalty: 2269.667236
	Iteration 19Q: 3 clusters Score -199522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199526.578125 Penalty: 2269.667236
	Iteration 20F: 3 clusters Score -199526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199535.078125 Penalty: 2269.667236
	Iteration 21Q: 3 clusters Score -199535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199541.109375 Penalty: 2269.667236
	Iteration 22Q: 3 clusters Score -199541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -199547.765625 Penalty: 2269.667236
	Iteration 23Q: 3 clusters Score -199547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199551.890625 Penalty: 2269.667236
	Iteration 24Q: 3 clusters Score -199551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199555.000000 Penalty: 2269.667236
	Iteration 25Q: 3 clusters Score -199555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -199558.578125 Penalty: 2269.667236
	Iteration 26Q: 3 clusters Score -199558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -199561.796875 Penalty: 2269.667236
	Iteration 27Q: 3 clusters Score -199561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -199562.234375 Penalty: 2269.667236
	Iteration 28Q: 3 clusters Score -199562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199562.750000 Penalty: 2269.667236
	Iteration 29Q: 3 clusters Score -199562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199562.750000 Penalty: 2269.667236
	Iteration 30F: 3 clusters Score -199562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (24937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Entering Unmasked Estep 
Score: -2842960.000000 Penalty: 1506.467407
	Iteration 0F: 2 clusters Score -2842960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2826563.500000 Penalty: 3012.934814
	Iteration 0F: 3 clusters Score -2826564 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2832620.750000 Penalty: 3012.934814
	Iteration 1F: 3 clusters Score -2832621 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2833085.000000 Penalty: 3012.934814
	Iteration 2Q: 3 clusters Score -2833085 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2833547.000000 Penalty: 3012.934814
	Iteration 3Q: 3 clusters Score -2833547 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2834001.750000 Penalty: 3012.934814
	Iteration 4Q: 3 clusters Score -2834002 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2834438.250000 Penalty: 3012.934814
	Iteration 5Q: 3 clusters Score -2834438 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2834902.000000 Penalty: 3012.934814
	Iteration 6Q: 3 clusters Score -2834902 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2835374.250000 Penalty: 3012.934814
	Iteration 7Q: 3 clusters Score -2835374 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2835866.250000 Penalty: 3012.934814
	Iteration 8Q: 3 clusters Score -2835866 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2836382.500000 Penalty: 3012.934814
	Iteration 9Q: 3 clusters Score -2836382 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2836929.000000 Penalty: 3012.934814
	Iteration 10Q: 3 clusters Score -2836929 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2837437.500000 Penalty: 3012.934814
	Iteration 11Q: 3 clusters Score -2837438 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2837865.500000 Penalty: 3012.934814
	Iteration 12Q: 3 clusters Score -2837866 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2838122.750000 Penalty: 3012.934814
	Iteration 13Q: 3 clusters Score -2838123 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2838279.000000 Penalty: 3012.934814
	Iteration 14Q: 3 clusters Score -2838279 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2838372.750000 Penalty: 3012.934814
	Iteration 15Q: 3 clusters Score -2838373 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2838460.750000 Penalty: 3012.934814
	Iteration 16Q: 3 clusters Score -2838461 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2838521.750000 Penalty: 3012.934814
	Iteration 17Q: 3 clusters Score -2838522 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2838581.250000 Penalty: 3012.934814
	Iteration 18Q: 3 clusters Score -2838581 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2838650.000000 Penalty: 3012.934814
	Iteration 19Q: 3 clusters Score -2838650 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2838711.250000 Penalty: 3012.934814
	Iteration 20F: 3 clusters Score -2838711 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2838778.000000 Penalty: 3012.934814
	Iteration 21Q: 3 clusters Score -2838778 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2838878.750000 Penalty: 3012.934814
	Iteration 22Q: 3 clusters Score -2838879 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2838969.000000 Penalty: 3012.934814
	Iteration 23Q: 3 clusters Score -2838969 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2839087.250000 Penalty: 3012.934814
	Iteration 24Q: 3 clusters Score -2839087 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2839183.750000 Penalty: 3012.934814
	Iteration 25Q: 3 clusters Score -2839184 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2839306.000000 Penalty: 3012.934814
	Iteration 26Q: 3 clusters Score -2839306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2839422.250000 Penalty: 3012.934814
	Iteration 27Q: 3 clusters Score -2839422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2839546.250000 Penalty: 3012.934814
	Iteration 28Q: 3 clusters Score -2839546 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2839654.750000 Penalty: 3012.934814
	Iteration 29Q: 3 clusters Score -2839655 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2839800.000000 Penalty: 3012.934814
	Iteration 30Q: 3 clusters Score -2839800 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2839968.250000 Penalty: 3012.934814
	Iteration 31Q: 3 clusters Score -2839968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2840120.500000 Penalty: 3012.934814
	Iteration 32Q: 3 clusters Score -2840120 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2840322.500000 Penalty: 3012.934814
	Iteration 33Q: 3 clusters Score -2840322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2840541.250000 Penalty: 3012.934814
	Iteration 34Q: 3 clusters Score -2840541 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2840709.500000 Penalty: 3012.934814
	Iteration 35Q: 3 clusters Score -2840710 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2840923.500000 Penalty: 3012.934814
	Iteration 36Q: 3 clusters Score -2840924 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2841134.000000 Penalty: 3012.934814
	Iteration 37Q: 3 clusters Score -2841134 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2841315.250000 Penalty: 3012.934814
	Iteration 38Q: 3 clusters Score -2841315 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2841451.000000 Penalty: 3012.934814
	Iteration 39Q: 3 clusters Score -2841451 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2841562.500000 Penalty: 3012.934814
	Iteration 40F: 3 clusters Score -2841562 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2841662.500000 Penalty: 3012.934814
	Iteration 41Q: 3 clusters Score -2841662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2841730.250000 Penalty: 3012.934814
	Iteration 42Q: 3 clusters Score -2841730 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2841810.750000 Penalty: 3012.934814
	Iteration 43Q: 3 clusters Score -2841811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2841856.750000 Penalty: 3012.934814
	Iteration 44Q: 3 clusters Score -2841857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2841888.750000 Penalty: 3012.934814
	Iteration 45Q: 3 clusters Score -2841889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2841930.750000 Penalty: 3012.934814
	Iteration 46Q: 3 clusters Score -2841931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2841956.250000 Penalty: 3012.934814
	Iteration 47Q: 3 clusters Score -2841956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2841968.000000 Penalty: 3012.934814
	Iteration 48Q: 3 clusters Score -2841968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2841972.500000 Penalty: 3012.934814
	Iteration 49Q: 3 clusters Score -2841972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2841990.750000 Penalty: 3012.934814
	Iteration 50Q: 3 clusters Score -2841991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2842015.500000 Penalty: 3012.934814
	Iteration 51Q: 3 clusters Score -2842016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2842031.750000 Penalty: 3012.934814
	Iteration 52Q: 3 clusters Score -2842032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2842044.000000 Penalty: 3012.934814
	Iteration 53Q: 3 clusters Score -2842044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2842059.250000 Penalty: 3012.934814
	Iteration 54Q: 3 clusters Score -2842059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2842064.250000 Penalty: 3012.934814
	Iteration 55Q: 3 clusters Score -2842064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2842066.500000 Penalty: 3012.934814
	Iteration 56Q: 3 clusters Score -2842066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2842070.000000 Penalty: 3012.934814
	Iteration 57Q: 3 clusters Score -2842070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2842064.250000 Penalty: 3012.934814
	Iteration 58Q: 3 clusters Score -2842064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2842070.000000 Penalty: 3012.934814
	Iteration 59Q: 3 clusters Score -2842070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2842079.750000 Penalty: 3012.934814
	Iteration 60F: 3 clusters Score -2842080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2842079.750000 Penalty: 3012.934814
	Iteration 61Q: 3 clusters Score -2842080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2842094.000000 Penalty: 3012.934814
	Iteration 62Q: 3 clusters Score -2842094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2842099.750000 Penalty: 3012.934814
	Iteration 63Q: 3 clusters Score -2842100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2842102.500000 Penalty: 3012.934814
	Iteration 64Q: 3 clusters Score -2842102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2842105.500000 Penalty: 3012.934814
	Iteration 65Q: 3 clusters Score -2842106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2842115.500000 Penalty: 3012.934814
	Iteration 66Q: 3 clusters Score -2842116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2842120.500000 Penalty: 3012.934814
	Iteration 67Q: 3 clusters Score -2842120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2842124.250000 Penalty: 3012.934814
	Iteration 68Q: 3 clusters Score -2842124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2842129.250000 Penalty: 3012.934814
	Iteration 69Q: 3 clusters Score -2842129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2842138.000000 Penalty: 3012.934814
	Iteration 70Q: 3 clusters Score -2842138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2842140.250000 Penalty: 3012.934814
	Iteration 71Q: 3 clusters Score -2842140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2842141.500000 Penalty: 3012.934814
	Iteration 72Q: 3 clusters Score -2842142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2842142.500000 Penalty: 3012.934814
	Iteration 73Q: 3 clusters Score -2842142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2842138.750000 Penalty: 3012.934814
	Iteration 74Q: 3 clusters Score -2842139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2842139.500000 Penalty: 3012.934814
	Iteration 75Q: 3 clusters Score -2842140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2842139.500000 Penalty: 3012.934814
	Iteration 76F: 3 clusters Score -2842140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -701122.500000 Penalty: 1303.508789
	Iteration 0F: 2 clusters Score -701122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -696639.062500 Penalty: 2607.017578
	Iteration 0F: 3 clusters Score -696639.1 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -697962.812500 Penalty: 2607.017578
	Iteration 1F: 3 clusters Score -697962.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -698176.562500 Penalty: 2607.017578
	Iteration 2F: 3 clusters Score -698176.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -698316.375000 Penalty: 2607.017578
	Iteration 3Q: 3 clusters Score -698316.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -698408.125000 Penalty: 2607.017578
	Iteration 4Q: 3 clusters Score -698408.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -698485.000000 Penalty: 2607.017578
	Iteration 5Q: 3 clusters Score -698485 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -698558.437500 Penalty: 2607.017578
	Iteration 6Q: 3 clusters Score -698558.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -698636.875000 Penalty: 2607.017578
	Iteration 7Q: 3 clusters Score -698636.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -698710.875000 Penalty: 2607.017578
	Iteration 8Q: 3 clusters Score -698710.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -698774.875000 Penalty: 2607.017578
	Iteration 9Q: 3 clusters Score -698774.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -698833.000000 Penalty: 2607.017578
	Iteration 10Q: 3 clusters Score -698833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -698885.937500 Penalty: 2607.017578
	Iteration 11Q: 3 clusters Score -698885.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -698939.062500 Penalty: 2607.017578
	Iteration 12Q: 3 clusters Score -698939.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -698998.062500 Penalty: 2607.017578
	Iteration 13Q: 3 clusters Score -698998.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -699061.375000 Penalty: 2607.017578
	Iteration 14Q: 3 clusters Score -699061.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -699125.875000 Penalty: 2607.017578
	Iteration 15Q: 3 clusters Score -699125.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -699192.250000 Penalty: 2607.017578
	Iteration 16Q: 3 clusters Score -699192.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -699261.125000 Penalty: 2607.017578
	Iteration 17Q: 3 clusters Score -699261.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -699339.937500 Penalty: 2607.017578
	Iteration 18Q: 3 clusters Score -699339.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -699428.875000 Penalty: 2607.017578
	Iteration 19Q: 3 clusters Score -699428.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -699513.125000 Penalty: 2607.017578
	Iteration 20F: 3 clusters Score -699513.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -699602.562500 Penalty: 2607.017578
	Iteration 21Q: 3 clusters Score -699602.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -699695.937500 Penalty: 2607.017578
	Iteration 22Q: 3 clusters Score -699695.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -699795.625000 Penalty: 2607.017578
	Iteration 23Q: 3 clusters Score -699795.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -699885.187500 Penalty: 2607.017578
	Iteration 24Q: 3 clusters Score -699885.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -699958.812500 Penalty: 2607.017578
	Iteration 25Q: 3 clusters Score -699958.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -700013.937500 Penalty: 2607.017578
	Iteration 26Q: 3 clusters Score -700013.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -700057.250000 Penalty: 2607.017578
	Iteration 27Q: 3 clusters Score -700057.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -700094.875000 Penalty: 2607.017578
	Iteration 28Q: 3 clusters Score -700094.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -700126.625000 Penalty: 2607.017578
	Iteration 29Q: 3 clusters Score -700126.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -700153.375000 Penalty: 2607.017578
	Iteration 30Q: 3 clusters Score -700153.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -700171.312500 Penalty: 2607.017578
	Iteration 31Q: 3 clusters Score -700171.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -700180.375000 Penalty: 2607.017578
	Iteration 32Q: 3 clusters Score -700180.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -700188.562500 Penalty: 2607.017578
	Iteration 33Q: 3 clusters Score -700188.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -700199.062500 Penalty: 2607.017578
	Iteration 34Q: 3 clusters Score -700199.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -700211.437500 Penalty: 2607.017578
	Iteration 35Q: 3 clusters Score -700211.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -700225.125000 Penalty: 2607.017578
	Iteration 36Q: 3 clusters Score -700225.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -700238.687500 Penalty: 2607.017578
	Iteration 37Q: 3 clusters Score -700238.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -700254.750000 Penalty: 2607.017578
	Iteration 38Q: 3 clusters Score -700254.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -700267.937500 Penalty: 2607.017578
	Iteration 39Q: 3 clusters Score -700267.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -700278.000000 Penalty: 2607.017578
	Iteration 40F: 3 clusters Score -700278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -700292.750000 Penalty: 2607.017578
	Iteration 41Q: 3 clusters Score -700292.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -700298.000000 Penalty: 2607.017578
	Iteration 42Q: 3 clusters Score -700298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -700302.125000 Penalty: 2607.017578
	Iteration 43Q: 3 clusters Score -700302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -700301.687500 Penalty: 2607.017578
	Iteration 44Q: 3 clusters Score -700301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -700302.937500 Penalty: 2607.017578
	Iteration 45Q: 3 clusters Score -700302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -700303.375000 Penalty: 2607.017578
	Iteration 46Q: 3 clusters Score -700303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -700302.687500 Penalty: 2607.017578
	Iteration 47Q: 3 clusters Score -700302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -700302.687500 Penalty: 2607.017578
	Iteration 48F: 3 clusters Score -700302.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Entering Unmasked Estep 
Score: -1449584.000000 Penalty: 1403.488037
	Iteration 0F: 2 clusters Score -1449584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1441356.125000 Penalty: 2806.976074
	Iteration 0F: 3 clusters Score -1441356 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1444308.250000 Penalty: 2806.976074
	Iteration 1F: 3 clusters Score -1444308 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1444853.750000 Penalty: 2806.976074
	Iteration 2F: 3 clusters Score -1444854 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1445304.625000 Penalty: 2806.976074
	Iteration 3F: 3 clusters Score -1445305 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1445735.000000 Penalty: 2806.976074
	Iteration 4F: 3 clusters Score -1445735 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1446117.500000 Penalty: 2806.976074
	Iteration 5F: 3 clusters Score -1446118 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1446461.500000 Penalty: 2806.976074
	Iteration 6Q: 3 clusters Score -1446462 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1446774.125000 Penalty: 2806.976074
	Iteration 7Q: 3 clusters Score -1446774 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1447022.625000 Penalty: 2806.976074
	Iteration 8Q: 3 clusters Score -1447023 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1447208.000000 Penalty: 2806.976074
	Iteration 9Q: 3 clusters Score -1447208 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1447379.625000 Penalty: 2806.976074
	Iteration 10Q: 3 clusters Score -1447380 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1447521.375000 Penalty: 2806.976074
	Iteration 11Q: 3 clusters Score -1447521 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1447630.750000 Penalty: 2806.976074
	Iteration 12Q: 3 clusters Score -1447631 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1447725.625000 Penalty: 2806.976074
	Iteration 13Q: 3 clusters Score -1447726 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1447795.500000 Penalty: 2806.976074
	Iteration 14Q: 3 clusters Score -1447796 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1447837.125000 Penalty: 2806.976074
	Iteration 15Q: 3 clusters Score -1447837 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1447887.750000 Penalty: 2806.976074
	Iteration 16Q: 3 clusters Score -1447888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1447928.875000 Penalty: 2806.976074
	Iteration 17Q: 3 clusters Score -1447929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1447966.750000 Penalty: 2806.976074
	Iteration 18Q: 3 clusters Score -1447967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1448002.250000 Penalty: 2806.976074
	Iteration 19Q: 3 clusters Score -1448002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1448027.375000 Penalty: 2806.976074
	Iteration 20F: 3 clusters Score -1448027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1448061.750000 Penalty: 2806.976074
	Iteration 21Q: 3 clusters Score -1448062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1448092.750000 Penalty: 2806.976074
	Iteration 22Q: 3 clusters Score -1448093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1448118.750000 Penalty: 2806.976074
	Iteration 23Q: 3 clusters Score -1448119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1448142.125000 Penalty: 2806.976074
	Iteration 24Q: 3 clusters Score -1448142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1448167.750000 Penalty: 2806.976074
	Iteration 25Q: 3 clusters Score -1448168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1448193.000000 Penalty: 2806.976074
	Iteration 26Q: 3 clusters Score -1448193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1448211.500000 Penalty: 2806.976074
	Iteration 27Q: 3 clusters Score -1448212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1448238.375000 Penalty: 2806.976074
	Iteration 28Q: 3 clusters Score -1448238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1448246.875000 Penalty: 2806.976074
	Iteration 29Q: 3 clusters Score -1448247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1448268.750000 Penalty: 2806.976074
	Iteration 30Q: 3 clusters Score -1448269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1448284.375000 Penalty: 2806.976074
	Iteration 31Q: 3 clusters Score -1448284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1448296.500000 Penalty: 2806.976074
	Iteration 32Q: 3 clusters Score -1448296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1448305.250000 Penalty: 2806.976074
	Iteration 33Q: 3 clusters Score -1448305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1448316.375000 Penalty: 2806.976074
	Iteration 34Q: 3 clusters Score -1448316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1448329.375000 Penalty: 2806.976074
	Iteration 35Q: 3 clusters Score -1448329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1448333.875000 Penalty: 2806.976074
	Iteration 36Q: 3 clusters Score -1448334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1448343.375000 Penalty: 2806.976074
	Iteration 37Q: 3 clusters Score -1448343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1448353.625000 Penalty: 2806.976074
	Iteration 38Q: 3 clusters Score -1448354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1448365.000000 Penalty: 2806.976074
	Iteration 39Q: 3 clusters Score -1448365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1448376.125000 Penalty: 2806.976074
	Iteration 40F: 3 clusters Score -1448376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1448385.500000 Penalty: 2806.976074
	Iteration 41Q: 3 clusters Score -1448386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1448398.500000 Penalty: 2806.976074
	Iteration 42Q: 3 clusters Score -1448398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1448415.750000 Penalty: 2806.976074
	Iteration 43Q: 3 clusters Score -1448416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1448443.250000 Penalty: 2806.976074
	Iteration 44Q: 3 clusters Score -1448443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1448455.125000 Penalty: 2806.976074
	Iteration 45Q: 3 clusters Score -1448455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1448471.500000 Penalty: 2806.976074
	Iteration 46Q: 3 clusters Score -1448472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1448483.375000 Penalty: 2806.976074
	Iteration 47Q: 3 clusters Score -1448483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1448497.250000 Penalty: 2806.976074
	Iteration 48Q: 3 clusters Score -1448497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1448508.875000 Penalty: 2806.976074
	Iteration 49Q: 3 clusters Score -1448509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1448522.625000 Penalty: 2806.976074
	Iteration 50Q: 3 clusters Score -1448523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1448528.750000 Penalty: 2806.976074
	Iteration 51Q: 3 clusters Score -1448529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1448538.750000 Penalty: 2806.976074
	Iteration 52Q: 3 clusters Score -1448539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1448547.500000 Penalty: 2806.976074
	Iteration 53Q: 3 clusters Score -1448548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1448558.875000 Penalty: 2806.976074
	Iteration 54Q: 3 clusters Score -1448559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1448567.125000 Penalty: 2806.976074
	Iteration 55Q: 3 clusters Score -1448567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1448572.625000 Penalty: 2806.976074
	Iteration 56Q: 3 clusters Score -1448573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1448583.125000 Penalty: 2806.976074
	Iteration 57Q: 3 clusters Score -1448583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1448593.875000 Penalty: 2806.976074
	Iteration 58Q: 3 clusters Score -1448594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1448604.750000 Penalty: 2806.976074
	Iteration 59Q: 3 clusters Score -1448605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1448607.000000 Penalty: 2806.976074
	Iteration 60F: 3 clusters Score -1448607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1448613.875000 Penalty: 2806.976074
	Iteration 61Q: 3 clusters Score -1448614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1448620.125000 Penalty: 2806.976074
	Iteration 62Q: 3 clusters Score -1448620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1448625.375000 Penalty: 2806.976074
	Iteration 63Q: 3 clusters Score -1448625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1448634.375000 Penalty: 2806.976074
	Iteration 64Q: 3 clusters Score -1448634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1448640.375000 Penalty: 2806.976074
	Iteration 65Q: 3 clusters Score -1448640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1448643.500000 Penalty: 2806.976074
	Iteration 66Q: 3 clusters Score -1448644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1448644.125000 Penalty: 2806.976074
	Iteration 67Q: 3 clusters Score -1448644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1448646.625000 Penalty: 2806.976074
	Iteration 68Q: 3 clusters Score -1448647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1448648.750000 Penalty: 2806.976074
	Iteration 69Q: 3 clusters Score -1448649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1448649.125000 Penalty: 2806.976074
	Iteration 70Q: 3 clusters Score -1448649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1448653.875000 Penalty: 2806.976074
	Iteration 71Q: 3 clusters Score -1448654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1448653.000000 Penalty: 2806.976074
	Iteration 72Q: 3 clusters Score -1448653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1448653.875000 Penalty: 2806.976074
	Iteration 73Q: 3 clusters Score -1448654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1448654.375000 Penalty: 2806.976074
	Iteration 74Q: 3 clusters Score -1448654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1448654.875000 Penalty: 2806.976074
	Iteration 75Q: 3 clusters Score -1448655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1448655.625000 Penalty: 2806.976074
	Iteration 76Q: 3 clusters Score -1448656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1448654.125000 Penalty: 2806.976074
	Iteration 77Q: 3 clusters Score -1448654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1448654.125000 Penalty: 2806.976074
	Iteration 78F: 3 clusters Score -1448654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -17142.693359 Penalty: 835.775574
	Iteration 0F: 2 clusters Score -17142.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16497.427734 Penalty: 1671.551147
	Iteration 0F: 3 clusters Score -16497.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16622.134766 Penalty: 1671.551147
	Iteration 1F: 3 clusters Score -16622.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16652.265625 Penalty: 1671.551147
	Iteration 2Q: 3 clusters Score -16652.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16657.171875 Penalty: 1671.551147
	Iteration 3Q: 3 clusters Score -16657.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16657.171875 Penalty: 1671.551147
	Iteration 4F: 3 clusters Score -16657.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Entering Unmasked Estep 
Score: -3531055.000000 Penalty: 1541.981323
	Iteration 0F: 2 clusters Score -3531055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3510433.750000 Penalty: 3083.962646
	Iteration 0F: 3 clusters Score -3510434 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3518300.250000 Penalty: 3083.962646
	Iteration 1F: 3 clusters Score -3518300 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3519005.250000 Penalty: 3083.962646
	Iteration 2F: 3 clusters Score -3519005 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3519683.750000 Penalty: 3083.962646
	Iteration 3F: 3 clusters Score -3519684 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3520474.000000 Penalty: 3083.962646
	Iteration 4F: 3 clusters Score -3520474 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3521337.750000 Penalty: 3083.962646
	Iteration 5F: 3 clusters Score -3521338 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3522442.250000 Penalty: 3083.962646
	Iteration 6F: 3 clusters Score -3522442 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3523656.750000 Penalty: 3083.962646
	Iteration 7F: 3 clusters Score -3523657 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3524943.750000 Penalty: 3083.962646
	Iteration 8F: 3 clusters Score -3524944 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3526200.500000 Penalty: 3083.962646
	Iteration 9F: 3 clusters Score -3526200 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3527289.250000 Penalty: 3083.962646
	Iteration 10Q: 3 clusters Score -3527289 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3528105.250000 Penalty: 3083.962646
	Iteration 11Q: 3 clusters Score -3528105 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3528698.750000 Penalty: 3083.962646
	Iteration 12Q: 3 clusters Score -3528699 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3529110.250000 Penalty: 3083.962646
	Iteration 13Q: 3 clusters Score -3529110 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3529347.250000 Penalty: 3083.962646
	Iteration 14Q: 3 clusters Score -3529347 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3529539.500000 Penalty: 3083.962646
	Iteration 15Q: 3 clusters Score -3529540 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3529660.250000 Penalty: 3083.962646
	Iteration 16Q: 3 clusters Score -3529660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3529730.250000 Penalty: 3083.962646
	Iteration 17Q: 3 clusters Score -3529730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3529771.500000 Penalty: 3083.962646
	Iteration 18Q: 3 clusters Score -3529772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3529806.000000 Penalty: 3083.962646
	Iteration 19Q: 3 clusters Score -3529806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3529821.500000 Penalty: 3083.962646
	Iteration 20F: 3 clusters Score -3529822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3529841.750000 Penalty: 3083.962646
	Iteration 21Q: 3 clusters Score -3529842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3529860.750000 Penalty: 3083.962646
	Iteration 22Q: 3 clusters Score -3529861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3529884.500000 Penalty: 3083.962646
	Iteration 23Q: 3 clusters Score -3529884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3529903.500000 Penalty: 3083.962646
	Iteration 24Q: 3 clusters Score -3529904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3529904.750000 Penalty: 3083.962646
	Iteration 25Q: 3 clusters Score -3529905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3529914.000000 Penalty: 3083.962646
	Iteration 26Q: 3 clusters Score -3529914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3529924.500000 Penalty: 3083.962646
	Iteration 27Q: 3 clusters Score -3529924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3529916.000000 Penalty: 3083.962646
	Iteration 28Q: 3 clusters Score -3529916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3529925.250000 Penalty: 3083.962646
	Iteration 29Q: 3 clusters Score -3529925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3529922.500000 Penalty: 3083.962646
	Iteration 30Q: 3 clusters Score -3529922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3529922.500000 Penalty: 3083.962646
	Iteration 31F: 3 clusters Score -3529922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (25882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Entering Unmasked Estep 
Score: -3031743.750000 Penalty: 1512.001831
	Iteration 0F: 2 clusters Score -3031744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3014901.000000 Penalty: 3024.003662
	Iteration 0F: 3 clusters Score -3014901 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3021060.250000 Penalty: 3024.003662
	Iteration 1F: 3 clusters Score -3021060 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3021561.750000 Penalty: 3024.003662
	Iteration 2F: 3 clusters Score -3021562 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3021984.250000 Penalty: 3024.003662
	Iteration 3Q: 3 clusters Score -3021984 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3022409.250000 Penalty: 3024.003662
	Iteration 4Q: 3 clusters Score -3022409 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3022845.500000 Penalty: 3024.003662
	Iteration 5Q: 3 clusters Score -3022846 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3023275.500000 Penalty: 3024.003662
	Iteration 6Q: 3 clusters Score -3023276 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3023737.500000 Penalty: 3024.003662
	Iteration 7Q: 3 clusters Score -3023738 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3024237.750000 Penalty: 3024.003662
	Iteration 8Q: 3 clusters Score -3024238 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3024793.000000 Penalty: 3024.003662
	Iteration 9Q: 3 clusters Score -3024793 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3025377.750000 Penalty: 3024.003662
	Iteration 10Q: 3 clusters Score -3025378 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3026025.250000 Penalty: 3024.003662
	Iteration 11Q: 3 clusters Score -3026025 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3026692.500000 Penalty: 3024.003662
	Iteration 12Q: 3 clusters Score -3026692 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3027386.000000 Penalty: 3024.003662
	Iteration 13Q: 3 clusters Score -3027386 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3028017.000000 Penalty: 3024.003662
	Iteration 14Q: 3 clusters Score -3028017 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3028453.750000 Penalty: 3024.003662
	Iteration 15Q: 3 clusters Score -3028454 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3028758.000000 Penalty: 3024.003662
	Iteration 16Q: 3 clusters Score -3028758 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3028990.500000 Penalty: 3024.003662
	Iteration 17Q: 3 clusters Score -3028990 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3029168.750000 Penalty: 3024.003662
	Iteration 18Q: 3 clusters Score -3029169 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3029316.000000 Penalty: 3024.003662
	Iteration 19Q: 3 clusters Score -3029316 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3029430.750000 Penalty: 3024.003662
	Iteration 20F: 3 clusters Score -3029431 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3029542.500000 Penalty: 3024.003662
	Iteration 21Q: 3 clusters Score -3029542 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3029651.250000 Penalty: 3024.003662
	Iteration 22Q: 3 clusters Score -3029651 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3029767.000000 Penalty: 3024.003662
	Iteration 23Q: 3 clusters Score -3029767 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3029857.250000 Penalty: 3024.003662
	Iteration 24Q: 3 clusters Score -3029857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3029954.750000 Penalty: 3024.003662
	Iteration 25Q: 3 clusters Score -3029955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3030018.500000 Penalty: 3024.003662
	Iteration 26Q: 3 clusters Score -3030018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3030078.750000 Penalty: 3024.003662
	Iteration 27Q: 3 clusters Score -3030079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3030132.250000 Penalty: 3024.003662
	Iteration 28Q: 3 clusters Score -3030132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3030178.000000 Penalty: 3024.003662
	Iteration 29Q: 3 clusters Score -3030178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3030213.000000 Penalty: 3024.003662
	Iteration 30Q: 3 clusters Score -3030213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3030246.250000 Penalty: 3024.003662
	Iteration 31Q: 3 clusters Score -3030246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3030290.250000 Penalty: 3024.003662
	Iteration 32Q: 3 clusters Score -3030290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3030324.750000 Penalty: 3024.003662
	Iteration 33Q: 3 clusters Score -3030325 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3030356.250000 Penalty: 3024.003662
	Iteration 34Q: 3 clusters Score -3030356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3030378.250000 Penalty: 3024.003662
	Iteration 35Q: 3 clusters Score -3030378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3030403.750000 Penalty: 3024.003662
	Iteration 36Q: 3 clusters Score -3030404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3030427.750000 Penalty: 3024.003662
	Iteration 37Q: 3 clusters Score -3030428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3030437.750000 Penalty: 3024.003662
	Iteration 38Q: 3 clusters Score -3030438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3030449.250000 Penalty: 3024.003662
	Iteration 39Q: 3 clusters Score -3030449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3030462.750000 Penalty: 3024.003662
	Iteration 40F: 3 clusters Score -3030463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3030479.750000 Penalty: 3024.003662
	Iteration 41Q: 3 clusters Score -3030480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3030484.000000 Penalty: 3024.003662
	Iteration 42Q: 3 clusters Score -3030484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3030490.000000 Penalty: 3024.003662
	Iteration 43Q: 3 clusters Score -3030490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3030506.250000 Penalty: 3024.003662
	Iteration 44Q: 3 clusters Score -3030506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3030513.250000 Penalty: 3024.003662
	Iteration 45Q: 3 clusters Score -3030513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3030518.250000 Penalty: 3024.003662
	Iteration 46Q: 3 clusters Score -3030518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3030519.500000 Penalty: 3024.003662
	Iteration 47Q: 3 clusters Score -3030520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3030526.000000 Penalty: 3024.003662
	Iteration 48Q: 3 clusters Score -3030526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3030531.500000 Penalty: 3024.003662
	Iteration 49Q: 3 clusters Score -3030532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3030540.250000 Penalty: 3024.003662
	Iteration 50Q: 3 clusters Score -3030540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3030541.000000 Penalty: 3024.003662
	Iteration 51Q: 3 clusters Score -3030541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3030540.750000 Penalty: 3024.003662
	Iteration 52Q: 3 clusters Score -3030541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3030547.500000 Penalty: 3024.003662
	Iteration 53Q: 3 clusters Score -3030548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3030549.000000 Penalty: 3024.003662
	Iteration 54Q: 3 clusters Score -3030549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3030558.250000 Penalty: 3024.003662
	Iteration 55Q: 3 clusters Score -3030558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3030557.750000 Penalty: 3024.003662
	Iteration 56Q: 3 clusters Score -3030558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3030560.750000 Penalty: 3024.003662
	Iteration 57Q: 3 clusters Score -3030561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3030568.750000 Penalty: 3024.003662
	Iteration 58Q: 3 clusters Score -3030569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3030572.250000 Penalty: 3024.003662
	Iteration 59Q: 3 clusters Score -3030572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3030575.750000 Penalty: 3024.003662
	Iteration 60F: 3 clusters Score -3030576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3030581.500000 Penalty: 3024.003662
	Iteration 61Q: 3 clusters Score -3030582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3030587.000000 Penalty: 3024.003662
	Iteration 62Q: 3 clusters Score -3030587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3030592.750000 Penalty: 3024.003662
	Iteration 63Q: 3 clusters Score -3030593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3030608.250000 Penalty: 3024.003662
	Iteration 64Q: 3 clusters Score -3030608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3030608.000000 Penalty: 3024.003662
	Iteration 65Q: 3 clusters Score -3030608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3030614.500000 Penalty: 3024.003662
	Iteration 66Q: 3 clusters Score -3030614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3030610.250000 Penalty: 3024.003662
	Iteration 67Q: 3 clusters Score -3030610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3030609.000000 Penalty: 3024.003662
	Iteration 68Q: 3 clusters Score -3030609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3030613.000000 Penalty: 3024.003662
	Iteration 69Q: 3 clusters Score -3030613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3030613.000000 Penalty: 3024.003662
	Iteration 70Q: 3 clusters Score -3030613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3030614.250000 Penalty: 3024.003662
	Iteration 71Q: 3 clusters Score -3030614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3030614.250000 Penalty: 3024.003662
	Iteration 72F: 3 clusters Score -3030614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (67214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Entering Unmasked Estep 
Score: -7881426.000000 Penalty: 1654.006836
	Iteration 0F: 2 clusters Score -7881426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -7837732.000000 Penalty: 3308.013672
	Iteration 0F: 3 clusters Score -7837732 nChanged 31491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -7855544.500000 Penalty: 3308.013672
	Iteration 1F: 3 clusters Score -7855544 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -7856501.500000 Penalty: 3308.013672
	Iteration 2Q: 3 clusters Score -7856502 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -7857697.000000 Penalty: 3308.013672
	Iteration 3Q: 3 clusters Score -7857697 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -7859249.000000 Penalty: 3308.013672
	Iteration 4F: 3 clusters Score -7859249 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -7861266.500000 Penalty: 3308.013672
	Iteration 5F: 3 clusters Score -7861266 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -7863599.500000 Penalty: 3308.013672
	Iteration 6F: 3 clusters Score -7863600 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -7865834.500000 Penalty: 3308.013672
	Iteration 7F: 3 clusters Score -7865834 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7867877.500000 Penalty: 3308.013672
	Iteration 8F: 3 clusters Score -7867878 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -7869814.500000 Penalty: 3308.013672
	Iteration 9Q: 3 clusters Score -7869814 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -7871507.000000 Penalty: 3308.013672
	Iteration 10Q: 3 clusters Score -7871507 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -7873095.000000 Penalty: 3308.013672
	Iteration 11Q: 3 clusters Score -7873095 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -7874337.500000 Penalty: 3308.013672
	Iteration 12Q: 3 clusters Score -7874338 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -7875209.000000 Penalty: 3308.013672
	Iteration 13Q: 3 clusters Score -7875209 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -7875815.000000 Penalty: 3308.013672
	Iteration 14Q: 3 clusters Score -7875815 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -7876186.000000 Penalty: 3308.013672
	Iteration 15Q: 3 clusters Score -7876186 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -7876494.500000 Penalty: 3308.013672
	Iteration 16Q: 3 clusters Score -7876494 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -7876753.000000 Penalty: 3308.013672
	Iteration 17Q: 3 clusters Score -7876753 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -7877093.000000 Penalty: 3308.013672
	Iteration 18Q: 3 clusters Score -7877093 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -7877342.500000 Penalty: 3308.013672
	Iteration 19Q: 3 clusters Score -7877342 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -7877591.500000 Penalty: 3308.013672
	Iteration 20F: 3 clusters Score -7877592 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -7877820.500000 Penalty: 3308.013672
	Iteration 21Q: 3 clusters Score -7877820 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7878035.000000 Penalty: 3308.013672
	Iteration 22Q: 3 clusters Score -7878035 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -7878293.500000 Penalty: 3308.013672
	Iteration 23Q: 3 clusters Score -7878294 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7878458.000000 Penalty: 3308.013672
	Iteration 24Q: 3 clusters Score -7878458 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7878649.000000 Penalty: 3308.013672
	Iteration 25Q: 3 clusters Score -7878649 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7878811.000000 Penalty: 3308.013672
	Iteration 26Q: 3 clusters Score -7878811 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7878958.000000 Penalty: 3308.013672
	Iteration 27Q: 3 clusters Score -7878958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7879097.000000 Penalty: 3308.013672
	Iteration 28Q: 3 clusters Score -7879097 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7879228.000000 Penalty: 3308.013672
	Iteration 29Q: 3 clusters Score -7879228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7879326.000000 Penalty: 3308.013672
	Iteration 30Q: 3 clusters Score -7879326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7879401.500000 Penalty: 3308.013672
	Iteration 31Q: 3 clusters Score -7879402 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7879499.500000 Penalty: 3308.013672
	Iteration 32Q: 3 clusters Score -7879500 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7879611.000000 Penalty: 3308.013672
	Iteration 33Q: 3 clusters Score -7879611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7879659.500000 Penalty: 3308.013672
	Iteration 34Q: 3 clusters Score -7879660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7879720.000000 Penalty: 3308.013672
	Iteration 35Q: 3 clusters Score -7879720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7879757.000000 Penalty: 3308.013672
	Iteration 36Q: 3 clusters Score -7879757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7879785.500000 Penalty: 3308.013672
	Iteration 37Q: 3 clusters Score -7879786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7879850.000000 Penalty: 3308.013672
	Iteration 38Q: 3 clusters Score -7879850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7879886.000000 Penalty: 3308.013672
	Iteration 39Q: 3 clusters Score -7879886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7879907.500000 Penalty: 3308.013672
	Iteration 40F: 3 clusters Score -7879908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7879941.000000 Penalty: 3308.013672
	Iteration 41Q: 3 clusters Score -7879941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7879977.500000 Penalty: 3308.013672
	Iteration 42Q: 3 clusters Score -7879978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7880020.000000 Penalty: 3308.013672
	Iteration 43Q: 3 clusters Score -7880020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7880052.500000 Penalty: 3308.013672
	Iteration 44Q: 3 clusters Score -7880052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7880056.500000 Penalty: 3308.013672
	Iteration 45Q: 3 clusters Score -7880056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7880060.500000 Penalty: 3308.013672
	Iteration 46Q: 3 clusters Score -7880060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7880079.500000 Penalty: 3308.013672
	Iteration 47Q: 3 clusters Score -7880080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7880089.500000 Penalty: 3308.013672
	Iteration 48Q: 3 clusters Score -7880090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7880091.000000 Penalty: 3308.013672
	Iteration 49Q: 3 clusters Score -7880091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7880096.000000 Penalty: 3308.013672
	Iteration 50Q: 3 clusters Score -7880096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7880097.500000 Penalty: 3308.013672
	Iteration 51Q: 3 clusters Score -7880098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7880106.500000 Penalty: 3308.013672
	Iteration 52Q: 3 clusters Score -7880106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7880114.500000 Penalty: 3308.013672
	Iteration 53Q: 3 clusters Score -7880114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7880116.000000 Penalty: 3308.013672
	Iteration 54Q: 3 clusters Score -7880116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7880111.000000 Penalty: 3308.013672
	Iteration 55Q: 3 clusters Score -7880111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7880111.500000 Penalty: 3308.013672
	Iteration 56Q: 3 clusters Score -7880112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7880111.000000 Penalty: 3308.013672
	Iteration 57Q: 3 clusters Score -7880111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7880112.500000 Penalty: 3308.013672
	Iteration 58Q: 3 clusters Score -7880112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7880119.500000 Penalty: 3308.013672
	Iteration 59Q: 3 clusters Score -7880120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7880122.500000 Penalty: 3308.013672
	Iteration 60F: 3 clusters Score -7880122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7880126.500000 Penalty: 3308.013672
	Iteration 61Q: 3 clusters Score -7880126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7880139.500000 Penalty: 3308.013672
	Iteration 62Q: 3 clusters Score -7880140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7880140.500000 Penalty: 3308.013672
	Iteration 63Q: 3 clusters Score -7880140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7880139.000000 Penalty: 3308.013672
	Iteration 64Q: 3 clusters Score -7880139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7880139.000000 Penalty: 3308.013672
	Iteration 65Q: 3 clusters Score -7880139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7880135.000000 Penalty: 3308.013672
	Iteration 66Q: 3 clusters Score -7880135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7880144.500000 Penalty: 3308.013672
	Iteration 67Q: 3 clusters Score -7880144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7880148.500000 Penalty: 3308.013672
	Iteration 68Q: 3 clusters Score -7880148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7880153.000000 Penalty: 3308.013672
	Iteration 69Q: 3 clusters Score -7880153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7880151.000000 Penalty: 3308.013672
	Iteration 70Q: 3 clusters Score -7880151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7880151.500000 Penalty: 3308.013672
	Iteration 71Q: 3 clusters Score -7880152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7880151.500000 Penalty: 3308.013672
	Iteration 72F: 3 clusters Score -7880152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -439335.187500 Penalty: 1232.471069
	Iteration 0F: 2 clusters Score -439335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -436326.593750 Penalty: 2464.942139
	Iteration 0F: 3 clusters Score -436326.6 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -437148.375000 Penalty: 2464.942139
	Iteration 1F: 3 clusters Score -437148.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -437340.812500 Penalty: 2464.942139
	Iteration 2F: 3 clusters Score -437340.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -437438.062500 Penalty: 2464.942139
	Iteration 3Q: 3 clusters Score -437438.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -437503.750000 Penalty: 2464.942139
	Iteration 4Q: 3 clusters Score -437503.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -437556.125000 Penalty: 2464.942139
	Iteration 5Q: 3 clusters Score -437556.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -437593.562500 Penalty: 2464.942139
	Iteration 6Q: 3 clusters Score -437593.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -437631.125000 Penalty: 2464.942139
	Iteration 7Q: 3 clusters Score -437631.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -437661.031250 Penalty: 2464.942139
	Iteration 8Q: 3 clusters Score -437661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -437684.812500 Penalty: 2464.942139
	Iteration 9Q: 3 clusters Score -437684.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -437705.125000 Penalty: 2464.942139
	Iteration 10Q: 3 clusters Score -437705.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -437721.281250 Penalty: 2464.942139
	Iteration 11Q: 3 clusters Score -437721.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -437740.437500 Penalty: 2464.942139
	Iteration 12Q: 3 clusters Score -437740.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -437764.218750 Penalty: 2464.942139
	Iteration 13Q: 3 clusters Score -437764.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -437783.687500 Penalty: 2464.942139
	Iteration 14Q: 3 clusters Score -437783.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -437802.437500 Penalty: 2464.942139
	Iteration 15Q: 3 clusters Score -437802.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -437822.250000 Penalty: 2464.942139
	Iteration 16Q: 3 clusters Score -437822.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -437838.937500 Penalty: 2464.942139
	Iteration 17Q: 3 clusters Score -437838.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -437848.625000 Penalty: 2464.942139
	Iteration 18Q: 3 clusters Score -437848.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -437858.156250 Penalty: 2464.942139
	Iteration 19Q: 3 clusters Score -437858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -437869.843750 Penalty: 2464.942139
	Iteration 20F: 3 clusters Score -437869.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -437886.687500 Penalty: 2464.942139
	Iteration 21Q: 3 clusters Score -437886.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -437906.937500 Penalty: 2464.942139
	Iteration 22Q: 3 clusters Score -437906.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -437938.062500 Penalty: 2464.942139
	Iteration 23Q: 3 clusters Score -437938.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -437966.312500 Penalty: 2464.942139
	Iteration 24Q: 3 clusters Score -437966.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -437995.218750 Penalty: 2464.942139
	Iteration 25Q: 3 clusters Score -437995.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -438027.062500 Penalty: 2464.942139
	Iteration 26Q: 3 clusters Score -438027.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -438053.937500 Penalty: 2464.942139
	Iteration 27Q: 3 clusters Score -438053.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -438075.156250 Penalty: 2464.942139
	Iteration 28Q: 3 clusters Score -438075.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -438091.875000 Penalty: 2464.942139
	Iteration 29Q: 3 clusters Score -438091.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -438108.625000 Penalty: 2464.942139
	Iteration 30Q: 3 clusters Score -438108.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -438117.375000 Penalty: 2464.942139
	Iteration 31Q: 3 clusters Score -438117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -438123.968750 Penalty: 2464.942139
	Iteration 32Q: 3 clusters Score -438124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -438132.125000 Penalty: 2464.942139
	Iteration 33Q: 3 clusters Score -438132.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -438143.406250 Penalty: 2464.942139
	Iteration 34Q: 3 clusters Score -438143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -438152.906250 Penalty: 2464.942139
	Iteration 35Q: 3 clusters Score -438152.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -438162.843750 Penalty: 2464.942139
	Iteration 36Q: 3 clusters Score -438162.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -438171.781250 Penalty: 2464.942139
	Iteration 37Q: 3 clusters Score -438171.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -438183.906250 Penalty: 2464.942139
	Iteration 38Q: 3 clusters Score -438183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -438197.125000 Penalty: 2464.942139
	Iteration 39Q: 3 clusters Score -438197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -438206.875000 Penalty: 2464.942139
	Iteration 40F: 3 clusters Score -438206.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -438216.062500 Penalty: 2464.942139
	Iteration 41Q: 3 clusters Score -438216.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -438227.187500 Penalty: 2464.942139
	Iteration 42Q: 3 clusters Score -438227.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -438238.718750 Penalty: 2464.942139
	Iteration 43Q: 3 clusters Score -438238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -438254.437500 Penalty: 2464.942139
	Iteration 44Q: 3 clusters Score -438254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -438267.531250 Penalty: 2464.942139
	Iteration 45Q: 3 clusters Score -438267.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -438275.531250 Penalty: 2464.942139
	Iteration 46Q: 3 clusters Score -438275.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -438284.500000 Penalty: 2464.942139
	Iteration 47Q: 3 clusters Score -438284.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -438295.187500 Penalty: 2464.942139
	Iteration 48Q: 3 clusters Score -438295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -438302.031250 Penalty: 2464.942139
	Iteration 49Q: 3 clusters Score -438302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -438304.687500 Penalty: 2464.942139
	Iteration 50Q: 3 clusters Score -438304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -438306.750000 Penalty: 2464.942139
	Iteration 51Q: 3 clusters Score -438306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -438308.156250 Penalty: 2464.942139
	Iteration 52Q: 3 clusters Score -438308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -438310.500000 Penalty: 2464.942139
	Iteration 53Q: 3 clusters Score -438310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -438313.531250 Penalty: 2464.942139
	Iteration 54Q: 3 clusters Score -438313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -438313.406250 Penalty: 2464.942139
	Iteration 55Q: 3 clusters Score -438313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -438314.593750 Penalty: 2464.942139
	Iteration 56Q: 3 clusters Score -438314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -438314.593750 Penalty: 2464.942139
	Iteration 57F: 3 clusters Score -438314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Entering Unmasked Estep 
Score: -923443.437500 Penalty: 1334.667847
	Iteration 0F: 2 clusters Score -923443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -917999.312500 Penalty: 2669.335693
	Iteration 0F: 3 clusters Score -917999.3 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -919738.687500 Penalty: 2669.335693
	Iteration 1F: 3 clusters Score -919738.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -920069.125000 Penalty: 2669.335693
	Iteration 2F: 3 clusters Score -920069.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -920284.500000 Penalty: 2669.335693
	Iteration 3F: 3 clusters Score -920284.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -920431.750000 Penalty: 2669.335693
	Iteration 4Q: 3 clusters Score -920431.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -920554.187500 Penalty: 2669.335693
	Iteration 5Q: 3 clusters Score -920554.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -920653.562500 Penalty: 2669.335693
	Iteration 6Q: 3 clusters Score -920653.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -920727.000000 Penalty: 2669.335693
	Iteration 7Q: 3 clusters Score -920727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -920796.375000 Penalty: 2669.335693
	Iteration 8Q: 3 clusters Score -920796.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -920859.125000 Penalty: 2669.335693
	Iteration 9Q: 3 clusters Score -920859.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -920922.187500 Penalty: 2669.335693
	Iteration 10Q: 3 clusters Score -920922.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -920984.750000 Penalty: 2669.335693
	Iteration 11Q: 3 clusters Score -920984.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -921045.437500 Penalty: 2669.335693
	Iteration 12Q: 3 clusters Score -921045.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -921096.687500 Penalty: 2669.335693
	Iteration 13Q: 3 clusters Score -921096.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -921147.875000 Penalty: 2669.335693
	Iteration 14Q: 3 clusters Score -921147.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -921207.750000 Penalty: 2669.335693
	Iteration 15Q: 3 clusters Score -921207.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -921272.812500 Penalty: 2669.335693
	Iteration 16Q: 3 clusters Score -921272.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -921349.562500 Penalty: 2669.335693
	Iteration 17Q: 3 clusters Score -921349.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -921421.875000 Penalty: 2669.335693
	Iteration 18Q: 3 clusters Score -921421.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -921505.000000 Penalty: 2669.335693
	Iteration 19Q: 3 clusters Score -921505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -921576.187500 Penalty: 2669.335693
	Iteration 20F: 3 clusters Score -921576.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -921653.750000 Penalty: 2669.335693
	Iteration 21Q: 3 clusters Score -921653.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -921716.187500 Penalty: 2669.335693
	Iteration 22Q: 3 clusters Score -921716.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -921771.437500 Penalty: 2669.335693
	Iteration 23Q: 3 clusters Score -921771.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -921818.062500 Penalty: 2669.335693
	Iteration 24Q: 3 clusters Score -921818.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -921869.250000 Penalty: 2669.335693
	Iteration 25Q: 3 clusters Score -921869.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -921916.375000 Penalty: 2669.335693
	Iteration 26Q: 3 clusters Score -921916.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -921955.625000 Penalty: 2669.335693
	Iteration 27Q: 3 clusters Score -921955.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -921997.875000 Penalty: 2669.335693
	Iteration 28Q: 3 clusters Score -921997.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -922040.312500 Penalty: 2669.335693
	Iteration 29Q: 3 clusters Score -922040.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -922082.000000 Penalty: 2669.335693
	Iteration 30Q: 3 clusters Score -922082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -922124.937500 Penalty: 2669.335693
	Iteration 31Q: 3 clusters Score -922124.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -922159.312500 Penalty: 2669.335693
	Iteration 32Q: 3 clusters Score -922159.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -922189.937500 Penalty: 2669.335693
	Iteration 33Q: 3 clusters Score -922189.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -922213.687500 Penalty: 2669.335693
	Iteration 34Q: 3 clusters Score -922213.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -922230.437500 Penalty: 2669.335693
	Iteration 35Q: 3 clusters Score -922230.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -922240.437500 Penalty: 2669.335693
	Iteration 36Q: 3 clusters Score -922240.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -922255.562500 Penalty: 2669.335693
	Iteration 37Q: 3 clusters Score -922255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -922265.000000 Penalty: 2669.335693
	Iteration 38Q: 3 clusters Score -922265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -922274.437500 Penalty: 2669.335693
	Iteration 39Q: 3 clusters Score -922274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -922279.687500 Penalty: 2669.335693
	Iteration 40F: 3 clusters Score -922279.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -922285.812500 Penalty: 2669.335693
	Iteration 41Q: 3 clusters Score -922285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -922292.312500 Penalty: 2669.335693
	Iteration 42Q: 3 clusters Score -922292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -922295.312500 Penalty: 2669.335693
	Iteration 43Q: 3 clusters Score -922295.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -922305.625000 Penalty: 2669.335693
	Iteration 44Q: 3 clusters Score -922305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -922317.562500 Penalty: 2669.335693
	Iteration 45Q: 3 clusters Score -922317.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -922327.750000 Penalty: 2669.335693
	Iteration 46Q: 3 clusters Score -922327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -922331.062500 Penalty: 2669.335693
	Iteration 47Q: 3 clusters Score -922331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -922334.437500 Penalty: 2669.335693
	Iteration 48Q: 3 clusters Score -922334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -922340.562500 Penalty: 2669.335693
	Iteration 49Q: 3 clusters Score -922340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -922350.875000 Penalty: 2669.335693
	Iteration 50Q: 3 clusters Score -922350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -922361.062500 Penalty: 2669.335693
	Iteration 51Q: 3 clusters Score -922361.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -922363.687500 Penalty: 2669.335693
	Iteration 52Q: 3 clusters Score -922363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -922365.812500 Penalty: 2669.335693
	Iteration 53Q: 3 clusters Score -922365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -922371.187500 Penalty: 2669.335693
	Iteration 54Q: 3 clusters Score -922371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -922377.750000 Penalty: 2669.335693
	Iteration 55Q: 3 clusters Score -922377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -922380.750000 Penalty: 2669.335693
	Iteration 56Q: 3 clusters Score -922380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -922387.750000 Penalty: 2669.335693
	Iteration 57Q: 3 clusters Score -922387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -922390.875000 Penalty: 2669.335693
	Iteration 58Q: 3 clusters Score -922390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -922393.750000 Penalty: 2669.335693
	Iteration 59Q: 3 clusters Score -922393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -922400.000000 Penalty: 2669.335693
	Iteration 60F: 3 clusters Score -922400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -922403.437500 Penalty: 2669.335693
	Iteration 61Q: 3 clusters Score -922403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -922405.500000 Penalty: 2669.335693
	Iteration 62Q: 3 clusters Score -922405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -922407.875000 Penalty: 2669.335693
	Iteration 63Q: 3 clusters Score -922407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -922411.750000 Penalty: 2669.335693
	Iteration 64Q: 3 clusters Score -922411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -922415.000000 Penalty: 2669.335693
	Iteration 65Q: 3 clusters Score -922415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -922415.187500 Penalty: 2669.335693
	Iteration 66Q: 3 clusters Score -922415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -922415.937500 Penalty: 2669.335693
	Iteration 67Q: 3 clusters Score -922415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -922418.437500 Penalty: 2669.335693
	Iteration 68Q: 3 clusters Score -922418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -922419.375000 Penalty: 2669.335693
	Iteration 69Q: 3 clusters Score -922419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -922420.062500 Penalty: 2669.335693
	Iteration 70Q: 3 clusters Score -922420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -922420.500000 Penalty: 2669.335693
	Iteration 71Q: 3 clusters Score -922420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -922420.500000 Penalty: 2669.335693
	Iteration 72F: 3 clusters Score -922420.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -47378.449219 Penalty: 936.460815
	Iteration 0F: 2 clusters Score -47378.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46411.781250 Penalty: 1872.921631
	Iteration 0F: 3 clusters Score -46411.78 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46632.859375 Penalty: 1872.921631
	Iteration 1F: 3 clusters Score -46632.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46708.234375 Penalty: 1872.921631
	Iteration 2F: 3 clusters Score -46708.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46769.449219 Penalty: 1872.921631
	Iteration 3Q: 3 clusters Score -46769.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46828.300781 Penalty: 1872.921631
	Iteration 4Q: 3 clusters Score -46828.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46892.773438 Penalty: 1872.921631
	Iteration 5Q: 3 clusters Score -46892.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46969.621094 Penalty: 1872.921631
	Iteration 6Q: 3 clusters Score -46969.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47041.980469 Penalty: 1872.921631
	Iteration 7Q: 3 clusters Score -47041.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47221.019531 Penalty: 1872.921631
	Iteration 8Q: 3 clusters Score -47221.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47351.652344 Penalty: 1872.921631
	Iteration 9Q: 3 clusters Score -47351.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47389.742188 Penalty: 1872.921631
	Iteration 10Q: 3 clusters Score -47389.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47413.644531 Penalty: 1872.921631
	Iteration 11Q: 3 clusters Score -47413.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47422.460938 Penalty: 1872.921631
	Iteration 12Q: 3 clusters Score -47422.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47427.746094 Penalty: 1872.921631
	Iteration 13Q: 3 clusters Score -47427.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47443.839844 Penalty: 1872.921631
	Iteration 14Q: 3 clusters Score -47443.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47450.437500 Penalty: 1872.921631
	Iteration 15Q: 3 clusters Score -47450.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47450.437500 Penalty: 1872.921631
	Iteration 16F: 3 clusters Score -47450.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49593 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20102 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63900 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 32046 members 
Mstep: Class 35 contains 25440 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5119 members 
Mstep: Class 45 contains 10970 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24937 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12482 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31659 members 
Mstep: Class 53 contains 25882 members 
Mstep: Class 54 contains 67214 members 
Mstep: Class 55 contains 3955 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 357 members 
Mstep: Class 58 contains 16000 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2434 members 
Mstep: Class 63 contains 1633 members 
Mstep: Class 64 contains 86651 members 
Mstep: Class 65 contains 239 members 
Mstep: Class 66 contains 184 members 
Entering Unmasked Estep 
Score: -111083240.000000 Penalty: 135716.546875
Splitting cluster 57 changes total score from -111083656.000000 to -111083240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (16000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Entering Unmasked Estep 
Score: -1904097.750000 Penalty: 1440.435181
	Iteration 0F: 2 clusters Score -1904098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1893572.500000 Penalty: 2880.870361
	Iteration 0F: 3 clusters Score -1893572 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1897315.375000 Penalty: 2880.870361
	Iteration 1F: 3 clusters Score -1897315 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1897714.875000 Penalty: 2880.870361
	Iteration 2F: 3 clusters Score -1897715 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1898113.500000 Penalty: 2880.870361
	Iteration 3F: 3 clusters Score -1898114 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1898574.750000 Penalty: 2880.870361
	Iteration 4F: 3 clusters Score -1898575 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1899121.750000 Penalty: 2880.870361
	Iteration 5F: 3 clusters Score -1899122 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1899700.750000 Penalty: 2880.870361
	Iteration 6F: 3 clusters Score -1899701 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1900257.750000 Penalty: 2880.870361
	Iteration 7F: 3 clusters Score -1900258 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1900792.625000 Penalty: 2880.870361
	Iteration 8F: 3 clusters Score -1900793 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1901269.625000 Penalty: 2880.870361
	Iteration 9Q: 3 clusters Score -1901270 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1901657.000000 Penalty: 2880.870361
	Iteration 10Q: 3 clusters Score -1901657 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1901926.375000 Penalty: 2880.870361
	Iteration 11Q: 3 clusters Score -1901926 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1902146.125000 Penalty: 2880.870361
	Iteration 12Q: 3 clusters Score -1902146 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1902312.375000 Penalty: 2880.870361
	Iteration 13Q: 3 clusters Score -1902312 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1902441.375000 Penalty: 2880.870361
	Iteration 14Q: 3 clusters Score -1902441 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1902529.125000 Penalty: 2880.870361
	Iteration 15Q: 3 clusters Score -1902529 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1902602.625000 Penalty: 2880.870361
	Iteration 16Q: 3 clusters Score -1902603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1902666.875000 Penalty: 2880.870361
	Iteration 17Q: 3 clusters Score -1902667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1902707.500000 Penalty: 2880.870361
	Iteration 18Q: 3 clusters Score -1902708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1902751.750000 Penalty: 2880.870361
	Iteration 19Q: 3 clusters Score -1902752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1902789.875000 Penalty: 2880.870361
	Iteration 20F: 3 clusters Score -1902790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1902805.750000 Penalty: 2880.870361
	Iteration 21Q: 3 clusters Score -1902806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1902819.125000 Penalty: 2880.870361
	Iteration 22Q: 3 clusters Score -1902819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1902837.000000 Penalty: 2880.870361
	Iteration 23Q: 3 clusters Score -1902837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1902849.000000 Penalty: 2880.870361
	Iteration 24Q: 3 clusters Score -1902849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1902859.000000 Penalty: 2880.870361
	Iteration 25Q: 3 clusters Score -1902859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1902871.250000 Penalty: 2880.870361
	Iteration 26Q: 3 clusters Score -1902871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1902883.500000 Penalty: 2880.870361
	Iteration 27Q: 3 clusters Score -1902884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1902890.750000 Penalty: 2880.870361
	Iteration 28Q: 3 clusters Score -1902891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1902903.875000 Penalty: 2880.870361
	Iteration 29Q: 3 clusters Score -1902904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1902912.875000 Penalty: 2880.870361
	Iteration 30Q: 3 clusters Score -1902913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1902928.375000 Penalty: 2880.870361
	Iteration 31Q: 3 clusters Score -1902928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1902932.750000 Penalty: 2880.870361
	Iteration 32Q: 3 clusters Score -1902933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1902942.125000 Penalty: 2880.870361
	Iteration 33Q: 3 clusters Score -1902942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1902948.625000 Penalty: 2880.870361
	Iteration 34Q: 3 clusters Score -1902949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1902950.125000 Penalty: 2880.870361
	Iteration 35Q: 3 clusters Score -1902950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1902955.500000 Penalty: 2880.870361
	Iteration 36Q: 3 clusters Score -1902956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1902958.500000 Penalty: 2880.870361
	Iteration 37Q: 3 clusters Score -1902958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1902965.375000 Penalty: 2880.870361
	Iteration 38Q: 3 clusters Score -1902965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1902966.375000 Penalty: 2880.870361
	Iteration 39Q: 3 clusters Score -1902966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1902966.375000 Penalty: 2880.870361
	Iteration 40F: 3 clusters Score -1902966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -18624.525391 Penalty: 807.886658
	Iteration 0F: 2 clusters Score -18624.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17970.263672 Penalty: 1615.773315
	Iteration 0F: 3 clusters Score -17970.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18049.001953 Penalty: 1615.773315
	Iteration 1F: 3 clusters Score -18049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18068.345703 Penalty: 1615.773315
	Iteration 2Q: 3 clusters Score -18068.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18076.062500 Penalty: 1615.773315
	Iteration 3Q: 3 clusters Score -18076.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18078.839844 Penalty: 1615.773315
	Iteration 4Q: 3 clusters Score -18078.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18078.839844 Penalty: 1615.773315
	Iteration 5F: 3 clusters Score -18078.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -397996.500000 Penalty: 1212.359497
	Iteration 0F: 2 clusters Score -397996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -395247.156250 Penalty: 2424.718994
	Iteration 0F: 3 clusters Score -395247.2 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -396021.156250 Penalty: 2424.718994
	Iteration 1F: 3 clusters Score -396021.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -396191.687500 Penalty: 2424.718994
	Iteration 2F: 3 clusters Score -396191.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -396293.375000 Penalty: 2424.718994
	Iteration 3Q: 3 clusters Score -396293.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -396376.187500 Penalty: 2424.718994
	Iteration 4Q: 3 clusters Score -396376.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -396448.031250 Penalty: 2424.718994
	Iteration 5Q: 3 clusters Score -396448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -396510.062500 Penalty: 2424.718994
	Iteration 6Q: 3 clusters Score -396510.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -396558.218750 Penalty: 2424.718994
	Iteration 7Q: 3 clusters Score -396558.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -396597.218750 Penalty: 2424.718994
	Iteration 8Q: 3 clusters Score -396597.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -396634.312500 Penalty: 2424.718994
	Iteration 9Q: 3 clusters Score -396634.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396665.937500 Penalty: 2424.718994
	Iteration 10Q: 3 clusters Score -396665.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -396686.875000 Penalty: 2424.718994
	Iteration 11Q: 3 clusters Score -396686.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -396707.125000 Penalty: 2424.718994
	Iteration 12Q: 3 clusters Score -396707.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -396727.093750 Penalty: 2424.718994
	Iteration 13Q: 3 clusters Score -396727.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -396747.218750 Penalty: 2424.718994
	Iteration 14Q: 3 clusters Score -396747.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -396767.343750 Penalty: 2424.718994
	Iteration 15Q: 3 clusters Score -396767.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -396789.125000 Penalty: 2424.718994
	Iteration 16Q: 3 clusters Score -396789.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -396811.156250 Penalty: 2424.718994
	Iteration 17Q: 3 clusters Score -396811.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -396832.156250 Penalty: 2424.718994
	Iteration 18Q: 3 clusters Score -396832.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -396846.500000 Penalty: 2424.718994
	Iteration 19Q: 3 clusters Score -396846.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -396861.093750 Penalty: 2424.718994
	Iteration 20F: 3 clusters Score -396861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -396877.000000 Penalty: 2424.718994
	Iteration 21Q: 3 clusters Score -396877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -396896.250000 Penalty: 2424.718994
	Iteration 22Q: 3 clusters Score -396896.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -396917.375000 Penalty: 2424.718994
	Iteration 23Q: 3 clusters Score -396917.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -396926.968750 Penalty: 2424.718994
	Iteration 24Q: 3 clusters Score -396927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -396942.625000 Penalty: 2424.718994
	Iteration 25Q: 3 clusters Score -396942.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -396956.125000 Penalty: 2424.718994
	Iteration 26Q: 3 clusters Score -396956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -396965.562500 Penalty: 2424.718994
	Iteration 27Q: 3 clusters Score -396965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -396972.781250 Penalty: 2424.718994
	Iteration 28Q: 3 clusters Score -396972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -396981.312500 Penalty: 2424.718994
	Iteration 29Q: 3 clusters Score -396981.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -396986.531250 Penalty: 2424.718994
	Iteration 30Q: 3 clusters Score -396986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -396991.031250 Penalty: 2424.718994
	Iteration 31Q: 3 clusters Score -396991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -396994.406250 Penalty: 2424.718994
	Iteration 32Q: 3 clusters Score -396994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -396997.250000 Penalty: 2424.718994
	Iteration 33Q: 3 clusters Score -396997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -397002.906250 Penalty: 2424.718994
	Iteration 34Q: 3 clusters Score -397002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -397007.875000 Penalty: 2424.718994
	Iteration 35Q: 3 clusters Score -397007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -397013.593750 Penalty: 2424.718994
	Iteration 36Q: 3 clusters Score -397013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -397017.906250 Penalty: 2424.718994
	Iteration 37Q: 3 clusters Score -397017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -397020.312500 Penalty: 2424.718994
	Iteration 38Q: 3 clusters Score -397020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -397023.812500 Penalty: 2424.718994
	Iteration 39Q: 3 clusters Score -397023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -397027.125000 Penalty: 2424.718994
	Iteration 40F: 3 clusters Score -397027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -397029.468750 Penalty: 2424.718994
	Iteration 41Q: 3 clusters Score -397029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -397032.281250 Penalty: 2424.718994
	Iteration 42Q: 3 clusters Score -397032.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -397035.750000 Penalty: 2424.718994
	Iteration 43Q: 3 clusters Score -397035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -397038.968750 Penalty: 2424.718994
	Iteration 44Q: 3 clusters Score -397039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -397040.781250 Penalty: 2424.718994
	Iteration 45Q: 3 clusters Score -397040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -397043.625000 Penalty: 2424.718994
	Iteration 46Q: 3 clusters Score -397043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -397045.656250 Penalty: 2424.718994
	Iteration 47Q: 3 clusters Score -397045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -397048.437500 Penalty: 2424.718994
	Iteration 48Q: 3 clusters Score -397048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -397048.500000 Penalty: 2424.718994
	Iteration 49Q: 3 clusters Score -397048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -397048.500000 Penalty: 2424.718994
	Iteration 50F: 3 clusters Score -397048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -253676.812500 Penalty: 1148.540405
	Iteration 0F: 2 clusters Score -253676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -251652.531250 Penalty: 2297.080811
	Iteration 0F: 3 clusters Score -251652.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252131.343750 Penalty: 2297.080811
	Iteration 1F: 3 clusters Score -252131.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -252246.203125 Penalty: 2297.080811
	Iteration 2F: 3 clusters Score -252246.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252312.046875 Penalty: 2297.080811
	Iteration 3Q: 3 clusters Score -252312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -252363.953125 Penalty: 2297.080811
	Iteration 4Q: 3 clusters Score -252364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -252401.968750 Penalty: 2297.080811
	Iteration 5Q: 3 clusters Score -252402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -252422.421875 Penalty: 2297.080811
	Iteration 6Q: 3 clusters Score -252422.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -252436.390625 Penalty: 2297.080811
	Iteration 7Q: 3 clusters Score -252436.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -252446.171875 Penalty: 2297.080811
	Iteration 8Q: 3 clusters Score -252446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252454.625000 Penalty: 2297.080811
	Iteration 9Q: 3 clusters Score -252454.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -252464.187500 Penalty: 2297.080811
	Iteration 10Q: 3 clusters Score -252464.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -252469.750000 Penalty: 2297.080811
	Iteration 11Q: 3 clusters Score -252469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252474.296875 Penalty: 2297.080811
	Iteration 12Q: 3 clusters Score -252474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252478.640625 Penalty: 2297.080811
	Iteration 13Q: 3 clusters Score -252478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252483.000000 Penalty: 2297.080811
	Iteration 14Q: 3 clusters Score -252483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252484.750000 Penalty: 2297.080811
	Iteration 15Q: 3 clusters Score -252484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252486.953125 Penalty: 2297.080811
	Iteration 16Q: 3 clusters Score -252487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252489.125000 Penalty: 2297.080811
	Iteration 17Q: 3 clusters Score -252489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -252490.312500 Penalty: 2297.080811
	Iteration 18Q: 3 clusters Score -252490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252492.015625 Penalty: 2297.080811
	Iteration 19Q: 3 clusters Score -252492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252493.890625 Penalty: 2297.080811
	Iteration 20F: 3 clusters Score -252493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252494.250000 Penalty: 2297.080811
	Iteration 21Q: 3 clusters Score -252494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252494.250000 Penalty: 2297.080811
	Iteration 22F: 3 clusters Score -252494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -263635.750000 Penalty: 1160.236938
	Iteration 0F: 2 clusters Score -263635.8 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 1216 members 
Entering Unmasked Estep 
Score: -261476.750000 Penalty: 2320.473877
	Iteration 0F: 3 clusters Score -261476.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -262048.578125 Penalty: 2320.473877
	Iteration 1F: 3 clusters Score -262048.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262214.562500 Penalty: 2320.473877
	Iteration 2F: 3 clusters Score -262214.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262296.125000 Penalty: 2320.473877
	Iteration 3Q: 3 clusters Score -262296.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -262351.625000 Penalty: 2320.473877
	Iteration 4Q: 3 clusters Score -262351.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262398.562500 Penalty: 2320.473877
	Iteration 5Q: 3 clusters Score -262398.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262432.500000 Penalty: 2320.473877
	Iteration 6Q: 3 clusters Score -262432.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -262453.906250 Penalty: 2320.473877
	Iteration 7Q: 3 clusters Score -262453.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -262481.750000 Penalty: 2320.473877
	Iteration 8Q: 3 clusters Score -262481.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262519.218750 Penalty: 2320.473877
	Iteration 9Q: 3 clusters Score -262519.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -262548.343750 Penalty: 2320.473877
	Iteration 10Q: 3 clusters Score -262548.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -262568.156250 Penalty: 2320.473877
	Iteration 11Q: 3 clusters Score -262568.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262584.406250 Penalty: 2320.473877
	Iteration 12Q: 3 clusters Score -262584.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -262608.625000 Penalty: 2320.473877
	Iteration 13Q: 3 clusters Score -262608.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262630.875000 Penalty: 2320.473877
	Iteration 14Q: 3 clusters Score -262630.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -262651.937500 Penalty: 2320.473877
	Iteration 15Q: 3 clusters Score -262651.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262671.593750 Penalty: 2320.473877
	Iteration 16Q: 3 clusters Score -262671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -262685.781250 Penalty: 2320.473877
	Iteration 17Q: 3 clusters Score -262685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -262706.093750 Penalty: 2320.473877
	Iteration 18Q: 3 clusters Score -262706.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -262728.281250 Penalty: 2320.473877
	Iteration 19Q: 3 clusters Score -262728.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -262750.437500 Penalty: 2320.473877
	Iteration 20F: 3 clusters Score -262750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -262772.281250 Penalty: 2320.473877
	Iteration 21Q: 3 clusters Score -262772.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -262795.875000 Penalty: 2320.473877
	Iteration 22Q: 3 clusters Score -262795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -262806.281250 Penalty: 2320.473877
	Iteration 23Q: 3 clusters Score -262806.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -262822.812500 Penalty: 2320.473877
	Iteration 24Q: 3 clusters Score -262822.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -262832.781250 Penalty: 2320.473877
	Iteration 25Q: 3 clusters Score -262832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -262837.625000 Penalty: 2320.473877
	Iteration 26Q: 3 clusters Score -262837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -262845.500000 Penalty: 2320.473877
	Iteration 27Q: 3 clusters Score -262845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -262855.750000 Penalty: 2320.473877
	Iteration 28Q: 3 clusters Score -262855.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -262861.906250 Penalty: 2320.473877
	Iteration 29Q: 3 clusters Score -262861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -262864.531250 Penalty: 2320.473877
	Iteration 30Q: 3 clusters Score -262864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -262867.250000 Penalty: 2320.473877
	Iteration 31Q: 3 clusters Score -262867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -262875.093750 Penalty: 2320.473877
	Iteration 32Q: 3 clusters Score -262875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -262880.406250 Penalty: 2320.473877
	Iteration 33Q: 3 clusters Score -262880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -262882.500000 Penalty: 2320.473877
	Iteration 34Q: 3 clusters Score -262882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -262885.031250 Penalty: 2320.473877
	Iteration 35Q: 3 clusters Score -262885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262885.781250 Penalty: 2320.473877
	Iteration 36Q: 3 clusters Score -262885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262885.781250 Penalty: 2320.473877
	Iteration 37F: 3 clusters Score -262885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -188492.218750 Penalty: 1100.848389
	Iteration 0F: 2 clusters Score -188492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186822.015625 Penalty: 2201.696777
	Iteration 0F: 3 clusters Score -186822 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187194.468750 Penalty: 2201.696777
	Iteration 1F: 3 clusters Score -187194.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -187293.421875 Penalty: 2201.696777
	Iteration 2F: 3 clusters Score -187293.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187354.203125 Penalty: 2201.696777
	Iteration 3Q: 3 clusters Score -187354.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -187396.859375 Penalty: 2201.696777
	Iteration 4Q: 3 clusters Score -187396.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187420.250000 Penalty: 2201.696777
	Iteration 5Q: 3 clusters Score -187420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187426.718750 Penalty: 2201.696777
	Iteration 6Q: 3 clusters Score -187426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -187431.890625 Penalty: 2201.696777
	Iteration 7Q: 3 clusters Score -187431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -187436.890625 Penalty: 2201.696777
	Iteration 8Q: 3 clusters Score -187436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187442.953125 Penalty: 2201.696777
	Iteration 9Q: 3 clusters Score -187443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -187446.578125 Penalty: 2201.696777
	Iteration 10Q: 3 clusters Score -187446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -187449.875000 Penalty: 2201.696777
	Iteration 11Q: 3 clusters Score -187449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -187452.312500 Penalty: 2201.696777
	Iteration 12Q: 3 clusters Score -187452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187453.843750 Penalty: 2201.696777
	Iteration 13Q: 3 clusters Score -187453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187454.796875 Penalty: 2201.696777
	Iteration 14Q: 3 clusters Score -187454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187457.625000 Penalty: 2201.696777
	Iteration 15Q: 3 clusters Score -187457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -187460.765625 Penalty: 2201.696777
	Iteration 16Q: 3 clusters Score -187460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -187460.765625 Penalty: 2201.696777
	Iteration 17F: 3 clusters Score -187460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49593 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20102 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61148 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63900 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 32046 members 
Mstep: Class 35 contains 25440 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 3720 members 
Mstep: Class 40 contains 15595 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5119 members 
Mstep: Class 45 contains 10970 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24937 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12482 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31659 members 
Mstep: Class 53 contains 25882 members 
Mstep: Class 54 contains 67214 members 
Mstep: Class 55 contains 3955 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16000 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2434 members 
Mstep: Class 63 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111084976.000000 Penalty: 133660.218750
Iteration 239Q: 66 clusters Score -1.11085e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49635 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20103 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11342 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61147 members 
Mstep: Class 18 contains 17483 members 
Mstep: Class 19 contains 42137 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 10603 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53120 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63101 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63939 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3623 members 
Mstep: Class 34 contains 32049 members 
Mstep: Class 35 contains 25432 members 
Mstep: Class 36 contains 9831 members 
Mstep: Class 37 contains 9700 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 3721 members 
Mstep: Class 40 contains 15596 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5120 members 
Mstep: Class 45 contains 10988 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24941 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12501 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 31653 members 
Mstep: Class 53 contains 26005 members 
Mstep: Class 54 contains 67231 members 
Mstep: Class 55 contains 3965 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3456 members 
Mstep: Class 61 contains 2250 members 
Mstep: Class 62 contains 2436 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86013 members 
Mstep: Class 65 contains 238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 38. Lose 1906.422485 but Gain 2056.296875
Score: -111085608.000000 Penalty: 131603.906250
Iteration 240F: 65 clusters Score -1.110856e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 12403 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49557 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 20105 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61146 members 
Mstep: Class 18 contains 17451 members 
Mstep: Class 19 contains 42129 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 8114 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53119 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63100 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 63874 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 32037 members 
Mstep: Class 35 contains 25420 members 
Mstep: Class 36 contains 9834 members 
Mstep: Class 37 contains 9706 members 
Mstep: Class 39 contains 3721 members 
Mstep: Class 40 contains 15596 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5121 members 
Mstep: Class 45 contains 10976 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24931 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12448 members 
Mstep: Class 51 contains 298 members 
Mstep: Class 52 contains 31534 members 
Mstep: Class 53 contains 26016 members 
Mstep: Class 54 contains 67173 members 
Mstep: Class 55 contains 3976 members 
Mstep: Class 56 contains 7860 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 228 members 
Mstep: Class 60 contains 3457 members 
Mstep: Class 61 contains 2251 members 
Mstep: Class 62 contains 2437 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86343 members 
Mstep: Class 65 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086672.000000 Penalty: 131603.906250
Iteration 241Q: 65 clusters Score -1.110867e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12386 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49513 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 14000 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20108 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61142 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 42128 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53121 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63098 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63826 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3818 members 
Mstep: Class 34 contains 32038 members 
Mstep: Class 35 contains 25407 members 
Mstep: Class 36 contains 9834 members 
Mstep: Class 37 contains 9709 members 
Mstep: Class 39 contains 3721 members 
Mstep: Class 40 contains 15597 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5123 members 
Mstep: Class 45 contains 10967 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24930 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12404 members 
Mstep: Class 51 contains 293 members 
Mstep: Class 52 contains 31483 members 
Mstep: Class 53 contains 26062 members 
Mstep: Class 54 contains 67147 members 
Mstep: Class 55 contains 3985 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 229 members 
Mstep: Class 60 contains 3457 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 2438 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86465 members 
Mstep: Class 65 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086840.000000 Penalty: 131603.906250
Iteration 242Q: 65 clusters Score -1.110868e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49475 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20111 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 42128 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 10603 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 53117 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63095 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63801 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 32033 members 
Mstep: Class 35 contains 25397 members 
Mstep: Class 36 contains 9833 members 
Mstep: Class 37 contains 9714 members 
Mstep: Class 39 contains 3723 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5124 members 
Mstep: Class 45 contains 10963 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24933 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12383 members 
Mstep: Class 51 contains 290 members 
Mstep: Class 52 contains 31456 members 
Mstep: Class 53 contains 26104 members 
Mstep: Class 54 contains 67139 members 
Mstep: Class 55 contains 3991 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 231 members 
Mstep: Class 60 contains 3458 members 
Mstep: Class 61 contains 2255 members 
Mstep: Class 62 contains 2438 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86523 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086944.000000 Penalty: 131603.906250
Iteration 243Q: 65 clusters Score -1.110869e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49439 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 20114 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61140 members 
Mstep: Class 18 contains 17405 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10603 members 
Mstep: Class 23 contains 8114 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 316 members 
Mstep: Class 26 contains 53115 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63095 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63784 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3936 members 
Mstep: Class 34 contains 32035 members 
Mstep: Class 35 contains 25397 members 
Mstep: Class 36 contains 9834 members 
Mstep: Class 37 contains 9715 members 
Mstep: Class 39 contains 3723 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5126 members 
Mstep: Class 45 contains 10951 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24931 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12373 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31428 members 
Mstep: Class 53 contains 26154 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 3995 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 231 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2439 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86535 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086896.000000 Penalty: 131603.906250
Iteration 244Q: 65 clusters Score -1.110869e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 12341 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49416 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14010 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 20113 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61139 members 
Mstep: Class 18 contains 17403 members 
Mstep: Class 19 contains 42142 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10603 members 
Mstep: Class 23 contains 8111 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 53116 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63093 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63769 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 3975 members 
Mstep: Class 34 contains 32034 members 
Mstep: Class 35 contains 25395 members 
Mstep: Class 36 contains 9835 members 
Mstep: Class 37 contains 9717 members 
Mstep: Class 39 contains 3725 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5127 members 
Mstep: Class 45 contains 10933 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24929 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12361 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31405 members 
Mstep: Class 53 contains 26201 members 
Mstep: Class 54 contains 67129 members 
Mstep: Class 55 contains 4001 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 230 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2440 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86549 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086816.000000 Penalty: 131603.906250
Iteration 245Q: 65 clusters Score -1.110868e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49402 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 14011 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 20113 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61141 members 
Mstep: Class 18 contains 17398 members 
Mstep: Class 19 contains 42148 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10603 members 
Mstep: Class 23 contains 8108 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53112 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63092 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63757 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4006 members 
Mstep: Class 34 contains 32033 members 
Mstep: Class 35 contains 25393 members 
Mstep: Class 36 contains 9836 members 
Mstep: Class 37 contains 9722 members 
Mstep: Class 39 contains 3725 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5127 members 
Mstep: Class 45 contains 10925 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24927 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 12349 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31393 members 
Mstep: Class 53 contains 26237 members 
Mstep: Class 54 contains 67127 members 
Mstep: Class 55 contains 4007 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 226 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2441 members 
Mstep: Class 63 contains 1634 members 
Mstep: Class 64 contains 86540 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086792.000000 Penalty: 131603.906250
Iteration 246Q: 65 clusters Score -1.110868e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 12324 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49394 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6910 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 20115 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61140 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 42154 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8107 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53114 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63092 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63752 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4029 members 
Mstep: Class 34 contains 32034 members 
Mstep: Class 35 contains 25388 members 
Mstep: Class 36 contains 9837 members 
Mstep: Class 37 contains 9724 members 
Mstep: Class 39 contains 3727 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5128 members 
Mstep: Class 45 contains 10925 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24924 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12341 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31382 members 
Mstep: Class 53 contains 26258 members 
Mstep: Class 54 contains 67116 members 
Mstep: Class 55 contains 4010 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2442 members 
Mstep: Class 63 contains 1635 members 
Mstep: Class 64 contains 86538 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086816.000000 Penalty: 131603.906250
Iteration 247Q: 65 clusters Score -1.110868e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49382 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 6908 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 20116 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61140 members 
Mstep: Class 18 contains 17392 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8107 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53115 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63093 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63752 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 32035 members 
Mstep: Class 35 contains 25379 members 
Mstep: Class 36 contains 9838 members 
Mstep: Class 37 contains 9728 members 
Mstep: Class 39 contains 3730 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5130 members 
Mstep: Class 45 contains 10926 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24921 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12334 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31371 members 
Mstep: Class 53 contains 26291 members 
Mstep: Class 54 contains 67113 members 
Mstep: Class 55 contains 4012 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2442 members 
Mstep: Class 63 contains 1636 members 
Mstep: Class 64 contains 86527 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086784.000000 Penalty: 131603.906250
Iteration 248Q: 65 clusters Score -1.110868e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 12302 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49378 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 20117 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61140 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 8107 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53110 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63092 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63750 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4068 members 
Mstep: Class 34 contains 32035 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9728 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5133 members 
Mstep: Class 45 contains 10926 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12320 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31363 members 
Mstep: Class 53 contains 26311 members 
Mstep: Class 54 contains 67116 members 
Mstep: Class 55 contains 4014 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2256 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1637 members 
Mstep: Class 64 contains 86535 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086736.000000 Penalty: 131603.906250
Iteration 249Q: 65 clusters Score -1.110867e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 12295 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 49370 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 6908 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61139 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 42160 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 8107 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53107 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63090 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63747 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4083 members 
Mstep: Class 34 contains 32039 members 
Mstep: Class 35 contains 25373 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9729 members 
Mstep: Class 39 contains 3735 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5135 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12312 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31354 members 
Mstep: Class 53 contains 26339 members 
Mstep: Class 54 contains 67111 members 
Mstep: Class 55 contains 4017 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1638 members 
Mstep: Class 64 contains 86523 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086664.000000 Penalty: 131603.906250
Iteration 250Q: 65 clusters Score -1.110867e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49367 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 20117 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61139 members 
Mstep: Class 18 contains 17389 members 
Mstep: Class 19 contains 42161 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10607 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53104 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63749 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4095 members 
Mstep: Class 34 contains 32039 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9735 members 
Mstep: Class 39 contains 3736 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5137 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24923 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12308 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31355 members 
Mstep: Class 53 contains 26366 members 
Mstep: Class 54 contains 67105 members 
Mstep: Class 55 contains 4021 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1640 members 
Mstep: Class 64 contains 86507 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086680.000000 Penalty: 131603.906250
Iteration 251Q: 65 clusters Score -1.110867e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 12276 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 49365 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6908 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61139 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 42162 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53103 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63752 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4106 members 
Mstep: Class 34 contains 32038 members 
Mstep: Class 35 contains 25367 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9735 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5140 members 
Mstep: Class 45 contains 10921 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24921 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12304 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31353 members 
Mstep: Class 53 contains 26393 members 
Mstep: Class 54 contains 67105 members 
Mstep: Class 55 contains 4023 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1643 members 
Mstep: Class 64 contains 86488 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086672.000000 Penalty: 131603.906250
Iteration 252Q: 65 clusters Score -1.110867e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 12273 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49363 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 20119 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61137 members 
Mstep: Class 18 contains 17385 members 
Mstep: Class 19 contains 42163 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10610 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53100 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63757 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4112 members 
Mstep: Class 34 contains 32037 members 
Mstep: Class 35 contains 25368 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9734 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5141 members 
Mstep: Class 45 contains 10920 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24920 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12303 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31352 members 
Mstep: Class 53 contains 26420 members 
Mstep: Class 54 contains 67103 members 
Mstep: Class 55 contains 4023 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1644 members 
Mstep: Class 64 contains 86478 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086776.000000 Penalty: 131603.906250
Iteration 253Q: 65 clusters Score -1.110868e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 12273 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61137 members 
Mstep: Class 18 contains 17380 members 
Mstep: Class 19 contains 42163 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10611 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53100 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63758 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4122 members 
Mstep: Class 34 contains 32038 members 
Mstep: Class 35 contains 25362 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9734 members 
Mstep: Class 39 contains 3744 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10921 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12301 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31347 members 
Mstep: Class 53 contains 26444 members 
Mstep: Class 54 contains 67099 members 
Mstep: Class 55 contains 4024 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3458 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1648 members 
Mstep: Class 64 contains 86459 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086640.000000 Penalty: 131603.906250
Iteration 254Q: 65 clusters Score -1.110866e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 12272 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49361 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61137 members 
Mstep: Class 18 contains 17380 members 
Mstep: Class 19 contains 42162 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10611 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63760 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4135 members 
Mstep: Class 34 contains 32040 members 
Mstep: Class 35 contains 25362 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9733 members 
Mstep: Class 39 contains 3744 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12298 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31346 members 
Mstep: Class 53 contains 26472 members 
Mstep: Class 54 contains 67095 members 
Mstep: Class 55 contains 4024 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86431 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086688.000000 Penalty: 131603.906250
Iteration 255Q: 65 clusters Score -1.110867e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 12268 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61137 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 42165 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 8105 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53104 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63756 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4146 members 
Mstep: Class 34 contains 32043 members 
Mstep: Class 35 contains 25358 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9735 members 
Mstep: Class 39 contains 3744 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12295 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31346 members 
Mstep: Class 53 contains 26492 members 
Mstep: Class 54 contains 67094 members 
Mstep: Class 55 contains 4024 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3458 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86404 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086584.000000 Penalty: 131603.906250
Iteration 256Q: 65 clusters Score -1.110866e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 12267 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49363 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 7997 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61136 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8105 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53102 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63755 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4153 members 
Mstep: Class 34 contains 32046 members 
Mstep: Class 35 contains 25357 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3745 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12293 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31344 members 
Mstep: Class 53 contains 26505 members 
Mstep: Class 54 contains 67091 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3458 members 
Mstep: Class 61 contains 2257 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86387 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086696.000000 Penalty: 131603.906250
Iteration 257Q: 65 clusters Score -1.110867e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 12262 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 7997 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61136 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53102 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63751 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4156 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25357 members 
Mstep: Class 36 contains 9839 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3746 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10923 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12291 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31341 members 
Mstep: Class 53 contains 26513 members 
Mstep: Class 54 contains 67092 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 2258 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86378 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086664.000000 Penalty: 131603.906250
Iteration 258Q: 65 clusters Score -1.110867e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 12248 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49361 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 8000 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61136 members 
Mstep: Class 18 contains 17380 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63747 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 32048 members 
Mstep: Class 35 contains 25359 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3746 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10923 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12290 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31338 members 
Mstep: Class 53 contains 26528 members 
Mstep: Class 54 contains 67092 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2261 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86360 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086744.000000 Penalty: 131603.906250
Iteration 259Q: 65 clusters Score -1.110867e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49361 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61136 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63749 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4170 members 
Mstep: Class 34 contains 32049 members 
Mstep: Class 35 contains 25360 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3747 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5142 members 
Mstep: Class 45 contains 10923 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12289 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31337 members 
Mstep: Class 53 contains 26540 members 
Mstep: Class 54 contains 67091 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2264 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86339 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086640.000000 Penalty: 131603.906250
Iteration 260F: 65 clusters Score -1.110866e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6898 members 
Mstep: Class 8 contains 14014 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61136 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63747 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4181 members 
Mstep: Class 34 contains 32050 members 
Mstep: Class 35 contains 25363 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3749 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5143 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12287 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31334 members 
Mstep: Class 53 contains 26550 members 
Mstep: Class 54 contains 67092 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2267 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86315 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086568.000000 Penalty: 131603.906250
Iteration 261Q: 65 clusters Score -1.110866e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61136 members 
Mstep: Class 18 contains 17375 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4193 members 
Mstep: Class 34 contains 32051 members 
Mstep: Class 35 contains 25366 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3750 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5144 members 
Mstep: Class 45 contains 10921 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12288 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31332 members 
Mstep: Class 53 contains 26560 members 
Mstep: Class 54 contains 67092 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2267 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86293 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086616.000000 Penalty: 131603.906250
Iteration 262Q: 65 clusters Score -1.110866e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 12207 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49358 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8000 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61135 members 
Mstep: Class 18 contains 17376 members 
Mstep: Class 19 contains 42169 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63747 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4205 members 
Mstep: Class 34 contains 32050 members 
Mstep: Class 35 contains 25368 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3752 members 
Mstep: Class 40 contains 15599 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5145 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12288 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31329 members 
Mstep: Class 53 contains 26568 members 
Mstep: Class 54 contains 67091 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86278 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086632.000000 Penalty: 131603.906250
Iteration 263Q: 65 clusters Score -1.110866e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49358 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42169 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53102 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63748 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4218 members 
Mstep: Class 34 contains 32052 members 
Mstep: Class 35 contains 25368 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3752 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5146 members 
Mstep: Class 45 contains 10921 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12287 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31329 members 
Mstep: Class 53 contains 26578 members 
Mstep: Class 54 contains 67088 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86258 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086688.000000 Penalty: 131603.906250
Iteration 264Q: 65 clusters Score -1.110867e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 12191 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 49357 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 42169 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53102 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63748 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4228 members 
Mstep: Class 34 contains 32054 members 
Mstep: Class 35 contains 25367 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3752 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5146 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31325 members 
Mstep: Class 53 contains 26590 members 
Mstep: Class 54 contains 67085 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86244 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086824.000000 Penalty: 131603.906250
Iteration 265Q: 65 clusters Score -1.110868e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 12182 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49355 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42169 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53102 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63085 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63751 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 32055 members 
Mstep: Class 35 contains 25367 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3752 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31325 members 
Mstep: Class 53 contains 26601 members 
Mstep: Class 54 contains 67082 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86233 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086800.000000 Penalty: 131603.906250
Iteration 266Q: 65 clusters Score -1.110868e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49355 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42170 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53103 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63744 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4243 members 
Mstep: Class 34 contains 32056 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3752 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31316 members 
Mstep: Class 53 contains 26622 members 
Mstep: Class 54 contains 67078 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16002 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86218 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086752.000000 Penalty: 131603.906250
Iteration 267Q: 65 clusters Score -1.110868e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 10767 members 
Mstep: Class 4 contains 49357 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17380 members 
Mstep: Class 19 contains 42171 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53104 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63741 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 32058 members 
Mstep: Class 35 contains 25371 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31312 members 
Mstep: Class 53 contains 26638 members 
Mstep: Class 54 contains 67078 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86202 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086696.000000 Penalty: 131603.906250
Iteration 268Q: 65 clusters Score -1.110867e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 12156 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49357 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53100 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63741 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4249 members 
Mstep: Class 34 contains 32059 members 
Mstep: Class 35 contains 25374 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12281 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31309 members 
Mstep: Class 53 contains 26656 members 
Mstep: Class 54 contains 67077 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86187 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086712.000000 Penalty: 131603.906250
Iteration 269Q: 65 clusters Score -1.110867e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 12154 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53098 members 
Mstep: Class 27 contains 3258 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63739 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4251 members 
Mstep: Class 34 contains 32059 members 
Mstep: Class 35 contains 25373 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24920 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31308 members 
Mstep: Class 53 contains 26665 members 
Mstep: Class 54 contains 67077 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2268 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86181 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086680.000000 Penalty: 131603.906250
Iteration 270Q: 65 clusters Score -1.110867e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53098 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63740 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4256 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31306 members 
Mstep: Class 53 contains 26674 members 
Mstep: Class 54 contains 67078 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86169 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086776.000000 Penalty: 131603.906250
Iteration 271Q: 65 clusters Score -1.110868e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 12147 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4257 members 
Mstep: Class 34 contains 32064 members 
Mstep: Class 35 contains 25369 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9738 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31303 members 
Mstep: Class 53 contains 26681 members 
Mstep: Class 54 contains 67077 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86158 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086752.000000 Penalty: 131603.906250
Iteration 272Q: 65 clusters Score -1.110868e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63739 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4263 members 
Mstep: Class 34 contains 32064 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31300 members 
Mstep: Class 53 contains 26688 members 
Mstep: Class 54 contains 67074 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86152 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086752.000000 Penalty: 131603.906250
Iteration 273Q: 65 clusters Score -1.110868e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17380 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4267 members 
Mstep: Class 34 contains 32066 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10921 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31299 members 
Mstep: Class 53 contains 26692 members 
Mstep: Class 54 contains 67074 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86145 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086768.000000 Penalty: 131603.906250
Iteration 274Q: 65 clusters Score -1.110868e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 12139 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63740 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4271 members 
Mstep: Class 34 contains 32068 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12280 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31299 members 
Mstep: Class 53 contains 26697 members 
Mstep: Class 54 contains 67073 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86140 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086712.000000 Penalty: 131603.906250
Iteration 275Q: 65 clusters Score -1.110867e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 12135 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61133 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53101 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4272 members 
Mstep: Class 34 contains 32069 members 
Mstep: Class 35 contains 25369 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2052 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12280 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31301 members 
Mstep: Class 53 contains 26704 members 
Mstep: Class 54 contains 67073 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86133 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086704.000000 Penalty: 131603.906250
Iteration 276Q: 65 clusters Score -1.110867e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61133 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53100 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63741 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4274 members 
Mstep: Class 34 contains 32069 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12281 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31298 members 
Mstep: Class 53 contains 26709 members 
Mstep: Class 54 contains 67074 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2443 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86131 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086656.000000 Penalty: 131603.906250
Iteration 277Q: 65 clusters Score -1.110867e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49348 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53099 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63740 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4276 members 
Mstep: Class 34 contains 32069 members 
Mstep: Class 35 contains 25369 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31297 members 
Mstep: Class 53 contains 26718 members 
Mstep: Class 54 contains 67073 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86128 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086712.000000 Penalty: 131603.906250
Iteration 278Q: 65 clusters Score -1.110867e+08 nChanged 32
Entering ConstructFrom: 
Score: -111086712.000000 Penalty: 131603.906250
Entering ConstructFrom: 
Trying to split cluster 1 (50227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Entering Unmasked Estep 
Score: -5631762.500000 Penalty: 1610.657104
	Iteration 0F: 2 clusters Score -5631762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -5598845.500000 Penalty: 3221.314209
	Iteration 0F: 3 clusters Score -5598846 nChanged 23187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5611854.000000 Penalty: 3221.314209
	Iteration 1F: 3 clusters Score -5611854 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5612669.000000 Penalty: 3221.314209
	Iteration 2Q: 3 clusters Score -5612669 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5613675.500000 Penalty: 3221.314209
	Iteration 3Q: 3 clusters Score -5613676 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5615095.000000 Penalty: 3221.314209
	Iteration 4F: 3 clusters Score -5615095 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -5616925.500000 Penalty: 3221.314209
	Iteration 5F: 3 clusters Score -5616926 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5619090.500000 Penalty: 3221.314209
	Iteration 6F: 3 clusters Score -5619090 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5621495.500000 Penalty: 3221.314209
	Iteration 7F: 3 clusters Score -5621496 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5623708.000000 Penalty: 3221.314209
	Iteration 8F: 3 clusters Score -5623708 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5625605.500000 Penalty: 3221.314209
	Iteration 9Q: 3 clusters Score -5625606 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5626966.500000 Penalty: 3221.314209
	Iteration 10Q: 3 clusters Score -5626966 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5627845.500000 Penalty: 3221.314209
	Iteration 11Q: 3 clusters Score -5627846 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -5628406.500000 Penalty: 3221.314209
	Iteration 12Q: 3 clusters Score -5628406 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5628826.000000 Penalty: 3221.314209
	Iteration 13Q: 3 clusters Score -5628826 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -5629121.500000 Penalty: 3221.314209
	Iteration 14Q: 3 clusters Score -5629122 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -5629361.000000 Penalty: 3221.314209
	Iteration 15Q: 3 clusters Score -5629361 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -5629563.000000 Penalty: 3221.314209
	Iteration 16Q: 3 clusters Score -5629563 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -5629723.000000 Penalty: 3221.314209
	Iteration 17Q: 3 clusters Score -5629723 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -5629865.500000 Penalty: 3221.314209
	Iteration 18Q: 3 clusters Score -5629866 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -5629994.000000 Penalty: 3221.314209
	Iteration 19Q: 3 clusters Score -5629994 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -5630088.000000 Penalty: 3221.314209
	Iteration 20F: 3 clusters Score -5630088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -5630173.500000 Penalty: 3221.314209
	Iteration 21Q: 3 clusters Score -5630174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -5630230.000000 Penalty: 3221.314209
	Iteration 22Q: 3 clusters Score -5630230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -5630277.000000 Penalty: 3221.314209
	Iteration 23Q: 3 clusters Score -5630277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -5630304.500000 Penalty: 3221.314209
	Iteration 24Q: 3 clusters Score -5630304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5630325.500000 Penalty: 3221.314209
	Iteration 25Q: 3 clusters Score -5630326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -5630343.500000 Penalty: 3221.314209
	Iteration 26Q: 3 clusters Score -5630344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -5630349.000000 Penalty: 3221.314209
	Iteration 27Q: 3 clusters Score -5630349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -5630360.000000 Penalty: 3221.314209
	Iteration 28Q: 3 clusters Score -5630360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -5630378.500000 Penalty: 3221.314209
	Iteration 29Q: 3 clusters Score -5630378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -5630387.500000 Penalty: 3221.314209
	Iteration 30Q: 3 clusters Score -5630388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -5630392.500000 Penalty: 3221.314209
	Iteration 31Q: 3 clusters Score -5630392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -5630408.500000 Penalty: 3221.314209
	Iteration 32Q: 3 clusters Score -5630408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -5630413.500000 Penalty: 3221.314209
	Iteration 33Q: 3 clusters Score -5630414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -5630424.000000 Penalty: 3221.314209
	Iteration 34Q: 3 clusters Score -5630424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5630439.500000 Penalty: 3221.314209
	Iteration 35Q: 3 clusters Score -5630440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -5630436.500000 Penalty: 3221.314209
	Iteration 36Q: 3 clusters Score -5630436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -5630444.000000 Penalty: 3221.314209
	Iteration 37Q: 3 clusters Score -5630444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5630447.000000 Penalty: 3221.314209
	Iteration 38Q: 3 clusters Score -5630447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -5630445.000000 Penalty: 3221.314209
	Iteration 39Q: 3 clusters Score -5630445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -5630444.500000 Penalty: 3221.314209
	Iteration 40F: 3 clusters Score -5630444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -5630444.500000 Penalty: 3221.314209
	Iteration 41Q: 3 clusters Score -5630444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -5630444.500000 Penalty: 3221.314209
	Iteration 42Q: 3 clusters Score -5630444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -5630444.500000 Penalty: 3221.314209
	Iteration 43F: 3 clusters Score -5630444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Entering Unmasked Estep 
Score: -1322702.875000 Penalty: 1399.231445
	Iteration 0F: 2 clusters Score -1322703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1314679.250000 Penalty: 2798.462891
	Iteration 0F: 3 clusters Score -1314679 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1317381.875000 Penalty: 2798.462891
	Iteration 1F: 3 clusters Score -1317382 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1317773.125000 Penalty: 2798.462891
	Iteration 2F: 3 clusters Score -1317773 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1318120.250000 Penalty: 2798.462891
	Iteration 3F: 3 clusters Score -1318120 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1318401.500000 Penalty: 2798.462891
	Iteration 4Q: 3 clusters Score -1318402 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1318681.125000 Penalty: 2798.462891
	Iteration 5Q: 3 clusters Score -1318681 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1318974.000000 Penalty: 2798.462891
	Iteration 6Q: 3 clusters Score -1318974 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1319285.125000 Penalty: 2798.462891
	Iteration 7Q: 3 clusters Score -1319285 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1319648.125000 Penalty: 2798.462891
	Iteration 8Q: 3 clusters Score -1319648 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1320053.625000 Penalty: 2798.462891
	Iteration 9Q: 3 clusters Score -1320054 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1320430.250000 Penalty: 2798.462891
	Iteration 10Q: 3 clusters Score -1320430 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1320740.250000 Penalty: 2798.462891
	Iteration 11Q: 3 clusters Score -1320740 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1321016.875000 Penalty: 2798.462891
	Iteration 12Q: 3 clusters Score -1321017 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1321241.750000 Penalty: 2798.462891
	Iteration 13Q: 3 clusters Score -1321242 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1321416.875000 Penalty: 2798.462891
	Iteration 14Q: 3 clusters Score -1321417 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1321567.625000 Penalty: 2798.462891
	Iteration 15Q: 3 clusters Score -1321568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1321671.125000 Penalty: 2798.462891
	Iteration 16Q: 3 clusters Score -1321671 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1321757.375000 Penalty: 2798.462891
	Iteration 17Q: 3 clusters Score -1321757 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1321834.750000 Penalty: 2798.462891
	Iteration 18Q: 3 clusters Score -1321835 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1321934.500000 Penalty: 2798.462891
	Iteration 19Q: 3 clusters Score -1321934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1322056.250000 Penalty: 2798.462891
	Iteration 20F: 3 clusters Score -1322056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1322154.750000 Penalty: 2798.462891
	Iteration 21Q: 3 clusters Score -1322155 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1322217.625000 Penalty: 2798.462891
	Iteration 22Q: 3 clusters Score -1322218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1322251.375000 Penalty: 2798.462891
	Iteration 23Q: 3 clusters Score -1322251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1322282.250000 Penalty: 2798.462891
	Iteration 24Q: 3 clusters Score -1322282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1322301.000000 Penalty: 2798.462891
	Iteration 25Q: 3 clusters Score -1322301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1322322.500000 Penalty: 2798.462891
	Iteration 26Q: 3 clusters Score -1322322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1322334.000000 Penalty: 2798.462891
	Iteration 27Q: 3 clusters Score -1322334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1322338.500000 Penalty: 2798.462891
	Iteration 28Q: 3 clusters Score -1322338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1322345.750000 Penalty: 2798.462891
	Iteration 29Q: 3 clusters Score -1322346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1322346.625000 Penalty: 2798.462891
	Iteration 30Q: 3 clusters Score -1322347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1322347.250000 Penalty: 2798.462891
	Iteration 31Q: 3 clusters Score -1322347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1322348.000000 Penalty: 2798.462891
	Iteration 32Q: 3 clusters Score -1322348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1322350.000000 Penalty: 2798.462891
	Iteration 33Q: 3 clusters Score -1322350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1322350.625000 Penalty: 2798.462891
	Iteration 34Q: 3 clusters Score -1322351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1322351.750000 Penalty: 2798.462891
	Iteration 35Q: 3 clusters Score -1322352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1322351.250000 Penalty: 2798.462891
	Iteration 36Q: 3 clusters Score -1322351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1322353.250000 Penalty: 2798.462891
	Iteration 37Q: 3 clusters Score -1322353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1322353.625000 Penalty: 2798.462891
	Iteration 38Q: 3 clusters Score -1322354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1322351.000000 Penalty: 2798.462891
	Iteration 39Q: 3 clusters Score -1322351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1322351.250000 Penalty: 2798.462891
	Iteration 40F: 3 clusters Score -1322351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Entering Unmasked Estep 
Score: -1162843.625000 Penalty: 1381.522705
	Iteration 0F: 2 clusters Score -1162844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1155629.750000 Penalty: 2763.045410
	Iteration 0F: 3 clusters Score -1155630 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1158083.875000 Penalty: 2763.045410
	Iteration 1F: 3 clusters Score -1158084 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1158433.750000 Penalty: 2763.045410
	Iteration 2F: 3 clusters Score -1158434 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1158773.750000 Penalty: 2763.045410
	Iteration 3F: 3 clusters Score -1158774 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1159072.625000 Penalty: 2763.045410
	Iteration 4Q: 3 clusters Score -1159073 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1159327.250000 Penalty: 2763.045410
	Iteration 5Q: 3 clusters Score -1159327 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1159571.375000 Penalty: 2763.045410
	Iteration 6Q: 3 clusters Score -1159571 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1159740.625000 Penalty: 2763.045410
	Iteration 7Q: 3 clusters Score -1159741 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1159889.250000 Penalty: 2763.045410
	Iteration 8Q: 3 clusters Score -1159889 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1160028.125000 Penalty: 2763.045410
	Iteration 9Q: 3 clusters Score -1160028 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1160145.000000 Penalty: 2763.045410
	Iteration 10Q: 3 clusters Score -1160145 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1160256.625000 Penalty: 2763.045410
	Iteration 11Q: 3 clusters Score -1160257 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1160343.625000 Penalty: 2763.045410
	Iteration 12Q: 3 clusters Score -1160344 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1160420.250000 Penalty: 2763.045410
	Iteration 13Q: 3 clusters Score -1160420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1160483.750000 Penalty: 2763.045410
	Iteration 14Q: 3 clusters Score -1160484 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1160532.750000 Penalty: 2763.045410
	Iteration 15Q: 3 clusters Score -1160533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1160574.625000 Penalty: 2763.045410
	Iteration 16Q: 3 clusters Score -1160575 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1160613.000000 Penalty: 2763.045410
	Iteration 17Q: 3 clusters Score -1160613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1160662.500000 Penalty: 2763.045410
	Iteration 18Q: 3 clusters Score -1160662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1160709.250000 Penalty: 2763.045410
	Iteration 19Q: 3 clusters Score -1160709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1160754.625000 Penalty: 2763.045410
	Iteration 20F: 3 clusters Score -1160755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1160786.750000 Penalty: 2763.045410
	Iteration 21Q: 3 clusters Score -1160787 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1160815.250000 Penalty: 2763.045410
	Iteration 22Q: 3 clusters Score -1160815 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1160844.000000 Penalty: 2763.045410
	Iteration 23Q: 3 clusters Score -1160844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1160871.125000 Penalty: 2763.045410
	Iteration 24Q: 3 clusters Score -1160871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1160897.375000 Penalty: 2763.045410
	Iteration 25Q: 3 clusters Score -1160897 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1160934.625000 Penalty: 2763.045410
	Iteration 26Q: 3 clusters Score -1160935 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1160966.750000 Penalty: 2763.045410
	Iteration 27Q: 3 clusters Score -1160967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1161001.375000 Penalty: 2763.045410
	Iteration 28Q: 3 clusters Score -1161001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1161035.750000 Penalty: 2763.045410
	Iteration 29Q: 3 clusters Score -1161036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1161066.500000 Penalty: 2763.045410
	Iteration 30Q: 3 clusters Score -1161066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1161101.625000 Penalty: 2763.045410
	Iteration 31Q: 3 clusters Score -1161102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1161133.375000 Penalty: 2763.045410
	Iteration 32Q: 3 clusters Score -1161133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1161152.625000 Penalty: 2763.045410
	Iteration 33Q: 3 clusters Score -1161153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1161174.250000 Penalty: 2763.045410
	Iteration 34Q: 3 clusters Score -1161174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1161195.250000 Penalty: 2763.045410
	Iteration 35Q: 3 clusters Score -1161195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1161221.875000 Penalty: 2763.045410
	Iteration 36Q: 3 clusters Score -1161222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1161254.125000 Penalty: 2763.045410
	Iteration 37Q: 3 clusters Score -1161254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1161275.500000 Penalty: 2763.045410
	Iteration 38Q: 3 clusters Score -1161276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1161292.250000 Penalty: 2763.045410
	Iteration 39Q: 3 clusters Score -1161292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1161300.500000 Penalty: 2763.045410
	Iteration 40F: 3 clusters Score -1161300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1161325.375000 Penalty: 2763.045410
	Iteration 41Q: 3 clusters Score -1161325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1161345.000000 Penalty: 2763.045410
	Iteration 42Q: 3 clusters Score -1161345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1161367.250000 Penalty: 2763.045410
	Iteration 43Q: 3 clusters Score -1161367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1161373.375000 Penalty: 2763.045410
	Iteration 44Q: 3 clusters Score -1161373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1161384.625000 Penalty: 2763.045410
	Iteration 45Q: 3 clusters Score -1161385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1161394.250000 Penalty: 2763.045410
	Iteration 46Q: 3 clusters Score -1161394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1161401.000000 Penalty: 2763.045410
	Iteration 47Q: 3 clusters Score -1161401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1161406.125000 Penalty: 2763.045410
	Iteration 48Q: 3 clusters Score -1161406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1161421.250000 Penalty: 2763.045410
	Iteration 49Q: 3 clusters Score -1161421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1161426.000000 Penalty: 2763.045410
	Iteration 50Q: 3 clusters Score -1161426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1161436.875000 Penalty: 2763.045410
	Iteration 51Q: 3 clusters Score -1161437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1161443.625000 Penalty: 2763.045410
	Iteration 52Q: 3 clusters Score -1161444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1161453.750000 Penalty: 2763.045410
	Iteration 53Q: 3 clusters Score -1161454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1161465.375000 Penalty: 2763.045410
	Iteration 54Q: 3 clusters Score -1161465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1161474.125000 Penalty: 2763.045410
	Iteration 55Q: 3 clusters Score -1161474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1161481.750000 Penalty: 2763.045410
	Iteration 56Q: 3 clusters Score -1161482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1161484.000000 Penalty: 2763.045410
	Iteration 57Q: 3 clusters Score -1161484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1161492.375000 Penalty: 2763.045410
	Iteration 58Q: 3 clusters Score -1161492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1161500.875000 Penalty: 2763.045410
	Iteration 59Q: 3 clusters Score -1161501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1161505.625000 Penalty: 2763.045410
	Iteration 60F: 3 clusters Score -1161506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1161514.375000 Penalty: 2763.045410
	Iteration 61Q: 3 clusters Score -1161514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1161517.375000 Penalty: 2763.045410
	Iteration 62Q: 3 clusters Score -1161517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1161522.375000 Penalty: 2763.045410
	Iteration 63Q: 3 clusters Score -1161522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1161528.000000 Penalty: 2763.045410
	Iteration 64Q: 3 clusters Score -1161528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1161536.250000 Penalty: 2763.045410
	Iteration 65Q: 3 clusters Score -1161536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1161539.750000 Penalty: 2763.045410
	Iteration 66Q: 3 clusters Score -1161540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1161547.000000 Penalty: 2763.045410
	Iteration 67Q: 3 clusters Score -1161547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1161547.250000 Penalty: 2763.045410
	Iteration 68Q: 3 clusters Score -1161547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1161556.375000 Penalty: 2763.045410
	Iteration 69Q: 3 clusters Score -1161556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1161566.500000 Penalty: 2763.045410
	Iteration 70Q: 3 clusters Score -1161566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1161572.000000 Penalty: 2763.045410
	Iteration 71Q: 3 clusters Score -1161572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1161586.250000 Penalty: 2763.045410
	Iteration 72Q: 3 clusters Score -1161586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1161596.625000 Penalty: 2763.045410
	Iteration 73Q: 3 clusters Score -1161597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1161600.625000 Penalty: 2763.045410
	Iteration 74Q: 3 clusters Score -1161601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1161605.500000 Penalty: 2763.045410
	Iteration 75Q: 3 clusters Score -1161606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1161612.500000 Penalty: 2763.045410
	Iteration 76Q: 3 clusters Score -1161612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1161616.875000 Penalty: 2763.045410
	Iteration 77Q: 3 clusters Score -1161617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1161623.625000 Penalty: 2763.045410
	Iteration 78Q: 3 clusters Score -1161624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1161631.625000 Penalty: 2763.045410
	Iteration 79Q: 3 clusters Score -1161632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1161636.750000 Penalty: 2763.045410
	Iteration 80F: 3 clusters Score -1161637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1161643.000000 Penalty: 2763.045410
	Iteration 81Q: 3 clusters Score -1161643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1161649.625000 Penalty: 2763.045410
	Iteration 82Q: 3 clusters Score -1161650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1161657.625000 Penalty: 2763.045410
	Iteration 83Q: 3 clusters Score -1161658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1161663.250000 Penalty: 2763.045410
	Iteration 84Q: 3 clusters Score -1161663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1161670.750000 Penalty: 2763.045410
	Iteration 85Q: 3 clusters Score -1161671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1161680.750000 Penalty: 2763.045410
	Iteration 86Q: 3 clusters Score -1161681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1161684.125000 Penalty: 2763.045410
	Iteration 87Q: 3 clusters Score -1161684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1161689.125000 Penalty: 2763.045410
	Iteration 88Q: 3 clusters Score -1161689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1161696.625000 Penalty: 2763.045410
	Iteration 89Q: 3 clusters Score -1161697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1161705.500000 Penalty: 2763.045410
	Iteration 90Q: 3 clusters Score -1161706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1161712.000000 Penalty: 2763.045410
	Iteration 91Q: 3 clusters Score -1161712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1161719.750000 Penalty: 2763.045410
	Iteration 92Q: 3 clusters Score -1161720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1161724.000000 Penalty: 2763.045410
	Iteration 93Q: 3 clusters Score -1161724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1161732.500000 Penalty: 2763.045410
	Iteration 94Q: 3 clusters Score -1161732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1161737.375000 Penalty: 2763.045410
	Iteration 95Q: 3 clusters Score -1161737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1161743.500000 Penalty: 2763.045410
	Iteration 96Q: 3 clusters Score -1161744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1161749.375000 Penalty: 2763.045410
	Iteration 97Q: 3 clusters Score -1161749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1161755.500000 Penalty: 2763.045410
	Iteration 98Q: 3 clusters Score -1161756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1161755.125000 Penalty: 2763.045410
	Iteration 99Q: 3 clusters Score -1161755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1161754.250000 Penalty: 2763.045410
	Iteration 100F: 3 clusters Score -1161754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1161754.875000 Penalty: 2763.045410
	Iteration 101Q: 3 clusters Score -1161755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1161757.750000 Penalty: 2763.045410
	Iteration 102Q: 3 clusters Score -1161758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1161758.125000 Penalty: 2763.045410
	Iteration 103Q: 3 clusters Score -1161758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1161762.250000 Penalty: 2763.045410
	Iteration 104Q: 3 clusters Score -1161762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1161760.500000 Penalty: 2763.045410
	Iteration 105Q: 3 clusters Score -1161760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1161761.875000 Penalty: 2763.045410
	Iteration 106Q: 3 clusters Score -1161762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1161762.625000 Penalty: 2763.045410
	Iteration 107Q: 3 clusters Score -1161763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1161762.375000 Penalty: 2763.045410
	Iteration 108Q: 3 clusters Score -1161762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1161764.875000 Penalty: 2763.045410
	Iteration 109Q: 3 clusters Score -1161765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1161764.500000 Penalty: 2763.045410
	Iteration 110Q: 3 clusters Score -1161764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1161764.500000 Penalty: 2763.045410
	Iteration 111Q: 3 clusters Score -1161764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1161765.625000 Penalty: 2763.045410
	Iteration 112Q: 3 clusters Score -1161766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1161765.625000 Penalty: 2763.045410
	Iteration 113F: 3 clusters Score -1161766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Entering Unmasked Estep 
Score: -5771452.000000 Penalty: 1608.023926
	Iteration 0F: 2 clusters Score -5771452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5739256.000000 Penalty: 3216.047852
	Iteration 0F: 3 clusters Score -5739256 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5752035.000000 Penalty: 3216.047852
	Iteration 1F: 3 clusters Score -5752035 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5752529.500000 Penalty: 3216.047852
	Iteration 2Q: 3 clusters Score -5752530 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5752990.000000 Penalty: 3216.047852
	Iteration 3Q: 3 clusters Score -5752990 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5753531.500000 Penalty: 3216.047852
	Iteration 4Q: 3 clusters Score -5753532 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5754194.000000 Penalty: 3216.047852
	Iteration 5Q: 3 clusters Score -5754194 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5754998.500000 Penalty: 3216.047852
	Iteration 6Q: 3 clusters Score -5754998 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5755884.000000 Penalty: 3216.047852
	Iteration 7Q: 3 clusters Score -5755884 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5756959.000000 Penalty: 3216.047852
	Iteration 8Q: 3 clusters Score -5756959 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5758247.000000 Penalty: 3216.047852
	Iteration 9Q: 3 clusters Score -5758247 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5759641.500000 Penalty: 3216.047852
	Iteration 10Q: 3 clusters Score -5759642 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5761077.500000 Penalty: 3216.047852
	Iteration 11Q: 3 clusters Score -5761078 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5762313.000000 Penalty: 3216.047852
	Iteration 12Q: 3 clusters Score -5762313 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5763220.000000 Penalty: 3216.047852
	Iteration 13Q: 3 clusters Score -5763220 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5763803.500000 Penalty: 3216.047852
	Iteration 14Q: 3 clusters Score -5763804 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5764189.500000 Penalty: 3216.047852
	Iteration 15Q: 3 clusters Score -5764190 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -5764516.000000 Penalty: 3216.047852
	Iteration 16Q: 3 clusters Score -5764516 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5764884.500000 Penalty: 3216.047852
	Iteration 17Q: 3 clusters Score -5764884 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5765236.000000 Penalty: 3216.047852
	Iteration 18Q: 3 clusters Score -5765236 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -5765588.000000 Penalty: 3216.047852
	Iteration 19Q: 3 clusters Score -5765588 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5765995.500000 Penalty: 3216.047852
	Iteration 20F: 3 clusters Score -5765996 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -5766435.000000 Penalty: 3216.047852
	Iteration 21Q: 3 clusters Score -5766435 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5766877.500000 Penalty: 3216.047852
	Iteration 22Q: 3 clusters Score -5766878 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5767265.000000 Penalty: 3216.047852
	Iteration 23Q: 3 clusters Score -5767265 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5767641.000000 Penalty: 3216.047852
	Iteration 24Q: 3 clusters Score -5767641 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -5767962.000000 Penalty: 3216.047852
	Iteration 25Q: 3 clusters Score -5767962 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5768304.500000 Penalty: 3216.047852
	Iteration 26Q: 3 clusters Score -5768304 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5768599.000000 Penalty: 3216.047852
	Iteration 27Q: 3 clusters Score -5768599 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5768887.500000 Penalty: 3216.047852
	Iteration 28Q: 3 clusters Score -5768888 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5769120.000000 Penalty: 3216.047852
	Iteration 29Q: 3 clusters Score -5769120 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5769326.000000 Penalty: 3216.047852
	Iteration 30Q: 3 clusters Score -5769326 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5769505.500000 Penalty: 3216.047852
	Iteration 31Q: 3 clusters Score -5769506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5769647.500000 Penalty: 3216.047852
	Iteration 32Q: 3 clusters Score -5769648 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5769754.500000 Penalty: 3216.047852
	Iteration 33Q: 3 clusters Score -5769754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5769857.500000 Penalty: 3216.047852
	Iteration 34Q: 3 clusters Score -5769858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5769943.500000 Penalty: 3216.047852
	Iteration 35Q: 3 clusters Score -5769944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5770008.500000 Penalty: 3216.047852
	Iteration 36Q: 3 clusters Score -5770008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5770041.000000 Penalty: 3216.047852
	Iteration 37Q: 3 clusters Score -5770041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5770066.500000 Penalty: 3216.047852
	Iteration 38Q: 3 clusters Score -5770066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5770096.000000 Penalty: 3216.047852
	Iteration 39Q: 3 clusters Score -5770096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5770114.000000 Penalty: 3216.047852
	Iteration 40F: 3 clusters Score -5770114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5770133.000000 Penalty: 3216.047852
	Iteration 41Q: 3 clusters Score -5770133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5770142.000000 Penalty: 3216.047852
	Iteration 42Q: 3 clusters Score -5770142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5770151.500000 Penalty: 3216.047852
	Iteration 43Q: 3 clusters Score -5770152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5770159.000000 Penalty: 3216.047852
	Iteration 44Q: 3 clusters Score -5770159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5770165.000000 Penalty: 3216.047852
	Iteration 45Q: 3 clusters Score -5770165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5770167.000000 Penalty: 3216.047852
	Iteration 46Q: 3 clusters Score -5770167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5770178.500000 Penalty: 3216.047852
	Iteration 47Q: 3 clusters Score -5770178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5770183.000000 Penalty: 3216.047852
	Iteration 48Q: 3 clusters Score -5770183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5770185.500000 Penalty: 3216.047852
	Iteration 49Q: 3 clusters Score -5770186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5770191.000000 Penalty: 3216.047852
	Iteration 50Q: 3 clusters Score -5770191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5770195.500000 Penalty: 3216.047852
	Iteration 51Q: 3 clusters Score -5770196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5770199.000000 Penalty: 3216.047852
	Iteration 52Q: 3 clusters Score -5770199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5770200.500000 Penalty: 3216.047852
	Iteration 53Q: 3 clusters Score -5770200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5770205.500000 Penalty: 3216.047852
	Iteration 54Q: 3 clusters Score -5770206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5770201.000000 Penalty: 3216.047852
	Iteration 55Q: 3 clusters Score -5770201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5770197.000000 Penalty: 3216.047852
	Iteration 56Q: 3 clusters Score -5770197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5770196.500000 Penalty: 3216.047852
	Iteration 57Q: 3 clusters Score -5770196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5770199.000000 Penalty: 3216.047852
	Iteration 58Q: 3 clusters Score -5770199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5770204.500000 Penalty: 3216.047852
	Iteration 59Q: 3 clusters Score -5770204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5770202.000000 Penalty: 3216.047852
	Iteration 60F: 3 clusters Score -5770202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5770204.000000 Penalty: 3216.047852
	Iteration 61Q: 3 clusters Score -5770204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5770204.500000 Penalty: 3216.047852
	Iteration 62Q: 3 clusters Score -5770204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5770205.500000 Penalty: 3216.047852
	Iteration 63Q: 3 clusters Score -5770206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5770204.500000 Penalty: 3216.047852
	Iteration 64Q: 3 clusters Score -5770204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5770204.500000 Penalty: 3216.047852
	Iteration 65F: 3 clusters Score -5770204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Entering Unmasked Estep 
Score: -2074626.500000 Penalty: 1453.266968
	Iteration 0F: 2 clusters Score -2074626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2063079.500000 Penalty: 2906.533936
	Iteration 0F: 3 clusters Score -2063080 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2067230.375000 Penalty: 2906.533936
	Iteration 1F: 3 clusters Score -2067230 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2067677.750000 Penalty: 2906.533936
	Iteration 2F: 3 clusters Score -2067678 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2068074.000000 Penalty: 2906.533936
	Iteration 3F: 3 clusters Score -2068074 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2068454.000000 Penalty: 2906.533936
	Iteration 4F: 3 clusters Score -2068454 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2068882.250000 Penalty: 2906.533936
	Iteration 5Q: 3 clusters Score -2068882 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2069336.750000 Penalty: 2906.533936
	Iteration 6F: 3 clusters Score -2069337 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2069776.750000 Penalty: 2906.533936
	Iteration 7Q: 3 clusters Score -2069777 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2070217.250000 Penalty: 2906.533936
	Iteration 8Q: 3 clusters Score -2070217 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2070563.625000 Penalty: 2906.533936
	Iteration 9Q: 3 clusters Score -2070564 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2070862.500000 Penalty: 2906.533936
	Iteration 10Q: 3 clusters Score -2070862 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2071116.500000 Penalty: 2906.533936
	Iteration 11Q: 3 clusters Score -2071116 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2071308.750000 Penalty: 2906.533936
	Iteration 12Q: 3 clusters Score -2071309 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2071472.500000 Penalty: 2906.533936
	Iteration 13Q: 3 clusters Score -2071472 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2071612.125000 Penalty: 2906.533936
	Iteration 14Q: 3 clusters Score -2071612 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2071737.250000 Penalty: 2906.533936
	Iteration 15Q: 3 clusters Score -2071737 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2071849.750000 Penalty: 2906.533936
	Iteration 16Q: 3 clusters Score -2071850 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2071968.500000 Penalty: 2906.533936
	Iteration 17Q: 3 clusters Score -2071968 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2072082.875000 Penalty: 2906.533936
	Iteration 18Q: 3 clusters Score -2072083 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2072211.375000 Penalty: 2906.533936
	Iteration 19Q: 3 clusters Score -2072211 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2072350.125000 Penalty: 2906.533936
	Iteration 20F: 3 clusters Score -2072350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2072487.125000 Penalty: 2906.533936
	Iteration 21Q: 3 clusters Score -2072487 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2072628.625000 Penalty: 2906.533936
	Iteration 22Q: 3 clusters Score -2072629 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2072749.625000 Penalty: 2906.533936
	Iteration 23Q: 3 clusters Score -2072750 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2072869.875000 Penalty: 2906.533936
	Iteration 24Q: 3 clusters Score -2072870 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2072985.000000 Penalty: 2906.533936
	Iteration 25Q: 3 clusters Score -2072985 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2073081.125000 Penalty: 2906.533936
	Iteration 26Q: 3 clusters Score -2073081 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2073158.250000 Penalty: 2906.533936
	Iteration 27Q: 3 clusters Score -2073158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2073222.500000 Penalty: 2906.533936
	Iteration 28Q: 3 clusters Score -2073222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2073271.375000 Penalty: 2906.533936
	Iteration 29Q: 3 clusters Score -2073271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2073308.375000 Penalty: 2906.533936
	Iteration 30Q: 3 clusters Score -2073308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2073346.125000 Penalty: 2906.533936
	Iteration 31Q: 3 clusters Score -2073346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2073374.625000 Penalty: 2906.533936
	Iteration 32Q: 3 clusters Score -2073375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2073395.625000 Penalty: 2906.533936
	Iteration 33Q: 3 clusters Score -2073396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2073409.625000 Penalty: 2906.533936
	Iteration 34Q: 3 clusters Score -2073410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2073429.875000 Penalty: 2906.533936
	Iteration 35Q: 3 clusters Score -2073430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2073437.125000 Penalty: 2906.533936
	Iteration 36Q: 3 clusters Score -2073437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2073444.000000 Penalty: 2906.533936
	Iteration 37Q: 3 clusters Score -2073444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2073450.875000 Penalty: 2906.533936
	Iteration 38Q: 3 clusters Score -2073451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2073455.750000 Penalty: 2906.533936
	Iteration 39Q: 3 clusters Score -2073456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2073455.500000 Penalty: 2906.533936
	Iteration 40F: 3 clusters Score -2073456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2073461.000000 Penalty: 2906.533936
	Iteration 41Q: 3 clusters Score -2073461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2073462.375000 Penalty: 2906.533936
	Iteration 42Q: 3 clusters Score -2073462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2073468.250000 Penalty: 2906.533936
	Iteration 43Q: 3 clusters Score -2073468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2073472.375000 Penalty: 2906.533936
	Iteration 44Q: 3 clusters Score -2073472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2073471.500000 Penalty: 2906.533936
	Iteration 45Q: 3 clusters Score -2073472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2073473.625000 Penalty: 2906.533936
	Iteration 46Q: 3 clusters Score -2073474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2073476.375000 Penalty: 2906.533936
	Iteration 47Q: 3 clusters Score -2073476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2073476.375000 Penalty: 2906.533936
	Iteration 48F: 3 clusters Score -2073476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -532490.062500 Penalty: 1261.066895
	Iteration 0F: 2 clusters Score -532490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -528890.937500 Penalty: 2522.133789
	Iteration 0F: 3 clusters Score -528890.9 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -529907.250000 Penalty: 2522.133789
	Iteration 1F: 3 clusters Score -529907.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -530089.875000 Penalty: 2522.133789
	Iteration 2F: 3 clusters Score -530089.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -530232.625000 Penalty: 2522.133789
	Iteration 3F: 3 clusters Score -530232.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -530339.187500 Penalty: 2522.133789
	Iteration 4Q: 3 clusters Score -530339.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -530429.437500 Penalty: 2522.133789
	Iteration 5Q: 3 clusters Score -530429.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -530489.312500 Penalty: 2522.133789
	Iteration 6Q: 3 clusters Score -530489.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -530535.562500 Penalty: 2522.133789
	Iteration 7Q: 3 clusters Score -530535.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -530575.875000 Penalty: 2522.133789
	Iteration 8Q: 3 clusters Score -530575.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -530611.187500 Penalty: 2522.133789
	Iteration 9Q: 3 clusters Score -530611.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -530634.812500 Penalty: 2522.133789
	Iteration 10Q: 3 clusters Score -530634.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -530659.812500 Penalty: 2522.133789
	Iteration 11Q: 3 clusters Score -530659.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -530688.187500 Penalty: 2522.133789
	Iteration 12Q: 3 clusters Score -530688.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -530710.062500 Penalty: 2522.133789
	Iteration 13Q: 3 clusters Score -530710.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -530734.875000 Penalty: 2522.133789
	Iteration 14Q: 3 clusters Score -530734.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -530759.500000 Penalty: 2522.133789
	Iteration 15Q: 3 clusters Score -530759.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -530791.500000 Penalty: 2522.133789
	Iteration 16Q: 3 clusters Score -530791.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -530831.750000 Penalty: 2522.133789
	Iteration 17Q: 3 clusters Score -530831.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -530867.750000 Penalty: 2522.133789
	Iteration 18Q: 3 clusters Score -530867.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -530904.125000 Penalty: 2522.133789
	Iteration 19Q: 3 clusters Score -530904.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -530946.625000 Penalty: 2522.133789
	Iteration 20F: 3 clusters Score -530946.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -530985.437500 Penalty: 2522.133789
	Iteration 21Q: 3 clusters Score -530985.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -531021.875000 Penalty: 2522.133789
	Iteration 22Q: 3 clusters Score -531021.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -531052.937500 Penalty: 2522.133789
	Iteration 23Q: 3 clusters Score -531052.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -531080.250000 Penalty: 2522.133789
	Iteration 24Q: 3 clusters Score -531080.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -531104.312500 Penalty: 2522.133789
	Iteration 25Q: 3 clusters Score -531104.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -531128.562500 Penalty: 2522.133789
	Iteration 26Q: 3 clusters Score -531128.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -531156.250000 Penalty: 2522.133789
	Iteration 27Q: 3 clusters Score -531156.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -531184.875000 Penalty: 2522.133789
	Iteration 28Q: 3 clusters Score -531184.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -531205.875000 Penalty: 2522.133789
	Iteration 29Q: 3 clusters Score -531205.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -531224.500000 Penalty: 2522.133789
	Iteration 30Q: 3 clusters Score -531224.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -531239.500000 Penalty: 2522.133789
	Iteration 31Q: 3 clusters Score -531239.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -531252.812500 Penalty: 2522.133789
	Iteration 32Q: 3 clusters Score -531252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -531265.687500 Penalty: 2522.133789
	Iteration 33Q: 3 clusters Score -531265.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -531279.437500 Penalty: 2522.133789
	Iteration 34Q: 3 clusters Score -531279.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -531300.687500 Penalty: 2522.133789
	Iteration 35Q: 3 clusters Score -531300.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -531326.750000 Penalty: 2522.133789
	Iteration 36Q: 3 clusters Score -531326.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -531345.312500 Penalty: 2522.133789
	Iteration 37Q: 3 clusters Score -531345.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -531362.687500 Penalty: 2522.133789
	Iteration 38Q: 3 clusters Score -531362.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -531372.125000 Penalty: 2522.133789
	Iteration 39Q: 3 clusters Score -531372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -531378.875000 Penalty: 2522.133789
	Iteration 40F: 3 clusters Score -531378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -531381.375000 Penalty: 2522.133789
	Iteration 41Q: 3 clusters Score -531381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -531389.562500 Penalty: 2522.133789
	Iteration 42Q: 3 clusters Score -531389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -531393.312500 Penalty: 2522.133789
	Iteration 43Q: 3 clusters Score -531393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -531395.187500 Penalty: 2522.133789
	Iteration 44Q: 3 clusters Score -531395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -531398.000000 Penalty: 2522.133789
	Iteration 45Q: 3 clusters Score -531398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -531404.625000 Penalty: 2522.133789
	Iteration 46Q: 3 clusters Score -531404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -531409.125000 Penalty: 2522.133789
	Iteration 47Q: 3 clusters Score -531409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -531417.750000 Penalty: 2522.133789
	Iteration 48Q: 3 clusters Score -531417.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -531430.562500 Penalty: 2522.133789
	Iteration 49Q: 3 clusters Score -531430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -531442.812500 Penalty: 2522.133789
	Iteration 50Q: 3 clusters Score -531442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -531449.437500 Penalty: 2522.133789
	Iteration 51Q: 3 clusters Score -531449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -531455.062500 Penalty: 2522.133789
	Iteration 52Q: 3 clusters Score -531455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -531460.312500 Penalty: 2522.133789
	Iteration 53Q: 3 clusters Score -531460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -531464.000000 Penalty: 2522.133789
	Iteration 54Q: 3 clusters Score -531464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -531467.187500 Penalty: 2522.133789
	Iteration 55Q: 3 clusters Score -531467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -531472.125000 Penalty: 2522.133789
	Iteration 56Q: 3 clusters Score -531472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -531474.312500 Penalty: 2522.133789
	Iteration 57Q: 3 clusters Score -531474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -531473.750000 Penalty: 2522.133789
	Iteration 58Q: 3 clusters Score -531473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -531474.875000 Penalty: 2522.133789
	Iteration 59Q: 3 clusters Score -531474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -531474.875000 Penalty: 2522.133789
	Iteration 60F: 3 clusters Score -531474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -771935.625000 Penalty: 1315.327515
	Iteration 0F: 2 clusters Score -771935.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -767112.062500 Penalty: 2630.655029
	Iteration 0F: 3 clusters Score -767112.1 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -768598.812500 Penalty: 2630.655029
	Iteration 1F: 3 clusters Score -768598.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -768879.625000 Penalty: 2630.655029
	Iteration 2F: 3 clusters Score -768879.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -769059.875000 Penalty: 2630.655029
	Iteration 3F: 3 clusters Score -769059.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -769178.125000 Penalty: 2630.655029
	Iteration 4Q: 3 clusters Score -769178.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -769277.437500 Penalty: 2630.655029
	Iteration 5Q: 3 clusters Score -769277.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -769375.687500 Penalty: 2630.655029
	Iteration 6Q: 3 clusters Score -769375.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -769458.375000 Penalty: 2630.655029
	Iteration 7Q: 3 clusters Score -769458.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -769534.187500 Penalty: 2630.655029
	Iteration 8Q: 3 clusters Score -769534.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -769613.000000 Penalty: 2630.655029
	Iteration 9Q: 3 clusters Score -769613 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -769691.000000 Penalty: 2630.655029
	Iteration 10Q: 3 clusters Score -769691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -769766.000000 Penalty: 2630.655029
	Iteration 11Q: 3 clusters Score -769766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -769850.000000 Penalty: 2630.655029
	Iteration 12Q: 3 clusters Score -769850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -769922.250000 Penalty: 2630.655029
	Iteration 13Q: 3 clusters Score -769922.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -769989.812500 Penalty: 2630.655029
	Iteration 14Q: 3 clusters Score -769989.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -770056.562500 Penalty: 2630.655029
	Iteration 15Q: 3 clusters Score -770056.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -770126.500000 Penalty: 2630.655029
	Iteration 16Q: 3 clusters Score -770126.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -770216.875000 Penalty: 2630.655029
	Iteration 17Q: 3 clusters Score -770216.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -770297.562500 Penalty: 2630.655029
	Iteration 18Q: 3 clusters Score -770297.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -770379.062500 Penalty: 2630.655029
	Iteration 19Q: 3 clusters Score -770379.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -770467.500000 Penalty: 2630.655029
	Iteration 20F: 3 clusters Score -770467.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -770538.125000 Penalty: 2630.655029
	Iteration 21Q: 3 clusters Score -770538.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -770582.187500 Penalty: 2630.655029
	Iteration 22Q: 3 clusters Score -770582.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -770617.375000 Penalty: 2630.655029
	Iteration 23Q: 3 clusters Score -770617.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -770647.812500 Penalty: 2630.655029
	Iteration 24Q: 3 clusters Score -770647.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -770677.687500 Penalty: 2630.655029
	Iteration 25Q: 3 clusters Score -770677.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -770701.937500 Penalty: 2630.655029
	Iteration 26Q: 3 clusters Score -770701.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -770721.375000 Penalty: 2630.655029
	Iteration 27Q: 3 clusters Score -770721.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -770739.687500 Penalty: 2630.655029
	Iteration 28Q: 3 clusters Score -770739.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -770756.750000 Penalty: 2630.655029
	Iteration 29Q: 3 clusters Score -770756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -770771.562500 Penalty: 2630.655029
	Iteration 30Q: 3 clusters Score -770771.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -770780.062500 Penalty: 2630.655029
	Iteration 31Q: 3 clusters Score -770780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -770785.250000 Penalty: 2630.655029
	Iteration 32Q: 3 clusters Score -770785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -770793.562500 Penalty: 2630.655029
	Iteration 33Q: 3 clusters Score -770793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -770796.625000 Penalty: 2630.655029
	Iteration 34Q: 3 clusters Score -770796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -770804.000000 Penalty: 2630.655029
	Iteration 35Q: 3 clusters Score -770804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -770810.312500 Penalty: 2630.655029
	Iteration 36Q: 3 clusters Score -770810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -770812.562500 Penalty: 2630.655029
	Iteration 37Q: 3 clusters Score -770812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -770819.125000 Penalty: 2630.655029
	Iteration 38Q: 3 clusters Score -770819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -770825.062500 Penalty: 2630.655029
	Iteration 39Q: 3 clusters Score -770825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -770828.375000 Penalty: 2630.655029
	Iteration 40F: 3 clusters Score -770828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -770829.500000 Penalty: 2630.655029
	Iteration 41Q: 3 clusters Score -770829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -770833.062500 Penalty: 2630.655029
	Iteration 42Q: 3 clusters Score -770833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -770835.000000 Penalty: 2630.655029
	Iteration 43Q: 3 clusters Score -770835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -770839.187500 Penalty: 2630.655029
	Iteration 44Q: 3 clusters Score -770839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -770841.625000 Penalty: 2630.655029
	Iteration 45Q: 3 clusters Score -770841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -770842.562500 Penalty: 2630.655029
	Iteration 46Q: 3 clusters Score -770842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -770843.312500 Penalty: 2630.655029
	Iteration 47Q: 3 clusters Score -770843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -770846.000000 Penalty: 2630.655029
	Iteration 48Q: 3 clusters Score -770846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -770849.250000 Penalty: 2630.655029
	Iteration 49Q: 3 clusters Score -770849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -770854.500000 Penalty: 2630.655029
	Iteration 50Q: 3 clusters Score -770854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -770854.937500 Penalty: 2630.655029
	Iteration 51Q: 3 clusters Score -770854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -770860.750000 Penalty: 2630.655029
	Iteration 52Q: 3 clusters Score -770860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -770862.437500 Penalty: 2630.655029
	Iteration 53Q: 3 clusters Score -770862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -770866.875000 Penalty: 2630.655029
	Iteration 54Q: 3 clusters Score -770866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -770870.375000 Penalty: 2630.655029
	Iteration 55Q: 3 clusters Score -770870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -770873.250000 Penalty: 2630.655029
	Iteration 56Q: 3 clusters Score -770873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -770874.812500 Penalty: 2630.655029
	Iteration 57Q: 3 clusters Score -770874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -770877.375000 Penalty: 2630.655029
	Iteration 58Q: 3 clusters Score -770877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -770879.250000 Penalty: 2630.655029
	Iteration 59Q: 3 clusters Score -770879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -770880.187500 Penalty: 2630.655029
	Iteration 60F: 3 clusters Score -770880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -770880.000000 Penalty: 2630.655029
	Iteration 61Q: 3 clusters Score -770880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -770880.687500 Penalty: 2630.655029
	Iteration 62Q: 3 clusters Score -770880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -770883.750000 Penalty: 2630.655029
	Iteration 63Q: 3 clusters Score -770883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -770883.312500 Penalty: 2630.655029
	Iteration 64Q: 3 clusters Score -770883.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -770883.312500 Penalty: 2630.655029
	Iteration 65F: 3 clusters Score -770883.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Entering Unmasked Estep 
Score: -1560242.250000 Penalty: 1420.767578
	Iteration 0F: 2 clusters Score -1560242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1551099.125000 Penalty: 2841.535156
	Iteration 0F: 3 clusters Score -1551099 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1554180.125000 Penalty: 2841.535156
	Iteration 1F: 3 clusters Score -1554180 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1554528.875000 Penalty: 2841.535156
	Iteration 2F: 3 clusters Score -1554529 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1554881.125000 Penalty: 2841.535156
	Iteration 3F: 3 clusters Score -1554881 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1555202.625000 Penalty: 2841.535156
	Iteration 4Q: 3 clusters Score -1555203 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1555481.875000 Penalty: 2841.535156
	Iteration 5Q: 3 clusters Score -1555482 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1555726.250000 Penalty: 2841.535156
	Iteration 6Q: 3 clusters Score -1555726 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1555949.625000 Penalty: 2841.535156
	Iteration 7Q: 3 clusters Score -1555950 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1556173.250000 Penalty: 2841.535156
	Iteration 8Q: 3 clusters Score -1556173 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1556423.125000 Penalty: 2841.535156
	Iteration 9Q: 3 clusters Score -1556423 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1556654.875000 Penalty: 2841.535156
	Iteration 10Q: 3 clusters Score -1556655 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1556893.250000 Penalty: 2841.535156
	Iteration 11Q: 3 clusters Score -1556893 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1557108.625000 Penalty: 2841.535156
	Iteration 12Q: 3 clusters Score -1557109 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1557295.375000 Penalty: 2841.535156
	Iteration 13Q: 3 clusters Score -1557295 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1557447.875000 Penalty: 2841.535156
	Iteration 14Q: 3 clusters Score -1557448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1557563.000000 Penalty: 2841.535156
	Iteration 15Q: 3 clusters Score -1557563 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1557644.625000 Penalty: 2841.535156
	Iteration 16Q: 3 clusters Score -1557645 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1557714.750000 Penalty: 2841.535156
	Iteration 17Q: 3 clusters Score -1557715 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1557775.125000 Penalty: 2841.535156
	Iteration 18Q: 3 clusters Score -1557775 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1557837.125000 Penalty: 2841.535156
	Iteration 19Q: 3 clusters Score -1557837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1557898.625000 Penalty: 2841.535156
	Iteration 20F: 3 clusters Score -1557899 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1557950.500000 Penalty: 2841.535156
	Iteration 21Q: 3 clusters Score -1557950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1558003.875000 Penalty: 2841.535156
	Iteration 22Q: 3 clusters Score -1558004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1558062.125000 Penalty: 2841.535156
	Iteration 23Q: 3 clusters Score -1558062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1558101.250000 Penalty: 2841.535156
	Iteration 24Q: 3 clusters Score -1558101 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1558134.625000 Penalty: 2841.535156
	Iteration 25Q: 3 clusters Score -1558135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1558173.375000 Penalty: 2841.535156
	Iteration 26Q: 3 clusters Score -1558173 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1558214.250000 Penalty: 2841.535156
	Iteration 27Q: 3 clusters Score -1558214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1558249.375000 Penalty: 2841.535156
	Iteration 28Q: 3 clusters Score -1558249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1558289.125000 Penalty: 2841.535156
	Iteration 29Q: 3 clusters Score -1558289 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1558329.625000 Penalty: 2841.535156
	Iteration 30Q: 3 clusters Score -1558330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1558380.000000 Penalty: 2841.535156
	Iteration 31Q: 3 clusters Score -1558380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1558419.500000 Penalty: 2841.535156
	Iteration 32Q: 3 clusters Score -1558420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1558463.375000 Penalty: 2841.535156
	Iteration 33Q: 3 clusters Score -1558463 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1558520.250000 Penalty: 2841.535156
	Iteration 34Q: 3 clusters Score -1558520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1558575.125000 Penalty: 2841.535156
	Iteration 35Q: 3 clusters Score -1558575 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1558633.125000 Penalty: 2841.535156
	Iteration 36Q: 3 clusters Score -1558633 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1558683.750000 Penalty: 2841.535156
	Iteration 37Q: 3 clusters Score -1558684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1558727.750000 Penalty: 2841.535156
	Iteration 38Q: 3 clusters Score -1558728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1558777.875000 Penalty: 2841.535156
	Iteration 39Q: 3 clusters Score -1558778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1558818.375000 Penalty: 2841.535156
	Iteration 40F: 3 clusters Score -1558818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1558865.875000 Penalty: 2841.535156
	Iteration 41Q: 3 clusters Score -1558866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1558901.625000 Penalty: 2841.535156
	Iteration 42Q: 3 clusters Score -1558902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1558943.000000 Penalty: 2841.535156
	Iteration 43Q: 3 clusters Score -1558943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1558990.625000 Penalty: 2841.535156
	Iteration 44Q: 3 clusters Score -1558991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1559032.750000 Penalty: 2841.535156
	Iteration 45Q: 3 clusters Score -1559033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1559065.375000 Penalty: 2841.535156
	Iteration 46Q: 3 clusters Score -1559065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1559091.500000 Penalty: 2841.535156
	Iteration 47Q: 3 clusters Score -1559092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1559119.875000 Penalty: 2841.535156
	Iteration 48Q: 3 clusters Score -1559120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1559156.500000 Penalty: 2841.535156
	Iteration 49Q: 3 clusters Score -1559156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1559185.000000 Penalty: 2841.535156
	Iteration 50Q: 3 clusters Score -1559185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1559211.500000 Penalty: 2841.535156
	Iteration 51Q: 3 clusters Score -1559212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1559229.000000 Penalty: 2841.535156
	Iteration 52Q: 3 clusters Score -1559229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1559251.875000 Penalty: 2841.535156
	Iteration 53Q: 3 clusters Score -1559252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1559263.750000 Penalty: 2841.535156
	Iteration 54Q: 3 clusters Score -1559264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1559270.625000 Penalty: 2841.535156
	Iteration 55Q: 3 clusters Score -1559271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1559278.250000 Penalty: 2841.535156
	Iteration 56Q: 3 clusters Score -1559278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1559281.750000 Penalty: 2841.535156
	Iteration 57Q: 3 clusters Score -1559282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1559284.500000 Penalty: 2841.535156
	Iteration 58Q: 3 clusters Score -1559284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1559287.250000 Penalty: 2841.535156
	Iteration 59Q: 3 clusters Score -1559287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1559292.500000 Penalty: 2841.535156
	Iteration 60F: 3 clusters Score -1559292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1559293.750000 Penalty: 2841.535156
	Iteration 61Q: 3 clusters Score -1559294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1559294.250000 Penalty: 2841.535156
	Iteration 62Q: 3 clusters Score -1559294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1559298.250000 Penalty: 2841.535156
	Iteration 63Q: 3 clusters Score -1559298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1559298.250000 Penalty: 2841.535156
	Iteration 64Q: 3 clusters Score -1559298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1559299.375000 Penalty: 2841.535156
	Iteration 65Q: 3 clusters Score -1559299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1559300.375000 Penalty: 2841.535156
	Iteration 66Q: 3 clusters Score -1559300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1559304.375000 Penalty: 2841.535156
	Iteration 67Q: 3 clusters Score -1559304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1559309.625000 Penalty: 2841.535156
	Iteration 68Q: 3 clusters Score -1559310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1559312.250000 Penalty: 2841.535156
	Iteration 69Q: 3 clusters Score -1559312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1559311.750000 Penalty: 2841.535156
	Iteration 70Q: 3 clusters Score -1559312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1559314.625000 Penalty: 2841.535156
	Iteration 71Q: 3 clusters Score -1559315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1559317.125000 Penalty: 2841.535156
	Iteration 72Q: 3 clusters Score -1559317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1559318.125000 Penalty: 2841.535156
	Iteration 73Q: 3 clusters Score -1559318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1559318.125000 Penalty: 2841.535156
	Iteration 74F: 3 clusters Score -1559318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -36911.562500 Penalty: 931.710022
	Iteration 0F: 2 clusters Score -36911.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35988.351562 Penalty: 1863.420044
	Iteration 0F: 3 clusters Score -35988.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36335.660156 Penalty: 1863.420044
	Iteration 1F: 3 clusters Score -36335.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36442.656250 Penalty: 1863.420044
	Iteration 2F: 3 clusters Score -36442.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36493.492188 Penalty: 1863.420044
	Iteration 3Q: 3 clusters Score -36493.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36507.125000 Penalty: 1863.420044
	Iteration 4Q: 3 clusters Score -36507.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36514.332031 Penalty: 1863.420044
	Iteration 5Q: 3 clusters Score -36514.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36515.230469 Penalty: 1863.420044
	Iteration 6Q: 3 clusters Score -36515.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36520.480469 Penalty: 1863.420044
	Iteration 7Q: 3 clusters Score -36520.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36522.363281 Penalty: 1863.420044
	Iteration 8Q: 3 clusters Score -36522.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36527.339844 Penalty: 1863.420044
	Iteration 9Q: 3 clusters Score -36527.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36528.871094 Penalty: 1863.420044
	Iteration 10Q: 3 clusters Score -36528.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36528.871094 Penalty: 1863.420044
	Iteration 11F: 3 clusters Score -36528.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -497723.781250 Penalty: 1248.031982
	Iteration 0F: 2 clusters Score -497723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -494380.562500 Penalty: 2496.063965
	Iteration 0F: 3 clusters Score -494380.6 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -495319.093750 Penalty: 2496.063965
	Iteration 1F: 3 clusters Score -495319.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -495542.187500 Penalty: 2496.063965
	Iteration 2F: 3 clusters Score -495542.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -495673.593750 Penalty: 2496.063965
	Iteration 3Q: 3 clusters Score -495673.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -495759.437500 Penalty: 2496.063965
	Iteration 4Q: 3 clusters Score -495759.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -495807.312500 Penalty: 2496.063965
	Iteration 5Q: 3 clusters Score -495807.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -495841.000000 Penalty: 2496.063965
	Iteration 6Q: 3 clusters Score -495841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495870.843750 Penalty: 2496.063965
	Iteration 7Q: 3 clusters Score -495870.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -495891.187500 Penalty: 2496.063965
	Iteration 8Q: 3 clusters Score -495891.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495906.156250 Penalty: 2496.063965
	Iteration 9Q: 3 clusters Score -495906.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -495915.281250 Penalty: 2496.063965
	Iteration 10Q: 3 clusters Score -495915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -495922.312500 Penalty: 2496.063965
	Iteration 11Q: 3 clusters Score -495922.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -495926.812500 Penalty: 2496.063965
	Iteration 12Q: 3 clusters Score -495926.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -495931.375000 Penalty: 2496.063965
	Iteration 13Q: 3 clusters Score -495931.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -495936.156250 Penalty: 2496.063965
	Iteration 14Q: 3 clusters Score -495936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -495938.093750 Penalty: 2496.063965
	Iteration 15Q: 3 clusters Score -495938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -495939.375000 Penalty: 2496.063965
	Iteration 16Q: 3 clusters Score -495939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495941.437500 Penalty: 2496.063965
	Iteration 17Q: 3 clusters Score -495941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -495942.750000 Penalty: 2496.063965
	Iteration 18Q: 3 clusters Score -495942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -495945.093750 Penalty: 2496.063965
	Iteration 19Q: 3 clusters Score -495945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -495949.781250 Penalty: 2496.063965
	Iteration 20F: 3 clusters Score -495949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -495955.187500 Penalty: 2496.063965
	Iteration 21Q: 3 clusters Score -495955.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -495960.875000 Penalty: 2496.063965
	Iteration 22Q: 3 clusters Score -495960.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -495965.593750 Penalty: 2496.063965
	Iteration 23Q: 3 clusters Score -495965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -495975.843750 Penalty: 2496.063965
	Iteration 24Q: 3 clusters Score -495975.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -495984.468750 Penalty: 2496.063965
	Iteration 25Q: 3 clusters Score -495984.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -495991.875000 Penalty: 2496.063965
	Iteration 26Q: 3 clusters Score -495991.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -496004.062500 Penalty: 2496.063965
	Iteration 27Q: 3 clusters Score -496004.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -496011.687500 Penalty: 2496.063965
	Iteration 28Q: 3 clusters Score -496011.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -496019.875000 Penalty: 2496.063965
	Iteration 29Q: 3 clusters Score -496019.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -496032.250000 Penalty: 2496.063965
	Iteration 30Q: 3 clusters Score -496032.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496043.781250 Penalty: 2496.063965
	Iteration 31Q: 3 clusters Score -496043.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -496053.718750 Penalty: 2496.063965
	Iteration 32Q: 3 clusters Score -496053.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -496061.406250 Penalty: 2496.063965
	Iteration 33Q: 3 clusters Score -496061.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -496068.468750 Penalty: 2496.063965
	Iteration 34Q: 3 clusters Score -496068.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496077.062500 Penalty: 2496.063965
	Iteration 35Q: 3 clusters Score -496077.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -496084.156250 Penalty: 2496.063965
	Iteration 36Q: 3 clusters Score -496084.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -496092.281250 Penalty: 2496.063965
	Iteration 37Q: 3 clusters Score -496092.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -496098.687500 Penalty: 2496.063965
	Iteration 38Q: 3 clusters Score -496098.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -496105.968750 Penalty: 2496.063965
	Iteration 39Q: 3 clusters Score -496106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -496110.812500 Penalty: 2496.063965
	Iteration 40F: 3 clusters Score -496110.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -496117.062500 Penalty: 2496.063965
	Iteration 41Q: 3 clusters Score -496117.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -496124.812500 Penalty: 2496.063965
	Iteration 42Q: 3 clusters Score -496124.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -496133.062500 Penalty: 2496.063965
	Iteration 43Q: 3 clusters Score -496133.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -496139.812500 Penalty: 2496.063965
	Iteration 44Q: 3 clusters Score -496139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -496146.062500 Penalty: 2496.063965
	Iteration 45Q: 3 clusters Score -496146.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -496152.250000 Penalty: 2496.063965
	Iteration 46Q: 3 clusters Score -496152.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -496157.593750 Penalty: 2496.063965
	Iteration 47Q: 3 clusters Score -496157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -496166.281250 Penalty: 2496.063965
	Iteration 48Q: 3 clusters Score -496166.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -496174.375000 Penalty: 2496.063965
	Iteration 49Q: 3 clusters Score -496174.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -496180.500000 Penalty: 2496.063965
	Iteration 50Q: 3 clusters Score -496180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -496186.312500 Penalty: 2496.063965
	Iteration 51Q: 3 clusters Score -496186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -496191.687500 Penalty: 2496.063965
	Iteration 52Q: 3 clusters Score -496191.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -496200.375000 Penalty: 2496.063965
	Iteration 53Q: 3 clusters Score -496200.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -496211.187500 Penalty: 2496.063965
	Iteration 54Q: 3 clusters Score -496211.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -496224.000000 Penalty: 2496.063965
	Iteration 55Q: 3 clusters Score -496224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -496235.531250 Penalty: 2496.063965
	Iteration 56Q: 3 clusters Score -496235.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -496243.562500 Penalty: 2496.063965
	Iteration 57Q: 3 clusters Score -496243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -496252.781250 Penalty: 2496.063965
	Iteration 58Q: 3 clusters Score -496252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -496261.437500 Penalty: 2496.063965
	Iteration 59Q: 3 clusters Score -496261.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -496273.656250 Penalty: 2496.063965
	Iteration 60F: 3 clusters Score -496273.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -496285.625000 Penalty: 2496.063965
	Iteration 61Q: 3 clusters Score -496285.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -496302.281250 Penalty: 2496.063965
	Iteration 62Q: 3 clusters Score -496302.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -496315.281250 Penalty: 2496.063965
	Iteration 63Q: 3 clusters Score -496315.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -496330.687500 Penalty: 2496.063965
	Iteration 64Q: 3 clusters Score -496330.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -496351.562500 Penalty: 2496.063965
	Iteration 65Q: 3 clusters Score -496351.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -496372.250000 Penalty: 2496.063965
	Iteration 66Q: 3 clusters Score -496372.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -496391.093750 Penalty: 2496.063965
	Iteration 67Q: 3 clusters Score -496391.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -496404.343750 Penalty: 2496.063965
	Iteration 68Q: 3 clusters Score -496404.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -496412.031250 Penalty: 2496.063965
	Iteration 69Q: 3 clusters Score -496412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -496417.593750 Penalty: 2496.063965
	Iteration 70Q: 3 clusters Score -496417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -496423.406250 Penalty: 2496.063965
	Iteration 71Q: 3 clusters Score -496423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -496426.218750 Penalty: 2496.063965
	Iteration 72Q: 3 clusters Score -496426.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -496432.968750 Penalty: 2496.063965
	Iteration 73Q: 3 clusters Score -496433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -496436.656250 Penalty: 2496.063965
	Iteration 74Q: 3 clusters Score -496436.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -496441.843750 Penalty: 2496.063965
	Iteration 75Q: 3 clusters Score -496441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -496443.343750 Penalty: 2496.063965
	Iteration 76Q: 3 clusters Score -496443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -496445.218750 Penalty: 2496.063965
	Iteration 77Q: 3 clusters Score -496445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -496447.906250 Penalty: 2496.063965
	Iteration 78Q: 3 clusters Score -496447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -496450.375000 Penalty: 2496.063965
	Iteration 79Q: 3 clusters Score -496450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -496451.937500 Penalty: 2496.063965
	Iteration 80F: 3 clusters Score -496451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -496453.468750 Penalty: 2496.063965
	Iteration 81Q: 3 clusters Score -496453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -496457.781250 Penalty: 2496.063965
	Iteration 82Q: 3 clusters Score -496457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -496459.656250 Penalty: 2496.063965
	Iteration 83Q: 3 clusters Score -496459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -496462.781250 Penalty: 2496.063965
	Iteration 84Q: 3 clusters Score -496462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -496465.593750 Penalty: 2496.063965
	Iteration 85Q: 3 clusters Score -496465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -496466.562500 Penalty: 2496.063965
	Iteration 86Q: 3 clusters Score -496466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -496466.937500 Penalty: 2496.063965
	Iteration 87Q: 3 clusters Score -496466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -496466.875000 Penalty: 2496.063965
	Iteration 88Q: 3 clusters Score -496466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -496466.875000 Penalty: 2496.063965
	Iteration 89F: 3 clusters Score -496466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Entering Unmasked Estep 
Score: -2276712.500000 Penalty: 1474.543823
	Iteration 0F: 2 clusters Score -2276712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2263569.250000 Penalty: 2949.087646
	Iteration 0F: 3 clusters Score -2263569 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2268272.250000 Penalty: 2949.087646
	Iteration 1F: 3 clusters Score -2268272 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2268679.000000 Penalty: 2949.087646
	Iteration 2F: 3 clusters Score -2268679 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2269022.500000 Penalty: 2949.087646
	Iteration 3Q: 3 clusters Score -2269022 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2269265.500000 Penalty: 2949.087646
	Iteration 4Q: 3 clusters Score -2269266 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2269498.500000 Penalty: 2949.087646
	Iteration 5Q: 3 clusters Score -2269498 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2269745.000000 Penalty: 2949.087646
	Iteration 6Q: 3 clusters Score -2269745 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2270002.500000 Penalty: 2949.087646
	Iteration 7Q: 3 clusters Score -2270002 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2270266.500000 Penalty: 2949.087646
	Iteration 8Q: 3 clusters Score -2270266 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2270600.750000 Penalty: 2949.087646
	Iteration 9Q: 3 clusters Score -2270601 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2270948.250000 Penalty: 2949.087646
	Iteration 10Q: 3 clusters Score -2270948 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2271349.500000 Penalty: 2949.087646
	Iteration 11Q: 3 clusters Score -2271350 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2271826.250000 Penalty: 2949.087646
	Iteration 12Q: 3 clusters Score -2271826 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2272305.000000 Penalty: 2949.087646
	Iteration 13Q: 3 clusters Score -2272305 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2272792.500000 Penalty: 2949.087646
	Iteration 14Q: 3 clusters Score -2272792 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2273238.250000 Penalty: 2949.087646
	Iteration 15Q: 3 clusters Score -2273238 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2273680.000000 Penalty: 2949.087646
	Iteration 16Q: 3 clusters Score -2273680 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2274051.000000 Penalty: 2949.087646
	Iteration 17Q: 3 clusters Score -2274051 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2274333.250000 Penalty: 2949.087646
	Iteration 18Q: 3 clusters Score -2274333 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2274559.750000 Penalty: 2949.087646
	Iteration 19Q: 3 clusters Score -2274560 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2274730.750000 Penalty: 2949.087646
	Iteration 20F: 3 clusters Score -2274731 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2274894.500000 Penalty: 2949.087646
	Iteration 21Q: 3 clusters Score -2274894 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2275035.250000 Penalty: 2949.087646
	Iteration 22Q: 3 clusters Score -2275035 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2275145.250000 Penalty: 2949.087646
	Iteration 23Q: 3 clusters Score -2275145 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2275221.250000 Penalty: 2949.087646
	Iteration 24Q: 3 clusters Score -2275221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2275306.000000 Penalty: 2949.087646
	Iteration 25Q: 3 clusters Score -2275306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2275355.250000 Penalty: 2949.087646
	Iteration 26Q: 3 clusters Score -2275355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2275400.750000 Penalty: 2949.087646
	Iteration 27Q: 3 clusters Score -2275401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2275434.000000 Penalty: 2949.087646
	Iteration 28Q: 3 clusters Score -2275434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2275462.000000 Penalty: 2949.087646
	Iteration 29Q: 3 clusters Score -2275462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2275478.000000 Penalty: 2949.087646
	Iteration 30Q: 3 clusters Score -2275478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2275485.500000 Penalty: 2949.087646
	Iteration 31Q: 3 clusters Score -2275486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2275490.000000 Penalty: 2949.087646
	Iteration 32Q: 3 clusters Score -2275490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2275498.750000 Penalty: 2949.087646
	Iteration 33Q: 3 clusters Score -2275499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2275508.000000 Penalty: 2949.087646
	Iteration 34Q: 3 clusters Score -2275508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2275509.750000 Penalty: 2949.087646
	Iteration 35Q: 3 clusters Score -2275510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2275510.000000 Penalty: 2949.087646
	Iteration 36Q: 3 clusters Score -2275510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2275510.000000 Penalty: 2949.087646
	Iteration 37Q: 3 clusters Score -2275510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2275510.000000 Penalty: 2949.087646
	Iteration 38Q: 3 clusters Score -2275510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2275516.750000 Penalty: 2949.087646
	Iteration 39Q: 3 clusters Score -2275517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2275519.750000 Penalty: 2949.087646
	Iteration 40F: 3 clusters Score -2275520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2275525.500000 Penalty: 2949.087646
	Iteration 41Q: 3 clusters Score -2275526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2275534.000000 Penalty: 2949.087646
	Iteration 42Q: 3 clusters Score -2275534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2275538.250000 Penalty: 2949.087646
	Iteration 43Q: 3 clusters Score -2275538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2275545.500000 Penalty: 2949.087646
	Iteration 44Q: 3 clusters Score -2275546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2275547.500000 Penalty: 2949.087646
	Iteration 45Q: 3 clusters Score -2275548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2275553.500000 Penalty: 2949.087646
	Iteration 46Q: 3 clusters Score -2275554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2275556.250000 Penalty: 2949.087646
	Iteration 47Q: 3 clusters Score -2275556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2275562.250000 Penalty: 2949.087646
	Iteration 48Q: 3 clusters Score -2275562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2275563.000000 Penalty: 2949.087646
	Iteration 49Q: 3 clusters Score -2275563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2275567.750000 Penalty: 2949.087646
	Iteration 50Q: 3 clusters Score -2275568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2275568.750000 Penalty: 2949.087646
	Iteration 51Q: 3 clusters Score -2275569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2275572.750000 Penalty: 2949.087646
	Iteration 52Q: 3 clusters Score -2275573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2275573.500000 Penalty: 2949.087646
	Iteration 53Q: 3 clusters Score -2275574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2275573.500000 Penalty: 2949.087646
	Iteration 54Q: 3 clusters Score -2275574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2275574.500000 Penalty: 2949.087646
	Iteration 55Q: 3 clusters Score -2275574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2275573.750000 Penalty: 2949.087646
	Iteration 56Q: 3 clusters Score -2275574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2275576.250000 Penalty: 2949.087646
	Iteration 57Q: 3 clusters Score -2275576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2275577.250000 Penalty: 2949.087646
	Iteration 58Q: 3 clusters Score -2275577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2275577.250000 Penalty: 2949.087646
	Iteration 59F: 3 clusters Score -2275577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -818678.687500 Penalty: 1337.443604
	Iteration 0F: 2 clusters Score -818678.7 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 4034 members 
Entering Unmasked Estep 
Score: -813180.812500 Penalty: 2674.887207
	Iteration 0F: 3 clusters Score -813180.8 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -814984.500000 Penalty: 2674.887207
	Iteration 1F: 3 clusters Score -814984.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -815265.812500 Penalty: 2674.887207
	Iteration 2F: 3 clusters Score -815265.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -815452.125000 Penalty: 2674.887207
	Iteration 3F: 3 clusters Score -815452.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -815603.000000 Penalty: 2674.887207
	Iteration 4Q: 3 clusters Score -815603 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -815725.562500 Penalty: 2674.887207
	Iteration 5Q: 3 clusters Score -815725.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -815822.687500 Penalty: 2674.887207
	Iteration 6Q: 3 clusters Score -815822.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -815908.562500 Penalty: 2674.887207
	Iteration 7Q: 3 clusters Score -815908.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -815993.750000 Penalty: 2674.887207
	Iteration 8Q: 3 clusters Score -815993.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -816073.687500 Penalty: 2674.887207
	Iteration 9Q: 3 clusters Score -816073.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -816146.687500 Penalty: 2674.887207
	Iteration 10Q: 3 clusters Score -816146.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -816219.812500 Penalty: 2674.887207
	Iteration 11Q: 3 clusters Score -816219.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -816290.500000 Penalty: 2674.887207
	Iteration 12Q: 3 clusters Score -816290.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -816360.562500 Penalty: 2674.887207
	Iteration 13Q: 3 clusters Score -816360.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -816423.937500 Penalty: 2674.887207
	Iteration 14Q: 3 clusters Score -816423.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -816482.500000 Penalty: 2674.887207
	Iteration 15Q: 3 clusters Score -816482.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -816535.250000 Penalty: 2674.887207
	Iteration 16Q: 3 clusters Score -816535.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -816587.625000 Penalty: 2674.887207
	Iteration 17Q: 3 clusters Score -816587.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -816648.937500 Penalty: 2674.887207
	Iteration 18Q: 3 clusters Score -816648.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -816693.812500 Penalty: 2674.887207
	Iteration 19Q: 3 clusters Score -816693.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -816736.187500 Penalty: 2674.887207
	Iteration 20F: 3 clusters Score -816736.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -816771.750000 Penalty: 2674.887207
	Iteration 21Q: 3 clusters Score -816771.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -816802.875000 Penalty: 2674.887207
	Iteration 22Q: 3 clusters Score -816802.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -816829.500000 Penalty: 2674.887207
	Iteration 23Q: 3 clusters Score -816829.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -816847.562500 Penalty: 2674.887207
	Iteration 24Q: 3 clusters Score -816847.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -816865.500000 Penalty: 2674.887207
	Iteration 25Q: 3 clusters Score -816865.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -816880.000000 Penalty: 2674.887207
	Iteration 26Q: 3 clusters Score -816880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -816889.062500 Penalty: 2674.887207
	Iteration 27Q: 3 clusters Score -816889.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -816899.437500 Penalty: 2674.887207
	Iteration 28Q: 3 clusters Score -816899.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -816906.500000 Penalty: 2674.887207
	Iteration 29Q: 3 clusters Score -816906.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -816914.500000 Penalty: 2674.887207
	Iteration 30Q: 3 clusters Score -816914.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -816926.000000 Penalty: 2674.887207
	Iteration 31Q: 3 clusters Score -816926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -816944.812500 Penalty: 2674.887207
	Iteration 32Q: 3 clusters Score -816944.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -816966.187500 Penalty: 2674.887207
	Iteration 33Q: 3 clusters Score -816966.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -816981.687500 Penalty: 2674.887207
	Iteration 34Q: 3 clusters Score -816981.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -816998.687500 Penalty: 2674.887207
	Iteration 35Q: 3 clusters Score -816998.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -817012.312500 Penalty: 2674.887207
	Iteration 36Q: 3 clusters Score -817012.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -817026.125000 Penalty: 2674.887207
	Iteration 37Q: 3 clusters Score -817026.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -817040.312500 Penalty: 2674.887207
	Iteration 38Q: 3 clusters Score -817040.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -817052.312500 Penalty: 2674.887207
	Iteration 39Q: 3 clusters Score -817052.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -817065.625000 Penalty: 2674.887207
	Iteration 40F: 3 clusters Score -817065.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -817081.437500 Penalty: 2674.887207
	Iteration 41Q: 3 clusters Score -817081.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -817100.687500 Penalty: 2674.887207
	Iteration 42Q: 3 clusters Score -817100.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -817114.062500 Penalty: 2674.887207
	Iteration 43Q: 3 clusters Score -817114.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -817124.812500 Penalty: 2674.887207
	Iteration 44Q: 3 clusters Score -817124.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -817136.687500 Penalty: 2674.887207
	Iteration 45Q: 3 clusters Score -817136.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -817143.375000 Penalty: 2674.887207
	Iteration 46Q: 3 clusters Score -817143.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -817146.937500 Penalty: 2674.887207
	Iteration 47Q: 3 clusters Score -817146.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -817154.062500 Penalty: 2674.887207
	Iteration 48Q: 3 clusters Score -817154.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -817159.062500 Penalty: 2674.887207
	Iteration 49Q: 3 clusters Score -817159.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -817163.312500 Penalty: 2674.887207
	Iteration 50Q: 3 clusters Score -817163.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -817169.750000 Penalty: 2674.887207
	Iteration 51Q: 3 clusters Score -817169.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -817176.062500 Penalty: 2674.887207
	Iteration 52Q: 3 clusters Score -817176.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -817178.375000 Penalty: 2674.887207
	Iteration 53Q: 3 clusters Score -817178.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -817182.625000 Penalty: 2674.887207
	Iteration 54Q: 3 clusters Score -817182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -817192.062500 Penalty: 2674.887207
	Iteration 55Q: 3 clusters Score -817192.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -817199.125000 Penalty: 2674.887207
	Iteration 56Q: 3 clusters Score -817199.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -817205.875000 Penalty: 2674.887207
	Iteration 57Q: 3 clusters Score -817205.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -817209.625000 Penalty: 2674.887207
	Iteration 58Q: 3 clusters Score -817209.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -817213.625000 Penalty: 2674.887207
	Iteration 59Q: 3 clusters Score -817213.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -817220.812500 Penalty: 2674.887207
	Iteration 60F: 3 clusters Score -817220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -817223.062500 Penalty: 2674.887207
	Iteration 61Q: 3 clusters Score -817223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -817225.312500 Penalty: 2674.887207
	Iteration 62Q: 3 clusters Score -817225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -817226.375000 Penalty: 2674.887207
	Iteration 63Q: 3 clusters Score -817226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -817228.875000 Penalty: 2674.887207
	Iteration 64Q: 3 clusters Score -817228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -817231.875000 Penalty: 2674.887207
	Iteration 65Q: 3 clusters Score -817231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -817231.062500 Penalty: 2674.887207
	Iteration 66Q: 3 clusters Score -817231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -817231.437500 Penalty: 2674.887207
	Iteration 67Q: 3 clusters Score -817231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -817231.812500 Penalty: 2674.887207
	Iteration 68Q: 3 clusters Score -817231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -817229.562500 Penalty: 2674.887207
	Iteration 69Q: 3 clusters Score -817229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -817229.875000 Penalty: 2674.887207
	Iteration 70Q: 3 clusters Score -817229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -817229.875000 Penalty: 2674.887207
	Iteration 71F: 3 clusters Score -817229.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1065766.375000 Penalty: 1360.290894
	Iteration 0F: 2 clusters Score -1065766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1059398.500000 Penalty: 2720.581787
	Iteration 0F: 3 clusters Score -1059398 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1061491.625000 Penalty: 2720.581787
	Iteration 1F: 3 clusters Score -1061492 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1061814.500000 Penalty: 2720.581787
	Iteration 2F: 3 clusters Score -1061814 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1062049.125000 Penalty: 2720.581787
	Iteration 3F: 3 clusters Score -1062049 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1062277.500000 Penalty: 2720.581787
	Iteration 4Q: 3 clusters Score -1062278 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1062517.000000 Penalty: 2720.581787
	Iteration 5Q: 3 clusters Score -1062517 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1062760.750000 Penalty: 2720.581787
	Iteration 6Q: 3 clusters Score -1062761 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1062991.000000 Penalty: 2720.581787
	Iteration 7Q: 3 clusters Score -1062991 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1063269.500000 Penalty: 2720.581787
	Iteration 8Q: 3 clusters Score -1063270 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1063614.750000 Penalty: 2720.581787
	Iteration 9Q: 3 clusters Score -1063615 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1063955.875000 Penalty: 2720.581787
	Iteration 10Q: 3 clusters Score -1063956 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1064228.625000 Penalty: 2720.581787
	Iteration 11Q: 3 clusters Score -1064229 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1064458.500000 Penalty: 2720.581787
	Iteration 12Q: 3 clusters Score -1064458 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1064648.625000 Penalty: 2720.581787
	Iteration 13Q: 3 clusters Score -1064649 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1064795.625000 Penalty: 2720.581787
	Iteration 14Q: 3 clusters Score -1064796 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1064917.125000 Penalty: 2720.581787
	Iteration 15Q: 3 clusters Score -1064917 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1065004.250000 Penalty: 2720.581787
	Iteration 16Q: 3 clusters Score -1065004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1065049.250000 Penalty: 2720.581787
	Iteration 17Q: 3 clusters Score -1065049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1065085.500000 Penalty: 2720.581787
	Iteration 18Q: 3 clusters Score -1065086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1065128.625000 Penalty: 2720.581787
	Iteration 19Q: 3 clusters Score -1065129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1065176.000000 Penalty: 2720.581787
	Iteration 20F: 3 clusters Score -1065176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1065228.375000 Penalty: 2720.581787
	Iteration 21Q: 3 clusters Score -1065228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1065287.875000 Penalty: 2720.581787
	Iteration 22Q: 3 clusters Score -1065288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1065351.500000 Penalty: 2720.581787
	Iteration 23Q: 3 clusters Score -1065352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1065424.250000 Penalty: 2720.581787
	Iteration 24Q: 3 clusters Score -1065424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1065495.875000 Penalty: 2720.581787
	Iteration 25Q: 3 clusters Score -1065496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1065534.625000 Penalty: 2720.581787
	Iteration 26Q: 3 clusters Score -1065535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1065576.125000 Penalty: 2720.581787
	Iteration 27Q: 3 clusters Score -1065576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1065608.000000 Penalty: 2720.581787
	Iteration 28Q: 3 clusters Score -1065608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1065634.250000 Penalty: 2720.581787
	Iteration 29Q: 3 clusters Score -1065634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1065654.375000 Penalty: 2720.581787
	Iteration 30Q: 3 clusters Score -1065654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1065672.125000 Penalty: 2720.581787
	Iteration 31Q: 3 clusters Score -1065672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1065684.500000 Penalty: 2720.581787
	Iteration 32Q: 3 clusters Score -1065684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1065693.125000 Penalty: 2720.581787
	Iteration 33Q: 3 clusters Score -1065693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1065707.500000 Penalty: 2720.581787
	Iteration 34Q: 3 clusters Score -1065708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1065707.625000 Penalty: 2720.581787
	Iteration 35Q: 3 clusters Score -1065708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1065712.500000 Penalty: 2720.581787
	Iteration 36Q: 3 clusters Score -1065712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1065714.000000 Penalty: 2720.581787
	Iteration 37Q: 3 clusters Score -1065714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1065714.750000 Penalty: 2720.581787
	Iteration 38Q: 3 clusters Score -1065715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1065716.750000 Penalty: 2720.581787
	Iteration 39Q: 3 clusters Score -1065717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1065722.625000 Penalty: 2720.581787
	Iteration 40F: 3 clusters Score -1065723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1065720.250000 Penalty: 2720.581787
	Iteration 41Q: 3 clusters Score -1065720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1065719.375000 Penalty: 2720.581787
	Iteration 42Q: 3 clusters Score -1065719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1065721.625000 Penalty: 2720.581787
	Iteration 43Q: 3 clusters Score -1065722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1065723.500000 Penalty: 2720.581787
	Iteration 44Q: 3 clusters Score -1065724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1065724.250000 Penalty: 2720.581787
	Iteration 45Q: 3 clusters Score -1065724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1065724.125000 Penalty: 2720.581787
	Iteration 46Q: 3 clusters Score -1065724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1065724.000000 Penalty: 2720.581787
	Iteration 47Q: 3 clusters Score -1065724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1065724.500000 Penalty: 2720.581787
	Iteration 48Q: 3 clusters Score -1065724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1065724.875000 Penalty: 2720.581787
	Iteration 49Q: 3 clusters Score -1065725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1065725.000000 Penalty: 2720.581787
	Iteration 50Q: 3 clusters Score -1065725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1065727.125000 Penalty: 2720.581787
	Iteration 51Q: 3 clusters Score -1065727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1065727.375000 Penalty: 2720.581787
	Iteration 52Q: 3 clusters Score -1065727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1065727.875000 Penalty: 2720.581787
	Iteration 53Q: 3 clusters Score -1065728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1065726.625000 Penalty: 2720.581787
	Iteration 54Q: 3 clusters Score -1065727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1065728.125000 Penalty: 2720.581787
	Iteration 55Q: 3 clusters Score -1065728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1065728.125000 Penalty: 2720.581787
	Iteration 56F: 3 clusters Score -1065728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -1249155.875000 Penalty: 1389.131714
	Iteration 0F: 2 clusters Score -1249156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1241519.875000 Penalty: 2778.263428
	Iteration 0F: 3 clusters Score -1241520 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1244210.875000 Penalty: 2778.263428
	Iteration 1F: 3 clusters Score -1244211 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1244593.375000 Penalty: 2778.263428
	Iteration 2F: 3 clusters Score -1244593 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1244955.250000 Penalty: 2778.263428
	Iteration 3F: 3 clusters Score -1244955 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1245292.625000 Penalty: 2778.263428
	Iteration 4F: 3 clusters Score -1245293 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1245626.375000 Penalty: 2778.263428
	Iteration 5F: 3 clusters Score -1245626 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1246001.375000 Penalty: 2778.263428
	Iteration 6Q: 3 clusters Score -1246001 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1246466.375000 Penalty: 2778.263428
	Iteration 7F: 3 clusters Score -1246466 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1246994.750000 Penalty: 2778.263428
	Iteration 8F: 3 clusters Score -1246995 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1247460.375000 Penalty: 2778.263428
	Iteration 9Q: 3 clusters Score -1247460 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1247761.625000 Penalty: 2778.263428
	Iteration 10Q: 3 clusters Score -1247762 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1247982.750000 Penalty: 2778.263428
	Iteration 11Q: 3 clusters Score -1247983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1248083.000000 Penalty: 2778.263428
	Iteration 12Q: 3 clusters Score -1248083 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1248164.375000 Penalty: 2778.263428
	Iteration 13Q: 3 clusters Score -1248164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1248224.125000 Penalty: 2778.263428
	Iteration 14Q: 3 clusters Score -1248224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1248262.875000 Penalty: 2778.263428
	Iteration 15Q: 3 clusters Score -1248263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1248293.375000 Penalty: 2778.263428
	Iteration 16Q: 3 clusters Score -1248293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1248314.375000 Penalty: 2778.263428
	Iteration 17Q: 3 clusters Score -1248314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1248323.875000 Penalty: 2778.263428
	Iteration 18Q: 3 clusters Score -1248324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1248337.250000 Penalty: 2778.263428
	Iteration 19Q: 3 clusters Score -1248337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1248342.125000 Penalty: 2778.263428
	Iteration 20F: 3 clusters Score -1248342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1248348.125000 Penalty: 2778.263428
	Iteration 21Q: 3 clusters Score -1248348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1248349.625000 Penalty: 2778.263428
	Iteration 22Q: 3 clusters Score -1248350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1248352.250000 Penalty: 2778.263428
	Iteration 23Q: 3 clusters Score -1248352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1248352.250000 Penalty: 2778.263428
	Iteration 24F: 3 clusters Score -1248352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31284.228516 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31284.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31382.029297 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31382.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31404.861328 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31404.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31408.462891 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31408.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31408.462891 Penalty: 1695.455078
	Iteration 4F: 3 clusters Score -31408.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -258280.171875 Penalty: 1161.090454
	Iteration 0F: 2 clusters Score -258280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -256155.953125 Penalty: 2322.180908
	Iteration 0F: 3 clusters Score -256156 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -256705.937500 Penalty: 2322.180908
	Iteration 1F: 3 clusters Score -256705.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -256874.250000 Penalty: 2322.180908
	Iteration 2F: 3 clusters Score -256874.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -256989.312500 Penalty: 2322.180908
	Iteration 3F: 3 clusters Score -256989.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257092.046875 Penalty: 2322.180908
	Iteration 4Q: 3 clusters Score -257092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -257155.156250 Penalty: 2322.180908
	Iteration 5Q: 3 clusters Score -257155.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257191.328125 Penalty: 2322.180908
	Iteration 6Q: 3 clusters Score -257191.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -257230.578125 Penalty: 2322.180908
	Iteration 7Q: 3 clusters Score -257230.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -257265.062500 Penalty: 2322.180908
	Iteration 8Q: 3 clusters Score -257265.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -257302.218750 Penalty: 2322.180908
	Iteration 9Q: 3 clusters Score -257302.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -257340.968750 Penalty: 2322.180908
	Iteration 10Q: 3 clusters Score -257341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -257360.906250 Penalty: 2322.180908
	Iteration 11Q: 3 clusters Score -257360.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -257381.921875 Penalty: 2322.180908
	Iteration 12Q: 3 clusters Score -257381.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -257403.265625 Penalty: 2322.180908
	Iteration 13Q: 3 clusters Score -257403.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -257419.218750 Penalty: 2322.180908
	Iteration 14Q: 3 clusters Score -257419.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -257439.921875 Penalty: 2322.180908
	Iteration 15Q: 3 clusters Score -257439.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -257456.015625 Penalty: 2322.180908
	Iteration 16Q: 3 clusters Score -257456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -257480.640625 Penalty: 2322.180908
	Iteration 17Q: 3 clusters Score -257480.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -257500.500000 Penalty: 2322.180908
	Iteration 18Q: 3 clusters Score -257500.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -257519.765625 Penalty: 2322.180908
	Iteration 19Q: 3 clusters Score -257519.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -257535.296875 Penalty: 2322.180908
	Iteration 20F: 3 clusters Score -257535.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -257551.140625 Penalty: 2322.180908
	Iteration 21Q: 3 clusters Score -257551.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -257571.421875 Penalty: 2322.180908
	Iteration 22Q: 3 clusters Score -257571.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -257583.312500 Penalty: 2322.180908
	Iteration 23Q: 3 clusters Score -257583.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -257593.812500 Penalty: 2322.180908
	Iteration 24Q: 3 clusters Score -257593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -257605.843750 Penalty: 2322.180908
	Iteration 25Q: 3 clusters Score -257605.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -257616.921875 Penalty: 2322.180908
	Iteration 26Q: 3 clusters Score -257616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -257623.812500 Penalty: 2322.180908
	Iteration 27Q: 3 clusters Score -257623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -257633.125000 Penalty: 2322.180908
	Iteration 28Q: 3 clusters Score -257633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -257641.062500 Penalty: 2322.180908
	Iteration 29Q: 3 clusters Score -257641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -257646.546875 Penalty: 2322.180908
	Iteration 30Q: 3 clusters Score -257646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -257652.343750 Penalty: 2322.180908
	Iteration 31Q: 3 clusters Score -257652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -257659.781250 Penalty: 2322.180908
	Iteration 32Q: 3 clusters Score -257659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -257664.796875 Penalty: 2322.180908
	Iteration 33Q: 3 clusters Score -257664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -257667.015625 Penalty: 2322.180908
	Iteration 34Q: 3 clusters Score -257667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -257667.421875 Penalty: 2322.180908
	Iteration 35Q: 3 clusters Score -257667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -257668.406250 Penalty: 2322.180908
	Iteration 36Q: 3 clusters Score -257668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -257668.406250 Penalty: 2322.180908
	Iteration 37F: 3 clusters Score -257668.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Entering Unmasked Estep 
Score: -7125681.000000 Penalty: 1639.898560
	Iteration 0F: 2 clusters Score -7125681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -7085954.500000 Penalty: 3279.797119
	Iteration 0F: 3 clusters Score -7085954 nChanged 28215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7102440.000000 Penalty: 3279.797119
	Iteration 1F: 3 clusters Score -7102440 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -7103763.000000 Penalty: 3279.797119
	Iteration 2Q: 3 clusters Score -7103763 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -7105898.500000 Penalty: 3279.797119
	Iteration 3F: 3 clusters Score -7105898 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -7109183.000000 Penalty: 3279.797119
	Iteration 4F: 3 clusters Score -7109183 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -7113899.000000 Penalty: 3279.797119
	Iteration 5F: 3 clusters Score -7113899 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -7118910.500000 Penalty: 3279.797119
	Iteration 6F: 3 clusters Score -7118910 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -7122039.500000 Penalty: 3279.797119
	Iteration 7F: 3 clusters Score -7122040 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -7123377.000000 Penalty: 3279.797119
	Iteration 8Q: 3 clusters Score -7123377 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -7123925.500000 Penalty: 3279.797119
	Iteration 9Q: 3 clusters Score -7123926 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -7124143.500000 Penalty: 3279.797119
	Iteration 10Q: 3 clusters Score -7124144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -7124246.500000 Penalty: 3279.797119
	Iteration 11Q: 3 clusters Score -7124246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -7124301.500000 Penalty: 3279.797119
	Iteration 12Q: 3 clusters Score -7124302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7124346.500000 Penalty: 3279.797119
	Iteration 13Q: 3 clusters Score -7124346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7124365.000000 Penalty: 3279.797119
	Iteration 14Q: 3 clusters Score -7124365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7124376.000000 Penalty: 3279.797119
	Iteration 15Q: 3 clusters Score -7124376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7124373.000000 Penalty: 3279.797119
	Iteration 16Q: 3 clusters Score -7124373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -7124374.000000 Penalty: 3279.797119
	Iteration 17Q: 3 clusters Score -7124374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7124378.500000 Penalty: 3279.797119
	Iteration 18Q: 3 clusters Score -7124378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7124382.000000 Penalty: 3279.797119
	Iteration 19Q: 3 clusters Score -7124382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7124383.500000 Penalty: 3279.797119
	Iteration 20F: 3 clusters Score -7124384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7124384.500000 Penalty: 3279.797119
	Iteration 21Q: 3 clusters Score -7124384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7124391.000000 Penalty: 3279.797119
	Iteration 22Q: 3 clusters Score -7124391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -7124387.000000 Penalty: 3279.797119
	Iteration 23Q: 3 clusters Score -7124387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7124393.000000 Penalty: 3279.797119
	Iteration 24Q: 3 clusters Score -7124393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7124394.500000 Penalty: 3279.797119
	Iteration 25Q: 3 clusters Score -7124394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7124397.000000 Penalty: 3279.797119
	Iteration 26Q: 3 clusters Score -7124397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -7124403.500000 Penalty: 3279.797119
	Iteration 27Q: 3 clusters Score -7124404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -7124403.500000 Penalty: 3279.797119
	Iteration 28F: 3 clusters Score -7124404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Entering Unmasked Estep 
Score: -1865480.875000 Penalty: 1452.762695
	Iteration 0F: 2 clusters Score -1865481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1854172.875000 Penalty: 2905.525391
	Iteration 0F: 3 clusters Score -1854173 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1858266.375000 Penalty: 2905.525391
	Iteration 1F: 3 clusters Score -1858266 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1858786.125000 Penalty: 2905.525391
	Iteration 2F: 3 clusters Score -1858786 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1859199.875000 Penalty: 2905.525391
	Iteration 3F: 3 clusters Score -1859200 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1859599.250000 Penalty: 2905.525391
	Iteration 4Q: 3 clusters Score -1859599 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1860043.875000 Penalty: 2905.525391
	Iteration 5Q: 3 clusters Score -1860044 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1860598.875000 Penalty: 2905.525391
	Iteration 6F: 3 clusters Score -1860599 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1861355.875000 Penalty: 2905.525391
	Iteration 7F: 3 clusters Score -1861356 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1862263.000000 Penalty: 2905.525391
	Iteration 8F: 3 clusters Score -1862263 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1863087.000000 Penalty: 2905.525391
	Iteration 9F: 3 clusters Score -1863087 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1863701.625000 Penalty: 2905.525391
	Iteration 10Q: 3 clusters Score -1863702 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1864089.000000 Penalty: 2905.525391
	Iteration 11Q: 3 clusters Score -1864089 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1864330.500000 Penalty: 2905.525391
	Iteration 12Q: 3 clusters Score -1864330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1864448.000000 Penalty: 2905.525391
	Iteration 13Q: 3 clusters Score -1864448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1864523.875000 Penalty: 2905.525391
	Iteration 14Q: 3 clusters Score -1864524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1864568.125000 Penalty: 2905.525391
	Iteration 15Q: 3 clusters Score -1864568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1864600.750000 Penalty: 2905.525391
	Iteration 16Q: 3 clusters Score -1864601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1864616.250000 Penalty: 2905.525391
	Iteration 17Q: 3 clusters Score -1864616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1864629.125000 Penalty: 2905.525391
	Iteration 18Q: 3 clusters Score -1864629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1864640.875000 Penalty: 2905.525391
	Iteration 19Q: 3 clusters Score -1864641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1864652.250000 Penalty: 2905.525391
	Iteration 20F: 3 clusters Score -1864652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1864661.000000 Penalty: 2905.525391
	Iteration 21Q: 3 clusters Score -1864661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1864672.375000 Penalty: 2905.525391
	Iteration 22Q: 3 clusters Score -1864672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1864681.750000 Penalty: 2905.525391
	Iteration 23Q: 3 clusters Score -1864682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1864694.500000 Penalty: 2905.525391
	Iteration 24Q: 3 clusters Score -1864694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1864699.000000 Penalty: 2905.525391
	Iteration 25Q: 3 clusters Score -1864699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1864703.000000 Penalty: 2905.525391
	Iteration 26Q: 3 clusters Score -1864703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1864709.875000 Penalty: 2905.525391
	Iteration 27Q: 3 clusters Score -1864710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1864711.500000 Penalty: 2905.525391
	Iteration 28Q: 3 clusters Score -1864712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1864712.750000 Penalty: 2905.525391
	Iteration 29Q: 3 clusters Score -1864713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1864713.000000 Penalty: 2905.525391
	Iteration 30Q: 3 clusters Score -1864713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1864713.750000 Penalty: 2905.525391
	Iteration 31Q: 3 clusters Score -1864714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1864719.750000 Penalty: 2905.525391
	Iteration 32Q: 3 clusters Score -1864720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1864718.500000 Penalty: 2905.525391
	Iteration 33Q: 3 clusters Score -1864718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1864718.000000 Penalty: 2905.525391
	Iteration 34Q: 3 clusters Score -1864718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1864722.375000 Penalty: 2905.525391
	Iteration 35Q: 3 clusters Score -1864722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1864724.250000 Penalty: 2905.525391
	Iteration 36Q: 3 clusters Score -1864724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1864727.500000 Penalty: 2905.525391
	Iteration 37Q: 3 clusters Score -1864728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1864729.250000 Penalty: 2905.525391
	Iteration 38Q: 3 clusters Score -1864729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1864738.000000 Penalty: 2905.525391
	Iteration 39Q: 3 clusters Score -1864738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1864741.750000 Penalty: 2905.525391
	Iteration 40F: 3 clusters Score -1864742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1864749.250000 Penalty: 2905.525391
	Iteration 41Q: 3 clusters Score -1864749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1864750.125000 Penalty: 2905.525391
	Iteration 42Q: 3 clusters Score -1864750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1864753.500000 Penalty: 2905.525391
	Iteration 43Q: 3 clusters Score -1864754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1864760.250000 Penalty: 2905.525391
	Iteration 44Q: 3 clusters Score -1864760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1864765.000000 Penalty: 2905.525391
	Iteration 45Q: 3 clusters Score -1864765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1864766.625000 Penalty: 2905.525391
	Iteration 46Q: 3 clusters Score -1864767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1864766.625000 Penalty: 2905.525391
	Iteration 47F: 3 clusters Score -1864767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Entering Unmasked Estep 
Score: -4923885.500000 Penalty: 1584.647339
	Iteration 0F: 2 clusters Score -4923886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4896511.500000 Penalty: 3169.294678
	Iteration 0F: 3 clusters Score -4896512 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4907331.500000 Penalty: 3169.294678
	Iteration 1F: 3 clusters Score -4907332 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4908136.000000 Penalty: 3169.294678
	Iteration 2Q: 3 clusters Score -4908136 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4908945.500000 Penalty: 3169.294678
	Iteration 3Q: 3 clusters Score -4908946 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4909761.000000 Penalty: 3169.294678
	Iteration 4Q: 3 clusters Score -4909761 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -4910519.500000 Penalty: 3169.294678
	Iteration 5Q: 3 clusters Score -4910520 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4911244.500000 Penalty: 3169.294678
	Iteration 6Q: 3 clusters Score -4911244 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4911976.500000 Penalty: 3169.294678
	Iteration 7Q: 3 clusters Score -4911976 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4912771.000000 Penalty: 3169.294678
	Iteration 8Q: 3 clusters Score -4912771 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4913626.500000 Penalty: 3169.294678
	Iteration 9Q: 3 clusters Score -4913626 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4914571.000000 Penalty: 3169.294678
	Iteration 10Q: 3 clusters Score -4914571 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4915615.500000 Penalty: 3169.294678
	Iteration 11Q: 3 clusters Score -4915616 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4916739.500000 Penalty: 3169.294678
	Iteration 12Q: 3 clusters Score -4916740 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4917765.000000 Penalty: 3169.294678
	Iteration 13Q: 3 clusters Score -4917765 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4918588.500000 Penalty: 3169.294678
	Iteration 14Q: 3 clusters Score -4918588 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4919200.500000 Penalty: 3169.294678
	Iteration 15Q: 3 clusters Score -4919200 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4919706.500000 Penalty: 3169.294678
	Iteration 16Q: 3 clusters Score -4919706 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4920178.000000 Penalty: 3169.294678
	Iteration 17Q: 3 clusters Score -4920178 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4920571.000000 Penalty: 3169.294678
	Iteration 18Q: 3 clusters Score -4920571 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4920921.000000 Penalty: 3169.294678
	Iteration 19Q: 3 clusters Score -4920921 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -4921206.000000 Penalty: 3169.294678
	Iteration 20F: 3 clusters Score -4921206 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4921452.500000 Penalty: 3169.294678
	Iteration 21Q: 3 clusters Score -4921452 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -4921662.500000 Penalty: 3169.294678
	Iteration 22Q: 3 clusters Score -4921662 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -4921824.000000 Penalty: 3169.294678
	Iteration 23Q: 3 clusters Score -4921824 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4921973.000000 Penalty: 3169.294678
	Iteration 24Q: 3 clusters Score -4921973 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -4922117.500000 Penalty: 3169.294678
	Iteration 25Q: 3 clusters Score -4922118 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4922227.000000 Penalty: 3169.294678
	Iteration 26Q: 3 clusters Score -4922227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4922313.000000 Penalty: 3169.294678
	Iteration 27Q: 3 clusters Score -4922313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -4922383.500000 Penalty: 3169.294678
	Iteration 28Q: 3 clusters Score -4922384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4922408.000000 Penalty: 3169.294678
	Iteration 29Q: 3 clusters Score -4922408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -4922449.000000 Penalty: 3169.294678
	Iteration 30Q: 3 clusters Score -4922449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -4922485.500000 Penalty: 3169.294678
	Iteration 31Q: 3 clusters Score -4922486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4922520.000000 Penalty: 3169.294678
	Iteration 32Q: 3 clusters Score -4922520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4922533.000000 Penalty: 3169.294678
	Iteration 33Q: 3 clusters Score -4922533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -4922542.500000 Penalty: 3169.294678
	Iteration 34Q: 3 clusters Score -4922542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -4922545.000000 Penalty: 3169.294678
	Iteration 35Q: 3 clusters Score -4922545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4922564.500000 Penalty: 3169.294678
	Iteration 36Q: 3 clusters Score -4922564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4922581.500000 Penalty: 3169.294678
	Iteration 37Q: 3 clusters Score -4922582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -4922593.000000 Penalty: 3169.294678
	Iteration 38Q: 3 clusters Score -4922593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -4922616.500000 Penalty: 3169.294678
	Iteration 39Q: 3 clusters Score -4922616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4922636.000000 Penalty: 3169.294678
	Iteration 40F: 3 clusters Score -4922636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4922635.000000 Penalty: 3169.294678
	Iteration 41Q: 3 clusters Score -4922635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -4922650.500000 Penalty: 3169.294678
	Iteration 42Q: 3 clusters Score -4922650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4922667.000000 Penalty: 3169.294678
	Iteration 43Q: 3 clusters Score -4922667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -4922673.000000 Penalty: 3169.294678
	Iteration 44Q: 3 clusters Score -4922673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4922680.500000 Penalty: 3169.294678
	Iteration 45Q: 3 clusters Score -4922680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -4922678.000000 Penalty: 3169.294678
	Iteration 46Q: 3 clusters Score -4922678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4922681.500000 Penalty: 3169.294678
	Iteration 47Q: 3 clusters Score -4922682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -4922690.000000 Penalty: 3169.294678
	Iteration 48Q: 3 clusters Score -4922690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -4922686.000000 Penalty: 3169.294678
	Iteration 49Q: 3 clusters Score -4922686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -4922695.000000 Penalty: 3169.294678
	Iteration 50Q: 3 clusters Score -4922695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4922709.000000 Penalty: 3169.294678
	Iteration 51Q: 3 clusters Score -4922709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -4922707.500000 Penalty: 3169.294678
	Iteration 52Q: 3 clusters Score -4922708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4922709.000000 Penalty: 3169.294678
	Iteration 53Q: 3 clusters Score -4922709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -4922716.000000 Penalty: 3169.294678
	Iteration 54Q: 3 clusters Score -4922716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4922720.000000 Penalty: 3169.294678
	Iteration 55Q: 3 clusters Score -4922720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4922714.000000 Penalty: 3169.294678
	Iteration 56Q: 3 clusters Score -4922714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4922720.000000 Penalty: 3169.294678
	Iteration 57Q: 3 clusters Score -4922720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4922718.500000 Penalty: 3169.294678
	Iteration 58Q: 3 clusters Score -4922718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4922718.500000 Penalty: 3169.294678
	Iteration 59F: 3 clusters Score -4922718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -454641.250000 Penalty: 1241.166504
	Iteration 0F: 2 clusters Score -454641.2 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 2095 members 
Entering Unmasked Estep 
Score: -451451.093750 Penalty: 2482.333008
	Iteration 0F: 3 clusters Score -451451.1 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -452366.250000 Penalty: 2482.333008
	Iteration 1F: 3 clusters Score -452366.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -452569.843750 Penalty: 2482.333008
	Iteration 2F: 3 clusters Score -452569.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452694.531250 Penalty: 2482.333008
	Iteration 3F: 3 clusters Score -452694.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -452785.375000 Penalty: 2482.333008
	Iteration 4Q: 3 clusters Score -452785.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -452833.937500 Penalty: 2482.333008
	Iteration 5Q: 3 clusters Score -452833.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -452860.562500 Penalty: 2482.333008
	Iteration 6Q: 3 clusters Score -452860.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -452882.156250 Penalty: 2482.333008
	Iteration 7Q: 3 clusters Score -452882.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -452896.937500 Penalty: 2482.333008
	Iteration 8Q: 3 clusters Score -452896.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -452907.250000 Penalty: 2482.333008
	Iteration 9Q: 3 clusters Score -452907.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -452918.062500 Penalty: 2482.333008
	Iteration 10Q: 3 clusters Score -452918.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -452923.593750 Penalty: 2482.333008
	Iteration 11Q: 3 clusters Score -452923.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -452927.656250 Penalty: 2482.333008
	Iteration 12Q: 3 clusters Score -452927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -452930.843750 Penalty: 2482.333008
	Iteration 13Q: 3 clusters Score -452930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -452933.500000 Penalty: 2482.333008
	Iteration 14Q: 3 clusters Score -452933.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -452938.375000 Penalty: 2482.333008
	Iteration 15Q: 3 clusters Score -452938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -452941.531250 Penalty: 2482.333008
	Iteration 16Q: 3 clusters Score -452941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -452944.500000 Penalty: 2482.333008
	Iteration 17Q: 3 clusters Score -452944.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -452950.531250 Penalty: 2482.333008
	Iteration 18Q: 3 clusters Score -452950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -452954.000000 Penalty: 2482.333008
	Iteration 19Q: 3 clusters Score -452954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -452955.906250 Penalty: 2482.333008
	Iteration 20F: 3 clusters Score -452955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -452959.218750 Penalty: 2482.333008
	Iteration 21Q: 3 clusters Score -452959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -452960.000000 Penalty: 2482.333008
	Iteration 22Q: 3 clusters Score -452960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -452960.843750 Penalty: 2482.333008
	Iteration 23Q: 3 clusters Score -452960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -452961.468750 Penalty: 2482.333008
	Iteration 24Q: 3 clusters Score -452961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -452962.031250 Penalty: 2482.333008
	Iteration 25Q: 3 clusters Score -452962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -452963.000000 Penalty: 2482.333008
	Iteration 26Q: 3 clusters Score -452963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -452963.812500 Penalty: 2482.333008
	Iteration 27Q: 3 clusters Score -452963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -452964.062500 Penalty: 2482.333008
	Iteration 28Q: 3 clusters Score -452964.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -452964.062500 Penalty: 2482.333008
	Iteration 29F: 3 clusters Score -452964.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Entering Unmasked Estep 
Score: -968651.062500 Penalty: 1341.476318
	Iteration 0F: 2 clusters Score -968651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -963017.625000 Penalty: 2682.952637
	Iteration 0F: 3 clusters Score -963017.6 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -964844.187500 Penalty: 2682.952637
	Iteration 1F: 3 clusters Score -964844.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -965134.812500 Penalty: 2682.952637
	Iteration 2F: 3 clusters Score -965134.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -965293.750000 Penalty: 2682.952637
	Iteration 3Q: 3 clusters Score -965293.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -965384.625000 Penalty: 2682.952637
	Iteration 4Q: 3 clusters Score -965384.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -965458.562500 Penalty: 2682.952637
	Iteration 5Q: 3 clusters Score -965458.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -965524.312500 Penalty: 2682.952637
	Iteration 6Q: 3 clusters Score -965524.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -965571.812500 Penalty: 2682.952637
	Iteration 7Q: 3 clusters Score -965571.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -965612.437500 Penalty: 2682.952637
	Iteration 8Q: 3 clusters Score -965612.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -965659.250000 Penalty: 2682.952637
	Iteration 9Q: 3 clusters Score -965659.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -965717.687500 Penalty: 2682.952637
	Iteration 10Q: 3 clusters Score -965717.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -965776.750000 Penalty: 2682.952637
	Iteration 11Q: 3 clusters Score -965776.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -965830.875000 Penalty: 2682.952637
	Iteration 12Q: 3 clusters Score -965830.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -965878.687500 Penalty: 2682.952637
	Iteration 13Q: 3 clusters Score -965878.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -965940.312500 Penalty: 2682.952637
	Iteration 14Q: 3 clusters Score -965940.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -966016.062500 Penalty: 2682.952637
	Iteration 15Q: 3 clusters Score -966016.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -966111.812500 Penalty: 2682.952637
	Iteration 16Q: 3 clusters Score -966111.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -966224.812500 Penalty: 2682.952637
	Iteration 17Q: 3 clusters Score -966224.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -966358.062500 Penalty: 2682.952637
	Iteration 18Q: 3 clusters Score -966358.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -966546.750000 Penalty: 2682.952637
	Iteration 19Q: 3 clusters Score -966546.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -966728.937500 Penalty: 2682.952637
	Iteration 20F: 3 clusters Score -966728.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -966889.562500 Penalty: 2682.952637
	Iteration 21Q: 3 clusters Score -966889.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -967031.375000 Penalty: 2682.952637
	Iteration 22Q: 3 clusters Score -967031.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -967147.875000 Penalty: 2682.952637
	Iteration 23Q: 3 clusters Score -967147.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -967249.125000 Penalty: 2682.952637
	Iteration 24Q: 3 clusters Score -967249.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -967329.812500 Penalty: 2682.952637
	Iteration 25Q: 3 clusters Score -967329.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -967412.125000 Penalty: 2682.952637
	Iteration 26Q: 3 clusters Score -967412.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -967478.375000 Penalty: 2682.952637
	Iteration 27Q: 3 clusters Score -967478.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -967524.375000 Penalty: 2682.952637
	Iteration 28Q: 3 clusters Score -967524.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -967553.812500 Penalty: 2682.952637
	Iteration 29Q: 3 clusters Score -967553.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -967583.937500 Penalty: 2682.952637
	Iteration 30Q: 3 clusters Score -967583.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -967607.812500 Penalty: 2682.952637
	Iteration 31Q: 3 clusters Score -967607.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -967628.250000 Penalty: 2682.952637
	Iteration 32Q: 3 clusters Score -967628.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -967640.437500 Penalty: 2682.952637
	Iteration 33Q: 3 clusters Score -967640.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -967649.750000 Penalty: 2682.952637
	Iteration 34Q: 3 clusters Score -967649.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -967658.187500 Penalty: 2682.952637
	Iteration 35Q: 3 clusters Score -967658.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -967667.312500 Penalty: 2682.952637
	Iteration 36Q: 3 clusters Score -967667.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -967673.062500 Penalty: 2682.952637
	Iteration 37Q: 3 clusters Score -967673.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -967681.687500 Penalty: 2682.952637
	Iteration 38Q: 3 clusters Score -967681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -967682.937500 Penalty: 2682.952637
	Iteration 39Q: 3 clusters Score -967682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -967683.437500 Penalty: 2682.952637
	Iteration 40F: 3 clusters Score -967683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -967685.125000 Penalty: 2682.952637
	Iteration 41Q: 3 clusters Score -967685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -967689.062500 Penalty: 2682.952637
	Iteration 42Q: 3 clusters Score -967689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -967689.375000 Penalty: 2682.952637
	Iteration 43Q: 3 clusters Score -967689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -967690.750000 Penalty: 2682.952637
	Iteration 44Q: 3 clusters Score -967690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -967694.000000 Penalty: 2682.952637
	Iteration 45Q: 3 clusters Score -967694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -967695.500000 Penalty: 2682.952637
	Iteration 46Q: 3 clusters Score -967695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -967701.937500 Penalty: 2682.952637
	Iteration 47Q: 3 clusters Score -967701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -967701.750000 Penalty: 2682.952637
	Iteration 48Q: 3 clusters Score -967701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -967705.125000 Penalty: 2682.952637
	Iteration 49Q: 3 clusters Score -967705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -967708.687500 Penalty: 2682.952637
	Iteration 50Q: 3 clusters Score -967708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -967717.375000 Penalty: 2682.952637
	Iteration 51Q: 3 clusters Score -967717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -967720.500000 Penalty: 2682.952637
	Iteration 52Q: 3 clusters Score -967720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -967724.312500 Penalty: 2682.952637
	Iteration 53Q: 3 clusters Score -967724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -967726.562500 Penalty: 2682.952637
	Iteration 54Q: 3 clusters Score -967726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -967733.187500 Penalty: 2682.952637
	Iteration 55Q: 3 clusters Score -967733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -967742.500000 Penalty: 2682.952637
	Iteration 56Q: 3 clusters Score -967742.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -967753.187500 Penalty: 2682.952637
	Iteration 57Q: 3 clusters Score -967753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -967759.562500 Penalty: 2682.952637
	Iteration 58Q: 3 clusters Score -967759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -967764.312500 Penalty: 2682.952637
	Iteration 59Q: 3 clusters Score -967764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -967769.187500 Penalty: 2682.952637
	Iteration 60F: 3 clusters Score -967769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -967774.000000 Penalty: 2682.952637
	Iteration 61Q: 3 clusters Score -967774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -967776.875000 Penalty: 2682.952637
	Iteration 62Q: 3 clusters Score -967776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -967780.375000 Penalty: 2682.952637
	Iteration 63Q: 3 clusters Score -967780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -967782.937500 Penalty: 2682.952637
	Iteration 64Q: 3 clusters Score -967782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -967783.562500 Penalty: 2682.952637
	Iteration 65Q: 3 clusters Score -967783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -967784.125000 Penalty: 2682.952637
	Iteration 66Q: 3 clusters Score -967784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -967785.062500 Penalty: 2682.952637
	Iteration 67Q: 3 clusters Score -967785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -967785.812500 Penalty: 2682.952637
	Iteration 68Q: 3 clusters Score -967785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -967785.812500 Penalty: 2682.952637
	Iteration 69F: 3 clusters Score -967785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1162156.625000 Penalty: 1379.421509
	Iteration 0F: 2 clusters Score -1162157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1155054.625000 Penalty: 2758.843018
	Iteration 0F: 3 clusters Score -1155055 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1157296.375000 Penalty: 2758.843018
	Iteration 1F: 3 clusters Score -1157296 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1157617.625000 Penalty: 2758.843018
	Iteration 2F: 3 clusters Score -1157618 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1157850.500000 Penalty: 2758.843018
	Iteration 3F: 3 clusters Score -1157850 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1158041.000000 Penalty: 2758.843018
	Iteration 4Q: 3 clusters Score -1158041 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1158191.250000 Penalty: 2758.843018
	Iteration 5Q: 3 clusters Score -1158191 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1158317.500000 Penalty: 2758.843018
	Iteration 6Q: 3 clusters Score -1158318 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1158452.750000 Penalty: 2758.843018
	Iteration 7Q: 3 clusters Score -1158453 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1158563.500000 Penalty: 2758.843018
	Iteration 8Q: 3 clusters Score -1158564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1158655.250000 Penalty: 2758.843018
	Iteration 9Q: 3 clusters Score -1158655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1158736.875000 Penalty: 2758.843018
	Iteration 10Q: 3 clusters Score -1158737 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1158820.375000 Penalty: 2758.843018
	Iteration 11Q: 3 clusters Score -1158820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1158914.000000 Penalty: 2758.843018
	Iteration 12Q: 3 clusters Score -1158914 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1159017.500000 Penalty: 2758.843018
	Iteration 13Q: 3 clusters Score -1159018 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1159151.125000 Penalty: 2758.843018
	Iteration 14Q: 3 clusters Score -1159151 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1159311.375000 Penalty: 2758.843018
	Iteration 15Q: 3 clusters Score -1159311 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1159483.125000 Penalty: 2758.843018
	Iteration 16Q: 3 clusters Score -1159483 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1159704.625000 Penalty: 2758.843018
	Iteration 17Q: 3 clusters Score -1159705 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1159939.625000 Penalty: 2758.843018
	Iteration 18Q: 3 clusters Score -1159940 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1160147.875000 Penalty: 2758.843018
	Iteration 19Q: 3 clusters Score -1160148 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1160317.875000 Penalty: 2758.843018
	Iteration 20F: 3 clusters Score -1160318 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1160466.000000 Penalty: 2758.843018
	Iteration 21Q: 3 clusters Score -1160466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1160584.000000 Penalty: 2758.843018
	Iteration 22Q: 3 clusters Score -1160584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1160680.125000 Penalty: 2758.843018
	Iteration 23Q: 3 clusters Score -1160680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1160771.500000 Penalty: 2758.843018
	Iteration 24Q: 3 clusters Score -1160772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1160847.250000 Penalty: 2758.843018
	Iteration 25Q: 3 clusters Score -1160847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1160911.750000 Penalty: 2758.843018
	Iteration 26Q: 3 clusters Score -1160912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1160979.250000 Penalty: 2758.843018
	Iteration 27Q: 3 clusters Score -1160979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1161033.250000 Penalty: 2758.843018
	Iteration 28Q: 3 clusters Score -1161033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1161096.250000 Penalty: 2758.843018
	Iteration 29Q: 3 clusters Score -1161096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1161149.750000 Penalty: 2758.843018
	Iteration 30Q: 3 clusters Score -1161150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1161201.125000 Penalty: 2758.843018
	Iteration 31Q: 3 clusters Score -1161201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1161245.375000 Penalty: 2758.843018
	Iteration 32Q: 3 clusters Score -1161245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1161304.000000 Penalty: 2758.843018
	Iteration 33Q: 3 clusters Score -1161304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1161346.000000 Penalty: 2758.843018
	Iteration 34Q: 3 clusters Score -1161346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1161391.500000 Penalty: 2758.843018
	Iteration 35Q: 3 clusters Score -1161392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1161408.250000 Penalty: 2758.843018
	Iteration 36Q: 3 clusters Score -1161408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1161428.500000 Penalty: 2758.843018
	Iteration 37Q: 3 clusters Score -1161428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1161441.875000 Penalty: 2758.843018
	Iteration 38Q: 3 clusters Score -1161442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1161466.375000 Penalty: 2758.843018
	Iteration 39Q: 3 clusters Score -1161466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1161483.625000 Penalty: 2758.843018
	Iteration 40F: 3 clusters Score -1161484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1161494.375000 Penalty: 2758.843018
	Iteration 41Q: 3 clusters Score -1161494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1161502.625000 Penalty: 2758.843018
	Iteration 42Q: 3 clusters Score -1161503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1161513.500000 Penalty: 2758.843018
	Iteration 43Q: 3 clusters Score -1161514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1161519.625000 Penalty: 2758.843018
	Iteration 44Q: 3 clusters Score -1161520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1161528.250000 Penalty: 2758.843018
	Iteration 45Q: 3 clusters Score -1161528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1161528.375000 Penalty: 2758.843018
	Iteration 46Q: 3 clusters Score -1161528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1161528.375000 Penalty: 2758.843018
	Iteration 47F: 3 clusters Score -1161528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Entering Unmasked Estep 
Score: -900799.812500 Penalty: 1339.216919
	Iteration 0F: 2 clusters Score -900799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -895256.500000 Penalty: 2678.433838
	Iteration 0F: 3 clusters Score -895256.5 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -897044.500000 Penalty: 2678.433838
	Iteration 1F: 3 clusters Score -897044.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -897285.437500 Penalty: 2678.433838
	Iteration 2F: 3 clusters Score -897285.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -897453.562500 Penalty: 2678.433838
	Iteration 3Q: 3 clusters Score -897453.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -897574.375000 Penalty: 2678.433838
	Iteration 4Q: 3 clusters Score -897574.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -897679.937500 Penalty: 2678.433838
	Iteration 5Q: 3 clusters Score -897679.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -897772.250000 Penalty: 2678.433838
	Iteration 6Q: 3 clusters Score -897772.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -897853.687500 Penalty: 2678.433838
	Iteration 7Q: 3 clusters Score -897853.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -897912.062500 Penalty: 2678.433838
	Iteration 8Q: 3 clusters Score -897912.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -897958.562500 Penalty: 2678.433838
	Iteration 9Q: 3 clusters Score -897958.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -897994.812500 Penalty: 2678.433838
	Iteration 10Q: 3 clusters Score -897994.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -898026.750000 Penalty: 2678.433838
	Iteration 11Q: 3 clusters Score -898026.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -898062.375000 Penalty: 2678.433838
	Iteration 12Q: 3 clusters Score -898062.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -898097.187500 Penalty: 2678.433838
	Iteration 13Q: 3 clusters Score -898097.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -898138.625000 Penalty: 2678.433838
	Iteration 14Q: 3 clusters Score -898138.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -898177.562500 Penalty: 2678.433838
	Iteration 15Q: 3 clusters Score -898177.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -898221.625000 Penalty: 2678.433838
	Iteration 16Q: 3 clusters Score -898221.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -898261.250000 Penalty: 2678.433838
	Iteration 17Q: 3 clusters Score -898261.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -898304.437500 Penalty: 2678.433838
	Iteration 18Q: 3 clusters Score -898304.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -898343.500000 Penalty: 2678.433838
	Iteration 19Q: 3 clusters Score -898343.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -898384.312500 Penalty: 2678.433838
	Iteration 20F: 3 clusters Score -898384.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -898425.687500 Penalty: 2678.433838
	Iteration 21Q: 3 clusters Score -898425.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -898463.625000 Penalty: 2678.433838
	Iteration 22Q: 3 clusters Score -898463.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -898511.375000 Penalty: 2678.433838
	Iteration 23Q: 3 clusters Score -898511.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -898549.062500 Penalty: 2678.433838
	Iteration 24Q: 3 clusters Score -898549.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -898592.375000 Penalty: 2678.433838
	Iteration 25Q: 3 clusters Score -898592.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -898640.937500 Penalty: 2678.433838
	Iteration 26Q: 3 clusters Score -898640.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -898689.812500 Penalty: 2678.433838
	Iteration 27Q: 3 clusters Score -898689.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -898723.625000 Penalty: 2678.433838
	Iteration 28Q: 3 clusters Score -898723.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -898769.062500 Penalty: 2678.433838
	Iteration 29Q: 3 clusters Score -898769.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -898816.875000 Penalty: 2678.433838
	Iteration 30Q: 3 clusters Score -898816.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -898874.125000 Penalty: 2678.433838
	Iteration 31Q: 3 clusters Score -898874.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -898929.250000 Penalty: 2678.433838
	Iteration 32Q: 3 clusters Score -898929.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -898995.000000 Penalty: 2678.433838
	Iteration 33Q: 3 clusters Score -898995 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -899069.000000 Penalty: 2678.433838
	Iteration 34Q: 3 clusters Score -899069 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -899140.875000 Penalty: 2678.433838
	Iteration 35Q: 3 clusters Score -899140.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -899198.687500 Penalty: 2678.433838
	Iteration 36Q: 3 clusters Score -899198.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -899261.375000 Penalty: 2678.433838
	Iteration 37Q: 3 clusters Score -899261.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -899316.562500 Penalty: 2678.433838
	Iteration 38Q: 3 clusters Score -899316.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -899362.500000 Penalty: 2678.433838
	Iteration 39Q: 3 clusters Score -899362.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -899392.375000 Penalty: 2678.433838
	Iteration 40F: 3 clusters Score -899392.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -899417.812500 Penalty: 2678.433838
	Iteration 41Q: 3 clusters Score -899417.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -899436.062500 Penalty: 2678.433838
	Iteration 42Q: 3 clusters Score -899436.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -899456.750000 Penalty: 2678.433838
	Iteration 43Q: 3 clusters Score -899456.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -899472.250000 Penalty: 2678.433838
	Iteration 44Q: 3 clusters Score -899472.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -899486.000000 Penalty: 2678.433838
	Iteration 45Q: 3 clusters Score -899486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -899495.937500 Penalty: 2678.433838
	Iteration 46Q: 3 clusters Score -899495.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -899504.562500 Penalty: 2678.433838
	Iteration 47Q: 3 clusters Score -899504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -899510.000000 Penalty: 2678.433838
	Iteration 48Q: 3 clusters Score -899510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -899515.937500 Penalty: 2678.433838
	Iteration 49Q: 3 clusters Score -899515.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -899523.062500 Penalty: 2678.433838
	Iteration 50Q: 3 clusters Score -899523.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -899531.625000 Penalty: 2678.433838
	Iteration 51Q: 3 clusters Score -899531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -899535.000000 Penalty: 2678.433838
	Iteration 52Q: 3 clusters Score -899535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -899539.562500 Penalty: 2678.433838
	Iteration 53Q: 3 clusters Score -899539.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -899548.375000 Penalty: 2678.433838
	Iteration 54Q: 3 clusters Score -899548.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -899555.187500 Penalty: 2678.433838
	Iteration 55Q: 3 clusters Score -899555.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -899559.437500 Penalty: 2678.433838
	Iteration 56Q: 3 clusters Score -899559.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -899566.062500 Penalty: 2678.433838
	Iteration 57Q: 3 clusters Score -899566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -899575.437500 Penalty: 2678.433838
	Iteration 58Q: 3 clusters Score -899575.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -899582.000000 Penalty: 2678.433838
	Iteration 59Q: 3 clusters Score -899582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -899587.000000 Penalty: 2678.433838
	Iteration 60F: 3 clusters Score -899587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -899587.875000 Penalty: 2678.433838
	Iteration 61Q: 3 clusters Score -899587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -899589.500000 Penalty: 2678.433838
	Iteration 62Q: 3 clusters Score -899589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -899590.375000 Penalty: 2678.433838
	Iteration 63Q: 3 clusters Score -899590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -899591.937500 Penalty: 2678.433838
	Iteration 64Q: 3 clusters Score -899591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -899594.750000 Penalty: 2678.433838
	Iteration 65Q: 3 clusters Score -899594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -899594.250000 Penalty: 2678.433838
	Iteration 66Q: 3 clusters Score -899594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -899595.375000 Penalty: 2678.433838
	Iteration 67Q: 3 clusters Score -899595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -899596.875000 Penalty: 2678.433838
	Iteration 68Q: 3 clusters Score -899596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -899598.937500 Penalty: 2678.433838
	Iteration 69Q: 3 clusters Score -899598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -899599.562500 Penalty: 2678.433838
	Iteration 70Q: 3 clusters Score -899599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -899601.250000 Penalty: 2678.433838
	Iteration 71Q: 3 clusters Score -899601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -899604.875000 Penalty: 2678.433838
	Iteration 72Q: 3 clusters Score -899604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -899602.375000 Penalty: 2678.433838
	Iteration 73Q: 3 clusters Score -899602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -899604.125000 Penalty: 2678.433838
	Iteration 74Q: 3 clusters Score -899604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -899603.562500 Penalty: 2678.433838
	Iteration 75Q: 3 clusters Score -899603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -899605.312500 Penalty: 2678.433838
	Iteration 76Q: 3 clusters Score -899605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -899606.250000 Penalty: 2678.433838
	Iteration 77Q: 3 clusters Score -899606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -899604.500000 Penalty: 2678.433838
	Iteration 78Q: 3 clusters Score -899604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -899604.500000 Penalty: 2678.433838
	Iteration 79F: 3 clusters Score -899604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -469607.531250 Penalty: 1240.240845
	Iteration 0F: 2 clusters Score -469607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -466466.750000 Penalty: 2480.481689
	Iteration 0F: 3 clusters Score -466466.8 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -467406.562500 Penalty: 2480.481689
	Iteration 1F: 3 clusters Score -467406.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -467652.875000 Penalty: 2480.481689
	Iteration 2F: 3 clusters Score -467652.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -467802.375000 Penalty: 2480.481689
	Iteration 3F: 3 clusters Score -467802.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -467883.312500 Penalty: 2480.481689
	Iteration 4Q: 3 clusters Score -467883.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -467945.812500 Penalty: 2480.481689
	Iteration 5Q: 3 clusters Score -467945.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -467989.812500 Penalty: 2480.481689
	Iteration 6Q: 3 clusters Score -467989.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -468020.875000 Penalty: 2480.481689
	Iteration 7Q: 3 clusters Score -468020.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -468047.375000 Penalty: 2480.481689
	Iteration 8Q: 3 clusters Score -468047.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -468073.000000 Penalty: 2480.481689
	Iteration 9Q: 3 clusters Score -468073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -468097.656250 Penalty: 2480.481689
	Iteration 10Q: 3 clusters Score -468097.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -468117.906250 Penalty: 2480.481689
	Iteration 11Q: 3 clusters Score -468117.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -468137.750000 Penalty: 2480.481689
	Iteration 12Q: 3 clusters Score -468137.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -468154.031250 Penalty: 2480.481689
	Iteration 13Q: 3 clusters Score -468154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -468173.687500 Penalty: 2480.481689
	Iteration 14Q: 3 clusters Score -468173.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -468193.218750 Penalty: 2480.481689
	Iteration 15Q: 3 clusters Score -468193.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -468205.281250 Penalty: 2480.481689
	Iteration 16Q: 3 clusters Score -468205.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -468215.093750 Penalty: 2480.481689
	Iteration 17Q: 3 clusters Score -468215.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -468223.156250 Penalty: 2480.481689
	Iteration 18Q: 3 clusters Score -468223.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -468232.437500 Penalty: 2480.481689
	Iteration 19Q: 3 clusters Score -468232.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -468242.750000 Penalty: 2480.481689
	Iteration 20F: 3 clusters Score -468242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -468251.750000 Penalty: 2480.481689
	Iteration 21Q: 3 clusters Score -468251.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -468263.218750 Penalty: 2480.481689
	Iteration 22Q: 3 clusters Score -468263.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -468273.718750 Penalty: 2480.481689
	Iteration 23Q: 3 clusters Score -468273.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -468284.593750 Penalty: 2480.481689
	Iteration 24Q: 3 clusters Score -468284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -468289.093750 Penalty: 2480.481689
	Iteration 25Q: 3 clusters Score -468289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -468291.468750 Penalty: 2480.481689
	Iteration 26Q: 3 clusters Score -468291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -468296.437500 Penalty: 2480.481689
	Iteration 27Q: 3 clusters Score -468296.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -468304.437500 Penalty: 2480.481689
	Iteration 28Q: 3 clusters Score -468304.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -468310.750000 Penalty: 2480.481689
	Iteration 29Q: 3 clusters Score -468310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -468319.343750 Penalty: 2480.481689
	Iteration 30Q: 3 clusters Score -468319.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -468327.000000 Penalty: 2480.481689
	Iteration 31Q: 3 clusters Score -468327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -468333.343750 Penalty: 2480.481689
	Iteration 32Q: 3 clusters Score -468333.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -468335.531250 Penalty: 2480.481689
	Iteration 33Q: 3 clusters Score -468335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -468335.906250 Penalty: 2480.481689
	Iteration 34Q: 3 clusters Score -468335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -468336.812500 Penalty: 2480.481689
	Iteration 35Q: 3 clusters Score -468336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -468338.312500 Penalty: 2480.481689
	Iteration 36Q: 3 clusters Score -468338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -468340.781250 Penalty: 2480.481689
	Iteration 37Q: 3 clusters Score -468340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -468343.656250 Penalty: 2480.481689
	Iteration 38Q: 3 clusters Score -468343.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -468344.875000 Penalty: 2480.481689
	Iteration 39Q: 3 clusters Score -468344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -468347.312500 Penalty: 2480.481689
	Iteration 40F: 3 clusters Score -468347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -468350.000000 Penalty: 2480.481689
	Iteration 41Q: 3 clusters Score -468350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -468353.718750 Penalty: 2480.481689
	Iteration 42Q: 3 clusters Score -468353.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -468358.093750 Penalty: 2480.481689
	Iteration 43Q: 3 clusters Score -468358.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -468361.218750 Penalty: 2480.481689
	Iteration 44Q: 3 clusters Score -468361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -468362.500000 Penalty: 2480.481689
	Iteration 45Q: 3 clusters Score -468362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -468364.500000 Penalty: 2480.481689
	Iteration 46Q: 3 clusters Score -468364.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -468367.937500 Penalty: 2480.481689
	Iteration 47Q: 3 clusters Score -468367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -468372.062500 Penalty: 2480.481689
	Iteration 48Q: 3 clusters Score -468372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -468373.812500 Penalty: 2480.481689
	Iteration 49Q: 3 clusters Score -468373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -468377.687500 Penalty: 2480.481689
	Iteration 50Q: 3 clusters Score -468377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -468383.406250 Penalty: 2480.481689
	Iteration 51Q: 3 clusters Score -468383.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -468388.468750 Penalty: 2480.481689
	Iteration 52Q: 3 clusters Score -468388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -468390.968750 Penalty: 2480.481689
	Iteration 53Q: 3 clusters Score -468391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -468393.531250 Penalty: 2480.481689
	Iteration 54Q: 3 clusters Score -468393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -468396.375000 Penalty: 2480.481689
	Iteration 55Q: 3 clusters Score -468396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -468398.125000 Penalty: 2480.481689
	Iteration 56Q: 3 clusters Score -468398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -468400.718750 Penalty: 2480.481689
	Iteration 57Q: 3 clusters Score -468400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -468403.468750 Penalty: 2480.481689
	Iteration 58Q: 3 clusters Score -468403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -468405.906250 Penalty: 2480.481689
	Iteration 59Q: 3 clusters Score -468405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -468407.593750 Penalty: 2480.481689
	Iteration 60F: 3 clusters Score -468407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -468410.093750 Penalty: 2480.481689
	Iteration 61Q: 3 clusters Score -468410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -468411.937500 Penalty: 2480.481689
	Iteration 62Q: 3 clusters Score -468411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -468414.687500 Penalty: 2480.481689
	Iteration 63Q: 3 clusters Score -468414.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -468416.875000 Penalty: 2480.481689
	Iteration 64Q: 3 clusters Score -468416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -468419.718750 Penalty: 2480.481689
	Iteration 65Q: 3 clusters Score -468419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -468423.187500 Penalty: 2480.481689
	Iteration 66Q: 3 clusters Score -468423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -468425.281250 Penalty: 2480.481689
	Iteration 67Q: 3 clusters Score -468425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -468427.593750 Penalty: 2480.481689
	Iteration 68Q: 3 clusters Score -468427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -468428.937500 Penalty: 2480.481689
	Iteration 69Q: 3 clusters Score -468428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -468429.968750 Penalty: 2480.481689
	Iteration 70Q: 3 clusters Score -468430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -468432.000000 Penalty: 2480.481689
	Iteration 71Q: 3 clusters Score -468432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -468432.593750 Penalty: 2480.481689
	Iteration 72Q: 3 clusters Score -468432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -468433.093750 Penalty: 2480.481689
	Iteration 73Q: 3 clusters Score -468433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -468433.093750 Penalty: 2480.481689
	Iteration 74F: 3 clusters Score -468433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -28180.949219 Penalty: 858.790466
	Iteration 0F: 2 clusters Score -28180.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27444.064453 Penalty: 1717.580933
	Iteration 0F: 3 clusters Score -27444.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27534.505859 Penalty: 1717.580933
	Iteration 1F: 3 clusters Score -27534.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27570.257812 Penalty: 1717.580933
	Iteration 2Q: 3 clusters Score -27570.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27586.867188 Penalty: 1717.580933
	Iteration 3Q: 3 clusters Score -27586.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27592.638672 Penalty: 1717.580933
	Iteration 4Q: 3 clusters Score -27592.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27599.244141 Penalty: 1717.580933
	Iteration 5Q: 3 clusters Score -27599.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27607.863281 Penalty: 1717.580933
	Iteration 6Q: 3 clusters Score -27607.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27613.376953 Penalty: 1717.580933
	Iteration 7Q: 3 clusters Score -27613.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27613.376953 Penalty: 1717.580933
	Iteration 8F: 3 clusters Score -27613.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Entering Unmasked Estep 
Score: -5941019.000000 Penalty: 1618.931152
	Iteration 0F: 2 clusters Score -5941019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5906463.000000 Penalty: 3237.862305
	Iteration 0F: 3 clusters Score -5906463 nChanged 24604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -5920358.500000 Penalty: 3237.862305
	Iteration 1F: 3 clusters Score -5920358 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -5921115.000000 Penalty: 3237.862305
	Iteration 2Q: 3 clusters Score -5921115 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -5921916.000000 Penalty: 3237.862305
	Iteration 3Q: 3 clusters Score -5921916 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5922799.500000 Penalty: 3237.862305
	Iteration 4Q: 3 clusters Score -5922800 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5923917.000000 Penalty: 3237.862305
	Iteration 5Q: 3 clusters Score -5923917 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -5925342.500000 Penalty: 3237.862305
	Iteration 6F: 3 clusters Score -5925342 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5927322.500000 Penalty: 3237.862305
	Iteration 7F: 3 clusters Score -5927322 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -5929627.500000 Penalty: 3237.862305
	Iteration 8F: 3 clusters Score -5929628 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5931967.000000 Penalty: 3237.862305
	Iteration 9F: 3 clusters Score -5931967 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5933710.500000 Penalty: 3237.862305
	Iteration 10Q: 3 clusters Score -5933710 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -5934817.000000 Penalty: 3237.862305
	Iteration 11Q: 3 clusters Score -5934817 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -5935470.000000 Penalty: 3237.862305
	Iteration 12Q: 3 clusters Score -5935470 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5936003.000000 Penalty: 3237.862305
	Iteration 13Q: 3 clusters Score -5936003 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5936431.500000 Penalty: 3237.862305
	Iteration 14Q: 3 clusters Score -5936432 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5936849.500000 Penalty: 3237.862305
	Iteration 15Q: 3 clusters Score -5936850 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -5937128.000000 Penalty: 3237.862305
	Iteration 16Q: 3 clusters Score -5937128 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5937411.500000 Penalty: 3237.862305
	Iteration 17Q: 3 clusters Score -5937412 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -5937673.500000 Penalty: 3237.862305
	Iteration 18Q: 3 clusters Score -5937674 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -5937931.000000 Penalty: 3237.862305
	Iteration 19Q: 3 clusters Score -5937931 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -5938183.000000 Penalty: 3237.862305
	Iteration 20F: 3 clusters Score -5938183 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -5938449.500000 Penalty: 3237.862305
	Iteration 21Q: 3 clusters Score -5938450 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5938636.000000 Penalty: 3237.862305
	Iteration 22Q: 3 clusters Score -5938636 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5938779.000000 Penalty: 3237.862305
	Iteration 23Q: 3 clusters Score -5938779 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5938895.500000 Penalty: 3237.862305
	Iteration 24Q: 3 clusters Score -5938896 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5938992.500000 Penalty: 3237.862305
	Iteration 25Q: 3 clusters Score -5938992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5939073.000000 Penalty: 3237.862305
	Iteration 26Q: 3 clusters Score -5939073 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5939153.500000 Penalty: 3237.862305
	Iteration 27Q: 3 clusters Score -5939154 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5939227.000000 Penalty: 3237.862305
	Iteration 28Q: 3 clusters Score -5939227 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5939283.500000 Penalty: 3237.862305
	Iteration 29Q: 3 clusters Score -5939284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5939344.500000 Penalty: 3237.862305
	Iteration 30Q: 3 clusters Score -5939344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5939376.500000 Penalty: 3237.862305
	Iteration 31Q: 3 clusters Score -5939376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5939395.000000 Penalty: 3237.862305
	Iteration 32Q: 3 clusters Score -5939395 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5939429.500000 Penalty: 3237.862305
	Iteration 33Q: 3 clusters Score -5939430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5939461.500000 Penalty: 3237.862305
	Iteration 34Q: 3 clusters Score -5939462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5939506.500000 Penalty: 3237.862305
	Iteration 35Q: 3 clusters Score -5939506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5939521.500000 Penalty: 3237.862305
	Iteration 36Q: 3 clusters Score -5939522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5939539.500000 Penalty: 3237.862305
	Iteration 37Q: 3 clusters Score -5939540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5939546.000000 Penalty: 3237.862305
	Iteration 38Q: 3 clusters Score -5939546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5939564.000000 Penalty: 3237.862305
	Iteration 39Q: 3 clusters Score -5939564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5939590.000000 Penalty: 3237.862305
	Iteration 40F: 3 clusters Score -5939590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5939601.000000 Penalty: 3237.862305
	Iteration 41Q: 3 clusters Score -5939601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5939627.000000 Penalty: 3237.862305
	Iteration 42Q: 3 clusters Score -5939627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5939631.500000 Penalty: 3237.862305
	Iteration 43Q: 3 clusters Score -5939632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5939629.500000 Penalty: 3237.862305
	Iteration 44Q: 3 clusters Score -5939630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5939650.000000 Penalty: 3237.862305
	Iteration 45Q: 3 clusters Score -5939650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5939654.500000 Penalty: 3237.862305
	Iteration 46Q: 3 clusters Score -5939654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5939670.000000 Penalty: 3237.862305
	Iteration 47Q: 3 clusters Score -5939670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5939678.000000 Penalty: 3237.862305
	Iteration 48Q: 3 clusters Score -5939678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5939693.000000 Penalty: 3237.862305
	Iteration 49Q: 3 clusters Score -5939693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5939703.000000 Penalty: 3237.862305
	Iteration 50Q: 3 clusters Score -5939703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5939706.500000 Penalty: 3237.862305
	Iteration 51Q: 3 clusters Score -5939706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5939720.000000 Penalty: 3237.862305
	Iteration 52Q: 3 clusters Score -5939720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5939727.500000 Penalty: 3237.862305
	Iteration 53Q: 3 clusters Score -5939728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5939744.500000 Penalty: 3237.862305
	Iteration 54Q: 3 clusters Score -5939744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5939760.000000 Penalty: 3237.862305
	Iteration 55Q: 3 clusters Score -5939760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5939757.000000 Penalty: 3237.862305
	Iteration 56Q: 3 clusters Score -5939757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5939762.500000 Penalty: 3237.862305
	Iteration 57Q: 3 clusters Score -5939762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5939770.500000 Penalty: 3237.862305
	Iteration 58Q: 3 clusters Score -5939770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5939780.000000 Penalty: 3237.862305
	Iteration 59Q: 3 clusters Score -5939780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5939794.000000 Penalty: 3237.862305
	Iteration 60F: 3 clusters Score -5939794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5939815.500000 Penalty: 3237.862305
	Iteration 61Q: 3 clusters Score -5939816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5939818.000000 Penalty: 3237.862305
	Iteration 62Q: 3 clusters Score -5939818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5939819.500000 Penalty: 3237.862305
	Iteration 63Q: 3 clusters Score -5939820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5939819.500000 Penalty: 3237.862305
	Iteration 64Q: 3 clusters Score -5939820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5939820.500000 Penalty: 3237.862305
	Iteration 65Q: 3 clusters Score -5939820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5939826.000000 Penalty: 3237.862305
	Iteration 66Q: 3 clusters Score -5939826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5939819.000000 Penalty: 3237.862305
	Iteration 67Q: 3 clusters Score -5939819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5939815.500000 Penalty: 3237.862305
	Iteration 68Q: 3 clusters Score -5939816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5939822.000000 Penalty: 3237.862305
	Iteration 69Q: 3 clusters Score -5939822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5939822.000000 Penalty: 3237.862305
	Iteration 70F: 3 clusters Score -5939822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -313842.343750 Penalty: 1203.897461
	Iteration 0F: 2 clusters Score -313842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -311310.062500 Penalty: 2407.794922
	Iteration 0F: 3 clusters Score -311310.1 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -312499.375000 Penalty: 2407.794922
	Iteration 1F: 3 clusters Score -312499.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -313004.937500 Penalty: 2407.794922
	Iteration 2F: 3 clusters Score -313004.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -313334.406250 Penalty: 2407.794922
	Iteration 3F: 3 clusters Score -313334.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -313495.156250 Penalty: 2407.794922
	Iteration 4F: 3 clusters Score -313495.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -313568.593750 Penalty: 2407.794922
	Iteration 5Q: 3 clusters Score -313568.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -313599.468750 Penalty: 2407.794922
	Iteration 6Q: 3 clusters Score -313599.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -313615.968750 Penalty: 2407.794922
	Iteration 7Q: 3 clusters Score -313616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -313628.937500 Penalty: 2407.794922
	Iteration 8Q: 3 clusters Score -313628.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -313638.062500 Penalty: 2407.794922
	Iteration 9Q: 3 clusters Score -313638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -313646.281250 Penalty: 2407.794922
	Iteration 10Q: 3 clusters Score -313646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -313654.562500 Penalty: 2407.794922
	Iteration 11Q: 3 clusters Score -313654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -313659.937500 Penalty: 2407.794922
	Iteration 12Q: 3 clusters Score -313659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -313662.468750 Penalty: 2407.794922
	Iteration 13Q: 3 clusters Score -313662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -313664.531250 Penalty: 2407.794922
	Iteration 14Q: 3 clusters Score -313664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -313667.093750 Penalty: 2407.794922
	Iteration 15Q: 3 clusters Score -313667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -313671.468750 Penalty: 2407.794922
	Iteration 16Q: 3 clusters Score -313671.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -313676.968750 Penalty: 2407.794922
	Iteration 17Q: 3 clusters Score -313677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313686.062500 Penalty: 2407.794922
	Iteration 18Q: 3 clusters Score -313686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -313691.218750 Penalty: 2407.794922
	Iteration 19Q: 3 clusters Score -313691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -313691.812500 Penalty: 2407.794922
	Iteration 20F: 3 clusters Score -313691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313693.531250 Penalty: 2407.794922
	Iteration 21Q: 3 clusters Score -313693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313693.531250 Penalty: 2407.794922
	Iteration 22F: 3 clusters Score -313693.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -312428.656250 Penalty: 1184.911011
	Iteration 0F: 2 clusters Score -312428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -310048.250000 Penalty: 2369.822021
	Iteration 0F: 3 clusters Score -310048.2 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -310722.906250 Penalty: 2369.822021
	Iteration 1F: 3 clusters Score -310722.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -310880.906250 Penalty: 2369.822021
	Iteration 2F: 3 clusters Score -310880.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -310954.906250 Penalty: 2369.822021
	Iteration 3Q: 3 clusters Score -310954.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -311011.843750 Penalty: 2369.822021
	Iteration 4Q: 3 clusters Score -311011.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -311047.656250 Penalty: 2369.822021
	Iteration 5Q: 3 clusters Score -311047.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -311074.593750 Penalty: 2369.822021
	Iteration 6Q: 3 clusters Score -311074.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -311104.062500 Penalty: 2369.822021
	Iteration 7Q: 3 clusters Score -311104.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -311120.281250 Penalty: 2369.822021
	Iteration 8Q: 3 clusters Score -311120.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -311128.968750 Penalty: 2369.822021
	Iteration 9Q: 3 clusters Score -311129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -311134.625000 Penalty: 2369.822021
	Iteration 10Q: 3 clusters Score -311134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -311138.031250 Penalty: 2369.822021
	Iteration 11Q: 3 clusters Score -311138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -311141.250000 Penalty: 2369.822021
	Iteration 12Q: 3 clusters Score -311141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -311143.281250 Penalty: 2369.822021
	Iteration 13Q: 3 clusters Score -311143.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -311149.625000 Penalty: 2369.822021
	Iteration 14Q: 3 clusters Score -311149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -311153.562500 Penalty: 2369.822021
	Iteration 15Q: 3 clusters Score -311153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -311160.343750 Penalty: 2369.822021
	Iteration 16Q: 3 clusters Score -311160.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -311165.375000 Penalty: 2369.822021
	Iteration 17Q: 3 clusters Score -311165.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -311167.468750 Penalty: 2369.822021
	Iteration 18Q: 3 clusters Score -311167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -311170.906250 Penalty: 2369.822021
	Iteration 19Q: 3 clusters Score -311170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -311172.500000 Penalty: 2369.822021
	Iteration 20F: 3 clusters Score -311172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -311175.156250 Penalty: 2369.822021
	Iteration 21Q: 3 clusters Score -311175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -311175.781250 Penalty: 2369.822021
	Iteration 22Q: 3 clusters Score -311175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -311175.781250 Penalty: 2369.822021
	Iteration 23F: 3 clusters Score -311175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Entering Unmasked Estep 
Score: -7396735.000000 Penalty: 1644.577759
	Iteration 0F: 2 clusters Score -7396735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -7355920.000000 Penalty: 3289.155518
	Iteration 0F: 3 clusters Score -7355920 nChanged 29247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -7372058.500000 Penalty: 3289.155518
	Iteration 1F: 3 clusters Score -7372058 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -7372620.000000 Penalty: 3289.155518
	Iteration 2Q: 3 clusters Score -7372620 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -7373202.500000 Penalty: 3289.155518
	Iteration 3Q: 3 clusters Score -7373202 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -7373751.000000 Penalty: 3289.155518
	Iteration 4Q: 3 clusters Score -7373751 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -7374404.500000 Penalty: 3289.155518
	Iteration 5Q: 3 clusters Score -7374404 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -7375212.500000 Penalty: 3289.155518
	Iteration 6Q: 3 clusters Score -7375212 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -7376297.000000 Penalty: 3289.155518
	Iteration 7Q: 3 clusters Score -7376297 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -7377983.000000 Penalty: 3289.155518
	Iteration 8F: 3 clusters Score -7377983 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -7380499.000000 Penalty: 3289.155518
	Iteration 9F: 3 clusters Score -7380499 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -7384085.000000 Penalty: 3289.155518
	Iteration 10F: 3 clusters Score -7384085 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -7388238.000000 Penalty: 3289.155518
	Iteration 11F: 3 clusters Score -7388238 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7391754.500000 Penalty: 3289.155518
	Iteration 12F: 3 clusters Score -7391754 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7393876.000000 Penalty: 3289.155518
	Iteration 13Q: 3 clusters Score -7393876 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7394845.000000 Penalty: 3289.155518
	Iteration 14Q: 3 clusters Score -7394845 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7395381.500000 Penalty: 3289.155518
	Iteration 15Q: 3 clusters Score -7395382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7395547.000000 Penalty: 3289.155518
	Iteration 16Q: 3 clusters Score -7395547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7395633.500000 Penalty: 3289.155518
	Iteration 17Q: 3 clusters Score -7395634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7395701.000000 Penalty: 3289.155518
	Iteration 18Q: 3 clusters Score -7395701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7395742.500000 Penalty: 3289.155518
	Iteration 19Q: 3 clusters Score -7395742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7395783.500000 Penalty: 3289.155518
	Iteration 20F: 3 clusters Score -7395784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7395820.000000 Penalty: 3289.155518
	Iteration 21Q: 3 clusters Score -7395820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7395840.000000 Penalty: 3289.155518
	Iteration 22Q: 3 clusters Score -7395840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7395856.500000 Penalty: 3289.155518
	Iteration 23Q: 3 clusters Score -7395856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7395868.000000 Penalty: 3289.155518
	Iteration 24Q: 3 clusters Score -7395868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7395876.500000 Penalty: 3289.155518
	Iteration 25Q: 3 clusters Score -7395876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7395878.000000 Penalty: 3289.155518
	Iteration 26Q: 3 clusters Score -7395878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7395884.000000 Penalty: 3289.155518
	Iteration 27Q: 3 clusters Score -7395884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7395882.000000 Penalty: 3289.155518
	Iteration 28Q: 3 clusters Score -7395882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7395896.500000 Penalty: 3289.155518
	Iteration 29Q: 3 clusters Score -7395896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7395897.000000 Penalty: 3289.155518
	Iteration 30Q: 3 clusters Score -7395897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7395898.500000 Penalty: 3289.155518
	Iteration 31Q: 3 clusters Score -7395898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7395902.000000 Penalty: 3289.155518
	Iteration 32Q: 3 clusters Score -7395902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7395900.000000 Penalty: 3289.155518
	Iteration 33Q: 3 clusters Score -7395900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7395907.000000 Penalty: 3289.155518
	Iteration 34Q: 3 clusters Score -7395907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7395903.500000 Penalty: 3289.155518
	Iteration 35Q: 3 clusters Score -7395904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7395906.000000 Penalty: 3289.155518
	Iteration 36Q: 3 clusters Score -7395906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7395911.500000 Penalty: 3289.155518
	Iteration 37Q: 3 clusters Score -7395912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7395915.000000 Penalty: 3289.155518
	Iteration 38Q: 3 clusters Score -7395915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7395914.500000 Penalty: 3289.155518
	Iteration 39Q: 3 clusters Score -7395914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7395924.500000 Penalty: 3289.155518
	Iteration 40F: 3 clusters Score -7395924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7395920.000000 Penalty: 3289.155518
	Iteration 41Q: 3 clusters Score -7395920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7395919.000000 Penalty: 3289.155518
	Iteration 42Q: 3 clusters Score -7395919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7395922.000000 Penalty: 3289.155518
	Iteration 43Q: 3 clusters Score -7395922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7395928.000000 Penalty: 3289.155518
	Iteration 44Q: 3 clusters Score -7395928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7395923.000000 Penalty: 3289.155518
	Iteration 45Q: 3 clusters Score -7395923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7395920.500000 Penalty: 3289.155518
	Iteration 46Q: 3 clusters Score -7395920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7395928.000000 Penalty: 3289.155518
	Iteration 47Q: 3 clusters Score -7395928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7395927.500000 Penalty: 3289.155518
	Iteration 48Q: 3 clusters Score -7395928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7395930.000000 Penalty: 3289.155518
	Iteration 49Q: 3 clusters Score -7395930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7395929.000000 Penalty: 3289.155518
	Iteration 50Q: 3 clusters Score -7395929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7395929.000000 Penalty: 3289.155518
	Iteration 51Q: 3 clusters Score -7395929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7395937.000000 Penalty: 3289.155518
	Iteration 52Q: 3 clusters Score -7395937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7395939.500000 Penalty: 3289.155518
	Iteration 53Q: 3 clusters Score -7395940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7395937.500000 Penalty: 3289.155518
	Iteration 54Q: 3 clusters Score -7395938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7395932.000000 Penalty: 3289.155518
	Iteration 55Q: 3 clusters Score -7395932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7395941.500000 Penalty: 3289.155518
	Iteration 56Q: 3 clusters Score -7395942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7395947.000000 Penalty: 3289.155518
	Iteration 57Q: 3 clusters Score -7395947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7395948.000000 Penalty: 3289.155518
	Iteration 58Q: 3 clusters Score -7395948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7395947.500000 Penalty: 3289.155518
	Iteration 59Q: 3 clusters Score -7395948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7395958.500000 Penalty: 3289.155518
	Iteration 60F: 3 clusters Score -7395958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7395961.000000 Penalty: 3289.155518
	Iteration 61Q: 3 clusters Score -7395961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7395953.500000 Penalty: 3289.155518
	Iteration 62Q: 3 clusters Score -7395954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7395961.500000 Penalty: 3289.155518
	Iteration 63Q: 3 clusters Score -7395962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7395958.000000 Penalty: 3289.155518
	Iteration 64Q: 3 clusters Score -7395958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7395954.500000 Penalty: 3289.155518
	Iteration 65Q: 3 clusters Score -7395954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7395952.500000 Penalty: 3289.155518
	Iteration 66Q: 3 clusters Score -7395952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7395960.000000 Penalty: 3289.155518
	Iteration 67Q: 3 clusters Score -7395960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7395957.500000 Penalty: 3289.155518
	Iteration 68Q: 3 clusters Score -7395958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7395956.500000 Penalty: 3289.155518
	Iteration 69Q: 3 clusters Score -7395956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7395955.000000 Penalty: 3289.155518
	Iteration 70Q: 3 clusters Score -7395955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7395961.000000 Penalty: 3289.155518
	Iteration 71Q: 3 clusters Score -7395961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7395959.000000 Penalty: 3289.155518
	Iteration 72Q: 3 clusters Score -7395959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7395959.000000 Penalty: 3289.155518
	Iteration 73F: 3 clusters Score -7395959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Entering Unmasked Estep 
Score: -1159753.750000 Penalty: 1368.325195
	Iteration 0F: 2 clusters Score -1159754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1153101.750000 Penalty: 2736.650391
	Iteration 0F: 3 clusters Score -1153102 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1155232.250000 Penalty: 2736.650391
	Iteration 1F: 3 clusters Score -1155232 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1155536.750000 Penalty: 2736.650391
	Iteration 2F: 3 clusters Score -1155537 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1155744.250000 Penalty: 2736.650391
	Iteration 3F: 3 clusters Score -1155744 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1155909.500000 Penalty: 2736.650391
	Iteration 4Q: 3 clusters Score -1155910 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1156053.375000 Penalty: 2736.650391
	Iteration 5Q: 3 clusters Score -1156053 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1156183.250000 Penalty: 2736.650391
	Iteration 6Q: 3 clusters Score -1156183 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1156326.625000 Penalty: 2736.650391
	Iteration 7Q: 3 clusters Score -1156327 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1156488.625000 Penalty: 2736.650391
	Iteration 8Q: 3 clusters Score -1156489 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1156658.500000 Penalty: 2736.650391
	Iteration 9Q: 3 clusters Score -1156658 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1156848.375000 Penalty: 2736.650391
	Iteration 10Q: 3 clusters Score -1156848 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1157086.125000 Penalty: 2736.650391
	Iteration 11Q: 3 clusters Score -1157086 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1157352.375000 Penalty: 2736.650391
	Iteration 12Q: 3 clusters Score -1157352 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1157644.375000 Penalty: 2736.650391
	Iteration 13Q: 3 clusters Score -1157644 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1157905.375000 Penalty: 2736.650391
	Iteration 14Q: 3 clusters Score -1157905 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1158117.125000 Penalty: 2736.650391
	Iteration 15Q: 3 clusters Score -1158117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1158255.375000 Penalty: 2736.650391
	Iteration 16Q: 3 clusters Score -1158255 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1158354.625000 Penalty: 2736.650391
	Iteration 17Q: 3 clusters Score -1158355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1158439.375000 Penalty: 2736.650391
	Iteration 18Q: 3 clusters Score -1158439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1158502.250000 Penalty: 2736.650391
	Iteration 19Q: 3 clusters Score -1158502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1158541.500000 Penalty: 2736.650391
	Iteration 20F: 3 clusters Score -1158542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1158574.750000 Penalty: 2736.650391
	Iteration 21Q: 3 clusters Score -1158575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1158604.625000 Penalty: 2736.650391
	Iteration 22Q: 3 clusters Score -1158605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1158631.000000 Penalty: 2736.650391
	Iteration 23Q: 3 clusters Score -1158631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1158646.000000 Penalty: 2736.650391
	Iteration 24Q: 3 clusters Score -1158646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1158662.625000 Penalty: 2736.650391
	Iteration 25Q: 3 clusters Score -1158663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1158674.375000 Penalty: 2736.650391
	Iteration 26Q: 3 clusters Score -1158674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1158682.625000 Penalty: 2736.650391
	Iteration 27Q: 3 clusters Score -1158683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1158688.500000 Penalty: 2736.650391
	Iteration 28Q: 3 clusters Score -1158688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1158693.500000 Penalty: 2736.650391
	Iteration 29Q: 3 clusters Score -1158694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1158698.875000 Penalty: 2736.650391
	Iteration 30Q: 3 clusters Score -1158699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1158705.125000 Penalty: 2736.650391
	Iteration 31Q: 3 clusters Score -1158705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1158707.125000 Penalty: 2736.650391
	Iteration 32Q: 3 clusters Score -1158707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1158710.000000 Penalty: 2736.650391
	Iteration 33Q: 3 clusters Score -1158710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1158710.000000 Penalty: 2736.650391
	Iteration 34F: 3 clusters Score -1158710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Entering Unmasked Estep 
Score: -7268529.500000 Penalty: 1646.112427
	Iteration 0F: 2 clusters Score -7268530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -7226850.000000 Penalty: 3292.224854
	Iteration 0F: 3 clusters Score -7226850 nChanged 29832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -7243831.500000 Penalty: 3292.224854
	Iteration 1F: 3 clusters Score -7243832 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -7244507.000000 Penalty: 3292.224854
	Iteration 2Q: 3 clusters Score -7244507 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -7245300.500000 Penalty: 3292.224854
	Iteration 3Q: 3 clusters Score -7245300 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -7246318.500000 Penalty: 3292.224854
	Iteration 4Q: 3 clusters Score -7246318 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -7247657.500000 Penalty: 3292.224854
	Iteration 5Q: 3 clusters Score -7247658 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7249521.000000 Penalty: 3292.224854
	Iteration 6F: 3 clusters Score -7249521 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -7252337.500000 Penalty: 3292.224854
	Iteration 7F: 3 clusters Score -7252338 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -7255692.500000 Penalty: 3292.224854
	Iteration 8F: 3 clusters Score -7255692 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -7258976.000000 Penalty: 3292.224854
	Iteration 9F: 3 clusters Score -7258976 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -7261478.000000 Penalty: 3292.224854
	Iteration 10Q: 3 clusters Score -7261478 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7263056.000000 Penalty: 3292.224854
	Iteration 11Q: 3 clusters Score -7263056 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -7263974.500000 Penalty: 3292.224854
	Iteration 12Q: 3 clusters Score -7263974 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -7264590.000000 Penalty: 3292.224854
	Iteration 13Q: 3 clusters Score -7264590 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7265085.500000 Penalty: 3292.224854
	Iteration 14Q: 3 clusters Score -7265086 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7265457.000000 Penalty: 3292.224854
	Iteration 15Q: 3 clusters Score -7265457 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -7265715.000000 Penalty: 3292.224854
	Iteration 16Q: 3 clusters Score -7265715 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -7265964.000000 Penalty: 3292.224854
	Iteration 17Q: 3 clusters Score -7265964 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -7266187.000000 Penalty: 3292.224854
	Iteration 18Q: 3 clusters Score -7266187 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7266392.500000 Penalty: 3292.224854
	Iteration 19Q: 3 clusters Score -7266392 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -7266638.000000 Penalty: 3292.224854
	Iteration 20F: 3 clusters Score -7266638 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -7266823.500000 Penalty: 3292.224854
	Iteration 21Q: 3 clusters Score -7266824 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -7266980.000000 Penalty: 3292.224854
	Iteration 22Q: 3 clusters Score -7266980 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -7267155.000000 Penalty: 3292.224854
	Iteration 23Q: 3 clusters Score -7267155 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -7267320.000000 Penalty: 3292.224854
	Iteration 24Q: 3 clusters Score -7267320 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -7267513.000000 Penalty: 3292.224854
	Iteration 25Q: 3 clusters Score -7267513 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -7267645.500000 Penalty: 3292.224854
	Iteration 26Q: 3 clusters Score -7267646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -7267759.000000 Penalty: 3292.224854
	Iteration 27Q: 3 clusters Score -7267759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -7267867.500000 Penalty: 3292.224854
	Iteration 28Q: 3 clusters Score -7267868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -7267978.000000 Penalty: 3292.224854
	Iteration 29Q: 3 clusters Score -7267978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -7268038.000000 Penalty: 3292.224854
	Iteration 30Q: 3 clusters Score -7268038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -7268070.500000 Penalty: 3292.224854
	Iteration 31Q: 3 clusters Score -7268070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -7268103.500000 Penalty: 3292.224854
	Iteration 32Q: 3 clusters Score -7268104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -7268127.000000 Penalty: 3292.224854
	Iteration 33Q: 3 clusters Score -7268127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -7268135.500000 Penalty: 3292.224854
	Iteration 34Q: 3 clusters Score -7268136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -7268148.500000 Penalty: 3292.224854
	Iteration 35Q: 3 clusters Score -7268148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -7268155.000000 Penalty: 3292.224854
	Iteration 36Q: 3 clusters Score -7268155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -7268155.500000 Penalty: 3292.224854
	Iteration 37Q: 3 clusters Score -7268156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -7268158.500000 Penalty: 3292.224854
	Iteration 38Q: 3 clusters Score -7268158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -7268167.000000 Penalty: 3292.224854
	Iteration 39Q: 3 clusters Score -7268167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -7268164.500000 Penalty: 3292.224854
	Iteration 40F: 3 clusters Score -7268164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -7268157.000000 Penalty: 3292.224854
	Iteration 41Q: 3 clusters Score -7268157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -7268175.500000 Penalty: 3292.224854
	Iteration 42Q: 3 clusters Score -7268176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -7268172.500000 Penalty: 3292.224854
	Iteration 43Q: 3 clusters Score -7268172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7268183.000000 Penalty: 3292.224854
	Iteration 44Q: 3 clusters Score -7268183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -7268182.000000 Penalty: 3292.224854
	Iteration 45Q: 3 clusters Score -7268182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -7268178.000000 Penalty: 3292.224854
	Iteration 46Q: 3 clusters Score -7268178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -7268179.000000 Penalty: 3292.224854
	Iteration 47Q: 3 clusters Score -7268179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -7268176.000000 Penalty: 3292.224854
	Iteration 48Q: 3 clusters Score -7268176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -7268175.000000 Penalty: 3292.224854
	Iteration 49Q: 3 clusters Score -7268175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -7268177.000000 Penalty: 3292.224854
	Iteration 50Q: 3 clusters Score -7268177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -7268180.000000 Penalty: 3292.224854
	Iteration 51Q: 3 clusters Score -7268180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -7268184.000000 Penalty: 3292.224854
	Iteration 52Q: 3 clusters Score -7268184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -7268184.500000 Penalty: 3292.224854
	Iteration 53Q: 3 clusters Score -7268184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -7268188.500000 Penalty: 3292.224854
	Iteration 54Q: 3 clusters Score -7268188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -7268185.500000 Penalty: 3292.224854
	Iteration 55Q: 3 clusters Score -7268186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -7268185.500000 Penalty: 3292.224854
	Iteration 56F: 3 clusters Score -7268186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -557392.312500 Penalty: 1271.467529
	Iteration 0F: 2 clusters Score -557392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -553660.312500 Penalty: 2542.935059
	Iteration 0F: 3 clusters Score -553660.3 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -554756.312500 Penalty: 2542.935059
	Iteration 1F: 3 clusters Score -554756.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -554954.687500 Penalty: 2542.935059
	Iteration 2F: 3 clusters Score -554954.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -555072.625000 Penalty: 2542.935059
	Iteration 3Q: 3 clusters Score -555072.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -555174.375000 Penalty: 2542.935059
	Iteration 4Q: 3 clusters Score -555174.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -555247.000000 Penalty: 2542.935059
	Iteration 5Q: 3 clusters Score -555247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -555295.125000 Penalty: 2542.935059
	Iteration 6Q: 3 clusters Score -555295.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -555320.437500 Penalty: 2542.935059
	Iteration 7Q: 3 clusters Score -555320.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -555345.875000 Penalty: 2542.935059
	Iteration 8Q: 3 clusters Score -555345.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -555369.312500 Penalty: 2542.935059
	Iteration 9Q: 3 clusters Score -555369.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -555396.312500 Penalty: 2542.935059
	Iteration 10Q: 3 clusters Score -555396.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -555415.187500 Penalty: 2542.935059
	Iteration 11Q: 3 clusters Score -555415.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -555432.812500 Penalty: 2542.935059
	Iteration 12Q: 3 clusters Score -555432.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -555449.937500 Penalty: 2542.935059
	Iteration 13Q: 3 clusters Score -555449.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -555469.562500 Penalty: 2542.935059
	Iteration 14Q: 3 clusters Score -555469.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -555495.562500 Penalty: 2542.935059
	Iteration 15Q: 3 clusters Score -555495.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -555519.750000 Penalty: 2542.935059
	Iteration 16Q: 3 clusters Score -555519.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -555544.937500 Penalty: 2542.935059
	Iteration 17Q: 3 clusters Score -555544.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -555571.875000 Penalty: 2542.935059
	Iteration 18Q: 3 clusters Score -555571.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -555603.375000 Penalty: 2542.935059
	Iteration 19Q: 3 clusters Score -555603.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -555634.500000 Penalty: 2542.935059
	Iteration 20F: 3 clusters Score -555634.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -555669.750000 Penalty: 2542.935059
	Iteration 21Q: 3 clusters Score -555669.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -555715.625000 Penalty: 2542.935059
	Iteration 22Q: 3 clusters Score -555715.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -555752.375000 Penalty: 2542.935059
	Iteration 23Q: 3 clusters Score -555752.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -555788.562500 Penalty: 2542.935059
	Iteration 24Q: 3 clusters Score -555788.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -555823.250000 Penalty: 2542.935059
	Iteration 25Q: 3 clusters Score -555823.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -555854.937500 Penalty: 2542.935059
	Iteration 26Q: 3 clusters Score -555854.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -555890.750000 Penalty: 2542.935059
	Iteration 27Q: 3 clusters Score -555890.8 nChanged 82
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: -555932.375000 Penalty: 2542.935059
	Iteration 28Q: 3 clusters Score -555932.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -555974.375000 Penalty: 2542.935059
	Iteration 29Q: 3 clusters Score -555974.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -556025.250000 Penalty: 2542.935059
	Iteration 30Q: 3 clusters Score -556025.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -556080.812500 Penalty: 2542.935059
	Iteration 31Q: 3 clusters Score -556080.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -556132.812500 Penalty: 2542.935059
	Iteration 32Q: 3 clusters Score -556132.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -556174.000000 Penalty: 2542.935059
	Iteration 33Q: 3 clusters Score -556174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -556209.687500 Penalty: 2542.935059
	Iteration 34Q: 3 clusters Score -556209.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -556233.875000 Penalty: 2542.935059
	Iteration 35Q: 3 clusters Score -556233.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -556256.250000 Penalty: 2542.935059
	Iteration 36Q: 3 clusters Score -556256.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -556276.375000 Penalty: 2542.935059
	Iteration 37Q: 3 clusters Score -556276.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -556295.250000 Penalty: 2542.935059
	Iteration 38Q: 3 clusters Score -556295.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -556309.187500 Penalty: 2542.935059
	Iteration 39Q: 3 clusters Score -556309.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -556319.250000 Penalty: 2542.935059
	Iteration 40F: 3 clusters Score -556319.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -556329.562500 Penalty: 2542.935059
	Iteration 41Q: 3 clusters Score -556329.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556336.500000 Penalty: 2542.935059
	Iteration 42Q: 3 clusters Score -556336.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556341.437500 Penalty: 2542.935059
	Iteration 43Q: 3 clusters Score -556341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556347.187500 Penalty: 2542.935059
	Iteration 44Q: 3 clusters Score -556347.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -556353.375000 Penalty: 2542.935059
	Iteration 45Q: 3 clusters Score -556353.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -556358.812500 Penalty: 2542.935059
	Iteration 46Q: 3 clusters Score -556358.8 nChanged 13
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: -556363.500000 Penalty: 2542.935059
	Iteration 47Q: 3 clusters Score -556363.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556367.625000 Penalty: 2542.935059
	Iteration 48Q: 3 clusters Score -556367.6 nChanged 11
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: -556371.937500 Penalty: 2542.935059
	Iteration 49Q: 3 clusters Score -556371.9 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: -556374.375000 Penalty: 2542.935059
	Iteration 50Q: 3 clusters Score -556374.4 nChanged 10
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: -556379.562500 Penalty: 2542.935059
	Iteration 51Q: 3 clusters Score -556379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556379.812500 Penalty: 2542.935059
	Iteration 52Q: 3 clusters Score -556379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -556381.625000 Penalty: 2542.935059
	Iteration 53Q: 3 clusters Score -556381.6 nChanged 4
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: -556381.687500 Penalty: 2542.935059
	Iteration 54Q: 3 clusters Score -556381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556382.125000 Penalty: 2542.935059
	Iteration 55Q: 3 clusters Score -556382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -556381.875000 Penalty: 2542.935059
	Iteration 56Q: 3 clusters Score -556381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -556383.062500 Penalty: 2542.935059
	Iteration 57Q: 3 clusters Score -556383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -556382.750000 Penalty: 2542.935059
	Iteration 58Q: 3 clusters Score -556382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -556383.000000 Penalty: 2542.935059
	Iteration 59Q: 3 clusters Score -556383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -556382.312500 Penalty: 2542.935059
	Iteration 60F: 3 clusters Score -556382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556383.687500 Penalty: 2542.935059
	Iteration 61Q: 3 clusters Score -556383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556384.187500 Penalty: 2542.935059
	Iteration 62Q: 3 clusters Score -556384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556384.812500 Penalty: 2542.935059
	Iteration 63Q: 3 clusters Score -556384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556385.562500 Penalty: 2542.935059
	Iteration 64Q: 3 clusters Score -556385.6 nChanged 1
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: -556385.000000 Penalty: 2542.935059
	Iteration 65Q: 3 clusters Score -556385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556386.500000 Penalty: 2542.935059
	Iteration 66Q: 3 clusters Score -556386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -556387.750000 Penalty: 2542.935059
	Iteration 67Q: 3 clusters Score -556387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -556391.125000 Penalty: 2542.935059
	Iteration 68Q: 3 clusters Score -556391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -556391.437500 Penalty: 2542.935059
	Iteration 69Q: 3 clusters Score -556391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -556393.812500 Penalty: 2542.935059
	Iteration 70Q: 3 clusters Score -556393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -556394.625000 Penalty: 2542.935059
	Iteration 71Q: 3 clusters Score -556394.6 nChanged 3
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: -556394.750000 Penalty: 2542.935059
	Iteration 72Q: 3 clusters Score -556394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -556396.375000 Penalty: 2542.935059
	Iteration 73Q: 3 clusters Score -556396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -556398.812500 Penalty: 2542.935059
	Iteration 74Q: 3 clusters Score -556398.8 nChanged 7
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: -556400.562500 Penalty: 2542.935059
	Iteration 75Q: 3 clusters Score -556400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -556403.375000 Penalty: 2542.935059
	Iteration 76Q: 3 clusters Score -556403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -556405.375000 Penalty: 2542.935059
	Iteration 77Q: 3 clusters Score -556405.4 nChanged 7
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: -556407.125000 Penalty: 2542.935059
	Iteration 78Q: 3 clusters Score -556407.1 nChanged 1
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: -556407.437500 Penalty: 2542.935059
	Iteration 79Q: 3 clusters Score -556407.4 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: -556407.187500 Penalty: 2542.935059
	Iteration 80F: 3 clusters Score -556407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -556408.125000 Penalty: 2542.935059
	Iteration 81Q: 3 clusters Score -556408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -556408.187500 Penalty: 2542.935059
	Iteration 82Q: 3 clusters Score -556408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -556408.625000 Penalty: 2542.935059
	Iteration 83Q: 3 clusters Score -556408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -556408.625000 Penalty: 2542.935059
	Iteration 84F: 3 clusters Score -556408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -511178.593750 Penalty: 1244.187500
	Iteration 0F: 2 clusters Score -511178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -507955.406250 Penalty: 2488.375000
	Iteration 0F: 3 clusters Score -507955.4 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -508905.625000 Penalty: 2488.375000
	Iteration 1F: 3 clusters Score -508905.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -509102.062500 Penalty: 2488.375000
	Iteration 2F: 3 clusters Score -509102.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -509211.281250 Penalty: 2488.375000
	Iteration 3Q: 3 clusters Score -509211.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -509298.093750 Penalty: 2488.375000
	Iteration 4Q: 3 clusters Score -509298.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -509362.718750 Penalty: 2488.375000
	Iteration 5Q: 3 clusters Score -509362.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -509406.750000 Penalty: 2488.375000
	Iteration 6Q: 3 clusters Score -509406.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -509447.718750 Penalty: 2488.375000
	Iteration 7Q: 3 clusters Score -509447.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -509490.656250 Penalty: 2488.375000
	Iteration 8Q: 3 clusters Score -509490.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -509530.156250 Penalty: 2488.375000
	Iteration 9Q: 3 clusters Score -509530.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -509573.968750 Penalty: 2488.375000
	Iteration 10Q: 3 clusters Score -509574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -509616.968750 Penalty: 2488.375000
	Iteration 11Q: 3 clusters Score -509617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -509657.218750 Penalty: 2488.375000
	Iteration 12Q: 3 clusters Score -509657.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -509705.750000 Penalty: 2488.375000
	Iteration 13Q: 3 clusters Score -509705.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -509758.687500 Penalty: 2488.375000
	Iteration 14Q: 3 clusters Score -509758.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -509817.781250 Penalty: 2488.375000
	Iteration 15Q: 3 clusters Score -509817.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -509877.968750 Penalty: 2488.375000
	Iteration 16Q: 3 clusters Score -509878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -509929.562500 Penalty: 2488.375000
	Iteration 17Q: 3 clusters Score -509929.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -509966.468750 Penalty: 2488.375000
	Iteration 18Q: 3 clusters Score -509966.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -510001.000000 Penalty: 2488.375000
	Iteration 19Q: 3 clusters Score -510001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -510030.812500 Penalty: 2488.375000
	Iteration 20F: 3 clusters Score -510030.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -510056.781250 Penalty: 2488.375000
	Iteration 21Q: 3 clusters Score -510056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -510075.000000 Penalty: 2488.375000
	Iteration 22Q: 3 clusters Score -510075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -510099.343750 Penalty: 2488.375000
	Iteration 23Q: 3 clusters Score -510099.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -510122.625000 Penalty: 2488.375000
	Iteration 24Q: 3 clusters Score -510122.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -510143.468750 Penalty: 2488.375000
	Iteration 25Q: 3 clusters Score -510143.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -510158.312500 Penalty: 2488.375000
	Iteration 26Q: 3 clusters Score -510158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -510170.500000 Penalty: 2488.375000
	Iteration 27Q: 3 clusters Score -510170.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -510180.718750 Penalty: 2488.375000
	Iteration 28Q: 3 clusters Score -510180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -510188.000000 Penalty: 2488.375000
	Iteration 29Q: 3 clusters Score -510188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -510195.500000 Penalty: 2488.375000
	Iteration 30Q: 3 clusters Score -510195.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -510201.031250 Penalty: 2488.375000
	Iteration 31Q: 3 clusters Score -510201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -510206.343750 Penalty: 2488.375000
	Iteration 32Q: 3 clusters Score -510206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -510210.843750 Penalty: 2488.375000
	Iteration 33Q: 3 clusters Score -510210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -510215.031250 Penalty: 2488.375000
	Iteration 34Q: 3 clusters Score -510215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -510220.312500 Penalty: 2488.375000
	Iteration 35Q: 3 clusters Score -510220.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -510223.812500 Penalty: 2488.375000
	Iteration 36Q: 3 clusters Score -510223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -510228.000000 Penalty: 2488.375000
	Iteration 37Q: 3 clusters Score -510228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -510234.250000 Penalty: 2488.375000
	Iteration 38Q: 3 clusters Score -510234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -510237.562500 Penalty: 2488.375000
	Iteration 39Q: 3 clusters Score -510237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -510241.312500 Penalty: 2488.375000
	Iteration 40F: 3 clusters Score -510241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -510246.593750 Penalty: 2488.375000
	Iteration 41Q: 3 clusters Score -510246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -510248.750000 Penalty: 2488.375000
	Iteration 42Q: 3 clusters Score -510248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -510248.218750 Penalty: 2488.375000
	Iteration 43Q: 3 clusters Score -510248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -510249.375000 Penalty: 2488.375000
	Iteration 44Q: 3 clusters Score -510249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -510250.343750 Penalty: 2488.375000
	Iteration 45Q: 3 clusters Score -510250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -510252.750000 Penalty: 2488.375000
	Iteration 46Q: 3 clusters Score -510252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -510255.562500 Penalty: 2488.375000
	Iteration 47Q: 3 clusters Score -510255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -510257.375000 Penalty: 2488.375000
	Iteration 48Q: 3 clusters Score -510257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -510259.937500 Penalty: 2488.375000
	Iteration 49Q: 3 clusters Score -510259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -510261.593750 Penalty: 2488.375000
	Iteration 50Q: 3 clusters Score -510261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -510261.593750 Penalty: 2488.375000
	Iteration 51F: 3 clusters Score -510261.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Entering Unmasked Estep 
Score: -3746391.750000 Penalty: 1543.900635
	Iteration 0F: 2 clusters Score -3746392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3725386.000000 Penalty: 3087.801270
	Iteration 0F: 3 clusters Score -3725386 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3733382.250000 Penalty: 3087.801270
	Iteration 1F: 3 clusters Score -3733382 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3733834.750000 Penalty: 3087.801270
	Iteration 2Q: 3 clusters Score -3733835 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3734381.000000 Penalty: 3087.801270
	Iteration 3Q: 3 clusters Score -3734381 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3735020.500000 Penalty: 3087.801270
	Iteration 4Q: 3 clusters Score -3735020 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3735856.750000 Penalty: 3087.801270
	Iteration 5Q: 3 clusters Score -3735857 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3736986.750000 Penalty: 3087.801270
	Iteration 6F: 3 clusters Score -3736987 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3738659.250000 Penalty: 3087.801270
	Iteration 7F: 3 clusters Score -3738659 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3740634.250000 Penalty: 3087.801270
	Iteration 8F: 3 clusters Score -3740634 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3742521.500000 Penalty: 3087.801270
	Iteration 9F: 3 clusters Score -3742522 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3743728.750000 Penalty: 3087.801270
	Iteration 10Q: 3 clusters Score -3743729 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3744460.250000 Penalty: 3087.801270
	Iteration 11Q: 3 clusters Score -3744460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3744804.750000 Penalty: 3087.801270
	Iteration 12Q: 3 clusters Score -3744805 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3744991.750000 Penalty: 3087.801270
	Iteration 13Q: 3 clusters Score -3744992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3745076.000000 Penalty: 3087.801270
	Iteration 14Q: 3 clusters Score -3745076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3745136.000000 Penalty: 3087.801270
	Iteration 15Q: 3 clusters Score -3745136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3745153.750000 Penalty: 3087.801270
	Iteration 16Q: 3 clusters Score -3745154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3745168.250000 Penalty: 3087.801270
	Iteration 17Q: 3 clusters Score -3745168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3745186.500000 Penalty: 3087.801270
	Iteration 18Q: 3 clusters Score -3745186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3745196.000000 Penalty: 3087.801270
	Iteration 19Q: 3 clusters Score -3745196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3745195.250000 Penalty: 3087.801270
	Iteration 20F: 3 clusters Score -3745195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Entering Unmasked Estep 
Score: -2813168.000000 Penalty: 1509.028931
	Iteration 0F: 2 clusters Score -2813168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2796721.250000 Penalty: 3018.057861
	Iteration 0F: 3 clusters Score -2796721 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2802912.500000 Penalty: 3018.057861
	Iteration 1F: 3 clusters Score -2802912 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2803486.500000 Penalty: 3018.057861
	Iteration 2F: 3 clusters Score -2803486 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2804016.250000 Penalty: 3018.057861
	Iteration 3Q: 3 clusters Score -2804016 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2804586.500000 Penalty: 3018.057861
	Iteration 4Q: 3 clusters Score -2804586 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2805223.000000 Penalty: 3018.057861
	Iteration 5Q: 3 clusters Score -2805223 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2806065.500000 Penalty: 3018.057861
	Iteration 6F: 3 clusters Score -2806066 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2807113.000000 Penalty: 3018.057861
	Iteration 7F: 3 clusters Score -2807113 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2808309.250000 Penalty: 3018.057861
	Iteration 8F: 3 clusters Score -2808309 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2809442.000000 Penalty: 3018.057861
	Iteration 9F: 3 clusters Score -2809442 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2810310.750000 Penalty: 3018.057861
	Iteration 10Q: 3 clusters Score -2810311 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2810863.250000 Penalty: 3018.057861
	Iteration 11Q: 3 clusters Score -2810863 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2811214.250000 Penalty: 3018.057861
	Iteration 12Q: 3 clusters Score -2811214 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2811458.750000 Penalty: 3018.057861
	Iteration 13Q: 3 clusters Score -2811459 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2811654.000000 Penalty: 3018.057861
	Iteration 14Q: 3 clusters Score -2811654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2811821.750000 Penalty: 3018.057861
	Iteration 15Q: 3 clusters Score -2811822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2811942.250000 Penalty: 3018.057861
	Iteration 16Q: 3 clusters Score -2811942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2812029.250000 Penalty: 3018.057861
	Iteration 17Q: 3 clusters Score -2812029 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2812091.000000 Penalty: 3018.057861
	Iteration 18Q: 3 clusters Score -2812091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2812130.750000 Penalty: 3018.057861
	Iteration 19Q: 3 clusters Score -2812131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2812155.750000 Penalty: 3018.057861
	Iteration 20F: 3 clusters Score -2812156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2812187.000000 Penalty: 3018.057861
	Iteration 21Q: 3 clusters Score -2812187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -2812198.250000 Penalty: 3018.057861
	Iteration 22Q: 3 clusters Score -2812198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2812211.750000 Penalty: 3018.057861
	Iteration 23Q: 3 clusters Score -2812212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2812229.250000 Penalty: 3018.057861
	Iteration 24Q: 3 clusters Score -2812229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2812238.750000 Penalty: 3018.057861
	Iteration 25Q: 3 clusters Score -2812239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2812259.250000 Penalty: 3018.057861
	Iteration 26Q: 3 clusters Score -2812259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2812260.250000 Penalty: 3018.057861
	Iteration 27Q: 3 clusters Score -2812260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2812265.750000 Penalty: 3018.057861
	Iteration 28Q: 3 clusters Score -2812266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2812269.500000 Penalty: 3018.057861
	Iteration 29Q: 3 clusters Score -2812270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2812269.500000 Penalty: 3018.057861
	Iteration 30Q: 3 clusters Score -2812270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2812274.000000 Penalty: 3018.057861
	Iteration 31Q: 3 clusters Score -2812274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2812275.250000 Penalty: 3018.057861
	Iteration 32Q: 3 clusters Score -2812275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2812277.750000 Penalty: 3018.057861
	Iteration 33Q: 3 clusters Score -2812278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2812279.500000 Penalty: 3018.057861
	Iteration 34Q: 3 clusters Score -2812280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2812281.250000 Penalty: 3018.057861
	Iteration 35Q: 3 clusters Score -2812281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2812276.500000 Penalty: 3018.057861
	Iteration 36Q: 3 clusters Score -2812276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2812282.750000 Penalty: 3018.057861
	Iteration 37Q: 3 clusters Score -2812283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2812285.000000 Penalty: 3018.057861
	Iteration 38Q: 3 clusters Score -2812285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2812286.250000 Penalty: 3018.057861
	Iteration 39Q: 3 clusters Score -2812286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2812286.250000 Penalty: 3018.057861
	Iteration 40F: 3 clusters Score -2812286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -1095304.375000 Penalty: 1368.098633
	Iteration 0F: 2 clusters Score -1095304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1088738.125000 Penalty: 2736.197266
	Iteration 0F: 3 clusters Score -1088738 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1091172.750000 Penalty: 2736.197266
	Iteration 1F: 3 clusters Score -1091173 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1091546.125000 Penalty: 2736.197266
	Iteration 2F: 3 clusters Score -1091546 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1091849.625000 Penalty: 2736.197266
	Iteration 3F: 3 clusters Score -1091850 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1092126.125000 Penalty: 2736.197266
	Iteration 4Q: 3 clusters Score -1092126 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1092377.375000 Penalty: 2736.197266
	Iteration 5Q: 3 clusters Score -1092377 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1092598.125000 Penalty: 2736.197266
	Iteration 6Q: 3 clusters Score -1092598 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1092811.500000 Penalty: 2736.197266
	Iteration 7Q: 3 clusters Score -1092812 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1093004.125000 Penalty: 2736.197266
	Iteration 8Q: 3 clusters Score -1093004 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1093185.125000 Penalty: 2736.197266
	Iteration 9Q: 3 clusters Score -1093185 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1093339.250000 Penalty: 2736.197266
	Iteration 10Q: 3 clusters Score -1093339 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1093453.000000 Penalty: 2736.197266
	Iteration 11Q: 3 clusters Score -1093453 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1093555.750000 Penalty: 2736.197266
	Iteration 12Q: 3 clusters Score -1093556 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1093652.125000 Penalty: 2736.197266
	Iteration 13Q: 3 clusters Score -1093652 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1093721.875000 Penalty: 2736.197266
	Iteration 14Q: 3 clusters Score -1093722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1093767.375000 Penalty: 2736.197266
	Iteration 15Q: 3 clusters Score -1093767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1093797.875000 Penalty: 2736.197266
	Iteration 16Q: 3 clusters Score -1093798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1093831.750000 Penalty: 2736.197266
	Iteration 17Q: 3 clusters Score -1093832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1093858.375000 Penalty: 2736.197266
	Iteration 18Q: 3 clusters Score -1093858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1093889.125000 Penalty: 2736.197266
	Iteration 19Q: 3 clusters Score -1093889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1093919.750000 Penalty: 2736.197266
	Iteration 20F: 3 clusters Score -1093920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1093951.750000 Penalty: 2736.197266
	Iteration 21Q: 3 clusters Score -1093952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1093980.125000 Penalty: 2736.197266
	Iteration 22Q: 3 clusters Score -1093980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1094001.625000 Penalty: 2736.197266
	Iteration 23Q: 3 clusters Score -1094002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1094015.125000 Penalty: 2736.197266
	Iteration 24Q: 3 clusters Score -1094015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1094041.875000 Penalty: 2736.197266
	Iteration 25Q: 3 clusters Score -1094042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1094054.625000 Penalty: 2736.197266
	Iteration 26Q: 3 clusters Score -1094055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1094069.750000 Penalty: 2736.197266
	Iteration 27Q: 3 clusters Score -1094070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1094081.000000 Penalty: 2736.197266
	Iteration 28Q: 3 clusters Score -1094081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1094088.500000 Penalty: 2736.197266
	Iteration 29Q: 3 clusters Score -1094088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1094098.875000 Penalty: 2736.197266
	Iteration 30Q: 3 clusters Score -1094099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1094108.000000 Penalty: 2736.197266
	Iteration 31Q: 3 clusters Score -1094108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1094113.125000 Penalty: 2736.197266
	Iteration 32Q: 3 clusters Score -1094113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1094121.500000 Penalty: 2736.197266
	Iteration 33Q: 3 clusters Score -1094122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1094130.375000 Penalty: 2736.197266
	Iteration 34Q: 3 clusters Score -1094130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1094136.500000 Penalty: 2736.197266
	Iteration 35Q: 3 clusters Score -1094136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1094145.750000 Penalty: 2736.197266
	Iteration 36Q: 3 clusters Score -1094146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1094154.000000 Penalty: 2736.197266
	Iteration 37Q: 3 clusters Score -1094154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1094162.000000 Penalty: 2736.197266
	Iteration 38Q: 3 clusters Score -1094162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1094169.500000 Penalty: 2736.197266
	Iteration 39Q: 3 clusters Score -1094170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1094185.375000 Penalty: 2736.197266
	Iteration 40F: 3 clusters Score -1094185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1094194.375000 Penalty: 2736.197266
	Iteration 41Q: 3 clusters Score -1094194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1094203.125000 Penalty: 2736.197266
	Iteration 42Q: 3 clusters Score -1094203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1094215.125000 Penalty: 2736.197266
	Iteration 43Q: 3 clusters Score -1094215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1094219.125000 Penalty: 2736.197266
	Iteration 44Q: 3 clusters Score -1094219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1094227.625000 Penalty: 2736.197266
	Iteration 45Q: 3 clusters Score -1094228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1094231.125000 Penalty: 2736.197266
	Iteration 46Q: 3 clusters Score -1094231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1094238.125000 Penalty: 2736.197266
	Iteration 47Q: 3 clusters Score -1094238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1094243.500000 Penalty: 2736.197266
	Iteration 48Q: 3 clusters Score -1094244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1094247.500000 Penalty: 2736.197266
	Iteration 49Q: 3 clusters Score -1094248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1094252.500000 Penalty: 2736.197266
	Iteration 50Q: 3 clusters Score -1094252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1094257.000000 Penalty: 2736.197266
	Iteration 51Q: 3 clusters Score -1094257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1094265.625000 Penalty: 2736.197266
	Iteration 52Q: 3 clusters Score -1094266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1094271.250000 Penalty: 2736.197266
	Iteration 53Q: 3 clusters Score -1094271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1094274.750000 Penalty: 2736.197266
	Iteration 54Q: 3 clusters Score -1094275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1094279.000000 Penalty: 2736.197266
	Iteration 55Q: 3 clusters Score -1094279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1094286.000000 Penalty: 2736.197266
	Iteration 56Q: 3 clusters Score -1094286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1094292.500000 Penalty: 2736.197266
	Iteration 57Q: 3 clusters Score -1094292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1094295.625000 Penalty: 2736.197266
	Iteration 58Q: 3 clusters Score -1094296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1094303.750000 Penalty: 2736.197266
	Iteration 59Q: 3 clusters Score -1094304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1094311.625000 Penalty: 2736.197266
	Iteration 60F: 3 clusters Score -1094312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1094316.250000 Penalty: 2736.197266
	Iteration 61Q: 3 clusters Score -1094316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1094320.000000 Penalty: 2736.197266
	Iteration 62Q: 3 clusters Score -1094320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1094321.375000 Penalty: 2736.197266
	Iteration 63Q: 3 clusters Score -1094321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1094328.125000 Penalty: 2736.197266
	Iteration 64Q: 3 clusters Score -1094328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1094330.250000 Penalty: 2736.197266
	Iteration 65Q: 3 clusters Score -1094330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1094337.125000 Penalty: 2736.197266
	Iteration 66Q: 3 clusters Score -1094337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1094342.125000 Penalty: 2736.197266
	Iteration 67Q: 3 clusters Score -1094342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1094346.875000 Penalty: 2736.197266
	Iteration 68Q: 3 clusters Score -1094347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1094350.625000 Penalty: 2736.197266
	Iteration 69Q: 3 clusters Score -1094351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1094352.375000 Penalty: 2736.197266
	Iteration 70Q: 3 clusters Score -1094352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1094354.750000 Penalty: 2736.197266
	Iteration 71Q: 3 clusters Score -1094355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1094359.375000 Penalty: 2736.197266
	Iteration 72Q: 3 clusters Score -1094359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1094366.625000 Penalty: 2736.197266
	Iteration 73Q: 3 clusters Score -1094367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1094368.500000 Penalty: 2736.197266
	Iteration 74Q: 3 clusters Score -1094368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1094371.250000 Penalty: 2736.197266
	Iteration 75Q: 3 clusters Score -1094371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1094371.250000 Penalty: 2736.197266
	Iteration 76Q: 3 clusters Score -1094371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1094371.625000 Penalty: 2736.197266
	Iteration 77Q: 3 clusters Score -1094372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1094371.875000 Penalty: 2736.197266
	Iteration 78Q: 3 clusters Score -1094372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1094372.500000 Penalty: 2736.197266
	Iteration 79Q: 3 clusters Score -1094372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1094372.750000 Penalty: 2736.197266
	Iteration 80F: 3 clusters Score -1094373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1094375.500000 Penalty: 2736.197266
	Iteration 81Q: 3 clusters Score -1094376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1094375.125000 Penalty: 2736.197266
	Iteration 82Q: 3 clusters Score -1094375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1094375.125000 Penalty: 2736.197266
	Iteration 83F: 3 clusters Score -1094375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Entering Unmasked Estep 
Score: -1090236.875000 Penalty: 1366.563477
	Iteration 0F: 2 clusters Score -1090237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1083616.750000 Penalty: 2733.126953
	Iteration 0F: 3 clusters Score -1083617 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1085886.750000 Penalty: 2733.126953
	Iteration 1F: 3 clusters Score -1085887 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1086223.625000 Penalty: 2733.126953
	Iteration 2F: 3 clusters Score -1086224 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1086457.000000 Penalty: 2733.126953
	Iteration 3F: 3 clusters Score -1086457 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1086624.000000 Penalty: 2733.126953
	Iteration 4Q: 3 clusters Score -1086624 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1086773.000000 Penalty: 2733.126953
	Iteration 5Q: 3 clusters Score -1086773 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1086921.375000 Penalty: 2733.126953
	Iteration 6Q: 3 clusters Score -1086921 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1087070.875000 Penalty: 2733.126953
	Iteration 7Q: 3 clusters Score -1087071 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1087216.875000 Penalty: 2733.126953
	Iteration 8Q: 3 clusters Score -1087217 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1087364.750000 Penalty: 2733.126953
	Iteration 9Q: 3 clusters Score -1087365 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1087510.250000 Penalty: 2733.126953
	Iteration 10Q: 3 clusters Score -1087510 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1087643.125000 Penalty: 2733.126953
	Iteration 11Q: 3 clusters Score -1087643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1087757.875000 Penalty: 2733.126953
	Iteration 12Q: 3 clusters Score -1087758 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1087876.000000 Penalty: 2733.126953
	Iteration 13Q: 3 clusters Score -1087876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1087994.500000 Penalty: 2733.126953
	Iteration 14Q: 3 clusters Score -1087994 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1088128.500000 Penalty: 2733.126953
	Iteration 15Q: 3 clusters Score -1088128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1088243.000000 Penalty: 2733.126953
	Iteration 16Q: 3 clusters Score -1088243 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1088367.250000 Penalty: 2733.126953
	Iteration 17Q: 3 clusters Score -1088367 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1088476.625000 Penalty: 2733.126953
	Iteration 18Q: 3 clusters Score -1088477 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1088558.625000 Penalty: 2733.126953
	Iteration 19Q: 3 clusters Score -1088559 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1088628.500000 Penalty: 2733.126953
	Iteration 20F: 3 clusters Score -1088628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1088702.500000 Penalty: 2733.126953
	Iteration 21Q: 3 clusters Score -1088702 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1088763.125000 Penalty: 2733.126953
	Iteration 22Q: 3 clusters Score -1088763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1088811.375000 Penalty: 2733.126953
	Iteration 23Q: 3 clusters Score -1088811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1088852.125000 Penalty: 2733.126953
	Iteration 24Q: 3 clusters Score -1088852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1088892.000000 Penalty: 2733.126953
	Iteration 25Q: 3 clusters Score -1088892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1088944.625000 Penalty: 2733.126953
	Iteration 26Q: 3 clusters Score -1088945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1088982.625000 Penalty: 2733.126953
	Iteration 27Q: 3 clusters Score -1088983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1089009.125000 Penalty: 2733.126953
	Iteration 28Q: 3 clusters Score -1089009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1089030.250000 Penalty: 2733.126953
	Iteration 29Q: 3 clusters Score -1089030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1089048.500000 Penalty: 2733.126953
	Iteration 30Q: 3 clusters Score -1089048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1089066.500000 Penalty: 2733.126953
	Iteration 31Q: 3 clusters Score -1089066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1089080.625000 Penalty: 2733.126953
	Iteration 32Q: 3 clusters Score -1089081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1089091.875000 Penalty: 2733.126953
	Iteration 33Q: 3 clusters Score -1089092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1089105.500000 Penalty: 2733.126953
	Iteration 34Q: 3 clusters Score -1089106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1089115.625000 Penalty: 2733.126953
	Iteration 35Q: 3 clusters Score -1089116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1089129.000000 Penalty: 2733.126953
	Iteration 36Q: 3 clusters Score -1089129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1089146.375000 Penalty: 2733.126953
	Iteration 37Q: 3 clusters Score -1089146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1089164.875000 Penalty: 2733.126953
	Iteration 38Q: 3 clusters Score -1089165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1089187.000000 Penalty: 2733.126953
	Iteration 39Q: 3 clusters Score -1089187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1089200.250000 Penalty: 2733.126953
	Iteration 40F: 3 clusters Score -1089200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1089208.875000 Penalty: 2733.126953
	Iteration 41Q: 3 clusters Score -1089209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1089214.875000 Penalty: 2733.126953
	Iteration 42Q: 3 clusters Score -1089215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1089218.125000 Penalty: 2733.126953
	Iteration 43Q: 3 clusters Score -1089218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1089223.125000 Penalty: 2733.126953
	Iteration 44Q: 3 clusters Score -1089223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1089225.125000 Penalty: 2733.126953
	Iteration 45Q: 3 clusters Score -1089225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1089230.125000 Penalty: 2733.126953
	Iteration 46Q: 3 clusters Score -1089230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1089236.250000 Penalty: 2733.126953
	Iteration 47Q: 3 clusters Score -1089236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1089239.375000 Penalty: 2733.126953
	Iteration 48Q: 3 clusters Score -1089239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1089245.250000 Penalty: 2733.126953
	Iteration 49Q: 3 clusters Score -1089245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1089249.000000 Penalty: 2733.126953
	Iteration 50Q: 3 clusters Score -1089249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1089252.125000 Penalty: 2733.126953
	Iteration 51Q: 3 clusters Score -1089252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1089254.000000 Penalty: 2733.126953
	Iteration 52Q: 3 clusters Score -1089254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1089255.625000 Penalty: 2733.126953
	Iteration 53Q: 3 clusters Score -1089256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1089257.750000 Penalty: 2733.126953
	Iteration 54Q: 3 clusters Score -1089258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1089259.500000 Penalty: 2733.126953
	Iteration 55Q: 3 clusters Score -1089260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1089259.250000 Penalty: 2733.126953
	Iteration 56Q: 3 clusters Score -1089259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1089265.000000 Penalty: 2733.126953
	Iteration 57Q: 3 clusters Score -1089265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1089266.625000 Penalty: 2733.126953
	Iteration 58Q: 3 clusters Score -1089267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1089267.375000 Penalty: 2733.126953
	Iteration 59Q: 3 clusters Score -1089267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1089267.375000 Penalty: 2733.126953
	Iteration 60F: 3 clusters Score -1089267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -383324.156250 Penalty: 1224.670166
	Iteration 0F: 2 clusters Score -383324.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -380403.000000 Penalty: 2449.340332
	Iteration 0F: 3 clusters Score -380403 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -381304.312500 Penalty: 2449.340332
	Iteration 1F: 3 clusters Score -381304.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -381506.250000 Penalty: 2449.340332
	Iteration 2F: 3 clusters Score -381506.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -381621.531250 Penalty: 2449.340332
	Iteration 3Q: 3 clusters Score -381621.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -381708.562500 Penalty: 2449.340332
	Iteration 4Q: 3 clusters Score -381708.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -381777.875000 Penalty: 2449.340332
	Iteration 5Q: 3 clusters Score -381777.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -381830.750000 Penalty: 2449.340332
	Iteration 6Q: 3 clusters Score -381830.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -381864.937500 Penalty: 2449.340332
	Iteration 7Q: 3 clusters Score -381864.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -381896.781250 Penalty: 2449.340332
	Iteration 8Q: 3 clusters Score -381896.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -381919.625000 Penalty: 2449.340332
	Iteration 9Q: 3 clusters Score -381919.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -381941.750000 Penalty: 2449.340332
	Iteration 10Q: 3 clusters Score -381941.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -381962.250000 Penalty: 2449.340332
	Iteration 11Q: 3 clusters Score -381962.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -381974.531250 Penalty: 2449.340332
	Iteration 12Q: 3 clusters Score -381974.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -381984.343750 Penalty: 2449.340332
	Iteration 13Q: 3 clusters Score -381984.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -381992.093750 Penalty: 2449.340332
	Iteration 14Q: 3 clusters Score -381992.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -382001.718750 Penalty: 2449.340332
	Iteration 15Q: 3 clusters Score -382001.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -382008.343750 Penalty: 2449.340332
	Iteration 16Q: 3 clusters Score -382008.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -382013.625000 Penalty: 2449.340332
	Iteration 17Q: 3 clusters Score -382013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -382017.656250 Penalty: 2449.340332
	Iteration 18Q: 3 clusters Score -382017.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -382023.062500 Penalty: 2449.340332
	Iteration 19Q: 3 clusters Score -382023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -382024.843750 Penalty: 2449.340332
	Iteration 20F: 3 clusters Score -382024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -382026.968750 Penalty: 2449.340332
	Iteration 21Q: 3 clusters Score -382027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -382031.437500 Penalty: 2449.340332
	Iteration 22Q: 3 clusters Score -382031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -382033.156250 Penalty: 2449.340332
	Iteration 23Q: 3 clusters Score -382033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -382034.500000 Penalty: 2449.340332
	Iteration 24Q: 3 clusters Score -382034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -382036.875000 Penalty: 2449.340332
	Iteration 25Q: 3 clusters Score -382036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -382038.187500 Penalty: 2449.340332
	Iteration 26Q: 3 clusters Score -382038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -382039.281250 Penalty: 2449.340332
	Iteration 27Q: 3 clusters Score -382039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -382040.093750 Penalty: 2449.340332
	Iteration 28Q: 3 clusters Score -382040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -382040.156250 Penalty: 2449.340332
	Iteration 29Q: 3 clusters Score -382040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -382040.968750 Penalty: 2449.340332
	Iteration 30Q: 3 clusters Score -382041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -382041.531250 Penalty: 2449.340332
	Iteration 31Q: 3 clusters Score -382041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -382042.250000 Penalty: 2449.340332
	Iteration 32Q: 3 clusters Score -382042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -382043.906250 Penalty: 2449.340332
	Iteration 33Q: 3 clusters Score -382043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -382044.593750 Penalty: 2449.340332
	Iteration 34Q: 3 clusters Score -382044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -382045.093750 Penalty: 2449.340332
	Iteration 35Q: 3 clusters Score -382045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -382045.093750 Penalty: 2449.340332
	Iteration 36F: 3 clusters Score -382045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -1838221.500000 Penalty: 1436.648804
	Iteration 0F: 2 clusters Score -1838222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1827977.750000 Penalty: 2873.297607
	Iteration 0F: 3 clusters Score -1827978 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1831399.750000 Penalty: 2873.297607
	Iteration 1F: 3 clusters Score -1831400 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1831745.500000 Penalty: 2873.297607
	Iteration 2F: 3 clusters Score -1831746 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1832010.500000 Penalty: 2873.297607
	Iteration 3Q: 3 clusters Score -1832010 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1832228.875000 Penalty: 2873.297607
	Iteration 4Q: 3 clusters Score -1832229 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1832425.625000 Penalty: 2873.297607
	Iteration 5Q: 3 clusters Score -1832426 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1832612.000000 Penalty: 2873.297607
	Iteration 6Q: 3 clusters Score -1832612 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1832791.500000 Penalty: 2873.297607
	Iteration 7Q: 3 clusters Score -1832792 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1832952.750000 Penalty: 2873.297607
	Iteration 8Q: 3 clusters Score -1832953 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1833078.250000 Penalty: 2873.297607
	Iteration 9Q: 3 clusters Score -1833078 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1833187.625000 Penalty: 2873.297607
	Iteration 10Q: 3 clusters Score -1833188 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1833293.250000 Penalty: 2873.297607
	Iteration 11Q: 3 clusters Score -1833293 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1833396.875000 Penalty: 2873.297607
	Iteration 12Q: 3 clusters Score -1833397 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1833496.000000 Penalty: 2873.297607
	Iteration 13Q: 3 clusters Score -1833496 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1833614.250000 Penalty: 2873.297607
	Iteration 14Q: 3 clusters Score -1833614 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1833748.125000 Penalty: 2873.297607
	Iteration 15Q: 3 clusters Score -1833748 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1833910.750000 Penalty: 2873.297607
	Iteration 16Q: 3 clusters Score -1833911 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1834072.875000 Penalty: 2873.297607
	Iteration 17Q: 3 clusters Score -1834073 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1834238.375000 Penalty: 2873.297607
	Iteration 18Q: 3 clusters Score -1834238 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1834402.750000 Penalty: 2873.297607
	Iteration 19Q: 3 clusters Score -1834403 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1834538.250000 Penalty: 2873.297607
	Iteration 20F: 3 clusters Score -1834538 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1834658.000000 Penalty: 2873.297607
	Iteration 21Q: 3 clusters Score -1834658 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1834748.500000 Penalty: 2873.297607
	Iteration 22Q: 3 clusters Score -1834748 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1834842.875000 Penalty: 2873.297607
	Iteration 23Q: 3 clusters Score -1834843 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1834909.625000 Penalty: 2873.297607
	Iteration 24Q: 3 clusters Score -1834910 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1834988.125000 Penalty: 2873.297607
	Iteration 25Q: 3 clusters Score -1834988 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1835050.125000 Penalty: 2873.297607
	Iteration 26Q: 3 clusters Score -1835050 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1835109.250000 Penalty: 2873.297607
	Iteration 27Q: 3 clusters Score -1835109 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1835175.875000 Penalty: 2873.297607
	Iteration 28Q: 3 clusters Score -1835176 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1835243.875000 Penalty: 2873.297607
	Iteration 29Q: 3 clusters Score -1835244 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1835303.500000 Penalty: 2873.297607
	Iteration 30Q: 3 clusters Score -1835304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1835355.500000 Penalty: 2873.297607
	Iteration 31Q: 3 clusters Score -1835356 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1835424.000000 Penalty: 2873.297607
	Iteration 32Q: 3 clusters Score -1835424 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1835490.750000 Penalty: 2873.297607
	Iteration 33Q: 3 clusters Score -1835491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1835584.625000 Penalty: 2873.297607
	Iteration 34Q: 3 clusters Score -1835585 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1835676.875000 Penalty: 2873.297607
	Iteration 35Q: 3 clusters Score -1835677 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1835774.875000 Penalty: 2873.297607
	Iteration 36Q: 3 clusters Score -1835775 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1835898.250000 Penalty: 2873.297607
	Iteration 37Q: 3 clusters Score -1835898 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1836023.000000 Penalty: 2873.297607
	Iteration 38Q: 3 clusters Score -1836023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1836137.000000 Penalty: 2873.297607
	Iteration 39Q: 3 clusters Score -1836137 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1836249.125000 Penalty: 2873.297607
	Iteration 40F: 3 clusters Score -1836249 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1836363.000000 Penalty: 2873.297607
	Iteration 41Q: 3 clusters Score -1836363 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1836460.250000 Penalty: 2873.297607
	Iteration 42Q: 3 clusters Score -1836460 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1836547.750000 Penalty: 2873.297607
	Iteration 43Q: 3 clusters Score -1836548 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1836607.125000 Penalty: 2873.297607
	Iteration 44Q: 3 clusters Score -1836607 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1836689.625000 Penalty: 2873.297607
	Iteration 45Q: 3 clusters Score -1836690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1836735.875000 Penalty: 2873.297607
	Iteration 46Q: 3 clusters Score -1836736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1836780.875000 Penalty: 2873.297607
	Iteration 47Q: 3 clusters Score -1836781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1836824.500000 Penalty: 2873.297607
	Iteration 48Q: 3 clusters Score -1836824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1836852.250000 Penalty: 2873.297607
	Iteration 49Q: 3 clusters Score -1836852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1836892.375000 Penalty: 2873.297607
	Iteration 50Q: 3 clusters Score -1836892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1836922.875000 Penalty: 2873.297607
	Iteration 51Q: 3 clusters Score -1836923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1836945.875000 Penalty: 2873.297607
	Iteration 52Q: 3 clusters Score -1836946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1836971.500000 Penalty: 2873.297607
	Iteration 53Q: 3 clusters Score -1836972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1836995.375000 Penalty: 2873.297607
	Iteration 54Q: 3 clusters Score -1836995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1837026.000000 Penalty: 2873.297607
	Iteration 55Q: 3 clusters Score -1837026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1837043.000000 Penalty: 2873.297607
	Iteration 56Q: 3 clusters Score -1837043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1837054.125000 Penalty: 2873.297607
	Iteration 57Q: 3 clusters Score -1837054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1837061.250000 Penalty: 2873.297607
	Iteration 58Q: 3 clusters Score -1837061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1837066.875000 Penalty: 2873.297607
	Iteration 59Q: 3 clusters Score -1837067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1837076.375000 Penalty: 2873.297607
	Iteration 60F: 3 clusters Score -1837076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1837083.625000 Penalty: 2873.297607
	Iteration 61Q: 3 clusters Score -1837084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1837090.250000 Penalty: 2873.297607
	Iteration 62Q: 3 clusters Score -1837090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1837101.000000 Penalty: 2873.297607
	Iteration 63Q: 3 clusters Score -1837101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1837108.375000 Penalty: 2873.297607
	Iteration 64Q: 3 clusters Score -1837108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1837110.875000 Penalty: 2873.297607
	Iteration 65Q: 3 clusters Score -1837111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1837114.625000 Penalty: 2873.297607
	Iteration 66Q: 3 clusters Score -1837115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1837117.250000 Penalty: 2873.297607
	Iteration 67Q: 3 clusters Score -1837117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1837118.375000 Penalty: 2873.297607
	Iteration 68Q: 3 clusters Score -1837118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1837117.500000 Penalty: 2873.297607
	Iteration 69Q: 3 clusters Score -1837118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1837120.250000 Penalty: 2873.297607
	Iteration 70Q: 3 clusters Score -1837120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1837120.750000 Penalty: 2873.297607
	Iteration 71Q: 3 clusters Score -1837121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1837122.875000 Penalty: 2873.297607
	Iteration 72Q: 3 clusters Score -1837123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1837126.875000 Penalty: 2873.297607
	Iteration 73Q: 3 clusters Score -1837127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1837124.000000 Penalty: 2873.297607
	Iteration 74Q: 3 clusters Score -1837124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1837125.125000 Penalty: 2873.297607
	Iteration 75Q: 3 clusters Score -1837125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1837127.250000 Penalty: 2873.297607
	Iteration 76Q: 3 clusters Score -1837127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1837130.500000 Penalty: 2873.297607
	Iteration 77Q: 3 clusters Score -1837130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1837130.500000 Penalty: 2873.297607
	Iteration 78F: 3 clusters Score -1837130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17837.728516 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17837.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17873.855469 Penalty: 1548.712402
	Iteration 1F: 3 clusters Score -17873.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -984461.625000 Penalty: 1345.208984
	Iteration 0F: 2 clusters Score -984461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -978725.437500 Penalty: 2690.417969
	Iteration 0F: 3 clusters Score -978725.4 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -980543.562500 Penalty: 2690.417969
	Iteration 1F: 3 clusters Score -980543.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -980832.500000 Penalty: 2690.417969
	Iteration 2F: 3 clusters Score -980832.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -981051.125000 Penalty: 2690.417969
	Iteration 3F: 3 clusters Score -981051.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -981221.562500 Penalty: 2690.417969
	Iteration 4Q: 3 clusters Score -981221.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -981405.562500 Penalty: 2690.417969
	Iteration 5Q: 3 clusters Score -981405.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -981618.812500 Penalty: 2690.417969
	Iteration 6Q: 3 clusters Score -981618.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -981822.000000 Penalty: 2690.417969
	Iteration 7Q: 3 clusters Score -981822 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -982003.312500 Penalty: 2690.417969
	Iteration 8Q: 3 clusters Score -982003.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -982167.437500 Penalty: 2690.417969
	Iteration 9Q: 3 clusters Score -982167.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -982343.750000 Penalty: 2690.417969
	Iteration 10Q: 3 clusters Score -982343.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -982484.500000 Penalty: 2690.417969
	Iteration 11Q: 3 clusters Score -982484.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -982600.750000 Penalty: 2690.417969
	Iteration 12Q: 3 clusters Score -982600.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -982705.562500 Penalty: 2690.417969
	Iteration 13Q: 3 clusters Score -982705.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -982794.437500 Penalty: 2690.417969
	Iteration 14Q: 3 clusters Score -982794.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -982891.000000 Penalty: 2690.417969
	Iteration 15Q: 3 clusters Score -982891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -982966.375000 Penalty: 2690.417969
	Iteration 16Q: 3 clusters Score -982966.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -983022.750000 Penalty: 2690.417969
	Iteration 17Q: 3 clusters Score -983022.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -983081.937500 Penalty: 2690.417969
	Iteration 18Q: 3 clusters Score -983081.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -983140.000000 Penalty: 2690.417969
	Iteration 19Q: 3 clusters Score -983140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -983187.000000 Penalty: 2690.417969
	Iteration 20F: 3 clusters Score -983187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -983214.937500 Penalty: 2690.417969
	Iteration 21Q: 3 clusters Score -983214.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -983239.500000 Penalty: 2690.417969
	Iteration 22Q: 3 clusters Score -983239.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -983259.625000 Penalty: 2690.417969
	Iteration 23Q: 3 clusters Score -983259.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -983283.000000 Penalty: 2690.417969
	Iteration 24Q: 3 clusters Score -983283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -983299.312500 Penalty: 2690.417969
	Iteration 25Q: 3 clusters Score -983299.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -983307.687500 Penalty: 2690.417969
	Iteration 26Q: 3 clusters Score -983307.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -983319.625000 Penalty: 2690.417969
	Iteration 27Q: 3 clusters Score -983319.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -983337.875000 Penalty: 2690.417969
	Iteration 28Q: 3 clusters Score -983337.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -983346.500000 Penalty: 2690.417969
	Iteration 29Q: 3 clusters Score -983346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -983354.875000 Penalty: 2690.417969
	Iteration 30Q: 3 clusters Score -983354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -983358.687500 Penalty: 2690.417969
	Iteration 31Q: 3 clusters Score -983358.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -983364.687500 Penalty: 2690.417969
	Iteration 32Q: 3 clusters Score -983364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -983370.937500 Penalty: 2690.417969
	Iteration 33Q: 3 clusters Score -983370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -983373.125000 Penalty: 2690.417969
	Iteration 34Q: 3 clusters Score -983373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -983375.375000 Penalty: 2690.417969
	Iteration 35Q: 3 clusters Score -983375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -983377.125000 Penalty: 2690.417969
	Iteration 36Q: 3 clusters Score -983377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -983379.562500 Penalty: 2690.417969
	Iteration 37Q: 3 clusters Score -983379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -983379.250000 Penalty: 2690.417969
	Iteration 38Q: 3 clusters Score -983379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -983380.875000 Penalty: 2690.417969
	Iteration 39Q: 3 clusters Score -983380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -983381.750000 Penalty: 2690.417969
	Iteration 40F: 3 clusters Score -983381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -983385.000000 Penalty: 2690.417969
	Iteration 41Q: 3 clusters Score -983385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -983384.000000 Penalty: 2690.417969
	Iteration 42Q: 3 clusters Score -983384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -983385.812500 Penalty: 2690.417969
	Iteration 43Q: 3 clusters Score -983385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -983385.812500 Penalty: 2690.417969
	Iteration 44F: 3 clusters Score -983385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -285113.906250 Penalty: 1170.568237
	Iteration 0F: 2 clusters Score -285113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -282859.437500 Penalty: 2341.136475
	Iteration 0F: 3 clusters Score -282859.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -283417.187500 Penalty: 2341.136475
	Iteration 1F: 3 clusters Score -283417.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -283555.875000 Penalty: 2341.136475
	Iteration 2F: 3 clusters Score -283555.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283639.843750 Penalty: 2341.136475
	Iteration 3Q: 3 clusters Score -283639.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283689.093750 Penalty: 2341.136475
	Iteration 4Q: 3 clusters Score -283689.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283723.187500 Penalty: 2341.136475
	Iteration 5Q: 3 clusters Score -283723.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -283749.312500 Penalty: 2341.136475
	Iteration 6Q: 3 clusters Score -283749.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -283766.781250 Penalty: 2341.136475
	Iteration 7Q: 3 clusters Score -283766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -283783.718750 Penalty: 2341.136475
	Iteration 8Q: 3 clusters Score -283783.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -283798.375000 Penalty: 2341.136475
	Iteration 9Q: 3 clusters Score -283798.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -283808.687500 Penalty: 2341.136475
	Iteration 10Q: 3 clusters Score -283808.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -283816.687500 Penalty: 2341.136475
	Iteration 11Q: 3 clusters Score -283816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283825.437500 Penalty: 2341.136475
	Iteration 12Q: 3 clusters Score -283825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283831.375000 Penalty: 2341.136475
	Iteration 13Q: 3 clusters Score -283831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283833.406250 Penalty: 2341.136475
	Iteration 14Q: 3 clusters Score -283833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283836.656250 Penalty: 2341.136475
	Iteration 15Q: 3 clusters Score -283836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283837.812500 Penalty: 2341.136475
	Iteration 16Q: 3 clusters Score -283837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283839.531250 Penalty: 2341.136475
	Iteration 17Q: 3 clusters Score -283839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283842.468750 Penalty: 2341.136475
	Iteration 18Q: 3 clusters Score -283842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283844.812500 Penalty: 2341.136475
	Iteration 19Q: 3 clusters Score -283844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283846.781250 Penalty: 2341.136475
	Iteration 20F: 3 clusters Score -283846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -283850.625000 Penalty: 2341.136475
	Iteration 21Q: 3 clusters Score -283850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -283854.031250 Penalty: 2341.136475
	Iteration 22Q: 3 clusters Score -283854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283857.375000 Penalty: 2341.136475
	Iteration 23Q: 3 clusters Score -283857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283858.187500 Penalty: 2341.136475
	Iteration 24Q: 3 clusters Score -283858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283858.187500 Penalty: 2341.136475
	Iteration 25F: 3 clusters Score -283858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -576846.312500 Penalty: 1271.698975
	Iteration 0F: 2 clusters Score -576846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -573099.500000 Penalty: 2543.397949
	Iteration 0F: 3 clusters Score -573099.5 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -574154.312500 Penalty: 2543.397949
	Iteration 1F: 3 clusters Score -574154.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -574335.625000 Penalty: 2543.397949
	Iteration 2F: 3 clusters Score -574335.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -574465.375000 Penalty: 2543.397949
	Iteration 3Q: 3 clusters Score -574465.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -574545.812500 Penalty: 2543.397949
	Iteration 4Q: 3 clusters Score -574545.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -574600.687500 Penalty: 2543.397949
	Iteration 5Q: 3 clusters Score -574600.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -574652.437500 Penalty: 2543.397949
	Iteration 6Q: 3 clusters Score -574652.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -574697.875000 Penalty: 2543.397949
	Iteration 7Q: 3 clusters Score -574697.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -574726.625000 Penalty: 2543.397949
	Iteration 8Q: 3 clusters Score -574726.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -574752.687500 Penalty: 2543.397949
	Iteration 9Q: 3 clusters Score -574752.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -574775.687500 Penalty: 2543.397949
	Iteration 10Q: 3 clusters Score -574775.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -574792.625000 Penalty: 2543.397949
	Iteration 11Q: 3 clusters Score -574792.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -574807.875000 Penalty: 2543.397949
	Iteration 12Q: 3 clusters Score -574807.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574823.187500 Penalty: 2543.397949
	Iteration 13Q: 3 clusters Score -574823.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -574834.937500 Penalty: 2543.397949
	Iteration 14Q: 3 clusters Score -574834.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -574853.312500 Penalty: 2543.397949
	Iteration 15Q: 3 clusters Score -574853.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -574873.875000 Penalty: 2543.397949
	Iteration 16Q: 3 clusters Score -574873.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -574896.875000 Penalty: 2543.397949
	Iteration 17Q: 3 clusters Score -574896.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -574917.375000 Penalty: 2543.397949
	Iteration 18Q: 3 clusters Score -574917.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -574934.875000 Penalty: 2543.397949
	Iteration 19Q: 3 clusters Score -574934.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -574957.687500 Penalty: 2543.397949
	Iteration 20F: 3 clusters Score -574957.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -574982.812500 Penalty: 2543.397949
	Iteration 21Q: 3 clusters Score -574982.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -575010.000000 Penalty: 2543.397949
	Iteration 22Q: 3 clusters Score -575010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -575032.875000 Penalty: 2543.397949
	Iteration 23Q: 3 clusters Score -575032.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -575057.125000 Penalty: 2543.397949
	Iteration 24Q: 3 clusters Score -575057.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -575086.687500 Penalty: 2543.397949
	Iteration 25Q: 3 clusters Score -575086.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -575111.062500 Penalty: 2543.397949
	Iteration 26Q: 3 clusters Score -575111.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -575141.625000 Penalty: 2543.397949
	Iteration 27Q: 3 clusters Score -575141.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -575172.250000 Penalty: 2543.397949
	Iteration 28Q: 3 clusters Score -575172.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -575202.750000 Penalty: 2543.397949
	Iteration 29Q: 3 clusters Score -575202.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -575224.437500 Penalty: 2543.397949
	Iteration 30Q: 3 clusters Score -575224.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -575249.375000 Penalty: 2543.397949
	Iteration 31Q: 3 clusters Score -575249.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -575273.937500 Penalty: 2543.397949
	Iteration 32Q: 3 clusters Score -575273.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -575300.062500 Penalty: 2543.397949
	Iteration 33Q: 3 clusters Score -575300.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -575323.875000 Penalty: 2543.397949
	Iteration 34Q: 3 clusters Score -575323.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -575352.812500 Penalty: 2543.397949
	Iteration 35Q: 3 clusters Score -575352.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -575374.125000 Penalty: 2543.397949
	Iteration 36Q: 3 clusters Score -575374.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -575396.375000 Penalty: 2543.397949
	Iteration 37Q: 3 clusters Score -575396.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -575413.625000 Penalty: 2543.397949
	Iteration 38Q: 3 clusters Score -575413.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -575431.625000 Penalty: 2543.397949
	Iteration 39Q: 3 clusters Score -575431.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -575445.500000 Penalty: 2543.397949
	Iteration 40F: 3 clusters Score -575445.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -575459.625000 Penalty: 2543.397949
	Iteration 41Q: 3 clusters Score -575459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -575482.000000 Penalty: 2543.397949
	Iteration 42Q: 3 clusters Score -575482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -575499.750000 Penalty: 2543.397949
	Iteration 43Q: 3 clusters Score -575499.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -575528.812500 Penalty: 2543.397949
	Iteration 44Q: 3 clusters Score -575528.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -575557.937500 Penalty: 2543.397949
	Iteration 45Q: 3 clusters Score -575557.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -575590.937500 Penalty: 2543.397949
	Iteration 46Q: 3 clusters Score -575590.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -575621.625000 Penalty: 2543.397949
	Iteration 47Q: 3 clusters Score -575621.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -575649.187500 Penalty: 2543.397949
	Iteration 48Q: 3 clusters Score -575649.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -575668.625000 Penalty: 2543.397949
	Iteration 49Q: 3 clusters Score -575668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -575686.187500 Penalty: 2543.397949
	Iteration 50Q: 3 clusters Score -575686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -575697.875000 Penalty: 2543.397949
	Iteration 51Q: 3 clusters Score -575697.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -575712.437500 Penalty: 2543.397949
	Iteration 52Q: 3 clusters Score -575712.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -575727.875000 Penalty: 2543.397949
	Iteration 53Q: 3 clusters Score -575727.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -575737.687500 Penalty: 2543.397949
	Iteration 54Q: 3 clusters Score -575737.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -575745.312500 Penalty: 2543.397949
	Iteration 55Q: 3 clusters Score -575745.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -575752.312500 Penalty: 2543.397949
	Iteration 56Q: 3 clusters Score -575752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -575758.187500 Penalty: 2543.397949
	Iteration 57Q: 3 clusters Score -575758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -575764.750000 Penalty: 2543.397949
	Iteration 58Q: 3 clusters Score -575764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -575769.812500 Penalty: 2543.397949
	Iteration 59Q: 3 clusters Score -575769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -575777.375000 Penalty: 2543.397949
	Iteration 60F: 3 clusters Score -575777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -575785.687500 Penalty: 2543.397949
	Iteration 61Q: 3 clusters Score -575785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -575794.312500 Penalty: 2543.397949
	Iteration 62Q: 3 clusters Score -575794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -575798.625000 Penalty: 2543.397949
	Iteration 63Q: 3 clusters Score -575798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -575803.687500 Penalty: 2543.397949
	Iteration 64Q: 3 clusters Score -575803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -575806.312500 Penalty: 2543.397949
	Iteration 65Q: 3 clusters Score -575806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -575809.625000 Penalty: 2543.397949
	Iteration 66Q: 3 clusters Score -575809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -575816.062500 Penalty: 2543.397949
	Iteration 67Q: 3 clusters Score -575816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -575815.812500 Penalty: 2543.397949
	Iteration 68Q: 3 clusters Score -575815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -575815.812500 Penalty: 2543.397949
	Iteration 69F: 3 clusters Score -575815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Entering Unmasked Estep 
Score: -1238373.375000 Penalty: 1383.594727
	Iteration 0F: 2 clusters Score -1238373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1231123.500000 Penalty: 2767.189453
	Iteration 0F: 3 clusters Score -1231124 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1233393.000000 Penalty: 2767.189453
	Iteration 1F: 3 clusters Score -1233393 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1233636.500000 Penalty: 2767.189453
	Iteration 2F: 3 clusters Score -1233636 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1233833.875000 Penalty: 2767.189453
	Iteration 3Q: 3 clusters Score -1233834 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1234046.375000 Penalty: 2767.189453
	Iteration 4Q: 3 clusters Score -1234046 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1234246.250000 Penalty: 2767.189453
	Iteration 5Q: 3 clusters Score -1234246 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1234451.750000 Penalty: 2767.189453
	Iteration 6Q: 3 clusters Score -1234452 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1234695.375000 Penalty: 2767.189453
	Iteration 7Q: 3 clusters Score -1234695 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1235036.375000 Penalty: 2767.189453
	Iteration 8Q: 3 clusters Score -1235036 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1235435.625000 Penalty: 2767.189453
	Iteration 9Q: 3 clusters Score -1235436 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1235824.000000 Penalty: 2767.189453
	Iteration 10Q: 3 clusters Score -1235824 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1236199.625000 Penalty: 2767.189453
	Iteration 11Q: 3 clusters Score -1236200 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1236510.000000 Penalty: 2767.189453
	Iteration 12Q: 3 clusters Score -1236510 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1236727.750000 Penalty: 2767.189453
	Iteration 13Q: 3 clusters Score -1236728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1236877.000000 Penalty: 2767.189453
	Iteration 14Q: 3 clusters Score -1236877 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1237003.000000 Penalty: 2767.189453
	Iteration 15Q: 3 clusters Score -1237003 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1237101.250000 Penalty: 2767.189453
	Iteration 16Q: 3 clusters Score -1237101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1237188.500000 Penalty: 2767.189453
	Iteration 17Q: 3 clusters Score -1237188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1237240.750000 Penalty: 2767.189453
	Iteration 18Q: 3 clusters Score -1237241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1237287.000000 Penalty: 2767.189453
	Iteration 19Q: 3 clusters Score -1237287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1237334.625000 Penalty: 2767.189453
	Iteration 20F: 3 clusters Score -1237335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1237363.500000 Penalty: 2767.189453
	Iteration 21Q: 3 clusters Score -1237364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1237381.250000 Penalty: 2767.189453
	Iteration 22Q: 3 clusters Score -1237381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1237390.500000 Penalty: 2767.189453
	Iteration 23Q: 3 clusters Score -1237390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1237402.250000 Penalty: 2767.189453
	Iteration 24Q: 3 clusters Score -1237402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1237406.875000 Penalty: 2767.189453
	Iteration 25Q: 3 clusters Score -1237407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1237412.000000 Penalty: 2767.189453
	Iteration 26Q: 3 clusters Score -1237412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1237413.375000 Penalty: 2767.189453
	Iteration 27Q: 3 clusters Score -1237413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1237418.750000 Penalty: 2767.189453
	Iteration 28Q: 3 clusters Score -1237419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1237422.750000 Penalty: 2767.189453
	Iteration 29Q: 3 clusters Score -1237423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1237431.000000 Penalty: 2767.189453
	Iteration 30Q: 3 clusters Score -1237431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1237438.875000 Penalty: 2767.189453
	Iteration 31Q: 3 clusters Score -1237439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1237442.250000 Penalty: 2767.189453
	Iteration 32Q: 3 clusters Score -1237442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1237444.125000 Penalty: 2767.189453
	Iteration 33Q: 3 clusters Score -1237444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1237443.750000 Penalty: 2767.189453
	Iteration 34Q: 3 clusters Score -1237444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1237444.750000 Penalty: 2767.189453
	Iteration 35Q: 3 clusters Score -1237445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1237445.625000 Penalty: 2767.189453
	Iteration 36Q: 3 clusters Score -1237446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1237445.625000 Penalty: 2767.189453
	Iteration 37F: 3 clusters Score -1237446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41025.621094 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -41025.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41209.035156 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41209.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41254.066406 Penalty: 1826.587646
	Iteration 2Q: 3 clusters Score -41254.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41281.906250 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41281.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41308.875000 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41308.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41325.886719 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41325.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41332.656250 Penalty: 1826.587646
	Iteration 6Q: 3 clusters Score -41332.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41343.773438 Penalty: 1826.587646
	Iteration 7Q: 3 clusters Score -41343.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41345.300781 Penalty: 1826.587646
	Iteration 8Q: 3 clusters Score -41345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41345.300781 Penalty: 1826.587646
	Iteration 9F: 3 clusters Score -41345.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -200506.843750 Penalty: 1134.978638
	Iteration 0F: 2 clusters Score -200506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -198610.000000 Penalty: 2269.957275
	Iteration 0F: 3 clusters Score -198610 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199088.203125 Penalty: 2269.957275
	Iteration 1F: 3 clusters Score -199088.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -199221.093750 Penalty: 2269.957275
	Iteration 2F: 3 clusters Score -199221.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199314.531250 Penalty: 2269.957275
	Iteration 3Q: 3 clusters Score -199314.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199380.765625 Penalty: 2269.957275
	Iteration 4Q: 3 clusters Score -199380.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -199424.203125 Penalty: 2269.957275
	Iteration 5Q: 3 clusters Score -199424.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -199467.906250 Penalty: 2269.957275
	Iteration 6Q: 3 clusters Score -199467.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -199502.203125 Penalty: 2269.957275
	Iteration 7Q: 3 clusters Score -199502.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -199534.625000 Penalty: 2269.957275
	Iteration 8Q: 3 clusters Score -199534.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -199563.984375 Penalty: 2269.957275
	Iteration 9Q: 3 clusters Score -199564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -199588.406250 Penalty: 2269.957275
	Iteration 10Q: 3 clusters Score -199588.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -199607.796875 Penalty: 2269.957275
	Iteration 11Q: 3 clusters Score -199607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199619.468750 Penalty: 2269.957275
	Iteration 12Q: 3 clusters Score -199619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -199625.734375 Penalty: 2269.957275
	Iteration 13Q: 3 clusters Score -199625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -199635.703125 Penalty: 2269.957275
	Iteration 14Q: 3 clusters Score -199635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -199647.203125 Penalty: 2269.957275
	Iteration 15Q: 3 clusters Score -199647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -199651.843750 Penalty: 2269.957275
	Iteration 16Q: 3 clusters Score -199651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -199658.484375 Penalty: 2269.957275
	Iteration 17Q: 3 clusters Score -199658.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -199662.734375 Penalty: 2269.957275
	Iteration 18Q: 3 clusters Score -199662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -199664.359375 Penalty: 2269.957275
	Iteration 19Q: 3 clusters Score -199664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -199667.500000 Penalty: 2269.957275
	Iteration 20F: 3 clusters Score -199667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199671.312500 Penalty: 2269.957275
	Iteration 21Q: 3 clusters Score -199671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -199675.093750 Penalty: 2269.957275
	Iteration 22Q: 3 clusters Score -199675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -199676.406250 Penalty: 2269.957275
	Iteration 23Q: 3 clusters Score -199676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -199676.718750 Penalty: 2269.957275
	Iteration 24Q: 3 clusters Score -199676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -199676.718750 Penalty: 2269.957275
	Iteration 25F: 3 clusters Score -199676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (24919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Entering Unmasked Estep 
Score: -2841008.750000 Penalty: 1506.359741
	Iteration 0F: 2 clusters Score -2841009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2824800.000000 Penalty: 3012.719482
	Iteration 0F: 3 clusters Score -2824800 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2830867.000000 Penalty: 3012.719482
	Iteration 1F: 3 clusters Score -2830867 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2831343.500000 Penalty: 3012.719482
	Iteration 2F: 3 clusters Score -2831344 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2831703.250000 Penalty: 3012.719482
	Iteration 3Q: 3 clusters Score -2831703 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2832028.250000 Penalty: 3012.719482
	Iteration 4Q: 3 clusters Score -2832028 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2832352.500000 Penalty: 3012.719482
	Iteration 5Q: 3 clusters Score -2832352 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2832746.750000 Penalty: 3012.719482
	Iteration 6Q: 3 clusters Score -2832747 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2833117.250000 Penalty: 3012.719482
	Iteration 7Q: 3 clusters Score -2833117 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2833476.250000 Penalty: 3012.719482
	Iteration 8Q: 3 clusters Score -2833476 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2833861.250000 Penalty: 3012.719482
	Iteration 9Q: 3 clusters Score -2833861 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2834304.250000 Penalty: 3012.719482
	Iteration 10Q: 3 clusters Score -2834304 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2834736.500000 Penalty: 3012.719482
	Iteration 11Q: 3 clusters Score -2834736 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2835202.000000 Penalty: 3012.719482
	Iteration 12Q: 3 clusters Score -2835202 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2835688.500000 Penalty: 3012.719482
	Iteration 13Q: 3 clusters Score -2835688 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2836090.500000 Penalty: 3012.719482
	Iteration 14Q: 3 clusters Score -2836090 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2836355.500000 Penalty: 3012.719482
	Iteration 15Q: 3 clusters Score -2836356 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2836508.500000 Penalty: 3012.719482
	Iteration 16Q: 3 clusters Score -2836508 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2836636.750000 Penalty: 3012.719482
	Iteration 17Q: 3 clusters Score -2836637 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2836738.250000 Penalty: 3012.719482
	Iteration 18Q: 3 clusters Score -2836738 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2836833.500000 Penalty: 3012.719482
	Iteration 19Q: 3 clusters Score -2836834 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2836952.750000 Penalty: 3012.719482
	Iteration 20F: 3 clusters Score -2836953 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2837091.250000 Penalty: 3012.719482
	Iteration 21Q: 3 clusters Score -2837091 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2837230.000000 Penalty: 3012.719482
	Iteration 22Q: 3 clusters Score -2837230 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2837400.000000 Penalty: 3012.719482
	Iteration 23Q: 3 clusters Score -2837400 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2837593.750000 Penalty: 3012.719482
	Iteration 24Q: 3 clusters Score -2837594 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2837826.250000 Penalty: 3012.719482
	Iteration 25Q: 3 clusters Score -2837826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2838062.250000 Penalty: 3012.719482
	Iteration 26Q: 3 clusters Score -2838062 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2838338.000000 Penalty: 3012.719482
	Iteration 27Q: 3 clusters Score -2838338 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2838578.000000 Penalty: 3012.719482
	Iteration 28Q: 3 clusters Score -2838578 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2838800.500000 Penalty: 3012.719482
	Iteration 29Q: 3 clusters Score -2838800 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2838999.000000 Penalty: 3012.719482
	Iteration 30Q: 3 clusters Score -2838999 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2839221.500000 Penalty: 3012.719482
	Iteration 31Q: 3 clusters Score -2839222 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2839405.750000 Penalty: 3012.719482
	Iteration 32Q: 3 clusters Score -2839406 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2839548.750000 Penalty: 3012.719482
	Iteration 33Q: 3 clusters Score -2839549 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2839658.000000 Penalty: 3012.719482
	Iteration 34Q: 3 clusters Score -2839658 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2839751.750000 Penalty: 3012.719482
	Iteration 35Q: 3 clusters Score -2839752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2839809.000000 Penalty: 3012.719482
	Iteration 36Q: 3 clusters Score -2839809 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2839846.500000 Penalty: 3012.719482
	Iteration 37Q: 3 clusters Score -2839846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2839882.000000 Penalty: 3012.719482
	Iteration 38Q: 3 clusters Score -2839882 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2839908.750000 Penalty: 3012.719482
	Iteration 39Q: 3 clusters Score -2839909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2839938.000000 Penalty: 3012.719482
	Iteration 40F: 3 clusters Score -2839938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2839959.500000 Penalty: 3012.719482
	Iteration 41Q: 3 clusters Score -2839960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2839978.750000 Penalty: 3012.719482
	Iteration 42Q: 3 clusters Score -2839979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2839994.500000 Penalty: 3012.719482
	Iteration 43Q: 3 clusters Score -2839994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2840016.500000 Penalty: 3012.719482
	Iteration 44Q: 3 clusters Score -2840016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2840040.750000 Penalty: 3012.719482
	Iteration 45Q: 3 clusters Score -2840041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2840055.500000 Penalty: 3012.719482
	Iteration 46Q: 3 clusters Score -2840056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2840069.000000 Penalty: 3012.719482
	Iteration 47Q: 3 clusters Score -2840069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2840078.750000 Penalty: 3012.719482
	Iteration 48Q: 3 clusters Score -2840079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2840090.000000 Penalty: 3012.719482
	Iteration 49Q: 3 clusters Score -2840090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2840097.000000 Penalty: 3012.719482
	Iteration 50Q: 3 clusters Score -2840097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2840110.750000 Penalty: 3012.719482
	Iteration 51Q: 3 clusters Score -2840111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2840123.000000 Penalty: 3012.719482
	Iteration 52Q: 3 clusters Score -2840123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2840132.000000 Penalty: 3012.719482
	Iteration 53Q: 3 clusters Score -2840132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2840142.250000 Penalty: 3012.719482
	Iteration 54Q: 3 clusters Score -2840142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2840150.000000 Penalty: 3012.719482
	Iteration 55Q: 3 clusters Score -2840150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2840152.750000 Penalty: 3012.719482
	Iteration 56Q: 3 clusters Score -2840153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2840160.500000 Penalty: 3012.719482
	Iteration 57Q: 3 clusters Score -2840160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2840162.500000 Penalty: 3012.719482
	Iteration 58Q: 3 clusters Score -2840162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2840156.250000 Penalty: 3012.719482
	Iteration 59Q: 3 clusters Score -2840156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2840161.750000 Penalty: 3012.719482
	Iteration 60F: 3 clusters Score -2840162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2840158.750000 Penalty: 3012.719482
	Iteration 61Q: 3 clusters Score -2840159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2840167.250000 Penalty: 3012.719482
	Iteration 62Q: 3 clusters Score -2840167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2840165.000000 Penalty: 3012.719482
	Iteration 63Q: 3 clusters Score -2840165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2840168.250000 Penalty: 3012.719482
	Iteration 64Q: 3 clusters Score -2840168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2840166.500000 Penalty: 3012.719482
	Iteration 65Q: 3 clusters Score -2840166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2840166.500000 Penalty: 3012.719482
	Iteration 66F: 3 clusters Score -2840166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -701129.812500 Penalty: 1303.508789
	Iteration 0F: 2 clusters Score -701129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -696570.625000 Penalty: 2607.017578
	Iteration 0F: 3 clusters Score -696570.6 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -697978.000000 Penalty: 2607.017578
	Iteration 1F: 3 clusters Score -697978 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -698249.687500 Penalty: 2607.017578
	Iteration 2F: 3 clusters Score -698249.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -698424.125000 Penalty: 2607.017578
	Iteration 3F: 3 clusters Score -698424.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -698544.375000 Penalty: 2607.017578
	Iteration 4Q: 3 clusters Score -698544.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -698631.312500 Penalty: 2607.017578
	Iteration 5Q: 3 clusters Score -698631.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -698699.187500 Penalty: 2607.017578
	Iteration 6Q: 3 clusters Score -698699.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698748.875000 Penalty: 2607.017578
	Iteration 7Q: 3 clusters Score -698748.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -698792.437500 Penalty: 2607.017578
	Iteration 8Q: 3 clusters Score -698792.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -698835.437500 Penalty: 2607.017578
	Iteration 9Q: 3 clusters Score -698835.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -698881.937500 Penalty: 2607.017578
	Iteration 10Q: 3 clusters Score -698881.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -698927.125000 Penalty: 2607.017578
	Iteration 11Q: 3 clusters Score -698927.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -698972.125000 Penalty: 2607.017578
	Iteration 12Q: 3 clusters Score -698972.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -699021.375000 Penalty: 2607.017578
	Iteration 13Q: 3 clusters Score -699021.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -699073.125000 Penalty: 2607.017578
	Iteration 14Q: 3 clusters Score -699073.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -699124.687500 Penalty: 2607.017578
	Iteration 15Q: 3 clusters Score -699124.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -699177.750000 Penalty: 2607.017578
	Iteration 16Q: 3 clusters Score -699177.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -699228.000000 Penalty: 2607.017578
	Iteration 17Q: 3 clusters Score -699228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -699288.625000 Penalty: 2607.017578
	Iteration 18Q: 3 clusters Score -699288.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -699361.562500 Penalty: 2607.017578
	Iteration 19Q: 3 clusters Score -699361.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -699442.500000 Penalty: 2607.017578
	Iteration 20F: 3 clusters Score -699442.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -699531.500000 Penalty: 2607.017578
	Iteration 21Q: 3 clusters Score -699531.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -699625.375000 Penalty: 2607.017578
	Iteration 22Q: 3 clusters Score -699625.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -699692.937500 Penalty: 2607.017578
	Iteration 23Q: 3 clusters Score -699692.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -699752.687500 Penalty: 2607.017578
	Iteration 24Q: 3 clusters Score -699752.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -699805.250000 Penalty: 2607.017578
	Iteration 25Q: 3 clusters Score -699805.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -699862.812500 Penalty: 2607.017578
	Iteration 26Q: 3 clusters Score -699862.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -699928.750000 Penalty: 2607.017578
	Iteration 27Q: 3 clusters Score -699928.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -699987.125000 Penalty: 2607.017578
	Iteration 28Q: 3 clusters Score -699987.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -700034.687500 Penalty: 2607.017578
	Iteration 29Q: 3 clusters Score -700034.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -700075.625000 Penalty: 2607.017578
	Iteration 30Q: 3 clusters Score -700075.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -700105.187500 Penalty: 2607.017578
	Iteration 31Q: 3 clusters Score -700105.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -700124.875000 Penalty: 2607.017578
	Iteration 32Q: 3 clusters Score -700124.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -700144.875000 Penalty: 2607.017578
	Iteration 33Q: 3 clusters Score -700144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -700155.750000 Penalty: 2607.017578
	Iteration 34Q: 3 clusters Score -700155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -700167.687500 Penalty: 2607.017578
	Iteration 35Q: 3 clusters Score -700167.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -700178.250000 Penalty: 2607.017578
	Iteration 36Q: 3 clusters Score -700178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -700187.937500 Penalty: 2607.017578
	Iteration 37Q: 3 clusters Score -700187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -700195.625000 Penalty: 2607.017578
	Iteration 38Q: 3 clusters Score -700195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -700202.812500 Penalty: 2607.017578
	Iteration 39Q: 3 clusters Score -700202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -700205.437500 Penalty: 2607.017578
	Iteration 40F: 3 clusters Score -700205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -700212.875000 Penalty: 2607.017578
	Iteration 41Q: 3 clusters Score -700212.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -700222.437500 Penalty: 2607.017578
	Iteration 42Q: 3 clusters Score -700222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -700232.250000 Penalty: 2607.017578
	Iteration 43Q: 3 clusters Score -700232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -700241.750000 Penalty: 2607.017578
	Iteration 44Q: 3 clusters Score -700241.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -700250.937500 Penalty: 2607.017578
	Iteration 45Q: 3 clusters Score -700250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -700262.375000 Penalty: 2607.017578
	Iteration 46Q: 3 clusters Score -700262.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -700276.000000 Penalty: 2607.017578
	Iteration 47Q: 3 clusters Score -700276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -700284.000000 Penalty: 2607.017578
	Iteration 48Q: 3 clusters Score -700284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -700291.687500 Penalty: 2607.017578
	Iteration 49Q: 3 clusters Score -700291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -700298.062500 Penalty: 2607.017578
	Iteration 50Q: 3 clusters Score -700298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -700307.375000 Penalty: 2607.017578
	Iteration 51Q: 3 clusters Score -700307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -700313.625000 Penalty: 2607.017578
	Iteration 52Q: 3 clusters Score -700313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -700315.625000 Penalty: 2607.017578
	Iteration 53Q: 3 clusters Score -700315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -700317.312500 Penalty: 2607.017578
	Iteration 54Q: 3 clusters Score -700317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -700319.750000 Penalty: 2607.017578
	Iteration 55Q: 3 clusters Score -700319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -700321.062500 Penalty: 2607.017578
	Iteration 56Q: 3 clusters Score -700321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -700323.000000 Penalty: 2607.017578
	Iteration 57Q: 3 clusters Score -700323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -700326.812500 Penalty: 2607.017578
	Iteration 58Q: 3 clusters Score -700326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -700326.687500 Penalty: 2607.017578
	Iteration 59Q: 3 clusters Score -700326.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -700326.812500 Penalty: 2607.017578
	Iteration 60F: 3 clusters Score -700326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -700328.312500 Penalty: 2607.017578
	Iteration 61Q: 3 clusters Score -700328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -700328.812500 Penalty: 2607.017578
	Iteration 62Q: 3 clusters Score -700328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -700329.875000 Penalty: 2607.017578
	Iteration 63Q: 3 clusters Score -700329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -700332.312500 Penalty: 2607.017578
	Iteration 64Q: 3 clusters Score -700332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -700336.250000 Penalty: 2607.017578
	Iteration 65Q: 3 clusters Score -700336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -700337.875000 Penalty: 2607.017578
	Iteration 66Q: 3 clusters Score -700337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -700341.125000 Penalty: 2607.017578
	Iteration 67Q: 3 clusters Score -700341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -700341.062500 Penalty: 2607.017578
	Iteration 68Q: 3 clusters Score -700341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -700341.062500 Penalty: 2607.017578
	Iteration 69F: 3 clusters Score -700341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -1426414.625000 Penalty: 1401.084473
	Iteration 0F: 2 clusters Score -1426415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1418178.625000 Penalty: 2802.168945
	Iteration 0F: 3 clusters Score -1418179 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1420879.625000 Penalty: 2802.168945
	Iteration 1F: 3 clusters Score -1420880 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1421167.375000 Penalty: 2802.168945
	Iteration 2F: 3 clusters Score -1421167 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1421374.750000 Penalty: 2802.168945
	Iteration 3Q: 3 clusters Score -1421375 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1421553.750000 Penalty: 2802.168945
	Iteration 4Q: 3 clusters Score -1421554 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1421696.750000 Penalty: 2802.168945
	Iteration 5Q: 3 clusters Score -1421697 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1421824.250000 Penalty: 2802.168945
	Iteration 6Q: 3 clusters Score -1421824 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1421963.500000 Penalty: 2802.168945
	Iteration 7Q: 3 clusters Score -1421964 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1422107.625000 Penalty: 2802.168945
	Iteration 8Q: 3 clusters Score -1422108 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1422288.375000 Penalty: 2802.168945
	Iteration 9Q: 3 clusters Score -1422288 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1422475.250000 Penalty: 2802.168945
	Iteration 10Q: 3 clusters Score -1422475 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1422710.375000 Penalty: 2802.168945
	Iteration 11Q: 3 clusters Score -1422710 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1422965.000000 Penalty: 2802.168945
	Iteration 12Q: 3 clusters Score -1422965 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1423261.375000 Penalty: 2802.168945
	Iteration 13Q: 3 clusters Score -1423261 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1423606.500000 Penalty: 2802.168945
	Iteration 14Q: 3 clusters Score -1423606 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1423991.250000 Penalty: 2802.168945
	Iteration 15Q: 3 clusters Score -1423991 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1424369.750000 Penalty: 2802.168945
	Iteration 16Q: 3 clusters Score -1424370 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1424642.625000 Penalty: 2802.168945
	Iteration 17Q: 3 clusters Score -1424643 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1424879.875000 Penalty: 2802.168945
	Iteration 18Q: 3 clusters Score -1424880 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1425029.125000 Penalty: 2802.168945
	Iteration 19Q: 3 clusters Score -1425029 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1425124.750000 Penalty: 2802.168945
	Iteration 20F: 3 clusters Score -1425125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1425216.875000 Penalty: 2802.168945
	Iteration 21Q: 3 clusters Score -1425217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1425278.500000 Penalty: 2802.168945
	Iteration 22Q: 3 clusters Score -1425278 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1425319.750000 Penalty: 2802.168945
	Iteration 23Q: 3 clusters Score -1425320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1425355.125000 Penalty: 2802.168945
	Iteration 24Q: 3 clusters Score -1425355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1425382.625000 Penalty: 2802.168945
	Iteration 25Q: 3 clusters Score -1425383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1425400.625000 Penalty: 2802.168945
	Iteration 26Q: 3 clusters Score -1425401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1425415.625000 Penalty: 2802.168945
	Iteration 27Q: 3 clusters Score -1425416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1425429.250000 Penalty: 2802.168945
	Iteration 28Q: 3 clusters Score -1425429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1425437.125000 Penalty: 2802.168945
	Iteration 29Q: 3 clusters Score -1425437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1425440.250000 Penalty: 2802.168945
	Iteration 30Q: 3 clusters Score -1425440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1425441.875000 Penalty: 2802.168945
	Iteration 31Q: 3 clusters Score -1425442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1425445.375000 Penalty: 2802.168945
	Iteration 32Q: 3 clusters Score -1425445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1425446.625000 Penalty: 2802.168945
	Iteration 33Q: 3 clusters Score -1425447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1425445.125000 Penalty: 2802.168945
	Iteration 34Q: 3 clusters Score -1425445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1425448.250000 Penalty: 2802.168945
	Iteration 35Q: 3 clusters Score -1425448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1425448.250000 Penalty: 2802.168945
	Iteration 36F: 3 clusters Score -1425448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17902.421875 Penalty: 843.164307
	Iteration 0F: 2 clusters Score -17902.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17199.871094 Penalty: 1686.328613
	Iteration 0F: 3 clusters Score -17199.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17344.281250 Penalty: 1686.328613
	Iteration 1F: 3 clusters Score -17344.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17385.744141 Penalty: 1686.328613
	Iteration 2Q: 3 clusters Score -17385.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17400.679688 Penalty: 1686.328613
	Iteration 3Q: 3 clusters Score -17400.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17413.384766 Penalty: 1686.328613
	Iteration 4Q: 3 clusters Score -17413.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17423.212891 Penalty: 1686.328613
	Iteration 5Q: 3 clusters Score -17423.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17438.894531 Penalty: 1686.328613
	Iteration 6Q: 3 clusters Score -17438.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17450.621094 Penalty: 1686.328613
	Iteration 7Q: 3 clusters Score -17450.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17467.769531 Penalty: 1686.328613
	Iteration 8Q: 3 clusters Score -17467.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17485.376953 Penalty: 1686.328613
	Iteration 9Q: 3 clusters Score -17485.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17494.509766 Penalty: 1686.328613
	Iteration 10Q: 3 clusters Score -17494.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17503.798828 Penalty: 1686.328613
	Iteration 11Q: 3 clusters Score -17503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17503.798828 Penalty: 1686.328613
	Iteration 12F: 3 clusters Score -17503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Entering Unmasked Estep 
Score: -3490998.250000 Penalty: 1540.255859
	Iteration 0F: 2 clusters Score -3490998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3470647.000000 Penalty: 3080.511719
	Iteration 0F: 3 clusters Score -3470647 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3478560.250000 Penalty: 3080.511719
	Iteration 1F: 3 clusters Score -3478560 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3479183.750000 Penalty: 3080.511719
	Iteration 2F: 3 clusters Score -3479184 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3479799.000000 Penalty: 3080.511719
	Iteration 3Q: 3 clusters Score -3479799 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3480454.000000 Penalty: 3080.511719
	Iteration 4Q: 3 clusters Score -3480454 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3481231.250000 Penalty: 3080.511719
	Iteration 5Q: 3 clusters Score -3481231 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3482088.500000 Penalty: 3080.511719
	Iteration 6Q: 3 clusters Score -3482088 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3483108.500000 Penalty: 3080.511719
	Iteration 7Q: 3 clusters Score -3483108 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3484158.500000 Penalty: 3080.511719
	Iteration 8F: 3 clusters Score -3484158 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3485035.500000 Penalty: 3080.511719
	Iteration 9Q: 3 clusters Score -3485036 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3485662.500000 Penalty: 3080.511719
	Iteration 10Q: 3 clusters Score -3485662 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3486020.000000 Penalty: 3080.511719
	Iteration 11Q: 3 clusters Score -3486020 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3486178.500000 Penalty: 3080.511719
	Iteration 12Q: 3 clusters Score -3486178 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3486296.000000 Penalty: 3080.511719
	Iteration 13Q: 3 clusters Score -3486296 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3486349.750000 Penalty: 3080.511719
	Iteration 14Q: 3 clusters Score -3486350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3486411.000000 Penalty: 3080.511719
	Iteration 15Q: 3 clusters Score -3486411 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3486450.500000 Penalty: 3080.511719
	Iteration 16Q: 3 clusters Score -3486450 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3486487.000000 Penalty: 3080.511719
	Iteration 17Q: 3 clusters Score -3486487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3486531.500000 Penalty: 3080.511719
	Iteration 18Q: 3 clusters Score -3486532 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3486560.500000 Penalty: 3080.511719
	Iteration 19Q: 3 clusters Score -3486560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3486587.750000 Penalty: 3080.511719
	Iteration 20F: 3 clusters Score -3486588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3486619.500000 Penalty: 3080.511719
	Iteration 21Q: 3 clusters Score -3486620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3486659.750000 Penalty: 3080.511719
	Iteration 22Q: 3 clusters Score -3486660 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3486711.000000 Penalty: 3080.511719
	Iteration 23Q: 3 clusters Score -3486711 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3486750.000000 Penalty: 3080.511719
	Iteration 24Q: 3 clusters Score -3486750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3486764.000000 Penalty: 3080.511719
	Iteration 25Q: 3 clusters Score -3486764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3486800.750000 Penalty: 3080.511719
	Iteration 26Q: 3 clusters Score -3486801 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3486810.250000 Penalty: 3080.511719
	Iteration 27Q: 3 clusters Score -3486810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3486865.000000 Penalty: 3080.511719
	Iteration 28Q: 3 clusters Score -3486865 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3486893.500000 Penalty: 3080.511719
	Iteration 29Q: 3 clusters Score -3486894 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3486928.500000 Penalty: 3080.511719
	Iteration 30Q: 3 clusters Score -3486928 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3486958.250000 Penalty: 3080.511719
	Iteration 31Q: 3 clusters Score -3486958 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3486991.500000 Penalty: 3080.511719
	Iteration 32Q: 3 clusters Score -3486992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3487046.000000 Penalty: 3080.511719
	Iteration 33Q: 3 clusters Score -3487046 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3487091.250000 Penalty: 3080.511719
	Iteration 34Q: 3 clusters Score -3487091 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3487141.000000 Penalty: 3080.511719
	Iteration 35Q: 3 clusters Score -3487141 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3487242.000000 Penalty: 3080.511719
	Iteration 36Q: 3 clusters Score -3487242 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3487339.000000 Penalty: 3080.511719
	Iteration 37Q: 3 clusters Score -3487339 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3487451.000000 Penalty: 3080.511719
	Iteration 38Q: 3 clusters Score -3487451 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3487593.250000 Penalty: 3080.511719
	Iteration 39Q: 3 clusters Score -3487593 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3487753.250000 Penalty: 3080.511719
	Iteration 40F: 3 clusters Score -3487753 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3487906.500000 Penalty: 3080.511719
	Iteration 41Q: 3 clusters Score -3487906 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3488046.250000 Penalty: 3080.511719
	Iteration 42Q: 3 clusters Score -3488046 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3488193.250000 Penalty: 3080.511719
	Iteration 43Q: 3 clusters Score -3488193 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3488321.000000 Penalty: 3080.511719
	Iteration 44Q: 3 clusters Score -3488321 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3488441.250000 Penalty: 3080.511719
	Iteration 45Q: 3 clusters Score -3488441 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3488533.750000 Penalty: 3080.511719
	Iteration 46Q: 3 clusters Score -3488534 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3488615.000000 Penalty: 3080.511719
	Iteration 47Q: 3 clusters Score -3488615 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3488676.000000 Penalty: 3080.511719
	Iteration 48Q: 3 clusters Score -3488676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3488725.250000 Penalty: 3080.511719
	Iteration 49Q: 3 clusters Score -3488725 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3488765.250000 Penalty: 3080.511719
	Iteration 50Q: 3 clusters Score -3488765 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3488810.250000 Penalty: 3080.511719
	Iteration 51Q: 3 clusters Score -3488810 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3488858.000000 Penalty: 3080.511719
	Iteration 52Q: 3 clusters Score -3488858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3488894.500000 Penalty: 3080.511719
	Iteration 53Q: 3 clusters Score -3488894 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3488929.250000 Penalty: 3080.511719
	Iteration 54Q: 3 clusters Score -3488929 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3488975.500000 Penalty: 3080.511719
	Iteration 55Q: 3 clusters Score -3488976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3488995.250000 Penalty: 3080.511719
	Iteration 56Q: 3 clusters Score -3488995 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3489005.500000 Penalty: 3080.511719
	Iteration 57Q: 3 clusters Score -3489006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3489029.750000 Penalty: 3080.511719
	Iteration 58Q: 3 clusters Score -3489030 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3489072.250000 Penalty: 3080.511719
	Iteration 59Q: 3 clusters Score -3489072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3489097.500000 Penalty: 3080.511719
	Iteration 60F: 3 clusters Score -3489098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3489097.500000 Penalty: 3080.511719
	Iteration 61Q: 3 clusters Score -3489098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3489123.750000 Penalty: 3080.511719
	Iteration 62Q: 3 clusters Score -3489124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3489129.000000 Penalty: 3080.511719
	Iteration 63Q: 3 clusters Score -3489129 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3489166.500000 Penalty: 3080.511719
	Iteration 64Q: 3 clusters Score -3489166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3489185.750000 Penalty: 3080.511719
	Iteration 65Q: 3 clusters Score -3489186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3489205.500000 Penalty: 3080.511719
	Iteration 66Q: 3 clusters Score -3489206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3489220.250000 Penalty: 3080.511719
	Iteration 67Q: 3 clusters Score -3489220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3489244.750000 Penalty: 3080.511719
	Iteration 68Q: 3 clusters Score -3489245 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3489263.500000 Penalty: 3080.511719
	Iteration 69Q: 3 clusters Score -3489264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3489278.000000 Penalty: 3080.511719
	Iteration 70Q: 3 clusters Score -3489278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3489304.000000 Penalty: 3080.511719
	Iteration 71Q: 3 clusters Score -3489304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3489323.250000 Penalty: 3080.511719
	Iteration 72Q: 3 clusters Score -3489323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3489344.000000 Penalty: 3080.511719
	Iteration 73Q: 3 clusters Score -3489344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3489365.750000 Penalty: 3080.511719
	Iteration 74Q: 3 clusters Score -3489366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3489388.250000 Penalty: 3080.511719
	Iteration 75Q: 3 clusters Score -3489388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3489408.750000 Penalty: 3080.511719
	Iteration 76Q: 3 clusters Score -3489409 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3489425.250000 Penalty: 3080.511719
	Iteration 77Q: 3 clusters Score -3489425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3489450.250000 Penalty: 3080.511719
	Iteration 78Q: 3 clusters Score -3489450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3489462.750000 Penalty: 3080.511719
	Iteration 79Q: 3 clusters Score -3489463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3489491.250000 Penalty: 3080.511719
	Iteration 80F: 3 clusters Score -3489491 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3489514.500000 Penalty: 3080.511719
	Iteration 81Q: 3 clusters Score -3489514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3489558.750000 Penalty: 3080.511719
	Iteration 82Q: 3 clusters Score -3489559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3489578.000000 Penalty: 3080.511719
	Iteration 83Q: 3 clusters Score -3489578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3489608.250000 Penalty: 3080.511719
	Iteration 84Q: 3 clusters Score -3489608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3489617.500000 Penalty: 3080.511719
	Iteration 85Q: 3 clusters Score -3489618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3489627.250000 Penalty: 3080.511719
	Iteration 86Q: 3 clusters Score -3489627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3489647.500000 Penalty: 3080.511719
	Iteration 87Q: 3 clusters Score -3489648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3489667.250000 Penalty: 3080.511719
	Iteration 88Q: 3 clusters Score -3489667 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3489681.750000 Penalty: 3080.511719
	Iteration 89Q: 3 clusters Score -3489682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3489703.000000 Penalty: 3080.511719
	Iteration 90Q: 3 clusters Score -3489703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3489721.000000 Penalty: 3080.511719
	Iteration 91Q: 3 clusters Score -3489721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3489735.250000 Penalty: 3080.511719
	Iteration 92Q: 3 clusters Score -3489735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3489737.000000 Penalty: 3080.511719
	Iteration 93Q: 3 clusters Score -3489737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3489747.750000 Penalty: 3080.511719
	Iteration 94Q: 3 clusters Score -3489748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3489760.750000 Penalty: 3080.511719
	Iteration 95Q: 3 clusters Score -3489761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3489768.250000 Penalty: 3080.511719
	Iteration 96Q: 3 clusters Score -3489768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3489781.500000 Penalty: 3080.511719
	Iteration 97Q: 3 clusters Score -3489782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3489779.500000 Penalty: 3080.511719
	Iteration 98Q: 3 clusters Score -3489780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3489789.000000 Penalty: 3080.511719
	Iteration 99Q: 3 clusters Score -3489789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3489803.750000 Penalty: 3080.511719
	Iteration 100F: 3 clusters Score -3489804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3489808.000000 Penalty: 3080.511719
	Iteration 101Q: 3 clusters Score -3489808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3489806.250000 Penalty: 3080.511719
	Iteration 102Q: 3 clusters Score -3489806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3489814.750000 Penalty: 3080.511719
	Iteration 103Q: 3 clusters Score -3489815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3489817.750000 Penalty: 3080.511719
	Iteration 104Q: 3 clusters Score -3489818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3489830.250000 Penalty: 3080.511719
	Iteration 105Q: 3 clusters Score -3489830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3489837.000000 Penalty: 3080.511719
	Iteration 106Q: 3 clusters Score -3489837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3489841.000000 Penalty: 3080.511719
	Iteration 107Q: 3 clusters Score -3489841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3489840.250000 Penalty: 3080.511719
	Iteration 108Q: 3 clusters Score -3489840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3489854.000000 Penalty: 3080.511719
	Iteration 109Q: 3 clusters Score -3489854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3489875.750000 Penalty: 3080.511719
	Iteration 110Q: 3 clusters Score -3489876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3489880.000000 Penalty: 3080.511719
	Iteration 111Q: 3 clusters Score -3489880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3489876.750000 Penalty: 3080.511719
	Iteration 112Q: 3 clusters Score -3489877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3489881.000000 Penalty: 3080.511719
	Iteration 113Q: 3 clusters Score -3489881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3489880.000000 Penalty: 3080.511719
	Iteration 114Q: 3 clusters Score -3489880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3489883.500000 Penalty: 3080.511719
	Iteration 115Q: 3 clusters Score -3489884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3489889.250000 Penalty: 3080.511719
	Iteration 116Q: 3 clusters Score -3489889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3489892.250000 Penalty: 3080.511719
	Iteration 117Q: 3 clusters Score -3489892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3489893.000000 Penalty: 3080.511719
	Iteration 118Q: 3 clusters Score -3489893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3489895.250000 Penalty: 3080.511719
	Iteration 119Q: 3 clusters Score -3489895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3489899.750000 Penalty: 3080.511719
	Iteration 120F: 3 clusters Score -3489900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3489900.000000 Penalty: 3080.511719
	Iteration 121Q: 3 clusters Score -3489900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3489901.750000 Penalty: 3080.511719
	Iteration 122Q: 3 clusters Score -3489902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3489902.500000 Penalty: 3080.511719
	Iteration 123Q: 3 clusters Score -3489902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3489904.000000 Penalty: 3080.511719
	Iteration 124Q: 3 clusters Score -3489904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3489905.500000 Penalty: 3080.511719
	Iteration 125Q: 3 clusters Score -3489906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3489905.500000 Penalty: 3080.511719
	Iteration 126Q: 3 clusters Score -3489906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3489914.250000 Penalty: 3080.511719
	Iteration 127Q: 3 clusters Score -3489914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3489916.750000 Penalty: 3080.511719
	Iteration 128Q: 3 clusters Score -3489917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3489928.500000 Penalty: 3080.511719
	Iteration 129Q: 3 clusters Score -3489928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3489925.000000 Penalty: 3080.511719
	Iteration 130Q: 3 clusters Score -3489925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3489931.000000 Penalty: 3080.511719
	Iteration 131Q: 3 clusters Score -3489931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3489931.500000 Penalty: 3080.511719
	Iteration 132Q: 3 clusters Score -3489932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3489934.000000 Penalty: 3080.511719
	Iteration 133Q: 3 clusters Score -3489934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3489936.000000 Penalty: 3080.511719
	Iteration 134Q: 3 clusters Score -3489936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3489942.500000 Penalty: 3080.511719
	Iteration 135Q: 3 clusters Score -3489942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3489947.250000 Penalty: 3080.511719
	Iteration 136Q: 3 clusters Score -3489947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3489949.250000 Penalty: 3080.511719
	Iteration 137Q: 3 clusters Score -3489949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3489954.750000 Penalty: 3080.511719
	Iteration 138Q: 3 clusters Score -3489955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3489948.500000 Penalty: 3080.511719
	Iteration 139Q: 3 clusters Score -3489948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3489959.750000 Penalty: 3080.511719
	Iteration 140F: 3 clusters Score -3489960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3489967.000000 Penalty: 3080.511719
	Iteration 141Q: 3 clusters Score -3489967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3489961.000000 Penalty: 3080.511719
	Iteration 142Q: 3 clusters Score -3489961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3489965.500000 Penalty: 3080.511719
	Iteration 143Q: 3 clusters Score -3489966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3489969.750000 Penalty: 3080.511719
	Iteration 144Q: 3 clusters Score -3489970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3489972.750000 Penalty: 3080.511719
	Iteration 145Q: 3 clusters Score -3489973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3489974.250000 Penalty: 3080.511719
	Iteration 146Q: 3 clusters Score -3489974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3489970.500000 Penalty: 3080.511719
	Iteration 147Q: 3 clusters Score -3489970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3489966.250000 Penalty: 3080.511719
	Iteration 148Q: 3 clusters Score -3489966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3489967.750000 Penalty: 3080.511719
	Iteration 149Q: 3 clusters Score -3489968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3489971.000000 Penalty: 3080.511719
	Iteration 150Q: 3 clusters Score -3489971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3489972.000000 Penalty: 3080.511719
	Iteration 151Q: 3 clusters Score -3489972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3489972.750000 Penalty: 3080.511719
	Iteration 152Q: 3 clusters Score -3489973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3489976.500000 Penalty: 3080.511719
	Iteration 153Q: 3 clusters Score -3489976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3489978.250000 Penalty: 3080.511719
	Iteration 154Q: 3 clusters Score -3489978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3489987.500000 Penalty: 3080.511719
	Iteration 155Q: 3 clusters Score -3489988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3489994.750000 Penalty: 3080.511719
	Iteration 156Q: 3 clusters Score -3489995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3489993.250000 Penalty: 3080.511719
	Iteration 157Q: 3 clusters Score -3489993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3489996.750000 Penalty: 3080.511719
	Iteration 158Q: 3 clusters Score -3489997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3490000.250000 Penalty: 3080.511719
	Iteration 159Q: 3 clusters Score -3490000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3490002.750000 Penalty: 3080.511719
	Iteration 160F: 3 clusters Score -3490003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3490001.000000 Penalty: 3080.511719
	Iteration 161Q: 3 clusters Score -3490001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3490006.750000 Penalty: 3080.511719
	Iteration 162Q: 3 clusters Score -3490007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3490006.000000 Penalty: 3080.511719
	Iteration 163Q: 3 clusters Score -3490006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3490006.000000 Penalty: 3080.511719
	Iteration 164Q: 3 clusters Score -3490006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3490006.000000 Penalty: 3080.511719
	Iteration 165F: 3 clusters Score -3490006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (26725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Entering Unmasked Estep 
Score: -3129519.500000 Penalty: 1516.771240
	Iteration 0F: 2 clusters Score -3129520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3112137.500000 Penalty: 3033.542480
	Iteration 0F: 3 clusters Score -3112138 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3118608.000000 Penalty: 3033.542480
	Iteration 1F: 3 clusters Score -3118608 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3119076.500000 Penalty: 3033.542480
	Iteration 2Q: 3 clusters Score -3119076 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3119462.750000 Penalty: 3033.542480
	Iteration 3Q: 3 clusters Score -3119463 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3119802.500000 Penalty: 3033.542480
	Iteration 4Q: 3 clusters Score -3119802 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3120098.000000 Penalty: 3033.542480
	Iteration 5Q: 3 clusters Score -3120098 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3120454.000000 Penalty: 3033.542480
	Iteration 6Q: 3 clusters Score -3120454 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3120836.000000 Penalty: 3033.542480
	Iteration 7Q: 3 clusters Score -3120836 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3121248.500000 Penalty: 3033.542480
	Iteration 8Q: 3 clusters Score -3121248 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3121738.500000 Penalty: 3033.542480
	Iteration 9Q: 3 clusters Score -3121738 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3122295.250000 Penalty: 3033.542480
	Iteration 10Q: 3 clusters Score -3122295 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3122924.750000 Penalty: 3033.542480
	Iteration 11Q: 3 clusters Score -3122925 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3123625.000000 Penalty: 3033.542480
	Iteration 12Q: 3 clusters Score -3123625 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3124367.500000 Penalty: 3033.542480
	Iteration 13Q: 3 clusters Score -3124368 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3125143.750000 Penalty: 3033.542480
	Iteration 14Q: 3 clusters Score -3125144 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3125880.000000 Penalty: 3033.542480
	Iteration 15Q: 3 clusters Score -3125880 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3126553.250000 Penalty: 3033.542480
	Iteration 16Q: 3 clusters Score -3126553 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3127093.500000 Penalty: 3033.542480
	Iteration 17Q: 3 clusters Score -3127094 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3127497.250000 Penalty: 3033.542480
	Iteration 18Q: 3 clusters Score -3127497 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3127744.500000 Penalty: 3033.542480
	Iteration 19Q: 3 clusters Score -3127744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3127908.500000 Penalty: 3033.542480
	Iteration 20F: 3 clusters Score -3127908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3128040.250000 Penalty: 3033.542480
	Iteration 21Q: 3 clusters Score -3128040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3128106.000000 Penalty: 3033.542480
	Iteration 22Q: 3 clusters Score -3128106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3128162.500000 Penalty: 3033.542480
	Iteration 23Q: 3 clusters Score -3128162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3128200.750000 Penalty: 3033.542480
	Iteration 24Q: 3 clusters Score -3128201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3128235.250000 Penalty: 3033.542480
	Iteration 25Q: 3 clusters Score -3128235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3128253.750000 Penalty: 3033.542480
	Iteration 26Q: 3 clusters Score -3128254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3128269.750000 Penalty: 3033.542480
	Iteration 27Q: 3 clusters Score -3128270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3128275.000000 Penalty: 3033.542480
	Iteration 28Q: 3 clusters Score -3128275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3128277.000000 Penalty: 3033.542480
	Iteration 29Q: 3 clusters Score -3128277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3128279.250000 Penalty: 3033.542480
	Iteration 30Q: 3 clusters Score -3128279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3128281.500000 Penalty: 3033.542480
	Iteration 31Q: 3 clusters Score -3128282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3128287.500000 Penalty: 3033.542480
	Iteration 32Q: 3 clusters Score -3128288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3128294.750000 Penalty: 3033.542480
	Iteration 33Q: 3 clusters Score -3128295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3128296.500000 Penalty: 3033.542480
	Iteration 34Q: 3 clusters Score -3128296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3128296.500000 Penalty: 3033.542480
	Iteration 35F: 3 clusters Score -3128296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (67074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Entering Unmasked Estep 
Score: -7865423.500000 Penalty: 1653.696533
	Iteration 0F: 2 clusters Score -7865424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -7821998.500000 Penalty: 3307.393066
	Iteration 0F: 3 clusters Score -7821998 nChanged 31148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -7839684.500000 Penalty: 3307.393066
	Iteration 1F: 3 clusters Score -7839684 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -7840661.500000 Penalty: 3307.393066
	Iteration 2Q: 3 clusters Score -7840662 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -7842085.500000 Penalty: 3307.393066
	Iteration 3Q: 3 clusters Score -7842086 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -7844267.000000 Penalty: 3307.393066
	Iteration 4F: 3 clusters Score -7844267 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7847364.000000 Penalty: 3307.393066
	Iteration 5F: 3 clusters Score -7847364 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -7851261.000000 Penalty: 3307.393066
	Iteration 6F: 3 clusters Score -7851261 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -7855168.500000 Penalty: 3307.393066
	Iteration 7F: 3 clusters Score -7855168 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -7858710.500000 Penalty: 3307.393066
	Iteration 8F: 3 clusters Score -7858710 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7861213.000000 Penalty: 3307.393066
	Iteration 9Q: 3 clusters Score -7861213 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7862665.500000 Penalty: 3307.393066
	Iteration 10Q: 3 clusters Score -7862666 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7863389.500000 Penalty: 3307.393066
	Iteration 11Q: 3 clusters Score -7863390 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7863712.500000 Penalty: 3307.393066
	Iteration 12Q: 3 clusters Score -7863712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7863856.500000 Penalty: 3307.393066
	Iteration 13Q: 3 clusters Score -7863856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7863932.000000 Penalty: 3307.393066
	Iteration 14Q: 3 clusters Score -7863932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7863988.500000 Penalty: 3307.393066
	Iteration 15Q: 3 clusters Score -7863988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7864026.000000 Penalty: 3307.393066
	Iteration 16Q: 3 clusters Score -7864026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7864063.500000 Penalty: 3307.393066
	Iteration 17Q: 3 clusters Score -7864064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7864094.500000 Penalty: 3307.393066
	Iteration 18Q: 3 clusters Score -7864094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7864119.500000 Penalty: 3307.393066
	Iteration 19Q: 3 clusters Score -7864120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7864119.500000 Penalty: 3307.393066
	Iteration 20F: 3 clusters Score -7864120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7864129.000000 Penalty: 3307.393066
	Iteration 21Q: 3 clusters Score -7864129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7864131.500000 Penalty: 3307.393066
	Iteration 22Q: 3 clusters Score -7864132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7864129.000000 Penalty: 3307.393066
	Iteration 23Q: 3 clusters Score -7864129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7864143.500000 Penalty: 3307.393066
	Iteration 24Q: 3 clusters Score -7864144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7864144.500000 Penalty: 3307.393066
	Iteration 25Q: 3 clusters Score -7864144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7864150.000000 Penalty: 3307.393066
	Iteration 26Q: 3 clusters Score -7864150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7864156.000000 Penalty: 3307.393066
	Iteration 27Q: 3 clusters Score -7864156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7864164.000000 Penalty: 3307.393066
	Iteration 28Q: 3 clusters Score -7864164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7864169.500000 Penalty: 3307.393066
	Iteration 29Q: 3 clusters Score -7864170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7864179.500000 Penalty: 3307.393066
	Iteration 30Q: 3 clusters Score -7864180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7864178.500000 Penalty: 3307.393066
	Iteration 31Q: 3 clusters Score -7864178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7864184.000000 Penalty: 3307.393066
	Iteration 32Q: 3 clusters Score -7864184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7864186.500000 Penalty: 3307.393066
	Iteration 33Q: 3 clusters Score -7864186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7864192.000000 Penalty: 3307.393066
	Iteration 34Q: 3 clusters Score -7864192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7864191.500000 Penalty: 3307.393066
	Iteration 35Q: 3 clusters Score -7864192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7864196.500000 Penalty: 3307.393066
	Iteration 36Q: 3 clusters Score -7864196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7864196.500000 Penalty: 3307.393066
	Iteration 37F: 3 clusters Score -7864196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -447381.062500 Penalty: 1235.118652
	Iteration 0F: 2 clusters Score -447381.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -444299.218750 Penalty: 2470.237305
	Iteration 0F: 3 clusters Score -444299.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -445128.500000 Penalty: 2470.237305
	Iteration 1F: 3 clusters Score -445128.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -445278.625000 Penalty: 2470.237305
	Iteration 2F: 3 clusters Score -445278.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -445373.093750 Penalty: 2470.237305
	Iteration 3Q: 3 clusters Score -445373.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -445424.125000 Penalty: 2470.237305
	Iteration 4Q: 3 clusters Score -445424.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -445462.562500 Penalty: 2470.237305
	Iteration 5Q: 3 clusters Score -445462.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -445493.562500 Penalty: 2470.237305
	Iteration 6Q: 3 clusters Score -445493.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -445515.812500 Penalty: 2470.237305
	Iteration 7Q: 3 clusters Score -445515.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -445530.625000 Penalty: 2470.237305
	Iteration 8Q: 3 clusters Score -445530.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -445544.593750 Penalty: 2470.237305
	Iteration 9Q: 3 clusters Score -445544.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -445560.937500 Penalty: 2470.237305
	Iteration 10Q: 3 clusters Score -445560.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -445575.250000 Penalty: 2470.237305
	Iteration 11Q: 3 clusters Score -445575.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -445593.781250 Penalty: 2470.237305
	Iteration 12Q: 3 clusters Score -445593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -445609.000000 Penalty: 2470.237305
	Iteration 13Q: 3 clusters Score -445609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -445624.906250 Penalty: 2470.237305
	Iteration 14Q: 3 clusters Score -445624.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -445635.750000 Penalty: 2470.237305
	Iteration 15Q: 3 clusters Score -445635.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -445645.906250 Penalty: 2470.237305
	Iteration 16Q: 3 clusters Score -445645.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -445655.625000 Penalty: 2470.237305
	Iteration 17Q: 3 clusters Score -445655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -445666.000000 Penalty: 2470.237305
	Iteration 18Q: 3 clusters Score -445666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -445675.531250 Penalty: 2470.237305
	Iteration 19Q: 3 clusters Score -445675.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -445687.062500 Penalty: 2470.237305
	Iteration 20F: 3 clusters Score -445687.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -445695.937500 Penalty: 2470.237305
	Iteration 21Q: 3 clusters Score -445695.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445700.187500 Penalty: 2470.237305
	Iteration 22Q: 3 clusters Score -445700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -445704.843750 Penalty: 2470.237305
	Iteration 23Q: 3 clusters Score -445704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -445706.250000 Penalty: 2470.237305
	Iteration 24Q: 3 clusters Score -445706.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -445709.375000 Penalty: 2470.237305
	Iteration 25Q: 3 clusters Score -445709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -445710.750000 Penalty: 2470.237305
	Iteration 26Q: 3 clusters Score -445710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -445713.750000 Penalty: 2470.237305
	Iteration 27Q: 3 clusters Score -445713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -445716.250000 Penalty: 2470.237305
	Iteration 28Q: 3 clusters Score -445716.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -445717.406250 Penalty: 2470.237305
	Iteration 29Q: 3 clusters Score -445717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -445720.000000 Penalty: 2470.237305
	Iteration 30Q: 3 clusters Score -445720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -445726.031250 Penalty: 2470.237305
	Iteration 31Q: 3 clusters Score -445726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -445734.125000 Penalty: 2470.237305
	Iteration 32Q: 3 clusters Score -445734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -445742.500000 Penalty: 2470.237305
	Iteration 33Q: 3 clusters Score -445742.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -445747.875000 Penalty: 2470.237305
	Iteration 34Q: 3 clusters Score -445747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -445754.781250 Penalty: 2470.237305
	Iteration 35Q: 3 clusters Score -445754.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -445762.531250 Penalty: 2470.237305
	Iteration 36Q: 3 clusters Score -445762.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -445772.500000 Penalty: 2470.237305
	Iteration 37Q: 3 clusters Score -445772.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -445779.031250 Penalty: 2470.237305
	Iteration 38Q: 3 clusters Score -445779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -445785.343750 Penalty: 2470.237305
	Iteration 39Q: 3 clusters Score -445785.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -445791.687500 Penalty: 2470.237305
	Iteration 40F: 3 clusters Score -445791.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -445798.625000 Penalty: 2470.237305
	Iteration 41Q: 3 clusters Score -445798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -445803.625000 Penalty: 2470.237305
	Iteration 42Q: 3 clusters Score -445803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -445809.968750 Penalty: 2470.237305
	Iteration 43Q: 3 clusters Score -445810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -445814.875000 Penalty: 2470.237305
	Iteration 44Q: 3 clusters Score -445814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -445819.531250 Penalty: 2470.237305
	Iteration 45Q: 3 clusters Score -445819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -445822.843750 Penalty: 2470.237305
	Iteration 46Q: 3 clusters Score -445822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -445827.218750 Penalty: 2470.237305
	Iteration 47Q: 3 clusters Score -445827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -445829.656250 Penalty: 2470.237305
	Iteration 48Q: 3 clusters Score -445829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445833.375000 Penalty: 2470.237305
	Iteration 49Q: 3 clusters Score -445833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -445837.375000 Penalty: 2470.237305
	Iteration 50Q: 3 clusters Score -445837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -445841.625000 Penalty: 2470.237305
	Iteration 51Q: 3 clusters Score -445841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -445844.906250 Penalty: 2470.237305
	Iteration 52Q: 3 clusters Score -445844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -445847.593750 Penalty: 2470.237305
	Iteration 53Q: 3 clusters Score -445847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -445852.562500 Penalty: 2470.237305
	Iteration 54Q: 3 clusters Score -445852.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -445855.750000 Penalty: 2470.237305
	Iteration 55Q: 3 clusters Score -445855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -445860.156250 Penalty: 2470.237305
	Iteration 56Q: 3 clusters Score -445860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -445862.406250 Penalty: 2470.237305
	Iteration 57Q: 3 clusters Score -445862.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -445865.781250 Penalty: 2470.237305
	Iteration 58Q: 3 clusters Score -445865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -445872.187500 Penalty: 2470.237305
	Iteration 59Q: 3 clusters Score -445872.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -445878.812500 Penalty: 2470.237305
	Iteration 60F: 3 clusters Score -445878.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -445883.031250 Penalty: 2470.237305
	Iteration 61Q: 3 clusters Score -445883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -445885.625000 Penalty: 2470.237305
	Iteration 62Q: 3 clusters Score -445885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -445888.593750 Penalty: 2470.237305
	Iteration 63Q: 3 clusters Score -445888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -445893.750000 Penalty: 2470.237305
	Iteration 64Q: 3 clusters Score -445893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -445899.312500 Penalty: 2470.237305
	Iteration 65Q: 3 clusters Score -445899.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -445905.125000 Penalty: 2470.237305
	Iteration 66Q: 3 clusters Score -445905.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -445913.156250 Penalty: 2470.237305
	Iteration 67Q: 3 clusters Score -445913.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -445920.281250 Penalty: 2470.237305
	Iteration 68Q: 3 clusters Score -445920.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -445927.656250 Penalty: 2470.237305
	Iteration 69Q: 3 clusters Score -445927.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -445937.156250 Penalty: 2470.237305
	Iteration 70Q: 3 clusters Score -445937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -445945.843750 Penalty: 2470.237305
	Iteration 71Q: 3 clusters Score -445945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -445954.281250 Penalty: 2470.237305
	Iteration 72Q: 3 clusters Score -445954.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -445964.687500 Penalty: 2470.237305
	Iteration 73Q: 3 clusters Score -445964.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -445972.000000 Penalty: 2470.237305
	Iteration 74Q: 3 clusters Score -445972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -445983.093750 Penalty: 2470.237305
	Iteration 75Q: 3 clusters Score -445983.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -445997.687500 Penalty: 2470.237305
	Iteration 76Q: 3 clusters Score -445997.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -446006.343750 Penalty: 2470.237305
	Iteration 77Q: 3 clusters Score -446006.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -446013.625000 Penalty: 2470.237305
	Iteration 78Q: 3 clusters Score -446013.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -446019.843750 Penalty: 2470.237305
	Iteration 79Q: 3 clusters Score -446019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -446029.343750 Penalty: 2470.237305
	Iteration 80F: 3 clusters Score -446029.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -446033.656250 Penalty: 2470.237305
	Iteration 81Q: 3 clusters Score -446033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -446036.437500 Penalty: 2470.237305
	Iteration 82Q: 3 clusters Score -446036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -446041.906250 Penalty: 2470.237305
	Iteration 83Q: 3 clusters Score -446041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -446043.250000 Penalty: 2470.237305
	Iteration 84Q: 3 clusters Score -446043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -446045.687500 Penalty: 2470.237305
	Iteration 85Q: 3 clusters Score -446045.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -446050.250000 Penalty: 2470.237305
	Iteration 86Q: 3 clusters Score -446050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -446054.125000 Penalty: 2470.237305
	Iteration 87Q: 3 clusters Score -446054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -446060.656250 Penalty: 2470.237305
	Iteration 88Q: 3 clusters Score -446060.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -446066.781250 Penalty: 2470.237305
	Iteration 89Q: 3 clusters Score -446066.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -446075.437500 Penalty: 2470.237305
	Iteration 90Q: 3 clusters Score -446075.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -446082.312500 Penalty: 2470.237305
	Iteration 91Q: 3 clusters Score -446082.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -446092.687500 Penalty: 2470.237305
	Iteration 92Q: 3 clusters Score -446092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -446102.468750 Penalty: 2470.237305
	Iteration 93Q: 3 clusters Score -446102.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -446119.562500 Penalty: 2470.237305
	Iteration 94Q: 3 clusters Score -446119.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -446135.343750 Penalty: 2470.237305
	Iteration 95Q: 3 clusters Score -446135.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -446150.718750 Penalty: 2470.237305
	Iteration 96Q: 3 clusters Score -446150.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -446165.187500 Penalty: 2470.237305
	Iteration 97Q: 3 clusters Score -446165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -446179.593750 Penalty: 2470.237305
	Iteration 98Q: 3 clusters Score -446179.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -446194.937500 Penalty: 2470.237305
	Iteration 99Q: 3 clusters Score -446194.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -446207.937500 Penalty: 2470.237305
	Iteration 100F: 3 clusters Score -446207.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -446219.562500 Penalty: 2470.237305
	Iteration 101Q: 3 clusters Score -446219.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -446226.656250 Penalty: 2470.237305
	Iteration 102Q: 3 clusters Score -446226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -446230.937500 Penalty: 2470.237305
	Iteration 103Q: 3 clusters Score -446230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -446235.875000 Penalty: 2470.237305
	Iteration 104Q: 3 clusters Score -446235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -446241.031250 Penalty: 2470.237305
	Iteration 105Q: 3 clusters Score -446241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -446245.781250 Penalty: 2470.237305
	Iteration 106Q: 3 clusters Score -446245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -446251.875000 Penalty: 2470.237305
	Iteration 107Q: 3 clusters Score -446251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -446260.125000 Penalty: 2470.237305
	Iteration 108Q: 3 clusters Score -446260.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -446267.781250 Penalty: 2470.237305
	Iteration 109Q: 3 clusters Score -446267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -446272.062500 Penalty: 2470.237305
	Iteration 110Q: 3 clusters Score -446272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -446277.218750 Penalty: 2470.237305
	Iteration 111Q: 3 clusters Score -446277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -446280.843750 Penalty: 2470.237305
	Iteration 112Q: 3 clusters Score -446280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -446283.500000 Penalty: 2470.237305
	Iteration 113Q: 3 clusters Score -446283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -446286.062500 Penalty: 2470.237305
	Iteration 114Q: 3 clusters Score -446286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -446289.593750 Penalty: 2470.237305
	Iteration 115Q: 3 clusters Score -446289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -446291.125000 Penalty: 2470.237305
	Iteration 116Q: 3 clusters Score -446291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -446292.562500 Penalty: 2470.237305
	Iteration 117Q: 3 clusters Score -446292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -446295.968750 Penalty: 2470.237305
	Iteration 118Q: 3 clusters Score -446296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -446300.000000 Penalty: 2470.237305
	Iteration 119Q: 3 clusters Score -446300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -446302.937500 Penalty: 2470.237305
	Iteration 120F: 3 clusters Score -446302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -446305.218750 Penalty: 2470.237305
	Iteration 121Q: 3 clusters Score -446305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -446305.218750 Penalty: 2470.237305
	Iteration 122F: 3 clusters Score -446305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -923553.687500 Penalty: 1334.686768
	Iteration 0F: 2 clusters Score -923553.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -918160.875000 Penalty: 2669.373535
	Iteration 0F: 3 clusters Score -918160.9 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -919811.437500 Penalty: 2669.373535
	Iteration 1F: 3 clusters Score -919811.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -920072.812500 Penalty: 2669.373535
	Iteration 2F: 3 clusters Score -920072.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -920216.437500 Penalty: 2669.373535
	Iteration 3Q: 3 clusters Score -920216.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -920319.187500 Penalty: 2669.373535
	Iteration 4Q: 3 clusters Score -920319.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -920404.937500 Penalty: 2669.373535
	Iteration 5Q: 3 clusters Score -920404.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -920476.500000 Penalty: 2669.373535
	Iteration 6Q: 3 clusters Score -920476.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -920565.250000 Penalty: 2669.373535
	Iteration 7Q: 3 clusters Score -920565.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -920665.562500 Penalty: 2669.373535
	Iteration 8Q: 3 clusters Score -920665.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -920801.750000 Penalty: 2669.373535
	Iteration 9Q: 3 clusters Score -920801.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -920965.687500 Penalty: 2669.373535
	Iteration 10Q: 3 clusters Score -920965.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -921168.000000 Penalty: 2669.373535
	Iteration 11Q: 3 clusters Score -921168 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -921430.937500 Penalty: 2669.373535
	Iteration 12Q: 3 clusters Score -921430.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -921730.375000 Penalty: 2669.373535
	Iteration 13Q: 3 clusters Score -921730.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -922003.437500 Penalty: 2669.373535
	Iteration 14Q: 3 clusters Score -922003.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -922223.937500 Penalty: 2669.373535
	Iteration 15Q: 3 clusters Score -922223.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -922373.500000 Penalty: 2669.373535
	Iteration 16Q: 3 clusters Score -922373.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -922470.687500 Penalty: 2669.373535
	Iteration 17Q: 3 clusters Score -922470.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -922544.875000 Penalty: 2669.373535
	Iteration 18Q: 3 clusters Score -922544.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -922607.000000 Penalty: 2669.373535
	Iteration 19Q: 3 clusters Score -922607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -922648.875000 Penalty: 2669.373535
	Iteration 20F: 3 clusters Score -922648.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -922677.375000 Penalty: 2669.373535
	Iteration 21Q: 3 clusters Score -922677.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -922696.750000 Penalty: 2669.373535
	Iteration 22Q: 3 clusters Score -922696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -922700.562500 Penalty: 2669.373535
	Iteration 23Q: 3 clusters Score -922700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -922701.000000 Penalty: 2669.373535
	Iteration 24Q: 3 clusters Score -922701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -922702.375000 Penalty: 2669.373535
	Iteration 25Q: 3 clusters Score -922702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -922705.062500 Penalty: 2669.373535
	Iteration 26Q: 3 clusters Score -922705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -922705.062500 Penalty: 2669.373535
	Iteration 27F: 3 clusters Score -922705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -47300.242188 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47300.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46371.750000 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46371.75 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46606.757812 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46606.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46755.925781 Penalty: 1872.371094
	Iteration 2F: 3 clusters Score -46755.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46840.847656 Penalty: 1872.371094
	Iteration 3Q: 3 clusters Score -46840.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46956.800781 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -46956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46995.589844 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -46995.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47018.203125 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -47018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47042.558594 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -47042.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47058.582031 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -47058.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47075.937500 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -47075.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47096.347656 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47096.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47109.863281 Penalty: 1872.371094
	Iteration 11Q: 3 clusters Score -47109.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47119.292969 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47119.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47122.277344 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47122.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47128.546875 Penalty: 1872.371094
	Iteration 14Q: 3 clusters Score -47128.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47132.757812 Penalty: 1872.371094
	Iteration 15Q: 3 clusters Score -47132.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47132.757812 Penalty: 1872.371094
	Iteration 16F: 3 clusters Score -47132.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Entering Unmasked Estep 
Score: -1904207.875000 Penalty: 1440.444580
	Iteration 0F: 2 clusters Score -1904208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1893715.375000 Penalty: 2880.889160
	Iteration 0F: 3 clusters Score -1893715 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1897227.750000 Penalty: 2880.889160
	Iteration 1F: 3 clusters Score -1897228 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1897569.875000 Penalty: 2880.889160
	Iteration 2F: 3 clusters Score -1897570 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1897835.375000 Penalty: 2880.889160
	Iteration 3Q: 3 clusters Score -1897835 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1898027.250000 Penalty: 2880.889160
	Iteration 4Q: 3 clusters Score -1898027 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1898169.000000 Penalty: 2880.889160
	Iteration 5Q: 3 clusters Score -1898169 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1898305.625000 Penalty: 2880.889160
	Iteration 6Q: 3 clusters Score -1898306 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1898407.875000 Penalty: 2880.889160
	Iteration 7Q: 3 clusters Score -1898408 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1898532.125000 Penalty: 2880.889160
	Iteration 8Q: 3 clusters Score -1898532 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1898670.875000 Penalty: 2880.889160
	Iteration 9Q: 3 clusters Score -1898671 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1898807.000000 Penalty: 2880.889160
	Iteration 10Q: 3 clusters Score -1898807 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1898954.125000 Penalty: 2880.889160
	Iteration 11Q: 3 clusters Score -1898954 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1899124.125000 Penalty: 2880.889160
	Iteration 12Q: 3 clusters Score -1899124 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1899296.375000 Penalty: 2880.889160
	Iteration 13Q: 3 clusters Score -1899296 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1899519.875000 Penalty: 2880.889160
	Iteration 14Q: 3 clusters Score -1899520 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1899747.250000 Penalty: 2880.889160
	Iteration 15Q: 3 clusters Score -1899747 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1899962.750000 Penalty: 2880.889160
	Iteration 16Q: 3 clusters Score -1899963 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1900166.500000 Penalty: 2880.889160
	Iteration 17Q: 3 clusters Score -1900166 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1900315.750000 Penalty: 2880.889160
	Iteration 18Q: 3 clusters Score -1900316 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1900469.125000 Penalty: 2880.889160
	Iteration 19Q: 3 clusters Score -1900469 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1900598.500000 Penalty: 2880.889160
	Iteration 20F: 3 clusters Score -1900598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1900731.500000 Penalty: 2880.889160
	Iteration 21Q: 3 clusters Score -1900732 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1900843.750000 Penalty: 2880.889160
	Iteration 22Q: 3 clusters Score -1900844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1900956.500000 Penalty: 2880.889160
	Iteration 23Q: 3 clusters Score -1900956 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1901085.000000 Penalty: 2880.889160
	Iteration 24Q: 3 clusters Score -1901085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1901201.875000 Penalty: 2880.889160
	Iteration 25Q: 3 clusters Score -1901202 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1901339.875000 Penalty: 2880.889160
	Iteration 26Q: 3 clusters Score -1901340 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1901480.000000 Penalty: 2880.889160
	Iteration 27Q: 3 clusters Score -1901480 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1901621.625000 Penalty: 2880.889160
	Iteration 28Q: 3 clusters Score -1901622 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1901757.375000 Penalty: 2880.889160
	Iteration 29Q: 3 clusters Score -1901757 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1901892.250000 Penalty: 2880.889160
	Iteration 30Q: 3 clusters Score -1901892 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1902010.625000 Penalty: 2880.889160
	Iteration 31Q: 3 clusters Score -1902011 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1902142.750000 Penalty: 2880.889160
	Iteration 32Q: 3 clusters Score -1902143 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1902284.875000 Penalty: 2880.889160
	Iteration 33Q: 3 clusters Score -1902285 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1902394.125000 Penalty: 2880.889160
	Iteration 34Q: 3 clusters Score -1902394 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1902510.750000 Penalty: 2880.889160
	Iteration 35Q: 3 clusters Score -1902511 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1902631.625000 Penalty: 2880.889160
	Iteration 36Q: 3 clusters Score -1902632 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1902748.375000 Penalty: 2880.889160
	Iteration 37Q: 3 clusters Score -1902748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1902839.625000 Penalty: 2880.889160
	Iteration 38Q: 3 clusters Score -1902840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1902908.250000 Penalty: 2880.889160
	Iteration 39Q: 3 clusters Score -1902908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1902956.750000 Penalty: 2880.889160
	Iteration 40F: 3 clusters Score -1902957 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1902985.375000 Penalty: 2880.889160
	Iteration 41Q: 3 clusters Score -1902985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1903017.750000 Penalty: 2880.889160
	Iteration 42Q: 3 clusters Score -1903018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1903047.125000 Penalty: 2880.889160
	Iteration 43Q: 3 clusters Score -1903047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1903077.625000 Penalty: 2880.889160
	Iteration 44Q: 3 clusters Score -1903078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1903112.250000 Penalty: 2880.889160
	Iteration 45Q: 3 clusters Score -1903112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1903128.000000 Penalty: 2880.889160
	Iteration 46Q: 3 clusters Score -1903128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1903144.500000 Penalty: 2880.889160
	Iteration 47Q: 3 clusters Score -1903144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1903154.625000 Penalty: 2880.889160
	Iteration 48Q: 3 clusters Score -1903155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1903159.500000 Penalty: 2880.889160
	Iteration 49Q: 3 clusters Score -1903160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1903172.875000 Penalty: 2880.889160
	Iteration 50Q: 3 clusters Score -1903173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1903175.500000 Penalty: 2880.889160
	Iteration 51Q: 3 clusters Score -1903176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1903181.000000 Penalty: 2880.889160
	Iteration 52Q: 3 clusters Score -1903181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1903183.875000 Penalty: 2880.889160
	Iteration 53Q: 3 clusters Score -1903184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1903189.125000 Penalty: 2880.889160
	Iteration 54Q: 3 clusters Score -1903189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1903193.250000 Penalty: 2880.889160
	Iteration 55Q: 3 clusters Score -1903193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1903202.625000 Penalty: 2880.889160
	Iteration 56Q: 3 clusters Score -1903203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1903204.875000 Penalty: 2880.889160
	Iteration 57Q: 3 clusters Score -1903205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1903212.500000 Penalty: 2880.889160
	Iteration 58Q: 3 clusters Score -1903212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1903215.250000 Penalty: 2880.889160
	Iteration 59Q: 3 clusters Score -1903215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1903217.500000 Penalty: 2880.889160
	Iteration 60F: 3 clusters Score -1903218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1903224.750000 Penalty: 2880.889160
	Iteration 61Q: 3 clusters Score -1903225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1903225.750000 Penalty: 2880.889160
	Iteration 62Q: 3 clusters Score -1903226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1903231.750000 Penalty: 2880.889160
	Iteration 63Q: 3 clusters Score -1903232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1903237.375000 Penalty: 2880.889160
	Iteration 64Q: 3 clusters Score -1903237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1903243.125000 Penalty: 2880.889160
	Iteration 65Q: 3 clusters Score -1903243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1903242.750000 Penalty: 2880.889160
	Iteration 66Q: 3 clusters Score -1903243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1903245.375000 Penalty: 2880.889160
	Iteration 67Q: 3 clusters Score -1903245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1903249.000000 Penalty: 2880.889160
	Iteration 68Q: 3 clusters Score -1903249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1903250.000000 Penalty: 2880.889160
	Iteration 69Q: 3 clusters Score -1903250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1903249.500000 Penalty: 2880.889160
	Iteration 70Q: 3 clusters Score -1903250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1903249.500000 Penalty: 2880.889160
	Iteration 71F: 3 clusters Score -1903250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -18506.728516 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -18506.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17843.369141 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -17843.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17925.910156 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -17925.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17948.605469 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -17948.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17948.605469 Penalty: 1614.465210
	Iteration 3F: 3 clusters Score -17948.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -398875.343750 Penalty: 1212.703735
	Iteration 0F: 2 clusters Score -398875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396099.343750 Penalty: 2425.407471
	Iteration 0F: 3 clusters Score -396099.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -396895.468750 Penalty: 2425.407471
	Iteration 1F: 3 clusters Score -396895.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397088.812500 Penalty: 2425.407471
	Iteration 2F: 3 clusters Score -397088.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -397225.343750 Penalty: 2425.407471
	Iteration 3F: 3 clusters Score -397225.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -397314.625000 Penalty: 2425.407471
	Iteration 4Q: 3 clusters Score -397314.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -397369.343750 Penalty: 2425.407471
	Iteration 5Q: 3 clusters Score -397369.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397418.343750 Penalty: 2425.407471
	Iteration 6Q: 3 clusters Score -397418.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -397461.781250 Penalty: 2425.407471
	Iteration 7Q: 3 clusters Score -397461.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -397499.687500 Penalty: 2425.407471
	Iteration 8Q: 3 clusters Score -397499.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -397529.062500 Penalty: 2425.407471
	Iteration 9Q: 3 clusters Score -397529.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -397556.062500 Penalty: 2425.407471
	Iteration 10Q: 3 clusters Score -397556.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -397579.312500 Penalty: 2425.407471
	Iteration 11Q: 3 clusters Score -397579.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -397598.625000 Penalty: 2425.407471
	Iteration 12Q: 3 clusters Score -397598.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -397614.781250 Penalty: 2425.407471
	Iteration 13Q: 3 clusters Score -397614.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397627.093750 Penalty: 2425.407471
	Iteration 14Q: 3 clusters Score -397627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397633.718750 Penalty: 2425.407471
	Iteration 15Q: 3 clusters Score -397633.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -397643.125000 Penalty: 2425.407471
	Iteration 16Q: 3 clusters Score -397643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -397646.937500 Penalty: 2425.407471
	Iteration 17Q: 3 clusters Score -397646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397650.562500 Penalty: 2425.407471
	Iteration 18Q: 3 clusters Score -397650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397652.593750 Penalty: 2425.407471
	Iteration 19Q: 3 clusters Score -397652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397655.218750 Penalty: 2425.407471
	Iteration 20F: 3 clusters Score -397655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397659.031250 Penalty: 2425.407471
	Iteration 21Q: 3 clusters Score -397659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -397661.187500 Penalty: 2425.407471
	Iteration 22Q: 3 clusters Score -397661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -397663.093750 Penalty: 2425.407471
	Iteration 23Q: 3 clusters Score -397663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -397664.500000 Penalty: 2425.407471
	Iteration 24Q: 3 clusters Score -397664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397665.625000 Penalty: 2425.407471
	Iteration 25Q: 3 clusters Score -397665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397666.687500 Penalty: 2425.407471
	Iteration 26Q: 3 clusters Score -397666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397669.156250 Penalty: 2425.407471
	Iteration 27Q: 3 clusters Score -397669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397669.531250 Penalty: 2425.407471
	Iteration 28Q: 3 clusters Score -397669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397671.218750 Penalty: 2425.407471
	Iteration 29Q: 3 clusters Score -397671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -397672.031250 Penalty: 2425.407471
	Iteration 30Q: 3 clusters Score -397672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -397675.968750 Penalty: 2425.407471
	Iteration 31Q: 3 clusters Score -397676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -397678.968750 Penalty: 2425.407471
	Iteration 32Q: 3 clusters Score -397679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -397682.562500 Penalty: 2425.407471
	Iteration 33Q: 3 clusters Score -397682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -397684.906250 Penalty: 2425.407471
	Iteration 34Q: 3 clusters Score -397684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -397686.718750 Penalty: 2425.407471
	Iteration 35Q: 3 clusters Score -397686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -397690.156250 Penalty: 2425.407471
	Iteration 36Q: 3 clusters Score -397690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -397692.468750 Penalty: 2425.407471
	Iteration 37Q: 3 clusters Score -397692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -397694.750000 Penalty: 2425.407471
	Iteration 38Q: 3 clusters Score -397694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -397695.875000 Penalty: 2425.407471
	Iteration 39Q: 3 clusters Score -397695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -397697.531250 Penalty: 2425.407471
	Iteration 40F: 3 clusters Score -397697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -397699.375000 Penalty: 2425.407471
	Iteration 41Q: 3 clusters Score -397699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -397699.281250 Penalty: 2425.407471
	Iteration 42Q: 3 clusters Score -397699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -397700.281250 Penalty: 2425.407471
	Iteration 43Q: 3 clusters Score -397700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -397700.281250 Penalty: 2425.407471
	Iteration 44F: 3 clusters Score -397700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -255824.984375 Penalty: 1149.791748
	Iteration 0F: 2 clusters Score -255825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -253823.937500 Penalty: 2299.583496
	Iteration 0F: 3 clusters Score -253823.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -254298.640625 Penalty: 2299.583496
	Iteration 1F: 3 clusters Score -254298.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -254437.125000 Penalty: 2299.583496
	Iteration 2F: 3 clusters Score -254437.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -254517.984375 Penalty: 2299.583496
	Iteration 3Q: 3 clusters Score -254518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -254564.109375 Penalty: 2299.583496
	Iteration 4Q: 3 clusters Score -254564.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -254596.593750 Penalty: 2299.583496
	Iteration 5Q: 3 clusters Score -254596.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254618.531250 Penalty: 2299.583496
	Iteration 6Q: 3 clusters Score -254618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -254631.671875 Penalty: 2299.583496
	Iteration 7Q: 3 clusters Score -254631.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254647.125000 Penalty: 2299.583496
	Iteration 8Q: 3 clusters Score -254647.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -254659.328125 Penalty: 2299.583496
	Iteration 9Q: 3 clusters Score -254659.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -254669.781250 Penalty: 2299.583496
	Iteration 10Q: 3 clusters Score -254669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -254680.937500 Penalty: 2299.583496
	Iteration 11Q: 3 clusters Score -254680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -254691.515625 Penalty: 2299.583496
	Iteration 12Q: 3 clusters Score -254691.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -254699.671875 Penalty: 2299.583496
	Iteration 13Q: 3 clusters Score -254699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -254709.093750 Penalty: 2299.583496
	Iteration 14Q: 3 clusters Score -254709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -254713.265625 Penalty: 2299.583496
	Iteration 15Q: 3 clusters Score -254713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -254714.078125 Penalty: 2299.583496
	Iteration 16Q: 3 clusters Score -254714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -254714.078125 Penalty: 2299.583496
	Iteration 17F: 3 clusters Score -254714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -264667.062500 Penalty: 1160.847046
	Iteration 0F: 2 clusters Score -264667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -262505.718750 Penalty: 2321.694092
	Iteration 0F: 3 clusters Score -262505.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263071.937500 Penalty: 2321.694092
	Iteration 1F: 3 clusters Score -263071.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -263202.968750 Penalty: 2321.694092
	Iteration 2F: 3 clusters Score -263203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -263274.937500 Penalty: 2321.694092
	Iteration 3Q: 3 clusters Score -263274.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263318.281250 Penalty: 2321.694092
	Iteration 4Q: 3 clusters Score -263318.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -263372.250000 Penalty: 2321.694092
	Iteration 5Q: 3 clusters Score -263372.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -263417.562500 Penalty: 2321.694092
	Iteration 6Q: 3 clusters Score -263417.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -263453.718750 Penalty: 2321.694092
	Iteration 7Q: 3 clusters Score -263453.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -263482.875000 Penalty: 2321.694092
	Iteration 8Q: 3 clusters Score -263482.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -263517.343750 Penalty: 2321.694092
	Iteration 9Q: 3 clusters Score -263517.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -263550.718750 Penalty: 2321.694092
	Iteration 10Q: 3 clusters Score -263550.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -263578.218750 Penalty: 2321.694092
	Iteration 11Q: 3 clusters Score -263578.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -263601.031250 Penalty: 2321.694092
	Iteration 12Q: 3 clusters Score -263601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -263624.156250 Penalty: 2321.694092
	Iteration 13Q: 3 clusters Score -263624.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263647.250000 Penalty: 2321.694092
	Iteration 14Q: 3 clusters Score -263647.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263667.000000 Penalty: 2321.694092
	Iteration 15Q: 3 clusters Score -263667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263681.562500 Penalty: 2321.694092
	Iteration 16Q: 3 clusters Score -263681.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -263701.062500 Penalty: 2321.694092
	Iteration 17Q: 3 clusters Score -263701.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263717.156250 Penalty: 2321.694092
	Iteration 18Q: 3 clusters Score -263717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263735.562500 Penalty: 2321.694092
	Iteration 19Q: 3 clusters Score -263735.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -263750.718750 Penalty: 2321.694092
	Iteration 20F: 3 clusters Score -263750.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -263764.500000 Penalty: 2321.694092
	Iteration 21Q: 3 clusters Score -263764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -263775.906250 Penalty: 2321.694092
	Iteration 22Q: 3 clusters Score -263775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -263782.750000 Penalty: 2321.694092
	Iteration 23Q: 3 clusters Score -263782.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -263795.125000 Penalty: 2321.694092
	Iteration 24Q: 3 clusters Score -263795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -263803.125000 Penalty: 2321.694092
	Iteration 25Q: 3 clusters Score -263803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -263812.312500 Penalty: 2321.694092
	Iteration 26Q: 3 clusters Score -263812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -263817.218750 Penalty: 2321.694092
	Iteration 27Q: 3 clusters Score -263817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -263819.875000 Penalty: 2321.694092
	Iteration 28Q: 3 clusters Score -263819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263822.062500 Penalty: 2321.694092
	Iteration 29Q: 3 clusters Score -263822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263823.406250 Penalty: 2321.694092
	Iteration 30Q: 3 clusters Score -263823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -263827.156250 Penalty: 2321.694092
	Iteration 31Q: 3 clusters Score -263827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263827.437500 Penalty: 2321.694092
	Iteration 32Q: 3 clusters Score -263827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -263829.375000 Penalty: 2321.694092
	Iteration 33Q: 3 clusters Score -263829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263829.968750 Penalty: 2321.694092
	Iteration 34Q: 3 clusters Score -263830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -263830.062500 Penalty: 2321.694092
	Iteration 35Q: 3 clusters Score -263830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -263830.968750 Penalty: 2321.694092
	Iteration 36Q: 3 clusters Score -263831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263831.312500 Penalty: 2321.694092
	Iteration 37Q: 3 clusters Score -263831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -263831.937500 Penalty: 2321.694092
	Iteration 38Q: 3 clusters Score -263831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -263831.937500 Penalty: 2321.694092
	Iteration 39F: 3 clusters Score -263831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -190517.984375 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -190518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188849.421875 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -188849.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189242.968750 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -189243 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189376.640625 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -189376.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -189442.234375 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -189442.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -189492.265625 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -189492.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -189521.687500 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -189521.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189541.515625 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -189541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -189552.593750 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -189552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -189556.250000 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -189556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -189557.187500 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -189557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -189557.187500 Penalty: 2204.958984
	Iteration 10F: 3 clusters Score -189557.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (86121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Entering Unmasked Estep 
Score: -9985261.000000 Penalty: 1690.890015
	Iteration 0F: 2 clusters Score -9985261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -9929951.000000 Penalty: 3381.780029
	Iteration 0F: 3 clusters Score -9929951 nChanged 40426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -9952762.000000 Penalty: 3381.780029
	Iteration 1F: 3 clusters Score -9952762 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -9953550.000000 Penalty: 3381.780029
	Iteration 2Q: 3 clusters Score -9953550 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -9954411.000000 Penalty: 3381.780029
	Iteration 3Q: 3 clusters Score -9954411 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -9955435.000000 Penalty: 3381.780029
	Iteration 4Q: 3 clusters Score -9955435 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -9956768.000000 Penalty: 3381.780029
	Iteration 5Q: 3 clusters Score -9956768 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -9958290.000000 Penalty: 3381.780029
	Iteration 6Q: 3 clusters Score -9958290 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -9959999.000000 Penalty: 3381.780029
	Iteration 7Q: 3 clusters Score -9959999 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -9961962.000000 Penalty: 3381.780029
	Iteration 8Q: 3 clusters Score -9961962 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -9963913.000000 Penalty: 3381.780029
	Iteration 9Q: 3 clusters Score -9963913 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -9966072.000000 Penalty: 3381.780029
	Iteration 10Q: 3 clusters Score -9966072 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -9968053.000000 Penalty: 3381.780029
	Iteration 11Q: 3 clusters Score -9968053 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -9970152.000000 Penalty: 3381.780029
	Iteration 12Q: 3 clusters Score -9970152 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -9972259.000000 Penalty: 3381.780029
	Iteration 13Q: 3 clusters Score -9972259 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -9974307.000000 Penalty: 3381.780029
	Iteration 14Q: 3 clusters Score -9974307 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -9975659.000000 Penalty: 3381.780029
	Iteration 15Q: 3 clusters Score -9975659 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -9976435.000000 Penalty: 3381.780029
	Iteration 16Q: 3 clusters Score -9976435 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -9976908.000000 Penalty: 3381.780029
	Iteration 17Q: 3 clusters Score -9976908 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -9977310.000000 Penalty: 3381.780029
	Iteration 18Q: 3 clusters Score -9977310 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -9977649.000000 Penalty: 3381.780029
	Iteration 19Q: 3 clusters Score -9977649 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -9978023.000000 Penalty: 3381.780029
	Iteration 20F: 3 clusters Score -9978023 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -9978391.000000 Penalty: 3381.780029
	Iteration 21Q: 3 clusters Score -9978391 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -9978695.000000 Penalty: 3381.780029
	Iteration 22Q: 3 clusters Score -9978695 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -9978940.000000 Penalty: 3381.780029
	Iteration 23Q: 3 clusters Score -9978940 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -9979260.000000 Penalty: 3381.780029
	Iteration 24Q: 3 clusters Score -9979260 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -9979480.000000 Penalty: 3381.780029
	Iteration 25Q: 3 clusters Score -9979480 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -9979664.000000 Penalty: 3381.780029
	Iteration 26Q: 3 clusters Score -9979664 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -9979834.000000 Penalty: 3381.780029
	Iteration 27Q: 3 clusters Score -9979834 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -9980016.000000 Penalty: 3381.780029
	Iteration 28Q: 3 clusters Score -9980016 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -9980232.000000 Penalty: 3381.780029
	Iteration 29Q: 3 clusters Score -9980232 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -9980429.000000 Penalty: 3381.780029
	Iteration 30Q: 3 clusters Score -9980429 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -9980653.000000 Penalty: 3381.780029
	Iteration 31Q: 3 clusters Score -9980653 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -9980798.000000 Penalty: 3381.780029
	Iteration 32Q: 3 clusters Score -9980798 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -9980948.000000 Penalty: 3381.780029
	Iteration 33Q: 3 clusters Score -9980948 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -9981132.000000 Penalty: 3381.780029
	Iteration 34Q: 3 clusters Score -9981132 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -9981296.000000 Penalty: 3381.780029
	Iteration 35Q: 3 clusters Score -9981296 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -9981473.000000 Penalty: 3381.780029
	Iteration 36Q: 3 clusters Score -9981473 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -9981593.000000 Penalty: 3381.780029
	Iteration 37Q: 3 clusters Score -9981593 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -9981753.000000 Penalty: 3381.780029
	Iteration 38Q: 3 clusters Score -9981753 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -9981859.000000 Penalty: 3381.780029
	Iteration 39Q: 3 clusters Score -9981859 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -9981978.000000 Penalty: 3381.780029
	Iteration 40F: 3 clusters Score -9981978 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -9982096.000000 Penalty: 3381.780029
	Iteration 41Q: 3 clusters Score -9982096 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -9982258.000000 Penalty: 3381.780029
	Iteration 42Q: 3 clusters Score -9982258 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -9982365.000000 Penalty: 3381.780029
	Iteration 43Q: 3 clusters Score -9982365 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -9982521.000000 Penalty: 3381.780029
	Iteration 44Q: 3 clusters Score -9982521 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -9982625.000000 Penalty: 3381.780029
	Iteration 45Q: 3 clusters Score -9982625 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -9982771.000000 Penalty: 3381.780029
	Iteration 46Q: 3 clusters Score -9982771 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -9982913.000000 Penalty: 3381.780029
	Iteration 47Q: 3 clusters Score -9982913 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -9983016.000000 Penalty: 3381.780029
	Iteration 48Q: 3 clusters Score -9983016 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -9983140.000000 Penalty: 3381.780029
	Iteration 49Q: 3 clusters Score -9983140 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -9983214.000000 Penalty: 3381.780029
	Iteration 50Q: 3 clusters Score -9983214 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -9983282.000000 Penalty: 3381.780029
	Iteration 51Q: 3 clusters Score -9983282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -9983324.000000 Penalty: 3381.780029
	Iteration 52Q: 3 clusters Score -9983324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -9983404.000000 Penalty: 3381.780029
	Iteration 53Q: 3 clusters Score -9983404 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -9983444.000000 Penalty: 3381.780029
	Iteration 54Q: 3 clusters Score -9983444 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -9983488.000000 Penalty: 3381.780029
	Iteration 55Q: 3 clusters Score -9983488 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -9983548.000000 Penalty: 3381.780029
	Iteration 56Q: 3 clusters Score -9983548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 81165 members 
Entering Unmasked Estep 
Score: -9983583.000000 Penalty: 3381.780029
	Iteration 57Q: 3 clusters Score -9983583 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -9983626.000000 Penalty: 3381.780029
	Iteration 58Q: 3 clusters Score -9983626 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -9983687.000000 Penalty: 3381.780029
	Iteration 59Q: 3 clusters Score -9983687 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -9983711.000000 Penalty: 3381.780029
	Iteration 60F: 3 clusters Score -9983711 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -9983739.000000 Penalty: 3381.780029
	Iteration 61Q: 3 clusters Score -9983739 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -9983784.000000 Penalty: 3381.780029
	Iteration 62Q: 3 clusters Score -9983784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -9983797.000000 Penalty: 3381.780029
	Iteration 63Q: 3 clusters Score -9983797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -9983796.000000 Penalty: 3381.780029
	Iteration 64Q: 3 clusters Score -9983796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -9983832.000000 Penalty: 3381.780029
	Iteration 65Q: 3 clusters Score -9983832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -9983841.000000 Penalty: 3381.780029
	Iteration 66Q: 3 clusters Score -9983841 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -9983867.000000 Penalty: 3381.780029
	Iteration 67Q: 3 clusters Score -9983867 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -9983872.000000 Penalty: 3381.780029
	Iteration 68Q: 3 clusters Score -9983872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -9983875.000000 Penalty: 3381.780029
	Iteration 69Q: 3 clusters Score -9983875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -9983898.000000 Penalty: 3381.780029
	Iteration 70Q: 3 clusters Score -9983898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -9983922.000000 Penalty: 3381.780029
	Iteration 71Q: 3 clusters Score -9983922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -9983940.000000 Penalty: 3381.780029
	Iteration 72Q: 3 clusters Score -9983940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -9983935.000000 Penalty: 3381.780029
	Iteration 73Q: 3 clusters Score -9983935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -9983952.000000 Penalty: 3381.780029
	Iteration 74Q: 3 clusters Score -9983952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -9983943.000000 Penalty: 3381.780029
	Iteration 75Q: 3 clusters Score -9983943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -9983971.000000 Penalty: 3381.780029
	Iteration 76Q: 3 clusters Score -9983971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -9983990.000000 Penalty: 3381.780029
	Iteration 77Q: 3 clusters Score -9983990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -9983990.000000 Penalty: 3381.780029
	Iteration 78Q: 3 clusters Score -9983990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -9984010.000000 Penalty: 3381.780029
	Iteration 79Q: 3 clusters Score -9984010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -9984011.000000 Penalty: 3381.780029
	Iteration 80F: 3 clusters Score -9984011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -9984000.000000 Penalty: 3381.780029
	Iteration 81Q: 3 clusters Score -9984000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -9984002.000000 Penalty: 3381.780029
	Iteration 82Q: 3 clusters Score -9984002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -9984024.000000 Penalty: 3381.780029
	Iteration 83Q: 3 clusters Score -9984024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -9984031.000000 Penalty: 3381.780029
	Iteration 84Q: 3 clusters Score -9984031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -9984046.000000 Penalty: 3381.780029
	Iteration 85Q: 3 clusters Score -9984046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -9984063.000000 Penalty: 3381.780029
	Iteration 86Q: 3 clusters Score -9984063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -9984074.000000 Penalty: 3381.780029
	Iteration 87Q: 3 clusters Score -9984074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -9984076.000000 Penalty: 3381.780029
	Iteration 88Q: 3 clusters Score -9984076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -9984073.000000 Penalty: 3381.780029
	Iteration 89Q: 3 clusters Score -9984073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -9984067.000000 Penalty: 3381.780029
	Iteration 90Q: 3 clusters Score -9984067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -9984073.000000 Penalty: 3381.780029
	Iteration 91Q: 3 clusters Score -9984073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -9984088.000000 Penalty: 3381.780029
	Iteration 92Q: 3 clusters Score -9984088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -9984093.000000 Penalty: 3381.780029
	Iteration 93Q: 3 clusters Score -9984093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -9984103.000000 Penalty: 3381.780029
	Iteration 94Q: 3 clusters Score -9984103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -9984095.000000 Penalty: 3381.780029
	Iteration 95Q: 3 clusters Score -9984095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -9984110.000000 Penalty: 3381.780029
	Iteration 96Q: 3 clusters Score -9984110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -9984091.000000 Penalty: 3381.780029
	Iteration 97Q: 3 clusters Score -9984091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -9984079.000000 Penalty: 3381.780029
	Iteration 98Q: 3 clusters Score -9984079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -9984072.000000 Penalty: 3381.780029
	Iteration 99Q: 3 clusters Score -9984072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -9984076.000000 Penalty: 3381.780029
	Iteration 100F: 3 clusters Score -9984076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -9984077.000000 Penalty: 3381.780029
	Iteration 101Q: 3 clusters Score -9984077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -9984071.000000 Penalty: 3381.780029
	Iteration 102Q: 3 clusters Score -9984071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 84209 members 
Entering Unmasked Estep 
Score: -9984074.000000 Penalty: 3381.780029
	Iteration 103Q: 3 clusters Score -9984074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -9984074.000000 Penalty: 3381.780029
	Iteration 104Q: 3 clusters Score -9984074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -9984087.000000 Penalty: 3381.780029
	Iteration 105Q: 3 clusters Score -9984087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -9984089.000000 Penalty: 3381.780029
	Iteration 106Q: 3 clusters Score -9984089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -9984098.000000 Penalty: 3381.780029
	Iteration 107Q: 3 clusters Score -9984098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -9984096.000000 Penalty: 3381.780029
	Iteration 108Q: 3 clusters Score -9984096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -9984093.000000 Penalty: 3381.780029
	Iteration 109Q: 3 clusters Score -9984093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -9984091.000000 Penalty: 3381.780029
	Iteration 110Q: 3 clusters Score -9984091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -9984086.000000 Penalty: 3381.780029
	Iteration 111Q: 3 clusters Score -9984086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -9984084.000000 Penalty: 3381.780029
	Iteration 112Q: 3 clusters Score -9984084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -9984081.000000 Penalty: 3381.780029
	Iteration 113Q: 3 clusters Score -9984081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -9984090.000000 Penalty: 3381.780029
	Iteration 114Q: 3 clusters Score -9984090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -9984097.000000 Penalty: 3381.780029
	Iteration 115Q: 3 clusters Score -9984097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -9984092.000000 Penalty: 3381.780029
	Iteration 116Q: 3 clusters Score -9984092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -9984082.000000 Penalty: 3381.780029
	Iteration 117Q: 3 clusters Score -9984082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -9984094.000000 Penalty: 3381.780029
	Iteration 118Q: 3 clusters Score -9984094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -9984095.000000 Penalty: 3381.780029
	Iteration 119Q: 3 clusters Score -9984095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -9984100.000000 Penalty: 3381.780029
	Iteration 120F: 3 clusters Score -9984100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -9984105.000000 Penalty: 3381.780029
	Iteration 121Q: 3 clusters Score -9984105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -9984093.000000 Penalty: 3381.780029
	Iteration 122Q: 3 clusters Score -9984093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -9984104.000000 Penalty: 3381.780029
	Iteration 123Q: 3 clusters Score -9984104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -9984091.000000 Penalty: 3381.780029
	Iteration 124Q: 3 clusters Score -9984091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -9984104.000000 Penalty: 3381.780029
	Iteration 125Q: 3 clusters Score -9984104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -9984111.000000 Penalty: 3381.780029
	Iteration 126Q: 3 clusters Score -9984111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -9984106.000000 Penalty: 3381.780029
	Iteration 127Q: 3 clusters Score -9984106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -9984119.000000 Penalty: 3381.780029
	Iteration 128Q: 3 clusters Score -9984119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -9984129.000000 Penalty: 3381.780029
	Iteration 129Q: 3 clusters Score -9984129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -9984126.000000 Penalty: 3381.780029
	Iteration 130Q: 3 clusters Score -9984126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -9984131.000000 Penalty: 3381.780029
	Iteration 131Q: 3 clusters Score -9984131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -9984131.000000 Penalty: 3381.780029
	Iteration 132Q: 3 clusters Score -9984131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -9984135.000000 Penalty: 3381.780029
	Iteration 133Q: 3 clusters Score -9984135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -9984137.000000 Penalty: 3381.780029
	Iteration 134Q: 3 clusters Score -9984137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -9984125.000000 Penalty: 3381.780029
	Iteration 135Q: 3 clusters Score -9984125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -9984123.000000 Penalty: 3381.780029
	Iteration 136Q: 3 clusters Score -9984123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -9984140.000000 Penalty: 3381.780029
	Iteration 137Q: 3 clusters Score -9984140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -9984134.000000 Penalty: 3381.780029
	Iteration 138Q: 3 clusters Score -9984134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -9984147.000000 Penalty: 3381.780029
	Iteration 139Q: 3 clusters Score -9984147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -9984155.000000 Penalty: 3381.780029
	Iteration 140F: 3 clusters Score -9984155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -9984147.000000 Penalty: 3381.780029
	Iteration 141Q: 3 clusters Score -9984147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -9984148.000000 Penalty: 3381.780029
	Iteration 142Q: 3 clusters Score -9984148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -9984143.000000 Penalty: 3381.780029
	Iteration 143Q: 3 clusters Score -9984143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -9984146.000000 Penalty: 3381.780029
	Iteration 144Q: 3 clusters Score -9984146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -9984139.000000 Penalty: 3381.780029
	Iteration 145Q: 3 clusters Score -9984139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -9984141.000000 Penalty: 3381.780029
	Iteration 146Q: 3 clusters Score -9984141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -9984125.000000 Penalty: 3381.780029
	Iteration 147Q: 3 clusters Score -9984125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -9984131.000000 Penalty: 3381.780029
	Iteration 148Q: 3 clusters Score -9984131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -9984131.000000 Penalty: 3381.780029
	Iteration 149Q: 3 clusters Score -9984131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -9984125.000000 Penalty: 3381.780029
	Iteration 150Q: 3 clusters Score -9984125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -9984109.000000 Penalty: 3381.780029
	Iteration 151Q: 3 clusters Score -9984109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -9984124.000000 Penalty: 3381.780029
	Iteration 152Q: 3 clusters Score -9984124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -9984134.000000 Penalty: 3381.780029
	Iteration 153Q: 3 clusters Score -9984134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -9984134.000000 Penalty: 3381.780029
	Iteration 154Q: 3 clusters Score -9984134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -9984132.000000 Penalty: 3381.780029
	Iteration 155Q: 3 clusters Score -9984132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -9984132.000000 Penalty: 3381.780029
	Iteration 156Q: 3 clusters Score -9984132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -9984132.000000 Penalty: 3381.780029
	Iteration 157Q: 3 clusters Score -9984132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -9984133.000000 Penalty: 3381.780029
	Iteration 158Q: 3 clusters Score -9984133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -9984133.000000 Penalty: 3381.780029
	Iteration 159F: 3 clusters Score -9984133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25030.138672 Penalty: 847.227356
	Iteration 0F: 2 clusters Score -25030.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24407.361328 Penalty: 1694.454712
	Iteration 0F: 3 clusters Score -24407.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24568.253906 Penalty: 1694.454712
	Iteration 1F: 3 clusters Score -24568.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24700.302734 Penalty: 1694.454712
	Iteration 2F: 3 clusters Score -24700.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24839.656250 Penalty: 1694.454712
	Iteration 3F: 3 clusters Score -24839.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24890.953125 Penalty: 1694.454712
	Iteration 4Q: 3 clusters Score -24890.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24926.626953 Penalty: 1694.454712
	Iteration 5Q: 3 clusters Score -24926.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24946.126953 Penalty: 1694.454712
	Iteration 6Q: 3 clusters Score -24946.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24949.962891 Penalty: 1694.454712
	Iteration 7Q: 3 clusters Score -24949.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24952.812500 Penalty: 1694.454712
	Iteration 8Q: 3 clusters Score -24952.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24952.812500 Penalty: 1694.454712
	Iteration 9F: 3 clusters Score -24952.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 12130 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53099 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63741 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4279 members 
Mstep: Class 34 contains 32070 members 
Mstep: Class 35 contains 25370 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10920 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 26725 members 
Mstep: Class 54 contains 67074 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86121 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086712.000000 Penalty: 131603.906250
Iteration 279Q: 65 clusters Score -1.110867e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 12128 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49347 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53099 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63743 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 34 contains 32072 members 
Mstep: Class 35 contains 25371 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 26729 members 
Mstep: Class 54 contains 67073 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86115 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086664.000000 Penalty: 131603.906250
Iteration 280F: 65 clusters Score -1.110867e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 12126 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53098 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63744 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25372 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26734 members 
Mstep: Class 54 contains 67074 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86112 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086704.000000 Penalty: 131603.906250
Iteration 281Q: 65 clusters Score -1.110867e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53097 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63743 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4283 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25372 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24919 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26737 members 
Mstep: Class 54 contains 67074 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86111 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086744.000000 Penalty: 131603.906250
Iteration 282Q: 65 clusters Score -1.110867e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49347 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53097 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63743 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4284 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25373 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 26742 members 
Mstep: Class 54 contains 67071 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86110 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086736.000000 Penalty: 131603.906250
Iteration 283Q: 65 clusters Score -1.110867e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 12107 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53097 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63743 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4285 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25375 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26744 members 
Mstep: Class 54 contains 67071 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86110 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086728.000000 Penalty: 131603.906250
Iteration 284Q: 65 clusters Score -1.110867e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 12105 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53096 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63743 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25376 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26746 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86106 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086672.000000 Penalty: 131603.906250
Iteration 285Q: 65 clusters Score -1.110867e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 12103 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53096 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63744 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4289 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26750 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86100 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086696.000000 Penalty: 131603.906250
Iteration 286Q: 65 clusters Score -1.110867e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 12100 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49344 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53095 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4289 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25378 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26752 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86099 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086720.000000 Penalty: 131603.906250
Iteration 287Q: 65 clusters Score -1.110867e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49345 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53095 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4290 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25380 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26758 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86091 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086680.000000 Penalty: 131603.906250
Iteration 288Q: 65 clusters Score -1.110867e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49344 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53095 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4291 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25380 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26764 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86087 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086680.000000 Penalty: 131603.906250
Iteration 289Q: 65 clusters Score -1.110867e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63745 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4292 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25380 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26773 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86084 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086672.000000 Penalty: 131603.906250
Iteration 290Q: 65 clusters Score -1.110867e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49339 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4294 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25380 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26773 members 
Mstep: Class 54 contains 67070 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86079 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086736.000000 Penalty: 131603.906250
Iteration 291Q: 65 clusters Score -1.110867e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25380 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26775 members 
Mstep: Class 54 contains 67069 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86076 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086736.000000 Penalty: 131603.906250
Iteration 292Q: 65 clusters Score -1.110867e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25381 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26777 members 
Mstep: Class 54 contains 67067 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86076 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086736.000000 Penalty: 131603.906250
Iteration 293Q: 65 clusters Score -1.110867e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63747 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25381 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26778 members 
Mstep: Class 54 contains 67064 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86075 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086752.000000 Penalty: 131603.906250
Iteration 294Q: 65 clusters Score -1.110868e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63748 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32075 members 
Mstep: Class 35 contains 25381 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31287 members 
Mstep: Class 53 contains 26780 members 
Mstep: Class 54 contains 67064 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86074 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086712.000000 Penalty: 131603.906250
Iteration 295Q: 65 clusters Score -1.110867e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63749 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25381 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12285 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31287 members 
Mstep: Class 53 contains 26782 members 
Mstep: Class 54 contains 67063 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86071 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086792.000000 Penalty: 131603.906250
Iteration 296Q: 65 clusters Score -1.110868e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42171 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63750 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25382 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31287 members 
Mstep: Class 53 contains 26784 members 
Mstep: Class 54 contains 67062 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86069 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086824.000000 Penalty: 131603.906250
Iteration 297Q: 65 clusters Score -1.110868e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42171 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63752 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25381 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10920 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26786 members 
Mstep: Class 54 contains 67062 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86067 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086800.000000 Penalty: 131603.906250
Iteration 298Q: 65 clusters Score -1.110868e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6905 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42171 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63753 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25381 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24917 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26789 members 
Mstep: Class 54 contains 67062 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86065 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086808.000000 Penalty: 131603.906250
Iteration 299Q: 65 clusters Score -1.110868e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63751 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25382 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26792 members 
Mstep: Class 54 contains 67062 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86062 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086760.000000 Penalty: 131603.906250
Iteration 300F: 65 clusters Score -1.110868e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49342 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63088 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63750 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25383 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24915 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26795 members 
Mstep: Class 54 contains 67062 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86061 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086728.000000 Penalty: 131603.906250
Iteration 301Q: 65 clusters Score -1.110867e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6908 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63749 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25385 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26800 members 
Mstep: Class 54 contains 67061 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86057 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086792.000000 Penalty: 131603.906250
Iteration 302Q: 65 clusters Score -1.110868e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 12093 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42173 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63748 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25385 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26805 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86054 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086824.000000 Penalty: 131603.906250
Iteration 303Q: 65 clusters Score -1.110868e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12091 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63747 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25385 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26812 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86052 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086824.000000 Penalty: 131603.906250
Iteration 304Q: 65 clusters Score -1.110868e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49342 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6908 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25386 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10923 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12282 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26815 members 
Mstep: Class 54 contains 67061 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86047 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086800.000000 Penalty: 131603.906250
Iteration 305Q: 65 clusters Score -1.110868e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49342 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20123 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25385 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26817 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86045 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086776.000000 Penalty: 131603.906250
Iteration 306Q: 65 clusters Score -1.110868e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25384 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9739 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31288 members 
Mstep: Class 53 contains 26822 members 
Mstep: Class 54 contains 67059 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86040 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086816.000000 Penalty: 131603.906250
Iteration 307Q: 65 clusters Score -1.110868e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20125 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25382 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9740 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26824 members 
Mstep: Class 54 contains 67059 members 
Mstep: Class 55 contains 4027 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86038 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086864.000000 Penalty: 131603.906250
Iteration 308Q: 65 clusters Score -1.110869e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8103 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25379 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9741 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26827 members 
Mstep: Class 54 contains 67059 members 
Mstep: Class 55 contains 4031 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86034 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086816.000000 Penalty: 131603.906250
Iteration 309Q: 65 clusters Score -1.110868e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4296 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9743 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26829 members 
Mstep: Class 54 contains 67059 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86031 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086800.000000 Penalty: 131603.906250
Iteration 310Q: 65 clusters Score -1.110868e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4298 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86031 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086848.000000 Penalty: 131603.906250
Iteration 311Q: 65 clusters Score -1.110868e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63746 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4299 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86030 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086832.000000 Penalty: 131603.906250
Iteration 312Q: 65 clusters Score -1.110868e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63745 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4301 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86028 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086840.000000 Penalty: 131603.906250
Iteration 313Q: 65 clusters Score -1.110868e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63744 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4304 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86025 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086808.000000 Penalty: 131603.906250
Iteration 314Q: 65 clusters Score -1.110868e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63743 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4307 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86023 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086808.000000 Penalty: 131603.906250
Iteration 315Q: 65 clusters Score -1.110868e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6908 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86024 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086800.000000 Penalty: 131603.906250
Iteration 316Q: 65 clusters Score -1.110868e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86024 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086784.000000 Penalty: 131603.906250
Iteration 317Q: 65 clusters Score -1.110868e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86024 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086784.000000 Penalty: 131603.906250
Iteration 318Q: 65 clusters Score -1.110868e+08 nChanged 1
Entering ConstructFrom: 
Score: -111086784.000000 Penalty: 131603.906250
Entering ConstructFrom: 
Trying to split cluster 1 (50224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Entering Unmasked Estep 
Score: -5631372.500000 Penalty: 1610.648193
	Iteration 0F: 2 clusters Score -5631372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5598674.000000 Penalty: 3221.296387
	Iteration 0F: 3 clusters Score -5598674 nChanged 23220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5611851.500000 Penalty: 3221.296387
	Iteration 1F: 3 clusters Score -5611852 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -5612465.000000 Penalty: 3221.296387
	Iteration 2Q: 3 clusters Score -5612465 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -5612976.500000 Penalty: 3221.296387
	Iteration 3Q: 3 clusters Score -5612976 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5613469.500000 Penalty: 3221.296387
	Iteration 4Q: 3 clusters Score -5613470 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -5613914.500000 Penalty: 3221.296387
	Iteration 5Q: 3 clusters Score -5613914 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5614437.000000 Penalty: 3221.296387
	Iteration 6Q: 3 clusters Score -5614437 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -5615118.000000 Penalty: 3221.296387
	Iteration 7Q: 3 clusters Score -5615118 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -5615963.000000 Penalty: 3221.296387
	Iteration 8Q: 3 clusters Score -5615963 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -5617074.000000 Penalty: 3221.296387
	Iteration 9Q: 3 clusters Score -5617074 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -5618590.000000 Penalty: 3221.296387
	Iteration 10Q: 3 clusters Score -5618590 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -5620251.000000 Penalty: 3221.296387
	Iteration 11F: 3 clusters Score -5620251 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -5621731.000000 Penalty: 3221.296387
	Iteration 12Q: 3 clusters Score -5621731 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5622641.000000 Penalty: 3221.296387
	Iteration 13Q: 3 clusters Score -5622641 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5623102.000000 Penalty: 3221.296387
	Iteration 14Q: 3 clusters Score -5623102 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5623441.000000 Penalty: 3221.296387
	Iteration 15Q: 3 clusters Score -5623441 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5623696.000000 Penalty: 3221.296387
	Iteration 16Q: 3 clusters Score -5623696 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -5623925.500000 Penalty: 3221.296387
	Iteration 17Q: 3 clusters Score -5623926 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5624161.500000 Penalty: 3221.296387
	Iteration 18Q: 3 clusters Score -5624162 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5624406.500000 Penalty: 3221.296387
	Iteration 19Q: 3 clusters Score -5624406 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5624607.000000 Penalty: 3221.296387
	Iteration 20F: 3 clusters Score -5624607 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -5624804.500000 Penalty: 3221.296387
	Iteration 21Q: 3 clusters Score -5624804 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5625050.500000 Penalty: 3221.296387
	Iteration 22Q: 3 clusters Score -5625050 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5625272.500000 Penalty: 3221.296387
	Iteration 23Q: 3 clusters Score -5625272 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5625493.500000 Penalty: 3221.296387
	Iteration 24Q: 3 clusters Score -5625494 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5625769.500000 Penalty: 3221.296387
	Iteration 25Q: 3 clusters Score -5625770 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5626017.000000 Penalty: 3221.296387
	Iteration 26Q: 3 clusters Score -5626017 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -5626271.000000 Penalty: 3221.296387
	Iteration 27Q: 3 clusters Score -5626271 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5626523.000000 Penalty: 3221.296387
	Iteration 28Q: 3 clusters Score -5626523 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5626782.500000 Penalty: 3221.296387
	Iteration 29Q: 3 clusters Score -5626782 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5626968.000000 Penalty: 3221.296387
	Iteration 30Q: 3 clusters Score -5626968 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5627187.000000 Penalty: 3221.296387
	Iteration 31Q: 3 clusters Score -5627187 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5627380.000000 Penalty: 3221.296387
	Iteration 32Q: 3 clusters Score -5627380 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5627520.500000 Penalty: 3221.296387
	Iteration 33Q: 3 clusters Score -5627520 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5627664.500000 Penalty: 3221.296387
	Iteration 34Q: 3 clusters Score -5627664 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5627819.000000 Penalty: 3221.296387
	Iteration 35Q: 3 clusters Score -5627819 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5627946.500000 Penalty: 3221.296387
	Iteration 36Q: 3 clusters Score -5627946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5628067.500000 Penalty: 3221.296387
	Iteration 37Q: 3 clusters Score -5628068 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5628185.000000 Penalty: 3221.296387
	Iteration 38Q: 3 clusters Score -5628185 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -5628285.500000 Penalty: 3221.296387
	Iteration 39Q: 3 clusters Score -5628286 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5628368.000000 Penalty: 3221.296387
	Iteration 40F: 3 clusters Score -5628368 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5628469.000000 Penalty: 3221.296387
	Iteration 41Q: 3 clusters Score -5628469 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5628580.000000 Penalty: 3221.296387
	Iteration 42Q: 3 clusters Score -5628580 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5628663.000000 Penalty: 3221.296387
	Iteration 43Q: 3 clusters Score -5628663 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5628743.000000 Penalty: 3221.296387
	Iteration 44Q: 3 clusters Score -5628743 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5628818.000000 Penalty: 3221.296387
	Iteration 45Q: 3 clusters Score -5628818 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5628914.500000 Penalty: 3221.296387
	Iteration 46Q: 3 clusters Score -5628914 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5629004.000000 Penalty: 3221.296387
	Iteration 47Q: 3 clusters Score -5629004 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5629088.000000 Penalty: 3221.296387
	Iteration 48Q: 3 clusters Score -5629088 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5629155.000000 Penalty: 3221.296387
	Iteration 49Q: 3 clusters Score -5629155 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -5629205.500000 Penalty: 3221.296387
	Iteration 50Q: 3 clusters Score -5629206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5629268.000000 Penalty: 3221.296387
	Iteration 51Q: 3 clusters Score -5629268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -5629320.000000 Penalty: 3221.296387
	Iteration 52Q: 3 clusters Score -5629320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5629387.500000 Penalty: 3221.296387
	Iteration 53Q: 3 clusters Score -5629388 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -5629426.000000 Penalty: 3221.296387
	Iteration 54Q: 3 clusters Score -5629426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -5629493.500000 Penalty: 3221.296387
	Iteration 55Q: 3 clusters Score -5629494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5629535.000000 Penalty: 3221.296387
	Iteration 56Q: 3 clusters Score -5629535 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -5629603.000000 Penalty: 3221.296387
	Iteration 57Q: 3 clusters Score -5629603 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -5629661.500000 Penalty: 3221.296387
	Iteration 58Q: 3 clusters Score -5629662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -5629731.000000 Penalty: 3221.296387
	Iteration 59Q: 3 clusters Score -5629731 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -5629779.500000 Penalty: 3221.296387
	Iteration 60F: 3 clusters Score -5629780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -5629827.000000 Penalty: 3221.296387
	Iteration 61Q: 3 clusters Score -5629827 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -5629875.000000 Penalty: 3221.296387
	Iteration 62Q: 3 clusters Score -5629875 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -5629918.000000 Penalty: 3221.296387
	Iteration 63Q: 3 clusters Score -5629918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -5629956.000000 Penalty: 3221.296387
	Iteration 64Q: 3 clusters Score -5629956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5629985.500000 Penalty: 3221.296387
	Iteration 65Q: 3 clusters Score -5629986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5630025.000000 Penalty: 3221.296387
	Iteration 66Q: 3 clusters Score -5630025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -5630056.500000 Penalty: 3221.296387
	Iteration 67Q: 3 clusters Score -5630056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -5630064.000000 Penalty: 3221.296387
	Iteration 68Q: 3 clusters Score -5630064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -5630096.000000 Penalty: 3221.296387
	Iteration 69Q: 3 clusters Score -5630096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -5630112.500000 Penalty: 3221.296387
	Iteration 70Q: 3 clusters Score -5630112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -5630125.500000 Penalty: 3221.296387
	Iteration 71Q: 3 clusters Score -5630126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -5630137.000000 Penalty: 3221.296387
	Iteration 72Q: 3 clusters Score -5630137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -5630157.500000 Penalty: 3221.296387
	Iteration 73Q: 3 clusters Score -5630158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -5630159.000000 Penalty: 3221.296387
	Iteration 74Q: 3 clusters Score -5630159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -5630167.500000 Penalty: 3221.296387
	Iteration 75Q: 3 clusters Score -5630168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5630177.500000 Penalty: 3221.296387
	Iteration 76Q: 3 clusters Score -5630178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -5630187.000000 Penalty: 3221.296387
	Iteration 77Q: 3 clusters Score -5630187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -5630194.500000 Penalty: 3221.296387
	Iteration 78Q: 3 clusters Score -5630194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5630194.000000 Penalty: 3221.296387
	Iteration 79Q: 3 clusters Score -5630194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -5630194.500000 Penalty: 3221.296387
	Iteration 80F: 3 clusters Score -5630194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5630198.500000 Penalty: 3221.296387
	Iteration 81Q: 3 clusters Score -5630198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -5630218.000000 Penalty: 3221.296387
	Iteration 82Q: 3 clusters Score -5630218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5630214.000000 Penalty: 3221.296387
	Iteration 83Q: 3 clusters Score -5630214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -5630218.000000 Penalty: 3221.296387
	Iteration 84Q: 3 clusters Score -5630218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -5630229.500000 Penalty: 3221.296387
	Iteration 85Q: 3 clusters Score -5630230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -5630233.500000 Penalty: 3221.296387
	Iteration 86Q: 3 clusters Score -5630234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -5630238.500000 Penalty: 3221.296387
	Iteration 87Q: 3 clusters Score -5630238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -5630238.000000 Penalty: 3221.296387
	Iteration 88Q: 3 clusters Score -5630238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -5630244.000000 Penalty: 3221.296387
	Iteration 89Q: 3 clusters Score -5630244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -5630243.500000 Penalty: 3221.296387
	Iteration 90Q: 3 clusters Score -5630244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -5630243.500000 Penalty: 3221.296387
	Iteration 91Q: 3 clusters Score -5630244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -5630250.000000 Penalty: 3221.296387
	Iteration 92Q: 3 clusters Score -5630250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -5630245.000000 Penalty: 3221.296387
	Iteration 93Q: 3 clusters Score -5630245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5630244.500000 Penalty: 3221.296387
	Iteration 94Q: 3 clusters Score -5630244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -5630246.500000 Penalty: 3221.296387
	Iteration 95Q: 3 clusters Score -5630246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -5630252.500000 Penalty: 3221.296387
	Iteration 96Q: 3 clusters Score -5630252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -5630247.000000 Penalty: 3221.296387
	Iteration 97Q: 3 clusters Score -5630247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -5630255.000000 Penalty: 3221.296387
	Iteration 98Q: 3 clusters Score -5630255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -5630259.000000 Penalty: 3221.296387
	Iteration 99Q: 3 clusters Score -5630259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -5630255.000000 Penalty: 3221.296387
	Iteration 100F: 3 clusters Score -5630255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -5630261.000000 Penalty: 3221.296387
	Iteration 101Q: 3 clusters Score -5630261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -5630265.500000 Penalty: 3221.296387
	Iteration 102Q: 3 clusters Score -5630266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -5630271.000000 Penalty: 3221.296387
	Iteration 103Q: 3 clusters Score -5630271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -5630271.500000 Penalty: 3221.296387
	Iteration 104Q: 3 clusters Score -5630272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -5630270.500000 Penalty: 3221.296387
	Iteration 105Q: 3 clusters Score -5630270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -5630273.500000 Penalty: 3221.296387
	Iteration 106Q: 3 clusters Score -5630274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -5630275.500000 Penalty: 3221.296387
	Iteration 107Q: 3 clusters Score -5630276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -5630274.500000 Penalty: 3221.296387
	Iteration 108Q: 3 clusters Score -5630274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -5630286.500000 Penalty: 3221.296387
	Iteration 109Q: 3 clusters Score -5630286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -5630283.500000 Penalty: 3221.296387
	Iteration 110Q: 3 clusters Score -5630284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -5630288.000000 Penalty: 3221.296387
	Iteration 111Q: 3 clusters Score -5630288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -5630291.000000 Penalty: 3221.296387
	Iteration 112Q: 3 clusters Score -5630291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -5630291.500000 Penalty: 3221.296387
	Iteration 113Q: 3 clusters Score -5630292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -5630289.500000 Penalty: 3221.296387
	Iteration 114Q: 3 clusters Score -5630290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -5630295.500000 Penalty: 3221.296387
	Iteration 115Q: 3 clusters Score -5630296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -5630291.000000 Penalty: 3221.296387
	Iteration 116Q: 3 clusters Score -5630291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -5630292.500000 Penalty: 3221.296387
	Iteration 117Q: 3 clusters Score -5630292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5630294.000000 Penalty: 3221.296387
	Iteration 118Q: 3 clusters Score -5630294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -5630294.000000 Penalty: 3221.296387
	Iteration 119Q: 3 clusters Score -5630294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -5630294.000000 Penalty: 3221.296387
	Iteration 120F: 3 clusters Score -5630294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5630292.500000 Penalty: 3221.296387
	Iteration 121Q: 3 clusters Score -5630292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5630299.000000 Penalty: 3221.296387
	Iteration 122Q: 3 clusters Score -5630299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5630296.500000 Penalty: 3221.296387
	Iteration 123Q: 3 clusters Score -5630296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5630295.000000 Penalty: 3221.296387
	Iteration 124Q: 3 clusters Score -5630295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5630295.000000 Penalty: 3221.296387
	Iteration 125F: 3 clusters Score -5630295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Entering Unmasked Estep 
Score: -1317995.000000 Penalty: 1398.703125
	Iteration 0F: 2 clusters Score -1317995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1309872.500000 Penalty: 2797.406250
	Iteration 0F: 3 clusters Score -1309872 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1312727.750000 Penalty: 2797.406250
	Iteration 1F: 3 clusters Score -1312728 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1313209.875000 Penalty: 2797.406250
	Iteration 2F: 3 clusters Score -1313210 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1313663.375000 Penalty: 2797.406250
	Iteration 3F: 3 clusters Score -1313663 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1314120.000000 Penalty: 2797.406250
	Iteration 4F: 3 clusters Score -1314120 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1314517.875000 Penalty: 2797.406250
	Iteration 5F: 3 clusters Score -1314518 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1314865.375000 Penalty: 2797.406250
	Iteration 6Q: 3 clusters Score -1314865 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1315166.750000 Penalty: 2797.406250
	Iteration 7Q: 3 clusters Score -1315167 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1315435.125000 Penalty: 2797.406250
	Iteration 8Q: 3 clusters Score -1315435 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1315641.625000 Penalty: 2797.406250
	Iteration 9Q: 3 clusters Score -1315642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1315834.625000 Penalty: 2797.406250
	Iteration 10Q: 3 clusters Score -1315835 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1315999.000000 Penalty: 2797.406250
	Iteration 11Q: 3 clusters Score -1315999 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1316148.875000 Penalty: 2797.406250
	Iteration 12Q: 3 clusters Score -1316149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1316277.375000 Penalty: 2797.406250
	Iteration 13Q: 3 clusters Score -1316277 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1316387.875000 Penalty: 2797.406250
	Iteration 14Q: 3 clusters Score -1316388 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1316481.375000 Penalty: 2797.406250
	Iteration 15Q: 3 clusters Score -1316481 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1316559.625000 Penalty: 2797.406250
	Iteration 16Q: 3 clusters Score -1316560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1316628.750000 Penalty: 2797.406250
	Iteration 17Q: 3 clusters Score -1316629 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1316685.875000 Penalty: 2797.406250
	Iteration 18Q: 3 clusters Score -1316686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1316753.000000 Penalty: 2797.406250
	Iteration 19Q: 3 clusters Score -1316753 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1316819.375000 Penalty: 2797.406250
	Iteration 20F: 3 clusters Score -1316819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1316882.125000 Penalty: 2797.406250
	Iteration 21Q: 3 clusters Score -1316882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1316925.500000 Penalty: 2797.406250
	Iteration 22Q: 3 clusters Score -1316926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1316962.875000 Penalty: 2797.406250
	Iteration 23Q: 3 clusters Score -1316963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1317010.500000 Penalty: 2797.406250
	Iteration 24Q: 3 clusters Score -1317010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1317065.625000 Penalty: 2797.406250
	Iteration 25Q: 3 clusters Score -1317066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1317132.875000 Penalty: 2797.406250
	Iteration 26Q: 3 clusters Score -1317133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1317201.500000 Penalty: 2797.406250
	Iteration 27Q: 3 clusters Score -1317202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1317251.750000 Penalty: 2797.406250
	Iteration 28Q: 3 clusters Score -1317252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1317297.375000 Penalty: 2797.406250
	Iteration 29Q: 3 clusters Score -1317297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1317333.375000 Penalty: 2797.406250
	Iteration 30Q: 3 clusters Score -1317333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1317387.125000 Penalty: 2797.406250
	Iteration 31Q: 3 clusters Score -1317387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1317461.125000 Penalty: 2797.406250
	Iteration 32Q: 3 clusters Score -1317461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1317505.000000 Penalty: 2797.406250
	Iteration 33Q: 3 clusters Score -1317505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1317535.500000 Penalty: 2797.406250
	Iteration 34Q: 3 clusters Score -1317536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1317562.875000 Penalty: 2797.406250
	Iteration 35Q: 3 clusters Score -1317563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1317579.750000 Penalty: 2797.406250
	Iteration 36Q: 3 clusters Score -1317580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1317586.625000 Penalty: 2797.406250
	Iteration 37Q: 3 clusters Score -1317587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1317591.625000 Penalty: 2797.406250
	Iteration 38Q: 3 clusters Score -1317592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1317598.875000 Penalty: 2797.406250
	Iteration 39Q: 3 clusters Score -1317599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1317598.125000 Penalty: 2797.406250
	Iteration 40F: 3 clusters Score -1317598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1317603.625000 Penalty: 2797.406250
	Iteration 41Q: 3 clusters Score -1317604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1317606.125000 Penalty: 2797.406250
	Iteration 42Q: 3 clusters Score -1317606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1317607.250000 Penalty: 2797.406250
	Iteration 43Q: 3 clusters Score -1317607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1317609.000000 Penalty: 2797.406250
	Iteration 44Q: 3 clusters Score -1317609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1317608.625000 Penalty: 2797.406250
	Iteration 45Q: 3 clusters Score -1317609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1317610.875000 Penalty: 2797.406250
	Iteration 46Q: 3 clusters Score -1317611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1317609.375000 Penalty: 2797.406250
	Iteration 47Q: 3 clusters Score -1317609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1317610.750000 Penalty: 2797.406250
	Iteration 48Q: 3 clusters Score -1317611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1317610.750000 Penalty: 2797.406250
	Iteration 49F: 3 clusters Score -1317611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Entering Unmasked Estep 
Score: -1162954.250000 Penalty: 1381.536621
	Iteration 0F: 2 clusters Score -1162954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1155750.125000 Penalty: 2763.073242
	Iteration 0F: 3 clusters Score -1155750 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1158165.125000 Penalty: 2763.073242
	Iteration 1F: 3 clusters Score -1158165 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1158539.125000 Penalty: 2763.073242
	Iteration 2F: 3 clusters Score -1158539 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1158830.125000 Penalty: 2763.073242
	Iteration 3F: 3 clusters Score -1158830 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1159061.000000 Penalty: 2763.073242
	Iteration 4Q: 3 clusters Score -1159061 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1159244.125000 Penalty: 2763.073242
	Iteration 5Q: 3 clusters Score -1159244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1159416.125000 Penalty: 2763.073242
	Iteration 6Q: 3 clusters Score -1159416 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1159614.125000 Penalty: 2763.073242
	Iteration 7Q: 3 clusters Score -1159614 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1159787.125000 Penalty: 2763.073242
	Iteration 8Q: 3 clusters Score -1159787 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1159954.000000 Penalty: 2763.073242
	Iteration 9Q: 3 clusters Score -1159954 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1160115.000000 Penalty: 2763.073242
	Iteration 10Q: 3 clusters Score -1160115 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1160286.000000 Penalty: 2763.073242
	Iteration 11Q: 3 clusters Score -1160286 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1160464.625000 Penalty: 2763.073242
	Iteration 12Q: 3 clusters Score -1160465 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1160622.375000 Penalty: 2763.073242
	Iteration 13Q: 3 clusters Score -1160622 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1160789.875000 Penalty: 2763.073242
	Iteration 14Q: 3 clusters Score -1160790 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1160961.500000 Penalty: 2763.073242
	Iteration 15Q: 3 clusters Score -1160962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1161090.375000 Penalty: 2763.073242
	Iteration 16Q: 3 clusters Score -1161090 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1161198.750000 Penalty: 2763.073242
	Iteration 17Q: 3 clusters Score -1161199 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1161270.125000 Penalty: 2763.073242
	Iteration 18Q: 3 clusters Score -1161270 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1161332.750000 Penalty: 2763.073242
	Iteration 19Q: 3 clusters Score -1161333 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1161397.250000 Penalty: 2763.073242
	Iteration 20F: 3 clusters Score -1161397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1161452.500000 Penalty: 2763.073242
	Iteration 21Q: 3 clusters Score -1161452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1161502.375000 Penalty: 2763.073242
	Iteration 22Q: 3 clusters Score -1161502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1161553.000000 Penalty: 2763.073242
	Iteration 23Q: 3 clusters Score -1161553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1161612.875000 Penalty: 2763.073242
	Iteration 24Q: 3 clusters Score -1161613 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1161656.000000 Penalty: 2763.073242
	Iteration 25Q: 3 clusters Score -1161656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1161689.875000 Penalty: 2763.073242
	Iteration 26Q: 3 clusters Score -1161690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1161723.875000 Penalty: 2763.073242
	Iteration 27Q: 3 clusters Score -1161724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1161748.500000 Penalty: 2763.073242
	Iteration 28Q: 3 clusters Score -1161748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1161777.750000 Penalty: 2763.073242
	Iteration 29Q: 3 clusters Score -1161778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1161800.375000 Penalty: 2763.073242
	Iteration 30Q: 3 clusters Score -1161800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1161824.375000 Penalty: 2763.073242
	Iteration 31Q: 3 clusters Score -1161824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1161845.500000 Penalty: 2763.073242
	Iteration 32Q: 3 clusters Score -1161846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1161860.500000 Penalty: 2763.073242
	Iteration 33Q: 3 clusters Score -1161860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1161872.875000 Penalty: 2763.073242
	Iteration 34Q: 3 clusters Score -1161873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1161885.500000 Penalty: 2763.073242
	Iteration 35Q: 3 clusters Score -1161886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1161896.625000 Penalty: 2763.073242
	Iteration 36Q: 3 clusters Score -1161897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1161908.875000 Penalty: 2763.073242
	Iteration 37Q: 3 clusters Score -1161909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1161927.625000 Penalty: 2763.073242
	Iteration 38Q: 3 clusters Score -1161928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1161937.125000 Penalty: 2763.073242
	Iteration 39Q: 3 clusters Score -1161937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1161947.125000 Penalty: 2763.073242
	Iteration 40F: 3 clusters Score -1161947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1161955.625000 Penalty: 2763.073242
	Iteration 41Q: 3 clusters Score -1161956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1161962.250000 Penalty: 2763.073242
	Iteration 42Q: 3 clusters Score -1161962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1161974.375000 Penalty: 2763.073242
	Iteration 43Q: 3 clusters Score -1161974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1161976.000000 Penalty: 2763.073242
	Iteration 44Q: 3 clusters Score -1161976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1161979.500000 Penalty: 2763.073242
	Iteration 45Q: 3 clusters Score -1161980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1161984.750000 Penalty: 2763.073242
	Iteration 46Q: 3 clusters Score -1161985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1161989.500000 Penalty: 2763.073242
	Iteration 47Q: 3 clusters Score -1161990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1161996.125000 Penalty: 2763.073242
	Iteration 48Q: 3 clusters Score -1161996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1162001.250000 Penalty: 2763.073242
	Iteration 49Q: 3 clusters Score -1162001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1162006.375000 Penalty: 2763.073242
	Iteration 50Q: 3 clusters Score -1162006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1162009.875000 Penalty: 2763.073242
	Iteration 51Q: 3 clusters Score -1162010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1162014.125000 Penalty: 2763.073242
	Iteration 52Q: 3 clusters Score -1162014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1162022.750000 Penalty: 2763.073242
	Iteration 53Q: 3 clusters Score -1162023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1162024.125000 Penalty: 2763.073242
	Iteration 54Q: 3 clusters Score -1162024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1162023.500000 Penalty: 2763.073242
	Iteration 55Q: 3 clusters Score -1162024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1162024.000000 Penalty: 2763.073242
	Iteration 56Q: 3 clusters Score -1162024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1162024.000000 Penalty: 2763.073242
	Iteration 57F: 3 clusters Score -1162024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Entering Unmasked Estep 
Score: -5770877.500000 Penalty: 1608.008911
	Iteration 0F: 2 clusters Score -5770878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5738789.000000 Penalty: 3216.017822
	Iteration 0F: 3 clusters Score -5738789 nChanged 22852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5751051.500000 Penalty: 3216.017822
	Iteration 1F: 3 clusters Score -5751052 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -5751677.500000 Penalty: 3216.017822
	Iteration 2Q: 3 clusters Score -5751678 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5752291.000000 Penalty: 3216.017822
	Iteration 3Q: 3 clusters Score -5752291 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -5753011.000000 Penalty: 3216.017822
	Iteration 4Q: 3 clusters Score -5753011 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5753988.500000 Penalty: 3216.017822
	Iteration 5Q: 3 clusters Score -5753988 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -5755503.500000 Penalty: 3216.017822
	Iteration 6F: 3 clusters Score -5755504 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5757644.500000 Penalty: 3216.017822
	Iteration 7F: 3 clusters Score -5757644 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5760575.500000 Penalty: 3216.017822
	Iteration 8F: 3 clusters Score -5760576 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5763762.000000 Penalty: 3216.017822
	Iteration 9F: 3 clusters Score -5763762 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -5766488.000000 Penalty: 3216.017822
	Iteration 10F: 3 clusters Score -5766488 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5768140.000000 Penalty: 3216.017822
	Iteration 11Q: 3 clusters Score -5768140 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -5768935.500000 Penalty: 3216.017822
	Iteration 12Q: 3 clusters Score -5768936 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -5769249.000000 Penalty: 3216.017822
	Iteration 13Q: 3 clusters Score -5769249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -5769397.500000 Penalty: 3216.017822
	Iteration 14Q: 3 clusters Score -5769398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -5769452.500000 Penalty: 3216.017822
	Iteration 15Q: 3 clusters Score -5769452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -5769496.500000 Penalty: 3216.017822
	Iteration 16Q: 3 clusters Score -5769496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -5769518.000000 Penalty: 3216.017822
	Iteration 17Q: 3 clusters Score -5769518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -5769544.000000 Penalty: 3216.017822
	Iteration 18Q: 3 clusters Score -5769544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -5769574.000000 Penalty: 3216.017822
	Iteration 19Q: 3 clusters Score -5769574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -5769588.000000 Penalty: 3216.017822
	Iteration 20F: 3 clusters Score -5769588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -5769597.500000 Penalty: 3216.017822
	Iteration 21Q: 3 clusters Score -5769598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -5769604.500000 Penalty: 3216.017822
	Iteration 22Q: 3 clusters Score -5769604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -5769603.500000 Penalty: 3216.017822
	Iteration 23Q: 3 clusters Score -5769604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -5769607.000000 Penalty: 3216.017822
	Iteration 24Q: 3 clusters Score -5769607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -5769607.000000 Penalty: 3216.017822
	Iteration 25F: 3 clusters Score -5769607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Entering Unmasked Estep 
Score: -2074626.500000 Penalty: 1453.266968
	Iteration 0F: 2 clusters Score -2074626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2063284.875000 Penalty: 2906.533936
	Iteration 0F: 3 clusters Score -2063285 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2067102.625000 Penalty: 2906.533936
	Iteration 1F: 3 clusters Score -2067103 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2067479.750000 Penalty: 2906.533936
	Iteration 2F: 3 clusters Score -2067480 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2067866.000000 Penalty: 2906.533936
	Iteration 3F: 3 clusters Score -2067866 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2068286.625000 Penalty: 2906.533936
	Iteration 4Q: 3 clusters Score -2068287 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2068764.500000 Penalty: 2906.533936
	Iteration 5F: 3 clusters Score -2068764 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2069288.000000 Penalty: 2906.533936
	Iteration 6F: 3 clusters Score -2069288 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2069762.500000 Penalty: 2906.533936
	Iteration 7F: 3 clusters Score -2069762 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2070175.375000 Penalty: 2906.533936
	Iteration 8Q: 3 clusters Score -2070175 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2070497.500000 Penalty: 2906.533936
	Iteration 9Q: 3 clusters Score -2070498 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2070732.500000 Penalty: 2906.533936
	Iteration 10Q: 3 clusters Score -2070732 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2070911.375000 Penalty: 2906.533936
	Iteration 11Q: 3 clusters Score -2070911 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2071019.250000 Penalty: 2906.533936
	Iteration 12Q: 3 clusters Score -2071019 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2071098.750000 Penalty: 2906.533936
	Iteration 13Q: 3 clusters Score -2071099 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2071163.375000 Penalty: 2906.533936
	Iteration 14Q: 3 clusters Score -2071163 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2071214.750000 Penalty: 2906.533936
	Iteration 15Q: 3 clusters Score -2071215 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2071251.000000 Penalty: 2906.533936
	Iteration 16Q: 3 clusters Score -2071251 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2071292.125000 Penalty: 2906.533936
	Iteration 17Q: 3 clusters Score -2071292 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2071316.500000 Penalty: 2906.533936
	Iteration 18Q: 3 clusters Score -2071316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2071351.125000 Penalty: 2906.533936
	Iteration 19Q: 3 clusters Score -2071351 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2071389.500000 Penalty: 2906.533936
	Iteration 20F: 3 clusters Score -2071390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2071418.750000 Penalty: 2906.533936
	Iteration 21Q: 3 clusters Score -2071419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2071452.750000 Penalty: 2906.533936
	Iteration 22Q: 3 clusters Score -2071453 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2071497.000000 Penalty: 2906.533936
	Iteration 23Q: 3 clusters Score -2071497 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2071538.875000 Penalty: 2906.533936
	Iteration 24Q: 3 clusters Score -2071539 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2071578.000000 Penalty: 2906.533936
	Iteration 25Q: 3 clusters Score -2071578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2071629.125000 Penalty: 2906.533936
	Iteration 26Q: 3 clusters Score -2071629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2071685.750000 Penalty: 2906.533936
	Iteration 27Q: 3 clusters Score -2071686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2071768.250000 Penalty: 2906.533936
	Iteration 28Q: 3 clusters Score -2071768 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2071852.125000 Penalty: 2906.533936
	Iteration 29Q: 3 clusters Score -2071852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2071928.625000 Penalty: 2906.533936
	Iteration 30Q: 3 clusters Score -2071929 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2072010.750000 Penalty: 2906.533936
	Iteration 31Q: 3 clusters Score -2072011 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2072127.375000 Penalty: 2906.533936
	Iteration 32Q: 3 clusters Score -2072127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2072251.500000 Penalty: 2906.533936
	Iteration 33Q: 3 clusters Score -2072252 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2072387.250000 Penalty: 2906.533936
	Iteration 34Q: 3 clusters Score -2072387 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2072522.375000 Penalty: 2906.533936
	Iteration 35Q: 3 clusters Score -2072522 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2072639.625000 Penalty: 2906.533936
	Iteration 36Q: 3 clusters Score -2072640 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2072772.375000 Penalty: 2906.533936
	Iteration 37Q: 3 clusters Score -2072772 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2072891.875000 Penalty: 2906.533936
	Iteration 38Q: 3 clusters Score -2072892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2073007.750000 Penalty: 2906.533936
	Iteration 39Q: 3 clusters Score -2073008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2073099.125000 Penalty: 2906.533936
	Iteration 40F: 3 clusters Score -2073099 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2073165.000000 Penalty: 2906.533936
	Iteration 41Q: 3 clusters Score -2073165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2073229.375000 Penalty: 2906.533936
	Iteration 42Q: 3 clusters Score -2073229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2073285.375000 Penalty: 2906.533936
	Iteration 43Q: 3 clusters Score -2073285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2073325.625000 Penalty: 2906.533936
	Iteration 44Q: 3 clusters Score -2073326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2073351.125000 Penalty: 2906.533936
	Iteration 45Q: 3 clusters Score -2073351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2073375.375000 Penalty: 2906.533936
	Iteration 46Q: 3 clusters Score -2073375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2073390.500000 Penalty: 2906.533936
	Iteration 47Q: 3 clusters Score -2073390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2073403.750000 Penalty: 2906.533936
	Iteration 48Q: 3 clusters Score -2073404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2073418.750000 Penalty: 2906.533936
	Iteration 49Q: 3 clusters Score -2073419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2073427.500000 Penalty: 2906.533936
	Iteration 50Q: 3 clusters Score -2073428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2073429.375000 Penalty: 2906.533936
	Iteration 51Q: 3 clusters Score -2073429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2073434.625000 Penalty: 2906.533936
	Iteration 52Q: 3 clusters Score -2073435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2073436.875000 Penalty: 2906.533936
	Iteration 53Q: 3 clusters Score -2073437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2073437.625000 Penalty: 2906.533936
	Iteration 54Q: 3 clusters Score -2073438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2073442.375000 Penalty: 2906.533936
	Iteration 55Q: 3 clusters Score -2073442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2073443.500000 Penalty: 2906.533936
	Iteration 56Q: 3 clusters Score -2073444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2073448.750000 Penalty: 2906.533936
	Iteration 57Q: 3 clusters Score -2073449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2073449.750000 Penalty: 2906.533936
	Iteration 58Q: 3 clusters Score -2073450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2073453.625000 Penalty: 2906.533936
	Iteration 59Q: 3 clusters Score -2073454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2073452.625000 Penalty: 2906.533936
	Iteration 60F: 3 clusters Score -2073453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2073451.375000 Penalty: 2906.533936
	Iteration 61Q: 3 clusters Score -2073451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2073453.250000 Penalty: 2906.533936
	Iteration 62Q: 3 clusters Score -2073453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2073460.000000 Penalty: 2906.533936
	Iteration 63Q: 3 clusters Score -2073460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2073460.750000 Penalty: 2906.533936
	Iteration 64Q: 3 clusters Score -2073461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2073464.875000 Penalty: 2906.533936
	Iteration 65Q: 3 clusters Score -2073465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2073465.875000 Penalty: 2906.533936
	Iteration 66Q: 3 clusters Score -2073466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2073467.625000 Penalty: 2906.533936
	Iteration 67Q: 3 clusters Score -2073468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2073470.500000 Penalty: 2906.533936
	Iteration 68Q: 3 clusters Score -2073470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2073475.250000 Penalty: 2906.533936
	Iteration 69Q: 3 clusters Score -2073475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2073475.000000 Penalty: 2906.533936
	Iteration 70Q: 3 clusters Score -2073475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2073475.000000 Penalty: 2906.533936
	Iteration 71Q: 3 clusters Score -2073475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2073479.625000 Penalty: 2906.533936
	Iteration 72Q: 3 clusters Score -2073480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2073478.500000 Penalty: 2906.533936
	Iteration 73Q: 3 clusters Score -2073478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2073482.000000 Penalty: 2906.533936
	Iteration 74Q: 3 clusters Score -2073482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2073482.000000 Penalty: 2906.533936
	Iteration 75F: 3 clusters Score -2073482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -532490.062500 Penalty: 1261.066895
	Iteration 0F: 2 clusters Score -532490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -528952.875000 Penalty: 2522.133789
	Iteration 0F: 3 clusters Score -528952.9 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -529998.375000 Penalty: 2522.133789
	Iteration 1F: 3 clusters Score -529998.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -530241.312500 Penalty: 2522.133789
	Iteration 2F: 3 clusters Score -530241.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -530399.000000 Penalty: 2522.133789
	Iteration 3F: 3 clusters Score -530399 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -530507.062500 Penalty: 2522.133789
	Iteration 4Q: 3 clusters Score -530507.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -530583.187500 Penalty: 2522.133789
	Iteration 5Q: 3 clusters Score -530583.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -530647.437500 Penalty: 2522.133789
	Iteration 6Q: 3 clusters Score -530647.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -530698.500000 Penalty: 2522.133789
	Iteration 7Q: 3 clusters Score -530698.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -530744.500000 Penalty: 2522.133789
	Iteration 8Q: 3 clusters Score -530744.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -530777.062500 Penalty: 2522.133789
	Iteration 9Q: 3 clusters Score -530777.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -530803.687500 Penalty: 2522.133789
	Iteration 10Q: 3 clusters Score -530803.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -530823.625000 Penalty: 2522.133789
	Iteration 11Q: 3 clusters Score -530823.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -530849.250000 Penalty: 2522.133789
	Iteration 12Q: 3 clusters Score -530849.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -530871.437500 Penalty: 2522.133789
	Iteration 13Q: 3 clusters Score -530871.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -530891.875000 Penalty: 2522.133789
	Iteration 14Q: 3 clusters Score -530891.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -530912.687500 Penalty: 2522.133789
	Iteration 15Q: 3 clusters Score -530912.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -530930.812500 Penalty: 2522.133789
	Iteration 16Q: 3 clusters Score -530930.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -530949.250000 Penalty: 2522.133789
	Iteration 17Q: 3 clusters Score -530949.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -530968.625000 Penalty: 2522.133789
	Iteration 18Q: 3 clusters Score -530968.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -530987.687500 Penalty: 2522.133789
	Iteration 19Q: 3 clusters Score -530987.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -531007.000000 Penalty: 2522.133789
	Iteration 20F: 3 clusters Score -531007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -531025.937500 Penalty: 2522.133789
	Iteration 21Q: 3 clusters Score -531025.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -531044.125000 Penalty: 2522.133789
	Iteration 22Q: 3 clusters Score -531044.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -531059.875000 Penalty: 2522.133789
	Iteration 23Q: 3 clusters Score -531059.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -531081.187500 Penalty: 2522.133789
	Iteration 24Q: 3 clusters Score -531081.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -531100.250000 Penalty: 2522.133789
	Iteration 25Q: 3 clusters Score -531100.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -531113.000000 Penalty: 2522.133789
	Iteration 26Q: 3 clusters Score -531113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -531128.312500 Penalty: 2522.133789
	Iteration 27Q: 3 clusters Score -531128.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -531146.250000 Penalty: 2522.133789
	Iteration 28Q: 3 clusters Score -531146.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -531168.187500 Penalty: 2522.133789
	Iteration 29Q: 3 clusters Score -531168.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -531188.687500 Penalty: 2522.133789
	Iteration 30Q: 3 clusters Score -531188.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -531215.937500 Penalty: 2522.133789
	Iteration 31Q: 3 clusters Score -531215.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -531245.437500 Penalty: 2522.133789
	Iteration 32Q: 3 clusters Score -531245.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -531261.812500 Penalty: 2522.133789
	Iteration 33Q: 3 clusters Score -531261.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -531277.437500 Penalty: 2522.133789
	Iteration 34Q: 3 clusters Score -531277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -531288.000000 Penalty: 2522.133789
	Iteration 35Q: 3 clusters Score -531288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -531296.750000 Penalty: 2522.133789
	Iteration 36Q: 3 clusters Score -531296.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -531308.062500 Penalty: 2522.133789
	Iteration 37Q: 3 clusters Score -531308.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -531320.562500 Penalty: 2522.133789
	Iteration 38Q: 3 clusters Score -531320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -531325.812500 Penalty: 2522.133789
	Iteration 39Q: 3 clusters Score -531325.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -531333.000000 Penalty: 2522.133789
	Iteration 40F: 3 clusters Score -531333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -531345.062500 Penalty: 2522.133789
	Iteration 41Q: 3 clusters Score -531345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -531351.687500 Penalty: 2522.133789
	Iteration 42Q: 3 clusters Score -531351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -531357.375000 Penalty: 2522.133789
	Iteration 43Q: 3 clusters Score -531357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -531358.000000 Penalty: 2522.133789
	Iteration 44Q: 3 clusters Score -531358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -531361.125000 Penalty: 2522.133789
	Iteration 45Q: 3 clusters Score -531361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -531361.875000 Penalty: 2522.133789
	Iteration 46Q: 3 clusters Score -531361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -531365.750000 Penalty: 2522.133789
	Iteration 47Q: 3 clusters Score -531365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -531367.812500 Penalty: 2522.133789
	Iteration 48Q: 3 clusters Score -531367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -531368.562500 Penalty: 2522.133789
	Iteration 49Q: 3 clusters Score -531368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -531368.562500 Penalty: 2522.133789
	Iteration 50F: 3 clusters Score -531368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -772712.062500 Penalty: 1315.478271
	Iteration 0F: 2 clusters Score -772712.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -767903.062500 Penalty: 2630.956543
	Iteration 0F: 3 clusters Score -767903.1 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -769373.937500 Penalty: 2630.956543
	Iteration 1F: 3 clusters Score -769373.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -769611.125000 Penalty: 2630.956543
	Iteration 2F: 3 clusters Score -769611.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -769754.250000 Penalty: 2630.956543
	Iteration 3Q: 3 clusters Score -769754.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -769858.437500 Penalty: 2630.956543
	Iteration 4Q: 3 clusters Score -769858.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -769941.437500 Penalty: 2630.956543
	Iteration 5Q: 3 clusters Score -769941.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -770028.375000 Penalty: 2630.956543
	Iteration 6Q: 3 clusters Score -770028.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -770106.875000 Penalty: 2630.956543
	Iteration 7Q: 3 clusters Score -770106.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -770175.125000 Penalty: 2630.956543
	Iteration 8Q: 3 clusters Score -770175.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -770245.375000 Penalty: 2630.956543
	Iteration 9Q: 3 clusters Score -770245.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -770305.125000 Penalty: 2630.956543
	Iteration 10Q: 3 clusters Score -770305.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -770365.750000 Penalty: 2630.956543
	Iteration 11Q: 3 clusters Score -770365.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -770414.000000 Penalty: 2630.956543
	Iteration 12Q: 3 clusters Score -770414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -770457.750000 Penalty: 2630.956543
	Iteration 13Q: 3 clusters Score -770457.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -770500.000000 Penalty: 2630.956543
	Iteration 14Q: 3 clusters Score -770500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -770541.250000 Penalty: 2630.956543
	Iteration 15Q: 3 clusters Score -770541.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -770581.250000 Penalty: 2630.956543
	Iteration 16Q: 3 clusters Score -770581.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -770624.312500 Penalty: 2630.956543
	Iteration 17Q: 3 clusters Score -770624.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -770659.250000 Penalty: 2630.956543
	Iteration 18Q: 3 clusters Score -770659.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -770699.500000 Penalty: 2630.956543
	Iteration 19Q: 3 clusters Score -770699.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -770742.375000 Penalty: 2630.956543
	Iteration 20F: 3 clusters Score -770742.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -770787.562500 Penalty: 2630.956543
	Iteration 21Q: 3 clusters Score -770787.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -770837.937500 Penalty: 2630.956543
	Iteration 22Q: 3 clusters Score -770837.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -770896.250000 Penalty: 2630.956543
	Iteration 23Q: 3 clusters Score -770896.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -770953.562500 Penalty: 2630.956543
	Iteration 24Q: 3 clusters Score -770953.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -771025.000000 Penalty: 2630.956543
	Iteration 25Q: 3 clusters Score -771025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -771090.812500 Penalty: 2630.956543
	Iteration 26Q: 3 clusters Score -771090.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -771171.750000 Penalty: 2630.956543
	Iteration 27Q: 3 clusters Score -771171.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -771260.562500 Penalty: 2630.956543
	Iteration 28Q: 3 clusters Score -771260.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -771332.312500 Penalty: 2630.956543
	Iteration 29Q: 3 clusters Score -771332.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -771391.625000 Penalty: 2630.956543
	Iteration 30Q: 3 clusters Score -771391.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -771442.937500 Penalty: 2630.956543
	Iteration 31Q: 3 clusters Score -771442.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -771483.062500 Penalty: 2630.956543
	Iteration 32Q: 3 clusters Score -771483.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -771524.125000 Penalty: 2630.956543
	Iteration 33Q: 3 clusters Score -771524.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -771556.187500 Penalty: 2630.956543
	Iteration 34Q: 3 clusters Score -771556.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -771579.500000 Penalty: 2630.956543
	Iteration 35Q: 3 clusters Score -771579.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -771604.187500 Penalty: 2630.956543
	Iteration 36Q: 3 clusters Score -771604.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -771620.125000 Penalty: 2630.956543
	Iteration 37Q: 3 clusters Score -771620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -771632.687500 Penalty: 2630.956543
	Iteration 38Q: 3 clusters Score -771632.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -771644.562500 Penalty: 2630.956543
	Iteration 39Q: 3 clusters Score -771644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -771654.062500 Penalty: 2630.956543
	Iteration 40F: 3 clusters Score -771654.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -771665.750000 Penalty: 2630.956543
	Iteration 41Q: 3 clusters Score -771665.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -771670.937500 Penalty: 2630.956543
	Iteration 42Q: 3 clusters Score -771670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -771682.187500 Penalty: 2630.956543
	Iteration 43Q: 3 clusters Score -771682.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -771693.000000 Penalty: 2630.956543
	Iteration 44Q: 3 clusters Score -771693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -771700.875000 Penalty: 2630.956543
	Iteration 45Q: 3 clusters Score -771700.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -771705.875000 Penalty: 2630.956543
	Iteration 46Q: 3 clusters Score -771705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -771708.875000 Penalty: 2630.956543
	Iteration 47Q: 3 clusters Score -771708.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -771715.750000 Penalty: 2630.956543
	Iteration 48Q: 3 clusters Score -771715.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -771720.312500 Penalty: 2630.956543
	Iteration 49Q: 3 clusters Score -771720.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -771725.562500 Penalty: 2630.956543
	Iteration 50Q: 3 clusters Score -771725.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -771731.437500 Penalty: 2630.956543
	Iteration 51Q: 3 clusters Score -771731.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -771733.937500 Penalty: 2630.956543
	Iteration 52Q: 3 clusters Score -771733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -771737.625000 Penalty: 2630.956543
	Iteration 53Q: 3 clusters Score -771737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -771742.000000 Penalty: 2630.956543
	Iteration 54Q: 3 clusters Score -771742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -771743.312500 Penalty: 2630.956543
	Iteration 55Q: 3 clusters Score -771743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -771747.562500 Penalty: 2630.956543
	Iteration 56Q: 3 clusters Score -771747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -771748.375000 Penalty: 2630.956543
	Iteration 57Q: 3 clusters Score -771748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -771750.187500 Penalty: 2630.956543
	Iteration 58Q: 3 clusters Score -771750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -771752.562500 Penalty: 2630.956543
	Iteration 59Q: 3 clusters Score -771752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -771752.750000 Penalty: 2630.956543
	Iteration 60F: 3 clusters Score -771752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -771753.125000 Penalty: 2630.956543
	Iteration 61Q: 3 clusters Score -771753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -771752.687500 Penalty: 2630.956543
	Iteration 62Q: 3 clusters Score -771752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -771752.687500 Penalty: 2630.956543
	Iteration 63F: 3 clusters Score -771752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Entering Unmasked Estep 
Score: -1559898.625000 Penalty: 1420.735718
	Iteration 0F: 2 clusters Score -1559899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1550599.875000 Penalty: 2841.471436
	Iteration 0F: 3 clusters Score -1550600 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1553789.125000 Penalty: 2841.471436
	Iteration 1F: 3 clusters Score -1553789 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1554191.625000 Penalty: 2841.471436
	Iteration 2F: 3 clusters Score -1554192 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1554534.250000 Penalty: 2841.471436
	Iteration 3F: 3 clusters Score -1554534 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1554880.875000 Penalty: 2841.471436
	Iteration 4F: 3 clusters Score -1554881 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1555287.125000 Penalty: 2841.471436
	Iteration 5F: 3 clusters Score -1555287 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1555703.250000 Penalty: 2841.471436
	Iteration 6F: 3 clusters Score -1555703 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1556195.250000 Penalty: 2841.471436
	Iteration 7F: 3 clusters Score -1556195 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1556703.750000 Penalty: 2841.471436
	Iteration 8Q: 3 clusters Score -1556704 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1557124.875000 Penalty: 2841.471436
	Iteration 9Q: 3 clusters Score -1557125 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1557489.750000 Penalty: 2841.471436
	Iteration 10Q: 3 clusters Score -1557490 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1557852.875000 Penalty: 2841.471436
	Iteration 11Q: 3 clusters Score -1557853 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1558146.000000 Penalty: 2841.471436
	Iteration 12Q: 3 clusters Score -1558146 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1558346.250000 Penalty: 2841.471436
	Iteration 13Q: 3 clusters Score -1558346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1558486.250000 Penalty: 2841.471436
	Iteration 14Q: 3 clusters Score -1558486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1558594.375000 Penalty: 2841.471436
	Iteration 15Q: 3 clusters Score -1558594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1558669.250000 Penalty: 2841.471436
	Iteration 16Q: 3 clusters Score -1558669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1558738.000000 Penalty: 2841.471436
	Iteration 17Q: 3 clusters Score -1558738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1558787.375000 Penalty: 2841.471436
	Iteration 18Q: 3 clusters Score -1558787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1558823.125000 Penalty: 2841.471436
	Iteration 19Q: 3 clusters Score -1558823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1558860.375000 Penalty: 2841.471436
	Iteration 20F: 3 clusters Score -1558860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1558892.125000 Penalty: 2841.471436
	Iteration 21Q: 3 clusters Score -1558892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1558919.125000 Penalty: 2841.471436
	Iteration 22Q: 3 clusters Score -1558919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1558942.250000 Penalty: 2841.471436
	Iteration 23Q: 3 clusters Score -1558942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1558960.500000 Penalty: 2841.471436
	Iteration 24Q: 3 clusters Score -1558960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1558975.500000 Penalty: 2841.471436
	Iteration 25Q: 3 clusters Score -1558976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1558985.000000 Penalty: 2841.471436
	Iteration 26Q: 3 clusters Score -1558985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1558992.375000 Penalty: 2841.471436
	Iteration 27Q: 3 clusters Score -1558992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1558998.125000 Penalty: 2841.471436
	Iteration 28Q: 3 clusters Score -1558998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1559001.875000 Penalty: 2841.471436
	Iteration 29Q: 3 clusters Score -1559002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1559002.375000 Penalty: 2841.471436
	Iteration 30Q: 3 clusters Score -1559002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1559004.500000 Penalty: 2841.471436
	Iteration 31Q: 3 clusters Score -1559004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1559006.000000 Penalty: 2841.471436
	Iteration 32Q: 3 clusters Score -1559006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1559009.625000 Penalty: 2841.471436
	Iteration 33Q: 3 clusters Score -1559010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1559010.875000 Penalty: 2841.471436
	Iteration 34Q: 3 clusters Score -1559011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1559010.125000 Penalty: 2841.471436
	Iteration 35Q: 3 clusters Score -1559010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1559011.500000 Penalty: 2841.471436
	Iteration 36Q: 3 clusters Score -1559012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1559011.125000 Penalty: 2841.471436
	Iteration 37Q: 3 clusters Score -1559011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1559016.625000 Penalty: 2841.471436
	Iteration 38Q: 3 clusters Score -1559017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1559020.750000 Penalty: 2841.471436
	Iteration 39Q: 3 clusters Score -1559021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1559026.375000 Penalty: 2841.471436
	Iteration 40F: 3 clusters Score -1559026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1559027.125000 Penalty: 2841.471436
	Iteration 41Q: 3 clusters Score -1559027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1559027.125000 Penalty: 2841.471436
	Iteration 42F: 3 clusters Score -1559027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -36911.562500 Penalty: 931.710022
	Iteration 0F: 2 clusters Score -36911.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36035.093750 Penalty: 1863.420044
	Iteration 0F: 3 clusters Score -36035.09 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36345.875000 Penalty: 1863.420044
	Iteration 1F: 3 clusters Score -36345.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36483.097656 Penalty: 1863.420044
	Iteration 2Q: 3 clusters Score -36483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36602.609375 Penalty: 1863.420044
	Iteration 3Q: 3 clusters Score -36602.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36716.250000 Penalty: 1863.420044
	Iteration 4Q: 3 clusters Score -36716.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36831.328125 Penalty: 1863.420044
	Iteration 5Q: 3 clusters Score -36831.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36926.574219 Penalty: 1863.420044
	Iteration 6Q: 3 clusters Score -36926.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36973.789062 Penalty: 1863.420044
	Iteration 7Q: 3 clusters Score -36973.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37014.691406 Penalty: 1863.420044
	Iteration 8Q: 3 clusters Score -37014.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37024.425781 Penalty: 1863.420044
	Iteration 9Q: 3 clusters Score -37024.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37031.812500 Penalty: 1863.420044
	Iteration 10Q: 3 clusters Score -37031.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37036.230469 Penalty: 1863.420044
	Iteration 11Q: 3 clusters Score -37036.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37039.113281 Penalty: 1863.420044
	Iteration 12Q: 3 clusters Score -37039.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37041.816406 Penalty: 1863.420044
	Iteration 13Q: 3 clusters Score -37041.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37045.492188 Penalty: 1863.420044
	Iteration 14Q: 3 clusters Score -37045.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37064.039062 Penalty: 1863.420044
	Iteration 15Q: 3 clusters Score -37064.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37072.023438 Penalty: 1863.420044
	Iteration 16Q: 3 clusters Score -37072.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37072.023438 Penalty: 1863.420044
	Iteration 17F: 3 clusters Score -37072.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 63087 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 322 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86025 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
Score: -111085848.000000 Penalty: 133660.218750
Splitting cluster 9 changes total score from -111086784.000000 to -111085848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -497841.750000 Penalty: 1248.065918
	Iteration 0F: 2 clusters Score -497841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -494481.875000 Penalty: 2496.131836
	Iteration 0F: 3 clusters Score -494481.9 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -495467.187500 Penalty: 2496.131836
	Iteration 1F: 3 clusters Score -495467.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -495672.781250 Penalty: 2496.131836
	Iteration 2F: 3 clusters Score -495672.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -495823.687500 Penalty: 2496.131836
	Iteration 3F: 3 clusters Score -495823.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -495948.062500 Penalty: 2496.131836
	Iteration 4Q: 3 clusters Score -495948.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -496039.687500 Penalty: 2496.131836
	Iteration 5Q: 3 clusters Score -496039.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -496127.812500 Penalty: 2496.131836
	Iteration 6Q: 3 clusters Score -496127.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -496205.562500 Penalty: 2496.131836
	Iteration 7Q: 3 clusters Score -496205.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -496256.281250 Penalty: 2496.131836
	Iteration 8Q: 3 clusters Score -496256.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -496310.968750 Penalty: 2496.131836
	Iteration 9Q: 3 clusters Score -496311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -496357.812500 Penalty: 2496.131836
	Iteration 10Q: 3 clusters Score -496357.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -496396.500000 Penalty: 2496.131836
	Iteration 11Q: 3 clusters Score -496396.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -496429.250000 Penalty: 2496.131836
	Iteration 12Q: 3 clusters Score -496429.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -496460.156250 Penalty: 2496.131836
	Iteration 13Q: 3 clusters Score -496460.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -496488.031250 Penalty: 2496.131836
	Iteration 14Q: 3 clusters Score -496488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -496518.718750 Penalty: 2496.131836
	Iteration 15Q: 3 clusters Score -496518.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -496538.531250 Penalty: 2496.131836
	Iteration 16Q: 3 clusters Score -496538.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -496560.156250 Penalty: 2496.131836
	Iteration 17Q: 3 clusters Score -496560.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -496590.000000 Penalty: 2496.131836
	Iteration 18Q: 3 clusters Score -496590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -496621.406250 Penalty: 2496.131836
	Iteration 19Q: 3 clusters Score -496621.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -496637.750000 Penalty: 2496.131836
	Iteration 20F: 3 clusters Score -496637.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -496656.468750 Penalty: 2496.131836
	Iteration 21Q: 3 clusters Score -496656.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -496679.593750 Penalty: 2496.131836
	Iteration 22Q: 3 clusters Score -496679.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -496698.437500 Penalty: 2496.131836
	Iteration 23Q: 3 clusters Score -496698.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -496714.593750 Penalty: 2496.131836
	Iteration 24Q: 3 clusters Score -496714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -496724.281250 Penalty: 2496.131836
	Iteration 25Q: 3 clusters Score -496724.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -496735.843750 Penalty: 2496.131836
	Iteration 26Q: 3 clusters Score -496735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -496747.281250 Penalty: 2496.131836
	Iteration 27Q: 3 clusters Score -496747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -496761.906250 Penalty: 2496.131836
	Iteration 28Q: 3 clusters Score -496761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -496768.031250 Penalty: 2496.131836
	Iteration 29Q: 3 clusters Score -496768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -496777.375000 Penalty: 2496.131836
	Iteration 30Q: 3 clusters Score -496777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -496789.375000 Penalty: 2496.131836
	Iteration 31Q: 3 clusters Score -496789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -496796.843750 Penalty: 2496.131836
	Iteration 32Q: 3 clusters Score -496796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -496805.187500 Penalty: 2496.131836
	Iteration 33Q: 3 clusters Score -496805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -496810.375000 Penalty: 2496.131836
	Iteration 34Q: 3 clusters Score -496810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -496813.781250 Penalty: 2496.131836
	Iteration 35Q: 3 clusters Score -496813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -496818.500000 Penalty: 2496.131836
	Iteration 36Q: 3 clusters Score -496818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -496820.656250 Penalty: 2496.131836
	Iteration 37Q: 3 clusters Score -496820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -496822.750000 Penalty: 2496.131836
	Iteration 38Q: 3 clusters Score -496822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -496826.500000 Penalty: 2496.131836
	Iteration 39Q: 3 clusters Score -496826.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -496826.500000 Penalty: 2496.131836
	Iteration 40F: 3 clusters Score -496826.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Entering Unmasked Estep 
Score: -2276921.750000 Penalty: 1474.558594
	Iteration 0F: 2 clusters Score -2276922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2263728.500000 Penalty: 2949.117188
	Iteration 0F: 3 clusters Score -2263728 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2268527.750000 Penalty: 2949.117188
	Iteration 1F: 3 clusters Score -2268528 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2269069.250000 Penalty: 2949.117188
	Iteration 2F: 3 clusters Score -2269069 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2269548.500000 Penalty: 2949.117188
	Iteration 3F: 3 clusters Score -2269548 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2270020.250000 Penalty: 2949.117188
	Iteration 4Q: 3 clusters Score -2270020 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2270513.250000 Penalty: 2949.117188
	Iteration 5Q: 3 clusters Score -2270513 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2271068.250000 Penalty: 2949.117188
	Iteration 6Q: 3 clusters Score -2271068 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2271626.250000 Penalty: 2949.117188
	Iteration 7Q: 3 clusters Score -2271626 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2272183.500000 Penalty: 2949.117188
	Iteration 8Q: 3 clusters Score -2272184 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2272635.250000 Penalty: 2949.117188
	Iteration 9Q: 3 clusters Score -2272635 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2272969.250000 Penalty: 2949.117188
	Iteration 10Q: 3 clusters Score -2272969 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2273206.750000 Penalty: 2949.117188
	Iteration 11Q: 3 clusters Score -2273207 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2273377.750000 Penalty: 2949.117188
	Iteration 12Q: 3 clusters Score -2273378 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2273503.250000 Penalty: 2949.117188
	Iteration 13Q: 3 clusters Score -2273503 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2273579.500000 Penalty: 2949.117188
	Iteration 14Q: 3 clusters Score -2273580 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2273653.000000 Penalty: 2949.117188
	Iteration 15Q: 3 clusters Score -2273653 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2273720.750000 Penalty: 2949.117188
	Iteration 16Q: 3 clusters Score -2273721 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2273799.000000 Penalty: 2949.117188
	Iteration 17Q: 3 clusters Score -2273799 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2273875.500000 Penalty: 2949.117188
	Iteration 18Q: 3 clusters Score -2273876 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2273944.250000 Penalty: 2949.117188
	Iteration 19Q: 3 clusters Score -2273944 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2274016.750000 Penalty: 2949.117188
	Iteration 20F: 3 clusters Score -2274017 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2274107.250000 Penalty: 2949.117188
	Iteration 21Q: 3 clusters Score -2274107 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2274198.500000 Penalty: 2949.117188
	Iteration 22Q: 3 clusters Score -2274198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2274291.250000 Penalty: 2949.117188
	Iteration 23Q: 3 clusters Score -2274291 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2274408.500000 Penalty: 2949.117188
	Iteration 24Q: 3 clusters Score -2274408 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2274525.500000 Penalty: 2949.117188
	Iteration 25Q: 3 clusters Score -2274526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2274638.750000 Penalty: 2949.117188
	Iteration 26Q: 3 clusters Score -2274639 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2274739.000000 Penalty: 2949.117188
	Iteration 27Q: 3 clusters Score -2274739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2274832.250000 Penalty: 2949.117188
	Iteration 28Q: 3 clusters Score -2274832 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2274933.000000 Penalty: 2949.117188
	Iteration 29Q: 3 clusters Score -2274933 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2275031.750000 Penalty: 2949.117188
	Iteration 30Q: 3 clusters Score -2275032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2275140.250000 Penalty: 2949.117188
	Iteration 31Q: 3 clusters Score -2275140 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2275236.500000 Penalty: 2949.117188
	Iteration 32Q: 3 clusters Score -2275236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2275309.000000 Penalty: 2949.117188
	Iteration 33Q: 3 clusters Score -2275309 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2275390.000000 Penalty: 2949.117188
	Iteration 34Q: 3 clusters Score -2275390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2275457.250000 Penalty: 2949.117188
	Iteration 35Q: 3 clusters Score -2275457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2275512.000000 Penalty: 2949.117188
	Iteration 36Q: 3 clusters Score -2275512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2275564.000000 Penalty: 2949.117188
	Iteration 37Q: 3 clusters Score -2275564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2275611.000000 Penalty: 2949.117188
	Iteration 38Q: 3 clusters Score -2275611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2275651.750000 Penalty: 2949.117188
	Iteration 39Q: 3 clusters Score -2275652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2275685.000000 Penalty: 2949.117188
	Iteration 40F: 3 clusters Score -2275685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2275709.750000 Penalty: 2949.117188
	Iteration 41Q: 3 clusters Score -2275710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2275738.250000 Penalty: 2949.117188
	Iteration 42Q: 3 clusters Score -2275738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2275753.500000 Penalty: 2949.117188
	Iteration 43Q: 3 clusters Score -2275754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2275771.500000 Penalty: 2949.117188
	Iteration 44Q: 3 clusters Score -2275772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2275785.750000 Penalty: 2949.117188
	Iteration 45Q: 3 clusters Score -2275786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2275800.000000 Penalty: 2949.117188
	Iteration 46Q: 3 clusters Score -2275800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2275812.500000 Penalty: 2949.117188
	Iteration 47Q: 3 clusters Score -2275812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2275822.500000 Penalty: 2949.117188
	Iteration 48Q: 3 clusters Score -2275822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2275831.000000 Penalty: 2949.117188
	Iteration 49Q: 3 clusters Score -2275831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2275838.000000 Penalty: 2949.117188
	Iteration 50Q: 3 clusters Score -2275838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2275838.500000 Penalty: 2949.117188
	Iteration 51Q: 3 clusters Score -2275838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2275840.250000 Penalty: 2949.117188
	Iteration 52Q: 3 clusters Score -2275840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2275843.000000 Penalty: 2949.117188
	Iteration 53Q: 3 clusters Score -2275843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2275848.250000 Penalty: 2949.117188
	Iteration 54Q: 3 clusters Score -2275848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2275854.750000 Penalty: 2949.117188
	Iteration 55Q: 3 clusters Score -2275855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2275864.000000 Penalty: 2949.117188
	Iteration 56Q: 3 clusters Score -2275864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2275871.500000 Penalty: 2949.117188
	Iteration 57Q: 3 clusters Score -2275872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2275875.250000 Penalty: 2949.117188
	Iteration 58Q: 3 clusters Score -2275875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2275875.000000 Penalty: 2949.117188
	Iteration 59Q: 3 clusters Score -2275875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2275874.250000 Penalty: 2949.117188
	Iteration 60F: 3 clusters Score -2275874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2275878.250000 Penalty: 2949.117188
	Iteration 61Q: 3 clusters Score -2275878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2275878.750000 Penalty: 2949.117188
	Iteration 62Q: 3 clusters Score -2275879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2275878.750000 Penalty: 2949.117188
	Iteration 63F: 3 clusters Score -2275879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -819099.000000 Penalty: 1337.518066
	Iteration 0F: 2 clusters Score -819099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -813657.437500 Penalty: 2675.036133
	Iteration 0F: 3 clusters Score -813657.4 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -815349.750000 Penalty: 2675.036133
	Iteration 1F: 3 clusters Score -815349.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -815599.500000 Penalty: 2675.036133
	Iteration 2F: 3 clusters Score -815599.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -815775.312500 Penalty: 2675.036133
	Iteration 3Q: 3 clusters Score -815775.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -815900.375000 Penalty: 2675.036133
	Iteration 4Q: 3 clusters Score -815900.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -816017.250000 Penalty: 2675.036133
	Iteration 5Q: 3 clusters Score -816017.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -816133.250000 Penalty: 2675.036133
	Iteration 6Q: 3 clusters Score -816133.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -816230.562500 Penalty: 2675.036133
	Iteration 7Q: 3 clusters Score -816230.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -816332.687500 Penalty: 2675.036133
	Iteration 8Q: 3 clusters Score -816332.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -816440.375000 Penalty: 2675.036133
	Iteration 9Q: 3 clusters Score -816440.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -816568.687500 Penalty: 2675.036133
	Iteration 10Q: 3 clusters Score -816568.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -816697.812500 Penalty: 2675.036133
	Iteration 11Q: 3 clusters Score -816697.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -816838.125000 Penalty: 2675.036133
	Iteration 12Q: 3 clusters Score -816838.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -816987.250000 Penalty: 2675.036133
	Iteration 13Q: 3 clusters Score -816987.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -817134.437500 Penalty: 2675.036133
	Iteration 14Q: 3 clusters Score -817134.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -817291.187500 Penalty: 2675.036133
	Iteration 15Q: 3 clusters Score -817291.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -817412.812500 Penalty: 2675.036133
	Iteration 16Q: 3 clusters Score -817412.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -817517.937500 Penalty: 2675.036133
	Iteration 17Q: 3 clusters Score -817517.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -817614.750000 Penalty: 2675.036133
	Iteration 18Q: 3 clusters Score -817614.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -817698.375000 Penalty: 2675.036133
	Iteration 19Q: 3 clusters Score -817698.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -817777.687500 Penalty: 2675.036133
	Iteration 20F: 3 clusters Score -817777.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -817838.812500 Penalty: 2675.036133
	Iteration 21Q: 3 clusters Score -817838.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -817899.000000 Penalty: 2675.036133
	Iteration 22Q: 3 clusters Score -817899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -817951.437500 Penalty: 2675.036133
	Iteration 23Q: 3 clusters Score -817951.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -817985.250000 Penalty: 2675.036133
	Iteration 24Q: 3 clusters Score -817985.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -818016.062500 Penalty: 2675.036133
	Iteration 25Q: 3 clusters Score -818016.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -818033.875000 Penalty: 2675.036133
	Iteration 26Q: 3 clusters Score -818033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -818048.937500 Penalty: 2675.036133
	Iteration 27Q: 3 clusters Score -818048.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -818062.437500 Penalty: 2675.036133
	Iteration 28Q: 3 clusters Score -818062.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -818071.375000 Penalty: 2675.036133
	Iteration 29Q: 3 clusters Score -818071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -818080.375000 Penalty: 2675.036133
	Iteration 30Q: 3 clusters Score -818080.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -818086.375000 Penalty: 2675.036133
	Iteration 31Q: 3 clusters Score -818086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -818092.375000 Penalty: 2675.036133
	Iteration 32Q: 3 clusters Score -818092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -818094.500000 Penalty: 2675.036133
	Iteration 33Q: 3 clusters Score -818094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -818098.937500 Penalty: 2675.036133
	Iteration 34Q: 3 clusters Score -818098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -818101.625000 Penalty: 2675.036133
	Iteration 35Q: 3 clusters Score -818101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -818104.937500 Penalty: 2675.036133
	Iteration 36Q: 3 clusters Score -818104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -818106.000000 Penalty: 2675.036133
	Iteration 37Q: 3 clusters Score -818106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -818107.937500 Penalty: 2675.036133
	Iteration 38Q: 3 clusters Score -818107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -818107.937500 Penalty: 2675.036133
	Iteration 39F: 3 clusters Score -818107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1065766.375000 Penalty: 1360.290894
	Iteration 0F: 2 clusters Score -1065766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1059489.625000 Penalty: 2720.581787
	Iteration 0F: 3 clusters Score -1059490 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1061656.750000 Penalty: 2720.581787
	Iteration 1F: 3 clusters Score -1061657 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1062048.000000 Penalty: 2720.581787
	Iteration 2F: 3 clusters Score -1062048 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1062347.750000 Penalty: 2720.581787
	Iteration 3F: 3 clusters Score -1062348 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1062660.750000 Penalty: 2720.581787
	Iteration 4F: 3 clusters Score -1062661 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1063034.625000 Penalty: 2720.581787
	Iteration 5Q: 3 clusters Score -1063035 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1063437.000000 Penalty: 2720.581787
	Iteration 6F: 3 clusters Score -1063437 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1063821.500000 Penalty: 2720.581787
	Iteration 7F: 3 clusters Score -1063822 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1064101.750000 Penalty: 2720.581787
	Iteration 8Q: 3 clusters Score -1064102 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1064298.250000 Penalty: 2720.581787
	Iteration 9Q: 3 clusters Score -1064298 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1064472.875000 Penalty: 2720.581787
	Iteration 10Q: 3 clusters Score -1064473 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1064603.875000 Penalty: 2720.581787
	Iteration 11Q: 3 clusters Score -1064604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1064694.250000 Penalty: 2720.581787
	Iteration 12Q: 3 clusters Score -1064694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1064749.500000 Penalty: 2720.581787
	Iteration 13Q: 3 clusters Score -1064750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1064787.875000 Penalty: 2720.581787
	Iteration 14Q: 3 clusters Score -1064788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1064823.875000 Penalty: 2720.581787
	Iteration 15Q: 3 clusters Score -1064824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1064847.250000 Penalty: 2720.581787
	Iteration 16Q: 3 clusters Score -1064847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1064870.875000 Penalty: 2720.581787
	Iteration 17Q: 3 clusters Score -1064871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1064889.750000 Penalty: 2720.581787
	Iteration 18Q: 3 clusters Score -1064890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1064912.000000 Penalty: 2720.581787
	Iteration 19Q: 3 clusters Score -1064912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1064929.125000 Penalty: 2720.581787
	Iteration 20F: 3 clusters Score -1064929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1064954.250000 Penalty: 2720.581787
	Iteration 21Q: 3 clusters Score -1064954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1064973.500000 Penalty: 2720.581787
	Iteration 22Q: 3 clusters Score -1064974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1064990.375000 Penalty: 2720.581787
	Iteration 23Q: 3 clusters Score -1064990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1065010.625000 Penalty: 2720.581787
	Iteration 24Q: 3 clusters Score -1065011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1065029.250000 Penalty: 2720.581787
	Iteration 25Q: 3 clusters Score -1065029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1065050.875000 Penalty: 2720.581787
	Iteration 26Q: 3 clusters Score -1065051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1065069.750000 Penalty: 2720.581787
	Iteration 27Q: 3 clusters Score -1065070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1065082.500000 Penalty: 2720.581787
	Iteration 28Q: 3 clusters Score -1065082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1065099.250000 Penalty: 2720.581787
	Iteration 29Q: 3 clusters Score -1065099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1065106.750000 Penalty: 2720.581787
	Iteration 30Q: 3 clusters Score -1065107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1065121.750000 Penalty: 2720.581787
	Iteration 31Q: 3 clusters Score -1065122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1065138.000000 Penalty: 2720.581787
	Iteration 32Q: 3 clusters Score -1065138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1065155.625000 Penalty: 2720.581787
	Iteration 33Q: 3 clusters Score -1065156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1065174.500000 Penalty: 2720.581787
	Iteration 34Q: 3 clusters Score -1065174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1065200.500000 Penalty: 2720.581787
	Iteration 35Q: 3 clusters Score -1065200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1065224.000000 Penalty: 2720.581787
	Iteration 36Q: 3 clusters Score -1065224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1065248.000000 Penalty: 2720.581787
	Iteration 37Q: 3 clusters Score -1065248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1065263.625000 Penalty: 2720.581787
	Iteration 38Q: 3 clusters Score -1065264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1065280.125000 Penalty: 2720.581787
	Iteration 39Q: 3 clusters Score -1065280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1065295.750000 Penalty: 2720.581787
	Iteration 40F: 3 clusters Score -1065296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1065319.500000 Penalty: 2720.581787
	Iteration 41Q: 3 clusters Score -1065320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1065341.500000 Penalty: 2720.581787
	Iteration 42Q: 3 clusters Score -1065342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1065356.000000 Penalty: 2720.581787
	Iteration 43Q: 3 clusters Score -1065356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1065366.250000 Penalty: 2720.581787
	Iteration 44Q: 3 clusters Score -1065366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1065376.625000 Penalty: 2720.581787
	Iteration 45Q: 3 clusters Score -1065377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1065390.250000 Penalty: 2720.581787
	Iteration 46Q: 3 clusters Score -1065390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1065401.250000 Penalty: 2720.581787
	Iteration 47Q: 3 clusters Score -1065401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1065414.000000 Penalty: 2720.581787
	Iteration 48Q: 3 clusters Score -1065414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1065421.750000 Penalty: 2720.581787
	Iteration 49Q: 3 clusters Score -1065422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1065426.000000 Penalty: 2720.581787
	Iteration 50Q: 3 clusters Score -1065426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1065431.625000 Penalty: 2720.581787
	Iteration 51Q: 3 clusters Score -1065432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1065436.625000 Penalty: 2720.581787
	Iteration 52Q: 3 clusters Score -1065437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1065441.250000 Penalty: 2720.581787
	Iteration 53Q: 3 clusters Score -1065441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1065446.500000 Penalty: 2720.581787
	Iteration 54Q: 3 clusters Score -1065446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1065450.125000 Penalty: 2720.581787
	Iteration 55Q: 3 clusters Score -1065450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1065455.250000 Penalty: 2720.581787
	Iteration 56Q: 3 clusters Score -1065455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1065464.125000 Penalty: 2720.581787
	Iteration 57Q: 3 clusters Score -1065464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1065466.625000 Penalty: 2720.581787
	Iteration 58Q: 3 clusters Score -1065467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1065474.750000 Penalty: 2720.581787
	Iteration 59Q: 3 clusters Score -1065475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1065480.250000 Penalty: 2720.581787
	Iteration 60F: 3 clusters Score -1065480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1065487.500000 Penalty: 2720.581787
	Iteration 61Q: 3 clusters Score -1065488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1065496.875000 Penalty: 2720.581787
	Iteration 62Q: 3 clusters Score -1065497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1065502.375000 Penalty: 2720.581787
	Iteration 63Q: 3 clusters Score -1065502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1065508.250000 Penalty: 2720.581787
	Iteration 64Q: 3 clusters Score -1065508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1065514.875000 Penalty: 2720.581787
	Iteration 65Q: 3 clusters Score -1065515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1065524.250000 Penalty: 2720.581787
	Iteration 66Q: 3 clusters Score -1065524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1065536.500000 Penalty: 2720.581787
	Iteration 67Q: 3 clusters Score -1065536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1065547.000000 Penalty: 2720.581787
	Iteration 68Q: 3 clusters Score -1065547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1065569.000000 Penalty: 2720.581787
	Iteration 69Q: 3 clusters Score -1065569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1065587.750000 Penalty: 2720.581787
	Iteration 70Q: 3 clusters Score -1065588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1065601.875000 Penalty: 2720.581787
	Iteration 71Q: 3 clusters Score -1065602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1065615.875000 Penalty: 2720.581787
	Iteration 72Q: 3 clusters Score -1065616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1065621.125000 Penalty: 2720.581787
	Iteration 73Q: 3 clusters Score -1065621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1065630.375000 Penalty: 2720.581787
	Iteration 74Q: 3 clusters Score -1065630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1065633.000000 Penalty: 2720.581787
	Iteration 75Q: 3 clusters Score -1065633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1065636.875000 Penalty: 2720.581787
	Iteration 76Q: 3 clusters Score -1065637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1065640.875000 Penalty: 2720.581787
	Iteration 77Q: 3 clusters Score -1065641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1065644.750000 Penalty: 2720.581787
	Iteration 78Q: 3 clusters Score -1065645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1065648.750000 Penalty: 2720.581787
	Iteration 79Q: 3 clusters Score -1065649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1065657.375000 Penalty: 2720.581787
	Iteration 80F: 3 clusters Score -1065657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1065659.625000 Penalty: 2720.581787
	Iteration 81Q: 3 clusters Score -1065660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1065662.875000 Penalty: 2720.581787
	Iteration 82Q: 3 clusters Score -1065663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1065669.500000 Penalty: 2720.581787
	Iteration 83Q: 3 clusters Score -1065670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1065672.500000 Penalty: 2720.581787
	Iteration 84Q: 3 clusters Score -1065672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1065677.625000 Penalty: 2720.581787
	Iteration 85Q: 3 clusters Score -1065678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1065680.625000 Penalty: 2720.581787
	Iteration 86Q: 3 clusters Score -1065681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1065683.125000 Penalty: 2720.581787
	Iteration 87Q: 3 clusters Score -1065683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1065687.500000 Penalty: 2720.581787
	Iteration 88Q: 3 clusters Score -1065688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1065692.750000 Penalty: 2720.581787
	Iteration 89Q: 3 clusters Score -1065693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1065695.375000 Penalty: 2720.581787
	Iteration 90Q: 3 clusters Score -1065695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1065698.250000 Penalty: 2720.581787
	Iteration 91Q: 3 clusters Score -1065698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1065703.500000 Penalty: 2720.581787
	Iteration 92Q: 3 clusters Score -1065704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1065706.125000 Penalty: 2720.581787
	Iteration 93Q: 3 clusters Score -1065706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1065707.000000 Penalty: 2720.581787
	Iteration 94Q: 3 clusters Score -1065707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1065708.125000 Penalty: 2720.581787
	Iteration 95Q: 3 clusters Score -1065708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1065711.000000 Penalty: 2720.581787
	Iteration 96Q: 3 clusters Score -1065711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1065711.375000 Penalty: 2720.581787
	Iteration 97Q: 3 clusters Score -1065711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1065711.375000 Penalty: 2720.581787
	Iteration 98F: 3 clusters Score -1065711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -1249155.875000 Penalty: 1389.131714
	Iteration 0F: 2 clusters Score -1249156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1241689.750000 Penalty: 2778.263428
	Iteration 0F: 3 clusters Score -1241690 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1244338.250000 Penalty: 2778.263428
	Iteration 1F: 3 clusters Score -1244338 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1244744.875000 Penalty: 2778.263428
	Iteration 2F: 3 clusters Score -1244745 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1245039.375000 Penalty: 2778.263428
	Iteration 3F: 3 clusters Score -1245039 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1245269.875000 Penalty: 2778.263428
	Iteration 4Q: 3 clusters Score -1245270 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1245479.875000 Penalty: 2778.263428
	Iteration 5Q: 3 clusters Score -1245480 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1245707.875000 Penalty: 2778.263428
	Iteration 6Q: 3 clusters Score -1245708 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1245924.000000 Penalty: 2778.263428
	Iteration 7Q: 3 clusters Score -1245924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1246179.750000 Penalty: 2778.263428
	Iteration 8Q: 3 clusters Score -1246180 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1246446.625000 Penalty: 2778.263428
	Iteration 9Q: 3 clusters Score -1246447 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1246747.000000 Penalty: 2778.263428
	Iteration 10Q: 3 clusters Score -1246747 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1247084.625000 Penalty: 2778.263428
	Iteration 11Q: 3 clusters Score -1247085 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1247401.875000 Penalty: 2778.263428
	Iteration 12Q: 3 clusters Score -1247402 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1247651.000000 Penalty: 2778.263428
	Iteration 13Q: 3 clusters Score -1247651 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1247838.875000 Penalty: 2778.263428
	Iteration 14Q: 3 clusters Score -1247839 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1247964.250000 Penalty: 2778.263428
	Iteration 15Q: 3 clusters Score -1247964 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1248035.250000 Penalty: 2778.263428
	Iteration 16Q: 3 clusters Score -1248035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1248096.875000 Penalty: 2778.263428
	Iteration 17Q: 3 clusters Score -1248097 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1248139.125000 Penalty: 2778.263428
	Iteration 18Q: 3 clusters Score -1248139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1248174.750000 Penalty: 2778.263428
	Iteration 19Q: 3 clusters Score -1248175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1248211.250000 Penalty: 2778.263428
	Iteration 20F: 3 clusters Score -1248211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1248237.375000 Penalty: 2778.263428
	Iteration 21Q: 3 clusters Score -1248237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1248259.875000 Penalty: 2778.263428
	Iteration 22Q: 3 clusters Score -1248260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1248269.000000 Penalty: 2778.263428
	Iteration 23Q: 3 clusters Score -1248269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1248277.125000 Penalty: 2778.263428
	Iteration 24Q: 3 clusters Score -1248277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1248288.375000 Penalty: 2778.263428
	Iteration 25Q: 3 clusters Score -1248288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1248293.250000 Penalty: 2778.263428
	Iteration 26Q: 3 clusters Score -1248293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1248302.625000 Penalty: 2778.263428
	Iteration 27Q: 3 clusters Score -1248303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1248311.125000 Penalty: 2778.263428
	Iteration 28Q: 3 clusters Score -1248311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1248317.000000 Penalty: 2778.263428
	Iteration 29Q: 3 clusters Score -1248317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1248327.500000 Penalty: 2778.263428
	Iteration 30Q: 3 clusters Score -1248328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1248340.250000 Penalty: 2778.263428
	Iteration 31Q: 3 clusters Score -1248340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1248346.875000 Penalty: 2778.263428
	Iteration 32Q: 3 clusters Score -1248347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1248354.250000 Penalty: 2778.263428
	Iteration 33Q: 3 clusters Score -1248354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1248355.750000 Penalty: 2778.263428
	Iteration 34Q: 3 clusters Score -1248356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1248359.250000 Penalty: 2778.263428
	Iteration 35Q: 3 clusters Score -1248359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1248363.625000 Penalty: 2778.263428
	Iteration 36Q: 3 clusters Score -1248364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1248366.375000 Penalty: 2778.263428
	Iteration 37Q: 3 clusters Score -1248366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1248368.000000 Penalty: 2778.263428
	Iteration 38Q: 3 clusters Score -1248368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1248368.250000 Penalty: 2778.263428
	Iteration 39Q: 3 clusters Score -1248368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1248371.750000 Penalty: 2778.263428
	Iteration 40F: 3 clusters Score -1248372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1248373.250000 Penalty: 2778.263428
	Iteration 41Q: 3 clusters Score -1248373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1248368.875000 Penalty: 2778.263428
	Iteration 42Q: 3 clusters Score -1248369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1248373.625000 Penalty: 2778.263428
	Iteration 43Q: 3 clusters Score -1248374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1248379.375000 Penalty: 2778.263428
	Iteration 44Q: 3 clusters Score -1248379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1248377.125000 Penalty: 2778.263428
	Iteration 45Q: 3 clusters Score -1248377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1248379.000000 Penalty: 2778.263428
	Iteration 46Q: 3 clusters Score -1248379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1248378.750000 Penalty: 2778.263428
	Iteration 47Q: 3 clusters Score -1248379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1248379.125000 Penalty: 2778.263428
	Iteration 48Q: 3 clusters Score -1248379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1248377.375000 Penalty: 2778.263428
	Iteration 49Q: 3 clusters Score -1248377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1248376.375000 Penalty: 2778.263428
	Iteration 50Q: 3 clusters Score -1248376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1248377.500000 Penalty: 2778.263428
	Iteration 51Q: 3 clusters Score -1248378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1248377.500000 Penalty: 2778.263428
	Iteration 52F: 3 clusters Score -1248378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31309.669922 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31309.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31373.091797 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31373.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31392.500000 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31398.056641 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31398.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31410.181641 Penalty: 1695.455078
	Iteration 4Q: 3 clusters Score -31410.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31420.023438 Penalty: 1695.455078
	Iteration 5Q: 3 clusters Score -31420.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31421.916016 Penalty: 1695.455078
	Iteration 6Q: 3 clusters Score -31421.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31424.000000 Penalty: 1695.455078
	Iteration 7Q: 3 clusters Score -31424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31425.304688 Penalty: 1695.455078
	Iteration 8Q: 3 clusters Score -31425.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31425.304688 Penalty: 1695.455078
	Iteration 9F: 3 clusters Score -31425.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -258280.171875 Penalty: 1161.090454
	Iteration 0F: 2 clusters Score -258280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -256147.390625 Penalty: 2322.180908
	Iteration 0F: 3 clusters Score -256147.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -256650.750000 Penalty: 2322.180908
	Iteration 1F: 3 clusters Score -256650.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256814.203125 Penalty: 2322.180908
	Iteration 2F: 3 clusters Score -256814.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -256898.296875 Penalty: 2322.180908
	Iteration 3Q: 3 clusters Score -256898.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -256942.640625 Penalty: 2322.180908
	Iteration 4Q: 3 clusters Score -256942.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -256971.296875 Penalty: 2322.180908
	Iteration 5Q: 3 clusters Score -256971.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -257001.312500 Penalty: 2322.180908
	Iteration 6Q: 3 clusters Score -257001.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -257032.109375 Penalty: 2322.180908
	Iteration 7Q: 3 clusters Score -257032.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257056.062500 Penalty: 2322.180908
	Iteration 8Q: 3 clusters Score -257056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257075.937500 Penalty: 2322.180908
	Iteration 9Q: 3 clusters Score -257075.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -257112.609375 Penalty: 2322.180908
	Iteration 10Q: 3 clusters Score -257112.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -257154.843750 Penalty: 2322.180908
	Iteration 11Q: 3 clusters Score -257154.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -257194.187500 Penalty: 2322.180908
	Iteration 12Q: 3 clusters Score -257194.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -257223.562500 Penalty: 2322.180908
	Iteration 13Q: 3 clusters Score -257223.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -257250.531250 Penalty: 2322.180908
	Iteration 14Q: 3 clusters Score -257250.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -257270.031250 Penalty: 2322.180908
	Iteration 15Q: 3 clusters Score -257270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -257288.468750 Penalty: 2322.180908
	Iteration 16Q: 3 clusters Score -257288.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -257305.843750 Penalty: 2322.180908
	Iteration 17Q: 3 clusters Score -257305.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -257327.875000 Penalty: 2322.180908
	Iteration 18Q: 3 clusters Score -257327.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257349.687500 Penalty: 2322.180908
	Iteration 19Q: 3 clusters Score -257349.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -257365.703125 Penalty: 2322.180908
	Iteration 20F: 3 clusters Score -257365.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -257379.437500 Penalty: 2322.180908
	Iteration 21Q: 3 clusters Score -257379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -257384.640625 Penalty: 2322.180908
	Iteration 22Q: 3 clusters Score -257384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -257389.000000 Penalty: 2322.180908
	Iteration 23Q: 3 clusters Score -257389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -257393.484375 Penalty: 2322.180908
	Iteration 24Q: 3 clusters Score -257393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -257403.250000 Penalty: 2322.180908
	Iteration 25Q: 3 clusters Score -257403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -257410.843750 Penalty: 2322.180908
	Iteration 26Q: 3 clusters Score -257410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -257420.031250 Penalty: 2322.180908
	Iteration 27Q: 3 clusters Score -257420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -257426.937500 Penalty: 2322.180908
	Iteration 28Q: 3 clusters Score -257426.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -257434.406250 Penalty: 2322.180908
	Iteration 29Q: 3 clusters Score -257434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -257444.765625 Penalty: 2322.180908
	Iteration 30Q: 3 clusters Score -257444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -257452.656250 Penalty: 2322.180908
	Iteration 31Q: 3 clusters Score -257452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -257459.656250 Penalty: 2322.180908
	Iteration 32Q: 3 clusters Score -257459.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -257464.812500 Penalty: 2322.180908
	Iteration 33Q: 3 clusters Score -257464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -257470.171875 Penalty: 2322.180908
	Iteration 34Q: 3 clusters Score -257470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -257476.656250 Penalty: 2322.180908
	Iteration 35Q: 3 clusters Score -257476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -257480.765625 Penalty: 2322.180908
	Iteration 36Q: 3 clusters Score -257480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -257482.968750 Penalty: 2322.180908
	Iteration 37Q: 3 clusters Score -257483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -257483.593750 Penalty: 2322.180908
	Iteration 38Q: 3 clusters Score -257483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -257483.593750 Penalty: 2322.180908
	Iteration 39F: 3 clusters Score -257483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Entering Unmasked Estep 
Score: -7125681.000000 Penalty: 1639.898560
	Iteration 0F: 2 clusters Score -7125681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7086082.000000 Penalty: 3279.797119
	Iteration 0F: 3 clusters Score -7086082 nChanged 28396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -7102155.500000 Penalty: 3279.797119
	Iteration 1F: 3 clusters Score -7102156 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -7102864.500000 Penalty: 3279.797119
	Iteration 2Q: 3 clusters Score -7102864 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -7103667.000000 Penalty: 3279.797119
	Iteration 3Q: 3 clusters Score -7103667 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -7104684.500000 Penalty: 3279.797119
	Iteration 4Q: 3 clusters Score -7104684 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -7106039.000000 Penalty: 3279.797119
	Iteration 5Q: 3 clusters Score -7106039 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -7107635.000000 Penalty: 3279.797119
	Iteration 6F: 3 clusters Score -7107635 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -7109411.500000 Penalty: 3279.797119
	Iteration 7F: 3 clusters Score -7109412 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -7111311.000000 Penalty: 3279.797119
	Iteration 8F: 3 clusters Score -7111311 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -7113118.500000 Penalty: 3279.797119
	Iteration 9F: 3 clusters Score -7113118 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -7114977.000000 Penalty: 3279.797119
	Iteration 10F: 3 clusters Score -7114977 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -7116770.000000 Penalty: 3279.797119
	Iteration 11Q: 3 clusters Score -7116770 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -7118410.500000 Penalty: 3279.797119
	Iteration 12Q: 3 clusters Score -7118410 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -7120050.000000 Penalty: 3279.797119
	Iteration 13Q: 3 clusters Score -7120050 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7121465.500000 Penalty: 3279.797119
	Iteration 14Q: 3 clusters Score -7121466 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7122566.000000 Penalty: 3279.797119
	Iteration 15Q: 3 clusters Score -7122566 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7123313.500000 Penalty: 3279.797119
	Iteration 16Q: 3 clusters Score -7123314 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7123733.000000 Penalty: 3279.797119
	Iteration 17Q: 3 clusters Score -7123733 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7123967.000000 Penalty: 3279.797119
	Iteration 18Q: 3 clusters Score -7123967 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7124107.000000 Penalty: 3279.797119
	Iteration 19Q: 3 clusters Score -7124107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7124173.500000 Penalty: 3279.797119
	Iteration 20F: 3 clusters Score -7124174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7124220.000000 Penalty: 3279.797119
	Iteration 21Q: 3 clusters Score -7124220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7124266.000000 Penalty: 3279.797119
	Iteration 22Q: 3 clusters Score -7124266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7124290.500000 Penalty: 3279.797119
	Iteration 23Q: 3 clusters Score -7124290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7124311.500000 Penalty: 3279.797119
	Iteration 24Q: 3 clusters Score -7124312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7124321.500000 Penalty: 3279.797119
	Iteration 25Q: 3 clusters Score -7124322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7124339.500000 Penalty: 3279.797119
	Iteration 26Q: 3 clusters Score -7124340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7124350.500000 Penalty: 3279.797119
	Iteration 27Q: 3 clusters Score -7124350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7124362.000000 Penalty: 3279.797119
	Iteration 28Q: 3 clusters Score -7124362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7124366.500000 Penalty: 3279.797119
	Iteration 29Q: 3 clusters Score -7124366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7124368.500000 Penalty: 3279.797119
	Iteration 30Q: 3 clusters Score -7124368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7124372.500000 Penalty: 3279.797119
	Iteration 31Q: 3 clusters Score -7124372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7124371.500000 Penalty: 3279.797119
	Iteration 32Q: 3 clusters Score -7124372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7124373.000000 Penalty: 3279.797119
	Iteration 33Q: 3 clusters Score -7124373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7124373.500000 Penalty: 3279.797119
	Iteration 34Q: 3 clusters Score -7124374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7124373.500000 Penalty: 3279.797119
	Iteration 35F: 3 clusters Score -7124374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Entering Unmasked Estep 
Score: -1865683.125000 Penalty: 1452.779907
	Iteration 0F: 2 clusters Score -1865683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1854292.625000 Penalty: 2905.559814
	Iteration 0F: 3 clusters Score -1854293 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1858273.875000 Penalty: 2905.559814
	Iteration 1F: 3 clusters Score -1858274 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1858591.875000 Penalty: 2905.559814
	Iteration 2F: 3 clusters Score -1858592 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1858841.875000 Penalty: 2905.559814
	Iteration 3Q: 3 clusters Score -1858842 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1859023.375000 Penalty: 2905.559814
	Iteration 4Q: 3 clusters Score -1859023 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1859192.875000 Penalty: 2905.559814
	Iteration 5Q: 3 clusters Score -1859193 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1859385.250000 Penalty: 2905.559814
	Iteration 6Q: 3 clusters Score -1859385 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1859576.375000 Penalty: 2905.559814
	Iteration 7Q: 3 clusters Score -1859576 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1859782.000000 Penalty: 2905.559814
	Iteration 8Q: 3 clusters Score -1859782 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1860018.125000 Penalty: 2905.559814
	Iteration 9Q: 3 clusters Score -1860018 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1860290.125000 Penalty: 2905.559814
	Iteration 10Q: 3 clusters Score -1860290 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1860654.250000 Penalty: 2905.559814
	Iteration 11Q: 3 clusters Score -1860654 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1861116.500000 Penalty: 2905.559814
	Iteration 12Q: 3 clusters Score -1861116 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1861632.000000 Penalty: 2905.559814
	Iteration 13Q: 3 clusters Score -1861632 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1862172.875000 Penalty: 2905.559814
	Iteration 14Q: 3 clusters Score -1862173 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1862688.000000 Penalty: 2905.559814
	Iteration 15Q: 3 clusters Score -1862688 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1863205.750000 Penalty: 2905.559814
	Iteration 16Q: 3 clusters Score -1863206 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1863669.000000 Penalty: 2905.559814
	Iteration 17Q: 3 clusters Score -1863669 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1864071.500000 Penalty: 2905.559814
	Iteration 18Q: 3 clusters Score -1864072 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1864353.000000 Penalty: 2905.559814
	Iteration 19Q: 3 clusters Score -1864353 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1864582.875000 Penalty: 2905.559814
	Iteration 20F: 3 clusters Score -1864583 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1864711.000000 Penalty: 2905.559814
	Iteration 21Q: 3 clusters Score -1864711 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1864779.750000 Penalty: 2905.559814
	Iteration 22Q: 3 clusters Score -1864780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1864833.500000 Penalty: 2905.559814
	Iteration 23Q: 3 clusters Score -1864834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1864870.250000 Penalty: 2905.559814
	Iteration 24Q: 3 clusters Score -1864870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1864898.250000 Penalty: 2905.559814
	Iteration 25Q: 3 clusters Score -1864898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1864924.250000 Penalty: 2905.559814
	Iteration 26Q: 3 clusters Score -1864924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1864943.625000 Penalty: 2905.559814
	Iteration 27Q: 3 clusters Score -1864944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1864965.125000 Penalty: 2905.559814
	Iteration 28Q: 3 clusters Score -1864965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1864987.375000 Penalty: 2905.559814
	Iteration 29Q: 3 clusters Score -1864987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1865000.375000 Penalty: 2905.559814
	Iteration 30Q: 3 clusters Score -1865000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1865007.875000 Penalty: 2905.559814
	Iteration 31Q: 3 clusters Score -1865008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1865012.375000 Penalty: 2905.559814
	Iteration 32Q: 3 clusters Score -1865012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1865016.750000 Penalty: 2905.559814
	Iteration 33Q: 3 clusters Score -1865017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1865021.375000 Penalty: 2905.559814
	Iteration 34Q: 3 clusters Score -1865021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1865021.000000 Penalty: 2905.559814
	Iteration 35Q: 3 clusters Score -1865021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1865027.000000 Penalty: 2905.559814
	Iteration 36Q: 3 clusters Score -1865027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1865028.625000 Penalty: 2905.559814
	Iteration 37Q: 3 clusters Score -1865029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1865030.375000 Penalty: 2905.559814
	Iteration 38Q: 3 clusters Score -1865030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1865033.375000 Penalty: 2905.559814
	Iteration 39Q: 3 clusters Score -1865033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1865033.375000 Penalty: 2905.559814
	Iteration 40F: 3 clusters Score -1865033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Entering Unmasked Estep 
Score: -4924115.000000 Penalty: 1584.654419
	Iteration 0F: 2 clusters Score -4924115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4896560.500000 Penalty: 3169.308838
	Iteration 0F: 3 clusters Score -4896560 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4907275.000000 Penalty: 3169.308838
	Iteration 1F: 3 clusters Score -4907275 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4907878.000000 Penalty: 3169.308838
	Iteration 2Q: 3 clusters Score -4907878 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4908452.000000 Penalty: 3169.308838
	Iteration 3Q: 3 clusters Score -4908452 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4909056.000000 Penalty: 3169.308838
	Iteration 4Q: 3 clusters Score -4909056 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4909715.500000 Penalty: 3169.308838
	Iteration 5Q: 3 clusters Score -4909716 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4910452.000000 Penalty: 3169.308838
	Iteration 6Q: 3 clusters Score -4910452 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4911263.500000 Penalty: 3169.308838
	Iteration 7Q: 3 clusters Score -4911264 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4912278.000000 Penalty: 3169.308838
	Iteration 8Q: 3 clusters Score -4912278 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4913478.000000 Penalty: 3169.308838
	Iteration 9Q: 3 clusters Score -4913478 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4914777.500000 Penalty: 3169.308838
	Iteration 10F: 3 clusters Score -4914778 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4915893.000000 Penalty: 3169.308838
	Iteration 11Q: 3 clusters Score -4915893 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4916492.000000 Penalty: 3169.308838
	Iteration 12Q: 3 clusters Score -4916492 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4916752.000000 Penalty: 3169.308838
	Iteration 13Q: 3 clusters Score -4916752 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4916867.000000 Penalty: 3169.308838
	Iteration 14Q: 3 clusters Score -4916867 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4916950.000000 Penalty: 3169.308838
	Iteration 15Q: 3 clusters Score -4916950 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -4917019.500000 Penalty: 3169.308838
	Iteration 16Q: 3 clusters Score -4917020 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -4917086.000000 Penalty: 3169.308838
	Iteration 17Q: 3 clusters Score -4917086 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4917161.500000 Penalty: 3169.308838
	Iteration 18Q: 3 clusters Score -4917162 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4917275.500000 Penalty: 3169.308838
	Iteration 19Q: 3 clusters Score -4917276 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4917307.000000 Penalty: 3169.308838
	Iteration 20F: 3 clusters Score -4917307 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4917359.500000 Penalty: 3169.308838
	Iteration 21Q: 3 clusters Score -4917360 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4917443.500000 Penalty: 3169.308838
	Iteration 22Q: 3 clusters Score -4917444 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4917540.500000 Penalty: 3169.308838
	Iteration 23Q: 3 clusters Score -4917540 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4917679.000000 Penalty: 3169.308838
	Iteration 24Q: 3 clusters Score -4917679 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4917781.000000 Penalty: 3169.308838
	Iteration 25Q: 3 clusters Score -4917781 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4917931.000000 Penalty: 3169.308838
	Iteration 26Q: 3 clusters Score -4917931 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4918089.000000 Penalty: 3169.308838
	Iteration 27Q: 3 clusters Score -4918089 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -4918267.000000 Penalty: 3169.308838
	Iteration 28Q: 3 clusters Score -4918267 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4918419.500000 Penalty: 3169.308838
	Iteration 29Q: 3 clusters Score -4918420 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4918621.000000 Penalty: 3169.308838
	Iteration 30Q: 3 clusters Score -4918621 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4918791.000000 Penalty: 3169.308838
	Iteration 31Q: 3 clusters Score -4918791 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4918959.500000 Penalty: 3169.308838
	Iteration 32Q: 3 clusters Score -4918960 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4919181.000000 Penalty: 3169.308838
	Iteration 33Q: 3 clusters Score -4919181 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4919421.500000 Penalty: 3169.308838
	Iteration 34Q: 3 clusters Score -4919422 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4919663.500000 Penalty: 3169.308838
	Iteration 35Q: 3 clusters Score -4919664 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -4919988.000000 Penalty: 3169.308838
	Iteration 36Q: 3 clusters Score -4919988 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4920288.500000 Penalty: 3169.308838
	Iteration 37Q: 3 clusters Score -4920288 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4920527.000000 Penalty: 3169.308838
	Iteration 38Q: 3 clusters Score -4920527 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4920828.500000 Penalty: 3169.308838
	Iteration 39Q: 3 clusters Score -4920828 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4921040.500000 Penalty: 3169.308838
	Iteration 40F: 3 clusters Score -4921040 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4921307.000000 Penalty: 3169.308838
	Iteration 41Q: 3 clusters Score -4921307 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4921552.000000 Penalty: 3169.308838
	Iteration 42Q: 3 clusters Score -4921552 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4921799.500000 Penalty: 3169.308838
	Iteration 43Q: 3 clusters Score -4921800 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4922071.000000 Penalty: 3169.308838
	Iteration 44Q: 3 clusters Score -4922071 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4922317.500000 Penalty: 3169.308838
	Iteration 45Q: 3 clusters Score -4922318 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4922563.000000 Penalty: 3169.308838
	Iteration 46Q: 3 clusters Score -4922563 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4922747.500000 Penalty: 3169.308838
	Iteration 47Q: 3 clusters Score -4922748 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4922917.000000 Penalty: 3169.308838
	Iteration 48Q: 3 clusters Score -4922917 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4923068.000000 Penalty: 3169.308838
	Iteration 49Q: 3 clusters Score -4923068 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4923150.500000 Penalty: 3169.308838
	Iteration 50Q: 3 clusters Score -4923150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4923244.500000 Penalty: 3169.308838
	Iteration 51Q: 3 clusters Score -4923244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4923300.500000 Penalty: 3169.308838
	Iteration 52Q: 3 clusters Score -4923300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4923346.000000 Penalty: 3169.308838
	Iteration 53Q: 3 clusters Score -4923346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4923367.500000 Penalty: 3169.308838
	Iteration 54Q: 3 clusters Score -4923368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4923386.000000 Penalty: 3169.308838
	Iteration 55Q: 3 clusters Score -4923386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4923414.500000 Penalty: 3169.308838
	Iteration 56Q: 3 clusters Score -4923414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4923416.000000 Penalty: 3169.308838
	Iteration 57Q: 3 clusters Score -4923416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4923439.500000 Penalty: 3169.308838
	Iteration 58Q: 3 clusters Score -4923440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4923439.000000 Penalty: 3169.308838
	Iteration 59Q: 3 clusters Score -4923439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4923440.000000 Penalty: 3169.308838
	Iteration 60F: 3 clusters Score -4923440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4923444.500000 Penalty: 3169.308838
	Iteration 61Q: 3 clusters Score -4923444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4923457.000000 Penalty: 3169.308838
	Iteration 62Q: 3 clusters Score -4923457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4923457.500000 Penalty: 3169.308838
	Iteration 63Q: 3 clusters Score -4923458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4923460.000000 Penalty: 3169.308838
	Iteration 64Q: 3 clusters Score -4923460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4923460.000000 Penalty: 3169.308838
	Iteration 65F: 3 clusters Score -4923460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -454641.250000 Penalty: 1241.166504
	Iteration 0F: 2 clusters Score -454641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -451467.000000 Penalty: 2482.333008
	Iteration 0F: 3 clusters Score -451467 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -452391.500000 Penalty: 2482.333008
	Iteration 1F: 3 clusters Score -452391.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -452579.281250 Penalty: 2482.333008
	Iteration 2F: 3 clusters Score -452579.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -452698.937500 Penalty: 2482.333008
	Iteration 3Q: 3 clusters Score -452698.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -452779.187500 Penalty: 2482.333008
	Iteration 4Q: 3 clusters Score -452779.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -452843.156250 Penalty: 2482.333008
	Iteration 5Q: 3 clusters Score -452843.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -452880.906250 Penalty: 2482.333008
	Iteration 6Q: 3 clusters Score -452880.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -452907.406250 Penalty: 2482.333008
	Iteration 7Q: 3 clusters Score -452907.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -452930.937500 Penalty: 2482.333008
	Iteration 8Q: 3 clusters Score -452930.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -452956.625000 Penalty: 2482.333008
	Iteration 9Q: 3 clusters Score -452956.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -452990.625000 Penalty: 2482.333008
	Iteration 10Q: 3 clusters Score -452990.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -453024.062500 Penalty: 2482.333008
	Iteration 11Q: 3 clusters Score -453024.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -453053.156250 Penalty: 2482.333008
	Iteration 12Q: 3 clusters Score -453053.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -453083.812500 Penalty: 2482.333008
	Iteration 13Q: 3 clusters Score -453083.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -453106.625000 Penalty: 2482.333008
	Iteration 14Q: 3 clusters Score -453106.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -453126.875000 Penalty: 2482.333008
	Iteration 15Q: 3 clusters Score -453126.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -453148.937500 Penalty: 2482.333008
	Iteration 16Q: 3 clusters Score -453148.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -453168.125000 Penalty: 2482.333008
	Iteration 17Q: 3 clusters Score -453168.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -453186.687500 Penalty: 2482.333008
	Iteration 18Q: 3 clusters Score -453186.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -453205.250000 Penalty: 2482.333008
	Iteration 19Q: 3 clusters Score -453205.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -453225.968750 Penalty: 2482.333008
	Iteration 20F: 3 clusters Score -453226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -453246.000000 Penalty: 2482.333008
	Iteration 21Q: 3 clusters Score -453246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -453266.218750 Penalty: 2482.333008
	Iteration 22Q: 3 clusters Score -453266.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -453286.781250 Penalty: 2482.333008
	Iteration 23Q: 3 clusters Score -453286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -453304.312500 Penalty: 2482.333008
	Iteration 24Q: 3 clusters Score -453304.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -453319.156250 Penalty: 2482.333008
	Iteration 25Q: 3 clusters Score -453319.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -453337.250000 Penalty: 2482.333008
	Iteration 26Q: 3 clusters Score -453337.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -453350.125000 Penalty: 2482.333008
	Iteration 27Q: 3 clusters Score -453350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -453363.468750 Penalty: 2482.333008
	Iteration 28Q: 3 clusters Score -453363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -453377.531250 Penalty: 2482.333008
	Iteration 29Q: 3 clusters Score -453377.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -453393.875000 Penalty: 2482.333008
	Iteration 30Q: 3 clusters Score -453393.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -453409.843750 Penalty: 2482.333008
	Iteration 31Q: 3 clusters Score -453409.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -453427.218750 Penalty: 2482.333008
	Iteration 32Q: 3 clusters Score -453427.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -453442.562500 Penalty: 2482.333008
	Iteration 33Q: 3 clusters Score -453442.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -453452.406250 Penalty: 2482.333008
	Iteration 34Q: 3 clusters Score -453452.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -453462.062500 Penalty: 2482.333008
	Iteration 35Q: 3 clusters Score -453462.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -453473.281250 Penalty: 2482.333008
	Iteration 36Q: 3 clusters Score -453473.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -453480.343750 Penalty: 2482.333008
	Iteration 37Q: 3 clusters Score -453480.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -453487.937500 Penalty: 2482.333008
	Iteration 38Q: 3 clusters Score -453487.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -453496.406250 Penalty: 2482.333008
	Iteration 39Q: 3 clusters Score -453496.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -453504.812500 Penalty: 2482.333008
	Iteration 40F: 3 clusters Score -453504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -453513.437500 Penalty: 2482.333008
	Iteration 41Q: 3 clusters Score -453513.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -453521.187500 Penalty: 2482.333008
	Iteration 42Q: 3 clusters Score -453521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -453529.625000 Penalty: 2482.333008
	Iteration 43Q: 3 clusters Score -453529.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -453540.218750 Penalty: 2482.333008
	Iteration 44Q: 3 clusters Score -453540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -453548.031250 Penalty: 2482.333008
	Iteration 45Q: 3 clusters Score -453548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -453555.218750 Penalty: 2482.333008
	Iteration 46Q: 3 clusters Score -453555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -453564.843750 Penalty: 2482.333008
	Iteration 47Q: 3 clusters Score -453564.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -453577.906250 Penalty: 2482.333008
	Iteration 48Q: 3 clusters Score -453577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -453594.468750 Penalty: 2482.333008
	Iteration 49Q: 3 clusters Score -453594.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -453608.656250 Penalty: 2482.333008
	Iteration 50Q: 3 clusters Score -453608.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -453619.000000 Penalty: 2482.333008
	Iteration 51Q: 3 clusters Score -453619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -453630.781250 Penalty: 2482.333008
	Iteration 52Q: 3 clusters Score -453630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -453635.156250 Penalty: 2482.333008
	Iteration 53Q: 3 clusters Score -453635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -453642.843750 Penalty: 2482.333008
	Iteration 54Q: 3 clusters Score -453642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -453650.406250 Penalty: 2482.333008
	Iteration 55Q: 3 clusters Score -453650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -453653.406250 Penalty: 2482.333008
	Iteration 56Q: 3 clusters Score -453653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -453656.875000 Penalty: 2482.333008
	Iteration 57Q: 3 clusters Score -453656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -453660.531250 Penalty: 2482.333008
	Iteration 58Q: 3 clusters Score -453660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -453661.781250 Penalty: 2482.333008
	Iteration 59Q: 3 clusters Score -453661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -453661.781250 Penalty: 2482.333008
	Iteration 60F: 3 clusters Score -453661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Entering Unmasked Estep 
Score: -968651.062500 Penalty: 1341.476318
	Iteration 0F: 2 clusters Score -968651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -962970.562500 Penalty: 2682.952637
	Iteration 0F: 3 clusters Score -962970.6 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -964690.062500 Penalty: 2682.952637
	Iteration 1F: 3 clusters Score -964690.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -964975.875000 Penalty: 2682.952637
	Iteration 2F: 3 clusters Score -964975.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -965168.875000 Penalty: 2682.952637
	Iteration 3F: 3 clusters Score -965168.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -965334.562500 Penalty: 2682.952637
	Iteration 4Q: 3 clusters Score -965334.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -965495.250000 Penalty: 2682.952637
	Iteration 5Q: 3 clusters Score -965495.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -965668.375000 Penalty: 2682.952637
	Iteration 6Q: 3 clusters Score -965668.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -965842.812500 Penalty: 2682.952637
	Iteration 7Q: 3 clusters Score -965842.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -966003.812500 Penalty: 2682.952637
	Iteration 8Q: 3 clusters Score -966003.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -966173.750000 Penalty: 2682.952637
	Iteration 9Q: 3 clusters Score -966173.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -966329.687500 Penalty: 2682.952637
	Iteration 10Q: 3 clusters Score -966329.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -966483.937500 Penalty: 2682.952637
	Iteration 11Q: 3 clusters Score -966483.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -966637.875000 Penalty: 2682.952637
	Iteration 12Q: 3 clusters Score -966637.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -966756.875000 Penalty: 2682.952637
	Iteration 13Q: 3 clusters Score -966756.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -966892.625000 Penalty: 2682.952637
	Iteration 14Q: 3 clusters Score -966892.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -967030.312500 Penalty: 2682.952637
	Iteration 15Q: 3 clusters Score -967030.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -967151.437500 Penalty: 2682.952637
	Iteration 16Q: 3 clusters Score -967151.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -967245.812500 Penalty: 2682.952637
	Iteration 17Q: 3 clusters Score -967245.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -967315.812500 Penalty: 2682.952637
	Iteration 18Q: 3 clusters Score -967315.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -967362.750000 Penalty: 2682.952637
	Iteration 19Q: 3 clusters Score -967362.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -967402.125000 Penalty: 2682.952637
	Iteration 20F: 3 clusters Score -967402.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -967441.625000 Penalty: 2682.952637
	Iteration 21Q: 3 clusters Score -967441.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -967467.750000 Penalty: 2682.952637
	Iteration 22Q: 3 clusters Score -967467.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -967488.187500 Penalty: 2682.952637
	Iteration 23Q: 3 clusters Score -967488.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -967502.250000 Penalty: 2682.952637
	Iteration 24Q: 3 clusters Score -967502.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -967509.562500 Penalty: 2682.952637
	Iteration 25Q: 3 clusters Score -967509.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -967519.625000 Penalty: 2682.952637
	Iteration 26Q: 3 clusters Score -967519.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -967524.562500 Penalty: 2682.952637
	Iteration 27Q: 3 clusters Score -967524.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -967532.937500 Penalty: 2682.952637
	Iteration 28Q: 3 clusters Score -967532.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -967542.875000 Penalty: 2682.952637
	Iteration 29Q: 3 clusters Score -967542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -967551.625000 Penalty: 2682.952637
	Iteration 30Q: 3 clusters Score -967551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -967555.562500 Penalty: 2682.952637
	Iteration 31Q: 3 clusters Score -967555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -967556.312500 Penalty: 2682.952637
	Iteration 32Q: 3 clusters Score -967556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -967562.062500 Penalty: 2682.952637
	Iteration 33Q: 3 clusters Score -967562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -967565.437500 Penalty: 2682.952637
	Iteration 34Q: 3 clusters Score -967565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -967567.000000 Penalty: 2682.952637
	Iteration 35Q: 3 clusters Score -967567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -967567.062500 Penalty: 2682.952637
	Iteration 36Q: 3 clusters Score -967567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -967567.875000 Penalty: 2682.952637
	Iteration 37Q: 3 clusters Score -967567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -967568.062500 Penalty: 2682.952637
	Iteration 38Q: 3 clusters Score -967568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -967567.750000 Penalty: 2682.952637
	Iteration 39Q: 3 clusters Score -967567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -967567.750000 Penalty: 2682.952637
	Iteration 40F: 3 clusters Score -967567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1162156.625000 Penalty: 1379.421509
	Iteration 0F: 2 clusters Score -1162157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1155025.250000 Penalty: 2758.843018
	Iteration 0F: 3 clusters Score -1155025 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1157360.125000 Penalty: 2758.843018
	Iteration 1F: 3 clusters Score -1157360 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1157759.375000 Penalty: 2758.843018
	Iteration 2F: 3 clusters Score -1157759 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1158038.250000 Penalty: 2758.843018
	Iteration 3F: 3 clusters Score -1158038 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1158244.250000 Penalty: 2758.843018
	Iteration 4Q: 3 clusters Score -1158244 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1158397.750000 Penalty: 2758.843018
	Iteration 5Q: 3 clusters Score -1158398 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1158508.500000 Penalty: 2758.843018
	Iteration 6Q: 3 clusters Score -1158508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1158604.375000 Penalty: 2758.843018
	Iteration 7Q: 3 clusters Score -1158604 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1158679.875000 Penalty: 2758.843018
	Iteration 8Q: 3 clusters Score -1158680 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1158748.250000 Penalty: 2758.843018
	Iteration 9Q: 3 clusters Score -1158748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1158817.875000 Penalty: 2758.843018
	Iteration 10Q: 3 clusters Score -1158818 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1158885.875000 Penalty: 2758.843018
	Iteration 11Q: 3 clusters Score -1158886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1158957.750000 Penalty: 2758.843018
	Iteration 12Q: 3 clusters Score -1158958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1159041.000000 Penalty: 2758.843018
	Iteration 13Q: 3 clusters Score -1159041 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1159108.000000 Penalty: 2758.843018
	Iteration 14Q: 3 clusters Score -1159108 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1159169.375000 Penalty: 2758.843018
	Iteration 15Q: 3 clusters Score -1159169 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1159217.250000 Penalty: 2758.843018
	Iteration 16Q: 3 clusters Score -1159217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1159274.875000 Penalty: 2758.843018
	Iteration 17Q: 3 clusters Score -1159275 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1159332.250000 Penalty: 2758.843018
	Iteration 18Q: 3 clusters Score -1159332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1159384.375000 Penalty: 2758.843018
	Iteration 19Q: 3 clusters Score -1159384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1159451.875000 Penalty: 2758.843018
	Iteration 20F: 3 clusters Score -1159452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1159533.500000 Penalty: 2758.843018
	Iteration 21Q: 3 clusters Score -1159534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1159622.625000 Penalty: 2758.843018
	Iteration 22Q: 3 clusters Score -1159623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1159707.625000 Penalty: 2758.843018
	Iteration 23Q: 3 clusters Score -1159708 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1159796.125000 Penalty: 2758.843018
	Iteration 24Q: 3 clusters Score -1159796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1159876.000000 Penalty: 2758.843018
	Iteration 25Q: 3 clusters Score -1159876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1159981.625000 Penalty: 2758.843018
	Iteration 26Q: 3 clusters Score -1159982 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1160084.625000 Penalty: 2758.843018
	Iteration 27Q: 3 clusters Score -1160085 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1160165.875000 Penalty: 2758.843018
	Iteration 28Q: 3 clusters Score -1160166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1160237.250000 Penalty: 2758.843018
	Iteration 29Q: 3 clusters Score -1160237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1160295.500000 Penalty: 2758.843018
	Iteration 30Q: 3 clusters Score -1160296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1160347.750000 Penalty: 2758.843018
	Iteration 31Q: 3 clusters Score -1160348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1160411.625000 Penalty: 2758.843018
	Iteration 32Q: 3 clusters Score -1160412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1160461.750000 Penalty: 2758.843018
	Iteration 33Q: 3 clusters Score -1160462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1160503.125000 Penalty: 2758.843018
	Iteration 34Q: 3 clusters Score -1160503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1160546.250000 Penalty: 2758.843018
	Iteration 35Q: 3 clusters Score -1160546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1160586.750000 Penalty: 2758.843018
	Iteration 36Q: 3 clusters Score -1160587 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1160617.500000 Penalty: 2758.843018
	Iteration 37Q: 3 clusters Score -1160618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1160648.125000 Penalty: 2758.843018
	Iteration 38Q: 3 clusters Score -1160648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1160682.750000 Penalty: 2758.843018
	Iteration 39Q: 3 clusters Score -1160683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1160711.375000 Penalty: 2758.843018
	Iteration 40F: 3 clusters Score -1160711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1160738.250000 Penalty: 2758.843018
	Iteration 41Q: 3 clusters Score -1160738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1160769.875000 Penalty: 2758.843018
	Iteration 42Q: 3 clusters Score -1160770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1160797.250000 Penalty: 2758.843018
	Iteration 43Q: 3 clusters Score -1160797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1160822.375000 Penalty: 2758.843018
	Iteration 44Q: 3 clusters Score -1160822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1160844.000000 Penalty: 2758.843018
	Iteration 45Q: 3 clusters Score -1160844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1160869.500000 Penalty: 2758.843018
	Iteration 46Q: 3 clusters Score -1160870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1160896.375000 Penalty: 2758.843018
	Iteration 47Q: 3 clusters Score -1160896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1160921.250000 Penalty: 2758.843018
	Iteration 48Q: 3 clusters Score -1160921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1160937.875000 Penalty: 2758.843018
	Iteration 49Q: 3 clusters Score -1160938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1160950.000000 Penalty: 2758.843018
	Iteration 50Q: 3 clusters Score -1160950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1160955.875000 Penalty: 2758.843018
	Iteration 51Q: 3 clusters Score -1160956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1160963.625000 Penalty: 2758.843018
	Iteration 52Q: 3 clusters Score -1160964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1160969.625000 Penalty: 2758.843018
	Iteration 53Q: 3 clusters Score -1160970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1160976.375000 Penalty: 2758.843018
	Iteration 54Q: 3 clusters Score -1160976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1160984.625000 Penalty: 2758.843018
	Iteration 55Q: 3 clusters Score -1160985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1160995.250000 Penalty: 2758.843018
	Iteration 56Q: 3 clusters Score -1160995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1161007.375000 Penalty: 2758.843018
	Iteration 57Q: 3 clusters Score -1161007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1161014.375000 Penalty: 2758.843018
	Iteration 58Q: 3 clusters Score -1161014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1161027.500000 Penalty: 2758.843018
	Iteration 59Q: 3 clusters Score -1161028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1161034.000000 Penalty: 2758.843018
	Iteration 60F: 3 clusters Score -1161034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1161045.375000 Penalty: 2758.843018
	Iteration 61Q: 3 clusters Score -1161045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1161055.000000 Penalty: 2758.843018
	Iteration 62Q: 3 clusters Score -1161055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1161061.375000 Penalty: 2758.843018
	Iteration 63Q: 3 clusters Score -1161061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1161064.500000 Penalty: 2758.843018
	Iteration 64Q: 3 clusters Score -1161064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1161071.250000 Penalty: 2758.843018
	Iteration 65Q: 3 clusters Score -1161071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1161076.750000 Penalty: 2758.843018
	Iteration 66Q: 3 clusters Score -1161077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1161080.000000 Penalty: 2758.843018
	Iteration 67Q: 3 clusters Score -1161080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1161083.500000 Penalty: 2758.843018
	Iteration 68Q: 3 clusters Score -1161084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1161093.125000 Penalty: 2758.843018
	Iteration 69Q: 3 clusters Score -1161093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1161097.625000 Penalty: 2758.843018
	Iteration 70Q: 3 clusters Score -1161098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1161105.625000 Penalty: 2758.843018
	Iteration 71Q: 3 clusters Score -1161106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1161111.125000 Penalty: 2758.843018
	Iteration 72Q: 3 clusters Score -1161111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1161113.125000 Penalty: 2758.843018
	Iteration 73Q: 3 clusters Score -1161113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1161115.625000 Penalty: 2758.843018
	Iteration 74Q: 3 clusters Score -1161116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1161117.750000 Penalty: 2758.843018
	Iteration 75Q: 3 clusters Score -1161118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1161120.000000 Penalty: 2758.843018
	Iteration 76Q: 3 clusters Score -1161120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1161121.250000 Penalty: 2758.843018
	Iteration 77Q: 3 clusters Score -1161121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1161121.375000 Penalty: 2758.843018
	Iteration 78Q: 3 clusters Score -1161121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1161122.625000 Penalty: 2758.843018
	Iteration 79Q: 3 clusters Score -1161123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1161121.375000 Penalty: 2758.843018
	Iteration 80F: 3 clusters Score -1161121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1161127.375000 Penalty: 2758.843018
	Iteration 81Q: 3 clusters Score -1161127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1161128.875000 Penalty: 2758.843018
	Iteration 82Q: 3 clusters Score -1161129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1161130.000000 Penalty: 2758.843018
	Iteration 83Q: 3 clusters Score -1161130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1161132.250000 Penalty: 2758.843018
	Iteration 84Q: 3 clusters Score -1161132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1161134.500000 Penalty: 2758.843018
	Iteration 85Q: 3 clusters Score -1161134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1161133.250000 Penalty: 2758.843018
	Iteration 86Q: 3 clusters Score -1161133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1161135.500000 Penalty: 2758.843018
	Iteration 87Q: 3 clusters Score -1161136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1161137.625000 Penalty: 2758.843018
	Iteration 88Q: 3 clusters Score -1161138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1161137.250000 Penalty: 2758.843018
	Iteration 89Q: 3 clusters Score -1161137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1161136.625000 Penalty: 2758.843018
	Iteration 90Q: 3 clusters Score -1161137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1161137.000000 Penalty: 2758.843018
	Iteration 91Q: 3 clusters Score -1161137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1161138.000000 Penalty: 2758.843018
	Iteration 92Q: 3 clusters Score -1161138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1161140.625000 Penalty: 2758.843018
	Iteration 93Q: 3 clusters Score -1161141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1161140.625000 Penalty: 2758.843018
	Iteration 94Q: 3 clusters Score -1161141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1161140.625000 Penalty: 2758.843018
	Iteration 95F: 3 clusters Score -1161141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Entering Unmasked Estep 
Score: -900354.187500 Penalty: 1339.143433
	Iteration 0F: 2 clusters Score -900354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -894786.000000 Penalty: 2678.286865
	Iteration 0F: 3 clusters Score -894786 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -896561.125000 Penalty: 2678.286865
	Iteration 1F: 3 clusters Score -896561.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -896864.687500 Penalty: 2678.286865
	Iteration 2F: 3 clusters Score -896864.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -897058.187500 Penalty: 2678.286865
	Iteration 3F: 3 clusters Score -897058.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -897216.375000 Penalty: 2678.286865
	Iteration 4Q: 3 clusters Score -897216.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -897371.000000 Penalty: 2678.286865
	Iteration 5Q: 3 clusters Score -897371 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -897492.250000 Penalty: 2678.286865
	Iteration 6Q: 3 clusters Score -897492.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -897608.062500 Penalty: 2678.286865
	Iteration 7Q: 3 clusters Score -897608.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -897717.875000 Penalty: 2678.286865
	Iteration 8Q: 3 clusters Score -897717.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -897828.312500 Penalty: 2678.286865
	Iteration 9Q: 3 clusters Score -897828.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -897944.875000 Penalty: 2678.286865
	Iteration 10Q: 3 clusters Score -897944.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -898077.875000 Penalty: 2678.286865
	Iteration 11Q: 3 clusters Score -898077.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -898200.625000 Penalty: 2678.286865
	Iteration 12Q: 3 clusters Score -898200.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -898331.562500 Penalty: 2678.286865
	Iteration 13Q: 3 clusters Score -898331.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -898457.625000 Penalty: 2678.286865
	Iteration 14Q: 3 clusters Score -898457.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -898591.687500 Penalty: 2678.286865
	Iteration 15Q: 3 clusters Score -898591.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -898718.875000 Penalty: 2678.286865
	Iteration 16Q: 3 clusters Score -898718.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -898831.125000 Penalty: 2678.286865
	Iteration 17Q: 3 clusters Score -898831.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -898919.687500 Penalty: 2678.286865
	Iteration 18Q: 3 clusters Score -898919.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -898992.625000 Penalty: 2678.286865
	Iteration 19Q: 3 clusters Score -898992.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -899054.937500 Penalty: 2678.286865
	Iteration 20F: 3 clusters Score -899054.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -899101.562500 Penalty: 2678.286865
	Iteration 21Q: 3 clusters Score -899101.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -899152.750000 Penalty: 2678.286865
	Iteration 22Q: 3 clusters Score -899152.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -899198.687500 Penalty: 2678.286865
	Iteration 23Q: 3 clusters Score -899198.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -899236.812500 Penalty: 2678.286865
	Iteration 24Q: 3 clusters Score -899236.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -899268.562500 Penalty: 2678.286865
	Iteration 25Q: 3 clusters Score -899268.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -899296.937500 Penalty: 2678.286865
	Iteration 26Q: 3 clusters Score -899296.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -899326.812500 Penalty: 2678.286865
	Iteration 27Q: 3 clusters Score -899326.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -899348.437500 Penalty: 2678.286865
	Iteration 28Q: 3 clusters Score -899348.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -899361.500000 Penalty: 2678.286865
	Iteration 29Q: 3 clusters Score -899361.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -899372.187500 Penalty: 2678.286865
	Iteration 30Q: 3 clusters Score -899372.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -899385.250000 Penalty: 2678.286865
	Iteration 31Q: 3 clusters Score -899385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -899395.812500 Penalty: 2678.286865
	Iteration 32Q: 3 clusters Score -899395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -899409.437500 Penalty: 2678.286865
	Iteration 33Q: 3 clusters Score -899409.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -899419.125000 Penalty: 2678.286865
	Iteration 34Q: 3 clusters Score -899419.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -899430.875000 Penalty: 2678.286865
	Iteration 35Q: 3 clusters Score -899430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -899438.812500 Penalty: 2678.286865
	Iteration 36Q: 3 clusters Score -899438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -899448.312500 Penalty: 2678.286865
	Iteration 37Q: 3 clusters Score -899448.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -899459.750000 Penalty: 2678.286865
	Iteration 38Q: 3 clusters Score -899459.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -899468.500000 Penalty: 2678.286865
	Iteration 39Q: 3 clusters Score -899468.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -899480.937500 Penalty: 2678.286865
	Iteration 40F: 3 clusters Score -899480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -899482.187500 Penalty: 2678.286865
	Iteration 41Q: 3 clusters Score -899482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -899484.500000 Penalty: 2678.286865
	Iteration 42Q: 3 clusters Score -899484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -899487.500000 Penalty: 2678.286865
	Iteration 43Q: 3 clusters Score -899487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -899489.500000 Penalty: 2678.286865
	Iteration 44Q: 3 clusters Score -899489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -899489.000000 Penalty: 2678.286865
	Iteration 45Q: 3 clusters Score -899489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -899489.000000 Penalty: 2678.286865
	Iteration 46F: 3 clusters Score -899489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -469607.531250 Penalty: 1240.240845
	Iteration 0F: 2 clusters Score -469607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -466417.468750 Penalty: 2480.481689
	Iteration 0F: 3 clusters Score -466417.5 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -467351.750000 Penalty: 2480.481689
	Iteration 1F: 3 clusters Score -467351.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -467570.375000 Penalty: 2480.481689
	Iteration 2F: 3 clusters Score -467570.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -467702.218750 Penalty: 2480.481689
	Iteration 3Q: 3 clusters Score -467702.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -467803.093750 Penalty: 2480.481689
	Iteration 4Q: 3 clusters Score -467803.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -467880.968750 Penalty: 2480.481689
	Iteration 5Q: 3 clusters Score -467881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -467947.562500 Penalty: 2480.481689
	Iteration 6Q: 3 clusters Score -467947.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -468009.781250 Penalty: 2480.481689
	Iteration 7Q: 3 clusters Score -468009.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -468056.312500 Penalty: 2480.481689
	Iteration 8Q: 3 clusters Score -468056.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -468092.843750 Penalty: 2480.481689
	Iteration 9Q: 3 clusters Score -468092.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -468120.593750 Penalty: 2480.481689
	Iteration 10Q: 3 clusters Score -468120.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -468158.781250 Penalty: 2480.481689
	Iteration 11Q: 3 clusters Score -468158.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -468189.937500 Penalty: 2480.481689
	Iteration 12Q: 3 clusters Score -468189.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -468212.500000 Penalty: 2480.481689
	Iteration 13Q: 3 clusters Score -468212.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -468232.875000 Penalty: 2480.481689
	Iteration 14Q: 3 clusters Score -468232.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -468249.968750 Penalty: 2480.481689
	Iteration 15Q: 3 clusters Score -468250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -468261.812500 Penalty: 2480.481689
	Iteration 16Q: 3 clusters Score -468261.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -468279.000000 Penalty: 2480.481689
	Iteration 17Q: 3 clusters Score -468279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -468296.281250 Penalty: 2480.481689
	Iteration 18Q: 3 clusters Score -468296.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -468315.062500 Penalty: 2480.481689
	Iteration 19Q: 3 clusters Score -468315.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -468334.093750 Penalty: 2480.481689
	Iteration 20F: 3 clusters Score -468334.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -468351.968750 Penalty: 2480.481689
	Iteration 21Q: 3 clusters Score -468352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -468365.156250 Penalty: 2480.481689
	Iteration 22Q: 3 clusters Score -468365.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -468378.468750 Penalty: 2480.481689
	Iteration 23Q: 3 clusters Score -468378.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -468393.375000 Penalty: 2480.481689
	Iteration 24Q: 3 clusters Score -468393.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -468405.593750 Penalty: 2480.481689
	Iteration 25Q: 3 clusters Score -468405.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -468417.437500 Penalty: 2480.481689
	Iteration 26Q: 3 clusters Score -468417.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -468426.625000 Penalty: 2480.481689
	Iteration 27Q: 3 clusters Score -468426.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -468434.250000 Penalty: 2480.481689
	Iteration 28Q: 3 clusters Score -468434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -468440.437500 Penalty: 2480.481689
	Iteration 29Q: 3 clusters Score -468440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -468445.750000 Penalty: 2480.481689
	Iteration 30Q: 3 clusters Score -468445.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -468454.562500 Penalty: 2480.481689
	Iteration 31Q: 3 clusters Score -468454.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -468463.062500 Penalty: 2480.481689
	Iteration 32Q: 3 clusters Score -468463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468470.468750 Penalty: 2480.481689
	Iteration 33Q: 3 clusters Score -468470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -468472.531250 Penalty: 2480.481689
	Iteration 34Q: 3 clusters Score -468472.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468474.500000 Penalty: 2480.481689
	Iteration 35Q: 3 clusters Score -468474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -468477.031250 Penalty: 2480.481689
	Iteration 36Q: 3 clusters Score -468477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -468480.687500 Penalty: 2480.481689
	Iteration 37Q: 3 clusters Score -468480.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -468484.093750 Penalty: 2480.481689
	Iteration 38Q: 3 clusters Score -468484.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -468489.250000 Penalty: 2480.481689
	Iteration 39Q: 3 clusters Score -468489.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -468495.343750 Penalty: 2480.481689
	Iteration 40F: 3 clusters Score -468495.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -468501.000000 Penalty: 2480.481689
	Iteration 41Q: 3 clusters Score -468501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -468507.093750 Penalty: 2480.481689
	Iteration 42Q: 3 clusters Score -468507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -468511.281250 Penalty: 2480.481689
	Iteration 43Q: 3 clusters Score -468511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468515.312500 Penalty: 2480.481689
	Iteration 44Q: 3 clusters Score -468515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -468518.531250 Penalty: 2480.481689
	Iteration 45Q: 3 clusters Score -468518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -468519.406250 Penalty: 2480.481689
	Iteration 46Q: 3 clusters Score -468519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -468521.593750 Penalty: 2480.481689
	Iteration 47Q: 3 clusters Score -468521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -468524.062500 Penalty: 2480.481689
	Iteration 48Q: 3 clusters Score -468524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468526.156250 Penalty: 2480.481689
	Iteration 49Q: 3 clusters Score -468526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -468528.500000 Penalty: 2480.481689
	Iteration 50Q: 3 clusters Score -468528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -468529.156250 Penalty: 2480.481689
	Iteration 51Q: 3 clusters Score -468529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -468529.156250 Penalty: 2480.481689
	Iteration 52F: 3 clusters Score -468529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -28180.949219 Penalty: 858.790466
	Iteration 0F: 2 clusters Score -28180.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27403.773438 Penalty: 1717.580933
	Iteration 0F: 3 clusters Score -27403.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27516.392578 Penalty: 1717.580933
	Iteration 1F: 3 clusters Score -27516.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27537.091797 Penalty: 1717.580933
	Iteration 2Q: 3 clusters Score -27537.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27561.781250 Penalty: 1717.580933
	Iteration 3Q: 3 clusters Score -27561.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27575.126953 Penalty: 1717.580933
	Iteration 4Q: 3 clusters Score -27575.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27590.378906 Penalty: 1717.580933
	Iteration 5Q: 3 clusters Score -27590.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27598.699219 Penalty: 1717.580933
	Iteration 6Q: 3 clusters Score -27598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27603.343750 Penalty: 1717.580933
	Iteration 7Q: 3 clusters Score -27603.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27607.328125 Penalty: 1717.580933
	Iteration 8Q: 3 clusters Score -27607.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27607.328125 Penalty: 1717.580933
	Iteration 9F: 3 clusters Score -27607.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Entering Unmasked Estep 
Score: -5940465.000000 Penalty: 1618.917114
	Iteration 0F: 2 clusters Score -5940465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5905800.500000 Penalty: 3237.834229
	Iteration 0F: 3 clusters Score -5905800 nChanged 24710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5919504.000000 Penalty: 3237.834229
	Iteration 1F: 3 clusters Score -5919504 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5920237.000000 Penalty: 3237.834229
	Iteration 2Q: 3 clusters Score -5920237 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5921021.000000 Penalty: 3237.834229
	Iteration 3Q: 3 clusters Score -5921021 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5921983.000000 Penalty: 3237.834229
	Iteration 4Q: 3 clusters Score -5921983 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -5923265.000000 Penalty: 3237.834229
	Iteration 5Q: 3 clusters Score -5923265 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5925022.000000 Penalty: 3237.834229
	Iteration 6F: 3 clusters Score -5925022 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5927303.000000 Penalty: 3237.834229
	Iteration 7F: 3 clusters Score -5927303 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5929823.500000 Penalty: 3237.834229
	Iteration 8F: 3 clusters Score -5929824 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -5931860.500000 Penalty: 3237.834229
	Iteration 9F: 3 clusters Score -5931860 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -5933193.500000 Penalty: 3237.834229
	Iteration 10Q: 3 clusters Score -5933194 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5933888.500000 Penalty: 3237.834229
	Iteration 11Q: 3 clusters Score -5933888 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -5934392.000000 Penalty: 3237.834229
	Iteration 12Q: 3 clusters Score -5934392 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5934809.500000 Penalty: 3237.834229
	Iteration 13Q: 3 clusters Score -5934810 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5935169.000000 Penalty: 3237.834229
	Iteration 14Q: 3 clusters Score -5935169 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -5935514.500000 Penalty: 3237.834229
	Iteration 15Q: 3 clusters Score -5935514 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5935877.000000 Penalty: 3237.834229
	Iteration 16Q: 3 clusters Score -5935877 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5936209.000000 Penalty: 3237.834229
	Iteration 17Q: 3 clusters Score -5936209 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -5936455.500000 Penalty: 3237.834229
	Iteration 18Q: 3 clusters Score -5936456 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5936728.500000 Penalty: 3237.834229
	Iteration 19Q: 3 clusters Score -5936728 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5936890.500000 Penalty: 3237.834229
	Iteration 20F: 3 clusters Score -5936890 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5936999.000000 Penalty: 3237.834229
	Iteration 21Q: 3 clusters Score -5936999 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5937178.000000 Penalty: 3237.834229
	Iteration 22Q: 3 clusters Score -5937178 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5937286.500000 Penalty: 3237.834229
	Iteration 23Q: 3 clusters Score -5937286 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5937395.500000 Penalty: 3237.834229
	Iteration 24Q: 3 clusters Score -5937396 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -5937457.500000 Penalty: 3237.834229
	Iteration 25Q: 3 clusters Score -5937458 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5937517.000000 Penalty: 3237.834229
	Iteration 26Q: 3 clusters Score -5937517 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5937568.000000 Penalty: 3237.834229
	Iteration 27Q: 3 clusters Score -5937568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5937623.500000 Penalty: 3237.834229
	Iteration 28Q: 3 clusters Score -5937624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5937635.000000 Penalty: 3237.834229
	Iteration 29Q: 3 clusters Score -5937635 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5937673.000000 Penalty: 3237.834229
	Iteration 30Q: 3 clusters Score -5937673 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5937714.500000 Penalty: 3237.834229
	Iteration 31Q: 3 clusters Score -5937714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5937759.500000 Penalty: 3237.834229
	Iteration 32Q: 3 clusters Score -5937760 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5937765.000000 Penalty: 3237.834229
	Iteration 33Q: 3 clusters Score -5937765 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5937823.500000 Penalty: 3237.834229
	Iteration 34Q: 3 clusters Score -5937824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5937818.500000 Penalty: 3237.834229
	Iteration 35Q: 3 clusters Score -5937818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5937853.500000 Penalty: 3237.834229
	Iteration 36Q: 3 clusters Score -5937854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5937896.000000 Penalty: 3237.834229
	Iteration 37Q: 3 clusters Score -5937896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5937908.000000 Penalty: 3237.834229
	Iteration 38Q: 3 clusters Score -5937908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5937923.500000 Penalty: 3237.834229
	Iteration 39Q: 3 clusters Score -5937924 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5937920.000000 Penalty: 3237.834229
	Iteration 40F: 3 clusters Score -5937920 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5937940.000000 Penalty: 3237.834229
	Iteration 41Q: 3 clusters Score -5937940 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -5937946.000000 Penalty: 3237.834229
	Iteration 42Q: 3 clusters Score -5937946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5937988.500000 Penalty: 3237.834229
	Iteration 43Q: 3 clusters Score -5937988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5938007.000000 Penalty: 3237.834229
	Iteration 44Q: 3 clusters Score -5938007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -5938018.500000 Penalty: 3237.834229
	Iteration 45Q: 3 clusters Score -5938018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5938039.500000 Penalty: 3237.834229
	Iteration 46Q: 3 clusters Score -5938040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5938052.000000 Penalty: 3237.834229
	Iteration 47Q: 3 clusters Score -5938052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5938043.500000 Penalty: 3237.834229
	Iteration 48Q: 3 clusters Score -5938044 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5938042.000000 Penalty: 3237.834229
	Iteration 49Q: 3 clusters Score -5938042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -5938045.500000 Penalty: 3237.834229
	Iteration 50Q: 3 clusters Score -5938046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5938035.500000 Penalty: 3237.834229
	Iteration 51Q: 3 clusters Score -5938036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5938045.000000 Penalty: 3237.834229
	Iteration 52Q: 3 clusters Score -5938045 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -5938053.500000 Penalty: 3237.834229
	Iteration 53Q: 3 clusters Score -5938054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5938078.500000 Penalty: 3237.834229
	Iteration 54Q: 3 clusters Score -5938078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -5938096.000000 Penalty: 3237.834229
	Iteration 55Q: 3 clusters Score -5938096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5938116.000000 Penalty: 3237.834229
	Iteration 56Q: 3 clusters Score -5938116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -5938125.000000 Penalty: 3237.834229
	Iteration 57Q: 3 clusters Score -5938125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5938135.500000 Penalty: 3237.834229
	Iteration 58Q: 3 clusters Score -5938136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5938143.500000 Penalty: 3237.834229
	Iteration 59Q: 3 clusters Score -5938144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -5938166.500000 Penalty: 3237.834229
	Iteration 60F: 3 clusters Score -5938166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5938191.000000 Penalty: 3237.834229
	Iteration 61Q: 3 clusters Score -5938191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5938209.000000 Penalty: 3237.834229
	Iteration 62Q: 3 clusters Score -5938209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5938214.500000 Penalty: 3237.834229
	Iteration 63Q: 3 clusters Score -5938214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5938204.500000 Penalty: 3237.834229
	Iteration 64Q: 3 clusters Score -5938204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5938213.500000 Penalty: 3237.834229
	Iteration 65Q: 3 clusters Score -5938214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5938256.000000 Penalty: 3237.834229
	Iteration 66Q: 3 clusters Score -5938256 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5938282.500000 Penalty: 3237.834229
	Iteration 67Q: 3 clusters Score -5938282 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5938301.000000 Penalty: 3237.834229
	Iteration 68Q: 3 clusters Score -5938301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -5938331.000000 Penalty: 3237.834229
	Iteration 69Q: 3 clusters Score -5938331 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -5938337.000000 Penalty: 3237.834229
	Iteration 70Q: 3 clusters Score -5938337 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5938345.000000 Penalty: 3237.834229
	Iteration 71Q: 3 clusters Score -5938345 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -5938383.500000 Penalty: 3237.834229
	Iteration 72Q: 3 clusters Score -5938384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -5938384.000000 Penalty: 3237.834229
	Iteration 73Q: 3 clusters Score -5938384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5938415.500000 Penalty: 3237.834229
	Iteration 74Q: 3 clusters Score -5938416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5938430.500000 Penalty: 3237.834229
	Iteration 75Q: 3 clusters Score -5938430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -5938430.500000 Penalty: 3237.834229
	Iteration 76Q: 3 clusters Score -5938430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -5938447.000000 Penalty: 3237.834229
	Iteration 77Q: 3 clusters Score -5938447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -5938481.500000 Penalty: 3237.834229
	Iteration 78Q: 3 clusters Score -5938482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5938502.000000 Penalty: 3237.834229
	Iteration 79Q: 3 clusters Score -5938502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -5938511.500000 Penalty: 3237.834229
	Iteration 80F: 3 clusters Score -5938512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -5938521.500000 Penalty: 3237.834229
	Iteration 81Q: 3 clusters Score -5938522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -5938508.500000 Penalty: 3237.834229
	Iteration 82Q: 3 clusters Score -5938508 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -5938560.000000 Penalty: 3237.834229
	Iteration 83Q: 3 clusters Score -5938560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -5938558.500000 Penalty: 3237.834229
	Iteration 84Q: 3 clusters Score -5938558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5938579.000000 Penalty: 3237.834229
	Iteration 85Q: 3 clusters Score -5938579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -5938594.500000 Penalty: 3237.834229
	Iteration 86Q: 3 clusters Score -5938594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5938613.500000 Penalty: 3237.834229
	Iteration 87Q: 3 clusters Score -5938614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -5938631.500000 Penalty: 3237.834229
	Iteration 88Q: 3 clusters Score -5938632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -5938636.000000 Penalty: 3237.834229
	Iteration 89Q: 3 clusters Score -5938636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -5938642.500000 Penalty: 3237.834229
	Iteration 90Q: 3 clusters Score -5938642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -5938641.000000 Penalty: 3237.834229
	Iteration 91Q: 3 clusters Score -5938641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -5938656.000000 Penalty: 3237.834229
	Iteration 92Q: 3 clusters Score -5938656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -5938699.000000 Penalty: 3237.834229
	Iteration 93Q: 3 clusters Score -5938699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -5938733.000000 Penalty: 3237.834229
	Iteration 94Q: 3 clusters Score -5938733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5938742.000000 Penalty: 3237.834229
	Iteration 95Q: 3 clusters Score -5938742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -5938749.500000 Penalty: 3237.834229
	Iteration 96Q: 3 clusters Score -5938750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -5938774.000000 Penalty: 3237.834229
	Iteration 97Q: 3 clusters Score -5938774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -5938781.500000 Penalty: 3237.834229
	Iteration 98Q: 3 clusters Score -5938782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5938779.000000 Penalty: 3237.834229
	Iteration 99Q: 3 clusters Score -5938779 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -5938794.000000 Penalty: 3237.834229
	Iteration 100F: 3 clusters Score -5938794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -5938821.500000 Penalty: 3237.834229
	Iteration 101Q: 3 clusters Score -5938822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5938827.500000 Penalty: 3237.834229
	Iteration 102Q: 3 clusters Score -5938828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -5938845.000000 Penalty: 3237.834229
	Iteration 103Q: 3 clusters Score -5938845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -5938849.000000 Penalty: 3237.834229
	Iteration 104Q: 3 clusters Score -5938849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -5938842.500000 Penalty: 3237.834229
	Iteration 105Q: 3 clusters Score -5938842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -5938843.500000 Penalty: 3237.834229
	Iteration 106Q: 3 clusters Score -5938844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -5938856.000000 Penalty: 3237.834229
	Iteration 107Q: 3 clusters Score -5938856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -5938866.500000 Penalty: 3237.834229
	Iteration 108Q: 3 clusters Score -5938866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -5938889.000000 Penalty: 3237.834229
	Iteration 109Q: 3 clusters Score -5938889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -5938900.500000 Penalty: 3237.834229
	Iteration 110Q: 3 clusters Score -5938900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -5938900.000000 Penalty: 3237.834229
	Iteration 111Q: 3 clusters Score -5938900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -5938925.500000 Penalty: 3237.834229
	Iteration 112Q: 3 clusters Score -5938926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -5938929.500000 Penalty: 3237.834229
	Iteration 113Q: 3 clusters Score -5938930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -5938929.500000 Penalty: 3237.834229
	Iteration 114Q: 3 clusters Score -5938930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -5938934.500000 Penalty: 3237.834229
	Iteration 115Q: 3 clusters Score -5938934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -5938933.000000 Penalty: 3237.834229
	Iteration 116Q: 3 clusters Score -5938933 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -5938963.000000 Penalty: 3237.834229
	Iteration 117Q: 3 clusters Score -5938963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -5938980.000000 Penalty: 3237.834229
	Iteration 118Q: 3 clusters Score -5938980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -5939012.500000 Penalty: 3237.834229
	Iteration 119Q: 3 clusters Score -5939012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -5939047.000000 Penalty: 3237.834229
	Iteration 120F: 3 clusters Score -5939047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -5939060.500000 Penalty: 3237.834229
	Iteration 121Q: 3 clusters Score -5939060 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -5939087.500000 Penalty: 3237.834229
	Iteration 122Q: 3 clusters Score -5939088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -5939119.000000 Penalty: 3237.834229
	Iteration 123Q: 3 clusters Score -5939119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -5939159.000000 Penalty: 3237.834229
	Iteration 124Q: 3 clusters Score -5939159 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -5939182.000000 Penalty: 3237.834229
	Iteration 125Q: 3 clusters Score -5939182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -5939199.500000 Penalty: 3237.834229
	Iteration 126Q: 3 clusters Score -5939200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -5939210.500000 Penalty: 3237.834229
	Iteration 127Q: 3 clusters Score -5939210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -5939220.500000 Penalty: 3237.834229
	Iteration 128Q: 3 clusters Score -5939220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -5939224.000000 Penalty: 3237.834229
	Iteration 129Q: 3 clusters Score -5939224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -5939216.000000 Penalty: 3237.834229
	Iteration 130Q: 3 clusters Score -5939216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -5939218.000000 Penalty: 3237.834229
	Iteration 131Q: 3 clusters Score -5939218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -5939219.500000 Penalty: 3237.834229
	Iteration 132Q: 3 clusters Score -5939220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -5939228.000000 Penalty: 3237.834229
	Iteration 133Q: 3 clusters Score -5939228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -5939237.000000 Penalty: 3237.834229
	Iteration 134Q: 3 clusters Score -5939237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -5939236.500000 Penalty: 3237.834229
	Iteration 135Q: 3 clusters Score -5939236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -5939255.000000 Penalty: 3237.834229
	Iteration 136Q: 3 clusters Score -5939255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5939251.000000 Penalty: 3237.834229
	Iteration 137Q: 3 clusters Score -5939251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -5939270.000000 Penalty: 3237.834229
	Iteration 138Q: 3 clusters Score -5939270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -5939287.500000 Penalty: 3237.834229
	Iteration 139Q: 3 clusters Score -5939288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -5939291.000000 Penalty: 3237.834229
	Iteration 140F: 3 clusters Score -5939291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -5939290.500000 Penalty: 3237.834229
	Iteration 141Q: 3 clusters Score -5939290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -5939303.500000 Penalty: 3237.834229
	Iteration 142Q: 3 clusters Score -5939304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -5939313.500000 Penalty: 3237.834229
	Iteration 143Q: 3 clusters Score -5939314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -5939317.500000 Penalty: 3237.834229
	Iteration 144Q: 3 clusters Score -5939318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -5939322.000000 Penalty: 3237.834229
	Iteration 145Q: 3 clusters Score -5939322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -5939331.000000 Penalty: 3237.834229
	Iteration 146Q: 3 clusters Score -5939331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -5939339.000000 Penalty: 3237.834229
	Iteration 147Q: 3 clusters Score -5939339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -5939350.500000 Penalty: 3237.834229
	Iteration 148Q: 3 clusters Score -5939350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -5939363.000000 Penalty: 3237.834229
	Iteration 149Q: 3 clusters Score -5939363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -5939367.500000 Penalty: 3237.834229
	Iteration 150Q: 3 clusters Score -5939368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -5939398.500000 Penalty: 3237.834229
	Iteration 151Q: 3 clusters Score -5939398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -5939382.500000 Penalty: 3237.834229
	Iteration 152Q: 3 clusters Score -5939382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -5939390.500000 Penalty: 3237.834229
	Iteration 153Q: 3 clusters Score -5939390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -5939405.000000 Penalty: 3237.834229
	Iteration 154Q: 3 clusters Score -5939405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -5939416.500000 Penalty: 3237.834229
	Iteration 155Q: 3 clusters Score -5939416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -5939420.500000 Penalty: 3237.834229
	Iteration 156Q: 3 clusters Score -5939420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -5939432.000000 Penalty: 3237.834229
	Iteration 157Q: 3 clusters Score -5939432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -5939426.000000 Penalty: 3237.834229
	Iteration 158Q: 3 clusters Score -5939426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -5939433.500000 Penalty: 3237.834229
	Iteration 159Q: 3 clusters Score -5939434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -5939434.500000 Penalty: 3237.834229
	Iteration 160F: 3 clusters Score -5939434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -5939430.500000 Penalty: 3237.834229
	Iteration 161Q: 3 clusters Score -5939430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -5939432.500000 Penalty: 3237.834229
	Iteration 162Q: 3 clusters Score -5939432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -5939438.500000 Penalty: 3237.834229
	Iteration 163Q: 3 clusters Score -5939438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -5939439.500000 Penalty: 3237.834229
	Iteration 164Q: 3 clusters Score -5939440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -5939431.000000 Penalty: 3237.834229
	Iteration 165Q: 3 clusters Score -5939431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -5939438.500000 Penalty: 3237.834229
	Iteration 166Q: 3 clusters Score -5939438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -5939431.500000 Penalty: 3237.834229
	Iteration 167Q: 3 clusters Score -5939432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -5939441.000000 Penalty: 3237.834229
	Iteration 168Q: 3 clusters Score -5939441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -5939438.500000 Penalty: 3237.834229
	Iteration 169Q: 3 clusters Score -5939438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -5939439.000000 Penalty: 3237.834229
	Iteration 170Q: 3 clusters Score -5939439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -5939436.000000 Penalty: 3237.834229
	Iteration 171Q: 3 clusters Score -5939436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -5939442.500000 Penalty: 3237.834229
	Iteration 172Q: 3 clusters Score -5939442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -5939442.500000 Penalty: 3237.834229
	Iteration 173F: 3 clusters Score -5939442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -313842.343750 Penalty: 1203.897461
	Iteration 0F: 2 clusters Score -313842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311216.406250 Penalty: 2407.794922
	Iteration 0F: 3 clusters Score -311216.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -312060.593750 Penalty: 2407.794922
	Iteration 1F: 3 clusters Score -312060.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -312330.343750 Penalty: 2407.794922
	Iteration 2F: 3 clusters Score -312330.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -312545.062500 Penalty: 2407.794922
	Iteration 3F: 3 clusters Score -312545.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -312744.437500 Penalty: 2407.794922
	Iteration 4F: 3 clusters Score -312744.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -312901.562500 Penalty: 2407.794922
	Iteration 5Q: 3 clusters Score -312901.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -313016.437500 Penalty: 2407.794922
	Iteration 6Q: 3 clusters Score -313016.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -313134.375000 Penalty: 2407.794922
	Iteration 7Q: 3 clusters Score -313134.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -313209.406250 Penalty: 2407.794922
	Iteration 8Q: 3 clusters Score -313209.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -313263.156250 Penalty: 2407.794922
	Iteration 9Q: 3 clusters Score -313263.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -313318.062500 Penalty: 2407.794922
	Iteration 10Q: 3 clusters Score -313318.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -313356.781250 Penalty: 2407.794922
	Iteration 11Q: 3 clusters Score -313356.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -313390.093750 Penalty: 2407.794922
	Iteration 12Q: 3 clusters Score -313390.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -313412.343750 Penalty: 2407.794922
	Iteration 13Q: 3 clusters Score -313412.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -313436.437500 Penalty: 2407.794922
	Iteration 14Q: 3 clusters Score -313436.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -313457.437500 Penalty: 2407.794922
	Iteration 15Q: 3 clusters Score -313457.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -313478.062500 Penalty: 2407.794922
	Iteration 16Q: 3 clusters Score -313478.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -313491.437500 Penalty: 2407.794922
	Iteration 17Q: 3 clusters Score -313491.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -313498.625000 Penalty: 2407.794922
	Iteration 18Q: 3 clusters Score -313498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -313500.250000 Penalty: 2407.794922
	Iteration 19Q: 3 clusters Score -313500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -313504.781250 Penalty: 2407.794922
	Iteration 20F: 3 clusters Score -313504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -313510.000000 Penalty: 2407.794922
	Iteration 21Q: 3 clusters Score -313510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -313516.437500 Penalty: 2407.794922
	Iteration 22Q: 3 clusters Score -313516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -313518.656250 Penalty: 2407.794922
	Iteration 23Q: 3 clusters Score -313518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -313520.875000 Penalty: 2407.794922
	Iteration 24Q: 3 clusters Score -313520.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -313526.125000 Penalty: 2407.794922
	Iteration 25Q: 3 clusters Score -313526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -313529.812500 Penalty: 2407.794922
	Iteration 26Q: 3 clusters Score -313529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -313535.218750 Penalty: 2407.794922
	Iteration 27Q: 3 clusters Score -313535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -313538.031250 Penalty: 2407.794922
	Iteration 28Q: 3 clusters Score -313538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -313540.625000 Penalty: 2407.794922
	Iteration 29Q: 3 clusters Score -313540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -313543.406250 Penalty: 2407.794922
	Iteration 30Q: 3 clusters Score -313543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -313547.218750 Penalty: 2407.794922
	Iteration 31Q: 3 clusters Score -313547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -313548.906250 Penalty: 2407.794922
	Iteration 32Q: 3 clusters Score -313548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -313549.906250 Penalty: 2407.794922
	Iteration 33Q: 3 clusters Score -313549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -313552.187500 Penalty: 2407.794922
	Iteration 34Q: 3 clusters Score -313552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -313553.781250 Penalty: 2407.794922
	Iteration 35Q: 3 clusters Score -313553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -313555.875000 Penalty: 2407.794922
	Iteration 36Q: 3 clusters Score -313555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -313559.281250 Penalty: 2407.794922
	Iteration 37Q: 3 clusters Score -313559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -313563.031250 Penalty: 2407.794922
	Iteration 38Q: 3 clusters Score -313563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -313564.156250 Penalty: 2407.794922
	Iteration 39Q: 3 clusters Score -313564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -313565.125000 Penalty: 2407.794922
	Iteration 40F: 3 clusters Score -313565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -313566.781250 Penalty: 2407.794922
	Iteration 41Q: 3 clusters Score -313566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -313568.562500 Penalty: 2407.794922
	Iteration 42Q: 3 clusters Score -313568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -313571.562500 Penalty: 2407.794922
	Iteration 43Q: 3 clusters Score -313571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -313576.312500 Penalty: 2407.794922
	Iteration 44Q: 3 clusters Score -313576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -313581.437500 Penalty: 2407.794922
	Iteration 45Q: 3 clusters Score -313581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -313586.875000 Penalty: 2407.794922
	Iteration 46Q: 3 clusters Score -313586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -313592.312500 Penalty: 2407.794922
	Iteration 47Q: 3 clusters Score -313592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -313599.781250 Penalty: 2407.794922
	Iteration 48Q: 3 clusters Score -313599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -313602.875000 Penalty: 2407.794922
	Iteration 49Q: 3 clusters Score -313602.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -313606.781250 Penalty: 2407.794922
	Iteration 50Q: 3 clusters Score -313606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -313609.312500 Penalty: 2407.794922
	Iteration 51Q: 3 clusters Score -313609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -313610.343750 Penalty: 2407.794922
	Iteration 52Q: 3 clusters Score -313610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -313610.625000 Penalty: 2407.794922
	Iteration 53Q: 3 clusters Score -313610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -313610.625000 Penalty: 2407.794922
	Iteration 54F: 3 clusters Score -313610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -312428.656250 Penalty: 1184.911011
	Iteration 0F: 2 clusters Score -312428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -310021.531250 Penalty: 2369.822021
	Iteration 0F: 3 clusters Score -310021.5 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -310626.593750 Penalty: 2369.822021
	Iteration 1F: 3 clusters Score -310626.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -310766.531250 Penalty: 2369.822021
	Iteration 2F: 3 clusters Score -310766.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -310855.187500 Penalty: 2369.822021
	Iteration 3Q: 3 clusters Score -310855.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -310920.750000 Penalty: 2369.822021
	Iteration 4Q: 3 clusters Score -310920.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -310983.968750 Penalty: 2369.822021
	Iteration 5Q: 3 clusters Score -310984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -311033.281250 Penalty: 2369.822021
	Iteration 6Q: 3 clusters Score -311033.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311067.375000 Penalty: 2369.822021
	Iteration 7Q: 3 clusters Score -311067.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -311098.250000 Penalty: 2369.822021
	Iteration 8Q: 3 clusters Score -311098.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -311126.687500 Penalty: 2369.822021
	Iteration 9Q: 3 clusters Score -311126.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -311164.031250 Penalty: 2369.822021
	Iteration 10Q: 3 clusters Score -311164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -311211.812500 Penalty: 2369.822021
	Iteration 11Q: 3 clusters Score -311211.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311243.062500 Penalty: 2369.822021
	Iteration 12Q: 3 clusters Score -311243.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -311272.218750 Penalty: 2369.822021
	Iteration 13Q: 3 clusters Score -311272.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -311297.250000 Penalty: 2369.822021
	Iteration 14Q: 3 clusters Score -311297.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -311329.250000 Penalty: 2369.822021
	Iteration 15Q: 3 clusters Score -311329.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -311361.437500 Penalty: 2369.822021
	Iteration 16Q: 3 clusters Score -311361.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -311384.125000 Penalty: 2369.822021
	Iteration 17Q: 3 clusters Score -311384.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -311406.218750 Penalty: 2369.822021
	Iteration 18Q: 3 clusters Score -311406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -311426.781250 Penalty: 2369.822021
	Iteration 19Q: 3 clusters Score -311426.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -311438.937500 Penalty: 2369.822021
	Iteration 20F: 3 clusters Score -311438.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -311443.406250 Penalty: 2369.822021
	Iteration 21Q: 3 clusters Score -311443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -311448.187500 Penalty: 2369.822021
	Iteration 22Q: 3 clusters Score -311448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -311452.468750 Penalty: 2369.822021
	Iteration 23Q: 3 clusters Score -311452.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -311456.875000 Penalty: 2369.822021
	Iteration 24Q: 3 clusters Score -311456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311458.750000 Penalty: 2369.822021
	Iteration 25Q: 3 clusters Score -311458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -311461.468750 Penalty: 2369.822021
	Iteration 26Q: 3 clusters Score -311461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -311464.500000 Penalty: 2369.822021
	Iteration 27Q: 3 clusters Score -311464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311466.812500 Penalty: 2369.822021
	Iteration 28Q: 3 clusters Score -311466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -311472.468750 Penalty: 2369.822021
	Iteration 29Q: 3 clusters Score -311472.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -311477.812500 Penalty: 2369.822021
	Iteration 30Q: 3 clusters Score -311477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -311486.562500 Penalty: 2369.822021
	Iteration 31Q: 3 clusters Score -311486.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -311497.531250 Penalty: 2369.822021
	Iteration 32Q: 3 clusters Score -311497.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -311507.343750 Penalty: 2369.822021
	Iteration 33Q: 3 clusters Score -311507.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311512.531250 Penalty: 2369.822021
	Iteration 34Q: 3 clusters Score -311512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -311516.093750 Penalty: 2369.822021
	Iteration 35Q: 3 clusters Score -311516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -311518.625000 Penalty: 2369.822021
	Iteration 36Q: 3 clusters Score -311518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311519.843750 Penalty: 2369.822021
	Iteration 37Q: 3 clusters Score -311519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -311521.531250 Penalty: 2369.822021
	Iteration 38Q: 3 clusters Score -311521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -311524.031250 Penalty: 2369.822021
	Iteration 39Q: 3 clusters Score -311524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -311527.468750 Penalty: 2369.822021
	Iteration 40F: 3 clusters Score -311527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -311531.656250 Penalty: 2369.822021
	Iteration 41Q: 3 clusters Score -311531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -311533.875000 Penalty: 2369.822021
	Iteration 42Q: 3 clusters Score -311533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311536.437500 Penalty: 2369.822021
	Iteration 43Q: 3 clusters Score -311536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311536.937500 Penalty: 2369.822021
	Iteration 44Q: 3 clusters Score -311536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311537.406250 Penalty: 2369.822021
	Iteration 45Q: 3 clusters Score -311537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -311538.687500 Penalty: 2369.822021
	Iteration 46Q: 3 clusters Score -311538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -311538.687500 Penalty: 2369.822021
	Iteration 47F: 3 clusters Score -311538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Entering Unmasked Estep 
Score: -7396736.500000 Penalty: 1644.577759
	Iteration 0F: 2 clusters Score -7396736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7355979.500000 Penalty: 3289.155518
	Iteration 0F: 3 clusters Score -7355980 nChanged 29220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -7372501.000000 Penalty: 3289.155518
	Iteration 1F: 3 clusters Score -7372501 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -7373209.500000 Penalty: 3289.155518
	Iteration 2Q: 3 clusters Score -7373210 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7374144.000000 Penalty: 3289.155518
	Iteration 3Q: 3 clusters Score -7374144 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -7375339.000000 Penalty: 3289.155518
	Iteration 4Q: 3 clusters Score -7375339 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -7377314.500000 Penalty: 3289.155518
	Iteration 5F: 3 clusters Score -7377314 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -7380450.000000 Penalty: 3289.155518
	Iteration 6F: 3 clusters Score -7380450 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -7384893.000000 Penalty: 3289.155518
	Iteration 7F: 3 clusters Score -7384893 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -7389642.000000 Penalty: 3289.155518
	Iteration 8F: 3 clusters Score -7389642 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7393376.500000 Penalty: 3289.155518
	Iteration 9Q: 3 clusters Score -7393376 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -7394651.000000 Penalty: 3289.155518
	Iteration 10Q: 3 clusters Score -7394651 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -7395335.500000 Penalty: 3289.155518
	Iteration 11Q: 3 clusters Score -7395336 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -7395734.500000 Penalty: 3289.155518
	Iteration 12Q: 3 clusters Score -7395734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -7395976.500000 Penalty: 3289.155518
	Iteration 13Q: 3 clusters Score -7395976 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -7396183.000000 Penalty: 3289.155518
	Iteration 14Q: 3 clusters Score -7396183 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -7396341.500000 Penalty: 3289.155518
	Iteration 15Q: 3 clusters Score -7396342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -7396483.000000 Penalty: 3289.155518
	Iteration 16Q: 3 clusters Score -7396483 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -7396590.500000 Penalty: 3289.155518
	Iteration 17Q: 3 clusters Score -7396590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -7396738.500000 Penalty: 3289.155518
	Iteration 18Q: 3 clusters Score -7396738 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7396823.500000 Penalty: 3289.155518
	Iteration 19Q: 3 clusters Score -7396824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -7396884.500000 Penalty: 3289.155518
	Iteration 20F: 3 clusters Score -7396884 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -7396956.000000 Penalty: 3289.155518
	Iteration 21Q: 3 clusters Score -7396956 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7397053.500000 Penalty: 3289.155518
	Iteration 22Q: 3 clusters Score -7397054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7397143.500000 Penalty: 3289.155518
	Iteration 23Q: 3 clusters Score -7397144 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -7397175.500000 Penalty: 3289.155518
	Iteration 24Q: 3 clusters Score -7397176 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -7397237.000000 Penalty: 3289.155518
	Iteration 25Q: 3 clusters Score -7397237 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -7397312.500000 Penalty: 3289.155518
	Iteration 26Q: 3 clusters Score -7397312 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -7397354.500000 Penalty: 3289.155518
	Iteration 27Q: 3 clusters Score -7397354 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -7397398.000000 Penalty: 3289.155518
	Iteration 28Q: 3 clusters Score -7397398 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -7397486.000000 Penalty: 3289.155518
	Iteration 29Q: 3 clusters Score -7397486 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7397557.500000 Penalty: 3289.155518
	Iteration 30Q: 3 clusters Score -7397558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -7397601.500000 Penalty: 3289.155518
	Iteration 31Q: 3 clusters Score -7397602 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -7397681.500000 Penalty: 3289.155518
	Iteration 32Q: 3 clusters Score -7397682 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -7397756.000000 Penalty: 3289.155518
	Iteration 33Q: 3 clusters Score -7397756 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -7397863.500000 Penalty: 3289.155518
	Iteration 34Q: 3 clusters Score -7397864 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -7397960.500000 Penalty: 3289.155518
	Iteration 35Q: 3 clusters Score -7397960 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -7398109.500000 Penalty: 3289.155518
	Iteration 36Q: 3 clusters Score -7398110 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7398225.500000 Penalty: 3289.155518
	Iteration 37Q: 3 clusters Score -7398226 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -7398368.000000 Penalty: 3289.155518
	Iteration 38Q: 3 clusters Score -7398368 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -7398551.500000 Penalty: 3289.155518
	Iteration 39Q: 3 clusters Score -7398552 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -7398808.500000 Penalty: 3289.155518
	Iteration 40F: 3 clusters Score -7398808 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -7399097.500000 Penalty: 3289.155518
	Iteration 41Q: 3 clusters Score -7399098 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -7399460.000000 Penalty: 3289.155518
	Iteration 42Q: 3 clusters Score -7399460 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -7399977.500000 Penalty: 3289.155518
	Iteration 43Q: 3 clusters Score -7399978 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -7400684.000000 Penalty: 3289.155518
	Iteration 44Q: 3 clusters Score -7400684 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7401559.500000 Penalty: 3289.155518
	Iteration 45Q: 3 clusters Score -7401560 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -7402710.500000 Penalty: 3289.155518
	Iteration 46Q: 3 clusters Score -7402710 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7404166.000000 Penalty: 3289.155518
	Iteration 47Q: 3 clusters Score -7404166 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -7405890.500000 Penalty: 3289.155518
	Iteration 48Q: 3 clusters Score -7405890 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -7408020.500000 Penalty: 3289.155518
	Iteration 49Q: 3 clusters Score -7408020 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7410085.000000 Penalty: 3289.155518
	Iteration 50Q: 3 clusters Score -7410085 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7411465.500000 Penalty: 3289.155518
	Iteration 51Q: 3 clusters Score -7411466 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -7412342.500000 Penalty: 3289.155518
	Iteration 52Q: 3 clusters Score -7412342 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -7412901.000000 Penalty: 3289.155518
	Iteration 53Q: 3 clusters Score -7412901 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -7413402.000000 Penalty: 3289.155518
	Iteration 54Q: 3 clusters Score -7413402 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7413718.000000 Penalty: 3289.155518
	Iteration 55Q: 3 clusters Score -7413718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -7414071.000000 Penalty: 3289.155518
	Iteration 56Q: 3 clusters Score -7414071 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -7414318.500000 Penalty: 3289.155518
	Iteration 57Q: 3 clusters Score -7414318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -7414617.000000 Penalty: 3289.155518
	Iteration 58Q: 3 clusters Score -7414617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -7414757.000000 Penalty: 3289.155518
	Iteration 59Q: 3 clusters Score -7414757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -7418871.500000 Penalty: 3289.155518
	Iteration 60F: 3 clusters Score -7418872 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -7428668.000000 Penalty: 3289.155518
	Iteration 61Q: 3 clusters Score -7428668 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -7429913.500000 Penalty: 3289.155518
	Iteration 62Q: 3 clusters Score -7429914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -7429950.500000 Penalty: 3289.155518
	Iteration 63Q: 3 clusters Score -7429950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -7429951.000000 Penalty: 3289.155518
	Iteration 64Q: 3 clusters Score -7429951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -7429948.000000 Penalty: 3289.155518
	Iteration 65Q: 3 clusters Score -7429948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -7429948.000000 Penalty: 3289.155518
	Iteration 66F: 3 clusters Score -7429948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 36138 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 26949 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86025 members 
Mstep: Class 65 contains 297 members 
Entering Unmasked Estep 
Score: -111119152.000000 Penalty: 133660.218750
Splitting cluster 29 changes total score from -111086784.000000 to -111119152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (9855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Entering Unmasked Estep 
Score: -1159753.750000 Penalty: 1368.325195
	Iteration 0F: 2 clusters Score -1159754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1153013.875000 Penalty: 2736.650391
	Iteration 0F: 3 clusters Score -1153014 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1155187.000000 Penalty: 2736.650391
	Iteration 1F: 3 clusters Score -1155187 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1155477.750000 Penalty: 2736.650391
	Iteration 2F: 3 clusters Score -1155478 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1155678.750000 Penalty: 2736.650391
	Iteration 3Q: 3 clusters Score -1155679 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1155826.000000 Penalty: 2736.650391
	Iteration 4Q: 3 clusters Score -1155826 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1155981.250000 Penalty: 2736.650391
	Iteration 5Q: 3 clusters Score -1155981 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1156134.500000 Penalty: 2736.650391
	Iteration 6Q: 3 clusters Score -1156134 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1156308.000000 Penalty: 2736.650391
	Iteration 7Q: 3 clusters Score -1156308 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1156533.500000 Penalty: 2736.650391
	Iteration 8Q: 3 clusters Score -1156534 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1156806.125000 Penalty: 2736.650391
	Iteration 9Q: 3 clusters Score -1156806 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1157118.125000 Penalty: 2736.650391
	Iteration 10Q: 3 clusters Score -1157118 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1157448.875000 Penalty: 2736.650391
	Iteration 11Q: 3 clusters Score -1157449 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1157730.000000 Penalty: 2736.650391
	Iteration 12Q: 3 clusters Score -1157730 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1157990.500000 Penalty: 2736.650391
	Iteration 13Q: 3 clusters Score -1157990 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1158194.125000 Penalty: 2736.650391
	Iteration 14Q: 3 clusters Score -1158194 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1158331.000000 Penalty: 2736.650391
	Iteration 15Q: 3 clusters Score -1158331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1158420.375000 Penalty: 2736.650391
	Iteration 16Q: 3 clusters Score -1158420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1158490.250000 Penalty: 2736.650391
	Iteration 17Q: 3 clusters Score -1158490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1158533.000000 Penalty: 2736.650391
	Iteration 18Q: 3 clusters Score -1158533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1158561.000000 Penalty: 2736.650391
	Iteration 19Q: 3 clusters Score -1158561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1158579.250000 Penalty: 2736.650391
	Iteration 20F: 3 clusters Score -1158579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1158597.250000 Penalty: 2736.650391
	Iteration 21Q: 3 clusters Score -1158597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1158612.250000 Penalty: 2736.650391
	Iteration 22Q: 3 clusters Score -1158612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1158622.375000 Penalty: 2736.650391
	Iteration 23Q: 3 clusters Score -1158622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1158628.250000 Penalty: 2736.650391
	Iteration 24Q: 3 clusters Score -1158628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1158631.625000 Penalty: 2736.650391
	Iteration 25Q: 3 clusters Score -1158632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1158631.000000 Penalty: 2736.650391
	Iteration 26Q: 3 clusters Score -1158631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1158634.750000 Penalty: 2736.650391
	Iteration 27Q: 3 clusters Score -1158635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1158638.875000 Penalty: 2736.650391
	Iteration 28Q: 3 clusters Score -1158639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1158646.000000 Penalty: 2736.650391
	Iteration 29Q: 3 clusters Score -1158646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1158649.500000 Penalty: 2736.650391
	Iteration 30Q: 3 clusters Score -1158650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1158652.500000 Penalty: 2736.650391
	Iteration 31Q: 3 clusters Score -1158652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1158656.875000 Penalty: 2736.650391
	Iteration 32Q: 3 clusters Score -1158657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1158663.250000 Penalty: 2736.650391
	Iteration 33Q: 3 clusters Score -1158663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1158663.750000 Penalty: 2736.650391
	Iteration 34Q: 3 clusters Score -1158664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1158663.750000 Penalty: 2736.650391
	Iteration 35F: 3 clusters Score -1158664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Entering Unmasked Estep 
Score: -7268599.000000 Penalty: 1646.114746
	Iteration 0F: 2 clusters Score -7268599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -7227067.000000 Penalty: 3292.229492
	Iteration 0F: 3 clusters Score -7227067 nChanged 29705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -7244258.500000 Penalty: 3292.229492
	Iteration 1F: 3 clusters Score -7244258 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7245127.500000 Penalty: 3292.229492
	Iteration 2Q: 3 clusters Score -7245128 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -7246331.500000 Penalty: 3292.229492
	Iteration 3Q: 3 clusters Score -7246332 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7247967.500000 Penalty: 3292.229492
	Iteration 4F: 3 clusters Score -7247968 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -7250362.000000 Penalty: 3292.229492
	Iteration 5F: 3 clusters Score -7250362 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -7253304.000000 Penalty: 3292.229492
	Iteration 6F: 3 clusters Score -7253304 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -7256699.500000 Penalty: 3292.229492
	Iteration 7F: 3 clusters Score -7256700 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -7260070.500000 Penalty: 3292.229492
	Iteration 8F: 3 clusters Score -7260070 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -7262844.500000 Penalty: 3292.229492
	Iteration 9F: 3 clusters Score -7262844 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7264728.000000 Penalty: 3292.229492
	Iteration 10Q: 3 clusters Score -7264728 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -7265936.500000 Penalty: 3292.229492
	Iteration 11Q: 3 clusters Score -7265936 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -7266602.000000 Penalty: 3292.229492
	Iteration 12Q: 3 clusters Score -7266602 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7266989.000000 Penalty: 3292.229492
	Iteration 13Q: 3 clusters Score -7266989 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7267272.000000 Penalty: 3292.229492
	Iteration 14Q: 3 clusters Score -7267272 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7267461.000000 Penalty: 3292.229492
	Iteration 15Q: 3 clusters Score -7267461 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7267649.000000 Penalty: 3292.229492
	Iteration 16Q: 3 clusters Score -7267649 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7267797.000000 Penalty: 3292.229492
	Iteration 17Q: 3 clusters Score -7267797 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7267894.000000 Penalty: 3292.229492
	Iteration 18Q: 3 clusters Score -7267894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7267954.000000 Penalty: 3292.229492
	Iteration 19Q: 3 clusters Score -7267954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7268014.500000 Penalty: 3292.229492
	Iteration 20F: 3 clusters Score -7268014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7268037.500000 Penalty: 3292.229492
	Iteration 21Q: 3 clusters Score -7268038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7268070.500000 Penalty: 3292.229492
	Iteration 22Q: 3 clusters Score -7268070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7268085.000000 Penalty: 3292.229492
	Iteration 23Q: 3 clusters Score -7268085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7268088.000000 Penalty: 3292.229492
	Iteration 24Q: 3 clusters Score -7268088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7268086.500000 Penalty: 3292.229492
	Iteration 25Q: 3 clusters Score -7268086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7268106.000000 Penalty: 3292.229492
	Iteration 26Q: 3 clusters Score -7268106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7268127.500000 Penalty: 3292.229492
	Iteration 27Q: 3 clusters Score -7268128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7268123.000000 Penalty: 3292.229492
	Iteration 28Q: 3 clusters Score -7268123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7268131.500000 Penalty: 3292.229492
	Iteration 29Q: 3 clusters Score -7268132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7268137.000000 Penalty: 3292.229492
	Iteration 30Q: 3 clusters Score -7268137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7268130.500000 Penalty: 3292.229492
	Iteration 31Q: 3 clusters Score -7268130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7268148.000000 Penalty: 3292.229492
	Iteration 32Q: 3 clusters Score -7268148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7268156.000000 Penalty: 3292.229492
	Iteration 33Q: 3 clusters Score -7268156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7268149.000000 Penalty: 3292.229492
	Iteration 34Q: 3 clusters Score -7268149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7268157.000000 Penalty: 3292.229492
	Iteration 35Q: 3 clusters Score -7268157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7268157.500000 Penalty: 3292.229492
	Iteration 36Q: 3 clusters Score -7268158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7268160.000000 Penalty: 3292.229492
	Iteration 37Q: 3 clusters Score -7268160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7268152.000000 Penalty: 3292.229492
	Iteration 38Q: 3 clusters Score -7268152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7268153.000000 Penalty: 3292.229492
	Iteration 39Q: 3 clusters Score -7268153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7268159.000000 Penalty: 3292.229492
	Iteration 40F: 3 clusters Score -7268159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7268161.000000 Penalty: 3292.229492
	Iteration 41Q: 3 clusters Score -7268161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7268160.500000 Penalty: 3292.229492
	Iteration 42Q: 3 clusters Score -7268160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7268163.500000 Penalty: 3292.229492
	Iteration 43Q: 3 clusters Score -7268164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7268166.000000 Penalty: 3292.229492
	Iteration 44Q: 3 clusters Score -7268166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7268169.000000 Penalty: 3292.229492
	Iteration 45Q: 3 clusters Score -7268169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7268166.500000 Penalty: 3292.229492
	Iteration 46Q: 3 clusters Score -7268166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7268159.500000 Penalty: 3292.229492
	Iteration 47Q: 3 clusters Score -7268160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7268171.000000 Penalty: 3292.229492
	Iteration 48Q: 3 clusters Score -7268171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7268176.500000 Penalty: 3292.229492
	Iteration 49Q: 3 clusters Score -7268176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7268176.000000 Penalty: 3292.229492
	Iteration 50Q: 3 clusters Score -7268176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7268172.000000 Penalty: 3292.229492
	Iteration 51Q: 3 clusters Score -7268172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7268177.500000 Penalty: 3292.229492
	Iteration 52Q: 3 clusters Score -7268178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7268180.500000 Penalty: 3292.229492
	Iteration 53Q: 3 clusters Score -7268180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7268185.000000 Penalty: 3292.229492
	Iteration 54Q: 3 clusters Score -7268185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7268176.500000 Penalty: 3292.229492
	Iteration 55Q: 3 clusters Score -7268176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7268176.500000 Penalty: 3292.229492
	Iteration 56F: 3 clusters Score -7268176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -557392.312500 Penalty: 1271.467529
	Iteration 0F: 2 clusters Score -557392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -553616.125000 Penalty: 2542.935059
	Iteration 0F: 3 clusters Score -553616.1 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -554723.500000 Penalty: 2542.935059
	Iteration 1F: 3 clusters Score -554723.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -554994.687500 Penalty: 2542.935059
	Iteration 2F: 3 clusters Score -554994.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -555172.187500 Penalty: 2542.935059
	Iteration 3F: 3 clusters Score -555172.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -555298.250000 Penalty: 2542.935059
	Iteration 4Q: 3 clusters Score -555298.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -555384.500000 Penalty: 2542.935059
	Iteration 5Q: 3 clusters Score -555384.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -555458.875000 Penalty: 2542.935059
	Iteration 6Q: 3 clusters Score -555458.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -555528.375000 Penalty: 2542.935059
	Iteration 7Q: 3 clusters Score -555528.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -555585.125000 Penalty: 2542.935059
	Iteration 8Q: 3 clusters Score -555585.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -555632.000000 Penalty: 2542.935059
	Iteration 9Q: 3 clusters Score -555632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -555672.625000 Penalty: 2542.935059
	Iteration 10Q: 3 clusters Score -555672.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -555707.750000 Penalty: 2542.935059
	Iteration 11Q: 3 clusters Score -555707.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -555749.875000 Penalty: 2542.935059
	Iteration 12Q: 3 clusters Score -555749.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -555796.812500 Penalty: 2542.935059
	Iteration 13Q: 3 clusters Score -555796.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -555837.125000 Penalty: 2542.935059
	Iteration 14Q: 3 clusters Score -555837.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -555861.937500 Penalty: 2542.935059
	Iteration 15Q: 3 clusters Score -555861.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -555883.687500 Penalty: 2542.935059
	Iteration 16Q: 3 clusters Score -555883.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -555906.125000 Penalty: 2542.935059
	Iteration 17Q: 3 clusters Score -555906.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -555925.937500 Penalty: 2542.935059
	Iteration 18Q: 3 clusters Score -555925.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -555944.875000 Penalty: 2542.935059
	Iteration 19Q: 3 clusters Score -555944.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -555966.125000 Penalty: 2542.935059
	Iteration 20F: 3 clusters Score -555966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -555976.937500 Penalty: 2542.935059
	Iteration 21Q: 3 clusters Score -555976.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -555984.937500 Penalty: 2542.935059
	Iteration 22Q: 3 clusters Score -555984.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -555994.250000 Penalty: 2542.935059
	Iteration 23Q: 3 clusters Score -555994.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -556003.187500 Penalty: 2542.935059
	Iteration 24Q: 3 clusters Score -556003.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -556010.375000 Penalty: 2542.935059
	Iteration 25Q: 3 clusters Score -556010.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -556019.750000 Penalty: 2542.935059
	Iteration 26Q: 3 clusters Score -556019.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -556027.000000 Penalty: 2542.935059
	Iteration 27Q: 3 clusters Score -556027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -556036.062500 Penalty: 2542.935059
	Iteration 28Q: 3 clusters Score -556036.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -556044.875000 Penalty: 2542.935059
	Iteration 29Q: 3 clusters Score -556044.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -556051.812500 Penalty: 2542.935059
	Iteration 30Q: 3 clusters Score -556051.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -556060.187500 Penalty: 2542.935059
	Iteration 31Q: 3 clusters Score -556060.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -556069.125000 Penalty: 2542.935059
	Iteration 32Q: 3 clusters Score -556069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -556075.125000 Penalty: 2542.935059
	Iteration 33Q: 3 clusters Score -556075.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -556083.187500 Penalty: 2542.935059
	Iteration 34Q: 3 clusters Score -556083.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -556088.375000 Penalty: 2542.935059
	Iteration 35Q: 3 clusters Score -556088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -556090.625000 Penalty: 2542.935059
	Iteration 36Q: 3 clusters Score -556090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -556095.375000 Penalty: 2542.935059
	Iteration 37Q: 3 clusters Score -556095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -556098.312500 Penalty: 2542.935059
	Iteration 38Q: 3 clusters Score -556098.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -556103.312500 Penalty: 2542.935059
	Iteration 39Q: 3 clusters Score -556103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -556106.562500 Penalty: 2542.935059
	Iteration 40F: 3 clusters Score -556106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -556110.625000 Penalty: 2542.935059
	Iteration 41Q: 3 clusters Score -556110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -556117.062500 Penalty: 2542.935059
	Iteration 42Q: 3 clusters Score -556117.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -556123.500000 Penalty: 2542.935059
	Iteration 43Q: 3 clusters Score -556123.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -556129.437500 Penalty: 2542.935059
	Iteration 44Q: 3 clusters Score -556129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -556134.062500 Penalty: 2542.935059
	Iteration 45Q: 3 clusters Score -556134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -556137.625000 Penalty: 2542.935059
	Iteration 46Q: 3 clusters Score -556137.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -556141.562500 Penalty: 2542.935059
	Iteration 47Q: 3 clusters Score -556141.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -556146.750000 Penalty: 2542.935059
	Iteration 48Q: 3 clusters Score -556146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -556148.437500 Penalty: 2542.935059
	Iteration 49Q: 3 clusters Score -556148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -556151.187500 Penalty: 2542.935059
	Iteration 50Q: 3 clusters Score -556151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -556152.562500 Penalty: 2542.935059
	Iteration 51Q: 3 clusters Score -556152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -556155.187500 Penalty: 2542.935059
	Iteration 52Q: 3 clusters Score -556155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -556159.187500 Penalty: 2542.935059
	Iteration 53Q: 3 clusters Score -556159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -556160.500000 Penalty: 2542.935059
	Iteration 54Q: 3 clusters Score -556160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -556159.812500 Penalty: 2542.935059
	Iteration 55Q: 3 clusters Score -556159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -556162.500000 Penalty: 2542.935059
	Iteration 56Q: 3 clusters Score -556162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -556162.750000 Penalty: 2542.935059
	Iteration 57Q: 3 clusters Score -556162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -556163.750000 Penalty: 2542.935059
	Iteration 58Q: 3 clusters Score -556163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -556165.750000 Penalty: 2542.935059
	Iteration 59Q: 3 clusters Score -556165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -556166.125000 Penalty: 2542.935059
	Iteration 60F: 3 clusters Score -556166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -556167.250000 Penalty: 2542.935059
	Iteration 61Q: 3 clusters Score -556167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -556169.812500 Penalty: 2542.935059
	Iteration 62Q: 3 clusters Score -556169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -556173.375000 Penalty: 2542.935059
	Iteration 63Q: 3 clusters Score -556173.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -556177.437500 Penalty: 2542.935059
	Iteration 64Q: 3 clusters Score -556177.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -556179.812500 Penalty: 2542.935059
	Iteration 65Q: 3 clusters Score -556179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -556182.812500 Penalty: 2542.935059
	Iteration 66Q: 3 clusters Score -556182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -556185.312500 Penalty: 2542.935059
	Iteration 67Q: 3 clusters Score -556185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -556187.562500 Penalty: 2542.935059
	Iteration 68Q: 3 clusters Score -556187.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -556192.812500 Penalty: 2542.935059
	Iteration 69Q: 3 clusters Score -556192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -556197.875000 Penalty: 2542.935059
	Iteration 70Q: 3 clusters Score -556197.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -556199.437500 Penalty: 2542.935059
	Iteration 71Q: 3 clusters Score -556199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -556202.750000 Penalty: 2542.935059
	Iteration 72Q: 3 clusters Score -556202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -556204.625000 Penalty: 2542.935059
	Iteration 73Q: 3 clusters Score -556204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -556207.312500 Penalty: 2542.935059
	Iteration 74Q: 3 clusters Score -556207.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -556212.687500 Penalty: 2542.935059
	Iteration 75Q: 3 clusters Score -556212.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -556220.062500 Penalty: 2542.935059
	Iteration 76Q: 3 clusters Score -556220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -556223.875000 Penalty: 2542.935059
	Iteration 77Q: 3 clusters Score -556223.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -556227.937500 Penalty: 2542.935059
	Iteration 78Q: 3 clusters Score -556227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -556231.062500 Penalty: 2542.935059
	Iteration 79Q: 3 clusters Score -556231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -556234.812500 Penalty: 2542.935059
	Iteration 80F: 3 clusters Score -556234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -556238.250000 Penalty: 2542.935059
	Iteration 81Q: 3 clusters Score -556238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -556238.437500 Penalty: 2542.935059
	Iteration 82Q: 3 clusters Score -556238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -556240.250000 Penalty: 2542.935059
	Iteration 83Q: 3 clusters Score -556240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -556242.562500 Penalty: 2542.935059
	Iteration 84Q: 3 clusters Score -556242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -556243.500000 Penalty: 2542.935059
	Iteration 85Q: 3 clusters Score -556243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -556243.250000 Penalty: 2542.935059
	Iteration 86Q: 3 clusters Score -556243.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -556245.250000 Penalty: 2542.935059
	Iteration 87Q: 3 clusters Score -556245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -556245.875000 Penalty: 2542.935059
	Iteration 88Q: 3 clusters Score -556245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -556247.687500 Penalty: 2542.935059
	Iteration 89Q: 3 clusters Score -556247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -556250.500000 Penalty: 2542.935059
	Iteration 90Q: 3 clusters Score -556250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -556253.625000 Penalty: 2542.935059
	Iteration 91Q: 3 clusters Score -556253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -556256.812500 Penalty: 2542.935059
	Iteration 92Q: 3 clusters Score -556256.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -556261.437500 Penalty: 2542.935059
	Iteration 93Q: 3 clusters Score -556261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -556265.125000 Penalty: 2542.935059
	Iteration 94Q: 3 clusters Score -556265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -556267.937500 Penalty: 2542.935059
	Iteration 95Q: 3 clusters Score -556267.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -556270.250000 Penalty: 2542.935059
	Iteration 96Q: 3 clusters Score -556270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -556273.625000 Penalty: 2542.935059
	Iteration 97Q: 3 clusters Score -556273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -556278.062500 Penalty: 2542.935059
	Iteration 98Q: 3 clusters Score -556278.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -556285.375000 Penalty: 2542.935059
	Iteration 99Q: 3 clusters Score -556285.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -556293.750000 Penalty: 2542.935059
	Iteration 100F: 3 clusters Score -556293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -556299.187500 Penalty: 2542.935059
	Iteration 101Q: 3 clusters Score -556299.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -556304.000000 Penalty: 2542.935059
	Iteration 102Q: 3 clusters Score -556304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -556311.750000 Penalty: 2542.935059
	Iteration 103Q: 3 clusters Score -556311.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -556319.000000 Penalty: 2542.935059
	Iteration 104Q: 3 clusters Score -556319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -556325.625000 Penalty: 2542.935059
	Iteration 105Q: 3 clusters Score -556325.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -556331.437500 Penalty: 2542.935059
	Iteration 106Q: 3 clusters Score -556331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -556338.562500 Penalty: 2542.935059
	Iteration 107Q: 3 clusters Score -556338.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -556344.562500 Penalty: 2542.935059
	Iteration 108Q: 3 clusters Score -556344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -556356.375000 Penalty: 2542.935059
	Iteration 109Q: 3 clusters Score -556356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -556361.375000 Penalty: 2542.935059
	Iteration 110Q: 3 clusters Score -556361.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -556370.125000 Penalty: 2542.935059
	Iteration 111Q: 3 clusters Score -556370.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -556377.687500 Penalty: 2542.935059
	Iteration 112Q: 3 clusters Score -556377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -556385.500000 Penalty: 2542.935059
	Iteration 113Q: 3 clusters Score -556385.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -556393.625000 Penalty: 2542.935059
	Iteration 114Q: 3 clusters Score -556393.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -556402.375000 Penalty: 2542.935059
	Iteration 115Q: 3 clusters Score -556402.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -556407.937500 Penalty: 2542.935059
	Iteration 116Q: 3 clusters Score -556407.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -556412.812500 Penalty: 2542.935059
	Iteration 117Q: 3 clusters Score -556412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -556419.750000 Penalty: 2542.935059
	Iteration 118Q: 3 clusters Score -556419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -556425.875000 Penalty: 2542.935059
	Iteration 119Q: 3 clusters Score -556425.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -556432.125000 Penalty: 2542.935059
	Iteration 120F: 3 clusters Score -556432.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -556436.000000 Penalty: 2542.935059
	Iteration 121Q: 3 clusters Score -556436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -556440.250000 Penalty: 2542.935059
	Iteration 122Q: 3 clusters Score -556440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -556444.750000 Penalty: 2542.935059
	Iteration 123Q: 3 clusters Score -556444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -556449.812500 Penalty: 2542.935059
	Iteration 124Q: 3 clusters Score -556449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -556453.875000 Penalty: 2542.935059
	Iteration 125Q: 3 clusters Score -556453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -556454.875000 Penalty: 2542.935059
	Iteration 126Q: 3 clusters Score -556454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -556458.000000 Penalty: 2542.935059
	Iteration 127Q: 3 clusters Score -556458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -556461.875000 Penalty: 2542.935059
	Iteration 128Q: 3 clusters Score -556461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -556463.375000 Penalty: 2542.935059
	Iteration 129Q: 3 clusters Score -556463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -556467.312500 Penalty: 2542.935059
	Iteration 130Q: 3 clusters Score -556467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -556470.250000 Penalty: 2542.935059
	Iteration 131Q: 3 clusters Score -556470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -556476.062500 Penalty: 2542.935059
	Iteration 132Q: 3 clusters Score -556476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -556479.000000 Penalty: 2542.935059
	Iteration 133Q: 3 clusters Score -556479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -556480.500000 Penalty: 2542.935059
	Iteration 134Q: 3 clusters Score -556480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -556484.312500 Penalty: 2542.935059
	Iteration 135Q: 3 clusters Score -556484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -556487.250000 Penalty: 2542.935059
	Iteration 136Q: 3 clusters Score -556487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -556487.187500 Penalty: 2542.935059
	Iteration 137Q: 3 clusters Score -556487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -556487.625000 Penalty: 2542.935059
	Iteration 138Q: 3 clusters Score -556487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -556489.187500 Penalty: 2542.935059
	Iteration 139Q: 3 clusters Score -556489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -556489.625000 Penalty: 2542.935059
	Iteration 140F: 3 clusters Score -556489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -556490.125000 Penalty: 2542.935059
	Iteration 141Q: 3 clusters Score -556490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -556492.125000 Penalty: 2542.935059
	Iteration 142Q: 3 clusters Score -556492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -556492.250000 Penalty: 2542.935059
	Iteration 143Q: 3 clusters Score -556492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -556492.125000 Penalty: 2542.935059
	Iteration 144Q: 3 clusters Score -556492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -556492.125000 Penalty: 2542.935059
	Iteration 145F: 3 clusters Score -556492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -514307.062500 Penalty: 1245.123413
	Iteration 0F: 2 clusters Score -514307.1 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 2146 members 
Entering Unmasked Estep 
Score: -511082.312500 Penalty: 2490.246826
	Iteration 0F: 3 clusters Score -511082.3 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -511984.375000 Penalty: 2490.246826
	Iteration 1F: 3 clusters Score -511984.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -512145.000000 Penalty: 2490.246826
	Iteration 2F: 3 clusters Score -512145 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512240.500000 Penalty: 2490.246826
	Iteration 3Q: 3 clusters Score -512240.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -512312.562500 Penalty: 2490.246826
	Iteration 4Q: 3 clusters Score -512312.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -512363.156250 Penalty: 2490.246826
	Iteration 5Q: 3 clusters Score -512363.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -512400.562500 Penalty: 2490.246826
	Iteration 6Q: 3 clusters Score -512400.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -512426.843750 Penalty: 2490.246826
	Iteration 7Q: 3 clusters Score -512426.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -512445.468750 Penalty: 2490.246826
	Iteration 8Q: 3 clusters Score -512445.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -512458.531250 Penalty: 2490.246826
	Iteration 9Q: 3 clusters Score -512458.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512467.281250 Penalty: 2490.246826
	Iteration 10Q: 3 clusters Score -512467.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512473.656250 Penalty: 2490.246826
	Iteration 11Q: 3 clusters Score -512473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -512479.781250 Penalty: 2490.246826
	Iteration 12Q: 3 clusters Score -512479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -512485.531250 Penalty: 2490.246826
	Iteration 13Q: 3 clusters Score -512485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -512488.875000 Penalty: 2490.246826
	Iteration 14Q: 3 clusters Score -512488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512492.218750 Penalty: 2490.246826
	Iteration 15Q: 3 clusters Score -512492.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -512496.250000 Penalty: 2490.246826
	Iteration 16Q: 3 clusters Score -512496.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -512500.187500 Penalty: 2490.246826
	Iteration 17Q: 3 clusters Score -512500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -512502.125000 Penalty: 2490.246826
	Iteration 18Q: 3 clusters Score -512502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -512503.625000 Penalty: 2490.246826
	Iteration 19Q: 3 clusters Score -512503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -512505.250000 Penalty: 2490.246826
	Iteration 20F: 3 clusters Score -512505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -512506.593750 Penalty: 2490.246826
	Iteration 21Q: 3 clusters Score -512506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -512507.687500 Penalty: 2490.246826
	Iteration 22Q: 3 clusters Score -512507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -512510.406250 Penalty: 2490.246826
	Iteration 23Q: 3 clusters Score -512510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -512511.343750 Penalty: 2490.246826
	Iteration 24Q: 3 clusters Score -512511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -512511.500000 Penalty: 2490.246826
	Iteration 25Q: 3 clusters Score -512511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -512513.281250 Penalty: 2490.246826
	Iteration 26Q: 3 clusters Score -512513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -512514.437500 Penalty: 2490.246826
	Iteration 27Q: 3 clusters Score -512514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512515.000000 Penalty: 2490.246826
	Iteration 28Q: 3 clusters Score -512515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512515.843750 Penalty: 2490.246826
	Iteration 29Q: 3 clusters Score -512515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512517.093750 Penalty: 2490.246826
	Iteration 30Q: 3 clusters Score -512517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -512517.343750 Penalty: 2490.246826
	Iteration 31Q: 3 clusters Score -512517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512517.937500 Penalty: 2490.246826
	Iteration 32Q: 3 clusters Score -512517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512517.937500 Penalty: 2490.246826
	Iteration 33F: 3 clusters Score -512517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Entering Unmasked Estep 
Score: -3746857.750000 Penalty: 1543.919189
	Iteration 0F: 2 clusters Score -3746858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3725884.250000 Penalty: 3087.838379
	Iteration 0F: 3 clusters Score -3725884 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3733788.750000 Penalty: 3087.838379
	Iteration 1F: 3 clusters Score -3733789 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3734252.250000 Penalty: 3087.838379
	Iteration 2Q: 3 clusters Score -3734252 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3734689.500000 Penalty: 3087.838379
	Iteration 3Q: 3 clusters Score -3734690 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3735102.250000 Penalty: 3087.838379
	Iteration 4Q: 3 clusters Score -3735102 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3735522.250000 Penalty: 3087.838379
	Iteration 5Q: 3 clusters Score -3735522 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3736071.750000 Penalty: 3087.838379
	Iteration 6Q: 3 clusters Score -3736072 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3736780.500000 Penalty: 3087.838379
	Iteration 7Q: 3 clusters Score -3736780 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3737723.750000 Penalty: 3087.838379
	Iteration 8Q: 3 clusters Score -3737724 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3738926.500000 Penalty: 3087.838379
	Iteration 9F: 3 clusters Score -3738926 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3740162.250000 Penalty: 3087.838379
	Iteration 10F: 3 clusters Score -3740162 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3741437.250000 Penalty: 3087.838379
	Iteration 11F: 3 clusters Score -3741437 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3742436.000000 Penalty: 3087.838379
	Iteration 12Q: 3 clusters Score -3742436 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3743162.750000 Penalty: 3087.838379
	Iteration 13Q: 3 clusters Score -3743163 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3743681.000000 Penalty: 3087.838379
	Iteration 14Q: 3 clusters Score -3743681 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3744075.750000 Penalty: 3087.838379
	Iteration 15Q: 3 clusters Score -3744076 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3744363.500000 Penalty: 3087.838379
	Iteration 16Q: 3 clusters Score -3744364 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3744572.750000 Penalty: 3087.838379
	Iteration 17Q: 3 clusters Score -3744573 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3744754.500000 Penalty: 3087.838379
	Iteration 18Q: 3 clusters Score -3744754 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3744885.000000 Penalty: 3087.838379
	Iteration 19Q: 3 clusters Score -3744885 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3745010.000000 Penalty: 3087.838379
	Iteration 20F: 3 clusters Score -3745010 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3745126.500000 Penalty: 3087.838379
	Iteration 21Q: 3 clusters Score -3745126 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3745213.250000 Penalty: 3087.838379
	Iteration 22Q: 3 clusters Score -3745213 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3745276.000000 Penalty: 3087.838379
	Iteration 23Q: 3 clusters Score -3745276 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3745362.500000 Penalty: 3087.838379
	Iteration 24Q: 3 clusters Score -3745362 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3745433.750000 Penalty: 3087.838379
	Iteration 25Q: 3 clusters Score -3745434 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3745501.250000 Penalty: 3087.838379
	Iteration 26Q: 3 clusters Score -3745501 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3745544.250000 Penalty: 3087.838379
	Iteration 27Q: 3 clusters Score -3745544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3745575.750000 Penalty: 3087.838379
	Iteration 28Q: 3 clusters Score -3745576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3745628.750000 Penalty: 3087.838379
	Iteration 29Q: 3 clusters Score -3745629 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3745653.500000 Penalty: 3087.838379
	Iteration 30Q: 3 clusters Score -3745654 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3745683.750000 Penalty: 3087.838379
	Iteration 31Q: 3 clusters Score -3745684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3745705.250000 Penalty: 3087.838379
	Iteration 32Q: 3 clusters Score -3745705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3745737.500000 Penalty: 3087.838379
	Iteration 33Q: 3 clusters Score -3745738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3745757.500000 Penalty: 3087.838379
	Iteration 34Q: 3 clusters Score -3745758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3745778.000000 Penalty: 3087.838379
	Iteration 35Q: 3 clusters Score -3745778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3745788.500000 Penalty: 3087.838379
	Iteration 36Q: 3 clusters Score -3745788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3745794.000000 Penalty: 3087.838379
	Iteration 37Q: 3 clusters Score -3745794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3745811.750000 Penalty: 3087.838379
	Iteration 38Q: 3 clusters Score -3745812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3745831.000000 Penalty: 3087.838379
	Iteration 39Q: 3 clusters Score -3745831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3745854.000000 Penalty: 3087.838379
	Iteration 40F: 3 clusters Score -3745854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3745860.500000 Penalty: 3087.838379
	Iteration 41Q: 3 clusters Score -3745860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3745868.250000 Penalty: 3087.838379
	Iteration 42Q: 3 clusters Score -3745868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3745884.000000 Penalty: 3087.838379
	Iteration 43Q: 3 clusters Score -3745884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3745896.250000 Penalty: 3087.838379
	Iteration 44Q: 3 clusters Score -3745896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3745911.250000 Penalty: 3087.838379
	Iteration 45Q: 3 clusters Score -3745911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3745921.500000 Penalty: 3087.838379
	Iteration 46Q: 3 clusters Score -3745922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3745933.250000 Penalty: 3087.838379
	Iteration 47Q: 3 clusters Score -3745933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3745950.750000 Penalty: 3087.838379
	Iteration 48Q: 3 clusters Score -3745951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3745953.000000 Penalty: 3087.838379
	Iteration 49Q: 3 clusters Score -3745953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3745958.500000 Penalty: 3087.838379
	Iteration 50Q: 3 clusters Score -3745958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3745959.250000 Penalty: 3087.838379
	Iteration 51Q: 3 clusters Score -3745959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3745968.250000 Penalty: 3087.838379
	Iteration 52Q: 3 clusters Score -3745968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3745971.250000 Penalty: 3087.838379
	Iteration 53Q: 3 clusters Score -3745971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3745976.250000 Penalty: 3087.838379
	Iteration 54Q: 3 clusters Score -3745976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3745977.500000 Penalty: 3087.838379
	Iteration 55Q: 3 clusters Score -3745978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3745981.250000 Penalty: 3087.838379
	Iteration 56Q: 3 clusters Score -3745981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3745980.500000 Penalty: 3087.838379
	Iteration 57Q: 3 clusters Score -3745980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3745981.000000 Penalty: 3087.838379
	Iteration 58Q: 3 clusters Score -3745981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3745981.250000 Penalty: 3087.838379
	Iteration 59Q: 3 clusters Score -3745981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3745981.750000 Penalty: 3087.838379
	Iteration 60F: 3 clusters Score -3745982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3745982.000000 Penalty: 3087.838379
	Iteration 61Q: 3 clusters Score -3745982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3745984.000000 Penalty: 3087.838379
	Iteration 62Q: 3 clusters Score -3745984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3745983.250000 Penalty: 3087.838379
	Iteration 63Q: 3 clusters Score -3745983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3745984.500000 Penalty: 3087.838379
	Iteration 64Q: 3 clusters Score -3745984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3745988.500000 Penalty: 3087.838379
	Iteration 65Q: 3 clusters Score -3745988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3745989.500000 Penalty: 3087.838379
	Iteration 66Q: 3 clusters Score -3745990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3745989.250000 Penalty: 3087.838379
	Iteration 67Q: 3 clusters Score -3745989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3745989.250000 Penalty: 3087.838379
	Iteration 68Q: 3 clusters Score -3745989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3745995.000000 Penalty: 3087.838379
	Iteration 69Q: 3 clusters Score -3745995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3745994.750000 Penalty: 3087.838379
	Iteration 70Q: 3 clusters Score -3745995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3745998.500000 Penalty: 3087.838379
	Iteration 71Q: 3 clusters Score -3745998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3745999.500000 Penalty: 3087.838379
	Iteration 72Q: 3 clusters Score -3746000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3745999.250000 Penalty: 3087.838379
	Iteration 73Q: 3 clusters Score -3745999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3746002.750000 Penalty: 3087.838379
	Iteration 74Q: 3 clusters Score -3746003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3746002.000000 Penalty: 3087.838379
	Iteration 75Q: 3 clusters Score -3746002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3746002.000000 Penalty: 3087.838379
	Iteration 76Q: 3 clusters Score -3746002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3746005.500000 Penalty: 3087.838379
	Iteration 77Q: 3 clusters Score -3746006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3746003.250000 Penalty: 3087.838379
	Iteration 78Q: 3 clusters Score -3746003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3746002.000000 Penalty: 3087.838379
	Iteration 79Q: 3 clusters Score -3746002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3746005.250000 Penalty: 3087.838379
	Iteration 80F: 3 clusters Score -3746005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Entering Unmasked Estep 
Score: -2813986.750000 Penalty: 1509.069946
	Iteration 0F: 2 clusters Score -2813987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2797432.000000 Penalty: 3018.139893
	Iteration 0F: 3 clusters Score -2797432 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2803681.750000 Penalty: 3018.139893
	Iteration 1F: 3 clusters Score -2803682 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2804228.250000 Penalty: 3018.139893
	Iteration 2F: 3 clusters Score -2804228 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2804687.250000 Penalty: 3018.139893
	Iteration 3Q: 3 clusters Score -2804687 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2805186.250000 Penalty: 3018.139893
	Iteration 4Q: 3 clusters Score -2805186 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2805780.250000 Penalty: 3018.139893
	Iteration 5Q: 3 clusters Score -2805780 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2806593.000000 Penalty: 3018.139893
	Iteration 6F: 3 clusters Score -2806593 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2807493.000000 Penalty: 3018.139893
	Iteration 7F: 3 clusters Score -2807493 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2808517.000000 Penalty: 3018.139893
	Iteration 8F: 3 clusters Score -2808517 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2809682.750000 Penalty: 3018.139893
	Iteration 9F: 3 clusters Score -2809683 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2810605.250000 Penalty: 3018.139893
	Iteration 10Q: 3 clusters Score -2810605 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2811247.250000 Penalty: 3018.139893
	Iteration 11Q: 3 clusters Score -2811247 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2811673.500000 Penalty: 3018.139893
	Iteration 12Q: 3 clusters Score -2811674 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2811988.250000 Penalty: 3018.139893
	Iteration 13Q: 3 clusters Score -2811988 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2812185.250000 Penalty: 3018.139893
	Iteration 14Q: 3 clusters Score -2812185 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2812353.250000 Penalty: 3018.139893
	Iteration 15Q: 3 clusters Score -2812353 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2812444.500000 Penalty: 3018.139893
	Iteration 16Q: 3 clusters Score -2812444 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2812518.750000 Penalty: 3018.139893
	Iteration 17Q: 3 clusters Score -2812519 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2812574.250000 Penalty: 3018.139893
	Iteration 18Q: 3 clusters Score -2812574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2812621.750000 Penalty: 3018.139893
	Iteration 19Q: 3 clusters Score -2812622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2812643.000000 Penalty: 3018.139893
	Iteration 20F: 3 clusters Score -2812643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2812668.250000 Penalty: 3018.139893
	Iteration 21Q: 3 clusters Score -2812668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2812686.500000 Penalty: 3018.139893
	Iteration 22Q: 3 clusters Score -2812686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2812707.250000 Penalty: 3018.139893
	Iteration 23Q: 3 clusters Score -2812707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2812729.000000 Penalty: 3018.139893
	Iteration 24Q: 3 clusters Score -2812729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2812752.000000 Penalty: 3018.139893
	Iteration 25Q: 3 clusters Score -2812752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2812769.750000 Penalty: 3018.139893
	Iteration 26Q: 3 clusters Score -2812770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2812790.000000 Penalty: 3018.139893
	Iteration 27Q: 3 clusters Score -2812790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2812810.500000 Penalty: 3018.139893
	Iteration 28Q: 3 clusters Score -2812810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2812832.250000 Penalty: 3018.139893
	Iteration 29Q: 3 clusters Score -2812832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2812835.750000 Penalty: 3018.139893
	Iteration 30Q: 3 clusters Score -2812836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2812858.500000 Penalty: 3018.139893
	Iteration 31Q: 3 clusters Score -2812858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2812870.000000 Penalty: 3018.139893
	Iteration 32Q: 3 clusters Score -2812870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2812882.500000 Penalty: 3018.139893
	Iteration 33Q: 3 clusters Score -2812882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2812891.500000 Penalty: 3018.139893
	Iteration 34Q: 3 clusters Score -2812892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2812910.750000 Penalty: 3018.139893
	Iteration 35Q: 3 clusters Score -2812911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2812915.750000 Penalty: 3018.139893
	Iteration 36Q: 3 clusters Score -2812916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2812927.750000 Penalty: 3018.139893
	Iteration 37Q: 3 clusters Score -2812928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2812933.000000 Penalty: 3018.139893
	Iteration 38Q: 3 clusters Score -2812933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2812945.250000 Penalty: 3018.139893
	Iteration 39Q: 3 clusters Score -2812945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2812970.000000 Penalty: 3018.139893
	Iteration 40F: 3 clusters Score -2812970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2812979.000000 Penalty: 3018.139893
	Iteration 41Q: 3 clusters Score -2812979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2812986.000000 Penalty: 3018.139893
	Iteration 42Q: 3 clusters Score -2812986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2812991.750000 Penalty: 3018.139893
	Iteration 43Q: 3 clusters Score -2812992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2813000.750000 Penalty: 3018.139893
	Iteration 44Q: 3 clusters Score -2813001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2813010.250000 Penalty: 3018.139893
	Iteration 45Q: 3 clusters Score -2813010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2813021.250000 Penalty: 3018.139893
	Iteration 46Q: 3 clusters Score -2813021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2813028.500000 Penalty: 3018.139893
	Iteration 47Q: 3 clusters Score -2813028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2813035.750000 Penalty: 3018.139893
	Iteration 48Q: 3 clusters Score -2813036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2813035.000000 Penalty: 3018.139893
	Iteration 49Q: 3 clusters Score -2813035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2813048.000000 Penalty: 3018.139893
	Iteration 50Q: 3 clusters Score -2813048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2813052.750000 Penalty: 3018.139893
	Iteration 51Q: 3 clusters Score -2813053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2813055.750000 Penalty: 3018.139893
	Iteration 52Q: 3 clusters Score -2813056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2813063.000000 Penalty: 3018.139893
	Iteration 53Q: 3 clusters Score -2813063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2813069.000000 Penalty: 3018.139893
	Iteration 54Q: 3 clusters Score -2813069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2813069.000000 Penalty: 3018.139893
	Iteration 55Q: 3 clusters Score -2813069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2813077.250000 Penalty: 3018.139893
	Iteration 56Q: 3 clusters Score -2813077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2813074.500000 Penalty: 3018.139893
	Iteration 57Q: 3 clusters Score -2813074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2813075.750000 Penalty: 3018.139893
	Iteration 58Q: 3 clusters Score -2813076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2813078.000000 Penalty: 3018.139893
	Iteration 59Q: 3 clusters Score -2813078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2813082.250000 Penalty: 3018.139893
	Iteration 60F: 3 clusters Score -2813082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2813081.500000 Penalty: 3018.139893
	Iteration 61Q: 3 clusters Score -2813082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2813082.250000 Penalty: 3018.139893
	Iteration 62Q: 3 clusters Score -2813082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2813087.250000 Penalty: 3018.139893
	Iteration 63Q: 3 clusters Score -2813087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2813084.250000 Penalty: 3018.139893
	Iteration 64Q: 3 clusters Score -2813084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2813093.250000 Penalty: 3018.139893
	Iteration 65Q: 3 clusters Score -2813093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2813093.000000 Penalty: 3018.139893
	Iteration 66Q: 3 clusters Score -2813093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2813092.250000 Penalty: 3018.139893
	Iteration 67Q: 3 clusters Score -2813092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2813090.750000 Penalty: 3018.139893
	Iteration 68Q: 3 clusters Score -2813091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2813093.000000 Penalty: 3018.139893
	Iteration 69Q: 3 clusters Score -2813093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2813087.000000 Penalty: 3018.139893
	Iteration 70Q: 3 clusters Score -2813087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2813090.250000 Penalty: 3018.139893
	Iteration 71Q: 3 clusters Score -2813090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2813090.250000 Penalty: 3018.139893
	Iteration 72F: 3 clusters Score -2813090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -1095418.625000 Penalty: 1368.113770
	Iteration 0F: 2 clusters Score -1095419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1088768.750000 Penalty: 2736.227539
	Iteration 0F: 3 clusters Score -1088769 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1091023.625000 Penalty: 2736.227539
	Iteration 1F: 3 clusters Score -1091024 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1091383.750000 Penalty: 2736.227539
	Iteration 2F: 3 clusters Score -1091384 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1091624.625000 Penalty: 2736.227539
	Iteration 3F: 3 clusters Score -1091625 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1091828.375000 Penalty: 2736.227539
	Iteration 4Q: 3 clusters Score -1091828 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1091998.500000 Penalty: 2736.227539
	Iteration 5Q: 3 clusters Score -1091998 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1092133.750000 Penalty: 2736.227539
	Iteration 6Q: 3 clusters Score -1092134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1092274.375000 Penalty: 2736.227539
	Iteration 7Q: 3 clusters Score -1092274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1092402.625000 Penalty: 2736.227539
	Iteration 8Q: 3 clusters Score -1092403 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1092531.125000 Penalty: 2736.227539
	Iteration 9Q: 3 clusters Score -1092531 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1092650.625000 Penalty: 2736.227539
	Iteration 10Q: 3 clusters Score -1092651 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1092820.875000 Penalty: 2736.227539
	Iteration 11Q: 3 clusters Score -1092821 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1093001.375000 Penalty: 2736.227539
	Iteration 12Q: 3 clusters Score -1093001 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1093196.375000 Penalty: 2736.227539
	Iteration 13Q: 3 clusters Score -1093196 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1093376.250000 Penalty: 2736.227539
	Iteration 14Q: 3 clusters Score -1093376 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1093512.500000 Penalty: 2736.227539
	Iteration 15Q: 3 clusters Score -1093512 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1093643.500000 Penalty: 2736.227539
	Iteration 16Q: 3 clusters Score -1093644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1093783.375000 Penalty: 2736.227539
	Iteration 17Q: 3 clusters Score -1093783 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1093872.625000 Penalty: 2736.227539
	Iteration 18Q: 3 clusters Score -1093873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1093946.750000 Penalty: 2736.227539
	Iteration 19Q: 3 clusters Score -1093947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1094015.625000 Penalty: 2736.227539
	Iteration 20F: 3 clusters Score -1094016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1094080.125000 Penalty: 2736.227539
	Iteration 21Q: 3 clusters Score -1094080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1094146.125000 Penalty: 2736.227539
	Iteration 22Q: 3 clusters Score -1094146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1094196.000000 Penalty: 2736.227539
	Iteration 23Q: 3 clusters Score -1094196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1094228.875000 Penalty: 2736.227539
	Iteration 24Q: 3 clusters Score -1094229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1094264.250000 Penalty: 2736.227539
	Iteration 25Q: 3 clusters Score -1094264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1094287.000000 Penalty: 2736.227539
	Iteration 26Q: 3 clusters Score -1094287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1094303.500000 Penalty: 2736.227539
	Iteration 27Q: 3 clusters Score -1094304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1094327.750000 Penalty: 2736.227539
	Iteration 28Q: 3 clusters Score -1094328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1094338.750000 Penalty: 2736.227539
	Iteration 29Q: 3 clusters Score -1094339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1094360.625000 Penalty: 2736.227539
	Iteration 30Q: 3 clusters Score -1094361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1094371.375000 Penalty: 2736.227539
	Iteration 31Q: 3 clusters Score -1094371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1094389.625000 Penalty: 2736.227539
	Iteration 32Q: 3 clusters Score -1094390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1094404.000000 Penalty: 2736.227539
	Iteration 33Q: 3 clusters Score -1094404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1094420.625000 Penalty: 2736.227539
	Iteration 34Q: 3 clusters Score -1094421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1094431.500000 Penalty: 2736.227539
	Iteration 35Q: 3 clusters Score -1094432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1094439.000000 Penalty: 2736.227539
	Iteration 36Q: 3 clusters Score -1094439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1094450.625000 Penalty: 2736.227539
	Iteration 37Q: 3 clusters Score -1094451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1094454.375000 Penalty: 2736.227539
	Iteration 38Q: 3 clusters Score -1094454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1094461.125000 Penalty: 2736.227539
	Iteration 39Q: 3 clusters Score -1094461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1094466.625000 Penalty: 2736.227539
	Iteration 40F: 3 clusters Score -1094467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1094477.250000 Penalty: 2736.227539
	Iteration 41Q: 3 clusters Score -1094477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1094487.500000 Penalty: 2736.227539
	Iteration 42Q: 3 clusters Score -1094488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1094502.500000 Penalty: 2736.227539
	Iteration 43Q: 3 clusters Score -1094502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1094513.375000 Penalty: 2736.227539
	Iteration 44Q: 3 clusters Score -1094513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1094516.000000 Penalty: 2736.227539
	Iteration 45Q: 3 clusters Score -1094516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1094519.750000 Penalty: 2736.227539
	Iteration 46Q: 3 clusters Score -1094520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1094523.125000 Penalty: 2736.227539
	Iteration 47Q: 3 clusters Score -1094523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1094529.250000 Penalty: 2736.227539
	Iteration 48Q: 3 clusters Score -1094529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1094528.250000 Penalty: 2736.227539
	Iteration 49Q: 3 clusters Score -1094528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1094530.000000 Penalty: 2736.227539
	Iteration 50Q: 3 clusters Score -1094530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1094530.000000 Penalty: 2736.227539
	Iteration 51F: 3 clusters Score -1094530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -1090794.375000 Penalty: 1366.639771
	Iteration 0F: 2 clusters Score -1090794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1084202.375000 Penalty: 2733.279541
	Iteration 0F: 3 clusters Score -1084202 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1086331.750000 Penalty: 2733.279541
	Iteration 1F: 3 clusters Score -1086332 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1086674.500000 Penalty: 2733.279541
	Iteration 2F: 3 clusters Score -1086674 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1086937.375000 Penalty: 2733.279541
	Iteration 3F: 3 clusters Score -1086937 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1087142.875000 Penalty: 2733.279541
	Iteration 4Q: 3 clusters Score -1087143 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1087304.500000 Penalty: 2733.279541
	Iteration 5Q: 3 clusters Score -1087304 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1087445.250000 Penalty: 2733.279541
	Iteration 6Q: 3 clusters Score -1087445 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1087609.250000 Penalty: 2733.279541
	Iteration 7Q: 3 clusters Score -1087609 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1087763.625000 Penalty: 2733.279541
	Iteration 8Q: 3 clusters Score -1087764 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1087914.375000 Penalty: 2733.279541
	Iteration 9Q: 3 clusters Score -1087914 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1088109.000000 Penalty: 2733.279541
	Iteration 10Q: 3 clusters Score -1088109 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1088325.500000 Penalty: 2733.279541
	Iteration 11Q: 3 clusters Score -1088326 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1088535.375000 Penalty: 2733.279541
	Iteration 12Q: 3 clusters Score -1088535 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1088739.500000 Penalty: 2733.279541
	Iteration 13Q: 3 clusters Score -1088740 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1088942.625000 Penalty: 2733.279541
	Iteration 14Q: 3 clusters Score -1088943 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1089131.000000 Penalty: 2733.279541
	Iteration 15Q: 3 clusters Score -1089131 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1089290.500000 Penalty: 2733.279541
	Iteration 16Q: 3 clusters Score -1089290 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1089433.000000 Penalty: 2733.279541
	Iteration 17Q: 3 clusters Score -1089433 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1089553.000000 Penalty: 2733.279541
	Iteration 18Q: 3 clusters Score -1089553 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1089647.375000 Penalty: 2733.279541
	Iteration 19Q: 3 clusters Score -1089647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1089718.250000 Penalty: 2733.279541
	Iteration 20F: 3 clusters Score -1089718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1089767.625000 Penalty: 2733.279541
	Iteration 21Q: 3 clusters Score -1089768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1089816.750000 Penalty: 2733.279541
	Iteration 22Q: 3 clusters Score -1089817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1089869.875000 Penalty: 2733.279541
	Iteration 23Q: 3 clusters Score -1089870 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1089926.125000 Penalty: 2733.279541
	Iteration 24Q: 3 clusters Score -1089926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1089971.125000 Penalty: 2733.279541
	Iteration 25Q: 3 clusters Score -1089971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1090009.625000 Penalty: 2733.279541
	Iteration 26Q: 3 clusters Score -1090010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1090035.500000 Penalty: 2733.279541
	Iteration 27Q: 3 clusters Score -1090036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1090052.375000 Penalty: 2733.279541
	Iteration 28Q: 3 clusters Score -1090052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1090067.750000 Penalty: 2733.279541
	Iteration 29Q: 3 clusters Score -1090068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1090081.750000 Penalty: 2733.279541
	Iteration 30Q: 3 clusters Score -1090082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1090092.125000 Penalty: 2733.279541
	Iteration 31Q: 3 clusters Score -1090092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1090099.625000 Penalty: 2733.279541
	Iteration 32Q: 3 clusters Score -1090100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1090107.125000 Penalty: 2733.279541
	Iteration 33Q: 3 clusters Score -1090107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1090112.625000 Penalty: 2733.279541
	Iteration 34Q: 3 clusters Score -1090113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1090114.125000 Penalty: 2733.279541
	Iteration 35Q: 3 clusters Score -1090114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1090117.875000 Penalty: 2733.279541
	Iteration 36Q: 3 clusters Score -1090118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1090117.750000 Penalty: 2733.279541
	Iteration 37Q: 3 clusters Score -1090118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1090120.125000 Penalty: 2733.279541
	Iteration 38Q: 3 clusters Score -1090120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1090118.375000 Penalty: 2733.279541
	Iteration 39Q: 3 clusters Score -1090118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1090121.375000 Penalty: 2733.279541
	Iteration 40F: 3 clusters Score -1090121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1090126.000000 Penalty: 2733.279541
	Iteration 41Q: 3 clusters Score -1090126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1090128.500000 Penalty: 2733.279541
	Iteration 42Q: 3 clusters Score -1090128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1090128.375000 Penalty: 2733.279541
	Iteration 43Q: 3 clusters Score -1090128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1090128.875000 Penalty: 2733.279541
	Iteration 44Q: 3 clusters Score -1090129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1090129.750000 Penalty: 2733.279541
	Iteration 45Q: 3 clusters Score -1090130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1090130.250000 Penalty: 2733.279541
	Iteration 46Q: 3 clusters Score -1090130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1090139.875000 Penalty: 2733.279541
	Iteration 47Q: 3 clusters Score -1090140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1090140.375000 Penalty: 2733.279541
	Iteration 48Q: 3 clusters Score -1090140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1090142.000000 Penalty: 2733.279541
	Iteration 49Q: 3 clusters Score -1090142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1090146.500000 Penalty: 2733.279541
	Iteration 50Q: 3 clusters Score -1090146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1090149.625000 Penalty: 2733.279541
	Iteration 51Q: 3 clusters Score -1090150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1090152.250000 Penalty: 2733.279541
	Iteration 52Q: 3 clusters Score -1090152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1090153.875000 Penalty: 2733.279541
	Iteration 53Q: 3 clusters Score -1090154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1090155.250000 Penalty: 2733.279541
	Iteration 54Q: 3 clusters Score -1090155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1090158.625000 Penalty: 2733.279541
	Iteration 55Q: 3 clusters Score -1090159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1090161.125000 Penalty: 2733.279541
	Iteration 56Q: 3 clusters Score -1090161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1090160.625000 Penalty: 2733.279541
	Iteration 57Q: 3 clusters Score -1090161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1090160.000000 Penalty: 2733.279541
	Iteration 58Q: 3 clusters Score -1090160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1090160.250000 Penalty: 2733.279541
	Iteration 59Q: 3 clusters Score -1090160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1090160.250000 Penalty: 2733.279541
	Iteration 60F: 3 clusters Score -1090160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1090159.750000 Penalty: 2733.279541
	Iteration 61Q: 3 clusters Score -1090160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1090160.375000 Penalty: 2733.279541
	Iteration 62Q: 3 clusters Score -1090160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1090161.875000 Penalty: 2733.279541
	Iteration 63Q: 3 clusters Score -1090162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1090161.500000 Penalty: 2733.279541
	Iteration 64Q: 3 clusters Score -1090162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1090161.500000 Penalty: 2733.279541
	Iteration 65F: 3 clusters Score -1090162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -383324.156250 Penalty: 1224.670166
	Iteration 0F: 2 clusters Score -383324.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -380464.218750 Penalty: 2449.340332
	Iteration 0F: 3 clusters Score -380464.2 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -381287.968750 Penalty: 2449.340332
	Iteration 1F: 3 clusters Score -381288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -381509.593750 Penalty: 2449.340332
	Iteration 2F: 3 clusters Score -381509.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -381620.562500 Penalty: 2449.340332
	Iteration 3Q: 3 clusters Score -381620.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -381696.343750 Penalty: 2449.340332
	Iteration 4Q: 3 clusters Score -381696.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -381764.718750 Penalty: 2449.340332
	Iteration 5Q: 3 clusters Score -381764.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -381834.531250 Penalty: 2449.340332
	Iteration 6Q: 3 clusters Score -381834.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -381883.312500 Penalty: 2449.340332
	Iteration 7Q: 3 clusters Score -381883.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -381928.187500 Penalty: 2449.340332
	Iteration 8Q: 3 clusters Score -381928.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -381966.625000 Penalty: 2449.340332
	Iteration 9Q: 3 clusters Score -381966.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -381996.906250 Penalty: 2449.340332
	Iteration 10Q: 3 clusters Score -381996.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -382016.562500 Penalty: 2449.340332
	Iteration 11Q: 3 clusters Score -382016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -382024.250000 Penalty: 2449.340332
	Iteration 12Q: 3 clusters Score -382024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -382032.218750 Penalty: 2449.340332
	Iteration 13Q: 3 clusters Score -382032.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -382039.031250 Penalty: 2449.340332
	Iteration 14Q: 3 clusters Score -382039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -382044.812500 Penalty: 2449.340332
	Iteration 15Q: 3 clusters Score -382044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382047.812500 Penalty: 2449.340332
	Iteration 16Q: 3 clusters Score -382047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -382052.000000 Penalty: 2449.340332
	Iteration 17Q: 3 clusters Score -382052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -382055.625000 Penalty: 2449.340332
	Iteration 18Q: 3 clusters Score -382055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382057.875000 Penalty: 2449.340332
	Iteration 19Q: 3 clusters Score -382057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382059.250000 Penalty: 2449.340332
	Iteration 20F: 3 clusters Score -382059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -382059.781250 Penalty: 2449.340332
	Iteration 21Q: 3 clusters Score -382059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -382059.781250 Penalty: 2449.340332
	Iteration 22F: 3 clusters Score -382059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -1838221.500000 Penalty: 1436.648804
	Iteration 0F: 2 clusters Score -1838222 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 7841 members 
Entering Unmasked Estep 
Score: -1827945.125000 Penalty: 2873.297607
	Iteration 0F: 3 clusters Score -1827945 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1831585.000000 Penalty: 2873.297607
	Iteration 1F: 3 clusters Score -1831585 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1831906.750000 Penalty: 2873.297607
	Iteration 2F: 3 clusters Score -1831907 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1832135.375000 Penalty: 2873.297607
	Iteration 3Q: 3 clusters Score -1832135 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1832289.750000 Penalty: 2873.297607
	Iteration 4Q: 3 clusters Score -1832290 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1832411.750000 Penalty: 2873.297607
	Iteration 5Q: 3 clusters Score -1832412 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1832499.250000 Penalty: 2873.297607
	Iteration 6Q: 3 clusters Score -1832499 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1832589.125000 Penalty: 2873.297607
	Iteration 7Q: 3 clusters Score -1832589 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1832663.750000 Penalty: 2873.297607
	Iteration 8Q: 3 clusters Score -1832664 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1832750.250000 Penalty: 2873.297607
	Iteration 9Q: 3 clusters Score -1832750 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1832847.000000 Penalty: 2873.297607
	Iteration 10Q: 3 clusters Score -1832847 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1832945.750000 Penalty: 2873.297607
	Iteration 11Q: 3 clusters Score -1832946 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1833069.500000 Penalty: 2873.297607
	Iteration 12Q: 3 clusters Score -1833070 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1833256.125000 Penalty: 2873.297607
	Iteration 13Q: 3 clusters Score -1833256 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1833481.125000 Penalty: 2873.297607
	Iteration 14Q: 3 clusters Score -1833481 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1833747.375000 Penalty: 2873.297607
	Iteration 15Q: 3 clusters Score -1833747 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1834066.250000 Penalty: 2873.297607
	Iteration 16Q: 3 clusters Score -1834066 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1834471.250000 Penalty: 2873.297607
	Iteration 17Q: 3 clusters Score -1834471 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1834934.000000 Penalty: 2873.297607
	Iteration 18Q: 3 clusters Score -1834934 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1835364.375000 Penalty: 2873.297607
	Iteration 19Q: 3 clusters Score -1835364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1835767.375000 Penalty: 2873.297607
	Iteration 20F: 3 clusters Score -1835767 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1836102.000000 Penalty: 2873.297607
	Iteration 21Q: 3 clusters Score -1836102 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1836382.250000 Penalty: 2873.297607
	Iteration 22Q: 3 clusters Score -1836382 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1836609.000000 Penalty: 2873.297607
	Iteration 23Q: 3 clusters Score -1836609 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1836758.500000 Penalty: 2873.297607
	Iteration 24Q: 3 clusters Score -1836758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1836859.875000 Penalty: 2873.297607
	Iteration 25Q: 3 clusters Score -1836860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1836922.125000 Penalty: 2873.297607
	Iteration 26Q: 3 clusters Score -1836922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1836977.125000 Penalty: 2873.297607
	Iteration 27Q: 3 clusters Score -1836977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1837021.375000 Penalty: 2873.297607
	Iteration 28Q: 3 clusters Score -1837021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1837041.125000 Penalty: 2873.297607
	Iteration 29Q: 3 clusters Score -1837041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1837047.375000 Penalty: 2873.297607
	Iteration 30Q: 3 clusters Score -1837047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1837051.500000 Penalty: 2873.297607
	Iteration 31Q: 3 clusters Score -1837052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1837061.750000 Penalty: 2873.297607
	Iteration 32Q: 3 clusters Score -1837062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1837060.875000 Penalty: 2873.297607
	Iteration 33Q: 3 clusters Score -1837061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1837068.000000 Penalty: 2873.297607
	Iteration 34Q: 3 clusters Score -1837068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1837069.875000 Penalty: 2873.297607
	Iteration 35Q: 3 clusters Score -1837070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1837072.625000 Penalty: 2873.297607
	Iteration 36Q: 3 clusters Score -1837073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1837077.000000 Penalty: 2873.297607
	Iteration 37Q: 3 clusters Score -1837077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1837079.000000 Penalty: 2873.297607
	Iteration 38Q: 3 clusters Score -1837079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1837077.750000 Penalty: 2873.297607
	Iteration 39Q: 3 clusters Score -1837078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1837079.125000 Penalty: 2873.297607
	Iteration 40F: 3 clusters Score -1837079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17851.886719 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17851.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17881.644531 Penalty: 1548.712402
	Iteration 1Q: 3 clusters Score -17881.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17888.712891 Penalty: 1548.712402
	Iteration 2Q: 3 clusters Score -17888.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17891.197266 Penalty: 1548.712402
	Iteration 3Q: 3 clusters Score -17891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17892.925781 Penalty: 1548.712402
	Iteration 4Q: 3 clusters Score -17892.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17892.925781 Penalty: 1548.712402
	Iteration 5F: 3 clusters Score -17892.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -984461.625000 Penalty: 1345.208984
	Iteration 0F: 2 clusters Score -984461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -978727.500000 Penalty: 2690.417969
	Iteration 0F: 3 clusters Score -978727.5 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -980602.750000 Penalty: 2690.417969
	Iteration 1F: 3 clusters Score -980602.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -980846.000000 Penalty: 2690.417969
	Iteration 2F: 3 clusters Score -980846 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -981010.750000 Penalty: 2690.417969
	Iteration 3Q: 3 clusters Score -981010.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -981132.062500 Penalty: 2690.417969
	Iteration 4Q: 3 clusters Score -981132.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -981242.000000 Penalty: 2690.417969
	Iteration 5Q: 3 clusters Score -981242 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -981344.562500 Penalty: 2690.417969
	Iteration 6Q: 3 clusters Score -981344.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -981444.812500 Penalty: 2690.417969
	Iteration 7Q: 3 clusters Score -981444.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -981544.812500 Penalty: 2690.417969
	Iteration 8Q: 3 clusters Score -981544.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -981653.812500 Penalty: 2690.417969
	Iteration 9Q: 3 clusters Score -981653.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -981796.312500 Penalty: 2690.417969
	Iteration 10Q: 3 clusters Score -981796.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -981961.875000 Penalty: 2690.417969
	Iteration 11Q: 3 clusters Score -981961.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -982129.625000 Penalty: 2690.417969
	Iteration 12Q: 3 clusters Score -982129.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -982329.812500 Penalty: 2690.417969
	Iteration 13Q: 3 clusters Score -982329.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -982524.875000 Penalty: 2690.417969
	Iteration 14Q: 3 clusters Score -982524.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -982698.500000 Penalty: 2690.417969
	Iteration 15Q: 3 clusters Score -982698.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -982857.875000 Penalty: 2690.417969
	Iteration 16Q: 3 clusters Score -982857.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -982999.562500 Penalty: 2690.417969
	Iteration 17Q: 3 clusters Score -982999.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -983116.625000 Penalty: 2690.417969
	Iteration 18Q: 3 clusters Score -983116.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -983198.875000 Penalty: 2690.417969
	Iteration 19Q: 3 clusters Score -983198.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -983250.125000 Penalty: 2690.417969
	Iteration 20F: 3 clusters Score -983250.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -983289.625000 Penalty: 2690.417969
	Iteration 21Q: 3 clusters Score -983289.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -983314.000000 Penalty: 2690.417969
	Iteration 22Q: 3 clusters Score -983314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -983325.625000 Penalty: 2690.417969
	Iteration 23Q: 3 clusters Score -983325.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -983338.500000 Penalty: 2690.417969
	Iteration 24Q: 3 clusters Score -983338.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -983349.750000 Penalty: 2690.417969
	Iteration 25Q: 3 clusters Score -983349.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -983357.437500 Penalty: 2690.417969
	Iteration 26Q: 3 clusters Score -983357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -983364.062500 Penalty: 2690.417969
	Iteration 27Q: 3 clusters Score -983364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -983368.562500 Penalty: 2690.417969
	Iteration 28Q: 3 clusters Score -983368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -983374.625000 Penalty: 2690.417969
	Iteration 29Q: 3 clusters Score -983374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -983377.625000 Penalty: 2690.417969
	Iteration 30Q: 3 clusters Score -983377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -983378.375000 Penalty: 2690.417969
	Iteration 31Q: 3 clusters Score -983378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -983379.000000 Penalty: 2690.417969
	Iteration 32Q: 3 clusters Score -983379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -983379.000000 Penalty: 2690.417969
	Iteration 33F: 3 clusters Score -983379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -285113.906250 Penalty: 1170.568237
	Iteration 0F: 2 clusters Score -285113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -282889.187500 Penalty: 2341.136475
	Iteration 0F: 3 clusters Score -282889.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283494.281250 Penalty: 2341.136475
	Iteration 1F: 3 clusters Score -283494.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283641.125000 Penalty: 2341.136475
	Iteration 2F: 3 clusters Score -283641.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283720.781250 Penalty: 2341.136475
	Iteration 3Q: 3 clusters Score -283720.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -283769.812500 Penalty: 2341.136475
	Iteration 4Q: 3 clusters Score -283769.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -283800.875000 Penalty: 2341.136475
	Iteration 5Q: 3 clusters Score -283800.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283817.937500 Penalty: 2341.136475
	Iteration 6Q: 3 clusters Score -283817.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283833.156250 Penalty: 2341.136475
	Iteration 7Q: 3 clusters Score -283833.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283846.843750 Penalty: 2341.136475
	Iteration 8Q: 3 clusters Score -283846.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -283856.781250 Penalty: 2341.136475
	Iteration 9Q: 3 clusters Score -283856.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283869.656250 Penalty: 2341.136475
	Iteration 10Q: 3 clusters Score -283869.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -283886.093750 Penalty: 2341.136475
	Iteration 11Q: 3 clusters Score -283886.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -283893.375000 Penalty: 2341.136475
	Iteration 12Q: 3 clusters Score -283893.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -283899.843750 Penalty: 2341.136475
	Iteration 13Q: 3 clusters Score -283899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -283906.625000 Penalty: 2341.136475
	Iteration 14Q: 3 clusters Score -283906.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283911.281250 Penalty: 2341.136475
	Iteration 15Q: 3 clusters Score -283911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283914.781250 Penalty: 2341.136475
	Iteration 16Q: 3 clusters Score -283914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283919.000000 Penalty: 2341.136475
	Iteration 17Q: 3 clusters Score -283919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283923.000000 Penalty: 2341.136475
	Iteration 18Q: 3 clusters Score -283923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283923.812500 Penalty: 2341.136475
	Iteration 19Q: 3 clusters Score -283923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283923.812500 Penalty: 2341.136475
	Iteration 20F: 3 clusters Score -283923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -576954.312500 Penalty: 1271.727783
	Iteration 0F: 2 clusters Score -576954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -573154.500000 Penalty: 2543.455566
	Iteration 0F: 3 clusters Score -573154.5 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -574217.125000 Penalty: 2543.455566
	Iteration 1F: 3 clusters Score -574217.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -574473.500000 Penalty: 2543.455566
	Iteration 2F: 3 clusters Score -574473.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -574603.562500 Penalty: 2543.455566
	Iteration 3F: 3 clusters Score -574603.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -574685.687500 Penalty: 2543.455566
	Iteration 4Q: 3 clusters Score -574685.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -574745.750000 Penalty: 2543.455566
	Iteration 5Q: 3 clusters Score -574745.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -574793.312500 Penalty: 2543.455566
	Iteration 6Q: 3 clusters Score -574793.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -574836.187500 Penalty: 2543.455566
	Iteration 7Q: 3 clusters Score -574836.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -574873.437500 Penalty: 2543.455566
	Iteration 8Q: 3 clusters Score -574873.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -574898.000000 Penalty: 2543.455566
	Iteration 9Q: 3 clusters Score -574898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -574911.250000 Penalty: 2543.455566
	Iteration 10Q: 3 clusters Score -574911.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -574919.562500 Penalty: 2543.455566
	Iteration 11Q: 3 clusters Score -574919.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -574925.937500 Penalty: 2543.455566
	Iteration 12Q: 3 clusters Score -574925.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -574933.375000 Penalty: 2543.455566
	Iteration 13Q: 3 clusters Score -574933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -574939.125000 Penalty: 2543.455566
	Iteration 14Q: 3 clusters Score -574939.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -574941.000000 Penalty: 2543.455566
	Iteration 15Q: 3 clusters Score -574941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -574944.312500 Penalty: 2543.455566
	Iteration 16Q: 3 clusters Score -574944.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -574948.187500 Penalty: 2543.455566
	Iteration 17Q: 3 clusters Score -574948.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -574952.500000 Penalty: 2543.455566
	Iteration 18Q: 3 clusters Score -574952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574958.437500 Penalty: 2543.455566
	Iteration 19Q: 3 clusters Score -574958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -574964.875000 Penalty: 2543.455566
	Iteration 20F: 3 clusters Score -574964.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -574968.187500 Penalty: 2543.455566
	Iteration 21Q: 3 clusters Score -574968.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -574971.625000 Penalty: 2543.455566
	Iteration 22Q: 3 clusters Score -574971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -574974.750000 Penalty: 2543.455566
	Iteration 23Q: 3 clusters Score -574974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -574977.437500 Penalty: 2543.455566
	Iteration 24Q: 3 clusters Score -574977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574978.437500 Penalty: 2543.455566
	Iteration 25Q: 3 clusters Score -574978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574978.687500 Penalty: 2543.455566
	Iteration 26Q: 3 clusters Score -574978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -574979.312500 Penalty: 2543.455566
	Iteration 27Q: 3 clusters Score -574979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -574981.062500 Penalty: 2543.455566
	Iteration 28Q: 3 clusters Score -574981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -574981.750000 Penalty: 2543.455566
	Iteration 29Q: 3 clusters Score -574981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574980.500000 Penalty: 2543.455566
	Iteration 30Q: 3 clusters Score -574980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574981.187500 Penalty: 2543.455566
	Iteration 31Q: 3 clusters Score -574981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574981.250000 Penalty: 2543.455566
	Iteration 32Q: 3 clusters Score -574981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574981.250000 Penalty: 2543.455566
	Iteration 33F: 3 clusters Score -574981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Entering Unmasked Estep 
Score: -1238597.625000 Penalty: 1383.621948
	Iteration 0F: 2 clusters Score -1238598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1231279.750000 Penalty: 2767.243896
	Iteration 0F: 3 clusters Score -1231280 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1233838.500000 Penalty: 2767.243896
	Iteration 1F: 3 clusters Score -1233838 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1234140.750000 Penalty: 2767.243896
	Iteration 2F: 3 clusters Score -1234141 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1234326.625000 Penalty: 2767.243896
	Iteration 3Q: 3 clusters Score -1234327 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1234477.875000 Penalty: 2767.243896
	Iteration 4Q: 3 clusters Score -1234478 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1234602.250000 Penalty: 2767.243896
	Iteration 5Q: 3 clusters Score -1234602 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1234698.750000 Penalty: 2767.243896
	Iteration 6Q: 3 clusters Score -1234699 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1234783.250000 Penalty: 2767.243896
	Iteration 7Q: 3 clusters Score -1234783 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1234892.625000 Penalty: 2767.243896
	Iteration 8Q: 3 clusters Score -1234893 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1234999.000000 Penalty: 2767.243896
	Iteration 9Q: 3 clusters Score -1234999 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1235104.875000 Penalty: 2767.243896
	Iteration 10Q: 3 clusters Score -1235105 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1235207.500000 Penalty: 2767.243896
	Iteration 11Q: 3 clusters Score -1235208 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1235302.500000 Penalty: 2767.243896
	Iteration 12Q: 3 clusters Score -1235302 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1235405.500000 Penalty: 2767.243896
	Iteration 13Q: 3 clusters Score -1235406 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1235526.625000 Penalty: 2767.243896
	Iteration 14Q: 3 clusters Score -1235527 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1235670.625000 Penalty: 2767.243896
	Iteration 15Q: 3 clusters Score -1235671 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1235798.250000 Penalty: 2767.243896
	Iteration 16Q: 3 clusters Score -1235798 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1235945.375000 Penalty: 2767.243896
	Iteration 17Q: 3 clusters Score -1235945 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1236092.375000 Penalty: 2767.243896
	Iteration 18Q: 3 clusters Score -1236092 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1236187.750000 Penalty: 2767.243896
	Iteration 19Q: 3 clusters Score -1236188 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1236260.000000 Penalty: 2767.243896
	Iteration 20F: 3 clusters Score -1236260 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1236315.250000 Penalty: 2767.243896
	Iteration 21Q: 3 clusters Score -1236315 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1236356.875000 Penalty: 2767.243896
	Iteration 22Q: 3 clusters Score -1236357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1236392.625000 Penalty: 2767.243896
	Iteration 23Q: 3 clusters Score -1236393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1236410.500000 Penalty: 2767.243896
	Iteration 24Q: 3 clusters Score -1236410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1236423.500000 Penalty: 2767.243896
	Iteration 25Q: 3 clusters Score -1236424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1236436.625000 Penalty: 2767.243896
	Iteration 26Q: 3 clusters Score -1236437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1236450.125000 Penalty: 2767.243896
	Iteration 27Q: 3 clusters Score -1236450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1236456.625000 Penalty: 2767.243896
	Iteration 28Q: 3 clusters Score -1236457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1236471.000000 Penalty: 2767.243896
	Iteration 29Q: 3 clusters Score -1236471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1236486.875000 Penalty: 2767.243896
	Iteration 30Q: 3 clusters Score -1236487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1236497.500000 Penalty: 2767.243896
	Iteration 31Q: 3 clusters Score -1236498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1236506.875000 Penalty: 2767.243896
	Iteration 32Q: 3 clusters Score -1236507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1236517.250000 Penalty: 2767.243896
	Iteration 33Q: 3 clusters Score -1236517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1236527.625000 Penalty: 2767.243896
	Iteration 34Q: 3 clusters Score -1236528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1236530.875000 Penalty: 2767.243896
	Iteration 35Q: 3 clusters Score -1236531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1236540.875000 Penalty: 2767.243896
	Iteration 36Q: 3 clusters Score -1236541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1236556.500000 Penalty: 2767.243896
	Iteration 37Q: 3 clusters Score -1236556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1236564.000000 Penalty: 2767.243896
	Iteration 38Q: 3 clusters Score -1236564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1236566.875000 Penalty: 2767.243896
	Iteration 39Q: 3 clusters Score -1236567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1236570.625000 Penalty: 2767.243896
	Iteration 40F: 3 clusters Score -1236571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1236576.250000 Penalty: 2767.243896
	Iteration 41Q: 3 clusters Score -1236576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1236579.500000 Penalty: 2767.243896
	Iteration 42Q: 3 clusters Score -1236580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1236582.750000 Penalty: 2767.243896
	Iteration 43Q: 3 clusters Score -1236583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1236582.250000 Penalty: 2767.243896
	Iteration 44Q: 3 clusters Score -1236582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1236587.625000 Penalty: 2767.243896
	Iteration 45Q: 3 clusters Score -1236588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1236588.125000 Penalty: 2767.243896
	Iteration 46Q: 3 clusters Score -1236588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1236590.250000 Penalty: 2767.243896
	Iteration 47Q: 3 clusters Score -1236590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1236593.500000 Penalty: 2767.243896
	Iteration 48Q: 3 clusters Score -1236594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1236594.500000 Penalty: 2767.243896
	Iteration 49Q: 3 clusters Score -1236594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1236593.750000 Penalty: 2767.243896
	Iteration 50Q: 3 clusters Score -1236594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1236597.875000 Penalty: 2767.243896
	Iteration 51Q: 3 clusters Score -1236598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1236605.375000 Penalty: 2767.243896
	Iteration 52Q: 3 clusters Score -1236605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1236606.500000 Penalty: 2767.243896
	Iteration 53Q: 3 clusters Score -1236606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1236607.875000 Penalty: 2767.243896
	Iteration 54Q: 3 clusters Score -1236608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1236607.125000 Penalty: 2767.243896
	Iteration 55Q: 3 clusters Score -1236607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1236610.625000 Penalty: 2767.243896
	Iteration 56Q: 3 clusters Score -1236611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1236611.625000 Penalty: 2767.243896
	Iteration 57Q: 3 clusters Score -1236612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1236615.000000 Penalty: 2767.243896
	Iteration 58Q: 3 clusters Score -1236615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1236617.875000 Penalty: 2767.243896
	Iteration 59Q: 3 clusters Score -1236618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1236615.625000 Penalty: 2767.243896
	Iteration 60F: 3 clusters Score -1236616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1236620.750000 Penalty: 2767.243896
	Iteration 61Q: 3 clusters Score -1236621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1236619.875000 Penalty: 2767.243896
	Iteration 62Q: 3 clusters Score -1236620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1236626.375000 Penalty: 2767.243896
	Iteration 63Q: 3 clusters Score -1236626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1236627.500000 Penalty: 2767.243896
	Iteration 64Q: 3 clusters Score -1236628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1236627.500000 Penalty: 2767.243896
	Iteration 65Q: 3 clusters Score -1236628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1236626.000000 Penalty: 2767.243896
	Iteration 66Q: 3 clusters Score -1236626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1236627.125000 Penalty: 2767.243896
	Iteration 67Q: 3 clusters Score -1236627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1236631.000000 Penalty: 2767.243896
	Iteration 68Q: 3 clusters Score -1236631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1236632.750000 Penalty: 2767.243896
	Iteration 69Q: 3 clusters Score -1236633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1236638.000000 Penalty: 2767.243896
	Iteration 70Q: 3 clusters Score -1236638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1236638.625000 Penalty: 2767.243896
	Iteration 71Q: 3 clusters Score -1236639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1236639.125000 Penalty: 2767.243896
	Iteration 72Q: 3 clusters Score -1236639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1236641.500000 Penalty: 2767.243896
	Iteration 73Q: 3 clusters Score -1236642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1236643.375000 Penalty: 2767.243896
	Iteration 74Q: 3 clusters Score -1236643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1236642.500000 Penalty: 2767.243896
	Iteration 75Q: 3 clusters Score -1236642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1236644.625000 Penalty: 2767.243896
	Iteration 76Q: 3 clusters Score -1236645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1236645.750000 Penalty: 2767.243896
	Iteration 77Q: 3 clusters Score -1236646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1236651.125000 Penalty: 2767.243896
	Iteration 78Q: 3 clusters Score -1236651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1236653.125000 Penalty: 2767.243896
	Iteration 79Q: 3 clusters Score -1236653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1236656.750000 Penalty: 2767.243896
	Iteration 80F: 3 clusters Score -1236657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1236655.875000 Penalty: 2767.243896
	Iteration 81Q: 3 clusters Score -1236656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1236659.125000 Penalty: 2767.243896
	Iteration 82Q: 3 clusters Score -1236659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1236660.500000 Penalty: 2767.243896
	Iteration 83Q: 3 clusters Score -1236660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1236666.000000 Penalty: 2767.243896
	Iteration 84Q: 3 clusters Score -1236666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1236669.500000 Penalty: 2767.243896
	Iteration 85Q: 3 clusters Score -1236670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1236671.375000 Penalty: 2767.243896
	Iteration 86Q: 3 clusters Score -1236671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1236676.125000 Penalty: 2767.243896
	Iteration 87Q: 3 clusters Score -1236676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1236682.500000 Penalty: 2767.243896
	Iteration 88Q: 3 clusters Score -1236682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1236685.125000 Penalty: 2767.243896
	Iteration 89Q: 3 clusters Score -1236685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1236688.250000 Penalty: 2767.243896
	Iteration 90Q: 3 clusters Score -1236688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1236689.750000 Penalty: 2767.243896
	Iteration 91Q: 3 clusters Score -1236690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1236692.750000 Penalty: 2767.243896
	Iteration 92Q: 3 clusters Score -1236693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1236693.125000 Penalty: 2767.243896
	Iteration 93Q: 3 clusters Score -1236693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1236693.625000 Penalty: 2767.243896
	Iteration 94Q: 3 clusters Score -1236694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1236696.500000 Penalty: 2767.243896
	Iteration 95Q: 3 clusters Score -1236696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1236697.250000 Penalty: 2767.243896
	Iteration 96Q: 3 clusters Score -1236697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1236702.625000 Penalty: 2767.243896
	Iteration 97Q: 3 clusters Score -1236703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1236704.375000 Penalty: 2767.243896
	Iteration 98Q: 3 clusters Score -1236704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1236705.875000 Penalty: 2767.243896
	Iteration 99Q: 3 clusters Score -1236706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1236706.250000 Penalty: 2767.243896
	Iteration 100F: 3 clusters Score -1236706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1236705.375000 Penalty: 2767.243896
	Iteration 101Q: 3 clusters Score -1236705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1236708.250000 Penalty: 2767.243896
	Iteration 102Q: 3 clusters Score -1236708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1236710.125000 Penalty: 2767.243896
	Iteration 103Q: 3 clusters Score -1236710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1236711.000000 Penalty: 2767.243896
	Iteration 104Q: 3 clusters Score -1236711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1236716.500000 Penalty: 2767.243896
	Iteration 105Q: 3 clusters Score -1236716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1236716.875000 Penalty: 2767.243896
	Iteration 106Q: 3 clusters Score -1236717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1236720.375000 Penalty: 2767.243896
	Iteration 107Q: 3 clusters Score -1236720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1236724.000000 Penalty: 2767.243896
	Iteration 108Q: 3 clusters Score -1236724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1236723.750000 Penalty: 2767.243896
	Iteration 109Q: 3 clusters Score -1236724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1236727.125000 Penalty: 2767.243896
	Iteration 110Q: 3 clusters Score -1236727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1236728.500000 Penalty: 2767.243896
	Iteration 111Q: 3 clusters Score -1236728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1236730.000000 Penalty: 2767.243896
	Iteration 112Q: 3 clusters Score -1236730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1236730.625000 Penalty: 2767.243896
	Iteration 113Q: 3 clusters Score -1236731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1236733.375000 Penalty: 2767.243896
	Iteration 114Q: 3 clusters Score -1236733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1236733.125000 Penalty: 2767.243896
	Iteration 115Q: 3 clusters Score -1236733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1236732.625000 Penalty: 2767.243896
	Iteration 116Q: 3 clusters Score -1236733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1236732.500000 Penalty: 2767.243896
	Iteration 117Q: 3 clusters Score -1236732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1236730.750000 Penalty: 2767.243896
	Iteration 118Q: 3 clusters Score -1236731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1236731.625000 Penalty: 2767.243896
	Iteration 119Q: 3 clusters Score -1236732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1236733.000000 Penalty: 2767.243896
	Iteration 120F: 3 clusters Score -1236733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1236734.125000 Penalty: 2767.243896
	Iteration 121Q: 3 clusters Score -1236734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1236734.500000 Penalty: 2767.243896
	Iteration 122Q: 3 clusters Score -1236734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1236737.000000 Penalty: 2767.243896
	Iteration 123Q: 3 clusters Score -1236737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1236736.375000 Penalty: 2767.243896
	Iteration 124Q: 3 clusters Score -1236736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1236736.375000 Penalty: 2767.243896
	Iteration 125F: 3 clusters Score -1236736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41059.316406 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -41059.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41206.472656 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41206.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41272.105469 Penalty: 1826.587646
	Iteration 2Q: 3 clusters Score -41272.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41342.039062 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41342.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41362.316406 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41362.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41372.902344 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41382.187500 Penalty: 1826.587646
	Iteration 6Q: 3 clusters Score -41382.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41388.046875 Penalty: 1826.587646
	Iteration 7Q: 3 clusters Score -41388.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41390.710938 Penalty: 1826.587646
	Iteration 8Q: 3 clusters Score -41390.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41391.695312 Penalty: 1826.587646
	Iteration 9Q: 3 clusters Score -41391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41391.695312 Penalty: 1826.587646
	Iteration 10F: 3 clusters Score -41391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -200506.843750 Penalty: 1134.978638
	Iteration 0F: 2 clusters Score -200506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -198616.031250 Penalty: 2269.957275
	Iteration 0F: 3 clusters Score -198616 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -199123.406250 Penalty: 2269.957275
	Iteration 1F: 3 clusters Score -199123.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -199294.937500 Penalty: 2269.957275
	Iteration 2F: 3 clusters Score -199294.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199410.250000 Penalty: 2269.957275
	Iteration 3F: 3 clusters Score -199410.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -199533.140625 Penalty: 2269.957275
	Iteration 4Q: 3 clusters Score -199533.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -199620.000000 Penalty: 2269.957275
	Iteration 5Q: 3 clusters Score -199620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -199697.718750 Penalty: 2269.957275
	Iteration 6Q: 3 clusters Score -199697.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -199751.140625 Penalty: 2269.957275
	Iteration 7Q: 3 clusters Score -199751.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -199800.968750 Penalty: 2269.957275
	Iteration 8Q: 3 clusters Score -199801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -199851.750000 Penalty: 2269.957275
	Iteration 9Q: 3 clusters Score -199851.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -199893.390625 Penalty: 2269.957275
	Iteration 10Q: 3 clusters Score -199893.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -199940.406250 Penalty: 2269.957275
	Iteration 11Q: 3 clusters Score -199940.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -199977.343750 Penalty: 2269.957275
	Iteration 12Q: 3 clusters Score -199977.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -200005.187500 Penalty: 2269.957275
	Iteration 13Q: 3 clusters Score -200005.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -200037.093750 Penalty: 2269.957275
	Iteration 14Q: 3 clusters Score -200037.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200065.468750 Penalty: 2269.957275
	Iteration 15Q: 3 clusters Score -200065.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -200087.203125 Penalty: 2269.957275
	Iteration 16Q: 3 clusters Score -200087.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -200109.140625 Penalty: 2269.957275
	Iteration 17Q: 3 clusters Score -200109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -200123.296875 Penalty: 2269.957275
	Iteration 18Q: 3 clusters Score -200123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -200129.156250 Penalty: 2269.957275
	Iteration 19Q: 3 clusters Score -200129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -200133.390625 Penalty: 2269.957275
	Iteration 20F: 3 clusters Score -200133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -200137.781250 Penalty: 2269.957275
	Iteration 21Q: 3 clusters Score -200137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -200139.406250 Penalty: 2269.957275
	Iteration 22Q: 3 clusters Score -200139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -200142.625000 Penalty: 2269.957275
	Iteration 23Q: 3 clusters Score -200142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -200144.031250 Penalty: 2269.957275
	Iteration 24Q: 3 clusters Score -200144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -200146.187500 Penalty: 2269.957275
	Iteration 25Q: 3 clusters Score -200146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -200146.187500 Penalty: 2269.957275
	Iteration 26F: 3 clusters Score -200146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (24916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Entering Unmasked Estep 
Score: -2840669.000000 Penalty: 1506.341919
	Iteration 0F: 2 clusters Score -2840669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2824466.750000 Penalty: 3012.683838
	Iteration 0F: 3 clusters Score -2824467 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2830314.000000 Penalty: 3012.683838
	Iteration 1F: 3 clusters Score -2830314 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2830770.500000 Penalty: 3012.683838
	Iteration 2F: 3 clusters Score -2830770 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2831180.750000 Penalty: 3012.683838
	Iteration 3Q: 3 clusters Score -2831181 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2831560.750000 Penalty: 3012.683838
	Iteration 4Q: 3 clusters Score -2831561 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2831948.250000 Penalty: 3012.683838
	Iteration 5Q: 3 clusters Score -2831948 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2832363.500000 Penalty: 3012.683838
	Iteration 6Q: 3 clusters Score -2832364 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2832817.750000 Penalty: 3012.683838
	Iteration 7Q: 3 clusters Score -2832818 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2833277.250000 Penalty: 3012.683838
	Iteration 8Q: 3 clusters Score -2833277 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2833797.000000 Penalty: 3012.683838
	Iteration 9Q: 3 clusters Score -2833797 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2834312.750000 Penalty: 3012.683838
	Iteration 10Q: 3 clusters Score -2834313 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2834831.000000 Penalty: 3012.683838
	Iteration 11Q: 3 clusters Score -2834831 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2835272.000000 Penalty: 3012.683838
	Iteration 12Q: 3 clusters Score -2835272 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2835647.000000 Penalty: 3012.683838
	Iteration 13Q: 3 clusters Score -2835647 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2835880.750000 Penalty: 3012.683838
	Iteration 14Q: 3 clusters Score -2835881 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2836031.500000 Penalty: 3012.683838
	Iteration 15Q: 3 clusters Score -2836032 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2836145.500000 Penalty: 3012.683838
	Iteration 16Q: 3 clusters Score -2836146 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2836271.000000 Penalty: 3012.683838
	Iteration 17Q: 3 clusters Score -2836271 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2836397.000000 Penalty: 3012.683838
	Iteration 18Q: 3 clusters Score -2836397 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2836537.250000 Penalty: 3012.683838
	Iteration 19Q: 3 clusters Score -2836537 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2836713.250000 Penalty: 3012.683838
	Iteration 20F: 3 clusters Score -2836713 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2836871.750000 Penalty: 3012.683838
	Iteration 21Q: 3 clusters Score -2836872 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2837031.500000 Penalty: 3012.683838
	Iteration 22Q: 3 clusters Score -2837032 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2837195.000000 Penalty: 3012.683838
	Iteration 23Q: 3 clusters Score -2837195 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2837370.750000 Penalty: 3012.683838
	Iteration 24Q: 3 clusters Score -2837371 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2837550.500000 Penalty: 3012.683838
	Iteration 25Q: 3 clusters Score -2837550 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2837729.000000 Penalty: 3012.683838
	Iteration 26Q: 3 clusters Score -2837729 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2837905.500000 Penalty: 3012.683838
	Iteration 27Q: 3 clusters Score -2837906 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2838120.500000 Penalty: 3012.683838
	Iteration 28Q: 3 clusters Score -2838120 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2838298.250000 Penalty: 3012.683838
	Iteration 29Q: 3 clusters Score -2838298 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2838470.750000 Penalty: 3012.683838
	Iteration 30Q: 3 clusters Score -2838471 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2838642.500000 Penalty: 3012.683838
	Iteration 31Q: 3 clusters Score -2838642 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2838799.250000 Penalty: 3012.683838
	Iteration 32Q: 3 clusters Score -2838799 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2838929.750000 Penalty: 3012.683838
	Iteration 33Q: 3 clusters Score -2838930 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2839048.000000 Penalty: 3012.683838
	Iteration 34Q: 3 clusters Score -2839048 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2839155.000000 Penalty: 3012.683838
	Iteration 35Q: 3 clusters Score -2839155 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2839255.000000 Penalty: 3012.683838
	Iteration 36Q: 3 clusters Score -2839255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2839341.750000 Penalty: 3012.683838
	Iteration 37Q: 3 clusters Score -2839342 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2839412.000000 Penalty: 3012.683838
	Iteration 38Q: 3 clusters Score -2839412 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2839495.000000 Penalty: 3012.683838
	Iteration 39Q: 3 clusters Score -2839495 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2839541.000000 Penalty: 3012.683838
	Iteration 40F: 3 clusters Score -2839541 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2839581.250000 Penalty: 3012.683838
	Iteration 41Q: 3 clusters Score -2839581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2839635.750000 Penalty: 3012.683838
	Iteration 42Q: 3 clusters Score -2839636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2839671.250000 Penalty: 3012.683838
	Iteration 43Q: 3 clusters Score -2839671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2839701.500000 Penalty: 3012.683838
	Iteration 44Q: 3 clusters Score -2839702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2839732.750000 Penalty: 3012.683838
	Iteration 45Q: 3 clusters Score -2839733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2839746.500000 Penalty: 3012.683838
	Iteration 46Q: 3 clusters Score -2839746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2839750.750000 Penalty: 3012.683838
	Iteration 47Q: 3 clusters Score -2839751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2839769.500000 Penalty: 3012.683838
	Iteration 48Q: 3 clusters Score -2839770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2839770.750000 Penalty: 3012.683838
	Iteration 49Q: 3 clusters Score -2839771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2839776.000000 Penalty: 3012.683838
	Iteration 50Q: 3 clusters Score -2839776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2839780.500000 Penalty: 3012.683838
	Iteration 51Q: 3 clusters Score -2839780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2839780.750000 Penalty: 3012.683838
	Iteration 52Q: 3 clusters Score -2839781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2839793.250000 Penalty: 3012.683838
	Iteration 53Q: 3 clusters Score -2839793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2839795.500000 Penalty: 3012.683838
	Iteration 54Q: 3 clusters Score -2839796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2839794.250000 Penalty: 3012.683838
	Iteration 55Q: 3 clusters Score -2839794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2839793.500000 Penalty: 3012.683838
	Iteration 56Q: 3 clusters Score -2839794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2839797.750000 Penalty: 3012.683838
	Iteration 57Q: 3 clusters Score -2839798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2839804.000000 Penalty: 3012.683838
	Iteration 58Q: 3 clusters Score -2839804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2839802.000000 Penalty: 3012.683838
	Iteration 59Q: 3 clusters Score -2839802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2839804.250000 Penalty: 3012.683838
	Iteration 60F: 3 clusters Score -2839804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2839805.750000 Penalty: 3012.683838
	Iteration 61Q: 3 clusters Score -2839806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2839804.000000 Penalty: 3012.683838
	Iteration 62Q: 3 clusters Score -2839804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2839806.000000 Penalty: 3012.683838
	Iteration 63Q: 3 clusters Score -2839806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2839806.500000 Penalty: 3012.683838
	Iteration 64Q: 3 clusters Score -2839806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2839812.250000 Penalty: 3012.683838
	Iteration 65Q: 3 clusters Score -2839812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2839812.250000 Penalty: 3012.683838
	Iteration 66Q: 3 clusters Score -2839812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2839819.000000 Penalty: 3012.683838
	Iteration 67Q: 3 clusters Score -2839819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2839820.250000 Penalty: 3012.683838
	Iteration 68Q: 3 clusters Score -2839820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -2839818.500000 Penalty: 3012.683838
	Iteration 69Q: 3 clusters Score -2839818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2839818.500000 Penalty: 3012.683838
	Iteration 70Q: 3 clusters Score -2839818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2839820.750000 Penalty: 3012.683838
	Iteration 71Q: 3 clusters Score -2839821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2839820.500000 Penalty: 3012.683838
	Iteration 72Q: 3 clusters Score -2839820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2839820.500000 Penalty: 3012.683838
	Iteration 73F: 3 clusters Score -2839820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -701129.812500 Penalty: 1303.508789
	Iteration 0F: 2 clusters Score -701129.8 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 3172 members 
Entering Unmasked Estep 
Score: -696640.375000 Penalty: 2607.017578
	Iteration 0F: 3 clusters Score -696640.4 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -698029.875000 Penalty: 2607.017578
	Iteration 1F: 3 clusters Score -698029.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -698268.562500 Penalty: 2607.017578
	Iteration 2F: 3 clusters Score -698268.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -698396.375000 Penalty: 2607.017578
	Iteration 3Q: 3 clusters Score -698396.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -698478.750000 Penalty: 2607.017578
	Iteration 4Q: 3 clusters Score -698478.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -698530.000000 Penalty: 2607.017578
	Iteration 5Q: 3 clusters Score -698530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -698564.687500 Penalty: 2607.017578
	Iteration 6Q: 3 clusters Score -698564.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -698601.375000 Penalty: 2607.017578
	Iteration 7Q: 3 clusters Score -698601.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -698634.500000 Penalty: 2607.017578
	Iteration 8Q: 3 clusters Score -698634.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -698665.375000 Penalty: 2607.017578
	Iteration 9Q: 3 clusters Score -698665.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -698698.625000 Penalty: 2607.017578
	Iteration 10Q: 3 clusters Score -698698.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -698720.250000 Penalty: 2607.017578
	Iteration 11Q: 3 clusters Score -698720.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -698745.437500 Penalty: 2607.017578
	Iteration 12Q: 3 clusters Score -698745.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -698773.687500 Penalty: 2607.017578
	Iteration 13Q: 3 clusters Score -698773.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -698804.437500 Penalty: 2607.017578
	Iteration 14Q: 3 clusters Score -698804.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -698832.750000 Penalty: 2607.017578
	Iteration 15Q: 3 clusters Score -698832.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -698854.687500 Penalty: 2607.017578
	Iteration 16Q: 3 clusters Score -698854.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -698871.062500 Penalty: 2607.017578
	Iteration 17Q: 3 clusters Score -698871.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -698886.187500 Penalty: 2607.017578
	Iteration 18Q: 3 clusters Score -698886.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -698899.187500 Penalty: 2607.017578
	Iteration 19Q: 3 clusters Score -698899.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -698915.187500 Penalty: 2607.017578
	Iteration 20F: 3 clusters Score -698915.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -698932.250000 Penalty: 2607.017578
	Iteration 21Q: 3 clusters Score -698932.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -698951.812500 Penalty: 2607.017578
	Iteration 22Q: 3 clusters Score -698951.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -698967.000000 Penalty: 2607.017578
	Iteration 23Q: 3 clusters Score -698967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -698983.750000 Penalty: 2607.017578
	Iteration 24Q: 3 clusters Score -698983.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -698995.625000 Penalty: 2607.017578
	Iteration 25Q: 3 clusters Score -698995.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -699005.500000 Penalty: 2607.017578
	Iteration 26Q: 3 clusters Score -699005.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -699016.250000 Penalty: 2607.017578
	Iteration 27Q: 3 clusters Score -699016.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -699028.562500 Penalty: 2607.017578
	Iteration 28Q: 3 clusters Score -699028.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -699042.312500 Penalty: 2607.017578
	Iteration 29Q: 3 clusters Score -699042.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -699052.937500 Penalty: 2607.017578
	Iteration 30Q: 3 clusters Score -699052.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -699067.312500 Penalty: 2607.017578
	Iteration 31Q: 3 clusters Score -699067.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -699078.937500 Penalty: 2607.017578
	Iteration 32Q: 3 clusters Score -699078.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -699093.750000 Penalty: 2607.017578
	Iteration 33Q: 3 clusters Score -699093.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -699107.437500 Penalty: 2607.017578
	Iteration 34Q: 3 clusters Score -699107.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -699123.875000 Penalty: 2607.017578
	Iteration 35Q: 3 clusters Score -699123.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -699144.687500 Penalty: 2607.017578
	Iteration 36Q: 3 clusters Score -699144.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -699161.812500 Penalty: 2607.017578
	Iteration 37Q: 3 clusters Score -699161.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -699179.562500 Penalty: 2607.017578
	Iteration 38Q: 3 clusters Score -699179.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -699192.562500 Penalty: 2607.017578
	Iteration 39Q: 3 clusters Score -699192.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -699205.687500 Penalty: 2607.017578
	Iteration 40F: 3 clusters Score -699205.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -699220.187500 Penalty: 2607.017578
	Iteration 41Q: 3 clusters Score -699220.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -699235.937500 Penalty: 2607.017578
	Iteration 42Q: 3 clusters Score -699235.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -699248.125000 Penalty: 2607.017578
	Iteration 43Q: 3 clusters Score -699248.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -699260.500000 Penalty: 2607.017578
	Iteration 44Q: 3 clusters Score -699260.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -699274.625000 Penalty: 2607.017578
	Iteration 45Q: 3 clusters Score -699274.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -699291.125000 Penalty: 2607.017578
	Iteration 46Q: 3 clusters Score -699291.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -699311.875000 Penalty: 2607.017578
	Iteration 47Q: 3 clusters Score -699311.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -699339.125000 Penalty: 2607.017578
	Iteration 48Q: 3 clusters Score -699339.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -699365.312500 Penalty: 2607.017578
	Iteration 49Q: 3 clusters Score -699365.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -699391.750000 Penalty: 2607.017578
	Iteration 50Q: 3 clusters Score -699391.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -699410.562500 Penalty: 2607.017578
	Iteration 51Q: 3 clusters Score -699410.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -699431.312500 Penalty: 2607.017578
	Iteration 52Q: 3 clusters Score -699431.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -699457.812500 Penalty: 2607.017578
	Iteration 53Q: 3 clusters Score -699457.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -699483.812500 Penalty: 2607.017578
	Iteration 54Q: 3 clusters Score -699483.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -699512.375000 Penalty: 2607.017578
	Iteration 55Q: 3 clusters Score -699512.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -699538.875000 Penalty: 2607.017578
	Iteration 56Q: 3 clusters Score -699538.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -699565.562500 Penalty: 2607.017578
	Iteration 57Q: 3 clusters Score -699565.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -699586.562500 Penalty: 2607.017578
	Iteration 58Q: 3 clusters Score -699586.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -699606.687500 Penalty: 2607.017578
	Iteration 59Q: 3 clusters Score -699606.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -699628.500000 Penalty: 2607.017578
	Iteration 60F: 3 clusters Score -699628.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -699644.125000 Penalty: 2607.017578
	Iteration 61Q: 3 clusters Score -699644.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -699666.687500 Penalty: 2607.017578
	Iteration 62Q: 3 clusters Score -699666.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -699686.875000 Penalty: 2607.017578
	Iteration 63Q: 3 clusters Score -699686.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -699698.312500 Penalty: 2607.017578
	Iteration 64Q: 3 clusters Score -699698.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -699710.062500 Penalty: 2607.017578
	Iteration 65Q: 3 clusters Score -699710.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -699719.562500 Penalty: 2607.017578
	Iteration 66Q: 3 clusters Score -699719.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -699727.250000 Penalty: 2607.017578
	Iteration 67Q: 3 clusters Score -699727.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -699736.125000 Penalty: 2607.017578
	Iteration 68Q: 3 clusters Score -699736.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -699748.187500 Penalty: 2607.017578
	Iteration 69Q: 3 clusters Score -699748.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -699756.000000 Penalty: 2607.017578
	Iteration 70Q: 3 clusters Score -699756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -699762.062500 Penalty: 2607.017578
	Iteration 71Q: 3 clusters Score -699762.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -699769.125000 Penalty: 2607.017578
	Iteration 72Q: 3 clusters Score -699769.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -699773.125000 Penalty: 2607.017578
	Iteration 73Q: 3 clusters Score -699773.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -699778.437500 Penalty: 2607.017578
	Iteration 74Q: 3 clusters Score -699778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -699782.625000 Penalty: 2607.017578
	Iteration 75Q: 3 clusters Score -699782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -699785.625000 Penalty: 2607.017578
	Iteration 76Q: 3 clusters Score -699785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -699791.375000 Penalty: 2607.017578
	Iteration 77Q: 3 clusters Score -699791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -699796.562500 Penalty: 2607.017578
	Iteration 78Q: 3 clusters Score -699796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -699797.187500 Penalty: 2607.017578
	Iteration 79Q: 3 clusters Score -699797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -699802.250000 Penalty: 2607.017578
	Iteration 80F: 3 clusters Score -699802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -699803.625000 Penalty: 2607.017578
	Iteration 81Q: 3 clusters Score -699803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -699809.625000 Penalty: 2607.017578
	Iteration 82Q: 3 clusters Score -699809.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -699814.500000 Penalty: 2607.017578
	Iteration 83Q: 3 clusters Score -699814.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -699821.500000 Penalty: 2607.017578
	Iteration 84Q: 3 clusters Score -699821.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -699828.562500 Penalty: 2607.017578
	Iteration 85Q: 3 clusters Score -699828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -699833.812500 Penalty: 2607.017578
	Iteration 86Q: 3 clusters Score -699833.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -699840.937500 Penalty: 2607.017578
	Iteration 87Q: 3 clusters Score -699840.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -699844.812500 Penalty: 2607.017578
	Iteration 88Q: 3 clusters Score -699844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -699847.937500 Penalty: 2607.017578
	Iteration 89Q: 3 clusters Score -699847.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -699848.937500 Penalty: 2607.017578
	Iteration 90Q: 3 clusters Score -699848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -699851.187500 Penalty: 2607.017578
	Iteration 91Q: 3 clusters Score -699851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -699853.562500 Penalty: 2607.017578
	Iteration 92Q: 3 clusters Score -699853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -699854.437500 Penalty: 2607.017578
	Iteration 93Q: 3 clusters Score -699854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -699855.062500 Penalty: 2607.017578
	Iteration 94Q: 3 clusters Score -699855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -699855.062500 Penalty: 2607.017578
	Iteration 95F: 3 clusters Score -699855.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Entering Unmasked Estep 
Score: -1426687.750000 Penalty: 1401.108643
	Iteration 0F: 2 clusters Score -1426688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1418439.375000 Penalty: 2802.217285
	Iteration 0F: 3 clusters Score -1418439 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1421170.375000 Penalty: 2802.217285
	Iteration 1F: 3 clusters Score -1421170 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1421491.000000 Penalty: 2802.217285
	Iteration 2F: 3 clusters Score -1421491 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1421706.250000 Penalty: 2802.217285
	Iteration 3Q: 3 clusters Score -1421706 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1421866.375000 Penalty: 2802.217285
	Iteration 4Q: 3 clusters Score -1421866 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1422017.375000 Penalty: 2802.217285
	Iteration 5Q: 3 clusters Score -1422017 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1422144.250000 Penalty: 2802.217285
	Iteration 6Q: 3 clusters Score -1422144 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1422261.125000 Penalty: 2802.217285
	Iteration 7Q: 3 clusters Score -1422261 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1422359.625000 Penalty: 2802.217285
	Iteration 8Q: 3 clusters Score -1422360 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1422455.875000 Penalty: 2802.217285
	Iteration 9Q: 3 clusters Score -1422456 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1422574.125000 Penalty: 2802.217285
	Iteration 10Q: 3 clusters Score -1422574 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1422734.625000 Penalty: 2802.217285
	Iteration 11Q: 3 clusters Score -1422735 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1422924.625000 Penalty: 2802.217285
	Iteration 12Q: 3 clusters Score -1422925 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1423187.625000 Penalty: 2802.217285
	Iteration 13Q: 3 clusters Score -1423188 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1423483.500000 Penalty: 2802.217285
	Iteration 14Q: 3 clusters Score -1423484 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1423796.000000 Penalty: 2802.217285
	Iteration 15Q: 3 clusters Score -1423796 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1424130.000000 Penalty: 2802.217285
	Iteration 16Q: 3 clusters Score -1424130 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1424450.625000 Penalty: 2802.217285
	Iteration 17Q: 3 clusters Score -1424451 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1424747.875000 Penalty: 2802.217285
	Iteration 18Q: 3 clusters Score -1424748 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1424976.250000 Penalty: 2802.217285
	Iteration 19Q: 3 clusters Score -1424976 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1425171.375000 Penalty: 2802.217285
	Iteration 20F: 3 clusters Score -1425171 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1425293.625000 Penalty: 2802.217285
	Iteration 21Q: 3 clusters Score -1425294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1425391.625000 Penalty: 2802.217285
	Iteration 22Q: 3 clusters Score -1425392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1425462.375000 Penalty: 2802.217285
	Iteration 23Q: 3 clusters Score -1425462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1425509.500000 Penalty: 2802.217285
	Iteration 24Q: 3 clusters Score -1425510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1425542.500000 Penalty: 2802.217285
	Iteration 25Q: 3 clusters Score -1425542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1425569.500000 Penalty: 2802.217285
	Iteration 26Q: 3 clusters Score -1425570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1425602.000000 Penalty: 2802.217285
	Iteration 27Q: 3 clusters Score -1425602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1425626.250000 Penalty: 2802.217285
	Iteration 28Q: 3 clusters Score -1425626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1425651.625000 Penalty: 2802.217285
	Iteration 29Q: 3 clusters Score -1425652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1425673.875000 Penalty: 2802.217285
	Iteration 30Q: 3 clusters Score -1425674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1425696.875000 Penalty: 2802.217285
	Iteration 31Q: 3 clusters Score -1425697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1425705.125000 Penalty: 2802.217285
	Iteration 32Q: 3 clusters Score -1425705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1425713.125000 Penalty: 2802.217285
	Iteration 33Q: 3 clusters Score -1425713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1425716.000000 Penalty: 2802.217285
	Iteration 34Q: 3 clusters Score -1425716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1425722.875000 Penalty: 2802.217285
	Iteration 35Q: 3 clusters Score -1425723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1425727.000000 Penalty: 2802.217285
	Iteration 36Q: 3 clusters Score -1425727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1425729.125000 Penalty: 2802.217285
	Iteration 37Q: 3 clusters Score -1425729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1425733.000000 Penalty: 2802.217285
	Iteration 38Q: 3 clusters Score -1425733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1425738.375000 Penalty: 2802.217285
	Iteration 39Q: 3 clusters Score -1425738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1425743.625000 Penalty: 2802.217285
	Iteration 40F: 3 clusters Score -1425744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1425742.375000 Penalty: 2802.217285
	Iteration 41Q: 3 clusters Score -1425742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1425745.875000 Penalty: 2802.217285
	Iteration 42Q: 3 clusters Score -1425746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1425745.375000 Penalty: 2802.217285
	Iteration 43Q: 3 clusters Score -1425745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1425748.625000 Penalty: 2802.217285
	Iteration 44Q: 3 clusters Score -1425749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1425751.250000 Penalty: 2802.217285
	Iteration 45Q: 3 clusters Score -1425751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1425751.625000 Penalty: 2802.217285
	Iteration 46Q: 3 clusters Score -1425752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1425749.750000 Penalty: 2802.217285
	Iteration 47Q: 3 clusters Score -1425750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1425750.375000 Penalty: 2802.217285
	Iteration 48Q: 3 clusters Score -1425750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1425754.750000 Penalty: 2802.217285
	Iteration 49Q: 3 clusters Score -1425755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1425753.000000 Penalty: 2802.217285
	Iteration 50Q: 3 clusters Score -1425753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1425758.250000 Penalty: 2802.217285
	Iteration 51Q: 3 clusters Score -1425758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1425762.375000 Penalty: 2802.217285
	Iteration 52Q: 3 clusters Score -1425762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1425762.375000 Penalty: 2802.217285
	Iteration 53Q: 3 clusters Score -1425762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1425763.375000 Penalty: 2802.217285
	Iteration 54Q: 3 clusters Score -1425763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1425763.125000 Penalty: 2802.217285
	Iteration 55Q: 3 clusters Score -1425763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1425764.000000 Penalty: 2802.217285
	Iteration 56Q: 3 clusters Score -1425764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1425765.000000 Penalty: 2802.217285
	Iteration 57Q: 3 clusters Score -1425765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1425770.125000 Penalty: 2802.217285
	Iteration 58Q: 3 clusters Score -1425770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1425772.750000 Penalty: 2802.217285
	Iteration 59Q: 3 clusters Score -1425773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1425772.500000 Penalty: 2802.217285
	Iteration 60F: 3 clusters Score -1425772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1425777.375000 Penalty: 2802.217285
	Iteration 61Q: 3 clusters Score -1425777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1425778.250000 Penalty: 2802.217285
	Iteration 62Q: 3 clusters Score -1425778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1425777.875000 Penalty: 2802.217285
	Iteration 63Q: 3 clusters Score -1425778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1425779.750000 Penalty: 2802.217285
	Iteration 64Q: 3 clusters Score -1425780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1425785.500000 Penalty: 2802.217285
	Iteration 65Q: 3 clusters Score -1425786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1425787.875000 Penalty: 2802.217285
	Iteration 66Q: 3 clusters Score -1425788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1425787.125000 Penalty: 2802.217285
	Iteration 67Q: 3 clusters Score -1425787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1425788.000000 Penalty: 2802.217285
	Iteration 68Q: 3 clusters Score -1425788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1425790.125000 Penalty: 2802.217285
	Iteration 69Q: 3 clusters Score -1425790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1425790.875000 Penalty: 2802.217285
	Iteration 70Q: 3 clusters Score -1425791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1425790.375000 Penalty: 2802.217285
	Iteration 71Q: 3 clusters Score -1425790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1425790.375000 Penalty: 2802.217285
	Iteration 72F: 3 clusters Score -1425790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17902.421875 Penalty: 843.164307
	Iteration 0F: 2 clusters Score -17902.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17225.488281 Penalty: 1686.328613
	Iteration 0F: 3 clusters Score -17225.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17423.669922 Penalty: 1686.328613
	Iteration 1F: 3 clusters Score -17423.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17480.664062 Penalty: 1686.328613
	Iteration 2Q: 3 clusters Score -17480.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17530.410156 Penalty: 1686.328613
	Iteration 3Q: 3 clusters Score -17530.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17538.642578 Penalty: 1686.328613
	Iteration 4Q: 3 clusters Score -17538.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17546.703125 Penalty: 1686.328613
	Iteration 5Q: 3 clusters Score -17546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17560.230469 Penalty: 1686.328613
	Iteration 6Q: 3 clusters Score -17560.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17560.230469 Penalty: 1686.328613
	Iteration 7F: 3 clusters Score -17560.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Entering Unmasked Estep 
Score: -3490792.000000 Penalty: 1540.246460
	Iteration 0F: 2 clusters Score -3490792 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 15636 members 
Entering Unmasked Estep 
Score: -3470229.000000 Penalty: 3080.492920
	Iteration 0F: 3 clusters Score -3470229 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3478015.750000 Penalty: 3080.492920
	Iteration 1F: 3 clusters Score -3478016 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3478592.250000 Penalty: 3080.492920
	Iteration 2F: 3 clusters Score -3478592 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3479122.000000 Penalty: 3080.492920
	Iteration 3Q: 3 clusters Score -3479122 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3479640.000000 Penalty: 3080.492920
	Iteration 4Q: 3 clusters Score -3479640 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3480250.500000 Penalty: 3080.492920
	Iteration 5Q: 3 clusters Score -3480250 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3480891.750000 Penalty: 3080.492920
	Iteration 6Q: 3 clusters Score -3480892 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3481622.750000 Penalty: 3080.492920
	Iteration 7Q: 3 clusters Score -3481623 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3482450.000000 Penalty: 3080.492920
	Iteration 8Q: 3 clusters Score -3482450 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3483312.000000 Penalty: 3080.492920
	Iteration 9Q: 3 clusters Score -3483312 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3484144.250000 Penalty: 3080.492920
	Iteration 10Q: 3 clusters Score -3484144 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3484964.500000 Penalty: 3080.492920
	Iteration 11Q: 3 clusters Score -3484964 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3485600.750000 Penalty: 3080.492920
	Iteration 12Q: 3 clusters Score -3485601 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3486040.750000 Penalty: 3080.492920
	Iteration 13Q: 3 clusters Score -3486041 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3486310.750000 Penalty: 3080.492920
	Iteration 14Q: 3 clusters Score -3486311 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3486526.000000 Penalty: 3080.492920
	Iteration 15Q: 3 clusters Score -3486526 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3486697.000000 Penalty: 3080.492920
	Iteration 16Q: 3 clusters Score -3486697 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3486845.750000 Penalty: 3080.492920
	Iteration 17Q: 3 clusters Score -3486846 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3486955.000000 Penalty: 3080.492920
	Iteration 18Q: 3 clusters Score -3486955 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3487073.000000 Penalty: 3080.492920
	Iteration 19Q: 3 clusters Score -3487073 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3487163.000000 Penalty: 3080.492920
	Iteration 20F: 3 clusters Score -3487163 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3487263.750000 Penalty: 3080.492920
	Iteration 21Q: 3 clusters Score -3487264 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3487342.000000 Penalty: 3080.492920
	Iteration 22Q: 3 clusters Score -3487342 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3487448.500000 Penalty: 3080.492920
	Iteration 23Q: 3 clusters Score -3487448 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3487527.750000 Penalty: 3080.492920
	Iteration 24Q: 3 clusters Score -3487528 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3487612.000000 Penalty: 3080.492920
	Iteration 25Q: 3 clusters Score -3487612 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3487722.250000 Penalty: 3080.492920
	Iteration 26Q: 3 clusters Score -3487722 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3487812.000000 Penalty: 3080.492920
	Iteration 27Q: 3 clusters Score -3487812 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3487886.000000 Penalty: 3080.492920
	Iteration 28Q: 3 clusters Score -3487886 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3487972.250000 Penalty: 3080.492920
	Iteration 29Q: 3 clusters Score -3487972 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3488044.250000 Penalty: 3080.492920
	Iteration 30Q: 3 clusters Score -3488044 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3488118.250000 Penalty: 3080.492920
	Iteration 31Q: 3 clusters Score -3488118 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3488213.500000 Penalty: 3080.492920
	Iteration 32Q: 3 clusters Score -3488214 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3488304.000000 Penalty: 3080.492920
	Iteration 33Q: 3 clusters Score -3488304 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3488366.250000 Penalty: 3080.492920
	Iteration 34Q: 3 clusters Score -3488366 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3488438.250000 Penalty: 3080.492920
	Iteration 35Q: 3 clusters Score -3488438 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3488500.250000 Penalty: 3080.492920
	Iteration 36Q: 3 clusters Score -3488500 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3488560.500000 Penalty: 3080.492920
	Iteration 37Q: 3 clusters Score -3488560 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3488616.250000 Penalty: 3080.492920
	Iteration 38Q: 3 clusters Score -3488616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3488673.500000 Penalty: 3080.492920
	Iteration 39Q: 3 clusters Score -3488674 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3488724.250000 Penalty: 3080.492920
	Iteration 40F: 3 clusters Score -3488724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3488786.000000 Penalty: 3080.492920
	Iteration 41Q: 3 clusters Score -3488786 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3488825.500000 Penalty: 3080.492920
	Iteration 42Q: 3 clusters Score -3488826 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3488867.000000 Penalty: 3080.492920
	Iteration 43Q: 3 clusters Score -3488867 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3488919.750000 Penalty: 3080.492920
	Iteration 44Q: 3 clusters Score -3488920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3488976.500000 Penalty: 3080.492920
	Iteration 45Q: 3 clusters Score -3488976 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3489025.000000 Penalty: 3080.492920
	Iteration 46Q: 3 clusters Score -3489025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3489059.000000 Penalty: 3080.492920
	Iteration 47Q: 3 clusters Score -3489059 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3489090.500000 Penalty: 3080.492920
	Iteration 48Q: 3 clusters Score -3489090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3489139.750000 Penalty: 3080.492920
	Iteration 49Q: 3 clusters Score -3489140 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3489199.750000 Penalty: 3080.492920
	Iteration 50Q: 3 clusters Score -3489200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3489233.000000 Penalty: 3080.492920
	Iteration 51Q: 3 clusters Score -3489233 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3489259.250000 Penalty: 3080.492920
	Iteration 52Q: 3 clusters Score -3489259 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3489293.750000 Penalty: 3080.492920
	Iteration 53Q: 3 clusters Score -3489294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3489318.000000 Penalty: 3080.492920
	Iteration 54Q: 3 clusters Score -3489318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3489354.250000 Penalty: 3080.492920
	Iteration 55Q: 3 clusters Score -3489354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3489365.250000 Penalty: 3080.492920
	Iteration 56Q: 3 clusters Score -3489365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3489392.500000 Penalty: 3080.492920
	Iteration 57Q: 3 clusters Score -3489392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3489407.250000 Penalty: 3080.492920
	Iteration 58Q: 3 clusters Score -3489407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3489423.500000 Penalty: 3080.492920
	Iteration 59Q: 3 clusters Score -3489424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3489439.750000 Penalty: 3080.492920
	Iteration 60F: 3 clusters Score -3489440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3489451.500000 Penalty: 3080.492920
	Iteration 61Q: 3 clusters Score -3489452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3489471.500000 Penalty: 3080.492920
	Iteration 62Q: 3 clusters Score -3489472 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3489484.750000 Penalty: 3080.492920
	Iteration 63Q: 3 clusters Score -3489485 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3489487.000000 Penalty: 3080.492920
	Iteration 64Q: 3 clusters Score -3489487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3489487.000000 Penalty: 3080.492920
	Iteration 65Q: 3 clusters Score -3489487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3489486.750000 Penalty: 3080.492920
	Iteration 66Q: 3 clusters Score -3489487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -3489495.500000 Penalty: 3080.492920
	Iteration 67Q: 3 clusters Score -3489496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3489507.000000 Penalty: 3080.492920
	Iteration 68Q: 3 clusters Score -3489507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3489522.750000 Penalty: 3080.492920
	Iteration 69Q: 3 clusters Score -3489523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3489525.750000 Penalty: 3080.492920
	Iteration 70Q: 3 clusters Score -3489526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3489537.250000 Penalty: 3080.492920
	Iteration 71Q: 3 clusters Score -3489537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3489552.500000 Penalty: 3080.492920
	Iteration 72Q: 3 clusters Score -3489552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3489571.500000 Penalty: 3080.492920
	Iteration 73Q: 3 clusters Score -3489572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3489587.000000 Penalty: 3080.492920
	Iteration 74Q: 3 clusters Score -3489587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3489599.250000 Penalty: 3080.492920
	Iteration 75Q: 3 clusters Score -3489599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3489614.500000 Penalty: 3080.492920
	Iteration 76Q: 3 clusters Score -3489614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3489610.500000 Penalty: 3080.492920
	Iteration 77Q: 3 clusters Score -3489610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3489613.000000 Penalty: 3080.492920
	Iteration 78Q: 3 clusters Score -3489613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3489616.250000 Penalty: 3080.492920
	Iteration 79Q: 3 clusters Score -3489616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3489616.500000 Penalty: 3080.492920
	Iteration 80F: 3 clusters Score -3489616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3489629.500000 Penalty: 3080.492920
	Iteration 81Q: 3 clusters Score -3489630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3489633.250000 Penalty: 3080.492920
	Iteration 82Q: 3 clusters Score -3489633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3489642.750000 Penalty: 3080.492920
	Iteration 83Q: 3 clusters Score -3489643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3489656.250000 Penalty: 3080.492920
	Iteration 84Q: 3 clusters Score -3489656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3489661.750000 Penalty: 3080.492920
	Iteration 85Q: 3 clusters Score -3489662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3489670.750000 Penalty: 3080.492920
	Iteration 86Q: 3 clusters Score -3489671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3489677.500000 Penalty: 3080.492920
	Iteration 87Q: 3 clusters Score -3489678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3489694.000000 Penalty: 3080.492920
	Iteration 88Q: 3 clusters Score -3489694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3489699.500000 Penalty: 3080.492920
	Iteration 89Q: 3 clusters Score -3489700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3489710.500000 Penalty: 3080.492920
	Iteration 90Q: 3 clusters Score -3489710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3489710.250000 Penalty: 3080.492920
	Iteration 91Q: 3 clusters Score -3489710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3489707.250000 Penalty: 3080.492920
	Iteration 92Q: 3 clusters Score -3489707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3489717.750000 Penalty: 3080.492920
	Iteration 93Q: 3 clusters Score -3489718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3489722.000000 Penalty: 3080.492920
	Iteration 94Q: 3 clusters Score -3489722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3489722.750000 Penalty: 3080.492920
	Iteration 95Q: 3 clusters Score -3489723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3489724.500000 Penalty: 3080.492920
	Iteration 96Q: 3 clusters Score -3489724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3489723.500000 Penalty: 3080.492920
	Iteration 97Q: 3 clusters Score -3489724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3489723.500000 Penalty: 3080.492920
	Iteration 98Q: 3 clusters Score -3489724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3489729.000000 Penalty: 3080.492920
	Iteration 99Q: 3 clusters Score -3489729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3489724.750000 Penalty: 3080.492920
	Iteration 100F: 3 clusters Score -3489725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3489722.750000 Penalty: 3080.492920
	Iteration 101Q: 3 clusters Score -3489723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3489726.500000 Penalty: 3080.492920
	Iteration 102Q: 3 clusters Score -3489726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3489731.000000 Penalty: 3080.492920
	Iteration 103Q: 3 clusters Score -3489731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3489729.500000 Penalty: 3080.492920
	Iteration 104Q: 3 clusters Score -3489730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3489729.500000 Penalty: 3080.492920
	Iteration 105F: 3 clusters Score -3489730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (26828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Entering Unmasked Estep 
Score: -3141486.750000 Penalty: 1517.343628
	Iteration 0F: 2 clusters Score -3141487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3123903.000000 Penalty: 3034.687256
	Iteration 0F: 3 clusters Score -3123903 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3130618.250000 Penalty: 3034.687256
	Iteration 1F: 3 clusters Score -3130618 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3131164.250000 Penalty: 3034.687256
	Iteration 2F: 3 clusters Score -3131164 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3131629.000000 Penalty: 3034.687256
	Iteration 3Q: 3 clusters Score -3131629 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3132060.750000 Penalty: 3034.687256
	Iteration 4Q: 3 clusters Score -3132061 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3132466.000000 Penalty: 3034.687256
	Iteration 5Q: 3 clusters Score -3132466 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3132924.250000 Penalty: 3034.687256
	Iteration 6Q: 3 clusters Score -3132924 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3133478.750000 Penalty: 3034.687256
	Iteration 7Q: 3 clusters Score -3133479 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3134162.500000 Penalty: 3034.687256
	Iteration 8Q: 3 clusters Score -3134162 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3135016.500000 Penalty: 3034.687256
	Iteration 9Q: 3 clusters Score -3135016 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3135911.250000 Penalty: 3034.687256
	Iteration 10F: 3 clusters Score -3135911 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3136600.500000 Penalty: 3034.687256
	Iteration 11Q: 3 clusters Score -3136600 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3136995.000000 Penalty: 3034.687256
	Iteration 12Q: 3 clusters Score -3136995 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3137233.750000 Penalty: 3034.687256
	Iteration 13Q: 3 clusters Score -3137234 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3137368.750000 Penalty: 3034.687256
	Iteration 14Q: 3 clusters Score -3137369 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3137477.500000 Penalty: 3034.687256
	Iteration 15Q: 3 clusters Score -3137478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3137600.000000 Penalty: 3034.687256
	Iteration 16Q: 3 clusters Score -3137600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3137726.750000 Penalty: 3034.687256
	Iteration 17Q: 3 clusters Score -3137727 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3137877.250000 Penalty: 3034.687256
	Iteration 18Q: 3 clusters Score -3137877 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3137992.750000 Penalty: 3034.687256
	Iteration 19Q: 3 clusters Score -3137993 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3138165.000000 Penalty: 3034.687256
	Iteration 20F: 3 clusters Score -3138165 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3138310.250000 Penalty: 3034.687256
	Iteration 21Q: 3 clusters Score -3138310 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3138434.000000 Penalty: 3034.687256
	Iteration 22Q: 3 clusters Score -3138434 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3138523.500000 Penalty: 3034.687256
	Iteration 23Q: 3 clusters Score -3138524 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3138594.250000 Penalty: 3034.687256
	Iteration 24Q: 3 clusters Score -3138594 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3138637.000000 Penalty: 3034.687256
	Iteration 25Q: 3 clusters Score -3138637 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3138681.500000 Penalty: 3034.687256
	Iteration 26Q: 3 clusters Score -3138682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3138711.750000 Penalty: 3034.687256
	Iteration 27Q: 3 clusters Score -3138712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3138730.500000 Penalty: 3034.687256
	Iteration 28Q: 3 clusters Score -3138730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3138738.250000 Penalty: 3034.687256
	Iteration 29Q: 3 clusters Score -3138738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3138748.500000 Penalty: 3034.687256
	Iteration 30Q: 3 clusters Score -3138748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3138758.000000 Penalty: 3034.687256
	Iteration 31Q: 3 clusters Score -3138758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3138776.000000 Penalty: 3034.687256
	Iteration 32Q: 3 clusters Score -3138776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3138791.000000 Penalty: 3034.687256
	Iteration 33Q: 3 clusters Score -3138791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3138791.750000 Penalty: 3034.687256
	Iteration 34Q: 3 clusters Score -3138792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3138801.000000 Penalty: 3034.687256
	Iteration 35Q: 3 clusters Score -3138801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3138806.250000 Penalty: 3034.687256
	Iteration 36Q: 3 clusters Score -3138806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3138804.000000 Penalty: 3034.687256
	Iteration 37Q: 3 clusters Score -3138804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3138806.000000 Penalty: 3034.687256
	Iteration 38Q: 3 clusters Score -3138806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3138802.000000 Penalty: 3034.687256
	Iteration 39Q: 3 clusters Score -3138802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3138801.250000 Penalty: 3034.687256
	Iteration 40F: 3 clusters Score -3138801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3138817.000000 Penalty: 3034.687256
	Iteration 41Q: 3 clusters Score -3138817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3138817.000000 Penalty: 3034.687256
	Iteration 42Q: 3 clusters Score -3138817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3138818.250000 Penalty: 3034.687256
	Iteration 43Q: 3 clusters Score -3138818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3138813.500000 Penalty: 3034.687256
	Iteration 44Q: 3 clusters Score -3138814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3138816.000000 Penalty: 3034.687256
	Iteration 45Q: 3 clusters Score -3138816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3138819.250000 Penalty: 3034.687256
	Iteration 46Q: 3 clusters Score -3138819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3138819.250000 Penalty: 3034.687256
	Iteration 47F: 3 clusters Score -3138819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (67060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Entering Unmasked Estep 
Score: -7863779.000000 Penalty: 1653.665527
	Iteration 0F: 2 clusters Score -7863779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -7820289.500000 Penalty: 3307.331055
	Iteration 0F: 3 clusters Score -7820290 nChanged 31274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7837848.500000 Penalty: 3307.331055
	Iteration 1F: 3 clusters Score -7837848 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7838929.500000 Penalty: 3307.331055
	Iteration 2Q: 3 clusters Score -7838930 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -7840416.500000 Penalty: 3307.331055
	Iteration 3Q: 3 clusters Score -7840416 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -7842420.000000 Penalty: 3307.331055
	Iteration 4F: 3 clusters Score -7842420 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -7844777.500000 Penalty: 3307.331055
	Iteration 5F: 3 clusters Score -7844778 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -7847628.000000 Penalty: 3307.331055
	Iteration 6F: 3 clusters Score -7847628 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -7850593.000000 Penalty: 3307.331055
	Iteration 7F: 3 clusters Score -7850593 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -7853296.000000 Penalty: 3307.331055
	Iteration 8F: 3 clusters Score -7853296 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7855720.500000 Penalty: 3307.331055
	Iteration 9Q: 3 clusters Score -7855720 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7857671.500000 Penalty: 3307.331055
	Iteration 10Q: 3 clusters Score -7857672 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -7858980.500000 Penalty: 3307.331055
	Iteration 11Q: 3 clusters Score -7858980 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -7859906.000000 Penalty: 3307.331055
	Iteration 12Q: 3 clusters Score -7859906 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -7860559.500000 Penalty: 3307.331055
	Iteration 13Q: 3 clusters Score -7860560 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -7861048.500000 Penalty: 3307.331055
	Iteration 14Q: 3 clusters Score -7861048 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -7861411.000000 Penalty: 3307.331055
	Iteration 15Q: 3 clusters Score -7861411 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7861687.500000 Penalty: 3307.331055
	Iteration 16Q: 3 clusters Score -7861688 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -7861848.500000 Penalty: 3307.331055
	Iteration 17Q: 3 clusters Score -7861848 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -7861966.000000 Penalty: 3307.331055
	Iteration 18Q: 3 clusters Score -7861966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -7862082.000000 Penalty: 3307.331055
	Iteration 19Q: 3 clusters Score -7862082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -7862155.500000 Penalty: 3307.331055
	Iteration 20F: 3 clusters Score -7862156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -7862238.500000 Penalty: 3307.331055
	Iteration 21Q: 3 clusters Score -7862238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -7862291.500000 Penalty: 3307.331055
	Iteration 22Q: 3 clusters Score -7862292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -7862364.000000 Penalty: 3307.331055
	Iteration 23Q: 3 clusters Score -7862364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -7862383.500000 Penalty: 3307.331055
	Iteration 24Q: 3 clusters Score -7862384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -7862399.500000 Penalty: 3307.331055
	Iteration 25Q: 3 clusters Score -7862400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -7862424.000000 Penalty: 3307.331055
	Iteration 26Q: 3 clusters Score -7862424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -7862441.500000 Penalty: 3307.331055
	Iteration 27Q: 3 clusters Score -7862442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -7862465.500000 Penalty: 3307.331055
	Iteration 28Q: 3 clusters Score -7862466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -7862473.000000 Penalty: 3307.331055
	Iteration 29Q: 3 clusters Score -7862473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -7862478.000000 Penalty: 3307.331055
	Iteration 30Q: 3 clusters Score -7862478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -7862489.500000 Penalty: 3307.331055
	Iteration 31Q: 3 clusters Score -7862490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -7862486.500000 Penalty: 3307.331055
	Iteration 32Q: 3 clusters Score -7862486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -7862497.500000 Penalty: 3307.331055
	Iteration 33Q: 3 clusters Score -7862498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -7862502.000000 Penalty: 3307.331055
	Iteration 34Q: 3 clusters Score -7862502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -7862501.500000 Penalty: 3307.331055
	Iteration 35Q: 3 clusters Score -7862502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -7862508.000000 Penalty: 3307.331055
	Iteration 36Q: 3 clusters Score -7862508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -7862509.000000 Penalty: 3307.331055
	Iteration 37Q: 3 clusters Score -7862509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -7862506.000000 Penalty: 3307.331055
	Iteration 38Q: 3 clusters Score -7862506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -7862504.500000 Penalty: 3307.331055
	Iteration 39Q: 3 clusters Score -7862504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -7862504.000000 Penalty: 3307.331055
	Iteration 40F: 3 clusters Score -7862504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -7862507.000000 Penalty: 3307.331055
	Iteration 41Q: 3 clusters Score -7862507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -7862506.000000 Penalty: 3307.331055
	Iteration 42Q: 3 clusters Score -7862506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -7862509.500000 Penalty: 3307.331055
	Iteration 43Q: 3 clusters Score -7862510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -7862510.000000 Penalty: 3307.331055
	Iteration 44Q: 3 clusters Score -7862510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -7862517.000000 Penalty: 3307.331055
	Iteration 45Q: 3 clusters Score -7862517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -7862522.500000 Penalty: 3307.331055
	Iteration 46Q: 3 clusters Score -7862522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -7862527.000000 Penalty: 3307.331055
	Iteration 47Q: 3 clusters Score -7862527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -7862532.000000 Penalty: 3307.331055
	Iteration 48Q: 3 clusters Score -7862532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -7862536.000000 Penalty: 3307.331055
	Iteration 49Q: 3 clusters Score -7862536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -7862537.500000 Penalty: 3307.331055
	Iteration 50Q: 3 clusters Score -7862538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -7862538.500000 Penalty: 3307.331055
	Iteration 51Q: 3 clusters Score -7862538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -7862538.500000 Penalty: 3307.331055
	Iteration 52F: 3 clusters Score -7862538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -448169.593750 Penalty: 1235.377197
	Iteration 0F: 2 clusters Score -448169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -445059.968750 Penalty: 2470.754395
	Iteration 0F: 3 clusters Score -445060 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -445967.281250 Penalty: 2470.754395
	Iteration 1F: 3 clusters Score -445967.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -446151.156250 Penalty: 2470.754395
	Iteration 2F: 3 clusters Score -446151.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446268.968750 Penalty: 2470.754395
	Iteration 3Q: 3 clusters Score -446269 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -446342.562500 Penalty: 2470.754395
	Iteration 4Q: 3 clusters Score -446342.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -446383.062500 Penalty: 2470.754395
	Iteration 5Q: 3 clusters Score -446383.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -446419.687500 Penalty: 2470.754395
	Iteration 6Q: 3 clusters Score -446419.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -446446.187500 Penalty: 2470.754395
	Iteration 7Q: 3 clusters Score -446446.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -446461.312500 Penalty: 2470.754395
	Iteration 8Q: 3 clusters Score -446461.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -446474.062500 Penalty: 2470.754395
	Iteration 9Q: 3 clusters Score -446474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -446481.500000 Penalty: 2470.754395
	Iteration 10Q: 3 clusters Score -446481.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -446488.781250 Penalty: 2470.754395
	Iteration 11Q: 3 clusters Score -446488.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -446495.875000 Penalty: 2470.754395
	Iteration 12Q: 3 clusters Score -446495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -446499.625000 Penalty: 2470.754395
	Iteration 13Q: 3 clusters Score -446499.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -446505.625000 Penalty: 2470.754395
	Iteration 14Q: 3 clusters Score -446505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -446507.906250 Penalty: 2470.754395
	Iteration 15Q: 3 clusters Score -446507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -446511.968750 Penalty: 2470.754395
	Iteration 16Q: 3 clusters Score -446512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -446514.687500 Penalty: 2470.754395
	Iteration 17Q: 3 clusters Score -446514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -446517.218750 Penalty: 2470.754395
	Iteration 18Q: 3 clusters Score -446517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -446519.343750 Penalty: 2470.754395
	Iteration 19Q: 3 clusters Score -446519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -446525.281250 Penalty: 2470.754395
	Iteration 20F: 3 clusters Score -446525.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -446531.000000 Penalty: 2470.754395
	Iteration 21Q: 3 clusters Score -446531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -446534.937500 Penalty: 2470.754395
	Iteration 22Q: 3 clusters Score -446534.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -446540.500000 Penalty: 2470.754395
	Iteration 23Q: 3 clusters Score -446540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -446546.093750 Penalty: 2470.754395
	Iteration 24Q: 3 clusters Score -446546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -446552.562500 Penalty: 2470.754395
	Iteration 25Q: 3 clusters Score -446552.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -446559.406250 Penalty: 2470.754395
	Iteration 26Q: 3 clusters Score -446559.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -446563.468750 Penalty: 2470.754395
	Iteration 27Q: 3 clusters Score -446563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -446568.812500 Penalty: 2470.754395
	Iteration 28Q: 3 clusters Score -446568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -446569.750000 Penalty: 2470.754395
	Iteration 29Q: 3 clusters Score -446569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -446572.875000 Penalty: 2470.754395
	Iteration 30Q: 3 clusters Score -446572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -446574.375000 Penalty: 2470.754395
	Iteration 31Q: 3 clusters Score -446574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -446575.968750 Penalty: 2470.754395
	Iteration 32Q: 3 clusters Score -446576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -446578.156250 Penalty: 2470.754395
	Iteration 33Q: 3 clusters Score -446578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -446578.062500 Penalty: 2470.754395
	Iteration 34Q: 3 clusters Score -446578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -446578.656250 Penalty: 2470.754395
	Iteration 35Q: 3 clusters Score -446578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -446579.156250 Penalty: 2470.754395
	Iteration 36Q: 3 clusters Score -446579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -446579.156250 Penalty: 2470.754395
	Iteration 37F: 3 clusters Score -446579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -923553.687500 Penalty: 1334.686768
	Iteration 0F: 2 clusters Score -923553.7 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 3874 members 
Entering Unmasked Estep 
Score: -918182.875000 Penalty: 2669.373535
	Iteration 0F: 3 clusters Score -918182.9 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -919794.250000 Penalty: 2669.373535
	Iteration 1F: 3 clusters Score -919794.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -920063.500000 Penalty: 2669.373535
	Iteration 2F: 3 clusters Score -920063.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -920277.000000 Penalty: 2669.373535
	Iteration 3F: 3 clusters Score -920277 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -920464.500000 Penalty: 2669.373535
	Iteration 4Q: 3 clusters Score -920464.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -920611.125000 Penalty: 2669.373535
	Iteration 5Q: 3 clusters Score -920611.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -920732.937500 Penalty: 2669.373535
	Iteration 6Q: 3 clusters Score -920732.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -920838.812500 Penalty: 2669.373535
	Iteration 7Q: 3 clusters Score -920838.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -920919.375000 Penalty: 2669.373535
	Iteration 8Q: 3 clusters Score -920919.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -920997.812500 Penalty: 2669.373535
	Iteration 9Q: 3 clusters Score -920997.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -921064.125000 Penalty: 2669.373535
	Iteration 10Q: 3 clusters Score -921064.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -921128.125000 Penalty: 2669.373535
	Iteration 11Q: 3 clusters Score -921128.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -921196.375000 Penalty: 2669.373535
	Iteration 12Q: 3 clusters Score -921196.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -921266.875000 Penalty: 2669.373535
	Iteration 13Q: 3 clusters Score -921266.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -921318.437500 Penalty: 2669.373535
	Iteration 14Q: 3 clusters Score -921318.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -921359.500000 Penalty: 2669.373535
	Iteration 15Q: 3 clusters Score -921359.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -921395.125000 Penalty: 2669.373535
	Iteration 16Q: 3 clusters Score -921395.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -921434.500000 Penalty: 2669.373535
	Iteration 17Q: 3 clusters Score -921434.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -921468.000000 Penalty: 2669.373535
	Iteration 18Q: 3 clusters Score -921468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -921493.812500 Penalty: 2669.373535
	Iteration 19Q: 3 clusters Score -921493.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -921518.500000 Penalty: 2669.373535
	Iteration 20F: 3 clusters Score -921518.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -921542.000000 Penalty: 2669.373535
	Iteration 21Q: 3 clusters Score -921542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -921559.125000 Penalty: 2669.373535
	Iteration 22Q: 3 clusters Score -921559.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -921573.312500 Penalty: 2669.373535
	Iteration 23Q: 3 clusters Score -921573.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -921588.812500 Penalty: 2669.373535
	Iteration 24Q: 3 clusters Score -921588.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -921605.500000 Penalty: 2669.373535
	Iteration 25Q: 3 clusters Score -921605.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -921615.687500 Penalty: 2669.373535
	Iteration 26Q: 3 clusters Score -921615.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -921631.250000 Penalty: 2669.373535
	Iteration 27Q: 3 clusters Score -921631.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -921640.312500 Penalty: 2669.373535
	Iteration 28Q: 3 clusters Score -921640.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -921652.312500 Penalty: 2669.373535
	Iteration 29Q: 3 clusters Score -921652.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -921668.250000 Penalty: 2669.373535
	Iteration 30Q: 3 clusters Score -921668.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -921684.875000 Penalty: 2669.373535
	Iteration 31Q: 3 clusters Score -921684.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -921698.250000 Penalty: 2669.373535
	Iteration 32Q: 3 clusters Score -921698.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -921719.187500 Penalty: 2669.373535
	Iteration 33Q: 3 clusters Score -921719.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -921738.812500 Penalty: 2669.373535
	Iteration 34Q: 3 clusters Score -921738.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -921759.562500 Penalty: 2669.373535
	Iteration 35Q: 3 clusters Score -921759.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -921781.750000 Penalty: 2669.373535
	Iteration 36Q: 3 clusters Score -921781.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -921805.875000 Penalty: 2669.373535
	Iteration 37Q: 3 clusters Score -921805.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -921830.250000 Penalty: 2669.373535
	Iteration 38Q: 3 clusters Score -921830.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -921860.000000 Penalty: 2669.373535
	Iteration 39Q: 3 clusters Score -921860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -921889.062500 Penalty: 2669.373535
	Iteration 40F: 3 clusters Score -921889.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -921912.875000 Penalty: 2669.373535
	Iteration 41Q: 3 clusters Score -921912.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -921941.250000 Penalty: 2669.373535
	Iteration 42Q: 3 clusters Score -921941.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -921973.000000 Penalty: 2669.373535
	Iteration 43Q: 3 clusters Score -921973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -922012.500000 Penalty: 2669.373535
	Iteration 44Q: 3 clusters Score -922012.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -922041.687500 Penalty: 2669.373535
	Iteration 45Q: 3 clusters Score -922041.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -922071.750000 Penalty: 2669.373535
	Iteration 46Q: 3 clusters Score -922071.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -922103.250000 Penalty: 2669.373535
	Iteration 47Q: 3 clusters Score -922103.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -922133.750000 Penalty: 2669.373535
	Iteration 48Q: 3 clusters Score -922133.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -922168.125000 Penalty: 2669.373535
	Iteration 49Q: 3 clusters Score -922168.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -922193.625000 Penalty: 2669.373535
	Iteration 50Q: 3 clusters Score -922193.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -922228.562500 Penalty: 2669.373535
	Iteration 51Q: 3 clusters Score -922228.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -922256.375000 Penalty: 2669.373535
	Iteration 52Q: 3 clusters Score -922256.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -922281.750000 Penalty: 2669.373535
	Iteration 53Q: 3 clusters Score -922281.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -922300.937500 Penalty: 2669.373535
	Iteration 54Q: 3 clusters Score -922300.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -922320.875000 Penalty: 2669.373535
	Iteration 55Q: 3 clusters Score -922320.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -922344.437500 Penalty: 2669.373535
	Iteration 56Q: 3 clusters Score -922344.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -922356.250000 Penalty: 2669.373535
	Iteration 57Q: 3 clusters Score -922356.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -922365.687500 Penalty: 2669.373535
	Iteration 58Q: 3 clusters Score -922365.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -922381.125000 Penalty: 2669.373535
	Iteration 59Q: 3 clusters Score -922381.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -922401.812500 Penalty: 2669.373535
	Iteration 60F: 3 clusters Score -922401.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -922415.187500 Penalty: 2669.373535
	Iteration 61Q: 3 clusters Score -922415.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -922436.750000 Penalty: 2669.373535
	Iteration 62Q: 3 clusters Score -922436.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -922459.687500 Penalty: 2669.373535
	Iteration 63Q: 3 clusters Score -922459.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -922480.750000 Penalty: 2669.373535
	Iteration 64Q: 3 clusters Score -922480.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -922502.937500 Penalty: 2669.373535
	Iteration 65Q: 3 clusters Score -922502.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -922518.312500 Penalty: 2669.373535
	Iteration 66Q: 3 clusters Score -922518.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -922538.187500 Penalty: 2669.373535
	Iteration 67Q: 3 clusters Score -922538.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -922553.625000 Penalty: 2669.373535
	Iteration 68Q: 3 clusters Score -922553.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -922562.187500 Penalty: 2669.373535
	Iteration 69Q: 3 clusters Score -922562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -922570.250000 Penalty: 2669.373535
	Iteration 70Q: 3 clusters Score -922570.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -922580.500000 Penalty: 2669.373535
	Iteration 71Q: 3 clusters Score -922580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -922591.250000 Penalty: 2669.373535
	Iteration 72Q: 3 clusters Score -922591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -922600.500000 Penalty: 2669.373535
	Iteration 73Q: 3 clusters Score -922600.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -922611.625000 Penalty: 2669.373535
	Iteration 74Q: 3 clusters Score -922611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -922615.625000 Penalty: 2669.373535
	Iteration 75Q: 3 clusters Score -922615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -922618.687500 Penalty: 2669.373535
	Iteration 76Q: 3 clusters Score -922618.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -922623.625000 Penalty: 2669.373535
	Iteration 77Q: 3 clusters Score -922623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -922627.375000 Penalty: 2669.373535
	Iteration 78Q: 3 clusters Score -922627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -922628.312500 Penalty: 2669.373535
	Iteration 79Q: 3 clusters Score -922628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -922634.312500 Penalty: 2669.373535
	Iteration 80F: 3 clusters Score -922634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -922635.062500 Penalty: 2669.373535
	Iteration 81Q: 3 clusters Score -922635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -922635.062500 Penalty: 2669.373535
	Iteration 82F: 3 clusters Score -922635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -47300.242188 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47300.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46383.398438 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46383.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46569.343750 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46569.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46619.968750 Penalty: 1872.371094
	Iteration 2Q: 3 clusters Score -46619.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46655.664062 Penalty: 1872.371094
	Iteration 3Q: 3 clusters Score -46655.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46705.371094 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -46705.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46735.027344 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -46735.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46770.816406 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -46770.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46886.226562 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -46886.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46964.722656 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -46964.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46990.359375 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -46990.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47002.523438 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47002.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47016.535156 Penalty: 1872.371094
	Iteration 11Q: 3 clusters Score -47016.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47031.074219 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47031.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47041.566406 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47041.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47047.921875 Penalty: 1872.371094
	Iteration 14Q: 3 clusters Score -47047.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47050.250000 Penalty: 1872.371094
	Iteration 15Q: 3 clusters Score -47050.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47050.250000 Penalty: 1872.371094
	Iteration 16F: 3 clusters Score -47050.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Entering Unmasked Estep 
Score: -1904207.875000 Penalty: 1440.444580
	Iteration 0F: 2 clusters Score -1904208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1893641.000000 Penalty: 2880.889160
	Iteration 0F: 3 clusters Score -1893641 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1897439.500000 Penalty: 2880.889160
	Iteration 1F: 3 clusters Score -1897440 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1897968.250000 Penalty: 2880.889160
	Iteration 2F: 3 clusters Score -1897968 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1898490.750000 Penalty: 2880.889160
	Iteration 3F: 3 clusters Score -1898491 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1899037.500000 Penalty: 2880.889160
	Iteration 4F: 3 clusters Score -1899038 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1899627.250000 Penalty: 2880.889160
	Iteration 5F: 3 clusters Score -1899627 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1900233.125000 Penalty: 2880.889160
	Iteration 6F: 3 clusters Score -1900233 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1900812.375000 Penalty: 2880.889160
	Iteration 7F: 3 clusters Score -1900812 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1901306.375000 Penalty: 2880.889160
	Iteration 8Q: 3 clusters Score -1901306 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1901671.625000 Penalty: 2880.889160
	Iteration 9Q: 3 clusters Score -1901672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1901954.125000 Penalty: 2880.889160
	Iteration 10Q: 3 clusters Score -1901954 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1902199.750000 Penalty: 2880.889160
	Iteration 11Q: 3 clusters Score -1902200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1902385.125000 Penalty: 2880.889160
	Iteration 12Q: 3 clusters Score -1902385 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1902531.625000 Penalty: 2880.889160
	Iteration 13Q: 3 clusters Score -1902532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1902638.500000 Penalty: 2880.889160
	Iteration 14Q: 3 clusters Score -1902638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1902707.875000 Penalty: 2880.889160
	Iteration 15Q: 3 clusters Score -1902708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1902780.125000 Penalty: 2880.889160
	Iteration 16Q: 3 clusters Score -1902780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1902828.375000 Penalty: 2880.889160
	Iteration 17Q: 3 clusters Score -1902828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1902871.875000 Penalty: 2880.889160
	Iteration 18Q: 3 clusters Score -1902872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1902905.625000 Penalty: 2880.889160
	Iteration 19Q: 3 clusters Score -1902906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1902920.625000 Penalty: 2880.889160
	Iteration 20F: 3 clusters Score -1902921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1902942.875000 Penalty: 2880.889160
	Iteration 21Q: 3 clusters Score -1902943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1902959.875000 Penalty: 2880.889160
	Iteration 22Q: 3 clusters Score -1902960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1902973.500000 Penalty: 2880.889160
	Iteration 23Q: 3 clusters Score -1902974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1902991.375000 Penalty: 2880.889160
	Iteration 24Q: 3 clusters Score -1902991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1903006.250000 Penalty: 2880.889160
	Iteration 25Q: 3 clusters Score -1903006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1903017.000000 Penalty: 2880.889160
	Iteration 26Q: 3 clusters Score -1903017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1903035.125000 Penalty: 2880.889160
	Iteration 27Q: 3 clusters Score -1903035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1903040.875000 Penalty: 2880.889160
	Iteration 28Q: 3 clusters Score -1903041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1903045.875000 Penalty: 2880.889160
	Iteration 29Q: 3 clusters Score -1903046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1903047.750000 Penalty: 2880.889160
	Iteration 30Q: 3 clusters Score -1903048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1903049.000000 Penalty: 2880.889160
	Iteration 31Q: 3 clusters Score -1903049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1903053.500000 Penalty: 2880.889160
	Iteration 32Q: 3 clusters Score -1903054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1903057.000000 Penalty: 2880.889160
	Iteration 33Q: 3 clusters Score -1903057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1903061.000000 Penalty: 2880.889160
	Iteration 34Q: 3 clusters Score -1903061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1903062.625000 Penalty: 2880.889160
	Iteration 35Q: 3 clusters Score -1903063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1903068.250000 Penalty: 2880.889160
	Iteration 36Q: 3 clusters Score -1903068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1903068.750000 Penalty: 2880.889160
	Iteration 37Q: 3 clusters Score -1903069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1903068.750000 Penalty: 2880.889160
	Iteration 38F: 3 clusters Score -1903069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -18506.728516 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -18506.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17859.080078 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -17859.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17953.837891 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -17953.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17980.273438 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -17980.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17998.621094 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -17998.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18015.205078 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -18015.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18016.906250 Penalty: 1614.465210
	Iteration 5Q: 3 clusters Score -18016.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18016.906250 Penalty: 1614.465210
	Iteration 6F: 3 clusters Score -18016.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -398760.000000 Penalty: 1212.660767
	Iteration 0F: 2 clusters Score -398760 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 1710 members 
Entering Unmasked Estep 
Score: -396043.843750 Penalty: 2425.321533
	Iteration 0F: 3 clusters Score -396043.8 nChanged 1219
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: -396754.375000 Penalty: 2425.321533
	Iteration 1F: 3 clusters Score -396754.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -396928.187500 Penalty: 2425.321533
	Iteration 2F: 3 clusters Score -396928.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -397040.937500 Penalty: 2425.321533
	Iteration 3Q: 3 clusters Score -397040.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -397123.625000 Penalty: 2425.321533
	Iteration 4Q: 3 clusters Score -397123.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -397188.781250 Penalty: 2425.321533
	Iteration 5Q: 3 clusters Score -397188.8 nChanged 82
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: -397235.500000 Penalty: 2425.321533
	Iteration 6Q: 3 clusters Score -397235.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -397280.437500 Penalty: 2425.321533
	Iteration 7Q: 3 clusters Score -397280.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -397321.812500 Penalty: 2425.321533
	Iteration 8Q: 3 clusters Score -397321.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -397363.218750 Penalty: 2425.321533
	Iteration 9Q: 3 clusters Score -397363.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -397393.593750 Penalty: 2425.321533
	Iteration 10Q: 3 clusters Score -397393.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -397411.750000 Penalty: 2425.321533
	Iteration 11Q: 3 clusters Score -397411.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -397435.218750 Penalty: 2425.321533
	Iteration 12Q: 3 clusters Score -397435.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -397460.500000 Penalty: 2425.321533
	Iteration 13Q: 3 clusters Score -397460.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -397487.843750 Penalty: 2425.321533
	Iteration 14Q: 3 clusters Score -397487.8 nChanged 52
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: -397520.593750 Penalty: 2425.321533
	Iteration 15Q: 3 clusters Score -397520.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -397556.500000 Penalty: 2425.321533
	Iteration 16Q: 3 clusters Score -397556.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -397582.593750 Penalty: 2425.321533
	Iteration 17Q: 3 clusters Score -397582.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -397609.593750 Penalty: 2425.321533
	Iteration 18Q: 3 clusters Score -397609.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -397637.843750 Penalty: 2425.321533
	Iteration 19Q: 3 clusters Score -397637.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -397659.343750 Penalty: 2425.321533
	Iteration 20F: 3 clusters Score -397659.3 nChanged 28
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: -397674.000000 Penalty: 2425.321533
	Iteration 21Q: 3 clusters Score -397674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -397687.937500 Penalty: 2425.321533
	Iteration 22Q: 3 clusters Score -397687.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -397705.156250 Penalty: 2425.321533
	Iteration 23Q: 3 clusters Score -397705.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -397718.593750 Penalty: 2425.321533
	Iteration 24Q: 3 clusters Score -397718.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -397727.406250 Penalty: 2425.321533
	Iteration 25Q: 3 clusters Score -397727.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -397733.156250 Penalty: 2425.321533
	Iteration 26Q: 3 clusters Score -397733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -397736.093750 Penalty: 2425.321533
	Iteration 27Q: 3 clusters Score -397736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -397738.156250 Penalty: 2425.321533
	Iteration 28Q: 3 clusters Score -397738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -397742.687500 Penalty: 2425.321533
	Iteration 29Q: 3 clusters Score -397742.7 nChanged 6
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: -397747.218750 Penalty: 2425.321533
	Iteration 30Q: 3 clusters Score -397747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -397750.593750 Penalty: 2425.321533
	Iteration 31Q: 3 clusters Score -397750.6 nChanged 4
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: -397752.312500 Penalty: 2425.321533
	Iteration 32Q: 3 clusters Score -397752.3 nChanged 5
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: -397754.500000 Penalty: 2425.321533
	Iteration 33Q: 3 clusters Score -397754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -397756.156250 Penalty: 2425.321533
	Iteration 34Q: 3 clusters Score -397756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -397757.531250 Penalty: 2425.321533
	Iteration 35Q: 3 clusters Score -397757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -397759.156250 Penalty: 2425.321533
	Iteration 36Q: 3 clusters Score -397759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -397759.156250 Penalty: 2425.321533
	Iteration 37F: 3 clusters Score -397759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -255824.984375 Penalty: 1149.791748
	Iteration 0F: 2 clusters Score -255825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253798.921875 Penalty: 2299.583496
	Iteration 0F: 3 clusters Score -253798.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254318.453125 Penalty: 2299.583496
	Iteration 1F: 3 clusters Score -254318.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -254461.656250 Penalty: 2299.583496
	Iteration 2F: 3 clusters Score -254461.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -254538.578125 Penalty: 2299.583496
	Iteration 3Q: 3 clusters Score -254538.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -254586.828125 Penalty: 2299.583496
	Iteration 4Q: 3 clusters Score -254586.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -254623.109375 Penalty: 2299.583496
	Iteration 5Q: 3 clusters Score -254623.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -254656.656250 Penalty: 2299.583496
	Iteration 6Q: 3 clusters Score -254656.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -254678.703125 Penalty: 2299.583496
	Iteration 7Q: 3 clusters Score -254678.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -254702.921875 Penalty: 2299.583496
	Iteration 8Q: 3 clusters Score -254702.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -254722.937500 Penalty: 2299.583496
	Iteration 9Q: 3 clusters Score -254722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -254738.937500 Penalty: 2299.583496
	Iteration 10Q: 3 clusters Score -254738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -254746.906250 Penalty: 2299.583496
	Iteration 11Q: 3 clusters Score -254746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -254752.328125 Penalty: 2299.583496
	Iteration 12Q: 3 clusters Score -254752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254755.796875 Penalty: 2299.583496
	Iteration 13Q: 3 clusters Score -254755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -254758.703125 Penalty: 2299.583496
	Iteration 14Q: 3 clusters Score -254758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -254762.171875 Penalty: 2299.583496
	Iteration 15Q: 3 clusters Score -254762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254767.921875 Penalty: 2299.583496
	Iteration 16Q: 3 clusters Score -254767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254772.125000 Penalty: 2299.583496
	Iteration 17Q: 3 clusters Score -254772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254776.109375 Penalty: 2299.583496
	Iteration 18Q: 3 clusters Score -254776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254778.250000 Penalty: 2299.583496
	Iteration 19Q: 3 clusters Score -254778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -254778.812500 Penalty: 2299.583496
	Iteration 20F: 3 clusters Score -254778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -254780.171875 Penalty: 2299.583496
	Iteration 21Q: 3 clusters Score -254780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -254781.796875 Penalty: 2299.583496
	Iteration 22Q: 3 clusters Score -254781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254784.140625 Penalty: 2299.583496
	Iteration 23Q: 3 clusters Score -254784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -254785.765625 Penalty: 2299.583496
	Iteration 24Q: 3 clusters Score -254785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254786.218750 Penalty: 2299.583496
	Iteration 25Q: 3 clusters Score -254786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254787.281250 Penalty: 2299.583496
	Iteration 26Q: 3 clusters Score -254787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254790.578125 Penalty: 2299.583496
	Iteration 27Q: 3 clusters Score -254790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -254797.546875 Penalty: 2299.583496
	Iteration 28Q: 3 clusters Score -254797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -254803.140625 Penalty: 2299.583496
	Iteration 29Q: 3 clusters Score -254803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254807.171875 Penalty: 2299.583496
	Iteration 30Q: 3 clusters Score -254807.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -254811.781250 Penalty: 2299.583496
	Iteration 31Q: 3 clusters Score -254811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -254814.484375 Penalty: 2299.583496
	Iteration 32Q: 3 clusters Score -254814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -254815.031250 Penalty: 2299.583496
	Iteration 33Q: 3 clusters Score -254815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254816.562500 Penalty: 2299.583496
	Iteration 34Q: 3 clusters Score -254816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254817.968750 Penalty: 2299.583496
	Iteration 35Q: 3 clusters Score -254818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254819.031250 Penalty: 2299.583496
	Iteration 36Q: 3 clusters Score -254819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254820.171875 Penalty: 2299.583496
	Iteration 37Q: 3 clusters Score -254820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254821.593750 Penalty: 2299.583496
	Iteration 38Q: 3 clusters Score -254821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254822.390625 Penalty: 2299.583496
	Iteration 39Q: 3 clusters Score -254822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -254824.531250 Penalty: 2299.583496
	Iteration 40F: 3 clusters Score -254824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254826.265625 Penalty: 2299.583496
	Iteration 41Q: 3 clusters Score -254826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -254829.343750 Penalty: 2299.583496
	Iteration 42Q: 3 clusters Score -254829.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -254832.343750 Penalty: 2299.583496
	Iteration 43Q: 3 clusters Score -254832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254834.109375 Penalty: 2299.583496
	Iteration 44Q: 3 clusters Score -254834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -254840.437500 Penalty: 2299.583496
	Iteration 45Q: 3 clusters Score -254840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254845.468750 Penalty: 2299.583496
	Iteration 46Q: 3 clusters Score -254845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254847.484375 Penalty: 2299.583496
	Iteration 47Q: 3 clusters Score -254847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -254848.562500 Penalty: 2299.583496
	Iteration 48Q: 3 clusters Score -254848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -254848.562500 Penalty: 2299.583496
	Iteration 49F: 3 clusters Score -254848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -264667.062500 Penalty: 1160.847046
	Iteration 0F: 2 clusters Score -264667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -262512.468750 Penalty: 2321.694092
	Iteration 0F: 3 clusters Score -262512.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -263047.187500 Penalty: 2321.694092
	Iteration 1F: 3 clusters Score -263047.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263211.343750 Penalty: 2321.694092
	Iteration 2F: 3 clusters Score -263211.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -263280.218750 Penalty: 2321.694092
	Iteration 3Q: 3 clusters Score -263280.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263328.406250 Penalty: 2321.694092
	Iteration 4Q: 3 clusters Score -263328.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -263362.375000 Penalty: 2321.694092
	Iteration 5Q: 3 clusters Score -263362.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -263377.750000 Penalty: 2321.694092
	Iteration 6Q: 3 clusters Score -263377.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -263392.468750 Penalty: 2321.694092
	Iteration 7Q: 3 clusters Score -263392.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -263405.406250 Penalty: 2321.694092
	Iteration 8Q: 3 clusters Score -263405.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -263415.968750 Penalty: 2321.694092
	Iteration 9Q: 3 clusters Score -263416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -263426.906250 Penalty: 2321.694092
	Iteration 10Q: 3 clusters Score -263426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -263436.843750 Penalty: 2321.694092
	Iteration 11Q: 3 clusters Score -263436.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -263445.406250 Penalty: 2321.694092
	Iteration 12Q: 3 clusters Score -263445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -263451.375000 Penalty: 2321.694092
	Iteration 13Q: 3 clusters Score -263451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -263457.062500 Penalty: 2321.694092
	Iteration 14Q: 3 clusters Score -263457.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -263462.437500 Penalty: 2321.694092
	Iteration 15Q: 3 clusters Score -263462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -263466.937500 Penalty: 2321.694092
	Iteration 16Q: 3 clusters Score -263466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -263470.093750 Penalty: 2321.694092
	Iteration 17Q: 3 clusters Score -263470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -263472.937500 Penalty: 2321.694092
	Iteration 18Q: 3 clusters Score -263472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -263473.937500 Penalty: 2321.694092
	Iteration 19Q: 3 clusters Score -263473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -263475.156250 Penalty: 2321.694092
	Iteration 20F: 3 clusters Score -263475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263478.062500 Penalty: 2321.694092
	Iteration 21Q: 3 clusters Score -263478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263480.281250 Penalty: 2321.694092
	Iteration 22Q: 3 clusters Score -263480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263482.625000 Penalty: 2321.694092
	Iteration 23Q: 3 clusters Score -263482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -263484.375000 Penalty: 2321.694092
	Iteration 24Q: 3 clusters Score -263484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -263485.968750 Penalty: 2321.694092
	Iteration 25Q: 3 clusters Score -263486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -263487.562500 Penalty: 2321.694092
	Iteration 26Q: 3 clusters Score -263487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -263487.562500 Penalty: 2321.694092
	Iteration 27F: 3 clusters Score -263487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -190517.984375 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -190518 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 846 members 
Entering Unmasked Estep 
Score: -188833.937500 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -188833.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189247.203125 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -189247.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -189378.031250 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -189378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189440.015625 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -189440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189465.921875 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -189465.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189477.578125 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -189477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189492.562500 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -189492.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189506.593750 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -189506.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189520.281250 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -189520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -189526.859375 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -189526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -189532.625000 Penalty: 2204.958984
	Iteration 10Q: 3 clusters Score -189532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189534.359375 Penalty: 2204.958984
	Iteration 11Q: 3 clusters Score -189534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189536.281250 Penalty: 2204.958984
	Iteration 12Q: 3 clusters Score -189536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189537.000000 Penalty: 2204.958984
	Iteration 13Q: 3 clusters Score -189537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189537.000000 Penalty: 2204.958984
	Iteration 14F: 3 clusters Score -189537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (86025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Entering Unmasked Estep 
Score: -9974261.000000 Penalty: 1690.724121
	Iteration 0F: 2 clusters Score -9974261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -9918925.000000 Penalty: 3381.448242
	Iteration 0F: 3 clusters Score -9918925 nChanged 40474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -9942396.000000 Penalty: 3381.448242
	Iteration 1F: 3 clusters Score -9942396 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -9943932.000000 Penalty: 3381.448242
	Iteration 2Q: 3 clusters Score -9943932 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -9946320.000000 Penalty: 3381.448242
	Iteration 3F: 3 clusters Score -9946320 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -9949986.000000 Penalty: 3381.448242
	Iteration 4F: 3 clusters Score -9949986 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -9955049.000000 Penalty: 3381.448242
	Iteration 5F: 3 clusters Score -9955049 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -9960681.000000 Penalty: 3381.448242
	Iteration 6F: 3 clusters Score -9960681 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -9965440.000000 Penalty: 3381.448242
	Iteration 7F: 3 clusters Score -9965440 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -9968547.000000 Penalty: 3381.448242
	Iteration 8Q: 3 clusters Score -9968547 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -9970246.000000 Penalty: 3381.448242
	Iteration 9Q: 3 clusters Score -9970246 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -9971248.000000 Penalty: 3381.448242
	Iteration 10Q: 3 clusters Score -9971248 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9971802.000000 Penalty: 3381.448242
	Iteration 11Q: 3 clusters Score -9971802 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9972135.000000 Penalty: 3381.448242
	Iteration 12Q: 3 clusters Score -9972135 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9972395.000000 Penalty: 3381.448242
	Iteration 13Q: 3 clusters Score -9972395 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9972594.000000 Penalty: 3381.448242
	Iteration 14Q: 3 clusters Score -9972594 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9972700.000000 Penalty: 3381.448242
	Iteration 15Q: 3 clusters Score -9972700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9972775.000000 Penalty: 3381.448242
	Iteration 16Q: 3 clusters Score -9972775 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9972836.000000 Penalty: 3381.448242
	Iteration 17Q: 3 clusters Score -9972836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9972873.000000 Penalty: 3381.448242
	Iteration 18Q: 3 clusters Score -9972873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9972889.000000 Penalty: 3381.448242
	Iteration 19Q: 3 clusters Score -9972889 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9972933.000000 Penalty: 3381.448242
	Iteration 20F: 3 clusters Score -9972933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9972953.000000 Penalty: 3381.448242
	Iteration 21Q: 3 clusters Score -9972953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9972976.000000 Penalty: 3381.448242
	Iteration 22Q: 3 clusters Score -9972976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9973000.000000 Penalty: 3381.448242
	Iteration 23Q: 3 clusters Score -9973000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9972996.000000 Penalty: 3381.448242
	Iteration 24Q: 3 clusters Score -9972996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9973003.000000 Penalty: 3381.448242
	Iteration 25Q: 3 clusters Score -9973003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9973015.000000 Penalty: 3381.448242
	Iteration 26Q: 3 clusters Score -9973015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9973017.000000 Penalty: 3381.448242
	Iteration 27Q: 3 clusters Score -9973017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9973016.000000 Penalty: 3381.448242
	Iteration 28Q: 3 clusters Score -9973016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9973022.000000 Penalty: 3381.448242
	Iteration 29Q: 3 clusters Score -9973022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9973025.000000 Penalty: 3381.448242
	Iteration 30Q: 3 clusters Score -9973025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9973041.000000 Penalty: 3381.448242
	Iteration 31Q: 3 clusters Score -9973041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9973047.000000 Penalty: 3381.448242
	Iteration 32Q: 3 clusters Score -9973047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9973042.000000 Penalty: 3381.448242
	Iteration 33Q: 3 clusters Score -9973042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9973040.000000 Penalty: 3381.448242
	Iteration 34Q: 3 clusters Score -9973040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9973033.000000 Penalty: 3381.448242
	Iteration 35Q: 3 clusters Score -9973033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9973044.000000 Penalty: 3381.448242
	Iteration 36Q: 3 clusters Score -9973044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9973050.000000 Penalty: 3381.448242
	Iteration 37Q: 3 clusters Score -9973050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9973050.000000 Penalty: 3381.448242
	Iteration 38Q: 3 clusters Score -9973050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9973057.000000 Penalty: 3381.448242
	Iteration 39Q: 3 clusters Score -9973057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9973061.000000 Penalty: 3381.448242
	Iteration 40F: 3 clusters Score -9973061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9973065.000000 Penalty: 3381.448242
	Iteration 41Q: 3 clusters Score -9973065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9973069.000000 Penalty: 3381.448242
	Iteration 42Q: 3 clusters Score -9973069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9973068.000000 Penalty: 3381.448242
	Iteration 43Q: 3 clusters Score -9973068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9973073.000000 Penalty: 3381.448242
	Iteration 44Q: 3 clusters Score -9973073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9973074.000000 Penalty: 3381.448242
	Iteration 45Q: 3 clusters Score -9973074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9973074.000000 Penalty: 3381.448242
	Iteration 46F: 3 clusters Score -9973074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25030.138672 Penalty: 847.227356
	Iteration 0F: 2 clusters Score -25030.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24396.468750 Penalty: 1694.454712
	Iteration 0F: 3 clusters Score -24396.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24652.796875 Penalty: 1694.454712
	Iteration 1F: 3 clusters Score -24652.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24802.173828 Penalty: 1694.454712
	Iteration 2F: 3 clusters Score -24802.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24982.582031 Penalty: 1694.454712
	Iteration 3F: 3 clusters Score -24982.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25063.949219 Penalty: 1694.454712
	Iteration 4Q: 3 clusters Score -25063.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25150.308594 Penalty: 1694.454712
	Iteration 5Q: 3 clusters Score -25150.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25203.097656 Penalty: 1694.454712
	Iteration 6Q: 3 clusters Score -25203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25218.056641 Penalty: 1694.454712
	Iteration 7Q: 3 clusters Score -25218.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25258.908203 Penalty: 1694.454712
	Iteration 8Q: 3 clusters Score -25258.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25258.908203 Penalty: 1694.454712
	Iteration 9F: 3 clusters Score -25258.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 36138 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 26949 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86025 members 
Mstep: Class 65 contains 102 members 
Mstep: Class 66 contains 195 members 
Entering Unmasked Estep 
Score: -111118104.000000 Penalty: 135716.546875
Splitting cluster 65 changes total score from -111086784.000000 to -111118104.000000
So it's getting split into cluster 66.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61134 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 36138 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15598 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8437 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10922 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 24916 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26828 members 
Mstep: Class 54 contains 67060 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7861 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16001 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86025 members 
Mstep: Class 65 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111121168.000000 Penalty: 135716.546875
Iteration 319Q: 67 clusters Score -1.111212e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49366 members 
Mstep: Class 5 contains 17508 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61798 members 
Mstep: Class 18 contains 17482 members 
Mstep: Class 19 contains 42191 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 36936 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 63742 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4309 members 
Mstep: Class 34 contains 32109 members 
Mstep: Class 35 contains 25377 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 26348 members 
Mstep: Class 39 contains 3753 members 
Mstep: Class 40 contains 15623 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10923 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 23510 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 289 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26835 members 
Mstep: Class 54 contains 67137 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7891 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16052 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1651 members 
Mstep: Class 64 contains 86047 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111123040.000000 Penalty: 135716.546875
Iteration 320F: 67 clusters Score -1.11123e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49364 members 
Mstep: Class 5 contains 17520 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9352 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61868 members 
Mstep: Class 18 contains 16993 members 
Mstep: Class 19 contains 42195 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8250 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 37759 members 
Mstep: Class 30 contains 9860 members 
Mstep: Class 31 contains 63733 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4312 members 
Mstep: Class 34 contains 32114 members 
Mstep: Class 35 contains 25362 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 26888 members 
Mstep: Class 39 contains 3751 members 
Mstep: Class 40 contains 15610 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8451 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 10924 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 22614 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12284 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 26836 members 
Mstep: Class 54 contains 67134 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7894 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16056 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3462 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86052 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111123648.000000 Penalty: 135716.546875
Iteration 321Q: 67 clusters Score -1.111236e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49374 members 
Mstep: Class 5 contains 17530 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6910 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20125 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61900 members 
Mstep: Class 18 contains 16680 members 
Mstep: Class 19 contains 42208 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8251 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 38427 members 
Mstep: Class 30 contains 9858 members 
Mstep: Class 31 contains 63726 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4315 members 
Mstep: Class 34 contains 32113 members 
Mstep: Class 35 contains 25344 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 27119 members 
Mstep: Class 39 contains 3749 members 
Mstep: Class 40 contains 15614 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8451 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5147 members 
Mstep: Class 45 contains 10924 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21948 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12288 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26847 members 
Mstep: Class 54 contains 67146 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7895 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16063 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86057 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111123936.000000 Penalty: 135716.546875
Iteration 322Q: 67 clusters Score -1.111239e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 12084 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49379 members 
Mstep: Class 5 contains 17536 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 20127 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61927 members 
Mstep: Class 18 contains 16492 members 
Mstep: Class 19 contains 42201 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8255 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53095 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 39003 members 
Mstep: Class 30 contains 9860 members 
Mstep: Class 31 contains 63709 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4317 members 
Mstep: Class 34 contains 32109 members 
Mstep: Class 35 contains 25329 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 27222 members 
Mstep: Class 39 contains 3748 members 
Mstep: Class 40 contains 15619 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8458 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5149 members 
Mstep: Class 45 contains 10923 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21408 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12290 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31289 members 
Mstep: Class 53 contains 26863 members 
Mstep: Class 54 contains 67146 members 
Mstep: Class 55 contains 4033 members 
Mstep: Class 56 contains 7899 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16068 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86060 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124296.000000 Penalty: 135716.546875
Iteration 323Q: 67 clusters Score -1.111243e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49380 members 
Mstep: Class 5 contains 17543 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 20130 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61950 members 
Mstep: Class 18 contains 16392 members 
Mstep: Class 19 contains 42189 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8256 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 39457 members 
Mstep: Class 30 contains 9866 members 
Mstep: Class 31 contains 63696 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4320 members 
Mstep: Class 34 contains 32102 members 
Mstep: Class 35 contains 25321 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9745 members 
Mstep: Class 38 contains 27279 members 
Mstep: Class 39 contains 3747 members 
Mstep: Class 40 contains 15624 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8461 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5152 members 
Mstep: Class 45 contains 10919 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20970 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12289 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 26880 members 
Mstep: Class 54 contains 67152 members 
Mstep: Class 55 contains 4032 members 
Mstep: Class 56 contains 7901 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16071 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86056 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124664.000000 Penalty: 135716.546875
Iteration 324Q: 67 clusters Score -1.111247e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 49388 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 20131 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61967 members 
Mstep: Class 18 contains 16331 members 
Mstep: Class 19 contains 42183 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8258 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 39791 members 
Mstep: Class 30 contains 9865 members 
Mstep: Class 31 contains 63677 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4323 members 
Mstep: Class 34 contains 32104 members 
Mstep: Class 35 contains 25313 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9746 members 
Mstep: Class 38 contains 27304 members 
Mstep: Class 39 contains 3743 members 
Mstep: Class 40 contains 15627 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5154 members 
Mstep: Class 45 contains 10916 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20659 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12292 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31296 members 
Mstep: Class 53 contains 26902 members 
Mstep: Class 54 contains 67158 members 
Mstep: Class 55 contains 4032 members 
Mstep: Class 56 contains 7901 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16071 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86048 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124824.000000 Penalty: 135716.546875
Iteration 325Q: 67 clusters Score -1.111248e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49396 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14021 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20130 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 9374 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61983 members 
Mstep: Class 18 contains 16283 members 
Mstep: Class 19 contains 42162 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40069 members 
Mstep: Class 30 contains 9867 members 
Mstep: Class 31 contains 63665 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 4328 members 
Mstep: Class 34 contains 32101 members 
Mstep: Class 35 contains 25305 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9746 members 
Mstep: Class 38 contains 27319 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15628 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5156 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20425 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12294 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31296 members 
Mstep: Class 53 contains 26913 members 
Mstep: Class 54 contains 67165 members 
Mstep: Class 55 contains 4034 members 
Mstep: Class 56 contains 7902 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16070 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86039 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124624.000000 Penalty: 135716.546875
Iteration 326Q: 67 clusters Score -1.111246e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 12076 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 49400 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14021 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20131 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 61995 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 42131 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8258 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40284 members 
Mstep: Class 30 contains 9869 members 
Mstep: Class 31 contains 63664 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4335 members 
Mstep: Class 34 contains 32092 members 
Mstep: Class 35 contains 25295 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9747 members 
Mstep: Class 38 contains 27325 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 15629 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 5159 members 
Mstep: Class 45 contains 10911 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20275 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12294 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31299 members 
Mstep: Class 53 contains 26927 members 
Mstep: Class 54 contains 67153 members 
Mstep: Class 55 contains 4036 members 
Mstep: Class 56 contains 7903 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16071 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86028 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124632.000000 Penalty: 135716.546875
Iteration 327Q: 67 clusters Score -1.111246e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 12077 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 49402 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 14022 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20132 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62004 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 42108 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8259 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40443 members 
Mstep: Class 30 contains 9870 members 
Mstep: Class 31 contains 63649 members 
Mstep: Class 32 contains 5138 members 
Mstep: Class 33 contains 4337 members 
Mstep: Class 34 contains 32085 members 
Mstep: Class 35 contains 25274 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27330 members 
Mstep: Class 39 contains 3739 members 
Mstep: Class 40 contains 15629 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8466 members 
Mstep: Class 43 contains 2610 members 
Mstep: Class 44 contains 5161 members 
Mstep: Class 45 contains 10911 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20187 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31298 members 
Mstep: Class 53 contains 26933 members 
Mstep: Class 54 contains 67146 members 
Mstep: Class 55 contains 4039 members 
Mstep: Class 56 contains 7903 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16072 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86020 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124560.000000 Penalty: 135716.546875
Iteration 328Q: 67 clusters Score -1.111246e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 12077 members 
Mstep: Class 3 contains 10767 members 
Mstep: Class 4 contains 49405 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14023 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20132 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62013 members 
Mstep: Class 18 contains 16197 members 
Mstep: Class 19 contains 42085 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8259 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40589 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 63629 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4337 members 
Mstep: Class 34 contains 32080 members 
Mstep: Class 35 contains 25260 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9752 members 
Mstep: Class 38 contains 27335 members 
Mstep: Class 39 contains 3737 members 
Mstep: Class 40 contains 15631 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 2612 members 
Mstep: Class 44 contains 5162 members 
Mstep: Class 45 contains 10909 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20116 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12290 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31297 members 
Mstep: Class 53 contains 26941 members 
Mstep: Class 54 contains 67137 members 
Mstep: Class 55 contains 4044 members 
Mstep: Class 56 contains 7902 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16073 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86014 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124640.000000 Penalty: 135716.546875
Iteration 329Q: 67 clusters Score -1.111246e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 3 contains 10767 members 
Mstep: Class 4 contains 49413 members 
Mstep: Class 5 contains 17551 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14022 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20135 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62020 members 
Mstep: Class 18 contains 16165 members 
Mstep: Class 19 contains 42069 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 8262 members 
Mstep: Class 22 contains 10616 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53095 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40699 members 
Mstep: Class 30 contains 9876 members 
Mstep: Class 31 contains 63604 members 
Mstep: Class 32 contains 5138 members 
Mstep: Class 33 contains 4337 members 
Mstep: Class 34 contains 32077 members 
Mstep: Class 35 contains 25243 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27337 members 
Mstep: Class 39 contains 3736 members 
Mstep: Class 40 contains 15635 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5163 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20073 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12292 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31299 members 
Mstep: Class 53 contains 26945 members 
Mstep: Class 54 contains 67131 members 
Mstep: Class 55 contains 4046 members 
Mstep: Class 56 contains 7900 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16074 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3464 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86011 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124656.000000 Penalty: 135716.546875
Iteration 330Q: 67 clusters Score -1.111247e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 49418 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14023 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20135 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 9380 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62029 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 19 contains 42051 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8262 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53094 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40787 members 
Mstep: Class 30 contains 9877 members 
Mstep: Class 31 contains 63585 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4337 members 
Mstep: Class 34 contains 32079 members 
Mstep: Class 35 contains 25224 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27339 members 
Mstep: Class 39 contains 3736 members 
Mstep: Class 40 contains 15635 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8462 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5163 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20045 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12292 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31300 members 
Mstep: Class 53 contains 26951 members 
Mstep: Class 54 contains 67127 members 
Mstep: Class 55 contains 4052 members 
Mstep: Class 56 contains 7899 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16073 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3464 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1649 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124816.000000 Penalty: 135716.546875
Iteration 331Q: 67 clusters Score -1.111248e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 49422 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 14024 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 20133 members 
Mstep: Class 12 contains 8000 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62034 members 
Mstep: Class 18 contains 16120 members 
Mstep: Class 19 contains 42031 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8263 members 
Mstep: Class 22 contains 10616 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53095 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40865 members 
Mstep: Class 30 contains 9877 members 
Mstep: Class 31 contains 63556 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4337 members 
Mstep: Class 34 contains 32078 members 
Mstep: Class 35 contains 25212 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9748 members 
Mstep: Class 38 contains 27340 members 
Mstep: Class 39 contains 3743 members 
Mstep: Class 40 contains 15634 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5165 members 
Mstep: Class 45 contains 10909 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20045 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12293 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31301 members 
Mstep: Class 53 contains 26952 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4058 members 
Mstep: Class 56 contains 7899 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16073 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3464 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2445 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86004 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124664.000000 Penalty: 135716.546875
Iteration 332Q: 67 clusters Score -1.111247e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 49422 members 
Mstep: Class 5 contains 17553 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 14025 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20133 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62036 members 
Mstep: Class 18 contains 16103 members 
Mstep: Class 19 contains 42017 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8263 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8099 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40912 members 
Mstep: Class 30 contains 9879 members 
Mstep: Class 31 contains 63528 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4338 members 
Mstep: Class 34 contains 32076 members 
Mstep: Class 35 contains 25193 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27341 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 15634 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5164 members 
Mstep: Class 45 contains 10909 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20070 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12292 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31302 members 
Mstep: Class 53 contains 26953 members 
Mstep: Class 54 contains 67127 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 7899 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16074 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3464 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86004 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124760.000000 Penalty: 135716.546875
Iteration 333Q: 67 clusters Score -1.111248e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 49424 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 14024 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20136 members 
Mstep: Class 12 contains 7997 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62039 members 
Mstep: Class 18 contains 16086 members 
Mstep: Class 19 contains 42010 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8264 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40948 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 63503 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 32074 members 
Mstep: Class 35 contains 25168 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27342 members 
Mstep: Class 39 contains 3740 members 
Mstep: Class 40 contains 15635 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5163 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20095 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12294 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31302 members 
Mstep: Class 53 contains 26959 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16076 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3464 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86003 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124656.000000 Penalty: 135716.546875
Iteration 334Q: 67 clusters Score -1.111247e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 49426 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14024 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20137 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62044 members 
Mstep: Class 18 contains 16078 members 
Mstep: Class 19 contains 42005 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53092 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 40985 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63483 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4340 members 
Mstep: Class 34 contains 32069 members 
Mstep: Class 35 contains 25149 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27342 members 
Mstep: Class 39 contains 3740 members 
Mstep: Class 40 contains 15635 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5164 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20111 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31299 members 
Mstep: Class 53 contains 26962 members 
Mstep: Class 54 contains 67123 members 
Mstep: Class 55 contains 4074 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86000 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124880.000000 Penalty: 135716.546875
Iteration 335Q: 67 clusters Score -1.111249e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 12068 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 49425 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14026 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62046 members 
Mstep: Class 18 contains 16071 members 
Mstep: Class 19 contains 42002 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53092 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41012 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63465 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4343 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25135 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27343 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 15637 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5163 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20118 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12298 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26967 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4075 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86003 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124912.000000 Penalty: 135716.546875
Iteration 336Q: 67 clusters Score -1.111249e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 12065 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49422 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62046 members 
Mstep: Class 18 contains 16069 members 
Mstep: Class 19 contains 41988 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53092 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41030 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63459 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4345 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25121 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27343 members 
Mstep: Class 39 contains 3743 members 
Mstep: Class 40 contains 15639 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5165 members 
Mstep: Class 45 contains 10909 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20136 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 26978 members 
Mstep: Class 54 contains 67122 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86004 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124912.000000 Penalty: 135716.546875
Iteration 337Q: 67 clusters Score -1.111249e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49420 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7995 members 
Mstep: Class 13 contains 9378 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62045 members 
Mstep: Class 18 contains 16070 members 
Mstep: Class 19 contains 41981 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53092 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41052 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63452 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 32056 members 
Mstep: Class 35 contains 25117 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8463 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10909 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20131 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12295 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 26987 members 
Mstep: Class 54 contains 67124 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86001 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124944.000000 Penalty: 135716.546875
Iteration 338Q: 67 clusters Score -1.111249e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 12064 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49420 members 
Mstep: Class 5 contains 17555 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62049 members 
Mstep: Class 18 contains 16067 members 
Mstep: Class 19 contains 41973 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8266 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53092 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41067 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63440 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4350 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25112 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10910 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20134 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26991 members 
Mstep: Class 54 contains 67120 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2445 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85999 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124920.000000 Penalty: 135716.546875
Iteration 339Q: 67 clusters Score -1.111249e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 12064 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49422 members 
Mstep: Class 5 contains 17555 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62051 members 
Mstep: Class 18 contains 16059 members 
Mstep: Class 19 contains 41964 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41076 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63429 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4350 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25110 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8466 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10912 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20146 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26991 members 
Mstep: Class 54 contains 67124 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2446 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85998 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124872.000000 Penalty: 135716.546875
Iteration 340F: 67 clusters Score -1.111249e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49423 members 
Mstep: Class 5 contains 17555 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14029 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62054 members 
Mstep: Class 18 contains 16054 members 
Mstep: Class 19 contains 41953 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41084 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63422 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4350 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25110 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20153 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26992 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2447 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85999 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124784.000000 Penalty: 135716.546875
Iteration 341Q: 67 clusters Score -1.111248e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49422 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62055 members 
Mstep: Class 18 contains 16051 members 
Mstep: Class 19 contains 41950 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53092 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41099 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63420 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4352 members 
Mstep: Class 34 contains 32058 members 
Mstep: Class 35 contains 25107 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10913 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20145 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 26992 members 
Mstep: Class 54 contains 67128 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2448 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85998 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124872.000000 Penalty: 135716.546875
Iteration 342Q: 67 clusters Score -1.111249e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 12058 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49421 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62059 members 
Mstep: Class 18 contains 16047 members 
Mstep: Class 19 contains 41941 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41108 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63418 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4352 members 
Mstep: Class 34 contains 32060 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10913 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 26994 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86001 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124896.000000 Penalty: 135716.546875
Iteration 343Q: 67 clusters Score -1.111249e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49420 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62065 members 
Mstep: Class 18 contains 16040 members 
Mstep: Class 19 contains 41939 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41119 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63409 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25106 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20138 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 26996 members 
Mstep: Class 54 contains 67132 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86002 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124984.000000 Penalty: 135716.546875
Iteration 344Q: 67 clusters Score -1.11125e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 12049 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49417 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7995 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11335 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62067 members 
Mstep: Class 18 contains 16037 members 
Mstep: Class 19 contains 41940 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41128 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63405 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25106 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10915 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20134 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 26999 members 
Mstep: Class 54 contains 67133 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86001 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124984.000000 Penalty: 135716.546875
Iteration 345Q: 67 clusters Score -1.11125e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 12044 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49415 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7995 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62069 members 
Mstep: Class 18 contains 16033 members 
Mstep: Class 19 contains 41940 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41138 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63404 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25106 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10913 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20128 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12295 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27000 members 
Mstep: Class 54 contains 67133 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86005 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125024.000000 Penalty: 135716.546875
Iteration 346Q: 67 clusters Score -1.11125e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 12043 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7995 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62070 members 
Mstep: Class 18 contains 16032 members 
Mstep: Class 19 contains 41941 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41143 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63404 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25106 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10912 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20123 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12294 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 27003 members 
Mstep: Class 54 contains 67133 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86008 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125112.000000 Penalty: 135716.546875
Iteration 347Q: 67 clusters Score -1.111251e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 12043 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62071 members 
Mstep: Class 18 contains 16031 members 
Mstep: Class 19 contains 41939 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41146 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63403 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10913 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20124 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12293 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31296 members 
Mstep: Class 53 contains 27005 members 
Mstep: Class 54 contains 67132 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125064.000000 Penalty: 135716.546875
Iteration 348Q: 67 clusters Score -1.111251e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 12043 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62072 members 
Mstep: Class 18 contains 16029 members 
Mstep: Class 19 contains 41936 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41149 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63401 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20125 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12294 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 27007 members 
Mstep: Class 54 contains 67132 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16078 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86007 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124968.000000 Penalty: 135716.546875
Iteration 349Q: 67 clusters Score -1.11125e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62074 members 
Mstep: Class 18 contains 16028 members 
Mstep: Class 19 contains 41934 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41155 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63398 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8465 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20124 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12295 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 27009 members 
Mstep: Class 54 contains 67132 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86007 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125032.000000 Penalty: 135716.546875
Iteration 350Q: 67 clusters Score -1.11125e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49407 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62078 members 
Mstep: Class 18 contains 16027 members 
Mstep: Class 19 contains 41932 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41160 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63392 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20125 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 27011 members 
Mstep: Class 54 contains 67132 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86010 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125064.000000 Penalty: 135716.546875
Iteration 351Q: 67 clusters Score -1.111251e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49406 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62080 members 
Mstep: Class 18 contains 16026 members 
Mstep: Class 19 contains 41932 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41163 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63387 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20128 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12297 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27011 members 
Mstep: Class 54 contains 67132 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86012 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125136.000000 Penalty: 135716.546875
Iteration 352Q: 67 clusters Score -1.111251e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49407 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62081 members 
Mstep: Class 18 contains 16024 members 
Mstep: Class 19 contains 41933 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41166 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 63385 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20126 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31293 members 
Mstep: Class 53 contains 27012 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7898 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86011 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125056.000000 Penalty: 135716.546875
Iteration 353Q: 67 clusters Score -1.111251e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49407 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14031 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62083 members 
Mstep: Class 18 contains 16023 members 
Mstep: Class 19 contains 41933 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53093 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41170 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 63385 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20122 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 27013 members 
Mstep: Class 54 contains 67128 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86010 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125048.000000 Penalty: 135716.546875
Iteration 354Q: 67 clusters Score -1.11125e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49407 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62083 members 
Mstep: Class 18 contains 16022 members 
Mstep: Class 19 contains 41932 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41174 members 
Mstep: Class 30 contains 9885 members 
Mstep: Class 31 contains 63385 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20121 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67128 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86007 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125088.000000 Penalty: 135716.546875
Iteration 355Q: 67 clusters Score -1.111251e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49407 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62083 members 
Mstep: Class 18 contains 16020 members 
Mstep: Class 19 contains 41930 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41177 members 
Mstep: Class 30 contains 9886 members 
Mstep: Class 31 contains 63386 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20122 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67128 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125104.000000 Penalty: 135716.546875
Iteration 356Q: 67 clusters Score -1.111251e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16019 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41177 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63384 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25106 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20123 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125096.000000 Penalty: 135716.546875
Iteration 357Q: 67 clusters Score -1.111251e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16017 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41178 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63385 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25106 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20124 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86005 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125016.000000 Penalty: 135716.546875
Iteration 358Q: 67 clusters Score -1.11125e+08 nChanged 12
Entering ConstructFrom: 
Score: -111125016.000000 Penalty: 135716.546875
Entering ConstructFrom: 
Trying to split cluster 1 (50089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Entering Unmasked Estep 
Score: -5616374.000000 Penalty: 1610.247681
	Iteration 0F: 2 clusters Score -5616374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5583685.000000 Penalty: 3220.495361
	Iteration 0F: 3 clusters Score -5583685 nChanged 23033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -5596400.000000 Penalty: 3220.495361
	Iteration 1F: 3 clusters Score -5596400 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -5597013.000000 Penalty: 3220.495361
	Iteration 2Q: 3 clusters Score -5597013 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5597610.000000 Penalty: 3220.495361
	Iteration 3Q: 3 clusters Score -5597610 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5598203.500000 Penalty: 3220.495361
	Iteration 4Q: 3 clusters Score -5598204 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5598863.500000 Penalty: 3220.495361
	Iteration 5Q: 3 clusters Score -5598864 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5599626.000000 Penalty: 3220.495361
	Iteration 6Q: 3 clusters Score -5599626 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5600530.500000 Penalty: 3220.495361
	Iteration 7Q: 3 clusters Score -5600530 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5601699.000000 Penalty: 3220.495361
	Iteration 8Q: 3 clusters Score -5601699 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5603222.000000 Penalty: 3220.495361
	Iteration 9Q: 3 clusters Score -5603222 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5604981.000000 Penalty: 3220.495361
	Iteration 10F: 3 clusters Score -5604981 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5606763.000000 Penalty: 3220.495361
	Iteration 11F: 3 clusters Score -5606763 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5608354.500000 Penalty: 3220.495361
	Iteration 12Q: 3 clusters Score -5608354 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5609483.000000 Penalty: 3220.495361
	Iteration 13Q: 3 clusters Score -5609483 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5610154.000000 Penalty: 3220.495361
	Iteration 14Q: 3 clusters Score -5610154 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -5610605.500000 Penalty: 3220.495361
	Iteration 15Q: 3 clusters Score -5610606 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5610845.500000 Penalty: 3220.495361
	Iteration 16Q: 3 clusters Score -5610846 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5611026.000000 Penalty: 3220.495361
	Iteration 17Q: 3 clusters Score -5611026 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5611162.500000 Penalty: 3220.495361
	Iteration 18Q: 3 clusters Score -5611162 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5611291.500000 Penalty: 3220.495361
	Iteration 19Q: 3 clusters Score -5611292 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5611373.500000 Penalty: 3220.495361
	Iteration 20F: 3 clusters Score -5611374 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5611434.500000 Penalty: 3220.495361
	Iteration 21Q: 3 clusters Score -5611434 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5611494.500000 Penalty: 3220.495361
	Iteration 22Q: 3 clusters Score -5611494 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5611541.000000 Penalty: 3220.495361
	Iteration 23Q: 3 clusters Score -5611541 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5611592.000000 Penalty: 3220.495361
	Iteration 24Q: 3 clusters Score -5611592 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -5611626.500000 Penalty: 3220.495361
	Iteration 25Q: 3 clusters Score -5611626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -5611680.500000 Penalty: 3220.495361
	Iteration 26Q: 3 clusters Score -5611680 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5611721.500000 Penalty: 3220.495361
	Iteration 27Q: 3 clusters Score -5611722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5611725.000000 Penalty: 3220.495361
	Iteration 28Q: 3 clusters Score -5611725 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5611741.500000 Penalty: 3220.495361
	Iteration 29Q: 3 clusters Score -5611742 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -5611754.000000 Penalty: 3220.495361
	Iteration 30Q: 3 clusters Score -5611754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -5611772.500000 Penalty: 3220.495361
	Iteration 31Q: 3 clusters Score -5611772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -5611799.500000 Penalty: 3220.495361
	Iteration 32Q: 3 clusters Score -5611800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -5611834.000000 Penalty: 3220.495361
	Iteration 33Q: 3 clusters Score -5611834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5611864.500000 Penalty: 3220.495361
	Iteration 34Q: 3 clusters Score -5611864 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5611897.500000 Penalty: 3220.495361
	Iteration 35Q: 3 clusters Score -5611898 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -5611914.500000 Penalty: 3220.495361
	Iteration 36Q: 3 clusters Score -5611914 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -5611939.000000 Penalty: 3220.495361
	Iteration 37Q: 3 clusters Score -5611939 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5611955.500000 Penalty: 3220.495361
	Iteration 38Q: 3 clusters Score -5611956 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5611978.000000 Penalty: 3220.495361
	Iteration 39Q: 3 clusters Score -5611978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5612021.000000 Penalty: 3220.495361
	Iteration 40F: 3 clusters Score -5612021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5612047.500000 Penalty: 3220.495361
	Iteration 41Q: 3 clusters Score -5612048 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5612070.000000 Penalty: 3220.495361
	Iteration 42Q: 3 clusters Score -5612070 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5612114.000000 Penalty: 3220.495361
	Iteration 43Q: 3 clusters Score -5612114 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -5612143.000000 Penalty: 3220.495361
	Iteration 44Q: 3 clusters Score -5612143 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -5612183.000000 Penalty: 3220.495361
	Iteration 45Q: 3 clusters Score -5612183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5612207.500000 Penalty: 3220.495361
	Iteration 46Q: 3 clusters Score -5612208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5612236.500000 Penalty: 3220.495361
	Iteration 47Q: 3 clusters Score -5612236 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -5612273.500000 Penalty: 3220.495361
	Iteration 48Q: 3 clusters Score -5612274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -5612309.000000 Penalty: 3220.495361
	Iteration 49Q: 3 clusters Score -5612309 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -5612344.500000 Penalty: 3220.495361
	Iteration 50Q: 3 clusters Score -5612344 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -5612382.000000 Penalty: 3220.495361
	Iteration 51Q: 3 clusters Score -5612382 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -5612411.000000 Penalty: 3220.495361
	Iteration 52Q: 3 clusters Score -5612411 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -5612467.000000 Penalty: 3220.495361
	Iteration 53Q: 3 clusters Score -5612467 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -5612529.500000 Penalty: 3220.495361
	Iteration 54Q: 3 clusters Score -5612530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5612584.000000 Penalty: 3220.495361
	Iteration 55Q: 3 clusters Score -5612584 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -5612641.500000 Penalty: 3220.495361
	Iteration 56Q: 3 clusters Score -5612642 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -5612742.000000 Penalty: 3220.495361
	Iteration 57Q: 3 clusters Score -5612742 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5612837.500000 Penalty: 3220.495361
	Iteration 58Q: 3 clusters Score -5612838 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -5612942.500000 Penalty: 3220.495361
	Iteration 59Q: 3 clusters Score -5612942 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5613037.000000 Penalty: 3220.495361
	Iteration 60F: 3 clusters Score -5613037 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5613183.000000 Penalty: 3220.495361
	Iteration 61Q: 3 clusters Score -5613183 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5613285.000000 Penalty: 3220.495361
	Iteration 62Q: 3 clusters Score -5613285 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5613442.500000 Penalty: 3220.495361
	Iteration 63Q: 3 clusters Score -5613442 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -5613572.500000 Penalty: 3220.495361
	Iteration 64Q: 3 clusters Score -5613572 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -5613723.000000 Penalty: 3220.495361
	Iteration 65Q: 3 clusters Score -5613723 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5613847.000000 Penalty: 3220.495361
	Iteration 66Q: 3 clusters Score -5613847 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5613970.000000 Penalty: 3220.495361
	Iteration 67Q: 3 clusters Score -5613970 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5614111.000000 Penalty: 3220.495361
	Iteration 68Q: 3 clusters Score -5614111 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5614213.000000 Penalty: 3220.495361
	Iteration 69Q: 3 clusters Score -5614213 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5614302.000000 Penalty: 3220.495361
	Iteration 70Q: 3 clusters Score -5614302 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5614391.500000 Penalty: 3220.495361
	Iteration 71Q: 3 clusters Score -5614392 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5614489.500000 Penalty: 3220.495361
	Iteration 72Q: 3 clusters Score -5614490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5614566.000000 Penalty: 3220.495361
	Iteration 73Q: 3 clusters Score -5614566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5614638.500000 Penalty: 3220.495361
	Iteration 74Q: 3 clusters Score -5614638 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5614708.500000 Penalty: 3220.495361
	Iteration 75Q: 3 clusters Score -5614708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5614769.500000 Penalty: 3220.495361
	Iteration 76Q: 3 clusters Score -5614770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5614812.000000 Penalty: 3220.495361
	Iteration 77Q: 3 clusters Score -5614812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5614844.000000 Penalty: 3220.495361
	Iteration 78Q: 3 clusters Score -5614844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5614878.000000 Penalty: 3220.495361
	Iteration 79Q: 3 clusters Score -5614878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5614921.000000 Penalty: 3220.495361
	Iteration 80F: 3 clusters Score -5614921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5614946.000000 Penalty: 3220.495361
	Iteration 81Q: 3 clusters Score -5614946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5614955.500000 Penalty: 3220.495361
	Iteration 82Q: 3 clusters Score -5614956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5614972.500000 Penalty: 3220.495361
	Iteration 83Q: 3 clusters Score -5614972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5614969.500000 Penalty: 3220.495361
	Iteration 84Q: 3 clusters Score -5614970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5614990.000000 Penalty: 3220.495361
	Iteration 85Q: 3 clusters Score -5614990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5615010.500000 Penalty: 3220.495361
	Iteration 86Q: 3 clusters Score -5615010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5615022.000000 Penalty: 3220.495361
	Iteration 87Q: 3 clusters Score -5615022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5615038.000000 Penalty: 3220.495361
	Iteration 88Q: 3 clusters Score -5615038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5615041.000000 Penalty: 3220.495361
	Iteration 89Q: 3 clusters Score -5615041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5615052.000000 Penalty: 3220.495361
	Iteration 90Q: 3 clusters Score -5615052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5615040.000000 Penalty: 3220.495361
	Iteration 91Q: 3 clusters Score -5615040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5615055.500000 Penalty: 3220.495361
	Iteration 92Q: 3 clusters Score -5615056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5615057.500000 Penalty: 3220.495361
	Iteration 93Q: 3 clusters Score -5615058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5615067.000000 Penalty: 3220.495361
	Iteration 94Q: 3 clusters Score -5615067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5615067.000000 Penalty: 3220.495361
	Iteration 95Q: 3 clusters Score -5615067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5615076.500000 Penalty: 3220.495361
	Iteration 96Q: 3 clusters Score -5615076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5615068.000000 Penalty: 3220.495361
	Iteration 97Q: 3 clusters Score -5615068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5615080.500000 Penalty: 3220.495361
	Iteration 98Q: 3 clusters Score -5615080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5615080.500000 Penalty: 3220.495361
	Iteration 99Q: 3 clusters Score -5615080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5615080.000000 Penalty: 3220.495361
	Iteration 100F: 3 clusters Score -5615080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5615081.500000 Penalty: 3220.495361
	Iteration 101Q: 3 clusters Score -5615082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5615088.000000 Penalty: 3220.495361
	Iteration 102Q: 3 clusters Score -5615088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5615092.500000 Penalty: 3220.495361
	Iteration 103Q: 3 clusters Score -5615092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5615089.000000 Penalty: 3220.495361
	Iteration 104Q: 3 clusters Score -5615089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5615090.500000 Penalty: 3220.495361
	Iteration 105Q: 3 clusters Score -5615090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5615096.500000 Penalty: 3220.495361
	Iteration 106Q: 3 clusters Score -5615096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5615099.000000 Penalty: 3220.495361
	Iteration 107Q: 3 clusters Score -5615099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5615090.000000 Penalty: 3220.495361
	Iteration 108Q: 3 clusters Score -5615090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5615095.500000 Penalty: 3220.495361
	Iteration 109Q: 3 clusters Score -5615096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5615097.500000 Penalty: 3220.495361
	Iteration 110Q: 3 clusters Score -5615098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5615096.500000 Penalty: 3220.495361
	Iteration 111Q: 3 clusters Score -5615096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5615110.000000 Penalty: 3220.495361
	Iteration 112Q: 3 clusters Score -5615110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5615118.000000 Penalty: 3220.495361
	Iteration 113Q: 3 clusters Score -5615118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5615117.500000 Penalty: 3220.495361
	Iteration 114Q: 3 clusters Score -5615118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5615115.000000 Penalty: 3220.495361
	Iteration 115Q: 3 clusters Score -5615115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5615124.000000 Penalty: 3220.495361
	Iteration 116Q: 3 clusters Score -5615124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5615130.500000 Penalty: 3220.495361
	Iteration 117Q: 3 clusters Score -5615130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5615134.000000 Penalty: 3220.495361
	Iteration 118Q: 3 clusters Score -5615134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5615129.000000 Penalty: 3220.495361
	Iteration 119Q: 3 clusters Score -5615129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5615131.000000 Penalty: 3220.495361
	Iteration 120F: 3 clusters Score -5615131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5615144.000000 Penalty: 3220.495361
	Iteration 121Q: 3 clusters Score -5615144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5615146.000000 Penalty: 3220.495361
	Iteration 122Q: 3 clusters Score -5615146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5615151.000000 Penalty: 3220.495361
	Iteration 123Q: 3 clusters Score -5615151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5615160.500000 Penalty: 3220.495361
	Iteration 124Q: 3 clusters Score -5615160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5615158.000000 Penalty: 3220.495361
	Iteration 125Q: 3 clusters Score -5615158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5615165.500000 Penalty: 3220.495361
	Iteration 126Q: 3 clusters Score -5615166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5615174.000000 Penalty: 3220.495361
	Iteration 127Q: 3 clusters Score -5615174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5615181.500000 Penalty: 3220.495361
	Iteration 128Q: 3 clusters Score -5615182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5615176.500000 Penalty: 3220.495361
	Iteration 129Q: 3 clusters Score -5615176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5615183.500000 Penalty: 3220.495361
	Iteration 130Q: 3 clusters Score -5615184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5615187.500000 Penalty: 3220.495361
	Iteration 131Q: 3 clusters Score -5615188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5615186.500000 Penalty: 3220.495361
	Iteration 132Q: 3 clusters Score -5615186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5615184.500000 Penalty: 3220.495361
	Iteration 133Q: 3 clusters Score -5615184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5615182.000000 Penalty: 3220.495361
	Iteration 134Q: 3 clusters Score -5615182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5615184.000000 Penalty: 3220.495361
	Iteration 135Q: 3 clusters Score -5615184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5615187.000000 Penalty: 3220.495361
	Iteration 136Q: 3 clusters Score -5615187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5615186.500000 Penalty: 3220.495361
	Iteration 137Q: 3 clusters Score -5615186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5615186.500000 Penalty: 3220.495361
	Iteration 138F: 3 clusters Score -5615186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Entering Unmasked Estep 
Score: -1312974.125000 Penalty: 1398.148071
	Iteration 0F: 2 clusters Score -1312974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1304886.625000 Penalty: 2796.296143
	Iteration 0F: 3 clusters Score -1304887 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1307707.500000 Penalty: 2796.296143
	Iteration 1F: 3 clusters Score -1307708 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1308077.875000 Penalty: 2796.296143
	Iteration 2F: 3 clusters Score -1308078 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1308414.750000 Penalty: 2796.296143
	Iteration 3F: 3 clusters Score -1308415 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1308722.875000 Penalty: 2796.296143
	Iteration 4Q: 3 clusters Score -1308723 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1309030.750000 Penalty: 2796.296143
	Iteration 5Q: 3 clusters Score -1309031 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1309353.500000 Penalty: 2796.296143
	Iteration 6Q: 3 clusters Score -1309354 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1309670.500000 Penalty: 2796.296143
	Iteration 7Q: 3 clusters Score -1309670 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1310001.875000 Penalty: 2796.296143
	Iteration 8Q: 3 clusters Score -1310002 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1310378.625000 Penalty: 2796.296143
	Iteration 9Q: 3 clusters Score -1310379 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1310830.750000 Penalty: 2796.296143
	Iteration 10Q: 3 clusters Score -1310831 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1311197.625000 Penalty: 2796.296143
	Iteration 11Q: 3 clusters Score -1311198 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1311485.875000 Penalty: 2796.296143
	Iteration 12Q: 3 clusters Score -1311486 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1311690.125000 Penalty: 2796.296143
	Iteration 13Q: 3 clusters Score -1311690 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1311860.125000 Penalty: 2796.296143
	Iteration 14Q: 3 clusters Score -1311860 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1311980.125000 Penalty: 2796.296143
	Iteration 15Q: 3 clusters Score -1311980 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1312074.750000 Penalty: 2796.296143
	Iteration 16Q: 3 clusters Score -1312075 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1312160.250000 Penalty: 2796.296143
	Iteration 17Q: 3 clusters Score -1312160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1312240.125000 Penalty: 2796.296143
	Iteration 18Q: 3 clusters Score -1312240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1312299.375000 Penalty: 2796.296143
	Iteration 19Q: 3 clusters Score -1312299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1312353.625000 Penalty: 2796.296143
	Iteration 20F: 3 clusters Score -1312354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1312402.500000 Penalty: 2796.296143
	Iteration 21Q: 3 clusters Score -1312402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1312443.750000 Penalty: 2796.296143
	Iteration 22Q: 3 clusters Score -1312444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1312475.625000 Penalty: 2796.296143
	Iteration 23Q: 3 clusters Score -1312476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1312501.375000 Penalty: 2796.296143
	Iteration 24Q: 3 clusters Score -1312501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1312510.500000 Penalty: 2796.296143
	Iteration 25Q: 3 clusters Score -1312510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1312522.250000 Penalty: 2796.296143
	Iteration 26Q: 3 clusters Score -1312522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1312527.125000 Penalty: 2796.296143
	Iteration 27Q: 3 clusters Score -1312527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1312539.625000 Penalty: 2796.296143
	Iteration 28Q: 3 clusters Score -1312540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1312549.000000 Penalty: 2796.296143
	Iteration 29Q: 3 clusters Score -1312549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1312553.000000 Penalty: 2796.296143
	Iteration 30Q: 3 clusters Score -1312553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1312561.500000 Penalty: 2796.296143
	Iteration 31Q: 3 clusters Score -1312562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1312562.750000 Penalty: 2796.296143
	Iteration 32Q: 3 clusters Score -1312563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1312563.875000 Penalty: 2796.296143
	Iteration 33Q: 3 clusters Score -1312564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1312565.375000 Penalty: 2796.296143
	Iteration 34Q: 3 clusters Score -1312565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1312568.000000 Penalty: 2796.296143
	Iteration 35Q: 3 clusters Score -1312568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1312569.500000 Penalty: 2796.296143
	Iteration 36Q: 3 clusters Score -1312570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1312573.250000 Penalty: 2796.296143
	Iteration 37Q: 3 clusters Score -1312573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1312579.000000 Penalty: 2796.296143
	Iteration 38Q: 3 clusters Score -1312579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1312581.625000 Penalty: 2796.296143
	Iteration 39Q: 3 clusters Score -1312582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1312582.625000 Penalty: 2796.296143
	Iteration 40F: 3 clusters Score -1312583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1312588.375000 Penalty: 2796.296143
	Iteration 41Q: 3 clusters Score -1312588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1312593.125000 Penalty: 2796.296143
	Iteration 42Q: 3 clusters Score -1312593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1312597.000000 Penalty: 2796.296143
	Iteration 43Q: 3 clusters Score -1312597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1312599.125000 Penalty: 2796.296143
	Iteration 44Q: 3 clusters Score -1312599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1312598.500000 Penalty: 2796.296143
	Iteration 45Q: 3 clusters Score -1312598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1312599.875000 Penalty: 2796.296143
	Iteration 46Q: 3 clusters Score -1312600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1312598.625000 Penalty: 2796.296143
	Iteration 47Q: 3 clusters Score -1312599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1312599.750000 Penalty: 2796.296143
	Iteration 48Q: 3 clusters Score -1312600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1312603.000000 Penalty: 2796.296143
	Iteration 49Q: 3 clusters Score -1312603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1312605.000000 Penalty: 2796.296143
	Iteration 50Q: 3 clusters Score -1312605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1312610.750000 Penalty: 2796.296143
	Iteration 51Q: 3 clusters Score -1312611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1312610.375000 Penalty: 2796.296143
	Iteration 52Q: 3 clusters Score -1312610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1312610.000000 Penalty: 2796.296143
	Iteration 53Q: 3 clusters Score -1312610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1312611.875000 Penalty: 2796.296143
	Iteration 54Q: 3 clusters Score -1312612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1312613.000000 Penalty: 2796.296143
	Iteration 55Q: 3 clusters Score -1312613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1312613.500000 Penalty: 2796.296143
	Iteration 56Q: 3 clusters Score -1312614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1312612.750000 Penalty: 2796.296143
	Iteration 57Q: 3 clusters Score -1312613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1312613.750000 Penalty: 2796.296143
	Iteration 58Q: 3 clusters Score -1312614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1312612.375000 Penalty: 2796.296143
	Iteration 59Q: 3 clusters Score -1312612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1312612.375000 Penalty: 2796.296143
	Iteration 60F: 3 clusters Score -1312612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -1162195.750000 Penalty: 1381.439819
	Iteration 0F: 2 clusters Score -1162196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1154915.250000 Penalty: 2762.879639
	Iteration 0F: 3 clusters Score -1154915 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1157409.625000 Penalty: 2762.879639
	Iteration 1F: 3 clusters Score -1157410 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1157802.750000 Penalty: 2762.879639
	Iteration 2F: 3 clusters Score -1157803 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1158119.875000 Penalty: 2762.879639
	Iteration 3F: 3 clusters Score -1158120 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1158429.750000 Penalty: 2762.879639
	Iteration 4F: 3 clusters Score -1158430 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1158713.875000 Penalty: 2762.879639
	Iteration 5Q: 3 clusters Score -1158714 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1158976.125000 Penalty: 2762.879639
	Iteration 6Q: 3 clusters Score -1158976 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1159227.500000 Penalty: 2762.879639
	Iteration 7Q: 3 clusters Score -1159228 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1159486.125000 Penalty: 2762.879639
	Iteration 8Q: 3 clusters Score -1159486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1159759.125000 Penalty: 2762.879639
	Iteration 9Q: 3 clusters Score -1159759 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1160013.625000 Penalty: 2762.879639
	Iteration 10Q: 3 clusters Score -1160014 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1160227.625000 Penalty: 2762.879639
	Iteration 11Q: 3 clusters Score -1160228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1160391.250000 Penalty: 2762.879639
	Iteration 12Q: 3 clusters Score -1160391 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1160537.125000 Penalty: 2762.879639
	Iteration 13Q: 3 clusters Score -1160537 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1160685.625000 Penalty: 2762.879639
	Iteration 14Q: 3 clusters Score -1160686 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1160795.000000 Penalty: 2762.879639
	Iteration 15Q: 3 clusters Score -1160795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1160892.250000 Penalty: 2762.879639
	Iteration 16Q: 3 clusters Score -1160892 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1160967.375000 Penalty: 2762.879639
	Iteration 17Q: 3 clusters Score -1160967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1161028.500000 Penalty: 2762.879639
	Iteration 18Q: 3 clusters Score -1161028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1161066.000000 Penalty: 2762.879639
	Iteration 19Q: 3 clusters Score -1161066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1161092.625000 Penalty: 2762.879639
	Iteration 20F: 3 clusters Score -1161093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1161114.375000 Penalty: 2762.879639
	Iteration 21Q: 3 clusters Score -1161114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1161143.625000 Penalty: 2762.879639
	Iteration 22Q: 3 clusters Score -1161144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1161163.625000 Penalty: 2762.879639
	Iteration 23Q: 3 clusters Score -1161164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1161185.125000 Penalty: 2762.879639
	Iteration 24Q: 3 clusters Score -1161185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1161199.500000 Penalty: 2762.879639
	Iteration 25Q: 3 clusters Score -1161200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1161207.750000 Penalty: 2762.879639
	Iteration 26Q: 3 clusters Score -1161208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1161214.125000 Penalty: 2762.879639
	Iteration 27Q: 3 clusters Score -1161214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1161218.000000 Penalty: 2762.879639
	Iteration 28Q: 3 clusters Score -1161218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1161225.500000 Penalty: 2762.879639
	Iteration 29Q: 3 clusters Score -1161226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1161230.500000 Penalty: 2762.879639
	Iteration 30Q: 3 clusters Score -1161230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1161232.625000 Penalty: 2762.879639
	Iteration 31Q: 3 clusters Score -1161233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1161238.625000 Penalty: 2762.879639
	Iteration 32Q: 3 clusters Score -1161239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1161240.500000 Penalty: 2762.879639
	Iteration 33Q: 3 clusters Score -1161240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1161243.625000 Penalty: 2762.879639
	Iteration 34Q: 3 clusters Score -1161244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1161246.750000 Penalty: 2762.879639
	Iteration 35Q: 3 clusters Score -1161247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1161251.000000 Penalty: 2762.879639
	Iteration 36Q: 3 clusters Score -1161251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1161254.375000 Penalty: 2762.879639
	Iteration 37Q: 3 clusters Score -1161254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1161260.125000 Penalty: 2762.879639
	Iteration 38Q: 3 clusters Score -1161260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1161271.750000 Penalty: 2762.879639
	Iteration 39Q: 3 clusters Score -1161272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1161280.250000 Penalty: 2762.879639
	Iteration 40F: 3 clusters Score -1161280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1161286.875000 Penalty: 2762.879639
	Iteration 41Q: 3 clusters Score -1161287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1161289.875000 Penalty: 2762.879639
	Iteration 42Q: 3 clusters Score -1161290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1161296.750000 Penalty: 2762.879639
	Iteration 43Q: 3 clusters Score -1161297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1161297.875000 Penalty: 2762.879639
	Iteration 44Q: 3 clusters Score -1161298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1161308.125000 Penalty: 2762.879639
	Iteration 45Q: 3 clusters Score -1161308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1161316.125000 Penalty: 2762.879639
	Iteration 46Q: 3 clusters Score -1161316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1161317.125000 Penalty: 2762.879639
	Iteration 47Q: 3 clusters Score -1161317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1161317.125000 Penalty: 2762.879639
	Iteration 48Q: 3 clusters Score -1161317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1161321.000000 Penalty: 2762.879639
	Iteration 49Q: 3 clusters Score -1161321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1161321.250000 Penalty: 2762.879639
	Iteration 50Q: 3 clusters Score -1161321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1161321.625000 Penalty: 2762.879639
	Iteration 51Q: 3 clusters Score -1161322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1161322.500000 Penalty: 2762.879639
	Iteration 52Q: 3 clusters Score -1161322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1161324.375000 Penalty: 2762.879639
	Iteration 53Q: 3 clusters Score -1161324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1161322.250000 Penalty: 2762.879639
	Iteration 54Q: 3 clusters Score -1161322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1161320.875000 Penalty: 2762.879639
	Iteration 55Q: 3 clusters Score -1161321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1161321.375000 Penalty: 2762.879639
	Iteration 56Q: 3 clusters Score -1161321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1161322.000000 Penalty: 2762.879639
	Iteration 57Q: 3 clusters Score -1161322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1161327.125000 Penalty: 2762.879639
	Iteration 58Q: 3 clusters Score -1161327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1161328.250000 Penalty: 2762.879639
	Iteration 59Q: 3 clusters Score -1161328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1161327.500000 Penalty: 2762.879639
	Iteration 60F: 3 clusters Score -1161328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1161326.875000 Penalty: 2762.879639
	Iteration 61Q: 3 clusters Score -1161327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1161328.375000 Penalty: 2762.879639
	Iteration 62Q: 3 clusters Score -1161328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1161328.875000 Penalty: 2762.879639
	Iteration 63Q: 3 clusters Score -1161329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1161328.000000 Penalty: 2762.879639
	Iteration 64Q: 3 clusters Score -1161328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1161328.000000 Penalty: 2762.879639
	Iteration 65F: 3 clusters Score -1161328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Entering Unmasked Estep 
Score: -5778112.000000 Penalty: 1608.210815
	Iteration 0F: 2 clusters Score -5778112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5745944.500000 Penalty: 3216.421631
	Iteration 0F: 3 clusters Score -5745944 nChanged 22664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -5758580.500000 Penalty: 3216.421631
	Iteration 1F: 3 clusters Score -5758580 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -5759272.500000 Penalty: 3216.421631
	Iteration 2Q: 3 clusters Score -5759272 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5759978.500000 Penalty: 3216.421631
	Iteration 3Q: 3 clusters Score -5759978 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5760965.000000 Penalty: 3216.421631
	Iteration 4Q: 3 clusters Score -5760965 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5762406.000000 Penalty: 3216.421631
	Iteration 5F: 3 clusters Score -5762406 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -5764482.500000 Penalty: 3216.421631
	Iteration 6F: 3 clusters Score -5764482 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5767273.000000 Penalty: 3216.421631
	Iteration 7F: 3 clusters Score -5767273 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5770334.000000 Penalty: 3216.421631
	Iteration 8F: 3 clusters Score -5770334 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -5772981.000000 Penalty: 3216.421631
	Iteration 9F: 3 clusters Score -5772981 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -5774698.500000 Penalty: 3216.421631
	Iteration 10Q: 3 clusters Score -5774698 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5775639.500000 Penalty: 3216.421631
	Iteration 11Q: 3 clusters Score -5775640 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -5776191.500000 Penalty: 3216.421631
	Iteration 12Q: 3 clusters Score -5776192 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -5776488.000000 Penalty: 3216.421631
	Iteration 13Q: 3 clusters Score -5776488 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -5776676.000000 Penalty: 3216.421631
	Iteration 14Q: 3 clusters Score -5776676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -5776750.500000 Penalty: 3216.421631
	Iteration 15Q: 3 clusters Score -5776750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -5776813.500000 Penalty: 3216.421631
	Iteration 16Q: 3 clusters Score -5776814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -5776860.500000 Penalty: 3216.421631
	Iteration 17Q: 3 clusters Score -5776860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -5776891.000000 Penalty: 3216.421631
	Iteration 18Q: 3 clusters Score -5776891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -5776930.000000 Penalty: 3216.421631
	Iteration 19Q: 3 clusters Score -5776930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -5776947.500000 Penalty: 3216.421631
	Iteration 20F: 3 clusters Score -5776948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -5776968.500000 Penalty: 3216.421631
	Iteration 21Q: 3 clusters Score -5776968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -5776964.000000 Penalty: 3216.421631
	Iteration 22Q: 3 clusters Score -5776964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -5776977.000000 Penalty: 3216.421631
	Iteration 23Q: 3 clusters Score -5776977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5776985.500000 Penalty: 3216.421631
	Iteration 24Q: 3 clusters Score -5776986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -5776992.500000 Penalty: 3216.421631
	Iteration 25Q: 3 clusters Score -5776992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -5777003.500000 Penalty: 3216.421631
	Iteration 26Q: 3 clusters Score -5777004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -5777006.000000 Penalty: 3216.421631
	Iteration 27Q: 3 clusters Score -5777006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -5777000.500000 Penalty: 3216.421631
	Iteration 28Q: 3 clusters Score -5777000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -5777007.000000 Penalty: 3216.421631
	Iteration 29Q: 3 clusters Score -5777007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -5777007.000000 Penalty: 3216.421631
	Iteration 30Q: 3 clusters Score -5777007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -5777005.500000 Penalty: 3216.421631
	Iteration 31Q: 3 clusters Score -5777006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -5777010.500000 Penalty: 3216.421631
	Iteration 32Q: 3 clusters Score -5777010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -5777014.000000 Penalty: 3216.421631
	Iteration 33Q: 3 clusters Score -5777014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -5777017.000000 Penalty: 3216.421631
	Iteration 34Q: 3 clusters Score -5777017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -5777014.500000 Penalty: 3216.421631
	Iteration 35Q: 3 clusters Score -5777014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -5777014.500000 Penalty: 3216.421631
	Iteration 36F: 3 clusters Score -5777014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -2087810.000000 Penalty: 1454.244995
	Iteration 0F: 2 clusters Score -2087810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2076301.875000 Penalty: 2908.489990
	Iteration 0F: 3 clusters Score -2076302 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2080378.750000 Penalty: 2908.489990
	Iteration 1F: 3 clusters Score -2080379 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2080789.000000 Penalty: 2908.489990
	Iteration 2F: 3 clusters Score -2080789 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2081095.250000 Penalty: 2908.489990
	Iteration 3Q: 3 clusters Score -2081095 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2081340.250000 Penalty: 2908.489990
	Iteration 4Q: 3 clusters Score -2081340 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2081582.125000 Penalty: 2908.489990
	Iteration 5Q: 3 clusters Score -2081582 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2081885.500000 Penalty: 2908.489990
	Iteration 6Q: 3 clusters Score -2081886 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2082308.500000 Penalty: 2908.489990
	Iteration 7Q: 3 clusters Score -2082308 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2082811.875000 Penalty: 2908.489990
	Iteration 8Q: 3 clusters Score -2082812 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2083409.375000 Penalty: 2908.489990
	Iteration 9F: 3 clusters Score -2083409 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2084094.125000 Penalty: 2908.489990
	Iteration 10F: 3 clusters Score -2084094 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2084753.000000 Penalty: 2908.489990
	Iteration 11F: 3 clusters Score -2084753 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2085325.000000 Penalty: 2908.489990
	Iteration 12Q: 3 clusters Score -2085325 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2085713.625000 Penalty: 2908.489990
	Iteration 13Q: 3 clusters Score -2085714 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2085987.250000 Penalty: 2908.489990
	Iteration 14Q: 3 clusters Score -2085987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2086186.375000 Penalty: 2908.489990
	Iteration 15Q: 3 clusters Score -2086186 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2086348.250000 Penalty: 2908.489990
	Iteration 16Q: 3 clusters Score -2086348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2086458.000000 Penalty: 2908.489990
	Iteration 17Q: 3 clusters Score -2086458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2086531.375000 Penalty: 2908.489990
	Iteration 18Q: 3 clusters Score -2086531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2086587.750000 Penalty: 2908.489990
	Iteration 19Q: 3 clusters Score -2086588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2086638.375000 Penalty: 2908.489990
	Iteration 20F: 3 clusters Score -2086638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2086667.500000 Penalty: 2908.489990
	Iteration 21Q: 3 clusters Score -2086668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2086686.000000 Penalty: 2908.489990
	Iteration 22Q: 3 clusters Score -2086686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2086696.500000 Penalty: 2908.489990
	Iteration 23Q: 3 clusters Score -2086696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2086701.750000 Penalty: 2908.489990
	Iteration 24Q: 3 clusters Score -2086702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2086705.625000 Penalty: 2908.489990
	Iteration 25Q: 3 clusters Score -2086706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2086711.875000 Penalty: 2908.489990
	Iteration 26Q: 3 clusters Score -2086712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2086715.375000 Penalty: 2908.489990
	Iteration 27Q: 3 clusters Score -2086715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2086718.250000 Penalty: 2908.489990
	Iteration 28Q: 3 clusters Score -2086718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2086718.250000 Penalty: 2908.489990
	Iteration 29F: 3 clusters Score -2086718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -532593.937500 Penalty: 1261.098022
	Iteration 0F: 2 clusters Score -532593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -529005.437500 Penalty: 2522.196045
	Iteration 0F: 3 clusters Score -529005.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -530025.562500 Penalty: 2522.196045
	Iteration 1F: 3 clusters Score -530025.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -530270.062500 Penalty: 2522.196045
	Iteration 2F: 3 clusters Score -530270.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -530425.000000 Penalty: 2522.196045
	Iteration 3F: 3 clusters Score -530425 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -530526.250000 Penalty: 2522.196045
	Iteration 4Q: 3 clusters Score -530526.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -530594.187500 Penalty: 2522.196045
	Iteration 5Q: 3 clusters Score -530594.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -530645.062500 Penalty: 2522.196045
	Iteration 6Q: 3 clusters Score -530645.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -530696.062500 Penalty: 2522.196045
	Iteration 7Q: 3 clusters Score -530696.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -530744.562500 Penalty: 2522.196045
	Iteration 8Q: 3 clusters Score -530744.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -530796.187500 Penalty: 2522.196045
	Iteration 9Q: 3 clusters Score -530796.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -530852.312500 Penalty: 2522.196045
	Iteration 10Q: 3 clusters Score -530852.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -530907.437500 Penalty: 2522.196045
	Iteration 11Q: 3 clusters Score -530907.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -530955.500000 Penalty: 2522.196045
	Iteration 12Q: 3 clusters Score -530955.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -531010.000000 Penalty: 2522.196045
	Iteration 13Q: 3 clusters Score -531010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -531060.625000 Penalty: 2522.196045
	Iteration 14Q: 3 clusters Score -531060.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -531115.187500 Penalty: 2522.196045
	Iteration 15Q: 3 clusters Score -531115.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -531170.812500 Penalty: 2522.196045
	Iteration 16Q: 3 clusters Score -531170.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -531205.375000 Penalty: 2522.196045
	Iteration 17Q: 3 clusters Score -531205.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -531234.062500 Penalty: 2522.196045
	Iteration 18Q: 3 clusters Score -531234.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -531264.250000 Penalty: 2522.196045
	Iteration 19Q: 3 clusters Score -531264.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -531289.687500 Penalty: 2522.196045
	Iteration 20F: 3 clusters Score -531289.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -531321.187500 Penalty: 2522.196045
	Iteration 21Q: 3 clusters Score -531321.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -531346.687500 Penalty: 2522.196045
	Iteration 22Q: 3 clusters Score -531346.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -531365.375000 Penalty: 2522.196045
	Iteration 23Q: 3 clusters Score -531365.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -531389.000000 Penalty: 2522.196045
	Iteration 24Q: 3 clusters Score -531389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -531412.875000 Penalty: 2522.196045
	Iteration 25Q: 3 clusters Score -531412.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -531434.812500 Penalty: 2522.196045
	Iteration 26Q: 3 clusters Score -531434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -531447.937500 Penalty: 2522.196045
	Iteration 27Q: 3 clusters Score -531447.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -531462.375000 Penalty: 2522.196045
	Iteration 28Q: 3 clusters Score -531462.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -531479.750000 Penalty: 2522.196045
	Iteration 29Q: 3 clusters Score -531479.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -531496.437500 Penalty: 2522.196045
	Iteration 30Q: 3 clusters Score -531496.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -531510.500000 Penalty: 2522.196045
	Iteration 31Q: 3 clusters Score -531510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -531516.312500 Penalty: 2522.196045
	Iteration 32Q: 3 clusters Score -531516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -531521.500000 Penalty: 2522.196045
	Iteration 33Q: 3 clusters Score -531521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -531527.250000 Penalty: 2522.196045
	Iteration 34Q: 3 clusters Score -531527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -531537.875000 Penalty: 2522.196045
	Iteration 35Q: 3 clusters Score -531537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -531544.875000 Penalty: 2522.196045
	Iteration 36Q: 3 clusters Score -531544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -531555.875000 Penalty: 2522.196045
	Iteration 37Q: 3 clusters Score -531555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -531566.562500 Penalty: 2522.196045
	Iteration 38Q: 3 clusters Score -531566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -531574.375000 Penalty: 2522.196045
	Iteration 39Q: 3 clusters Score -531574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -531583.062500 Penalty: 2522.196045
	Iteration 40F: 3 clusters Score -531583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -531590.062500 Penalty: 2522.196045
	Iteration 41Q: 3 clusters Score -531590.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -531600.312500 Penalty: 2522.196045
	Iteration 42Q: 3 clusters Score -531600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -531607.312500 Penalty: 2522.196045
	Iteration 43Q: 3 clusters Score -531607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -531611.437500 Penalty: 2522.196045
	Iteration 44Q: 3 clusters Score -531611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -531615.062500 Penalty: 2522.196045
	Iteration 45Q: 3 clusters Score -531615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -531619.312500 Penalty: 2522.196045
	Iteration 46Q: 3 clusters Score -531619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -531624.437500 Penalty: 2522.196045
	Iteration 47Q: 3 clusters Score -531624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -531626.500000 Penalty: 2522.196045
	Iteration 48Q: 3 clusters Score -531626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -531626.500000 Penalty: 2522.196045
	Iteration 49F: 3 clusters Score -531626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -773719.375000 Penalty: 1315.671997
	Iteration 0F: 2 clusters Score -773719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -768856.312500 Penalty: 2631.343994
	Iteration 0F: 3 clusters Score -768856.3 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -770392.000000 Penalty: 2631.343994
	Iteration 1F: 3 clusters Score -770392 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -770643.375000 Penalty: 2631.343994
	Iteration 2F: 3 clusters Score -770643.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -770803.437500 Penalty: 2631.343994
	Iteration 3F: 3 clusters Score -770803.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -770913.250000 Penalty: 2631.343994
	Iteration 4Q: 3 clusters Score -770913.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -770988.125000 Penalty: 2631.343994
	Iteration 5Q: 3 clusters Score -770988.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -771054.000000 Penalty: 2631.343994
	Iteration 6Q: 3 clusters Score -771054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -771135.687500 Penalty: 2631.343994
	Iteration 7Q: 3 clusters Score -771135.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -771216.937500 Penalty: 2631.343994
	Iteration 8Q: 3 clusters Score -771216.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -771306.187500 Penalty: 2631.343994
	Iteration 9Q: 3 clusters Score -771306.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -771395.875000 Penalty: 2631.343994
	Iteration 10Q: 3 clusters Score -771395.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -771503.250000 Penalty: 2631.343994
	Iteration 11Q: 3 clusters Score -771503.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -771609.062500 Penalty: 2631.343994
	Iteration 12Q: 3 clusters Score -771609.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -771707.812500 Penalty: 2631.343994
	Iteration 13Q: 3 clusters Score -771707.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -771801.250000 Penalty: 2631.343994
	Iteration 14Q: 3 clusters Score -771801.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -771885.062500 Penalty: 2631.343994
	Iteration 15Q: 3 clusters Score -771885.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -771963.187500 Penalty: 2631.343994
	Iteration 16Q: 3 clusters Score -771963.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -772046.750000 Penalty: 2631.343994
	Iteration 17Q: 3 clusters Score -772046.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -772127.125000 Penalty: 2631.343994
	Iteration 18Q: 3 clusters Score -772127.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -772207.250000 Penalty: 2631.343994
	Iteration 19Q: 3 clusters Score -772207.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -772276.187500 Penalty: 2631.343994
	Iteration 20F: 3 clusters Score -772276.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -772351.187500 Penalty: 2631.343994
	Iteration 21Q: 3 clusters Score -772351.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -772420.312500 Penalty: 2631.343994
	Iteration 22Q: 3 clusters Score -772420.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -772478.625000 Penalty: 2631.343994
	Iteration 23Q: 3 clusters Score -772478.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -772534.562500 Penalty: 2631.343994
	Iteration 24Q: 3 clusters Score -772534.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -772575.750000 Penalty: 2631.343994
	Iteration 25Q: 3 clusters Score -772575.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -772607.687500 Penalty: 2631.343994
	Iteration 26Q: 3 clusters Score -772607.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -772637.500000 Penalty: 2631.343994
	Iteration 27Q: 3 clusters Score -772637.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -772659.312500 Penalty: 2631.343994
	Iteration 28Q: 3 clusters Score -772659.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -772679.687500 Penalty: 2631.343994
	Iteration 29Q: 3 clusters Score -772679.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -772693.812500 Penalty: 2631.343994
	Iteration 30Q: 3 clusters Score -772693.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -772706.187500 Penalty: 2631.343994
	Iteration 31Q: 3 clusters Score -772706.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -772718.500000 Penalty: 2631.343994
	Iteration 32Q: 3 clusters Score -772718.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -772730.250000 Penalty: 2631.343994
	Iteration 33Q: 3 clusters Score -772730.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -772740.687500 Penalty: 2631.343994
	Iteration 34Q: 3 clusters Score -772740.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -772756.125000 Penalty: 2631.343994
	Iteration 35Q: 3 clusters Score -772756.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -772765.937500 Penalty: 2631.343994
	Iteration 36Q: 3 clusters Score -772765.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -772777.187500 Penalty: 2631.343994
	Iteration 37Q: 3 clusters Score -772777.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -772784.937500 Penalty: 2631.343994
	Iteration 38Q: 3 clusters Score -772784.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -772791.937500 Penalty: 2631.343994
	Iteration 39Q: 3 clusters Score -772791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -772800.562500 Penalty: 2631.343994
	Iteration 40F: 3 clusters Score -772800.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -772807.250000 Penalty: 2631.343994
	Iteration 41Q: 3 clusters Score -772807.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -772809.750000 Penalty: 2631.343994
	Iteration 42Q: 3 clusters Score -772809.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -772813.687500 Penalty: 2631.343994
	Iteration 43Q: 3 clusters Score -772813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -772816.812500 Penalty: 2631.343994
	Iteration 44Q: 3 clusters Score -772816.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -772821.937500 Penalty: 2631.343994
	Iteration 45Q: 3 clusters Score -772821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -772829.312500 Penalty: 2631.343994
	Iteration 46Q: 3 clusters Score -772829.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -772831.500000 Penalty: 2631.343994
	Iteration 47Q: 3 clusters Score -772831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -772834.937500 Penalty: 2631.343994
	Iteration 48Q: 3 clusters Score -772834.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -772837.875000 Penalty: 2631.343994
	Iteration 49Q: 3 clusters Score -772837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -772836.437500 Penalty: 2631.343994
	Iteration 50Q: 3 clusters Score -772836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -772837.562500 Penalty: 2631.343994
	Iteration 51Q: 3 clusters Score -772837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -772837.625000 Penalty: 2631.343994
	Iteration 52Q: 3 clusters Score -772837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -772838.000000 Penalty: 2631.343994
	Iteration 53Q: 3 clusters Score -772838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -772839.500000 Penalty: 2631.343994
	Iteration 54Q: 3 clusters Score -772839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -772838.500000 Penalty: 2631.343994
	Iteration 55Q: 3 clusters Score -772838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -772839.750000 Penalty: 2631.343994
	Iteration 56Q: 3 clusters Score -772839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -772839.750000 Penalty: 2631.343994
	Iteration 57F: 3 clusters Score -772839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1561729.000000 Penalty: 1420.916016
	Iteration 0F: 2 clusters Score -1561729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1552378.625000 Penalty: 2841.832031
	Iteration 0F: 3 clusters Score -1552379 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1555824.750000 Penalty: 2841.832031
	Iteration 1F: 3 clusters Score -1555825 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1556175.500000 Penalty: 2841.832031
	Iteration 2F: 3 clusters Score -1556176 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1556446.750000 Penalty: 2841.832031
	Iteration 3Q: 3 clusters Score -1556447 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1556699.500000 Penalty: 2841.832031
	Iteration 4Q: 3 clusters Score -1556700 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1556958.375000 Penalty: 2841.832031
	Iteration 5Q: 3 clusters Score -1556958 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1557222.000000 Penalty: 2841.832031
	Iteration 6Q: 3 clusters Score -1557222 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1557489.375000 Penalty: 2841.832031
	Iteration 7Q: 3 clusters Score -1557489 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1557778.500000 Penalty: 2841.832031
	Iteration 8Q: 3 clusters Score -1557778 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1558051.750000 Penalty: 2841.832031
	Iteration 9Q: 3 clusters Score -1558052 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1558330.750000 Penalty: 2841.832031
	Iteration 10Q: 3 clusters Score -1558331 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1558588.750000 Penalty: 2841.832031
	Iteration 11Q: 3 clusters Score -1558589 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1558830.375000 Penalty: 2841.832031
	Iteration 12Q: 3 clusters Score -1558830 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1559068.375000 Penalty: 2841.832031
	Iteration 13Q: 3 clusters Score -1559068 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1559322.625000 Penalty: 2841.832031
	Iteration 14Q: 3 clusters Score -1559323 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1559564.250000 Penalty: 2841.832031
	Iteration 15Q: 3 clusters Score -1559564 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1559750.125000 Penalty: 2841.832031
	Iteration 16Q: 3 clusters Score -1559750 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1559858.750000 Penalty: 2841.832031
	Iteration 17Q: 3 clusters Score -1559859 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1559932.000000 Penalty: 2841.832031
	Iteration 18Q: 3 clusters Score -1559932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1559988.750000 Penalty: 2841.832031
	Iteration 19Q: 3 clusters Score -1559989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1560037.125000 Penalty: 2841.832031
	Iteration 20F: 3 clusters Score -1560037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1560082.375000 Penalty: 2841.832031
	Iteration 21Q: 3 clusters Score -1560082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1560113.125000 Penalty: 2841.832031
	Iteration 22Q: 3 clusters Score -1560113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1560147.000000 Penalty: 2841.832031
	Iteration 23Q: 3 clusters Score -1560147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1560177.750000 Penalty: 2841.832031
	Iteration 24Q: 3 clusters Score -1560178 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1560206.375000 Penalty: 2841.832031
	Iteration 25Q: 3 clusters Score -1560206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1560225.250000 Penalty: 2841.832031
	Iteration 26Q: 3 clusters Score -1560225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1560248.750000 Penalty: 2841.832031
	Iteration 27Q: 3 clusters Score -1560249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1560268.125000 Penalty: 2841.832031
	Iteration 28Q: 3 clusters Score -1560268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1560304.125000 Penalty: 2841.832031
	Iteration 29Q: 3 clusters Score -1560304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1560332.500000 Penalty: 2841.832031
	Iteration 30Q: 3 clusters Score -1560332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1560362.125000 Penalty: 2841.832031
	Iteration 31Q: 3 clusters Score -1560362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1560390.125000 Penalty: 2841.832031
	Iteration 32Q: 3 clusters Score -1560390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1560434.750000 Penalty: 2841.832031
	Iteration 33Q: 3 clusters Score -1560435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1560473.625000 Penalty: 2841.832031
	Iteration 34Q: 3 clusters Score -1560474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1560518.000000 Penalty: 2841.832031
	Iteration 35Q: 3 clusters Score -1560518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1560574.500000 Penalty: 2841.832031
	Iteration 36Q: 3 clusters Score -1560574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1560640.375000 Penalty: 2841.832031
	Iteration 37Q: 3 clusters Score -1560640 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1560706.500000 Penalty: 2841.832031
	Iteration 38Q: 3 clusters Score -1560706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1560768.000000 Penalty: 2841.832031
	Iteration 39Q: 3 clusters Score -1560768 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1560840.750000 Penalty: 2841.832031
	Iteration 40F: 3 clusters Score -1560841 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1560901.625000 Penalty: 2841.832031
	Iteration 41Q: 3 clusters Score -1560902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1560944.250000 Penalty: 2841.832031
	Iteration 42Q: 3 clusters Score -1560944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1560976.000000 Penalty: 2841.832031
	Iteration 43Q: 3 clusters Score -1560976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1561007.625000 Penalty: 2841.832031
	Iteration 44Q: 3 clusters Score -1561008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1561027.125000 Penalty: 2841.832031
	Iteration 45Q: 3 clusters Score -1561027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1561029.250000 Penalty: 2841.832031
	Iteration 46Q: 3 clusters Score -1561029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1561039.125000 Penalty: 2841.832031
	Iteration 47Q: 3 clusters Score -1561039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1561036.750000 Penalty: 2841.832031
	Iteration 48Q: 3 clusters Score -1561037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1561044.625000 Penalty: 2841.832031
	Iteration 49Q: 3 clusters Score -1561045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1561046.875000 Penalty: 2841.832031
	Iteration 50Q: 3 clusters Score -1561047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1561047.250000 Penalty: 2841.832031
	Iteration 51Q: 3 clusters Score -1561047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1561048.500000 Penalty: 2841.832031
	Iteration 52Q: 3 clusters Score -1561048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1561048.625000 Penalty: 2841.832031
	Iteration 53Q: 3 clusters Score -1561049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1561052.500000 Penalty: 2841.832031
	Iteration 54Q: 3 clusters Score -1561052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1561054.875000 Penalty: 2841.832031
	Iteration 55Q: 3 clusters Score -1561055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1561054.250000 Penalty: 2841.832031
	Iteration 56Q: 3 clusters Score -1561054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1561052.500000 Penalty: 2841.832031
	Iteration 57Q: 3 clusters Score -1561052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1561056.000000 Penalty: 2841.832031
	Iteration 58Q: 3 clusters Score -1561056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1561056.250000 Penalty: 2841.832031
	Iteration 59Q: 3 clusters Score -1561056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1561054.125000 Penalty: 2841.832031
	Iteration 60F: 3 clusters Score -1561054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1561057.125000 Penalty: 2841.832031
	Iteration 61Q: 3 clusters Score -1561057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1561058.875000 Penalty: 2841.832031
	Iteration 62Q: 3 clusters Score -1561059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1561061.625000 Penalty: 2841.832031
	Iteration 63Q: 3 clusters Score -1561062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1561060.375000 Penalty: 2841.832031
	Iteration 64Q: 3 clusters Score -1561060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1561060.625000 Penalty: 2841.832031
	Iteration 65Q: 3 clusters Score -1561061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1561063.125000 Penalty: 2841.832031
	Iteration 66Q: 3 clusters Score -1561063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1561064.500000 Penalty: 2841.832031
	Iteration 67Q: 3 clusters Score -1561064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1561064.000000 Penalty: 2841.832031
	Iteration 68Q: 3 clusters Score -1561064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1561063.625000 Penalty: 2841.832031
	Iteration 69Q: 3 clusters Score -1561064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1561068.000000 Penalty: 2841.832031
	Iteration 70Q: 3 clusters Score -1561068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1561066.375000 Penalty: 2841.832031
	Iteration 71Q: 3 clusters Score -1561066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1561066.375000 Penalty: 2841.832031
	Iteration 72Q: 3 clusters Score -1561066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1561067.875000 Penalty: 2841.832031
	Iteration 73Q: 3 clusters Score -1561068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1561066.125000 Penalty: 2841.832031
	Iteration 74Q: 3 clusters Score -1561066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1561068.750000 Penalty: 2841.832031
	Iteration 75Q: 3 clusters Score -1561069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1561070.625000 Penalty: 2841.832031
	Iteration 76Q: 3 clusters Score -1561071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1561068.500000 Penalty: 2841.832031
	Iteration 77Q: 3 clusters Score -1561068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1561068.500000 Penalty: 2841.832031
	Iteration 78F: 3 clusters Score -1561068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -37106.753906 Penalty: 932.559448
	Iteration 0F: 2 clusters Score -37106.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36192.062500 Penalty: 1865.118896
	Iteration 0F: 3 clusters Score -36192.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36407.628906 Penalty: 1865.118896
	Iteration 1F: 3 clusters Score -36407.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36555.769531 Penalty: 1865.118896
	Iteration 2F: 3 clusters Score -36555.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36692.644531 Penalty: 1865.118896
	Iteration 3F: 3 clusters Score -36692.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36808.718750 Penalty: 1865.118896
	Iteration 4Q: 3 clusters Score -36808.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36916.375000 Penalty: 1865.118896
	Iteration 5Q: 3 clusters Score -36916.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36995.765625 Penalty: 1865.118896
	Iteration 6Q: 3 clusters Score -36995.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37067.726562 Penalty: 1865.118896
	Iteration 7Q: 3 clusters Score -37067.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37096.093750 Penalty: 1865.118896
	Iteration 8Q: 3 clusters Score -37096.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37126.437500 Penalty: 1865.118896
	Iteration 9Q: 3 clusters Score -37126.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37132.308594 Penalty: 1865.118896
	Iteration 10Q: 3 clusters Score -37132.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37136.617188 Penalty: 1865.118896
	Iteration 11Q: 3 clusters Score -37136.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37138.097656 Penalty: 1865.118896
	Iteration 12Q: 3 clusters Score -37138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37138.675781 Penalty: 1865.118896
	Iteration 13F: 3 clusters Score -37138.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37142.027344 Penalty: 1865.118896
	Iteration 14Q: 3 clusters Score -37142.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37142.027344 Penalty: 1865.118896
	Iteration 15F: 3 clusters Score -37142.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41179 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20126 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Mstep: Class 67 contains 184 members 
Entering Unmasked Estep 
Score: -111123992.000000 Penalty: 137772.843750
Splitting cluster 9 changes total score from -111125016.000000 to -111123992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -498057.312500 Penalty: 1248.133789
	Iteration 0F: 2 clusters Score -498057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -494683.406250 Penalty: 2496.267578
	Iteration 0F: 3 clusters Score -494683.4 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -495579.156250 Penalty: 2496.267578
	Iteration 1F: 3 clusters Score -495579.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -495754.125000 Penalty: 2496.267578
	Iteration 2F: 3 clusters Score -495754.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -495883.750000 Penalty: 2496.267578
	Iteration 3Q: 3 clusters Score -495883.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -495981.406250 Penalty: 2496.267578
	Iteration 4Q: 3 clusters Score -495981.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -496053.562500 Penalty: 2496.267578
	Iteration 5Q: 3 clusters Score -496053.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -496111.625000 Penalty: 2496.267578
	Iteration 6Q: 3 clusters Score -496111.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -496151.375000 Penalty: 2496.267578
	Iteration 7Q: 3 clusters Score -496151.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -496175.968750 Penalty: 2496.267578
	Iteration 8Q: 3 clusters Score -496176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -496195.031250 Penalty: 2496.267578
	Iteration 9Q: 3 clusters Score -496195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -496213.031250 Penalty: 2496.267578
	Iteration 10Q: 3 clusters Score -496213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -496223.406250 Penalty: 2496.267578
	Iteration 11Q: 3 clusters Score -496223.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -496229.218750 Penalty: 2496.267578
	Iteration 12Q: 3 clusters Score -496229.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -496233.562500 Penalty: 2496.267578
	Iteration 13Q: 3 clusters Score -496233.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -496238.281250 Penalty: 2496.267578
	Iteration 14Q: 3 clusters Score -496238.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -496243.000000 Penalty: 2496.267578
	Iteration 15Q: 3 clusters Score -496243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -496248.656250 Penalty: 2496.267578
	Iteration 16Q: 3 clusters Score -496248.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -496254.156250 Penalty: 2496.267578
	Iteration 17Q: 3 clusters Score -496254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -496260.437500 Penalty: 2496.267578
	Iteration 18Q: 3 clusters Score -496260.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -496267.062500 Penalty: 2496.267578
	Iteration 19Q: 3 clusters Score -496267.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -496275.593750 Penalty: 2496.267578
	Iteration 20F: 3 clusters Score -496275.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -496285.125000 Penalty: 2496.267578
	Iteration 21Q: 3 clusters Score -496285.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -496296.437500 Penalty: 2496.267578
	Iteration 22Q: 3 clusters Score -496296.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -496304.531250 Penalty: 2496.267578
	Iteration 23Q: 3 clusters Score -496304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -496309.687500 Penalty: 2496.267578
	Iteration 24Q: 3 clusters Score -496309.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -496312.937500 Penalty: 2496.267578
	Iteration 25Q: 3 clusters Score -496312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -496321.062500 Penalty: 2496.267578
	Iteration 26Q: 3 clusters Score -496321.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -496328.718750 Penalty: 2496.267578
	Iteration 27Q: 3 clusters Score -496328.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -496333.312500 Penalty: 2496.267578
	Iteration 28Q: 3 clusters Score -496333.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -496341.750000 Penalty: 2496.267578
	Iteration 29Q: 3 clusters Score -496341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -496347.812500 Penalty: 2496.267578
	Iteration 30Q: 3 clusters Score -496347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -496355.125000 Penalty: 2496.267578
	Iteration 31Q: 3 clusters Score -496355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -496362.906250 Penalty: 2496.267578
	Iteration 32Q: 3 clusters Score -496362.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -496372.281250 Penalty: 2496.267578
	Iteration 33Q: 3 clusters Score -496372.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -496382.156250 Penalty: 2496.267578
	Iteration 34Q: 3 clusters Score -496382.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -496395.687500 Penalty: 2496.267578
	Iteration 35Q: 3 clusters Score -496395.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -496415.562500 Penalty: 2496.267578
	Iteration 36Q: 3 clusters Score -496415.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -496436.437500 Penalty: 2496.267578
	Iteration 37Q: 3 clusters Score -496436.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -496453.625000 Penalty: 2496.267578
	Iteration 38Q: 3 clusters Score -496453.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -496472.031250 Penalty: 2496.267578
	Iteration 39Q: 3 clusters Score -496472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -496487.156250 Penalty: 2496.267578
	Iteration 40F: 3 clusters Score -496487.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -496501.593750 Penalty: 2496.267578
	Iteration 41Q: 3 clusters Score -496501.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -496513.937500 Penalty: 2496.267578
	Iteration 42Q: 3 clusters Score -496513.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -496526.687500 Penalty: 2496.267578
	Iteration 43Q: 3 clusters Score -496526.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -496538.593750 Penalty: 2496.267578
	Iteration 44Q: 3 clusters Score -496538.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -496559.000000 Penalty: 2496.267578
	Iteration 45Q: 3 clusters Score -496559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -496583.718750 Penalty: 2496.267578
	Iteration 46Q: 3 clusters Score -496583.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -496607.437500 Penalty: 2496.267578
	Iteration 47Q: 3 clusters Score -496607.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -496626.625000 Penalty: 2496.267578
	Iteration 48Q: 3 clusters Score -496626.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -496649.625000 Penalty: 2496.267578
	Iteration 49Q: 3 clusters Score -496649.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -496671.875000 Penalty: 2496.267578
	Iteration 50Q: 3 clusters Score -496671.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -496691.906250 Penalty: 2496.267578
	Iteration 51Q: 3 clusters Score -496691.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -496710.343750 Penalty: 2496.267578
	Iteration 52Q: 3 clusters Score -496710.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -496727.375000 Penalty: 2496.267578
	Iteration 53Q: 3 clusters Score -496727.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -496750.062500 Penalty: 2496.267578
	Iteration 54Q: 3 clusters Score -496750.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -496779.875000 Penalty: 2496.267578
	Iteration 55Q: 3 clusters Score -496779.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -496814.062500 Penalty: 2496.267578
	Iteration 56Q: 3 clusters Score -496814.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -496840.875000 Penalty: 2496.267578
	Iteration 57Q: 3 clusters Score -496840.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -496870.531250 Penalty: 2496.267578
	Iteration 58Q: 3 clusters Score -496870.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -496895.531250 Penalty: 2496.267578
	Iteration 59Q: 3 clusters Score -496895.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -496916.968750 Penalty: 2496.267578
	Iteration 60F: 3 clusters Score -496917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -496935.750000 Penalty: 2496.267578
	Iteration 61Q: 3 clusters Score -496935.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -496953.031250 Penalty: 2496.267578
	Iteration 62Q: 3 clusters Score -496953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -496964.968750 Penalty: 2496.267578
	Iteration 63Q: 3 clusters Score -496965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -496980.968750 Penalty: 2496.267578
	Iteration 64Q: 3 clusters Score -496981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -496995.625000 Penalty: 2496.267578
	Iteration 65Q: 3 clusters Score -496995.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -497001.750000 Penalty: 2496.267578
	Iteration 66Q: 3 clusters Score -497001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -497007.312500 Penalty: 2496.267578
	Iteration 67Q: 3 clusters Score -497007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -497010.968750 Penalty: 2496.267578
	Iteration 68Q: 3 clusters Score -497011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -497013.468750 Penalty: 2496.267578
	Iteration 69Q: 3 clusters Score -497013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -497015.500000 Penalty: 2496.267578
	Iteration 70Q: 3 clusters Score -497015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -497015.500000 Penalty: 2496.267578
	Iteration 71F: 3 clusters Score -497015.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Entering Unmasked Estep 
Score: -2278561.250000 Penalty: 1474.669556
	Iteration 0F: 2 clusters Score -2278561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2265288.000000 Penalty: 2949.339111
	Iteration 0F: 3 clusters Score -2265288 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2270071.500000 Penalty: 2949.339111
	Iteration 1F: 3 clusters Score -2270072 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2270505.750000 Penalty: 2949.339111
	Iteration 2F: 3 clusters Score -2270506 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2270899.250000 Penalty: 2949.339111
	Iteration 3Q: 3 clusters Score -2270899 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2271283.250000 Penalty: 2949.339111
	Iteration 4Q: 3 clusters Score -2271283 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2271625.250000 Penalty: 2949.339111
	Iteration 5Q: 3 clusters Score -2271625 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2272019.500000 Penalty: 2949.339111
	Iteration 6Q: 3 clusters Score -2272020 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2272507.250000 Penalty: 2949.339111
	Iteration 7Q: 3 clusters Score -2272507 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2273134.500000 Penalty: 2949.339111
	Iteration 8Q: 3 clusters Score -2273134 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2273885.500000 Penalty: 2949.339111
	Iteration 9F: 3 clusters Score -2273886 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2274723.750000 Penalty: 2949.339111
	Iteration 10F: 3 clusters Score -2274724 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2275528.250000 Penalty: 2949.339111
	Iteration 11Q: 3 clusters Score -2275528 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2276156.000000 Penalty: 2949.339111
	Iteration 12Q: 3 clusters Score -2276156 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2276576.000000 Penalty: 2949.339111
	Iteration 13Q: 3 clusters Score -2276576 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2276860.250000 Penalty: 2949.339111
	Iteration 14Q: 3 clusters Score -2276860 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2277045.500000 Penalty: 2949.339111
	Iteration 15Q: 3 clusters Score -2277046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2277151.250000 Penalty: 2949.339111
	Iteration 16Q: 3 clusters Score -2277151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2277213.500000 Penalty: 2949.339111
	Iteration 17Q: 3 clusters Score -2277214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2277255.250000 Penalty: 2949.339111
	Iteration 18Q: 3 clusters Score -2277255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2277285.750000 Penalty: 2949.339111
	Iteration 19Q: 3 clusters Score -2277286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2277311.000000 Penalty: 2949.339111
	Iteration 20F: 3 clusters Score -2277311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2277335.500000 Penalty: 2949.339111
	Iteration 21Q: 3 clusters Score -2277336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2277354.750000 Penalty: 2949.339111
	Iteration 22Q: 3 clusters Score -2277355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2277364.750000 Penalty: 2949.339111
	Iteration 23Q: 3 clusters Score -2277365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2277372.000000 Penalty: 2949.339111
	Iteration 24Q: 3 clusters Score -2277372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2277379.750000 Penalty: 2949.339111
	Iteration 25Q: 3 clusters Score -2277380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2277385.750000 Penalty: 2949.339111
	Iteration 26Q: 3 clusters Score -2277386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2277395.500000 Penalty: 2949.339111
	Iteration 27Q: 3 clusters Score -2277396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2277403.000000 Penalty: 2949.339111
	Iteration 28Q: 3 clusters Score -2277403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2277403.750000 Penalty: 2949.339111
	Iteration 29Q: 3 clusters Score -2277404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2277403.750000 Penalty: 2949.339111
	Iteration 30F: 3 clusters Score -2277404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -817240.312500 Penalty: 1337.183228
	Iteration 0F: 2 clusters Score -817240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -811796.250000 Penalty: 2674.366455
	Iteration 0F: 3 clusters Score -811796.2 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -813543.937500 Penalty: 2674.366455
	Iteration 1F: 3 clusters Score -813543.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -813885.875000 Penalty: 2674.366455
	Iteration 2F: 3 clusters Score -813885.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -814164.437500 Penalty: 2674.366455
	Iteration 3F: 3 clusters Score -814164.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -814408.687500 Penalty: 2674.366455
	Iteration 4Q: 3 clusters Score -814408.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -814667.000000 Penalty: 2674.366455
	Iteration 5Q: 3 clusters Score -814667 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -814867.437500 Penalty: 2674.366455
	Iteration 6Q: 3 clusters Score -814867.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -815056.750000 Penalty: 2674.366455
	Iteration 7Q: 3 clusters Score -815056.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -815232.562500 Penalty: 2674.366455
	Iteration 8Q: 3 clusters Score -815232.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -815403.937500 Penalty: 2674.366455
	Iteration 9Q: 3 clusters Score -815403.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -815546.687500 Penalty: 2674.366455
	Iteration 10Q: 3 clusters Score -815546.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -815665.375000 Penalty: 2674.366455
	Iteration 11Q: 3 clusters Score -815665.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -815769.687500 Penalty: 2674.366455
	Iteration 12Q: 3 clusters Score -815769.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -815863.187500 Penalty: 2674.366455
	Iteration 13Q: 3 clusters Score -815863.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -815921.187500 Penalty: 2674.366455
	Iteration 14Q: 3 clusters Score -815921.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -815964.687500 Penalty: 2674.366455
	Iteration 15Q: 3 clusters Score -815964.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -815992.312500 Penalty: 2674.366455
	Iteration 16Q: 3 clusters Score -815992.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -816018.250000 Penalty: 2674.366455
	Iteration 17Q: 3 clusters Score -816018.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -816038.937500 Penalty: 2674.366455
	Iteration 18Q: 3 clusters Score -816038.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -816068.812500 Penalty: 2674.366455
	Iteration 19Q: 3 clusters Score -816068.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -816094.687500 Penalty: 2674.366455
	Iteration 20F: 3 clusters Score -816094.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -816124.687500 Penalty: 2674.366455
	Iteration 21Q: 3 clusters Score -816124.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -816149.625000 Penalty: 2674.366455
	Iteration 22Q: 3 clusters Score -816149.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -816174.062500 Penalty: 2674.366455
	Iteration 23Q: 3 clusters Score -816174.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -816191.812500 Penalty: 2674.366455
	Iteration 24Q: 3 clusters Score -816191.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -816211.812500 Penalty: 2674.366455
	Iteration 25Q: 3 clusters Score -816211.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -816232.250000 Penalty: 2674.366455
	Iteration 26Q: 3 clusters Score -816232.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -816249.437500 Penalty: 2674.366455
	Iteration 27Q: 3 clusters Score -816249.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -816269.562500 Penalty: 2674.366455
	Iteration 28Q: 3 clusters Score -816269.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -816293.187500 Penalty: 2674.366455
	Iteration 29Q: 3 clusters Score -816293.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -816313.375000 Penalty: 2674.366455
	Iteration 30Q: 3 clusters Score -816313.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -816337.375000 Penalty: 2674.366455
	Iteration 31Q: 3 clusters Score -816337.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -816357.562500 Penalty: 2674.366455
	Iteration 32Q: 3 clusters Score -816357.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -816375.687500 Penalty: 2674.366455
	Iteration 33Q: 3 clusters Score -816375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -816389.437500 Penalty: 2674.366455
	Iteration 34Q: 3 clusters Score -816389.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -816402.437500 Penalty: 2674.366455
	Iteration 35Q: 3 clusters Score -816402.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -816411.437500 Penalty: 2674.366455
	Iteration 36Q: 3 clusters Score -816411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -816414.937500 Penalty: 2674.366455
	Iteration 37Q: 3 clusters Score -816414.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -816418.875000 Penalty: 2674.366455
	Iteration 38Q: 3 clusters Score -816418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -816422.187500 Penalty: 2674.366455
	Iteration 39Q: 3 clusters Score -816422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -816424.250000 Penalty: 2674.366455
	Iteration 40F: 3 clusters Score -816424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -816427.562500 Penalty: 2674.366455
	Iteration 41Q: 3 clusters Score -816427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -816431.625000 Penalty: 2674.366455
	Iteration 42Q: 3 clusters Score -816431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -816433.250000 Penalty: 2674.366455
	Iteration 43Q: 3 clusters Score -816433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -816434.750000 Penalty: 2674.366455
	Iteration 44Q: 3 clusters Score -816434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -816437.250000 Penalty: 2674.366455
	Iteration 45Q: 3 clusters Score -816437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -816437.625000 Penalty: 2674.366455
	Iteration 46Q: 3 clusters Score -816437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -816438.062500 Penalty: 2674.366455
	Iteration 47Q: 3 clusters Score -816438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -816439.562500 Penalty: 2674.366455
	Iteration 48Q: 3 clusters Score -816439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -816440.250000 Penalty: 2674.366455
	Iteration 49Q: 3 clusters Score -816440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -816440.750000 Penalty: 2674.366455
	Iteration 50Q: 3 clusters Score -816440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -816440.000000 Penalty: 2674.366455
	Iteration 51Q: 3 clusters Score -816440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -816440.312500 Penalty: 2674.366455
	Iteration 52Q: 3 clusters Score -816440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -816443.937500 Penalty: 2674.366455
	Iteration 53Q: 3 clusters Score -816443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -816445.062500 Penalty: 2674.366455
	Iteration 54Q: 3 clusters Score -816445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -816444.937500 Penalty: 2674.366455
	Iteration 55Q: 3 clusters Score -816444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -816444.937500 Penalty: 2674.366455
	Iteration 56F: 3 clusters Score -816444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -1070294.500000 Penalty: 1360.927124
	Iteration 0F: 2 clusters Score -1070294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1063989.375000 Penalty: 2721.854248
	Iteration 0F: 3 clusters Score -1063989 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1066123.875000 Penalty: 2721.854248
	Iteration 1F: 3 clusters Score -1066124 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1066517.625000 Penalty: 2721.854248
	Iteration 2F: 3 clusters Score -1066518 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1066814.000000 Penalty: 2721.854248
	Iteration 3F: 3 clusters Score -1066814 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1067103.750000 Penalty: 2721.854248
	Iteration 4F: 3 clusters Score -1067104 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1067466.500000 Penalty: 2721.854248
	Iteration 5F: 3 clusters Score -1067466 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1067846.500000 Penalty: 2721.854248
	Iteration 6Q: 3 clusters Score -1067846 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1068204.250000 Penalty: 2721.854248
	Iteration 7Q: 3 clusters Score -1068204 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1068553.875000 Penalty: 2721.854248
	Iteration 8Q: 3 clusters Score -1068554 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1068875.500000 Penalty: 2721.854248
	Iteration 9Q: 3 clusters Score -1068876 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1069135.125000 Penalty: 2721.854248
	Iteration 10Q: 3 clusters Score -1069135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1069338.250000 Penalty: 2721.854248
	Iteration 11Q: 3 clusters Score -1069338 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1069522.875000 Penalty: 2721.854248
	Iteration 12Q: 3 clusters Score -1069523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1069676.500000 Penalty: 2721.854248
	Iteration 13Q: 3 clusters Score -1069676 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1069832.750000 Penalty: 2721.854248
	Iteration 14Q: 3 clusters Score -1069833 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1069937.750000 Penalty: 2721.854248
	Iteration 15Q: 3 clusters Score -1069938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1070025.750000 Penalty: 2721.854248
	Iteration 16Q: 3 clusters Score -1070026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1070075.375000 Penalty: 2721.854248
	Iteration 17Q: 3 clusters Score -1070075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1070113.250000 Penalty: 2721.854248
	Iteration 18Q: 3 clusters Score -1070113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1070138.125000 Penalty: 2721.854248
	Iteration 19Q: 3 clusters Score -1070138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1070156.625000 Penalty: 2721.854248
	Iteration 20F: 3 clusters Score -1070157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1070171.500000 Penalty: 2721.854248
	Iteration 21Q: 3 clusters Score -1070172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1070186.250000 Penalty: 2721.854248
	Iteration 22Q: 3 clusters Score -1070186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1070194.125000 Penalty: 2721.854248
	Iteration 23Q: 3 clusters Score -1070194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1070205.125000 Penalty: 2721.854248
	Iteration 24Q: 3 clusters Score -1070205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1070210.750000 Penalty: 2721.854248
	Iteration 25Q: 3 clusters Score -1070211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1070216.125000 Penalty: 2721.854248
	Iteration 26Q: 3 clusters Score -1070216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1070222.375000 Penalty: 2721.854248
	Iteration 27Q: 3 clusters Score -1070222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1070226.250000 Penalty: 2721.854248
	Iteration 28Q: 3 clusters Score -1070226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1070230.625000 Penalty: 2721.854248
	Iteration 29Q: 3 clusters Score -1070231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1070235.000000 Penalty: 2721.854248
	Iteration 30Q: 3 clusters Score -1070235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1070237.125000 Penalty: 2721.854248
	Iteration 31Q: 3 clusters Score -1070237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1070240.875000 Penalty: 2721.854248
	Iteration 32Q: 3 clusters Score -1070241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1070242.125000 Penalty: 2721.854248
	Iteration 33Q: 3 clusters Score -1070242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1070243.000000 Penalty: 2721.854248
	Iteration 34Q: 3 clusters Score -1070243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1070245.875000 Penalty: 2721.854248
	Iteration 35Q: 3 clusters Score -1070246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1070250.125000 Penalty: 2721.854248
	Iteration 36Q: 3 clusters Score -1070250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1070253.500000 Penalty: 2721.854248
	Iteration 37Q: 3 clusters Score -1070254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1070255.375000 Penalty: 2721.854248
	Iteration 38Q: 3 clusters Score -1070255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1070259.375000 Penalty: 2721.854248
	Iteration 39Q: 3 clusters Score -1070259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1070261.375000 Penalty: 2721.854248
	Iteration 40F: 3 clusters Score -1070261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1070260.875000 Penalty: 2721.854248
	Iteration 41Q: 3 clusters Score -1070261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1070261.250000 Penalty: 2721.854248
	Iteration 42Q: 3 clusters Score -1070261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1070263.125000 Penalty: 2721.854248
	Iteration 43Q: 3 clusters Score -1070263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1070262.750000 Penalty: 2721.854248
	Iteration 44Q: 3 clusters Score -1070263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1070262.750000 Penalty: 2721.854248
	Iteration 45F: 3 clusters Score -1070263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -1249373.250000 Penalty: 1389.157959
	Iteration 0F: 2 clusters Score -1249373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1241820.875000 Penalty: 2778.315918
	Iteration 0F: 3 clusters Score -1241821 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1244196.625000 Penalty: 2778.315918
	Iteration 1F: 3 clusters Score -1244197 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1244509.375000 Penalty: 2778.315918
	Iteration 2F: 3 clusters Score -1244509 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1244722.875000 Penalty: 2778.315918
	Iteration 3Q: 3 clusters Score -1244723 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1244897.250000 Penalty: 2778.315918
	Iteration 4Q: 3 clusters Score -1244897 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1245054.375000 Penalty: 2778.315918
	Iteration 5Q: 3 clusters Score -1245054 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1245200.000000 Penalty: 2778.315918
	Iteration 6Q: 3 clusters Score -1245200 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1245348.125000 Penalty: 2778.315918
	Iteration 7Q: 3 clusters Score -1245348 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1245494.125000 Penalty: 2778.315918
	Iteration 8Q: 3 clusters Score -1245494 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1245656.500000 Penalty: 2778.315918
	Iteration 9Q: 3 clusters Score -1245656 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1245829.500000 Penalty: 2778.315918
	Iteration 10Q: 3 clusters Score -1245830 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1246012.125000 Penalty: 2778.315918
	Iteration 11Q: 3 clusters Score -1246012 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1246208.500000 Penalty: 2778.315918
	Iteration 12Q: 3 clusters Score -1246208 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1246365.750000 Penalty: 2778.315918
	Iteration 13Q: 3 clusters Score -1246366 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1246519.000000 Penalty: 2778.315918
	Iteration 14Q: 3 clusters Score -1246519 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1246657.000000 Penalty: 2778.315918
	Iteration 15Q: 3 clusters Score -1246657 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1246769.625000 Penalty: 2778.315918
	Iteration 16Q: 3 clusters Score -1246770 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1246858.500000 Penalty: 2778.315918
	Iteration 17Q: 3 clusters Score -1246858 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1246940.125000 Penalty: 2778.315918
	Iteration 18Q: 3 clusters Score -1246940 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1247010.250000 Penalty: 2778.315918
	Iteration 19Q: 3 clusters Score -1247010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1247067.250000 Penalty: 2778.315918
	Iteration 20F: 3 clusters Score -1247067 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1247113.375000 Penalty: 2778.315918
	Iteration 21Q: 3 clusters Score -1247113 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1247160.875000 Penalty: 2778.315918
	Iteration 22Q: 3 clusters Score -1247161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1247198.625000 Penalty: 2778.315918
	Iteration 23Q: 3 clusters Score -1247199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1247226.375000 Penalty: 2778.315918
	Iteration 24Q: 3 clusters Score -1247226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1247250.625000 Penalty: 2778.315918
	Iteration 25Q: 3 clusters Score -1247251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1247265.000000 Penalty: 2778.315918
	Iteration 26Q: 3 clusters Score -1247265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1247284.000000 Penalty: 2778.315918
	Iteration 27Q: 3 clusters Score -1247284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1247298.250000 Penalty: 2778.315918
	Iteration 28Q: 3 clusters Score -1247298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1247310.500000 Penalty: 2778.315918
	Iteration 29Q: 3 clusters Score -1247310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1247321.125000 Penalty: 2778.315918
	Iteration 30Q: 3 clusters Score -1247321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1247331.500000 Penalty: 2778.315918
	Iteration 31Q: 3 clusters Score -1247332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1247339.000000 Penalty: 2778.315918
	Iteration 32Q: 3 clusters Score -1247339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1247343.375000 Penalty: 2778.315918
	Iteration 33Q: 3 clusters Score -1247343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1247345.125000 Penalty: 2778.315918
	Iteration 34Q: 3 clusters Score -1247345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1247352.625000 Penalty: 2778.315918
	Iteration 35Q: 3 clusters Score -1247353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1247355.000000 Penalty: 2778.315918
	Iteration 36Q: 3 clusters Score -1247355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1247356.500000 Penalty: 2778.315918
	Iteration 37Q: 3 clusters Score -1247356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1247359.000000 Penalty: 2778.315918
	Iteration 38Q: 3 clusters Score -1247359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1247364.000000 Penalty: 2778.315918
	Iteration 39Q: 3 clusters Score -1247364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1247369.125000 Penalty: 2778.315918
	Iteration 40F: 3 clusters Score -1247369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1247375.625000 Penalty: 2778.315918
	Iteration 41Q: 3 clusters Score -1247376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1247381.250000 Penalty: 2778.315918
	Iteration 42Q: 3 clusters Score -1247381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1247387.625000 Penalty: 2778.315918
	Iteration 43Q: 3 clusters Score -1247388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1247396.375000 Penalty: 2778.315918
	Iteration 44Q: 3 clusters Score -1247396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1247401.125000 Penalty: 2778.315918
	Iteration 45Q: 3 clusters Score -1247401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1247403.500000 Penalty: 2778.315918
	Iteration 46Q: 3 clusters Score -1247404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1247414.000000 Penalty: 2778.315918
	Iteration 47Q: 3 clusters Score -1247414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1247420.125000 Penalty: 2778.315918
	Iteration 48Q: 3 clusters Score -1247420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1247427.375000 Penalty: 2778.315918
	Iteration 49Q: 3 clusters Score -1247427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1247430.750000 Penalty: 2778.315918
	Iteration 50Q: 3 clusters Score -1247431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1247437.750000 Penalty: 2778.315918
	Iteration 51Q: 3 clusters Score -1247438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1247440.625000 Penalty: 2778.315918
	Iteration 52Q: 3 clusters Score -1247441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1247453.250000 Penalty: 2778.315918
	Iteration 53Q: 3 clusters Score -1247453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1247462.625000 Penalty: 2778.315918
	Iteration 54Q: 3 clusters Score -1247463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1247472.000000 Penalty: 2778.315918
	Iteration 55Q: 3 clusters Score -1247472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1247483.750000 Penalty: 2778.315918
	Iteration 56Q: 3 clusters Score -1247484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1247495.250000 Penalty: 2778.315918
	Iteration 57Q: 3 clusters Score -1247495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1247498.750000 Penalty: 2778.315918
	Iteration 58Q: 3 clusters Score -1247499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1247510.750000 Penalty: 2778.315918
	Iteration 59Q: 3 clusters Score -1247511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1247513.625000 Penalty: 2778.315918
	Iteration 60F: 3 clusters Score -1247514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1247523.250000 Penalty: 2778.315918
	Iteration 61Q: 3 clusters Score -1247523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1247533.125000 Penalty: 2778.315918
	Iteration 62Q: 3 clusters Score -1247533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1247538.875000 Penalty: 2778.315918
	Iteration 63Q: 3 clusters Score -1247539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1247551.625000 Penalty: 2778.315918
	Iteration 64Q: 3 clusters Score -1247552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1247565.375000 Penalty: 2778.315918
	Iteration 65Q: 3 clusters Score -1247565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1247577.875000 Penalty: 2778.315918
	Iteration 66Q: 3 clusters Score -1247578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1247589.125000 Penalty: 2778.315918
	Iteration 67Q: 3 clusters Score -1247589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1247596.125000 Penalty: 2778.315918
	Iteration 68Q: 3 clusters Score -1247596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1247611.875000 Penalty: 2778.315918
	Iteration 69Q: 3 clusters Score -1247612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1247620.000000 Penalty: 2778.315918
	Iteration 70Q: 3 clusters Score -1247620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1247630.875000 Penalty: 2778.315918
	Iteration 71Q: 3 clusters Score -1247631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1247639.125000 Penalty: 2778.315918
	Iteration 72Q: 3 clusters Score -1247639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1247648.875000 Penalty: 2778.315918
	Iteration 73Q: 3 clusters Score -1247649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1247660.750000 Penalty: 2778.315918
	Iteration 74Q: 3 clusters Score -1247661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1247665.625000 Penalty: 2778.315918
	Iteration 75Q: 3 clusters Score -1247666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1247673.000000 Penalty: 2778.315918
	Iteration 76Q: 3 clusters Score -1247673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1247684.875000 Penalty: 2778.315918
	Iteration 77Q: 3 clusters Score -1247685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1247699.625000 Penalty: 2778.315918
	Iteration 78Q: 3 clusters Score -1247700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1247705.000000 Penalty: 2778.315918
	Iteration 79Q: 3 clusters Score -1247705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1247711.250000 Penalty: 2778.315918
	Iteration 80F: 3 clusters Score -1247711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1247723.375000 Penalty: 2778.315918
	Iteration 81Q: 3 clusters Score -1247723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1247741.375000 Penalty: 2778.315918
	Iteration 82Q: 3 clusters Score -1247741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1247761.000000 Penalty: 2778.315918
	Iteration 83Q: 3 clusters Score -1247761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1247788.375000 Penalty: 2778.315918
	Iteration 84Q: 3 clusters Score -1247788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1247811.625000 Penalty: 2778.315918
	Iteration 85Q: 3 clusters Score -1247812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1247836.500000 Penalty: 2778.315918
	Iteration 86Q: 3 clusters Score -1247836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1247853.875000 Penalty: 2778.315918
	Iteration 87Q: 3 clusters Score -1247854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1247872.750000 Penalty: 2778.315918
	Iteration 88Q: 3 clusters Score -1247873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1247881.250000 Penalty: 2778.315918
	Iteration 89Q: 3 clusters Score -1247881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1247899.375000 Penalty: 2778.315918
	Iteration 90Q: 3 clusters Score -1247899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1247914.125000 Penalty: 2778.315918
	Iteration 91Q: 3 clusters Score -1247914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1247940.375000 Penalty: 2778.315918
	Iteration 92Q: 3 clusters Score -1247940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1247953.000000 Penalty: 2778.315918
	Iteration 93Q: 3 clusters Score -1247953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1247977.375000 Penalty: 2778.315918
	Iteration 94Q: 3 clusters Score -1247977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1247994.875000 Penalty: 2778.315918
	Iteration 95Q: 3 clusters Score -1247995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1248029.375000 Penalty: 2778.315918
	Iteration 96Q: 3 clusters Score -1248029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1248050.875000 Penalty: 2778.315918
	Iteration 97Q: 3 clusters Score -1248051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1248064.625000 Penalty: 2778.315918
	Iteration 98Q: 3 clusters Score -1248065 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1248080.750000 Penalty: 2778.315918
	Iteration 99Q: 3 clusters Score -1248081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1248088.375000 Penalty: 2778.315918
	Iteration 100F: 3 clusters Score -1248088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1248107.500000 Penalty: 2778.315918
	Iteration 101Q: 3 clusters Score -1248108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1248112.000000 Penalty: 2778.315918
	Iteration 102Q: 3 clusters Score -1248112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1248122.125000 Penalty: 2778.315918
	Iteration 103Q: 3 clusters Score -1248122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1248138.750000 Penalty: 2778.315918
	Iteration 104Q: 3 clusters Score -1248139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1248159.375000 Penalty: 2778.315918
	Iteration 105Q: 3 clusters Score -1248159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1248169.625000 Penalty: 2778.315918
	Iteration 106Q: 3 clusters Score -1248170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1248181.750000 Penalty: 2778.315918
	Iteration 107Q: 3 clusters Score -1248182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1248198.000000 Penalty: 2778.315918
	Iteration 108Q: 3 clusters Score -1248198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1248212.000000 Penalty: 2778.315918
	Iteration 109Q: 3 clusters Score -1248212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1248221.250000 Penalty: 2778.315918
	Iteration 110Q: 3 clusters Score -1248221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1248238.125000 Penalty: 2778.315918
	Iteration 111Q: 3 clusters Score -1248238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1248250.375000 Penalty: 2778.315918
	Iteration 112Q: 3 clusters Score -1248250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1248265.375000 Penalty: 2778.315918
	Iteration 113Q: 3 clusters Score -1248265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1248265.125000 Penalty: 2778.315918
	Iteration 114Q: 3 clusters Score -1248265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1248279.250000 Penalty: 2778.315918
	Iteration 115Q: 3 clusters Score -1248279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1248286.125000 Penalty: 2778.315918
	Iteration 116Q: 3 clusters Score -1248286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1248299.125000 Penalty: 2778.315918
	Iteration 117Q: 3 clusters Score -1248299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1248315.500000 Penalty: 2778.315918
	Iteration 118Q: 3 clusters Score -1248316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1248327.750000 Penalty: 2778.315918
	Iteration 119Q: 3 clusters Score -1248328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1248336.750000 Penalty: 2778.315918
	Iteration 120F: 3 clusters Score -1248337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1248352.875000 Penalty: 2778.315918
	Iteration 121Q: 3 clusters Score -1248353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1248358.125000 Penalty: 2778.315918
	Iteration 122Q: 3 clusters Score -1248358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1248366.375000 Penalty: 2778.315918
	Iteration 123Q: 3 clusters Score -1248366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1248372.750000 Penalty: 2778.315918
	Iteration 124Q: 3 clusters Score -1248373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1248381.125000 Penalty: 2778.315918
	Iteration 125Q: 3 clusters Score -1248381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1248380.000000 Penalty: 2778.315918
	Iteration 126Q: 3 clusters Score -1248380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1248387.125000 Penalty: 2778.315918
	Iteration 127Q: 3 clusters Score -1248387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1248392.625000 Penalty: 2778.315918
	Iteration 128Q: 3 clusters Score -1248393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1248400.625000 Penalty: 2778.315918
	Iteration 129Q: 3 clusters Score -1248401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1248402.875000 Penalty: 2778.315918
	Iteration 130Q: 3 clusters Score -1248403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1248407.125000 Penalty: 2778.315918
	Iteration 131Q: 3 clusters Score -1248407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1248413.750000 Penalty: 2778.315918
	Iteration 132Q: 3 clusters Score -1248414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1248417.375000 Penalty: 2778.315918
	Iteration 133Q: 3 clusters Score -1248417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1248428.500000 Penalty: 2778.315918
	Iteration 134Q: 3 clusters Score -1248428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1248432.500000 Penalty: 2778.315918
	Iteration 135Q: 3 clusters Score -1248432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1248435.500000 Penalty: 2778.315918
	Iteration 136Q: 3 clusters Score -1248436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1248436.125000 Penalty: 2778.315918
	Iteration 137Q: 3 clusters Score -1248436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1248442.625000 Penalty: 2778.315918
	Iteration 138Q: 3 clusters Score -1248443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1248446.125000 Penalty: 2778.315918
	Iteration 139Q: 3 clusters Score -1248446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1248450.500000 Penalty: 2778.315918
	Iteration 140F: 3 clusters Score -1248450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1248450.250000 Penalty: 2778.315918
	Iteration 141Q: 3 clusters Score -1248450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1248450.375000 Penalty: 2778.315918
	Iteration 142Q: 3 clusters Score -1248450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1248456.875000 Penalty: 2778.315918
	Iteration 143Q: 3 clusters Score -1248457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1248454.750000 Penalty: 2778.315918
	Iteration 144Q: 3 clusters Score -1248455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1248455.250000 Penalty: 2778.315918
	Iteration 145Q: 3 clusters Score -1248455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1248457.625000 Penalty: 2778.315918
	Iteration 146Q: 3 clusters Score -1248458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1248459.125000 Penalty: 2778.315918
	Iteration 147Q: 3 clusters Score -1248459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1248459.875000 Penalty: 2778.315918
	Iteration 148Q: 3 clusters Score -1248460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1248461.250000 Penalty: 2778.315918
	Iteration 149Q: 3 clusters Score -1248461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1248462.750000 Penalty: 2778.315918
	Iteration 150Q: 3 clusters Score -1248463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1248464.000000 Penalty: 2778.315918
	Iteration 151Q: 3 clusters Score -1248464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1248464.875000 Penalty: 2778.315918
	Iteration 152Q: 3 clusters Score -1248465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1248466.625000 Penalty: 2778.315918
	Iteration 153Q: 3 clusters Score -1248467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1248464.250000 Penalty: 2778.315918
	Iteration 154Q: 3 clusters Score -1248464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1248466.375000 Penalty: 2778.315918
	Iteration 155Q: 3 clusters Score -1248466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1248467.500000 Penalty: 2778.315918
	Iteration 156Q: 3 clusters Score -1248468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1248466.000000 Penalty: 2778.315918
	Iteration 157Q: 3 clusters Score -1248466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1248464.250000 Penalty: 2778.315918
	Iteration 158Q: 3 clusters Score -1248464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1248467.875000 Penalty: 2778.315918
	Iteration 159Q: 3 clusters Score -1248468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1248471.000000 Penalty: 2778.315918
	Iteration 160F: 3 clusters Score -1248471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1248469.125000 Penalty: 2778.315918
	Iteration 161Q: 3 clusters Score -1248469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1248468.875000 Penalty: 2778.315918
	Iteration 162Q: 3 clusters Score -1248469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1248471.375000 Penalty: 2778.315918
	Iteration 163Q: 3 clusters Score -1248471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1248471.500000 Penalty: 2778.315918
	Iteration 164Q: 3 clusters Score -1248472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1248475.000000 Penalty: 2778.315918
	Iteration 165Q: 3 clusters Score -1248475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1248478.500000 Penalty: 2778.315918
	Iteration 166Q: 3 clusters Score -1248478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1248481.875000 Penalty: 2778.315918
	Iteration 167Q: 3 clusters Score -1248482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1248480.250000 Penalty: 2778.315918
	Iteration 168Q: 3 clusters Score -1248480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1248482.375000 Penalty: 2778.315918
	Iteration 169Q: 3 clusters Score -1248482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1248486.125000 Penalty: 2778.315918
	Iteration 170Q: 3 clusters Score -1248486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1248486.750000 Penalty: 2778.315918
	Iteration 171Q: 3 clusters Score -1248487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1248491.250000 Penalty: 2778.315918
	Iteration 172Q: 3 clusters Score -1248491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1248492.125000 Penalty: 2778.315918
	Iteration 173Q: 3 clusters Score -1248492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1248492.250000 Penalty: 2778.315918
	Iteration 174Q: 3 clusters Score -1248492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1248492.500000 Penalty: 2778.315918
	Iteration 175Q: 3 clusters Score -1248492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1248494.625000 Penalty: 2778.315918
	Iteration 176Q: 3 clusters Score -1248495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1248495.250000 Penalty: 2778.315918
	Iteration 177Q: 3 clusters Score -1248495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1248495.125000 Penalty: 2778.315918
	Iteration 178Q: 3 clusters Score -1248495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1248492.500000 Penalty: 2778.315918
	Iteration 179Q: 3 clusters Score -1248492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1248494.125000 Penalty: 2778.315918
	Iteration 180F: 3 clusters Score -1248494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1248494.250000 Penalty: 2778.315918
	Iteration 181Q: 3 clusters Score -1248494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1248495.750000 Penalty: 2778.315918
	Iteration 182Q: 3 clusters Score -1248496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1248493.500000 Penalty: 2778.315918
	Iteration 183Q: 3 clusters Score -1248494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1248492.375000 Penalty: 2778.315918
	Iteration 184Q: 3 clusters Score -1248492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1248493.000000 Penalty: 2778.315918
	Iteration 185Q: 3 clusters Score -1248493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1248493.000000 Penalty: 2778.315918
	Iteration 186F: 3 clusters Score -1248493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31291.486328 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31291.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31385.802734 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31420.314453 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31420.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31428.296875 Penalty: 1695.455078
	Iteration 3Q: 3 clusters Score -31428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31431.615234 Penalty: 1695.455078
	Iteration 4Q: 3 clusters Score -31431.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31431.615234 Penalty: 1695.455078
	Iteration 5F: 3 clusters Score -31431.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -258280.171875 Penalty: 1161.090454
	Iteration 0F: 2 clusters Score -258280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256119.875000 Penalty: 2322.180908
	Iteration 0F: 3 clusters Score -256119.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -256689.703125 Penalty: 2322.180908
	Iteration 1F: 3 clusters Score -256689.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -256876.218750 Penalty: 2322.180908
	Iteration 2F: 3 clusters Score -256876.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -257024.796875 Penalty: 2322.180908
	Iteration 3Q: 3 clusters Score -257024.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -257125.031250 Penalty: 2322.180908
	Iteration 4Q: 3 clusters Score -257125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -257204.406250 Penalty: 2322.180908
	Iteration 5Q: 3 clusters Score -257204.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -257269.125000 Penalty: 2322.180908
	Iteration 6Q: 3 clusters Score -257269.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -257344.984375 Penalty: 2322.180908
	Iteration 7Q: 3 clusters Score -257345 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -257413.578125 Penalty: 2322.180908
	Iteration 8Q: 3 clusters Score -257413.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -257464.390625 Penalty: 2322.180908
	Iteration 9Q: 3 clusters Score -257464.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257510.875000 Penalty: 2322.180908
	Iteration 10Q: 3 clusters Score -257510.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257546.234375 Penalty: 2322.180908
	Iteration 11Q: 3 clusters Score -257546.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257586.000000 Penalty: 2322.180908
	Iteration 12Q: 3 clusters Score -257586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257626.234375 Penalty: 2322.180908
	Iteration 13Q: 3 clusters Score -257626.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -257661.578125 Penalty: 2322.180908
	Iteration 14Q: 3 clusters Score -257661.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -257700.015625 Penalty: 2322.180908
	Iteration 15Q: 3 clusters Score -257700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -257738.000000 Penalty: 2322.180908
	Iteration 16Q: 3 clusters Score -257738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257773.062500 Penalty: 2322.180908
	Iteration 17Q: 3 clusters Score -257773.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -257795.984375 Penalty: 2322.180908
	Iteration 18Q: 3 clusters Score -257796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -257810.562500 Penalty: 2322.180908
	Iteration 19Q: 3 clusters Score -257810.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -257824.968750 Penalty: 2322.180908
	Iteration 20F: 3 clusters Score -257825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257839.218750 Penalty: 2322.180908
	Iteration 21Q: 3 clusters Score -257839.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257851.578125 Penalty: 2322.180908
	Iteration 22Q: 3 clusters Score -257851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -257858.078125 Penalty: 2322.180908
	Iteration 23Q: 3 clusters Score -257858.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -257861.781250 Penalty: 2322.180908
	Iteration 24Q: 3 clusters Score -257861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -257864.062500 Penalty: 2322.180908
	Iteration 25Q: 3 clusters Score -257864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -257864.234375 Penalty: 2322.180908
	Iteration 26Q: 3 clusters Score -257864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -257866.421875 Penalty: 2322.180908
	Iteration 27Q: 3 clusters Score -257866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -257867.328125 Penalty: 2322.180908
	Iteration 28Q: 3 clusters Score -257867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -257868.859375 Penalty: 2322.180908
	Iteration 29Q: 3 clusters Score -257868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -257871.765625 Penalty: 2322.180908
	Iteration 30Q: 3 clusters Score -257871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -257876.437500 Penalty: 2322.180908
	Iteration 31Q: 3 clusters Score -257876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -257879.593750 Penalty: 2322.180908
	Iteration 32Q: 3 clusters Score -257879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -257883.046875 Penalty: 2322.180908
	Iteration 33Q: 3 clusters Score -257883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -257887.406250 Penalty: 2322.180908
	Iteration 34Q: 3 clusters Score -257887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257893.296875 Penalty: 2322.180908
	Iteration 35Q: 3 clusters Score -257893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -257899.250000 Penalty: 2322.180908
	Iteration 36Q: 3 clusters Score -257899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257904.390625 Penalty: 2322.180908
	Iteration 37Q: 3 clusters Score -257904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -257907.437500 Penalty: 2322.180908
	Iteration 38Q: 3 clusters Score -257907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257909.078125 Penalty: 2322.180908
	Iteration 39Q: 3 clusters Score -257909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -257911.734375 Penalty: 2322.180908
	Iteration 40F: 3 clusters Score -257911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -257912.375000 Penalty: 2322.180908
	Iteration 41Q: 3 clusters Score -257912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257913.359375 Penalty: 2322.180908
	Iteration 42Q: 3 clusters Score -257913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257915.765625 Penalty: 2322.180908
	Iteration 43Q: 3 clusters Score -257915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -257917.234375 Penalty: 2322.180908
	Iteration 44Q: 3 clusters Score -257917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -257917.328125 Penalty: 2322.180908
	Iteration 45Q: 3 clusters Score -257917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -257917.328125 Penalty: 2322.180908
	Iteration 46F: 3 clusters Score -257917.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Entering Unmasked Estep 
Score: -7234751.500000 Penalty: 1642.193115
	Iteration 0F: 2 clusters Score -7234752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -7194562.000000 Penalty: 3284.386230
	Iteration 0F: 3 clusters Score -7194562 nChanged 28695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -7210601.500000 Penalty: 3284.386230
	Iteration 1F: 3 clusters Score -7210602 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -7211237.500000 Penalty: 3284.386230
	Iteration 2Q: 3 clusters Score -7211238 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -7211939.000000 Penalty: 3284.386230
	Iteration 3Q: 3 clusters Score -7211939 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7212877.000000 Penalty: 3284.386230
	Iteration 4Q: 3 clusters Score -7212877 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -7214060.000000 Penalty: 3284.386230
	Iteration 5Q: 3 clusters Score -7214060 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -7215708.500000 Penalty: 3284.386230
	Iteration 6F: 3 clusters Score -7215708 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -7218203.000000 Penalty: 3284.386230
	Iteration 7F: 3 clusters Score -7218203 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -7221249.500000 Penalty: 3284.386230
	Iteration 8F: 3 clusters Score -7221250 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -7224488.500000 Penalty: 3284.386230
	Iteration 9F: 3 clusters Score -7224488 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7227469.000000 Penalty: 3284.386230
	Iteration 10F: 3 clusters Score -7227469 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -7229751.000000 Penalty: 3284.386230
	Iteration 11Q: 3 clusters Score -7229751 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7231230.000000 Penalty: 3284.386230
	Iteration 12Q: 3 clusters Score -7231230 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7232298.500000 Penalty: 3284.386230
	Iteration 13Q: 3 clusters Score -7232298 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7232805.500000 Penalty: 3284.386230
	Iteration 14Q: 3 clusters Score -7232806 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7233086.000000 Penalty: 3284.386230
	Iteration 15Q: 3 clusters Score -7233086 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7233180.000000 Penalty: 3284.386230
	Iteration 16Q: 3 clusters Score -7233180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7233271.500000 Penalty: 3284.386230
	Iteration 17Q: 3 clusters Score -7233272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7233312.500000 Penalty: 3284.386230
	Iteration 18Q: 3 clusters Score -7233312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7233343.500000 Penalty: 3284.386230
	Iteration 19Q: 3 clusters Score -7233344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7233374.500000 Penalty: 3284.386230
	Iteration 20F: 3 clusters Score -7233374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7233413.000000 Penalty: 3284.386230
	Iteration 21Q: 3 clusters Score -7233413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7233442.000000 Penalty: 3284.386230
	Iteration 22Q: 3 clusters Score -7233442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7233466.000000 Penalty: 3284.386230
	Iteration 23Q: 3 clusters Score -7233466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7233486.000000 Penalty: 3284.386230
	Iteration 24Q: 3 clusters Score -7233486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7233490.000000 Penalty: 3284.386230
	Iteration 25Q: 3 clusters Score -7233490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7233491.000000 Penalty: 3284.386230
	Iteration 26Q: 3 clusters Score -7233491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7233493.000000 Penalty: 3284.386230
	Iteration 27Q: 3 clusters Score -7233493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7233493.000000 Penalty: 3284.386230
	Iteration 28F: 3 clusters Score -7233493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Entering Unmasked Estep 
Score: -1714245.875000 Penalty: 1440.583862
	Iteration 0F: 2 clusters Score -1714246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1703662.125000 Penalty: 2881.167725
	Iteration 0F: 3 clusters Score -1703662 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1707430.875000 Penalty: 2881.167725
	Iteration 1F: 3 clusters Score -1707431 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1707824.500000 Penalty: 2881.167725
	Iteration 2F: 3 clusters Score -1707824 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1708130.750000 Penalty: 2881.167725
	Iteration 3Q: 3 clusters Score -1708131 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1708395.000000 Penalty: 2881.167725
	Iteration 4Q: 3 clusters Score -1708395 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1708604.500000 Penalty: 2881.167725
	Iteration 5Q: 3 clusters Score -1708604 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1708800.000000 Penalty: 2881.167725
	Iteration 6Q: 3 clusters Score -1708800 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1708975.625000 Penalty: 2881.167725
	Iteration 7Q: 3 clusters Score -1708976 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1709120.125000 Penalty: 2881.167725
	Iteration 8Q: 3 clusters Score -1709120 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1709264.250000 Penalty: 2881.167725
	Iteration 9Q: 3 clusters Score -1709264 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1709396.500000 Penalty: 2881.167725
	Iteration 10Q: 3 clusters Score -1709396 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1709531.875000 Penalty: 2881.167725
	Iteration 11Q: 3 clusters Score -1709532 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1709658.750000 Penalty: 2881.167725
	Iteration 12Q: 3 clusters Score -1709659 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1709789.625000 Penalty: 2881.167725
	Iteration 13Q: 3 clusters Score -1709790 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1709951.875000 Penalty: 2881.167725
	Iteration 14Q: 3 clusters Score -1709952 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1710185.000000 Penalty: 2881.167725
	Iteration 15Q: 3 clusters Score -1710185 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1710456.000000 Penalty: 2881.167725
	Iteration 16Q: 3 clusters Score -1710456 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1710763.750000 Penalty: 2881.167725
	Iteration 17Q: 3 clusters Score -1710764 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1711077.000000 Penalty: 2881.167725
	Iteration 18Q: 3 clusters Score -1711077 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1711420.875000 Penalty: 2881.167725
	Iteration 19Q: 3 clusters Score -1711421 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1711827.250000 Penalty: 2881.167725
	Iteration 20F: 3 clusters Score -1711827 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1712203.375000 Penalty: 2881.167725
	Iteration 21Q: 3 clusters Score -1712203 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1712573.250000 Penalty: 2881.167725
	Iteration 22Q: 3 clusters Score -1712573 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1712872.125000 Penalty: 2881.167725
	Iteration 23Q: 3 clusters Score -1712872 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1713139.125000 Penalty: 2881.167725
	Iteration 24Q: 3 clusters Score -1713139 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1713339.875000 Penalty: 2881.167725
	Iteration 25Q: 3 clusters Score -1713340 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1713484.375000 Penalty: 2881.167725
	Iteration 26Q: 3 clusters Score -1713484 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1713595.000000 Penalty: 2881.167725
	Iteration 27Q: 3 clusters Score -1713595 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1713664.375000 Penalty: 2881.167725
	Iteration 28Q: 3 clusters Score -1713664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1713718.250000 Penalty: 2881.167725
	Iteration 29Q: 3 clusters Score -1713718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1713756.125000 Penalty: 2881.167725
	Iteration 30Q: 3 clusters Score -1713756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1713784.250000 Penalty: 2881.167725
	Iteration 31Q: 3 clusters Score -1713784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1713804.375000 Penalty: 2881.167725
	Iteration 32Q: 3 clusters Score -1713804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1713816.375000 Penalty: 2881.167725
	Iteration 33Q: 3 clusters Score -1713816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1713829.500000 Penalty: 2881.167725
	Iteration 34Q: 3 clusters Score -1713830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1713842.750000 Penalty: 2881.167725
	Iteration 35Q: 3 clusters Score -1713843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1713851.125000 Penalty: 2881.167725
	Iteration 36Q: 3 clusters Score -1713851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1713852.250000 Penalty: 2881.167725
	Iteration 37Q: 3 clusters Score -1713852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1713853.250000 Penalty: 2881.167725
	Iteration 38Q: 3 clusters Score -1713853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1713856.500000 Penalty: 2881.167725
	Iteration 39Q: 3 clusters Score -1713856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1713860.875000 Penalty: 2881.167725
	Iteration 40F: 3 clusters Score -1713861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1713864.625000 Penalty: 2881.167725
	Iteration 41Q: 3 clusters Score -1713865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1713866.750000 Penalty: 2881.167725
	Iteration 42Q: 3 clusters Score -1713867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1713868.625000 Penalty: 2881.167725
	Iteration 43Q: 3 clusters Score -1713869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1713868.500000 Penalty: 2881.167725
	Iteration 44Q: 3 clusters Score -1713868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1713867.500000 Penalty: 2881.167725
	Iteration 45Q: 3 clusters Score -1713868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1713867.500000 Penalty: 2881.167725
	Iteration 46F: 3 clusters Score -1713868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Entering Unmasked Estep 
Score: -4896497.500000 Penalty: 1583.787476
	Iteration 0F: 2 clusters Score -4896498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4869053.500000 Penalty: 3167.574951
	Iteration 0F: 3 clusters Score -4869054 nChanged 19297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4879813.500000 Penalty: 3167.574951
	Iteration 1F: 3 clusters Score -4879814 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4880464.000000 Penalty: 3167.574951
	Iteration 2Q: 3 clusters Score -4880464 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4881120.000000 Penalty: 3167.574951
	Iteration 3Q: 3 clusters Score -4881120 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4881877.000000 Penalty: 3167.574951
	Iteration 4Q: 3 clusters Score -4881877 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4882638.000000 Penalty: 3167.574951
	Iteration 5Q: 3 clusters Score -4882638 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4883415.000000 Penalty: 3167.574951
	Iteration 6Q: 3 clusters Score -4883415 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4884268.000000 Penalty: 3167.574951
	Iteration 7Q: 3 clusters Score -4884268 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4885309.000000 Penalty: 3167.574951
	Iteration 8Q: 3 clusters Score -4885309 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4886391.500000 Penalty: 3167.574951
	Iteration 9Q: 3 clusters Score -4886392 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4887436.500000 Penalty: 3167.574951
	Iteration 10Q: 3 clusters Score -4887436 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4888475.500000 Penalty: 3167.574951
	Iteration 11Q: 3 clusters Score -4888476 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4889289.000000 Penalty: 3167.574951
	Iteration 12Q: 3 clusters Score -4889289 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4889953.500000 Penalty: 3167.574951
	Iteration 13Q: 3 clusters Score -4889954 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4890466.000000 Penalty: 3167.574951
	Iteration 14Q: 3 clusters Score -4890466 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4890920.500000 Penalty: 3167.574951
	Iteration 15Q: 3 clusters Score -4890920 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4891300.500000 Penalty: 3167.574951
	Iteration 16Q: 3 clusters Score -4891300 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4891628.000000 Penalty: 3167.574951
	Iteration 17Q: 3 clusters Score -4891628 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4891858.500000 Penalty: 3167.574951
	Iteration 18Q: 3 clusters Score -4891858 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4892116.000000 Penalty: 3167.574951
	Iteration 19Q: 3 clusters Score -4892116 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4892320.000000 Penalty: 3167.574951
	Iteration 20F: 3 clusters Score -4892320 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4892547.500000 Penalty: 3167.574951
	Iteration 21Q: 3 clusters Score -4892548 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -4892770.500000 Penalty: 3167.574951
	Iteration 22Q: 3 clusters Score -4892770 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4892965.500000 Penalty: 3167.574951
	Iteration 23Q: 3 clusters Score -4892966 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4893154.000000 Penalty: 3167.574951
	Iteration 24Q: 3 clusters Score -4893154 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4893381.500000 Penalty: 3167.574951
	Iteration 25Q: 3 clusters Score -4893382 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4893625.500000 Penalty: 3167.574951
	Iteration 26Q: 3 clusters Score -4893626 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4893843.000000 Penalty: 3167.574951
	Iteration 27Q: 3 clusters Score -4893843 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4894023.500000 Penalty: 3167.574951
	Iteration 28Q: 3 clusters Score -4894024 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4894199.000000 Penalty: 3167.574951
	Iteration 29Q: 3 clusters Score -4894199 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4894377.500000 Penalty: 3167.574951
	Iteration 30Q: 3 clusters Score -4894378 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4894535.000000 Penalty: 3167.574951
	Iteration 31Q: 3 clusters Score -4894535 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4894680.000000 Penalty: 3167.574951
	Iteration 32Q: 3 clusters Score -4894680 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4894788.000000 Penalty: 3167.574951
	Iteration 33Q: 3 clusters Score -4894788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4894887.000000 Penalty: 3167.574951
	Iteration 34Q: 3 clusters Score -4894887 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4894977.000000 Penalty: 3167.574951
	Iteration 35Q: 3 clusters Score -4894977 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4895041.500000 Penalty: 3167.574951
	Iteration 36Q: 3 clusters Score -4895042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4895103.000000 Penalty: 3167.574951
	Iteration 37Q: 3 clusters Score -4895103 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4895147.500000 Penalty: 3167.574951
	Iteration 38Q: 3 clusters Score -4895148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4895201.500000 Penalty: 3167.574951
	Iteration 39Q: 3 clusters Score -4895202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4895229.500000 Penalty: 3167.574951
	Iteration 40F: 3 clusters Score -4895230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4895247.500000 Penalty: 3167.574951
	Iteration 41Q: 3 clusters Score -4895248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4895272.000000 Penalty: 3167.574951
	Iteration 42Q: 3 clusters Score -4895272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4895284.000000 Penalty: 3167.574951
	Iteration 43Q: 3 clusters Score -4895284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4895282.000000 Penalty: 3167.574951
	Iteration 44Q: 3 clusters Score -4895282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4895292.500000 Penalty: 3167.574951
	Iteration 45Q: 3 clusters Score -4895292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4895309.500000 Penalty: 3167.574951
	Iteration 46Q: 3 clusters Score -4895310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4895317.000000 Penalty: 3167.574951
	Iteration 47Q: 3 clusters Score -4895317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4895336.000000 Penalty: 3167.574951
	Iteration 48Q: 3 clusters Score -4895336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4895340.000000 Penalty: 3167.574951
	Iteration 49Q: 3 clusters Score -4895340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4895356.000000 Penalty: 3167.574951
	Iteration 50Q: 3 clusters Score -4895356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4895368.000000 Penalty: 3167.574951
	Iteration 51Q: 3 clusters Score -4895368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4895372.500000 Penalty: 3167.574951
	Iteration 52Q: 3 clusters Score -4895372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4895378.500000 Penalty: 3167.574951
	Iteration 53Q: 3 clusters Score -4895378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4895385.000000 Penalty: 3167.574951
	Iteration 54Q: 3 clusters Score -4895385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4895384.500000 Penalty: 3167.574951
	Iteration 55Q: 3 clusters Score -4895384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4895389.500000 Penalty: 3167.574951
	Iteration 56Q: 3 clusters Score -4895390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4895388.000000 Penalty: 3167.574951
	Iteration 57Q: 3 clusters Score -4895388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4895385.500000 Penalty: 3167.574951
	Iteration 58Q: 3 clusters Score -4895386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4895385.500000 Penalty: 3167.574951
	Iteration 59F: 3 clusters Score -4895386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -454646.781250 Penalty: 1241.166504
	Iteration 0F: 2 clusters Score -454646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -451521.687500 Penalty: 2482.333008
	Iteration 0F: 3 clusters Score -451521.7 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -452481.812500 Penalty: 2482.333008
	Iteration 1F: 3 clusters Score -452481.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -452747.218750 Penalty: 2482.333008
	Iteration 2F: 3 clusters Score -452747.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -452962.062500 Penalty: 2482.333008
	Iteration 3F: 3 clusters Score -452962.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -453165.406250 Penalty: 2482.333008
	Iteration 4F: 3 clusters Score -453165.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -453344.437500 Penalty: 2482.333008
	Iteration 5Q: 3 clusters Score -453344.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -453474.656250 Penalty: 2482.333008
	Iteration 6Q: 3 clusters Score -453474.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -453595.125000 Penalty: 2482.333008
	Iteration 7Q: 3 clusters Score -453595.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -453713.312500 Penalty: 2482.333008
	Iteration 8Q: 3 clusters Score -453713.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -453800.281250 Penalty: 2482.333008
	Iteration 9Q: 3 clusters Score -453800.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -453864.406250 Penalty: 2482.333008
	Iteration 10Q: 3 clusters Score -453864.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -453924.375000 Penalty: 2482.333008
	Iteration 11Q: 3 clusters Score -453924.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -453970.625000 Penalty: 2482.333008
	Iteration 12Q: 3 clusters Score -453970.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -454001.875000 Penalty: 2482.333008
	Iteration 13Q: 3 clusters Score -454001.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -454027.000000 Penalty: 2482.333008
	Iteration 14Q: 3 clusters Score -454027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -454045.125000 Penalty: 2482.333008
	Iteration 15Q: 3 clusters Score -454045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -454059.093750 Penalty: 2482.333008
	Iteration 16Q: 3 clusters Score -454059.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -454070.406250 Penalty: 2482.333008
	Iteration 17Q: 3 clusters Score -454070.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -454079.718750 Penalty: 2482.333008
	Iteration 18Q: 3 clusters Score -454079.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -454089.812500 Penalty: 2482.333008
	Iteration 19Q: 3 clusters Score -454089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -454097.312500 Penalty: 2482.333008
	Iteration 20F: 3 clusters Score -454097.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -454105.593750 Penalty: 2482.333008
	Iteration 21Q: 3 clusters Score -454105.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -454111.656250 Penalty: 2482.333008
	Iteration 22Q: 3 clusters Score -454111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -454118.250000 Penalty: 2482.333008
	Iteration 23Q: 3 clusters Score -454118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -454126.625000 Penalty: 2482.333008
	Iteration 24Q: 3 clusters Score -454126.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -454136.718750 Penalty: 2482.333008
	Iteration 25Q: 3 clusters Score -454136.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -454144.187500 Penalty: 2482.333008
	Iteration 26Q: 3 clusters Score -454144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -454148.718750 Penalty: 2482.333008
	Iteration 27Q: 3 clusters Score -454148.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -454150.312500 Penalty: 2482.333008
	Iteration 28Q: 3 clusters Score -454150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -454151.156250 Penalty: 2482.333008
	Iteration 29Q: 3 clusters Score -454151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -454153.000000 Penalty: 2482.333008
	Iteration 30Q: 3 clusters Score -454153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -454154.468750 Penalty: 2482.333008
	Iteration 31Q: 3 clusters Score -454154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -454154.562500 Penalty: 2482.333008
	Iteration 32Q: 3 clusters Score -454154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -454154.531250 Penalty: 2482.333008
	Iteration 33Q: 3 clusters Score -454154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -454156.062500 Penalty: 2482.333008
	Iteration 34Q: 3 clusters Score -454156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454156.343750 Penalty: 2482.333008
	Iteration 35Q: 3 clusters Score -454156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -454157.156250 Penalty: 2482.333008
	Iteration 36Q: 3 clusters Score -454157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -454157.156250 Penalty: 2482.333008
	Iteration 37F: 3 clusters Score -454157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -973163.812500 Penalty: 1342.180054
	Iteration 0F: 2 clusters Score -973163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -967449.687500 Penalty: 2684.360107
	Iteration 0F: 3 clusters Score -967449.7 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -969300.187500 Penalty: 2684.360107
	Iteration 1F: 3 clusters Score -969300.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -969616.625000 Penalty: 2684.360107
	Iteration 2F: 3 clusters Score -969616.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -969816.000000 Penalty: 2684.360107
	Iteration 3F: 3 clusters Score -969816 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -969971.187500 Penalty: 2684.360107
	Iteration 4Q: 3 clusters Score -969971.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -970105.375000 Penalty: 2684.360107
	Iteration 5Q: 3 clusters Score -970105.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -970226.125000 Penalty: 2684.360107
	Iteration 6Q: 3 clusters Score -970226.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -970359.125000 Penalty: 2684.360107
	Iteration 7Q: 3 clusters Score -970359.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -970490.875000 Penalty: 2684.360107
	Iteration 8Q: 3 clusters Score -970490.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -970619.125000 Penalty: 2684.360107
	Iteration 9Q: 3 clusters Score -970619.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -970747.375000 Penalty: 2684.360107
	Iteration 10Q: 3 clusters Score -970747.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -970870.687500 Penalty: 2684.360107
	Iteration 11Q: 3 clusters Score -970870.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -971001.500000 Penalty: 2684.360107
	Iteration 12Q: 3 clusters Score -971001.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -971132.437500 Penalty: 2684.360107
	Iteration 13Q: 3 clusters Score -971132.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -971256.187500 Penalty: 2684.360107
	Iteration 14Q: 3 clusters Score -971256.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -971376.437500 Penalty: 2684.360107
	Iteration 15Q: 3 clusters Score -971376.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -971492.500000 Penalty: 2684.360107
	Iteration 16Q: 3 clusters Score -971492.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -971589.812500 Penalty: 2684.360107
	Iteration 17Q: 3 clusters Score -971589.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -971685.812500 Penalty: 2684.360107
	Iteration 18Q: 3 clusters Score -971685.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -971744.562500 Penalty: 2684.360107
	Iteration 19Q: 3 clusters Score -971744.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -971805.750000 Penalty: 2684.360107
	Iteration 20F: 3 clusters Score -971805.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -971848.500000 Penalty: 2684.360107
	Iteration 21Q: 3 clusters Score -971848.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -971876.562500 Penalty: 2684.360107
	Iteration 22Q: 3 clusters Score -971876.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -971910.000000 Penalty: 2684.360107
	Iteration 23Q: 3 clusters Score -971910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -971942.312500 Penalty: 2684.360107
	Iteration 24Q: 3 clusters Score -971942.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -971961.250000 Penalty: 2684.360107
	Iteration 25Q: 3 clusters Score -971961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -971977.625000 Penalty: 2684.360107
	Iteration 26Q: 3 clusters Score -971977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -971992.437500 Penalty: 2684.360107
	Iteration 27Q: 3 clusters Score -971992.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -972003.125000 Penalty: 2684.360107
	Iteration 28Q: 3 clusters Score -972003.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -972013.062500 Penalty: 2684.360107
	Iteration 29Q: 3 clusters Score -972013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -972016.625000 Penalty: 2684.360107
	Iteration 30Q: 3 clusters Score -972016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -972021.750000 Penalty: 2684.360107
	Iteration 31Q: 3 clusters Score -972021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -972023.937500 Penalty: 2684.360107
	Iteration 32Q: 3 clusters Score -972023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -972025.937500 Penalty: 2684.360107
	Iteration 33Q: 3 clusters Score -972025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -972030.312500 Penalty: 2684.360107
	Iteration 34Q: 3 clusters Score -972030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -972033.125000 Penalty: 2684.360107
	Iteration 35Q: 3 clusters Score -972033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -972039.312500 Penalty: 2684.360107
	Iteration 36Q: 3 clusters Score -972039.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -972046.875000 Penalty: 2684.360107
	Iteration 37Q: 3 clusters Score -972046.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -972056.125000 Penalty: 2684.360107
	Iteration 38Q: 3 clusters Score -972056.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -972060.375000 Penalty: 2684.360107
	Iteration 39Q: 3 clusters Score -972060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -972062.312500 Penalty: 2684.360107
	Iteration 40F: 3 clusters Score -972062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -972062.125000 Penalty: 2684.360107
	Iteration 41Q: 3 clusters Score -972062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -972065.250000 Penalty: 2684.360107
	Iteration 42Q: 3 clusters Score -972065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -972065.250000 Penalty: 2684.360107
	Iteration 43Q: 3 clusters Score -972065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -972065.250000 Penalty: 2684.360107
	Iteration 44F: 3 clusters Score -972065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Entering Unmasked Estep 
Score: -1161652.750000 Penalty: 1379.351440
	Iteration 0F: 2 clusters Score -1161653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1154602.250000 Penalty: 2758.702881
	Iteration 0F: 3 clusters Score -1154602 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1156869.875000 Penalty: 2758.702881
	Iteration 1F: 3 clusters Score -1156870 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1157211.000000 Penalty: 2758.702881
	Iteration 2F: 3 clusters Score -1157211 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1157465.250000 Penalty: 2758.702881
	Iteration 3F: 3 clusters Score -1157465 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1157670.375000 Penalty: 2758.702881
	Iteration 4Q: 3 clusters Score -1157670 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1157833.875000 Penalty: 2758.702881
	Iteration 5Q: 3 clusters Score -1157834 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1157951.875000 Penalty: 2758.702881
	Iteration 6Q: 3 clusters Score -1157952 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1158066.000000 Penalty: 2758.702881
	Iteration 7Q: 3 clusters Score -1158066 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1158167.625000 Penalty: 2758.702881
	Iteration 8Q: 3 clusters Score -1158168 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1158260.375000 Penalty: 2758.702881
	Iteration 9Q: 3 clusters Score -1158260 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1158329.250000 Penalty: 2758.702881
	Iteration 10Q: 3 clusters Score -1158329 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1158395.875000 Penalty: 2758.702881
	Iteration 11Q: 3 clusters Score -1158396 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1158474.875000 Penalty: 2758.702881
	Iteration 12Q: 3 clusters Score -1158475 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1158543.375000 Penalty: 2758.702881
	Iteration 13Q: 3 clusters Score -1158543 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1158600.375000 Penalty: 2758.702881
	Iteration 14Q: 3 clusters Score -1158600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1158654.125000 Penalty: 2758.702881
	Iteration 15Q: 3 clusters Score -1158654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1158713.000000 Penalty: 2758.702881
	Iteration 16Q: 3 clusters Score -1158713 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1158767.875000 Penalty: 2758.702881
	Iteration 17Q: 3 clusters Score -1158768 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1158837.250000 Penalty: 2758.702881
	Iteration 18Q: 3 clusters Score -1158837 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1158932.375000 Penalty: 2758.702881
	Iteration 19Q: 3 clusters Score -1158932 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1159037.500000 Penalty: 2758.702881
	Iteration 20F: 3 clusters Score -1159038 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1159153.750000 Penalty: 2758.702881
	Iteration 21Q: 3 clusters Score -1159154 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1159269.750000 Penalty: 2758.702881
	Iteration 22Q: 3 clusters Score -1159270 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1159411.625000 Penalty: 2758.702881
	Iteration 23Q: 3 clusters Score -1159412 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1159563.500000 Penalty: 2758.702881
	Iteration 24Q: 3 clusters Score -1159564 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1159711.875000 Penalty: 2758.702881
	Iteration 25Q: 3 clusters Score -1159712 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1159853.500000 Penalty: 2758.702881
	Iteration 26Q: 3 clusters Score -1159854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1159996.750000 Penalty: 2758.702881
	Iteration 27Q: 3 clusters Score -1159997 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1160119.375000 Penalty: 2758.702881
	Iteration 28Q: 3 clusters Score -1160119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1160226.000000 Penalty: 2758.702881
	Iteration 29Q: 3 clusters Score -1160226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1160334.750000 Penalty: 2758.702881
	Iteration 30Q: 3 clusters Score -1160335 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1160411.500000 Penalty: 2758.702881
	Iteration 31Q: 3 clusters Score -1160412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1160457.000000 Penalty: 2758.702881
	Iteration 32Q: 3 clusters Score -1160457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1160500.750000 Penalty: 2758.702881
	Iteration 33Q: 3 clusters Score -1160501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1160540.000000 Penalty: 2758.702881
	Iteration 34Q: 3 clusters Score -1160540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1160567.250000 Penalty: 2758.702881
	Iteration 35Q: 3 clusters Score -1160567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1160590.625000 Penalty: 2758.702881
	Iteration 36Q: 3 clusters Score -1160591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1160605.125000 Penalty: 2758.702881
	Iteration 37Q: 3 clusters Score -1160605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1160608.875000 Penalty: 2758.702881
	Iteration 38Q: 3 clusters Score -1160609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1160618.625000 Penalty: 2758.702881
	Iteration 39Q: 3 clusters Score -1160619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1160623.875000 Penalty: 2758.702881
	Iteration 40F: 3 clusters Score -1160624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1160624.000000 Penalty: 2758.702881
	Iteration 41Q: 3 clusters Score -1160624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1160625.000000 Penalty: 2758.702881
	Iteration 42Q: 3 clusters Score -1160625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1160623.125000 Penalty: 2758.702881
	Iteration 43Q: 3 clusters Score -1160623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1160623.875000 Penalty: 2758.702881
	Iteration 44Q: 3 clusters Score -1160624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1160623.875000 Penalty: 2758.702881
	Iteration 45F: 3 clusters Score -1160624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -900118.937500 Penalty: 1339.106689
	Iteration 0F: 2 clusters Score -900118.9 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 4076 members 
Entering Unmasked Estep 
Score: -894494.375000 Penalty: 2678.213379
	Iteration 0F: 3 clusters Score -894494.4 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -896274.937500 Penalty: 2678.213379
	Iteration 1F: 3 clusters Score -896274.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -896574.062500 Penalty: 2678.213379
	Iteration 2F: 3 clusters Score -896574.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -896752.625000 Penalty: 2678.213379
	Iteration 3F: 3 clusters Score -896752.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -896868.687500 Penalty: 2678.213379
	Iteration 4Q: 3 clusters Score -896868.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -896952.687500 Penalty: 2678.213379
	Iteration 5Q: 3 clusters Score -896952.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -897026.500000 Penalty: 2678.213379
	Iteration 6Q: 3 clusters Score -897026.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -897076.937500 Penalty: 2678.213379
	Iteration 7Q: 3 clusters Score -897076.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -897121.937500 Penalty: 2678.213379
	Iteration 8Q: 3 clusters Score -897121.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -897155.312500 Penalty: 2678.213379
	Iteration 9Q: 3 clusters Score -897155.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -897179.812500 Penalty: 2678.213379
	Iteration 10Q: 3 clusters Score -897179.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -897210.625000 Penalty: 2678.213379
	Iteration 11Q: 3 clusters Score -897210.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -897237.625000 Penalty: 2678.213379
	Iteration 12Q: 3 clusters Score -897237.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -897269.062500 Penalty: 2678.213379
	Iteration 13Q: 3 clusters Score -897269.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -897302.062500 Penalty: 2678.213379
	Iteration 14Q: 3 clusters Score -897302.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -897335.250000 Penalty: 2678.213379
	Iteration 15Q: 3 clusters Score -897335.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -897363.812500 Penalty: 2678.213379
	Iteration 16Q: 3 clusters Score -897363.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -897398.062500 Penalty: 2678.213379
	Iteration 17Q: 3 clusters Score -897398.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -897424.625000 Penalty: 2678.213379
	Iteration 18Q: 3 clusters Score -897424.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -897447.000000 Penalty: 2678.213379
	Iteration 19Q: 3 clusters Score -897447 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -897462.312500 Penalty: 2678.213379
	Iteration 20F: 3 clusters Score -897462.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -897478.437500 Penalty: 2678.213379
	Iteration 21Q: 3 clusters Score -897478.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -897497.812500 Penalty: 2678.213379
	Iteration 22Q: 3 clusters Score -897497.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -897516.687500 Penalty: 2678.213379
	Iteration 23Q: 3 clusters Score -897516.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -897541.125000 Penalty: 2678.213379
	Iteration 24Q: 3 clusters Score -897541.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -897578.375000 Penalty: 2678.213379
	Iteration 25Q: 3 clusters Score -897578.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -897626.375000 Penalty: 2678.213379
	Iteration 26Q: 3 clusters Score -897626.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -897676.187500 Penalty: 2678.213379
	Iteration 27Q: 3 clusters Score -897676.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -897735.250000 Penalty: 2678.213379
	Iteration 28Q: 3 clusters Score -897735.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -897792.562500 Penalty: 2678.213379
	Iteration 29Q: 3 clusters Score -897792.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -897860.875000 Penalty: 2678.213379
	Iteration 30Q: 3 clusters Score -897860.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -897928.937500 Penalty: 2678.213379
	Iteration 31Q: 3 clusters Score -897928.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -898006.000000 Penalty: 2678.213379
	Iteration 32Q: 3 clusters Score -898006 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -898090.500000 Penalty: 2678.213379
	Iteration 33Q: 3 clusters Score -898090.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -898175.687500 Penalty: 2678.213379
	Iteration 34Q: 3 clusters Score -898175.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -898245.812500 Penalty: 2678.213379
	Iteration 35Q: 3 clusters Score -898245.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -898321.562500 Penalty: 2678.213379
	Iteration 36Q: 3 clusters Score -898321.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -898386.750000 Penalty: 2678.213379
	Iteration 37Q: 3 clusters Score -898386.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -898456.000000 Penalty: 2678.213379
	Iteration 38Q: 3 clusters Score -898456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -898505.500000 Penalty: 2678.213379
	Iteration 39Q: 3 clusters Score -898505.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -898561.750000 Penalty: 2678.213379
	Iteration 40F: 3 clusters Score -898561.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -898604.562500 Penalty: 2678.213379
	Iteration 41Q: 3 clusters Score -898604.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -898646.437500 Penalty: 2678.213379
	Iteration 42Q: 3 clusters Score -898646.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -898683.875000 Penalty: 2678.213379
	Iteration 43Q: 3 clusters Score -898683.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -898725.812500 Penalty: 2678.213379
	Iteration 44Q: 3 clusters Score -898725.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -898761.250000 Penalty: 2678.213379
	Iteration 45Q: 3 clusters Score -898761.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -898787.000000 Penalty: 2678.213379
	Iteration 46Q: 3 clusters Score -898787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -898812.375000 Penalty: 2678.213379
	Iteration 47Q: 3 clusters Score -898812.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -898838.375000 Penalty: 2678.213379
	Iteration 48Q: 3 clusters Score -898838.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -898860.437500 Penalty: 2678.213379
	Iteration 49Q: 3 clusters Score -898860.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -898879.000000 Penalty: 2678.213379
	Iteration 50Q: 3 clusters Score -898879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -898901.625000 Penalty: 2678.213379
	Iteration 51Q: 3 clusters Score -898901.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -898920.875000 Penalty: 2678.213379
	Iteration 52Q: 3 clusters Score -898920.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -898937.500000 Penalty: 2678.213379
	Iteration 53Q: 3 clusters Score -898937.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -898954.750000 Penalty: 2678.213379
	Iteration 54Q: 3 clusters Score -898954.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -898967.125000 Penalty: 2678.213379
	Iteration 55Q: 3 clusters Score -898967.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -898978.000000 Penalty: 2678.213379
	Iteration 56Q: 3 clusters Score -898978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -898986.875000 Penalty: 2678.213379
	Iteration 57Q: 3 clusters Score -898986.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -898991.437500 Penalty: 2678.213379
	Iteration 58Q: 3 clusters Score -898991.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -898995.625000 Penalty: 2678.213379
	Iteration 59Q: 3 clusters Score -898995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -898999.562500 Penalty: 2678.213379
	Iteration 60F: 3 clusters Score -898999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -899001.562500 Penalty: 2678.213379
	Iteration 61Q: 3 clusters Score -899001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -899005.187500 Penalty: 2678.213379
	Iteration 62Q: 3 clusters Score -899005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -899005.750000 Penalty: 2678.213379
	Iteration 63Q: 3 clusters Score -899005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -899006.875000 Penalty: 2678.213379
	Iteration 64Q: 3 clusters Score -899006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -899008.062500 Penalty: 2678.213379
	Iteration 65Q: 3 clusters Score -899008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -899009.375000 Penalty: 2678.213379
	Iteration 66Q: 3 clusters Score -899009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -899010.625000 Penalty: 2678.213379
	Iteration 67Q: 3 clusters Score -899010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -899012.000000 Penalty: 2678.213379
	Iteration 68Q: 3 clusters Score -899012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -899012.187500 Penalty: 2678.213379
	Iteration 69Q: 3 clusters Score -899012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -899012.187500 Penalty: 2678.213379
	Iteration 70F: 3 clusters Score -899012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -469801.187500 Penalty: 1240.312134
	Iteration 0F: 2 clusters Score -469801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -466636.562500 Penalty: 2480.624268
	Iteration 0F: 3 clusters Score -466636.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467602.312500 Penalty: 2480.624268
	Iteration 1F: 3 clusters Score -467602.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -467811.500000 Penalty: 2480.624268
	Iteration 2F: 3 clusters Score -467811.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -467919.593750 Penalty: 2480.624268
	Iteration 3Q: 3 clusters Score -467919.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -467994.437500 Penalty: 2480.624268
	Iteration 4Q: 3 clusters Score -467994.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -468067.281250 Penalty: 2480.624268
	Iteration 5Q: 3 clusters Score -468067.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -468139.437500 Penalty: 2480.624268
	Iteration 6Q: 3 clusters Score -468139.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -468202.531250 Penalty: 2480.624268
	Iteration 7Q: 3 clusters Score -468202.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -468255.812500 Penalty: 2480.624268
	Iteration 8Q: 3 clusters Score -468255.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -468303.187500 Penalty: 2480.624268
	Iteration 9Q: 3 clusters Score -468303.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -468349.000000 Penalty: 2480.624268
	Iteration 10Q: 3 clusters Score -468349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -468392.625000 Penalty: 2480.624268
	Iteration 11Q: 3 clusters Score -468392.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -468432.718750 Penalty: 2480.624268
	Iteration 12Q: 3 clusters Score -468432.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -468463.218750 Penalty: 2480.624268
	Iteration 13Q: 3 clusters Score -468463.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -468484.812500 Penalty: 2480.624268
	Iteration 14Q: 3 clusters Score -468484.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -468505.218750 Penalty: 2480.624268
	Iteration 15Q: 3 clusters Score -468505.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -468525.750000 Penalty: 2480.624268
	Iteration 16Q: 3 clusters Score -468525.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -468543.656250 Penalty: 2480.624268
	Iteration 17Q: 3 clusters Score -468543.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -468563.812500 Penalty: 2480.624268
	Iteration 18Q: 3 clusters Score -468563.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -468592.406250 Penalty: 2480.624268
	Iteration 19Q: 3 clusters Score -468592.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -468615.531250 Penalty: 2480.624268
	Iteration 20F: 3 clusters Score -468615.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -468632.562500 Penalty: 2480.624268
	Iteration 21Q: 3 clusters Score -468632.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -468648.687500 Penalty: 2480.624268
	Iteration 22Q: 3 clusters Score -468648.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -468663.562500 Penalty: 2480.624268
	Iteration 23Q: 3 clusters Score -468663.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -468681.843750 Penalty: 2480.624268
	Iteration 24Q: 3 clusters Score -468681.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -468698.937500 Penalty: 2480.624268
	Iteration 25Q: 3 clusters Score -468698.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -468713.718750 Penalty: 2480.624268
	Iteration 26Q: 3 clusters Score -468713.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -468724.218750 Penalty: 2480.624268
	Iteration 27Q: 3 clusters Score -468724.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -468737.875000 Penalty: 2480.624268
	Iteration 28Q: 3 clusters Score -468737.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -468748.187500 Penalty: 2480.624268
	Iteration 29Q: 3 clusters Score -468748.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -468754.031250 Penalty: 2480.624268
	Iteration 30Q: 3 clusters Score -468754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -468759.531250 Penalty: 2480.624268
	Iteration 31Q: 3 clusters Score -468759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -468766.625000 Penalty: 2480.624268
	Iteration 32Q: 3 clusters Score -468766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -468776.250000 Penalty: 2480.624268
	Iteration 33Q: 3 clusters Score -468776.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -468786.000000 Penalty: 2480.624268
	Iteration 34Q: 3 clusters Score -468786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -468800.875000 Penalty: 2480.624268
	Iteration 35Q: 3 clusters Score -468800.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -468810.531250 Penalty: 2480.624268
	Iteration 36Q: 3 clusters Score -468810.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -468818.562500 Penalty: 2480.624268
	Iteration 37Q: 3 clusters Score -468818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -468821.562500 Penalty: 2480.624268
	Iteration 38Q: 3 clusters Score -468821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -468825.906250 Penalty: 2480.624268
	Iteration 39Q: 3 clusters Score -468825.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -468832.281250 Penalty: 2480.624268
	Iteration 40F: 3 clusters Score -468832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -468838.781250 Penalty: 2480.624268
	Iteration 41Q: 3 clusters Score -468838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -468844.187500 Penalty: 2480.624268
	Iteration 42Q: 3 clusters Score -468844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -468848.781250 Penalty: 2480.624268
	Iteration 43Q: 3 clusters Score -468848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -468851.781250 Penalty: 2480.624268
	Iteration 44Q: 3 clusters Score -468851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -468855.125000 Penalty: 2480.624268
	Iteration 45Q: 3 clusters Score -468855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -468856.250000 Penalty: 2480.624268
	Iteration 46Q: 3 clusters Score -468856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -468858.281250 Penalty: 2480.624268
	Iteration 47Q: 3 clusters Score -468858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -468860.906250 Penalty: 2480.624268
	Iteration 48Q: 3 clusters Score -468860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -468864.468750 Penalty: 2480.624268
	Iteration 49Q: 3 clusters Score -468864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -468866.125000 Penalty: 2480.624268
	Iteration 50Q: 3 clusters Score -468866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -468871.687500 Penalty: 2480.624268
	Iteration 51Q: 3 clusters Score -468871.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -468875.531250 Penalty: 2480.624268
	Iteration 52Q: 3 clusters Score -468875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -468878.000000 Penalty: 2480.624268
	Iteration 53Q: 3 clusters Score -468878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -468881.187500 Penalty: 2480.624268
	Iteration 54Q: 3 clusters Score -468881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -468882.687500 Penalty: 2480.624268
	Iteration 55Q: 3 clusters Score -468882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -468883.062500 Penalty: 2480.624268
	Iteration 56Q: 3 clusters Score -468883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -468884.500000 Penalty: 2480.624268
	Iteration 57Q: 3 clusters Score -468884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -468884.000000 Penalty: 2480.624268
	Iteration 58Q: 3 clusters Score -468884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -468885.906250 Penalty: 2480.624268
	Iteration 59Q: 3 clusters Score -468885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -468886.062500 Penalty: 2480.624268
	Iteration 60F: 3 clusters Score -468886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -28180.949219 Penalty: 858.790466
	Iteration 0F: 2 clusters Score -28180.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27406.646484 Penalty: 1717.580933
	Iteration 0F: 3 clusters Score -27406.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27539.820312 Penalty: 1717.580933
	Iteration 1F: 3 clusters Score -27539.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27584.214844 Penalty: 1717.580933
	Iteration 2Q: 3 clusters Score -27584.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27618.619141 Penalty: 1717.580933
	Iteration 3Q: 3 clusters Score -27618.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27644.412109 Penalty: 1717.580933
	Iteration 4Q: 3 clusters Score -27644.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27671.453125 Penalty: 1717.580933
	Iteration 5Q: 3 clusters Score -27671.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27685.486328 Penalty: 1717.580933
	Iteration 6Q: 3 clusters Score -27685.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27690.361328 Penalty: 1717.580933
	Iteration 7Q: 3 clusters Score -27690.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27690.361328 Penalty: 1717.580933
	Iteration 8F: 3 clusters Score -27690.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Entering Unmasked Estep 
Score: -5940134.000000 Penalty: 1618.908691
	Iteration 0F: 2 clusters Score -5940134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5905501.500000 Penalty: 3237.817383
	Iteration 0F: 3 clusters Score -5905502 nChanged 24549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5919438.000000 Penalty: 3237.817383
	Iteration 1F: 3 clusters Score -5919438 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5920292.000000 Penalty: 3237.817383
	Iteration 2Q: 3 clusters Score -5920292 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5921409.500000 Penalty: 3237.817383
	Iteration 3Q: 3 clusters Score -5921410 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5923019.000000 Penalty: 3237.817383
	Iteration 4F: 3 clusters Score -5923019 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -5925115.500000 Penalty: 3237.817383
	Iteration 5F: 3 clusters Score -5925116 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5927894.500000 Penalty: 3237.817383
	Iteration 6F: 3 clusters Score -5927894 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -5930975.000000 Penalty: 3237.817383
	Iteration 7F: 3 clusters Score -5930975 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5933622.500000 Penalty: 3237.817383
	Iteration 8F: 3 clusters Score -5933622 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -5935367.500000 Penalty: 3237.817383
	Iteration 9Q: 3 clusters Score -5935368 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5936448.500000 Penalty: 3237.817383
	Iteration 10Q: 3 clusters Score -5936448 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -5937061.500000 Penalty: 3237.817383
	Iteration 11Q: 3 clusters Score -5937062 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -5937480.000000 Penalty: 3237.817383
	Iteration 12Q: 3 clusters Score -5937480 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -5937740.500000 Penalty: 3237.817383
	Iteration 13Q: 3 clusters Score -5937740 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5937926.000000 Penalty: 3237.817383
	Iteration 14Q: 3 clusters Score -5937926 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -5938071.000000 Penalty: 3237.817383
	Iteration 15Q: 3 clusters Score -5938071 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5938188.000000 Penalty: 3237.817383
	Iteration 16Q: 3 clusters Score -5938188 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5938287.000000 Penalty: 3237.817383
	Iteration 17Q: 3 clusters Score -5938287 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5938366.500000 Penalty: 3237.817383
	Iteration 18Q: 3 clusters Score -5938366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5938428.500000 Penalty: 3237.817383
	Iteration 19Q: 3 clusters Score -5938428 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5938478.500000 Penalty: 3237.817383
	Iteration 20F: 3 clusters Score -5938478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5938504.000000 Penalty: 3237.817383
	Iteration 21Q: 3 clusters Score -5938504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5938552.000000 Penalty: 3237.817383
	Iteration 22Q: 3 clusters Score -5938552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5938577.500000 Penalty: 3237.817383
	Iteration 23Q: 3 clusters Score -5938578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5938615.500000 Penalty: 3237.817383
	Iteration 24Q: 3 clusters Score -5938616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5938655.000000 Penalty: 3237.817383
	Iteration 25Q: 3 clusters Score -5938655 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5938691.500000 Penalty: 3237.817383
	Iteration 26Q: 3 clusters Score -5938692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5938722.000000 Penalty: 3237.817383
	Iteration 27Q: 3 clusters Score -5938722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5938736.000000 Penalty: 3237.817383
	Iteration 28Q: 3 clusters Score -5938736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5938772.000000 Penalty: 3237.817383
	Iteration 29Q: 3 clusters Score -5938772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5938798.500000 Penalty: 3237.817383
	Iteration 30Q: 3 clusters Score -5938798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5938811.500000 Penalty: 3237.817383
	Iteration 31Q: 3 clusters Score -5938812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5938839.500000 Penalty: 3237.817383
	Iteration 32Q: 3 clusters Score -5938840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5938873.500000 Penalty: 3237.817383
	Iteration 33Q: 3 clusters Score -5938874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5938910.000000 Penalty: 3237.817383
	Iteration 34Q: 3 clusters Score -5938910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5938921.000000 Penalty: 3237.817383
	Iteration 35Q: 3 clusters Score -5938921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5938932.500000 Penalty: 3237.817383
	Iteration 36Q: 3 clusters Score -5938932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5938938.500000 Penalty: 3237.817383
	Iteration 37Q: 3 clusters Score -5938938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5938952.000000 Penalty: 3237.817383
	Iteration 38Q: 3 clusters Score -5938952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5938962.000000 Penalty: 3237.817383
	Iteration 39Q: 3 clusters Score -5938962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5938965.500000 Penalty: 3237.817383
	Iteration 40F: 3 clusters Score -5938966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5938975.500000 Penalty: 3237.817383
	Iteration 41Q: 3 clusters Score -5938976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5938989.000000 Penalty: 3237.817383
	Iteration 42Q: 3 clusters Score -5938989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5938999.500000 Penalty: 3237.817383
	Iteration 43Q: 3 clusters Score -5939000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5939005.500000 Penalty: 3237.817383
	Iteration 44Q: 3 clusters Score -5939006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5939004.000000 Penalty: 3237.817383
	Iteration 45Q: 3 clusters Score -5939004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5939010.000000 Penalty: 3237.817383
	Iteration 46Q: 3 clusters Score -5939010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5939012.000000 Penalty: 3237.817383
	Iteration 47Q: 3 clusters Score -5939012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5939025.000000 Penalty: 3237.817383
	Iteration 48Q: 3 clusters Score -5939025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5939028.000000 Penalty: 3237.817383
	Iteration 49Q: 3 clusters Score -5939028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5939037.000000 Penalty: 3237.817383
	Iteration 50Q: 3 clusters Score -5939037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5939049.500000 Penalty: 3237.817383
	Iteration 51Q: 3 clusters Score -5939050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5939040.500000 Penalty: 3237.817383
	Iteration 52Q: 3 clusters Score -5939040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5939042.000000 Penalty: 3237.817383
	Iteration 53Q: 3 clusters Score -5939042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5939041.000000 Penalty: 3237.817383
	Iteration 54Q: 3 clusters Score -5939041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5939047.000000 Penalty: 3237.817383
	Iteration 55Q: 3 clusters Score -5939047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5939041.000000 Penalty: 3237.817383
	Iteration 56Q: 3 clusters Score -5939041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5939043.500000 Penalty: 3237.817383
	Iteration 57Q: 3 clusters Score -5939044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5939063.500000 Penalty: 3237.817383
	Iteration 58Q: 3 clusters Score -5939064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5939063.000000 Penalty: 3237.817383
	Iteration 59Q: 3 clusters Score -5939063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5939055.500000 Penalty: 3237.817383
	Iteration 60F: 3 clusters Score -5939056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5939063.500000 Penalty: 3237.817383
	Iteration 61Q: 3 clusters Score -5939064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5939075.000000 Penalty: 3237.817383
	Iteration 62Q: 3 clusters Score -5939075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5939069.000000 Penalty: 3237.817383
	Iteration 63Q: 3 clusters Score -5939069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5939076.000000 Penalty: 3237.817383
	Iteration 64Q: 3 clusters Score -5939076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5939073.000000 Penalty: 3237.817383
	Iteration 65Q: 3 clusters Score -5939073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5939085.000000 Penalty: 3237.817383
	Iteration 66Q: 3 clusters Score -5939085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5939080.000000 Penalty: 3237.817383
	Iteration 67Q: 3 clusters Score -5939080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5939081.000000 Penalty: 3237.817383
	Iteration 68Q: 3 clusters Score -5939081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5939081.000000 Penalty: 3237.817383
	Iteration 69F: 3 clusters Score -5939081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -313938.750000 Penalty: 1203.942993
	Iteration 0F: 2 clusters Score -313938.8 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 1629 members 
Entering Unmasked Estep 
Score: -311345.031250 Penalty: 2407.885986
	Iteration 0F: 3 clusters Score -311345 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -312216.406250 Penalty: 2407.885986
	Iteration 1F: 3 clusters Score -312216.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -312546.437500 Penalty: 2407.885986
	Iteration 2F: 3 clusters Score -312546.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -312859.781250 Penalty: 2407.885986
	Iteration 3F: 3 clusters Score -312859.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -313084.843750 Penalty: 2407.885986
	Iteration 4F: 3 clusters Score -313084.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -313253.781250 Penalty: 2407.885986
	Iteration 5Q: 3 clusters Score -313253.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -313401.781250 Penalty: 2407.885986
	Iteration 6Q: 3 clusters Score -313401.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -313483.468750 Penalty: 2407.885986
	Iteration 7Q: 3 clusters Score -313483.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -313534.468750 Penalty: 2407.885986
	Iteration 8Q: 3 clusters Score -313534.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -313570.750000 Penalty: 2407.885986
	Iteration 9Q: 3 clusters Score -313570.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -313597.562500 Penalty: 2407.885986
	Iteration 10Q: 3 clusters Score -313597.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -313620.968750 Penalty: 2407.885986
	Iteration 11Q: 3 clusters Score -313621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -313639.062500 Penalty: 2407.885986
	Iteration 12Q: 3 clusters Score -313639.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -313652.437500 Penalty: 2407.885986
	Iteration 13Q: 3 clusters Score -313652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -313660.718750 Penalty: 2407.885986
	Iteration 14Q: 3 clusters Score -313660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -313670.250000 Penalty: 2407.885986
	Iteration 15Q: 3 clusters Score -313670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -313674.187500 Penalty: 2407.885986
	Iteration 16Q: 3 clusters Score -313674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313677.281250 Penalty: 2407.885986
	Iteration 17Q: 3 clusters Score -313677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -313678.750000 Penalty: 2407.885986
	Iteration 18Q: 3 clusters Score -313678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -313680.062500 Penalty: 2407.885986
	Iteration 19Q: 3 clusters Score -313680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313682.312500 Penalty: 2407.885986
	Iteration 20F: 3 clusters Score -313682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -313684.093750 Penalty: 2407.885986
	Iteration 21Q: 3 clusters Score -313684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -313688.687500 Penalty: 2407.885986
	Iteration 22Q: 3 clusters Score -313688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -313689.968750 Penalty: 2407.885986
	Iteration 23Q: 3 clusters Score -313690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313691.468750 Penalty: 2407.885986
	Iteration 24Q: 3 clusters Score -313691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -313692.312500 Penalty: 2407.885986
	Iteration 25Q: 3 clusters Score -313692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -313694.125000 Penalty: 2407.885986
	Iteration 26Q: 3 clusters Score -313694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -313697.843750 Penalty: 2407.885986
	Iteration 27Q: 3 clusters Score -313697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -313702.250000 Penalty: 2407.885986
	Iteration 28Q: 3 clusters Score -313702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -313706.687500 Penalty: 2407.885986
	Iteration 29Q: 3 clusters Score -313706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -313710.781250 Penalty: 2407.885986
	Iteration 30Q: 3 clusters Score -313710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -313715.406250 Penalty: 2407.885986
	Iteration 31Q: 3 clusters Score -313715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -313718.593750 Penalty: 2407.885986
	Iteration 32Q: 3 clusters Score -313718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -313720.687500 Penalty: 2407.885986
	Iteration 33Q: 3 clusters Score -313720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -313722.625000 Penalty: 2407.885986
	Iteration 34Q: 3 clusters Score -313722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -313724.093750 Penalty: 2407.885986
	Iteration 35Q: 3 clusters Score -313724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -313725.093750 Penalty: 2407.885986
	Iteration 36Q: 3 clusters Score -313725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -313725.093750 Penalty: 2407.885986
	Iteration 37F: 3 clusters Score -313725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -312428.656250 Penalty: 1184.911011
	Iteration 0F: 2 clusters Score -312428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -310057.187500 Penalty: 2369.822021
	Iteration 0F: 3 clusters Score -310057.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -310706.406250 Penalty: 2369.822021
	Iteration 1F: 3 clusters Score -310706.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -310845.906250 Penalty: 2369.822021
	Iteration 2F: 3 clusters Score -310845.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -310924.250000 Penalty: 2369.822021
	Iteration 3Q: 3 clusters Score -310924.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -310975.718750 Penalty: 2369.822021
	Iteration 4Q: 3 clusters Score -310975.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -311017.937500 Penalty: 2369.822021
	Iteration 5Q: 3 clusters Score -311017.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -311047.812500 Penalty: 2369.822021
	Iteration 6Q: 3 clusters Score -311047.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311072.187500 Penalty: 2369.822021
	Iteration 7Q: 3 clusters Score -311072.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -311092.968750 Penalty: 2369.822021
	Iteration 8Q: 3 clusters Score -311093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -311105.843750 Penalty: 2369.822021
	Iteration 9Q: 3 clusters Score -311105.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -311118.750000 Penalty: 2369.822021
	Iteration 10Q: 3 clusters Score -311118.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -311129.750000 Penalty: 2369.822021
	Iteration 11Q: 3 clusters Score -311129.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -311140.843750 Penalty: 2369.822021
	Iteration 12Q: 3 clusters Score -311140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -311150.312500 Penalty: 2369.822021
	Iteration 13Q: 3 clusters Score -311150.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -311160.781250 Penalty: 2369.822021
	Iteration 14Q: 3 clusters Score -311160.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -311170.156250 Penalty: 2369.822021
	Iteration 15Q: 3 clusters Score -311170.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311179.062500 Penalty: 2369.822021
	Iteration 16Q: 3 clusters Score -311179.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -311184.843750 Penalty: 2369.822021
	Iteration 17Q: 3 clusters Score -311184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -311193.656250 Penalty: 2369.822021
	Iteration 18Q: 3 clusters Score -311193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -311197.406250 Penalty: 2369.822021
	Iteration 19Q: 3 clusters Score -311197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -311201.156250 Penalty: 2369.822021
	Iteration 20F: 3 clusters Score -311201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -311203.750000 Penalty: 2369.822021
	Iteration 21Q: 3 clusters Score -311203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -311207.531250 Penalty: 2369.822021
	Iteration 22Q: 3 clusters Score -311207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -311211.125000 Penalty: 2369.822021
	Iteration 23Q: 3 clusters Score -311211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -311214.625000 Penalty: 2369.822021
	Iteration 24Q: 3 clusters Score -311214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -311218.625000 Penalty: 2369.822021
	Iteration 25Q: 3 clusters Score -311218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -311220.531250 Penalty: 2369.822021
	Iteration 26Q: 3 clusters Score -311220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -311223.750000 Penalty: 2369.822021
	Iteration 27Q: 3 clusters Score -311223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311226.750000 Penalty: 2369.822021
	Iteration 28Q: 3 clusters Score -311226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -311228.156250 Penalty: 2369.822021
	Iteration 29Q: 3 clusters Score -311228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -311231.218750 Penalty: 2369.822021
	Iteration 30Q: 3 clusters Score -311231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -311233.500000 Penalty: 2369.822021
	Iteration 31Q: 3 clusters Score -311233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -311234.468750 Penalty: 2369.822021
	Iteration 32Q: 3 clusters Score -311234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -311236.281250 Penalty: 2369.822021
	Iteration 33Q: 3 clusters Score -311236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -311238.437500 Penalty: 2369.822021
	Iteration 34Q: 3 clusters Score -311238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -311240.281250 Penalty: 2369.822021
	Iteration 35Q: 3 clusters Score -311240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -311241.125000 Penalty: 2369.822021
	Iteration 36Q: 3 clusters Score -311241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -311242.625000 Penalty: 2369.822021
	Iteration 37Q: 3 clusters Score -311242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -311243.187500 Penalty: 2369.822021
	Iteration 38Q: 3 clusters Score -311243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -311245.343750 Penalty: 2369.822021
	Iteration 39Q: 3 clusters Score -311245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -311249.125000 Penalty: 2369.822021
	Iteration 40F: 3 clusters Score -311249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -311249.656250 Penalty: 2369.822021
	Iteration 41Q: 3 clusters Score -311249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -311249.843750 Penalty: 2369.822021
	Iteration 42Q: 3 clusters Score -311249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -311250.687500 Penalty: 2369.822021
	Iteration 43Q: 3 clusters Score -311250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -311253.312500 Penalty: 2369.822021
	Iteration 44Q: 3 clusters Score -311253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -311255.781250 Penalty: 2369.822021
	Iteration 45Q: 3 clusters Score -311255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -311256.718750 Penalty: 2369.822021
	Iteration 46Q: 3 clusters Score -311256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -311258.343750 Penalty: 2369.822021
	Iteration 47Q: 3 clusters Score -311258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311259.125000 Penalty: 2369.822021
	Iteration 48Q: 3 clusters Score -311259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -311259.562500 Penalty: 2369.822021
	Iteration 49Q: 3 clusters Score -311259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -311260.125000 Penalty: 2369.822021
	Iteration 50Q: 3 clusters Score -311260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -311260.125000 Penalty: 2369.822021
	Iteration 51F: 3 clusters Score -311260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Entering Unmasked Estep 
Score: -4860595.000000 Penalty: 1581.101807
	Iteration 0F: 2 clusters Score -4860595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4833890.000000 Penalty: 3162.203613
	Iteration 0F: 3 clusters Score -4833890 nChanged 18815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4844459.000000 Penalty: 3162.203613
	Iteration 1F: 3 clusters Score -4844459 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4845004.500000 Penalty: 3162.203613
	Iteration 2Q: 3 clusters Score -4845004 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4845540.000000 Penalty: 3162.203613
	Iteration 3Q: 3 clusters Score -4845540 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4846335.500000 Penalty: 3162.203613
	Iteration 4Q: 3 clusters Score -4846336 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4847388.500000 Penalty: 3162.203613
	Iteration 5Q: 3 clusters Score -4847388 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4848754.500000 Penalty: 3162.203613
	Iteration 6F: 3 clusters Score -4848754 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4850551.000000 Penalty: 3162.203613
	Iteration 7F: 3 clusters Score -4850551 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4852786.000000 Penalty: 3162.203613
	Iteration 8F: 3 clusters Score -4852786 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4855112.500000 Penalty: 3162.203613
	Iteration 9F: 3 clusters Score -4855112 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4857050.000000 Penalty: 3162.203613
	Iteration 10F: 3 clusters Score -4857050 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4858440.500000 Penalty: 3162.203613
	Iteration 11Q: 3 clusters Score -4858440 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4859226.500000 Penalty: 3162.203613
	Iteration 12Q: 3 clusters Score -4859226 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4859663.000000 Penalty: 3162.203613
	Iteration 13Q: 3 clusters Score -4859663 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4859918.000000 Penalty: 3162.203613
	Iteration 14Q: 3 clusters Score -4859918 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4860099.000000 Penalty: 3162.203613
	Iteration 15Q: 3 clusters Score -4860099 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4860231.000000 Penalty: 3162.203613
	Iteration 16Q: 3 clusters Score -4860231 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4860309.500000 Penalty: 3162.203613
	Iteration 17Q: 3 clusters Score -4860310 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4860374.500000 Penalty: 3162.203613
	Iteration 18Q: 3 clusters Score -4860374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4860428.000000 Penalty: 3162.203613
	Iteration 19Q: 3 clusters Score -4860428 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4860483.500000 Penalty: 3162.203613
	Iteration 20F: 3 clusters Score -4860484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -4860504.500000 Penalty: 3162.203613
	Iteration 21Q: 3 clusters Score -4860504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4860532.000000 Penalty: 3162.203613
	Iteration 22Q: 3 clusters Score -4860532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4860557.500000 Penalty: 3162.203613
	Iteration 23Q: 3 clusters Score -4860558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4860590.000000 Penalty: 3162.203613
	Iteration 24Q: 3 clusters Score -4860590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -4860593.500000 Penalty: 3162.203613
	Iteration 25Q: 3 clusters Score -4860594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4860615.000000 Penalty: 3162.203613
	Iteration 26Q: 3 clusters Score -4860615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -4860629.500000 Penalty: 3162.203613
	Iteration 27Q: 3 clusters Score -4860630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4860636.000000 Penalty: 3162.203613
	Iteration 28Q: 3 clusters Score -4860636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -4860639.500000 Penalty: 3162.203613
	Iteration 29Q: 3 clusters Score -4860640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4860636.000000 Penalty: 3162.203613
	Iteration 30Q: 3 clusters Score -4860636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -4860641.500000 Penalty: 3162.203613
	Iteration 31Q: 3 clusters Score -4860642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -4860645.500000 Penalty: 3162.203613
	Iteration 32Q: 3 clusters Score -4860646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -4860644.500000 Penalty: 3162.203613
	Iteration 33Q: 3 clusters Score -4860644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -4860646.000000 Penalty: 3162.203613
	Iteration 34Q: 3 clusters Score -4860646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4860640.000000 Penalty: 3162.203613
	Iteration 35Q: 3 clusters Score -4860640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4860649.500000 Penalty: 3162.203613
	Iteration 36Q: 3 clusters Score -4860650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4860646.000000 Penalty: 3162.203613
	Iteration 37Q: 3 clusters Score -4860646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -4860644.000000 Penalty: 3162.203613
	Iteration 38Q: 3 clusters Score -4860644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4860645.000000 Penalty: 3162.203613
	Iteration 39Q: 3 clusters Score -4860645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4860644.500000 Penalty: 3162.203613
	Iteration 40F: 3 clusters Score -4860644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4860650.000000 Penalty: 3162.203613
	Iteration 41Q: 3 clusters Score -4860650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -4860654.500000 Penalty: 3162.203613
	Iteration 42Q: 3 clusters Score -4860654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -4860654.500000 Penalty: 3162.203613
	Iteration 43F: 3 clusters Score -4860654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 1699 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20126 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Mstep: Class 67 contains 39480 members 
Entering Unmasked Estep 
Score: -111124520.000000 Penalty: 137772.843750
Splitting cluster 29 changes total score from -111125016.000000 to -111124520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (9887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Entering Unmasked Estep 
Score: -1163359.375000 Penalty: 1368.807739
	Iteration 0F: 2 clusters Score -1163359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1156711.375000 Penalty: 2737.615479
	Iteration 0F: 3 clusters Score -1156711 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1158867.375000 Penalty: 2737.615479
	Iteration 1F: 3 clusters Score -1158867 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1159149.375000 Penalty: 2737.615479
	Iteration 2F: 3 clusters Score -1159149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1159353.125000 Penalty: 2737.615479
	Iteration 3Q: 3 clusters Score -1159353 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1159531.250000 Penalty: 2737.615479
	Iteration 4Q: 3 clusters Score -1159531 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1159694.250000 Penalty: 2737.615479
	Iteration 5Q: 3 clusters Score -1159694 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1159857.750000 Penalty: 2737.615479
	Iteration 6Q: 3 clusters Score -1159858 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1160035.125000 Penalty: 2737.615479
	Iteration 7Q: 3 clusters Score -1160035 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1160214.625000 Penalty: 2737.615479
	Iteration 8Q: 3 clusters Score -1160215 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1160407.750000 Penalty: 2737.615479
	Iteration 9Q: 3 clusters Score -1160408 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1160581.375000 Penalty: 2737.615479
	Iteration 10Q: 3 clusters Score -1160581 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1160786.875000 Penalty: 2737.615479
	Iteration 11Q: 3 clusters Score -1160787 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1160984.250000 Penalty: 2737.615479
	Iteration 12Q: 3 clusters Score -1160984 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1161147.375000 Penalty: 2737.615479
	Iteration 13Q: 3 clusters Score -1161147 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1161288.250000 Penalty: 2737.615479
	Iteration 14Q: 3 clusters Score -1161288 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1161420.750000 Penalty: 2737.615479
	Iteration 15Q: 3 clusters Score -1161421 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1161526.500000 Penalty: 2737.615479
	Iteration 16Q: 3 clusters Score -1161526 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1161623.500000 Penalty: 2737.615479
	Iteration 17Q: 3 clusters Score -1161624 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1161714.750000 Penalty: 2737.615479
	Iteration 18Q: 3 clusters Score -1161715 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1161781.125000 Penalty: 2737.615479
	Iteration 19Q: 3 clusters Score -1161781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1161830.750000 Penalty: 2737.615479
	Iteration 20F: 3 clusters Score -1161831 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1161886.625000 Penalty: 2737.615479
	Iteration 21Q: 3 clusters Score -1161887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1161924.875000 Penalty: 2737.615479
	Iteration 22Q: 3 clusters Score -1161925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1161954.125000 Penalty: 2737.615479
	Iteration 23Q: 3 clusters Score -1161954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1161984.875000 Penalty: 2737.615479
	Iteration 24Q: 3 clusters Score -1161985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1162002.625000 Penalty: 2737.615479
	Iteration 25Q: 3 clusters Score -1162003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1162016.125000 Penalty: 2737.615479
	Iteration 26Q: 3 clusters Score -1162016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1162033.375000 Penalty: 2737.615479
	Iteration 27Q: 3 clusters Score -1162033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1162042.000000 Penalty: 2737.615479
	Iteration 28Q: 3 clusters Score -1162042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1162059.375000 Penalty: 2737.615479
	Iteration 29Q: 3 clusters Score -1162059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1162071.125000 Penalty: 2737.615479
	Iteration 30Q: 3 clusters Score -1162071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1162082.375000 Penalty: 2737.615479
	Iteration 31Q: 3 clusters Score -1162082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1162090.125000 Penalty: 2737.615479
	Iteration 32Q: 3 clusters Score -1162090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1162098.000000 Penalty: 2737.615479
	Iteration 33Q: 3 clusters Score -1162098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1162108.000000 Penalty: 2737.615479
	Iteration 34Q: 3 clusters Score -1162108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1162111.750000 Penalty: 2737.615479
	Iteration 35Q: 3 clusters Score -1162112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1162121.750000 Penalty: 2737.615479
	Iteration 36Q: 3 clusters Score -1162122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1162127.375000 Penalty: 2737.615479
	Iteration 37Q: 3 clusters Score -1162127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1162138.000000 Penalty: 2737.615479
	Iteration 38Q: 3 clusters Score -1162138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1162147.500000 Penalty: 2737.615479
	Iteration 39Q: 3 clusters Score -1162148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1162155.625000 Penalty: 2737.615479
	Iteration 40F: 3 clusters Score -1162156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1162164.750000 Penalty: 2737.615479
	Iteration 41Q: 3 clusters Score -1162165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1162169.500000 Penalty: 2737.615479
	Iteration 42Q: 3 clusters Score -1162170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1162173.750000 Penalty: 2737.615479
	Iteration 43Q: 3 clusters Score -1162174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1162179.875000 Penalty: 2737.615479
	Iteration 44Q: 3 clusters Score -1162180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1162182.875000 Penalty: 2737.615479
	Iteration 45Q: 3 clusters Score -1162183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1162184.875000 Penalty: 2737.615479
	Iteration 46Q: 3 clusters Score -1162185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1162188.750000 Penalty: 2737.615479
	Iteration 47Q: 3 clusters Score -1162189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1162191.250000 Penalty: 2737.615479
	Iteration 48Q: 3 clusters Score -1162191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1162195.875000 Penalty: 2737.615479
	Iteration 49Q: 3 clusters Score -1162196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1162198.125000 Penalty: 2737.615479
	Iteration 50Q: 3 clusters Score -1162198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1162201.000000 Penalty: 2737.615479
	Iteration 51Q: 3 clusters Score -1162201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1162209.750000 Penalty: 2737.615479
	Iteration 52Q: 3 clusters Score -1162210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1162216.750000 Penalty: 2737.615479
	Iteration 53Q: 3 clusters Score -1162217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1162222.125000 Penalty: 2737.615479
	Iteration 54Q: 3 clusters Score -1162222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1162227.375000 Penalty: 2737.615479
	Iteration 55Q: 3 clusters Score -1162227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1162228.375000 Penalty: 2737.615479
	Iteration 56Q: 3 clusters Score -1162228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1162233.250000 Penalty: 2737.615479
	Iteration 57Q: 3 clusters Score -1162233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1162236.875000 Penalty: 2737.615479
	Iteration 58Q: 3 clusters Score -1162237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1162234.500000 Penalty: 2737.615479
	Iteration 59Q: 3 clusters Score -1162234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1162236.500000 Penalty: 2737.615479
	Iteration 60F: 3 clusters Score -1162236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1162238.625000 Penalty: 2737.615479
	Iteration 61Q: 3 clusters Score -1162239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1162240.000000 Penalty: 2737.615479
	Iteration 62Q: 3 clusters Score -1162240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1162240.250000 Penalty: 2737.615479
	Iteration 63Q: 3 clusters Score -1162240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1162241.375000 Penalty: 2737.615479
	Iteration 64Q: 3 clusters Score -1162241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1162242.250000 Penalty: 2737.615479
	Iteration 65Q: 3 clusters Score -1162242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1162243.500000 Penalty: 2737.615479
	Iteration 66Q: 3 clusters Score -1162244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1162242.625000 Penalty: 2737.615479
	Iteration 67Q: 3 clusters Score -1162243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1162242.625000 Penalty: 2737.615479
	Iteration 68F: 3 clusters Score -1162243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Entering Unmasked Estep 
Score: -7228886.000000 Penalty: 1645.274292
	Iteration 0F: 2 clusters Score -7228886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -7187799.000000 Penalty: 3290.548584
	Iteration 0F: 3 clusters Score -7187799 nChanged 29516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -7204505.500000 Penalty: 3290.548584
	Iteration 1F: 3 clusters Score -7204506 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -7205297.500000 Penalty: 3290.548584
	Iteration 2Q: 3 clusters Score -7205298 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -7206164.500000 Penalty: 3290.548584
	Iteration 3Q: 3 clusters Score -7206164 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -7207135.000000 Penalty: 3290.548584
	Iteration 4Q: 3 clusters Score -7207135 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7208099.000000 Penalty: 3290.548584
	Iteration 5Q: 3 clusters Score -7208099 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -7209276.000000 Penalty: 3290.548584
	Iteration 6Q: 3 clusters Score -7209276 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -7210509.500000 Penalty: 3290.548584
	Iteration 7Q: 3 clusters Score -7210510 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -7211911.000000 Penalty: 3290.548584
	Iteration 8Q: 3 clusters Score -7211911 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7213311.500000 Penalty: 3290.548584
	Iteration 9Q: 3 clusters Score -7213312 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -7214662.000000 Penalty: 3290.548584
	Iteration 10Q: 3 clusters Score -7214662 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7215991.500000 Penalty: 3290.548584
	Iteration 11Q: 3 clusters Score -7215992 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7217238.000000 Penalty: 3290.548584
	Iteration 12Q: 3 clusters Score -7217238 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7218155.000000 Penalty: 3290.548584
	Iteration 13Q: 3 clusters Score -7218155 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -7218821.500000 Penalty: 3290.548584
	Iteration 14Q: 3 clusters Score -7218822 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -7219403.000000 Penalty: 3290.548584
	Iteration 15Q: 3 clusters Score -7219403 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -7219806.500000 Penalty: 3290.548584
	Iteration 16Q: 3 clusters Score -7219806 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -7220200.500000 Penalty: 3290.548584
	Iteration 17Q: 3 clusters Score -7220200 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -7220490.000000 Penalty: 3290.548584
	Iteration 18Q: 3 clusters Score -7220490 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -7220791.500000 Penalty: 3290.548584
	Iteration 19Q: 3 clusters Score -7220792 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -7221112.500000 Penalty: 3290.548584
	Iteration 20F: 3 clusters Score -7221112 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -7221392.000000 Penalty: 3290.548584
	Iteration 21Q: 3 clusters Score -7221392 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -7221763.000000 Penalty: 3290.548584
	Iteration 22Q: 3 clusters Score -7221763 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -7222150.000000 Penalty: 3290.548584
	Iteration 23Q: 3 clusters Score -7222150 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -7222624.500000 Penalty: 3290.548584
	Iteration 24Q: 3 clusters Score -7222624 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -7223089.500000 Penalty: 3290.548584
	Iteration 25Q: 3 clusters Score -7223090 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -7223608.500000 Penalty: 3290.548584
	Iteration 26Q: 3 clusters Score -7223608 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -7224097.000000 Penalty: 3290.548584
	Iteration 27Q: 3 clusters Score -7224097 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -7224602.500000 Penalty: 3290.548584
	Iteration 28Q: 3 clusters Score -7224602 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -7225134.000000 Penalty: 3290.548584
	Iteration 29Q: 3 clusters Score -7225134 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -7225522.500000 Penalty: 3290.548584
	Iteration 30Q: 3 clusters Score -7225522 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -7225974.000000 Penalty: 3290.548584
	Iteration 31Q: 3 clusters Score -7225974 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -7226392.000000 Penalty: 3290.548584
	Iteration 32Q: 3 clusters Score -7226392 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -7226727.500000 Penalty: 3290.548584
	Iteration 33Q: 3 clusters Score -7226728 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7227013.500000 Penalty: 3290.548584
	Iteration 34Q: 3 clusters Score -7227014 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -7227196.500000 Penalty: 3290.548584
	Iteration 35Q: 3 clusters Score -7227196 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -7227336.000000 Penalty: 3290.548584
	Iteration 36Q: 3 clusters Score -7227336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -7227425.000000 Penalty: 3290.548584
	Iteration 37Q: 3 clusters Score -7227425 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -7227518.000000 Penalty: 3290.548584
	Iteration 38Q: 3 clusters Score -7227518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -7227597.500000 Penalty: 3290.548584
	Iteration 39Q: 3 clusters Score -7227598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -7227643.000000 Penalty: 3290.548584
	Iteration 40F: 3 clusters Score -7227643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -7227686.500000 Penalty: 3290.548584
	Iteration 41Q: 3 clusters Score -7227686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -7227707.000000 Penalty: 3290.548584
	Iteration 42Q: 3 clusters Score -7227707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -7227738.500000 Penalty: 3290.548584
	Iteration 43Q: 3 clusters Score -7227738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -7227764.000000 Penalty: 3290.548584
	Iteration 44Q: 3 clusters Score -7227764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -7227769.000000 Penalty: 3290.548584
	Iteration 45Q: 3 clusters Score -7227769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -7227789.000000 Penalty: 3290.548584
	Iteration 46Q: 3 clusters Score -7227789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7227806.000000 Penalty: 3290.548584
	Iteration 47Q: 3 clusters Score -7227806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7227833.000000 Penalty: 3290.548584
	Iteration 48Q: 3 clusters Score -7227833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -7227850.500000 Penalty: 3290.548584
	Iteration 49Q: 3 clusters Score -7227850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -7227855.000000 Penalty: 3290.548584
	Iteration 50Q: 3 clusters Score -7227855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -7227872.000000 Penalty: 3290.548584
	Iteration 51Q: 3 clusters Score -7227872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -7227878.000000 Penalty: 3290.548584
	Iteration 52Q: 3 clusters Score -7227878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -7227881.000000 Penalty: 3290.548584
	Iteration 53Q: 3 clusters Score -7227881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -7227868.500000 Penalty: 3290.548584
	Iteration 54Q: 3 clusters Score -7227868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7227870.500000 Penalty: 3290.548584
	Iteration 55Q: 3 clusters Score -7227870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -7227871.000000 Penalty: 3290.548584
	Iteration 56Q: 3 clusters Score -7227871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -7227874.500000 Penalty: 3290.548584
	Iteration 57Q: 3 clusters Score -7227874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -7227875.000000 Penalty: 3290.548584
	Iteration 58Q: 3 clusters Score -7227875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -7227880.000000 Penalty: 3290.548584
	Iteration 59Q: 3 clusters Score -7227880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -7227880.000000 Penalty: 3290.548584
	Iteration 60F: 3 clusters Score -7227880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -557070.000000 Penalty: 1271.380615
	Iteration 0F: 2 clusters Score -557070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -553264.687500 Penalty: 2542.761230
	Iteration 0F: 3 clusters Score -553264.7 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -554451.625000 Penalty: 2542.761230
	Iteration 1F: 3 clusters Score -554451.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -554688.562500 Penalty: 2542.761230
	Iteration 2F: 3 clusters Score -554688.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -554828.937500 Penalty: 2542.761230
	Iteration 3F: 3 clusters Score -554828.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -554939.125000 Penalty: 2542.761230
	Iteration 4Q: 3 clusters Score -554939.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -555028.062500 Penalty: 2542.761230
	Iteration 5Q: 3 clusters Score -555028.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -555097.875000 Penalty: 2542.761230
	Iteration 6Q: 3 clusters Score -555097.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -555150.875000 Penalty: 2542.761230
	Iteration 7Q: 3 clusters Score -555150.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -555180.375000 Penalty: 2542.761230
	Iteration 8Q: 3 clusters Score -555180.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -555213.062500 Penalty: 2542.761230
	Iteration 9Q: 3 clusters Score -555213.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -555249.437500 Penalty: 2542.761230
	Iteration 10Q: 3 clusters Score -555249.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -555283.000000 Penalty: 2542.761230
	Iteration 11Q: 3 clusters Score -555283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -555309.625000 Penalty: 2542.761230
	Iteration 12Q: 3 clusters Score -555309.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -555338.562500 Penalty: 2542.761230
	Iteration 13Q: 3 clusters Score -555338.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -555371.687500 Penalty: 2542.761230
	Iteration 14Q: 3 clusters Score -555371.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -555402.750000 Penalty: 2542.761230
	Iteration 15Q: 3 clusters Score -555402.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -555433.812500 Penalty: 2542.761230
	Iteration 16Q: 3 clusters Score -555433.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -555463.812500 Penalty: 2542.761230
	Iteration 17Q: 3 clusters Score -555463.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -555497.187500 Penalty: 2542.761230
	Iteration 18Q: 3 clusters Score -555497.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -555527.125000 Penalty: 2542.761230
	Iteration 19Q: 3 clusters Score -555527.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -555550.125000 Penalty: 2542.761230
	Iteration 20F: 3 clusters Score -555550.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -555574.250000 Penalty: 2542.761230
	Iteration 21Q: 3 clusters Score -555574.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -555597.250000 Penalty: 2542.761230
	Iteration 22Q: 3 clusters Score -555597.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -555614.625000 Penalty: 2542.761230
	Iteration 23Q: 3 clusters Score -555614.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -555627.937500 Penalty: 2542.761230
	Iteration 24Q: 3 clusters Score -555627.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -555639.625000 Penalty: 2542.761230
	Iteration 25Q: 3 clusters Score -555639.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -555655.250000 Penalty: 2542.761230
	Iteration 26Q: 3 clusters Score -555655.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -555670.625000 Penalty: 2542.761230
	Iteration 27Q: 3 clusters Score -555670.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -555689.500000 Penalty: 2542.761230
	Iteration 28Q: 3 clusters Score -555689.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -555704.875000 Penalty: 2542.761230
	Iteration 29Q: 3 clusters Score -555704.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -555723.625000 Penalty: 2542.761230
	Iteration 30Q: 3 clusters Score -555723.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -555743.250000 Penalty: 2542.761230
	Iteration 31Q: 3 clusters Score -555743.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -555758.500000 Penalty: 2542.761230
	Iteration 32Q: 3 clusters Score -555758.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -555771.625000 Penalty: 2542.761230
	Iteration 33Q: 3 clusters Score -555771.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -555784.625000 Penalty: 2542.761230
	Iteration 34Q: 3 clusters Score -555784.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -555795.562500 Penalty: 2542.761230
	Iteration 35Q: 3 clusters Score -555795.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -555809.062500 Penalty: 2542.761230
	Iteration 36Q: 3 clusters Score -555809.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -555819.312500 Penalty: 2542.761230
	Iteration 37Q: 3 clusters Score -555819.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -555826.125000 Penalty: 2542.761230
	Iteration 38Q: 3 clusters Score -555826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -555830.000000 Penalty: 2542.761230
	Iteration 39Q: 3 clusters Score -555830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -555834.750000 Penalty: 2542.761230
	Iteration 40F: 3 clusters Score -555834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -555841.625000 Penalty: 2542.761230
	Iteration 41Q: 3 clusters Score -555841.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -555846.375000 Penalty: 2542.761230
	Iteration 42Q: 3 clusters Score -555846.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -555850.312500 Penalty: 2542.761230
	Iteration 43Q: 3 clusters Score -555850.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -555854.000000 Penalty: 2542.761230
	Iteration 44Q: 3 clusters Score -555854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -555858.437500 Penalty: 2542.761230
	Iteration 45Q: 3 clusters Score -555858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -555864.250000 Penalty: 2542.761230
	Iteration 46Q: 3 clusters Score -555864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -555869.937500 Penalty: 2542.761230
	Iteration 47Q: 3 clusters Score -555869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -555874.375000 Penalty: 2542.761230
	Iteration 48Q: 3 clusters Score -555874.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -555880.562500 Penalty: 2542.761230
	Iteration 49Q: 3 clusters Score -555880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -555887.812500 Penalty: 2542.761230
	Iteration 50Q: 3 clusters Score -555887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -555895.062500 Penalty: 2542.761230
	Iteration 51Q: 3 clusters Score -555895.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -555898.625000 Penalty: 2542.761230
	Iteration 52Q: 3 clusters Score -555898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -555904.312500 Penalty: 2542.761230
	Iteration 53Q: 3 clusters Score -555904.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -555909.312500 Penalty: 2542.761230
	Iteration 54Q: 3 clusters Score -555909.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -555911.312500 Penalty: 2542.761230
	Iteration 55Q: 3 clusters Score -555911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -555913.375000 Penalty: 2542.761230
	Iteration 56Q: 3 clusters Score -555913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -555917.375000 Penalty: 2542.761230
	Iteration 57Q: 3 clusters Score -555917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -555918.937500 Penalty: 2542.761230
	Iteration 58Q: 3 clusters Score -555918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -555920.062500 Penalty: 2542.761230
	Iteration 59Q: 3 clusters Score -555920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -555925.562500 Penalty: 2542.761230
	Iteration 60F: 3 clusters Score -555925.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -555928.625000 Penalty: 2542.761230
	Iteration 61Q: 3 clusters Score -555928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -555930.812500 Penalty: 2542.761230
	Iteration 62Q: 3 clusters Score -555930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -555936.062500 Penalty: 2542.761230
	Iteration 63Q: 3 clusters Score -555936.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -555940.062500 Penalty: 2542.761230
	Iteration 64Q: 3 clusters Score -555940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -555943.875000 Penalty: 2542.761230
	Iteration 65Q: 3 clusters Score -555943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -555947.500000 Penalty: 2542.761230
	Iteration 66Q: 3 clusters Score -555947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -555947.937500 Penalty: 2542.761230
	Iteration 67Q: 3 clusters Score -555947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -555948.875000 Penalty: 2542.761230
	Iteration 68Q: 3 clusters Score -555948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -555950.312500 Penalty: 2542.761230
	Iteration 69Q: 3 clusters Score -555950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -555951.500000 Penalty: 2542.761230
	Iteration 70Q: 3 clusters Score -555951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -555952.250000 Penalty: 2542.761230
	Iteration 71Q: 3 clusters Score -555952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -555955.187500 Penalty: 2542.761230
	Iteration 72Q: 3 clusters Score -555955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -555958.125000 Penalty: 2542.761230
	Iteration 73Q: 3 clusters Score -555958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -555960.562500 Penalty: 2542.761230
	Iteration 74Q: 3 clusters Score -555960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -555962.562500 Penalty: 2542.761230
	Iteration 75Q: 3 clusters Score -555962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -555963.000000 Penalty: 2542.761230
	Iteration 76Q: 3 clusters Score -555963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -555965.625000 Penalty: 2542.761230
	Iteration 77Q: 3 clusters Score -555965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -555967.687500 Penalty: 2542.761230
	Iteration 78Q: 3 clusters Score -555967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -555968.187500 Penalty: 2542.761230
	Iteration 79Q: 3 clusters Score -555968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -555970.312500 Penalty: 2542.761230
	Iteration 80F: 3 clusters Score -555970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -555971.937500 Penalty: 2542.761230
	Iteration 81Q: 3 clusters Score -555971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -555972.750000 Penalty: 2542.761230
	Iteration 82Q: 3 clusters Score -555972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -555974.437500 Penalty: 2542.761230
	Iteration 83Q: 3 clusters Score -555974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -555976.187500 Penalty: 2542.761230
	Iteration 84Q: 3 clusters Score -555976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -555977.375000 Penalty: 2542.761230
	Iteration 85Q: 3 clusters Score -555977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -555977.937500 Penalty: 2542.761230
	Iteration 86Q: 3 clusters Score -555977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -555978.437500 Penalty: 2542.761230
	Iteration 87Q: 3 clusters Score -555978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -555979.812500 Penalty: 2542.761230
	Iteration 88Q: 3 clusters Score -555979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -555979.812500 Penalty: 2542.761230
	Iteration 89F: 3 clusters Score -555979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -519889.375000 Penalty: 1246.738647
	Iteration 0F: 2 clusters Score -519889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -516635.437500 Penalty: 2493.477295
	Iteration 0F: 3 clusters Score -516635.4 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -517636.156250 Penalty: 2493.477295
	Iteration 1F: 3 clusters Score -517636.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -517840.281250 Penalty: 2493.477295
	Iteration 2F: 3 clusters Score -517840.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -517959.593750 Penalty: 2493.477295
	Iteration 3Q: 3 clusters Score -517959.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -518048.781250 Penalty: 2493.477295
	Iteration 4Q: 3 clusters Score -518048.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -518121.250000 Penalty: 2493.477295
	Iteration 5Q: 3 clusters Score -518121.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -518173.812500 Penalty: 2493.477295
	Iteration 6Q: 3 clusters Score -518173.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -518207.281250 Penalty: 2493.477295
	Iteration 7Q: 3 clusters Score -518207.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -518235.125000 Penalty: 2493.477295
	Iteration 8Q: 3 clusters Score -518235.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -518259.187500 Penalty: 2493.477295
	Iteration 9Q: 3 clusters Score -518259.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -518274.875000 Penalty: 2493.477295
	Iteration 10Q: 3 clusters Score -518274.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -518285.437500 Penalty: 2493.477295
	Iteration 11Q: 3 clusters Score -518285.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -518296.000000 Penalty: 2493.477295
	Iteration 12Q: 3 clusters Score -518296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -518302.187500 Penalty: 2493.477295
	Iteration 13Q: 3 clusters Score -518302.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -518309.281250 Penalty: 2493.477295
	Iteration 14Q: 3 clusters Score -518309.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -518317.250000 Penalty: 2493.477295
	Iteration 15Q: 3 clusters Score -518317.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -518327.875000 Penalty: 2493.477295
	Iteration 16Q: 3 clusters Score -518327.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -518340.281250 Penalty: 2493.477295
	Iteration 17Q: 3 clusters Score -518340.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -518346.875000 Penalty: 2493.477295
	Iteration 18Q: 3 clusters Score -518346.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -518356.375000 Penalty: 2493.477295
	Iteration 19Q: 3 clusters Score -518356.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -518369.187500 Penalty: 2493.477295
	Iteration 20F: 3 clusters Score -518369.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -518382.156250 Penalty: 2493.477295
	Iteration 21Q: 3 clusters Score -518382.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -518398.687500 Penalty: 2493.477295
	Iteration 22Q: 3 clusters Score -518398.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -518411.781250 Penalty: 2493.477295
	Iteration 23Q: 3 clusters Score -518411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -518422.187500 Penalty: 2493.477295
	Iteration 24Q: 3 clusters Score -518422.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -518434.593750 Penalty: 2493.477295
	Iteration 25Q: 3 clusters Score -518434.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -518449.625000 Penalty: 2493.477295
	Iteration 26Q: 3 clusters Score -518449.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -518465.531250 Penalty: 2493.477295
	Iteration 27Q: 3 clusters Score -518465.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -518482.968750 Penalty: 2493.477295
	Iteration 28Q: 3 clusters Score -518483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -518501.687500 Penalty: 2493.477295
	Iteration 29Q: 3 clusters Score -518501.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -518519.718750 Penalty: 2493.477295
	Iteration 30Q: 3 clusters Score -518519.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -518533.593750 Penalty: 2493.477295
	Iteration 31Q: 3 clusters Score -518533.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -518545.812500 Penalty: 2493.477295
	Iteration 32Q: 3 clusters Score -518545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -518558.000000 Penalty: 2493.477295
	Iteration 33Q: 3 clusters Score -518558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -518578.156250 Penalty: 2493.477295
	Iteration 34Q: 3 clusters Score -518578.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -518603.406250 Penalty: 2493.477295
	Iteration 35Q: 3 clusters Score -518603.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -518629.718750 Penalty: 2493.477295
	Iteration 36Q: 3 clusters Score -518629.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -518648.937500 Penalty: 2493.477295
	Iteration 37Q: 3 clusters Score -518648.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -518658.000000 Penalty: 2493.477295
	Iteration 38Q: 3 clusters Score -518658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -518662.718750 Penalty: 2493.477295
	Iteration 39Q: 3 clusters Score -518662.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -518668.062500 Penalty: 2493.477295
	Iteration 40F: 3 clusters Score -518668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -518671.500000 Penalty: 2493.477295
	Iteration 41Q: 3 clusters Score -518671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -518674.000000 Penalty: 2493.477295
	Iteration 42Q: 3 clusters Score -518674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -518678.156250 Penalty: 2493.477295
	Iteration 43Q: 3 clusters Score -518678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -518682.468750 Penalty: 2493.477295
	Iteration 44Q: 3 clusters Score -518682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -518687.343750 Penalty: 2493.477295
	Iteration 45Q: 3 clusters Score -518687.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -518692.500000 Penalty: 2493.477295
	Iteration 46Q: 3 clusters Score -518692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -518695.687500 Penalty: 2493.477295
	Iteration 47Q: 3 clusters Score -518695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -518700.187500 Penalty: 2493.477295
	Iteration 48Q: 3 clusters Score -518700.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -518707.500000 Penalty: 2493.477295
	Iteration 49Q: 3 clusters Score -518707.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -518715.093750 Penalty: 2493.477295
	Iteration 50Q: 3 clusters Score -518715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -518723.625000 Penalty: 2493.477295
	Iteration 51Q: 3 clusters Score -518723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -518729.000000 Penalty: 2493.477295
	Iteration 52Q: 3 clusters Score -518729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -518733.687500 Penalty: 2493.477295
	Iteration 53Q: 3 clusters Score -518733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -518739.500000 Penalty: 2493.477295
	Iteration 54Q: 3 clusters Score -518739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -518744.343750 Penalty: 2493.477295
	Iteration 55Q: 3 clusters Score -518744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -518752.531250 Penalty: 2493.477295
	Iteration 56Q: 3 clusters Score -518752.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -518759.843750 Penalty: 2493.477295
	Iteration 57Q: 3 clusters Score -518759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -518765.843750 Penalty: 2493.477295
	Iteration 58Q: 3 clusters Score -518765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -518770.750000 Penalty: 2493.477295
	Iteration 59Q: 3 clusters Score -518770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -518776.906250 Penalty: 2493.477295
	Iteration 60F: 3 clusters Score -518776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -518783.656250 Penalty: 2493.477295
	Iteration 61Q: 3 clusters Score -518783.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -518789.218750 Penalty: 2493.477295
	Iteration 62Q: 3 clusters Score -518789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -518794.656250 Penalty: 2493.477295
	Iteration 63Q: 3 clusters Score -518794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -518796.437500 Penalty: 2493.477295
	Iteration 64Q: 3 clusters Score -518796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -518798.656250 Penalty: 2493.477295
	Iteration 65Q: 3 clusters Score -518798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -518801.718750 Penalty: 2493.477295
	Iteration 66Q: 3 clusters Score -518801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -518803.656250 Penalty: 2493.477295
	Iteration 67Q: 3 clusters Score -518803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -518804.625000 Penalty: 2493.477295
	Iteration 68Q: 3 clusters Score -518804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -518805.656250 Penalty: 2493.477295
	Iteration 69Q: 3 clusters Score -518805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -518806.875000 Penalty: 2493.477295
	Iteration 70Q: 3 clusters Score -518806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -518807.687500 Penalty: 2493.477295
	Iteration 71Q: 3 clusters Score -518807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -518807.343750 Penalty: 2493.477295
	Iteration 72Q: 3 clusters Score -518807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -518806.937500 Penalty: 2493.477295
	Iteration 73Q: 3 clusters Score -518806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -518806.937500 Penalty: 2493.477295
	Iteration 74F: 3 clusters Score -518806.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Entering Unmasked Estep 
Score: -3745688.750000 Penalty: 1543.868164
	Iteration 0F: 2 clusters Score -3745689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3724835.500000 Penalty: 3087.736328
	Iteration 0F: 3 clusters Score -3724836 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3733105.500000 Penalty: 3087.736328
	Iteration 1F: 3 clusters Score -3733106 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3733867.250000 Penalty: 3087.736328
	Iteration 2F: 3 clusters Score -3733867 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3734752.250000 Penalty: 3087.736328
	Iteration 3F: 3 clusters Score -3734752 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3735935.000000 Penalty: 3087.736328
	Iteration 4F: 3 clusters Score -3735935 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3737344.750000 Penalty: 3087.736328
	Iteration 5F: 3 clusters Score -3737345 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3738821.750000 Penalty: 3087.736328
	Iteration 6F: 3 clusters Score -3738822 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3740174.500000 Penalty: 3087.736328
	Iteration 7F: 3 clusters Score -3740174 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3741191.250000 Penalty: 3087.736328
	Iteration 8F: 3 clusters Score -3741191 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3741920.750000 Penalty: 3087.736328
	Iteration 9Q: 3 clusters Score -3741921 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3742406.000000 Penalty: 3087.736328
	Iteration 10Q: 3 clusters Score -3742406 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3742657.250000 Penalty: 3087.736328
	Iteration 11Q: 3 clusters Score -3742657 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3742812.250000 Penalty: 3087.736328
	Iteration 12Q: 3 clusters Score -3742812 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3742868.250000 Penalty: 3087.736328
	Iteration 13Q: 3 clusters Score -3742868 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3742941.750000 Penalty: 3087.736328
	Iteration 14Q: 3 clusters Score -3742942 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3742983.250000 Penalty: 3087.736328
	Iteration 15Q: 3 clusters Score -3742983 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3743030.250000 Penalty: 3087.736328
	Iteration 16Q: 3 clusters Score -3743030 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3743067.250000 Penalty: 3087.736328
	Iteration 17Q: 3 clusters Score -3743067 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3743112.750000 Penalty: 3087.736328
	Iteration 18Q: 3 clusters Score -3743113 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3743137.500000 Penalty: 3087.736328
	Iteration 19Q: 3 clusters Score -3743138 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3743158.250000 Penalty: 3087.736328
	Iteration 20F: 3 clusters Score -3743158 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3743177.500000 Penalty: 3087.736328
	Iteration 21Q: 3 clusters Score -3743178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3743196.250000 Penalty: 3087.736328
	Iteration 22Q: 3 clusters Score -3743196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3743217.750000 Penalty: 3087.736328
	Iteration 23Q: 3 clusters Score -3743218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3743235.500000 Penalty: 3087.736328
	Iteration 24Q: 3 clusters Score -3743236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3743241.750000 Penalty: 3087.736328
	Iteration 25Q: 3 clusters Score -3743242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3743255.500000 Penalty: 3087.736328
	Iteration 26Q: 3 clusters Score -3743256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3743260.500000 Penalty: 3087.736328
	Iteration 27Q: 3 clusters Score -3743260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3743263.250000 Penalty: 3087.736328
	Iteration 28Q: 3 clusters Score -3743263 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3743281.750000 Penalty: 3087.736328
	Iteration 29Q: 3 clusters Score -3743282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3743288.750000 Penalty: 3087.736328
	Iteration 30Q: 3 clusters Score -3743289 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3743322.750000 Penalty: 3087.736328
	Iteration 31Q: 3 clusters Score -3743323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3743338.750000 Penalty: 3087.736328
	Iteration 32Q: 3 clusters Score -3743339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3743346.250000 Penalty: 3087.736328
	Iteration 33Q: 3 clusters Score -3743346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3743365.750000 Penalty: 3087.736328
	Iteration 34Q: 3 clusters Score -3743366 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3743372.250000 Penalty: 3087.736328
	Iteration 35Q: 3 clusters Score -3743372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3743379.500000 Penalty: 3087.736328
	Iteration 36Q: 3 clusters Score -3743380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3743394.500000 Penalty: 3087.736328
	Iteration 37Q: 3 clusters Score -3743394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3743408.000000 Penalty: 3087.736328
	Iteration 38Q: 3 clusters Score -3743408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3743412.750000 Penalty: 3087.736328
	Iteration 39Q: 3 clusters Score -3743413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3743417.250000 Penalty: 3087.736328
	Iteration 40F: 3 clusters Score -3743417 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3743421.750000 Penalty: 3087.736328
	Iteration 41Q: 3 clusters Score -3743422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3743420.750000 Penalty: 3087.736328
	Iteration 42Q: 3 clusters Score -3743421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3743440.500000 Penalty: 3087.736328
	Iteration 43Q: 3 clusters Score -3743440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3743442.750000 Penalty: 3087.736328
	Iteration 44Q: 3 clusters Score -3743443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3743449.500000 Penalty: 3087.736328
	Iteration 45Q: 3 clusters Score -3743450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3743439.750000 Penalty: 3087.736328
	Iteration 46Q: 3 clusters Score -3743440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3743442.000000 Penalty: 3087.736328
	Iteration 47Q: 3 clusters Score -3743442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3743445.750000 Penalty: 3087.736328
	Iteration 48Q: 3 clusters Score -3743446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3743453.750000 Penalty: 3087.736328
	Iteration 49Q: 3 clusters Score -3743454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3743460.750000 Penalty: 3087.736328
	Iteration 50Q: 3 clusters Score -3743461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3743468.500000 Penalty: 3087.736328
	Iteration 51Q: 3 clusters Score -3743468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3743475.000000 Penalty: 3087.736328
	Iteration 52Q: 3 clusters Score -3743475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3743480.000000 Penalty: 3087.736328
	Iteration 53Q: 3 clusters Score -3743480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3743486.750000 Penalty: 3087.736328
	Iteration 54Q: 3 clusters Score -3743487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3743493.500000 Penalty: 3087.736328
	Iteration 55Q: 3 clusters Score -3743494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3743508.250000 Penalty: 3087.736328
	Iteration 56Q: 3 clusters Score -3743508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3743519.250000 Penalty: 3087.736328
	Iteration 57Q: 3 clusters Score -3743519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3743522.000000 Penalty: 3087.736328
	Iteration 58Q: 3 clusters Score -3743522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3743536.750000 Penalty: 3087.736328
	Iteration 59Q: 3 clusters Score -3743537 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3743539.750000 Penalty: 3087.736328
	Iteration 60F: 3 clusters Score -3743540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3743547.750000 Penalty: 3087.736328
	Iteration 61Q: 3 clusters Score -3743548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3743578.250000 Penalty: 3087.736328
	Iteration 62Q: 3 clusters Score -3743578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3743588.750000 Penalty: 3087.736328
	Iteration 63Q: 3 clusters Score -3743589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3743597.000000 Penalty: 3087.736328
	Iteration 64Q: 3 clusters Score -3743597 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3743609.500000 Penalty: 3087.736328
	Iteration 65Q: 3 clusters Score -3743610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3743620.250000 Penalty: 3087.736328
	Iteration 66Q: 3 clusters Score -3743620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3743629.750000 Penalty: 3087.736328
	Iteration 67Q: 3 clusters Score -3743630 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3743648.500000 Penalty: 3087.736328
	Iteration 68Q: 3 clusters Score -3743648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3743666.250000 Penalty: 3087.736328
	Iteration 69Q: 3 clusters Score -3743666 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3743693.500000 Penalty: 3087.736328
	Iteration 70Q: 3 clusters Score -3743694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3743707.500000 Penalty: 3087.736328
	Iteration 71Q: 3 clusters Score -3743708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3743738.500000 Penalty: 3087.736328
	Iteration 72Q: 3 clusters Score -3743738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3743752.750000 Penalty: 3087.736328
	Iteration 73Q: 3 clusters Score -3743753 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3743784.000000 Penalty: 3087.736328
	Iteration 74Q: 3 clusters Score -3743784 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3743805.250000 Penalty: 3087.736328
	Iteration 75Q: 3 clusters Score -3743805 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3743826.250000 Penalty: 3087.736328
	Iteration 76Q: 3 clusters Score -3743826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3743855.250000 Penalty: 3087.736328
	Iteration 77Q: 3 clusters Score -3743855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3743873.000000 Penalty: 3087.736328
	Iteration 78Q: 3 clusters Score -3743873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3743874.750000 Penalty: 3087.736328
	Iteration 79Q: 3 clusters Score -3743875 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3743885.000000 Penalty: 3087.736328
	Iteration 80F: 3 clusters Score -3743885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3743897.750000 Penalty: 3087.736328
	Iteration 81Q: 3 clusters Score -3743898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3743917.000000 Penalty: 3087.736328
	Iteration 82Q: 3 clusters Score -3743917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3743924.750000 Penalty: 3087.736328
	Iteration 83Q: 3 clusters Score -3743925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3743946.000000 Penalty: 3087.736328
	Iteration 84Q: 3 clusters Score -3743946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3743962.750000 Penalty: 3087.736328
	Iteration 85Q: 3 clusters Score -3743963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3743979.500000 Penalty: 3087.736328
	Iteration 86Q: 3 clusters Score -3743980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3743985.250000 Penalty: 3087.736328
	Iteration 87Q: 3 clusters Score -3743985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3743986.000000 Penalty: 3087.736328
	Iteration 88Q: 3 clusters Score -3743986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3743987.500000 Penalty: 3087.736328
	Iteration 89Q: 3 clusters Score -3743988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3743999.750000 Penalty: 3087.736328
	Iteration 90Q: 3 clusters Score -3744000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3743999.750000 Penalty: 3087.736328
	Iteration 91Q: 3 clusters Score -3744000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3744004.000000 Penalty: 3087.736328
	Iteration 92Q: 3 clusters Score -3744004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3744015.000000 Penalty: 3087.736328
	Iteration 93Q: 3 clusters Score -3744015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3744028.500000 Penalty: 3087.736328
	Iteration 94Q: 3 clusters Score -3744028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3744032.250000 Penalty: 3087.736328
	Iteration 95Q: 3 clusters Score -3744032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3744031.500000 Penalty: 3087.736328
	Iteration 96Q: 3 clusters Score -3744032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3744042.000000 Penalty: 3087.736328
	Iteration 97Q: 3 clusters Score -3744042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3744040.000000 Penalty: 3087.736328
	Iteration 98Q: 3 clusters Score -3744040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3744044.000000 Penalty: 3087.736328
	Iteration 99Q: 3 clusters Score -3744044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3744050.750000 Penalty: 3087.736328
	Iteration 100F: 3 clusters Score -3744051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3744056.500000 Penalty: 3087.736328
	Iteration 101Q: 3 clusters Score -3744056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3744063.750000 Penalty: 3087.736328
	Iteration 102Q: 3 clusters Score -3744064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3744070.750000 Penalty: 3087.736328
	Iteration 103Q: 3 clusters Score -3744071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3744078.250000 Penalty: 3087.736328
	Iteration 104Q: 3 clusters Score -3744078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3744082.250000 Penalty: 3087.736328
	Iteration 105Q: 3 clusters Score -3744082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3744084.250000 Penalty: 3087.736328
	Iteration 106Q: 3 clusters Score -3744084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3744096.250000 Penalty: 3087.736328
	Iteration 107Q: 3 clusters Score -3744096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3744093.750000 Penalty: 3087.736328
	Iteration 108Q: 3 clusters Score -3744094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3744107.750000 Penalty: 3087.736328
	Iteration 109Q: 3 clusters Score -3744108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3744107.750000 Penalty: 3087.736328
	Iteration 110Q: 3 clusters Score -3744108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3744110.250000 Penalty: 3087.736328
	Iteration 111Q: 3 clusters Score -3744110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3744109.500000 Penalty: 3087.736328
	Iteration 112Q: 3 clusters Score -3744110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3744112.000000 Penalty: 3087.736328
	Iteration 113Q: 3 clusters Score -3744112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3744107.750000 Penalty: 3087.736328
	Iteration 114Q: 3 clusters Score -3744108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3744121.750000 Penalty: 3087.736328
	Iteration 115Q: 3 clusters Score -3744122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3744127.750000 Penalty: 3087.736328
	Iteration 116Q: 3 clusters Score -3744128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3744125.750000 Penalty: 3087.736328
	Iteration 117Q: 3 clusters Score -3744126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3744133.750000 Penalty: 3087.736328
	Iteration 118Q: 3 clusters Score -3744134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3744130.500000 Penalty: 3087.736328
	Iteration 119Q: 3 clusters Score -3744130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3744131.250000 Penalty: 3087.736328
	Iteration 120F: 3 clusters Score -3744131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3744130.000000 Penalty: 3087.736328
	Iteration 121Q: 3 clusters Score -3744130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3744129.250000 Penalty: 3087.736328
	Iteration 122Q: 3 clusters Score -3744129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3744136.000000 Penalty: 3087.736328
	Iteration 123Q: 3 clusters Score -3744136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3744144.250000 Penalty: 3087.736328
	Iteration 124Q: 3 clusters Score -3744144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3744138.750000 Penalty: 3087.736328
	Iteration 125Q: 3 clusters Score -3744139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3744139.000000 Penalty: 3087.736328
	Iteration 126Q: 3 clusters Score -3744139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3744137.750000 Penalty: 3087.736328
	Iteration 127Q: 3 clusters Score -3744138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3744137.750000 Penalty: 3087.736328
	Iteration 128Q: 3 clusters Score -3744138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3744136.750000 Penalty: 3087.736328
	Iteration 129Q: 3 clusters Score -3744137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3744144.000000 Penalty: 3087.736328
	Iteration 130Q: 3 clusters Score -3744144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3744143.000000 Penalty: 3087.736328
	Iteration 131Q: 3 clusters Score -3744143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3744138.000000 Penalty: 3087.736328
	Iteration 132Q: 3 clusters Score -3744138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3744141.500000 Penalty: 3087.736328
	Iteration 133Q: 3 clusters Score -3744142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3744143.250000 Penalty: 3087.736328
	Iteration 134Q: 3 clusters Score -3744143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3744143.500000 Penalty: 3087.736328
	Iteration 135Q: 3 clusters Score -3744144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3744147.000000 Penalty: 3087.736328
	Iteration 136Q: 3 clusters Score -3744147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3744145.500000 Penalty: 3087.736328
	Iteration 137Q: 3 clusters Score -3744146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3744145.000000 Penalty: 3087.736328
	Iteration 138Q: 3 clusters Score -3744145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3744146.000000 Penalty: 3087.736328
	Iteration 139Q: 3 clusters Score -3744146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3744143.250000 Penalty: 3087.736328
	Iteration 140F: 3 clusters Score -3744143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3744140.500000 Penalty: 3087.736328
	Iteration 141Q: 3 clusters Score -3744140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3744140.500000 Penalty: 3087.736328
	Iteration 142F: 3 clusters Score -3744140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Entering Unmasked Estep 
Score: -2783903.250000 Penalty: 1507.460449
	Iteration 0F: 2 clusters Score -2783903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2767506.250000 Penalty: 3014.920898
	Iteration 0F: 3 clusters Score -2767506 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2773533.000000 Penalty: 3014.920898
	Iteration 1F: 3 clusters Score -2773533 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2774120.250000 Penalty: 3014.920898
	Iteration 2F: 3 clusters Score -2774120 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2774615.250000 Penalty: 3014.920898
	Iteration 3F: 3 clusters Score -2774615 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2775106.250000 Penalty: 3014.920898
	Iteration 4Q: 3 clusters Score -2775106 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2775674.750000 Penalty: 3014.920898
	Iteration 5Q: 3 clusters Score -2775675 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2776352.750000 Penalty: 3014.920898
	Iteration 6Q: 3 clusters Score -2776353 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2777150.500000 Penalty: 3014.920898
	Iteration 7F: 3 clusters Score -2777150 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2778070.000000 Penalty: 3014.920898
	Iteration 8F: 3 clusters Score -2778070 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2779044.000000 Penalty: 3014.920898
	Iteration 9F: 3 clusters Score -2779044 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2779978.750000 Penalty: 3014.920898
	Iteration 10Q: 3 clusters Score -2779979 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2780716.000000 Penalty: 3014.920898
	Iteration 11Q: 3 clusters Score -2780716 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2781173.000000 Penalty: 3014.920898
	Iteration 12Q: 3 clusters Score -2781173 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2781429.250000 Penalty: 3014.920898
	Iteration 13Q: 3 clusters Score -2781429 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2781584.000000 Penalty: 3014.920898
	Iteration 14Q: 3 clusters Score -2781584 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2781697.500000 Penalty: 3014.920898
	Iteration 15Q: 3 clusters Score -2781698 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2781809.750000 Penalty: 3014.920898
	Iteration 16Q: 3 clusters Score -2781810 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2781884.500000 Penalty: 3014.920898
	Iteration 17Q: 3 clusters Score -2781884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2781938.750000 Penalty: 3014.920898
	Iteration 18Q: 3 clusters Score -2781939 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2782005.000000 Penalty: 3014.920898
	Iteration 19Q: 3 clusters Score -2782005 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2782059.750000 Penalty: 3014.920898
	Iteration 20F: 3 clusters Score -2782060 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2782119.500000 Penalty: 3014.920898
	Iteration 21Q: 3 clusters Score -2782120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2782171.000000 Penalty: 3014.920898
	Iteration 22Q: 3 clusters Score -2782171 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2782204.750000 Penalty: 3014.920898
	Iteration 23Q: 3 clusters Score -2782205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2782230.750000 Penalty: 3014.920898
	Iteration 24Q: 3 clusters Score -2782231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2782254.750000 Penalty: 3014.920898
	Iteration 25Q: 3 clusters Score -2782255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2782288.750000 Penalty: 3014.920898
	Iteration 26Q: 3 clusters Score -2782289 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2782320.000000 Penalty: 3014.920898
	Iteration 27Q: 3 clusters Score -2782320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2782350.000000 Penalty: 3014.920898
	Iteration 28Q: 3 clusters Score -2782350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2782390.500000 Penalty: 3014.920898
	Iteration 29Q: 3 clusters Score -2782390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2782426.000000 Penalty: 3014.920898
	Iteration 30Q: 3 clusters Score -2782426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2782443.500000 Penalty: 3014.920898
	Iteration 31Q: 3 clusters Score -2782444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2782467.000000 Penalty: 3014.920898
	Iteration 32Q: 3 clusters Score -2782467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2782476.250000 Penalty: 3014.920898
	Iteration 33Q: 3 clusters Score -2782476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2782488.000000 Penalty: 3014.920898
	Iteration 34Q: 3 clusters Score -2782488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2782503.500000 Penalty: 3014.920898
	Iteration 35Q: 3 clusters Score -2782504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2782519.500000 Penalty: 3014.920898
	Iteration 36Q: 3 clusters Score -2782520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2782545.000000 Penalty: 3014.920898
	Iteration 37Q: 3 clusters Score -2782545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2782579.250000 Penalty: 3014.920898
	Iteration 38Q: 3 clusters Score -2782579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2782611.250000 Penalty: 3014.920898
	Iteration 39Q: 3 clusters Score -2782611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2782639.750000 Penalty: 3014.920898
	Iteration 40F: 3 clusters Score -2782640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2782661.000000 Penalty: 3014.920898
	Iteration 41Q: 3 clusters Score -2782661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2782675.500000 Penalty: 3014.920898
	Iteration 42Q: 3 clusters Score -2782676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2782688.250000 Penalty: 3014.920898
	Iteration 43Q: 3 clusters Score -2782688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2782708.500000 Penalty: 3014.920898
	Iteration 44Q: 3 clusters Score -2782708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2782729.750000 Penalty: 3014.920898
	Iteration 45Q: 3 clusters Score -2782730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2782749.750000 Penalty: 3014.920898
	Iteration 46Q: 3 clusters Score -2782750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2782762.750000 Penalty: 3014.920898
	Iteration 47Q: 3 clusters Score -2782763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2782783.750000 Penalty: 3014.920898
	Iteration 48Q: 3 clusters Score -2782784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2782789.500000 Penalty: 3014.920898
	Iteration 49Q: 3 clusters Score -2782790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2782806.500000 Penalty: 3014.920898
	Iteration 50Q: 3 clusters Score -2782806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2782819.500000 Penalty: 3014.920898
	Iteration 51Q: 3 clusters Score -2782820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2782829.000000 Penalty: 3014.920898
	Iteration 52Q: 3 clusters Score -2782829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2782843.500000 Penalty: 3014.920898
	Iteration 53Q: 3 clusters Score -2782844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2782849.000000 Penalty: 3014.920898
	Iteration 54Q: 3 clusters Score -2782849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2782861.250000 Penalty: 3014.920898
	Iteration 55Q: 3 clusters Score -2782861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2782868.250000 Penalty: 3014.920898
	Iteration 56Q: 3 clusters Score -2782868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2782872.000000 Penalty: 3014.920898
	Iteration 57Q: 3 clusters Score -2782872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2782891.000000 Penalty: 3014.920898
	Iteration 58Q: 3 clusters Score -2782891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2782898.750000 Penalty: 3014.920898
	Iteration 59Q: 3 clusters Score -2782899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2782900.750000 Penalty: 3014.920898
	Iteration 60F: 3 clusters Score -2782901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2782910.250000 Penalty: 3014.920898
	Iteration 61Q: 3 clusters Score -2782910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2782912.000000 Penalty: 3014.920898
	Iteration 62Q: 3 clusters Score -2782912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2782908.250000 Penalty: 3014.920898
	Iteration 63Q: 3 clusters Score -2782908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2782912.250000 Penalty: 3014.920898
	Iteration 64Q: 3 clusters Score -2782912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2782919.000000 Penalty: 3014.920898
	Iteration 65Q: 3 clusters Score -2782919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2782918.750000 Penalty: 3014.920898
	Iteration 66Q: 3 clusters Score -2782919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2782923.500000 Penalty: 3014.920898
	Iteration 67Q: 3 clusters Score -2782924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2782923.500000 Penalty: 3014.920898
	Iteration 68Q: 3 clusters Score -2782924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2782928.750000 Penalty: 3014.920898
	Iteration 69Q: 3 clusters Score -2782929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2782936.000000 Penalty: 3014.920898
	Iteration 70Q: 3 clusters Score -2782936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2782929.750000 Penalty: 3014.920898
	Iteration 71Q: 3 clusters Score -2782930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2782953.250000 Penalty: 3014.920898
	Iteration 72Q: 3 clusters Score -2782953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2782956.250000 Penalty: 3014.920898
	Iteration 73Q: 3 clusters Score -2782956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2782964.250000 Penalty: 3014.920898
	Iteration 74Q: 3 clusters Score -2782964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2782967.250000 Penalty: 3014.920898
	Iteration 75Q: 3 clusters Score -2782967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2782977.000000 Penalty: 3014.920898
	Iteration 76Q: 3 clusters Score -2782977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2782982.000000 Penalty: 3014.920898
	Iteration 77Q: 3 clusters Score -2782982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2782985.750000 Penalty: 3014.920898
	Iteration 78Q: 3 clusters Score -2782986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2782988.250000 Penalty: 3014.920898
	Iteration 79Q: 3 clusters Score -2782988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2782990.750000 Penalty: 3014.920898
	Iteration 80F: 3 clusters Score -2782991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2782990.750000 Penalty: 3014.920898
	Iteration 81Q: 3 clusters Score -2782991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2782996.500000 Penalty: 3014.920898
	Iteration 82Q: 3 clusters Score -2782996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2783000.000000 Penalty: 3014.920898
	Iteration 83Q: 3 clusters Score -2783000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -2783001.500000 Penalty: 3014.920898
	Iteration 84Q: 3 clusters Score -2783002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2783004.250000 Penalty: 3014.920898
	Iteration 85Q: 3 clusters Score -2783004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2783009.500000 Penalty: 3014.920898
	Iteration 86Q: 3 clusters Score -2783010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2783013.500000 Penalty: 3014.920898
	Iteration 87Q: 3 clusters Score -2783014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2783009.000000 Penalty: 3014.920898
	Iteration 88Q: 3 clusters Score -2783009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2783015.000000 Penalty: 3014.920898
	Iteration 89Q: 3 clusters Score -2783015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2783019.250000 Penalty: 3014.920898
	Iteration 90Q: 3 clusters Score -2783019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2783013.500000 Penalty: 3014.920898
	Iteration 91Q: 3 clusters Score -2783014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2783019.500000 Penalty: 3014.920898
	Iteration 92Q: 3 clusters Score -2783020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2783026.000000 Penalty: 3014.920898
	Iteration 93Q: 3 clusters Score -2783026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2783026.750000 Penalty: 3014.920898
	Iteration 94Q: 3 clusters Score -2783027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2783025.250000 Penalty: 3014.920898
	Iteration 95Q: 3 clusters Score -2783025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2783030.750000 Penalty: 3014.920898
	Iteration 96Q: 3 clusters Score -2783031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2783027.250000 Penalty: 3014.920898
	Iteration 97Q: 3 clusters Score -2783027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2783029.000000 Penalty: 3014.920898
	Iteration 98Q: 3 clusters Score -2783029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2783028.750000 Penalty: 3014.920898
	Iteration 99Q: 3 clusters Score -2783029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2783045.500000 Penalty: 3014.920898
	Iteration 100F: 3 clusters Score -2783046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2783046.750000 Penalty: 3014.920898
	Iteration 101Q: 3 clusters Score -2783047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2783050.000000 Penalty: 3014.920898
	Iteration 102Q: 3 clusters Score -2783050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2783050.750000 Penalty: 3014.920898
	Iteration 103Q: 3 clusters Score -2783051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2783048.750000 Penalty: 3014.920898
	Iteration 104Q: 3 clusters Score -2783049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2783051.000000 Penalty: 3014.920898
	Iteration 105Q: 3 clusters Score -2783051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2783051.750000 Penalty: 3014.920898
	Iteration 106Q: 3 clusters Score -2783052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2783053.000000 Penalty: 3014.920898
	Iteration 107Q: 3 clusters Score -2783053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2783055.750000 Penalty: 3014.920898
	Iteration 108Q: 3 clusters Score -2783056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2783058.500000 Penalty: 3014.920898
	Iteration 109Q: 3 clusters Score -2783058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2783057.750000 Penalty: 3014.920898
	Iteration 110Q: 3 clusters Score -2783058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2783060.250000 Penalty: 3014.920898
	Iteration 111Q: 3 clusters Score -2783060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2783062.000000 Penalty: 3014.920898
	Iteration 112Q: 3 clusters Score -2783062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2783063.750000 Penalty: 3014.920898
	Iteration 113Q: 3 clusters Score -2783064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2783065.500000 Penalty: 3014.920898
	Iteration 114Q: 3 clusters Score -2783066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2783066.250000 Penalty: 3014.920898
	Iteration 115Q: 3 clusters Score -2783066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2783065.000000 Penalty: 3014.920898
	Iteration 116Q: 3 clusters Score -2783065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2783065.750000 Penalty: 3014.920898
	Iteration 117Q: 3 clusters Score -2783066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2783064.250000 Penalty: 3014.920898
	Iteration 118Q: 3 clusters Score -2783064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2783066.500000 Penalty: 3014.920898
	Iteration 119Q: 3 clusters Score -2783066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2783064.250000 Penalty: 3014.920898
	Iteration 120F: 3 clusters Score -2783064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2783066.000000 Penalty: 3014.920898
	Iteration 121Q: 3 clusters Score -2783066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2783063.250000 Penalty: 3014.920898
	Iteration 122Q: 3 clusters Score -2783063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2783065.250000 Penalty: 3014.920898
	Iteration 123Q: 3 clusters Score -2783065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2783066.250000 Penalty: 3014.920898
	Iteration 124Q: 3 clusters Score -2783066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2783069.500000 Penalty: 3014.920898
	Iteration 125Q: 3 clusters Score -2783070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2783069.500000 Penalty: 3014.920898
	Iteration 126F: 3 clusters Score -2783070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -1095310.375000 Penalty: 1368.098633
	Iteration 0F: 2 clusters Score -1095310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1088652.250000 Penalty: 2736.197266
	Iteration 0F: 3 clusters Score -1088652 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1090853.750000 Penalty: 2736.197266
	Iteration 1F: 3 clusters Score -1090854 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1091153.750000 Penalty: 2736.197266
	Iteration 2F: 3 clusters Score -1091154 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1091363.875000 Penalty: 2736.197266
	Iteration 3Q: 3 clusters Score -1091364 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1091551.875000 Penalty: 2736.197266
	Iteration 4Q: 3 clusters Score -1091552 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1091721.250000 Penalty: 2736.197266
	Iteration 5Q: 3 clusters Score -1091721 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1091895.375000 Penalty: 2736.197266
	Iteration 6Q: 3 clusters Score -1091895 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1092081.875000 Penalty: 2736.197266
	Iteration 7Q: 3 clusters Score -1092082 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1092293.375000 Penalty: 2736.197266
	Iteration 8Q: 3 clusters Score -1092293 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1092528.625000 Penalty: 2736.197266
	Iteration 9Q: 3 clusters Score -1092529 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1092797.500000 Penalty: 2736.197266
	Iteration 10Q: 3 clusters Score -1092798 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1093041.250000 Penalty: 2736.197266
	Iteration 11Q: 3 clusters Score -1093041 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1093262.500000 Penalty: 2736.197266
	Iteration 12Q: 3 clusters Score -1093262 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1093447.625000 Penalty: 2736.197266
	Iteration 13Q: 3 clusters Score -1093448 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1093608.750000 Penalty: 2736.197266
	Iteration 14Q: 3 clusters Score -1093609 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1093715.500000 Penalty: 2736.197266
	Iteration 15Q: 3 clusters Score -1093716 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1093802.250000 Penalty: 2736.197266
	Iteration 16Q: 3 clusters Score -1093802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1093871.875000 Penalty: 2736.197266
	Iteration 17Q: 3 clusters Score -1093872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1093917.500000 Penalty: 2736.197266
	Iteration 18Q: 3 clusters Score -1093918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1093956.625000 Penalty: 2736.197266
	Iteration 19Q: 3 clusters Score -1093957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1093992.500000 Penalty: 2736.197266
	Iteration 20F: 3 clusters Score -1093992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1094015.500000 Penalty: 2736.197266
	Iteration 21Q: 3 clusters Score -1094016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1094029.125000 Penalty: 2736.197266
	Iteration 22Q: 3 clusters Score -1094029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1094040.125000 Penalty: 2736.197266
	Iteration 23Q: 3 clusters Score -1094040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1094051.375000 Penalty: 2736.197266
	Iteration 24Q: 3 clusters Score -1094051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1094065.125000 Penalty: 2736.197266
	Iteration 25Q: 3 clusters Score -1094065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1094076.125000 Penalty: 2736.197266
	Iteration 26Q: 3 clusters Score -1094076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1094087.625000 Penalty: 2736.197266
	Iteration 27Q: 3 clusters Score -1094088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1094092.125000 Penalty: 2736.197266
	Iteration 28Q: 3 clusters Score -1094092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1094103.750000 Penalty: 2736.197266
	Iteration 29Q: 3 clusters Score -1094104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1094105.625000 Penalty: 2736.197266
	Iteration 30Q: 3 clusters Score -1094106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1094109.625000 Penalty: 2736.197266
	Iteration 31Q: 3 clusters Score -1094110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1094114.000000 Penalty: 2736.197266
	Iteration 32Q: 3 clusters Score -1094114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1094115.750000 Penalty: 2736.197266
	Iteration 33Q: 3 clusters Score -1094116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1094118.250000 Penalty: 2736.197266
	Iteration 34Q: 3 clusters Score -1094118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1094117.750000 Penalty: 2736.197266
	Iteration 35Q: 3 clusters Score -1094118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1094119.125000 Penalty: 2736.197266
	Iteration 36Q: 3 clusters Score -1094119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1094121.625000 Penalty: 2736.197266
	Iteration 37Q: 3 clusters Score -1094122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1094124.875000 Penalty: 2736.197266
	Iteration 38Q: 3 clusters Score -1094125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1094125.500000 Penalty: 2736.197266
	Iteration 39Q: 3 clusters Score -1094126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1094125.500000 Penalty: 2736.197266
	Iteration 40F: 3 clusters Score -1094126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1094128.000000 Penalty: 2736.197266
	Iteration 41Q: 3 clusters Score -1094128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1094127.625000 Penalty: 2736.197266
	Iteration 42Q: 3 clusters Score -1094128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1094129.250000 Penalty: 2736.197266
	Iteration 43Q: 3 clusters Score -1094129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1094131.000000 Penalty: 2736.197266
	Iteration 44Q: 3 clusters Score -1094131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1094130.125000 Penalty: 2736.197266
	Iteration 45Q: 3 clusters Score -1094130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1094130.875000 Penalty: 2736.197266
	Iteration 46Q: 3 clusters Score -1094131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1094129.250000 Penalty: 2736.197266
	Iteration 47Q: 3 clusters Score -1094129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1094129.250000 Penalty: 2736.197266
	Iteration 48F: 3 clusters Score -1094129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Entering Unmasked Estep 
Score: -1091478.625000 Penalty: 1366.731323
	Iteration 0F: 2 clusters Score -1091479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1084867.250000 Penalty: 2733.462646
	Iteration 0F: 3 clusters Score -1084867 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1086894.875000 Penalty: 2733.462646
	Iteration 1F: 3 clusters Score -1086895 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1087208.500000 Penalty: 2733.462646
	Iteration 2F: 3 clusters Score -1087208 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1087425.250000 Penalty: 2733.462646
	Iteration 3F: 3 clusters Score -1087425 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1087560.750000 Penalty: 2733.462646
	Iteration 4Q: 3 clusters Score -1087561 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1087678.375000 Penalty: 2733.462646
	Iteration 5Q: 3 clusters Score -1087678 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1087794.375000 Penalty: 2733.462646
	Iteration 6Q: 3 clusters Score -1087794 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1087898.000000 Penalty: 2733.462646
	Iteration 7Q: 3 clusters Score -1087898 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1087998.625000 Penalty: 2733.462646
	Iteration 8Q: 3 clusters Score -1087999 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1088101.625000 Penalty: 2733.462646
	Iteration 9Q: 3 clusters Score -1088102 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1088198.375000 Penalty: 2733.462646
	Iteration 10Q: 3 clusters Score -1088198 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1088303.875000 Penalty: 2733.462646
	Iteration 11Q: 3 clusters Score -1088304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1088408.250000 Penalty: 2733.462646
	Iteration 12Q: 3 clusters Score -1088408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1088519.250000 Penalty: 2733.462646
	Iteration 13Q: 3 clusters Score -1088519 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1088625.000000 Penalty: 2733.462646
	Iteration 14Q: 3 clusters Score -1088625 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1088749.500000 Penalty: 2733.462646
	Iteration 15Q: 3 clusters Score -1088750 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1088897.375000 Penalty: 2733.462646
	Iteration 16Q: 3 clusters Score -1088897 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1089057.125000 Penalty: 2733.462646
	Iteration 17Q: 3 clusters Score -1089057 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1089217.375000 Penalty: 2733.462646
	Iteration 18Q: 3 clusters Score -1089217 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1089367.250000 Penalty: 2733.462646
	Iteration 19Q: 3 clusters Score -1089367 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1089507.250000 Penalty: 2733.462646
	Iteration 20F: 3 clusters Score -1089507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1089642.250000 Penalty: 2733.462646
	Iteration 21Q: 3 clusters Score -1089642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1089771.875000 Penalty: 2733.462646
	Iteration 22Q: 3 clusters Score -1089772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1089869.375000 Penalty: 2733.462646
	Iteration 23Q: 3 clusters Score -1089869 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1089941.375000 Penalty: 2733.462646
	Iteration 24Q: 3 clusters Score -1089941 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1089996.000000 Penalty: 2733.462646
	Iteration 25Q: 3 clusters Score -1089996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1090049.625000 Penalty: 2733.462646
	Iteration 26Q: 3 clusters Score -1090050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1090094.000000 Penalty: 2733.462646
	Iteration 27Q: 3 clusters Score -1090094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1090133.750000 Penalty: 2733.462646
	Iteration 28Q: 3 clusters Score -1090134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1090167.250000 Penalty: 2733.462646
	Iteration 29Q: 3 clusters Score -1090167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1090196.500000 Penalty: 2733.462646
	Iteration 30Q: 3 clusters Score -1090196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1090214.875000 Penalty: 2733.462646
	Iteration 31Q: 3 clusters Score -1090215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1090231.250000 Penalty: 2733.462646
	Iteration 32Q: 3 clusters Score -1090231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1090250.375000 Penalty: 2733.462646
	Iteration 33Q: 3 clusters Score -1090250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1090272.125000 Penalty: 2733.462646
	Iteration 34Q: 3 clusters Score -1090272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1090287.125000 Penalty: 2733.462646
	Iteration 35Q: 3 clusters Score -1090287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1090301.750000 Penalty: 2733.462646
	Iteration 36Q: 3 clusters Score -1090302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1090310.750000 Penalty: 2733.462646
	Iteration 37Q: 3 clusters Score -1090311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1090317.125000 Penalty: 2733.462646
	Iteration 38Q: 3 clusters Score -1090317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1090325.250000 Penalty: 2733.462646
	Iteration 39Q: 3 clusters Score -1090325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1090329.125000 Penalty: 2733.462646
	Iteration 40F: 3 clusters Score -1090329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1090329.625000 Penalty: 2733.462646
	Iteration 41Q: 3 clusters Score -1090330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1090337.000000 Penalty: 2733.462646
	Iteration 42Q: 3 clusters Score -1090337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1090341.500000 Penalty: 2733.462646
	Iteration 43Q: 3 clusters Score -1090342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1090346.500000 Penalty: 2733.462646
	Iteration 44Q: 3 clusters Score -1090346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1090353.000000 Penalty: 2733.462646
	Iteration 45Q: 3 clusters Score -1090353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1090354.250000 Penalty: 2733.462646
	Iteration 46Q: 3 clusters Score -1090354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1090355.750000 Penalty: 2733.462646
	Iteration 47Q: 3 clusters Score -1090356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1090357.000000 Penalty: 2733.462646
	Iteration 48Q: 3 clusters Score -1090357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1090358.875000 Penalty: 2733.462646
	Iteration 49Q: 3 clusters Score -1090359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1090359.125000 Penalty: 2733.462646
	Iteration 50Q: 3 clusters Score -1090359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1090357.750000 Penalty: 2733.462646
	Iteration 51Q: 3 clusters Score -1090358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1090360.000000 Penalty: 2733.462646
	Iteration 52Q: 3 clusters Score -1090360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1090361.625000 Penalty: 2733.462646
	Iteration 53Q: 3 clusters Score -1090362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1090362.125000 Penalty: 2733.462646
	Iteration 54Q: 3 clusters Score -1090362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1090361.250000 Penalty: 2733.462646
	Iteration 55Q: 3 clusters Score -1090361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1090362.625000 Penalty: 2733.462646
	Iteration 56Q: 3 clusters Score -1090363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1090362.500000 Penalty: 2733.462646
	Iteration 57Q: 3 clusters Score -1090362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1090362.500000 Penalty: 2733.462646
	Iteration 58F: 3 clusters Score -1090362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -3229177.250000 Penalty: 1520.178345
	Iteration 0F: 2 clusters Score -3229177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3211249.500000 Penalty: 3040.356689
	Iteration 0F: 3 clusters Score -3211250 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3218128.750000 Penalty: 3040.356689
	Iteration 1F: 3 clusters Score -3218129 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3219128.000000 Penalty: 3040.356689
	Iteration 2F: 3 clusters Score -3219128 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3220504.500000 Penalty: 3040.356689
	Iteration 3F: 3 clusters Score -3220504 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3222189.500000 Penalty: 3040.356689
	Iteration 4F: 3 clusters Score -3222190 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3223982.250000 Penalty: 3040.356689
	Iteration 5F: 3 clusters Score -3223982 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3225460.750000 Penalty: 3040.356689
	Iteration 6F: 3 clusters Score -3225461 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3226604.250000 Penalty: 3040.356689
	Iteration 7Q: 3 clusters Score -3226604 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3227430.000000 Penalty: 3040.356689
	Iteration 8Q: 3 clusters Score -3227430 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3227902.750000 Penalty: 3040.356689
	Iteration 9Q: 3 clusters Score -3227903 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3228206.000000 Penalty: 3040.356689
	Iteration 10Q: 3 clusters Score -3228206 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3228421.000000 Penalty: 3040.356689
	Iteration 11Q: 3 clusters Score -3228421 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3228555.000000 Penalty: 3040.356689
	Iteration 12Q: 3 clusters Score -3228555 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3228639.000000 Penalty: 3040.356689
	Iteration 13Q: 3 clusters Score -3228639 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3228692.500000 Penalty: 3040.356689
	Iteration 14Q: 3 clusters Score -3228692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3228729.250000 Penalty: 3040.356689
	Iteration 15Q: 3 clusters Score -3228729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3228759.000000 Penalty: 3040.356689
	Iteration 16Q: 3 clusters Score -3228759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3228772.250000 Penalty: 3040.356689
	Iteration 17Q: 3 clusters Score -3228772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3228778.750000 Penalty: 3040.356689
	Iteration 18Q: 3 clusters Score -3228779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3228779.500000 Penalty: 3040.356689
	Iteration 19Q: 3 clusters Score -3228780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3228784.000000 Penalty: 3040.356689
	Iteration 20F: 3 clusters Score -3228784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3228791.000000 Penalty: 3040.356689
	Iteration 21Q: 3 clusters Score -3228791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3228796.250000 Penalty: 3040.356689
	Iteration 22Q: 3 clusters Score -3228796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3228797.500000 Penalty: 3040.356689
	Iteration 23Q: 3 clusters Score -3228798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3228803.000000 Penalty: 3040.356689
	Iteration 24Q: 3 clusters Score -3228803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3228800.500000 Penalty: 3040.356689
	Iteration 25Q: 3 clusters Score -3228800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3228803.250000 Penalty: 3040.356689
	Iteration 26Q: 3 clusters Score -3228803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3228805.750000 Penalty: 3040.356689
	Iteration 27Q: 3 clusters Score -3228806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3228803.750000 Penalty: 3040.356689
	Iteration 28Q: 3 clusters Score -3228804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3228803.750000 Penalty: 3040.356689
	Iteration 29F: 3 clusters Score -3228804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -382191.593750 Penalty: 1224.193726
	Iteration 0F: 2 clusters Score -382191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -379316.250000 Penalty: 2448.387451
	Iteration 0F: 3 clusters Score -379316.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -380150.031250 Penalty: 2448.387451
	Iteration 1F: 3 clusters Score -380150 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -380362.093750 Penalty: 2448.387451
	Iteration 2F: 3 clusters Score -380362.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -380498.906250 Penalty: 2448.387451
	Iteration 3Q: 3 clusters Score -380498.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -380599.437500 Penalty: 2448.387451
	Iteration 4Q: 3 clusters Score -380599.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -380682.625000 Penalty: 2448.387451
	Iteration 5Q: 3 clusters Score -380682.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -380738.687500 Penalty: 2448.387451
	Iteration 6Q: 3 clusters Score -380738.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -380781.343750 Penalty: 2448.387451
	Iteration 7Q: 3 clusters Score -380781.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -380819.750000 Penalty: 2448.387451
	Iteration 8Q: 3 clusters Score -380819.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -380856.281250 Penalty: 2448.387451
	Iteration 9Q: 3 clusters Score -380856.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -380891.531250 Penalty: 2448.387451
	Iteration 10Q: 3 clusters Score -380891.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -380914.906250 Penalty: 2448.387451
	Iteration 11Q: 3 clusters Score -380914.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -380933.500000 Penalty: 2448.387451
	Iteration 12Q: 3 clusters Score -380933.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -380951.906250 Penalty: 2448.387451
	Iteration 13Q: 3 clusters Score -380951.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -380972.718750 Penalty: 2448.387451
	Iteration 14Q: 3 clusters Score -380972.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -380991.093750 Penalty: 2448.387451
	Iteration 15Q: 3 clusters Score -380991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -380999.687500 Penalty: 2448.387451
	Iteration 16Q: 3 clusters Score -380999.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -381007.187500 Penalty: 2448.387451
	Iteration 17Q: 3 clusters Score -381007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -381016.875000 Penalty: 2448.387451
	Iteration 18Q: 3 clusters Score -381016.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -381024.562500 Penalty: 2448.387451
	Iteration 19Q: 3 clusters Score -381024.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -381030.468750 Penalty: 2448.387451
	Iteration 20F: 3 clusters Score -381030.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -381035.593750 Penalty: 2448.387451
	Iteration 21Q: 3 clusters Score -381035.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -381040.156250 Penalty: 2448.387451
	Iteration 22Q: 3 clusters Score -381040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -381043.343750 Penalty: 2448.387451
	Iteration 23Q: 3 clusters Score -381043.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -381046.187500 Penalty: 2448.387451
	Iteration 24Q: 3 clusters Score -381046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -381048.937500 Penalty: 2448.387451
	Iteration 25Q: 3 clusters Score -381048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -381053.250000 Penalty: 2448.387451
	Iteration 26Q: 3 clusters Score -381053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -381054.406250 Penalty: 2448.387451
	Iteration 27Q: 3 clusters Score -381054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -381055.156250 Penalty: 2448.387451
	Iteration 28Q: 3 clusters Score -381055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -381057.031250 Penalty: 2448.387451
	Iteration 29Q: 3 clusters Score -381057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -381057.156250 Penalty: 2448.387451
	Iteration 30Q: 3 clusters Score -381057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -381057.593750 Penalty: 2448.387451
	Iteration 31Q: 3 clusters Score -381057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -381058.062500 Penalty: 2448.387451
	Iteration 32Q: 3 clusters Score -381058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -381059.906250 Penalty: 2448.387451
	Iteration 33Q: 3 clusters Score -381059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -381060.187500 Penalty: 2448.387451
	Iteration 34Q: 3 clusters Score -381060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -381060.343750 Penalty: 2448.387451
	Iteration 35Q: 3 clusters Score -381060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -381061.468750 Penalty: 2448.387451
	Iteration 36Q: 3 clusters Score -381061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -381061.468750 Penalty: 2448.387451
	Iteration 37F: 3 clusters Score -381061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -1842902.875000 Penalty: 1437.048950
	Iteration 0F: 2 clusters Score -1842903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1832568.875000 Penalty: 2874.097900
	Iteration 0F: 3 clusters Score -1832569 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1836243.375000 Penalty: 2874.097900
	Iteration 1F: 3 clusters Score -1836243 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1836644.000000 Penalty: 2874.097900
	Iteration 2F: 3 clusters Score -1836644 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1836967.375000 Penalty: 2874.097900
	Iteration 3F: 3 clusters Score -1836967 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1837225.750000 Penalty: 2874.097900
	Iteration 4Q: 3 clusters Score -1837226 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1837482.125000 Penalty: 2874.097900
	Iteration 5Q: 3 clusters Score -1837482 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1837720.125000 Penalty: 2874.097900
	Iteration 6Q: 3 clusters Score -1837720 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1837977.375000 Penalty: 2874.097900
	Iteration 7Q: 3 clusters Score -1837977 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1838287.625000 Penalty: 2874.097900
	Iteration 8Q: 3 clusters Score -1838288 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1838659.500000 Penalty: 2874.097900
	Iteration 9Q: 3 clusters Score -1838660 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1839083.375000 Penalty: 2874.097900
	Iteration 10Q: 3 clusters Score -1839083 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1839530.500000 Penalty: 2874.097900
	Iteration 11Q: 3 clusters Score -1839530 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1839983.500000 Penalty: 2874.097900
	Iteration 12Q: 3 clusters Score -1839984 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1840415.750000 Penalty: 2874.097900
	Iteration 13Q: 3 clusters Score -1840416 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1840769.500000 Penalty: 2874.097900
	Iteration 14Q: 3 clusters Score -1840770 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1841038.250000 Penalty: 2874.097900
	Iteration 15Q: 3 clusters Score -1841038 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1841219.375000 Penalty: 2874.097900
	Iteration 16Q: 3 clusters Score -1841219 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1841352.000000 Penalty: 2874.097900
	Iteration 17Q: 3 clusters Score -1841352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1841461.375000 Penalty: 2874.097900
	Iteration 18Q: 3 clusters Score -1841461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1841545.000000 Penalty: 2874.097900
	Iteration 19Q: 3 clusters Score -1841545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1841611.750000 Penalty: 2874.097900
	Iteration 20F: 3 clusters Score -1841612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1841665.000000 Penalty: 2874.097900
	Iteration 21Q: 3 clusters Score -1841665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1841693.625000 Penalty: 2874.097900
	Iteration 22Q: 3 clusters Score -1841694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1841717.625000 Penalty: 2874.097900
	Iteration 23Q: 3 clusters Score -1841718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1841746.375000 Penalty: 2874.097900
	Iteration 24Q: 3 clusters Score -1841746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1841758.500000 Penalty: 2874.097900
	Iteration 25Q: 3 clusters Score -1841758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1841763.000000 Penalty: 2874.097900
	Iteration 26Q: 3 clusters Score -1841763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1841766.625000 Penalty: 2874.097900
	Iteration 27Q: 3 clusters Score -1841767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1841770.375000 Penalty: 2874.097900
	Iteration 28Q: 3 clusters Score -1841770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1841778.125000 Penalty: 2874.097900
	Iteration 29Q: 3 clusters Score -1841778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1841783.375000 Penalty: 2874.097900
	Iteration 30Q: 3 clusters Score -1841783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1841786.625000 Penalty: 2874.097900
	Iteration 31Q: 3 clusters Score -1841787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1841788.250000 Penalty: 2874.097900
	Iteration 32Q: 3 clusters Score -1841788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1841789.625000 Penalty: 2874.097900
	Iteration 33Q: 3 clusters Score -1841790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1841789.625000 Penalty: 2874.097900
	Iteration 34F: 3 clusters Score -1841790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17846.921875 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17846.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17879.441406 Penalty: 1548.712402
	Iteration 1Q: 3 clusters Score -17879.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17896.083984 Penalty: 1548.712402
	Iteration 2Q: 3 clusters Score -17896.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17903.816406 Penalty: 1548.712402
	Iteration 3Q: 3 clusters Score -17903.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17903.816406 Penalty: 1548.712402
	Iteration 4F: 3 clusters Score -17903.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -987442.187500 Penalty: 1345.684326
	Iteration 0F: 2 clusters Score -987442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -981590.125000 Penalty: 2691.368652
	Iteration 0F: 3 clusters Score -981590.1 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -983535.687500 Penalty: 2691.368652
	Iteration 1F: 3 clusters Score -983535.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -983794.062500 Penalty: 2691.368652
	Iteration 2F: 3 clusters Score -983794.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -983949.812500 Penalty: 2691.368652
	Iteration 3Q: 3 clusters Score -983949.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -984039.562500 Penalty: 2691.368652
	Iteration 4Q: 3 clusters Score -984039.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -984110.125000 Penalty: 2691.368652
	Iteration 5Q: 3 clusters Score -984110.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -984163.062500 Penalty: 2691.368652
	Iteration 6Q: 3 clusters Score -984163.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -984212.625000 Penalty: 2691.368652
	Iteration 7Q: 3 clusters Score -984212.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -984251.812500 Penalty: 2691.368652
	Iteration 8Q: 3 clusters Score -984251.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -984296.250000 Penalty: 2691.368652
	Iteration 9Q: 3 clusters Score -984296.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -984328.875000 Penalty: 2691.368652
	Iteration 10Q: 3 clusters Score -984328.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -984364.062500 Penalty: 2691.368652
	Iteration 11Q: 3 clusters Score -984364.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -984404.187500 Penalty: 2691.368652
	Iteration 12Q: 3 clusters Score -984404.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -984449.062500 Penalty: 2691.368652
	Iteration 13Q: 3 clusters Score -984449.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -984507.125000 Penalty: 2691.368652
	Iteration 14Q: 3 clusters Score -984507.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -984584.250000 Penalty: 2691.368652
	Iteration 15Q: 3 clusters Score -984584.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -984659.687500 Penalty: 2691.368652
	Iteration 16Q: 3 clusters Score -984659.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -984752.812500 Penalty: 2691.368652
	Iteration 17Q: 3 clusters Score -984752.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -984848.562500 Penalty: 2691.368652
	Iteration 18Q: 3 clusters Score -984848.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -984964.000000 Penalty: 2691.368652
	Iteration 19Q: 3 clusters Score -984964 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -985113.687500 Penalty: 2691.368652
	Iteration 20F: 3 clusters Score -985113.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -985315.187500 Penalty: 2691.368652
	Iteration 21Q: 3 clusters Score -985315.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -985510.062500 Penalty: 2691.368652
	Iteration 22Q: 3 clusters Score -985510.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -985681.125000 Penalty: 2691.368652
	Iteration 23Q: 3 clusters Score -985681.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -985829.062500 Penalty: 2691.368652
	Iteration 24Q: 3 clusters Score -985829.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -985940.375000 Penalty: 2691.368652
	Iteration 25Q: 3 clusters Score -985940.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -986054.750000 Penalty: 2691.368652
	Iteration 26Q: 3 clusters Score -986054.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -986139.687500 Penalty: 2691.368652
	Iteration 27Q: 3 clusters Score -986139.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -986196.000000 Penalty: 2691.368652
	Iteration 28Q: 3 clusters Score -986196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -986233.625000 Penalty: 2691.368652
	Iteration 29Q: 3 clusters Score -986233.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -986257.312500 Penalty: 2691.368652
	Iteration 30Q: 3 clusters Score -986257.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -986285.875000 Penalty: 2691.368652
	Iteration 31Q: 3 clusters Score -986285.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -986313.562500 Penalty: 2691.368652
	Iteration 32Q: 3 clusters Score -986313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -986330.750000 Penalty: 2691.368652
	Iteration 33Q: 3 clusters Score -986330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -986343.875000 Penalty: 2691.368652
	Iteration 34Q: 3 clusters Score -986343.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -986353.375000 Penalty: 2691.368652
	Iteration 35Q: 3 clusters Score -986353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -986360.500000 Penalty: 2691.368652
	Iteration 36Q: 3 clusters Score -986360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -986367.125000 Penalty: 2691.368652
	Iteration 37Q: 3 clusters Score -986367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -986372.625000 Penalty: 2691.368652
	Iteration 38Q: 3 clusters Score -986372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -986379.187500 Penalty: 2691.368652
	Iteration 39Q: 3 clusters Score -986379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -986383.500000 Penalty: 2691.368652
	Iteration 40F: 3 clusters Score -986383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -986388.250000 Penalty: 2691.368652
	Iteration 41Q: 3 clusters Score -986388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -986393.125000 Penalty: 2691.368652
	Iteration 42Q: 3 clusters Score -986393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -986395.250000 Penalty: 2691.368652
	Iteration 43Q: 3 clusters Score -986395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -986398.875000 Penalty: 2691.368652
	Iteration 44Q: 3 clusters Score -986398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -986402.125000 Penalty: 2691.368652
	Iteration 45Q: 3 clusters Score -986402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -986405.687500 Penalty: 2691.368652
	Iteration 46Q: 3 clusters Score -986405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -986407.187500 Penalty: 2691.368652
	Iteration 47Q: 3 clusters Score -986407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -986408.500000 Penalty: 2691.368652
	Iteration 48Q: 3 clusters Score -986408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -986408.500000 Penalty: 2691.368652
	Iteration 49F: 3 clusters Score -986408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -285540.843750 Penalty: 1170.796265
	Iteration 0F: 2 clusters Score -285540.8 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 1312 members 
Entering Unmasked Estep 
Score: -283321.218750 Penalty: 2341.592529
	Iteration 0F: 3 clusters Score -283321.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -283918.875000 Penalty: 2341.592529
	Iteration 1F: 3 clusters Score -283918.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284076.093750 Penalty: 2341.592529
	Iteration 2F: 3 clusters Score -284076.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -284147.281250 Penalty: 2341.592529
	Iteration 3Q: 3 clusters Score -284147.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -284181.875000 Penalty: 2341.592529
	Iteration 4Q: 3 clusters Score -284181.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284208.125000 Penalty: 2341.592529
	Iteration 5Q: 3 clusters Score -284208.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284226.968750 Penalty: 2341.592529
	Iteration 6Q: 3 clusters Score -284227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -284239.062500 Penalty: 2341.592529
	Iteration 7Q: 3 clusters Score -284239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284246.593750 Penalty: 2341.592529
	Iteration 8Q: 3 clusters Score -284246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -284249.468750 Penalty: 2341.592529
	Iteration 9Q: 3 clusters Score -284249.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -284251.875000 Penalty: 2341.592529
	Iteration 10Q: 3 clusters Score -284251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284254.968750 Penalty: 2341.592529
	Iteration 11Q: 3 clusters Score -284255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284257.125000 Penalty: 2341.592529
	Iteration 12Q: 3 clusters Score -284257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284258.687500 Penalty: 2341.592529
	Iteration 13Q: 3 clusters Score -284258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -284263.437500 Penalty: 2341.592529
	Iteration 14Q: 3 clusters Score -284263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284264.375000 Penalty: 2341.592529
	Iteration 15Q: 3 clusters Score -284264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -284265.500000 Penalty: 2341.592529
	Iteration 16Q: 3 clusters Score -284265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -284266.593750 Penalty: 2341.592529
	Iteration 17Q: 3 clusters Score -284266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -284266.593750 Penalty: 2341.592529
	Iteration 18F: 3 clusters Score -284266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -578827.687500 Penalty: 1272.218384
	Iteration 0F: 2 clusters Score -578827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -575064.500000 Penalty: 2544.436768
	Iteration 0F: 3 clusters Score -575064.5 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -576214.875000 Penalty: 2544.436768
	Iteration 1F: 3 clusters Score -576214.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -576429.125000 Penalty: 2544.436768
	Iteration 2F: 3 clusters Score -576429.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -576565.437500 Penalty: 2544.436768
	Iteration 3Q: 3 clusters Score -576565.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -576653.125000 Penalty: 2544.436768
	Iteration 4Q: 3 clusters Score -576653.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -576727.000000 Penalty: 2544.436768
	Iteration 5Q: 3 clusters Score -576727 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -576787.750000 Penalty: 2544.436768
	Iteration 6Q: 3 clusters Score -576787.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -576841.812500 Penalty: 2544.436768
	Iteration 7Q: 3 clusters Score -576841.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -576895.562500 Penalty: 2544.436768
	Iteration 8Q: 3 clusters Score -576895.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -576942.375000 Penalty: 2544.436768
	Iteration 9Q: 3 clusters Score -576942.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -576979.562500 Penalty: 2544.436768
	Iteration 10Q: 3 clusters Score -576979.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -577023.500000 Penalty: 2544.436768
	Iteration 11Q: 3 clusters Score -577023.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -577057.062500 Penalty: 2544.436768
	Iteration 12Q: 3 clusters Score -577057.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -577083.937500 Penalty: 2544.436768
	Iteration 13Q: 3 clusters Score -577083.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -577107.250000 Penalty: 2544.436768
	Iteration 14Q: 3 clusters Score -577107.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -577129.625000 Penalty: 2544.436768
	Iteration 15Q: 3 clusters Score -577129.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -577147.937500 Penalty: 2544.436768
	Iteration 16Q: 3 clusters Score -577147.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -577168.812500 Penalty: 2544.436768
	Iteration 17Q: 3 clusters Score -577168.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -577194.375000 Penalty: 2544.436768
	Iteration 18Q: 3 clusters Score -577194.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -577222.750000 Penalty: 2544.436768
	Iteration 19Q: 3 clusters Score -577222.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -577250.125000 Penalty: 2544.436768
	Iteration 20F: 3 clusters Score -577250.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -577276.125000 Penalty: 2544.436768
	Iteration 21Q: 3 clusters Score -577276.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -577295.312500 Penalty: 2544.436768
	Iteration 22Q: 3 clusters Score -577295.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -577312.250000 Penalty: 2544.436768
	Iteration 23Q: 3 clusters Score -577312.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -577336.812500 Penalty: 2544.436768
	Iteration 24Q: 3 clusters Score -577336.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -577362.000000 Penalty: 2544.436768
	Iteration 25Q: 3 clusters Score -577362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -577385.937500 Penalty: 2544.436768
	Iteration 26Q: 3 clusters Score -577385.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -577420.250000 Penalty: 2544.436768
	Iteration 27Q: 3 clusters Score -577420.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -577463.687500 Penalty: 2544.436768
	Iteration 28Q: 3 clusters Score -577463.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -577501.312500 Penalty: 2544.436768
	Iteration 29Q: 3 clusters Score -577501.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -577531.000000 Penalty: 2544.436768
	Iteration 30Q: 3 clusters Score -577531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -577558.437500 Penalty: 2544.436768
	Iteration 31Q: 3 clusters Score -577558.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -577588.937500 Penalty: 2544.436768
	Iteration 32Q: 3 clusters Score -577588.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -577607.937500 Penalty: 2544.436768
	Iteration 33Q: 3 clusters Score -577607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -577624.250000 Penalty: 2544.436768
	Iteration 34Q: 3 clusters Score -577624.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -577640.500000 Penalty: 2544.436768
	Iteration 35Q: 3 clusters Score -577640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -577654.312500 Penalty: 2544.436768
	Iteration 36Q: 3 clusters Score -577654.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -577666.812500 Penalty: 2544.436768
	Iteration 37Q: 3 clusters Score -577666.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -577683.312500 Penalty: 2544.436768
	Iteration 38Q: 3 clusters Score -577683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -577700.687500 Penalty: 2544.436768
	Iteration 39Q: 3 clusters Score -577700.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -577710.687500 Penalty: 2544.436768
	Iteration 40F: 3 clusters Score -577710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -577716.625000 Penalty: 2544.436768
	Iteration 41Q: 3 clusters Score -577716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -577721.062500 Penalty: 2544.436768
	Iteration 42Q: 3 clusters Score -577721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -577727.062500 Penalty: 2544.436768
	Iteration 43Q: 3 clusters Score -577727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -577732.250000 Penalty: 2544.436768
	Iteration 44Q: 3 clusters Score -577732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -577740.250000 Penalty: 2544.436768
	Iteration 45Q: 3 clusters Score -577740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -577747.875000 Penalty: 2544.436768
	Iteration 46Q: 3 clusters Score -577747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -577750.625000 Penalty: 2544.436768
	Iteration 47Q: 3 clusters Score -577750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -577755.562500 Penalty: 2544.436768
	Iteration 48Q: 3 clusters Score -577755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -577757.812500 Penalty: 2544.436768
	Iteration 49Q: 3 clusters Score -577757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -577762.750000 Penalty: 2544.436768
	Iteration 50Q: 3 clusters Score -577762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -577768.500000 Penalty: 2544.436768
	Iteration 51Q: 3 clusters Score -577768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -577774.812500 Penalty: 2544.436768
	Iteration 52Q: 3 clusters Score -577774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -577777.250000 Penalty: 2544.436768
	Iteration 53Q: 3 clusters Score -577777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -577784.000000 Penalty: 2544.436768
	Iteration 54Q: 3 clusters Score -577784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -577790.750000 Penalty: 2544.436768
	Iteration 55Q: 3 clusters Score -577790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -577797.500000 Penalty: 2544.436768
	Iteration 56Q: 3 clusters Score -577797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -577804.937500 Penalty: 2544.436768
	Iteration 57Q: 3 clusters Score -577804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -577807.750000 Penalty: 2544.436768
	Iteration 58Q: 3 clusters Score -577807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -577813.562500 Penalty: 2544.436768
	Iteration 59Q: 3 clusters Score -577813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -577815.125000 Penalty: 2544.436768
	Iteration 60F: 3 clusters Score -577815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -577819.500000 Penalty: 2544.436768
	Iteration 61Q: 3 clusters Score -577819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -577822.937500 Penalty: 2544.436768
	Iteration 62Q: 3 clusters Score -577822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -577827.500000 Penalty: 2544.436768
	Iteration 63Q: 3 clusters Score -577827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -577827.937500 Penalty: 2544.436768
	Iteration 64Q: 3 clusters Score -577827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -577830.937500 Penalty: 2544.436768
	Iteration 65Q: 3 clusters Score -577830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -577830.937500 Penalty: 2544.436768
	Iteration 66F: 3 clusters Score -577830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Entering Unmasked Estep 
Score: -1237619.250000 Penalty: 1383.512939
	Iteration 0F: 2 clusters Score -1237619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1230270.625000 Penalty: 2767.025879
	Iteration 0F: 3 clusters Score -1230271 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1232733.750000 Penalty: 2767.025879
	Iteration 1F: 3 clusters Score -1232734 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1233081.125000 Penalty: 2767.025879
	Iteration 2F: 3 clusters Score -1233081 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1233316.625000 Penalty: 2767.025879
	Iteration 3F: 3 clusters Score -1233317 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1233514.250000 Penalty: 2767.025879
	Iteration 4Q: 3 clusters Score -1233514 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1233686.000000 Penalty: 2767.025879
	Iteration 5Q: 3 clusters Score -1233686 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1233866.250000 Penalty: 2767.025879
	Iteration 6Q: 3 clusters Score -1233866 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1234072.875000 Penalty: 2767.025879
	Iteration 7Q: 3 clusters Score -1234073 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1234291.000000 Penalty: 2767.025879
	Iteration 8Q: 3 clusters Score -1234291 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1234525.000000 Penalty: 2767.025879
	Iteration 9Q: 3 clusters Score -1234525 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1234769.375000 Penalty: 2767.025879
	Iteration 10Q: 3 clusters Score -1234769 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1235037.500000 Penalty: 2767.025879
	Iteration 11Q: 3 clusters Score -1235038 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1235324.000000 Penalty: 2767.025879
	Iteration 12Q: 3 clusters Score -1235324 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1235609.750000 Penalty: 2767.025879
	Iteration 13Q: 3 clusters Score -1235610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1235824.125000 Penalty: 2767.025879
	Iteration 14Q: 3 clusters Score -1235824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1235997.125000 Penalty: 2767.025879
	Iteration 15Q: 3 clusters Score -1235997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1236100.750000 Penalty: 2767.025879
	Iteration 16Q: 3 clusters Score -1236101 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1236185.000000 Penalty: 2767.025879
	Iteration 17Q: 3 clusters Score -1236185 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1236278.500000 Penalty: 2767.025879
	Iteration 18Q: 3 clusters Score -1236278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1236345.375000 Penalty: 2767.025879
	Iteration 19Q: 3 clusters Score -1236345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1236386.875000 Penalty: 2767.025879
	Iteration 20F: 3 clusters Score -1236387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1236427.375000 Penalty: 2767.025879
	Iteration 21Q: 3 clusters Score -1236427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1236458.875000 Penalty: 2767.025879
	Iteration 22Q: 3 clusters Score -1236459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1236476.875000 Penalty: 2767.025879
	Iteration 23Q: 3 clusters Score -1236477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1236496.500000 Penalty: 2767.025879
	Iteration 24Q: 3 clusters Score -1236496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1236510.625000 Penalty: 2767.025879
	Iteration 25Q: 3 clusters Score -1236511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1236513.625000 Penalty: 2767.025879
	Iteration 26Q: 3 clusters Score -1236514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1236517.000000 Penalty: 2767.025879
	Iteration 27Q: 3 clusters Score -1236517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1236525.375000 Penalty: 2767.025879
	Iteration 28Q: 3 clusters Score -1236525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1236529.375000 Penalty: 2767.025879
	Iteration 29Q: 3 clusters Score -1236529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1236533.625000 Penalty: 2767.025879
	Iteration 30Q: 3 clusters Score -1236534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1236543.875000 Penalty: 2767.025879
	Iteration 31Q: 3 clusters Score -1236544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1236551.375000 Penalty: 2767.025879
	Iteration 32Q: 3 clusters Score -1236551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1236554.375000 Penalty: 2767.025879
	Iteration 33Q: 3 clusters Score -1236554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1236556.625000 Penalty: 2767.025879
	Iteration 34Q: 3 clusters Score -1236557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1236560.875000 Penalty: 2767.025879
	Iteration 35Q: 3 clusters Score -1236561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1236564.500000 Penalty: 2767.025879
	Iteration 36Q: 3 clusters Score -1236564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1236570.000000 Penalty: 2767.025879
	Iteration 37Q: 3 clusters Score -1236570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1236571.250000 Penalty: 2767.025879
	Iteration 38Q: 3 clusters Score -1236571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1236577.500000 Penalty: 2767.025879
	Iteration 39Q: 3 clusters Score -1236578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1236577.250000 Penalty: 2767.025879
	Iteration 40F: 3 clusters Score -1236577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1236578.125000 Penalty: 2767.025879
	Iteration 41Q: 3 clusters Score -1236578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1236578.125000 Penalty: 2767.025879
	Iteration 42F: 3 clusters Score -1236578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41031.210938 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -41031.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41188.617188 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41188.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41231.832031 Penalty: 1826.587646
	Iteration 2Q: 3 clusters Score -41231.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41253.281250 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41253.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41274.144531 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41274.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41276.460938 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41276.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41276.460938 Penalty: 1826.587646
	Iteration 6F: 3 clusters Score -41276.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -200506.843750 Penalty: 1134.978638
	Iteration 0F: 2 clusters Score -200506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198638.984375 Penalty: 2269.957275
	Iteration 0F: 3 clusters Score -198639 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -199171.234375 Penalty: 2269.957275
	Iteration 1F: 3 clusters Score -199171.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199314.968750 Penalty: 2269.957275
	Iteration 2F: 3 clusters Score -199315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -199378.312500 Penalty: 2269.957275
	Iteration 3Q: 3 clusters Score -199378.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -199419.828125 Penalty: 2269.957275
	Iteration 4Q: 3 clusters Score -199419.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -199453.578125 Penalty: 2269.957275
	Iteration 5Q: 3 clusters Score -199453.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -199500.546875 Penalty: 2269.957275
	Iteration 6Q: 3 clusters Score -199500.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -199543.375000 Penalty: 2269.957275
	Iteration 7Q: 3 clusters Score -199543.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199566.843750 Penalty: 2269.957275
	Iteration 8Q: 3 clusters Score -199566.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199589.671875 Penalty: 2269.957275
	Iteration 9Q: 3 clusters Score -199589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199606.484375 Penalty: 2269.957275
	Iteration 10Q: 3 clusters Score -199606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -199617.593750 Penalty: 2269.957275
	Iteration 11Q: 3 clusters Score -199617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199627.093750 Penalty: 2269.957275
	Iteration 12Q: 3 clusters Score -199627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199636.781250 Penalty: 2269.957275
	Iteration 13Q: 3 clusters Score -199636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -199646.734375 Penalty: 2269.957275
	Iteration 14Q: 3 clusters Score -199646.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -199661.296875 Penalty: 2269.957275
	Iteration 15Q: 3 clusters Score -199661.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -199675.875000 Penalty: 2269.957275
	Iteration 16Q: 3 clusters Score -199675.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -199698.921875 Penalty: 2269.957275
	Iteration 17Q: 3 clusters Score -199698.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199716.906250 Penalty: 2269.957275
	Iteration 18Q: 3 clusters Score -199716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -199728.031250 Penalty: 2269.957275
	Iteration 19Q: 3 clusters Score -199728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -199740.078125 Penalty: 2269.957275
	Iteration 20F: 3 clusters Score -199740.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -199753.515625 Penalty: 2269.957275
	Iteration 21Q: 3 clusters Score -199753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -199770.140625 Penalty: 2269.957275
	Iteration 22Q: 3 clusters Score -199770.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -199779.015625 Penalty: 2269.957275
	Iteration 23Q: 3 clusters Score -199779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -199783.468750 Penalty: 2269.957275
	Iteration 24Q: 3 clusters Score -199783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -199793.046875 Penalty: 2269.957275
	Iteration 25Q: 3 clusters Score -199793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199803.093750 Penalty: 2269.957275
	Iteration 26Q: 3 clusters Score -199803.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -199816.703125 Penalty: 2269.957275
	Iteration 27Q: 3 clusters Score -199816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199829.500000 Penalty: 2269.957275
	Iteration 28Q: 3 clusters Score -199829.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -199847.125000 Penalty: 2269.957275
	Iteration 29Q: 3 clusters Score -199847.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -199864.718750 Penalty: 2269.957275
	Iteration 30Q: 3 clusters Score -199864.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -199881.171875 Penalty: 2269.957275
	Iteration 31Q: 3 clusters Score -199881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199898.281250 Penalty: 2269.957275
	Iteration 32Q: 3 clusters Score -199898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199907.156250 Penalty: 2269.957275
	Iteration 33Q: 3 clusters Score -199907.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -199916.593750 Penalty: 2269.957275
	Iteration 34Q: 3 clusters Score -199916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199924.312500 Penalty: 2269.957275
	Iteration 35Q: 3 clusters Score -199924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -199934.234375 Penalty: 2269.957275
	Iteration 36Q: 3 clusters Score -199934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -199939.250000 Penalty: 2269.957275
	Iteration 37Q: 3 clusters Score -199939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -199950.109375 Penalty: 2269.957275
	Iteration 38Q: 3 clusters Score -199950.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -199960.000000 Penalty: 2269.957275
	Iteration 39Q: 3 clusters Score -199960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -199966.343750 Penalty: 2269.957275
	Iteration 40F: 3 clusters Score -199966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199973.687500 Penalty: 2269.957275
	Iteration 41Q: 3 clusters Score -199973.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -199982.843750 Penalty: 2269.957275
	Iteration 42Q: 3 clusters Score -199982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -199994.734375 Penalty: 2269.957275
	Iteration 43Q: 3 clusters Score -199994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -200003.531250 Penalty: 2269.957275
	Iteration 44Q: 3 clusters Score -200003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -200014.109375 Penalty: 2269.957275
	Iteration 45Q: 3 clusters Score -200014.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -200022.421875 Penalty: 2269.957275
	Iteration 46Q: 3 clusters Score -200022.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -200032.750000 Penalty: 2269.957275
	Iteration 47Q: 3 clusters Score -200032.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -200044.296875 Penalty: 2269.957275
	Iteration 48Q: 3 clusters Score -200044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200049.906250 Penalty: 2269.957275
	Iteration 49Q: 3 clusters Score -200049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -200054.406250 Penalty: 2269.957275
	Iteration 50Q: 3 clusters Score -200054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -200057.609375 Penalty: 2269.957275
	Iteration 51Q: 3 clusters Score -200057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -200060.453125 Penalty: 2269.957275
	Iteration 52Q: 3 clusters Score -200060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200063.406250 Penalty: 2269.957275
	Iteration 53Q: 3 clusters Score -200063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200068.656250 Penalty: 2269.957275
	Iteration 54Q: 3 clusters Score -200068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200071.796875 Penalty: 2269.957275
	Iteration 55Q: 3 clusters Score -200071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200078.312500 Penalty: 2269.957275
	Iteration 56Q: 3 clusters Score -200078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200083.750000 Penalty: 2269.957275
	Iteration 57Q: 3 clusters Score -200083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -200088.171875 Penalty: 2269.957275
	Iteration 58Q: 3 clusters Score -200088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -200094.265625 Penalty: 2269.957275
	Iteration 59Q: 3 clusters Score -200094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200100.718750 Penalty: 2269.957275
	Iteration 60F: 3 clusters Score -200100.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200109.640625 Penalty: 2269.957275
	Iteration 61Q: 3 clusters Score -200109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200113.218750 Penalty: 2269.957275
	Iteration 62Q: 3 clusters Score -200113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -200114.843750 Penalty: 2269.957275
	Iteration 63Q: 3 clusters Score -200114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -200117.703125 Penalty: 2269.957275
	Iteration 64Q: 3 clusters Score -200117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -200120.125000 Penalty: 2269.957275
	Iteration 65Q: 3 clusters Score -200120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -200123.437500 Penalty: 2269.957275
	Iteration 66Q: 3 clusters Score -200123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -200126.109375 Penalty: 2269.957275
	Iteration 67Q: 3 clusters Score -200126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -200127.812500 Penalty: 2269.957275
	Iteration 68Q: 3 clusters Score -200127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -200131.265625 Penalty: 2269.957275
	Iteration 69Q: 3 clusters Score -200131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -200134.828125 Penalty: 2269.957275
	Iteration 70Q: 3 clusters Score -200134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -200137.093750 Penalty: 2269.957275
	Iteration 71Q: 3 clusters Score -200137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -200138.375000 Penalty: 2269.957275
	Iteration 72Q: 3 clusters Score -200138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -200139.140625 Penalty: 2269.957275
	Iteration 73Q: 3 clusters Score -200139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -200139.625000 Penalty: 2269.957275
	Iteration 74Q: 3 clusters Score -200139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -200139.625000 Penalty: 2269.957275
	Iteration 75F: 3 clusters Score -200139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Entering Unmasked Estep 
Score: -2292839.750000 Penalty: 1474.573486
	Iteration 0F: 2 clusters Score -2292840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2279517.250000 Penalty: 2949.146973
	Iteration 0F: 3 clusters Score -2279517 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2284282.250000 Penalty: 2949.146973
	Iteration 1F: 3 clusters Score -2284282 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2284659.250000 Penalty: 2949.146973
	Iteration 2F: 3 clusters Score -2284659 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2284949.750000 Penalty: 2949.146973
	Iteration 3Q: 3 clusters Score -2284950 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2285232.000000 Penalty: 2949.146973
	Iteration 4Q: 3 clusters Score -2285232 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2285502.000000 Penalty: 2949.146973
	Iteration 5Q: 3 clusters Score -2285502 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2285783.750000 Penalty: 2949.146973
	Iteration 6Q: 3 clusters Score -2285784 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2286096.250000 Penalty: 2949.146973
	Iteration 7Q: 3 clusters Score -2286096 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2286423.250000 Penalty: 2949.146973
	Iteration 8Q: 3 clusters Score -2286423 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2286806.250000 Penalty: 2949.146973
	Iteration 9Q: 3 clusters Score -2286806 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2287242.750000 Penalty: 2949.146973
	Iteration 10Q: 3 clusters Score -2287243 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2287712.500000 Penalty: 2949.146973
	Iteration 11Q: 3 clusters Score -2287712 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2288124.750000 Penalty: 2949.146973
	Iteration 12Q: 3 clusters Score -2288125 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2288521.500000 Penalty: 2949.146973
	Iteration 13Q: 3 clusters Score -2288522 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2288831.750000 Penalty: 2949.146973
	Iteration 14Q: 3 clusters Score -2288832 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2289057.000000 Penalty: 2949.146973
	Iteration 15Q: 3 clusters Score -2289057 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2289204.000000 Penalty: 2949.146973
	Iteration 16Q: 3 clusters Score -2289204 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2289313.500000 Penalty: 2949.146973
	Iteration 17Q: 3 clusters Score -2289314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2289387.500000 Penalty: 2949.146973
	Iteration 18Q: 3 clusters Score -2289388 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2289448.000000 Penalty: 2949.146973
	Iteration 19Q: 3 clusters Score -2289448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2289511.500000 Penalty: 2949.146973
	Iteration 20F: 3 clusters Score -2289512 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2289578.500000 Penalty: 2949.146973
	Iteration 21Q: 3 clusters Score -2289578 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2289655.250000 Penalty: 2949.146973
	Iteration 22Q: 3 clusters Score -2289655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2289738.250000 Penalty: 2949.146973
	Iteration 23Q: 3 clusters Score -2289738 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2289825.000000 Penalty: 2949.146973
	Iteration 24Q: 3 clusters Score -2289825 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2289906.750000 Penalty: 2949.146973
	Iteration 25Q: 3 clusters Score -2289907 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2289991.750000 Penalty: 2949.146973
	Iteration 26Q: 3 clusters Score -2289992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2290080.000000 Penalty: 2949.146973
	Iteration 27Q: 3 clusters Score -2290080 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2290165.250000 Penalty: 2949.146973
	Iteration 28Q: 3 clusters Score -2290165 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2290238.000000 Penalty: 2949.146973
	Iteration 29Q: 3 clusters Score -2290238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2290332.000000 Penalty: 2949.146973
	Iteration 30Q: 3 clusters Score -2290332 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2290438.500000 Penalty: 2949.146973
	Iteration 31Q: 3 clusters Score -2290438 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2290537.750000 Penalty: 2949.146973
	Iteration 32Q: 3 clusters Score -2290538 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2290632.750000 Penalty: 2949.146973
	Iteration 33Q: 3 clusters Score -2290633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2290724.250000 Penalty: 2949.146973
	Iteration 34Q: 3 clusters Score -2290724 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2290804.750000 Penalty: 2949.146973
	Iteration 35Q: 3 clusters Score -2290805 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2290895.500000 Penalty: 2949.146973
	Iteration 36Q: 3 clusters Score -2290896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2290976.500000 Penalty: 2949.146973
	Iteration 37Q: 3 clusters Score -2290976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2291050.000000 Penalty: 2949.146973
	Iteration 38Q: 3 clusters Score -2291050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2291150.500000 Penalty: 2949.146973
	Iteration 39Q: 3 clusters Score -2291150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2291226.500000 Penalty: 2949.146973
	Iteration 40F: 3 clusters Score -2291226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2291301.250000 Penalty: 2949.146973
	Iteration 41Q: 3 clusters Score -2291301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2291363.250000 Penalty: 2949.146973
	Iteration 42Q: 3 clusters Score -2291363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2291404.250000 Penalty: 2949.146973
	Iteration 43Q: 3 clusters Score -2291404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2291450.500000 Penalty: 2949.146973
	Iteration 44Q: 3 clusters Score -2291450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2291491.000000 Penalty: 2949.146973
	Iteration 45Q: 3 clusters Score -2291491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2291514.250000 Penalty: 2949.146973
	Iteration 46Q: 3 clusters Score -2291514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2291536.250000 Penalty: 2949.146973
	Iteration 47Q: 3 clusters Score -2291536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2291556.000000 Penalty: 2949.146973
	Iteration 48Q: 3 clusters Score -2291556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2291578.750000 Penalty: 2949.146973
	Iteration 49Q: 3 clusters Score -2291579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2291602.250000 Penalty: 2949.146973
	Iteration 50Q: 3 clusters Score -2291602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2291609.000000 Penalty: 2949.146973
	Iteration 51Q: 3 clusters Score -2291609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2291623.750000 Penalty: 2949.146973
	Iteration 52Q: 3 clusters Score -2291624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2291640.500000 Penalty: 2949.146973
	Iteration 53Q: 3 clusters Score -2291640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2291647.500000 Penalty: 2949.146973
	Iteration 54Q: 3 clusters Score -2291648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2291656.250000 Penalty: 2949.146973
	Iteration 55Q: 3 clusters Score -2291656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2291661.750000 Penalty: 2949.146973
	Iteration 56Q: 3 clusters Score -2291662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2291669.250000 Penalty: 2949.146973
	Iteration 57Q: 3 clusters Score -2291669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2291672.750000 Penalty: 2949.146973
	Iteration 58Q: 3 clusters Score -2291673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2291677.250000 Penalty: 2949.146973
	Iteration 59Q: 3 clusters Score -2291677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2291679.000000 Penalty: 2949.146973
	Iteration 60F: 3 clusters Score -2291679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2291676.000000 Penalty: 2949.146973
	Iteration 61Q: 3 clusters Score -2291676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2291681.250000 Penalty: 2949.146973
	Iteration 62Q: 3 clusters Score -2291681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2291681.250000 Penalty: 2949.146973
	Iteration 63F: 3 clusters Score -2291681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -701129.812500 Penalty: 1303.508789
	Iteration 0F: 2 clusters Score -701129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -696663.625000 Penalty: 2607.017578
	Iteration 0F: 3 clusters Score -696663.6 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -698016.187500 Penalty: 2607.017578
	Iteration 1F: 3 clusters Score -698016.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -698244.000000 Penalty: 2607.017578
	Iteration 2F: 3 clusters Score -698244 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -698402.687500 Penalty: 2607.017578
	Iteration 3Q: 3 clusters Score -698402.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -698517.062500 Penalty: 2607.017578
	Iteration 4Q: 3 clusters Score -698517.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -698601.812500 Penalty: 2607.017578
	Iteration 5Q: 3 clusters Score -698601.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -698675.875000 Penalty: 2607.017578
	Iteration 6Q: 3 clusters Score -698675.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -698745.375000 Penalty: 2607.017578
	Iteration 7Q: 3 clusters Score -698745.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -698796.875000 Penalty: 2607.017578
	Iteration 8Q: 3 clusters Score -698796.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -698836.937500 Penalty: 2607.017578
	Iteration 9Q: 3 clusters Score -698836.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -698875.562500 Penalty: 2607.017578
	Iteration 10Q: 3 clusters Score -698875.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -698911.812500 Penalty: 2607.017578
	Iteration 11Q: 3 clusters Score -698911.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -698951.875000 Penalty: 2607.017578
	Iteration 12Q: 3 clusters Score -698951.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -698984.437500 Penalty: 2607.017578
	Iteration 13Q: 3 clusters Score -698984.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -699026.500000 Penalty: 2607.017578
	Iteration 14Q: 3 clusters Score -699026.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -699064.687500 Penalty: 2607.017578
	Iteration 15Q: 3 clusters Score -699064.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -699109.500000 Penalty: 2607.017578
	Iteration 16Q: 3 clusters Score -699109.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -699147.437500 Penalty: 2607.017578
	Iteration 17Q: 3 clusters Score -699147.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -699185.625000 Penalty: 2607.017578
	Iteration 18Q: 3 clusters Score -699185.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -699216.062500 Penalty: 2607.017578
	Iteration 19Q: 3 clusters Score -699216.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -699245.937500 Penalty: 2607.017578
	Iteration 20F: 3 clusters Score -699245.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -699277.187500 Penalty: 2607.017578
	Iteration 21Q: 3 clusters Score -699277.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -699313.250000 Penalty: 2607.017578
	Iteration 22Q: 3 clusters Score -699313.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -699345.687500 Penalty: 2607.017578
	Iteration 23Q: 3 clusters Score -699345.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -699379.500000 Penalty: 2607.017578
	Iteration 24Q: 3 clusters Score -699379.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -699408.375000 Penalty: 2607.017578
	Iteration 25Q: 3 clusters Score -699408.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -699438.937500 Penalty: 2607.017578
	Iteration 26Q: 3 clusters Score -699438.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -699468.375000 Penalty: 2607.017578
	Iteration 27Q: 3 clusters Score -699468.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -699496.437500 Penalty: 2607.017578
	Iteration 28Q: 3 clusters Score -699496.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -699519.875000 Penalty: 2607.017578
	Iteration 29Q: 3 clusters Score -699519.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -699540.875000 Penalty: 2607.017578
	Iteration 30Q: 3 clusters Score -699540.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -699565.625000 Penalty: 2607.017578
	Iteration 31Q: 3 clusters Score -699565.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -699595.125000 Penalty: 2607.017578
	Iteration 32Q: 3 clusters Score -699595.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -699624.937500 Penalty: 2607.017578
	Iteration 33Q: 3 clusters Score -699624.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -699657.437500 Penalty: 2607.017578
	Iteration 34Q: 3 clusters Score -699657.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -699688.187500 Penalty: 2607.017578
	Iteration 35Q: 3 clusters Score -699688.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -699707.687500 Penalty: 2607.017578
	Iteration 36Q: 3 clusters Score -699707.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -699734.375000 Penalty: 2607.017578
	Iteration 37Q: 3 clusters Score -699734.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -699764.187500 Penalty: 2607.017578
	Iteration 38Q: 3 clusters Score -699764.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -699799.437500 Penalty: 2607.017578
	Iteration 39Q: 3 clusters Score -699799.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -699832.312500 Penalty: 2607.017578
	Iteration 40F: 3 clusters Score -699832.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -699861.312500 Penalty: 2607.017578
	Iteration 41Q: 3 clusters Score -699861.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -699881.562500 Penalty: 2607.017578
	Iteration 42Q: 3 clusters Score -699881.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -699902.562500 Penalty: 2607.017578
	Iteration 43Q: 3 clusters Score -699902.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -699925.625000 Penalty: 2607.017578
	Iteration 44Q: 3 clusters Score -699925.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -699939.125000 Penalty: 2607.017578
	Iteration 45Q: 3 clusters Score -699939.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -699947.750000 Penalty: 2607.017578
	Iteration 46Q: 3 clusters Score -699947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -699956.375000 Penalty: 2607.017578
	Iteration 47Q: 3 clusters Score -699956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -699961.250000 Penalty: 2607.017578
	Iteration 48Q: 3 clusters Score -699961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -699964.312500 Penalty: 2607.017578
	Iteration 49Q: 3 clusters Score -699964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -699966.250000 Penalty: 2607.017578
	Iteration 50Q: 3 clusters Score -699966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -699969.437500 Penalty: 2607.017578
	Iteration 51Q: 3 clusters Score -699969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -699972.500000 Penalty: 2607.017578
	Iteration 52Q: 3 clusters Score -699972.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -699979.625000 Penalty: 2607.017578
	Iteration 53Q: 3 clusters Score -699979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -699982.437500 Penalty: 2607.017578
	Iteration 54Q: 3 clusters Score -699982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -699987.875000 Penalty: 2607.017578
	Iteration 55Q: 3 clusters Score -699987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -699992.187500 Penalty: 2607.017578
	Iteration 56Q: 3 clusters Score -699992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -699996.312500 Penalty: 2607.017578
	Iteration 57Q: 3 clusters Score -699996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -699999.625000 Penalty: 2607.017578
	Iteration 58Q: 3 clusters Score -699999.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -700005.062500 Penalty: 2607.017578
	Iteration 59Q: 3 clusters Score -700005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -700006.750000 Penalty: 2607.017578
	Iteration 60F: 3 clusters Score -700006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -700006.437500 Penalty: 2607.017578
	Iteration 61Q: 3 clusters Score -700006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -700007.750000 Penalty: 2607.017578
	Iteration 62Q: 3 clusters Score -700007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -700007.875000 Penalty: 2607.017578
	Iteration 63Q: 3 clusters Score -700007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -700007.812500 Penalty: 2607.017578
	Iteration 64Q: 3 clusters Score -700007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -700008.375000 Penalty: 2607.017578
	Iteration 65Q: 3 clusters Score -700008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -700008.375000 Penalty: 2607.017578
	Iteration 66F: 3 clusters Score -700008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -1428476.000000 Penalty: 1401.290283
	Iteration 0F: 2 clusters Score -1428476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1420296.250000 Penalty: 2802.580566
	Iteration 0F: 3 clusters Score -1420296 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1423096.125000 Penalty: 2802.580566
	Iteration 1F: 3 clusters Score -1423096 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1423440.125000 Penalty: 2802.580566
	Iteration 2F: 3 clusters Score -1423440 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1423722.875000 Penalty: 2802.580566
	Iteration 3F: 3 clusters Score -1423723 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1424005.500000 Penalty: 2802.580566
	Iteration 4Q: 3 clusters Score -1424006 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1424310.125000 Penalty: 2802.580566
	Iteration 5Q: 3 clusters Score -1424310 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1424599.250000 Penalty: 2802.580566
	Iteration 6Q: 3 clusters Score -1424599 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1424893.625000 Penalty: 2802.580566
	Iteration 7Q: 3 clusters Score -1424894 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1425192.125000 Penalty: 2802.580566
	Iteration 8Q: 3 clusters Score -1425192 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1425529.500000 Penalty: 2802.580566
	Iteration 9Q: 3 clusters Score -1425530 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1425873.750000 Penalty: 2802.580566
	Iteration 10Q: 3 clusters Score -1425874 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1426224.125000 Penalty: 2802.580566
	Iteration 11Q: 3 clusters Score -1426224 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1426523.625000 Penalty: 2802.580566
	Iteration 12Q: 3 clusters Score -1426524 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1426771.000000 Penalty: 2802.580566
	Iteration 13Q: 3 clusters Score -1426771 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1426967.500000 Penalty: 2802.580566
	Iteration 14Q: 3 clusters Score -1426968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1427100.875000 Penalty: 2802.580566
	Iteration 15Q: 3 clusters Score -1427101 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1427188.250000 Penalty: 2802.580566
	Iteration 16Q: 3 clusters Score -1427188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1427246.750000 Penalty: 2802.580566
	Iteration 17Q: 3 clusters Score -1427247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1427275.125000 Penalty: 2802.580566
	Iteration 18Q: 3 clusters Score -1427275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1427305.000000 Penalty: 2802.580566
	Iteration 19Q: 3 clusters Score -1427305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1427335.125000 Penalty: 2802.580566
	Iteration 20F: 3 clusters Score -1427335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1427358.875000 Penalty: 2802.580566
	Iteration 21Q: 3 clusters Score -1427359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1427373.500000 Penalty: 2802.580566
	Iteration 22Q: 3 clusters Score -1427374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1427384.625000 Penalty: 2802.580566
	Iteration 23Q: 3 clusters Score -1427385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1427397.875000 Penalty: 2802.580566
	Iteration 24Q: 3 clusters Score -1427398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1427417.500000 Penalty: 2802.580566
	Iteration 25Q: 3 clusters Score -1427418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1427431.875000 Penalty: 2802.580566
	Iteration 26Q: 3 clusters Score -1427432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1427454.250000 Penalty: 2802.580566
	Iteration 27Q: 3 clusters Score -1427454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1427476.625000 Penalty: 2802.580566
	Iteration 28Q: 3 clusters Score -1427477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1427495.500000 Penalty: 2802.580566
	Iteration 29Q: 3 clusters Score -1427496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1427511.000000 Penalty: 2802.580566
	Iteration 30Q: 3 clusters Score -1427511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1427521.375000 Penalty: 2802.580566
	Iteration 31Q: 3 clusters Score -1427521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1427527.125000 Penalty: 2802.580566
	Iteration 32Q: 3 clusters Score -1427527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1427531.625000 Penalty: 2802.580566
	Iteration 33Q: 3 clusters Score -1427532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1427539.625000 Penalty: 2802.580566
	Iteration 34Q: 3 clusters Score -1427540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1427540.125000 Penalty: 2802.580566
	Iteration 35Q: 3 clusters Score -1427540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1427548.375000 Penalty: 2802.580566
	Iteration 36Q: 3 clusters Score -1427548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1427549.875000 Penalty: 2802.580566
	Iteration 37Q: 3 clusters Score -1427550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1427552.250000 Penalty: 2802.580566
	Iteration 38Q: 3 clusters Score -1427552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1427563.875000 Penalty: 2802.580566
	Iteration 39Q: 3 clusters Score -1427564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1427567.125000 Penalty: 2802.580566
	Iteration 40F: 3 clusters Score -1427567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1427570.625000 Penalty: 2802.580566
	Iteration 41Q: 3 clusters Score -1427571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1427571.500000 Penalty: 2802.580566
	Iteration 42Q: 3 clusters Score -1427572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1427574.000000 Penalty: 2802.580566
	Iteration 43Q: 3 clusters Score -1427574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1427576.500000 Penalty: 2802.580566
	Iteration 44Q: 3 clusters Score -1427576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1427576.625000 Penalty: 2802.580566
	Iteration 45Q: 3 clusters Score -1427577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1427575.750000 Penalty: 2802.580566
	Iteration 46Q: 3 clusters Score -1427576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1427576.375000 Penalty: 2802.580566
	Iteration 47Q: 3 clusters Score -1427576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1427576.625000 Penalty: 2802.580566
	Iteration 48Q: 3 clusters Score -1427577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1427576.625000 Penalty: 2802.580566
	Iteration 49F: 3 clusters Score -1427577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -17752.619141 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -17752.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17085.621094 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -17085.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17221.183594 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -17221.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17311.242188 Penalty: 1684.261841
	Iteration 2F: 3 clusters Score -17311.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17354.751953 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -17354.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17381.615234 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -17381.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17396.076172 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -17396.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17406.517578 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -17406.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17406.517578 Penalty: 1684.261841
	Iteration 7F: 3 clusters Score -17406.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Entering Unmasked Estep 
Score: -3491049.750000 Penalty: 1540.255859
	Iteration 0F: 2 clusters Score -3491050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3470699.000000 Penalty: 3080.511719
	Iteration 0F: 3 clusters Score -3470699 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3478481.500000 Penalty: 3080.511719
	Iteration 1F: 3 clusters Score -3478482 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3479103.500000 Penalty: 3080.511719
	Iteration 2F: 3 clusters Score -3479104 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3479780.500000 Penalty: 3080.511719
	Iteration 3Q: 3 clusters Score -3479780 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3480768.250000 Penalty: 3080.511719
	Iteration 4F: 3 clusters Score -3480768 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3482038.250000 Penalty: 3080.511719
	Iteration 5F: 3 clusters Score -3482038 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3483648.500000 Penalty: 3080.511719
	Iteration 6F: 3 clusters Score -3483648 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3485390.500000 Penalty: 3080.511719
	Iteration 7F: 3 clusters Score -3485390 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3486839.250000 Penalty: 3080.511719
	Iteration 8F: 3 clusters Score -3486839 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3487824.250000 Penalty: 3080.511719
	Iteration 9Q: 3 clusters Score -3487824 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3488424.750000 Penalty: 3080.511719
	Iteration 10Q: 3 clusters Score -3488425 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3488849.750000 Penalty: 3080.511719
	Iteration 11Q: 3 clusters Score -3488850 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3489170.250000 Penalty: 3080.511719
	Iteration 12Q: 3 clusters Score -3489170 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3489376.250000 Penalty: 3080.511719
	Iteration 13Q: 3 clusters Score -3489376 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3489495.500000 Penalty: 3080.511719
	Iteration 14Q: 3 clusters Score -3489496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3489576.250000 Penalty: 3080.511719
	Iteration 15Q: 3 clusters Score -3489576 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3489651.000000 Penalty: 3080.511719
	Iteration 16Q: 3 clusters Score -3489651 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3489709.000000 Penalty: 3080.511719
	Iteration 17Q: 3 clusters Score -3489709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3489751.500000 Penalty: 3080.511719
	Iteration 18Q: 3 clusters Score -3489752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3489804.750000 Penalty: 3080.511719
	Iteration 19Q: 3 clusters Score -3489805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3489833.500000 Penalty: 3080.511719
	Iteration 20F: 3 clusters Score -3489834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3489857.250000 Penalty: 3080.511719
	Iteration 21Q: 3 clusters Score -3489857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3489879.500000 Penalty: 3080.511719
	Iteration 22Q: 3 clusters Score -3489880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3489889.750000 Penalty: 3080.511719
	Iteration 23Q: 3 clusters Score -3489890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3489901.500000 Penalty: 3080.511719
	Iteration 24Q: 3 clusters Score -3489902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3489906.500000 Penalty: 3080.511719
	Iteration 25Q: 3 clusters Score -3489906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3489917.250000 Penalty: 3080.511719
	Iteration 26Q: 3 clusters Score -3489917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3489928.000000 Penalty: 3080.511719
	Iteration 27Q: 3 clusters Score -3489928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3489930.750000 Penalty: 3080.511719
	Iteration 28Q: 3 clusters Score -3489931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3489931.750000 Penalty: 3080.511719
	Iteration 29Q: 3 clusters Score -3489932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3489940.750000 Penalty: 3080.511719
	Iteration 30Q: 3 clusters Score -3489941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3489941.750000 Penalty: 3080.511719
	Iteration 31Q: 3 clusters Score -3489942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3489944.750000 Penalty: 3080.511719
	Iteration 32Q: 3 clusters Score -3489945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3489945.500000 Penalty: 3080.511719
	Iteration 33Q: 3 clusters Score -3489946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3489946.750000 Penalty: 3080.511719
	Iteration 34Q: 3 clusters Score -3489947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3489941.250000 Penalty: 3080.511719
	Iteration 35Q: 3 clusters Score -3489941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3489945.250000 Penalty: 3080.511719
	Iteration 36Q: 3 clusters Score -3489945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3489958.250000 Penalty: 3080.511719
	Iteration 37Q: 3 clusters Score -3489958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3489960.250000 Penalty: 3080.511719
	Iteration 38Q: 3 clusters Score -3489960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3489966.000000 Penalty: 3080.511719
	Iteration 39Q: 3 clusters Score -3489966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3489978.000000 Penalty: 3080.511719
	Iteration 40F: 3 clusters Score -3489978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3489980.250000 Penalty: 3080.511719
	Iteration 41Q: 3 clusters Score -3489980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3489979.500000 Penalty: 3080.511719
	Iteration 42Q: 3 clusters Score -3489980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3489982.500000 Penalty: 3080.511719
	Iteration 43Q: 3 clusters Score -3489982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3489984.000000 Penalty: 3080.511719
	Iteration 44Q: 3 clusters Score -3489984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3489981.750000 Penalty: 3080.511719
	Iteration 45Q: 3 clusters Score -3489982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3489986.250000 Penalty: 3080.511719
	Iteration 46Q: 3 clusters Score -3489986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3489984.750000 Penalty: 3080.511719
	Iteration 47Q: 3 clusters Score -3489985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3489985.750000 Penalty: 3080.511719
	Iteration 48Q: 3 clusters Score -3489986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3489985.750000 Penalty: 3080.511719
	Iteration 49F: 3 clusters Score -3489986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (27014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Entering Unmasked Estep 
Score: -3162818.250000 Penalty: 1518.371582
	Iteration 0F: 2 clusters Score -3162818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3145173.000000 Penalty: 3036.743164
	Iteration 0F: 3 clusters Score -3145173 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3151591.250000 Penalty: 3036.743164
	Iteration 1F: 3 clusters Score -3151591 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3152090.250000 Penalty: 3036.743164
	Iteration 2F: 3 clusters Score -3152090 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3152511.500000 Penalty: 3036.743164
	Iteration 3Q: 3 clusters Score -3152512 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3152870.500000 Penalty: 3036.743164
	Iteration 4Q: 3 clusters Score -3152870 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3153272.000000 Penalty: 3036.743164
	Iteration 5Q: 3 clusters Score -3153272 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3153762.000000 Penalty: 3036.743164
	Iteration 6Q: 3 clusters Score -3153762 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3154339.250000 Penalty: 3036.743164
	Iteration 7Q: 3 clusters Score -3154339 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3155131.500000 Penalty: 3036.743164
	Iteration 8F: 3 clusters Score -3155132 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3156198.500000 Penalty: 3036.743164
	Iteration 9F: 3 clusters Score -3156198 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3157400.250000 Penalty: 3036.743164
	Iteration 10F: 3 clusters Score -3157400 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3158586.750000 Penalty: 3036.743164
	Iteration 11F: 3 clusters Score -3158587 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3159622.750000 Penalty: 3036.743164
	Iteration 12Q: 3 clusters Score -3159623 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3160294.250000 Penalty: 3036.743164
	Iteration 13Q: 3 clusters Score -3160294 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3160755.750000 Penalty: 3036.743164
	Iteration 14Q: 3 clusters Score -3160756 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3161050.250000 Penalty: 3036.743164
	Iteration 15Q: 3 clusters Score -3161050 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3161242.250000 Penalty: 3036.743164
	Iteration 16Q: 3 clusters Score -3161242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3161364.750000 Penalty: 3036.743164
	Iteration 17Q: 3 clusters Score -3161365 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3161431.500000 Penalty: 3036.743164
	Iteration 18Q: 3 clusters Score -3161432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3161470.500000 Penalty: 3036.743164
	Iteration 19Q: 3 clusters Score -3161470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3161500.250000 Penalty: 3036.743164
	Iteration 20F: 3 clusters Score -3161500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3161532.250000 Penalty: 3036.743164
	Iteration 21Q: 3 clusters Score -3161532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3161542.250000 Penalty: 3036.743164
	Iteration 22Q: 3 clusters Score -3161542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3161553.000000 Penalty: 3036.743164
	Iteration 23Q: 3 clusters Score -3161553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3161557.750000 Penalty: 3036.743164
	Iteration 24Q: 3 clusters Score -3161558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3161564.000000 Penalty: 3036.743164
	Iteration 25Q: 3 clusters Score -3161564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3161565.000000 Penalty: 3036.743164
	Iteration 26Q: 3 clusters Score -3161565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3161567.750000 Penalty: 3036.743164
	Iteration 27Q: 3 clusters Score -3161568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3161567.500000 Penalty: 3036.743164
	Iteration 28Q: 3 clusters Score -3161568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3161567.500000 Penalty: 3036.743164
	Iteration 29Q: 3 clusters Score -3161568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3161570.500000 Penalty: 3036.743164
	Iteration 30Q: 3 clusters Score -3161570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3161575.000000 Penalty: 3036.743164
	Iteration 31Q: 3 clusters Score -3161575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3161572.500000 Penalty: 3036.743164
	Iteration 32Q: 3 clusters Score -3161572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3161572.500000 Penalty: 3036.743164
	Iteration 33F: 3 clusters Score -3161572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (67130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Entering Unmasked Estep 
Score: -7871527.500000 Penalty: 1653.820801
	Iteration 0F: 2 clusters Score -7871528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7828007.500000 Penalty: 3307.641602
	Iteration 0F: 3 clusters Score -7828008 nChanged 31143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -7845431.500000 Penalty: 3307.641602
	Iteration 1F: 3 clusters Score -7845432 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -7846110.500000 Penalty: 3307.641602
	Iteration 2Q: 3 clusters Score -7846110 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -7846759.000000 Penalty: 3307.641602
	Iteration 3Q: 3 clusters Score -7846759 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -7847330.500000 Penalty: 3307.641602
	Iteration 4Q: 3 clusters Score -7847330 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -7848010.000000 Penalty: 3307.641602
	Iteration 5Q: 3 clusters Score -7848010 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7848779.000000 Penalty: 3307.641602
	Iteration 6Q: 3 clusters Score -7848779 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7849790.000000 Penalty: 3307.641602
	Iteration 7Q: 3 clusters Score -7849790 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -7851082.500000 Penalty: 3307.641602
	Iteration 8Q: 3 clusters Score -7851082 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -7852845.500000 Penalty: 3307.641602
	Iteration 9F: 3 clusters Score -7852846 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -7855152.500000 Penalty: 3307.641602
	Iteration 10F: 3 clusters Score -7855152 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -7857830.500000 Penalty: 3307.641602
	Iteration 11F: 3 clusters Score -7857830 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -7860555.500000 Penalty: 3307.641602
	Iteration 12F: 3 clusters Score -7860556 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -7863085.000000 Penalty: 3307.641602
	Iteration 13Q: 3 clusters Score -7863085 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -7865086.500000 Penalty: 3307.641602
	Iteration 14Q: 3 clusters Score -7865086 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7866421.000000 Penalty: 3307.641602
	Iteration 15Q: 3 clusters Score -7866421 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7867352.000000 Penalty: 3307.641602
	Iteration 16Q: 3 clusters Score -7867352 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7868022.500000 Penalty: 3307.641602
	Iteration 17Q: 3 clusters Score -7868022 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7868518.000000 Penalty: 3307.641602
	Iteration 18Q: 3 clusters Score -7868518 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7868949.000000 Penalty: 3307.641602
	Iteration 19Q: 3 clusters Score -7868949 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7869240.000000 Penalty: 3307.641602
	Iteration 20F: 3 clusters Score -7869240 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7869458.500000 Penalty: 3307.641602
	Iteration 21Q: 3 clusters Score -7869458 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7869634.500000 Penalty: 3307.641602
	Iteration 22Q: 3 clusters Score -7869634 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7869801.500000 Penalty: 3307.641602
	Iteration 23Q: 3 clusters Score -7869802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7869899.000000 Penalty: 3307.641602
	Iteration 24Q: 3 clusters Score -7869899 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7869964.500000 Penalty: 3307.641602
	Iteration 25Q: 3 clusters Score -7869964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7870007.000000 Penalty: 3307.641602
	Iteration 26Q: 3 clusters Score -7870007 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7870045.500000 Penalty: 3307.641602
	Iteration 27Q: 3 clusters Score -7870046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7870086.500000 Penalty: 3307.641602
	Iteration 28Q: 3 clusters Score -7870086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7870122.000000 Penalty: 3307.641602
	Iteration 29Q: 3 clusters Score -7870122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7870158.000000 Penalty: 3307.641602
	Iteration 30Q: 3 clusters Score -7870158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7870177.000000 Penalty: 3307.641602
	Iteration 31Q: 3 clusters Score -7870177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7870199.000000 Penalty: 3307.641602
	Iteration 32Q: 3 clusters Score -7870199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7870210.000000 Penalty: 3307.641602
	Iteration 33Q: 3 clusters Score -7870210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7870219.500000 Penalty: 3307.641602
	Iteration 34Q: 3 clusters Score -7870220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7870220.000000 Penalty: 3307.641602
	Iteration 35Q: 3 clusters Score -7870220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7870231.000000 Penalty: 3307.641602
	Iteration 36Q: 3 clusters Score -7870231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7870238.000000 Penalty: 3307.641602
	Iteration 37Q: 3 clusters Score -7870238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7870243.000000 Penalty: 3307.641602
	Iteration 38Q: 3 clusters Score -7870243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7870243.500000 Penalty: 3307.641602
	Iteration 39Q: 3 clusters Score -7870244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7870254.000000 Penalty: 3307.641602
	Iteration 40F: 3 clusters Score -7870254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7870259.000000 Penalty: 3307.641602
	Iteration 41Q: 3 clusters Score -7870259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7870264.000000 Penalty: 3307.641602
	Iteration 42Q: 3 clusters Score -7870264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7870267.500000 Penalty: 3307.641602
	Iteration 43Q: 3 clusters Score -7870268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7870272.000000 Penalty: 3307.641602
	Iteration 44Q: 3 clusters Score -7870272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7870270.000000 Penalty: 3307.641602
	Iteration 45Q: 3 clusters Score -7870270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7870269.500000 Penalty: 3307.641602
	Iteration 46Q: 3 clusters Score -7870270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7870273.500000 Penalty: 3307.641602
	Iteration 47Q: 3 clusters Score -7870274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7870277.500000 Penalty: 3307.641602
	Iteration 48Q: 3 clusters Score -7870278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7870277.500000 Penalty: 3307.641602
	Iteration 49F: 3 clusters Score -7870278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -453027.187500 Penalty: 1236.955200
	Iteration 0F: 2 clusters Score -453027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -449899.187500 Penalty: 2473.910400
	Iteration 0F: 3 clusters Score -449899.2 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -450787.750000 Penalty: 2473.910400
	Iteration 1F: 3 clusters Score -450787.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -450996.218750 Penalty: 2473.910400
	Iteration 2F: 3 clusters Score -450996.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -451108.968750 Penalty: 2473.910400
	Iteration 3F: 3 clusters Score -451109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -451181.156250 Penalty: 2473.910400
	Iteration 4Q: 3 clusters Score -451181.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -451233.437500 Penalty: 2473.910400
	Iteration 5Q: 3 clusters Score -451233.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -451278.062500 Penalty: 2473.910400
	Iteration 6Q: 3 clusters Score -451278.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -451315.000000 Penalty: 2473.910400
	Iteration 7Q: 3 clusters Score -451315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -451344.812500 Penalty: 2473.910400
	Iteration 8Q: 3 clusters Score -451344.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -451361.718750 Penalty: 2473.910400
	Iteration 9Q: 3 clusters Score -451361.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -451372.562500 Penalty: 2473.910400
	Iteration 10Q: 3 clusters Score -451372.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -451380.218750 Penalty: 2473.910400
	Iteration 11Q: 3 clusters Score -451380.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -451386.062500 Penalty: 2473.910400
	Iteration 12Q: 3 clusters Score -451386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -451389.875000 Penalty: 2473.910400
	Iteration 13Q: 3 clusters Score -451389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -451394.093750 Penalty: 2473.910400
	Iteration 14Q: 3 clusters Score -451394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -451395.968750 Penalty: 2473.910400
	Iteration 15Q: 3 clusters Score -451396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -451398.875000 Penalty: 2473.910400
	Iteration 16Q: 3 clusters Score -451398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -451400.000000 Penalty: 2473.910400
	Iteration 17Q: 3 clusters Score -451400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -451400.968750 Penalty: 2473.910400
	Iteration 18Q: 3 clusters Score -451401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -451402.156250 Penalty: 2473.910400
	Iteration 19Q: 3 clusters Score -451402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -451403.968750 Penalty: 2473.910400
	Iteration 20F: 3 clusters Score -451404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -451403.687500 Penalty: 2473.910400
	Iteration 21Q: 3 clusters Score -451403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -451404.406250 Penalty: 2473.910400
	Iteration 22Q: 3 clusters Score -451404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -451404.625000 Penalty: 2473.910400
	Iteration 23Q: 3 clusters Score -451404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -451405.812500 Penalty: 2473.910400
	Iteration 24Q: 3 clusters Score -451405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -451406.687500 Penalty: 2473.910400
	Iteration 25Q: 3 clusters Score -451406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -451407.406250 Penalty: 2473.910400
	Iteration 26Q: 3 clusters Score -451407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -451408.593750 Penalty: 2473.910400
	Iteration 27Q: 3 clusters Score -451408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -451408.843750 Penalty: 2473.910400
	Iteration 28Q: 3 clusters Score -451408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -451409.218750 Penalty: 2473.910400
	Iteration 29Q: 3 clusters Score -451409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -451411.843750 Penalty: 2473.910400
	Iteration 30Q: 3 clusters Score -451411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -451413.875000 Penalty: 2473.910400
	Iteration 31Q: 3 clusters Score -451413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -451416.437500 Penalty: 2473.910400
	Iteration 32Q: 3 clusters Score -451416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -451418.781250 Penalty: 2473.910400
	Iteration 33Q: 3 clusters Score -451418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -451422.468750 Penalty: 2473.910400
	Iteration 34Q: 3 clusters Score -451422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -451422.812500 Penalty: 2473.910400
	Iteration 35Q: 3 clusters Score -451422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -451422.625000 Penalty: 2473.910400
	Iteration 36Q: 3 clusters Score -451422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -451422.625000 Penalty: 2473.910400
	Iteration 37F: 3 clusters Score -451422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Entering Unmasked Estep 
Score: -927702.812500 Penalty: 1335.366699
	Iteration 0F: 2 clusters Score -927702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -922267.437500 Penalty: 2670.733398
	Iteration 0F: 3 clusters Score -922267.4 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -924036.500000 Penalty: 2670.733398
	Iteration 1F: 3 clusters Score -924036.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -924323.000000 Penalty: 2670.733398
	Iteration 2F: 3 clusters Score -924323 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -924507.312500 Penalty: 2670.733398
	Iteration 3Q: 3 clusters Score -924507.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -924632.750000 Penalty: 2670.733398
	Iteration 4Q: 3 clusters Score -924632.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -924728.000000 Penalty: 2670.733398
	Iteration 5Q: 3 clusters Score -924728 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -924821.000000 Penalty: 2670.733398
	Iteration 6Q: 3 clusters Score -924821 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -924893.625000 Penalty: 2670.733398
	Iteration 7Q: 3 clusters Score -924893.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -924955.312500 Penalty: 2670.733398
	Iteration 8Q: 3 clusters Score -924955.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -925008.250000 Penalty: 2670.733398
	Iteration 9Q: 3 clusters Score -925008.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -925050.625000 Penalty: 2670.733398
	Iteration 10Q: 3 clusters Score -925050.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -925084.687500 Penalty: 2670.733398
	Iteration 11Q: 3 clusters Score -925084.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -925118.437500 Penalty: 2670.733398
	Iteration 12Q: 3 clusters Score -925118.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -925158.125000 Penalty: 2670.733398
	Iteration 13Q: 3 clusters Score -925158.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -925187.750000 Penalty: 2670.733398
	Iteration 14Q: 3 clusters Score -925187.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -925215.875000 Penalty: 2670.733398
	Iteration 15Q: 3 clusters Score -925215.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -925243.937500 Penalty: 2670.733398
	Iteration 16Q: 3 clusters Score -925243.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -925266.937500 Penalty: 2670.733398
	Iteration 17Q: 3 clusters Score -925266.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -925291.562500 Penalty: 2670.733398
	Iteration 18Q: 3 clusters Score -925291.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -925313.937500 Penalty: 2670.733398
	Iteration 19Q: 3 clusters Score -925313.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -925340.500000 Penalty: 2670.733398
	Iteration 20F: 3 clusters Score -925340.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -925368.437500 Penalty: 2670.733398
	Iteration 21Q: 3 clusters Score -925368.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -925404.125000 Penalty: 2670.733398
	Iteration 22Q: 3 clusters Score -925404.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -925432.000000 Penalty: 2670.733398
	Iteration 23Q: 3 clusters Score -925432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -925466.125000 Penalty: 2670.733398
	Iteration 24Q: 3 clusters Score -925466.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -925501.937500 Penalty: 2670.733398
	Iteration 25Q: 3 clusters Score -925501.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -925539.187500 Penalty: 2670.733398
	Iteration 26Q: 3 clusters Score -925539.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -925573.625000 Penalty: 2670.733398
	Iteration 27Q: 3 clusters Score -925573.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -925615.750000 Penalty: 2670.733398
	Iteration 28Q: 3 clusters Score -925615.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -925651.375000 Penalty: 2670.733398
	Iteration 29Q: 3 clusters Score -925651.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -925694.062500 Penalty: 2670.733398
	Iteration 30Q: 3 clusters Score -925694.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -925734.000000 Penalty: 2670.733398
	Iteration 31Q: 3 clusters Score -925734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -925776.062500 Penalty: 2670.733398
	Iteration 32Q: 3 clusters Score -925776.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -925821.875000 Penalty: 2670.733398
	Iteration 33Q: 3 clusters Score -925821.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -925869.812500 Penalty: 2670.733398
	Iteration 34Q: 3 clusters Score -925869.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -925924.000000 Penalty: 2670.733398
	Iteration 35Q: 3 clusters Score -925924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -925984.062500 Penalty: 2670.733398
	Iteration 36Q: 3 clusters Score -925984.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -926050.250000 Penalty: 2670.733398
	Iteration 37Q: 3 clusters Score -926050.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -926117.812500 Penalty: 2670.733398
	Iteration 38Q: 3 clusters Score -926117.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -926182.312500 Penalty: 2670.733398
	Iteration 39Q: 3 clusters Score -926182.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -926235.125000 Penalty: 2670.733398
	Iteration 40F: 3 clusters Score -926235.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -926283.500000 Penalty: 2670.733398
	Iteration 41Q: 3 clusters Score -926283.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -926325.062500 Penalty: 2670.733398
	Iteration 42Q: 3 clusters Score -926325.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -926367.625000 Penalty: 2670.733398
	Iteration 43Q: 3 clusters Score -926367.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -926424.687500 Penalty: 2670.733398
	Iteration 44Q: 3 clusters Score -926424.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -926477.562500 Penalty: 2670.733398
	Iteration 45Q: 3 clusters Score -926477.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -926537.812500 Penalty: 2670.733398
	Iteration 46Q: 3 clusters Score -926537.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -926613.250000 Penalty: 2670.733398
	Iteration 47Q: 3 clusters Score -926613.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -926667.062500 Penalty: 2670.733398
	Iteration 48Q: 3 clusters Score -926667.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -926714.000000 Penalty: 2670.733398
	Iteration 49Q: 3 clusters Score -926714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -926751.187500 Penalty: 2670.733398
	Iteration 50Q: 3 clusters Score -926751.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -926786.062500 Penalty: 2670.733398
	Iteration 51Q: 3 clusters Score -926786.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -926817.000000 Penalty: 2670.733398
	Iteration 52Q: 3 clusters Score -926817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -926836.000000 Penalty: 2670.733398
	Iteration 53Q: 3 clusters Score -926836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -926860.000000 Penalty: 2670.733398
	Iteration 54Q: 3 clusters Score -926860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -926886.687500 Penalty: 2670.733398
	Iteration 55Q: 3 clusters Score -926886.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -926906.125000 Penalty: 2670.733398
	Iteration 56Q: 3 clusters Score -926906.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -926915.500000 Penalty: 2670.733398
	Iteration 57Q: 3 clusters Score -926915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -926926.500000 Penalty: 2670.733398
	Iteration 58Q: 3 clusters Score -926926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -926937.812500 Penalty: 2670.733398
	Iteration 59Q: 3 clusters Score -926937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -926945.250000 Penalty: 2670.733398
	Iteration 60F: 3 clusters Score -926945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -926949.000000 Penalty: 2670.733398
	Iteration 61Q: 3 clusters Score -926949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -926948.937500 Penalty: 2670.733398
	Iteration 62Q: 3 clusters Score -926948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -926949.437500 Penalty: 2670.733398
	Iteration 63Q: 3 clusters Score -926949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -926949.437500 Penalty: 2670.733398
	Iteration 64F: 3 clusters Score -926949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -47300.242188 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47300.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46380.285156 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46380.29 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46645.457031 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46645.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46800.546875 Penalty: 1872.371094
	Iteration 2F: 3 clusters Score -46800.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46939.796875 Penalty: 1872.371094
	Iteration 3F: 3 clusters Score -46939.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47023.441406 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -47023.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47111.394531 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -47111.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47146.132812 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -47146.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47167.976562 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -47167.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47184.664062 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -47184.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47207.078125 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -47207.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47213.234375 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47213.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47225.652344 Penalty: 1872.371094
	Iteration 11Q: 3 clusters Score -47225.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47260.859375 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47260.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47285.671875 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47285.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47313.328125 Penalty: 1872.371094
	Iteration 14Q: 3 clusters Score -47313.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47340.878906 Penalty: 1872.371094
	Iteration 15Q: 3 clusters Score -47340.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47354.753906 Penalty: 1872.371094
	Iteration 16Q: 3 clusters Score -47354.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47362.886719 Penalty: 1872.371094
	Iteration 17Q: 3 clusters Score -47362.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47364.351562 Penalty: 1872.371094
	Iteration 18Q: 3 clusters Score -47364.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47364.351562 Penalty: 1872.371094
	Iteration 19F: 3 clusters Score -47364.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41179 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20126 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 254 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Mstep: Class 67 contains 286 members 
Entering Unmasked Estep 
Score: -111123904.000000 Penalty: 137772.843750
Splitting cluster 57 changes total score from -111125016.000000 to -111123904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (16077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Entering Unmasked Estep 
Score: -1912997.375000 Penalty: 1441.149658
	Iteration 0F: 2 clusters Score -1912997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1902374.000000 Penalty: 2882.299316
	Iteration 0F: 3 clusters Score -1902374 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1906069.125000 Penalty: 2882.299316
	Iteration 1F: 3 clusters Score -1906069 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1906401.750000 Penalty: 2882.299316
	Iteration 2F: 3 clusters Score -1906402 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1906655.625000 Penalty: 2882.299316
	Iteration 3Q: 3 clusters Score -1906656 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1906867.250000 Penalty: 2882.299316
	Iteration 4Q: 3 clusters Score -1906867 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1907023.750000 Penalty: 2882.299316
	Iteration 5Q: 3 clusters Score -1907024 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1907186.000000 Penalty: 2882.299316
	Iteration 6Q: 3 clusters Score -1907186 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1907376.125000 Penalty: 2882.299316
	Iteration 7Q: 3 clusters Score -1907376 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1907653.125000 Penalty: 2882.299316
	Iteration 8Q: 3 clusters Score -1907653 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1908025.625000 Penalty: 2882.299316
	Iteration 9Q: 3 clusters Score -1908026 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1908533.625000 Penalty: 2882.299316
	Iteration 10F: 3 clusters Score -1908534 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1909138.625000 Penalty: 2882.299316
	Iteration 11F: 3 clusters Score -1909139 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1909823.250000 Penalty: 2882.299316
	Iteration 12F: 3 clusters Score -1909823 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1910454.500000 Penalty: 2882.299316
	Iteration 13Q: 3 clusters Score -1910454 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1910969.250000 Penalty: 2882.299316
	Iteration 14Q: 3 clusters Score -1910969 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1911307.375000 Penalty: 2882.299316
	Iteration 15Q: 3 clusters Score -1911307 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1911496.750000 Penalty: 2882.299316
	Iteration 16Q: 3 clusters Score -1911497 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1911624.000000 Penalty: 2882.299316
	Iteration 17Q: 3 clusters Score -1911624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1911693.500000 Penalty: 2882.299316
	Iteration 18Q: 3 clusters Score -1911694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1911747.375000 Penalty: 2882.299316
	Iteration 19Q: 3 clusters Score -1911747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1911785.250000 Penalty: 2882.299316
	Iteration 20F: 3 clusters Score -1911785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1911810.125000 Penalty: 2882.299316
	Iteration 21Q: 3 clusters Score -1911810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1911824.375000 Penalty: 2882.299316
	Iteration 22Q: 3 clusters Score -1911824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1911843.875000 Penalty: 2882.299316
	Iteration 23Q: 3 clusters Score -1911844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1911850.000000 Penalty: 2882.299316
	Iteration 24Q: 3 clusters Score -1911850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1911854.125000 Penalty: 2882.299316
	Iteration 25Q: 3 clusters Score -1911854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1911854.750000 Penalty: 2882.299316
	Iteration 26Q: 3 clusters Score -1911855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1911860.125000 Penalty: 2882.299316
	Iteration 27Q: 3 clusters Score -1911860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1911864.000000 Penalty: 2882.299316
	Iteration 28Q: 3 clusters Score -1911864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1911869.250000 Penalty: 2882.299316
	Iteration 29Q: 3 clusters Score -1911869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1911872.000000 Penalty: 2882.299316
	Iteration 30Q: 3 clusters Score -1911872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1911873.750000 Penalty: 2882.299316
	Iteration 31Q: 3 clusters Score -1911874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1911873.750000 Penalty: 2882.299316
	Iteration 32F: 3 clusters Score -1911874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -18506.728516 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -18506.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17878.269531 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -17878.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17966.812500 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -17966.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18025.347656 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -18025.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18030.017578 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -18030.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18039.972656 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -18039.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18039.972656 Penalty: 1614.465210
	Iteration 5F: 3 clusters Score -18039.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -398857.343750 Penalty: 1212.703735
	Iteration 0F: 2 clusters Score -398857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396076.437500 Penalty: 2425.407471
	Iteration 0F: 3 clusters Score -396076.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -396875.656250 Penalty: 2425.407471
	Iteration 1F: 3 clusters Score -396875.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397102.500000 Penalty: 2425.407471
	Iteration 2F: 3 clusters Score -397102.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397235.343750 Penalty: 2425.407471
	Iteration 3F: 3 clusters Score -397235.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -397318.968750 Penalty: 2425.407471
	Iteration 4Q: 3 clusters Score -397319 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -397404.000000 Penalty: 2425.407471
	Iteration 5Q: 3 clusters Score -397404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -397461.031250 Penalty: 2425.407471
	Iteration 6Q: 3 clusters Score -397461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -397500.781250 Penalty: 2425.407471
	Iteration 7Q: 3 clusters Score -397500.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -397537.250000 Penalty: 2425.407471
	Iteration 8Q: 3 clusters Score -397537.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -397565.593750 Penalty: 2425.407471
	Iteration 9Q: 3 clusters Score -397565.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -397584.156250 Penalty: 2425.407471
	Iteration 10Q: 3 clusters Score -397584.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -397604.093750 Penalty: 2425.407471
	Iteration 11Q: 3 clusters Score -397604.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -397623.156250 Penalty: 2425.407471
	Iteration 12Q: 3 clusters Score -397623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -397640.625000 Penalty: 2425.407471
	Iteration 13Q: 3 clusters Score -397640.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -397663.781250 Penalty: 2425.407471
	Iteration 14Q: 3 clusters Score -397663.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -397684.593750 Penalty: 2425.407471
	Iteration 15Q: 3 clusters Score -397684.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -397706.031250 Penalty: 2425.407471
	Iteration 16Q: 3 clusters Score -397706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -397726.750000 Penalty: 2425.407471
	Iteration 17Q: 3 clusters Score -397726.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -397749.531250 Penalty: 2425.407471
	Iteration 18Q: 3 clusters Score -397749.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -397767.406250 Penalty: 2425.407471
	Iteration 19Q: 3 clusters Score -397767.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -397781.406250 Penalty: 2425.407471
	Iteration 20F: 3 clusters Score -397781.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -397790.625000 Penalty: 2425.407471
	Iteration 21Q: 3 clusters Score -397790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -397796.593750 Penalty: 2425.407471
	Iteration 22Q: 3 clusters Score -397796.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -397800.906250 Penalty: 2425.407471
	Iteration 23Q: 3 clusters Score -397800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -397803.343750 Penalty: 2425.407471
	Iteration 24Q: 3 clusters Score -397803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -397806.843750 Penalty: 2425.407471
	Iteration 25Q: 3 clusters Score -397806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -397810.500000 Penalty: 2425.407471
	Iteration 26Q: 3 clusters Score -397810.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -397815.906250 Penalty: 2425.407471
	Iteration 27Q: 3 clusters Score -397815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -397820.250000 Penalty: 2425.407471
	Iteration 28Q: 3 clusters Score -397820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -397825.062500 Penalty: 2425.407471
	Iteration 29Q: 3 clusters Score -397825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -397831.187500 Penalty: 2425.407471
	Iteration 30Q: 3 clusters Score -397831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -397835.593750 Penalty: 2425.407471
	Iteration 31Q: 3 clusters Score -397835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -397841.312500 Penalty: 2425.407471
	Iteration 32Q: 3 clusters Score -397841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -397841.781250 Penalty: 2425.407471
	Iteration 33Q: 3 clusters Score -397841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -397842.843750 Penalty: 2425.407471
	Iteration 34Q: 3 clusters Score -397842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -397844.281250 Penalty: 2425.407471
	Iteration 35Q: 3 clusters Score -397844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -397845.875000 Penalty: 2425.407471
	Iteration 36Q: 3 clusters Score -397845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -397847.843750 Penalty: 2425.407471
	Iteration 37Q: 3 clusters Score -397847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -397849.156250 Penalty: 2425.407471
	Iteration 38Q: 3 clusters Score -397849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -397851.281250 Penalty: 2425.407471
	Iteration 39Q: 3 clusters Score -397851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -397853.875000 Penalty: 2425.407471
	Iteration 40F: 3 clusters Score -397853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -397855.156250 Penalty: 2425.407471
	Iteration 41Q: 3 clusters Score -397855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -397856.000000 Penalty: 2425.407471
	Iteration 42Q: 3 clusters Score -397856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -397856.625000 Penalty: 2425.407471
	Iteration 43Q: 3 clusters Score -397856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -397857.875000 Penalty: 2425.407471
	Iteration 44Q: 3 clusters Score -397857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -397858.531250 Penalty: 2425.407471
	Iteration 45Q: 3 clusters Score -397858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -397859.000000 Penalty: 2425.407471
	Iteration 46Q: 3 clusters Score -397859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -397859.906250 Penalty: 2425.407471
	Iteration 47Q: 3 clusters Score -397859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -397860.062500 Penalty: 2425.407471
	Iteration 48Q: 3 clusters Score -397860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -397860.687500 Penalty: 2425.407471
	Iteration 49Q: 3 clusters Score -397860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -397860.687500 Penalty: 2425.407471
	Iteration 50F: 3 clusters Score -397860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -255824.984375 Penalty: 1149.791748
	Iteration 0F: 2 clusters Score -255825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -253817.546875 Penalty: 2299.583496
	Iteration 0F: 3 clusters Score -253817.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -254267.687500 Penalty: 2299.583496
	Iteration 1F: 3 clusters Score -254267.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -254388.609375 Penalty: 2299.583496
	Iteration 2F: 3 clusters Score -254388.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -254464.265625 Penalty: 2299.583496
	Iteration 3Q: 3 clusters Score -254464.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -254516.578125 Penalty: 2299.583496
	Iteration 4Q: 3 clusters Score -254516.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -254552.390625 Penalty: 2299.583496
	Iteration 5Q: 3 clusters Score -254552.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -254580.984375 Penalty: 2299.583496
	Iteration 6Q: 3 clusters Score -254581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -254600.312500 Penalty: 2299.583496
	Iteration 7Q: 3 clusters Score -254600.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -254618.593750 Penalty: 2299.583496
	Iteration 8Q: 3 clusters Score -254618.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -254634.390625 Penalty: 2299.583496
	Iteration 9Q: 3 clusters Score -254634.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -254645.046875 Penalty: 2299.583496
	Iteration 10Q: 3 clusters Score -254645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -254653.140625 Penalty: 2299.583496
	Iteration 11Q: 3 clusters Score -254653.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -254663.765625 Penalty: 2299.583496
	Iteration 12Q: 3 clusters Score -254663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -254670.421875 Penalty: 2299.583496
	Iteration 13Q: 3 clusters Score -254670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -254672.593750 Penalty: 2299.583496
	Iteration 14Q: 3 clusters Score -254672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -254673.796875 Penalty: 2299.583496
	Iteration 15Q: 3 clusters Score -254673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -254675.703125 Penalty: 2299.583496
	Iteration 16Q: 3 clusters Score -254675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -254677.203125 Penalty: 2299.583496
	Iteration 17Q: 3 clusters Score -254677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -254677.906250 Penalty: 2299.583496
	Iteration 18Q: 3 clusters Score -254677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -254680.687500 Penalty: 2299.583496
	Iteration 19Q: 3 clusters Score -254680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -254681.328125 Penalty: 2299.583496
	Iteration 20F: 3 clusters Score -254681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -254681.875000 Penalty: 2299.583496
	Iteration 21Q: 3 clusters Score -254681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -254682.484375 Penalty: 2299.583496
	Iteration 22Q: 3 clusters Score -254682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -254683.437500 Penalty: 2299.583496
	Iteration 23Q: 3 clusters Score -254683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -254684.218750 Penalty: 2299.583496
	Iteration 24Q: 3 clusters Score -254684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -254685.750000 Penalty: 2299.583496
	Iteration 25Q: 3 clusters Score -254685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -254687.828125 Penalty: 2299.583496
	Iteration 26Q: 3 clusters Score -254687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -254688.843750 Penalty: 2299.583496
	Iteration 27Q: 3 clusters Score -254688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -254688.843750 Penalty: 2299.583496
	Iteration 28F: 3 clusters Score -254688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -265191.625000 Penalty: 1161.151123
	Iteration 0F: 2 clusters Score -265191.6 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 1231 members 
Entering Unmasked Estep 
Score: -263049.281250 Penalty: 2322.302246
	Iteration 0F: 3 clusters Score -263049.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -263596.500000 Penalty: 2322.302246
	Iteration 1F: 3 clusters Score -263596.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -263707.718750 Penalty: 2322.302246
	Iteration 2F: 3 clusters Score -263707.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -263773.281250 Penalty: 2322.302246
	Iteration 3Q: 3 clusters Score -263773.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -263823.000000 Penalty: 2322.302246
	Iteration 4Q: 3 clusters Score -263823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263854.562500 Penalty: 2322.302246
	Iteration 5Q: 3 clusters Score -263854.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263871.906250 Penalty: 2322.302246
	Iteration 6Q: 3 clusters Score -263871.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -263882.625000 Penalty: 2322.302246
	Iteration 7Q: 3 clusters Score -263882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263893.000000 Penalty: 2322.302246
	Iteration 8Q: 3 clusters Score -263893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263902.843750 Penalty: 2322.302246
	Iteration 9Q: 3 clusters Score -263902.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263908.968750 Penalty: 2322.302246
	Iteration 10Q: 3 clusters Score -263909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263914.718750 Penalty: 2322.302246
	Iteration 11Q: 3 clusters Score -263914.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263921.062500 Penalty: 2322.302246
	Iteration 12Q: 3 clusters Score -263921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263925.906250 Penalty: 2322.302246
	Iteration 13Q: 3 clusters Score -263925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263931.750000 Penalty: 2322.302246
	Iteration 14Q: 3 clusters Score -263931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -263935.937500 Penalty: 2322.302246
	Iteration 15Q: 3 clusters Score -263935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -263940.656250 Penalty: 2322.302246
	Iteration 16Q: 3 clusters Score -263940.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263951.437500 Penalty: 2322.302246
	Iteration 17Q: 3 clusters Score -263951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -263961.812500 Penalty: 2322.302246
	Iteration 18Q: 3 clusters Score -263961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -263968.125000 Penalty: 2322.302246
	Iteration 19Q: 3 clusters Score -263968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263973.343750 Penalty: 2322.302246
	Iteration 20F: 3 clusters Score -263973.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263976.093750 Penalty: 2322.302246
	Iteration 21Q: 3 clusters Score -263976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -263978.406250 Penalty: 2322.302246
	Iteration 22Q: 3 clusters Score -263978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -263979.531250 Penalty: 2322.302246
	Iteration 23Q: 3 clusters Score -263979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263981.250000 Penalty: 2322.302246
	Iteration 24Q: 3 clusters Score -263981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263982.250000 Penalty: 2322.302246
	Iteration 25Q: 3 clusters Score -263982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -263984.156250 Penalty: 2322.302246
	Iteration 26Q: 3 clusters Score -263984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263986.968750 Penalty: 2322.302246
	Iteration 27Q: 3 clusters Score -263987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -263989.343750 Penalty: 2322.302246
	Iteration 28Q: 3 clusters Score -263989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -263990.187500 Penalty: 2322.302246
	Iteration 29Q: 3 clusters Score -263990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -263990.781250 Penalty: 2322.302246
	Iteration 30Q: 3 clusters Score -263990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -263992.156250 Penalty: 2322.302246
	Iteration 31Q: 3 clusters Score -263992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -263992.875000 Penalty: 2322.302246
	Iteration 32Q: 3 clusters Score -263992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263993.750000 Penalty: 2322.302246
	Iteration 33Q: 3 clusters Score -263993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263994.406250 Penalty: 2322.302246
	Iteration 34Q: 3 clusters Score -263994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263994.406250 Penalty: 2322.302246
	Iteration 35F: 3 clusters Score -263994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -190407.609375 Penalty: 1102.389404
	Iteration 0F: 2 clusters Score -190407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188751.156250 Penalty: 2204.778809
	Iteration 0F: 3 clusters Score -188751.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189169.968750 Penalty: 2204.778809
	Iteration 1F: 3 clusters Score -189170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -189293.281250 Penalty: 2204.778809
	Iteration 2F: 3 clusters Score -189293.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -189338.812500 Penalty: 2204.778809
	Iteration 3Q: 3 clusters Score -189338.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -189365.359375 Penalty: 2204.778809
	Iteration 4Q: 3 clusters Score -189365.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -189376.671875 Penalty: 2204.778809
	Iteration 5Q: 3 clusters Score -189376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -189384.468750 Penalty: 2204.778809
	Iteration 6Q: 3 clusters Score -189384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -189392.968750 Penalty: 2204.778809
	Iteration 7Q: 3 clusters Score -189393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189398.109375 Penalty: 2204.778809
	Iteration 8Q: 3 clusters Score -189398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189398.796875 Penalty: 2204.778809
	Iteration 9Q: 3 clusters Score -189398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -189400.359375 Penalty: 2204.778809
	Iteration 10Q: 3 clusters Score -189400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -189402.515625 Penalty: 2204.778809
	Iteration 11Q: 3 clusters Score -189402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189403.062500 Penalty: 2204.778809
	Iteration 12Q: 3 clusters Score -189403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189403.062500 Penalty: 2204.778809
	Iteration 13F: 3 clusters Score -189403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (86006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Entering Unmasked Estep 
Score: -9971623.000000 Penalty: 1690.691284
	Iteration 0F: 2 clusters Score -9971623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -9916227.000000 Penalty: 3381.382568
	Iteration 0F: 3 clusters Score -9916227 nChanged 40343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -9938832.000000 Penalty: 3381.382568
	Iteration 1F: 3 clusters Score -9938832 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -9939587.000000 Penalty: 3381.382568
	Iteration 2Q: 3 clusters Score -9939587 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -9940309.000000 Penalty: 3381.382568
	Iteration 3Q: 3 clusters Score -9940309 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -9941205.000000 Penalty: 3381.382568
	Iteration 4Q: 3 clusters Score -9941205 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -9942378.000000 Penalty: 3381.382568
	Iteration 5Q: 3 clusters Score -9942378 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -9943692.000000 Penalty: 3381.382568
	Iteration 6Q: 3 clusters Score -9943692 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -9945398.000000 Penalty: 3381.382568
	Iteration 7Q: 3 clusters Score -9945398 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -9947580.000000 Penalty: 3381.382568
	Iteration 8Q: 3 clusters Score -9947580 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -9949956.000000 Penalty: 3381.382568
	Iteration 9F: 3 clusters Score -9949956 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -9952299.000000 Penalty: 3381.382568
	Iteration 10F: 3 clusters Score -9952299 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9954726.000000 Penalty: 3381.382568
	Iteration 11Q: 3 clusters Score -9954726 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -9956680.000000 Penalty: 3381.382568
	Iteration 12Q: 3 clusters Score -9956680 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -9958086.000000 Penalty: 3381.382568
	Iteration 13Q: 3 clusters Score -9958086 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -9958810.000000 Penalty: 3381.382568
	Iteration 14Q: 3 clusters Score -9958810 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -9959181.000000 Penalty: 3381.382568
	Iteration 15Q: 3 clusters Score -9959181 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -9959502.000000 Penalty: 3381.382568
	Iteration 16Q: 3 clusters Score -9959502 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -9959734.000000 Penalty: 3381.382568
	Iteration 17Q: 3 clusters Score -9959734 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -9960006.000000 Penalty: 3381.382568
	Iteration 18Q: 3 clusters Score -9960006 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -9960172.000000 Penalty: 3381.382568
	Iteration 19Q: 3 clusters Score -9960172 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9960386.000000 Penalty: 3381.382568
	Iteration 20F: 3 clusters Score -9960386 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -9960624.000000 Penalty: 3381.382568
	Iteration 21Q: 3 clusters Score -9960624 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -9960868.000000 Penalty: 3381.382568
	Iteration 22Q: 3 clusters Score -9960868 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -9961225.000000 Penalty: 3381.382568
	Iteration 23Q: 3 clusters Score -9961225 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -9961545.000000 Penalty: 3381.382568
	Iteration 24Q: 3 clusters Score -9961545 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -9961999.000000 Penalty: 3381.382568
	Iteration 25Q: 3 clusters Score -9961999 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -9962356.000000 Penalty: 3381.382568
	Iteration 26Q: 3 clusters Score -9962356 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -9962759.000000 Penalty: 3381.382568
	Iteration 27Q: 3 clusters Score -9962759 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -9963143.000000 Penalty: 3381.382568
	Iteration 28Q: 3 clusters Score -9963143 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -9963454.000000 Penalty: 3381.382568
	Iteration 29Q: 3 clusters Score -9963454 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -9963792.000000 Penalty: 3381.382568
	Iteration 30Q: 3 clusters Score -9963792 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -9964114.000000 Penalty: 3381.382568
	Iteration 31Q: 3 clusters Score -9964114 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -9964381.000000 Penalty: 3381.382568
	Iteration 32Q: 3 clusters Score -9964381 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -9964629.000000 Penalty: 3381.382568
	Iteration 33Q: 3 clusters Score -9964629 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -9964887.000000 Penalty: 3381.382568
	Iteration 34Q: 3 clusters Score -9964887 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -9965117.000000 Penalty: 3381.382568
	Iteration 35Q: 3 clusters Score -9965117 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -9965401.000000 Penalty: 3381.382568
	Iteration 36Q: 3 clusters Score -9965401 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9965677.000000 Penalty: 3381.382568
	Iteration 37Q: 3 clusters Score -9965677 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -9965935.000000 Penalty: 3381.382568
	Iteration 38Q: 3 clusters Score -9965935 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -9966139.000000 Penalty: 3381.382568
	Iteration 39Q: 3 clusters Score -9966139 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -9966443.000000 Penalty: 3381.382568
	Iteration 40F: 3 clusters Score -9966443 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -9966585.000000 Penalty: 3381.382568
	Iteration 41Q: 3 clusters Score -9966585 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -9966803.000000 Penalty: 3381.382568
	Iteration 42Q: 3 clusters Score -9966803 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -9966942.000000 Penalty: 3381.382568
	Iteration 43Q: 3 clusters Score -9966942 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -9967114.000000 Penalty: 3381.382568
	Iteration 44Q: 3 clusters Score -9967114 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -9967331.000000 Penalty: 3381.382568
	Iteration 45Q: 3 clusters Score -9967331 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9967499.000000 Penalty: 3381.382568
	Iteration 46Q: 3 clusters Score -9967499 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -9967649.000000 Penalty: 3381.382568
	Iteration 47Q: 3 clusters Score -9967649 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -9967820.000000 Penalty: 3381.382568
	Iteration 48Q: 3 clusters Score -9967820 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -9967933.000000 Penalty: 3381.382568
	Iteration 49Q: 3 clusters Score -9967933 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -9968098.000000 Penalty: 3381.382568
	Iteration 50Q: 3 clusters Score -9968098 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -9968167.000000 Penalty: 3381.382568
	Iteration 51Q: 3 clusters Score -9968167 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -9968332.000000 Penalty: 3381.382568
	Iteration 52Q: 3 clusters Score -9968332 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -9968465.000000 Penalty: 3381.382568
	Iteration 53Q: 3 clusters Score -9968465 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -9968569.000000 Penalty: 3381.382568
	Iteration 54Q: 3 clusters Score -9968569 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -9968664.000000 Penalty: 3381.382568
	Iteration 55Q: 3 clusters Score -9968664 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -9968791.000000 Penalty: 3381.382568
	Iteration 56Q: 3 clusters Score -9968791 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -9968958.000000 Penalty: 3381.382568
	Iteration 57Q: 3 clusters Score -9968958 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -9969121.000000 Penalty: 3381.382568
	Iteration 58Q: 3 clusters Score -9969121 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -9969256.000000 Penalty: 3381.382568
	Iteration 59Q: 3 clusters Score -9969256 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -9969326.000000 Penalty: 3381.382568
	Iteration 60F: 3 clusters Score -9969326 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -9969401.000000 Penalty: 3381.382568
	Iteration 61Q: 3 clusters Score -9969401 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -9969464.000000 Penalty: 3381.382568
	Iteration 62Q: 3 clusters Score -9969464 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -9969568.000000 Penalty: 3381.382568
	Iteration 63Q: 3 clusters Score -9969568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -9969629.000000 Penalty: 3381.382568
	Iteration 64Q: 3 clusters Score -9969629 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -9969691.000000 Penalty: 3381.382568
	Iteration 65Q: 3 clusters Score -9969691 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -9969731.000000 Penalty: 3381.382568
	Iteration 66Q: 3 clusters Score -9969731 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -9969791.000000 Penalty: 3381.382568
	Iteration 67Q: 3 clusters Score -9969791 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -9969800.000000 Penalty: 3381.382568
	Iteration 68Q: 3 clusters Score -9969800 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -9969869.000000 Penalty: 3381.382568
	Iteration 69Q: 3 clusters Score -9969869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -9969901.000000 Penalty: 3381.382568
	Iteration 70Q: 3 clusters Score -9969901 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -9969935.000000 Penalty: 3381.382568
	Iteration 71Q: 3 clusters Score -9969935 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -9969956.000000 Penalty: 3381.382568
	Iteration 72Q: 3 clusters Score -9969956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -9970001.000000 Penalty: 3381.382568
	Iteration 73Q: 3 clusters Score -9970001 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -9970024.000000 Penalty: 3381.382568
	Iteration 74Q: 3 clusters Score -9970024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -9970049.000000 Penalty: 3381.382568
	Iteration 75Q: 3 clusters Score -9970049 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -9970093.000000 Penalty: 3381.382568
	Iteration 76Q: 3 clusters Score -9970093 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -9970112.000000 Penalty: 3381.382568
	Iteration 77Q: 3 clusters Score -9970112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -9970154.000000 Penalty: 3381.382568
	Iteration 78Q: 3 clusters Score -9970154 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -9970164.000000 Penalty: 3381.382568
	Iteration 79Q: 3 clusters Score -9970164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -9970176.000000 Penalty: 3381.382568
	Iteration 80F: 3 clusters Score -9970176 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -9970204.000000 Penalty: 3381.382568
	Iteration 81Q: 3 clusters Score -9970204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -9970235.000000 Penalty: 3381.382568
	Iteration 82Q: 3 clusters Score -9970235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -9970262.000000 Penalty: 3381.382568
	Iteration 83Q: 3 clusters Score -9970262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -9970297.000000 Penalty: 3381.382568
	Iteration 84Q: 3 clusters Score -9970297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -9970284.000000 Penalty: 3381.382568
	Iteration 85Q: 3 clusters Score -9970284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -9970299.000000 Penalty: 3381.382568
	Iteration 86Q: 3 clusters Score -9970299 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -9970316.000000 Penalty: 3381.382568
	Iteration 87Q: 3 clusters Score -9970316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -9970313.000000 Penalty: 3381.382568
	Iteration 88Q: 3 clusters Score -9970313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -9970307.000000 Penalty: 3381.382568
	Iteration 89Q: 3 clusters Score -9970307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -9970317.000000 Penalty: 3381.382568
	Iteration 90Q: 3 clusters Score -9970317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -9970305.000000 Penalty: 3381.382568
	Iteration 91Q: 3 clusters Score -9970305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -9970310.000000 Penalty: 3381.382568
	Iteration 92Q: 3 clusters Score -9970310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -9970344.000000 Penalty: 3381.382568
	Iteration 93Q: 3 clusters Score -9970344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -9970359.000000 Penalty: 3381.382568
	Iteration 94Q: 3 clusters Score -9970359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -9970368.000000 Penalty: 3381.382568
	Iteration 95Q: 3 clusters Score -9970368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -9970354.000000 Penalty: 3381.382568
	Iteration 96Q: 3 clusters Score -9970354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -9970362.000000 Penalty: 3381.382568
	Iteration 97Q: 3 clusters Score -9970362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -9970373.000000 Penalty: 3381.382568
	Iteration 98Q: 3 clusters Score -9970373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -9970386.000000 Penalty: 3381.382568
	Iteration 99Q: 3 clusters Score -9970386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -9970381.000000 Penalty: 3381.382568
	Iteration 100F: 3 clusters Score -9970381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -9970390.000000 Penalty: 3381.382568
	Iteration 101Q: 3 clusters Score -9970390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -9970398.000000 Penalty: 3381.382568
	Iteration 102Q: 3 clusters Score -9970398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -9970395.000000 Penalty: 3381.382568
	Iteration 103Q: 3 clusters Score -9970395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -9970401.000000 Penalty: 3381.382568
	Iteration 104Q: 3 clusters Score -9970401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -9970383.000000 Penalty: 3381.382568
	Iteration 105Q: 3 clusters Score -9970383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -9970392.000000 Penalty: 3381.382568
	Iteration 106Q: 3 clusters Score -9970392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -9970401.000000 Penalty: 3381.382568
	Iteration 107Q: 3 clusters Score -9970401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -9970406.000000 Penalty: 3381.382568
	Iteration 108Q: 3 clusters Score -9970406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -9970414.000000 Penalty: 3381.382568
	Iteration 109Q: 3 clusters Score -9970414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -9970403.000000 Penalty: 3381.382568
	Iteration 110Q: 3 clusters Score -9970403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -9970401.000000 Penalty: 3381.382568
	Iteration 111Q: 3 clusters Score -9970401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -9970412.000000 Penalty: 3381.382568
	Iteration 112Q: 3 clusters Score -9970412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -9970404.000000 Penalty: 3381.382568
	Iteration 113Q: 3 clusters Score -9970404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -9970414.000000 Penalty: 3381.382568
	Iteration 114Q: 3 clusters Score -9970414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -9970426.000000 Penalty: 3381.382568
	Iteration 115Q: 3 clusters Score -9970426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -9970419.000000 Penalty: 3381.382568
	Iteration 116Q: 3 clusters Score -9970419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -9970430.000000 Penalty: 3381.382568
	Iteration 117Q: 3 clusters Score -9970430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -9970423.000000 Penalty: 3381.382568
	Iteration 118Q: 3 clusters Score -9970423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -9970423.000000 Penalty: 3381.382568
	Iteration 119F: 3 clusters Score -9970423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -8397.078125 Penalty: 692.509277
	Iteration 0F: 2 clusters Score -8397.078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8009.395508 Penalty: 1385.018555
	Iteration 0F: 3 clusters Score -8009.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8014.691895 Penalty: 1385.018555
	Iteration 1Q: 3 clusters Score -8014.692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8014.691895 Penalty: 1385.018555
	Iteration 2F: 3 clusters Score -8014.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -17452.943359 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -17452.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16898.792969 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -16898.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16962.484375 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -16962.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16967.373047 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -16967.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16967.373047 Penalty: 1563.076660
	Iteration 3F: 3 clusters Score -16967.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41179 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25104 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20126 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125032.000000 Penalty: 135716.546875
Iteration 359Q: 67 clusters Score -1.11125e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41180 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32063 members 
Mstep: Class 35 contains 25103 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5164 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20128 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124992.000000 Penalty: 135716.546875
Iteration 360F: 67 clusters Score -1.11125e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41181 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25101 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5164 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20130 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67130 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124968.000000 Penalty: 135716.546875
Iteration 361Q: 67 clusters Score -1.11125e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41184 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63383 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5165 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20132 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67128 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124952.000000 Penalty: 135716.546875
Iteration 362Q: 67 clusters Score -1.11125e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41186 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63382 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32062 members 
Mstep: Class 35 contains 25096 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5166 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20133 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67127 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124904.000000 Penalty: 135716.546875
Iteration 363Q: 67 clusters Score -1.111249e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41186 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63381 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32061 members 
Mstep: Class 35 contains 25095 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5167 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20136 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124936.000000 Penalty: 135716.546875
Iteration 364Q: 67 clusters Score -1.111249e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41186 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63381 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32060 members 
Mstep: Class 35 contains 25090 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5172 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20137 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124928.000000 Penalty: 135716.546875
Iteration 365Q: 67 clusters Score -1.111249e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41186 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63381 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32060 members 
Mstep: Class 35 contains 25087 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5174 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20136 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124928.000000 Penalty: 135716.546875
Iteration 366Q: 67 clusters Score -1.111249e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41931 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41186 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63379 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32059 members 
Mstep: Class 35 contains 25086 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5175 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20135 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124912.000000 Penalty: 135716.546875
Iteration 367Q: 67 clusters Score -1.111249e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41930 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63379 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32058 members 
Mstep: Class 35 contains 25084 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20135 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4076 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124912.000000 Penalty: 135716.546875
Iteration 368Q: 67 clusters Score -1.111249e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63380 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25083 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20137 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124888.000000 Penalty: 135716.546875
Iteration 369Q: 67 clusters Score -1.111249e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63379 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25083 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20137 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124896.000000 Penalty: 135716.546875
Iteration 370Q: 67 clusters Score -1.111249e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16017 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63379 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25083 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10914 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20137 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27015 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124928.000000 Penalty: 135716.546875
Iteration 371Q: 67 clusters Score -1.111249e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16016 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63380 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25083 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10913 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20137 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27015 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124896.000000 Penalty: 135716.546875
Iteration 372Q: 67 clusters Score -1.111249e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63381 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25083 members 
Mstep: Class 36 contains 9840 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10912 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20138 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31295 members 
Mstep: Class 53 contains 27015 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86006 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124912.000000 Penalty: 135716.546875
Iteration 373Q: 67 clusters Score -1.111249e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63381 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10910 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20139 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27015 members 
Mstep: Class 54 contains 67126 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86007 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124904.000000 Penalty: 135716.546875
Iteration 374Q: 67 clusters Score -1.111249e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63381 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20140 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27016 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86007 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124928.000000 Penalty: 135716.546875
Iteration 375Q: 67 clusters Score -1.111249e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63380 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27018 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86007 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124960.000000 Penalty: 135716.546875
Iteration 376Q: 67 clusters Score -1.11125e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27018 members 
Mstep: Class 54 contains 67125 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86008 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124968.000000 Penalty: 135716.546875
Iteration 377Q: 67 clusters Score -1.11125e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12299 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27019 members 
Mstep: Class 54 contains 67123 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86010 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124976.000000 Penalty: 135716.546875
Iteration 378Q: 67 clusters Score -1.11125e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12298 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27023 members 
Mstep: Class 54 contains 67123 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86009 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124992.000000 Penalty: 135716.546875
Iteration 379Q: 67 clusters Score -1.11125e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27028 members 
Mstep: Class 54 contains 67123 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86008 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125008.000000 Penalty: 135716.546875
Iteration 380F: 67 clusters Score -1.11125e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12296 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27032 members 
Mstep: Class 54 contains 67123 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86004 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125008.000000 Penalty: 135716.546875
Iteration 381Q: 67 clusters Score -1.11125e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9841 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12295 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27037 members 
Mstep: Class 54 contains 67123 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86000 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125024.000000 Penalty: 135716.546875
Iteration 382Q: 67 clusters Score -1.11125e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9842 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10905 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12295 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27042 members 
Mstep: Class 54 contains 67122 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85995 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125032.000000 Penalty: 135716.546875
Iteration 383Q: 67 clusters Score -1.11125e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10904 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12294 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27042 members 
Mstep: Class 54 contains 67120 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85996 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125080.000000 Penalty: 135716.546875
Iteration 384Q: 67 clusters Score -1.111251e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10903 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12293 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31294 members 
Mstep: Class 53 contains 27042 members 
Mstep: Class 54 contains 67120 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 85997 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125088.000000 Penalty: 135716.546875
Iteration 385Q: 67 clusters Score -1.111251e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49413 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10903 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12290 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31292 members 
Mstep: Class 53 contains 27043 members 
Mstep: Class 54 contains 67120 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86000 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125072.000000 Penalty: 135716.546875
Iteration 386Q: 67 clusters Score -1.111251e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10903 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12290 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31290 members 
Mstep: Class 53 contains 27045 members 
Mstep: Class 54 contains 67120 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86001 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125080.000000 Penalty: 135716.546875
Iteration 387Q: 67 clusters Score -1.111251e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10902 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12290 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 27045 members 
Mstep: Class 54 contains 67120 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86002 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125056.000000 Penalty: 135716.546875
Iteration 388Q: 67 clusters Score -1.111251e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10902 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12291 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 27045 members 
Mstep: Class 54 contains 67119 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86002 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125064.000000 Penalty: 135716.546875
Iteration 389Q: 67 clusters Score -1.111251e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10902 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12292 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 27045 members 
Mstep: Class 54 contains 67118 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86002 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125064.000000 Penalty: 135716.546875
Iteration 390Q: 67 clusters Score -1.111251e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 20140 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 62084 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 53091 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 41187 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 32057 members 
Mstep: Class 35 contains 25082 members 
Mstep: Class 36 contains 9843 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 27344 members 
Mstep: Class 39 contains 3741 members 
Mstep: Class 40 contains 15640 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 8464 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 10902 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 6375 members 
Mstep: Class 50 contains 12292 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 31291 members 
Mstep: Class 53 contains 27045 members 
Mstep: Class 54 contains 67118 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 58 contains 16077 members 
Mstep: Class 59 contains 227 members 
Mstep: Class 60 contains 3463 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 2449 members 
Mstep: Class 63 contains 1650 members 
Mstep: Class 64 contains 86002 members 
Mstep: Class 65 contains 105 members 
Mstep: Class 66 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111125064.000000 Penalty: 135716.546875
Iteration 391F: 67 clusters Score -1.111251e+08 nChanged 0
Entering ConstructFrom: 
Score: -111125064.000000 Penalty: 135716.546875
Entering ConstructFrom: 
Trying to split cluster 1 (50089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Entering Unmasked Estep 
Score: -5616367.500000 Penalty: 1610.247681
	Iteration 0F: 2 clusters Score -5616368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5583750.000000 Penalty: 3220.495361
	Iteration 0F: 3 clusters Score -5583750 nChanged 23127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -5596780.500000 Penalty: 3220.495361
	Iteration 1F: 3 clusters Score -5596780 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5597508.500000 Penalty: 3220.495361
	Iteration 2Q: 3 clusters Score -5597508 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5598399.500000 Penalty: 3220.495361
	Iteration 3Q: 3 clusters Score -5598400 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5599414.500000 Penalty: 3220.495361
	Iteration 4Q: 3 clusters Score -5599414 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5600744.000000 Penalty: 3220.495361
	Iteration 5Q: 3 clusters Score -5600744 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -5602335.500000 Penalty: 3220.495361
	Iteration 6F: 3 clusters Score -5602336 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5604160.000000 Penalty: 3220.495361
	Iteration 7F: 3 clusters Score -5604160 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5606027.000000 Penalty: 3220.495361
	Iteration 8F: 3 clusters Score -5606027 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5607749.000000 Penalty: 3220.495361
	Iteration 9Q: 3 clusters Score -5607749 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -5609026.000000 Penalty: 3220.495361
	Iteration 10Q: 3 clusters Score -5609026 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5609924.500000 Penalty: 3220.495361
	Iteration 11Q: 3 clusters Score -5609924 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -5610570.000000 Penalty: 3220.495361
	Iteration 12Q: 3 clusters Score -5610570 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5611123.500000 Penalty: 3220.495361
	Iteration 13Q: 3 clusters Score -5611124 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -5611551.500000 Penalty: 3220.495361
	Iteration 14Q: 3 clusters Score -5611552 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -5611986.500000 Penalty: 3220.495361
	Iteration 15Q: 3 clusters Score -5611986 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -5612375.500000 Penalty: 3220.495361
	Iteration 16Q: 3 clusters Score -5612376 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5612694.500000 Penalty: 3220.495361
	Iteration 17Q: 3 clusters Score -5612694 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5612981.500000 Penalty: 3220.495361
	Iteration 18Q: 3 clusters Score -5612982 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -5613236.500000 Penalty: 3220.495361
	Iteration 19Q: 3 clusters Score -5613236 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5613463.000000 Penalty: 3220.495361
	Iteration 20F: 3 clusters Score -5613463 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5613686.500000 Penalty: 3220.495361
	Iteration 21Q: 3 clusters Score -5613686 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5613878.500000 Penalty: 3220.495361
	Iteration 22Q: 3 clusters Score -5613878 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5614019.500000 Penalty: 3220.495361
	Iteration 23Q: 3 clusters Score -5614020 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5614174.000000 Penalty: 3220.495361
	Iteration 24Q: 3 clusters Score -5614174 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5614278.000000 Penalty: 3220.495361
	Iteration 25Q: 3 clusters Score -5614278 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5614370.000000 Penalty: 3220.495361
	Iteration 26Q: 3 clusters Score -5614370 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5614449.500000 Penalty: 3220.495361
	Iteration 27Q: 3 clusters Score -5614450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5614537.500000 Penalty: 3220.495361
	Iteration 28Q: 3 clusters Score -5614538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5614616.500000 Penalty: 3220.495361
	Iteration 29Q: 3 clusters Score -5614616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5614694.000000 Penalty: 3220.495361
	Iteration 30Q: 3 clusters Score -5614694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5614763.500000 Penalty: 3220.495361
	Iteration 31Q: 3 clusters Score -5614764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5614815.000000 Penalty: 3220.495361
	Iteration 32Q: 3 clusters Score -5614815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5614849.500000 Penalty: 3220.495361
	Iteration 33Q: 3 clusters Score -5614850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5614906.500000 Penalty: 3220.495361
	Iteration 34Q: 3 clusters Score -5614906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5614942.500000 Penalty: 3220.495361
	Iteration 35Q: 3 clusters Score -5614942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5614972.500000 Penalty: 3220.495361
	Iteration 36Q: 3 clusters Score -5614972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5615002.000000 Penalty: 3220.495361
	Iteration 37Q: 3 clusters Score -5615002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5615046.500000 Penalty: 3220.495361
	Iteration 38Q: 3 clusters Score -5615046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5615054.500000 Penalty: 3220.495361
	Iteration 39Q: 3 clusters Score -5615054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5615082.000000 Penalty: 3220.495361
	Iteration 40F: 3 clusters Score -5615082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5615098.500000 Penalty: 3220.495361
	Iteration 41Q: 3 clusters Score -5615098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5615113.500000 Penalty: 3220.495361
	Iteration 42Q: 3 clusters Score -5615114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5615123.000000 Penalty: 3220.495361
	Iteration 43Q: 3 clusters Score -5615123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5615131.500000 Penalty: 3220.495361
	Iteration 44Q: 3 clusters Score -5615132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5615141.000000 Penalty: 3220.495361
	Iteration 45Q: 3 clusters Score -5615141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5615145.000000 Penalty: 3220.495361
	Iteration 46Q: 3 clusters Score -5615145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5615161.500000 Penalty: 3220.495361
	Iteration 47Q: 3 clusters Score -5615162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5615163.500000 Penalty: 3220.495361
	Iteration 48Q: 3 clusters Score -5615164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5615170.000000 Penalty: 3220.495361
	Iteration 49Q: 3 clusters Score -5615170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5615176.000000 Penalty: 3220.495361
	Iteration 50Q: 3 clusters Score -5615176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5615175.500000 Penalty: 3220.495361
	Iteration 51Q: 3 clusters Score -5615176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5615177.500000 Penalty: 3220.495361
	Iteration 52Q: 3 clusters Score -5615178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5615182.500000 Penalty: 3220.495361
	Iteration 53Q: 3 clusters Score -5615182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5615185.000000 Penalty: 3220.495361
	Iteration 54Q: 3 clusters Score -5615185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5615181.000000 Penalty: 3220.495361
	Iteration 55Q: 3 clusters Score -5615181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5615180.500000 Penalty: 3220.495361
	Iteration 56Q: 3 clusters Score -5615180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5615180.500000 Penalty: 3220.495361
	Iteration 57Q: 3 clusters Score -5615180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5615180.500000 Penalty: 3220.495361
	Iteration 58F: 3 clusters Score -5615180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Entering Unmasked Estep 
Score: -1312974.125000 Penalty: 1398.148071
	Iteration 0F: 2 clusters Score -1312974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1304974.125000 Penalty: 2796.296143
	Iteration 0F: 3 clusters Score -1304974 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1307749.000000 Penalty: 2796.296143
	Iteration 1F: 3 clusters Score -1307749 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1308206.125000 Penalty: 2796.296143
	Iteration 2F: 3 clusters Score -1308206 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1308613.000000 Penalty: 2796.296143
	Iteration 3F: 3 clusters Score -1308613 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1309031.625000 Penalty: 2796.296143
	Iteration 4F: 3 clusters Score -1309032 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1309470.000000 Penalty: 2796.296143
	Iteration 5F: 3 clusters Score -1309470 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1309874.625000 Penalty: 2796.296143
	Iteration 6F: 3 clusters Score -1309875 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1310244.875000 Penalty: 2796.296143
	Iteration 7Q: 3 clusters Score -1310245 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1310603.750000 Penalty: 2796.296143
	Iteration 8Q: 3 clusters Score -1310604 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1310985.375000 Penalty: 2796.296143
	Iteration 9Q: 3 clusters Score -1310985 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1311312.875000 Penalty: 2796.296143
	Iteration 10Q: 3 clusters Score -1311313 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1311542.375000 Penalty: 2796.296143
	Iteration 11Q: 3 clusters Score -1311542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1311695.000000 Penalty: 2796.296143
	Iteration 12Q: 3 clusters Score -1311695 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1311813.250000 Penalty: 2796.296143
	Iteration 13Q: 3 clusters Score -1311813 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1311902.375000 Penalty: 2796.296143
	Iteration 14Q: 3 clusters Score -1311902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1311972.500000 Penalty: 2796.296143
	Iteration 15Q: 3 clusters Score -1311972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1312013.625000 Penalty: 2796.296143
	Iteration 16Q: 3 clusters Score -1312014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1312049.625000 Penalty: 2796.296143
	Iteration 17Q: 3 clusters Score -1312050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1312083.500000 Penalty: 2796.296143
	Iteration 18Q: 3 clusters Score -1312084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1312109.375000 Penalty: 2796.296143
	Iteration 19Q: 3 clusters Score -1312109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1312137.500000 Penalty: 2796.296143
	Iteration 20F: 3 clusters Score -1312138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1312163.750000 Penalty: 2796.296143
	Iteration 21Q: 3 clusters Score -1312164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1312186.875000 Penalty: 2796.296143
	Iteration 22Q: 3 clusters Score -1312187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1312220.375000 Penalty: 2796.296143
	Iteration 23Q: 3 clusters Score -1312220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1312243.000000 Penalty: 2796.296143
	Iteration 24Q: 3 clusters Score -1312243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1312269.875000 Penalty: 2796.296143
	Iteration 25Q: 3 clusters Score -1312270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1312285.500000 Penalty: 2796.296143
	Iteration 26Q: 3 clusters Score -1312286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1312305.625000 Penalty: 2796.296143
	Iteration 27Q: 3 clusters Score -1312306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1312315.250000 Penalty: 2796.296143
	Iteration 28Q: 3 clusters Score -1312315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1312332.875000 Penalty: 2796.296143
	Iteration 29Q: 3 clusters Score -1312333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1312355.875000 Penalty: 2796.296143
	Iteration 30Q: 3 clusters Score -1312356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1312381.375000 Penalty: 2796.296143
	Iteration 31Q: 3 clusters Score -1312381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1312393.125000 Penalty: 2796.296143
	Iteration 32Q: 3 clusters Score -1312393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1312409.625000 Penalty: 2796.296143
	Iteration 33Q: 3 clusters Score -1312410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1312419.000000 Penalty: 2796.296143
	Iteration 34Q: 3 clusters Score -1312419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1312433.500000 Penalty: 2796.296143
	Iteration 35Q: 3 clusters Score -1312434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1312443.375000 Penalty: 2796.296143
	Iteration 36Q: 3 clusters Score -1312443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1312450.000000 Penalty: 2796.296143
	Iteration 37Q: 3 clusters Score -1312450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1312458.250000 Penalty: 2796.296143
	Iteration 38Q: 3 clusters Score -1312458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1312470.250000 Penalty: 2796.296143
	Iteration 39Q: 3 clusters Score -1312470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1312484.500000 Penalty: 2796.296143
	Iteration 40F: 3 clusters Score -1312484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1312497.625000 Penalty: 2796.296143
	Iteration 41Q: 3 clusters Score -1312498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1312513.750000 Penalty: 2796.296143
	Iteration 42Q: 3 clusters Score -1312514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1312530.750000 Penalty: 2796.296143
	Iteration 43Q: 3 clusters Score -1312531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1312548.875000 Penalty: 2796.296143
	Iteration 44Q: 3 clusters Score -1312549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1312560.250000 Penalty: 2796.296143
	Iteration 45Q: 3 clusters Score -1312560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1312573.000000 Penalty: 2796.296143
	Iteration 46Q: 3 clusters Score -1312573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1312576.750000 Penalty: 2796.296143
	Iteration 47Q: 3 clusters Score -1312577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1312582.625000 Penalty: 2796.296143
	Iteration 48Q: 3 clusters Score -1312583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1312587.625000 Penalty: 2796.296143
	Iteration 49Q: 3 clusters Score -1312588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1312595.125000 Penalty: 2796.296143
	Iteration 50Q: 3 clusters Score -1312595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1312598.500000 Penalty: 2796.296143
	Iteration 51Q: 3 clusters Score -1312598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1312605.750000 Penalty: 2796.296143
	Iteration 52Q: 3 clusters Score -1312606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1312609.625000 Penalty: 2796.296143
	Iteration 53Q: 3 clusters Score -1312610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1312617.500000 Penalty: 2796.296143
	Iteration 54Q: 3 clusters Score -1312618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1312621.125000 Penalty: 2796.296143
	Iteration 55Q: 3 clusters Score -1312621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1312623.125000 Penalty: 2796.296143
	Iteration 56Q: 3 clusters Score -1312623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1312635.125000 Penalty: 2796.296143
	Iteration 57Q: 3 clusters Score -1312635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1312638.500000 Penalty: 2796.296143
	Iteration 58Q: 3 clusters Score -1312638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1312639.125000 Penalty: 2796.296143
	Iteration 59Q: 3 clusters Score -1312639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1312643.000000 Penalty: 2796.296143
	Iteration 60F: 3 clusters Score -1312643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1312645.125000 Penalty: 2796.296143
	Iteration 61Q: 3 clusters Score -1312645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1312652.625000 Penalty: 2796.296143
	Iteration 62Q: 3 clusters Score -1312653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1312657.000000 Penalty: 2796.296143
	Iteration 63Q: 3 clusters Score -1312657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1312657.875000 Penalty: 2796.296143
	Iteration 64Q: 3 clusters Score -1312658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1312660.500000 Penalty: 2796.296143
	Iteration 65Q: 3 clusters Score -1312660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1312662.500000 Penalty: 2796.296143
	Iteration 66Q: 3 clusters Score -1312662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1312665.750000 Penalty: 2796.296143
	Iteration 67Q: 3 clusters Score -1312666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1312667.875000 Penalty: 2796.296143
	Iteration 68Q: 3 clusters Score -1312668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1312668.500000 Penalty: 2796.296143
	Iteration 69Q: 3 clusters Score -1312668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1312665.375000 Penalty: 2796.296143
	Iteration 70Q: 3 clusters Score -1312665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1312667.500000 Penalty: 2796.296143
	Iteration 71Q: 3 clusters Score -1312668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1312667.500000 Penalty: 2796.296143
	Iteration 72F: 3 clusters Score -1312668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -1162195.750000 Penalty: 1381.439819
	Iteration 0F: 2 clusters Score -1162196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1154933.500000 Penalty: 2762.879639
	Iteration 0F: 3 clusters Score -1154934 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1157416.750000 Penalty: 2762.879639
	Iteration 1F: 3 clusters Score -1157417 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1157763.250000 Penalty: 2762.879639
	Iteration 2F: 3 clusters Score -1157763 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1158059.625000 Penalty: 2762.879639
	Iteration 3F: 3 clusters Score -1158060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1158377.750000 Penalty: 2762.879639
	Iteration 4F: 3 clusters Score -1158378 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1158721.500000 Penalty: 2762.879639
	Iteration 5F: 3 clusters Score -1158722 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1159080.750000 Penalty: 2762.879639
	Iteration 6F: 3 clusters Score -1159081 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1159469.000000 Penalty: 2762.879639
	Iteration 7F: 3 clusters Score -1159469 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1159850.125000 Penalty: 2762.879639
	Iteration 8Q: 3 clusters Score -1159850 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1160206.500000 Penalty: 2762.879639
	Iteration 9Q: 3 clusters Score -1160206 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1160499.250000 Penalty: 2762.879639
	Iteration 10Q: 3 clusters Score -1160499 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1160708.750000 Penalty: 2762.879639
	Iteration 11Q: 3 clusters Score -1160709 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1160842.125000 Penalty: 2762.879639
	Iteration 12Q: 3 clusters Score -1160842 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1160958.875000 Penalty: 2762.879639
	Iteration 13Q: 3 clusters Score -1160959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1161064.250000 Penalty: 2762.879639
	Iteration 14Q: 3 clusters Score -1161064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1161153.000000 Penalty: 2762.879639
	Iteration 15Q: 3 clusters Score -1161153 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1161217.000000 Penalty: 2762.879639
	Iteration 16Q: 3 clusters Score -1161217 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1161256.875000 Penalty: 2762.879639
	Iteration 17Q: 3 clusters Score -1161257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1161291.500000 Penalty: 2762.879639
	Iteration 18Q: 3 clusters Score -1161292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1161318.750000 Penalty: 2762.879639
	Iteration 19Q: 3 clusters Score -1161319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1161336.625000 Penalty: 2762.879639
	Iteration 20F: 3 clusters Score -1161337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1161348.000000 Penalty: 2762.879639
	Iteration 21Q: 3 clusters Score -1161348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1161356.125000 Penalty: 2762.879639
	Iteration 22Q: 3 clusters Score -1161356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1161366.625000 Penalty: 2762.879639
	Iteration 23Q: 3 clusters Score -1161367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1161377.875000 Penalty: 2762.879639
	Iteration 24Q: 3 clusters Score -1161378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1161382.375000 Penalty: 2762.879639
	Iteration 25Q: 3 clusters Score -1161382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1161385.375000 Penalty: 2762.879639
	Iteration 26Q: 3 clusters Score -1161385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1161388.000000 Penalty: 2762.879639
	Iteration 27Q: 3 clusters Score -1161388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1161388.375000 Penalty: 2762.879639
	Iteration 28Q: 3 clusters Score -1161388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1161392.250000 Penalty: 2762.879639
	Iteration 29Q: 3 clusters Score -1161392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1161393.125000 Penalty: 2762.879639
	Iteration 30Q: 3 clusters Score -1161393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1161393.000000 Penalty: 2762.879639
	Iteration 31Q: 3 clusters Score -1161393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1161393.000000 Penalty: 2762.879639
	Iteration 32F: 3 clusters Score -1161393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Entering Unmasked Estep 
Score: -5778556.000000 Penalty: 1608.222900
	Iteration 0F: 2 clusters Score -5778556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5746313.000000 Penalty: 3216.445801
	Iteration 0F: 3 clusters Score -5746313 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5758882.000000 Penalty: 3216.445801
	Iteration 1F: 3 clusters Score -5758882 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5759416.000000 Penalty: 3216.445801
	Iteration 2Q: 3 clusters Score -5759416 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5759888.500000 Penalty: 3216.445801
	Iteration 3Q: 3 clusters Score -5759888 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5760429.000000 Penalty: 3216.445801
	Iteration 4Q: 3 clusters Score -5760429 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5761166.500000 Penalty: 3216.445801
	Iteration 5Q: 3 clusters Score -5761166 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5762162.000000 Penalty: 3216.445801
	Iteration 6Q: 3 clusters Score -5762162 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -5763563.500000 Penalty: 3216.445801
	Iteration 7F: 3 clusters Score -5763564 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -5765561.500000 Penalty: 3216.445801
	Iteration 8F: 3 clusters Score -5765562 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5768049.500000 Penalty: 3216.445801
	Iteration 9F: 3 clusters Score -5768050 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5770524.000000 Penalty: 3216.445801
	Iteration 10F: 3 clusters Score -5770524 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5772616.500000 Penalty: 3216.445801
	Iteration 11F: 3 clusters Score -5772616 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -5774259.000000 Penalty: 3216.445801
	Iteration 12Q: 3 clusters Score -5774259 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -5775397.500000 Penalty: 3216.445801
	Iteration 13Q: 3 clusters Score -5775398 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5776127.000000 Penalty: 3216.445801
	Iteration 14Q: 3 clusters Score -5776127 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -5776564.000000 Penalty: 3216.445801
	Iteration 15Q: 3 clusters Score -5776564 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -5776837.000000 Penalty: 3216.445801
	Iteration 16Q: 3 clusters Score -5776837 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -5776989.500000 Penalty: 3216.445801
	Iteration 17Q: 3 clusters Score -5776990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -5777080.000000 Penalty: 3216.445801
	Iteration 18Q: 3 clusters Score -5777080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -5777134.000000 Penalty: 3216.445801
	Iteration 19Q: 3 clusters Score -5777134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -5777206.500000 Penalty: 3216.445801
	Iteration 20F: 3 clusters Score -5777206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5777231.000000 Penalty: 3216.445801
	Iteration 21Q: 3 clusters Score -5777231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -5777257.000000 Penalty: 3216.445801
	Iteration 22Q: 3 clusters Score -5777257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -5777276.500000 Penalty: 3216.445801
	Iteration 23Q: 3 clusters Score -5777276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -5777280.500000 Penalty: 3216.445801
	Iteration 24Q: 3 clusters Score -5777280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -5777295.500000 Penalty: 3216.445801
	Iteration 25Q: 3 clusters Score -5777296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -5777300.500000 Penalty: 3216.445801
	Iteration 26Q: 3 clusters Score -5777300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -5777308.500000 Penalty: 3216.445801
	Iteration 27Q: 3 clusters Score -5777308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5777312.000000 Penalty: 3216.445801
	Iteration 28Q: 3 clusters Score -5777312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -5777318.500000 Penalty: 3216.445801
	Iteration 29Q: 3 clusters Score -5777318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -5777323.500000 Penalty: 3216.445801
	Iteration 30Q: 3 clusters Score -5777324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -5777325.000000 Penalty: 3216.445801
	Iteration 31Q: 3 clusters Score -5777325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -5777327.500000 Penalty: 3216.445801
	Iteration 32Q: 3 clusters Score -5777328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -5777328.000000 Penalty: 3216.445801
	Iteration 33Q: 3 clusters Score -5777328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -5777328.000000 Penalty: 3216.445801
	Iteration 34F: 3 clusters Score -5777328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -2087810.000000 Penalty: 1454.244995
	Iteration 0F: 2 clusters Score -2087810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2076192.500000 Penalty: 2908.489990
	Iteration 0F: 3 clusters Score -2076192 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2080226.500000 Penalty: 2908.489990
	Iteration 1F: 3 clusters Score -2080226 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2080557.125000 Penalty: 2908.489990
	Iteration 2F: 3 clusters Score -2080557 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2080789.125000 Penalty: 2908.489990
	Iteration 3Q: 3 clusters Score -2080789 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2080985.375000 Penalty: 2908.489990
	Iteration 4Q: 3 clusters Score -2080985 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2081159.500000 Penalty: 2908.489990
	Iteration 5Q: 3 clusters Score -2081160 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2081335.750000 Penalty: 2908.489990
	Iteration 6Q: 3 clusters Score -2081336 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2081521.625000 Penalty: 2908.489990
	Iteration 7Q: 3 clusters Score -2081522 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2081765.250000 Penalty: 2908.489990
	Iteration 8Q: 3 clusters Score -2081765 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2082090.875000 Penalty: 2908.489990
	Iteration 9Q: 3 clusters Score -2082091 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2082467.375000 Penalty: 2908.489990
	Iteration 10Q: 3 clusters Score -2082467 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2082883.500000 Penalty: 2908.489990
	Iteration 11Q: 3 clusters Score -2082884 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2083296.875000 Penalty: 2908.489990
	Iteration 12Q: 3 clusters Score -2083297 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2083668.625000 Penalty: 2908.489990
	Iteration 13Q: 3 clusters Score -2083669 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2083950.500000 Penalty: 2908.489990
	Iteration 14Q: 3 clusters Score -2083950 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2084135.750000 Penalty: 2908.489990
	Iteration 15Q: 3 clusters Score -2084136 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2084281.500000 Penalty: 2908.489990
	Iteration 16Q: 3 clusters Score -2084282 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2084409.625000 Penalty: 2908.489990
	Iteration 17Q: 3 clusters Score -2084410 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2084502.250000 Penalty: 2908.489990
	Iteration 18Q: 3 clusters Score -2084502 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2084590.875000 Penalty: 2908.489990
	Iteration 19Q: 3 clusters Score -2084591 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2084686.000000 Penalty: 2908.489990
	Iteration 20F: 3 clusters Score -2084686 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2084770.750000 Penalty: 2908.489990
	Iteration 21Q: 3 clusters Score -2084771 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2084867.500000 Penalty: 2908.489990
	Iteration 22Q: 3 clusters Score -2084868 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2084949.500000 Penalty: 2908.489990
	Iteration 23Q: 3 clusters Score -2084950 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2085038.250000 Penalty: 2908.489990
	Iteration 24Q: 3 clusters Score -2085038 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2085143.625000 Penalty: 2908.489990
	Iteration 25Q: 3 clusters Score -2085144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2085251.125000 Penalty: 2908.489990
	Iteration 26Q: 3 clusters Score -2085251 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2085368.250000 Penalty: 2908.489990
	Iteration 27Q: 3 clusters Score -2085368 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2085507.125000 Penalty: 2908.489990
	Iteration 28Q: 3 clusters Score -2085507 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2085637.625000 Penalty: 2908.489990
	Iteration 29Q: 3 clusters Score -2085638 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2085760.250000 Penalty: 2908.489990
	Iteration 30Q: 3 clusters Score -2085760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2085867.250000 Penalty: 2908.489990
	Iteration 31Q: 3 clusters Score -2085867 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2085974.000000 Penalty: 2908.489990
	Iteration 32Q: 3 clusters Score -2085974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2086095.750000 Penalty: 2908.489990
	Iteration 33Q: 3 clusters Score -2086096 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2086206.000000 Penalty: 2908.489990
	Iteration 34Q: 3 clusters Score -2086206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2086289.250000 Penalty: 2908.489990
	Iteration 35Q: 3 clusters Score -2086289 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2086367.875000 Penalty: 2908.489990
	Iteration 36Q: 3 clusters Score -2086368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2086414.125000 Penalty: 2908.489990
	Iteration 37Q: 3 clusters Score -2086414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2086453.375000 Penalty: 2908.489990
	Iteration 38Q: 3 clusters Score -2086453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2086495.000000 Penalty: 2908.489990
	Iteration 39Q: 3 clusters Score -2086495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2086528.375000 Penalty: 2908.489990
	Iteration 40F: 3 clusters Score -2086528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2086564.250000 Penalty: 2908.489990
	Iteration 41Q: 3 clusters Score -2086564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2086596.250000 Penalty: 2908.489990
	Iteration 42Q: 3 clusters Score -2086596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2086612.625000 Penalty: 2908.489990
	Iteration 43Q: 3 clusters Score -2086613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2086624.625000 Penalty: 2908.489990
	Iteration 44Q: 3 clusters Score -2086625 nChanged 15
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: -2086631.250000 Penalty: 2908.489990
	Iteration 45Q: 3 clusters Score -2086631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2086635.500000 Penalty: 2908.489990
	Iteration 46Q: 3 clusters Score -2086636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2086647.500000 Penalty: 2908.489990
	Iteration 47Q: 3 clusters Score -2086648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2086652.125000 Penalty: 2908.489990
	Iteration 48Q: 3 clusters Score -2086652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2086654.625000 Penalty: 2908.489990
	Iteration 49Q: 3 clusters Score -2086655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2086657.000000 Penalty: 2908.489990
	Iteration 50Q: 3 clusters Score -2086657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2086657.000000 Penalty: 2908.489990
	Iteration 51F: 3 clusters Score -2086657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -532593.937500 Penalty: 1261.098022
	Iteration 0F: 2 clusters Score -532593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -529037.437500 Penalty: 2522.196045
	Iteration 0F: 3 clusters Score -529037.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -530053.125000 Penalty: 2522.196045
	Iteration 1F: 3 clusters Score -530053.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -530235.937500 Penalty: 2522.196045
	Iteration 2F: 3 clusters Score -530235.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -530362.625000 Penalty: 2522.196045
	Iteration 3F: 3 clusters Score -530362.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -530481.312500 Penalty: 2522.196045
	Iteration 4Q: 3 clusters Score -530481.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -530581.500000 Penalty: 2522.196045
	Iteration 5Q: 3 clusters Score -530581.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -530652.312500 Penalty: 2522.196045
	Iteration 6Q: 3 clusters Score -530652.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -530707.687500 Penalty: 2522.196045
	Iteration 7Q: 3 clusters Score -530707.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -530752.750000 Penalty: 2522.196045
	Iteration 8Q: 3 clusters Score -530752.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -530794.437500 Penalty: 2522.196045
	Iteration 9Q: 3 clusters Score -530794.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -530829.187500 Penalty: 2522.196045
	Iteration 10Q: 3 clusters Score -530829.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -530873.125000 Penalty: 2522.196045
	Iteration 11Q: 3 clusters Score -530873.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -530916.562500 Penalty: 2522.196045
	Iteration 12Q: 3 clusters Score -530916.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -530964.312500 Penalty: 2522.196045
	Iteration 13Q: 3 clusters Score -530964.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -531016.062500 Penalty: 2522.196045
	Iteration 14Q: 3 clusters Score -531016.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -531080.375000 Penalty: 2522.196045
	Iteration 15Q: 3 clusters Score -531080.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -531132.937500 Penalty: 2522.196045
	Iteration 16Q: 3 clusters Score -531132.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -531185.625000 Penalty: 2522.196045
	Iteration 17Q: 3 clusters Score -531185.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -531223.187500 Penalty: 2522.196045
	Iteration 18Q: 3 clusters Score -531223.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -531258.312500 Penalty: 2522.196045
	Iteration 19Q: 3 clusters Score -531258.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -531297.562500 Penalty: 2522.196045
	Iteration 20F: 3 clusters Score -531297.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -531332.062500 Penalty: 2522.196045
	Iteration 21Q: 3 clusters Score -531332.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -531361.500000 Penalty: 2522.196045
	Iteration 22Q: 3 clusters Score -531361.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -531385.375000 Penalty: 2522.196045
	Iteration 23Q: 3 clusters Score -531385.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -531408.375000 Penalty: 2522.196045
	Iteration 24Q: 3 clusters Score -531408.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -531433.625000 Penalty: 2522.196045
	Iteration 25Q: 3 clusters Score -531433.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -531446.937500 Penalty: 2522.196045
	Iteration 26Q: 3 clusters Score -531446.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -531465.812500 Penalty: 2522.196045
	Iteration 27Q: 3 clusters Score -531465.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -531480.500000 Penalty: 2522.196045
	Iteration 28Q: 3 clusters Score -531480.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -531494.687500 Penalty: 2522.196045
	Iteration 29Q: 3 clusters Score -531494.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -531508.937500 Penalty: 2522.196045
	Iteration 30Q: 3 clusters Score -531508.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -531520.250000 Penalty: 2522.196045
	Iteration 31Q: 3 clusters Score -531520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -531529.687500 Penalty: 2522.196045
	Iteration 32Q: 3 clusters Score -531529.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -531544.187500 Penalty: 2522.196045
	Iteration 33Q: 3 clusters Score -531544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -531555.000000 Penalty: 2522.196045
	Iteration 34Q: 3 clusters Score -531555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -531563.250000 Penalty: 2522.196045
	Iteration 35Q: 3 clusters Score -531563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -531568.625000 Penalty: 2522.196045
	Iteration 36Q: 3 clusters Score -531568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -531577.312500 Penalty: 2522.196045
	Iteration 37Q: 3 clusters Score -531577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -531576.875000 Penalty: 2522.196045
	Iteration 38Q: 3 clusters Score -531576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -531581.062500 Penalty: 2522.196045
	Iteration 39Q: 3 clusters Score -531581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -531585.062500 Penalty: 2522.196045
	Iteration 40F: 3 clusters Score -531585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -531588.062500 Penalty: 2522.196045
	Iteration 41Q: 3 clusters Score -531588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -531592.625000 Penalty: 2522.196045
	Iteration 42Q: 3 clusters Score -531592.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -531600.687500 Penalty: 2522.196045
	Iteration 43Q: 3 clusters Score -531600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -531605.625000 Penalty: 2522.196045
	Iteration 44Q: 3 clusters Score -531605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -531613.750000 Penalty: 2522.196045
	Iteration 45Q: 3 clusters Score -531613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -531618.125000 Penalty: 2522.196045
	Iteration 46Q: 3 clusters Score -531618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -531623.125000 Penalty: 2522.196045
	Iteration 47Q: 3 clusters Score -531623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -531623.125000 Penalty: 2522.196045
	Iteration 48F: 3 clusters Score -531623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -773719.375000 Penalty: 1315.671997
	Iteration 0F: 2 clusters Score -773719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -768862.250000 Penalty: 2631.343994
	Iteration 0F: 3 clusters Score -768862.2 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -770345.187500 Penalty: 2631.343994
	Iteration 1F: 3 clusters Score -770345.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -770591.812500 Penalty: 2631.343994
	Iteration 2F: 3 clusters Score -770591.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -770791.500000 Penalty: 2631.343994
	Iteration 3F: 3 clusters Score -770791.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -770928.312500 Penalty: 2631.343994
	Iteration 4Q: 3 clusters Score -770928.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -771042.812500 Penalty: 2631.343994
	Iteration 5Q: 3 clusters Score -771042.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -771165.187500 Penalty: 2631.343994
	Iteration 6Q: 3 clusters Score -771165.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -771290.250000 Penalty: 2631.343994
	Iteration 7Q: 3 clusters Score -771290.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -771395.500000 Penalty: 2631.343994
	Iteration 8Q: 3 clusters Score -771395.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -771488.062500 Penalty: 2631.343994
	Iteration 9Q: 3 clusters Score -771488.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -771570.312500 Penalty: 2631.343994
	Iteration 10Q: 3 clusters Score -771570.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -771644.312500 Penalty: 2631.343994
	Iteration 11Q: 3 clusters Score -771644.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -771720.812500 Penalty: 2631.343994
	Iteration 12Q: 3 clusters Score -771720.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -771809.312500 Penalty: 2631.343994
	Iteration 13Q: 3 clusters Score -771809.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -771910.875000 Penalty: 2631.343994
	Iteration 14Q: 3 clusters Score -771910.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -771993.937500 Penalty: 2631.343994
	Iteration 15Q: 3 clusters Score -771993.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -772058.562500 Penalty: 2631.343994
	Iteration 16Q: 3 clusters Score -772058.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -772114.812500 Penalty: 2631.343994
	Iteration 17Q: 3 clusters Score -772114.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -772171.312500 Penalty: 2631.343994
	Iteration 18Q: 3 clusters Score -772171.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -772227.562500 Penalty: 2631.343994
	Iteration 19Q: 3 clusters Score -772227.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -772278.250000 Penalty: 2631.343994
	Iteration 20F: 3 clusters Score -772278.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -772315.687500 Penalty: 2631.343994
	Iteration 21Q: 3 clusters Score -772315.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -772337.875000 Penalty: 2631.343994
	Iteration 22Q: 3 clusters Score -772337.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -772356.750000 Penalty: 2631.343994
	Iteration 23Q: 3 clusters Score -772356.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -772374.125000 Penalty: 2631.343994
	Iteration 24Q: 3 clusters Score -772374.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -772394.375000 Penalty: 2631.343994
	Iteration 25Q: 3 clusters Score -772394.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -772403.937500 Penalty: 2631.343994
	Iteration 26Q: 3 clusters Score -772403.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -772411.187500 Penalty: 2631.343994
	Iteration 27Q: 3 clusters Score -772411.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -772417.812500 Penalty: 2631.343994
	Iteration 28Q: 3 clusters Score -772417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -772427.437500 Penalty: 2631.343994
	Iteration 29Q: 3 clusters Score -772427.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -772439.687500 Penalty: 2631.343994
	Iteration 30Q: 3 clusters Score -772439.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -772450.500000 Penalty: 2631.343994
	Iteration 31Q: 3 clusters Score -772450.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -772459.937500 Penalty: 2631.343994
	Iteration 32Q: 3 clusters Score -772459.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -772472.375000 Penalty: 2631.343994
	Iteration 33Q: 3 clusters Score -772472.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -772482.562500 Penalty: 2631.343994
	Iteration 34Q: 3 clusters Score -772482.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -772494.812500 Penalty: 2631.343994
	Iteration 35Q: 3 clusters Score -772494.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -772508.437500 Penalty: 2631.343994
	Iteration 36Q: 3 clusters Score -772508.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -772519.500000 Penalty: 2631.343994
	Iteration 37Q: 3 clusters Score -772519.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -772525.750000 Penalty: 2631.343994
	Iteration 38Q: 3 clusters Score -772525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -772528.312500 Penalty: 2631.343994
	Iteration 39Q: 3 clusters Score -772528.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -772532.562500 Penalty: 2631.343994
	Iteration 40F: 3 clusters Score -772532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -772532.937500 Penalty: 2631.343994
	Iteration 41Q: 3 clusters Score -772532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -772536.625000 Penalty: 2631.343994
	Iteration 42Q: 3 clusters Score -772536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -772536.125000 Penalty: 2631.343994
	Iteration 43Q: 3 clusters Score -772536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -772538.625000 Penalty: 2631.343994
	Iteration 44Q: 3 clusters Score -772538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -772538.062500 Penalty: 2631.343994
	Iteration 45Q: 3 clusters Score -772538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -772540.937500 Penalty: 2631.343994
	Iteration 46Q: 3 clusters Score -772540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -772542.000000 Penalty: 2631.343994
	Iteration 47Q: 3 clusters Score -772542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -772544.125000 Penalty: 2631.343994
	Iteration 48Q: 3 clusters Score -772544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -772543.937500 Penalty: 2631.343994
	Iteration 49Q: 3 clusters Score -772543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -772545.500000 Penalty: 2631.343994
	Iteration 50Q: 3 clusters Score -772545.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -772547.375000 Penalty: 2631.343994
	Iteration 51Q: 3 clusters Score -772547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -772547.812500 Penalty: 2631.343994
	Iteration 52Q: 3 clusters Score -772547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -772549.937500 Penalty: 2631.343994
	Iteration 53Q: 3 clusters Score -772549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772548.687500 Penalty: 2631.343994
	Iteration 54Q: 3 clusters Score -772548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772550.000000 Penalty: 2631.343994
	Iteration 55Q: 3 clusters Score -772550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -772550.312500 Penalty: 2631.343994
	Iteration 56Q: 3 clusters Score -772550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -772551.187500 Penalty: 2631.343994
	Iteration 57Q: 3 clusters Score -772551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -772550.062500 Penalty: 2631.343994
	Iteration 58Q: 3 clusters Score -772550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772551.437500 Penalty: 2631.343994
	Iteration 59Q: 3 clusters Score -772551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -772552.750000 Penalty: 2631.343994
	Iteration 60F: 3 clusters Score -772552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -772554.875000 Penalty: 2631.343994
	Iteration 61Q: 3 clusters Score -772554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -772553.000000 Penalty: 2631.343994
	Iteration 62Q: 3 clusters Score -772553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -772554.625000 Penalty: 2631.343994
	Iteration 63Q: 3 clusters Score -772554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -772556.562500 Penalty: 2631.343994
	Iteration 64Q: 3 clusters Score -772556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772556.437500 Penalty: 2631.343994
	Iteration 65Q: 3 clusters Score -772556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -772558.687500 Penalty: 2631.343994
	Iteration 66Q: 3 clusters Score -772558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -772561.125000 Penalty: 2631.343994
	Iteration 67Q: 3 clusters Score -772561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -772560.875000 Penalty: 2631.343994
	Iteration 68Q: 3 clusters Score -772560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -772563.125000 Penalty: 2631.343994
	Iteration 69Q: 3 clusters Score -772563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -772563.500000 Penalty: 2631.343994
	Iteration 70Q: 3 clusters Score -772563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -772564.312500 Penalty: 2631.343994
	Iteration 71Q: 3 clusters Score -772564.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -772569.250000 Penalty: 2631.343994
	Iteration 72Q: 3 clusters Score -772569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -772572.375000 Penalty: 2631.343994
	Iteration 73Q: 3 clusters Score -772572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -772577.125000 Penalty: 2631.343994
	Iteration 74Q: 3 clusters Score -772577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -772583.187500 Penalty: 2631.343994
	Iteration 75Q: 3 clusters Score -772583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -772583.375000 Penalty: 2631.343994
	Iteration 76Q: 3 clusters Score -772583.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -772588.187500 Penalty: 2631.343994
	Iteration 77Q: 3 clusters Score -772588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -772591.250000 Penalty: 2631.343994
	Iteration 78Q: 3 clusters Score -772591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -772591.875000 Penalty: 2631.343994
	Iteration 79Q: 3 clusters Score -772591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -772593.687500 Penalty: 2631.343994
	Iteration 80F: 3 clusters Score -772593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -772595.625000 Penalty: 2631.343994
	Iteration 81Q: 3 clusters Score -772595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -772595.125000 Penalty: 2631.343994
	Iteration 82Q: 3 clusters Score -772595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -772594.812500 Penalty: 2631.343994
	Iteration 83Q: 3 clusters Score -772594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -772596.000000 Penalty: 2631.343994
	Iteration 84Q: 3 clusters Score -772596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -772596.937500 Penalty: 2631.343994
	Iteration 85Q: 3 clusters Score -772596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -772596.437500 Penalty: 2631.343994
	Iteration 86Q: 3 clusters Score -772596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772596.812500 Penalty: 2631.343994
	Iteration 87Q: 3 clusters Score -772596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772596.875000 Penalty: 2631.343994
	Iteration 88Q: 3 clusters Score -772596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -772597.125000 Penalty: 2631.343994
	Iteration 89Q: 3 clusters Score -772597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -772597.125000 Penalty: 2631.343994
	Iteration 90Q: 3 clusters Score -772597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -772597.125000 Penalty: 2631.343994
	Iteration 91F: 3 clusters Score -772597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1561729.000000 Penalty: 1420.916016
	Iteration 0F: 2 clusters Score -1561729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1552406.000000 Penalty: 2841.832031
	Iteration 0F: 3 clusters Score -1552406 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1555682.000000 Penalty: 2841.832031
	Iteration 1F: 3 clusters Score -1555682 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1556062.625000 Penalty: 2841.832031
	Iteration 2F: 3 clusters Score -1556063 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1556330.875000 Penalty: 2841.832031
	Iteration 3Q: 3 clusters Score -1556331 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1556574.375000 Penalty: 2841.832031
	Iteration 4Q: 3 clusters Score -1556574 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1556809.500000 Penalty: 2841.832031
	Iteration 5Q: 3 clusters Score -1556810 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1557012.250000 Penalty: 2841.832031
	Iteration 6Q: 3 clusters Score -1557012 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1557232.375000 Penalty: 2841.832031
	Iteration 7Q: 3 clusters Score -1557232 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1557486.125000 Penalty: 2841.832031
	Iteration 8Q: 3 clusters Score -1557486 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1557756.375000 Penalty: 2841.832031
	Iteration 9Q: 3 clusters Score -1557756 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1558080.625000 Penalty: 2841.832031
	Iteration 10Q: 3 clusters Score -1558081 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1558420.875000 Penalty: 2841.832031
	Iteration 11Q: 3 clusters Score -1558421 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1558800.750000 Penalty: 2841.832031
	Iteration 12Q: 3 clusters Score -1558801 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1559156.625000 Penalty: 2841.832031
	Iteration 13Q: 3 clusters Score -1559157 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1559470.250000 Penalty: 2841.832031
	Iteration 14Q: 3 clusters Score -1559470 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1559754.375000 Penalty: 2841.832031
	Iteration 15Q: 3 clusters Score -1559754 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1559959.250000 Penalty: 2841.832031
	Iteration 16Q: 3 clusters Score -1559959 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1560159.750000 Penalty: 2841.832031
	Iteration 17Q: 3 clusters Score -1560160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1560343.250000 Penalty: 2841.832031
	Iteration 18Q: 3 clusters Score -1560343 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1560476.625000 Penalty: 2841.832031
	Iteration 19Q: 3 clusters Score -1560477 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1560591.250000 Penalty: 2841.832031
	Iteration 20F: 3 clusters Score -1560591 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1560685.375000 Penalty: 2841.832031
	Iteration 21Q: 3 clusters Score -1560685 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1560752.250000 Penalty: 2841.832031
	Iteration 22Q: 3 clusters Score -1560752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1560810.875000 Penalty: 2841.832031
	Iteration 23Q: 3 clusters Score -1560811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1560850.750000 Penalty: 2841.832031
	Iteration 24Q: 3 clusters Score -1560851 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1560880.000000 Penalty: 2841.832031
	Iteration 25Q: 3 clusters Score -1560880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1560894.000000 Penalty: 2841.832031
	Iteration 26Q: 3 clusters Score -1560894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1560902.250000 Penalty: 2841.832031
	Iteration 27Q: 3 clusters Score -1560902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1560909.500000 Penalty: 2841.832031
	Iteration 28Q: 3 clusters Score -1560910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1560923.625000 Penalty: 2841.832031
	Iteration 29Q: 3 clusters Score -1560924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1560929.375000 Penalty: 2841.832031
	Iteration 30Q: 3 clusters Score -1560929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1560933.000000 Penalty: 2841.832031
	Iteration 31Q: 3 clusters Score -1560933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1560938.750000 Penalty: 2841.832031
	Iteration 32Q: 3 clusters Score -1560939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1560943.000000 Penalty: 2841.832031
	Iteration 33Q: 3 clusters Score -1560943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1560949.750000 Penalty: 2841.832031
	Iteration 34Q: 3 clusters Score -1560950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1560958.875000 Penalty: 2841.832031
	Iteration 35Q: 3 clusters Score -1560959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1560959.875000 Penalty: 2841.832031
	Iteration 36Q: 3 clusters Score -1560960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1560960.875000 Penalty: 2841.832031
	Iteration 37Q: 3 clusters Score -1560961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1560965.250000 Penalty: 2841.832031
	Iteration 38Q: 3 clusters Score -1560965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1560969.500000 Penalty: 2841.832031
	Iteration 39Q: 3 clusters Score -1560970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1560975.125000 Penalty: 2841.832031
	Iteration 40F: 3 clusters Score -1560975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1560973.750000 Penalty: 2841.832031
	Iteration 41Q: 3 clusters Score -1560974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1560975.625000 Penalty: 2841.832031
	Iteration 42Q: 3 clusters Score -1560976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1560973.000000 Penalty: 2841.832031
	Iteration 43Q: 3 clusters Score -1560973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1560972.625000 Penalty: 2841.832031
	Iteration 44Q: 3 clusters Score -1560973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1560971.625000 Penalty: 2841.832031
	Iteration 45Q: 3 clusters Score -1560972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1560973.500000 Penalty: 2841.832031
	Iteration 46Q: 3 clusters Score -1560974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1560973.750000 Penalty: 2841.832031
	Iteration 47Q: 3 clusters Score -1560974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1560976.125000 Penalty: 2841.832031
	Iteration 48Q: 3 clusters Score -1560976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1560973.250000 Penalty: 2841.832031
	Iteration 49Q: 3 clusters Score -1560973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1560974.625000 Penalty: 2841.832031
	Iteration 50Q: 3 clusters Score -1560975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1560975.000000 Penalty: 2841.832031
	Iteration 51Q: 3 clusters Score -1560975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1560977.750000 Penalty: 2841.832031
	Iteration 52Q: 3 clusters Score -1560978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1560980.750000 Penalty: 2841.832031
	Iteration 53Q: 3 clusters Score -1560981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1560977.750000 Penalty: 2841.832031
	Iteration 54Q: 3 clusters Score -1560978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1560979.625000 Penalty: 2841.832031
	Iteration 55Q: 3 clusters Score -1560980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1560982.000000 Penalty: 2841.832031
	Iteration 56Q: 3 clusters Score -1560982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1560981.250000 Penalty: 2841.832031
	Iteration 57Q: 3 clusters Score -1560981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1560981.250000 Penalty: 2841.832031
	Iteration 58F: 3 clusters Score -1560981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -37106.753906 Penalty: 932.559448
	Iteration 0F: 2 clusters Score -37106.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36170.894531 Penalty: 1865.118896
	Iteration 0F: 3 clusters Score -36170.89 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36480.027344 Penalty: 1865.118896
	Iteration 1F: 3 clusters Score -36480.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36696.035156 Penalty: 1865.118896
	Iteration 2F: 3 clusters Score -36696.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36818.562500 Penalty: 1865.118896
	Iteration 3Q: 3 clusters Score -36818.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36876.394531 Penalty: 1865.118896
	Iteration 4Q: 3 clusters Score -36876.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36919.937500 Penalty: 1865.118896
	Iteration 5Q: 3 clusters Score -36919.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36961.269531 Penalty: 1865.118896
	Iteration 6Q: 3 clusters Score -36961.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36976.988281 Penalty: 1865.118896
	Iteration 7Q: 3 clusters Score -36976.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36991.515625 Penalty: 1865.118896
	Iteration 8Q: 3 clusters Score -36991.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36997.484375 Penalty: 1865.118896
	Iteration 9Q: 3 clusters Score -36997.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37004.671875 Penalty: 1865.118896
	Iteration 10Q: 3 clusters Score -37004.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37006.156250 Penalty: 1865.118896
	Iteration 11Q: 3 clusters Score -37006.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37006.156250 Penalty: 1865.118896
	Iteration 12F: 3 clusters Score -37006.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -498057.312500 Penalty: 1248.133789
	Iteration 0F: 2 clusters Score -498057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -494739.593750 Penalty: 2496.267578
	Iteration 0F: 3 clusters Score -494739.6 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -495610.437500 Penalty: 2496.267578
	Iteration 1F: 3 clusters Score -495610.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -495800.312500 Penalty: 2496.267578
	Iteration 2F: 3 clusters Score -495800.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -495912.656250 Penalty: 2496.267578
	Iteration 3F: 3 clusters Score -495912.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -495976.125000 Penalty: 2496.267578
	Iteration 4Q: 3 clusters Score -495976.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -496020.031250 Penalty: 2496.267578
	Iteration 5Q: 3 clusters Score -496020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -496050.125000 Penalty: 2496.267578
	Iteration 6Q: 3 clusters Score -496050.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -496080.843750 Penalty: 2496.267578
	Iteration 7Q: 3 clusters Score -496080.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -496107.218750 Penalty: 2496.267578
	Iteration 8Q: 3 clusters Score -496107.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -496133.281250 Penalty: 2496.267578
	Iteration 9Q: 3 clusters Score -496133.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -496152.625000 Penalty: 2496.267578
	Iteration 10Q: 3 clusters Score -496152.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -496169.125000 Penalty: 2496.267578
	Iteration 11Q: 3 clusters Score -496169.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -496187.343750 Penalty: 2496.267578
	Iteration 12Q: 3 clusters Score -496187.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -496203.468750 Penalty: 2496.267578
	Iteration 13Q: 3 clusters Score -496203.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -496218.531250 Penalty: 2496.267578
	Iteration 14Q: 3 clusters Score -496218.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496229.562500 Penalty: 2496.267578
	Iteration 15Q: 3 clusters Score -496229.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -496238.656250 Penalty: 2496.267578
	Iteration 16Q: 3 clusters Score -496238.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496243.375000 Penalty: 2496.267578
	Iteration 17Q: 3 clusters Score -496243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -496250.125000 Penalty: 2496.267578
	Iteration 18Q: 3 clusters Score -496250.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -496256.250000 Penalty: 2496.267578
	Iteration 19Q: 3 clusters Score -496256.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -496263.531250 Penalty: 2496.267578
	Iteration 20F: 3 clusters Score -496263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -496269.968750 Penalty: 2496.267578
	Iteration 21Q: 3 clusters Score -496270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -496281.218750 Penalty: 2496.267578
	Iteration 22Q: 3 clusters Score -496281.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -496288.656250 Penalty: 2496.267578
	Iteration 23Q: 3 clusters Score -496288.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -496295.906250 Penalty: 2496.267578
	Iteration 24Q: 3 clusters Score -496295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -496303.875000 Penalty: 2496.267578
	Iteration 25Q: 3 clusters Score -496303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496312.750000 Penalty: 2496.267578
	Iteration 26Q: 3 clusters Score -496312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496323.343750 Penalty: 2496.267578
	Iteration 27Q: 3 clusters Score -496323.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -496333.843750 Penalty: 2496.267578
	Iteration 28Q: 3 clusters Score -496333.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496342.812500 Penalty: 2496.267578
	Iteration 29Q: 3 clusters Score -496342.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496351.812500 Penalty: 2496.267578
	Iteration 30Q: 3 clusters Score -496351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -496356.468750 Penalty: 2496.267578
	Iteration 31Q: 3 clusters Score -496356.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -496363.656250 Penalty: 2496.267578
	Iteration 32Q: 3 clusters Score -496363.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -496368.250000 Penalty: 2496.267578
	Iteration 33Q: 3 clusters Score -496368.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -496373.437500 Penalty: 2496.267578
	Iteration 34Q: 3 clusters Score -496373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -496377.156250 Penalty: 2496.267578
	Iteration 35Q: 3 clusters Score -496377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -496380.250000 Penalty: 2496.267578
	Iteration 36Q: 3 clusters Score -496380.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -496386.312500 Penalty: 2496.267578
	Iteration 37Q: 3 clusters Score -496386.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -496388.937500 Penalty: 2496.267578
	Iteration 38Q: 3 clusters Score -496388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -496394.031250 Penalty: 2496.267578
	Iteration 39Q: 3 clusters Score -496394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -496394.968750 Penalty: 2496.267578
	Iteration 40F: 3 clusters Score -496395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -496396.343750 Penalty: 2496.267578
	Iteration 41Q: 3 clusters Score -496396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496397.937500 Penalty: 2496.267578
	Iteration 42Q: 3 clusters Score -496397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496401.062500 Penalty: 2496.267578
	Iteration 43Q: 3 clusters Score -496401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496403.500000 Penalty: 2496.267578
	Iteration 44Q: 3 clusters Score -496403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496404.531250 Penalty: 2496.267578
	Iteration 45Q: 3 clusters Score -496404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -496406.343750 Penalty: 2496.267578
	Iteration 46Q: 3 clusters Score -496406.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -496410.281250 Penalty: 2496.267578
	Iteration 47Q: 3 clusters Score -496410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496413.437500 Penalty: 2496.267578
	Iteration 48Q: 3 clusters Score -496413.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -496416.843750 Penalty: 2496.267578
	Iteration 49Q: 3 clusters Score -496416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496418.312500 Penalty: 2496.267578
	Iteration 50Q: 3 clusters Score -496418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496420.343750 Penalty: 2496.267578
	Iteration 51Q: 3 clusters Score -496420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -496421.906250 Penalty: 2496.267578
	Iteration 52Q: 3 clusters Score -496421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -496422.875000 Penalty: 2496.267578
	Iteration 53Q: 3 clusters Score -496422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -496424.906250 Penalty: 2496.267578
	Iteration 54Q: 3 clusters Score -496424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -496425.656250 Penalty: 2496.267578
	Iteration 55Q: 3 clusters Score -496425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -496425.250000 Penalty: 2496.267578
	Iteration 56Q: 3 clusters Score -496425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496425.781250 Penalty: 2496.267578
	Iteration 57Q: 3 clusters Score -496425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496425.781250 Penalty: 2496.267578
	Iteration 58F: 3 clusters Score -496425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Entering Unmasked Estep 
Score: -2278673.250000 Penalty: 1474.677002
	Iteration 0F: 2 clusters Score -2278673 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 10117 members 
Entering Unmasked Estep 
Score: -2265543.250000 Penalty: 2949.354004
	Iteration 0F: 3 clusters Score -2265543 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2270188.000000 Penalty: 2949.354004
	Iteration 1F: 3 clusters Score -2270188 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2270612.750000 Penalty: 2949.354004
	Iteration 2F: 3 clusters Score -2270613 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2270933.750000 Penalty: 2949.354004
	Iteration 3Q: 3 clusters Score -2270934 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2271258.250000 Penalty: 2949.354004
	Iteration 4Q: 3 clusters Score -2271258 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2271637.750000 Penalty: 2949.354004
	Iteration 5Q: 3 clusters Score -2271638 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2272129.750000 Penalty: 2949.354004
	Iteration 6Q: 3 clusters Score -2272130 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2272697.750000 Penalty: 2949.354004
	Iteration 7Q: 3 clusters Score -2272698 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2273392.000000 Penalty: 2949.354004
	Iteration 8F: 3 clusters Score -2273392 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2274168.250000 Penalty: 2949.354004
	Iteration 9F: 3 clusters Score -2274168 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2275026.250000 Penalty: 2949.354004
	Iteration 10F: 3 clusters Score -2275026 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2275723.750000 Penalty: 2949.354004
	Iteration 11Q: 3 clusters Score -2275724 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2276258.000000 Penalty: 2949.354004
	Iteration 12Q: 3 clusters Score -2276258 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2276634.000000 Penalty: 2949.354004
	Iteration 13Q: 3 clusters Score -2276634 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2276907.000000 Penalty: 2949.354004
	Iteration 14Q: 3 clusters Score -2276907 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2277097.500000 Penalty: 2949.354004
	Iteration 15Q: 3 clusters Score -2277098 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2277222.500000 Penalty: 2949.354004
	Iteration 16Q: 3 clusters Score -2277222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2277295.000000 Penalty: 2949.354004
	Iteration 17Q: 3 clusters Score -2277295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2277356.250000 Penalty: 2949.354004
	Iteration 18Q: 3 clusters Score -2277356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2277393.500000 Penalty: 2949.354004
	Iteration 19Q: 3 clusters Score -2277394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2277423.750000 Penalty: 2949.354004
	Iteration 20F: 3 clusters Score -2277424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2277435.750000 Penalty: 2949.354004
	Iteration 21Q: 3 clusters Score -2277436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2277450.250000 Penalty: 2949.354004
	Iteration 22Q: 3 clusters Score -2277450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2277458.750000 Penalty: 2949.354004
	Iteration 23Q: 3 clusters Score -2277459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2277471.750000 Penalty: 2949.354004
	Iteration 24Q: 3 clusters Score -2277472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2277473.250000 Penalty: 2949.354004
	Iteration 25Q: 3 clusters Score -2277473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2277475.250000 Penalty: 2949.354004
	Iteration 26Q: 3 clusters Score -2277475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2277476.750000 Penalty: 2949.354004
	Iteration 27Q: 3 clusters Score -2277477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2277486.250000 Penalty: 2949.354004
	Iteration 28Q: 3 clusters Score -2277486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2277493.000000 Penalty: 2949.354004
	Iteration 29Q: 3 clusters Score -2277493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2277500.500000 Penalty: 2949.354004
	Iteration 30Q: 3 clusters Score -2277500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2277504.500000 Penalty: 2949.354004
	Iteration 31Q: 3 clusters Score -2277504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2277503.750000 Penalty: 2949.354004
	Iteration 32Q: 3 clusters Score -2277504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2277504.000000 Penalty: 2949.354004
	Iteration 33Q: 3 clusters Score -2277504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2277504.000000 Penalty: 2949.354004
	Iteration 34F: 3 clusters Score -2277504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -817240.312500 Penalty: 1337.183228
	Iteration 0F: 2 clusters Score -817240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -811863.750000 Penalty: 2674.366455
	Iteration 0F: 3 clusters Score -811863.8 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -813796.437500 Penalty: 2674.366455
	Iteration 1F: 3 clusters Score -813796.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -814191.875000 Penalty: 2674.366455
	Iteration 2F: 3 clusters Score -814191.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -814527.062500 Penalty: 2674.366455
	Iteration 3F: 3 clusters Score -814527.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -814826.500000 Penalty: 2674.366455
	Iteration 4F: 3 clusters Score -814826.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -815056.312500 Penalty: 2674.366455
	Iteration 5Q: 3 clusters Score -815056.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -815248.187500 Penalty: 2674.366455
	Iteration 6Q: 3 clusters Score -815248.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -815398.687500 Penalty: 2674.366455
	Iteration 7Q: 3 clusters Score -815398.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -815526.437500 Penalty: 2674.366455
	Iteration 8Q: 3 clusters Score -815526.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -815620.000000 Penalty: 2674.366455
	Iteration 9Q: 3 clusters Score -815620 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -815708.312500 Penalty: 2674.366455
	Iteration 10Q: 3 clusters Score -815708.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -815781.437500 Penalty: 2674.366455
	Iteration 11Q: 3 clusters Score -815781.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -815847.437500 Penalty: 2674.366455
	Iteration 12Q: 3 clusters Score -815847.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -815918.312500 Penalty: 2674.366455
	Iteration 13Q: 3 clusters Score -815918.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -816004.375000 Penalty: 2674.366455
	Iteration 14Q: 3 clusters Score -816004.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -816093.312500 Penalty: 2674.366455
	Iteration 15Q: 3 clusters Score -816093.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -816162.000000 Penalty: 2674.366455
	Iteration 16Q: 3 clusters Score -816162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -816214.187500 Penalty: 2674.366455
	Iteration 17Q: 3 clusters Score -816214.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -816264.750000 Penalty: 2674.366455
	Iteration 18Q: 3 clusters Score -816264.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -816298.687500 Penalty: 2674.366455
	Iteration 19Q: 3 clusters Score -816298.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -816328.937500 Penalty: 2674.366455
	Iteration 20F: 3 clusters Score -816328.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -816355.437500 Penalty: 2674.366455
	Iteration 21Q: 3 clusters Score -816355.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -816379.187500 Penalty: 2674.366455
	Iteration 22Q: 3 clusters Score -816379.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -816394.250000 Penalty: 2674.366455
	Iteration 23Q: 3 clusters Score -816394.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -816403.250000 Penalty: 2674.366455
	Iteration 24Q: 3 clusters Score -816403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -816409.000000 Penalty: 2674.366455
	Iteration 25Q: 3 clusters Score -816409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -816413.875000 Penalty: 2674.366455
	Iteration 26Q: 3 clusters Score -816413.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -816418.250000 Penalty: 2674.366455
	Iteration 27Q: 3 clusters Score -816418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -816423.562500 Penalty: 2674.366455
	Iteration 28Q: 3 clusters Score -816423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -816424.562500 Penalty: 2674.366455
	Iteration 29Q: 3 clusters Score -816424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -816428.687500 Penalty: 2674.366455
	Iteration 30Q: 3 clusters Score -816428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -816429.000000 Penalty: 2674.366455
	Iteration 31Q: 3 clusters Score -816429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -816429.812500 Penalty: 2674.366455
	Iteration 32Q: 3 clusters Score -816429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -816431.562500 Penalty: 2674.366455
	Iteration 33Q: 3 clusters Score -816431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -816433.062500 Penalty: 2674.366455
	Iteration 34Q: 3 clusters Score -816433.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -816435.187500 Penalty: 2674.366455
	Iteration 35Q: 3 clusters Score -816435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -816436.937500 Penalty: 2674.366455
	Iteration 36Q: 3 clusters Score -816436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -816438.500000 Penalty: 2674.366455
	Iteration 37Q: 3 clusters Score -816438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -816437.437500 Penalty: 2674.366455
	Iteration 38Q: 3 clusters Score -816437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -816438.812500 Penalty: 2674.366455
	Iteration 39Q: 3 clusters Score -816438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -816439.937500 Penalty: 2674.366455
	Iteration 40F: 3 clusters Score -816439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -816440.375000 Penalty: 2674.366455
	Iteration 41Q: 3 clusters Score -816440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -816439.937500 Penalty: 2674.366455
	Iteration 42Q: 3 clusters Score -816439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -816440.250000 Penalty: 2674.366455
	Iteration 43Q: 3 clusters Score -816440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -816440.437500 Penalty: 2674.366455
	Iteration 44Q: 3 clusters Score -816440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -816442.312500 Penalty: 2674.366455
	Iteration 45Q: 3 clusters Score -816442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -816442.312500 Penalty: 2674.366455
	Iteration 46F: 3 clusters Score -816442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -1070294.500000 Penalty: 1360.927124
	Iteration 0F: 2 clusters Score -1070294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1063919.000000 Penalty: 2721.854248
	Iteration 0F: 3 clusters Score -1063919 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1066100.625000 Penalty: 2721.854248
	Iteration 1F: 3 clusters Score -1066101 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1066455.125000 Penalty: 2721.854248
	Iteration 2F: 3 clusters Score -1066455 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1066755.375000 Penalty: 2721.854248
	Iteration 3F: 3 clusters Score -1066755 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1067035.875000 Penalty: 2721.854248
	Iteration 4F: 3 clusters Score -1067036 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1067310.750000 Penalty: 2721.854248
	Iteration 5Q: 3 clusters Score -1067311 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1067618.625000 Penalty: 2721.854248
	Iteration 6Q: 3 clusters Score -1067619 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1067963.625000 Penalty: 2721.854248
	Iteration 7Q: 3 clusters Score -1067964 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1068302.000000 Penalty: 2721.854248
	Iteration 8Q: 3 clusters Score -1068302 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1068570.000000 Penalty: 2721.854248
	Iteration 9Q: 3 clusters Score -1068570 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1068800.500000 Penalty: 2721.854248
	Iteration 10Q: 3 clusters Score -1068800 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1068984.875000 Penalty: 2721.854248
	Iteration 11Q: 3 clusters Score -1068985 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1069108.875000 Penalty: 2721.854248
	Iteration 12Q: 3 clusters Score -1069109 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1069207.250000 Penalty: 2721.854248
	Iteration 13Q: 3 clusters Score -1069207 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1069301.875000 Penalty: 2721.854248
	Iteration 14Q: 3 clusters Score -1069302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1069384.500000 Penalty: 2721.854248
	Iteration 15Q: 3 clusters Score -1069384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1069457.875000 Penalty: 2721.854248
	Iteration 16Q: 3 clusters Score -1069458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1069514.625000 Penalty: 2721.854248
	Iteration 17Q: 3 clusters Score -1069515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1069560.000000 Penalty: 2721.854248
	Iteration 18Q: 3 clusters Score -1069560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1069608.625000 Penalty: 2721.854248
	Iteration 19Q: 3 clusters Score -1069609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1069659.500000 Penalty: 2721.854248
	Iteration 20F: 3 clusters Score -1069660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1069707.625000 Penalty: 2721.854248
	Iteration 21Q: 3 clusters Score -1069708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1069753.500000 Penalty: 2721.854248
	Iteration 22Q: 3 clusters Score -1069754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1069816.500000 Penalty: 2721.854248
	Iteration 23Q: 3 clusters Score -1069816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1069896.750000 Penalty: 2721.854248
	Iteration 24Q: 3 clusters Score -1069897 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1069983.375000 Penalty: 2721.854248
	Iteration 25Q: 3 clusters Score -1069983 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1070033.500000 Penalty: 2721.854248
	Iteration 26Q: 3 clusters Score -1070034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1070071.000000 Penalty: 2721.854248
	Iteration 27Q: 3 clusters Score -1070071 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1070102.875000 Penalty: 2721.854248
	Iteration 28Q: 3 clusters Score -1070103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1070132.875000 Penalty: 2721.854248
	Iteration 29Q: 3 clusters Score -1070133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1070162.125000 Penalty: 2721.854248
	Iteration 30Q: 3 clusters Score -1070162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1070184.500000 Penalty: 2721.854248
	Iteration 31Q: 3 clusters Score -1070184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1070202.875000 Penalty: 2721.854248
	Iteration 32Q: 3 clusters Score -1070203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1070221.375000 Penalty: 2721.854248
	Iteration 33Q: 3 clusters Score -1070221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1070235.125000 Penalty: 2721.854248
	Iteration 34Q: 3 clusters Score -1070235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1070244.000000 Penalty: 2721.854248
	Iteration 35Q: 3 clusters Score -1070244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1070253.625000 Penalty: 2721.854248
	Iteration 36Q: 3 clusters Score -1070254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1070255.875000 Penalty: 2721.854248
	Iteration 37Q: 3 clusters Score -1070256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1070258.125000 Penalty: 2721.854248
	Iteration 38Q: 3 clusters Score -1070258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1070260.750000 Penalty: 2721.854248
	Iteration 39Q: 3 clusters Score -1070261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1070264.000000 Penalty: 2721.854248
	Iteration 40F: 3 clusters Score -1070264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1070267.125000 Penalty: 2721.854248
	Iteration 41Q: 3 clusters Score -1070267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1070268.125000 Penalty: 2721.854248
	Iteration 42Q: 3 clusters Score -1070268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1070268.000000 Penalty: 2721.854248
	Iteration 43Q: 3 clusters Score -1070268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1070271.375000 Penalty: 2721.854248
	Iteration 44Q: 3 clusters Score -1070271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1070269.750000 Penalty: 2721.854248
	Iteration 45Q: 3 clusters Score -1070270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1070272.250000 Penalty: 2721.854248
	Iteration 46Q: 3 clusters Score -1070272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1070272.250000 Penalty: 2721.854248
	Iteration 47F: 3 clusters Score -1070272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Entering Unmasked Estep 
Score: -1249590.750000 Penalty: 1389.184204
	Iteration 0F: 2 clusters Score -1249591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1242019.375000 Penalty: 2778.368408
	Iteration 0F: 3 clusters Score -1242019 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1244470.375000 Penalty: 2778.368408
	Iteration 1F: 3 clusters Score -1244470 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1244805.750000 Penalty: 2778.368408
	Iteration 2F: 3 clusters Score -1244806 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1245020.500000 Penalty: 2778.368408
	Iteration 3Q: 3 clusters Score -1245020 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1245179.250000 Penalty: 2778.368408
	Iteration 4Q: 3 clusters Score -1245179 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1245327.000000 Penalty: 2778.368408
	Iteration 5Q: 3 clusters Score -1245327 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1245467.000000 Penalty: 2778.368408
	Iteration 6Q: 3 clusters Score -1245467 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1245595.875000 Penalty: 2778.368408
	Iteration 7Q: 3 clusters Score -1245596 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1245712.250000 Penalty: 2778.368408
	Iteration 8Q: 3 clusters Score -1245712 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1245809.875000 Penalty: 2778.368408
	Iteration 9Q: 3 clusters Score -1245810 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1245906.000000 Penalty: 2778.368408
	Iteration 10Q: 3 clusters Score -1245906 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1246010.625000 Penalty: 2778.368408
	Iteration 11Q: 3 clusters Score -1246011 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1246114.375000 Penalty: 2778.368408
	Iteration 12Q: 3 clusters Score -1246114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1246210.875000 Penalty: 2778.368408
	Iteration 13Q: 3 clusters Score -1246211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1246309.250000 Penalty: 2778.368408
	Iteration 14Q: 3 clusters Score -1246309 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1246425.625000 Penalty: 2778.368408
	Iteration 15Q: 3 clusters Score -1246426 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1246558.125000 Penalty: 2778.368408
	Iteration 16Q: 3 clusters Score -1246558 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1246697.750000 Penalty: 2778.368408
	Iteration 17Q: 3 clusters Score -1246698 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1246845.875000 Penalty: 2778.368408
	Iteration 18Q: 3 clusters Score -1246846 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1246991.500000 Penalty: 2778.368408
	Iteration 19Q: 3 clusters Score -1246992 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1247123.375000 Penalty: 2778.368408
	Iteration 20F: 3 clusters Score -1247123 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1247236.375000 Penalty: 2778.368408
	Iteration 21Q: 3 clusters Score -1247236 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1247339.750000 Penalty: 2778.368408
	Iteration 22Q: 3 clusters Score -1247340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1247419.750000 Penalty: 2778.368408
	Iteration 23Q: 3 clusters Score -1247420 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1247488.625000 Penalty: 2778.368408
	Iteration 24Q: 3 clusters Score -1247489 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1247546.500000 Penalty: 2778.368408
	Iteration 25Q: 3 clusters Score -1247546 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1247600.000000 Penalty: 2778.368408
	Iteration 26Q: 3 clusters Score -1247600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1247648.500000 Penalty: 2778.368408
	Iteration 27Q: 3 clusters Score -1247648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1247693.875000 Penalty: 2778.368408
	Iteration 28Q: 3 clusters Score -1247694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1247733.375000 Penalty: 2778.368408
	Iteration 29Q: 3 clusters Score -1247733 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1247772.625000 Penalty: 2778.368408
	Iteration 30Q: 3 clusters Score -1247773 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1247809.125000 Penalty: 2778.368408
	Iteration 31Q: 3 clusters Score -1247809 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1247843.250000 Penalty: 2778.368408
	Iteration 32Q: 3 clusters Score -1247843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1247871.875000 Penalty: 2778.368408
	Iteration 33Q: 3 clusters Score -1247872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1247899.625000 Penalty: 2778.368408
	Iteration 34Q: 3 clusters Score -1247900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1247931.750000 Penalty: 2778.368408
	Iteration 35Q: 3 clusters Score -1247932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1247973.125000 Penalty: 2778.368408
	Iteration 36Q: 3 clusters Score -1247973 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1248030.875000 Penalty: 2778.368408
	Iteration 37Q: 3 clusters Score -1248031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1248078.125000 Penalty: 2778.368408
	Iteration 38Q: 3 clusters Score -1248078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1248124.125000 Penalty: 2778.368408
	Iteration 39Q: 3 clusters Score -1248124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1248169.625000 Penalty: 2778.368408
	Iteration 40F: 3 clusters Score -1248170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1248213.500000 Penalty: 2778.368408
	Iteration 41Q: 3 clusters Score -1248214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1248251.875000 Penalty: 2778.368408
	Iteration 42Q: 3 clusters Score -1248252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1248286.500000 Penalty: 2778.368408
	Iteration 43Q: 3 clusters Score -1248286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1248328.625000 Penalty: 2778.368408
	Iteration 44Q: 3 clusters Score -1248329 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1248365.625000 Penalty: 2778.368408
	Iteration 45Q: 3 clusters Score -1248366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1248397.250000 Penalty: 2778.368408
	Iteration 46Q: 3 clusters Score -1248397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1248430.125000 Penalty: 2778.368408
	Iteration 47Q: 3 clusters Score -1248430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1248452.250000 Penalty: 2778.368408
	Iteration 48Q: 3 clusters Score -1248452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1248472.125000 Penalty: 2778.368408
	Iteration 49Q: 3 clusters Score -1248472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1248488.250000 Penalty: 2778.368408
	Iteration 50Q: 3 clusters Score -1248488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1248515.125000 Penalty: 2778.368408
	Iteration 51Q: 3 clusters Score -1248515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1248531.375000 Penalty: 2778.368408
	Iteration 52Q: 3 clusters Score -1248531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1248549.125000 Penalty: 2778.368408
	Iteration 53Q: 3 clusters Score -1248549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1248565.125000 Penalty: 2778.368408
	Iteration 54Q: 3 clusters Score -1248565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1248581.750000 Penalty: 2778.368408
	Iteration 55Q: 3 clusters Score -1248582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1248599.375000 Penalty: 2778.368408
	Iteration 56Q: 3 clusters Score -1248599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1248613.250000 Penalty: 2778.368408
	Iteration 57Q: 3 clusters Score -1248613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1248619.000000 Penalty: 2778.368408
	Iteration 58Q: 3 clusters Score -1248619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1248626.625000 Penalty: 2778.368408
	Iteration 59Q: 3 clusters Score -1248627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1248628.750000 Penalty: 2778.368408
	Iteration 60F: 3 clusters Score -1248629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1248632.125000 Penalty: 2778.368408
	Iteration 61Q: 3 clusters Score -1248632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1248639.375000 Penalty: 2778.368408
	Iteration 62Q: 3 clusters Score -1248639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1248643.500000 Penalty: 2778.368408
	Iteration 63Q: 3 clusters Score -1248644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1248646.500000 Penalty: 2778.368408
	Iteration 64Q: 3 clusters Score -1248646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1248650.250000 Penalty: 2778.368408
	Iteration 65Q: 3 clusters Score -1248650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1248656.500000 Penalty: 2778.368408
	Iteration 66Q: 3 clusters Score -1248656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1248660.250000 Penalty: 2778.368408
	Iteration 67Q: 3 clusters Score -1248660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1248661.875000 Penalty: 2778.368408
	Iteration 68Q: 3 clusters Score -1248662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1248663.500000 Penalty: 2778.368408
	Iteration 69Q: 3 clusters Score -1248664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1248663.500000 Penalty: 2778.368408
	Iteration 70F: 3 clusters Score -1248664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -32018.843750 Penalty: 847.727539
	Iteration 0F: 2 clusters Score -32018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31302.943359 Penalty: 1695.455078
	Iteration 0F: 3 clusters Score -31302.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31398.123047 Penalty: 1695.455078
	Iteration 1F: 3 clusters Score -31398.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31425.574219 Penalty: 1695.455078
	Iteration 2Q: 3 clusters Score -31425.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31425.574219 Penalty: 1695.455078
	Iteration 3F: 3 clusters Score -31425.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -258280.171875 Penalty: 1161.090454
	Iteration 0F: 2 clusters Score -258280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -256133.531250 Penalty: 2322.180908
	Iteration 0F: 3 clusters Score -256133.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -256693.406250 Penalty: 2322.180908
	Iteration 1F: 3 clusters Score -256693.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256847.750000 Penalty: 2322.180908
	Iteration 2F: 3 clusters Score -256847.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -256928.703125 Penalty: 2322.180908
	Iteration 3Q: 3 clusters Score -256928.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -256975.218750 Penalty: 2322.180908
	Iteration 4Q: 3 clusters Score -256975.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257010.328125 Penalty: 2322.180908
	Iteration 5Q: 3 clusters Score -257010.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257038.421875 Penalty: 2322.180908
	Iteration 6Q: 3 clusters Score -257038.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -257065.968750 Penalty: 2322.180908
	Iteration 7Q: 3 clusters Score -257066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -257088.593750 Penalty: 2322.180908
	Iteration 8Q: 3 clusters Score -257088.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -257111.890625 Penalty: 2322.180908
	Iteration 9Q: 3 clusters Score -257111.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -257128.296875 Penalty: 2322.180908
	Iteration 10Q: 3 clusters Score -257128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -257140.875000 Penalty: 2322.180908
	Iteration 11Q: 3 clusters Score -257140.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257150.125000 Penalty: 2322.180908
	Iteration 12Q: 3 clusters Score -257150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257158.250000 Penalty: 2322.180908
	Iteration 13Q: 3 clusters Score -257158.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -257164.187500 Penalty: 2322.180908
	Iteration 14Q: 3 clusters Score -257164.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -257168.734375 Penalty: 2322.180908
	Iteration 15Q: 3 clusters Score -257168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -257172.687500 Penalty: 2322.180908
	Iteration 16Q: 3 clusters Score -257172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -257179.437500 Penalty: 2322.180908
	Iteration 17Q: 3 clusters Score -257179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -257183.781250 Penalty: 2322.180908
	Iteration 18Q: 3 clusters Score -257183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257186.765625 Penalty: 2322.180908
	Iteration 19Q: 3 clusters Score -257186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257190.625000 Penalty: 2322.180908
	Iteration 20F: 3 clusters Score -257190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -257191.593750 Penalty: 2322.180908
	Iteration 21Q: 3 clusters Score -257191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257196.609375 Penalty: 2322.180908
	Iteration 22Q: 3 clusters Score -257196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257198.593750 Penalty: 2322.180908
	Iteration 23Q: 3 clusters Score -257198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257201.187500 Penalty: 2322.180908
	Iteration 24Q: 3 clusters Score -257201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -257204.312500 Penalty: 2322.180908
	Iteration 25Q: 3 clusters Score -257204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -257204.906250 Penalty: 2322.180908
	Iteration 26Q: 3 clusters Score -257204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -257205.609375 Penalty: 2322.180908
	Iteration 27Q: 3 clusters Score -257205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -257205.609375 Penalty: 2322.180908
	Iteration 28F: 3 clusters Score -257205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Entering Unmasked Estep 
Score: -7234751.500000 Penalty: 1642.193115
	Iteration 0F: 2 clusters Score -7234752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -7194382.000000 Penalty: 3284.386230
	Iteration 0F: 3 clusters Score -7194382 nChanged 29004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -7210732.500000 Penalty: 3284.386230
	Iteration 1F: 3 clusters Score -7210732 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -7211324.000000 Penalty: 3284.386230
	Iteration 2Q: 3 clusters Score -7211324 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -7211867.000000 Penalty: 3284.386230
	Iteration 3Q: 3 clusters Score -7211867 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7212407.000000 Penalty: 3284.386230
	Iteration 4Q: 3 clusters Score -7212407 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -7213028.000000 Penalty: 3284.386230
	Iteration 5Q: 3 clusters Score -7213028 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -7213793.500000 Penalty: 3284.386230
	Iteration 6Q: 3 clusters Score -7213794 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7214821.000000 Penalty: 3284.386230
	Iteration 7Q: 3 clusters Score -7214821 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -7216148.000000 Penalty: 3284.386230
	Iteration 8Q: 3 clusters Score -7216148 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7217633.500000 Penalty: 3284.386230
	Iteration 9F: 3 clusters Score -7217634 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -7219375.000000 Penalty: 3284.386230
	Iteration 10F: 3 clusters Score -7219375 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -7221218.000000 Penalty: 3284.386230
	Iteration 11F: 3 clusters Score -7221218 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -7222955.000000 Penalty: 3284.386230
	Iteration 12F: 3 clusters Score -7222955 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -7224730.500000 Penalty: 3284.386230
	Iteration 13Q: 3 clusters Score -7224730 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -7226488.500000 Penalty: 3284.386230
	Iteration 14Q: 3 clusters Score -7226488 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -7228135.500000 Penalty: 3284.386230
	Iteration 15Q: 3 clusters Score -7228136 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -7229668.000000 Penalty: 3284.386230
	Iteration 16Q: 3 clusters Score -7229668 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7231017.000000 Penalty: 3284.386230
	Iteration 17Q: 3 clusters Score -7231017 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7231966.500000 Penalty: 3284.386230
	Iteration 18Q: 3 clusters Score -7231966 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7232556.500000 Penalty: 3284.386230
	Iteration 19Q: 3 clusters Score -7232556 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7232872.000000 Penalty: 3284.386230
	Iteration 20F: 3 clusters Score -7232872 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7233099.000000 Penalty: 3284.386230
	Iteration 21Q: 3 clusters Score -7233099 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7233210.500000 Penalty: 3284.386230
	Iteration 22Q: 3 clusters Score -7233210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7233284.500000 Penalty: 3284.386230
	Iteration 23Q: 3 clusters Score -7233284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7233311.500000 Penalty: 3284.386230
	Iteration 24Q: 3 clusters Score -7233312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7233348.000000 Penalty: 3284.386230
	Iteration 25Q: 3 clusters Score -7233348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7233369.000000 Penalty: 3284.386230
	Iteration 26Q: 3 clusters Score -7233369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7233384.000000 Penalty: 3284.386230
	Iteration 27Q: 3 clusters Score -7233384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7233389.500000 Penalty: 3284.386230
	Iteration 28Q: 3 clusters Score -7233390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7233400.500000 Penalty: 3284.386230
	Iteration 29Q: 3 clusters Score -7233400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7233402.500000 Penalty: 3284.386230
	Iteration 30Q: 3 clusters Score -7233402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7233412.000000 Penalty: 3284.386230
	Iteration 31Q: 3 clusters Score -7233412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7233432.500000 Penalty: 3284.386230
	Iteration 32Q: 3 clusters Score -7233432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7233437.000000 Penalty: 3284.386230
	Iteration 33Q: 3 clusters Score -7233437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7233451.500000 Penalty: 3284.386230
	Iteration 34Q: 3 clusters Score -7233452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7233463.000000 Penalty: 3284.386230
	Iteration 35Q: 3 clusters Score -7233463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7233471.000000 Penalty: 3284.386230
	Iteration 36Q: 3 clusters Score -7233471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7233475.000000 Penalty: 3284.386230
	Iteration 37Q: 3 clusters Score -7233475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7233477.500000 Penalty: 3284.386230
	Iteration 38Q: 3 clusters Score -7233478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7233478.500000 Penalty: 3284.386230
	Iteration 39Q: 3 clusters Score -7233478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7233478.500000 Penalty: 3284.386230
	Iteration 40F: 3 clusters Score -7233478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1714045.375000 Penalty: 1440.565308
	Iteration 0F: 2 clusters Score -1714045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1703492.375000 Penalty: 2881.130615
	Iteration 0F: 3 clusters Score -1703492 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1707112.875000 Penalty: 2881.130615
	Iteration 1F: 3 clusters Score -1707113 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1707547.750000 Penalty: 2881.130615
	Iteration 2F: 3 clusters Score -1707548 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1707950.875000 Penalty: 2881.130615
	Iteration 3F: 3 clusters Score -1707951 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1708372.250000 Penalty: 2881.130615
	Iteration 4F: 3 clusters Score -1708372 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1708844.250000 Penalty: 2881.130615
	Iteration 5F: 3 clusters Score -1708844 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1709428.625000 Penalty: 2881.130615
	Iteration 6F: 3 clusters Score -1709429 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1710092.625000 Penalty: 2881.130615
	Iteration 7F: 3 clusters Score -1710093 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1710847.250000 Penalty: 2881.130615
	Iteration 8F: 3 clusters Score -1710847 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1711573.875000 Penalty: 2881.130615
	Iteration 9F: 3 clusters Score -1711574 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1712156.875000 Penalty: 2881.130615
	Iteration 10Q: 3 clusters Score -1712157 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1712634.500000 Penalty: 2881.130615
	Iteration 11Q: 3 clusters Score -1712634 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1712974.000000 Penalty: 2881.130615
	Iteration 12Q: 3 clusters Score -1712974 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1713166.000000 Penalty: 2881.130615
	Iteration 13Q: 3 clusters Score -1713166 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1713311.750000 Penalty: 2881.130615
	Iteration 14Q: 3 clusters Score -1713312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1713406.625000 Penalty: 2881.130615
	Iteration 15Q: 3 clusters Score -1713407 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1713474.500000 Penalty: 2881.130615
	Iteration 16Q: 3 clusters Score -1713474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1713522.125000 Penalty: 2881.130615
	Iteration 17Q: 3 clusters Score -1713522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1713562.375000 Penalty: 2881.130615
	Iteration 18Q: 3 clusters Score -1713562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1713599.625000 Penalty: 2881.130615
	Iteration 19Q: 3 clusters Score -1713600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1713626.375000 Penalty: 2881.130615
	Iteration 20F: 3 clusters Score -1713626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1713645.625000 Penalty: 2881.130615
	Iteration 21Q: 3 clusters Score -1713646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1713653.375000 Penalty: 2881.130615
	Iteration 22Q: 3 clusters Score -1713653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1713665.500000 Penalty: 2881.130615
	Iteration 23Q: 3 clusters Score -1713666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1713671.875000 Penalty: 2881.130615
	Iteration 24Q: 3 clusters Score -1713672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1713682.750000 Penalty: 2881.130615
	Iteration 25Q: 3 clusters Score -1713683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1713686.375000 Penalty: 2881.130615
	Iteration 26Q: 3 clusters Score -1713686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1713692.625000 Penalty: 2881.130615
	Iteration 27Q: 3 clusters Score -1713693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1713691.875000 Penalty: 2881.130615
	Iteration 28Q: 3 clusters Score -1713692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1713694.375000 Penalty: 2881.130615
	Iteration 29Q: 3 clusters Score -1713694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1713695.875000 Penalty: 2881.130615
	Iteration 30Q: 3 clusters Score -1713696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1713697.375000 Penalty: 2881.130615
	Iteration 31Q: 3 clusters Score -1713697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1713699.250000 Penalty: 2881.130615
	Iteration 32Q: 3 clusters Score -1713699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1713699.250000 Penalty: 2881.130615
	Iteration 33F: 3 clusters Score -1713699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Entering Unmasked Estep 
Score: -4896046.000000 Penalty: 1583.773315
	Iteration 0F: 2 clusters Score -4896046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -4868708.500000 Penalty: 3167.546631
	Iteration 0F: 3 clusters Score -4868708 nChanged 19224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4879323.500000 Penalty: 3167.546631
	Iteration 1F: 3 clusters Score -4879324 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4879858.000000 Penalty: 3167.546631
	Iteration 2Q: 3 clusters Score -4879858 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4880387.000000 Penalty: 3167.546631
	Iteration 3Q: 3 clusters Score -4880387 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4880957.500000 Penalty: 3167.546631
	Iteration 4Q: 3 clusters Score -4880958 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4881593.500000 Penalty: 3167.546631
	Iteration 5Q: 3 clusters Score -4881594 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -4882484.500000 Penalty: 3167.546631
	Iteration 6Q: 3 clusters Score -4882484 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4883810.000000 Penalty: 3167.546631
	Iteration 7F: 3 clusters Score -4883810 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4885788.500000 Penalty: 3167.546631
	Iteration 8F: 3 clusters Score -4885788 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4888430.500000 Penalty: 3167.546631
	Iteration 9F: 3 clusters Score -4888430 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4891031.000000 Penalty: 3167.546631
	Iteration 10F: 3 clusters Score -4891031 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4893015.500000 Penalty: 3167.546631
	Iteration 11Q: 3 clusters Score -4893016 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4894048.500000 Penalty: 3167.546631
	Iteration 12Q: 3 clusters Score -4894048 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4894544.000000 Penalty: 3167.546631
	Iteration 13Q: 3 clusters Score -4894544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -4894788.000000 Penalty: 3167.546631
	Iteration 14Q: 3 clusters Score -4894788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -4894936.500000 Penalty: 3167.546631
	Iteration 15Q: 3 clusters Score -4894936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -4895022.500000 Penalty: 3167.546631
	Iteration 16Q: 3 clusters Score -4895022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4895075.500000 Penalty: 3167.546631
	Iteration 17Q: 3 clusters Score -4895076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4895129.500000 Penalty: 3167.546631
	Iteration 18Q: 3 clusters Score -4895130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4895164.000000 Penalty: 3167.546631
	Iteration 19Q: 3 clusters Score -4895164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4895195.000000 Penalty: 3167.546631
	Iteration 20F: 3 clusters Score -4895195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4895211.500000 Penalty: 3167.546631
	Iteration 21Q: 3 clusters Score -4895212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4895229.000000 Penalty: 3167.546631
	Iteration 22Q: 3 clusters Score -4895229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4895253.500000 Penalty: 3167.546631
	Iteration 23Q: 3 clusters Score -4895254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4895260.000000 Penalty: 3167.546631
	Iteration 24Q: 3 clusters Score -4895260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4895271.000000 Penalty: 3167.546631
	Iteration 25Q: 3 clusters Score -4895271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4895276.500000 Penalty: 3167.546631
	Iteration 26Q: 3 clusters Score -4895276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4895277.000000 Penalty: 3167.546631
	Iteration 27Q: 3 clusters Score -4895277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -4895282.500000 Penalty: 3167.546631
	Iteration 28Q: 3 clusters Score -4895282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4895289.500000 Penalty: 3167.546631
	Iteration 29Q: 3 clusters Score -4895290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -4895294.000000 Penalty: 3167.546631
	Iteration 30Q: 3 clusters Score -4895294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4895306.500000 Penalty: 3167.546631
	Iteration 31Q: 3 clusters Score -4895306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -4895311.000000 Penalty: 3167.546631
	Iteration 32Q: 3 clusters Score -4895311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -4895316.000000 Penalty: 3167.546631
	Iteration 33Q: 3 clusters Score -4895316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -4895325.500000 Penalty: 3167.546631
	Iteration 34Q: 3 clusters Score -4895326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4895324.500000 Penalty: 3167.546631
	Iteration 35Q: 3 clusters Score -4895324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4895321.000000 Penalty: 3167.546631
	Iteration 36Q: 3 clusters Score -4895321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4895326.500000 Penalty: 3167.546631
	Iteration 37Q: 3 clusters Score -4895326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4895324.500000 Penalty: 3167.546631
	Iteration 38Q: 3 clusters Score -4895324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4895325.500000 Penalty: 3167.546631
	Iteration 39Q: 3 clusters Score -4895326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4895325.500000 Penalty: 3167.546631
	Iteration 40F: 3 clusters Score -4895326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -454646.781250 Penalty: 1241.166504
	Iteration 0F: 2 clusters Score -454646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -451466.625000 Penalty: 2482.333008
	Iteration 0F: 3 clusters Score -451466.6 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -452343.187500 Penalty: 2482.333008
	Iteration 1F: 3 clusters Score -452343.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -452525.656250 Penalty: 2482.333008
	Iteration 2F: 3 clusters Score -452525.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -452645.781250 Penalty: 2482.333008
	Iteration 3Q: 3 clusters Score -452645.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -452731.968750 Penalty: 2482.333008
	Iteration 4Q: 3 clusters Score -452732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -452794.656250 Penalty: 2482.333008
	Iteration 5Q: 3 clusters Score -452794.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -452842.687500 Penalty: 2482.333008
	Iteration 6Q: 3 clusters Score -452842.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -452890.687500 Penalty: 2482.333008
	Iteration 7Q: 3 clusters Score -452890.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -452942.937500 Penalty: 2482.333008
	Iteration 8Q: 3 clusters Score -452942.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -452983.593750 Penalty: 2482.333008
	Iteration 9Q: 3 clusters Score -452983.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -453022.875000 Penalty: 2482.333008
	Iteration 10Q: 3 clusters Score -453022.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -453060.031250 Penalty: 2482.333008
	Iteration 11Q: 3 clusters Score -453060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -453090.968750 Penalty: 2482.333008
	Iteration 12Q: 3 clusters Score -453091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -453113.000000 Penalty: 2482.333008
	Iteration 13Q: 3 clusters Score -453113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -453136.406250 Penalty: 2482.333008
	Iteration 14Q: 3 clusters Score -453136.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -453157.500000 Penalty: 2482.333008
	Iteration 15Q: 3 clusters Score -453157.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -453178.093750 Penalty: 2482.333008
	Iteration 16Q: 3 clusters Score -453178.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -453208.343750 Penalty: 2482.333008
	Iteration 17Q: 3 clusters Score -453208.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -453239.375000 Penalty: 2482.333008
	Iteration 18Q: 3 clusters Score -453239.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -453275.718750 Penalty: 2482.333008
	Iteration 19Q: 3 clusters Score -453275.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -453311.593750 Penalty: 2482.333008
	Iteration 20F: 3 clusters Score -453311.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -453348.281250 Penalty: 2482.333008
	Iteration 21Q: 3 clusters Score -453348.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -453374.343750 Penalty: 2482.333008
	Iteration 22Q: 3 clusters Score -453374.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -453393.625000 Penalty: 2482.333008
	Iteration 23Q: 3 clusters Score -453393.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -453412.687500 Penalty: 2482.333008
	Iteration 24Q: 3 clusters Score -453412.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -453435.187500 Penalty: 2482.333008
	Iteration 25Q: 3 clusters Score -453435.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453459.875000 Penalty: 2482.333008
	Iteration 26Q: 3 clusters Score -453459.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -453482.718750 Penalty: 2482.333008
	Iteration 27Q: 3 clusters Score -453482.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -453498.500000 Penalty: 2482.333008
	Iteration 28Q: 3 clusters Score -453498.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -453515.343750 Penalty: 2482.333008
	Iteration 29Q: 3 clusters Score -453515.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453532.656250 Penalty: 2482.333008
	Iteration 30Q: 3 clusters Score -453532.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -453550.187500 Penalty: 2482.333008
	Iteration 31Q: 3 clusters Score -453550.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -453564.687500 Penalty: 2482.333008
	Iteration 32Q: 3 clusters Score -453564.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453583.906250 Penalty: 2482.333008
	Iteration 33Q: 3 clusters Score -453583.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -453602.312500 Penalty: 2482.333008
	Iteration 34Q: 3 clusters Score -453602.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -453617.812500 Penalty: 2482.333008
	Iteration 35Q: 3 clusters Score -453617.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453628.406250 Penalty: 2482.333008
	Iteration 36Q: 3 clusters Score -453628.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -453637.656250 Penalty: 2482.333008
	Iteration 37Q: 3 clusters Score -453637.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -453644.312500 Penalty: 2482.333008
	Iteration 38Q: 3 clusters Score -453644.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -453649.500000 Penalty: 2482.333008
	Iteration 39Q: 3 clusters Score -453649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453652.406250 Penalty: 2482.333008
	Iteration 40F: 3 clusters Score -453652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -453655.406250 Penalty: 2482.333008
	Iteration 41Q: 3 clusters Score -453655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -453657.687500 Penalty: 2482.333008
	Iteration 42Q: 3 clusters Score -453657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -453658.843750 Penalty: 2482.333008
	Iteration 43Q: 3 clusters Score -453658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -453661.593750 Penalty: 2482.333008
	Iteration 44Q: 3 clusters Score -453661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -453664.156250 Penalty: 2482.333008
	Iteration 45Q: 3 clusters Score -453664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -453666.125000 Penalty: 2482.333008
	Iteration 46Q: 3 clusters Score -453666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -453668.625000 Penalty: 2482.333008
	Iteration 47Q: 3 clusters Score -453668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -453673.312500 Penalty: 2482.333008
	Iteration 48Q: 3 clusters Score -453673.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -453675.093750 Penalty: 2482.333008
	Iteration 49Q: 3 clusters Score -453675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -453676.937500 Penalty: 2482.333008
	Iteration 50Q: 3 clusters Score -453676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -453681.250000 Penalty: 2482.333008
	Iteration 51Q: 3 clusters Score -453681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -453684.187500 Penalty: 2482.333008
	Iteration 52Q: 3 clusters Score -453684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -453686.062500 Penalty: 2482.333008
	Iteration 53Q: 3 clusters Score -453686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -453687.906250 Penalty: 2482.333008
	Iteration 54Q: 3 clusters Score -453687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -453689.468750 Penalty: 2482.333008
	Iteration 55Q: 3 clusters Score -453689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -453689.281250 Penalty: 2482.333008
	Iteration 56Q: 3 clusters Score -453689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -453691.156250 Penalty: 2482.333008
	Iteration 57Q: 3 clusters Score -453691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -453691.062500 Penalty: 2482.333008
	Iteration 58Q: 3 clusters Score -453691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -453691.531250 Penalty: 2482.333008
	Iteration 59Q: 3 clusters Score -453691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -453692.750000 Penalty: 2482.333008
	Iteration 60F: 3 clusters Score -453692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -453694.000000 Penalty: 2482.333008
	Iteration 61Q: 3 clusters Score -453694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -453694.968750 Penalty: 2482.333008
	Iteration 62Q: 3 clusters Score -453695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -453694.718750 Penalty: 2482.333008
	Iteration 63Q: 3 clusters Score -453694.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -453694.718750 Penalty: 2482.333008
	Iteration 64F: 3 clusters Score -453694.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -973163.812500 Penalty: 1342.180054
	Iteration 0F: 2 clusters Score -973163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -967375.687500 Penalty: 2684.360107
	Iteration 0F: 3 clusters Score -967375.7 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -969137.062500 Penalty: 2684.360107
	Iteration 1F: 3 clusters Score -969137.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -969387.000000 Penalty: 2684.360107
	Iteration 2F: 3 clusters Score -969387 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -969578.750000 Penalty: 2684.360107
	Iteration 3F: 3 clusters Score -969578.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -969739.187500 Penalty: 2684.360107
	Iteration 4Q: 3 clusters Score -969739.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -969889.500000 Penalty: 2684.360107
	Iteration 5Q: 3 clusters Score -969889.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -970055.812500 Penalty: 2684.360107
	Iteration 6Q: 3 clusters Score -970055.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -970234.750000 Penalty: 2684.360107
	Iteration 7Q: 3 clusters Score -970234.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -970415.250000 Penalty: 2684.360107
	Iteration 8Q: 3 clusters Score -970415.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -970593.750000 Penalty: 2684.360107
	Iteration 9Q: 3 clusters Score -970593.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -970775.250000 Penalty: 2684.360107
	Iteration 10Q: 3 clusters Score -970775.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -970956.250000 Penalty: 2684.360107
	Iteration 11Q: 3 clusters Score -970956.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -971132.250000 Penalty: 2684.360107
	Iteration 12Q: 3 clusters Score -971132.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -971288.500000 Penalty: 2684.360107
	Iteration 13Q: 3 clusters Score -971288.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -971431.875000 Penalty: 2684.360107
	Iteration 14Q: 3 clusters Score -971431.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -971541.687500 Penalty: 2684.360107
	Iteration 15Q: 3 clusters Score -971541.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -971643.687500 Penalty: 2684.360107
	Iteration 16Q: 3 clusters Score -971643.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -971719.500000 Penalty: 2684.360107
	Iteration 17Q: 3 clusters Score -971719.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -971779.500000 Penalty: 2684.360107
	Iteration 18Q: 3 clusters Score -971779.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -971822.875000 Penalty: 2684.360107
	Iteration 19Q: 3 clusters Score -971822.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -971848.312500 Penalty: 2684.360107
	Iteration 20F: 3 clusters Score -971848.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -971870.437500 Penalty: 2684.360107
	Iteration 21Q: 3 clusters Score -971870.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -971888.312500 Penalty: 2684.360107
	Iteration 22Q: 3 clusters Score -971888.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -971904.812500 Penalty: 2684.360107
	Iteration 23Q: 3 clusters Score -971904.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -971917.750000 Penalty: 2684.360107
	Iteration 24Q: 3 clusters Score -971917.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -971933.437500 Penalty: 2684.360107
	Iteration 25Q: 3 clusters Score -971933.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -971947.062500 Penalty: 2684.360107
	Iteration 26Q: 3 clusters Score -971947.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -971961.812500 Penalty: 2684.360107
	Iteration 27Q: 3 clusters Score -971961.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -971972.937500 Penalty: 2684.360107
	Iteration 28Q: 3 clusters Score -971972.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -971986.562500 Penalty: 2684.360107
	Iteration 29Q: 3 clusters Score -971986.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -972000.375000 Penalty: 2684.360107
	Iteration 30Q: 3 clusters Score -972000.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -972011.312500 Penalty: 2684.360107
	Iteration 31Q: 3 clusters Score -972011.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -972021.812500 Penalty: 2684.360107
	Iteration 32Q: 3 clusters Score -972021.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -972028.437500 Penalty: 2684.360107
	Iteration 33Q: 3 clusters Score -972028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -972036.000000 Penalty: 2684.360107
	Iteration 34Q: 3 clusters Score -972036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -972040.625000 Penalty: 2684.360107
	Iteration 35Q: 3 clusters Score -972040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -972047.187500 Penalty: 2684.360107
	Iteration 36Q: 3 clusters Score -972047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -972050.750000 Penalty: 2684.360107
	Iteration 37Q: 3 clusters Score -972050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -972055.312500 Penalty: 2684.360107
	Iteration 38Q: 3 clusters Score -972055.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -972057.625000 Penalty: 2684.360107
	Iteration 39Q: 3 clusters Score -972057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -972059.750000 Penalty: 2684.360107
	Iteration 40F: 3 clusters Score -972059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -972062.562500 Penalty: 2684.360107
	Iteration 41Q: 3 clusters Score -972062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -972064.000000 Penalty: 2684.360107
	Iteration 42Q: 3 clusters Score -972064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -972069.625000 Penalty: 2684.360107
	Iteration 43Q: 3 clusters Score -972069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -972071.812500 Penalty: 2684.360107
	Iteration 44Q: 3 clusters Score -972071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -972075.375000 Penalty: 2684.360107
	Iteration 45Q: 3 clusters Score -972075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -972080.562500 Penalty: 2684.360107
	Iteration 46Q: 3 clusters Score -972080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -972080.250000 Penalty: 2684.360107
	Iteration 47Q: 3 clusters Score -972080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -972081.687500 Penalty: 2684.360107
	Iteration 48Q: 3 clusters Score -972081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -972081.687500 Penalty: 2684.360107
	Iteration 49F: 3 clusters Score -972081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Entering Unmasked Estep 
Score: -1161652.750000 Penalty: 1379.351440
	Iteration 0F: 2 clusters Score -1161653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1154422.250000 Penalty: 2758.702881
	Iteration 0F: 3 clusters Score -1154422 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1156881.125000 Penalty: 2758.702881
	Iteration 1F: 3 clusters Score -1156881 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1157197.375000 Penalty: 2758.702881
	Iteration 2F: 3 clusters Score -1157197 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1157426.625000 Penalty: 2758.702881
	Iteration 3Q: 3 clusters Score -1157427 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1157594.125000 Penalty: 2758.702881
	Iteration 4Q: 3 clusters Score -1157594 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1157737.500000 Penalty: 2758.702881
	Iteration 5Q: 3 clusters Score -1157738 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1157858.750000 Penalty: 2758.702881
	Iteration 6Q: 3 clusters Score -1157859 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1157973.500000 Penalty: 2758.702881
	Iteration 7Q: 3 clusters Score -1157974 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1158079.875000 Penalty: 2758.702881
	Iteration 8Q: 3 clusters Score -1158080 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1158175.375000 Penalty: 2758.702881
	Iteration 9Q: 3 clusters Score -1158175 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1158275.750000 Penalty: 2758.702881
	Iteration 10Q: 3 clusters Score -1158276 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1158383.625000 Penalty: 2758.702881
	Iteration 11Q: 3 clusters Score -1158384 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1158501.375000 Penalty: 2758.702881
	Iteration 12Q: 3 clusters Score -1158501 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1158673.875000 Penalty: 2758.702881
	Iteration 13Q: 3 clusters Score -1158674 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1158860.875000 Penalty: 2758.702881
	Iteration 14Q: 3 clusters Score -1158861 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1159057.875000 Penalty: 2758.702881
	Iteration 15Q: 3 clusters Score -1159058 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1159234.750000 Penalty: 2758.702881
	Iteration 16Q: 3 clusters Score -1159235 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1159408.250000 Penalty: 2758.702881
	Iteration 17Q: 3 clusters Score -1159408 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1159541.875000 Penalty: 2758.702881
	Iteration 18Q: 3 clusters Score -1159542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1159673.250000 Penalty: 2758.702881
	Iteration 19Q: 3 clusters Score -1159673 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1159801.125000 Penalty: 2758.702881
	Iteration 20F: 3 clusters Score -1159801 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1159887.625000 Penalty: 2758.702881
	Iteration 21Q: 3 clusters Score -1159888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1159969.500000 Penalty: 2758.702881
	Iteration 22Q: 3 clusters Score -1159970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1160058.250000 Penalty: 2758.702881
	Iteration 23Q: 3 clusters Score -1160058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1160132.125000 Penalty: 2758.702881
	Iteration 24Q: 3 clusters Score -1160132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1160204.875000 Penalty: 2758.702881
	Iteration 25Q: 3 clusters Score -1160205 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1160255.625000 Penalty: 2758.702881
	Iteration 26Q: 3 clusters Score -1160256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1160295.000000 Penalty: 2758.702881
	Iteration 27Q: 3 clusters Score -1160295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1160331.750000 Penalty: 2758.702881
	Iteration 28Q: 3 clusters Score -1160332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1160365.000000 Penalty: 2758.702881
	Iteration 29Q: 3 clusters Score -1160365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1160409.375000 Penalty: 2758.702881
	Iteration 30Q: 3 clusters Score -1160409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1160441.125000 Penalty: 2758.702881
	Iteration 31Q: 3 clusters Score -1160441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1160473.750000 Penalty: 2758.702881
	Iteration 32Q: 3 clusters Score -1160474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1160494.375000 Penalty: 2758.702881
	Iteration 33Q: 3 clusters Score -1160494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1160504.000000 Penalty: 2758.702881
	Iteration 34Q: 3 clusters Score -1160504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1160514.750000 Penalty: 2758.702881
	Iteration 35Q: 3 clusters Score -1160515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1160525.250000 Penalty: 2758.702881
	Iteration 36Q: 3 clusters Score -1160525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1160536.375000 Penalty: 2758.702881
	Iteration 37Q: 3 clusters Score -1160536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1160543.500000 Penalty: 2758.702881
	Iteration 38Q: 3 clusters Score -1160544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1160551.500000 Penalty: 2758.702881
	Iteration 39Q: 3 clusters Score -1160552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1160556.000000 Penalty: 2758.702881
	Iteration 40F: 3 clusters Score -1160556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1160558.500000 Penalty: 2758.702881
	Iteration 41Q: 3 clusters Score -1160558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1160562.500000 Penalty: 2758.702881
	Iteration 42Q: 3 clusters Score -1160562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1160564.750000 Penalty: 2758.702881
	Iteration 43Q: 3 clusters Score -1160565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1160566.875000 Penalty: 2758.702881
	Iteration 44Q: 3 clusters Score -1160567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1160569.125000 Penalty: 2758.702881
	Iteration 45Q: 3 clusters Score -1160569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1160570.875000 Penalty: 2758.702881
	Iteration 46Q: 3 clusters Score -1160571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1160572.750000 Penalty: 2758.702881
	Iteration 47Q: 3 clusters Score -1160573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1160580.375000 Penalty: 2758.702881
	Iteration 48Q: 3 clusters Score -1160580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1160583.500000 Penalty: 2758.702881
	Iteration 49Q: 3 clusters Score -1160584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1160585.250000 Penalty: 2758.702881
	Iteration 50Q: 3 clusters Score -1160585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1160590.625000 Penalty: 2758.702881
	Iteration 51Q: 3 clusters Score -1160591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1160597.500000 Penalty: 2758.702881
	Iteration 52Q: 3 clusters Score -1160598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1160601.625000 Penalty: 2758.702881
	Iteration 53Q: 3 clusters Score -1160602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1160604.125000 Penalty: 2758.702881
	Iteration 54Q: 3 clusters Score -1160604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1160611.125000 Penalty: 2758.702881
	Iteration 55Q: 3 clusters Score -1160611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1160615.000000 Penalty: 2758.702881
	Iteration 56Q: 3 clusters Score -1160615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1160616.250000 Penalty: 2758.702881
	Iteration 57Q: 3 clusters Score -1160616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1160618.250000 Penalty: 2758.702881
	Iteration 58Q: 3 clusters Score -1160618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1160618.500000 Penalty: 2758.702881
	Iteration 59Q: 3 clusters Score -1160618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1160618.500000 Penalty: 2758.702881
	Iteration 60F: 3 clusters Score -1160618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -900118.937500 Penalty: 1339.106689
	Iteration 0F: 2 clusters Score -900118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -894572.125000 Penalty: 2678.213379
	Iteration 0F: 3 clusters Score -894572.1 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -896275.875000 Penalty: 2678.213379
	Iteration 1F: 3 clusters Score -896275.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -896541.687500 Penalty: 2678.213379
	Iteration 2F: 3 clusters Score -896541.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -896706.812500 Penalty: 2678.213379
	Iteration 3Q: 3 clusters Score -896706.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -896818.312500 Penalty: 2678.213379
	Iteration 4Q: 3 clusters Score -896818.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -896897.437500 Penalty: 2678.213379
	Iteration 5Q: 3 clusters Score -896897.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -896961.812500 Penalty: 2678.213379
	Iteration 6Q: 3 clusters Score -896961.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -897019.375000 Penalty: 2678.213379
	Iteration 7Q: 3 clusters Score -897019.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -897083.125000 Penalty: 2678.213379
	Iteration 8Q: 3 clusters Score -897083.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -897152.562500 Penalty: 2678.213379
	Iteration 9Q: 3 clusters Score -897152.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -897215.750000 Penalty: 2678.213379
	Iteration 10Q: 3 clusters Score -897215.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -897278.812500 Penalty: 2678.213379
	Iteration 11Q: 3 clusters Score -897278.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -897346.062500 Penalty: 2678.213379
	Iteration 12Q: 3 clusters Score -897346.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -897437.250000 Penalty: 2678.213379
	Iteration 13Q: 3 clusters Score -897437.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -897550.000000 Penalty: 2678.213379
	Iteration 14Q: 3 clusters Score -897550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -897679.687500 Penalty: 2678.213379
	Iteration 15Q: 3 clusters Score -897679.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -897819.187500 Penalty: 2678.213379
	Iteration 16Q: 3 clusters Score -897819.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -897966.937500 Penalty: 2678.213379
	Iteration 17Q: 3 clusters Score -897966.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -898158.250000 Penalty: 2678.213379
	Iteration 18Q: 3 clusters Score -898158.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -898327.625000 Penalty: 2678.213379
	Iteration 19Q: 3 clusters Score -898327.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -898466.312500 Penalty: 2678.213379
	Iteration 20F: 3 clusters Score -898466.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -898605.937500 Penalty: 2678.213379
	Iteration 21Q: 3 clusters Score -898605.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -898705.062500 Penalty: 2678.213379
	Iteration 22Q: 3 clusters Score -898705.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -898774.125000 Penalty: 2678.213379
	Iteration 23Q: 3 clusters Score -898774.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -898833.875000 Penalty: 2678.213379
	Iteration 24Q: 3 clusters Score -898833.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -898883.875000 Penalty: 2678.213379
	Iteration 25Q: 3 clusters Score -898883.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -898913.375000 Penalty: 2678.213379
	Iteration 26Q: 3 clusters Score -898913.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -898934.125000 Penalty: 2678.213379
	Iteration 27Q: 3 clusters Score -898934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -898954.125000 Penalty: 2678.213379
	Iteration 28Q: 3 clusters Score -898954.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -898969.500000 Penalty: 2678.213379
	Iteration 29Q: 3 clusters Score -898969.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -898980.937500 Penalty: 2678.213379
	Iteration 30Q: 3 clusters Score -898980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -898985.875000 Penalty: 2678.213379
	Iteration 31Q: 3 clusters Score -898985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -898988.187500 Penalty: 2678.213379
	Iteration 32Q: 3 clusters Score -898988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -898988.750000 Penalty: 2678.213379
	Iteration 33Q: 3 clusters Score -898988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -898989.937500 Penalty: 2678.213379
	Iteration 34Q: 3 clusters Score -898989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -898989.937500 Penalty: 2678.213379
	Iteration 35F: 3 clusters Score -898989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -469801.187500 Penalty: 1240.312134
	Iteration 0F: 2 clusters Score -469801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -466627.906250 Penalty: 2480.624268
	Iteration 0F: 3 clusters Score -466627.9 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -467526.843750 Penalty: 2480.624268
	Iteration 1F: 3 clusters Score -467526.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -467718.156250 Penalty: 2480.624268
	Iteration 2F: 3 clusters Score -467718.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -467835.312500 Penalty: 2480.624268
	Iteration 3F: 3 clusters Score -467835.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -467919.625000 Penalty: 2480.624268
	Iteration 4Q: 3 clusters Score -467919.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -467997.500000 Penalty: 2480.624268
	Iteration 5Q: 3 clusters Score -467997.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -468056.437500 Penalty: 2480.624268
	Iteration 6Q: 3 clusters Score -468056.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -468102.500000 Penalty: 2480.624268
	Iteration 7Q: 3 clusters Score -468102.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -468143.218750 Penalty: 2480.624268
	Iteration 8Q: 3 clusters Score -468143.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -468192.000000 Penalty: 2480.624268
	Iteration 9Q: 3 clusters Score -468192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -468236.375000 Penalty: 2480.624268
	Iteration 10Q: 3 clusters Score -468236.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -468290.375000 Penalty: 2480.624268
	Iteration 11Q: 3 clusters Score -468290.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -468345.968750 Penalty: 2480.624268
	Iteration 12Q: 3 clusters Score -468346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -468415.843750 Penalty: 2480.624268
	Iteration 13Q: 3 clusters Score -468415.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -468493.125000 Penalty: 2480.624268
	Iteration 14Q: 3 clusters Score -468493.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -468574.593750 Penalty: 2480.624268
	Iteration 15Q: 3 clusters Score -468574.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -468644.968750 Penalty: 2480.624268
	Iteration 16Q: 3 clusters Score -468645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -468707.656250 Penalty: 2480.624268
	Iteration 17Q: 3 clusters Score -468707.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -468785.218750 Penalty: 2480.624268
	Iteration 18Q: 3 clusters Score -468785.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -468846.281250 Penalty: 2480.624268
	Iteration 19Q: 3 clusters Score -468846.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -468888.843750 Penalty: 2480.624268
	Iteration 20F: 3 clusters Score -468888.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -468940.312500 Penalty: 2480.624268
	Iteration 21Q: 3 clusters Score -468940.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -468995.000000 Penalty: 2480.624268
	Iteration 22Q: 3 clusters Score -468995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -469032.875000 Penalty: 2480.624268
	Iteration 23Q: 3 clusters Score -469032.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -469063.687500 Penalty: 2480.624268
	Iteration 24Q: 3 clusters Score -469063.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -469080.218750 Penalty: 2480.624268
	Iteration 25Q: 3 clusters Score -469080.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -469091.406250 Penalty: 2480.624268
	Iteration 26Q: 3 clusters Score -469091.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -469097.406250 Penalty: 2480.624268
	Iteration 27Q: 3 clusters Score -469097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -469100.687500 Penalty: 2480.624268
	Iteration 28Q: 3 clusters Score -469100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -469102.843750 Penalty: 2480.624268
	Iteration 29Q: 3 clusters Score -469102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -469102.843750 Penalty: 2480.624268
	Iteration 30F: 3 clusters Score -469102.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -28180.949219 Penalty: 858.790466
	Iteration 0F: 2 clusters Score -28180.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27415.460938 Penalty: 1717.580933
	Iteration 0F: 3 clusters Score -27415.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27540.964844 Penalty: 1717.580933
	Iteration 1F: 3 clusters Score -27540.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27564.357422 Penalty: 1717.580933
	Iteration 2Q: 3 clusters Score -27564.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27577.355469 Penalty: 1717.580933
	Iteration 3Q: 3 clusters Score -27577.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27599.115234 Penalty: 1717.580933
	Iteration 4Q: 3 clusters Score -27599.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27612.025391 Penalty: 1717.580933
	Iteration 5Q: 3 clusters Score -27612.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27618.300781 Penalty: 1717.580933
	Iteration 6Q: 3 clusters Score -27618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27624.998047 Penalty: 1717.580933
	Iteration 7Q: 3 clusters Score -27625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27629.548828 Penalty: 1717.580933
	Iteration 8Q: 3 clusters Score -27629.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27629.548828 Penalty: 1717.580933
	Iteration 9F: 3 clusters Score -27629.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Entering Unmasked Estep 
Score: -5940134.000000 Penalty: 1618.908691
	Iteration 0F: 2 clusters Score -5940134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5905362.000000 Penalty: 3237.817383
	Iteration 0F: 3 clusters Score -5905362 nChanged 24625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5919210.500000 Penalty: 3237.817383
	Iteration 1F: 3 clusters Score -5919210 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5919833.500000 Penalty: 3237.817383
	Iteration 2Q: 3 clusters Score -5919834 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5920497.000000 Penalty: 3237.817383
	Iteration 3Q: 3 clusters Score -5920497 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5921225.000000 Penalty: 3237.817383
	Iteration 4Q: 3 clusters Score -5921225 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -5922167.000000 Penalty: 3237.817383
	Iteration 5Q: 3 clusters Score -5922167 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -5923414.500000 Penalty: 3237.817383
	Iteration 6Q: 3 clusters Score -5923414 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -5925022.000000 Penalty: 3237.817383
	Iteration 7F: 3 clusters Score -5925022 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5927176.000000 Penalty: 3237.817383
	Iteration 8F: 3 clusters Score -5927176 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -5929784.500000 Penalty: 3237.817383
	Iteration 9F: 3 clusters Score -5929784 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -5932319.500000 Penalty: 3237.817383
	Iteration 10F: 3 clusters Score -5932320 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5934233.500000 Penalty: 3237.817383
	Iteration 11Q: 3 clusters Score -5934234 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5935373.000000 Penalty: 3237.817383
	Iteration 12Q: 3 clusters Score -5935373 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -5936019.500000 Penalty: 3237.817383
	Iteration 13Q: 3 clusters Score -5936020 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -5936470.500000 Penalty: 3237.817383
	Iteration 14Q: 3 clusters Score -5936470 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5936776.000000 Penalty: 3237.817383
	Iteration 15Q: 3 clusters Score -5936776 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -5937006.500000 Penalty: 3237.817383
	Iteration 16Q: 3 clusters Score -5937006 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -5937275.000000 Penalty: 3237.817383
	Iteration 17Q: 3 clusters Score -5937275 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5937421.000000 Penalty: 3237.817383
	Iteration 18Q: 3 clusters Score -5937421 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -5937535.000000 Penalty: 3237.817383
	Iteration 19Q: 3 clusters Score -5937535 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5937663.500000 Penalty: 3237.817383
	Iteration 20F: 3 clusters Score -5937664 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5937725.000000 Penalty: 3237.817383
	Iteration 21Q: 3 clusters Score -5937725 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5937835.000000 Penalty: 3237.817383
	Iteration 22Q: 3 clusters Score -5937835 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -5937920.000000 Penalty: 3237.817383
	Iteration 23Q: 3 clusters Score -5937920 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5938021.500000 Penalty: 3237.817383
	Iteration 24Q: 3 clusters Score -5938022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5938076.500000 Penalty: 3237.817383
	Iteration 25Q: 3 clusters Score -5938076 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5938137.000000 Penalty: 3237.817383
	Iteration 26Q: 3 clusters Score -5938137 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5938184.000000 Penalty: 3237.817383
	Iteration 27Q: 3 clusters Score -5938184 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5938242.500000 Penalty: 3237.817383
	Iteration 28Q: 3 clusters Score -5938242 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5938295.500000 Penalty: 3237.817383
	Iteration 29Q: 3 clusters Score -5938296 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5938346.000000 Penalty: 3237.817383
	Iteration 30Q: 3 clusters Score -5938346 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5938412.500000 Penalty: 3237.817383
	Iteration 31Q: 3 clusters Score -5938412 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5938464.000000 Penalty: 3237.817383
	Iteration 32Q: 3 clusters Score -5938464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5938490.000000 Penalty: 3237.817383
	Iteration 33Q: 3 clusters Score -5938490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5938537.000000 Penalty: 3237.817383
	Iteration 34Q: 3 clusters Score -5938537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5938586.000000 Penalty: 3237.817383
	Iteration 35Q: 3 clusters Score -5938586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5938617.500000 Penalty: 3237.817383
	Iteration 36Q: 3 clusters Score -5938618 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5938641.500000 Penalty: 3237.817383
	Iteration 37Q: 3 clusters Score -5938642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5938654.500000 Penalty: 3237.817383
	Iteration 38Q: 3 clusters Score -5938654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5938669.500000 Penalty: 3237.817383
	Iteration 39Q: 3 clusters Score -5938670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5938699.000000 Penalty: 3237.817383
	Iteration 40F: 3 clusters Score -5938699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5938725.000000 Penalty: 3237.817383
	Iteration 41Q: 3 clusters Score -5938725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5938732.000000 Penalty: 3237.817383
	Iteration 42Q: 3 clusters Score -5938732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5938751.500000 Penalty: 3237.817383
	Iteration 43Q: 3 clusters Score -5938752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5938785.500000 Penalty: 3237.817383
	Iteration 44Q: 3 clusters Score -5938786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5938810.000000 Penalty: 3237.817383
	Iteration 45Q: 3 clusters Score -5938810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5938820.000000 Penalty: 3237.817383
	Iteration 46Q: 3 clusters Score -5938820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5938827.000000 Penalty: 3237.817383
	Iteration 47Q: 3 clusters Score -5938827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5938832.500000 Penalty: 3237.817383
	Iteration 48Q: 3 clusters Score -5938832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5938838.500000 Penalty: 3237.817383
	Iteration 49Q: 3 clusters Score -5938838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5938864.000000 Penalty: 3237.817383
	Iteration 50Q: 3 clusters Score -5938864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5938882.500000 Penalty: 3237.817383
	Iteration 51Q: 3 clusters Score -5938882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5938894.000000 Penalty: 3237.817383
	Iteration 52Q: 3 clusters Score -5938894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5938890.000000 Penalty: 3237.817383
	Iteration 53Q: 3 clusters Score -5938890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5938907.500000 Penalty: 3237.817383
	Iteration 54Q: 3 clusters Score -5938908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5938912.500000 Penalty: 3237.817383
	Iteration 55Q: 3 clusters Score -5938912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5938927.000000 Penalty: 3237.817383
	Iteration 56Q: 3 clusters Score -5938927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5938924.500000 Penalty: 3237.817383
	Iteration 57Q: 3 clusters Score -5938924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5938936.500000 Penalty: 3237.817383
	Iteration 58Q: 3 clusters Score -5938936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5938951.000000 Penalty: 3237.817383
	Iteration 59Q: 3 clusters Score -5938951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5938959.500000 Penalty: 3237.817383
	Iteration 60F: 3 clusters Score -5938960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5938969.500000 Penalty: 3237.817383
	Iteration 61Q: 3 clusters Score -5938970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5938966.000000 Penalty: 3237.817383
	Iteration 62Q: 3 clusters Score -5938966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5938977.500000 Penalty: 3237.817383
	Iteration 63Q: 3 clusters Score -5938978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5938988.000000 Penalty: 3237.817383
	Iteration 64Q: 3 clusters Score -5938988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5938994.500000 Penalty: 3237.817383
	Iteration 65Q: 3 clusters Score -5938994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5939001.500000 Penalty: 3237.817383
	Iteration 66Q: 3 clusters Score -5939002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5939019.000000 Penalty: 3237.817383
	Iteration 67Q: 3 clusters Score -5939019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5939015.000000 Penalty: 3237.817383
	Iteration 68Q: 3 clusters Score -5939015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5939015.500000 Penalty: 3237.817383
	Iteration 69Q: 3 clusters Score -5939016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5939003.500000 Penalty: 3237.817383
	Iteration 70Q: 3 clusters Score -5939004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5939012.000000 Penalty: 3237.817383
	Iteration 71Q: 3 clusters Score -5939012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5939013.500000 Penalty: 3237.817383
	Iteration 72Q: 3 clusters Score -5939014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5939010.000000 Penalty: 3237.817383
	Iteration 73Q: 3 clusters Score -5939010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5939019.000000 Penalty: 3237.817383
	Iteration 74Q: 3 clusters Score -5939019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5939032.000000 Penalty: 3237.817383
	Iteration 75Q: 3 clusters Score -5939032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5939029.500000 Penalty: 3237.817383
	Iteration 76Q: 3 clusters Score -5939030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5939021.500000 Penalty: 3237.817383
	Iteration 77Q: 3 clusters Score -5939022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5939024.000000 Penalty: 3237.817383
	Iteration 78Q: 3 clusters Score -5939024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5939019.000000 Penalty: 3237.817383
	Iteration 79Q: 3 clusters Score -5939019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5939022.000000 Penalty: 3237.817383
	Iteration 80F: 3 clusters Score -5939022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5939017.000000 Penalty: 3237.817383
	Iteration 81Q: 3 clusters Score -5939017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5939026.500000 Penalty: 3237.817383
	Iteration 82Q: 3 clusters Score -5939026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5939019.000000 Penalty: 3237.817383
	Iteration 83Q: 3 clusters Score -5939019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5939021.500000 Penalty: 3237.817383
	Iteration 84Q: 3 clusters Score -5939022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5939021.500000 Penalty: 3237.817383
	Iteration 85F: 3 clusters Score -5939022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -313938.750000 Penalty: 1203.942993
	Iteration 0F: 2 clusters Score -313938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -311434.312500 Penalty: 2407.885986
	Iteration 0F: 3 clusters Score -311434.3 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -312384.156250 Penalty: 2407.885986
	Iteration 1F: 3 clusters Score -312384.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -312719.656250 Penalty: 2407.885986
	Iteration 2F: 3 clusters Score -312719.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312951.062500 Penalty: 2407.885986
	Iteration 3F: 3 clusters Score -312951.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -313134.031250 Penalty: 2407.885986
	Iteration 4F: 3 clusters Score -313134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -313276.281250 Penalty: 2407.885986
	Iteration 5Q: 3 clusters Score -313276.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -313396.156250 Penalty: 2407.885986
	Iteration 6Q: 3 clusters Score -313396.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -313482.375000 Penalty: 2407.885986
	Iteration 7Q: 3 clusters Score -313482.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -313547.125000 Penalty: 2407.885986
	Iteration 8Q: 3 clusters Score -313547.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -313606.375000 Penalty: 2407.885986
	Iteration 9Q: 3 clusters Score -313606.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -313650.875000 Penalty: 2407.885986
	Iteration 10Q: 3 clusters Score -313650.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -313681.906250 Penalty: 2407.885986
	Iteration 11Q: 3 clusters Score -313681.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -313699.406250 Penalty: 2407.885986
	Iteration 12Q: 3 clusters Score -313699.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -313717.718750 Penalty: 2407.885986
	Iteration 13Q: 3 clusters Score -313717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -313728.687500 Penalty: 2407.885986
	Iteration 14Q: 3 clusters Score -313728.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -313734.718750 Penalty: 2407.885986
	Iteration 15Q: 3 clusters Score -313734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -313739.968750 Penalty: 2407.885986
	Iteration 16Q: 3 clusters Score -313740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -313746.406250 Penalty: 2407.885986
	Iteration 17Q: 3 clusters Score -313746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313750.531250 Penalty: 2407.885986
	Iteration 18Q: 3 clusters Score -313750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313753.656250 Penalty: 2407.885986
	Iteration 19Q: 3 clusters Score -313753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -313755.593750 Penalty: 2407.885986
	Iteration 20F: 3 clusters Score -313755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -313759.250000 Penalty: 2407.885986
	Iteration 21Q: 3 clusters Score -313759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -313763.093750 Penalty: 2407.885986
	Iteration 22Q: 3 clusters Score -313763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -313766.093750 Penalty: 2407.885986
	Iteration 23Q: 3 clusters Score -313766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -313767.531250 Penalty: 2407.885986
	Iteration 24Q: 3 clusters Score -313767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -313769.000000 Penalty: 2407.885986
	Iteration 25Q: 3 clusters Score -313769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -313769.656250 Penalty: 2407.885986
	Iteration 26Q: 3 clusters Score -313769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -313769.718750 Penalty: 2407.885986
	Iteration 27Q: 3 clusters Score -313769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -313769.718750 Penalty: 2407.885986
	Iteration 28Q: 3 clusters Score -313769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -313769.718750 Penalty: 2407.885986
	Iteration 29F: 3 clusters Score -313769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -312428.656250 Penalty: 1184.911011
	Iteration 0F: 2 clusters Score -312428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310048.062500 Penalty: 2369.822021
	Iteration 0F: 3 clusters Score -310048.1 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -310689.500000 Penalty: 2369.822021
	Iteration 1F: 3 clusters Score -310689.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -310824.906250 Penalty: 2369.822021
	Iteration 2F: 3 clusters Score -310824.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -310906.062500 Penalty: 2369.822021
	Iteration 3Q: 3 clusters Score -310906.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -310962.281250 Penalty: 2369.822021
	Iteration 4Q: 3 clusters Score -310962.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -310998.812500 Penalty: 2369.822021
	Iteration 5Q: 3 clusters Score -310998.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -311027.031250 Penalty: 2369.822021
	Iteration 6Q: 3 clusters Score -311027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -311047.343750 Penalty: 2369.822021
	Iteration 7Q: 3 clusters Score -311047.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -311070.687500 Penalty: 2369.822021
	Iteration 8Q: 3 clusters Score -311070.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -311096.125000 Penalty: 2369.822021
	Iteration 9Q: 3 clusters Score -311096.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311115.312500 Penalty: 2369.822021
	Iteration 10Q: 3 clusters Score -311115.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -311146.906250 Penalty: 2369.822021
	Iteration 11Q: 3 clusters Score -311146.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -311171.468750 Penalty: 2369.822021
	Iteration 12Q: 3 clusters Score -311171.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -311190.656250 Penalty: 2369.822021
	Iteration 13Q: 3 clusters Score -311190.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -311209.906250 Penalty: 2369.822021
	Iteration 14Q: 3 clusters Score -311209.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -311225.875000 Penalty: 2369.822021
	Iteration 15Q: 3 clusters Score -311225.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -311238.656250 Penalty: 2369.822021
	Iteration 16Q: 3 clusters Score -311238.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -311253.531250 Penalty: 2369.822021
	Iteration 17Q: 3 clusters Score -311253.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -311269.031250 Penalty: 2369.822021
	Iteration 18Q: 3 clusters Score -311269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -311285.093750 Penalty: 2369.822021
	Iteration 19Q: 3 clusters Score -311285.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -311297.687500 Penalty: 2369.822021
	Iteration 20F: 3 clusters Score -311297.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311308.906250 Penalty: 2369.822021
	Iteration 21Q: 3 clusters Score -311308.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311314.000000 Penalty: 2369.822021
	Iteration 22Q: 3 clusters Score -311314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -311320.375000 Penalty: 2369.822021
	Iteration 23Q: 3 clusters Score -311320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -311326.625000 Penalty: 2369.822021
	Iteration 24Q: 3 clusters Score -311326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311328.531250 Penalty: 2369.822021
	Iteration 25Q: 3 clusters Score -311328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311329.875000 Penalty: 2369.822021
	Iteration 26Q: 3 clusters Score -311329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311330.656250 Penalty: 2369.822021
	Iteration 27Q: 3 clusters Score -311330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -311330.593750 Penalty: 2369.822021
	Iteration 28Q: 3 clusters Score -311330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -311331.781250 Penalty: 2369.822021
	Iteration 29Q: 3 clusters Score -311331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -311332.250000 Penalty: 2369.822021
	Iteration 30Q: 3 clusters Score -311332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -311332.250000 Penalty: 2369.822021
	Iteration 31F: 3 clusters Score -311332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Entering Unmasked Estep 
Score: -4861517.000000 Penalty: 1581.130737
	Iteration 0F: 2 clusters Score -4861517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4834736.500000 Penalty: 3162.261475
	Iteration 0F: 3 clusters Score -4834736 nChanged 18945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4845004.500000 Penalty: 3162.261475
	Iteration 1F: 3 clusters Score -4845004 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4845607.500000 Penalty: 3162.261475
	Iteration 2Q: 3 clusters Score -4845608 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -4846359.000000 Penalty: 3162.261475
	Iteration 3Q: 3 clusters Score -4846359 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4847334.500000 Penalty: 3162.261475
	Iteration 4Q: 3 clusters Score -4847334 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4848267.000000 Penalty: 3162.261475
	Iteration 5Q: 3 clusters Score -4848267 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4849189.500000 Penalty: 3162.261475
	Iteration 6Q: 3 clusters Score -4849190 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4849999.500000 Penalty: 3162.261475
	Iteration 7Q: 3 clusters Score -4850000 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -4850756.000000 Penalty: 3162.261475
	Iteration 8Q: 3 clusters Score -4850756 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4851494.000000 Penalty: 3162.261475
	Iteration 9Q: 3 clusters Score -4851494 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -4852279.500000 Penalty: 3162.261475
	Iteration 10Q: 3 clusters Score -4852280 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4852994.500000 Penalty: 3162.261475
	Iteration 11Q: 3 clusters Score -4852994 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4853733.000000 Penalty: 3162.261475
	Iteration 12Q: 3 clusters Score -4853733 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4854493.500000 Penalty: 3162.261475
	Iteration 13Q: 3 clusters Score -4854494 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4855308.000000 Penalty: 3162.261475
	Iteration 14Q: 3 clusters Score -4855308 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4856118.000000 Penalty: 3162.261475
	Iteration 15Q: 3 clusters Score -4856118 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4856976.500000 Penalty: 3162.261475
	Iteration 16Q: 3 clusters Score -4856976 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4857746.500000 Penalty: 3162.261475
	Iteration 17Q: 3 clusters Score -4857746 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4858399.500000 Penalty: 3162.261475
	Iteration 18Q: 3 clusters Score -4858400 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4858967.500000 Penalty: 3162.261475
	Iteration 19Q: 3 clusters Score -4858968 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4859373.500000 Penalty: 3162.261475
	Iteration 20F: 3 clusters Score -4859374 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -4859668.500000 Penalty: 3162.261475
	Iteration 21Q: 3 clusters Score -4859668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4859901.500000 Penalty: 3162.261475
	Iteration 22Q: 3 clusters Score -4859902 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4860124.500000 Penalty: 3162.261475
	Iteration 23Q: 3 clusters Score -4860124 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -4860258.500000 Penalty: 3162.261475
	Iteration 24Q: 3 clusters Score -4860258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4860361.000000 Penalty: 3162.261475
	Iteration 25Q: 3 clusters Score -4860361 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -4860437.500000 Penalty: 3162.261475
	Iteration 26Q: 3 clusters Score -4860438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4860478.500000 Penalty: 3162.261475
	Iteration 27Q: 3 clusters Score -4860478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4860505.500000 Penalty: 3162.261475
	Iteration 28Q: 3 clusters Score -4860506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4860522.000000 Penalty: 3162.261475
	Iteration 29Q: 3 clusters Score -4860522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4860537.500000 Penalty: 3162.261475
	Iteration 30Q: 3 clusters Score -4860538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4860545.000000 Penalty: 3162.261475
	Iteration 31Q: 3 clusters Score -4860545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4860561.500000 Penalty: 3162.261475
	Iteration 32Q: 3 clusters Score -4860562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4860566.000000 Penalty: 3162.261475
	Iteration 33Q: 3 clusters Score -4860566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4860579.000000 Penalty: 3162.261475
	Iteration 34Q: 3 clusters Score -4860579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -4860580.500000 Penalty: 3162.261475
	Iteration 35Q: 3 clusters Score -4860580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -4860583.000000 Penalty: 3162.261475
	Iteration 36Q: 3 clusters Score -4860583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -4860600.500000 Penalty: 3162.261475
	Iteration 37Q: 3 clusters Score -4860600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -4860597.000000 Penalty: 3162.261475
	Iteration 38Q: 3 clusters Score -4860597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -4860609.000000 Penalty: 3162.261475
	Iteration 39Q: 3 clusters Score -4860609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -4860607.000000 Penalty: 3162.261475
	Iteration 40F: 3 clusters Score -4860607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4860617.500000 Penalty: 3162.261475
	Iteration 41Q: 3 clusters Score -4860618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -4860625.000000 Penalty: 3162.261475
	Iteration 42Q: 3 clusters Score -4860625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4860621.500000 Penalty: 3162.261475
	Iteration 43Q: 3 clusters Score -4860622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4860626.500000 Penalty: 3162.261475
	Iteration 44Q: 3 clusters Score -4860626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4860625.500000 Penalty: 3162.261475
	Iteration 45Q: 3 clusters Score -4860626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4860627.500000 Penalty: 3162.261475
	Iteration 46Q: 3 clusters Score -4860628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4860627.500000 Penalty: 3162.261475
	Iteration 47F: 3 clusters Score -4860628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Entering Unmasked Estep 
Score: -1163359.375000 Penalty: 1368.807739
	Iteration 0F: 2 clusters Score -1163359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1156624.375000 Penalty: 2737.615479
	Iteration 0F: 3 clusters Score -1156624 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1158840.625000 Penalty: 2737.615479
	Iteration 1F: 3 clusters Score -1158841 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1159141.750000 Penalty: 2737.615479
	Iteration 2F: 3 clusters Score -1159142 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1159362.500000 Penalty: 2737.615479
	Iteration 3F: 3 clusters Score -1159362 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1159515.000000 Penalty: 2737.615479
	Iteration 4Q: 3 clusters Score -1159515 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1159645.250000 Penalty: 2737.615479
	Iteration 5Q: 3 clusters Score -1159645 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1159761.125000 Penalty: 2737.615479
	Iteration 6Q: 3 clusters Score -1159761 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1159895.000000 Penalty: 2737.615479
	Iteration 7Q: 3 clusters Score -1159895 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1160048.250000 Penalty: 2737.615479
	Iteration 8Q: 3 clusters Score -1160048 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1160237.875000 Penalty: 2737.615479
	Iteration 9Q: 3 clusters Score -1160238 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1160466.375000 Penalty: 2737.615479
	Iteration 10Q: 3 clusters Score -1160466 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1160724.500000 Penalty: 2737.615479
	Iteration 11Q: 3 clusters Score -1160724 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1160997.625000 Penalty: 2737.615479
	Iteration 12Q: 3 clusters Score -1160998 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1161273.000000 Penalty: 2737.615479
	Iteration 13Q: 3 clusters Score -1161273 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1161506.500000 Penalty: 2737.615479
	Iteration 14Q: 3 clusters Score -1161506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1161682.875000 Penalty: 2737.615479
	Iteration 15Q: 3 clusters Score -1161683 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1161845.750000 Penalty: 2737.615479
	Iteration 16Q: 3 clusters Score -1161846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1161963.625000 Penalty: 2737.615479
	Iteration 17Q: 3 clusters Score -1161964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1162031.625000 Penalty: 2737.615479
	Iteration 18Q: 3 clusters Score -1162032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1162088.625000 Penalty: 2737.615479
	Iteration 19Q: 3 clusters Score -1162089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1162131.125000 Penalty: 2737.615479
	Iteration 20F: 3 clusters Score -1162131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1162169.375000 Penalty: 2737.615479
	Iteration 21Q: 3 clusters Score -1162169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1162196.375000 Penalty: 2737.615479
	Iteration 22Q: 3 clusters Score -1162196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1162225.625000 Penalty: 2737.615479
	Iteration 23Q: 3 clusters Score -1162226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1162244.875000 Penalty: 2737.615479
	Iteration 24Q: 3 clusters Score -1162245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1162270.750000 Penalty: 2737.615479
	Iteration 25Q: 3 clusters Score -1162271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1162284.250000 Penalty: 2737.615479
	Iteration 26Q: 3 clusters Score -1162284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1162292.875000 Penalty: 2737.615479
	Iteration 27Q: 3 clusters Score -1162293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1162308.750000 Penalty: 2737.615479
	Iteration 28Q: 3 clusters Score -1162309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1162314.625000 Penalty: 2737.615479
	Iteration 29Q: 3 clusters Score -1162315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1162318.750000 Penalty: 2737.615479
	Iteration 30Q: 3 clusters Score -1162319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1162332.375000 Penalty: 2737.615479
	Iteration 31Q: 3 clusters Score -1162332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1162341.000000 Penalty: 2737.615479
	Iteration 32Q: 3 clusters Score -1162341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1162345.875000 Penalty: 2737.615479
	Iteration 33Q: 3 clusters Score -1162346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1162349.250000 Penalty: 2737.615479
	Iteration 34Q: 3 clusters Score -1162349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1162354.875000 Penalty: 2737.615479
	Iteration 35Q: 3 clusters Score -1162355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1162357.750000 Penalty: 2737.615479
	Iteration 36Q: 3 clusters Score -1162358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1162356.875000 Penalty: 2737.615479
	Iteration 37Q: 3 clusters Score -1162357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1162357.750000 Penalty: 2737.615479
	Iteration 38Q: 3 clusters Score -1162358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1162357.750000 Penalty: 2737.615479
	Iteration 39F: 3 clusters Score -1162358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Entering Unmasked Estep 
Score: -7228312.000000 Penalty: 1645.262695
	Iteration 0F: 2 clusters Score -7228312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -7187076.500000 Penalty: 3290.525391
	Iteration 0F: 3 clusters Score -7187076 nChanged 29492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -7203851.000000 Penalty: 3290.525391
	Iteration 1F: 3 clusters Score -7203851 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -7204909.000000 Penalty: 3290.525391
	Iteration 2Q: 3 clusters Score -7204909 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7206092.000000 Penalty: 3290.525391
	Iteration 3Q: 3 clusters Score -7206092 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -7207638.000000 Penalty: 3290.525391
	Iteration 4F: 3 clusters Score -7207638 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -7209802.500000 Penalty: 3290.525391
	Iteration 5F: 3 clusters Score -7209802 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -7212792.500000 Penalty: 3290.525391
	Iteration 6F: 3 clusters Score -7212792 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -7216586.500000 Penalty: 3290.525391
	Iteration 7F: 3 clusters Score -7216586 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -7220480.500000 Penalty: 3290.525391
	Iteration 8F: 3 clusters Score -7220480 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -7223158.500000 Penalty: 3290.525391
	Iteration 9Q: 3 clusters Score -7223158 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7224861.500000 Penalty: 3290.525391
	Iteration 10Q: 3 clusters Score -7224862 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -7225762.000000 Penalty: 3290.525391
	Iteration 11Q: 3 clusters Score -7225762 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -7226292.000000 Penalty: 3290.525391
	Iteration 12Q: 3 clusters Score -7226292 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -7226647.500000 Penalty: 3290.525391
	Iteration 13Q: 3 clusters Score -7226648 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -7226846.500000 Penalty: 3290.525391
	Iteration 14Q: 3 clusters Score -7226846 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -7226954.500000 Penalty: 3290.525391
	Iteration 15Q: 3 clusters Score -7226954 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -7227070.500000 Penalty: 3290.525391
	Iteration 16Q: 3 clusters Score -7227070 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -7227125.500000 Penalty: 3290.525391
	Iteration 17Q: 3 clusters Score -7227126 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -7227218.000000 Penalty: 3290.525391
	Iteration 18Q: 3 clusters Score -7227218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -7227287.500000 Penalty: 3290.525391
	Iteration 19Q: 3 clusters Score -7227288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7227348.000000 Penalty: 3290.525391
	Iteration 20F: 3 clusters Score -7227348 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -7227390.000000 Penalty: 3290.525391
	Iteration 21Q: 3 clusters Score -7227390 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -7227409.500000 Penalty: 3290.525391
	Iteration 22Q: 3 clusters Score -7227410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -7227437.500000 Penalty: 3290.525391
	Iteration 23Q: 3 clusters Score -7227438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -7227451.000000 Penalty: 3290.525391
	Iteration 24Q: 3 clusters Score -7227451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -7227467.000000 Penalty: 3290.525391
	Iteration 25Q: 3 clusters Score -7227467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -7227489.500000 Penalty: 3290.525391
	Iteration 26Q: 3 clusters Score -7227490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -7227509.500000 Penalty: 3290.525391
	Iteration 27Q: 3 clusters Score -7227510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -7227518.000000 Penalty: 3290.525391
	Iteration 28Q: 3 clusters Score -7227518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -7227546.000000 Penalty: 3290.525391
	Iteration 29Q: 3 clusters Score -7227546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -7227554.000000 Penalty: 3290.525391
	Iteration 30Q: 3 clusters Score -7227554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -7227553.000000 Penalty: 3290.525391
	Iteration 31Q: 3 clusters Score -7227553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -7227569.500000 Penalty: 3290.525391
	Iteration 32Q: 3 clusters Score -7227570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -7227605.000000 Penalty: 3290.525391
	Iteration 33Q: 3 clusters Score -7227605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -7227615.500000 Penalty: 3290.525391
	Iteration 34Q: 3 clusters Score -7227616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7227635.000000 Penalty: 3290.525391
	Iteration 35Q: 3 clusters Score -7227635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -7227632.000000 Penalty: 3290.525391
	Iteration 36Q: 3 clusters Score -7227632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7227633.000000 Penalty: 3290.525391
	Iteration 37Q: 3 clusters Score -7227633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -7227647.000000 Penalty: 3290.525391
	Iteration 38Q: 3 clusters Score -7227647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -7227647.000000 Penalty: 3290.525391
	Iteration 39Q: 3 clusters Score -7227647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -7227646.500000 Penalty: 3290.525391
	Iteration 40F: 3 clusters Score -7227646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -7227649.000000 Penalty: 3290.525391
	Iteration 41Q: 3 clusters Score -7227649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -7227653.000000 Penalty: 3290.525391
	Iteration 42Q: 3 clusters Score -7227653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -7227651.500000 Penalty: 3290.525391
	Iteration 43Q: 3 clusters Score -7227652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -7227649.000000 Penalty: 3290.525391
	Iteration 44Q: 3 clusters Score -7227649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -7227659.500000 Penalty: 3290.525391
	Iteration 45Q: 3 clusters Score -7227660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -7227654.500000 Penalty: 3290.525391
	Iteration 46Q: 3 clusters Score -7227654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -7227664.500000 Penalty: 3290.525391
	Iteration 47Q: 3 clusters Score -7227664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -7227662.000000 Penalty: 3290.525391
	Iteration 48Q: 3 clusters Score -7227662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -7227662.000000 Penalty: 3290.525391
	Iteration 49Q: 3 clusters Score -7227662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -7227662.000000 Penalty: 3290.525391
	Iteration 50F: 3 clusters Score -7227662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -557070.000000 Penalty: 1271.380615
	Iteration 0F: 2 clusters Score -557070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -553386.312500 Penalty: 2542.761230
	Iteration 0F: 3 clusters Score -553386.3 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -554507.562500 Penalty: 2542.761230
	Iteration 1F: 3 clusters Score -554507.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -554721.812500 Penalty: 2542.761230
	Iteration 2F: 3 clusters Score -554721.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -554860.250000 Penalty: 2542.761230
	Iteration 3F: 3 clusters Score -554860.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -554963.562500 Penalty: 2542.761230
	Iteration 4Q: 3 clusters Score -554963.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -555040.812500 Penalty: 2542.761230
	Iteration 5Q: 3 clusters Score -555040.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -555101.625000 Penalty: 2542.761230
	Iteration 6Q: 3 clusters Score -555101.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -555149.812500 Penalty: 2542.761230
	Iteration 7Q: 3 clusters Score -555149.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -555191.875000 Penalty: 2542.761230
	Iteration 8Q: 3 clusters Score -555191.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -555221.687500 Penalty: 2542.761230
	Iteration 9Q: 3 clusters Score -555221.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -555239.750000 Penalty: 2542.761230
	Iteration 10Q: 3 clusters Score -555239.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -555252.312500 Penalty: 2542.761230
	Iteration 11Q: 3 clusters Score -555252.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -555262.562500 Penalty: 2542.761230
	Iteration 12Q: 3 clusters Score -555262.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -555271.750000 Penalty: 2542.761230
	Iteration 13Q: 3 clusters Score -555271.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -555278.812500 Penalty: 2542.761230
	Iteration 14Q: 3 clusters Score -555278.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -555287.687500 Penalty: 2542.761230
	Iteration 15Q: 3 clusters Score -555287.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -555293.625000 Penalty: 2542.761230
	Iteration 16Q: 3 clusters Score -555293.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -555297.187500 Penalty: 2542.761230
	Iteration 17Q: 3 clusters Score -555297.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -555303.750000 Penalty: 2542.761230
	Iteration 18Q: 3 clusters Score -555303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -555308.187500 Penalty: 2542.761230
	Iteration 19Q: 3 clusters Score -555308.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -555309.625000 Penalty: 2542.761230
	Iteration 20F: 3 clusters Score -555309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -555314.750000 Penalty: 2542.761230
	Iteration 21Q: 3 clusters Score -555314.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -555316.750000 Penalty: 2542.761230
	Iteration 22Q: 3 clusters Score -555316.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -555321.812500 Penalty: 2542.761230
	Iteration 23Q: 3 clusters Score -555321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -555327.937500 Penalty: 2542.761230
	Iteration 24Q: 3 clusters Score -555327.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -555333.312500 Penalty: 2542.761230
	Iteration 25Q: 3 clusters Score -555333.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -555340.187500 Penalty: 2542.761230
	Iteration 26Q: 3 clusters Score -555340.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -555343.625000 Penalty: 2542.761230
	Iteration 27Q: 3 clusters Score -555343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -555348.625000 Penalty: 2542.761230
	Iteration 28Q: 3 clusters Score -555348.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -555352.937500 Penalty: 2542.761230
	Iteration 29Q: 3 clusters Score -555352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -555358.625000 Penalty: 2542.761230
	Iteration 30Q: 3 clusters Score -555358.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -555365.000000 Penalty: 2542.761230
	Iteration 31Q: 3 clusters Score -555365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -555368.312500 Penalty: 2542.761230
	Iteration 32Q: 3 clusters Score -555368.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -555371.937500 Penalty: 2542.761230
	Iteration 33Q: 3 clusters Score -555371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -555374.625000 Penalty: 2542.761230
	Iteration 34Q: 3 clusters Score -555374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -555376.562500 Penalty: 2542.761230
	Iteration 35Q: 3 clusters Score -555376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -555379.875000 Penalty: 2542.761230
	Iteration 36Q: 3 clusters Score -555379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -555383.437500 Penalty: 2542.761230
	Iteration 37Q: 3 clusters Score -555383.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -555386.250000 Penalty: 2542.761230
	Iteration 38Q: 3 clusters Score -555386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -555390.875000 Penalty: 2542.761230
	Iteration 39Q: 3 clusters Score -555390.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -555394.500000 Penalty: 2542.761230
	Iteration 40F: 3 clusters Score -555394.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -555398.937500 Penalty: 2542.761230
	Iteration 41Q: 3 clusters Score -555398.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -555407.437500 Penalty: 2542.761230
	Iteration 42Q: 3 clusters Score -555407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -555418.000000 Penalty: 2542.761230
	Iteration 43Q: 3 clusters Score -555418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -555431.062500 Penalty: 2542.761230
	Iteration 44Q: 3 clusters Score -555431.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -555442.187500 Penalty: 2542.761230
	Iteration 45Q: 3 clusters Score -555442.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -555466.437500 Penalty: 2542.761230
	Iteration 46Q: 3 clusters Score -555466.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -555498.062500 Penalty: 2542.761230
	Iteration 47Q: 3 clusters Score -555498.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -555530.437500 Penalty: 2542.761230
	Iteration 48Q: 3 clusters Score -555530.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -555564.750000 Penalty: 2542.761230
	Iteration 49Q: 3 clusters Score -555564.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -555602.500000 Penalty: 2542.761230
	Iteration 50Q: 3 clusters Score -555602.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -555630.250000 Penalty: 2542.761230
	Iteration 51Q: 3 clusters Score -555630.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -555647.312500 Penalty: 2542.761230
	Iteration 52Q: 3 clusters Score -555647.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -555667.437500 Penalty: 2542.761230
	Iteration 53Q: 3 clusters Score -555667.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -555690.375000 Penalty: 2542.761230
	Iteration 54Q: 3 clusters Score -555690.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -555706.562500 Penalty: 2542.761230
	Iteration 55Q: 3 clusters Score -555706.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -555724.875000 Penalty: 2542.761230
	Iteration 56Q: 3 clusters Score -555724.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -555748.187500 Penalty: 2542.761230
	Iteration 57Q: 3 clusters Score -555748.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -555763.562500 Penalty: 2542.761230
	Iteration 58Q: 3 clusters Score -555763.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -555781.437500 Penalty: 2542.761230
	Iteration 59Q: 3 clusters Score -555781.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -555803.187500 Penalty: 2542.761230
	Iteration 60F: 3 clusters Score -555803.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -555824.250000 Penalty: 2542.761230
	Iteration 61Q: 3 clusters Score -555824.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -555847.812500 Penalty: 2542.761230
	Iteration 62Q: 3 clusters Score -555847.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -555865.187500 Penalty: 2542.761230
	Iteration 63Q: 3 clusters Score -555865.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -555881.312500 Penalty: 2542.761230
	Iteration 64Q: 3 clusters Score -555881.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -555900.187500 Penalty: 2542.761230
	Iteration 65Q: 3 clusters Score -555900.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -555916.562500 Penalty: 2542.761230
	Iteration 66Q: 3 clusters Score -555916.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -555934.625000 Penalty: 2542.761230
	Iteration 67Q: 3 clusters Score -555934.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -555947.875000 Penalty: 2542.761230
	Iteration 68Q: 3 clusters Score -555947.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -555960.312500 Penalty: 2542.761230
	Iteration 69Q: 3 clusters Score -555960.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -555971.875000 Penalty: 2542.761230
	Iteration 70Q: 3 clusters Score -555971.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -555984.562500 Penalty: 2542.761230
	Iteration 71Q: 3 clusters Score -555984.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -555997.187500 Penalty: 2542.761230
	Iteration 72Q: 3 clusters Score -555997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -556008.500000 Penalty: 2542.761230
	Iteration 73Q: 3 clusters Score -556008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -556016.062500 Penalty: 2542.761230
	Iteration 74Q: 3 clusters Score -556016.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -556023.125000 Penalty: 2542.761230
	Iteration 75Q: 3 clusters Score -556023.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -556030.250000 Penalty: 2542.761230
	Iteration 76Q: 3 clusters Score -556030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -556033.500000 Penalty: 2542.761230
	Iteration 77Q: 3 clusters Score -556033.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -556037.437500 Penalty: 2542.761230
	Iteration 78Q: 3 clusters Score -556037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -556039.375000 Penalty: 2542.761230
	Iteration 79Q: 3 clusters Score -556039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -556042.687500 Penalty: 2542.761230
	Iteration 80F: 3 clusters Score -556042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -556043.875000 Penalty: 2542.761230
	Iteration 81Q: 3 clusters Score -556043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -556046.687500 Penalty: 2542.761230
	Iteration 82Q: 3 clusters Score -556046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -556049.312500 Penalty: 2542.761230
	Iteration 83Q: 3 clusters Score -556049.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -556050.750000 Penalty: 2542.761230
	Iteration 84Q: 3 clusters Score -556050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -556053.750000 Penalty: 2542.761230
	Iteration 85Q: 3 clusters Score -556053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -556055.437500 Penalty: 2542.761230
	Iteration 86Q: 3 clusters Score -556055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -556057.125000 Penalty: 2542.761230
	Iteration 87Q: 3 clusters Score -556057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -556058.812500 Penalty: 2542.761230
	Iteration 88Q: 3 clusters Score -556058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -556059.625000 Penalty: 2542.761230
	Iteration 89Q: 3 clusters Score -556059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -556059.875000 Penalty: 2542.761230
	Iteration 90Q: 3 clusters Score -556059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -556060.562500 Penalty: 2542.761230
	Iteration 91Q: 3 clusters Score -556060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -556061.875000 Penalty: 2542.761230
	Iteration 92Q: 3 clusters Score -556061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -556063.562500 Penalty: 2542.761230
	Iteration 93Q: 3 clusters Score -556063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -556064.250000 Penalty: 2542.761230
	Iteration 94Q: 3 clusters Score -556064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -556064.250000 Penalty: 2542.761230
	Iteration 95F: 3 clusters Score -556064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -519889.375000 Penalty: 1246.738647
	Iteration 0F: 2 clusters Score -519889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -516604.968750 Penalty: 2493.477295
	Iteration 0F: 3 clusters Score -516605 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -517580.218750 Penalty: 2493.477295
	Iteration 1F: 3 clusters Score -517580.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -517766.031250 Penalty: 2493.477295
	Iteration 2F: 3 clusters Score -517766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -517864.937500 Penalty: 2493.477295
	Iteration 3Q: 3 clusters Score -517864.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -517937.687500 Penalty: 2493.477295
	Iteration 4Q: 3 clusters Score -517937.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -517998.093750 Penalty: 2493.477295
	Iteration 5Q: 3 clusters Score -517998.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -518036.781250 Penalty: 2493.477295
	Iteration 6Q: 3 clusters Score -518036.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -518063.656250 Penalty: 2493.477295
	Iteration 7Q: 3 clusters Score -518063.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -518092.625000 Penalty: 2493.477295
	Iteration 8Q: 3 clusters Score -518092.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -518116.781250 Penalty: 2493.477295
	Iteration 9Q: 3 clusters Score -518116.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -518135.468750 Penalty: 2493.477295
	Iteration 10Q: 3 clusters Score -518135.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -518157.187500 Penalty: 2493.477295
	Iteration 11Q: 3 clusters Score -518157.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -518181.375000 Penalty: 2493.477295
	Iteration 12Q: 3 clusters Score -518181.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -518205.750000 Penalty: 2493.477295
	Iteration 13Q: 3 clusters Score -518205.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -518224.625000 Penalty: 2493.477295
	Iteration 14Q: 3 clusters Score -518224.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -518238.750000 Penalty: 2493.477295
	Iteration 15Q: 3 clusters Score -518238.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -518254.562500 Penalty: 2493.477295
	Iteration 16Q: 3 clusters Score -518254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -518265.812500 Penalty: 2493.477295
	Iteration 17Q: 3 clusters Score -518265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -518277.031250 Penalty: 2493.477295
	Iteration 18Q: 3 clusters Score -518277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -518285.812500 Penalty: 2493.477295
	Iteration 19Q: 3 clusters Score -518285.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -518293.531250 Penalty: 2493.477295
	Iteration 20F: 3 clusters Score -518293.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -518304.937500 Penalty: 2493.477295
	Iteration 21Q: 3 clusters Score -518304.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -518320.093750 Penalty: 2493.477295
	Iteration 22Q: 3 clusters Score -518320.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -518335.000000 Penalty: 2493.477295
	Iteration 23Q: 3 clusters Score -518335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -518350.906250 Penalty: 2493.477295
	Iteration 24Q: 3 clusters Score -518350.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -518368.187500 Penalty: 2493.477295
	Iteration 25Q: 3 clusters Score -518368.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -518390.062500 Penalty: 2493.477295
	Iteration 26Q: 3 clusters Score -518390.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -518416.375000 Penalty: 2493.477295
	Iteration 27Q: 3 clusters Score -518416.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -518437.937500 Penalty: 2493.477295
	Iteration 28Q: 3 clusters Score -518437.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -518456.062500 Penalty: 2493.477295
	Iteration 29Q: 3 clusters Score -518456.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -518476.625000 Penalty: 2493.477295
	Iteration 30Q: 3 clusters Score -518476.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -518492.125000 Penalty: 2493.477295
	Iteration 31Q: 3 clusters Score -518492.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -518507.843750 Penalty: 2493.477295
	Iteration 32Q: 3 clusters Score -518507.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -518520.343750 Penalty: 2493.477295
	Iteration 33Q: 3 clusters Score -518520.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -518533.656250 Penalty: 2493.477295
	Iteration 34Q: 3 clusters Score -518533.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -518545.875000 Penalty: 2493.477295
	Iteration 35Q: 3 clusters Score -518545.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -518555.187500 Penalty: 2493.477295
	Iteration 36Q: 3 clusters Score -518555.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -518563.656250 Penalty: 2493.477295
	Iteration 37Q: 3 clusters Score -518563.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -518569.906250 Penalty: 2493.477295
	Iteration 38Q: 3 clusters Score -518569.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -518575.562500 Penalty: 2493.477295
	Iteration 39Q: 3 clusters Score -518575.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -518583.156250 Penalty: 2493.477295
	Iteration 40F: 3 clusters Score -518583.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -518594.468750 Penalty: 2493.477295
	Iteration 41Q: 3 clusters Score -518594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -518602.937500 Penalty: 2493.477295
	Iteration 42Q: 3 clusters Score -518602.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -518611.750000 Penalty: 2493.477295
	Iteration 43Q: 3 clusters Score -518611.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -518619.750000 Penalty: 2493.477295
	Iteration 44Q: 3 clusters Score -518619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -518625.562500 Penalty: 2493.477295
	Iteration 45Q: 3 clusters Score -518625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -518633.343750 Penalty: 2493.477295
	Iteration 46Q: 3 clusters Score -518633.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -518639.906250 Penalty: 2493.477295
	Iteration 47Q: 3 clusters Score -518639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -518645.312500 Penalty: 2493.477295
	Iteration 48Q: 3 clusters Score -518645.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -518652.000000 Penalty: 2493.477295
	Iteration 49Q: 3 clusters Score -518652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -518657.250000 Penalty: 2493.477295
	Iteration 50Q: 3 clusters Score -518657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -518661.968750 Penalty: 2493.477295
	Iteration 51Q: 3 clusters Score -518662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -518666.406250 Penalty: 2493.477295
	Iteration 52Q: 3 clusters Score -518666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -518671.375000 Penalty: 2493.477295
	Iteration 53Q: 3 clusters Score -518671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -518676.031250 Penalty: 2493.477295
	Iteration 54Q: 3 clusters Score -518676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -518680.562500 Penalty: 2493.477295
	Iteration 55Q: 3 clusters Score -518680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -518689.968750 Penalty: 2493.477295
	Iteration 56Q: 3 clusters Score -518690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -518696.468750 Penalty: 2493.477295
	Iteration 57Q: 3 clusters Score -518696.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -518701.625000 Penalty: 2493.477295
	Iteration 58Q: 3 clusters Score -518701.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -518708.687500 Penalty: 2493.477295
	Iteration 59Q: 3 clusters Score -518708.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -518717.000000 Penalty: 2493.477295
	Iteration 60F: 3 clusters Score -518717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -518724.000000 Penalty: 2493.477295
	Iteration 61Q: 3 clusters Score -518724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -518730.531250 Penalty: 2493.477295
	Iteration 62Q: 3 clusters Score -518730.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -518737.468750 Penalty: 2493.477295
	Iteration 63Q: 3 clusters Score -518737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -518740.937500 Penalty: 2493.477295
	Iteration 64Q: 3 clusters Score -518740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -518746.500000 Penalty: 2493.477295
	Iteration 65Q: 3 clusters Score -518746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -518754.062500 Penalty: 2493.477295
	Iteration 66Q: 3 clusters Score -518754.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -518760.875000 Penalty: 2493.477295
	Iteration 67Q: 3 clusters Score -518760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -518767.812500 Penalty: 2493.477295
	Iteration 68Q: 3 clusters Score -518767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -518776.281250 Penalty: 2493.477295
	Iteration 69Q: 3 clusters Score -518776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -518782.875000 Penalty: 2493.477295
	Iteration 70Q: 3 clusters Score -518782.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -518789.062500 Penalty: 2493.477295
	Iteration 71Q: 3 clusters Score -518789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -518794.312500 Penalty: 2493.477295
	Iteration 72Q: 3 clusters Score -518794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -518798.781250 Penalty: 2493.477295
	Iteration 73Q: 3 clusters Score -518798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -518801.250000 Penalty: 2493.477295
	Iteration 74Q: 3 clusters Score -518801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -518801.968750 Penalty: 2493.477295
	Iteration 75Q: 3 clusters Score -518802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -518803.468750 Penalty: 2493.477295
	Iteration 76Q: 3 clusters Score -518803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -518804.531250 Penalty: 2493.477295
	Iteration 77Q: 3 clusters Score -518804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -518806.843750 Penalty: 2493.477295
	Iteration 78Q: 3 clusters Score -518806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -518807.218750 Penalty: 2493.477295
	Iteration 79Q: 3 clusters Score -518807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -518809.343750 Penalty: 2493.477295
	Iteration 80F: 3 clusters Score -518809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -518812.406250 Penalty: 2493.477295
	Iteration 81Q: 3 clusters Score -518812.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -518818.656250 Penalty: 2493.477295
	Iteration 82Q: 3 clusters Score -518818.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -518823.093750 Penalty: 2493.477295
	Iteration 83Q: 3 clusters Score -518823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -518826.218750 Penalty: 2493.477295
	Iteration 84Q: 3 clusters Score -518826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -518826.125000 Penalty: 2493.477295
	Iteration 85Q: 3 clusters Score -518826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -518828.593750 Penalty: 2493.477295
	Iteration 86Q: 3 clusters Score -518828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -518829.750000 Penalty: 2493.477295
	Iteration 87Q: 3 clusters Score -518829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -518831.218750 Penalty: 2493.477295
	Iteration 88Q: 3 clusters Score -518831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -518831.437500 Penalty: 2493.477295
	Iteration 89Q: 3 clusters Score -518831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -518831.437500 Penalty: 2493.477295
	Iteration 90F: 3 clusters Score -518831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Entering Unmasked Estep 
Score: -3745028.250000 Penalty: 1543.840332
	Iteration 0F: 2 clusters Score -3745028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3724191.000000 Penalty: 3087.680664
	Iteration 0F: 3 clusters Score -3724191 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3732262.000000 Penalty: 3087.680664
	Iteration 1F: 3 clusters Score -3732262 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3732833.000000 Penalty: 3087.680664
	Iteration 2Q: 3 clusters Score -3732833 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3733365.750000 Penalty: 3087.680664
	Iteration 3Q: 3 clusters Score -3733366 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3733990.250000 Penalty: 3087.680664
	Iteration 4Q: 3 clusters Score -3733990 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3734754.250000 Penalty: 3087.680664
	Iteration 5Q: 3 clusters Score -3734754 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3735772.750000 Penalty: 3087.680664
	Iteration 6F: 3 clusters Score -3735773 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3737005.500000 Penalty: 3087.680664
	Iteration 7F: 3 clusters Score -3737006 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3738428.500000 Penalty: 3087.680664
	Iteration 8F: 3 clusters Score -3738428 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3739860.750000 Penalty: 3087.680664
	Iteration 9F: 3 clusters Score -3739861 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3741121.250000 Penalty: 3087.680664
	Iteration 10Q: 3 clusters Score -3741121 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3742039.000000 Penalty: 3087.680664
	Iteration 11Q: 3 clusters Score -3742039 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3742523.500000 Penalty: 3087.680664
	Iteration 12Q: 3 clusters Score -3742524 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3742754.250000 Penalty: 3087.680664
	Iteration 13Q: 3 clusters Score -3742754 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3742869.750000 Penalty: 3087.680664
	Iteration 14Q: 3 clusters Score -3742870 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3742955.250000 Penalty: 3087.680664
	Iteration 15Q: 3 clusters Score -3742955 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3742995.750000 Penalty: 3087.680664
	Iteration 16Q: 3 clusters Score -3742996 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3743032.250000 Penalty: 3087.680664
	Iteration 17Q: 3 clusters Score -3743032 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3743066.000000 Penalty: 3087.680664
	Iteration 18Q: 3 clusters Score -3743066 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3743118.000000 Penalty: 3087.680664
	Iteration 19Q: 3 clusters Score -3743118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3743142.750000 Penalty: 3087.680664
	Iteration 20F: 3 clusters Score -3743143 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3743199.000000 Penalty: 3087.680664
	Iteration 21Q: 3 clusters Score -3743199 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3743233.000000 Penalty: 3087.680664
	Iteration 22Q: 3 clusters Score -3743233 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3743269.500000 Penalty: 3087.680664
	Iteration 23Q: 3 clusters Score -3743270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3743304.000000 Penalty: 3087.680664
	Iteration 24Q: 3 clusters Score -3743304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3743311.750000 Penalty: 3087.680664
	Iteration 25Q: 3 clusters Score -3743312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3743333.500000 Penalty: 3087.680664
	Iteration 26Q: 3 clusters Score -3743334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3743346.500000 Penalty: 3087.680664
	Iteration 27Q: 3 clusters Score -3743346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3743362.500000 Penalty: 3087.680664
	Iteration 28Q: 3 clusters Score -3743362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3743368.750000 Penalty: 3087.680664
	Iteration 29Q: 3 clusters Score -3743369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3743382.750000 Penalty: 3087.680664
	Iteration 30Q: 3 clusters Score -3743383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3743394.000000 Penalty: 3087.680664
	Iteration 31Q: 3 clusters Score -3743394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3743393.500000 Penalty: 3087.680664
	Iteration 32Q: 3 clusters Score -3743394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3743400.250000 Penalty: 3087.680664
	Iteration 33Q: 3 clusters Score -3743400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3743417.250000 Penalty: 3087.680664
	Iteration 34Q: 3 clusters Score -3743417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3743417.750000 Penalty: 3087.680664
	Iteration 35Q: 3 clusters Score -3743418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3743423.000000 Penalty: 3087.680664
	Iteration 36Q: 3 clusters Score -3743423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3743420.500000 Penalty: 3087.680664
	Iteration 37Q: 3 clusters Score -3743420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3743422.250000 Penalty: 3087.680664
	Iteration 38Q: 3 clusters Score -3743422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3743421.250000 Penalty: 3087.680664
	Iteration 39Q: 3 clusters Score -3743421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3743423.250000 Penalty: 3087.680664
	Iteration 40F: 3 clusters Score -3743423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3743424.500000 Penalty: 3087.680664
	Iteration 41Q: 3 clusters Score -3743424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3743430.500000 Penalty: 3087.680664
	Iteration 42Q: 3 clusters Score -3743430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3743447.500000 Penalty: 3087.680664
	Iteration 43Q: 3 clusters Score -3743448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3743438.500000 Penalty: 3087.680664
	Iteration 44Q: 3 clusters Score -3743438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3743448.250000 Penalty: 3087.680664
	Iteration 45Q: 3 clusters Score -3743448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3743446.750000 Penalty: 3087.680664
	Iteration 46Q: 3 clusters Score -3743447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3743448.500000 Penalty: 3087.680664
	Iteration 47Q: 3 clusters Score -3743448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3743454.000000 Penalty: 3087.680664
	Iteration 48Q: 3 clusters Score -3743454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3743459.750000 Penalty: 3087.680664
	Iteration 49Q: 3 clusters Score -3743460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3743463.000000 Penalty: 3087.680664
	Iteration 50Q: 3 clusters Score -3743463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3743462.500000 Penalty: 3087.680664
	Iteration 51Q: 3 clusters Score -3743462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3743463.000000 Penalty: 3087.680664
	Iteration 52Q: 3 clusters Score -3743463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3743461.000000 Penalty: 3087.680664
	Iteration 53Q: 3 clusters Score -3743461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3743462.750000 Penalty: 3087.680664
	Iteration 54Q: 3 clusters Score -3743463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3743465.500000 Penalty: 3087.680664
	Iteration 55Q: 3 clusters Score -3743466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3743466.500000 Penalty: 3087.680664
	Iteration 56Q: 3 clusters Score -3743466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3743470.250000 Penalty: 3087.680664
	Iteration 57Q: 3 clusters Score -3743470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3743474.750000 Penalty: 3087.680664
	Iteration 58Q: 3 clusters Score -3743475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3743469.750000 Penalty: 3087.680664
	Iteration 59Q: 3 clusters Score -3743470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3743468.000000 Penalty: 3087.680664
	Iteration 60F: 3 clusters Score -3743468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3743468.500000 Penalty: 3087.680664
	Iteration 61Q: 3 clusters Score -3743468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3743470.000000 Penalty: 3087.680664
	Iteration 62Q: 3 clusters Score -3743470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3743474.500000 Penalty: 3087.680664
	Iteration 63Q: 3 clusters Score -3743474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3743481.750000 Penalty: 3087.680664
	Iteration 64Q: 3 clusters Score -3743482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3743482.250000 Penalty: 3087.680664
	Iteration 65Q: 3 clusters Score -3743482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3743488.750000 Penalty: 3087.680664
	Iteration 66Q: 3 clusters Score -3743489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3743485.750000 Penalty: 3087.680664
	Iteration 67Q: 3 clusters Score -3743486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3743489.000000 Penalty: 3087.680664
	Iteration 68Q: 3 clusters Score -3743489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3743489.250000 Penalty: 3087.680664
	Iteration 69Q: 3 clusters Score -3743489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3743483.750000 Penalty: 3087.680664
	Iteration 70Q: 3 clusters Score -3743484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3743480.250000 Penalty: 3087.680664
	Iteration 71Q: 3 clusters Score -3743480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3743488.000000 Penalty: 3087.680664
	Iteration 72Q: 3 clusters Score -3743488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3743485.500000 Penalty: 3087.680664
	Iteration 73Q: 3 clusters Score -3743486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3743485.750000 Penalty: 3087.680664
	Iteration 74Q: 3 clusters Score -3743486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3743487.250000 Penalty: 3087.680664
	Iteration 75Q: 3 clusters Score -3743487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3743486.250000 Penalty: 3087.680664
	Iteration 76Q: 3 clusters Score -3743486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3743484.500000 Penalty: 3087.680664
	Iteration 77Q: 3 clusters Score -3743484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3743483.000000 Penalty: 3087.680664
	Iteration 78Q: 3 clusters Score -3743483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3743480.250000 Penalty: 3087.680664
	Iteration 79Q: 3 clusters Score -3743480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3743489.500000 Penalty: 3087.680664
	Iteration 80F: 3 clusters Score -3743490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3743499.000000 Penalty: 3087.680664
	Iteration 81Q: 3 clusters Score -3743499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3743508.000000 Penalty: 3087.680664
	Iteration 82Q: 3 clusters Score -3743508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3743501.500000 Penalty: 3087.680664
	Iteration 83Q: 3 clusters Score -3743502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3743493.000000 Penalty: 3087.680664
	Iteration 84Q: 3 clusters Score -3743493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3743491.250000 Penalty: 3087.680664
	Iteration 85Q: 3 clusters Score -3743491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3743494.250000 Penalty: 3087.680664
	Iteration 86Q: 3 clusters Score -3743494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3743494.750000 Penalty: 3087.680664
	Iteration 87Q: 3 clusters Score -3743495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3743501.000000 Penalty: 3087.680664
	Iteration 88Q: 3 clusters Score -3743501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3743511.000000 Penalty: 3087.680664
	Iteration 89Q: 3 clusters Score -3743511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3743513.250000 Penalty: 3087.680664
	Iteration 90Q: 3 clusters Score -3743513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3743517.250000 Penalty: 3087.680664
	Iteration 91Q: 3 clusters Score -3743517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3743512.500000 Penalty: 3087.680664
	Iteration 92Q: 3 clusters Score -3743512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3743518.750000 Penalty: 3087.680664
	Iteration 93Q: 3 clusters Score -3743519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3743520.750000 Penalty: 3087.680664
	Iteration 94Q: 3 clusters Score -3743521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3743516.750000 Penalty: 3087.680664
	Iteration 95Q: 3 clusters Score -3743517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3743516.500000 Penalty: 3087.680664
	Iteration 96Q: 3 clusters Score -3743516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3743519.500000 Penalty: 3087.680664
	Iteration 97Q: 3 clusters Score -3743520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3743529.500000 Penalty: 3087.680664
	Iteration 98Q: 3 clusters Score -3743530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3743530.000000 Penalty: 3087.680664
	Iteration 99Q: 3 clusters Score -3743530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3743528.000000 Penalty: 3087.680664
	Iteration 100F: 3 clusters Score -3743528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3743524.250000 Penalty: 3087.680664
	Iteration 101Q: 3 clusters Score -3743524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3743537.250000 Penalty: 3087.680664
	Iteration 102Q: 3 clusters Score -3743537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3743539.500000 Penalty: 3087.680664
	Iteration 103Q: 3 clusters Score -3743540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3743534.500000 Penalty: 3087.680664
	Iteration 104Q: 3 clusters Score -3743534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3743538.250000 Penalty: 3087.680664
	Iteration 105Q: 3 clusters Score -3743538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3743543.750000 Penalty: 3087.680664
	Iteration 106Q: 3 clusters Score -3743544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3743538.500000 Penalty: 3087.680664
	Iteration 107Q: 3 clusters Score -3743538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3743535.750000 Penalty: 3087.680664
	Iteration 108Q: 3 clusters Score -3743536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3743540.750000 Penalty: 3087.680664
	Iteration 109Q: 3 clusters Score -3743541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3743538.250000 Penalty: 3087.680664
	Iteration 110Q: 3 clusters Score -3743538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3743543.750000 Penalty: 3087.680664
	Iteration 111Q: 3 clusters Score -3743544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3743546.500000 Penalty: 3087.680664
	Iteration 112Q: 3 clusters Score -3743546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3743554.250000 Penalty: 3087.680664
	Iteration 113Q: 3 clusters Score -3743554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3743548.500000 Penalty: 3087.680664
	Iteration 114Q: 3 clusters Score -3743548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3743562.000000 Penalty: 3087.680664
	Iteration 115Q: 3 clusters Score -3743562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3743563.500000 Penalty: 3087.680664
	Iteration 116Q: 3 clusters Score -3743564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3743557.500000 Penalty: 3087.680664
	Iteration 117Q: 3 clusters Score -3743558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3743562.750000 Penalty: 3087.680664
	Iteration 118Q: 3 clusters Score -3743563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3743564.750000 Penalty: 3087.680664
	Iteration 119Q: 3 clusters Score -3743565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3743563.000000 Penalty: 3087.680664
	Iteration 120F: 3 clusters Score -3743563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3743564.750000 Penalty: 3087.680664
	Iteration 121Q: 3 clusters Score -3743565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3743570.000000 Penalty: 3087.680664
	Iteration 122Q: 3 clusters Score -3743570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3743565.750000 Penalty: 3087.680664
	Iteration 123Q: 3 clusters Score -3743566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3743569.250000 Penalty: 3087.680664
	Iteration 124Q: 3 clusters Score -3743569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3743576.000000 Penalty: 3087.680664
	Iteration 125Q: 3 clusters Score -3743576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3743580.250000 Penalty: 3087.680664
	Iteration 126Q: 3 clusters Score -3743580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3743581.750000 Penalty: 3087.680664
	Iteration 127Q: 3 clusters Score -3743582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3743580.500000 Penalty: 3087.680664
	Iteration 128Q: 3 clusters Score -3743580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3743579.000000 Penalty: 3087.680664
	Iteration 129Q: 3 clusters Score -3743579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3743582.750000 Penalty: 3087.680664
	Iteration 130Q: 3 clusters Score -3743583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3743584.750000 Penalty: 3087.680664
	Iteration 131Q: 3 clusters Score -3743585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3743589.250000 Penalty: 3087.680664
	Iteration 132Q: 3 clusters Score -3743589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3743586.250000 Penalty: 3087.680664
	Iteration 133Q: 3 clusters Score -3743586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3743586.000000 Penalty: 3087.680664
	Iteration 134Q: 3 clusters Score -3743586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3743589.000000 Penalty: 3087.680664
	Iteration 135Q: 3 clusters Score -3743589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3743588.750000 Penalty: 3087.680664
	Iteration 136Q: 3 clusters Score -3743589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3743585.250000 Penalty: 3087.680664
	Iteration 137Q: 3 clusters Score -3743585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3743590.500000 Penalty: 3087.680664
	Iteration 138Q: 3 clusters Score -3743590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3743592.750000 Penalty: 3087.680664
	Iteration 139Q: 3 clusters Score -3743593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3743593.000000 Penalty: 3087.680664
	Iteration 140F: 3 clusters Score -3743593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3743592.250000 Penalty: 3087.680664
	Iteration 141Q: 3 clusters Score -3743592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3743586.000000 Penalty: 3087.680664
	Iteration 142Q: 3 clusters Score -3743586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3743586.500000 Penalty: 3087.680664
	Iteration 143Q: 3 clusters Score -3743586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3743586.500000 Penalty: 3087.680664
	Iteration 144Q: 3 clusters Score -3743586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3743587.500000 Penalty: 3087.680664
	Iteration 145Q: 3 clusters Score -3743588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3743583.250000 Penalty: 3087.680664
	Iteration 146Q: 3 clusters Score -3743583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3743583.250000 Penalty: 3087.680664
	Iteration 147F: 3 clusters Score -3743583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Entering Unmasked Estep 
Score: -2781464.500000 Penalty: 1507.329956
	Iteration 0F: 2 clusters Score -2781464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2765154.500000 Penalty: 3014.659912
	Iteration 0F: 3 clusters Score -2765154 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2771277.500000 Penalty: 3014.659912
	Iteration 1F: 3 clusters Score -2771278 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2771865.750000 Penalty: 3014.659912
	Iteration 2F: 3 clusters Score -2771866 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2772423.000000 Penalty: 3014.659912
	Iteration 3F: 3 clusters Score -2772423 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2773008.000000 Penalty: 3014.659912
	Iteration 4Q: 3 clusters Score -2773008 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2773707.000000 Penalty: 3014.659912
	Iteration 5F: 3 clusters Score -2773707 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2774460.750000 Penalty: 3014.659912
	Iteration 6F: 3 clusters Score -2774461 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2775318.000000 Penalty: 3014.659912
	Iteration 7F: 3 clusters Score -2775318 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2776223.000000 Penalty: 3014.659912
	Iteration 8F: 3 clusters Score -2776223 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2777012.500000 Penalty: 3014.659912
	Iteration 9Q: 3 clusters Score -2777012 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2777611.250000 Penalty: 3014.659912
	Iteration 10Q: 3 clusters Score -2777611 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2778077.500000 Penalty: 3014.659912
	Iteration 11Q: 3 clusters Score -2778078 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2778441.000000 Penalty: 3014.659912
	Iteration 12Q: 3 clusters Score -2778441 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2778670.000000 Penalty: 3014.659912
	Iteration 13Q: 3 clusters Score -2778670 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2778842.750000 Penalty: 3014.659912
	Iteration 14Q: 3 clusters Score -2778843 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2778978.500000 Penalty: 3014.659912
	Iteration 15Q: 3 clusters Score -2778978 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2779082.750000 Penalty: 3014.659912
	Iteration 16Q: 3 clusters Score -2779083 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2779178.250000 Penalty: 3014.659912
	Iteration 17Q: 3 clusters Score -2779178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2779265.000000 Penalty: 3014.659912
	Iteration 18Q: 3 clusters Score -2779265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2779342.750000 Penalty: 3014.659912
	Iteration 19Q: 3 clusters Score -2779343 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2779414.500000 Penalty: 3014.659912
	Iteration 20F: 3 clusters Score -2779414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2779453.750000 Penalty: 3014.659912
	Iteration 21Q: 3 clusters Score -2779454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2779523.750000 Penalty: 3014.659912
	Iteration 22Q: 3 clusters Score -2779524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2779601.250000 Penalty: 3014.659912
	Iteration 23Q: 3 clusters Score -2779601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2779659.750000 Penalty: 3014.659912
	Iteration 24Q: 3 clusters Score -2779660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2779716.500000 Penalty: 3014.659912
	Iteration 25Q: 3 clusters Score -2779716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2779778.500000 Penalty: 3014.659912
	Iteration 26Q: 3 clusters Score -2779778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2779839.000000 Penalty: 3014.659912
	Iteration 27Q: 3 clusters Score -2779839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2779878.000000 Penalty: 3014.659912
	Iteration 28Q: 3 clusters Score -2779878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2779926.750000 Penalty: 3014.659912
	Iteration 29Q: 3 clusters Score -2779927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2779964.500000 Penalty: 3014.659912
	Iteration 30Q: 3 clusters Score -2779964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2780009.250000 Penalty: 3014.659912
	Iteration 31Q: 3 clusters Score -2780009 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2780051.750000 Penalty: 3014.659912
	Iteration 32Q: 3 clusters Score -2780052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2780117.750000 Penalty: 3014.659912
	Iteration 33Q: 3 clusters Score -2780118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2780142.500000 Penalty: 3014.659912
	Iteration 34Q: 3 clusters Score -2780142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2780174.000000 Penalty: 3014.659912
	Iteration 35Q: 3 clusters Score -2780174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2780206.500000 Penalty: 3014.659912
	Iteration 36Q: 3 clusters Score -2780206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2780249.000000 Penalty: 3014.659912
	Iteration 37Q: 3 clusters Score -2780249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2780277.250000 Penalty: 3014.659912
	Iteration 38Q: 3 clusters Score -2780277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2780298.750000 Penalty: 3014.659912
	Iteration 39Q: 3 clusters Score -2780299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2780320.250000 Penalty: 3014.659912
	Iteration 40F: 3 clusters Score -2780320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2780346.000000 Penalty: 3014.659912
	Iteration 41Q: 3 clusters Score -2780346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2780356.000000 Penalty: 3014.659912
	Iteration 42Q: 3 clusters Score -2780356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2780373.250000 Penalty: 3014.659912
	Iteration 43Q: 3 clusters Score -2780373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2780398.250000 Penalty: 3014.659912
	Iteration 44Q: 3 clusters Score -2780398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2780425.250000 Penalty: 3014.659912
	Iteration 45Q: 3 clusters Score -2780425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2780445.000000 Penalty: 3014.659912
	Iteration 46Q: 3 clusters Score -2780445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2780465.250000 Penalty: 3014.659912
	Iteration 47Q: 3 clusters Score -2780465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2780486.750000 Penalty: 3014.659912
	Iteration 48Q: 3 clusters Score -2780487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2780498.000000 Penalty: 3014.659912
	Iteration 49Q: 3 clusters Score -2780498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2780510.250000 Penalty: 3014.659912
	Iteration 50Q: 3 clusters Score -2780510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2780522.000000 Penalty: 3014.659912
	Iteration 51Q: 3 clusters Score -2780522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2780533.000000 Penalty: 3014.659912
	Iteration 52Q: 3 clusters Score -2780533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2780535.500000 Penalty: 3014.659912
	Iteration 53Q: 3 clusters Score -2780536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2780543.750000 Penalty: 3014.659912
	Iteration 54Q: 3 clusters Score -2780544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2780547.500000 Penalty: 3014.659912
	Iteration 55Q: 3 clusters Score -2780548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2780550.750000 Penalty: 3014.659912
	Iteration 56Q: 3 clusters Score -2780551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2780555.250000 Penalty: 3014.659912
	Iteration 57Q: 3 clusters Score -2780555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2780562.500000 Penalty: 3014.659912
	Iteration 58Q: 3 clusters Score -2780562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2780560.500000 Penalty: 3014.659912
	Iteration 59Q: 3 clusters Score -2780560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2780566.500000 Penalty: 3014.659912
	Iteration 60F: 3 clusters Score -2780566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2780565.500000 Penalty: 3014.659912
	Iteration 61Q: 3 clusters Score -2780566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2780575.250000 Penalty: 3014.659912
	Iteration 62Q: 3 clusters Score -2780575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2780577.250000 Penalty: 3014.659912
	Iteration 63Q: 3 clusters Score -2780577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2780577.250000 Penalty: 3014.659912
	Iteration 64Q: 3 clusters Score -2780577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2780576.000000 Penalty: 3014.659912
	Iteration 65Q: 3 clusters Score -2780576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2780577.000000 Penalty: 3014.659912
	Iteration 66Q: 3 clusters Score -2780577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2780576.250000 Penalty: 3014.659912
	Iteration 67Q: 3 clusters Score -2780576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2780576.250000 Penalty: 3014.659912
	Iteration 68F: 3 clusters Score -2780576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -1095654.625000 Penalty: 1368.144043
	Iteration 0F: 2 clusters Score -1095655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1088998.125000 Penalty: 2736.288086
	Iteration 0F: 3 clusters Score -1088998 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1091098.000000 Penalty: 2736.288086
	Iteration 1F: 3 clusters Score -1091098 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1091426.875000 Penalty: 2736.288086
	Iteration 2F: 3 clusters Score -1091427 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1091719.750000 Penalty: 2736.288086
	Iteration 3F: 3 clusters Score -1091720 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1091962.375000 Penalty: 2736.288086
	Iteration 4Q: 3 clusters Score -1091962 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1092174.875000 Penalty: 2736.288086
	Iteration 5Q: 3 clusters Score -1092175 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1092386.750000 Penalty: 2736.288086
	Iteration 6Q: 3 clusters Score -1092387 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1092627.500000 Penalty: 2736.288086
	Iteration 7Q: 3 clusters Score -1092628 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1092887.625000 Penalty: 2736.288086
	Iteration 8Q: 3 clusters Score -1092888 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1093123.375000 Penalty: 2736.288086
	Iteration 9Q: 3 clusters Score -1093123 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1093352.875000 Penalty: 2736.288086
	Iteration 10Q: 3 clusters Score -1093353 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1093554.500000 Penalty: 2736.288086
	Iteration 11Q: 3 clusters Score -1093554 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1093723.000000 Penalty: 2736.288086
	Iteration 12Q: 3 clusters Score -1093723 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1093869.500000 Penalty: 2736.288086
	Iteration 13Q: 3 clusters Score -1093870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1093981.875000 Penalty: 2736.288086
	Iteration 14Q: 3 clusters Score -1093982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1094073.500000 Penalty: 2736.288086
	Iteration 15Q: 3 clusters Score -1094074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1094137.375000 Penalty: 2736.288086
	Iteration 16Q: 3 clusters Score -1094137 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1094191.250000 Penalty: 2736.288086
	Iteration 17Q: 3 clusters Score -1094191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1094220.375000 Penalty: 2736.288086
	Iteration 18Q: 3 clusters Score -1094220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1094252.000000 Penalty: 2736.288086
	Iteration 19Q: 3 clusters Score -1094252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1094273.375000 Penalty: 2736.288086
	Iteration 20F: 3 clusters Score -1094273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1094290.250000 Penalty: 2736.288086
	Iteration 21Q: 3 clusters Score -1094290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1094302.250000 Penalty: 2736.288086
	Iteration 22Q: 3 clusters Score -1094302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1094312.375000 Penalty: 2736.288086
	Iteration 23Q: 3 clusters Score -1094312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1094316.875000 Penalty: 2736.288086
	Iteration 24Q: 3 clusters Score -1094317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1094324.750000 Penalty: 2736.288086
	Iteration 25Q: 3 clusters Score -1094325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1094330.250000 Penalty: 2736.288086
	Iteration 26Q: 3 clusters Score -1094330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1094334.875000 Penalty: 2736.288086
	Iteration 27Q: 3 clusters Score -1094335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1094336.125000 Penalty: 2736.288086
	Iteration 28Q: 3 clusters Score -1094336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1094341.500000 Penalty: 2736.288086
	Iteration 29Q: 3 clusters Score -1094342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1094350.000000 Penalty: 2736.288086
	Iteration 30Q: 3 clusters Score -1094350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1094356.750000 Penalty: 2736.288086
	Iteration 31Q: 3 clusters Score -1094357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1094361.750000 Penalty: 2736.288086
	Iteration 32Q: 3 clusters Score -1094362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1094364.250000 Penalty: 2736.288086
	Iteration 33Q: 3 clusters Score -1094364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1094369.625000 Penalty: 2736.288086
	Iteration 34Q: 3 clusters Score -1094370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1094370.625000 Penalty: 2736.288086
	Iteration 35Q: 3 clusters Score -1094371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1094370.125000 Penalty: 2736.288086
	Iteration 36Q: 3 clusters Score -1094370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1094371.625000 Penalty: 2736.288086
	Iteration 37Q: 3 clusters Score -1094372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1094375.000000 Penalty: 2736.288086
	Iteration 38Q: 3 clusters Score -1094375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1094377.250000 Penalty: 2736.288086
	Iteration 39Q: 3 clusters Score -1094377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1094378.750000 Penalty: 2736.288086
	Iteration 40F: 3 clusters Score -1094379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1094378.375000 Penalty: 2736.288086
	Iteration 41Q: 3 clusters Score -1094378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1094378.750000 Penalty: 2736.288086
	Iteration 42Q: 3 clusters Score -1094379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1094379.375000 Penalty: 2736.288086
	Iteration 43Q: 3 clusters Score -1094379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1094379.750000 Penalty: 2736.288086
	Iteration 44Q: 3 clusters Score -1094380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1094382.000000 Penalty: 2736.288086
	Iteration 45Q: 3 clusters Score -1094382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1094383.375000 Penalty: 2736.288086
	Iteration 46Q: 3 clusters Score -1094383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1094384.625000 Penalty: 2736.288086
	Iteration 47Q: 3 clusters Score -1094385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1094386.875000 Penalty: 2736.288086
	Iteration 48Q: 3 clusters Score -1094387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1094385.375000 Penalty: 2736.288086
	Iteration 49Q: 3 clusters Score -1094385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1094388.375000 Penalty: 2736.288086
	Iteration 50Q: 3 clusters Score -1094388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1094386.000000 Penalty: 2736.288086
	Iteration 51Q: 3 clusters Score -1094386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1094387.750000 Penalty: 2736.288086
	Iteration 52Q: 3 clusters Score -1094388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1094387.750000 Penalty: 2736.288086
	Iteration 53F: 3 clusters Score -1094388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Entering Unmasked Estep 
Score: -1091588.875000 Penalty: 1366.746704
	Iteration 0F: 2 clusters Score -1091589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1084915.750000 Penalty: 2733.493408
	Iteration 0F: 3 clusters Score -1084916 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1087160.500000 Penalty: 2733.493408
	Iteration 1F: 3 clusters Score -1087160 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1087471.875000 Penalty: 2733.493408
	Iteration 2F: 3 clusters Score -1087472 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1087695.125000 Penalty: 2733.493408
	Iteration 3Q: 3 clusters Score -1087695 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1087864.250000 Penalty: 2733.493408
	Iteration 4Q: 3 clusters Score -1087864 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1087996.375000 Penalty: 2733.493408
	Iteration 5Q: 3 clusters Score -1087996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1088107.250000 Penalty: 2733.493408
	Iteration 6Q: 3 clusters Score -1088107 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1088217.750000 Penalty: 2733.493408
	Iteration 7Q: 3 clusters Score -1088218 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1088318.500000 Penalty: 2733.493408
	Iteration 8Q: 3 clusters Score -1088318 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1088425.125000 Penalty: 2733.493408
	Iteration 9Q: 3 clusters Score -1088425 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1088568.500000 Penalty: 2733.493408
	Iteration 10Q: 3 clusters Score -1088568 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1088729.250000 Penalty: 2733.493408
	Iteration 11Q: 3 clusters Score -1088729 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1088902.250000 Penalty: 2733.493408
	Iteration 12Q: 3 clusters Score -1088902 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1089076.875000 Penalty: 2733.493408
	Iteration 13Q: 3 clusters Score -1089077 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1089234.875000 Penalty: 2733.493408
	Iteration 14Q: 3 clusters Score -1089235 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1089392.375000 Penalty: 2733.493408
	Iteration 15Q: 3 clusters Score -1089392 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1089561.875000 Penalty: 2733.493408
	Iteration 16Q: 3 clusters Score -1089562 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1089710.375000 Penalty: 2733.493408
	Iteration 17Q: 3 clusters Score -1089710 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1089841.125000 Penalty: 2733.493408
	Iteration 18Q: 3 clusters Score -1089841 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1089990.750000 Penalty: 2733.493408
	Iteration 19Q: 3 clusters Score -1089991 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1090112.375000 Penalty: 2733.493408
	Iteration 20F: 3 clusters Score -1090112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1090192.375000 Penalty: 2733.493408
	Iteration 21Q: 3 clusters Score -1090192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1090249.875000 Penalty: 2733.493408
	Iteration 22Q: 3 clusters Score -1090250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1090293.750000 Penalty: 2733.493408
	Iteration 23Q: 3 clusters Score -1090294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1090324.750000 Penalty: 2733.493408
	Iteration 24Q: 3 clusters Score -1090325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1090354.125000 Penalty: 2733.493408
	Iteration 25Q: 3 clusters Score -1090354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1090382.750000 Penalty: 2733.493408
	Iteration 26Q: 3 clusters Score -1090383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1090411.625000 Penalty: 2733.493408
	Iteration 27Q: 3 clusters Score -1090412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1090429.875000 Penalty: 2733.493408
	Iteration 28Q: 3 clusters Score -1090430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1090441.375000 Penalty: 2733.493408
	Iteration 29Q: 3 clusters Score -1090441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1090456.375000 Penalty: 2733.493408
	Iteration 30Q: 3 clusters Score -1090456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1090463.000000 Penalty: 2733.493408
	Iteration 31Q: 3 clusters Score -1090463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1090468.625000 Penalty: 2733.493408
	Iteration 32Q: 3 clusters Score -1090469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1090475.000000 Penalty: 2733.493408
	Iteration 33Q: 3 clusters Score -1090475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1090475.875000 Penalty: 2733.493408
	Iteration 34Q: 3 clusters Score -1090476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1090476.000000 Penalty: 2733.493408
	Iteration 35Q: 3 clusters Score -1090476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1090480.125000 Penalty: 2733.493408
	Iteration 36Q: 3 clusters Score -1090480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1090484.750000 Penalty: 2733.493408
	Iteration 37Q: 3 clusters Score -1090485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1090487.750000 Penalty: 2733.493408
	Iteration 38Q: 3 clusters Score -1090488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1090487.375000 Penalty: 2733.493408
	Iteration 39Q: 3 clusters Score -1090487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1090487.375000 Penalty: 2733.493408
	Iteration 40F: 3 clusters Score -1090487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -3229177.250000 Penalty: 1520.178345
	Iteration 0F: 2 clusters Score -3229177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3211429.000000 Penalty: 3040.356689
	Iteration 0F: 3 clusters Score -3211429 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3218302.000000 Penalty: 3040.356689
	Iteration 1F: 3 clusters Score -3218302 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3219339.000000 Penalty: 3040.356689
	Iteration 2F: 3 clusters Score -3219339 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3220510.750000 Penalty: 3040.356689
	Iteration 3F: 3 clusters Score -3220511 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3221673.500000 Penalty: 3040.356689
	Iteration 4F: 3 clusters Score -3221674 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3222763.250000 Penalty: 3040.356689
	Iteration 5F: 3 clusters Score -3222763 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3223630.250000 Penalty: 3040.356689
	Iteration 6F: 3 clusters Score -3223630 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3224216.250000 Penalty: 3040.356689
	Iteration 7Q: 3 clusters Score -3224216 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3224664.500000 Penalty: 3040.356689
	Iteration 8Q: 3 clusters Score -3224664 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3225023.000000 Penalty: 3040.356689
	Iteration 9Q: 3 clusters Score -3225023 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3225381.000000 Penalty: 3040.356689
	Iteration 10Q: 3 clusters Score -3225381 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3225702.750000 Penalty: 3040.356689
	Iteration 11Q: 3 clusters Score -3225703 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3226087.500000 Penalty: 3040.356689
	Iteration 12Q: 3 clusters Score -3226088 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3226495.750000 Penalty: 3040.356689
	Iteration 13Q: 3 clusters Score -3226496 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3226883.750000 Penalty: 3040.356689
	Iteration 14Q: 3 clusters Score -3226884 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3227256.500000 Penalty: 3040.356689
	Iteration 15Q: 3 clusters Score -3227256 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3227611.750000 Penalty: 3040.356689
	Iteration 16Q: 3 clusters Score -3227612 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3227850.500000 Penalty: 3040.356689
	Iteration 17Q: 3 clusters Score -3227850 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3228044.250000 Penalty: 3040.356689
	Iteration 18Q: 3 clusters Score -3228044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3228188.500000 Penalty: 3040.356689
	Iteration 19Q: 3 clusters Score -3228188 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3228287.750000 Penalty: 3040.356689
	Iteration 20F: 3 clusters Score -3228288 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3228391.250000 Penalty: 3040.356689
	Iteration 21Q: 3 clusters Score -3228391 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3228467.000000 Penalty: 3040.356689
	Iteration 22Q: 3 clusters Score -3228467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3228521.500000 Penalty: 3040.356689
	Iteration 23Q: 3 clusters Score -3228522 nChanged 92
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: -3228567.000000 Penalty: 3040.356689
	Iteration 24Q: 3 clusters Score -3228567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3228593.250000 Penalty: 3040.356689
	Iteration 25Q: 3 clusters Score -3228593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3228622.500000 Penalty: 3040.356689
	Iteration 26Q: 3 clusters Score -3228622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3228637.500000 Penalty: 3040.356689
	Iteration 27Q: 3 clusters Score -3228638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3228657.000000 Penalty: 3040.356689
	Iteration 28Q: 3 clusters Score -3228657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3228674.250000 Penalty: 3040.356689
	Iteration 29Q: 3 clusters Score -3228674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3228689.250000 Penalty: 3040.356689
	Iteration 30Q: 3 clusters Score -3228689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3228704.250000 Penalty: 3040.356689
	Iteration 31Q: 3 clusters Score -3228704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3228731.500000 Penalty: 3040.356689
	Iteration 32Q: 3 clusters Score -3228732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3228755.000000 Penalty: 3040.356689
	Iteration 33Q: 3 clusters Score -3228755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3228774.000000 Penalty: 3040.356689
	Iteration 34Q: 3 clusters Score -3228774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3228785.750000 Penalty: 3040.356689
	Iteration 35Q: 3 clusters Score -3228786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3228798.000000 Penalty: 3040.356689
	Iteration 36Q: 3 clusters Score -3228798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3228817.250000 Penalty: 3040.356689
	Iteration 37Q: 3 clusters Score -3228817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3228817.750000 Penalty: 3040.356689
	Iteration 38Q: 3 clusters Score -3228818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3228825.750000 Penalty: 3040.356689
	Iteration 39Q: 3 clusters Score -3228826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3228828.500000 Penalty: 3040.356689
	Iteration 40F: 3 clusters Score -3228828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3228836.250000 Penalty: 3040.356689
	Iteration 41Q: 3 clusters Score -3228836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3228831.250000 Penalty: 3040.356689
	Iteration 42Q: 3 clusters Score -3228831 nChanged 5
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: -3228828.500000 Penalty: 3040.356689
	Iteration 43Q: 3 clusters Score -3228828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3228828.250000 Penalty: 3040.356689
	Iteration 44Q: 3 clusters Score -3228828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3228832.250000 Penalty: 3040.356689
	Iteration 45Q: 3 clusters Score -3228832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3228832.500000 Penalty: 3040.356689
	Iteration 46Q: 3 clusters Score -3228832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3228836.250000 Penalty: 3040.356689
	Iteration 47Q: 3 clusters Score -3228836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3228834.500000 Penalty: 3040.356689
	Iteration 48Q: 3 clusters Score -3228834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3228834.500000 Penalty: 3040.356689
	Iteration 49F: 3 clusters Score -3228834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -382191.593750 Penalty: 1224.193726
	Iteration 0F: 2 clusters Score -382191.6 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 1845 members 
Entering Unmasked Estep 
Score: -379335.468750 Penalty: 2448.387451
	Iteration 0F: 3 clusters Score -379335.5 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -380221.531250 Penalty: 2448.387451
	Iteration 1F: 3 clusters Score -380221.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -380550.562500 Penalty: 2448.387451
	Iteration 2F: 3 clusters Score -380550.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380756.250000 Penalty: 2448.387451
	Iteration 3F: 3 clusters Score -380756.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -380887.500000 Penalty: 2448.387451
	Iteration 4Q: 3 clusters Score -380887.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -380992.281250 Penalty: 2448.387451
	Iteration 5Q: 3 clusters Score -380992.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -381073.718750 Penalty: 2448.387451
	Iteration 6Q: 3 clusters Score -381073.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -381135.843750 Penalty: 2448.387451
	Iteration 7Q: 3 clusters Score -381135.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -381188.187500 Penalty: 2448.387451
	Iteration 8Q: 3 clusters Score -381188.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -381230.281250 Penalty: 2448.387451
	Iteration 9Q: 3 clusters Score -381230.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -381263.281250 Penalty: 2448.387451
	Iteration 10Q: 3 clusters Score -381263.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -381295.781250 Penalty: 2448.387451
	Iteration 11Q: 3 clusters Score -381295.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -381320.593750 Penalty: 2448.387451
	Iteration 12Q: 3 clusters Score -381320.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -381337.437500 Penalty: 2448.387451
	Iteration 13Q: 3 clusters Score -381337.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -381349.468750 Penalty: 2448.387451
	Iteration 14Q: 3 clusters Score -381349.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -381357.250000 Penalty: 2448.387451
	Iteration 15Q: 3 clusters Score -381357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -381362.187500 Penalty: 2448.387451
	Iteration 16Q: 3 clusters Score -381362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -381367.000000 Penalty: 2448.387451
	Iteration 17Q: 3 clusters Score -381367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -381371.062500 Penalty: 2448.387451
	Iteration 18Q: 3 clusters Score -381371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -381374.656250 Penalty: 2448.387451
	Iteration 19Q: 3 clusters Score -381374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -381376.687500 Penalty: 2448.387451
	Iteration 20F: 3 clusters Score -381376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -381381.437500 Penalty: 2448.387451
	Iteration 21Q: 3 clusters Score -381381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -381384.000000 Penalty: 2448.387451
	Iteration 22Q: 3 clusters Score -381384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -381384.375000 Penalty: 2448.387451
	Iteration 23Q: 3 clusters Score -381384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -381384.218750 Penalty: 2448.387451
	Iteration 24Q: 3 clusters Score -381384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -381385.125000 Penalty: 2448.387451
	Iteration 25Q: 3 clusters Score -381385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -381386.312500 Penalty: 2448.387451
	Iteration 26Q: 3 clusters Score -381386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -381386.375000 Penalty: 2448.387451
	Iteration 27Q: 3 clusters Score -381386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -381387.750000 Penalty: 2448.387451
	Iteration 28Q: 3 clusters Score -381387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -381388.125000 Penalty: 2448.387451
	Iteration 29Q: 3 clusters Score -381388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -381388.812500 Penalty: 2448.387451
	Iteration 30Q: 3 clusters Score -381388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -381390.250000 Penalty: 2448.387451
	Iteration 31Q: 3 clusters Score -381390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -381390.656250 Penalty: 2448.387451
	Iteration 32Q: 3 clusters Score -381390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -381390.531250 Penalty: 2448.387451
	Iteration 33Q: 3 clusters Score -381390.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -381390.531250 Penalty: 2448.387451
	Iteration 34F: 3 clusters Score -381390.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -1842902.875000 Penalty: 1437.048950
	Iteration 0F: 2 clusters Score -1842903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1832625.875000 Penalty: 2874.097900
	Iteration 0F: 3 clusters Score -1832626 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1836146.250000 Penalty: 2874.097900
	Iteration 1F: 3 clusters Score -1836146 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1836557.875000 Penalty: 2874.097900
	Iteration 2F: 3 clusters Score -1836558 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1836905.375000 Penalty: 2874.097900
	Iteration 3F: 3 clusters Score -1836905 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1837252.125000 Penalty: 2874.097900
	Iteration 4Q: 3 clusters Score -1837252 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1837644.875000 Penalty: 2874.097900
	Iteration 5Q: 3 clusters Score -1837645 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1838107.875000 Penalty: 2874.097900
	Iteration 6F: 3 clusters Score -1838108 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1838654.500000 Penalty: 2874.097900
	Iteration 7F: 3 clusters Score -1838654 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1839214.750000 Penalty: 2874.097900
	Iteration 8F: 3 clusters Score -1839215 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1839830.000000 Penalty: 2874.097900
	Iteration 9F: 3 clusters Score -1839830 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1840391.125000 Penalty: 2874.097900
	Iteration 10Q: 3 clusters Score -1840391 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1840862.750000 Penalty: 2874.097900
	Iteration 11Q: 3 clusters Score -1840863 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1841170.125000 Penalty: 2874.097900
	Iteration 12Q: 3 clusters Score -1841170 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1841380.250000 Penalty: 2874.097900
	Iteration 13Q: 3 clusters Score -1841380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1841535.125000 Penalty: 2874.097900
	Iteration 14Q: 3 clusters Score -1841535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1841610.375000 Penalty: 2874.097900
	Iteration 15Q: 3 clusters Score -1841610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1841658.750000 Penalty: 2874.097900
	Iteration 16Q: 3 clusters Score -1841659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1841687.250000 Penalty: 2874.097900
	Iteration 17Q: 3 clusters Score -1841687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1841696.750000 Penalty: 2874.097900
	Iteration 18Q: 3 clusters Score -1841697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1841711.875000 Penalty: 2874.097900
	Iteration 19Q: 3 clusters Score -1841712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1841726.500000 Penalty: 2874.097900
	Iteration 20F: 3 clusters Score -1841726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1841732.375000 Penalty: 2874.097900
	Iteration 21Q: 3 clusters Score -1841732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1841738.875000 Penalty: 2874.097900
	Iteration 22Q: 3 clusters Score -1841739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1841748.125000 Penalty: 2874.097900
	Iteration 23Q: 3 clusters Score -1841748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1841756.125000 Penalty: 2874.097900
	Iteration 24Q: 3 clusters Score -1841756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1841764.375000 Penalty: 2874.097900
	Iteration 25Q: 3 clusters Score -1841764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1841765.125000 Penalty: 2874.097900
	Iteration 26Q: 3 clusters Score -1841765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1841771.250000 Penalty: 2874.097900
	Iteration 27Q: 3 clusters Score -1841771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1841775.625000 Penalty: 2874.097900
	Iteration 28Q: 3 clusters Score -1841776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1841780.625000 Penalty: 2874.097900
	Iteration 29Q: 3 clusters Score -1841781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1841791.125000 Penalty: 2874.097900
	Iteration 30Q: 3 clusters Score -1841791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1841797.375000 Penalty: 2874.097900
	Iteration 31Q: 3 clusters Score -1841797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1841805.875000 Penalty: 2874.097900
	Iteration 32Q: 3 clusters Score -1841806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1841814.875000 Penalty: 2874.097900
	Iteration 33Q: 3 clusters Score -1841815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1841818.500000 Penalty: 2874.097900
	Iteration 34Q: 3 clusters Score -1841818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1841822.000000 Penalty: 2874.097900
	Iteration 35Q: 3 clusters Score -1841822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1841823.250000 Penalty: 2874.097900
	Iteration 36Q: 3 clusters Score -1841823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1841823.250000 Penalty: 2874.097900
	Iteration 37F: 3 clusters Score -1841823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -18389.902344 Penalty: 774.356201
	Iteration 0F: 2 clusters Score -18389.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17870.162109 Penalty: 1548.712402
	Iteration 0F: 3 clusters Score -17870.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17899.058594 Penalty: 1548.712402
	Iteration 1Q: 3 clusters Score -17899.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17902.542969 Penalty: 1548.712402
	Iteration 2Q: 3 clusters Score -17902.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17902.542969 Penalty: 1548.712402
	Iteration 3F: 3 clusters Score -17902.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -987442.187500 Penalty: 1345.684326
	Iteration 0F: 2 clusters Score -987442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -981701.562500 Penalty: 2691.368652
	Iteration 0F: 3 clusters Score -981701.6 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -983522.312500 Penalty: 2691.368652
	Iteration 1F: 3 clusters Score -983522.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -983782.187500 Penalty: 2691.368652
	Iteration 2F: 3 clusters Score -983782.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -983946.125000 Penalty: 2691.368652
	Iteration 3Q: 3 clusters Score -983946.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -984063.562500 Penalty: 2691.368652
	Iteration 4Q: 3 clusters Score -984063.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -984145.312500 Penalty: 2691.368652
	Iteration 5Q: 3 clusters Score -984145.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -984223.500000 Penalty: 2691.368652
	Iteration 6Q: 3 clusters Score -984223.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -984298.687500 Penalty: 2691.368652
	Iteration 7Q: 3 clusters Score -984298.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -984364.562500 Penalty: 2691.368652
	Iteration 8Q: 3 clusters Score -984364.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -984427.000000 Penalty: 2691.368652
	Iteration 9Q: 3 clusters Score -984427 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -984486.750000 Penalty: 2691.368652
	Iteration 10Q: 3 clusters Score -984486.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -984545.312500 Penalty: 2691.368652
	Iteration 11Q: 3 clusters Score -984545.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -984605.437500 Penalty: 2691.368652
	Iteration 12Q: 3 clusters Score -984605.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -984656.500000 Penalty: 2691.368652
	Iteration 13Q: 3 clusters Score -984656.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -984707.312500 Penalty: 2691.368652
	Iteration 14Q: 3 clusters Score -984707.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -984755.312500 Penalty: 2691.368652
	Iteration 15Q: 3 clusters Score -984755.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -984828.562500 Penalty: 2691.368652
	Iteration 16Q: 3 clusters Score -984828.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -984902.625000 Penalty: 2691.368652
	Iteration 17Q: 3 clusters Score -984902.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -984978.875000 Penalty: 2691.368652
	Iteration 18Q: 3 clusters Score -984978.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -985054.750000 Penalty: 2691.368652
	Iteration 19Q: 3 clusters Score -985054.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -985107.187500 Penalty: 2691.368652
	Iteration 20F: 3 clusters Score -985107.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -985149.187500 Penalty: 2691.368652
	Iteration 21Q: 3 clusters Score -985149.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -985189.000000 Penalty: 2691.368652
	Iteration 22Q: 3 clusters Score -985189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -985236.000000 Penalty: 2691.368652
	Iteration 23Q: 3 clusters Score -985236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -985277.812500 Penalty: 2691.368652
	Iteration 24Q: 3 clusters Score -985277.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -985315.250000 Penalty: 2691.368652
	Iteration 25Q: 3 clusters Score -985315.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -985344.062500 Penalty: 2691.368652
	Iteration 26Q: 3 clusters Score -985344.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -985383.875000 Penalty: 2691.368652
	Iteration 27Q: 3 clusters Score -985383.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -985419.187500 Penalty: 2691.368652
	Iteration 28Q: 3 clusters Score -985419.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -985447.312500 Penalty: 2691.368652
	Iteration 29Q: 3 clusters Score -985447.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -985474.812500 Penalty: 2691.368652
	Iteration 30Q: 3 clusters Score -985474.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -985502.125000 Penalty: 2691.368652
	Iteration 31Q: 3 clusters Score -985502.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -985529.875000 Penalty: 2691.368652
	Iteration 32Q: 3 clusters Score -985529.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -985554.750000 Penalty: 2691.368652
	Iteration 33Q: 3 clusters Score -985554.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -985583.375000 Penalty: 2691.368652
	Iteration 34Q: 3 clusters Score -985583.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -985606.312500 Penalty: 2691.368652
	Iteration 35Q: 3 clusters Score -985606.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -985624.687500 Penalty: 2691.368652
	Iteration 36Q: 3 clusters Score -985624.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -985641.250000 Penalty: 2691.368652
	Iteration 37Q: 3 clusters Score -985641.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -985657.750000 Penalty: 2691.368652
	Iteration 38Q: 3 clusters Score -985657.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -985671.625000 Penalty: 2691.368652
	Iteration 39Q: 3 clusters Score -985671.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -985679.250000 Penalty: 2691.368652
	Iteration 40F: 3 clusters Score -985679.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -985685.250000 Penalty: 2691.368652
	Iteration 41Q: 3 clusters Score -985685.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -985691.500000 Penalty: 2691.368652
	Iteration 42Q: 3 clusters Score -985691.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -985698.250000 Penalty: 2691.368652
	Iteration 43Q: 3 clusters Score -985698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -985708.062500 Penalty: 2691.368652
	Iteration 44Q: 3 clusters Score -985708.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -985717.812500 Penalty: 2691.368652
	Iteration 45Q: 3 clusters Score -985717.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -985724.375000 Penalty: 2691.368652
	Iteration 46Q: 3 clusters Score -985724.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -985733.875000 Penalty: 2691.368652
	Iteration 47Q: 3 clusters Score -985733.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -985745.062500 Penalty: 2691.368652
	Iteration 48Q: 3 clusters Score -985745.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -985757.000000 Penalty: 2691.368652
	Iteration 49Q: 3 clusters Score -985757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -985765.125000 Penalty: 2691.368652
	Iteration 50Q: 3 clusters Score -985765.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -985773.687500 Penalty: 2691.368652
	Iteration 51Q: 3 clusters Score -985773.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -985785.312500 Penalty: 2691.368652
	Iteration 52Q: 3 clusters Score -985785.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -985793.437500 Penalty: 2691.368652
	Iteration 53Q: 3 clusters Score -985793.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -985800.187500 Penalty: 2691.368652
	Iteration 54Q: 3 clusters Score -985800.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -985803.437500 Penalty: 2691.368652
	Iteration 55Q: 3 clusters Score -985803.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -985807.062500 Penalty: 2691.368652
	Iteration 56Q: 3 clusters Score -985807.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -985808.750000 Penalty: 2691.368652
	Iteration 57Q: 3 clusters Score -985808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -985811.437500 Penalty: 2691.368652
	Iteration 58Q: 3 clusters Score -985811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -985814.750000 Penalty: 2691.368652
	Iteration 59Q: 3 clusters Score -985814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -985817.250000 Penalty: 2691.368652
	Iteration 60F: 3 clusters Score -985817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -985820.062500 Penalty: 2691.368652
	Iteration 61Q: 3 clusters Score -985820.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -985821.000000 Penalty: 2691.368652
	Iteration 62Q: 3 clusters Score -985821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -985825.812500 Penalty: 2691.368652
	Iteration 63Q: 3 clusters Score -985825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -985828.375000 Penalty: 2691.368652
	Iteration 64Q: 3 clusters Score -985828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -985830.062500 Penalty: 2691.368652
	Iteration 65Q: 3 clusters Score -985830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -985832.125000 Penalty: 2691.368652
	Iteration 66Q: 3 clusters Score -985832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -985833.875000 Penalty: 2691.368652
	Iteration 67Q: 3 clusters Score -985833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -985833.312500 Penalty: 2691.368652
	Iteration 68Q: 3 clusters Score -985833.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -985835.125000 Penalty: 2691.368652
	Iteration 69Q: 3 clusters Score -985835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -985837.562500 Penalty: 2691.368652
	Iteration 70Q: 3 clusters Score -985837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -985842.562500 Penalty: 2691.368652
	Iteration 71Q: 3 clusters Score -985842.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -985845.437500 Penalty: 2691.368652
	Iteration 72Q: 3 clusters Score -985845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -985844.875000 Penalty: 2691.368652
	Iteration 73Q: 3 clusters Score -985844.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -985854.000000 Penalty: 2691.368652
	Iteration 74Q: 3 clusters Score -985854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -985860.750000 Penalty: 2691.368652
	Iteration 75Q: 3 clusters Score -985860.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -985865.000000 Penalty: 2691.368652
	Iteration 76Q: 3 clusters Score -985865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -985876.500000 Penalty: 2691.368652
	Iteration 77Q: 3 clusters Score -985876.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -985880.812500 Penalty: 2691.368652
	Iteration 78Q: 3 clusters Score -985880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -985888.250000 Penalty: 2691.368652
	Iteration 79Q: 3 clusters Score -985888.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -985895.687500 Penalty: 2691.368652
	Iteration 80F: 3 clusters Score -985895.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -985900.625000 Penalty: 2691.368652
	Iteration 81Q: 3 clusters Score -985900.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -985908.812500 Penalty: 2691.368652
	Iteration 82Q: 3 clusters Score -985908.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -985918.125000 Penalty: 2691.368652
	Iteration 83Q: 3 clusters Score -985918.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -985927.187500 Penalty: 2691.368652
	Iteration 84Q: 3 clusters Score -985927.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -985936.000000 Penalty: 2691.368652
	Iteration 85Q: 3 clusters Score -985936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -985943.125000 Penalty: 2691.368652
	Iteration 86Q: 3 clusters Score -985943.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -985951.312500 Penalty: 2691.368652
	Iteration 87Q: 3 clusters Score -985951.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -985954.437500 Penalty: 2691.368652
	Iteration 88Q: 3 clusters Score -985954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -985957.000000 Penalty: 2691.368652
	Iteration 89Q: 3 clusters Score -985957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -985961.437500 Penalty: 2691.368652
	Iteration 90Q: 3 clusters Score -985961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -985965.250000 Penalty: 2691.368652
	Iteration 91Q: 3 clusters Score -985965.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -985966.562500 Penalty: 2691.368652
	Iteration 92Q: 3 clusters Score -985966.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -985969.437500 Penalty: 2691.368652
	Iteration 93Q: 3 clusters Score -985969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -985974.625000 Penalty: 2691.368652
	Iteration 94Q: 3 clusters Score -985974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -985975.875000 Penalty: 2691.368652
	Iteration 95Q: 3 clusters Score -985975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -985979.187500 Penalty: 2691.368652
	Iteration 96Q: 3 clusters Score -985979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -985980.312500 Penalty: 2691.368652
	Iteration 97Q: 3 clusters Score -985980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -985979.937500 Penalty: 2691.368652
	Iteration 98Q: 3 clusters Score -985979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -985980.250000 Penalty: 2691.368652
	Iteration 99Q: 3 clusters Score -985980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -985982.187500 Penalty: 2691.368652
	Iteration 100F: 3 clusters Score -985982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -985984.750000 Penalty: 2691.368652
	Iteration 101Q: 3 clusters Score -985984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -985985.062500 Penalty: 2691.368652
	Iteration 102Q: 3 clusters Score -985985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -985986.687500 Penalty: 2691.368652
	Iteration 103Q: 3 clusters Score -985986.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -985987.125000 Penalty: 2691.368652
	Iteration 104Q: 3 clusters Score -985987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -985988.625000 Penalty: 2691.368652
	Iteration 105Q: 3 clusters Score -985988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -985992.062500 Penalty: 2691.368652
	Iteration 106Q: 3 clusters Score -985992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -985994.937500 Penalty: 2691.368652
	Iteration 107Q: 3 clusters Score -985994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -985993.812500 Penalty: 2691.368652
	Iteration 108Q: 3 clusters Score -985993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -985994.875000 Penalty: 2691.368652
	Iteration 109Q: 3 clusters Score -985994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -985994.937500 Penalty: 2691.368652
	Iteration 110Q: 3 clusters Score -985994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -985995.500000 Penalty: 2691.368652
	Iteration 111Q: 3 clusters Score -985995.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -985995.500000 Penalty: 2691.368652
	Iteration 112F: 3 clusters Score -985995.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -285540.843750 Penalty: 1170.796265
	Iteration 0F: 2 clusters Score -285540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283257.437500 Penalty: 2341.592529
	Iteration 0F: 3 clusters Score -283257.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283856.562500 Penalty: 2341.592529
	Iteration 1F: 3 clusters Score -283856.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284004.625000 Penalty: 2341.592529
	Iteration 2F: 3 clusters Score -284004.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -284095.031250 Penalty: 2341.592529
	Iteration 3Q: 3 clusters Score -284095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284154.843750 Penalty: 2341.592529
	Iteration 4Q: 3 clusters Score -284154.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284188.187500 Penalty: 2341.592529
	Iteration 5Q: 3 clusters Score -284188.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -284213.968750 Penalty: 2341.592529
	Iteration 6Q: 3 clusters Score -284214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284237.875000 Penalty: 2341.592529
	Iteration 7Q: 3 clusters Score -284237.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -284249.750000 Penalty: 2341.592529
	Iteration 8Q: 3 clusters Score -284249.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284265.312500 Penalty: 2341.592529
	Iteration 9Q: 3 clusters Score -284265.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284280.718750 Penalty: 2341.592529
	Iteration 10Q: 3 clusters Score -284280.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284294.062500 Penalty: 2341.592529
	Iteration 11Q: 3 clusters Score -284294.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -284306.500000 Penalty: 2341.592529
	Iteration 12Q: 3 clusters Score -284306.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -284324.062500 Penalty: 2341.592529
	Iteration 13Q: 3 clusters Score -284324.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284346.031250 Penalty: 2341.592529
	Iteration 14Q: 3 clusters Score -284346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -284358.093750 Penalty: 2341.592529
	Iteration 15Q: 3 clusters Score -284358.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -284366.062500 Penalty: 2341.592529
	Iteration 16Q: 3 clusters Score -284366.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -284374.750000 Penalty: 2341.592529
	Iteration 17Q: 3 clusters Score -284374.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -284385.812500 Penalty: 2341.592529
	Iteration 18Q: 3 clusters Score -284385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -284398.562500 Penalty: 2341.592529
	Iteration 19Q: 3 clusters Score -284398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -284406.937500 Penalty: 2341.592529
	Iteration 20F: 3 clusters Score -284406.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284413.687500 Penalty: 2341.592529
	Iteration 21Q: 3 clusters Score -284413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -284421.906250 Penalty: 2341.592529
	Iteration 22Q: 3 clusters Score -284421.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -284429.843750 Penalty: 2341.592529
	Iteration 23Q: 3 clusters Score -284429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284435.125000 Penalty: 2341.592529
	Iteration 24Q: 3 clusters Score -284435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -284438.125000 Penalty: 2341.592529
	Iteration 25Q: 3 clusters Score -284438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -284443.437500 Penalty: 2341.592529
	Iteration 26Q: 3 clusters Score -284443.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -284447.812500 Penalty: 2341.592529
	Iteration 27Q: 3 clusters Score -284447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -284453.843750 Penalty: 2341.592529
	Iteration 28Q: 3 clusters Score -284453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -284458.125000 Penalty: 2341.592529
	Iteration 29Q: 3 clusters Score -284458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -284460.218750 Penalty: 2341.592529
	Iteration 30Q: 3 clusters Score -284460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -284462.156250 Penalty: 2341.592529
	Iteration 31Q: 3 clusters Score -284462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284464.937500 Penalty: 2341.592529
	Iteration 32Q: 3 clusters Score -284464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -284467.312500 Penalty: 2341.592529
	Iteration 33Q: 3 clusters Score -284467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -284470.312500 Penalty: 2341.592529
	Iteration 34Q: 3 clusters Score -284470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -284472.562500 Penalty: 2341.592529
	Iteration 35Q: 3 clusters Score -284472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284476.218750 Penalty: 2341.592529
	Iteration 36Q: 3 clusters Score -284476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -284477.906250 Penalty: 2341.592529
	Iteration 37Q: 3 clusters Score -284477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284480.906250 Penalty: 2341.592529
	Iteration 38Q: 3 clusters Score -284480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284483.593750 Penalty: 2341.592529
	Iteration 39Q: 3 clusters Score -284483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -284486.718750 Penalty: 2341.592529
	Iteration 40F: 3 clusters Score -284486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284488.281250 Penalty: 2341.592529
	Iteration 41Q: 3 clusters Score -284488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -284489.656250 Penalty: 2341.592529
	Iteration 42Q: 3 clusters Score -284489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -284489.687500 Penalty: 2341.592529
	Iteration 43Q: 3 clusters Score -284489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -284490.531250 Penalty: 2341.592529
	Iteration 44Q: 3 clusters Score -284490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -284491.156250 Penalty: 2341.592529
	Iteration 45Q: 3 clusters Score -284491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -284492.312500 Penalty: 2341.592529
	Iteration 46Q: 3 clusters Score -284492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -284493.406250 Penalty: 2341.592529
	Iteration 47Q: 3 clusters Score -284493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -284494.906250 Penalty: 2341.592529
	Iteration 48Q: 3 clusters Score -284494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -284494.906250 Penalty: 2341.592529
	Iteration 49F: 3 clusters Score -284494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -580042.375000 Penalty: 1272.534790
	Iteration 0F: 2 clusters Score -580042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -576205.125000 Penalty: 2545.069580
	Iteration 0F: 3 clusters Score -576205.1 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -577330.187500 Penalty: 2545.069580
	Iteration 1F: 3 clusters Score -577330.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -577574.687500 Penalty: 2545.069580
	Iteration 2F: 3 clusters Score -577574.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -577710.750000 Penalty: 2545.069580
	Iteration 3Q: 3 clusters Score -577710.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -577805.750000 Penalty: 2545.069580
	Iteration 4Q: 3 clusters Score -577805.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -577867.812500 Penalty: 2545.069580
	Iteration 5Q: 3 clusters Score -577867.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -577918.312500 Penalty: 2545.069580
	Iteration 6Q: 3 clusters Score -577918.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -577959.937500 Penalty: 2545.069580
	Iteration 7Q: 3 clusters Score -577959.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -577991.562500 Penalty: 2545.069580
	Iteration 8Q: 3 clusters Score -577991.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -578019.875000 Penalty: 2545.069580
	Iteration 9Q: 3 clusters Score -578019.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -578039.562500 Penalty: 2545.069580
	Iteration 10Q: 3 clusters Score -578039.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -578052.562500 Penalty: 2545.069580
	Iteration 11Q: 3 clusters Score -578052.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -578067.500000 Penalty: 2545.069580
	Iteration 12Q: 3 clusters Score -578067.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -578080.812500 Penalty: 2545.069580
	Iteration 13Q: 3 clusters Score -578080.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -578093.937500 Penalty: 2545.069580
	Iteration 14Q: 3 clusters Score -578093.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -578102.625000 Penalty: 2545.069580
	Iteration 15Q: 3 clusters Score -578102.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -578109.812500 Penalty: 2545.069580
	Iteration 16Q: 3 clusters Score -578109.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -578114.187500 Penalty: 2545.069580
	Iteration 17Q: 3 clusters Score -578114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -578123.750000 Penalty: 2545.069580
	Iteration 18Q: 3 clusters Score -578123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -578129.937500 Penalty: 2545.069580
	Iteration 19Q: 3 clusters Score -578129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -578136.812500 Penalty: 2545.069580
	Iteration 20F: 3 clusters Score -578136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -578144.562500 Penalty: 2545.069580
	Iteration 21Q: 3 clusters Score -578144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -578150.750000 Penalty: 2545.069580
	Iteration 22Q: 3 clusters Score -578150.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -578155.250000 Penalty: 2545.069580
	Iteration 23Q: 3 clusters Score -578155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -578158.875000 Penalty: 2545.069580
	Iteration 24Q: 3 clusters Score -578158.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -578164.062500 Penalty: 2545.069580
	Iteration 25Q: 3 clusters Score -578164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -578166.187500 Penalty: 2545.069580
	Iteration 26Q: 3 clusters Score -578166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -578169.375000 Penalty: 2545.069580
	Iteration 27Q: 3 clusters Score -578169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -578170.812500 Penalty: 2545.069580
	Iteration 28Q: 3 clusters Score -578170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -578171.687500 Penalty: 2545.069580
	Iteration 29Q: 3 clusters Score -578171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -578172.937500 Penalty: 2545.069580
	Iteration 30Q: 3 clusters Score -578172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -578174.125000 Penalty: 2545.069580
	Iteration 31Q: 3 clusters Score -578174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -578176.875000 Penalty: 2545.069580
	Iteration 32Q: 3 clusters Score -578176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -578180.375000 Penalty: 2545.069580
	Iteration 33Q: 3 clusters Score -578180.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -578186.125000 Penalty: 2545.069580
	Iteration 34Q: 3 clusters Score -578186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -578193.062500 Penalty: 2545.069580
	Iteration 35Q: 3 clusters Score -578193.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -578200.500000 Penalty: 2545.069580
	Iteration 36Q: 3 clusters Score -578200.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -578213.437500 Penalty: 2545.069580
	Iteration 37Q: 3 clusters Score -578213.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -578222.250000 Penalty: 2545.069580
	Iteration 38Q: 3 clusters Score -578222.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -578231.000000 Penalty: 2545.069580
	Iteration 39Q: 3 clusters Score -578231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -578245.000000 Penalty: 2545.069580
	Iteration 40F: 3 clusters Score -578245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -578263.625000 Penalty: 2545.069580
	Iteration 41Q: 3 clusters Score -578263.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -578274.875000 Penalty: 2545.069580
	Iteration 42Q: 3 clusters Score -578274.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -578288.250000 Penalty: 2545.069580
	Iteration 43Q: 3 clusters Score -578288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -578300.375000 Penalty: 2545.069580
	Iteration 44Q: 3 clusters Score -578300.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -578318.875000 Penalty: 2545.069580
	Iteration 45Q: 3 clusters Score -578318.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -578338.250000 Penalty: 2545.069580
	Iteration 46Q: 3 clusters Score -578338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -578358.750000 Penalty: 2545.069580
	Iteration 47Q: 3 clusters Score -578358.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -578380.062500 Penalty: 2545.069580
	Iteration 48Q: 3 clusters Score -578380.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -578401.812500 Penalty: 2545.069580
	Iteration 49Q: 3 clusters Score -578401.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -578428.187500 Penalty: 2545.069580
	Iteration 50Q: 3 clusters Score -578428.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -578457.875000 Penalty: 2545.069580
	Iteration 51Q: 3 clusters Score -578457.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -578484.875000 Penalty: 2545.069580
	Iteration 52Q: 3 clusters Score -578484.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -578510.937500 Penalty: 2545.069580
	Iteration 53Q: 3 clusters Score -578510.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -578534.312500 Penalty: 2545.069580
	Iteration 54Q: 3 clusters Score -578534.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -578548.062500 Penalty: 2545.069580
	Iteration 55Q: 3 clusters Score -578548.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -578558.125000 Penalty: 2545.069580
	Iteration 56Q: 3 clusters Score -578558.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -578570.500000 Penalty: 2545.069580
	Iteration 57Q: 3 clusters Score -578570.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -578584.312500 Penalty: 2545.069580
	Iteration 58Q: 3 clusters Score -578584.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -578604.812500 Penalty: 2545.069580
	Iteration 59Q: 3 clusters Score -578604.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -578620.625000 Penalty: 2545.069580
	Iteration 60F: 3 clusters Score -578620.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -578636.125000 Penalty: 2545.069580
	Iteration 61Q: 3 clusters Score -578636.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -578649.062500 Penalty: 2545.069580
	Iteration 62Q: 3 clusters Score -578649.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -578661.812500 Penalty: 2545.069580
	Iteration 63Q: 3 clusters Score -578661.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -578673.437500 Penalty: 2545.069580
	Iteration 64Q: 3 clusters Score -578673.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -578686.812500 Penalty: 2545.069580
	Iteration 65Q: 3 clusters Score -578686.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -578698.187500 Penalty: 2545.069580
	Iteration 66Q: 3 clusters Score -578698.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -578712.812500 Penalty: 2545.069580
	Iteration 67Q: 3 clusters Score -578712.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -578728.312500 Penalty: 2545.069580
	Iteration 68Q: 3 clusters Score -578728.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -578743.125000 Penalty: 2545.069580
	Iteration 69Q: 3 clusters Score -578743.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -578753.312500 Penalty: 2545.069580
	Iteration 70Q: 3 clusters Score -578753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -578765.687500 Penalty: 2545.069580
	Iteration 71Q: 3 clusters Score -578765.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -578778.875000 Penalty: 2545.069580
	Iteration 72Q: 3 clusters Score -578778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -578794.500000 Penalty: 2545.069580
	Iteration 73Q: 3 clusters Score -578794.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -578812.312500 Penalty: 2545.069580
	Iteration 74Q: 3 clusters Score -578812.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -578833.187500 Penalty: 2545.069580
	Iteration 75Q: 3 clusters Score -578833.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -578848.000000 Penalty: 2545.069580
	Iteration 76Q: 3 clusters Score -578848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -578858.375000 Penalty: 2545.069580
	Iteration 77Q: 3 clusters Score -578858.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -578866.375000 Penalty: 2545.069580
	Iteration 78Q: 3 clusters Score -578866.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -578876.750000 Penalty: 2545.069580
	Iteration 79Q: 3 clusters Score -578876.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -578889.000000 Penalty: 2545.069580
	Iteration 80F: 3 clusters Score -578889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -578900.750000 Penalty: 2545.069580
	Iteration 81Q: 3 clusters Score -578900.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -578908.875000 Penalty: 2545.069580
	Iteration 82Q: 3 clusters Score -578908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -578912.000000 Penalty: 2545.069580
	Iteration 83Q: 3 clusters Score -578912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -578916.125000 Penalty: 2545.069580
	Iteration 84Q: 3 clusters Score -578916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -578918.687500 Penalty: 2545.069580
	Iteration 85Q: 3 clusters Score -578918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -578918.687500 Penalty: 2545.069580
	Iteration 86F: 3 clusters Score -578918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Entering Unmasked Estep 
Score: -1236241.750000 Penalty: 1383.349243
	Iteration 0F: 2 clusters Score -1236242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1228823.875000 Penalty: 2766.698486
	Iteration 0F: 3 clusters Score -1228824 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1231221.375000 Penalty: 2766.698486
	Iteration 1F: 3 clusters Score -1231221 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1231520.750000 Penalty: 2766.698486
	Iteration 2F: 3 clusters Score -1231521 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1231808.500000 Penalty: 2766.698486
	Iteration 3F: 3 clusters Score -1231808 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1232087.000000 Penalty: 2766.698486
	Iteration 4Q: 3 clusters Score -1232087 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1232393.000000 Penalty: 2766.698486
	Iteration 5Q: 3 clusters Score -1232393 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1232752.250000 Penalty: 2766.698486
	Iteration 6Q: 3 clusters Score -1232752 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1233167.750000 Penalty: 2766.698486
	Iteration 7F: 3 clusters Score -1233168 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1233599.625000 Penalty: 2766.698486
	Iteration 8Q: 3 clusters Score -1233600 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1234029.375000 Penalty: 2766.698486
	Iteration 9Q: 3 clusters Score -1234029 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1234389.000000 Penalty: 2766.698486
	Iteration 10Q: 3 clusters Score -1234389 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1234646.000000 Penalty: 2766.698486
	Iteration 11Q: 3 clusters Score -1234646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1234858.875000 Penalty: 2766.698486
	Iteration 12Q: 3 clusters Score -1234859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1234975.750000 Penalty: 2766.698486
	Iteration 13Q: 3 clusters Score -1234976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1235050.250000 Penalty: 2766.698486
	Iteration 14Q: 3 clusters Score -1235050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1235077.875000 Penalty: 2766.698486
	Iteration 15Q: 3 clusters Score -1235078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1235095.500000 Penalty: 2766.698486
	Iteration 16Q: 3 clusters Score -1235096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1235123.625000 Penalty: 2766.698486
	Iteration 17Q: 3 clusters Score -1235124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1235144.000000 Penalty: 2766.698486
	Iteration 18Q: 3 clusters Score -1235144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1235158.750000 Penalty: 2766.698486
	Iteration 19Q: 3 clusters Score -1235159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1235168.625000 Penalty: 2766.698486
	Iteration 20F: 3 clusters Score -1235169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1235177.250000 Penalty: 2766.698486
	Iteration 21Q: 3 clusters Score -1235177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1235183.250000 Penalty: 2766.698486
	Iteration 22Q: 3 clusters Score -1235183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1235189.375000 Penalty: 2766.698486
	Iteration 23Q: 3 clusters Score -1235189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1235197.750000 Penalty: 2766.698486
	Iteration 24Q: 3 clusters Score -1235198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1235205.875000 Penalty: 2766.698486
	Iteration 25Q: 3 clusters Score -1235206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1235210.125000 Penalty: 2766.698486
	Iteration 26Q: 3 clusters Score -1235210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1235212.500000 Penalty: 2766.698486
	Iteration 27Q: 3 clusters Score -1235212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1235217.125000 Penalty: 2766.698486
	Iteration 28Q: 3 clusters Score -1235217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1235217.500000 Penalty: 2766.698486
	Iteration 29Q: 3 clusters Score -1235218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1235217.500000 Penalty: 2766.698486
	Iteration 30F: 3 clusters Score -1235218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41903.429688 Penalty: 913.293823
	Iteration 0F: 2 clusters Score -41903.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40990.812500 Penalty: 1826.587646
	Iteration 0F: 3 clusters Score -40990.81 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41156.488281 Penalty: 1826.587646
	Iteration 1F: 3 clusters Score -41156.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41238.875000 Penalty: 1826.587646
	Iteration 2F: 3 clusters Score -41238.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41273.332031 Penalty: 1826.587646
	Iteration 3Q: 3 clusters Score -41273.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41294.191406 Penalty: 1826.587646
	Iteration 4Q: 3 clusters Score -41294.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41304.976562 Penalty: 1826.587646
	Iteration 5Q: 3 clusters Score -41304.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41317.421875 Penalty: 1826.587646
	Iteration 6Q: 3 clusters Score -41317.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41319.914062 Penalty: 1826.587646
	Iteration 7Q: 3 clusters Score -41319.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41321.292969 Penalty: 1826.587646
	Iteration 8Q: 3 clusters Score -41321.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41325.207031 Penalty: 1826.587646
	Iteration 9Q: 3 clusters Score -41325.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41325.207031 Penalty: 1826.587646
	Iteration 10F: 3 clusters Score -41325.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -200506.843750 Penalty: 1134.978638
	Iteration 0F: 2 clusters Score -200506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198625.671875 Penalty: 2269.957275
	Iteration 0F: 3 clusters Score -198625.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -199153.843750 Penalty: 2269.957275
	Iteration 1F: 3 clusters Score -199153.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199295.015625 Penalty: 2269.957275
	Iteration 2F: 3 clusters Score -199295 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199378.093750 Penalty: 2269.957275
	Iteration 3Q: 3 clusters Score -199378.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -199426.390625 Penalty: 2269.957275
	Iteration 4Q: 3 clusters Score -199426.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199455.468750 Penalty: 2269.957275
	Iteration 5Q: 3 clusters Score -199455.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -199473.906250 Penalty: 2269.957275
	Iteration 6Q: 3 clusters Score -199473.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199486.937500 Penalty: 2269.957275
	Iteration 7Q: 3 clusters Score -199486.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199498.078125 Penalty: 2269.957275
	Iteration 8Q: 3 clusters Score -199498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -199502.812500 Penalty: 2269.957275
	Iteration 9Q: 3 clusters Score -199502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -199508.328125 Penalty: 2269.957275
	Iteration 10Q: 3 clusters Score -199508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199513.671875 Penalty: 2269.957275
	Iteration 11Q: 3 clusters Score -199513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -199519.078125 Penalty: 2269.957275
	Iteration 12Q: 3 clusters Score -199519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -199522.343750 Penalty: 2269.957275
	Iteration 13Q: 3 clusters Score -199522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199526.781250 Penalty: 2269.957275
	Iteration 14Q: 3 clusters Score -199526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -199533.906250 Penalty: 2269.957275
	Iteration 15Q: 3 clusters Score -199533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -199541.562500 Penalty: 2269.957275
	Iteration 16Q: 3 clusters Score -199541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199550.359375 Penalty: 2269.957275
	Iteration 17Q: 3 clusters Score -199550.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199556.921875 Penalty: 2269.957275
	Iteration 18Q: 3 clusters Score -199556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199564.718750 Penalty: 2269.957275
	Iteration 19Q: 3 clusters Score -199564.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -199571.031250 Penalty: 2269.957275
	Iteration 20F: 3 clusters Score -199571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -199578.765625 Penalty: 2269.957275
	Iteration 21Q: 3 clusters Score -199578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -199585.500000 Penalty: 2269.957275
	Iteration 22Q: 3 clusters Score -199585.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -199589.921875 Penalty: 2269.957275
	Iteration 23Q: 3 clusters Score -199589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199597.765625 Penalty: 2269.957275
	Iteration 24Q: 3 clusters Score -199597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199608.234375 Penalty: 2269.957275
	Iteration 25Q: 3 clusters Score -199608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199618.734375 Penalty: 2269.957275
	Iteration 26Q: 3 clusters Score -199618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199633.609375 Penalty: 2269.957275
	Iteration 27Q: 3 clusters Score -199633.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -199647.406250 Penalty: 2269.957275
	Iteration 28Q: 3 clusters Score -199647.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199660.515625 Penalty: 2269.957275
	Iteration 29Q: 3 clusters Score -199660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199670.218750 Penalty: 2269.957275
	Iteration 30Q: 3 clusters Score -199670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199678.609375 Penalty: 2269.957275
	Iteration 31Q: 3 clusters Score -199678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199682.968750 Penalty: 2269.957275
	Iteration 32Q: 3 clusters Score -199683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -199686.781250 Penalty: 2269.957275
	Iteration 33Q: 3 clusters Score -199686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199694.156250 Penalty: 2269.957275
	Iteration 34Q: 3 clusters Score -199694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199699.437500 Penalty: 2269.957275
	Iteration 35Q: 3 clusters Score -199699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199701.640625 Penalty: 2269.957275
	Iteration 36Q: 3 clusters Score -199701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199702.781250 Penalty: 2269.957275
	Iteration 37Q: 3 clusters Score -199702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199704.218750 Penalty: 2269.957275
	Iteration 38Q: 3 clusters Score -199704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199706.046875 Penalty: 2269.957275
	Iteration 39Q: 3 clusters Score -199706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199707.375000 Penalty: 2269.957275
	Iteration 40F: 3 clusters Score -199707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199710.015625 Penalty: 2269.957275
	Iteration 41Q: 3 clusters Score -199710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199714.421875 Penalty: 2269.957275
	Iteration 42Q: 3 clusters Score -199714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199717.500000 Penalty: 2269.957275
	Iteration 43Q: 3 clusters Score -199717.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199721.171875 Penalty: 2269.957275
	Iteration 44Q: 3 clusters Score -199721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199728.484375 Penalty: 2269.957275
	Iteration 45Q: 3 clusters Score -199728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199732.500000 Penalty: 2269.957275
	Iteration 46Q: 3 clusters Score -199732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199735.109375 Penalty: 2269.957275
	Iteration 47Q: 3 clusters Score -199735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -199736.234375 Penalty: 2269.957275
	Iteration 48Q: 3 clusters Score -199736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -199738.375000 Penalty: 2269.957275
	Iteration 49Q: 3 clusters Score -199738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199740.015625 Penalty: 2269.957275
	Iteration 50Q: 3 clusters Score -199740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -199743.296875 Penalty: 2269.957275
	Iteration 51Q: 3 clusters Score -199743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -199745.546875 Penalty: 2269.957275
	Iteration 52Q: 3 clusters Score -199745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199746.781250 Penalty: 2269.957275
	Iteration 53Q: 3 clusters Score -199746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199747.828125 Penalty: 2269.957275
	Iteration 54Q: 3 clusters Score -199747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -199748.656250 Penalty: 2269.957275
	Iteration 55Q: 3 clusters Score -199748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199748.890625 Penalty: 2269.957275
	Iteration 56Q: 3 clusters Score -199748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199748.890625 Penalty: 2269.957275
	Iteration 57F: 3 clusters Score -199748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Entering Unmasked Estep 
Score: -2294513.500000 Penalty: 1474.684326
	Iteration 0F: 2 clusters Score -2294514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2281317.750000 Penalty: 2949.368652
	Iteration 0F: 3 clusters Score -2281318 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2286151.250000 Penalty: 2949.368652
	Iteration 1F: 3 clusters Score -2286151 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2286611.000000 Penalty: 2949.368652
	Iteration 2F: 3 clusters Score -2286611 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2287015.500000 Penalty: 2949.368652
	Iteration 3Q: 3 clusters Score -2287016 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2287415.000000 Penalty: 2949.368652
	Iteration 4Q: 3 clusters Score -2287415 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2287837.250000 Penalty: 2949.368652
	Iteration 5Q: 3 clusters Score -2287837 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2288277.250000 Penalty: 2949.368652
	Iteration 6Q: 3 clusters Score -2288277 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2288725.000000 Penalty: 2949.368652
	Iteration 7Q: 3 clusters Score -2288725 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2289138.000000 Penalty: 2949.368652
	Iteration 8Q: 3 clusters Score -2289138 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2289537.250000 Penalty: 2949.368652
	Iteration 9Q: 3 clusters Score -2289537 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2289905.750000 Penalty: 2949.368652
	Iteration 10Q: 3 clusters Score -2289906 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2290249.250000 Penalty: 2949.368652
	Iteration 11Q: 3 clusters Score -2290249 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2290566.250000 Penalty: 2949.368652
	Iteration 12Q: 3 clusters Score -2290566 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2290805.500000 Penalty: 2949.368652
	Iteration 13Q: 3 clusters Score -2290806 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2290965.500000 Penalty: 2949.368652
	Iteration 14Q: 3 clusters Score -2290966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2291097.000000 Penalty: 2949.368652
	Iteration 15Q: 3 clusters Score -2291097 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2291183.250000 Penalty: 2949.368652
	Iteration 16Q: 3 clusters Score -2291183 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2291252.250000 Penalty: 2949.368652
	Iteration 17Q: 3 clusters Score -2291252 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2291299.500000 Penalty: 2949.368652
	Iteration 18Q: 3 clusters Score -2291300 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2291340.000000 Penalty: 2949.368652
	Iteration 19Q: 3 clusters Score -2291340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2291386.500000 Penalty: 2949.368652
	Iteration 20F: 3 clusters Score -2291386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2291419.000000 Penalty: 2949.368652
	Iteration 21Q: 3 clusters Score -2291419 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2291469.500000 Penalty: 2949.368652
	Iteration 22Q: 3 clusters Score -2291470 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2291506.750000 Penalty: 2949.368652
	Iteration 23Q: 3 clusters Score -2291507 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2291551.500000 Penalty: 2949.368652
	Iteration 24Q: 3 clusters Score -2291552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2291587.000000 Penalty: 2949.368652
	Iteration 25Q: 3 clusters Score -2291587 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2291620.000000 Penalty: 2949.368652
	Iteration 26Q: 3 clusters Score -2291620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2291662.750000 Penalty: 2949.368652
	Iteration 27Q: 3 clusters Score -2291663 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2291699.750000 Penalty: 2949.368652
	Iteration 28Q: 3 clusters Score -2291700 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2291738.250000 Penalty: 2949.368652
	Iteration 29Q: 3 clusters Score -2291738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2291772.250000 Penalty: 2949.368652
	Iteration 30Q: 3 clusters Score -2291772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2291801.500000 Penalty: 2949.368652
	Iteration 31Q: 3 clusters Score -2291802 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2291844.000000 Penalty: 2949.368652
	Iteration 32Q: 3 clusters Score -2291844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2291884.250000 Penalty: 2949.368652
	Iteration 33Q: 3 clusters Score -2291884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2291908.500000 Penalty: 2949.368652
	Iteration 34Q: 3 clusters Score -2291908 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2291950.750000 Penalty: 2949.368652
	Iteration 35Q: 3 clusters Score -2291951 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2291983.250000 Penalty: 2949.368652
	Iteration 36Q: 3 clusters Score -2291983 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2292016.500000 Penalty: 2949.368652
	Iteration 37Q: 3 clusters Score -2292016 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2292055.750000 Penalty: 2949.368652
	Iteration 38Q: 3 clusters Score -2292056 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2292093.000000 Penalty: 2949.368652
	Iteration 39Q: 3 clusters Score -2292093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2292117.250000 Penalty: 2949.368652
	Iteration 40F: 3 clusters Score -2292117 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2292154.500000 Penalty: 2949.368652
	Iteration 41Q: 3 clusters Score -2292154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2292188.750000 Penalty: 2949.368652
	Iteration 42Q: 3 clusters Score -2292189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2292221.500000 Penalty: 2949.368652
	Iteration 43Q: 3 clusters Score -2292222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2292248.000000 Penalty: 2949.368652
	Iteration 44Q: 3 clusters Score -2292248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2292281.000000 Penalty: 2949.368652
	Iteration 45Q: 3 clusters Score -2292281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2292314.750000 Penalty: 2949.368652
	Iteration 46Q: 3 clusters Score -2292315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2292330.500000 Penalty: 2949.368652
	Iteration 47Q: 3 clusters Score -2292330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2292357.000000 Penalty: 2949.368652
	Iteration 48Q: 3 clusters Score -2292357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2292391.750000 Penalty: 2949.368652
	Iteration 49Q: 3 clusters Score -2292392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2292416.500000 Penalty: 2949.368652
	Iteration 50Q: 3 clusters Score -2292416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2292431.750000 Penalty: 2949.368652
	Iteration 51Q: 3 clusters Score -2292432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2292445.250000 Penalty: 2949.368652
	Iteration 52Q: 3 clusters Score -2292445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2292477.500000 Penalty: 2949.368652
	Iteration 53Q: 3 clusters Score -2292478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2292487.750000 Penalty: 2949.368652
	Iteration 54Q: 3 clusters Score -2292488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2292504.500000 Penalty: 2949.368652
	Iteration 55Q: 3 clusters Score -2292504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2292521.500000 Penalty: 2949.368652
	Iteration 56Q: 3 clusters Score -2292522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2292541.500000 Penalty: 2949.368652
	Iteration 57Q: 3 clusters Score -2292542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2292552.750000 Penalty: 2949.368652
	Iteration 58Q: 3 clusters Score -2292553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2292569.250000 Penalty: 2949.368652
	Iteration 59Q: 3 clusters Score -2292569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2292581.000000 Penalty: 2949.368652
	Iteration 60F: 3 clusters Score -2292581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2292602.750000 Penalty: 2949.368652
	Iteration 61Q: 3 clusters Score -2292603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2292625.750000 Penalty: 2949.368652
	Iteration 62Q: 3 clusters Score -2292626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2292646.000000 Penalty: 2949.368652
	Iteration 63Q: 3 clusters Score -2292646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2292669.250000 Penalty: 2949.368652
	Iteration 64Q: 3 clusters Score -2292669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2292697.500000 Penalty: 2949.368652
	Iteration 65Q: 3 clusters Score -2292698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2292721.000000 Penalty: 2949.368652
	Iteration 66Q: 3 clusters Score -2292721 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2292748.000000 Penalty: 2949.368652
	Iteration 67Q: 3 clusters Score -2292748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2292766.500000 Penalty: 2949.368652
	Iteration 68Q: 3 clusters Score -2292766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2292785.500000 Penalty: 2949.368652
	Iteration 69Q: 3 clusters Score -2292786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2292800.500000 Penalty: 2949.368652
	Iteration 70Q: 3 clusters Score -2292800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2292816.000000 Penalty: 2949.368652
	Iteration 71Q: 3 clusters Score -2292816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2292835.250000 Penalty: 2949.368652
	Iteration 72Q: 3 clusters Score -2292835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2292850.000000 Penalty: 2949.368652
	Iteration 73Q: 3 clusters Score -2292850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2292872.250000 Penalty: 2949.368652
	Iteration 74Q: 3 clusters Score -2292872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2292895.500000 Penalty: 2949.368652
	Iteration 75Q: 3 clusters Score -2292896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2292915.750000 Penalty: 2949.368652
	Iteration 76Q: 3 clusters Score -2292916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2292933.750000 Penalty: 2949.368652
	Iteration 77Q: 3 clusters Score -2292934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2292956.750000 Penalty: 2949.368652
	Iteration 78Q: 3 clusters Score -2292957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2292974.250000 Penalty: 2949.368652
	Iteration 79Q: 3 clusters Score -2292974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2292988.750000 Penalty: 2949.368652
	Iteration 80F: 3 clusters Score -2292989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2293004.500000 Penalty: 2949.368652
	Iteration 81Q: 3 clusters Score -2293004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2293013.000000 Penalty: 2949.368652
	Iteration 82Q: 3 clusters Score -2293013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2293028.500000 Penalty: 2949.368652
	Iteration 83Q: 3 clusters Score -2293028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2293040.250000 Penalty: 2949.368652
	Iteration 84Q: 3 clusters Score -2293040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2293054.250000 Penalty: 2949.368652
	Iteration 85Q: 3 clusters Score -2293054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2293070.750000 Penalty: 2949.368652
	Iteration 86Q: 3 clusters Score -2293071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2293085.000000 Penalty: 2949.368652
	Iteration 87Q: 3 clusters Score -2293085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2293094.000000 Penalty: 2949.368652
	Iteration 88Q: 3 clusters Score -2293094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2293104.250000 Penalty: 2949.368652
	Iteration 89Q: 3 clusters Score -2293104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2293115.750000 Penalty: 2949.368652
	Iteration 90Q: 3 clusters Score -2293116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2293126.500000 Penalty: 2949.368652
	Iteration 91Q: 3 clusters Score -2293126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2293139.500000 Penalty: 2949.368652
	Iteration 92Q: 3 clusters Score -2293140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2293150.000000 Penalty: 2949.368652
	Iteration 93Q: 3 clusters Score -2293150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2293164.750000 Penalty: 2949.368652
	Iteration 94Q: 3 clusters Score -2293165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2293172.250000 Penalty: 2949.368652
	Iteration 95Q: 3 clusters Score -2293172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2293180.750000 Penalty: 2949.368652
	Iteration 96Q: 3 clusters Score -2293181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2293184.750000 Penalty: 2949.368652
	Iteration 97Q: 3 clusters Score -2293185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2293187.250000 Penalty: 2949.368652
	Iteration 98Q: 3 clusters Score -2293187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2293190.250000 Penalty: 2949.368652
	Iteration 99Q: 3 clusters Score -2293190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2293189.500000 Penalty: 2949.368652
	Iteration 100F: 3 clusters Score -2293190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2293195.750000 Penalty: 2949.368652
	Iteration 101Q: 3 clusters Score -2293196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2293199.000000 Penalty: 2949.368652
	Iteration 102Q: 3 clusters Score -2293199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2293199.250000 Penalty: 2949.368652
	Iteration 103Q: 3 clusters Score -2293199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2293197.000000 Penalty: 2949.368652
	Iteration 104Q: 3 clusters Score -2293197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2293199.750000 Penalty: 2949.368652
	Iteration 105Q: 3 clusters Score -2293200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2293202.250000 Penalty: 2949.368652
	Iteration 106Q: 3 clusters Score -2293202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2293204.250000 Penalty: 2949.368652
	Iteration 107Q: 3 clusters Score -2293204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2293204.000000 Penalty: 2949.368652
	Iteration 108Q: 3 clusters Score -2293204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2293204.750000 Penalty: 2949.368652
	Iteration 109Q: 3 clusters Score -2293205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2293202.750000 Penalty: 2949.368652
	Iteration 110Q: 3 clusters Score -2293203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2293204.500000 Penalty: 2949.368652
	Iteration 111Q: 3 clusters Score -2293204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2293201.500000 Penalty: 2949.368652
	Iteration 112Q: 3 clusters Score -2293202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2293204.750000 Penalty: 2949.368652
	Iteration 113Q: 3 clusters Score -2293205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2293204.750000 Penalty: 2949.368652
	Iteration 114F: 3 clusters Score -2293205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -701129.812500 Penalty: 1303.508789
	Iteration 0F: 2 clusters Score -701129.8 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 3157 members 
Entering Unmasked Estep 
Score: -696599.125000 Penalty: 2607.017578
	Iteration 0F: 3 clusters Score -696599.1 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -697922.812500 Penalty: 2607.017578
	Iteration 1F: 3 clusters Score -697922.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -698137.812500 Penalty: 2607.017578
	Iteration 2F: 3 clusters Score -698137.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -698299.812500 Penalty: 2607.017578
	Iteration 3Q: 3 clusters Score -698299.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -698420.875000 Penalty: 2607.017578
	Iteration 4Q: 3 clusters Score -698420.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -698536.062500 Penalty: 2607.017578
	Iteration 5Q: 3 clusters Score -698536.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -698643.875000 Penalty: 2607.017578
	Iteration 6Q: 3 clusters Score -698643.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -698746.000000 Penalty: 2607.017578
	Iteration 7Q: 3 clusters Score -698746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -698853.875000 Penalty: 2607.017578
	Iteration 8Q: 3 clusters Score -698853.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -698943.750000 Penalty: 2607.017578
	Iteration 9Q: 3 clusters Score -698943.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -699023.000000 Penalty: 2607.017578
	Iteration 10Q: 3 clusters Score -699023 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -699110.437500 Penalty: 2607.017578
	Iteration 11Q: 3 clusters Score -699110.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -699214.062500 Penalty: 2607.017578
	Iteration 12Q: 3 clusters Score -699214.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -699301.250000 Penalty: 2607.017578
	Iteration 13Q: 3 clusters Score -699301.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -699397.187500 Penalty: 2607.017578
	Iteration 14Q: 3 clusters Score -699397.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -699507.500000 Penalty: 2607.017578
	Iteration 15Q: 3 clusters Score -699507.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -699609.000000 Penalty: 2607.017578
	Iteration 16Q: 3 clusters Score -699609 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -699688.437500 Penalty: 2607.017578
	Iteration 17Q: 3 clusters Score -699688.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -699746.812500 Penalty: 2607.017578
	Iteration 18Q: 3 clusters Score -699746.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -699790.437500 Penalty: 2607.017578
	Iteration 19Q: 3 clusters Score -699790.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -699829.687500 Penalty: 2607.017578
	Iteration 20F: 3 clusters Score -699829.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -699875.062500 Penalty: 2607.017578
	Iteration 21Q: 3 clusters Score -699875.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -699915.687500 Penalty: 2607.017578
	Iteration 22Q: 3 clusters Score -699915.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -699947.625000 Penalty: 2607.017578
	Iteration 23Q: 3 clusters Score -699947.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -699964.312500 Penalty: 2607.017578
	Iteration 24Q: 3 clusters Score -699964.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -699977.437500 Penalty: 2607.017578
	Iteration 25Q: 3 clusters Score -699977.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -699991.250000 Penalty: 2607.017578
	Iteration 26Q: 3 clusters Score -699991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -700010.062500 Penalty: 2607.017578
	Iteration 27Q: 3 clusters Score -700010.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -700023.375000 Penalty: 2607.017578
	Iteration 28Q: 3 clusters Score -700023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -700038.187500 Penalty: 2607.017578
	Iteration 29Q: 3 clusters Score -700038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -700043.812500 Penalty: 2607.017578
	Iteration 30Q: 3 clusters Score -700043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -700047.062500 Penalty: 2607.017578
	Iteration 31Q: 3 clusters Score -700047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -700050.812500 Penalty: 2607.017578
	Iteration 32Q: 3 clusters Score -700050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -700052.500000 Penalty: 2607.017578
	Iteration 33Q: 3 clusters Score -700052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -700056.062500 Penalty: 2607.017578
	Iteration 34Q: 3 clusters Score -700056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -700058.937500 Penalty: 2607.017578
	Iteration 35Q: 3 clusters Score -700058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -700062.437500 Penalty: 2607.017578
	Iteration 36Q: 3 clusters Score -700062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -700066.187500 Penalty: 2607.017578
	Iteration 37Q: 3 clusters Score -700066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -700069.000000 Penalty: 2607.017578
	Iteration 38Q: 3 clusters Score -700069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -700071.375000 Penalty: 2607.017578
	Iteration 39Q: 3 clusters Score -700071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -700073.125000 Penalty: 2607.017578
	Iteration 40F: 3 clusters Score -700073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -700073.437500 Penalty: 2607.017578
	Iteration 41Q: 3 clusters Score -700073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -700074.187500 Penalty: 2607.017578
	Iteration 42Q: 3 clusters Score -700074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -700075.000000 Penalty: 2607.017578
	Iteration 43Q: 3 clusters Score -700075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -700076.125000 Penalty: 2607.017578
	Iteration 44Q: 3 clusters Score -700076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -700077.000000 Penalty: 2607.017578
	Iteration 45Q: 3 clusters Score -700077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -700077.000000 Penalty: 2607.017578
	Iteration 46F: 3 clusters Score -700077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Entering Unmasked Estep 
Score: -1427704.500000 Penalty: 1401.205566
	Iteration 0F: 2 clusters Score -1427704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1419588.000000 Penalty: 2802.411133
	Iteration 0F: 3 clusters Score -1419588 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1422199.375000 Penalty: 2802.411133
	Iteration 1F: 3 clusters Score -1422199 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1422488.875000 Penalty: 2802.411133
	Iteration 2F: 3 clusters Score -1422489 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1422717.250000 Penalty: 2802.411133
	Iteration 3Q: 3 clusters Score -1422717 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1422937.500000 Penalty: 2802.411133
	Iteration 4Q: 3 clusters Score -1422938 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1423190.375000 Penalty: 2802.411133
	Iteration 5Q: 3 clusters Score -1423190 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1423464.375000 Penalty: 2802.411133
	Iteration 6Q: 3 clusters Score -1423464 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1423759.875000 Penalty: 2802.411133
	Iteration 7Q: 3 clusters Score -1423760 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1424134.250000 Penalty: 2802.411133
	Iteration 8F: 3 clusters Score -1424134 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1424564.250000 Penalty: 2802.411133
	Iteration 9Q: 3 clusters Score -1424564 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1425080.250000 Penalty: 2802.411133
	Iteration 10F: 3 clusters Score -1425080 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1425558.625000 Penalty: 2802.411133
	Iteration 11Q: 3 clusters Score -1425559 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1425912.750000 Penalty: 2802.411133
	Iteration 12Q: 3 clusters Score -1425913 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1426192.000000 Penalty: 2802.411133
	Iteration 13Q: 3 clusters Score -1426192 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1426381.125000 Penalty: 2802.411133
	Iteration 14Q: 3 clusters Score -1426381 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1426512.625000 Penalty: 2802.411133
	Iteration 15Q: 3 clusters Score -1426513 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1426597.875000 Penalty: 2802.411133
	Iteration 16Q: 3 clusters Score -1426598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1426649.500000 Penalty: 2802.411133
	Iteration 17Q: 3 clusters Score -1426650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1426682.750000 Penalty: 2802.411133
	Iteration 18Q: 3 clusters Score -1426683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1426711.500000 Penalty: 2802.411133
	Iteration 19Q: 3 clusters Score -1426712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1426719.875000 Penalty: 2802.411133
	Iteration 20F: 3 clusters Score -1426720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1426727.000000 Penalty: 2802.411133
	Iteration 21Q: 3 clusters Score -1426727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1426732.625000 Penalty: 2802.411133
	Iteration 22Q: 3 clusters Score -1426733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1426740.125000 Penalty: 2802.411133
	Iteration 23Q: 3 clusters Score -1426740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1426746.000000 Penalty: 2802.411133
	Iteration 24Q: 3 clusters Score -1426746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1426751.000000 Penalty: 2802.411133
	Iteration 25Q: 3 clusters Score -1426751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1426759.375000 Penalty: 2802.411133
	Iteration 26Q: 3 clusters Score -1426759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1426765.000000 Penalty: 2802.411133
	Iteration 27Q: 3 clusters Score -1426765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1426769.875000 Penalty: 2802.411133
	Iteration 28Q: 3 clusters Score -1426770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1426769.875000 Penalty: 2802.411133
	Iteration 29Q: 3 clusters Score -1426770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1426777.500000 Penalty: 2802.411133
	Iteration 30Q: 3 clusters Score -1426778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1426776.625000 Penalty: 2802.411133
	Iteration 31Q: 3 clusters Score -1426777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1426782.000000 Penalty: 2802.411133
	Iteration 32Q: 3 clusters Score -1426782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1426779.750000 Penalty: 2802.411133
	Iteration 33Q: 3 clusters Score -1426780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1426784.250000 Penalty: 2802.411133
	Iteration 34Q: 3 clusters Score -1426784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1426784.500000 Penalty: 2802.411133
	Iteration 35Q: 3 clusters Score -1426784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1426785.875000 Penalty: 2802.411133
	Iteration 36Q: 3 clusters Score -1426786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1426787.250000 Penalty: 2802.411133
	Iteration 37Q: 3 clusters Score -1426787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1426787.250000 Penalty: 2802.411133
	Iteration 38Q: 3 clusters Score -1426787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1426787.375000 Penalty: 2802.411133
	Iteration 39Q: 3 clusters Score -1426787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1426787.625000 Penalty: 2802.411133
	Iteration 40F: 3 clusters Score -1426788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1426787.125000 Penalty: 2802.411133
	Iteration 41Q: 3 clusters Score -1426787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1426787.500000 Penalty: 2802.411133
	Iteration 42Q: 3 clusters Score -1426788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1426787.500000 Penalty: 2802.411133
	Iteration 43F: 3 clusters Score -1426788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -17752.619141 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -17752.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17065.687500 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -17065.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17246.791016 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -17246.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17318.292969 Penalty: 1684.261841
	Iteration 2Q: 3 clusters Score -17318.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17343.363281 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -17343.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17367.458984 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -17367.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17400.222656 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -17400.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17403.986328 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -17403.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17403.986328 Penalty: 1684.261841
	Iteration 7F: 3 clusters Score -17403.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Entering Unmasked Estep 
Score: -3490709.750000 Penalty: 1540.241577
	Iteration 0F: 2 clusters Score -3490710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3470295.750000 Penalty: 3080.483154
	Iteration 0F: 3 clusters Score -3470296 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3478216.250000 Penalty: 3080.483154
	Iteration 1F: 3 clusters Score -3478216 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3478876.000000 Penalty: 3080.483154
	Iteration 2F: 3 clusters Score -3478876 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3479555.250000 Penalty: 3080.483154
	Iteration 3Q: 3 clusters Score -3479555 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3480323.500000 Penalty: 3080.483154
	Iteration 4F: 3 clusters Score -3480324 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3481049.500000 Penalty: 3080.483154
	Iteration 5F: 3 clusters Score -3481050 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3481769.000000 Penalty: 3080.483154
	Iteration 6Q: 3 clusters Score -3481769 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3482541.000000 Penalty: 3080.483154
	Iteration 7Q: 3 clusters Score -3482541 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3483405.750000 Penalty: 3080.483154
	Iteration 8Q: 3 clusters Score -3483406 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3484327.250000 Penalty: 3080.483154
	Iteration 9Q: 3 clusters Score -3484327 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3485169.500000 Penalty: 3080.483154
	Iteration 10Q: 3 clusters Score -3485170 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3485781.500000 Penalty: 3080.483154
	Iteration 11Q: 3 clusters Score -3485782 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3486178.000000 Penalty: 3080.483154
	Iteration 12Q: 3 clusters Score -3486178 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3486409.500000 Penalty: 3080.483154
	Iteration 13Q: 3 clusters Score -3486410 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3486554.250000 Penalty: 3080.483154
	Iteration 14Q: 3 clusters Score -3486554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3486670.750000 Penalty: 3080.483154
	Iteration 15Q: 3 clusters Score -3486671 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3486785.000000 Penalty: 3080.483154
	Iteration 16Q: 3 clusters Score -3486785 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3486905.750000 Penalty: 3080.483154
	Iteration 17Q: 3 clusters Score -3486906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3487008.500000 Penalty: 3080.483154
	Iteration 18Q: 3 clusters Score -3487008 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3487111.000000 Penalty: 3080.483154
	Iteration 19Q: 3 clusters Score -3487111 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3487230.750000 Penalty: 3080.483154
	Iteration 20F: 3 clusters Score -3487231 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3487328.500000 Penalty: 3080.483154
	Iteration 21Q: 3 clusters Score -3487328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3487434.250000 Penalty: 3080.483154
	Iteration 22Q: 3 clusters Score -3487434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3487546.000000 Penalty: 3080.483154
	Iteration 23Q: 3 clusters Score -3487546 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3487654.000000 Penalty: 3080.483154
	Iteration 24Q: 3 clusters Score -3487654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3487748.500000 Penalty: 3080.483154
	Iteration 25Q: 3 clusters Score -3487748 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3487860.750000 Penalty: 3080.483154
	Iteration 26Q: 3 clusters Score -3487861 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3487933.000000 Penalty: 3080.483154
	Iteration 27Q: 3 clusters Score -3487933 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3488018.250000 Penalty: 3080.483154
	Iteration 28Q: 3 clusters Score -3488018 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3488127.750000 Penalty: 3080.483154
	Iteration 29Q: 3 clusters Score -3488128 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3488201.500000 Penalty: 3080.483154
	Iteration 30Q: 3 clusters Score -3488202 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3488265.500000 Penalty: 3080.483154
	Iteration 31Q: 3 clusters Score -3488266 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3488348.000000 Penalty: 3080.483154
	Iteration 32Q: 3 clusters Score -3488348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3488434.000000 Penalty: 3080.483154
	Iteration 33Q: 3 clusters Score -3488434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3488520.000000 Penalty: 3080.483154
	Iteration 34Q: 3 clusters Score -3488520 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3488604.000000 Penalty: 3080.483154
	Iteration 35Q: 3 clusters Score -3488604 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3488665.750000 Penalty: 3080.483154
	Iteration 36Q: 3 clusters Score -3488666 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3488724.250000 Penalty: 3080.483154
	Iteration 37Q: 3 clusters Score -3488724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3488784.250000 Penalty: 3080.483154
	Iteration 38Q: 3 clusters Score -3488784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3488797.000000 Penalty: 3080.483154
	Iteration 39Q: 3 clusters Score -3488797 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3488840.250000 Penalty: 3080.483154
	Iteration 40F: 3 clusters Score -3488840 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3488864.250000 Penalty: 3080.483154
	Iteration 41Q: 3 clusters Score -3488864 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3488896.500000 Penalty: 3080.483154
	Iteration 42Q: 3 clusters Score -3488896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3488937.500000 Penalty: 3080.483154
	Iteration 43Q: 3 clusters Score -3488938 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3488964.250000 Penalty: 3080.483154
	Iteration 44Q: 3 clusters Score -3488964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3488976.000000 Penalty: 3080.483154
	Iteration 45Q: 3 clusters Score -3488976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3489000.000000 Penalty: 3080.483154
	Iteration 46Q: 3 clusters Score -3489000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3489017.000000 Penalty: 3080.483154
	Iteration 47Q: 3 clusters Score -3489017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3489052.000000 Penalty: 3080.483154
	Iteration 48Q: 3 clusters Score -3489052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3489074.250000 Penalty: 3080.483154
	Iteration 49Q: 3 clusters Score -3489074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3489109.000000 Penalty: 3080.483154
	Iteration 50Q: 3 clusters Score -3489109 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3489124.750000 Penalty: 3080.483154
	Iteration 51Q: 3 clusters Score -3489125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3489134.000000 Penalty: 3080.483154
	Iteration 52Q: 3 clusters Score -3489134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3489141.750000 Penalty: 3080.483154
	Iteration 53Q: 3 clusters Score -3489142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3489171.250000 Penalty: 3080.483154
	Iteration 54Q: 3 clusters Score -3489171 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3489177.500000 Penalty: 3080.483154
	Iteration 55Q: 3 clusters Score -3489178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3489197.500000 Penalty: 3080.483154
	Iteration 56Q: 3 clusters Score -3489198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3489209.250000 Penalty: 3080.483154
	Iteration 57Q: 3 clusters Score -3489209 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3489211.000000 Penalty: 3080.483154
	Iteration 58Q: 3 clusters Score -3489211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3489231.500000 Penalty: 3080.483154
	Iteration 59Q: 3 clusters Score -3489232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3489226.250000 Penalty: 3080.483154
	Iteration 60F: 3 clusters Score -3489226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3489239.500000 Penalty: 3080.483154
	Iteration 61Q: 3 clusters Score -3489240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3489237.250000 Penalty: 3080.483154
	Iteration 62Q: 3 clusters Score -3489237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3489242.750000 Penalty: 3080.483154
	Iteration 63Q: 3 clusters Score -3489243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3489256.500000 Penalty: 3080.483154
	Iteration 64Q: 3 clusters Score -3489256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3489263.250000 Penalty: 3080.483154
	Iteration 65Q: 3 clusters Score -3489263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3489268.750000 Penalty: 3080.483154
	Iteration 66Q: 3 clusters Score -3489269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3489284.000000 Penalty: 3080.483154
	Iteration 67Q: 3 clusters Score -3489284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3489295.500000 Penalty: 3080.483154
	Iteration 68Q: 3 clusters Score -3489296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3489327.000000 Penalty: 3080.483154
	Iteration 69Q: 3 clusters Score -3489327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3489337.750000 Penalty: 3080.483154
	Iteration 70Q: 3 clusters Score -3489338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3489361.250000 Penalty: 3080.483154
	Iteration 71Q: 3 clusters Score -3489361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3489374.000000 Penalty: 3080.483154
	Iteration 72Q: 3 clusters Score -3489374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3489377.750000 Penalty: 3080.483154
	Iteration 73Q: 3 clusters Score -3489378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3489397.250000 Penalty: 3080.483154
	Iteration 74Q: 3 clusters Score -3489397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3489420.250000 Penalty: 3080.483154
	Iteration 75Q: 3 clusters Score -3489420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3489431.500000 Penalty: 3080.483154
	Iteration 76Q: 3 clusters Score -3489432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3489430.750000 Penalty: 3080.483154
	Iteration 77Q: 3 clusters Score -3489431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3489447.500000 Penalty: 3080.483154
	Iteration 78Q: 3 clusters Score -3489448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3489449.500000 Penalty: 3080.483154
	Iteration 79Q: 3 clusters Score -3489450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3489463.250000 Penalty: 3080.483154
	Iteration 80F: 3 clusters Score -3489463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3489471.750000 Penalty: 3080.483154
	Iteration 81Q: 3 clusters Score -3489472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3489473.000000 Penalty: 3080.483154
	Iteration 82Q: 3 clusters Score -3489473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3489483.500000 Penalty: 3080.483154
	Iteration 83Q: 3 clusters Score -3489484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3489493.250000 Penalty: 3080.483154
	Iteration 84Q: 3 clusters Score -3489493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3489493.250000 Penalty: 3080.483154
	Iteration 85Q: 3 clusters Score -3489493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3489498.000000 Penalty: 3080.483154
	Iteration 86Q: 3 clusters Score -3489498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3489504.500000 Penalty: 3080.483154
	Iteration 87Q: 3 clusters Score -3489504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3489502.250000 Penalty: 3080.483154
	Iteration 88Q: 3 clusters Score -3489502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3489508.750000 Penalty: 3080.483154
	Iteration 89Q: 3 clusters Score -3489509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3489512.000000 Penalty: 3080.483154
	Iteration 90Q: 3 clusters Score -3489512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3489509.500000 Penalty: 3080.483154
	Iteration 91Q: 3 clusters Score -3489510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3489515.250000 Penalty: 3080.483154
	Iteration 92Q: 3 clusters Score -3489515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3489508.750000 Penalty: 3080.483154
	Iteration 93Q: 3 clusters Score -3489509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3489516.500000 Penalty: 3080.483154
	Iteration 94Q: 3 clusters Score -3489516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3489517.500000 Penalty: 3080.483154
	Iteration 95Q: 3 clusters Score -3489518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3489515.500000 Penalty: 3080.483154
	Iteration 96Q: 3 clusters Score -3489516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3489517.750000 Penalty: 3080.483154
	Iteration 97Q: 3 clusters Score -3489518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3489516.750000 Penalty: 3080.483154
	Iteration 98Q: 3 clusters Score -3489517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3489520.500000 Penalty: 3080.483154
	Iteration 99Q: 3 clusters Score -3489520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3489519.750000 Penalty: 3080.483154
	Iteration 100F: 3 clusters Score -3489520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3489522.000000 Penalty: 3080.483154
	Iteration 101Q: 3 clusters Score -3489522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3489522.000000 Penalty: 3080.483154
	Iteration 102Q: 3 clusters Score -3489522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3489528.500000 Penalty: 3080.483154
	Iteration 103Q: 3 clusters Score -3489528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3489523.500000 Penalty: 3080.483154
	Iteration 104Q: 3 clusters Score -3489524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3489523.000000 Penalty: 3080.483154
	Iteration 105Q: 3 clusters Score -3489523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3489521.500000 Penalty: 3080.483154
	Iteration 106Q: 3 clusters Score -3489522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3489526.750000 Penalty: 3080.483154
	Iteration 107Q: 3 clusters Score -3489527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3489527.500000 Penalty: 3080.483154
	Iteration 108Q: 3 clusters Score -3489528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3489528.250000 Penalty: 3080.483154
	Iteration 109Q: 3 clusters Score -3489528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3489536.250000 Penalty: 3080.483154
	Iteration 110Q: 3 clusters Score -3489536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3489531.750000 Penalty: 3080.483154
	Iteration 111Q: 3 clusters Score -3489532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3489533.750000 Penalty: 3080.483154
	Iteration 112Q: 3 clusters Score -3489534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3489542.250000 Penalty: 3080.483154
	Iteration 113Q: 3 clusters Score -3489542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3489541.250000 Penalty: 3080.483154
	Iteration 114Q: 3 clusters Score -3489541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3489542.250000 Penalty: 3080.483154
	Iteration 115Q: 3 clusters Score -3489542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3489547.750000 Penalty: 3080.483154
	Iteration 116Q: 3 clusters Score -3489548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3489555.250000 Penalty: 3080.483154
	Iteration 117Q: 3 clusters Score -3489555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3489554.500000 Penalty: 3080.483154
	Iteration 118Q: 3 clusters Score -3489554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3489552.250000 Penalty: 3080.483154
	Iteration 119Q: 3 clusters Score -3489552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3489562.500000 Penalty: 3080.483154
	Iteration 120F: 3 clusters Score -3489562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3489564.500000 Penalty: 3080.483154
	Iteration 121Q: 3 clusters Score -3489564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3489571.500000 Penalty: 3080.483154
	Iteration 122Q: 3 clusters Score -3489572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3489573.250000 Penalty: 3080.483154
	Iteration 123Q: 3 clusters Score -3489573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3489579.750000 Penalty: 3080.483154
	Iteration 124Q: 3 clusters Score -3489580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3489576.500000 Penalty: 3080.483154
	Iteration 125Q: 3 clusters Score -3489576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3489580.750000 Penalty: 3080.483154
	Iteration 126Q: 3 clusters Score -3489581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3489581.250000 Penalty: 3080.483154
	Iteration 127Q: 3 clusters Score -3489581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3489590.500000 Penalty: 3080.483154
	Iteration 128Q: 3 clusters Score -3489590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3489594.500000 Penalty: 3080.483154
	Iteration 129Q: 3 clusters Score -3489594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3489593.250000 Penalty: 3080.483154
	Iteration 130Q: 3 clusters Score -3489593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3489594.250000 Penalty: 3080.483154
	Iteration 131Q: 3 clusters Score -3489594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3489602.250000 Penalty: 3080.483154
	Iteration 132Q: 3 clusters Score -3489602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3489601.250000 Penalty: 3080.483154
	Iteration 133Q: 3 clusters Score -3489601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3489608.750000 Penalty: 3080.483154
	Iteration 134Q: 3 clusters Score -3489609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3489612.000000 Penalty: 3080.483154
	Iteration 135Q: 3 clusters Score -3489612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3489618.750000 Penalty: 3080.483154
	Iteration 136Q: 3 clusters Score -3489619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3489626.000000 Penalty: 3080.483154
	Iteration 137Q: 3 clusters Score -3489626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3489626.000000 Penalty: 3080.483154
	Iteration 138Q: 3 clusters Score -3489626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3489621.500000 Penalty: 3080.483154
	Iteration 139Q: 3 clusters Score -3489622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3489630.500000 Penalty: 3080.483154
	Iteration 140F: 3 clusters Score -3489630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3489634.000000 Penalty: 3080.483154
	Iteration 141Q: 3 clusters Score -3489634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3489634.250000 Penalty: 3080.483154
	Iteration 142Q: 3 clusters Score -3489634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3489626.500000 Penalty: 3080.483154
	Iteration 143Q: 3 clusters Score -3489626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -3489631.250000 Penalty: 3080.483154
	Iteration 144Q: 3 clusters Score -3489631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3489633.000000 Penalty: 3080.483154
	Iteration 145Q: 3 clusters Score -3489633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3489630.750000 Penalty: 3080.483154
	Iteration 146Q: 3 clusters Score -3489631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -3489637.250000 Penalty: 3080.483154
	Iteration 147Q: 3 clusters Score -3489637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3489637.250000 Penalty: 3080.483154
	Iteration 148Q: 3 clusters Score -3489637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3489637.750000 Penalty: 3080.483154
	Iteration 149Q: 3 clusters Score -3489638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3489640.500000 Penalty: 3080.483154
	Iteration 150Q: 3 clusters Score -3489640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3489644.000000 Penalty: 3080.483154
	Iteration 151Q: 3 clusters Score -3489644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3489644.750000 Penalty: 3080.483154
	Iteration 152Q: 3 clusters Score -3489645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3489643.500000 Penalty: 3080.483154
	Iteration 153Q: 3 clusters Score -3489644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3489643.750000 Penalty: 3080.483154
	Iteration 154Q: 3 clusters Score -3489644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3489652.000000 Penalty: 3080.483154
	Iteration 155Q: 3 clusters Score -3489652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3489654.250000 Penalty: 3080.483154
	Iteration 156Q: 3 clusters Score -3489654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3489650.000000 Penalty: 3080.483154
	Iteration 157Q: 3 clusters Score -3489650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3489649.250000 Penalty: 3080.483154
	Iteration 158Q: 3 clusters Score -3489649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -3489657.500000 Penalty: 3080.483154
	Iteration 159Q: 3 clusters Score -3489658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3489658.750000 Penalty: 3080.483154
	Iteration 160F: 3 clusters Score -3489659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3489659.500000 Penalty: 3080.483154
	Iteration 161Q: 3 clusters Score -3489660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3489656.250000 Penalty: 3080.483154
	Iteration 162Q: 3 clusters Score -3489656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3489655.750000 Penalty: 3080.483154
	Iteration 163Q: 3 clusters Score -3489656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3489660.500000 Penalty: 3080.483154
	Iteration 164Q: 3 clusters Score -3489660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3489658.750000 Penalty: 3080.483154
	Iteration 165Q: 3 clusters Score -3489659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3489663.500000 Penalty: 3080.483154
	Iteration 166Q: 3 clusters Score -3489664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3489663.250000 Penalty: 3080.483154
	Iteration 167Q: 3 clusters Score -3489663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -3489671.500000 Penalty: 3080.483154
	Iteration 168Q: 3 clusters Score -3489672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3489676.000000 Penalty: 3080.483154
	Iteration 169Q: 3 clusters Score -3489676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3489682.000000 Penalty: 3080.483154
	Iteration 170Q: 3 clusters Score -3489682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3489681.250000 Penalty: 3080.483154
	Iteration 171Q: 3 clusters Score -3489681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3489678.250000 Penalty: 3080.483154
	Iteration 172Q: 3 clusters Score -3489678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3489684.750000 Penalty: 3080.483154
	Iteration 173Q: 3 clusters Score -3489685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3489689.500000 Penalty: 3080.483154
	Iteration 174Q: 3 clusters Score -3489690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3489697.750000 Penalty: 3080.483154
	Iteration 175Q: 3 clusters Score -3489698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3489699.500000 Penalty: 3080.483154
	Iteration 176Q: 3 clusters Score -3489700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3489705.000000 Penalty: 3080.483154
	Iteration 177Q: 3 clusters Score -3489705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3489707.000000 Penalty: 3080.483154
	Iteration 178Q: 3 clusters Score -3489707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3489706.250000 Penalty: 3080.483154
	Iteration 179Q: 3 clusters Score -3489706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3489709.250000 Penalty: 3080.483154
	Iteration 180F: 3 clusters Score -3489709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (27045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Entering Unmasked Estep 
Score: -3166395.250000 Penalty: 1518.542358
	Iteration 0F: 2 clusters Score -3166395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3148806.000000 Penalty: 3037.084717
	Iteration 0F: 3 clusters Score -3148806 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3155186.500000 Penalty: 3037.084717
	Iteration 1F: 3 clusters Score -3155186 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3155575.500000 Penalty: 3037.084717
	Iteration 2Q: 3 clusters Score -3155576 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3155897.000000 Penalty: 3037.084717
	Iteration 3Q: 3 clusters Score -3155897 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3156206.000000 Penalty: 3037.084717
	Iteration 4Q: 3 clusters Score -3156206 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3156509.000000 Penalty: 3037.084717
	Iteration 5Q: 3 clusters Score -3156509 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3156851.500000 Penalty: 3037.084717
	Iteration 6Q: 3 clusters Score -3156852 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3157210.000000 Penalty: 3037.084717
	Iteration 7Q: 3 clusters Score -3157210 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3157651.000000 Penalty: 3037.084717
	Iteration 8Q: 3 clusters Score -3157651 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3158176.250000 Penalty: 3037.084717
	Iteration 9Q: 3 clusters Score -3158176 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3158860.750000 Penalty: 3037.084717
	Iteration 10Q: 3 clusters Score -3158861 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3159666.750000 Penalty: 3037.084717
	Iteration 11Q: 3 clusters Score -3159667 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3160511.750000 Penalty: 3037.084717
	Iteration 12Q: 3 clusters Score -3160512 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3161369.000000 Penalty: 3037.084717
	Iteration 13Q: 3 clusters Score -3161369 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3162214.500000 Penalty: 3037.084717
	Iteration 14Q: 3 clusters Score -3162214 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3162885.750000 Penalty: 3037.084717
	Iteration 15Q: 3 clusters Score -3162886 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3163475.250000 Penalty: 3037.084717
	Iteration 16Q: 3 clusters Score -3163475 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3163947.250000 Penalty: 3037.084717
	Iteration 17Q: 3 clusters Score -3163947 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3164286.250000 Penalty: 3037.084717
	Iteration 18Q: 3 clusters Score -3164286 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3164541.250000 Penalty: 3037.084717
	Iteration 19Q: 3 clusters Score -3164541 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3164771.250000 Penalty: 3037.084717
	Iteration 20F: 3 clusters Score -3164771 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3164884.250000 Penalty: 3037.084717
	Iteration 21Q: 3 clusters Score -3164884 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3164976.000000 Penalty: 3037.084717
	Iteration 22Q: 3 clusters Score -3164976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3165043.500000 Penalty: 3037.084717
	Iteration 23Q: 3 clusters Score -3165044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3165103.250000 Penalty: 3037.084717
	Iteration 24Q: 3 clusters Score -3165103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3165139.000000 Penalty: 3037.084717
	Iteration 25Q: 3 clusters Score -3165139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3165153.250000 Penalty: 3037.084717
	Iteration 26Q: 3 clusters Score -3165153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3165172.500000 Penalty: 3037.084717
	Iteration 27Q: 3 clusters Score -3165172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3165186.750000 Penalty: 3037.084717
	Iteration 28Q: 3 clusters Score -3165187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3165197.500000 Penalty: 3037.084717
	Iteration 29Q: 3 clusters Score -3165198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3165207.500000 Penalty: 3037.084717
	Iteration 30Q: 3 clusters Score -3165208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3165212.500000 Penalty: 3037.084717
	Iteration 31Q: 3 clusters Score -3165212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3165221.750000 Penalty: 3037.084717
	Iteration 32Q: 3 clusters Score -3165222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3165231.250000 Penalty: 3037.084717
	Iteration 33Q: 3 clusters Score -3165231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3165246.250000 Penalty: 3037.084717
	Iteration 34Q: 3 clusters Score -3165246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3165256.500000 Penalty: 3037.084717
	Iteration 35Q: 3 clusters Score -3165256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3165260.500000 Penalty: 3037.084717
	Iteration 36Q: 3 clusters Score -3165260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3165262.750000 Penalty: 3037.084717
	Iteration 37Q: 3 clusters Score -3165263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3165269.250000 Penalty: 3037.084717
	Iteration 38Q: 3 clusters Score -3165269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3165267.000000 Penalty: 3037.084717
	Iteration 39Q: 3 clusters Score -3165267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3165265.750000 Penalty: 3037.084717
	Iteration 40F: 3 clusters Score -3165266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3165273.750000 Penalty: 3037.084717
	Iteration 41Q: 3 clusters Score -3165274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3165270.750000 Penalty: 3037.084717
	Iteration 42Q: 3 clusters Score -3165271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3165273.000000 Penalty: 3037.084717
	Iteration 43Q: 3 clusters Score -3165273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3165273.000000 Penalty: 3037.084717
	Iteration 44F: 3 clusters Score -3165273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (67118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Entering Unmasked Estep 
Score: -7870170.500000 Penalty: 1653.794067
	Iteration 0F: 2 clusters Score -7870170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -7826368.000000 Penalty: 3307.588135
	Iteration 0F: 3 clusters Score -7826368 nChanged 31595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7844330.500000 Penalty: 3307.588135
	Iteration 1F: 3 clusters Score -7844330 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -7844954.000000 Penalty: 3307.588135
	Iteration 2Q: 3 clusters Score -7844954 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -7845445.500000 Penalty: 3307.588135
	Iteration 3Q: 3 clusters Score -7845446 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -7845986.500000 Penalty: 3307.588135
	Iteration 4Q: 3 clusters Score -7845986 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -7846668.500000 Penalty: 3307.588135
	Iteration 5Q: 3 clusters Score -7846668 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7847705.000000 Penalty: 3307.588135
	Iteration 6Q: 3 clusters Score -7847705 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -7849473.000000 Penalty: 3307.588135
	Iteration 7F: 3 clusters Score -7849473 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -7852556.500000 Penalty: 3307.588135
	Iteration 8F: 3 clusters Score -7852556 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -7857021.500000 Penalty: 3307.588135
	Iteration 9F: 3 clusters Score -7857022 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -7861981.500000 Penalty: 3307.588135
	Iteration 10F: 3 clusters Score -7861982 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7865649.000000 Penalty: 3307.588135
	Iteration 11F: 3 clusters Score -7865649 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7867553.000000 Penalty: 3307.588135
	Iteration 12Q: 3 clusters Score -7867553 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7868335.000000 Penalty: 3307.588135
	Iteration 13Q: 3 clusters Score -7868335 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7868616.500000 Penalty: 3307.588135
	Iteration 14Q: 3 clusters Score -7868616 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7868710.500000 Penalty: 3307.588135
	Iteration 15Q: 3 clusters Score -7868710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7868782.000000 Penalty: 3307.588135
	Iteration 16Q: 3 clusters Score -7868782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7868817.500000 Penalty: 3307.588135
	Iteration 17Q: 3 clusters Score -7868818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7868834.500000 Penalty: 3307.588135
	Iteration 18Q: 3 clusters Score -7868834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7868861.000000 Penalty: 3307.588135
	Iteration 19Q: 3 clusters Score -7868861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7868861.500000 Penalty: 3307.588135
	Iteration 20F: 3 clusters Score -7868862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7868865.000000 Penalty: 3307.588135
	Iteration 21Q: 3 clusters Score -7868865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7868873.000000 Penalty: 3307.588135
	Iteration 22Q: 3 clusters Score -7868873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7868877.000000 Penalty: 3307.588135
	Iteration 23Q: 3 clusters Score -7868877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7868883.000000 Penalty: 3307.588135
	Iteration 24Q: 3 clusters Score -7868883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7868893.500000 Penalty: 3307.588135
	Iteration 25Q: 3 clusters Score -7868894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7868895.000000 Penalty: 3307.588135
	Iteration 26Q: 3 clusters Score -7868895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7868895.000000 Penalty: 3307.588135
	Iteration 27F: 3 clusters Score -7868895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Entering Unmasked Estep 
Score: -453144.125000 Penalty: 1236.991821
	Iteration 0F: 2 clusters Score -453144.1 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 2049 members 
Entering Unmasked Estep 
Score: -449995.312500 Penalty: 2473.983643
	Iteration 0F: 3 clusters Score -449995.3 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -450852.562500 Penalty: 2473.983643
	Iteration 1F: 3 clusters Score -450852.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -451044.187500 Penalty: 2473.983643
	Iteration 2F: 3 clusters Score -451044.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -451148.656250 Penalty: 2473.983643
	Iteration 3Q: 3 clusters Score -451148.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -451220.781250 Penalty: 2473.983643
	Iteration 4Q: 3 clusters Score -451220.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -451284.968750 Penalty: 2473.983643
	Iteration 5Q: 3 clusters Score -451285 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -451346.687500 Penalty: 2473.983643
	Iteration 6Q: 3 clusters Score -451346.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -451407.781250 Penalty: 2473.983643
	Iteration 7Q: 3 clusters Score -451407.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -451463.687500 Penalty: 2473.983643
	Iteration 8Q: 3 clusters Score -451463.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -451509.093750 Penalty: 2473.983643
	Iteration 9Q: 3 clusters Score -451509.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -451552.312500 Penalty: 2473.983643
	Iteration 10Q: 3 clusters Score -451552.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -451593.156250 Penalty: 2473.983643
	Iteration 11Q: 3 clusters Score -451593.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -451626.562500 Penalty: 2473.983643
	Iteration 12Q: 3 clusters Score -451626.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -451652.031250 Penalty: 2473.983643
	Iteration 13Q: 3 clusters Score -451652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -451686.312500 Penalty: 2473.983643
	Iteration 14Q: 3 clusters Score -451686.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -451728.343750 Penalty: 2473.983643
	Iteration 15Q: 3 clusters Score -451728.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -451769.562500 Penalty: 2473.983643
	Iteration 16Q: 3 clusters Score -451769.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -451806.031250 Penalty: 2473.983643
	Iteration 17Q: 3 clusters Score -451806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -451835.250000 Penalty: 2473.983643
	Iteration 18Q: 3 clusters Score -451835.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -451861.687500 Penalty: 2473.983643
	Iteration 19Q: 3 clusters Score -451861.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -451884.781250 Penalty: 2473.983643
	Iteration 20F: 3 clusters Score -451884.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -451903.125000 Penalty: 2473.983643
	Iteration 21Q: 3 clusters Score -451903.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -451915.281250 Penalty: 2473.983643
	Iteration 22Q: 3 clusters Score -451915.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -451927.968750 Penalty: 2473.983643
	Iteration 23Q: 3 clusters Score -451928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -451942.312500 Penalty: 2473.983643
	Iteration 24Q: 3 clusters Score -451942.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -451956.125000 Penalty: 2473.983643
	Iteration 25Q: 3 clusters Score -451956.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -451976.781250 Penalty: 2473.983643
	Iteration 26Q: 3 clusters Score -451976.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -452000.937500 Penalty: 2473.983643
	Iteration 27Q: 3 clusters Score -452000.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -452027.250000 Penalty: 2473.983643
	Iteration 28Q: 3 clusters Score -452027.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -452059.531250 Penalty: 2473.983643
	Iteration 29Q: 3 clusters Score -452059.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -452107.593750 Penalty: 2473.983643
	Iteration 30Q: 3 clusters Score -452107.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -452141.343750 Penalty: 2473.983643
	Iteration 31Q: 3 clusters Score -452141.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -452181.843750 Penalty: 2473.983643
	Iteration 32Q: 3 clusters Score -452181.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -452222.406250 Penalty: 2473.983643
	Iteration 33Q: 3 clusters Score -452222.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -452254.875000 Penalty: 2473.983643
	Iteration 34Q: 3 clusters Score -452254.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -452275.375000 Penalty: 2473.983643
	Iteration 35Q: 3 clusters Score -452275.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -452286.375000 Penalty: 2473.983643
	Iteration 36Q: 3 clusters Score -452286.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -452294.406250 Penalty: 2473.983643
	Iteration 37Q: 3 clusters Score -452294.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -452299.031250 Penalty: 2473.983643
	Iteration 38Q: 3 clusters Score -452299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -452302.000000 Penalty: 2473.983643
	Iteration 39Q: 3 clusters Score -452302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -452305.531250 Penalty: 2473.983643
	Iteration 40F: 3 clusters Score -452305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -452308.718750 Penalty: 2473.983643
	Iteration 41Q: 3 clusters Score -452308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -452312.093750 Penalty: 2473.983643
	Iteration 42Q: 3 clusters Score -452312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -452314.062500 Penalty: 2473.983643
	Iteration 43Q: 3 clusters Score -452314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -452315.531250 Penalty: 2473.983643
	Iteration 44Q: 3 clusters Score -452315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -452319.062500 Penalty: 2473.983643
	Iteration 45Q: 3 clusters Score -452319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -452322.250000 Penalty: 2473.983643
	Iteration 46Q: 3 clusters Score -452322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -452326.625000 Penalty: 2473.983643
	Iteration 47Q: 3 clusters Score -452326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -452332.625000 Penalty: 2473.983643
	Iteration 48Q: 3 clusters Score -452332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -452337.531250 Penalty: 2473.983643
	Iteration 49Q: 3 clusters Score -452337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -452339.156250 Penalty: 2473.983643
	Iteration 50Q: 3 clusters Score -452339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -452340.656250 Penalty: 2473.983643
	Iteration 51Q: 3 clusters Score -452340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -452341.125000 Penalty: 2473.983643
	Iteration 52Q: 3 clusters Score -452341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -452341.968750 Penalty: 2473.983643
	Iteration 53Q: 3 clusters Score -452342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -452341.875000 Penalty: 2473.983643
	Iteration 54Q: 3 clusters Score -452341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -452343.656250 Penalty: 2473.983643
	Iteration 55Q: 3 clusters Score -452343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -452345.875000 Penalty: 2473.983643
	Iteration 56Q: 3 clusters Score -452345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -452347.093750 Penalty: 2473.983643
	Iteration 57Q: 3 clusters Score -452347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -452348.156250 Penalty: 2473.983643
	Iteration 58Q: 3 clusters Score -452348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -452349.343750 Penalty: 2473.983643
	Iteration 59Q: 3 clusters Score -452349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -452350.593750 Penalty: 2473.983643
	Iteration 60F: 3 clusters Score -452350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Entering Unmasked Estep 
Score: -927702.812500 Penalty: 1335.366699
	Iteration 0F: 2 clusters Score -927702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -922177.625000 Penalty: 2670.733398
	Iteration 0F: 3 clusters Score -922177.6 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -923913.750000 Penalty: 2670.733398
	Iteration 1F: 3 clusters Score -923913.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -924211.937500 Penalty: 2670.733398
	Iteration 2F: 3 clusters Score -924211.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -924442.312500 Penalty: 2670.733398
	Iteration 3F: 3 clusters Score -924442.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -924641.250000 Penalty: 2670.733398
	Iteration 4Q: 3 clusters Score -924641.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -924857.437500 Penalty: 2670.733398
	Iteration 5Q: 3 clusters Score -924857.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -925125.687500 Penalty: 2670.733398
	Iteration 6Q: 3 clusters Score -925125.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -925416.125000 Penalty: 2670.733398
	Iteration 7Q: 3 clusters Score -925416.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -925767.687500 Penalty: 2670.733398
	Iteration 8Q: 3 clusters Score -925767.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -926123.625000 Penalty: 2670.733398
	Iteration 9Q: 3 clusters Score -926123.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -926360.062500 Penalty: 2670.733398
	Iteration 10Q: 3 clusters Score -926360.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -926523.687500 Penalty: 2670.733398
	Iteration 11Q: 3 clusters Score -926523.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -926630.250000 Penalty: 2670.733398
	Iteration 12Q: 3 clusters Score -926630.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -926708.437500 Penalty: 2670.733398
	Iteration 13Q: 3 clusters Score -926708.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -926756.437500 Penalty: 2670.733398
	Iteration 14Q: 3 clusters Score -926756.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -926785.875000 Penalty: 2670.733398
	Iteration 15Q: 3 clusters Score -926785.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -926807.875000 Penalty: 2670.733398
	Iteration 16Q: 3 clusters Score -926807.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -926820.875000 Penalty: 2670.733398
	Iteration 17Q: 3 clusters Score -926820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -926831.687500 Penalty: 2670.733398
	Iteration 18Q: 3 clusters Score -926831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -926842.187500 Penalty: 2670.733398
	Iteration 19Q: 3 clusters Score -926842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -926847.937500 Penalty: 2670.733398
	Iteration 20F: 3 clusters Score -926847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -926856.062500 Penalty: 2670.733398
	Iteration 21Q: 3 clusters Score -926856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -926860.750000 Penalty: 2670.733398
	Iteration 22Q: 3 clusters Score -926860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -926860.687500 Penalty: 2670.733398
	Iteration 23Q: 3 clusters Score -926860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -926860.687500 Penalty: 2670.733398
	Iteration 24F: 3 clusters Score -926860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -47300.242188 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47300.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46397.843750 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46397.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46625.074219 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46625.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46653.714844 Penalty: 1872.371094
	Iteration 2Q: 3 clusters Score -46653.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46669.710938 Penalty: 1872.371094
	Iteration 3Q: 3 clusters Score -46669.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46677.726562 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -46677.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46688.648438 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -46688.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46706.316406 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -46706.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46727.191406 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -46727.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46762.742188 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -46762.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46822.910156 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -46822.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46955.093750 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -46955.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47031.976562 Penalty: 1872.371094
	Iteration 11Q: 3 clusters Score -47031.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47039.796875 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47041.113281 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47041.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47041.113281 Penalty: 1872.371094
	Iteration 14F: 3 clusters Score -47041.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Entering Unmasked Estep 
Score: -1912997.375000 Penalty: 1441.149658
	Iteration 0F: 2 clusters Score -1912997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1902395.375000 Penalty: 2882.299316
	Iteration 0F: 3 clusters Score -1902395 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1906163.000000 Penalty: 2882.299316
	Iteration 1F: 3 clusters Score -1906163 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1906528.875000 Penalty: 2882.299316
	Iteration 2F: 3 clusters Score -1906529 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1906856.125000 Penalty: 2882.299316
	Iteration 3Q: 3 clusters Score -1906856 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1907224.125000 Penalty: 2882.299316
	Iteration 4Q: 3 clusters Score -1907224 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1907660.750000 Penalty: 2882.299316
	Iteration 5F: 3 clusters Score -1907661 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1908181.500000 Penalty: 2882.299316
	Iteration 6F: 3 clusters Score -1908182 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1908737.250000 Penalty: 2882.299316
	Iteration 7F: 3 clusters Score -1908737 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1909306.250000 Penalty: 2882.299316
	Iteration 8F: 3 clusters Score -1909306 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1909863.625000 Penalty: 2882.299316
	Iteration 9Q: 3 clusters Score -1909864 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1910363.500000 Penalty: 2882.299316
	Iteration 10Q: 3 clusters Score -1910364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1910702.875000 Penalty: 2882.299316
	Iteration 11Q: 3 clusters Score -1910703 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1910972.375000 Penalty: 2882.299316
	Iteration 12Q: 3 clusters Score -1910972 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1911203.125000 Penalty: 2882.299316
	Iteration 13Q: 3 clusters Score -1911203 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1911376.250000 Penalty: 2882.299316
	Iteration 14Q: 3 clusters Score -1911376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1911484.500000 Penalty: 2882.299316
	Iteration 15Q: 3 clusters Score -1911484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1911565.750000 Penalty: 2882.299316
	Iteration 16Q: 3 clusters Score -1911566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1911631.250000 Penalty: 2882.299316
	Iteration 17Q: 3 clusters Score -1911631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1911676.250000 Penalty: 2882.299316
	Iteration 18Q: 3 clusters Score -1911676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1911704.375000 Penalty: 2882.299316
	Iteration 19Q: 3 clusters Score -1911704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1911721.000000 Penalty: 2882.299316
	Iteration 20F: 3 clusters Score -1911721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1911735.750000 Penalty: 2882.299316
	Iteration 21Q: 3 clusters Score -1911736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1911751.750000 Penalty: 2882.299316
	Iteration 22Q: 3 clusters Score -1911752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1911761.375000 Penalty: 2882.299316
	Iteration 23Q: 3 clusters Score -1911761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1911769.125000 Penalty: 2882.299316
	Iteration 24Q: 3 clusters Score -1911769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1911777.625000 Penalty: 2882.299316
	Iteration 25Q: 3 clusters Score -1911778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1911787.875000 Penalty: 2882.299316
	Iteration 26Q: 3 clusters Score -1911788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1911799.375000 Penalty: 2882.299316
	Iteration 27Q: 3 clusters Score -1911799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1911804.875000 Penalty: 2882.299316
	Iteration 28Q: 3 clusters Score -1911805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1911812.125000 Penalty: 2882.299316
	Iteration 29Q: 3 clusters Score -1911812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1911816.125000 Penalty: 2882.299316
	Iteration 30Q: 3 clusters Score -1911816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1911814.000000 Penalty: 2882.299316
	Iteration 31Q: 3 clusters Score -1911814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1911820.125000 Penalty: 2882.299316
	Iteration 32Q: 3 clusters Score -1911820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1911829.375000 Penalty: 2882.299316
	Iteration 33Q: 3 clusters Score -1911829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1911829.250000 Penalty: 2882.299316
	Iteration 34Q: 3 clusters Score -1911829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1911831.750000 Penalty: 2882.299316
	Iteration 35Q: 3 clusters Score -1911832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1911835.375000 Penalty: 2882.299316
	Iteration 36Q: 3 clusters Score -1911835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1911836.125000 Penalty: 2882.299316
	Iteration 37Q: 3 clusters Score -1911836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1911842.500000 Penalty: 2882.299316
	Iteration 38Q: 3 clusters Score -1911842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1911855.000000 Penalty: 2882.299316
	Iteration 39Q: 3 clusters Score -1911855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1911858.500000 Penalty: 2882.299316
	Iteration 40F: 3 clusters Score -1911858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1911859.375000 Penalty: 2882.299316
	Iteration 41Q: 3 clusters Score -1911859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1911863.125000 Penalty: 2882.299316
	Iteration 42Q: 3 clusters Score -1911863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1911858.750000 Penalty: 2882.299316
	Iteration 43Q: 3 clusters Score -1911859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1911858.750000 Penalty: 2882.299316
	Iteration 44F: 3 clusters Score -1911859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -18506.728516 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -18506.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17850.195312 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -17850.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17948.011719 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -17948.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17959.898438 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -17959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17978.304688 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -17978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17996.626953 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -17996.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17996.626953 Penalty: 1614.465210
	Iteration 5F: 3 clusters Score -17996.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -398857.343750 Penalty: 1212.703735
	Iteration 0F: 2 clusters Score -398857.3 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 1711 members 
Entering Unmasked Estep 
Score: -396090.250000 Penalty: 2425.407471
	Iteration 0F: 3 clusters Score -396090.2 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -396866.093750 Penalty: 2425.407471
	Iteration 1F: 3 clusters Score -396866.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -397011.625000 Penalty: 2425.407471
	Iteration 2F: 3 clusters Score -397011.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -397096.750000 Penalty: 2425.407471
	Iteration 3Q: 3 clusters Score -397096.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -397162.156250 Penalty: 2425.407471
	Iteration 4Q: 3 clusters Score -397162.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -397202.156250 Penalty: 2425.407471
	Iteration 5Q: 3 clusters Score -397202.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -397231.000000 Penalty: 2425.407471
	Iteration 6Q: 3 clusters Score -397231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -397255.906250 Penalty: 2425.407471
	Iteration 7Q: 3 clusters Score -397255.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -397274.375000 Penalty: 2425.407471
	Iteration 8Q: 3 clusters Score -397274.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397290.343750 Penalty: 2425.407471
	Iteration 9Q: 3 clusters Score -397290.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -397302.968750 Penalty: 2425.407471
	Iteration 10Q: 3 clusters Score -397303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -397314.656250 Penalty: 2425.407471
	Iteration 11Q: 3 clusters Score -397314.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397322.906250 Penalty: 2425.407471
	Iteration 12Q: 3 clusters Score -397322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -397330.062500 Penalty: 2425.407471
	Iteration 13Q: 3 clusters Score -397330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -397333.562500 Penalty: 2425.407471
	Iteration 14Q: 3 clusters Score -397333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -397338.593750 Penalty: 2425.407471
	Iteration 15Q: 3 clusters Score -397338.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -397342.156250 Penalty: 2425.407471
	Iteration 16Q: 3 clusters Score -397342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -397345.156250 Penalty: 2425.407471
	Iteration 17Q: 3 clusters Score -397345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -397346.312500 Penalty: 2425.407471
	Iteration 18Q: 3 clusters Score -397346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -397347.062500 Penalty: 2425.407471
	Iteration 19Q: 3 clusters Score -397347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -397347.156250 Penalty: 2425.407471
	Iteration 20F: 3 clusters Score -397347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397347.562500 Penalty: 2425.407471
	Iteration 21Q: 3 clusters Score -397347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -397348.500000 Penalty: 2425.407471
	Iteration 22Q: 3 clusters Score -397348.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -397348.500000 Penalty: 2425.407471
	Iteration 23F: 3 clusters Score -397348.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -255824.984375 Penalty: 1149.791748
	Iteration 0F: 2 clusters Score -255825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -253802.062500 Penalty: 2299.583496
	Iteration 0F: 3 clusters Score -253802.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -254310.781250 Penalty: 2299.583496
	Iteration 1F: 3 clusters Score -254310.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254428.625000 Penalty: 2299.583496
	Iteration 2F: 3 clusters Score -254428.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -254489.093750 Penalty: 2299.583496
	Iteration 3Q: 3 clusters Score -254489.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -254530.625000 Penalty: 2299.583496
	Iteration 4Q: 3 clusters Score -254530.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -254550.812500 Penalty: 2299.583496
	Iteration 5Q: 3 clusters Score -254550.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254563.078125 Penalty: 2299.583496
	Iteration 6Q: 3 clusters Score -254563.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -254569.984375 Penalty: 2299.583496
	Iteration 7Q: 3 clusters Score -254570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254576.734375 Penalty: 2299.583496
	Iteration 8Q: 3 clusters Score -254576.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -254581.984375 Penalty: 2299.583496
	Iteration 9Q: 3 clusters Score -254582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -254586.593750 Penalty: 2299.583496
	Iteration 10Q: 3 clusters Score -254586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -254591.703125 Penalty: 2299.583496
	Iteration 11Q: 3 clusters Score -254591.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254596.000000 Penalty: 2299.583496
	Iteration 12Q: 3 clusters Score -254596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254599.843750 Penalty: 2299.583496
	Iteration 13Q: 3 clusters Score -254599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254603.359375 Penalty: 2299.583496
	Iteration 14Q: 3 clusters Score -254603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -254606.781250 Penalty: 2299.583496
	Iteration 15Q: 3 clusters Score -254606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -254608.265625 Penalty: 2299.583496
	Iteration 16Q: 3 clusters Score -254608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254609.265625 Penalty: 2299.583496
	Iteration 17Q: 3 clusters Score -254609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254610.671875 Penalty: 2299.583496
	Iteration 18Q: 3 clusters Score -254610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -254610.640625 Penalty: 2299.583496
	Iteration 19Q: 3 clusters Score -254610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254612.328125 Penalty: 2299.583496
	Iteration 20F: 3 clusters Score -254612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254615.515625 Penalty: 2299.583496
	Iteration 21Q: 3 clusters Score -254615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -254618.031250 Penalty: 2299.583496
	Iteration 22Q: 3 clusters Score -254618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -254620.796875 Penalty: 2299.583496
	Iteration 23Q: 3 clusters Score -254620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -254620.796875 Penalty: 2299.583496
	Iteration 24F: 3 clusters Score -254620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -265191.625000 Penalty: 1161.151123
	Iteration 0F: 2 clusters Score -265191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -263053.250000 Penalty: 2322.302246
	Iteration 0F: 3 clusters Score -263053.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -263588.718750 Penalty: 2322.302246
	Iteration 1F: 3 clusters Score -263588.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -263723.281250 Penalty: 2322.302246
	Iteration 2F: 3 clusters Score -263723.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -263796.500000 Penalty: 2322.302246
	Iteration 3Q: 3 clusters Score -263796.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -263848.593750 Penalty: 2322.302246
	Iteration 4Q: 3 clusters Score -263848.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263888.875000 Penalty: 2322.302246
	Iteration 5Q: 3 clusters Score -263888.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263922.062500 Penalty: 2322.302246
	Iteration 6Q: 3 clusters Score -263922.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263939.937500 Penalty: 2322.302246
	Iteration 7Q: 3 clusters Score -263939.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -263957.937500 Penalty: 2322.302246
	Iteration 8Q: 3 clusters Score -263957.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263980.750000 Penalty: 2322.302246
	Iteration 9Q: 3 clusters Score -263980.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -264000.812500 Penalty: 2322.302246
	Iteration 10Q: 3 clusters Score -264000.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264018.187500 Penalty: 2322.302246
	Iteration 11Q: 3 clusters Score -264018.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -264030.187500 Penalty: 2322.302246
	Iteration 12Q: 3 clusters Score -264030.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264049.125000 Penalty: 2322.302246
	Iteration 13Q: 3 clusters Score -264049.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -264079.218750 Penalty: 2322.302246
	Iteration 14Q: 3 clusters Score -264079.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264105.281250 Penalty: 2322.302246
	Iteration 15Q: 3 clusters Score -264105.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264121.500000 Penalty: 2322.302246
	Iteration 16Q: 3 clusters Score -264121.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -264131.781250 Penalty: 2322.302246
	Iteration 17Q: 3 clusters Score -264131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264139.562500 Penalty: 2322.302246
	Iteration 18Q: 3 clusters Score -264139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -264149.312500 Penalty: 2322.302246
	Iteration 19Q: 3 clusters Score -264149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -264157.312500 Penalty: 2322.302246
	Iteration 20F: 3 clusters Score -264157.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -264165.218750 Penalty: 2322.302246
	Iteration 21Q: 3 clusters Score -264165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -264170.875000 Penalty: 2322.302246
	Iteration 22Q: 3 clusters Score -264170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264174.593750 Penalty: 2322.302246
	Iteration 23Q: 3 clusters Score -264174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264177.156250 Penalty: 2322.302246
	Iteration 24Q: 3 clusters Score -264177.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264182.812500 Penalty: 2322.302246
	Iteration 25Q: 3 clusters Score -264182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -264189.156250 Penalty: 2322.302246
	Iteration 26Q: 3 clusters Score -264189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264194.750000 Penalty: 2322.302246
	Iteration 27Q: 3 clusters Score -264194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264198.968750 Penalty: 2322.302246
	Iteration 28Q: 3 clusters Score -264199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264201.281250 Penalty: 2322.302246
	Iteration 29Q: 3 clusters Score -264201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264202.156250 Penalty: 2322.302246
	Iteration 30Q: 3 clusters Score -264202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -264203.031250 Penalty: 2322.302246
	Iteration 31Q: 3 clusters Score -264203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -264203.031250 Penalty: 2322.302246
	Iteration 32F: 3 clusters Score -264203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -190407.609375 Penalty: 1102.389404
	Iteration 0F: 2 clusters Score -190407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188725.906250 Penalty: 2204.778809
	Iteration 0F: 3 clusters Score -188725.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -189087.125000 Penalty: 2204.778809
	Iteration 1F: 3 clusters Score -189087.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -189202.234375 Penalty: 2204.778809
	Iteration 2F: 3 clusters Score -189202.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -189275.562500 Penalty: 2204.778809
	Iteration 3Q: 3 clusters Score -189275.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -189322.468750 Penalty: 2204.778809
	Iteration 4Q: 3 clusters Score -189322.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -189353.421875 Penalty: 2204.778809
	Iteration 5Q: 3 clusters Score -189353.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -189373.265625 Penalty: 2204.778809
	Iteration 6Q: 3 clusters Score -189373.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189383.640625 Penalty: 2204.778809
	Iteration 7Q: 3 clusters Score -189383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189390.531250 Penalty: 2204.778809
	Iteration 8Q: 3 clusters Score -189390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -189393.656250 Penalty: 2204.778809
	Iteration 9Q: 3 clusters Score -189393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -189399.921875 Penalty: 2204.778809
	Iteration 10Q: 3 clusters Score -189399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -189407.203125 Penalty: 2204.778809
	Iteration 11Q: 3 clusters Score -189407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189413.656250 Penalty: 2204.778809
	Iteration 12Q: 3 clusters Score -189413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189420.765625 Penalty: 2204.778809
	Iteration 13Q: 3 clusters Score -189420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189425.625000 Penalty: 2204.778809
	Iteration 14Q: 3 clusters Score -189425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189431.406250 Penalty: 2204.778809
	Iteration 15Q: 3 clusters Score -189431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189432.109375 Penalty: 2204.778809
	Iteration 16Q: 3 clusters Score -189432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -189433.828125 Penalty: 2204.778809
	Iteration 17Q: 3 clusters Score -189433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189434.140625 Penalty: 2204.778809
	Iteration 18Q: 3 clusters Score -189434.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189434.140625 Penalty: 2204.778809
	Iteration 19F: 3 clusters Score -189434.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (86002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Entering Unmasked Estep 
Score: -9971086.000000 Penalty: 1690.684326
	Iteration 0F: 2 clusters Score -9971086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -9915612.000000 Penalty: 3381.368652
	Iteration 0F: 3 clusters Score -9915612 nChanged 40365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -9938757.000000 Penalty: 3381.368652
	Iteration 1F: 3 clusters Score -9938757 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -9939591.000000 Penalty: 3381.368652
	Iteration 2Q: 3 clusters Score -9939591 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -9940466.000000 Penalty: 3381.368652
	Iteration 3Q: 3 clusters Score -9940466 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -9941597.000000 Penalty: 3381.368652
	Iteration 4Q: 3 clusters Score -9941597 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -9942913.000000 Penalty: 3381.368652
	Iteration 5Q: 3 clusters Score -9942913 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -9944569.000000 Penalty: 3381.368652
	Iteration 6Q: 3 clusters Score -9944569 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -9946548.000000 Penalty: 3381.368652
	Iteration 7Q: 3 clusters Score -9946548 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9948527.000000 Penalty: 3381.368652
	Iteration 8F: 3 clusters Score -9948527 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -9950465.000000 Penalty: 3381.368652
	Iteration 9F: 3 clusters Score -9950465 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -9951953.000000 Penalty: 3381.368652
	Iteration 10Q: 3 clusters Score -9951953 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -9953005.000000 Penalty: 3381.368652
	Iteration 11Q: 3 clusters Score -9953005 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9953859.000000 Penalty: 3381.368652
	Iteration 12Q: 3 clusters Score -9953859 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -9954559.000000 Penalty: 3381.368652
	Iteration 13Q: 3 clusters Score -9954559 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -9955151.000000 Penalty: 3381.368652
	Iteration 14Q: 3 clusters Score -9955151 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -9955751.000000 Penalty: 3381.368652
	Iteration 15Q: 3 clusters Score -9955751 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -9956466.000000 Penalty: 3381.368652
	Iteration 16Q: 3 clusters Score -9956466 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -9957374.000000 Penalty: 3381.368652
	Iteration 17Q: 3 clusters Score -9957374 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -9958560.000000 Penalty: 3381.368652
	Iteration 18Q: 3 clusters Score -9958560 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -9959983.000000 Penalty: 3381.368652
	Iteration 19Q: 3 clusters Score -9959983 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -9961538.000000 Penalty: 3381.368652
	Iteration 20F: 3 clusters Score -9961538 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -9963388.000000 Penalty: 3381.368652
	Iteration 21Q: 3 clusters Score -9963388 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -9965132.000000 Penalty: 3381.368652
	Iteration 22Q: 3 clusters Score -9965132 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -9966506.000000 Penalty: 3381.368652
	Iteration 23Q: 3 clusters Score -9966506 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -9967676.000000 Penalty: 3381.368652
	Iteration 24Q: 3 clusters Score -9967676 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -9968506.000000 Penalty: 3381.368652
	Iteration 25Q: 3 clusters Score -9968506 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -9969109.000000 Penalty: 3381.368652
	Iteration 26Q: 3 clusters Score -9969109 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -9969444.000000 Penalty: 3381.368652
	Iteration 27Q: 3 clusters Score -9969444 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -9969624.000000 Penalty: 3381.368652
	Iteration 28Q: 3 clusters Score -9969624 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -9969750.000000 Penalty: 3381.368652
	Iteration 29Q: 3 clusters Score -9969750 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -9969850.000000 Penalty: 3381.368652
	Iteration 30Q: 3 clusters Score -9969850 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -9969912.000000 Penalty: 3381.368652
	Iteration 31Q: 3 clusters Score -9969912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -9969961.000000 Penalty: 3381.368652
	Iteration 32Q: 3 clusters Score -9969961 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -9969973.000000 Penalty: 3381.368652
	Iteration 33Q: 3 clusters Score -9969973 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -9970006.000000 Penalty: 3381.368652
	Iteration 34Q: 3 clusters Score -9970006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -9970036.000000 Penalty: 3381.368652
	Iteration 35Q: 3 clusters Score -9970036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -9970034.000000 Penalty: 3381.368652
	Iteration 36Q: 3 clusters Score -9970034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -9970053.000000 Penalty: 3381.368652
	Iteration 37Q: 3 clusters Score -9970053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -9970082.000000 Penalty: 3381.368652
	Iteration 38Q: 3 clusters Score -9970082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -9970090.000000 Penalty: 3381.368652
	Iteration 39Q: 3 clusters Score -9970090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -9970101.000000 Penalty: 3381.368652
	Iteration 40F: 3 clusters Score -9970101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -9970122.000000 Penalty: 3381.368652
	Iteration 41Q: 3 clusters Score -9970122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -9970118.000000 Penalty: 3381.368652
	Iteration 42Q: 3 clusters Score -9970118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -9970119.000000 Penalty: 3381.368652
	Iteration 43Q: 3 clusters Score -9970119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -9970109.000000 Penalty: 3381.368652
	Iteration 44Q: 3 clusters Score -9970109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -9970118.000000 Penalty: 3381.368652
	Iteration 45Q: 3 clusters Score -9970118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -9970137.000000 Penalty: 3381.368652
	Iteration 46Q: 3 clusters Score -9970137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -9970132.000000 Penalty: 3381.368652
	Iteration 47Q: 3 clusters Score -9970132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -9970147.000000 Penalty: 3381.368652
	Iteration 48Q: 3 clusters Score -9970147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -9970147.000000 Penalty: 3381.368652
	Iteration 49Q: 3 clusters Score -9970147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -9970149.000000 Penalty: 3381.368652
	Iteration 50Q: 3 clusters Score -9970149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -9970139.000000 Penalty: 3381.368652
	Iteration 51Q: 3 clusters Score -9970139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -9970145.000000 Penalty: 3381.368652
	Iteration 52Q: 3 clusters Score -9970145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -9970143.000000 Penalty: 3381.368652
	Iteration 53Q: 3 clusters Score -9970143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -9970149.000000 Penalty: 3381.368652
	Iteration 54Q: 3 clusters Score -9970149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -9970138.000000 Penalty: 3381.368652
	Iteration 55Q: 3 clusters Score -9970138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -9970135.000000 Penalty: 3381.368652
	Iteration 56Q: 3 clusters Score -9970135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -9970130.000000 Penalty: 3381.368652
	Iteration 57Q: 3 clusters Score -9970130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -9970127.000000 Penalty: 3381.368652
	Iteration 58Q: 3 clusters Score -9970127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -9970130.000000 Penalty: 3381.368652
	Iteration 59Q: 3 clusters Score -9970130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -9970141.000000 Penalty: 3381.368652
	Iteration 60F: 3 clusters Score -9970141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -9970139.000000 Penalty: 3381.368652
	Iteration 61Q: 3 clusters Score -9970139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -9970139.000000 Penalty: 3381.368652
	Iteration 62F: 3 clusters Score -9970139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -8397.078125 Penalty: 692.509277
	Iteration 0F: 2 clusters Score -8397.078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8014.936035 Penalty: 1385.018555
	Iteration 0F: 3 clusters Score -8014.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8040.406250 Penalty: 1385.018555
	Iteration 1Q: 3 clusters Score -8040.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8040.406250 Penalty: 1385.018555
	Iteration 2F: 3 clusters Score -8040.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -17452.943359 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -17452.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16910.498047 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -16910.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16973.810547 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -16973.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16988.498047 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -16988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16994.802734 Penalty: 1563.076660
	Iteration 3Q: 3 clusters Score -16994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17002.384766 Penalty: 1563.076660
	Iteration 4Q: 3 clusters Score -17002.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17002.384766 Penalty: 1563.076660
	Iteration 5F: 3 clusters Score -17002.38 nChanged 0
--- Evaluating fit on full set of 2007584 points ---
Entering Unmasked Estep 
Score: -221792736.000000 Penalty: 142523.812500
23->67 Clusters: Score -221792736.000000, best is -222028976.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1003792 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 43781 members 
Mstep: Class 3 contains 43500 members 
Mstep: Class 4 contains 43957 members 
Mstep: Class 5 contains 43694 members 
Mstep: Class 6 contains 43255 members 
Mstep: Class 7 contains 43401 members 
Mstep: Class 8 contains 43831 members 
Mstep: Class 9 contains 43587 members 
Mstep: Class 10 contains 43857 members 
Mstep: Class 11 contains 43421 members 
Mstep: Class 12 contains 43475 members 
Mstep: Class 13 contains 43888 members 
Mstep: Class 14 contains 43441 members 
Mstep: Class 15 contains 43848 members 
Mstep: Class 16 contains 43595 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 43646 members 
Mstep: Class 19 contains 43784 members 
Mstep: Class 20 contains 43493 members 
Mstep: Class 21 contains 43579 members 
Mstep: Class 22 contains 43933 members 
Mstep: Class 23 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 13.739883 but Gain 2056.308594
Score: -99633432.000000 Penalty: 45238.843750
Iteration 0F: 23 clusters Score -9.963343e+07 nChanged 957824
Entering Unmasked Mstep 
Mstep: Class 0 contains 2728 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 28927 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 166191 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 29202 members 
Mstep: Class 12 contains 47162 members 
Mstep: Class 13 contains 18688 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 3365 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 10876 members 
Mstep: Class 22 contains 646560 members 
Mstep: Class 23 contains 17754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 226.296265 but Gain 2056.308594
Score: -107212632.000000 Penalty: 43182.535156
Iteration 1F: 22 clusters Score -1.072126e+08 nChanged 384163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2613 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5623 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 23617 members 
Mstep: Class 7 contains 4921 members 
Mstep: Class 8 contains 950 members 
Mstep: Class 9 contains 323231 members 
Mstep: Class 10 contains 6033 members 
Mstep: Class 11 contains 27547 members 
Mstep: Class 12 contains 53573 members 
Mstep: Class 13 contains 28751 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 12945 members 
Mstep: Class 17 contains 482 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 21 contains 27628 members 
Mstep: Class 22 contains 432569 members 
Mstep: Class 23 contains 32692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 881.800415 but Gain 2056.312500
Score: -108443616.000000 Penalty: 41126.222656
Iteration 2F: 21 clusters Score -1.084436e+08 nChanged 238936
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8727 members 
Mstep: Class 4 contains 263 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 19078 members 
Mstep: Class 7 contains 4815 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 337982 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 39882 members 
Mstep: Class 12 contains 60824 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 23273 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 21 contains 52883 members 
Mstep: Class 22 contains 353664 members 
Mstep: Class 23 contains 36196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1539.085693 but Gain 2056.308594
Score: -109132104.000000 Penalty: 39069.914062
Iteration 3F: 20 clusters Score -1.091321e+08 nChanged 183873
Entering Unmasked Mstep 
Mstep: Class 0 contains 2461 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 16561 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 293500 members 
Mstep: Class 10 contains 5252 members 
Mstep: Class 11 contains 47345 members 
Mstep: Class 12 contains 69578 members 
Mstep: Class 13 contains 35659 members 
Mstep: Class 15 contains 17139 members 
Mstep: Class 16 contains 28446 members 
Mstep: Class 17 contains 520 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 21 contains 76823 members 
Mstep: Class 22 contains 350492 members 
Mstep: Class 23 contains 35774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109423408.000000 Penalty: 39069.914062
Iteration 4F: 20 clusters Score -1.094234e+08 nChanged 117298
Entering Unmasked Mstep 
Mstep: Class 0 contains 2140 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 14841 members 
Mstep: Class 4 contains 312 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 19419 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 274063 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 47362 members 
Mstep: Class 12 contains 75923 members 
Mstep: Class 13 contains 33942 members 
Mstep: Class 15 contains 18638 members 
Mstep: Class 16 contains 31490 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 21 contains 99961 members 
Mstep: Class 22 contains 330552 members 
Mstep: Class 23 contains 34890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109617216.000000 Penalty: 39069.914062
Iteration 5F: 20 clusters Score -1.096172e+08 nChanged 98921
Entering Unmasked Mstep 
Mstep: Class 0 contains 1505 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18775 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 27964 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 262448 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 44559 members 
Mstep: Class 12 contains 78118 members 
Mstep: Class 13 contains 31731 members 
Mstep: Class 15 contains 20329 members 
Mstep: Class 16 contains 33405 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 21 contains 125221 members 
Mstep: Class 22 contains 302711 members 
Mstep: Class 23 contains 33628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109800624.000000 Penalty: 39069.914062
Iteration 6F: 20 clusters Score -1.098006e+08 nChanged 86237
Entering Unmasked Mstep 
Mstep: Class 0 contains 862 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22392 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 40890 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 334 members 
Mstep: Class 9 contains 246935 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 41143 members 
Mstep: Class 12 contains 77851 members 
Mstep: Class 13 contains 30433 members 
Mstep: Class 15 contains 22049 members 
Mstep: Class 16 contains 34442 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 21 contains 151971 members 
Mstep: Class 22 contains 275796 members 
Mstep: Class 23 contains 32274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109932464.000000 Penalty: 39069.914062
Iteration 7F: 20 clusters Score -1.099325e+08 nChanged 75999
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 25340 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 55927 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 348 members 
Mstep: Class 9 contains 229807 members 
Mstep: Class 10 contains 9043 members 
Mstep: Class 11 contains 38247 members 
Mstep: Class 12 contains 76325 members 
Mstep: Class 13 contains 30270 members 
Mstep: Class 15 contains 23624 members 
Mstep: Class 16 contains 34693 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 21 contains 176632 members 
Mstep: Class 22 contains 251011 members 
Mstep: Class 23 contains 31083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110057112.000000 Penalty: 39069.914062
Iteration 8F: 20 clusters Score -1.100571e+08 nChanged 68553
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 27607 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 10178 members 
Mstep: Class 6 contains 72173 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 213803 members 
Mstep: Class 10 contains 9702 members 
Mstep: Class 11 contains 36083 members 
Mstep: Class 12 contains 74045 members 
Mstep: Class 13 contains 30755 members 
Mstep: Class 15 contains 25074 members 
Mstep: Class 16 contains 34508 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 19 contains 4497 members 
Mstep: Class 21 contains 197402 members 
Mstep: Class 22 contains 228074 members 
Mstep: Class 23 contains 30138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166968.000000 Penalty: 39069.914062
Iteration 9F: 20 clusters Score -1.10167e+08 nChanged 61018
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 29376 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 10782 members 
Mstep: Class 6 contains 88964 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 200220 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 34542 members 
Mstep: Class 12 contains 71550 members 
Mstep: Class 13 contains 31645 members 
Mstep: Class 15 contains 26442 members 
Mstep: Class 16 contains 33948 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 21 contains 212725 members 
Mstep: Class 22 contains 207265 members 
Mstep: Class 23 contains 29312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110247504.000000 Penalty: 39069.914062
Iteration 10F: 20 clusters Score -1.102475e+08 nChanged 53591
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 30723 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 105552 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 189597 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 33436 members 
Mstep: Class 12 contains 69482 members 
Mstep: Class 13 contains 32873 members 
Mstep: Class 15 contains 28067 members 
Mstep: Class 16 contains 33345 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 21 contains 221063 members 
Mstep: Class 22 contains 189010 members 
Mstep: Class 23 contains 28564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110306568.000000 Penalty: 39069.914062
Iteration 11F: 20 clusters Score -1.103066e+08 nChanged 45593
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 31791 members 
Mstep: Class 4 contains 197 members 
Mstep: Class 5 contains 11701 members 
Mstep: Class 6 contains 119848 members 
Mstep: Class 7 contains 4979 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 181479 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 32585 members 
Mstep: Class 12 contains 67979 members 
Mstep: Class 13 contains 34264 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 32891 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 12318 members 
Mstep: Class 21 contains 223629 members 
Mstep: Class 22 contains 174187 members 
Mstep: Class 23 contains 27846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110346536.000000 Penalty: 39069.914062
Iteration 12Q: 20 clusters Score -1.103465e+08 nChanged 38983
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 32649 members 
Mstep: Class 4 contains 194 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 131063 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 174975 members 
Mstep: Class 10 contains 11617 members 
Mstep: Class 11 contains 31804 members 
Mstep: Class 12 contains 66855 members 
Mstep: Class 13 contains 36011 members 
Mstep: Class 15 contains 31948 members 
Mstep: Class 16 contains 32585 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 17266 members 
Mstep: Class 21 contains 222784 members 
Mstep: Class 22 contains 162192 members 
Mstep: Class 23 contains 27172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110379728.000000 Penalty: 39069.914062
Iteration 13Q: 20 clusters Score -1.103797e+08 nChanged 33545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 33342 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 12222 members 
Mstep: Class 6 contains 139357 members 
Mstep: Class 7 contains 5715 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 169867 members 
Mstep: Class 10 contains 12138 members 
Mstep: Class 11 contains 31067 members 
Mstep: Class 12 contains 66013 members 
Mstep: Class 13 contains 38119 members 
Mstep: Class 15 contains 34195 members 
Mstep: Class 16 contains 32362 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 23035 members 
Mstep: Class 21 contains 219736 members 
Mstep: Class 22 contains 152381 members 
Mstep: Class 23 contains 26542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110407384.000000 Penalty: 39069.914062
Iteration 14Q: 20 clusters Score -1.104074e+08 nChanged 29431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 4 contains 186 members 
Mstep: Class 5 contains 12301 members 
Mstep: Class 6 contains 145448 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 165707 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 30412 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 40518 members 
Mstep: Class 15 contains 36668 members 
Mstep: Class 16 contains 32196 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 28578 members 
Mstep: Class 21 contains 215791 members 
Mstep: Class 22 contains 144455 members 
Mstep: Class 23 contains 25925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110430864.000000 Penalty: 39069.914062
Iteration 15Q: 20 clusters Score -1.104309e+08 nChanged 25783
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 34443 members 
Mstep: Class 4 contains 184 members 
Mstep: Class 5 contains 12295 members 
Mstep: Class 6 contains 149833 members 
Mstep: Class 7 contains 6079 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 162337 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 11 contains 29844 members 
Mstep: Class 12 contains 64859 members 
Mstep: Class 13 contains 43301 members 
Mstep: Class 15 contains 39319 members 
Mstep: Class 16 contains 32065 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 21 contains 211628 members 
Mstep: Class 22 contains 138284 members 
Mstep: Class 23 contains 25252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110451704.000000 Penalty: 39069.914062
Iteration 16Q: 20 clusters Score -1.104517e+08 nChanged 22901
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 4 contains 184 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 152843 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 159697 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 29315 members 
Mstep: Class 12 contains 64474 members 
Mstep: Class 13 contains 46514 members 
Mstep: Class 15 contains 42047 members 
Mstep: Class 16 contains 31937 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 36028 members 
Mstep: Class 21 contains 207316 members 
Mstep: Class 22 contains 133686 members 
Mstep: Class 23 contains 24583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110470112.000000 Penalty: 39069.914062
Iteration 17Q: 20 clusters Score -1.104701e+08 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 35291 members 
Mstep: Class 4 contains 186 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 155020 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 157556 members 
Mstep: Class 10 contains 14336 members 
Mstep: Class 11 contains 28903 members 
Mstep: Class 12 contains 64191 members 
Mstep: Class 13 contains 49904 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 31824 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 38161 members 
Mstep: Class 21 contains 203016 members 
Mstep: Class 22 contains 130306 members 
Mstep: Class 23 contains 23861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110487248.000000 Penalty: 39069.914062
Iteration 18Q: 20 clusters Score -1.104872e+08 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 35657 members 
Mstep: Class 4 contains 188 members 
Mstep: Class 5 contains 11939 members 
Mstep: Class 6 contains 156576 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 155769 members 
Mstep: Class 10 contains 14933 members 
Mstep: Class 11 contains 28522 members 
Mstep: Class 12 contains 63967 members 
Mstep: Class 13 contains 53571 members 
Mstep: Class 15 contains 46576 members 
Mstep: Class 16 contains 31706 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 39780 members 
Mstep: Class 21 contains 198928 members 
Mstep: Class 22 contains 127554 members 
Mstep: Class 23 contains 23101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110501992.000000 Penalty: 39069.914062
Iteration 19Q: 20 clusters Score -1.10502e+08 nChanged 18096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 35978 members 
Mstep: Class 4 contains 189 members 
Mstep: Class 5 contains 12051 members 
Mstep: Class 6 contains 157597 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 376 members 
Mstep: Class 9 contains 154183 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 28221 members 
Mstep: Class 12 contains 63831 members 
Mstep: Class 13 contains 57211 members 
Mstep: Class 15 contains 47952 members 
Mstep: Class 16 contains 31600 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 41221 members 
Mstep: Class 21 contains 195433 members 
Mstep: Class 22 contains 125083 members 
Mstep: Class 23 contains 22362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1952.905151 but Gain 2056.312500
Score: -110515200.000000 Penalty: 37013.601562
Iteration 20F: 19 clusters Score -1.105152e+08 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 36224 members 
Mstep: Class 5 contains 12125 members 
Mstep: Class 6 contains 158220 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 152891 members 
Mstep: Class 10 contains 16079 members 
Mstep: Class 11 contains 27977 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 60784 members 
Mstep: Class 15 contains 49448 members 
Mstep: Class 16 contains 31494 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 42592 members 
Mstep: Class 21 contains 191910 members 
Mstep: Class 22 contains 122715 members 
Mstep: Class 23 contains 21553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110529576.000000 Penalty: 37013.601562
Iteration 21Q: 19 clusters Score -1.105296e+08 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 36474 members 
Mstep: Class 5 contains 12309 members 
Mstep: Class 6 contains 158489 members 
Mstep: Class 7 contains 7506 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 151677 members 
Mstep: Class 10 contains 16632 members 
Mstep: Class 11 contains 27815 members 
Mstep: Class 12 contains 63962 members 
Mstep: Class 13 contains 64157 members 
Mstep: Class 15 contains 50473 members 
Mstep: Class 16 contains 31384 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 44095 members 
Mstep: Class 21 contains 188931 members 
Mstep: Class 22 contains 120198 members 
Mstep: Class 23 contains 20748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110541480.000000 Penalty: 37013.601562
Iteration 22Q: 19 clusters Score -1.105415e+08 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 36713 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 158558 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 150659 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 27705 members 
Mstep: Class 12 contains 64223 members 
Mstep: Class 13 contains 67191 members 
Mstep: Class 15 contains 51019 members 
Mstep: Class 16 contains 31292 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 45686 members 
Mstep: Class 21 contains 186657 members 
Mstep: Class 22 contains 117524 members 
Mstep: Class 23 contains 19916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110553392.000000 Penalty: 37013.601562
Iteration 23Q: 19 clusters Score -1.105534e+08 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 36878 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 158581 members 
Mstep: Class 7 contains 8426 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 149680 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 27656 members 
Mstep: Class 12 contains 64569 members 
Mstep: Class 13 contains 69997 members 
Mstep: Class 15 contains 51401 members 
Mstep: Class 16 contains 31243 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 46810 members 
Mstep: Class 21 contains 184781 members 
Mstep: Class 22 contains 115241 members 
Mstep: Class 23 contains 19082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110562584.000000 Penalty: 37013.601562
Iteration 24Q: 19 clusters Score -1.105626e+08 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 37025 members 
Mstep: Class 5 contains 13074 members 
Mstep: Class 6 contains 158486 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 148796 members 
Mstep: Class 10 contains 18204 members 
Mstep: Class 11 contains 27533 members 
Mstep: Class 12 contains 64885 members 
Mstep: Class 13 contains 72586 members 
Mstep: Class 15 contains 51617 members 
Mstep: Class 16 contains 31261 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 21 contains 183421 members 
Mstep: Class 22 contains 113864 members 
Mstep: Class 23 contains 18224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110570680.000000 Penalty: 37013.601562
Iteration 25Q: 19 clusters Score -1.105707e+08 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 37151 members 
Mstep: Class 5 contains 13426 members 
Mstep: Class 6 contains 158163 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 147947 members 
Mstep: Class 10 contains 18798 members 
Mstep: Class 11 contains 27380 members 
Mstep: Class 12 contains 65284 members 
Mstep: Class 13 contains 74956 members 
Mstep: Class 15 contains 51869 members 
Mstep: Class 16 contains 31301 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 46403 members 
Mstep: Class 21 contains 182330 members 
Mstep: Class 22 contains 113194 members 
Mstep: Class 23 contains 17305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110576912.000000 Penalty: 37013.601562
Iteration 26Q: 19 clusters Score -1.105769e+08 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 37280 members 
Mstep: Class 5 contains 13729 members 
Mstep: Class 6 contains 157689 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 147114 members 
Mstep: Class 10 contains 19396 members 
Mstep: Class 11 contains 27207 members 
Mstep: Class 12 contains 65655 members 
Mstep: Class 13 contains 77046 members 
Mstep: Class 15 contains 52181 members 
Mstep: Class 16 contains 31329 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 45562 members 
Mstep: Class 21 contains 181567 members 
Mstep: Class 22 contains 112881 members 
Mstep: Class 23 contains 16527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110582728.000000 Penalty: 37013.601562
Iteration 27Q: 19 clusters Score -1.105827e+08 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 37408 members 
Mstep: Class 5 contains 14006 members 
Mstep: Class 6 contains 157090 members 
Mstep: Class 7 contains 9406 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 146114 members 
Mstep: Class 10 contains 19904 members 
Mstep: Class 11 contains 27053 members 
Mstep: Class 12 contains 65992 members 
Mstep: Class 13 contains 78960 members 
Mstep: Class 15 contains 52570 members 
Mstep: Class 16 contains 31347 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 44691 members 
Mstep: Class 21 contains 181187 members 
Mstep: Class 22 contains 112623 members 
Mstep: Class 23 contains 15867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110589824.000000 Penalty: 37013.601562
Iteration 28Q: 19 clusters Score -1.105898e+08 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 37479 members 
Mstep: Class 5 contains 14313 members 
Mstep: Class 6 contains 156527 members 
Mstep: Class 7 contains 9538 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 144930 members 
Mstep: Class 10 contains 20361 members 
Mstep: Class 11 contains 26925 members 
Mstep: Class 12 contains 66195 members 
Mstep: Class 13 contains 80646 members 
Mstep: Class 15 contains 53020 members 
Mstep: Class 16 contains 31362 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 44096 members 
Mstep: Class 21 contains 180936 members 
Mstep: Class 22 contains 112267 members 
Mstep: Class 23 contains 15400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110595080.000000 Penalty: 37013.601562
Iteration 29Q: 19 clusters Score -1.105951e+08 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 37527 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 155918 members 
Mstep: Class 7 contains 9640 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 143469 members 
Mstep: Class 10 contains 20702 members 
Mstep: Class 11 contains 26863 members 
Mstep: Class 12 contains 66328 members 
Mstep: Class 13 contains 82148 members 
Mstep: Class 15 contains 53515 members 
Mstep: Class 16 contains 31339 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 43871 members 
Mstep: Class 21 contains 181025 members 
Mstep: Class 22 contains 111746 members 
Mstep: Class 23 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110600288.000000 Penalty: 37013.601562
Iteration 30Q: 19 clusters Score -1.106003e+08 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 37606 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 155433 members 
Mstep: Class 7 contains 9710 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 141773 members 
Mstep: Class 10 contains 20984 members 
Mstep: Class 11 contains 26774 members 
Mstep: Class 12 contains 66377 members 
Mstep: Class 13 contains 83362 members 
Mstep: Class 15 contains 54081 members 
Mstep: Class 16 contains 31292 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 44035 members 
Mstep: Class 21 contains 181400 members 
Mstep: Class 22 contains 110943 members 
Mstep: Class 23 contains 14924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110605760.000000 Penalty: 37013.601562
Iteration 31Q: 19 clusters Score -1.106058e+08 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 37687 members 
Mstep: Class 5 contains 15122 members 
Mstep: Class 6 contains 155082 members 
Mstep: Class 7 contains 9747 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 139846 members 
Mstep: Class 10 contains 21211 members 
Mstep: Class 11 contains 26768 members 
Mstep: Class 12 contains 66428 members 
Mstep: Class 13 contains 84324 members 
Mstep: Class 15 contains 54690 members 
Mstep: Class 16 contains 31204 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 44521 members 
Mstep: Class 21 contains 182013 members 
Mstep: Class 22 contains 109791 members 
Mstep: Class 23 contains 14900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110614464.000000 Penalty: 37013.601562
Iteration 32Q: 19 clusters Score -1.106145e+08 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 5 contains 15398 members 
Mstep: Class 6 contains 154768 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 137667 members 
Mstep: Class 10 contains 21418 members 
Mstep: Class 11 contains 26765 members 
Mstep: Class 12 contains 66394 members 
Mstep: Class 13 contains 85241 members 
Mstep: Class 15 contains 55272 members 
Mstep: Class 16 contains 31101 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 45442 members 
Mstep: Class 21 contains 182854 members 
Mstep: Class 22 contains 108168 members 
Mstep: Class 23 contains 15192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110621424.000000 Penalty: 37013.601562
Iteration 33Q: 19 clusters Score -1.106214e+08 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 37843 members 
Mstep: Class 5 contains 15652 members 
Mstep: Class 6 contains 154659 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 135180 members 
Mstep: Class 10 contains 21472 members 
Mstep: Class 11 contains 26780 members 
Mstep: Class 12 contains 66274 members 
Mstep: Class 13 contains 85962 members 
Mstep: Class 15 contains 55926 members 
Mstep: Class 16 contains 30950 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 46816 members 
Mstep: Class 21 contains 184131 members 
Mstep: Class 22 contains 105949 members 
Mstep: Class 23 contains 15698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110627312.000000 Penalty: 37013.601562
Iteration 34Q: 19 clusters Score -1.106273e+08 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 37877 members 
Mstep: Class 5 contains 15853 members 
Mstep: Class 6 contains 154665 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 132485 members 
Mstep: Class 10 contains 21458 members 
Mstep: Class 11 contains 26811 members 
Mstep: Class 12 contains 66076 members 
Mstep: Class 13 contains 86714 members 
Mstep: Class 15 contains 56653 members 
Mstep: Class 16 contains 30800 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 48699 members 
Mstep: Class 21 contains 185559 members 
Mstep: Class 22 contains 103253 members 
Mstep: Class 23 contains 16256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110633168.000000 Penalty: 37013.601562
Iteration 35Q: 19 clusters Score -1.106332e+08 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 37908 members 
Mstep: Class 5 contains 16042 members 
Mstep: Class 6 contains 154779 members 
Mstep: Class 7 contains 9818 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 129447 members 
Mstep: Class 10 contains 21463 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 65854 members 
Mstep: Class 13 contains 87373 members 
Mstep: Class 15 contains 57458 members 
Mstep: Class 16 contains 30649 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 50282 members 
Mstep: Class 21 contains 187274 members 
Mstep: Class 22 contains 100890 members 
Mstep: Class 23 contains 16801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110638920.000000 Penalty: 37013.601562
Iteration 36Q: 19 clusters Score -1.106389e+08 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 37914 members 
Mstep: Class 5 contains 16224 members 
Mstep: Class 6 contains 154746 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 126307 members 
Mstep: Class 10 contains 21472 members 
Mstep: Class 11 contains 26912 members 
Mstep: Class 12 contains 65633 members 
Mstep: Class 13 contains 88019 members 
Mstep: Class 15 contains 58371 members 
Mstep: Class 16 contains 30471 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 51138 members 
Mstep: Class 21 contains 188966 members 
Mstep: Class 22 contains 99502 members 
Mstep: Class 23 contains 17349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110642568.000000 Penalty: 37013.601562
Iteration 37Q: 19 clusters Score -1.106426e+08 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 37906 members 
Mstep: Class 5 contains 16398 members 
Mstep: Class 6 contains 154605 members 
Mstep: Class 7 contains 9759 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 123131 members 
Mstep: Class 10 contains 21473 members 
Mstep: Class 11 contains 26960 members 
Mstep: Class 12 contains 65427 members 
Mstep: Class 13 contains 88597 members 
Mstep: Class 15 contains 59372 members 
Mstep: Class 16 contains 30271 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 51500 members 
Mstep: Class 21 contains 190512 members 
Mstep: Class 22 contains 98969 members 
Mstep: Class 23 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110645856.000000 Penalty: 37013.601562
Iteration 38Q: 19 clusters Score -1.106459e+08 nChanged 8827
Entering ConstructFrom: 
Score: -110645856.000000 Penalty: 37013.601562
Entering ConstructFrom: 
Trying to split cluster 1 (7932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Entering Unmasked Estep 
Score: -768405.875000 Penalty: 1336.024780
	Iteration 0F: 2 clusters Score -768405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -763026.000000 Penalty: 2672.049561
	Iteration 0F: 3 clusters Score -763026 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -765190.250000 Penalty: 2672.049561
	Iteration 1F: 3 clusters Score -765190.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -766105.812500 Penalty: 2672.049561
	Iteration 2F: 3 clusters Score -766105.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -767010.625000 Penalty: 2672.049561
	Iteration 3F: 3 clusters Score -767010.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -767981.375000 Penalty: 2672.049561
	Iteration 4F: 3 clusters Score -767981.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -769075.750000 Penalty: 2672.049561
	Iteration 5F: 3 clusters Score -769075.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -769782.875000 Penalty: 2672.049561
	Iteration 6F: 3 clusters Score -769782.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -770138.500000 Penalty: 2672.049561
	Iteration 7Q: 3 clusters Score -770138.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -770386.250000 Penalty: 2672.049561
	Iteration 8Q: 3 clusters Score -770386.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -770583.687500 Penalty: 2672.049561
	Iteration 9Q: 3 clusters Score -770583.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -770785.500000 Penalty: 2672.049561
	Iteration 10Q: 3 clusters Score -770785.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -770975.312500 Penalty: 2672.049561
	Iteration 11Q: 3 clusters Score -770975.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -771076.000000 Penalty: 2672.049561
	Iteration 12Q: 3 clusters Score -771076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -771131.625000 Penalty: 2672.049561
	Iteration 13Q: 3 clusters Score -771131.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -771171.625000 Penalty: 2672.049561
	Iteration 14Q: 3 clusters Score -771171.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -771193.062500 Penalty: 2672.049561
	Iteration 15Q: 3 clusters Score -771193.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -771223.625000 Penalty: 2672.049561
	Iteration 16Q: 3 clusters Score -771223.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -771241.875000 Penalty: 2672.049561
	Iteration 17Q: 3 clusters Score -771241.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -771273.562500 Penalty: 2672.049561
	Iteration 18Q: 3 clusters Score -771273.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -771292.437500 Penalty: 2672.049561
	Iteration 19Q: 3 clusters Score -771292.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -771317.437500 Penalty: 2672.049561
	Iteration 20F: 3 clusters Score -771317.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -771341.312500 Penalty: 2672.049561
	Iteration 21Q: 3 clusters Score -771341.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -771364.187500 Penalty: 2672.049561
	Iteration 22Q: 3 clusters Score -771364.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -771373.437500 Penalty: 2672.049561
	Iteration 23Q: 3 clusters Score -771373.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -771377.625000 Penalty: 2672.049561
	Iteration 24Q: 3 clusters Score -771377.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -771394.812500 Penalty: 2672.049561
	Iteration 25Q: 3 clusters Score -771394.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -771404.500000 Penalty: 2672.049561
	Iteration 26Q: 3 clusters Score -771404.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -771415.250000 Penalty: 2672.049561
	Iteration 27Q: 3 clusters Score -771415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -771418.375000 Penalty: 2672.049561
	Iteration 28Q: 3 clusters Score -771418.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -771422.062500 Penalty: 2672.049561
	Iteration 29Q: 3 clusters Score -771422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -771422.500000 Penalty: 2672.049561
	Iteration 30Q: 3 clusters Score -771422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -771425.187500 Penalty: 2672.049561
	Iteration 31Q: 3 clusters Score -771425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -771425.875000 Penalty: 2672.049561
	Iteration 32Q: 3 clusters Score -771425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -771427.750000 Penalty: 2672.049561
	Iteration 33Q: 3 clusters Score -771427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -771429.000000 Penalty: 2672.049561
	Iteration 34Q: 3 clusters Score -771429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -771430.000000 Penalty: 2672.049561
	Iteration 35Q: 3 clusters Score -771430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -771429.750000 Penalty: 2672.049561
	Iteration 36Q: 3 clusters Score -771429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -771431.187500 Penalty: 2672.049561
	Iteration 37Q: 3 clusters Score -771431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -771429.812500 Penalty: 2672.049561
	Iteration 38Q: 3 clusters Score -771429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -771429.812500 Penalty: 2672.049561
	Iteration 39F: 3 clusters Score -771429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37930 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 5 contains 16577 members 
Mstep: Class 6 contains 154434 members 
Mstep: Class 7 contains 9718 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 120115 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Entering Unmasked Estep 
Score: -110649144.000000 Penalty: 39069.914062
Splitting cluster 1 changes total score from -110645856.000000 to -110649144.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (37930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Entering Unmasked Estep 
Score: -4221486.000000 Penalty: 1568.872559
	Iteration 0F: 2 clusters Score -4221486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4196936.000000 Penalty: 3137.745117
	Iteration 0F: 3 clusters Score -4196936 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4207054.000000 Penalty: 3137.745117
	Iteration 1F: 3 clusters Score -4207054 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4208350.000000 Penalty: 3137.745117
	Iteration 2F: 3 clusters Score -4208350 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4209735.500000 Penalty: 3137.745117
	Iteration 3F: 3 clusters Score -4209736 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4211265.500000 Penalty: 3137.745117
	Iteration 4F: 3 clusters Score -4211266 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4212953.500000 Penalty: 3137.745117
	Iteration 5F: 3 clusters Score -4212954 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4214514.000000 Penalty: 3137.745117
	Iteration 6F: 3 clusters Score -4214514 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4215882.000000 Penalty: 3137.745117
	Iteration 7F: 3 clusters Score -4215882 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4217036.500000 Penalty: 3137.745117
	Iteration 8F: 3 clusters Score -4217036 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4217985.000000 Penalty: 3137.745117
	Iteration 9Q: 3 clusters Score -4217985 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4218782.500000 Penalty: 3137.745117
	Iteration 10Q: 3 clusters Score -4218782 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4219532.000000 Penalty: 3137.745117
	Iteration 11Q: 3 clusters Score -4219532 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4220253.000000 Penalty: 3137.745117
	Iteration 12Q: 3 clusters Score -4220253 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4220796.500000 Penalty: 3137.745117
	Iteration 13Q: 3 clusters Score -4220796 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4221191.000000 Penalty: 3137.745117
	Iteration 14Q: 3 clusters Score -4221191 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4221472.500000 Penalty: 3137.745117
	Iteration 15Q: 3 clusters Score -4221472 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -4221668.500000 Penalty: 3137.745117
	Iteration 16Q: 3 clusters Score -4221668 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4221801.500000 Penalty: 3137.745117
	Iteration 17Q: 3 clusters Score -4221802 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4221904.500000 Penalty: 3137.745117
	Iteration 18Q: 3 clusters Score -4221904 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4222009.500000 Penalty: 3137.745117
	Iteration 19Q: 3 clusters Score -4222010 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4222080.000000 Penalty: 3137.745117
	Iteration 20F: 3 clusters Score -4222080 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4222201.000000 Penalty: 3137.745117
	Iteration 21Q: 3 clusters Score -4222201 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4222312.000000 Penalty: 3137.745117
	Iteration 22Q: 3 clusters Score -4222312 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4222434.500000 Penalty: 3137.745117
	Iteration 23Q: 3 clusters Score -4222434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4222553.500000 Penalty: 3137.745117
	Iteration 24Q: 3 clusters Score -4222554 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -4222646.500000 Penalty: 3137.745117
	Iteration 25Q: 3 clusters Score -4222646 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4222744.000000 Penalty: 3137.745117
	Iteration 26Q: 3 clusters Score -4222744 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4222817.500000 Penalty: 3137.745117
	Iteration 27Q: 3 clusters Score -4222818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4222866.500000 Penalty: 3137.745117
	Iteration 28Q: 3 clusters Score -4222866 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4222927.500000 Penalty: 3137.745117
	Iteration 29Q: 3 clusters Score -4222928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4223001.000000 Penalty: 3137.745117
	Iteration 30Q: 3 clusters Score -4223001 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4223041.000000 Penalty: 3137.745117
	Iteration 31Q: 3 clusters Score -4223041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4223061.500000 Penalty: 3137.745117
	Iteration 32Q: 3 clusters Score -4223062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4223078.000000 Penalty: 3137.745117
	Iteration 33Q: 3 clusters Score -4223078 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4223095.500000 Penalty: 3137.745117
	Iteration 34Q: 3 clusters Score -4223096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4223111.500000 Penalty: 3137.745117
	Iteration 35Q: 3 clusters Score -4223112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4223117.500000 Penalty: 3137.745117
	Iteration 36Q: 3 clusters Score -4223118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4223125.000000 Penalty: 3137.745117
	Iteration 37Q: 3 clusters Score -4223125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4223138.000000 Penalty: 3137.745117
	Iteration 38Q: 3 clusters Score -4223138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4223136.500000 Penalty: 3137.745117
	Iteration 39Q: 3 clusters Score -4223136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4223131.000000 Penalty: 3137.745117
	Iteration 40F: 3 clusters Score -4223131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4223129.500000 Penalty: 3137.745117
	Iteration 41Q: 3 clusters Score -4223130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4223128.500000 Penalty: 3137.745117
	Iteration 42Q: 3 clusters Score -4223128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4223125.500000 Penalty: 3137.745117
	Iteration 43Q: 3 clusters Score -4223126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4223135.000000 Penalty: 3137.745117
	Iteration 44Q: 3 clusters Score -4223135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4223130.500000 Penalty: 3137.745117
	Iteration 45Q: 3 clusters Score -4223130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4223146.500000 Penalty: 3137.745117
	Iteration 46Q: 3 clusters Score -4223146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4223138.000000 Penalty: 3137.745117
	Iteration 47Q: 3 clusters Score -4223138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4223132.500000 Penalty: 3137.745117
	Iteration 48Q: 3 clusters Score -4223132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4223131.000000 Penalty: 3137.745117
	Iteration 49Q: 3 clusters Score -4223131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4223132.000000 Penalty: 3137.745117
	Iteration 50Q: 3 clusters Score -4223132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4223134.000000 Penalty: 3137.745117
	Iteration 51Q: 3 clusters Score -4223134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4223131.500000 Penalty: 3137.745117
	Iteration 52Q: 3 clusters Score -4223132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4223133.500000 Penalty: 3137.745117
	Iteration 53Q: 3 clusters Score -4223134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4223132.500000 Penalty: 3137.745117
	Iteration 54Q: 3 clusters Score -4223132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4223133.000000 Penalty: 3137.745117
	Iteration 55Q: 3 clusters Score -4223133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4223138.000000 Penalty: 3137.745117
	Iteration 56Q: 3 clusters Score -4223138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4223130.000000 Penalty: 3137.745117
	Iteration 57Q: 3 clusters Score -4223130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4223131.500000 Penalty: 3137.745117
	Iteration 58Q: 3 clusters Score -4223132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4223132.000000 Penalty: 3137.745117
	Iteration 59Q: 3 clusters Score -4223132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4223132.000000 Penalty: 3137.745117
	Iteration 60F: 3 clusters Score -4223132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4223131.500000 Penalty: 3137.745117
	Iteration 61Q: 3 clusters Score -4223132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4223131.500000 Penalty: 3137.745117
	Iteration 62F: 3 clusters Score -4223132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 16577 members 
Mstep: Class 6 contains 154434 members 
Mstep: Class 7 contains 9718 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 120115 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Entering Unmasked Estep 
Score: -110650072.000000 Penalty: 41126.222656
Splitting cluster 2 changes total score from -110645856.000000 to -110650072.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -1681279.625000 Penalty: 1445.706909
	Iteration 0F: 2 clusters Score -1681280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1670210.125000 Penalty: 2891.413818
	Iteration 0F: 3 clusters Score -1670210 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1674507.625000 Penalty: 2891.413818
	Iteration 1F: 3 clusters Score -1674508 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1675408.125000 Penalty: 2891.413818
	Iteration 2F: 3 clusters Score -1675408 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1676563.250000 Penalty: 2891.413818
	Iteration 3F: 3 clusters Score -1676563 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1677918.875000 Penalty: 2891.413818
	Iteration 4F: 3 clusters Score -1677919 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1679240.625000 Penalty: 2891.413818
	Iteration 5F: 3 clusters Score -1679241 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1680319.250000 Penalty: 2891.413818
	Iteration 6F: 3 clusters Score -1680319 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1680991.000000 Penalty: 2891.413818
	Iteration 7F: 3 clusters Score -1680991 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1681420.125000 Penalty: 2891.413818
	Iteration 8Q: 3 clusters Score -1681420 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1681752.500000 Penalty: 2891.413818
	Iteration 9Q: 3 clusters Score -1681752 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1682003.250000 Penalty: 2891.413818
	Iteration 10Q: 3 clusters Score -1682003 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1682158.250000 Penalty: 2891.413818
	Iteration 11Q: 3 clusters Score -1682158 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1682262.875000 Penalty: 2891.413818
	Iteration 12Q: 3 clusters Score -1682263 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1682345.625000 Penalty: 2891.413818
	Iteration 13Q: 3 clusters Score -1682346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1682424.250000 Penalty: 2891.413818
	Iteration 14Q: 3 clusters Score -1682424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1682514.125000 Penalty: 2891.413818
	Iteration 15Q: 3 clusters Score -1682514 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1682632.500000 Penalty: 2891.413818
	Iteration 16Q: 3 clusters Score -1682632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1682797.125000 Penalty: 2891.413818
	Iteration 17Q: 3 clusters Score -1682797 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1683014.625000 Penalty: 2891.413818
	Iteration 18Q: 3 clusters Score -1683015 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1683252.500000 Penalty: 2891.413818
	Iteration 19Q: 3 clusters Score -1683252 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1683399.750000 Penalty: 2891.413818
	Iteration 20F: 3 clusters Score -1683400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1683552.875000 Penalty: 2891.413818
	Iteration 21Q: 3 clusters Score -1683553 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1683680.125000 Penalty: 2891.413818
	Iteration 22Q: 3 clusters Score -1683680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1683772.000000 Penalty: 2891.413818
	Iteration 23Q: 3 clusters Score -1683772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1683846.375000 Penalty: 2891.413818
	Iteration 24Q: 3 clusters Score -1683846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1683906.000000 Penalty: 2891.413818
	Iteration 25Q: 3 clusters Score -1683906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1683956.500000 Penalty: 2891.413818
	Iteration 26Q: 3 clusters Score -1683956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1683995.625000 Penalty: 2891.413818
	Iteration 27Q: 3 clusters Score -1683996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1684026.500000 Penalty: 2891.413818
	Iteration 28Q: 3 clusters Score -1684026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1684044.875000 Penalty: 2891.413818
	Iteration 29Q: 3 clusters Score -1684045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1684052.625000 Penalty: 2891.413818
	Iteration 30Q: 3 clusters Score -1684053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1684073.750000 Penalty: 2891.413818
	Iteration 31Q: 3 clusters Score -1684074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1684082.625000 Penalty: 2891.413818
	Iteration 32Q: 3 clusters Score -1684083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1684093.000000 Penalty: 2891.413818
	Iteration 33Q: 3 clusters Score -1684093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1684105.000000 Penalty: 2891.413818
	Iteration 34Q: 3 clusters Score -1684105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1684120.875000 Penalty: 2891.413818
	Iteration 35Q: 3 clusters Score -1684121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1684137.500000 Penalty: 2891.413818
	Iteration 36Q: 3 clusters Score -1684138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1684164.125000 Penalty: 2891.413818
	Iteration 37Q: 3 clusters Score -1684164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1684215.500000 Penalty: 2891.413818
	Iteration 38Q: 3 clusters Score -1684216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1684290.875000 Penalty: 2891.413818
	Iteration 39Q: 3 clusters Score -1684291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1684357.500000 Penalty: 2891.413818
	Iteration 40F: 3 clusters Score -1684358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1684488.000000 Penalty: 2891.413818
	Iteration 41Q: 3 clusters Score -1684488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1684731.125000 Penalty: 2891.413818
	Iteration 42Q: 3 clusters Score -1684731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1685099.500000 Penalty: 2891.413818
	Iteration 43Q: 3 clusters Score -1685100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1685483.625000 Penalty: 2891.413818
	Iteration 44Q: 3 clusters Score -1685484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1685603.875000 Penalty: 2891.413818
	Iteration 45Q: 3 clusters Score -1685604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1685613.750000 Penalty: 2891.413818
	Iteration 46Q: 3 clusters Score -1685614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1685617.750000 Penalty: 2891.413818
	Iteration 47Q: 3 clusters Score -1685618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1685623.250000 Penalty: 2891.413818
	Iteration 48Q: 3 clusters Score -1685623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1685625.750000 Penalty: 2891.413818
	Iteration 49Q: 3 clusters Score -1685626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1685626.625000 Penalty: 2891.413818
	Iteration 50Q: 3 clusters Score -1685627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1685625.250000 Penalty: 2891.413818
	Iteration 51Q: 3 clusters Score -1685625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1685625.250000 Penalty: 2891.413818
	Iteration 52F: 3 clusters Score -1685625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 154434 members 
Mstep: Class 7 contains 9718 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 120115 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Entering Unmasked Estep 
Score: -110653664.000000 Penalty: 43182.535156
Splitting cluster 5 changes total score from -110645856.000000 to -110653664.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (154434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Entering Unmasked Estep 
Score: -17605532.000000 Penalty: 1777.791382
	Iteration 0F: 2 clusters Score -1.760553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -17524630.000000 Penalty: 3555.582764
	Iteration 0F: 3 clusters Score -1.752463e+07 nChanged 73936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -17572806.000000 Penalty: 3555.582764
	Iteration 1F: 3 clusters Score -1.757281e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -17581880.000000 Penalty: 3555.582764
	Iteration 2F: 3 clusters Score -1.758188e+07 nChanged 14791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -17594108.000000 Penalty: 3555.582764
	Iteration 3F: 3 clusters Score -1.759411e+07 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -17606244.000000 Penalty: 3555.582764
	Iteration 4F: 3 clusters Score -1.760624e+07 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -17614728.000000 Penalty: 3555.582764
	Iteration 5F: 3 clusters Score -1.761473e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -17619562.000000 Penalty: 3555.582764
	Iteration 6F: 3 clusters Score -1.761956e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -17621612.000000 Penalty: 3555.582764
	Iteration 7Q: 3 clusters Score -1.762161e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -17622706.000000 Penalty: 3555.582764
	Iteration 8Q: 3 clusters Score -1.762271e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -17623770.000000 Penalty: 3555.582764
	Iteration 9Q: 3 clusters Score -1.762377e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -17624866.000000 Penalty: 3555.582764
	Iteration 10Q: 3 clusters Score -1.762487e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -17625948.000000 Penalty: 3555.582764
	Iteration 11Q: 3 clusters Score -1.762595e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108236 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -17627116.000000 Penalty: 3555.582764
	Iteration 12Q: 3 clusters Score -1.762712e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -17628420.000000 Penalty: 3555.582764
	Iteration 13Q: 3 clusters Score -1.762842e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -17629808.000000 Penalty: 3555.582764
	Iteration 14Q: 3 clusters Score -1.762981e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -17630870.000000 Penalty: 3555.582764
	Iteration 15Q: 3 clusters Score -1.763087e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -17631716.000000 Penalty: 3555.582764
	Iteration 16Q: 3 clusters Score -1.763172e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -17632358.000000 Penalty: 3555.582764
	Iteration 17Q: 3 clusters Score -1.763236e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -17632894.000000 Penalty: 3555.582764
	Iteration 18Q: 3 clusters Score -1.763289e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -17633354.000000 Penalty: 3555.582764
	Iteration 19Q: 3 clusters Score -1.763335e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105252 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -17633692.000000 Penalty: 3555.582764
	Iteration 20F: 3 clusters Score -1.763369e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -17633918.000000 Penalty: 3555.582764
	Iteration 21Q: 3 clusters Score -1.763392e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -17634088.000000 Penalty: 3555.582764
	Iteration 22Q: 3 clusters Score -1.763409e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -17634204.000000 Penalty: 3555.582764
	Iteration 23Q: 3 clusters Score -1.76342e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -17634286.000000 Penalty: 3555.582764
	Iteration 24Q: 3 clusters Score -1.763429e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -17634348.000000 Penalty: 3555.582764
	Iteration 25Q: 3 clusters Score -1.763435e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -17634428.000000 Penalty: 3555.582764
	Iteration 26Q: 3 clusters Score -1.763443e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -17634514.000000 Penalty: 3555.582764
	Iteration 27Q: 3 clusters Score -1.763451e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102986 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -17634584.000000 Penalty: 3555.582764
	Iteration 28Q: 3 clusters Score -1.763458e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -17634614.000000 Penalty: 3555.582764
	Iteration 29Q: 3 clusters Score -1.763461e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -17634620.000000 Penalty: 3555.582764
	Iteration 30Q: 3 clusters Score -1.763462e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -17634678.000000 Penalty: 3555.582764
	Iteration 31Q: 3 clusters Score -1.763468e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -17634736.000000 Penalty: 3555.582764
	Iteration 32Q: 3 clusters Score -1.763474e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -17634748.000000 Penalty: 3555.582764
	Iteration 33Q: 3 clusters Score -1.763475e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -17634776.000000 Penalty: 3555.582764
	Iteration 34Q: 3 clusters Score -1.763478e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -17634834.000000 Penalty: 3555.582764
	Iteration 35Q: 3 clusters Score -1.763483e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -17634856.000000 Penalty: 3555.582764
	Iteration 36Q: 3 clusters Score -1.763486e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -17634862.000000 Penalty: 3555.582764
	Iteration 37Q: 3 clusters Score -1.763486e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -17634870.000000 Penalty: 3555.582764
	Iteration 38Q: 3 clusters Score -1.763487e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -17634880.000000 Penalty: 3555.582764
	Iteration 39Q: 3 clusters Score -1.763488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -17634858.000000 Penalty: 3555.582764
	Iteration 40F: 3 clusters Score -1.763486e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -17634858.000000 Penalty: 3555.582764
	Iteration 41Q: 3 clusters Score -1.763486e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -17634892.000000 Penalty: 3555.582764
	Iteration 42Q: 3 clusters Score -1.763489e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -17634872.000000 Penalty: 3555.582764
	Iteration 43Q: 3 clusters Score -1.763487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -17634874.000000 Penalty: 3555.582764
	Iteration 44Q: 3 clusters Score -1.763487e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -17634854.000000 Penalty: 3555.582764
	Iteration 45Q: 3 clusters Score -1.763485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -17634838.000000 Penalty: 3555.582764
	Iteration 46Q: 3 clusters Score -1.763484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -17634850.000000 Penalty: 3555.582764
	Iteration 47Q: 3 clusters Score -1.763485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -17634850.000000 Penalty: 3555.582764
	Iteration 48Q: 3 clusters Score -1.763485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -17634838.000000 Penalty: 3555.582764
	Iteration 49Q: 3 clusters Score -1.763484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -17634848.000000 Penalty: 3555.582764
	Iteration 50Q: 3 clusters Score -1.763485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -17634860.000000 Penalty: 3555.582764
	Iteration 51Q: 3 clusters Score -1.763486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -17634878.000000 Penalty: 3555.582764
	Iteration 52Q: 3 clusters Score -1.763488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -17634870.000000 Penalty: 3555.582764
	Iteration 53Q: 3 clusters Score -1.763487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -17634862.000000 Penalty: 3555.582764
	Iteration 54Q: 3 clusters Score -1.763486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -17634860.000000 Penalty: 3555.582764
	Iteration 55Q: 3 clusters Score -1.763486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -17634868.000000 Penalty: 3555.582764
	Iteration 56Q: 3 clusters Score -1.763487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101544 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -17634862.000000 Penalty: 3555.582764
	Iteration 57Q: 3 clusters Score -1.763486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -17634856.000000 Penalty: 3555.582764
	Iteration 58Q: 3 clusters Score -1.763486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -17634866.000000 Penalty: 3555.582764
	Iteration 59Q: 3 clusters Score -1.763487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101538 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -17634856.000000 Penalty: 3555.582764
	Iteration 60F: 3 clusters Score -1.763486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -17634870.000000 Penalty: 3555.582764
	Iteration 61Q: 3 clusters Score -1.763487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101535 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -17634872.000000 Penalty: 3555.582764
	Iteration 62Q: 3 clusters Score -1.763487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -17634864.000000 Penalty: 3555.582764
	Iteration 63Q: 3 clusters Score -1.763486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -17634868.000000 Penalty: 3555.582764
	Iteration 64Q: 3 clusters Score -1.763487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -17634866.000000 Penalty: 3555.582764
	Iteration 65Q: 3 clusters Score -1.763487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -17634868.000000 Penalty: 3555.582764
	Iteration 66Q: 3 clusters Score -1.763487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -17634870.000000 Penalty: 3555.582764
	Iteration 67Q: 3 clusters Score -1.763487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -17634868.000000 Penalty: 3555.582764
	Iteration 68Q: 3 clusters Score -1.763487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -17634868.000000 Penalty: 3555.582764
	Iteration 69Q: 3 clusters Score -1.763487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -17634868.000000 Penalty: 3555.582764
	Iteration 70Q: 3 clusters Score -1.763487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -17634872.000000 Penalty: 3555.582764
	Iteration 71Q: 3 clusters Score -1.763487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -17634864.000000 Penalty: 3555.582764
	Iteration 72Q: 3 clusters Score -1.763486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -17634862.000000 Penalty: 3555.582764
	Iteration 73Q: 3 clusters Score -1.763486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -17634862.000000 Penalty: 3555.582764
	Iteration 74F: 3 clusters Score -1.763486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 9718 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 120115 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Entering Unmasked Estep 
Score: -110683208.000000 Penalty: 45238.843750
Splitting cluster 6 changes total score from -110645856.000000 to -110683208.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -1043138.875000 Penalty: 1366.242188
	Iteration 0F: 2 clusters Score -1043139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1036600.562500 Penalty: 2732.484375
	Iteration 0F: 3 clusters Score -1036601 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1038913.125000 Penalty: 2732.484375
	Iteration 1F: 3 clusters Score -1038913 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1039457.562500 Penalty: 2732.484375
	Iteration 2F: 3 clusters Score -1039458 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1039993.250000 Penalty: 2732.484375
	Iteration 3F: 3 clusters Score -1039993 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1040664.125000 Penalty: 2732.484375
	Iteration 4F: 3 clusters Score -1040664 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1041443.375000 Penalty: 2732.484375
	Iteration 5F: 3 clusters Score -1041443 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1042232.500000 Penalty: 2732.484375
	Iteration 6F: 3 clusters Score -1042232 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1042942.312500 Penalty: 2732.484375
	Iteration 7F: 3 clusters Score -1042942 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1043433.562500 Penalty: 2732.484375
	Iteration 8F: 3 clusters Score -1043434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1043751.312500 Penalty: 2732.484375
	Iteration 9Q: 3 clusters Score -1043751 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1043906.125000 Penalty: 2732.484375
	Iteration 10Q: 3 clusters Score -1043906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1044002.000000 Penalty: 2732.484375
	Iteration 11Q: 3 clusters Score -1044002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1044056.625000 Penalty: 2732.484375
	Iteration 12Q: 3 clusters Score -1044057 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1044082.250000 Penalty: 2732.484375
	Iteration 13Q: 3 clusters Score -1044082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1044091.812500 Penalty: 2732.484375
	Iteration 14Q: 3 clusters Score -1044092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1044096.437500 Penalty: 2732.484375
	Iteration 15Q: 3 clusters Score -1044096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1044098.812500 Penalty: 2732.484375
	Iteration 16Q: 3 clusters Score -1044099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1044102.625000 Penalty: 2732.484375
	Iteration 17Q: 3 clusters Score -1044103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1044101.750000 Penalty: 2732.484375
	Iteration 18Q: 3 clusters Score -1044102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1044103.625000 Penalty: 2732.484375
	Iteration 19Q: 3 clusters Score -1044104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1044105.250000 Penalty: 2732.484375
	Iteration 20F: 3 clusters Score -1044105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1044105.750000 Penalty: 2732.484375
	Iteration 21Q: 3 clusters Score -1044106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1044106.250000 Penalty: 2732.484375
	Iteration 22Q: 3 clusters Score -1044106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1044106.250000 Penalty: 2732.484375
	Iteration 23F: 3 clusters Score -1044106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 120115 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Entering Unmasked Estep 
Score: -110683536.000000 Penalty: 47295.156250
Splitting cluster 7 changes total score from -110645856.000000 to -110683536.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -53936.355469 Penalty: 931.140930
	Iteration 0F: 2 clusters Score -53936.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53027.878906 Penalty: 1862.281860
	Iteration 0F: 3 clusters Score -53027.88 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53213.074219 Penalty: 1862.281860
	Iteration 1F: 3 clusters Score -53213.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53286.601562 Penalty: 1862.281860
	Iteration 2F: 3 clusters Score -53286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53337.140625 Penalty: 1862.281860
	Iteration 3Q: 3 clusters Score -53337.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53420.500000 Penalty: 1862.281860
	Iteration 4Q: 3 clusters Score -53420.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53495.507812 Penalty: 1862.281860
	Iteration 5Q: 3 clusters Score -53495.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53569.550781 Penalty: 1862.281860
	Iteration 6Q: 3 clusters Score -53569.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53654.308594 Penalty: 1862.281860
	Iteration 7Q: 3 clusters Score -53654.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53722.878906 Penalty: 1862.281860
	Iteration 8Q: 3 clusters Score -53722.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53767.847656 Penalty: 1862.281860
	Iteration 9Q: 3 clusters Score -53767.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53818.843750 Penalty: 1862.281860
	Iteration 10Q: 3 clusters Score -53818.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53858.316406 Penalty: 1862.281860
	Iteration 11Q: 3 clusters Score -53858.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53884.886719 Penalty: 1862.281860
	Iteration 12Q: 3 clusters Score -53884.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53894.750000 Penalty: 1862.281860
	Iteration 13Q: 3 clusters Score -53894.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53908.937500 Penalty: 1862.281860
	Iteration 14Q: 3 clusters Score -53908.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53914.523438 Penalty: 1862.281860
	Iteration 15Q: 3 clusters Score -53914.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53916.570312 Penalty: 1862.281860
	Iteration 16Q: 3 clusters Score -53916.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53926.609375 Penalty: 1862.281860
	Iteration 17Q: 3 clusters Score -53926.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53932.292969 Penalty: 1862.281860
	Iteration 18Q: 3 clusters Score -53932.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53934.566406 Penalty: 1862.281860
	Iteration 19Q: 3 clusters Score -53934.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53938.535156 Penalty: 1862.281860
	Iteration 20F: 3 clusters Score -53938.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53939.679688 Penalty: 1862.281860
	Iteration 21Q: 3 clusters Score -53939.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53943.453125 Penalty: 1862.281860
	Iteration 22Q: 3 clusters Score -53943.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53963.960938 Penalty: 1862.281860
	Iteration 23Q: 3 clusters Score -53963.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54008.230469 Penalty: 1862.281860
	Iteration 24Q: 3 clusters Score -54008.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54041.585938 Penalty: 1862.281860
	Iteration 25Q: 3 clusters Score -54041.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54048.355469 Penalty: 1862.281860
	Iteration 26Q: 3 clusters Score -54048.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54056.027344 Penalty: 1862.281860
	Iteration 27Q: 3 clusters Score -54056.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54066.066406 Penalty: 1862.281860
	Iteration 28Q: 3 clusters Score -54066.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54069.500000 Penalty: 1862.281860
	Iteration 29Q: 3 clusters Score -54069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54074.742188 Penalty: 1862.281860
	Iteration 30Q: 3 clusters Score -54074.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54081.519531 Penalty: 1862.281860
	Iteration 31Q: 3 clusters Score -54081.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54091.398438 Penalty: 1862.281860
	Iteration 32Q: 3 clusters Score -54091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54103.261719 Penalty: 1862.281860
	Iteration 33Q: 3 clusters Score -54103.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54126.921875 Penalty: 1862.281860
	Iteration 34Q: 3 clusters Score -54126.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54141.472656 Penalty: 1862.281860
	Iteration 35Q: 3 clusters Score -54141.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54172.601562 Penalty: 1862.281860
	Iteration 36Q: 3 clusters Score -54172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54208.039062 Penalty: 1862.281860
	Iteration 37Q: 3 clusters Score -54208.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54226.875000 Penalty: 1862.281860
	Iteration 38Q: 3 clusters Score -54226.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54233.500000 Penalty: 1862.281860
	Iteration 39Q: 3 clusters Score -54233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54240.703125 Penalty: 1862.281860
	Iteration 40F: 3 clusters Score -54240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 120115 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Entering Unmasked Estep 
Score: -110682672.000000 Penalty: 49351.468750
Splitting cluster 8 changes total score from -110645856.000000 to -110682672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (120115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Entering Unmasked Estep 
Score: -13848742.000000 Penalty: 1740.395386
	Iteration 0F: 2 clusters Score -1.384874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -13780702.000000 Penalty: 3480.790771
	Iteration 0F: 3 clusters Score -1.37807e+07 nChanged 57142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -13813537.000000 Penalty: 3480.790771
	Iteration 1F: 3 clusters Score -1.381354e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -13814567.000000 Penalty: 3480.790771
	Iteration 2Q: 3 clusters Score -1.381457e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -13816208.000000 Penalty: 3480.790771
	Iteration 3Q: 3 clusters Score -1.381621e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -13819086.000000 Penalty: 3480.790771
	Iteration 4Q: 3 clusters Score -1.381909e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -13824634.000000 Penalty: 3480.790771
	Iteration 5F: 3 clusters Score -1.382463e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -13835087.000000 Penalty: 3480.790771
	Iteration 6F: 3 clusters Score -1.383509e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -13851365.000000 Penalty: 3480.790771
	Iteration 7F: 3 clusters Score -1.385136e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -13868809.000000 Penalty: 3480.790771
	Iteration 8F: 3 clusters Score -1.386881e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -13876660.000000 Penalty: 3480.790771
	Iteration 9F: 3 clusters Score -1.387666e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -13878199.000000 Penalty: 3480.790771
	Iteration 10Q: 3 clusters Score -1.38782e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -13878606.000000 Penalty: 3480.790771
	Iteration 11Q: 3 clusters Score -1.387861e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -13878700.000000 Penalty: 3480.790771
	Iteration 12Q: 3 clusters Score -1.38787e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -13878810.000000 Penalty: 3480.790771
	Iteration 13Q: 3 clusters Score -1.387881e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -13878863.000000 Penalty: 3480.790771
	Iteration 14Q: 3 clusters Score -1.387886e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -13878946.000000 Penalty: 3480.790771
	Iteration 15Q: 3 clusters Score -1.387895e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -13878999.000000 Penalty: 3480.790771
	Iteration 16Q: 3 clusters Score -1.3879e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -13879057.000000 Penalty: 3480.790771
	Iteration 17Q: 3 clusters Score -1.387906e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -13879118.000000 Penalty: 3480.790771
	Iteration 18Q: 3 clusters Score -1.387912e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -13879191.000000 Penalty: 3480.790771
	Iteration 19Q: 3 clusters Score -1.387919e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -13879197.000000 Penalty: 3480.790771
	Iteration 20F: 3 clusters Score -1.38792e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -13879240.000000 Penalty: 3480.790771
	Iteration 21Q: 3 clusters Score -1.387924e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -13879257.000000 Penalty: 3480.790771
	Iteration 22Q: 3 clusters Score -1.387926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -13879237.000000 Penalty: 3480.790771
	Iteration 23Q: 3 clusters Score -1.387924e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -13879249.000000 Penalty: 3480.790771
	Iteration 24Q: 3 clusters Score -1.387925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -13879256.000000 Penalty: 3480.790771
	Iteration 25Q: 3 clusters Score -1.387926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -13879244.000000 Penalty: 3480.790771
	Iteration 26Q: 3 clusters Score -1.387924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -13879224.000000 Penalty: 3480.790771
	Iteration 27Q: 3 clusters Score -1.387922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -13879239.000000 Penalty: 3480.790771
	Iteration 28Q: 3 clusters Score -1.387924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -13879251.000000 Penalty: 3480.790771
	Iteration 29Q: 3 clusters Score -1.387925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -13879253.000000 Penalty: 3480.790771
	Iteration 30Q: 3 clusters Score -1.387925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -13879264.000000 Penalty: 3480.790771
	Iteration 31Q: 3 clusters Score -1.387926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -13879261.000000 Penalty: 3480.790771
	Iteration 32Q: 3 clusters Score -1.387926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -13879258.000000 Penalty: 3480.790771
	Iteration 33Q: 3 clusters Score -1.387926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -13879251.000000 Penalty: 3480.790771
	Iteration 34Q: 3 clusters Score -1.387925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -13879253.000000 Penalty: 3480.790771
	Iteration 35Q: 3 clusters Score -1.387925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -13879245.000000 Penalty: 3480.790771
	Iteration 36Q: 3 clusters Score -1.387924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -13879248.000000 Penalty: 3480.790771
	Iteration 37Q: 3 clusters Score -1.387925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -13879246.000000 Penalty: 3480.790771
	Iteration 38Q: 3 clusters Score -1.387925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -13879253.000000 Penalty: 3480.790771
	Iteration 39Q: 3 clusters Score -1.387925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -13879253.000000 Penalty: 3480.790771
	Iteration 40F: 3 clusters Score -1.387925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Entering Unmasked Estep 
Score: -110713696.000000 Penalty: 51407.781250
Splitting cluster 9 changes total score from -110645856.000000 to -110713696.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (21470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Entering Unmasked Estep 
Score: -2285647.250000 Penalty: 1484.192505
	Iteration 0F: 2 clusters Score -2285647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2271744.750000 Penalty: 2968.385010
	Iteration 0F: 3 clusters Score -2271745 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2278627.750000 Penalty: 2968.385010
	Iteration 1F: 3 clusters Score -2278628 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2281631.750000 Penalty: 2968.385010
	Iteration 2F: 3 clusters Score -2281632 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2285595.250000 Penalty: 2968.385010
	Iteration 3F: 3 clusters Score -2285595 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2289524.250000 Penalty: 2968.385010
	Iteration 4F: 3 clusters Score -2289524 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2291648.500000 Penalty: 2968.385010
	Iteration 5F: 3 clusters Score -2291648 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2292232.000000 Penalty: 2968.385010
	Iteration 6Q: 3 clusters Score -2292232 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2292386.750000 Penalty: 2968.385010
	Iteration 7Q: 3 clusters Score -2292387 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2292436.000000 Penalty: 2968.385010
	Iteration 8Q: 3 clusters Score -2292436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2292436.500000 Penalty: 2968.385010
	Iteration 9Q: 3 clusters Score -2292436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2292439.500000 Penalty: 2968.385010
	Iteration 10Q: 3 clusters Score -2292440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2292457.250000 Penalty: 2968.385010
	Iteration 11Q: 3 clusters Score -2292457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2292459.250000 Penalty: 2968.385010
	Iteration 12Q: 3 clusters Score -2292459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2292461.250000 Penalty: 2968.385010
	Iteration 13Q: 3 clusters Score -2292461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2292462.250000 Penalty: 2968.385010
	Iteration 14Q: 3 clusters Score -2292462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2292457.750000 Penalty: 2968.385010
	Iteration 15Q: 3 clusters Score -2292458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2292460.250000 Penalty: 2968.385010
	Iteration 16Q: 3 clusters Score -2292460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2292461.500000 Penalty: 2968.385010
	Iteration 17Q: 3 clusters Score -2292462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2292463.750000 Penalty: 2968.385010
	Iteration 18Q: 3 clusters Score -2292464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2292462.250000 Penalty: 2968.385010
	Iteration 19Q: 3 clusters Score -2292462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2292468.750000 Penalty: 2968.385010
	Iteration 20F: 3 clusters Score -2292469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Entering Unmasked Estep 
Score: -110719992.000000 Penalty: 53464.089844
Splitting cluster 10 changes total score from -110645856.000000 to -110719992.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (26987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Entering Unmasked Estep 
Score: -2946128.500000 Penalty: 1518.222900
	Iteration 0F: 2 clusters Score -2946128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2928470.500000 Penalty: 3036.445801
	Iteration 0F: 3 clusters Score -2928470 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2935601.250000 Penalty: 3036.445801
	Iteration 1F: 3 clusters Score -2935601 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2936667.250000 Penalty: 3036.445801
	Iteration 2F: 3 clusters Score -2936667 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2937829.750000 Penalty: 3036.445801
	Iteration 3F: 3 clusters Score -2937830 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2939081.500000 Penalty: 3036.445801
	Iteration 4F: 3 clusters Score -2939082 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2940207.000000 Penalty: 3036.445801
	Iteration 5F: 3 clusters Score -2940207 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2941215.000000 Penalty: 3036.445801
	Iteration 6F: 3 clusters Score -2941215 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2941960.750000 Penalty: 3036.445801
	Iteration 7Q: 3 clusters Score -2941961 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2942430.500000 Penalty: 3036.445801
	Iteration 8Q: 3 clusters Score -2942430 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2942702.000000 Penalty: 3036.445801
	Iteration 9Q: 3 clusters Score -2942702 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2942901.500000 Penalty: 3036.445801
	Iteration 10Q: 3 clusters Score -2942902 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2943010.500000 Penalty: 3036.445801
	Iteration 11Q: 3 clusters Score -2943010 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2943113.250000 Penalty: 3036.445801
	Iteration 12Q: 3 clusters Score -2943113 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2943181.250000 Penalty: 3036.445801
	Iteration 13Q: 3 clusters Score -2943181 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2943254.000000 Penalty: 3036.445801
	Iteration 14Q: 3 clusters Score -2943254 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2943325.000000 Penalty: 3036.445801
	Iteration 15Q: 3 clusters Score -2943325 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2943383.500000 Penalty: 3036.445801
	Iteration 16Q: 3 clusters Score -2943384 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2943477.500000 Penalty: 3036.445801
	Iteration 17Q: 3 clusters Score -2943478 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2943546.500000 Penalty: 3036.445801
	Iteration 18Q: 3 clusters Score -2943546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2943602.500000 Penalty: 3036.445801
	Iteration 19Q: 3 clusters Score -2943602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2943681.000000 Penalty: 3036.445801
	Iteration 20F: 3 clusters Score -2943681 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2943746.000000 Penalty: 3036.445801
	Iteration 21Q: 3 clusters Score -2943746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2943793.000000 Penalty: 3036.445801
	Iteration 22Q: 3 clusters Score -2943793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2943840.500000 Penalty: 3036.445801
	Iteration 23Q: 3 clusters Score -2943840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2943885.250000 Penalty: 3036.445801
	Iteration 24Q: 3 clusters Score -2943885 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2943951.750000 Penalty: 3036.445801
	Iteration 25Q: 3 clusters Score -2943952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2944000.750000 Penalty: 3036.445801
	Iteration 26Q: 3 clusters Score -2944001 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2944065.250000 Penalty: 3036.445801
	Iteration 27Q: 3 clusters Score -2944065 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2944114.750000 Penalty: 3036.445801
	Iteration 28Q: 3 clusters Score -2944115 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2944163.250000 Penalty: 3036.445801
	Iteration 29Q: 3 clusters Score -2944163 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2944253.250000 Penalty: 3036.445801
	Iteration 30Q: 3 clusters Score -2944253 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2944341.000000 Penalty: 3036.445801
	Iteration 31Q: 3 clusters Score -2944341 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2944446.750000 Penalty: 3036.445801
	Iteration 32Q: 3 clusters Score -2944447 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2944611.000000 Penalty: 3036.445801
	Iteration 33Q: 3 clusters Score -2944611 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2944790.000000 Penalty: 3036.445801
	Iteration 34Q: 3 clusters Score -2944790 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2944970.250000 Penalty: 3036.445801
	Iteration 35Q: 3 clusters Score -2944970 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2945135.500000 Penalty: 3036.445801
	Iteration 36Q: 3 clusters Score -2945136 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2945342.750000 Penalty: 3036.445801
	Iteration 37Q: 3 clusters Score -2945343 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2945514.250000 Penalty: 3036.445801
	Iteration 38Q: 3 clusters Score -2945514 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2945673.500000 Penalty: 3036.445801
	Iteration 39Q: 3 clusters Score -2945674 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2945834.000000 Penalty: 3036.445801
	Iteration 40F: 3 clusters Score -2945834 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2945962.250000 Penalty: 3036.445801
	Iteration 41Q: 3 clusters Score -2945962 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2946085.250000 Penalty: 3036.445801
	Iteration 42Q: 3 clusters Score -2946085 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2946200.500000 Penalty: 3036.445801
	Iteration 43Q: 3 clusters Score -2946200 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2946321.000000 Penalty: 3036.445801
	Iteration 44Q: 3 clusters Score -2946321 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2946415.750000 Penalty: 3036.445801
	Iteration 45Q: 3 clusters Score -2946416 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2946546.500000 Penalty: 3036.445801
	Iteration 46Q: 3 clusters Score -2946546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2946664.000000 Penalty: 3036.445801
	Iteration 47Q: 3 clusters Score -2946664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2946818.750000 Penalty: 3036.445801
	Iteration 48Q: 3 clusters Score -2946819 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2946969.250000 Penalty: 3036.445801
	Iteration 49Q: 3 clusters Score -2946969 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2947139.000000 Penalty: 3036.445801
	Iteration 50Q: 3 clusters Score -2947139 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2947270.000000 Penalty: 3036.445801
	Iteration 51Q: 3 clusters Score -2947270 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2947361.500000 Penalty: 3036.445801
	Iteration 52Q: 3 clusters Score -2947362 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2947410.000000 Penalty: 3036.445801
	Iteration 53Q: 3 clusters Score -2947410 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2947443.000000 Penalty: 3036.445801
	Iteration 54Q: 3 clusters Score -2947443 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2947478.750000 Penalty: 3036.445801
	Iteration 55Q: 3 clusters Score -2947479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2947510.750000 Penalty: 3036.445801
	Iteration 56Q: 3 clusters Score -2947511 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2947515.250000 Penalty: 3036.445801
	Iteration 57Q: 3 clusters Score -2947515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2947523.000000 Penalty: 3036.445801
	Iteration 58Q: 3 clusters Score -2947523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2947533.750000 Penalty: 3036.445801
	Iteration 59Q: 3 clusters Score -2947534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2947542.500000 Penalty: 3036.445801
	Iteration 60F: 3 clusters Score -2947542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2947545.250000 Penalty: 3036.445801
	Iteration 61Q: 3 clusters Score -2947545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2947548.000000 Penalty: 3036.445801
	Iteration 62Q: 3 clusters Score -2947548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2947552.000000 Penalty: 3036.445801
	Iteration 63Q: 3 clusters Score -2947552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2947558.250000 Penalty: 3036.445801
	Iteration 64Q: 3 clusters Score -2947558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2947560.750000 Penalty: 3036.445801
	Iteration 65Q: 3 clusters Score -2947561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2947561.500000 Penalty: 3036.445801
	Iteration 66Q: 3 clusters Score -2947562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2947561.750000 Penalty: 3036.445801
	Iteration 67Q: 3 clusters Score -2947562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2947569.000000 Penalty: 3036.445801
	Iteration 68Q: 3 clusters Score -2947569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2947564.000000 Penalty: 3036.445801
	Iteration 69Q: 3 clusters Score -2947564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2947563.250000 Penalty: 3036.445801
	Iteration 70Q: 3 clusters Score -2947563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2947561.500000 Penalty: 3036.445801
	Iteration 71Q: 3 clusters Score -2947562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2947564.750000 Penalty: 3036.445801
	Iteration 72Q: 3 clusters Score -2947565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2947564.750000 Penalty: 3036.445801
	Iteration 73Q: 3 clusters Score -2947565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2947564.750000 Penalty: 3036.445801
	Iteration 74F: 3 clusters Score -2947565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 65232 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Entering Unmasked Estep 
Score: -110721120.000000 Penalty: 55520.402344
Splitting cluster 11 changes total score from -110645856.000000 to -110721120.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (65232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Entering Unmasked Estep 
Score: -7249684.000000 Penalty: 1649.553101
	Iteration 0F: 2 clusters Score -7249684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -7207042.500000 Penalty: 3299.106201
	Iteration 0F: 3 clusters Score -7207042 nChanged 30494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -7224201.500000 Penalty: 3299.106201
	Iteration 1F: 3 clusters Score -7224202 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7224969.000000 Penalty: 3299.106201
	Iteration 2Q: 3 clusters Score -7224969 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -7225897.500000 Penalty: 3299.106201
	Iteration 3Q: 3 clusters Score -7225898 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7227254.000000 Penalty: 3299.106201
	Iteration 4Q: 3 clusters Score -7227254 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -7229736.500000 Penalty: 3299.106201
	Iteration 5F: 3 clusters Score -7229736 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -7233592.500000 Penalty: 3299.106201
	Iteration 6F: 3 clusters Score -7233592 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7238639.500000 Penalty: 3299.106201
	Iteration 7F: 3 clusters Score -7238640 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7242969.500000 Penalty: 3299.106201
	Iteration 8F: 3 clusters Score -7242970 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -7245773.500000 Penalty: 3299.106201
	Iteration 9F: 3 clusters Score -7245774 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -7247476.000000 Penalty: 3299.106201
	Iteration 10Q: 3 clusters Score -7247476 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -7248592.500000 Penalty: 3299.106201
	Iteration 11Q: 3 clusters Score -7248592 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -7249542.000000 Penalty: 3299.106201
	Iteration 12Q: 3 clusters Score -7249542 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -7250231.500000 Penalty: 3299.106201
	Iteration 13Q: 3 clusters Score -7250232 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -7250710.000000 Penalty: 3299.106201
	Iteration 14Q: 3 clusters Score -7250710 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -7251183.500000 Penalty: 3299.106201
	Iteration 15Q: 3 clusters Score -7251184 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -7251575.500000 Penalty: 3299.106201
	Iteration 16Q: 3 clusters Score -7251576 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -7251901.500000 Penalty: 3299.106201
	Iteration 17Q: 3 clusters Score -7251902 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -7252145.000000 Penalty: 3299.106201
	Iteration 18Q: 3 clusters Score -7252145 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -7252425.500000 Penalty: 3299.106201
	Iteration 19Q: 3 clusters Score -7252426 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -7252559.500000 Penalty: 3299.106201
	Iteration 20F: 3 clusters Score -7252560 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -7252732.000000 Penalty: 3299.106201
	Iteration 21Q: 3 clusters Score -7252732 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -7252894.000000 Penalty: 3299.106201
	Iteration 22Q: 3 clusters Score -7252894 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -7252965.000000 Penalty: 3299.106201
	Iteration 23Q: 3 clusters Score -7252965 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -7253074.500000 Penalty: 3299.106201
	Iteration 24Q: 3 clusters Score -7253074 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -7253147.500000 Penalty: 3299.106201
	Iteration 25Q: 3 clusters Score -7253148 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -7253210.000000 Penalty: 3299.106201
	Iteration 26Q: 3 clusters Score -7253210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -7253291.000000 Penalty: 3299.106201
	Iteration 27Q: 3 clusters Score -7253291 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -7253342.500000 Penalty: 3299.106201
	Iteration 28Q: 3 clusters Score -7253342 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -7253407.500000 Penalty: 3299.106201
	Iteration 29Q: 3 clusters Score -7253408 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7253491.000000 Penalty: 3299.106201
	Iteration 30Q: 3 clusters Score -7253491 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -7253527.500000 Penalty: 3299.106201
	Iteration 31Q: 3 clusters Score -7253528 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -7253577.500000 Penalty: 3299.106201
	Iteration 32Q: 3 clusters Score -7253578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -7253584.000000 Penalty: 3299.106201
	Iteration 33Q: 3 clusters Score -7253584 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -7253596.000000 Penalty: 3299.106201
	Iteration 34Q: 3 clusters Score -7253596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7253606.500000 Penalty: 3299.106201
	Iteration 35Q: 3 clusters Score -7253606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -7253614.500000 Penalty: 3299.106201
	Iteration 36Q: 3 clusters Score -7253614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -7253639.500000 Penalty: 3299.106201
	Iteration 37Q: 3 clusters Score -7253640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -7253659.500000 Penalty: 3299.106201
	Iteration 38Q: 3 clusters Score -7253660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -7253670.000000 Penalty: 3299.106201
	Iteration 39Q: 3 clusters Score -7253670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7253689.500000 Penalty: 3299.106201
	Iteration 40F: 3 clusters Score -7253690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -7253701.500000 Penalty: 3299.106201
	Iteration 41Q: 3 clusters Score -7253702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7253732.000000 Penalty: 3299.106201
	Iteration 42Q: 3 clusters Score -7253732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -7253733.000000 Penalty: 3299.106201
	Iteration 43Q: 3 clusters Score -7253733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7253733.500000 Penalty: 3299.106201
	Iteration 44Q: 3 clusters Score -7253734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -7253731.500000 Penalty: 3299.106201
	Iteration 45Q: 3 clusters Score -7253732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -7253732.500000 Penalty: 3299.106201
	Iteration 46Q: 3 clusters Score -7253732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7253744.500000 Penalty: 3299.106201
	Iteration 47Q: 3 clusters Score -7253744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -7253735.000000 Penalty: 3299.106201
	Iteration 48Q: 3 clusters Score -7253735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -7253746.500000 Penalty: 3299.106201
	Iteration 49Q: 3 clusters Score -7253746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -7253768.000000 Penalty: 3299.106201
	Iteration 50Q: 3 clusters Score -7253768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7253754.000000 Penalty: 3299.106201
	Iteration 51Q: 3 clusters Score -7253754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -7253765.000000 Penalty: 3299.106201
	Iteration 52Q: 3 clusters Score -7253765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7253751.000000 Penalty: 3299.106201
	Iteration 53Q: 3 clusters Score -7253751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -7253747.000000 Penalty: 3299.106201
	Iteration 54Q: 3 clusters Score -7253747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -7253763.000000 Penalty: 3299.106201
	Iteration 55Q: 3 clusters Score -7253763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7253751.500000 Penalty: 3299.106201
	Iteration 56Q: 3 clusters Score -7253752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -7253755.000000 Penalty: 3299.106201
	Iteration 57Q: 3 clusters Score -7253755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -7253766.000000 Penalty: 3299.106201
	Iteration 58Q: 3 clusters Score -7253766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7253756.500000 Penalty: 3299.106201
	Iteration 59Q: 3 clusters Score -7253756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -7253753.000000 Penalty: 3299.106201
	Iteration 60F: 3 clusters Score -7253753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -7253756.500000 Penalty: 3299.106201
	Iteration 61Q: 3 clusters Score -7253756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -7253757.000000 Penalty: 3299.106201
	Iteration 62Q: 3 clusters Score -7253757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -7253758.500000 Penalty: 3299.106201
	Iteration 63Q: 3 clusters Score -7253758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7253749.000000 Penalty: 3299.106201
	Iteration 64Q: 3 clusters Score -7253749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -7253763.000000 Penalty: 3299.106201
	Iteration 65Q: 3 clusters Score -7253763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -7253763.500000 Penalty: 3299.106201
	Iteration 66Q: 3 clusters Score -7253764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -7253765.000000 Penalty: 3299.106201
	Iteration 67Q: 3 clusters Score -7253765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -7253764.000000 Penalty: 3299.106201
	Iteration 68Q: 3 clusters Score -7253764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -7253764.500000 Penalty: 3299.106201
	Iteration 69Q: 3 clusters Score -7253764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7253765.000000 Penalty: 3299.106201
	Iteration 70Q: 3 clusters Score -7253765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -7253758.000000 Penalty: 3299.106201
	Iteration 71Q: 3 clusters Score -7253758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -7253757.000000 Penalty: 3299.106201
	Iteration 72Q: 3 clusters Score -7253757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -7253764.000000 Penalty: 3299.106201
	Iteration 73Q: 3 clusters Score -7253764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7253762.000000 Penalty: 3299.106201
	Iteration 74Q: 3 clusters Score -7253762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7253758.000000 Penalty: 3299.106201
	Iteration 75Q: 3 clusters Score -7253758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -7253765.000000 Penalty: 3299.106201
	Iteration 76Q: 3 clusters Score -7253765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7253762.000000 Penalty: 3299.106201
	Iteration 77Q: 3 clusters Score -7253762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7253765.000000 Penalty: 3299.106201
	Iteration 78Q: 3 clusters Score -7253765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7253755.000000 Penalty: 3299.106201
	Iteration 79Q: 3 clusters Score -7253755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -7253763.000000 Penalty: 3299.106201
	Iteration 80F: 3 clusters Score -7253763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -7253759.000000 Penalty: 3299.106201
	Iteration 81Q: 3 clusters Score -7253759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7253762.000000 Penalty: 3299.106201
	Iteration 82Q: 3 clusters Score -7253762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -7253756.500000 Penalty: 3299.106201
	Iteration 83Q: 3 clusters Score -7253756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -7253760.500000 Penalty: 3299.106201
	Iteration 84Q: 3 clusters Score -7253760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -7253758.500000 Penalty: 3299.106201
	Iteration 85Q: 3 clusters Score -7253758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -7253763.500000 Penalty: 3299.106201
	Iteration 86Q: 3 clusters Score -7253764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -7253762.000000 Penalty: 3299.106201
	Iteration 87Q: 3 clusters Score -7253762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -7253758.000000 Penalty: 3299.106201
	Iteration 88Q: 3 clusters Score -7253758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -7253758.000000 Penalty: 3299.106201
	Iteration 89F: 3 clusters Score -7253758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Entering Unmasked Estep 
Score: -110724896.000000 Penalty: 57576.714844
Splitting cluster 12 changes total score from -110645856.000000 to -110724896.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (88997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Entering Unmasked Estep 
Score: -9835925.000000 Penalty: 1695.778076
	Iteration 0F: 2 clusters Score -9835925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -9778984.000000 Penalty: 3391.556152
	Iteration 0F: 3 clusters Score -9778984 nChanged 41877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -9804582.000000 Penalty: 3391.556152
	Iteration 1F: 3 clusters Score -9804582 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9807468.000000 Penalty: 3391.556152
	Iteration 2F: 3 clusters Score -9807468 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9811176.000000 Penalty: 3391.556152
	Iteration 3F: 3 clusters Score -9811176 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -9815201.000000 Penalty: 3391.556152
	Iteration 4F: 3 clusters Score -9815201 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -9819160.000000 Penalty: 3391.556152
	Iteration 5F: 3 clusters Score -9819160 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -9822488.000000 Penalty: 3391.556152
	Iteration 6F: 3 clusters Score -9822488 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -9825123.000000 Penalty: 3391.556152
	Iteration 7Q: 3 clusters Score -9825123 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -9826866.000000 Penalty: 3391.556152
	Iteration 8Q: 3 clusters Score -9826866 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9828039.000000 Penalty: 3391.556152
	Iteration 9Q: 3 clusters Score -9828039 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -9828907.000000 Penalty: 3391.556152
	Iteration 10Q: 3 clusters Score -9828907 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -9829520.000000 Penalty: 3391.556152
	Iteration 11Q: 3 clusters Score -9829520 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -9830058.000000 Penalty: 3391.556152
	Iteration 12Q: 3 clusters Score -9830058 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -9830533.000000 Penalty: 3391.556152
	Iteration 13Q: 3 clusters Score -9830533 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -9831027.000000 Penalty: 3391.556152
	Iteration 14Q: 3 clusters Score -9831027 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -9831536.000000 Penalty: 3391.556152
	Iteration 15Q: 3 clusters Score -9831536 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -9832043.000000 Penalty: 3391.556152
	Iteration 16Q: 3 clusters Score -9832043 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -9832519.000000 Penalty: 3391.556152
	Iteration 17Q: 3 clusters Score -9832519 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -9832963.000000 Penalty: 3391.556152
	Iteration 18Q: 3 clusters Score -9832963 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -9833495.000000 Penalty: 3391.556152
	Iteration 19Q: 3 clusters Score -9833495 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -9834026.000000 Penalty: 3391.556152
	Iteration 20F: 3 clusters Score -9834026 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -9834678.000000 Penalty: 3391.556152
	Iteration 21Q: 3 clusters Score -9834678 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -9835236.000000 Penalty: 3391.556152
	Iteration 22Q: 3 clusters Score -9835236 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -9835734.000000 Penalty: 3391.556152
	Iteration 23Q: 3 clusters Score -9835734 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -9836029.000000 Penalty: 3391.556152
	Iteration 24Q: 3 clusters Score -9836029 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -9836226.000000 Penalty: 3391.556152
	Iteration 25Q: 3 clusters Score -9836226 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -9836371.000000 Penalty: 3391.556152
	Iteration 26Q: 3 clusters Score -9836371 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -9836443.000000 Penalty: 3391.556152
	Iteration 27Q: 3 clusters Score -9836443 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -9836502.000000 Penalty: 3391.556152
	Iteration 28Q: 3 clusters Score -9836502 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -9836549.000000 Penalty: 3391.556152
	Iteration 29Q: 3 clusters Score -9836549 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -9836618.000000 Penalty: 3391.556152
	Iteration 30Q: 3 clusters Score -9836618 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -9836658.000000 Penalty: 3391.556152
	Iteration 31Q: 3 clusters Score -9836658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -9836684.000000 Penalty: 3391.556152
	Iteration 32Q: 3 clusters Score -9836684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -9836720.000000 Penalty: 3391.556152
	Iteration 33Q: 3 clusters Score -9836720 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -9836722.000000 Penalty: 3391.556152
	Iteration 34Q: 3 clusters Score -9836722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -9836769.000000 Penalty: 3391.556152
	Iteration 35Q: 3 clusters Score -9836769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -9836814.000000 Penalty: 3391.556152
	Iteration 36Q: 3 clusters Score -9836814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -9836844.000000 Penalty: 3391.556152
	Iteration 37Q: 3 clusters Score -9836844 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -9836862.000000 Penalty: 3391.556152
	Iteration 38Q: 3 clusters Score -9836862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -9836867.000000 Penalty: 3391.556152
	Iteration 39Q: 3 clusters Score -9836867 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -9836877.000000 Penalty: 3391.556152
	Iteration 40F: 3 clusters Score -9836877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -9836875.000000 Penalty: 3391.556152
	Iteration 41Q: 3 clusters Score -9836875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -9836894.000000 Penalty: 3391.556152
	Iteration 42Q: 3 clusters Score -9836894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -9836891.000000 Penalty: 3391.556152
	Iteration 43Q: 3 clusters Score -9836891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -9836891.000000 Penalty: 3391.556152
	Iteration 44Q: 3 clusters Score -9836891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -9836891.000000 Penalty: 3391.556152
	Iteration 45Q: 3 clusters Score -9836891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -9836894.000000 Penalty: 3391.556152
	Iteration 46Q: 3 clusters Score -9836894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -9836913.000000 Penalty: 3391.556152
	Iteration 47Q: 3 clusters Score -9836913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -9836920.000000 Penalty: 3391.556152
	Iteration 48Q: 3 clusters Score -9836920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -9836919.000000 Penalty: 3391.556152
	Iteration 49Q: 3 clusters Score -9836919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -9836929.000000 Penalty: 3391.556152
	Iteration 50Q: 3 clusters Score -9836929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -9836935.000000 Penalty: 3391.556152
	Iteration 51Q: 3 clusters Score -9836935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -9836929.000000 Penalty: 3391.556152
	Iteration 52Q: 3 clusters Score -9836929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -9836940.000000 Penalty: 3391.556152
	Iteration 53Q: 3 clusters Score -9836940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -9836937.000000 Penalty: 3391.556152
	Iteration 54Q: 3 clusters Score -9836937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -9836916.000000 Penalty: 3391.556152
	Iteration 55Q: 3 clusters Score -9836916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -9836914.000000 Penalty: 3391.556152
	Iteration 56Q: 3 clusters Score -9836914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -9836905.000000 Penalty: 3391.556152
	Iteration 57Q: 3 clusters Score -9836905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -9836900.000000 Penalty: 3391.556152
	Iteration 58Q: 3 clusters Score -9836900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -9836909.000000 Penalty: 3391.556152
	Iteration 59Q: 3 clusters Score -9836909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -9836903.000000 Penalty: 3391.556152
	Iteration 60F: 3 clusters Score -9836903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -9836913.000000 Penalty: 3391.556152
	Iteration 61Q: 3 clusters Score -9836913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -9836931.000000 Penalty: 3391.556152
	Iteration 62Q: 3 clusters Score -9836931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -9836938.000000 Penalty: 3391.556152
	Iteration 63Q: 3 clusters Score -9836938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -9836928.000000 Penalty: 3391.556152
	Iteration 64Q: 3 clusters Score -9836928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -9836954.000000 Penalty: 3391.556152
	Iteration 65Q: 3 clusters Score -9836954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -9836961.000000 Penalty: 3391.556152
	Iteration 66Q: 3 clusters Score -9836961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -9836977.000000 Penalty: 3391.556152
	Iteration 67Q: 3 clusters Score -9836977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -9836964.000000 Penalty: 3391.556152
	Iteration 68Q: 3 clusters Score -9836964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -9836959.000000 Penalty: 3391.556152
	Iteration 69Q: 3 clusters Score -9836959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -9836965.000000 Penalty: 3391.556152
	Iteration 70Q: 3 clusters Score -9836965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -9836965.000000 Penalty: 3391.556152
	Iteration 71Q: 3 clusters Score -9836965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -9836953.000000 Penalty: 3391.556152
	Iteration 72Q: 3 clusters Score -9836953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -9836951.000000 Penalty: 3391.556152
	Iteration 73Q: 3 clusters Score -9836951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -9836951.000000 Penalty: 3391.556152
	Iteration 74F: 3 clusters Score -9836951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 60453 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Entering Unmasked Estep 
Score: -110725272.000000 Penalty: 59633.023438
Splitting cluster 13 changes total score from -110645856.000000 to -110725272.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (60453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Entering Unmasked Estep 
Score: -6694102.500000 Penalty: 1638.231689
	Iteration 0F: 2 clusters Score -6694102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6654824.000000 Penalty: 3276.463379
	Iteration 0F: 3 clusters Score -6654824 nChanged 28170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6671745.000000 Penalty: 3276.463379
	Iteration 1F: 3 clusters Score -6671745 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -6674684.000000 Penalty: 3276.463379
	Iteration 2F: 3 clusters Score -6674684 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -6678771.000000 Penalty: 3276.463379
	Iteration 3F: 3 clusters Score -6678771 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -6683428.000000 Penalty: 3276.463379
	Iteration 4F: 3 clusters Score -6683428 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -6687175.500000 Penalty: 3276.463379
	Iteration 5F: 3 clusters Score -6687176 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -6689958.000000 Penalty: 3276.463379
	Iteration 6F: 3 clusters Score -6689958 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -6691896.000000 Penalty: 3276.463379
	Iteration 7Q: 3 clusters Score -6691896 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -6693212.000000 Penalty: 3276.463379
	Iteration 8Q: 3 clusters Score -6693212 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -6694138.500000 Penalty: 3276.463379
	Iteration 9Q: 3 clusters Score -6694138 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6694800.500000 Penalty: 3276.463379
	Iteration 10Q: 3 clusters Score -6694800 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6695286.500000 Penalty: 3276.463379
	Iteration 11Q: 3 clusters Score -6695286 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -6695671.500000 Penalty: 3276.463379
	Iteration 12Q: 3 clusters Score -6695672 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -6695991.000000 Penalty: 3276.463379
	Iteration 13Q: 3 clusters Score -6695991 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6696262.500000 Penalty: 3276.463379
	Iteration 14Q: 3 clusters Score -6696262 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6696499.000000 Penalty: 3276.463379
	Iteration 15Q: 3 clusters Score -6696499 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6696727.500000 Penalty: 3276.463379
	Iteration 16Q: 3 clusters Score -6696728 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6696884.500000 Penalty: 3276.463379
	Iteration 17Q: 3 clusters Score -6696884 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -6697021.500000 Penalty: 3276.463379
	Iteration 18Q: 3 clusters Score -6697022 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -6697117.500000 Penalty: 3276.463379
	Iteration 19Q: 3 clusters Score -6697118 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -6697201.000000 Penalty: 3276.463379
	Iteration 20F: 3 clusters Score -6697201 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6697296.500000 Penalty: 3276.463379
	Iteration 21Q: 3 clusters Score -6697296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -6697378.000000 Penalty: 3276.463379
	Iteration 22Q: 3 clusters Score -6697378 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -6697459.000000 Penalty: 3276.463379
	Iteration 23Q: 3 clusters Score -6697459 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -6697571.000000 Penalty: 3276.463379
	Iteration 24Q: 3 clusters Score -6697571 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -6697660.000000 Penalty: 3276.463379
	Iteration 25Q: 3 clusters Score -6697660 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -6697742.500000 Penalty: 3276.463379
	Iteration 26Q: 3 clusters Score -6697742 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -6697830.000000 Penalty: 3276.463379
	Iteration 27Q: 3 clusters Score -6697830 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6697998.000000 Penalty: 3276.463379
	Iteration 28Q: 3 clusters Score -6697998 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -6698246.500000 Penalty: 3276.463379
	Iteration 29Q: 3 clusters Score -6698246 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -6698599.500000 Penalty: 3276.463379
	Iteration 30Q: 3 clusters Score -6698600 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -6698977.500000 Penalty: 3276.463379
	Iteration 31Q: 3 clusters Score -6698978 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -6699318.500000 Penalty: 3276.463379
	Iteration 32Q: 3 clusters Score -6699318 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -6699615.500000 Penalty: 3276.463379
	Iteration 33Q: 3 clusters Score -6699616 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6699849.000000 Penalty: 3276.463379
	Iteration 34Q: 3 clusters Score -6699849 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -6699981.500000 Penalty: 3276.463379
	Iteration 35Q: 3 clusters Score -6699982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -6700117.500000 Penalty: 3276.463379
	Iteration 36Q: 3 clusters Score -6700118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -6700217.500000 Penalty: 3276.463379
	Iteration 37Q: 3 clusters Score -6700218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -6700248.000000 Penalty: 3276.463379
	Iteration 38Q: 3 clusters Score -6700248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6700270.000000 Penalty: 3276.463379
	Iteration 39Q: 3 clusters Score -6700270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -6700448.500000 Penalty: 3276.463379
	Iteration 40F: 3 clusters Score -6700448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -6700476.000000 Penalty: 3276.463379
	Iteration 41Q: 3 clusters Score -6700476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -6700467.000000 Penalty: 3276.463379
	Iteration 42Q: 3 clusters Score -6700467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -6700473.000000 Penalty: 3276.463379
	Iteration 43Q: 3 clusters Score -6700473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -6700488.500000 Penalty: 3276.463379
	Iteration 44Q: 3 clusters Score -6700488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -6700485.500000 Penalty: 3276.463379
	Iteration 45Q: 3 clusters Score -6700486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -6700484.500000 Penalty: 3276.463379
	Iteration 46Q: 3 clusters Score -6700484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -6700479.500000 Penalty: 3276.463379
	Iteration 47Q: 3 clusters Score -6700480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -6700480.500000 Penalty: 3276.463379
	Iteration 48Q: 3 clusters Score -6700480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -6700489.500000 Penalty: 3276.463379
	Iteration 49Q: 3 clusters Score -6700490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -6700485.000000 Penalty: 3276.463379
	Iteration 50Q: 3 clusters Score -6700485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -6700491.500000 Penalty: 3276.463379
	Iteration 51Q: 3 clusters Score -6700492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6700488.500000 Penalty: 3276.463379
	Iteration 52Q: 3 clusters Score -6700488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -6700490.000000 Penalty: 3276.463379
	Iteration 53Q: 3 clusters Score -6700490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -6700487.500000 Penalty: 3276.463379
	Iteration 54Q: 3 clusters Score -6700488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -6700484.000000 Penalty: 3276.463379
	Iteration 55Q: 3 clusters Score -6700484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -6700484.500000 Penalty: 3276.463379
	Iteration 56Q: 3 clusters Score -6700484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -6700487.500000 Penalty: 3276.463379
	Iteration 57Q: 3 clusters Score -6700488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -6700487.500000 Penalty: 3276.463379
	Iteration 58F: 3 clusters Score -6700488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 30107 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Entering Unmasked Estep 
Score: -110730936.000000 Penalty: 61689.332031
Splitting cluster 15 changes total score from -110645856.000000 to -110730936.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (30107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Entering Unmasked Estep 
Score: -3304680.250000 Penalty: 1534.502075
	Iteration 0F: 2 clusters Score -3304680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3285216.250000 Penalty: 3069.004150
	Iteration 0F: 3 clusters Score -3285216 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3293264.750000 Penalty: 3069.004150
	Iteration 1F: 3 clusters Score -3293265 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3294972.500000 Penalty: 3069.004150
	Iteration 2F: 3 clusters Score -3294972 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3297590.750000 Penalty: 3069.004150
	Iteration 3F: 3 clusters Score -3297591 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3300847.000000 Penalty: 3069.004150
	Iteration 4F: 3 clusters Score -3300847 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3303417.500000 Penalty: 3069.004150
	Iteration 5F: 3 clusters Score -3303418 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3304828.000000 Penalty: 3069.004150
	Iteration 6F: 3 clusters Score -3304828 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3305568.750000 Penalty: 3069.004150
	Iteration 7Q: 3 clusters Score -3305569 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3306056.250000 Penalty: 3069.004150
	Iteration 8Q: 3 clusters Score -3306056 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3306390.500000 Penalty: 3069.004150
	Iteration 9Q: 3 clusters Score -3306390 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3306641.000000 Penalty: 3069.004150
	Iteration 10Q: 3 clusters Score -3306641 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3306783.000000 Penalty: 3069.004150
	Iteration 11Q: 3 clusters Score -3306783 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3306872.000000 Penalty: 3069.004150
	Iteration 12Q: 3 clusters Score -3306872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3306947.250000 Penalty: 3069.004150
	Iteration 13Q: 3 clusters Score -3306947 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3307031.250000 Penalty: 3069.004150
	Iteration 14Q: 3 clusters Score -3307031 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3307090.250000 Penalty: 3069.004150
	Iteration 15Q: 3 clusters Score -3307090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3307142.250000 Penalty: 3069.004150
	Iteration 16Q: 3 clusters Score -3307142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3307174.750000 Penalty: 3069.004150
	Iteration 17Q: 3 clusters Score -3307175 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3307227.250000 Penalty: 3069.004150
	Iteration 18Q: 3 clusters Score -3307227 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3307252.000000 Penalty: 3069.004150
	Iteration 19Q: 3 clusters Score -3307252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3307276.250000 Penalty: 3069.004150
	Iteration 20F: 3 clusters Score -3307276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3307285.500000 Penalty: 3069.004150
	Iteration 21Q: 3 clusters Score -3307286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3307289.000000 Penalty: 3069.004150
	Iteration 22Q: 3 clusters Score -3307289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3307310.500000 Penalty: 3069.004150
	Iteration 23Q: 3 clusters Score -3307310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3307326.000000 Penalty: 3069.004150
	Iteration 24Q: 3 clusters Score -3307326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3307333.500000 Penalty: 3069.004150
	Iteration 25Q: 3 clusters Score -3307334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3307332.000000 Penalty: 3069.004150
	Iteration 26Q: 3 clusters Score -3307332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3307331.750000 Penalty: 3069.004150
	Iteration 27Q: 3 clusters Score -3307332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3307340.750000 Penalty: 3069.004150
	Iteration 28Q: 3 clusters Score -3307341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3307347.000000 Penalty: 3069.004150
	Iteration 29Q: 3 clusters Score -3307347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3307365.250000 Penalty: 3069.004150
	Iteration 30Q: 3 clusters Score -3307365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3307365.750000 Penalty: 3069.004150
	Iteration 31Q: 3 clusters Score -3307366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3307356.750000 Penalty: 3069.004150
	Iteration 32Q: 3 clusters Score -3307357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3307366.500000 Penalty: 3069.004150
	Iteration 33Q: 3 clusters Score -3307366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3307364.500000 Penalty: 3069.004150
	Iteration 34Q: 3 clusters Score -3307364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3307364.000000 Penalty: 3069.004150
	Iteration 35Q: 3 clusters Score -3307364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3307362.500000 Penalty: 3069.004150
	Iteration 36Q: 3 clusters Score -3307362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3307362.000000 Penalty: 3069.004150
	Iteration 37Q: 3 clusters Score -3307362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3307362.000000 Penalty: 3069.004150
	Iteration 38Q: 3 clusters Score -3307362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3307364.000000 Penalty: 3069.004150
	Iteration 39Q: 3 clusters Score -3307364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3307363.250000 Penalty: 3069.004150
	Iteration 40F: 3 clusters Score -3307363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3307363.500000 Penalty: 3069.004150
	Iteration 41Q: 3 clusters Score -3307364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3307364.000000 Penalty: 3069.004150
	Iteration 42Q: 3 clusters Score -3307364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3307365.250000 Penalty: 3069.004150
	Iteration 43Q: 3 clusters Score -3307365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3307367.250000 Penalty: 3069.004150
	Iteration 44Q: 3 clusters Score -3307367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3307364.000000 Penalty: 3069.004150
	Iteration 45Q: 3 clusters Score -3307364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3307363.750000 Penalty: 3069.004150
	Iteration 46Q: 3 clusters Score -3307364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3307361.500000 Penalty: 3069.004150
	Iteration 47Q: 3 clusters Score -3307362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3307358.500000 Penalty: 3069.004150
	Iteration 48Q: 3 clusters Score -3307358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3307356.750000 Penalty: 3069.004150
	Iteration 49Q: 3 clusters Score -3307357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3307358.750000 Penalty: 3069.004150
	Iteration 50Q: 3 clusters Score -3307359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3307357.750000 Penalty: 3069.004150
	Iteration 51Q: 3 clusters Score -3307358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3307356.250000 Penalty: 3069.004150
	Iteration 52Q: 3 clusters Score -3307356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3307354.500000 Penalty: 3069.004150
	Iteration 53Q: 3 clusters Score -3307354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3307354.500000 Penalty: 3069.004150
	Iteration 54F: 3 clusters Score -3307354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Mstep: Class 31 contains 13392 members 
Entering Unmasked Estep 
Score: -110733208.000000 Penalty: 63745.648438
Splitting cluster 16 changes total score from -110645856.000000 to -110733208.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -187883.156250 Penalty: 1175.007080
	Iteration 0F: 2 clusters Score -187883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -185851.796875 Penalty: 2350.014160
	Iteration 0F: 3 clusters Score -185851.8 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -188694.187500 Penalty: 2350.014160
	Iteration 1F: 3 clusters Score -188694.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193161.046875 Penalty: 2350.014160
	Iteration 2F: 3 clusters Score -193161 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -197646.484375 Penalty: 2350.014160
	Iteration 3F: 3 clusters Score -197646.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -200775.453125 Penalty: 2350.014160
	Iteration 4F: 3 clusters Score -200775.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -202043.296875 Penalty: 2350.014160
	Iteration 5Q: 3 clusters Score -202043.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -202444.406250 Penalty: 2350.014160
	Iteration 6Q: 3 clusters Score -202444.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -202771.796875 Penalty: 2350.014160
	Iteration 7Q: 3 clusters Score -202771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203106.171875 Penalty: 2350.014160
	Iteration 8Q: 3 clusters Score -203106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -203262.453125 Penalty: 2350.014160
	Iteration 9Q: 3 clusters Score -203262.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -203310.328125 Penalty: 2350.014160
	Iteration 10Q: 3 clusters Score -203310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -203340.984375 Penalty: 2350.014160
	Iteration 11Q: 3 clusters Score -203341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -203348.046875 Penalty: 2350.014160
	Iteration 12Q: 3 clusters Score -203348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203349.890625 Penalty: 2350.014160
	Iteration 13Q: 3 clusters Score -203349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203422.968750 Penalty: 2350.014160
	Iteration 14F: 3 clusters Score -203423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203544.640625 Penalty: 2350.014160
	Iteration 15Q: 3 clusters Score -203544.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203595.656250 Penalty: 2350.014160
	Iteration 16Q: 3 clusters Score -203595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -203611.406250 Penalty: 2350.014160
	Iteration 17Q: 3 clusters Score -203611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203611.953125 Penalty: 2350.014160
	Iteration 18Q: 3 clusters Score -203612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -203612.218750 Penalty: 2350.014160
	Iteration 19Q: 3 clusters Score -203612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -203612.218750 Penalty: 2350.014160
	Iteration 20F: 3 clusters Score -203612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 1126 members 
Entering Unmasked Estep 
Score: -110747432.000000 Penalty: 65801.953125
Splitting cluster 17 changes total score from -110645856.000000 to -110747432.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (51795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Entering Unmasked Estep 
Score: -5903199.000000 Penalty: 1615.231323
	Iteration 0F: 2 clusters Score -5903199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -5869427.500000 Penalty: 3230.462646
	Iteration 0F: 3 clusters Score -5869428 nChanged 23971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5884132.500000 Penalty: 3230.462646
	Iteration 1F: 3 clusters Score -5884132 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5889672.000000 Penalty: 3230.462646
	Iteration 2F: 3 clusters Score -5889672 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5900068.000000 Penalty: 3230.462646
	Iteration 3F: 3 clusters Score -5900068 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5908655.000000 Penalty: 3230.462646
	Iteration 4F: 3 clusters Score -5908655 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5912630.500000 Penalty: 3230.462646
	Iteration 5F: 3 clusters Score -5912630 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -5914028.000000 Penalty: 3230.462646
	Iteration 6Q: 3 clusters Score -5914028 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5914932.500000 Penalty: 3230.462646
	Iteration 7Q: 3 clusters Score -5914932 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5916491.500000 Penalty: 3230.462646
	Iteration 8Q: 3 clusters Score -5916492 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -5918978.500000 Penalty: 3230.462646
	Iteration 9Q: 3 clusters Score -5918978 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5920487.500000 Penalty: 3230.462646
	Iteration 10Q: 3 clusters Score -5920488 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5920723.000000 Penalty: 3230.462646
	Iteration 11Q: 3 clusters Score -5920723 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5920762.000000 Penalty: 3230.462646
	Iteration 12Q: 3 clusters Score -5920762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5920753.000000 Penalty: 3230.462646
	Iteration 13Q: 3 clusters Score -5920753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5920752.500000 Penalty: 3230.462646
	Iteration 14Q: 3 clusters Score -5920752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5920757.500000 Penalty: 3230.462646
	Iteration 15Q: 3 clusters Score -5920758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5920756.500000 Penalty: 3230.462646
	Iteration 16Q: 3 clusters Score -5920756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -5920754.000000 Penalty: 3230.462646
	Iteration 17Q: 3 clusters Score -5920754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5920762.500000 Penalty: 3230.462646
	Iteration 18Q: 3 clusters Score -5920762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5920765.500000 Penalty: 3230.462646
	Iteration 19Q: 3 clusters Score -5920766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5920763.500000 Penalty: 3230.462646
	Iteration 20F: 3 clusters Score -5920764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5920766.000000 Penalty: 3230.462646
	Iteration 21Q: 3 clusters Score -5920766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5920764.500000 Penalty: 3230.462646
	Iteration 22Q: 3 clusters Score -5920764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5920763.000000 Penalty: 3230.462646
	Iteration 23Q: 3 clusters Score -5920763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5920767.500000 Penalty: 3230.462646
	Iteration 24Q: 3 clusters Score -5920768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -5920772.500000 Penalty: 3230.462646
	Iteration 25Q: 3 clusters Score -5920772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5920774.500000 Penalty: 3230.462646
	Iteration 26Q: 3 clusters Score -5920774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5920778.500000 Penalty: 3230.462646
	Iteration 27Q: 3 clusters Score -5920778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5920782.500000 Penalty: 3230.462646
	Iteration 28Q: 3 clusters Score -5920782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -5920779.000000 Penalty: 3230.462646
	Iteration 29Q: 3 clusters Score -5920779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5920780.000000 Penalty: 3230.462646
	Iteration 30Q: 3 clusters Score -5920780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -5920783.500000 Penalty: 3230.462646
	Iteration 31Q: 3 clusters Score -5920784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5920788.000000 Penalty: 3230.462646
	Iteration 32Q: 3 clusters Score -5920788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -5920788.000000 Penalty: 3230.462646
	Iteration 33Q: 3 clusters Score -5920788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5920789.500000 Penalty: 3230.462646
	Iteration 34Q: 3 clusters Score -5920790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5920784.000000 Penalty: 3230.462646
	Iteration 35Q: 3 clusters Score -5920784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5920784.000000 Penalty: 3230.462646
	Iteration 36F: 3 clusters Score -5920784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 191825 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 1126 members 
Mstep: Class 33 contains 23634 members 
Entering Unmasked Estep 
Score: -110765608.000000 Penalty: 67858.273438
Splitting cluster 19 changes total score from -110645856.000000 to -110765608.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (191825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191825 members 
Entering Unmasked Estep 
Score: -22052298.000000 Penalty: 1810.053711
	Iteration 0F: 2 clusters Score -2.20523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -21957508.000000 Penalty: 3620.107422
	Iteration 0F: 3 clusters Score -2.195751e+07 nChanged 92201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -22012560.000000 Penalty: 3620.107422
	Iteration 1F: 3 clusters Score -2.201256e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -22015868.000000 Penalty: 3620.107422
	Iteration 2Q: 3 clusters Score -2.201587e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -22022780.000000 Penalty: 3620.107422
	Iteration 3F: 3 clusters Score -2.202278e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 99850 members 
Entering Unmasked Estep 
Score: -22034626.000000 Penalty: 3620.107422
	Iteration 4F: 3 clusters Score -2.203463e+07 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -22050324.000000 Penalty: 3620.107422
	Iteration 5F: 3 clusters Score -2.205032e+07 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -22065756.000000 Penalty: 3620.107422
	Iteration 6F: 3 clusters Score -2.206576e+07 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -22077288.000000 Penalty: 3620.107422
	Iteration 7F: 3 clusters Score -2.207729e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -22083738.000000 Penalty: 3620.107422
	Iteration 8F: 3 clusters Score -2.208374e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -22086634.000000 Penalty: 3620.107422
	Iteration 9Q: 3 clusters Score -2.208663e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -22088176.000000 Penalty: 3620.107422
	Iteration 10Q: 3 clusters Score -2.208818e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -22088946.000000 Penalty: 3620.107422
	Iteration 11Q: 3 clusters Score -2.208895e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -22089404.000000 Penalty: 3620.107422
	Iteration 12Q: 3 clusters Score -2.20894e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -22089700.000000 Penalty: 3620.107422
	Iteration 13Q: 3 clusters Score -2.20897e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -22089848.000000 Penalty: 3620.107422
	Iteration 14Q: 3 clusters Score -2.208985e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -22090002.000000 Penalty: 3620.107422
	Iteration 15Q: 3 clusters Score -2.209e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -22090170.000000 Penalty: 3620.107422
	Iteration 16Q: 3 clusters Score -2.209017e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -22090234.000000 Penalty: 3620.107422
	Iteration 17Q: 3 clusters Score -2.209023e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -22090134.000000 Penalty: 3620.107422
	Iteration 18Q: 3 clusters Score -2.209013e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -22090126.000000 Penalty: 3620.107422
	Iteration 19Q: 3 clusters Score -2.209013e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -22090140.000000 Penalty: 3620.107422
	Iteration 20F: 3 clusters Score -2.209014e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -22090274.000000 Penalty: 3620.107422
	Iteration 21Q: 3 clusters Score -2.209027e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -22090230.000000 Penalty: 3620.107422
	Iteration 22Q: 3 clusters Score -2.209023e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -22090308.000000 Penalty: 3620.107422
	Iteration 23Q: 3 clusters Score -2.209031e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -22090340.000000 Penalty: 3620.107422
	Iteration 24Q: 3 clusters Score -2.209034e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -22090368.000000 Penalty: 3620.107422
	Iteration 25Q: 3 clusters Score -2.209037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -22090344.000000 Penalty: 3620.107422
	Iteration 26Q: 3 clusters Score -2.209034e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -22090296.000000 Penalty: 3620.107422
	Iteration 27Q: 3 clusters Score -2.20903e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -22090298.000000 Penalty: 3620.107422
	Iteration 28Q: 3 clusters Score -2.20903e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -22090330.000000 Penalty: 3620.107422
	Iteration 29Q: 3 clusters Score -2.209033e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -22090366.000000 Penalty: 3620.107422
	Iteration 30Q: 3 clusters Score -2.209037e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -22090374.000000 Penalty: 3620.107422
	Iteration 31Q: 3 clusters Score -2.209037e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -22090346.000000 Penalty: 3620.107422
	Iteration 32Q: 3 clusters Score -2.209035e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -22090336.000000 Penalty: 3620.107422
	Iteration 33Q: 3 clusters Score -2.209034e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -22090320.000000 Penalty: 3620.107422
	Iteration 34Q: 3 clusters Score -2.209032e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -22090302.000000 Penalty: 3620.107422
	Iteration 35Q: 3 clusters Score -2.20903e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -22090368.000000 Penalty: 3620.107422
	Iteration 36Q: 3 clusters Score -2.209037e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -22090398.000000 Penalty: 3620.107422
	Iteration 37Q: 3 clusters Score -2.20904e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -22090390.000000 Penalty: 3620.107422
	Iteration 38Q: 3 clusters Score -2.209039e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -22090396.000000 Penalty: 3620.107422
	Iteration 39Q: 3 clusters Score -2.20904e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -22090460.000000 Penalty: 3620.107422
	Iteration 40F: 3 clusters Score -2.209046e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -22090468.000000 Penalty: 3620.107422
	Iteration 41Q: 3 clusters Score -2.209047e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -22090472.000000 Penalty: 3620.107422
	Iteration 42Q: 3 clusters Score -2.209047e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -22090482.000000 Penalty: 3620.107422
	Iteration 43Q: 3 clusters Score -2.209048e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -22090472.000000 Penalty: 3620.107422
	Iteration 44Q: 3 clusters Score -2.209047e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -22090438.000000 Penalty: 3620.107422
	Iteration 45Q: 3 clusters Score -2.209044e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -22090426.000000 Penalty: 3620.107422
	Iteration 46Q: 3 clusters Score -2.209043e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -22090426.000000 Penalty: 3620.107422
	Iteration 47Q: 3 clusters Score -2.209043e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -22090466.000000 Penalty: 3620.107422
	Iteration 48Q: 3 clusters Score -2.209047e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -22090464.000000 Penalty: 3620.107422
	Iteration 49Q: 3 clusters Score -2.209046e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -22090486.000000 Penalty: 3620.107422
	Iteration 50Q: 3 clusters Score -2.209049e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -22090498.000000 Penalty: 3620.107422
	Iteration 51Q: 3 clusters Score -2.20905e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -22090518.000000 Penalty: 3620.107422
	Iteration 52Q: 3 clusters Score -2.209052e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96952 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -22090538.000000 Penalty: 3620.107422
	Iteration 53Q: 3 clusters Score -2.209054e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -22090580.000000 Penalty: 3620.107422
	Iteration 54Q: 3 clusters Score -2.209058e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -22090512.000000 Penalty: 3620.107422
	Iteration 55Q: 3 clusters Score -2.209051e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -22090518.000000 Penalty: 3620.107422
	Iteration 56Q: 3 clusters Score -2.209052e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96462 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -22090550.000000 Penalty: 3620.107422
	Iteration 57Q: 3 clusters Score -2.209055e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -22090506.000000 Penalty: 3620.107422
	Iteration 58Q: 3 clusters Score -2.209051e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -22090544.000000 Penalty: 3620.107422
	Iteration 59Q: 3 clusters Score -2.209054e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -22090542.000000 Penalty: 3620.107422
	Iteration 60F: 3 clusters Score -2.209054e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -22090498.000000 Penalty: 3620.107422
	Iteration 61Q: 3 clusters Score -2.20905e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -22090530.000000 Penalty: 3620.107422
	Iteration 62Q: 3 clusters Score -2.209053e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -22090528.000000 Penalty: 3620.107422
	Iteration 63Q: 3 clusters Score -2.209053e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -22090530.000000 Penalty: 3620.107422
	Iteration 64Q: 3 clusters Score -2.209053e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -22090516.000000 Penalty: 3620.107422
	Iteration 65Q: 3 clusters Score -2.209052e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -22090526.000000 Penalty: 3620.107422
	Iteration 66Q: 3 clusters Score -2.209053e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -22090546.000000 Penalty: 3620.107422
	Iteration 67Q: 3 clusters Score -2.209055e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -22090542.000000 Penalty: 3620.107422
	Iteration 68Q: 3 clusters Score -2.209054e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -22090586.000000 Penalty: 3620.107422
	Iteration 69Q: 3 clusters Score -2.209059e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -22090560.000000 Penalty: 3620.107422
	Iteration 70Q: 3 clusters Score -2.209056e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -22090588.000000 Penalty: 3620.107422
	Iteration 71Q: 3 clusters Score -2.209059e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -22090546.000000 Penalty: 3620.107422
	Iteration 72Q: 3 clusters Score -2.209055e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95491 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -22090570.000000 Penalty: 3620.107422
	Iteration 73Q: 3 clusters Score -2.209057e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -22090554.000000 Penalty: 3620.107422
	Iteration 74Q: 3 clusters Score -2.209055e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -22090596.000000 Penalty: 3620.107422
	Iteration 75Q: 3 clusters Score -2.20906e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -22090658.000000 Penalty: 3620.107422
	Iteration 76Q: 3 clusters Score -2.209066e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -22090644.000000 Penalty: 3620.107422
	Iteration 77Q: 3 clusters Score -2.209064e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -22090640.000000 Penalty: 3620.107422
	Iteration 78Q: 3 clusters Score -2.209064e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -22090618.000000 Penalty: 3620.107422
	Iteration 79Q: 3 clusters Score -2.209062e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -22090594.000000 Penalty: 3620.107422
	Iteration 80F: 3 clusters Score -2.209059e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -22090584.000000 Penalty: 3620.107422
	Iteration 81Q: 3 clusters Score -2.209058e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -22090604.000000 Penalty: 3620.107422
	Iteration 82Q: 3 clusters Score -2.20906e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -22090608.000000 Penalty: 3620.107422
	Iteration 83Q: 3 clusters Score -2.209061e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -22090590.000000 Penalty: 3620.107422
	Iteration 84Q: 3 clusters Score -2.209059e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -22090616.000000 Penalty: 3620.107422
	Iteration 85Q: 3 clusters Score -2.209062e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -22090624.000000 Penalty: 3620.107422
	Iteration 86Q: 3 clusters Score -2.209062e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -22090586.000000 Penalty: 3620.107422
	Iteration 87Q: 3 clusters Score -2.209059e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -22090594.000000 Penalty: 3620.107422
	Iteration 88Q: 3 clusters Score -2.209059e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -22090552.000000 Penalty: 3620.107422
	Iteration 89Q: 3 clusters Score -2.209055e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -22090568.000000 Penalty: 3620.107422
	Iteration 90Q: 3 clusters Score -2.209057e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -22090618.000000 Penalty: 3620.107422
	Iteration 91Q: 3 clusters Score -2.209062e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -22090596.000000 Penalty: 3620.107422
	Iteration 92Q: 3 clusters Score -2.20906e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -22090654.000000 Penalty: 3620.107422
	Iteration 93Q: 3 clusters Score -2.209065e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -22090584.000000 Penalty: 3620.107422
	Iteration 94Q: 3 clusters Score -2.209058e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -22090578.000000 Penalty: 3620.107422
	Iteration 95Q: 3 clusters Score -2.209058e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -22090644.000000 Penalty: 3620.107422
	Iteration 96Q: 3 clusters Score -2.209064e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -22090624.000000 Penalty: 3620.107422
	Iteration 97Q: 3 clusters Score -2.209062e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -22090694.000000 Penalty: 3620.107422
	Iteration 98Q: 3 clusters Score -2.209069e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -22090698.000000 Penalty: 3620.107422
	Iteration 99Q: 3 clusters Score -2.20907e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -22090690.000000 Penalty: 3620.107422
	Iteration 100F: 3 clusters Score -2.209069e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -22090714.000000 Penalty: 3620.107422
	Iteration 101Q: 3 clusters Score -2.209071e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -22090810.000000 Penalty: 3620.107422
	Iteration 102Q: 3 clusters Score -2.209081e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -22090822.000000 Penalty: 3620.107422
	Iteration 103Q: 3 clusters Score -2.209082e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -22090854.000000 Penalty: 3620.107422
	Iteration 104Q: 3 clusters Score -2.209085e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -22090962.000000 Penalty: 3620.107422
	Iteration 105Q: 3 clusters Score -2.209096e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -22091024.000000 Penalty: 3620.107422
	Iteration 106Q: 3 clusters Score -2.209102e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -22091202.000000 Penalty: 3620.107422
	Iteration 107Q: 3 clusters Score -2.20912e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -22091506.000000 Penalty: 3620.107422
	Iteration 108Q: 3 clusters Score -2.209151e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -22091794.000000 Penalty: 3620.107422
	Iteration 109Q: 3 clusters Score -2.209179e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -22092380.000000 Penalty: 3620.107422
	Iteration 110Q: 3 clusters Score -2.209238e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -22093290.000000 Penalty: 3620.107422
	Iteration 111Q: 3 clusters Score -2.209329e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -22094556.000000 Penalty: 3620.107422
	Iteration 112Q: 3 clusters Score -2.209456e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -22096200.000000 Penalty: 3620.107422
	Iteration 113Q: 3 clusters Score -2.20962e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -22098252.000000 Penalty: 3620.107422
	Iteration 114Q: 3 clusters Score -2.209825e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -22099910.000000 Penalty: 3620.107422
	Iteration 115Q: 3 clusters Score -2.209991e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -22100678.000000 Penalty: 3620.107422
	Iteration 116Q: 3 clusters Score -2.210068e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -22101102.000000 Penalty: 3620.107422
	Iteration 117Q: 3 clusters Score -2.21011e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -22101238.000000 Penalty: 3620.107422
	Iteration 118Q: 3 clusters Score -2.210124e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -22101278.000000 Penalty: 3620.107422
	Iteration 119Q: 3 clusters Score -2.210128e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -22101202.000000 Penalty: 3620.107422
	Iteration 120F: 3 clusters Score -2.21012e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -22101170.000000 Penalty: 3620.107422
	Iteration 121Q: 3 clusters Score -2.210117e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112849 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -22101114.000000 Penalty: 3620.107422
	Iteration 122Q: 3 clusters Score -2.210111e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -22101128.000000 Penalty: 3620.107422
	Iteration 123Q: 3 clusters Score -2.210113e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -22101138.000000 Penalty: 3620.107422
	Iteration 124Q: 3 clusters Score -2.210114e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -22101050.000000 Penalty: 3620.107422
	Iteration 125Q: 3 clusters Score -2.210105e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -22101076.000000 Penalty: 3620.107422
	Iteration 126Q: 3 clusters Score -2.210108e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -22101094.000000 Penalty: 3620.107422
	Iteration 127Q: 3 clusters Score -2.210109e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -22101096.000000 Penalty: 3620.107422
	Iteration 128Q: 3 clusters Score -2.21011e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -22101084.000000 Penalty: 3620.107422
	Iteration 129Q: 3 clusters Score -2.210108e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -22101108.000000 Penalty: 3620.107422
	Iteration 130Q: 3 clusters Score -2.210111e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -22101080.000000 Penalty: 3620.107422
	Iteration 131Q: 3 clusters Score -2.210108e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -22101062.000000 Penalty: 3620.107422
	Iteration 132Q: 3 clusters Score -2.210106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -22101078.000000 Penalty: 3620.107422
	Iteration 133Q: 3 clusters Score -2.210108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -22101102.000000 Penalty: 3620.107422
	Iteration 134Q: 3 clusters Score -2.21011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -22101088.000000 Penalty: 3620.107422
	Iteration 135Q: 3 clusters Score -2.210109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -22101098.000000 Penalty: 3620.107422
	Iteration 136Q: 3 clusters Score -2.21011e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -22101080.000000 Penalty: 3620.107422
	Iteration 137Q: 3 clusters Score -2.210108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -22101094.000000 Penalty: 3620.107422
	Iteration 138Q: 3 clusters Score -2.210109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -22101090.000000 Penalty: 3620.107422
	Iteration 139Q: 3 clusters Score -2.210109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -22101096.000000 Penalty: 3620.107422
	Iteration 140F: 3 clusters Score -2.21011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -22101086.000000 Penalty: 3620.107422
	Iteration 141Q: 3 clusters Score -2.210109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -22101084.000000 Penalty: 3620.107422
	Iteration 142Q: 3 clusters Score -2.210108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -22101100.000000 Penalty: 3620.107422
	Iteration 143Q: 3 clusters Score -2.21011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -22101092.000000 Penalty: 3620.107422
	Iteration 144Q: 3 clusters Score -2.210109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -22101098.000000 Penalty: 3620.107422
	Iteration 145Q: 3 clusters Score -2.21011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -22101102.000000 Penalty: 3620.107422
	Iteration 146Q: 3 clusters Score -2.21011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -22101106.000000 Penalty: 3620.107422
	Iteration 147Q: 3 clusters Score -2.210111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114505 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -22101108.000000 Penalty: 3620.107422
	Iteration 148Q: 3 clusters Score -2.210111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -22101108.000000 Penalty: 3620.107422
	Iteration 149Q: 3 clusters Score -2.210111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -22101108.000000 Penalty: 3620.107422
	Iteration 150F: 3 clusters Score -2.210111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 114506 members 
Mstep: Class 22 contains 98747 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 1126 members 
Mstep: Class 33 contains 23634 members 
Mstep: Class 34 contains 77319 members 
Entering Unmasked Estep 
Score: -110817888.000000 Penalty: 69914.578125
Splitting cluster 21 changes total score from -110645856.000000 to -110817888.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (98747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Entering Unmasked Estep 
Score: -11413120.000000 Penalty: 1711.247192
	Iteration 0F: 2 clusters Score -1.141312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -11350660.000000 Penalty: 3422.494385
	Iteration 0F: 3 clusters Score -1.135066e+07 nChanged 46654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -11378316.000000 Penalty: 3422.494385
	Iteration 1F: 3 clusters Score -1.137832e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -11381110.000000 Penalty: 3422.494385
	Iteration 2F: 3 clusters Score -1.138111e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -11386423.000000 Penalty: 3422.494385
	Iteration 3F: 3 clusters Score -1.138642e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -11393972.000000 Penalty: 3422.494385
	Iteration 4F: 3 clusters Score -1.139397e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -11401020.000000 Penalty: 3422.494385
	Iteration 5F: 3 clusters Score -1.140102e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -11405096.000000 Penalty: 3422.494385
	Iteration 6F: 3 clusters Score -1.14051e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -11407373.000000 Penalty: 3422.494385
	Iteration 7Q: 3 clusters Score -1.140737e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -11408782.000000 Penalty: 3422.494385
	Iteration 8Q: 3 clusters Score -1.140878e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -11409833.000000 Penalty: 3422.494385
	Iteration 9Q: 3 clusters Score -1.140983e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -11410799.000000 Penalty: 3422.494385
	Iteration 10Q: 3 clusters Score -1.14108e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -11411699.000000 Penalty: 3422.494385
	Iteration 11Q: 3 clusters Score -1.14117e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -11412506.000000 Penalty: 3422.494385
	Iteration 12Q: 3 clusters Score -1.141251e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -11413064.000000 Penalty: 3422.494385
	Iteration 13Q: 3 clusters Score -1.141306e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -11413504.000000 Penalty: 3422.494385
	Iteration 14Q: 3 clusters Score -1.14135e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -11413788.000000 Penalty: 3422.494385
	Iteration 15Q: 3 clusters Score -1.141379e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -11414016.000000 Penalty: 3422.494385
	Iteration 16Q: 3 clusters Score -1.141402e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -11414115.000000 Penalty: 3422.494385
	Iteration 17Q: 3 clusters Score -1.141412e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -11414270.000000 Penalty: 3422.494385
	Iteration 18Q: 3 clusters Score -1.141427e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -11414346.000000 Penalty: 3422.494385
	Iteration 19Q: 3 clusters Score -1.141435e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -11414428.000000 Penalty: 3422.494385
	Iteration 20F: 3 clusters Score -1.141443e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -11414438.000000 Penalty: 3422.494385
	Iteration 21Q: 3 clusters Score -1.141444e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -11414435.000000 Penalty: 3422.494385
	Iteration 22Q: 3 clusters Score -1.141444e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -11414458.000000 Penalty: 3422.494385
	Iteration 23Q: 3 clusters Score -1.141446e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -11414452.000000 Penalty: 3422.494385
	Iteration 24Q: 3 clusters Score -1.141445e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -11414447.000000 Penalty: 3422.494385
	Iteration 25Q: 3 clusters Score -1.141445e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -11414444.000000 Penalty: 3422.494385
	Iteration 26Q: 3 clusters Score -1.141444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -11414461.000000 Penalty: 3422.494385
	Iteration 27Q: 3 clusters Score -1.141446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -11414461.000000 Penalty: 3422.494385
	Iteration 28Q: 3 clusters Score -1.141446e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -11414465.000000 Penalty: 3422.494385
	Iteration 29Q: 3 clusters Score -1.141446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -11414451.000000 Penalty: 3422.494385
	Iteration 30Q: 3 clusters Score -1.141445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -11414454.000000 Penalty: 3422.494385
	Iteration 31Q: 3 clusters Score -1.141445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -11414449.000000 Penalty: 3422.494385
	Iteration 32Q: 3 clusters Score -1.141445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -11414452.000000 Penalty: 3422.494385
	Iteration 33Q: 3 clusters Score -1.141445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -11414451.000000 Penalty: 3422.494385
	Iteration 34Q: 3 clusters Score -1.141445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -11414460.000000 Penalty: 3422.494385
	Iteration 35Q: 3 clusters Score -1.141446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -11414446.000000 Penalty: 3422.494385
	Iteration 36Q: 3 clusters Score -1.141445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -11414443.000000 Penalty: 3422.494385
	Iteration 37Q: 3 clusters Score -1.141444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -11414436.000000 Penalty: 3422.494385
	Iteration 38Q: 3 clusters Score -1.141444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -11414448.000000 Penalty: 3422.494385
	Iteration 39Q: 3 clusters Score -1.141445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -11414444.000000 Penalty: 3422.494385
	Iteration 40F: 3 clusters Score -1.141444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -11414453.000000 Penalty: 3422.494385
	Iteration 41Q: 3 clusters Score -1.141445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -11414467.000000 Penalty: 3422.494385
	Iteration 42Q: 3 clusters Score -1.141447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -11414452.000000 Penalty: 3422.494385
	Iteration 43Q: 3 clusters Score -1.141445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -11414439.000000 Penalty: 3422.494385
	Iteration 44Q: 3 clusters Score -1.141444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -11414444.000000 Penalty: 3422.494385
	Iteration 45Q: 3 clusters Score -1.141444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
Score: -11414452.000000 Penalty: 3422.494385
	Iteration 46Q: 3 clusters Score -1.141445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -11414457.000000 Penalty: 3422.494385
	Iteration 47Q: 3 clusters Score -1.141446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11414462.000000 Penalty: 3422.494385
	Iteration 48Q: 3 clusters Score -1.141446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11414462.000000 Penalty: 3422.494385
	Iteration 49F: 3 clusters Score -1.141446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 114506 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 1126 members 
Mstep: Class 33 contains 23634 members 
Mstep: Class 34 contains 77319 members 
Mstep: Class 35 contains 95174 members 
Entering Unmasked Estep 
Score: -110818928.000000 Penalty: 71970.890625
Splitting cluster 22 changes total score from -110645856.000000 to -110818928.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (18251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Entering Unmasked Estep 
Score: -2022086.250000 Penalty: 1460.021973
	Iteration 0F: 2 clusters Score -2022086 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 9077 members 
Entering Unmasked Estep 
Score: -2010137.000000 Penalty: 2920.043945
	Iteration 0F: 3 clusters Score -2010137 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2014446.125000 Penalty: 2920.043945
	Iteration 1F: 3 clusters Score -2014446 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2015028.875000 Penalty: 2920.043945
	Iteration 2F: 3 clusters Score -2015029 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2015648.750000 Penalty: 2920.043945
	Iteration 3F: 3 clusters Score -2015649 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2016355.500000 Penalty: 2920.043945
	Iteration 4F: 3 clusters Score -2016356 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2017003.875000 Penalty: 2920.043945
	Iteration 5F: 3 clusters Score -2017004 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2017619.375000 Penalty: 2920.043945
	Iteration 6F: 3 clusters Score -2017619 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2018314.125000 Penalty: 2920.043945
	Iteration 7F: 3 clusters Score -2018314 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2018934.875000 Penalty: 2920.043945
	Iteration 8F: 3 clusters Score -2018935 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2019530.000000 Penalty: 2920.043945
	Iteration 9Q: 3 clusters Score -2019530 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2020097.875000 Penalty: 2920.043945
	Iteration 10Q: 3 clusters Score -2020098 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2020732.375000 Penalty: 2920.043945
	Iteration 11Q: 3 clusters Score -2020732 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2021438.000000 Penalty: 2920.043945
	Iteration 12Q: 3 clusters Score -2021438 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2022066.750000 Penalty: 2920.043945
	Iteration 13Q: 3 clusters Score -2022067 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2022554.750000 Penalty: 2920.043945
	Iteration 14Q: 3 clusters Score -2022555 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2022867.875000 Penalty: 2920.043945
	Iteration 15Q: 3 clusters Score -2022868 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2023103.125000 Penalty: 2920.043945
	Iteration 16Q: 3 clusters Score -2023103 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2023259.500000 Penalty: 2920.043945
	Iteration 17Q: 3 clusters Score -2023260 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2023368.500000 Penalty: 2920.043945
	Iteration 18Q: 3 clusters Score -2023368 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2023438.125000 Penalty: 2920.043945
	Iteration 19Q: 3 clusters Score -2023438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2023487.000000 Penalty: 2920.043945
	Iteration 20F: 3 clusters Score -2023487 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2023525.375000 Penalty: 2920.043945
	Iteration 21Q: 3 clusters Score -2023525 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2023547.500000 Penalty: 2920.043945
	Iteration 22Q: 3 clusters Score -2023548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2023570.250000 Penalty: 2920.043945
	Iteration 23Q: 3 clusters Score -2023570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2023575.625000 Penalty: 2920.043945
	Iteration 24Q: 3 clusters Score -2023576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2023588.000000 Penalty: 2920.043945
	Iteration 25Q: 3 clusters Score -2023588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2023604.500000 Penalty: 2920.043945
	Iteration 26Q: 3 clusters Score -2023604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2023611.125000 Penalty: 2920.043945
	Iteration 27Q: 3 clusters Score -2023611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2023615.750000 Penalty: 2920.043945
	Iteration 28Q: 3 clusters Score -2023616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2023625.250000 Penalty: 2920.043945
	Iteration 29Q: 3 clusters Score -2023625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2023626.500000 Penalty: 2920.043945
	Iteration 30Q: 3 clusters Score -2023626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2023624.500000 Penalty: 2920.043945
	Iteration 31Q: 3 clusters Score -2023624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2023634.250000 Penalty: 2920.043945
	Iteration 32Q: 3 clusters Score -2023634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2023636.625000 Penalty: 2920.043945
	Iteration 33Q: 3 clusters Score -2023637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2023636.500000 Penalty: 2920.043945
	Iteration 34Q: 3 clusters Score -2023636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2023639.000000 Penalty: 2920.043945
	Iteration 35Q: 3 clusters Score -2023639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2023645.500000 Penalty: 2920.043945
	Iteration 36Q: 3 clusters Score -2023646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2023647.000000 Penalty: 2920.043945
	Iteration 37Q: 3 clusters Score -2023647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2023652.375000 Penalty: 2920.043945
	Iteration 38Q: 3 clusters Score -2023652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2023647.625000 Penalty: 2920.043945
	Iteration 39Q: 3 clusters Score -2023648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2023648.875000 Penalty: 2920.043945
	Iteration 40F: 3 clusters Score -2023649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2023648.875000 Penalty: 2920.043945
	Iteration 41Q: 3 clusters Score -2023649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2023651.500000 Penalty: 2920.043945
	Iteration 42Q: 3 clusters Score -2023652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2023656.125000 Penalty: 2920.043945
	Iteration 43Q: 3 clusters Score -2023656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2023657.125000 Penalty: 2920.043945
	Iteration 44Q: 3 clusters Score -2023657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2023655.250000 Penalty: 2920.043945
	Iteration 45Q: 3 clusters Score -2023655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2023654.375000 Penalty: 2920.043945
	Iteration 46Q: 3 clusters Score -2023654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2023657.000000 Penalty: 2920.043945
	Iteration 47Q: 3 clusters Score -2023657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2023654.375000 Penalty: 2920.043945
	Iteration 48Q: 3 clusters Score -2023654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2023656.750000 Penalty: 2920.043945
	Iteration 49Q: 3 clusters Score -2023657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2023655.750000 Penalty: 2920.043945
	Iteration 50Q: 3 clusters Score -2023656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2023655.750000 Penalty: 2920.043945
	Iteration 51Q: 3 clusters Score -2023656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2023655.750000 Penalty: 2920.043945
	Iteration 52F: 3 clusters Score -2023656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 52929 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 114506 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 56459 members 
Mstep: Class 29 contains 85670 members 
Mstep: Class 30 contains 53746 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 1126 members 
Mstep: Class 33 contains 23634 members 
Mstep: Class 34 contains 77319 members 
Mstep: Class 35 contains 95174 members 
Mstep: Class 36 contains 10151 members 
Entering Unmasked Estep 
Score: -110820328.000000 Penalty: 74027.203125
Splitting cluster 23 changes total score from -110645856.000000 to -110820328.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 101505 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 74301 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 21 contains 114506 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110858456.000000 Penalty: 74027.203125
Iteration 39Q: 37 clusters Score -1.108585e+08 nChanged 48359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 22394 members 
Mstep: Class 3 contains 4257 members 
Mstep: Class 4 contains 16390 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 103732 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 73933 members 
Mstep: Class 10 contains 14873 members 
Mstep: Class 11 contains 10973 members 
Mstep: Class 12 contains 9647 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 12060 members 
Mstep: Class 15 contains 7011 members 
Mstep: Class 16 contains 16790 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 54519 members 
Mstep: Class 19 contains 29069 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 117889 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 8074 members 
Mstep: Class 24 contains 197 members 
Mstep: Class 25 contains 42472 members 
Mstep: Class 26 contains 7033 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 55365 members 
Mstep: Class 29 contains 77633 members 
Mstep: Class 30 contains 52967 members 
Mstep: Class 31 contains 13123 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 23327 members 
Mstep: Class 34 contains 79981 members 
Mstep: Class 35 contains 93680 members 
Mstep: Class 36 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110885408.000000 Penalty: 74027.203125
Iteration 40F: 37 clusters Score -1.108854e+08 nChanged 31156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 21796 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 17075 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 6 contains 102813 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 72948 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 10922 members 
Mstep: Class 12 contains 9961 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 7029 members 
Mstep: Class 16 contains 16693 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 56633 members 
Mstep: Class 19 contains 29056 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 117591 members 
Mstep: Class 22 contains 5778 members 
Mstep: Class 23 contains 8103 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 40014 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 15879 members 
Mstep: Class 28 contains 55471 members 
Mstep: Class 29 contains 74566 members 
Mstep: Class 30 contains 53764 members 
Mstep: Class 31 contains 12800 members 
Mstep: Class 32 contains 1114 members 
Mstep: Class 33 contains 23288 members 
Mstep: Class 34 contains 82304 members 
Mstep: Class 35 contains 93489 members 
Mstep: Class 36 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110895568.000000 Penalty: 74027.203125
Iteration 41Q: 37 clusters Score -1.108956e+08 nChanged 18256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 21401 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 17807 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 102087 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 72354 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 10971 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 10685 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 16 contains 16705 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 58480 members 
Mstep: Class 19 contains 29148 members 
Mstep: Class 20 contains 7163 members 
Mstep: Class 21 contains 117365 members 
Mstep: Class 22 contains 6586 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 202 members 
Mstep: Class 25 contains 37930 members 
Mstep: Class 26 contains 7166 members 
Mstep: Class 27 contains 15898 members 
Mstep: Class 28 contains 55394 members 
Mstep: Class 29 contains 71751 members 
Mstep: Class 30 contains 54680 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 1113 members 
Mstep: Class 33 contains 23297 members 
Mstep: Class 34 contains 83940 members 
Mstep: Class 35 contains 93282 members 
Mstep: Class 36 contains 11803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901072.000000 Penalty: 74027.203125
Iteration 42Q: 37 clusters Score -1.109011e+08 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 21147 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 18525 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 101460 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 289 members 
Mstep: Class 9 contains 71925 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 11051 members 
Mstep: Class 12 contains 10301 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 16 contains 16738 members 
Mstep: Class 17 contains 1554 members 
Mstep: Class 18 contains 60101 members 
Mstep: Class 19 contains 29232 members 
Mstep: Class 20 contains 7432 members 
Mstep: Class 21 contains 117307 members 
Mstep: Class 22 contains 7285 members 
Mstep: Class 23 contains 8196 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 36166 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 15920 members 
Mstep: Class 28 contains 55254 members 
Mstep: Class 29 contains 69117 members 
Mstep: Class 30 contains 55586 members 
Mstep: Class 31 contains 12187 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23349 members 
Mstep: Class 34 contains 85152 members 
Mstep: Class 35 contains 93082 members 
Mstep: Class 36 contains 12098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110905192.000000 Penalty: 74027.203125
Iteration 43Q: 37 clusters Score -1.109052e+08 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 20981 members 
Mstep: Class 3 contains 4138 members 
Mstep: Class 4 contains 19181 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 100945 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 290 members 
Mstep: Class 9 contains 71648 members 
Mstep: Class 10 contains 14771 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 10418 members 
Mstep: Class 13 contains 4508 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 7141 members 
Mstep: Class 16 contains 16777 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 61525 members 
Mstep: Class 19 contains 29273 members 
Mstep: Class 20 contains 7641 members 
Mstep: Class 21 contains 117357 members 
Mstep: Class 22 contains 7878 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 34792 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 55117 members 
Mstep: Class 29 contains 66465 members 
Mstep: Class 30 contains 56630 members 
Mstep: Class 31 contains 11929 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23406 members 
Mstep: Class 34 contains 85928 members 
Mstep: Class 35 contains 92918 members 
Mstep: Class 36 contains 12338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110907872.000000 Penalty: 74027.203125
Iteration 44Q: 37 clusters Score -1.109079e+08 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 20862 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 19747 members 
Mstep: Class 5 contains 6950 members 
Mstep: Class 6 contains 100421 members 
Mstep: Class 7 contains 3723 members 
Mstep: Class 8 contains 291 members 
Mstep: Class 9 contains 71454 members 
Mstep: Class 10 contains 14801 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 10510 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 9428 members 
Mstep: Class 15 contains 7177 members 
Mstep: Class 16 contains 16823 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 62730 members 
Mstep: Class 19 contains 29203 members 
Mstep: Class 20 contains 7808 members 
Mstep: Class 21 contains 117515 members 
Mstep: Class 22 contains 8405 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 33691 members 
Mstep: Class 26 contains 7151 members 
Mstep: Class 27 contains 15982 members 
Mstep: Class 28 contains 54992 members 
Mstep: Class 29 contains 63997 members 
Mstep: Class 30 contains 57648 members 
Mstep: Class 31 contains 11713 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23465 members 
Mstep: Class 34 contains 86549 members 
Mstep: Class 35 contains 92777 members 
Mstep: Class 36 contains 12536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110910712.000000 Penalty: 74027.203125
Iteration 45Q: 37 clusters Score -1.109107e+08 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 20311 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 99912 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71311 members 
Mstep: Class 10 contains 14830 members 
Mstep: Class 11 contains 11413 members 
Mstep: Class 12 contains 10594 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 9208 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 16873 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 63807 members 
Mstep: Class 19 contains 29040 members 
Mstep: Class 20 contains 7931 members 
Mstep: Class 21 contains 117697 members 
Mstep: Class 22 contains 8891 members 
Mstep: Class 23 contains 8338 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 32816 members 
Mstep: Class 26 contains 7130 members 
Mstep: Class 27 contains 16002 members 
Mstep: Class 28 contains 54835 members 
Mstep: Class 29 contains 61679 members 
Mstep: Class 30 contains 58710 members 
Mstep: Class 31 contains 11514 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23511 members 
Mstep: Class 34 contains 86960 members 
Mstep: Class 35 contains 92670 members 
Mstep: Class 36 contains 12709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110912752.000000 Penalty: 74027.203125
Iteration 46Q: 37 clusters Score -1.109128e+08 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 20678 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 20820 members 
Mstep: Class 5 contains 7122 members 
Mstep: Class 6 contains 99422 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71219 members 
Mstep: Class 10 contains 14878 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 10682 members 
Mstep: Class 13 contains 4787 members 
Mstep: Class 14 contains 9023 members 
Mstep: Class 15 contains 7178 members 
Mstep: Class 16 contains 16926 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 64748 members 
Mstep: Class 19 contains 28879 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 117902 members 
Mstep: Class 22 contains 9305 members 
Mstep: Class 23 contains 8378 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 32102 members 
Mstep: Class 26 contains 7095 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 54707 members 
Mstep: Class 29 contains 59453 members 
Mstep: Class 30 contains 59848 members 
Mstep: Class 31 contains 11309 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23586 members 
Mstep: Class 34 contains 87271 members 
Mstep: Class 35 contains 92579 members 
Mstep: Class 36 contains 12844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110914560.000000 Penalty: 74027.203125
Iteration 47Q: 37 clusters Score -1.109146e+08 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 20615 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 21275 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 98918 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71151 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 11728 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 13 contains 4866 members 
Mstep: Class 14 contains 8882 members 
Mstep: Class 15 contains 7191 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 65566 members 
Mstep: Class 19 contains 28727 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 118125 members 
Mstep: Class 22 contains 9703 members 
Mstep: Class 23 contains 8407 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 31511 members 
Mstep: Class 26 contains 7057 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 54562 members 
Mstep: Class 29 contains 57366 members 
Mstep: Class 30 contains 60932 members 
Mstep: Class 31 contains 11129 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23644 members 
Mstep: Class 34 contains 87483 members 
Mstep: Class 35 contains 92519 members 
Mstep: Class 36 contains 12963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110915560.000000 Penalty: 74027.203125
Iteration 48Q: 37 clusters Score -1.109156e+08 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 20542 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 21678 members 
Mstep: Class 5 contains 7040 members 
Mstep: Class 6 contains 98395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71122 members 
Mstep: Class 10 contains 14962 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 8774 members 
Mstep: Class 15 contains 7199 members 
Mstep: Class 16 contains 17058 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 66307 members 
Mstep: Class 19 contains 28586 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 118319 members 
Mstep: Class 22 contains 10058 members 
Mstep: Class 23 contains 8445 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 30992 members 
Mstep: Class 26 contains 7026 members 
Mstep: Class 27 contains 16082 members 
Mstep: Class 28 contains 54452 members 
Mstep: Class 29 contains 55530 members 
Mstep: Class 30 contains 62010 members 
Mstep: Class 31 contains 10955 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23705 members 
Mstep: Class 34 contains 87619 members 
Mstep: Class 35 contains 92447 members 
Mstep: Class 36 contains 13033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110917008.000000 Penalty: 74027.203125
Iteration 49Q: 37 clusters Score -1.10917e+08 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 22045 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 97909 members 
Mstep: Class 7 contains 4162 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71095 members 
Mstep: Class 10 contains 14989 members 
Mstep: Class 11 contains 12104 members 
Mstep: Class 12 contains 10936 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 8691 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 17140 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 66988 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 8309 members 
Mstep: Class 21 contains 118483 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 8475 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 30540 members 
Mstep: Class 26 contains 7003 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 54338 members 
Mstep: Class 29 contains 53901 members 
Mstep: Class 30 contains 63066 members 
Mstep: Class 31 contains 10786 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23764 members 
Mstep: Class 34 contains 87613 members 
Mstep: Class 35 contains 92405 members 
Mstep: Class 36 contains 13108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110918128.000000 Penalty: 74027.203125
Iteration 50Q: 37 clusters Score -1.109181e+08 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 20409 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 22325 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 97437 members 
Mstep: Class 7 contains 4271 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71070 members 
Mstep: Class 10 contains 15010 members 
Mstep: Class 11 contains 12270 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 7191 members 
Mstep: Class 16 contains 17207 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 67560 members 
Mstep: Class 19 contains 28395 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 118602 members 
Mstep: Class 22 contains 10703 members 
Mstep: Class 23 contains 8503 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 30112 members 
Mstep: Class 26 contains 6990 members 
Mstep: Class 27 contains 16066 members 
Mstep: Class 28 contains 54308 members 
Mstep: Class 29 contains 52452 members 
Mstep: Class 30 contains 64097 members 
Mstep: Class 31 contains 10664 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23816 members 
Mstep: Class 34 contains 87618 members 
Mstep: Class 35 contains 92364 members 
Mstep: Class 36 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110919712.000000 Penalty: 74027.203125
Iteration 51Q: 37 clusters Score -1.109197e+08 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 20370 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 22602 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 96980 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71051 members 
Mstep: Class 10 contains 15023 members 
Mstep: Class 11 contains 12454 members 
Mstep: Class 12 contains 11046 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8536 members 
Mstep: Class 15 contains 7177 members 
Mstep: Class 16 contains 17276 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 68048 members 
Mstep: Class 19 contains 28312 members 
Mstep: Class 20 contains 8403 members 
Mstep: Class 21 contains 118733 members 
Mstep: Class 22 contains 11015 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 25 contains 29691 members 
Mstep: Class 26 contains 6979 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 54231 members 
Mstep: Class 29 contains 51168 members 
Mstep: Class 30 contains 65112 members 
Mstep: Class 31 contains 10545 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23853 members 
Mstep: Class 34 contains 87558 members 
Mstep: Class 35 contains 92326 members 
Mstep: Class 36 contains 13247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920440.000000 Penalty: 74027.203125
Iteration 52Q: 37 clusters Score -1.109204e+08 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 20338 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 22814 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 96514 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71040 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 11091 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 8499 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 68504 members 
Mstep: Class 19 contains 28222 members 
Mstep: Class 20 contains 8448 members 
Mstep: Class 21 contains 118788 members 
Mstep: Class 22 contains 11301 members 
Mstep: Class 23 contains 8545 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 29292 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 54154 members 
Mstep: Class 29 contains 50266 members 
Mstep: Class 30 contains 66041 members 
Mstep: Class 31 contains 10415 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23888 members 
Mstep: Class 34 contains 87480 members 
Mstep: Class 35 contains 92280 members 
Mstep: Class 36 contains 13284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110921552.000000 Penalty: 74027.203125
Iteration 53Q: 37 clusters Score -1.109216e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 20316 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 22986 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 95989 members 
Mstep: Class 7 contains 4545 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71038 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 11134 members 
Mstep: Class 13 contains 5241 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 17430 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 68900 members 
Mstep: Class 19 contains 28142 members 
Mstep: Class 20 contains 8492 members 
Mstep: Class 21 contains 118847 members 
Mstep: Class 22 contains 11572 members 
Mstep: Class 23 contains 8557 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 28900 members 
Mstep: Class 26 contains 6955 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 54082 members 
Mstep: Class 29 contains 49551 members 
Mstep: Class 30 contains 66885 members 
Mstep: Class 31 contains 10286 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23908 members 
Mstep: Class 34 contains 87418 members 
Mstep: Class 35 contains 92249 members 
Mstep: Class 36 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922776.000000 Penalty: 74027.203125
Iteration 54Q: 37 clusters Score -1.109228e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 20294 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 23130 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 95427 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71057 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 17506 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 69265 members 
Mstep: Class 19 contains 28077 members 
Mstep: Class 20 contains 8527 members 
Mstep: Class 21 contains 118879 members 
Mstep: Class 22 contains 11782 members 
Mstep: Class 23 contains 8568 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 28512 members 
Mstep: Class 26 contains 6931 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 54000 members 
Mstep: Class 29 contains 49034 members 
Mstep: Class 30 contains 67648 members 
Mstep: Class 31 contains 10173 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23937 members 
Mstep: Class 34 contains 87368 members 
Mstep: Class 35 contains 92235 members 
Mstep: Class 36 contains 13373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110923280.000000 Penalty: 74027.203125
Iteration 55Q: 37 clusters Score -1.109233e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 20262 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 23269 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 94796 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71081 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 11242 members 
Mstep: Class 13 contains 5401 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 17565 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 69577 members 
Mstep: Class 19 contains 28021 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 118959 members 
Mstep: Class 22 contains 11991 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 28180 members 
Mstep: Class 26 contains 6906 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 53916 members 
Mstep: Class 29 contains 48648 members 
Mstep: Class 30 contains 68345 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23959 members 
Mstep: Class 34 contains 87299 members 
Mstep: Class 35 contains 92215 members 
Mstep: Class 36 contains 13427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924232.000000 Penalty: 74027.203125
Iteration 56Q: 37 clusters Score -1.109242e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 23381 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 94171 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71117 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 11 contains 13225 members 
Mstep: Class 12 contains 11292 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 17625 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 69837 members 
Mstep: Class 19 contains 27981 members 
Mstep: Class 20 contains 8602 members 
Mstep: Class 21 contains 119061 members 
Mstep: Class 22 contains 12176 members 
Mstep: Class 23 contains 8599 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 27849 members 
Mstep: Class 26 contains 6877 members 
Mstep: Class 27 contains 16112 members 
Mstep: Class 28 contains 53847 members 
Mstep: Class 29 contains 48310 members 
Mstep: Class 30 contains 68999 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23980 members 
Mstep: Class 34 contains 87215 members 
Mstep: Class 35 contains 92195 members 
Mstep: Class 36 contains 13483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110924536.000000 Penalty: 74027.203125
Iteration 57Q: 37 clusters Score -1.109245e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 23494 members 
Mstep: Class 5 contains 5369 members 
Mstep: Class 6 contains 93557 members 
Mstep: Class 7 contains 4822 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71121 members 
Mstep: Class 10 contains 15138 members 
Mstep: Class 11 contains 13362 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 8187 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 70042 members 
Mstep: Class 19 contains 27959 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 119158 members 
Mstep: Class 22 contains 12319 members 
Mstep: Class 23 contains 8609 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 27572 members 
Mstep: Class 26 contains 6839 members 
Mstep: Class 27 contains 16138 members 
Mstep: Class 28 contains 53791 members 
Mstep: Class 29 contains 48037 members 
Mstep: Class 30 contains 69582 members 
Mstep: Class 31 contains 9903 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23987 members 
Mstep: Class 34 contains 87161 members 
Mstep: Class 35 contains 92177 members 
Mstep: Class 36 contains 13527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110925648.000000 Penalty: 74027.203125
Iteration 58Q: 37 clusters Score -1.109256e+08 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 20228 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 23606 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 92946 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71073 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 13491 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 8129 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 70218 members 
Mstep: Class 19 contains 27949 members 
Mstep: Class 20 contains 8659 members 
Mstep: Class 21 contains 119236 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 8624 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 27299 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 53763 members 
Mstep: Class 29 contains 47879 members 
Mstep: Class 30 contains 70131 members 
Mstep: Class 31 contains 9824 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23992 members 
Mstep: Class 34 contains 87061 members 
Mstep: Class 35 contains 92181 members 
Mstep: Class 36 contains 13569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110926720.000000 Penalty: 74027.203125
Iteration 59Q: 37 clusters Score -1.109267e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 20224 members 
Mstep: Class 3 contains 3623 members 
Mstep: Class 4 contains 23681 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 92325 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 71033 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 13615 members 
Mstep: Class 12 contains 11476 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 8101 members 
Mstep: Class 15 contains 7180 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 70364 members 
Mstep: Class 19 contains 27927 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 21 contains 119303 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 8641 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 27032 members 
Mstep: Class 26 contains 6787 members 
Mstep: Class 27 contains 16212 members 
Mstep: Class 28 contains 53740 members 
Mstep: Class 29 contains 47795 members 
Mstep: Class 30 contains 70620 members 
Mstep: Class 31 contains 9738 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23994 members 
Mstep: Class 34 contains 86998 members 
Mstep: Class 35 contains 92183 members 
Mstep: Class 36 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110927664.000000 Penalty: 74027.203125
Iteration 60F: 37 clusters Score -1.109277e+08 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 20215 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 23732 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 91734 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70952 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 13713 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 7184 members 
Mstep: Class 16 contains 17839 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 70423 members 
Mstep: Class 19 contains 27913 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 119340 members 
Mstep: Class 22 contains 12662 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 197 members 
Mstep: Class 25 contains 26776 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 16228 members 
Mstep: Class 28 contains 53735 members 
Mstep: Class 29 contains 47904 members 
Mstep: Class 30 contains 71061 members 
Mstep: Class 31 contains 9650 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 23995 members 
Mstep: Class 34 contains 86933 members 
Mstep: Class 35 contains 92185 members 
Mstep: Class 36 contains 13622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110928416.000000 Penalty: 74027.203125
Iteration 61Q: 37 clusters Score -1.109284e+08 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20199 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 23800 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 91148 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70833 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 6126 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 7200 members 
Mstep: Class 16 contains 17895 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 70454 members 
Mstep: Class 19 contains 27901 members 
Mstep: Class 20 contains 8735 members 
Mstep: Class 21 contains 119386 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 26519 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 16274 members 
Mstep: Class 28 contains 53756 members 
Mstep: Class 29 contains 48076 members 
Mstep: Class 30 contains 71443 members 
Mstep: Class 31 contains 9561 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 23994 members 
Mstep: Class 34 contains 86876 members 
Mstep: Class 35 contains 92207 members 
Mstep: Class 36 contains 13656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110929512.000000 Penalty: 74027.203125
Iteration 62Q: 37 clusters Score -1.109295e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 20175 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 23880 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 90635 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70702 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 13907 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 6242 members 
Mstep: Class 14 contains 7913 members 
Mstep: Class 15 contains 7214 members 
Mstep: Class 16 contains 17951 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70457 members 
Mstep: Class 19 contains 27893 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 119449 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 8671 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 26268 members 
Mstep: Class 26 contains 6771 members 
Mstep: Class 27 contains 16307 members 
Mstep: Class 28 contains 53784 members 
Mstep: Class 29 contains 48203 members 
Mstep: Class 30 contains 71812 members 
Mstep: Class 31 contains 9477 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24004 members 
Mstep: Class 34 contains 86811 members 
Mstep: Class 35 contains 92227 members 
Mstep: Class 36 contains 13675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930800.000000 Penalty: 74027.203125
Iteration 63Q: 37 clusters Score -1.109308e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 20153 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 23971 members 
Mstep: Class 5 contains 4440 members 
Mstep: Class 6 contains 90163 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70562 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 13987 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 6379 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 7224 members 
Mstep: Class 16 contains 18002 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70430 members 
Mstep: Class 19 contains 27887 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 119533 members 
Mstep: Class 22 contains 12913 members 
Mstep: Class 23 contains 8682 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 26031 members 
Mstep: Class 26 contains 6759 members 
Mstep: Class 27 contains 16361 members 
Mstep: Class 28 contains 53800 members 
Mstep: Class 29 contains 48352 members 
Mstep: Class 30 contains 72120 members 
Mstep: Class 31 contains 9380 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24014 members 
Mstep: Class 34 contains 86722 members 
Mstep: Class 35 contains 92228 members 
Mstep: Class 36 contains 13692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110931608.000000 Penalty: 74027.203125
Iteration 64Q: 37 clusters Score -1.109316e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 20130 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 24056 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 89733 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70422 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 14055 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 6506 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 7230 members 
Mstep: Class 16 contains 18058 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70429 members 
Mstep: Class 19 contains 27881 members 
Mstep: Class 20 contains 8796 members 
Mstep: Class 21 contains 119584 members 
Mstep: Class 22 contains 12987 members 
Mstep: Class 23 contains 8695 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 25812 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 16395 members 
Mstep: Class 28 contains 53825 members 
Mstep: Class 29 contains 48554 members 
Mstep: Class 30 contains 72430 members 
Mstep: Class 31 contains 9284 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24025 members 
Mstep: Class 34 contains 86572 members 
Mstep: Class 35 contains 92236 members 
Mstep: Class 36 contains 13716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932432.000000 Penalty: 74027.203125
Iteration 65Q: 37 clusters Score -1.109324e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 20102 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 24154 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 89336 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70267 members 
Mstep: Class 10 contains 15584 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 11855 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 7810 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 16 contains 18122 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70409 members 
Mstep: Class 19 contains 27860 members 
Mstep: Class 20 contains 8814 members 
Mstep: Class 21 contains 119674 members 
Mstep: Class 22 contains 13039 members 
Mstep: Class 23 contains 8705 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 25600 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 53864 members 
Mstep: Class 29 contains 48731 members 
Mstep: Class 30 contains 72711 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24032 members 
Mstep: Class 34 contains 86468 members 
Mstep: Class 35 contains 92258 members 
Mstep: Class 36 contains 13730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933272.000000 Penalty: 74027.203125
Iteration 66Q: 37 clusters Score -1.109333e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 20082 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 24213 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 88970 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 70107 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 14184 members 
Mstep: Class 12 contains 11913 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 16 contains 18186 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70338 members 
Mstep: Class 19 contains 27855 members 
Mstep: Class 20 contains 8831 members 
Mstep: Class 21 contains 119737 members 
Mstep: Class 22 contains 13111 members 
Mstep: Class 23 contains 8718 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 25419 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 53883 members 
Mstep: Class 29 contains 48936 members 
Mstep: Class 30 contains 72954 members 
Mstep: Class 31 contains 9085 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24027 members 
Mstep: Class 34 contains 86350 members 
Mstep: Class 35 contains 92271 members 
Mstep: Class 36 contains 13751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110933704.000000 Penalty: 74027.203125
Iteration 67Q: 37 clusters Score -1.109337e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 20067 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 24265 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 88646 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69956 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 14234 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 6930 members 
Mstep: Class 14 contains 7749 members 
Mstep: Class 15 contains 7257 members 
Mstep: Class 16 contains 18253 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70273 members 
Mstep: Class 19 contains 27844 members 
Mstep: Class 20 contains 8852 members 
Mstep: Class 21 contains 119764 members 
Mstep: Class 22 contains 13176 members 
Mstep: Class 23 contains 8728 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 25225 members 
Mstep: Class 26 contains 6678 members 
Mstep: Class 27 contains 16499 members 
Mstep: Class 28 contains 53921 members 
Mstep: Class 29 contains 49129 members 
Mstep: Class 30 contains 73186 members 
Mstep: Class 31 contains 8979 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24029 members 
Mstep: Class 34 contains 86254 members 
Mstep: Class 35 contains 92282 members 
Mstep: Class 36 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934376.000000 Penalty: 74027.203125
Iteration 68Q: 37 clusters Score -1.109344e+08 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 20053 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 24313 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 88394 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69817 members 
Mstep: Class 10 contains 15834 members 
Mstep: Class 11 contains 14262 members 
Mstep: Class 12 contains 12031 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70274 members 
Mstep: Class 19 contains 27831 members 
Mstep: Class 20 contains 8865 members 
Mstep: Class 21 contains 119824 members 
Mstep: Class 22 contains 13238 members 
Mstep: Class 23 contains 8731 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 25022 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 16535 members 
Mstep: Class 28 contains 53961 members 
Mstep: Class 29 contains 49205 members 
Mstep: Class 30 contains 73390 members 
Mstep: Class 31 contains 8868 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24034 members 
Mstep: Class 34 contains 86161 members 
Mstep: Class 35 contains 92288 members 
Mstep: Class 36 contains 13784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935248.000000 Penalty: 74027.203125
Iteration 69Q: 37 clusters Score -1.109352e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 20042 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 24356 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 88204 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69689 members 
Mstep: Class 10 contains 15898 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 12077 members 
Mstep: Class 13 contains 7198 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 18401 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70253 members 
Mstep: Class 19 contains 27826 members 
Mstep: Class 20 contains 8876 members 
Mstep: Class 21 contains 119898 members 
Mstep: Class 22 contains 13282 members 
Mstep: Class 23 contains 8736 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 24829 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 54010 members 
Mstep: Class 29 contains 49245 members 
Mstep: Class 30 contains 73586 members 
Mstep: Class 31 contains 8754 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24045 members 
Mstep: Class 34 contains 86060 members 
Mstep: Class 35 contains 92312 members 
Mstep: Class 36 contains 13799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110935600.000000 Penalty: 74027.203125
Iteration 70Q: 37 clusters Score -1.109356e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 20031 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 24413 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 88057 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69567 members 
Mstep: Class 10 contains 15936 members 
Mstep: Class 11 contains 14304 members 
Mstep: Class 12 contains 12125 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 7641 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 18470 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70208 members 
Mstep: Class 19 contains 27825 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 119949 members 
Mstep: Class 22 contains 13331 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 24662 members 
Mstep: Class 26 contains 6493 members 
Mstep: Class 27 contains 16634 members 
Mstep: Class 28 contains 54058 members 
Mstep: Class 29 contains 49287 members 
Mstep: Class 30 contains 73783 members 
Mstep: Class 31 contains 8635 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24046 members 
Mstep: Class 34 contains 85950 members 
Mstep: Class 35 contains 92323 members 
Mstep: Class 36 contains 13814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936080.000000 Penalty: 74027.203125
Iteration 71Q: 37 clusters Score -1.109361e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 20020 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 24471 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 87881 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69460 members 
Mstep: Class 10 contains 15972 members 
Mstep: Class 11 contains 14315 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 7489 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 7271 members 
Mstep: Class 16 contains 18532 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70188 members 
Mstep: Class 19 contains 27810 members 
Mstep: Class 20 contains 8895 members 
Mstep: Class 21 contains 120010 members 
Mstep: Class 22 contains 13376 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 24494 members 
Mstep: Class 26 contains 6445 members 
Mstep: Class 27 contains 16681 members 
Mstep: Class 28 contains 54108 members 
Mstep: Class 29 contains 49296 members 
Mstep: Class 30 contains 73989 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24057 members 
Mstep: Class 34 contains 85832 members 
Mstep: Class 35 contains 92334 members 
Mstep: Class 36 contains 13819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936192.000000 Penalty: 74027.203125
Iteration 72Q: 37 clusters Score -1.109362e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 20013 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 24512 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 87767 members 
Mstep: Class 7 contains 5330 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69342 members 
Mstep: Class 10 contains 15996 members 
Mstep: Class 11 contains 14340 members 
Mstep: Class 12 contains 12203 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 7593 members 
Mstep: Class 15 contains 7273 members 
Mstep: Class 16 contains 18593 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70193 members 
Mstep: Class 19 contains 27814 members 
Mstep: Class 20 contains 8901 members 
Mstep: Class 21 contains 120061 members 
Mstep: Class 22 contains 13427 members 
Mstep: Class 23 contains 8755 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 24307 members 
Mstep: Class 26 contains 6408 members 
Mstep: Class 27 contains 16715 members 
Mstep: Class 28 contains 54154 members 
Mstep: Class 29 contains 49315 members 
Mstep: Class 30 contains 74165 members 
Mstep: Class 31 contains 8418 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24068 members 
Mstep: Class 34 contains 85696 members 
Mstep: Class 35 contains 92356 members 
Mstep: Class 36 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936504.000000 Penalty: 74027.203125
Iteration 73Q: 37 clusters Score -1.109365e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 19994 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 24528 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 87632 members 
Mstep: Class 7 contains 5341 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 16016 members 
Mstep: Class 11 contains 14352 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 14 contains 7567 members 
Mstep: Class 15 contains 7273 members 
Mstep: Class 16 contains 18652 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70228 members 
Mstep: Class 19 contains 27820 members 
Mstep: Class 20 contains 8910 members 
Mstep: Class 21 contains 120148 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 8762 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 24129 members 
Mstep: Class 26 contains 6374 members 
Mstep: Class 27 contains 16760 members 
Mstep: Class 28 contains 54218 members 
Mstep: Class 29 contains 49298 members 
Mstep: Class 30 contains 74311 members 
Mstep: Class 31 contains 8331 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24071 members 
Mstep: Class 34 contains 85561 members 
Mstep: Class 35 contains 92372 members 
Mstep: Class 36 contains 13845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936528.000000 Penalty: 74027.203125
Iteration 74Q: 37 clusters Score -1.109365e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 19982 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 24554 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 87503 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69173 members 
Mstep: Class 10 contains 16030 members 
Mstep: Class 11 contains 14352 members 
Mstep: Class 12 contains 12253 members 
Mstep: Class 13 contains 7881 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 18709 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70309 members 
Mstep: Class 19 contains 27820 members 
Mstep: Class 20 contains 8924 members 
Mstep: Class 21 contains 120231 members 
Mstep: Class 22 contains 13514 members 
Mstep: Class 23 contains 8764 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23962 members 
Mstep: Class 26 contains 6347 members 
Mstep: Class 27 contains 16798 members 
Mstep: Class 28 contains 54261 members 
Mstep: Class 29 contains 49340 members 
Mstep: Class 30 contains 74378 members 
Mstep: Class 31 contains 8247 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24078 members 
Mstep: Class 34 contains 85403 members 
Mstep: Class 35 contains 92379 members 
Mstep: Class 36 contains 13860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936848.000000 Penalty: 74027.203125
Iteration 75Q: 37 clusters Score -1.109368e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 19973 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 24583 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 87375 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69107 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 14357 members 
Mstep: Class 12 contains 12290 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 7524 members 
Mstep: Class 15 contains 7287 members 
Mstep: Class 16 contains 18745 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70399 members 
Mstep: Class 19 contains 27833 members 
Mstep: Class 20 contains 8931 members 
Mstep: Class 21 contains 120304 members 
Mstep: Class 22 contains 13542 members 
Mstep: Class 23 contains 8768 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23790 members 
Mstep: Class 26 contains 6320 members 
Mstep: Class 27 contains 16795 members 
Mstep: Class 28 contains 54312 members 
Mstep: Class 29 contains 49375 members 
Mstep: Class 30 contains 74435 members 
Mstep: Class 31 contains 8181 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24082 members 
Mstep: Class 34 contains 85261 members 
Mstep: Class 35 contains 92391 members 
Mstep: Class 36 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110937032.000000 Penalty: 74027.203125
Iteration 76Q: 37 clusters Score -1.10937e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 19969 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 24636 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 87253 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 69037 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 14363 members 
Mstep: Class 12 contains 12319 members 
Mstep: Class 13 contains 8204 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 18773 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70493 members 
Mstep: Class 19 contains 27840 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 120383 members 
Mstep: Class 22 contains 13546 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23629 members 
Mstep: Class 26 contains 6293 members 
Mstep: Class 27 contains 16784 members 
Mstep: Class 28 contains 54332 members 
Mstep: Class 29 contains 49388 members 
Mstep: Class 30 contains 74480 members 
Mstep: Class 31 contains 8124 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24090 members 
Mstep: Class 34 contains 85144 members 
Mstep: Class 35 contains 92406 members 
Mstep: Class 36 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110937432.000000 Penalty: 74027.203125
Iteration 77Q: 37 clusters Score -1.109374e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 19963 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 24665 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 87132 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68984 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 13 contains 8421 members 
Mstep: Class 14 contains 7501 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 16 contains 18805 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70579 members 
Mstep: Class 19 contains 27839 members 
Mstep: Class 20 contains 8944 members 
Mstep: Class 21 contains 120466 members 
Mstep: Class 22 contains 13544 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23450 members 
Mstep: Class 26 contains 6287 members 
Mstep: Class 27 contains 16748 members 
Mstep: Class 28 contains 54372 members 
Mstep: Class 29 contains 49396 members 
Mstep: Class 30 contains 74483 members 
Mstep: Class 31 contains 8068 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24097 members 
Mstep: Class 34 contains 85046 members 
Mstep: Class 35 contains 92419 members 
Mstep: Class 36 contains 13887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110937456.000000 Penalty: 74027.203125
Iteration 78Q: 37 clusters Score -1.109375e+08 nChanged 1933
Entering ConstructFrom: 
Score: -110937456.000000 Penalty: 74027.203125
Entering ConstructFrom: 
Trying to split cluster 1 (4669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Entering Unmasked Estep 
Score: -467541.250000 Penalty: 1257.166626
	Iteration 0F: 2 clusters Score -467541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -464158.093750 Penalty: 2514.333252
	Iteration 0F: 3 clusters Score -464158.1 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -465262.687500 Penalty: 2514.333252
	Iteration 1F: 3 clusters Score -465262.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -465553.687500 Penalty: 2514.333252
	Iteration 2F: 3 clusters Score -465553.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -465752.031250 Penalty: 2514.333252
	Iteration 3F: 3 clusters Score -465752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -465934.718750 Penalty: 2514.333252
	Iteration 4Q: 3 clusters Score -465934.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -466104.156250 Penalty: 2514.333252
	Iteration 5Q: 3 clusters Score -466104.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -466241.062500 Penalty: 2514.333252
	Iteration 6Q: 3 clusters Score -466241.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -466354.593750 Penalty: 2514.333252
	Iteration 7Q: 3 clusters Score -466354.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -466453.031250 Penalty: 2514.333252
	Iteration 8Q: 3 clusters Score -466453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -466525.593750 Penalty: 2514.333252
	Iteration 9Q: 3 clusters Score -466525.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -466588.687500 Penalty: 2514.333252
	Iteration 10Q: 3 clusters Score -466588.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -466647.125000 Penalty: 2514.333252
	Iteration 11Q: 3 clusters Score -466647.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -466697.156250 Penalty: 2514.333252
	Iteration 12Q: 3 clusters Score -466697.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -466753.593750 Penalty: 2514.333252
	Iteration 13Q: 3 clusters Score -466753.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -466804.031250 Penalty: 2514.333252
	Iteration 14Q: 3 clusters Score -466804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -466837.625000 Penalty: 2514.333252
	Iteration 15Q: 3 clusters Score -466837.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -466858.187500 Penalty: 2514.333252
	Iteration 16Q: 3 clusters Score -466858.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -466873.156250 Penalty: 2514.333252
	Iteration 17Q: 3 clusters Score -466873.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -466888.406250 Penalty: 2514.333252
	Iteration 18Q: 3 clusters Score -466888.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -466903.562500 Penalty: 2514.333252
	Iteration 19Q: 3 clusters Score -466903.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -466915.781250 Penalty: 2514.333252
	Iteration 20F: 3 clusters Score -466915.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -466921.687500 Penalty: 2514.333252
	Iteration 21Q: 3 clusters Score -466921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -466925.812500 Penalty: 2514.333252
	Iteration 22Q: 3 clusters Score -466925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -466928.437500 Penalty: 2514.333252
	Iteration 23Q: 3 clusters Score -466928.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -466931.593750 Penalty: 2514.333252
	Iteration 24Q: 3 clusters Score -466931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -466933.812500 Penalty: 2514.333252
	Iteration 25Q: 3 clusters Score -466933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -466935.781250 Penalty: 2514.333252
	Iteration 26Q: 3 clusters Score -466935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -466939.156250 Penalty: 2514.333252
	Iteration 27Q: 3 clusters Score -466939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -466940.187500 Penalty: 2514.333252
	Iteration 28Q: 3 clusters Score -466940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -466941.656250 Penalty: 2514.333252
	Iteration 29Q: 3 clusters Score -466941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -466943.125000 Penalty: 2514.333252
	Iteration 30Q: 3 clusters Score -466943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -466944.500000 Penalty: 2514.333252
	Iteration 31Q: 3 clusters Score -466944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -466944.500000 Penalty: 2514.333252
	Iteration 32F: 3 clusters Score -466944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Entering Unmasked Estep 
Score: -2256839.500000 Penalty: 1473.311279
	Iteration 0F: 2 clusters Score -2256840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2243728.500000 Penalty: 2946.622559
	Iteration 0F: 3 clusters Score -2243728 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2248396.000000 Penalty: 2946.622559
	Iteration 1F: 3 clusters Score -2248396 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2248831.000000 Penalty: 2946.622559
	Iteration 2F: 3 clusters Score -2248831 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2249274.000000 Penalty: 2946.622559
	Iteration 3F: 3 clusters Score -2249274 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2249749.750000 Penalty: 2946.622559
	Iteration 4F: 3 clusters Score -2249750 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2250370.500000 Penalty: 2946.622559
	Iteration 5F: 3 clusters Score -2250370 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2251121.250000 Penalty: 2946.622559
	Iteration 6F: 3 clusters Score -2251121 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2251961.750000 Penalty: 2946.622559
	Iteration 7F: 3 clusters Score -2251962 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2252832.250000 Penalty: 2946.622559
	Iteration 8F: 3 clusters Score -2252832 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2253706.250000 Penalty: 2946.622559
	Iteration 9F: 3 clusters Score -2253706 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2254391.750000 Penalty: 2946.622559
	Iteration 10Q: 3 clusters Score -2254392 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2254873.250000 Penalty: 2946.622559
	Iteration 11Q: 3 clusters Score -2254873 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2255146.000000 Penalty: 2946.622559
	Iteration 12Q: 3 clusters Score -2255146 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2255329.750000 Penalty: 2946.622559
	Iteration 13Q: 3 clusters Score -2255330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2255457.750000 Penalty: 2946.622559
	Iteration 14Q: 3 clusters Score -2255458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2255529.500000 Penalty: 2946.622559
	Iteration 15Q: 3 clusters Score -2255530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2255577.250000 Penalty: 2946.622559
	Iteration 16Q: 3 clusters Score -2255577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2255600.250000 Penalty: 2946.622559
	Iteration 17Q: 3 clusters Score -2255600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2255623.000000 Penalty: 2946.622559
	Iteration 18Q: 3 clusters Score -2255623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2255641.250000 Penalty: 2946.622559
	Iteration 19Q: 3 clusters Score -2255641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2255662.750000 Penalty: 2946.622559
	Iteration 20F: 3 clusters Score -2255663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2255672.750000 Penalty: 2946.622559
	Iteration 21Q: 3 clusters Score -2255673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2255687.000000 Penalty: 2946.622559
	Iteration 22Q: 3 clusters Score -2255687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2255701.000000 Penalty: 2946.622559
	Iteration 23Q: 3 clusters Score -2255701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2255711.750000 Penalty: 2946.622559
	Iteration 24Q: 3 clusters Score -2255712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2255717.500000 Penalty: 2946.622559
	Iteration 25Q: 3 clusters Score -2255718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2255718.500000 Penalty: 2946.622559
	Iteration 26Q: 3 clusters Score -2255718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2255718.500000 Penalty: 2946.622559
	Iteration 27F: 3 clusters Score -2255718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -286752.781250 Penalty: 1192.089722
	Iteration 0F: 2 clusters Score -286752.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -284288.156250 Penalty: 2384.179443
	Iteration 0F: 3 clusters Score -284288.2 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285114.406250 Penalty: 2384.179443
	Iteration 1F: 3 clusters Score -285114.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -285514.968750 Penalty: 2384.179443
	Iteration 2F: 3 clusters Score -285515 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -285912.093750 Penalty: 2384.179443
	Iteration 3F: 3 clusters Score -285912.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -286210.406250 Penalty: 2384.179443
	Iteration 4F: 3 clusters Score -286210.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -286382.000000 Penalty: 2384.179443
	Iteration 5F: 3 clusters Score -286382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -286491.437500 Penalty: 2384.179443
	Iteration 6Q: 3 clusters Score -286491.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -286569.687500 Penalty: 2384.179443
	Iteration 7Q: 3 clusters Score -286569.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -286614.968750 Penalty: 2384.179443
	Iteration 8Q: 3 clusters Score -286615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -286643.062500 Penalty: 2384.179443
	Iteration 9Q: 3 clusters Score -286643.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -286652.562500 Penalty: 2384.179443
	Iteration 10Q: 3 clusters Score -286652.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -286662.187500 Penalty: 2384.179443
	Iteration 11Q: 3 clusters Score -286662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -286680.718750 Penalty: 2384.179443
	Iteration 12Q: 3 clusters Score -286680.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -286710.750000 Penalty: 2384.179443
	Iteration 13Q: 3 clusters Score -286710.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -286739.531250 Penalty: 2384.179443
	Iteration 14Q: 3 clusters Score -286739.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -286754.031250 Penalty: 2384.179443
	Iteration 15Q: 3 clusters Score -286754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -286767.218750 Penalty: 2384.179443
	Iteration 16Q: 3 clusters Score -286767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -286775.593750 Penalty: 2384.179443
	Iteration 17Q: 3 clusters Score -286775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -286781.375000 Penalty: 2384.179443
	Iteration 18Q: 3 clusters Score -286781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -286788.312500 Penalty: 2384.179443
	Iteration 19Q: 3 clusters Score -286788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -286792.312500 Penalty: 2384.179443
	Iteration 20F: 3 clusters Score -286792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -286796.531250 Penalty: 2384.179443
	Iteration 21Q: 3 clusters Score -286796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -286797.250000 Penalty: 2384.179443
	Iteration 22Q: 3 clusters Score -286797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -286799.343750 Penalty: 2384.179443
	Iteration 23Q: 3 clusters Score -286799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -286801.593750 Penalty: 2384.179443
	Iteration 24Q: 3 clusters Score -286801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -286805.500000 Penalty: 2384.179443
	Iteration 25Q: 3 clusters Score -286805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -286808.312500 Penalty: 2384.179443
	Iteration 26Q: 3 clusters Score -286808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -286812.000000 Penalty: 2384.179443
	Iteration 27Q: 3 clusters Score -286812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -286816.562500 Penalty: 2384.179443
	Iteration 28Q: 3 clusters Score -286816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -286824.125000 Penalty: 2384.179443
	Iteration 29Q: 3 clusters Score -286824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -286832.562500 Penalty: 2384.179443
	Iteration 30Q: 3 clusters Score -286832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -286838.593750 Penalty: 2384.179443
	Iteration 31Q: 3 clusters Score -286838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -286843.500000 Penalty: 2384.179443
	Iteration 32Q: 3 clusters Score -286843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -286845.937500 Penalty: 2384.179443
	Iteration 33Q: 3 clusters Score -286845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -286847.250000 Penalty: 2384.179443
	Iteration 34Q: 3 clusters Score -286847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -286848.343750 Penalty: 2384.179443
	Iteration 35Q: 3 clusters Score -286848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -286849.125000 Penalty: 2384.179443
	Iteration 36Q: 3 clusters Score -286849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286849.531250 Penalty: 2384.179443
	Iteration 37Q: 3 clusters Score -286849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286849.531250 Penalty: 2384.179443
	Iteration 38F: 3 clusters Score -286849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 24705 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 86994 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 120545 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 1637 members 
Entering Unmasked Estep 
Score: -110937240.000000 Penalty: 76083.507812
Splitting cluster 3 changes total score from -110937456.000000 to -110937240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Entering Unmasked Estep 
Score: -2731731.000000 Penalty: 1505.076538
	Iteration 0F: 2 clusters Score -2731731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2715766.750000 Penalty: 3010.153076
	Iteration 0F: 3 clusters Score -2715767 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2721729.000000 Penalty: 3010.153076
	Iteration 1F: 3 clusters Score -2721729 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2722394.500000 Penalty: 3010.153076
	Iteration 2F: 3 clusters Score -2722394 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2723103.500000 Penalty: 3010.153076
	Iteration 3F: 3 clusters Score -2723104 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2723865.500000 Penalty: 3010.153076
	Iteration 4F: 3 clusters Score -2723866 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2724552.750000 Penalty: 3010.153076
	Iteration 5F: 3 clusters Score -2724553 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2725237.750000 Penalty: 3010.153076
	Iteration 6Q: 3 clusters Score -2725238 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2725851.500000 Penalty: 3010.153076
	Iteration 7Q: 3 clusters Score -2725852 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2726426.750000 Penalty: 3010.153076
	Iteration 8Q: 3 clusters Score -2726427 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2726905.500000 Penalty: 3010.153076
	Iteration 9Q: 3 clusters Score -2726906 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2727321.750000 Penalty: 3010.153076
	Iteration 10Q: 3 clusters Score -2727322 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2727715.250000 Penalty: 3010.153076
	Iteration 11Q: 3 clusters Score -2727715 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2728087.000000 Penalty: 3010.153076
	Iteration 12Q: 3 clusters Score -2728087 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2728418.750000 Penalty: 3010.153076
	Iteration 13Q: 3 clusters Score -2728419 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2728703.500000 Penalty: 3010.153076
	Iteration 14Q: 3 clusters Score -2728704 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2728909.000000 Penalty: 3010.153076
	Iteration 15Q: 3 clusters Score -2728909 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2729056.750000 Penalty: 3010.153076
	Iteration 16Q: 3 clusters Score -2729057 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2729205.750000 Penalty: 3010.153076
	Iteration 17Q: 3 clusters Score -2729206 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2729303.000000 Penalty: 3010.153076
	Iteration 18Q: 3 clusters Score -2729303 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2729363.750000 Penalty: 3010.153076
	Iteration 19Q: 3 clusters Score -2729364 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2729433.500000 Penalty: 3010.153076
	Iteration 20F: 3 clusters Score -2729434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2729524.500000 Penalty: 3010.153076
	Iteration 21Q: 3 clusters Score -2729524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2729587.750000 Penalty: 3010.153076
	Iteration 22Q: 3 clusters Score -2729588 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2729651.750000 Penalty: 3010.153076
	Iteration 23Q: 3 clusters Score -2729652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2729684.500000 Penalty: 3010.153076
	Iteration 24Q: 3 clusters Score -2729684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2729725.000000 Penalty: 3010.153076
	Iteration 25Q: 3 clusters Score -2729725 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2729766.250000 Penalty: 3010.153076
	Iteration 26Q: 3 clusters Score -2729766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2729799.000000 Penalty: 3010.153076
	Iteration 27Q: 3 clusters Score -2729799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2729852.750000 Penalty: 3010.153076
	Iteration 28Q: 3 clusters Score -2729853 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2729880.250000 Penalty: 3010.153076
	Iteration 29Q: 3 clusters Score -2729880 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2729904.750000 Penalty: 3010.153076
	Iteration 30Q: 3 clusters Score -2729905 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2729931.000000 Penalty: 3010.153076
	Iteration 31Q: 3 clusters Score -2729931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2729938.750000 Penalty: 3010.153076
	Iteration 32Q: 3 clusters Score -2729939 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2729957.000000 Penalty: 3010.153076
	Iteration 33Q: 3 clusters Score -2729957 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2729981.750000 Penalty: 3010.153076
	Iteration 34Q: 3 clusters Score -2729982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2729982.750000 Penalty: 3010.153076
	Iteration 35Q: 3 clusters Score -2729983 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2730004.000000 Penalty: 3010.153076
	Iteration 36Q: 3 clusters Score -2730004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2730018.500000 Penalty: 3010.153076
	Iteration 37Q: 3 clusters Score -2730018 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2730038.250000 Penalty: 3010.153076
	Iteration 38Q: 3 clusters Score -2730038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2730055.000000 Penalty: 3010.153076
	Iteration 39Q: 3 clusters Score -2730055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2730063.000000 Penalty: 3010.153076
	Iteration 40F: 3 clusters Score -2730063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2730089.500000 Penalty: 3010.153076
	Iteration 41Q: 3 clusters Score -2730090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2730095.500000 Penalty: 3010.153076
	Iteration 42Q: 3 clusters Score -2730096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2730114.500000 Penalty: 3010.153076
	Iteration 43Q: 3 clusters Score -2730114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2730136.000000 Penalty: 3010.153076
	Iteration 44Q: 3 clusters Score -2730136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2730152.750000 Penalty: 3010.153076
	Iteration 45Q: 3 clusters Score -2730153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2730155.250000 Penalty: 3010.153076
	Iteration 46Q: 3 clusters Score -2730155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2730165.500000 Penalty: 3010.153076
	Iteration 47Q: 3 clusters Score -2730166 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2730188.250000 Penalty: 3010.153076
	Iteration 48Q: 3 clusters Score -2730188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2730193.250000 Penalty: 3010.153076
	Iteration 49Q: 3 clusters Score -2730193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2730199.500000 Penalty: 3010.153076
	Iteration 50Q: 3 clusters Score -2730200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2730215.000000 Penalty: 3010.153076
	Iteration 51Q: 3 clusters Score -2730215 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2730241.500000 Penalty: 3010.153076
	Iteration 52Q: 3 clusters Score -2730242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2730246.250000 Penalty: 3010.153076
	Iteration 53Q: 3 clusters Score -2730246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2730259.000000 Penalty: 3010.153076
	Iteration 54Q: 3 clusters Score -2730259 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2730272.750000 Penalty: 3010.153076
	Iteration 55Q: 3 clusters Score -2730273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2730273.750000 Penalty: 3010.153076
	Iteration 56Q: 3 clusters Score -2730274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2730288.500000 Penalty: 3010.153076
	Iteration 57Q: 3 clusters Score -2730288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2730304.500000 Penalty: 3010.153076
	Iteration 58Q: 3 clusters Score -2730304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2730308.000000 Penalty: 3010.153076
	Iteration 59Q: 3 clusters Score -2730308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2730319.750000 Penalty: 3010.153076
	Iteration 60F: 3 clusters Score -2730320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2730326.500000 Penalty: 3010.153076
	Iteration 61Q: 3 clusters Score -2730326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2730337.750000 Penalty: 3010.153076
	Iteration 62Q: 3 clusters Score -2730338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2730356.250000 Penalty: 3010.153076
	Iteration 63Q: 3 clusters Score -2730356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2730375.250000 Penalty: 3010.153076
	Iteration 64Q: 3 clusters Score -2730375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2730389.500000 Penalty: 3010.153076
	Iteration 65Q: 3 clusters Score -2730390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2730396.000000 Penalty: 3010.153076
	Iteration 66Q: 3 clusters Score -2730396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2730400.500000 Penalty: 3010.153076
	Iteration 67Q: 3 clusters Score -2730400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2730407.000000 Penalty: 3010.153076
	Iteration 68Q: 3 clusters Score -2730407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2730419.750000 Penalty: 3010.153076
	Iteration 69Q: 3 clusters Score -2730420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2730421.250000 Penalty: 3010.153076
	Iteration 70Q: 3 clusters Score -2730421 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2730441.500000 Penalty: 3010.153076
	Iteration 71Q: 3 clusters Score -2730442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2730443.250000 Penalty: 3010.153076
	Iteration 72Q: 3 clusters Score -2730443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2730454.000000 Penalty: 3010.153076
	Iteration 73Q: 3 clusters Score -2730454 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2730464.750000 Penalty: 3010.153076
	Iteration 74Q: 3 clusters Score -2730465 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2730467.000000 Penalty: 3010.153076
	Iteration 75Q: 3 clusters Score -2730467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2730494.250000 Penalty: 3010.153076
	Iteration 76Q: 3 clusters Score -2730494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2730511.500000 Penalty: 3010.153076
	Iteration 77Q: 3 clusters Score -2730512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2730532.250000 Penalty: 3010.153076
	Iteration 78Q: 3 clusters Score -2730532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2730546.250000 Penalty: 3010.153076
	Iteration 79Q: 3 clusters Score -2730546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2730560.000000 Penalty: 3010.153076
	Iteration 80F: 3 clusters Score -2730560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2730581.000000 Penalty: 3010.153076
	Iteration 81Q: 3 clusters Score -2730581 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2730603.000000 Penalty: 3010.153076
	Iteration 82Q: 3 clusters Score -2730603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2730631.250000 Penalty: 3010.153076
	Iteration 83Q: 3 clusters Score -2730631 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2730653.250000 Penalty: 3010.153076
	Iteration 84Q: 3 clusters Score -2730653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2730677.250000 Penalty: 3010.153076
	Iteration 85Q: 3 clusters Score -2730677 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2730694.500000 Penalty: 3010.153076
	Iteration 86Q: 3 clusters Score -2730694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2730714.000000 Penalty: 3010.153076
	Iteration 87Q: 3 clusters Score -2730714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2730716.000000 Penalty: 3010.153076
	Iteration 88Q: 3 clusters Score -2730716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2730726.250000 Penalty: 3010.153076
	Iteration 89Q: 3 clusters Score -2730726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2730724.750000 Penalty: 3010.153076
	Iteration 90Q: 3 clusters Score -2730725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2730741.000000 Penalty: 3010.153076
	Iteration 91Q: 3 clusters Score -2730741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2730759.750000 Penalty: 3010.153076
	Iteration 92Q: 3 clusters Score -2730760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2730763.750000 Penalty: 3010.153076
	Iteration 93Q: 3 clusters Score -2730764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2730780.750000 Penalty: 3010.153076
	Iteration 94Q: 3 clusters Score -2730781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2730797.750000 Penalty: 3010.153076
	Iteration 95Q: 3 clusters Score -2730798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2730805.750000 Penalty: 3010.153076
	Iteration 96Q: 3 clusters Score -2730806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2730826.250000 Penalty: 3010.153076
	Iteration 97Q: 3 clusters Score -2730826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2730847.500000 Penalty: 3010.153076
	Iteration 98Q: 3 clusters Score -2730848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2730861.000000 Penalty: 3010.153076
	Iteration 99Q: 3 clusters Score -2730861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2730892.500000 Penalty: 3010.153076
	Iteration 100F: 3 clusters Score -2730892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2730911.000000 Penalty: 3010.153076
	Iteration 101Q: 3 clusters Score -2730911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2730945.000000 Penalty: 3010.153076
	Iteration 102Q: 3 clusters Score -2730945 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2730978.500000 Penalty: 3010.153076
	Iteration 103Q: 3 clusters Score -2730978 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2731014.000000 Penalty: 3010.153076
	Iteration 104Q: 3 clusters Score -2731014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2731040.750000 Penalty: 3010.153076
	Iteration 105Q: 3 clusters Score -2731041 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2731076.750000 Penalty: 3010.153076
	Iteration 106Q: 3 clusters Score -2731077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2731123.750000 Penalty: 3010.153076
	Iteration 107Q: 3 clusters Score -2731124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2731177.250000 Penalty: 3010.153076
	Iteration 108Q: 3 clusters Score -2731177 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2731237.750000 Penalty: 3010.153076
	Iteration 109Q: 3 clusters Score -2731238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2731295.500000 Penalty: 3010.153076
	Iteration 110Q: 3 clusters Score -2731296 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2731357.250000 Penalty: 3010.153076
	Iteration 111Q: 3 clusters Score -2731357 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2731410.250000 Penalty: 3010.153076
	Iteration 112Q: 3 clusters Score -2731410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2731463.750000 Penalty: 3010.153076
	Iteration 113Q: 3 clusters Score -2731464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2731504.750000 Penalty: 3010.153076
	Iteration 114Q: 3 clusters Score -2731505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2731539.750000 Penalty: 3010.153076
	Iteration 115Q: 3 clusters Score -2731540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2731571.750000 Penalty: 3010.153076
	Iteration 116Q: 3 clusters Score -2731572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2731599.750000 Penalty: 3010.153076
	Iteration 117Q: 3 clusters Score -2731600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2731609.500000 Penalty: 3010.153076
	Iteration 118Q: 3 clusters Score -2731610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2731612.000000 Penalty: 3010.153076
	Iteration 119Q: 3 clusters Score -2731612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2731630.500000 Penalty: 3010.153076
	Iteration 120F: 3 clusters Score -2731630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2731644.500000 Penalty: 3010.153076
	Iteration 121Q: 3 clusters Score -2731644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2731645.750000 Penalty: 3010.153076
	Iteration 122Q: 3 clusters Score -2731646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2731655.500000 Penalty: 3010.153076
	Iteration 123Q: 3 clusters Score -2731656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2731664.250000 Penalty: 3010.153076
	Iteration 124Q: 3 clusters Score -2731664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2731669.000000 Penalty: 3010.153076
	Iteration 125Q: 3 clusters Score -2731669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2731678.500000 Penalty: 3010.153076
	Iteration 126Q: 3 clusters Score -2731678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2731687.000000 Penalty: 3010.153076
	Iteration 127Q: 3 clusters Score -2731687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2731688.000000 Penalty: 3010.153076
	Iteration 128Q: 3 clusters Score -2731688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2731705.250000 Penalty: 3010.153076
	Iteration 129Q: 3 clusters Score -2731705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2731728.000000 Penalty: 3010.153076
	Iteration 130Q: 3 clusters Score -2731728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2731760.500000 Penalty: 3010.153076
	Iteration 131Q: 3 clusters Score -2731760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2731782.000000 Penalty: 3010.153076
	Iteration 132Q: 3 clusters Score -2731782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2731818.000000 Penalty: 3010.153076
	Iteration 133Q: 3 clusters Score -2731818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2731890.750000 Penalty: 3010.153076
	Iteration 134Q: 3 clusters Score -2731891 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2731975.750000 Penalty: 3010.153076
	Iteration 135Q: 3 clusters Score -2731976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2732059.500000 Penalty: 3010.153076
	Iteration 136Q: 3 clusters Score -2732060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2732099.750000 Penalty: 3010.153076
	Iteration 137Q: 3 clusters Score -2732100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2732140.750000 Penalty: 3010.153076
	Iteration 138Q: 3 clusters Score -2732141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2732166.500000 Penalty: 3010.153076
	Iteration 139Q: 3 clusters Score -2732166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2732181.750000 Penalty: 3010.153076
	Iteration 140F: 3 clusters Score -2732182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2732202.000000 Penalty: 3010.153076
	Iteration 141Q: 3 clusters Score -2732202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2732214.750000 Penalty: 3010.153076
	Iteration 142Q: 3 clusters Score -2732215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2732224.250000 Penalty: 3010.153076
	Iteration 143Q: 3 clusters Score -2732224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2732228.750000 Penalty: 3010.153076
	Iteration 144Q: 3 clusters Score -2732229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2732230.000000 Penalty: 3010.153076
	Iteration 145Q: 3 clusters Score -2732230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2732228.250000 Penalty: 3010.153076
	Iteration 146Q: 3 clusters Score -2732228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2732226.250000 Penalty: 3010.153076
	Iteration 147Q: 3 clusters Score -2732226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2732226.250000 Penalty: 3010.153076
	Iteration 148F: 3 clusters Score -2732226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 86994 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 120545 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Entering Unmasked Estep 
Score: -110937544.000000 Penalty: 76083.507812
Splitting cluster 4 changes total score from -110937456.000000 to -110937544.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -384098.000000 Penalty: 1220.039429
	Iteration 0F: 2 clusters Score -384098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -381250.656250 Penalty: 2440.078857
	Iteration 0F: 3 clusters Score -381250.7 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -382060.312500 Penalty: 2440.078857
	Iteration 1F: 3 clusters Score -382060.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -382256.687500 Penalty: 2440.078857
	Iteration 2F: 3 clusters Score -382256.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -382376.781250 Penalty: 2440.078857
	Iteration 3Q: 3 clusters Score -382376.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -382470.750000 Penalty: 2440.078857
	Iteration 4Q: 3 clusters Score -382470.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -382533.843750 Penalty: 2440.078857
	Iteration 5Q: 3 clusters Score -382533.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -382593.031250 Penalty: 2440.078857
	Iteration 6Q: 3 clusters Score -382593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382642.937500 Penalty: 2440.078857
	Iteration 7Q: 3 clusters Score -382642.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -382695.531250 Penalty: 2440.078857
	Iteration 8Q: 3 clusters Score -382695.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -382748.750000 Penalty: 2440.078857
	Iteration 9Q: 3 clusters Score -382748.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -382793.781250 Penalty: 2440.078857
	Iteration 10Q: 3 clusters Score -382793.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -382837.718750 Penalty: 2440.078857
	Iteration 11Q: 3 clusters Score -382837.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -382871.031250 Penalty: 2440.078857
	Iteration 12Q: 3 clusters Score -382871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -382907.062500 Penalty: 2440.078857
	Iteration 13Q: 3 clusters Score -382907.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -382942.625000 Penalty: 2440.078857
	Iteration 14Q: 3 clusters Score -382942.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -382974.531250 Penalty: 2440.078857
	Iteration 15Q: 3 clusters Score -382974.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -383004.875000 Penalty: 2440.078857
	Iteration 16Q: 3 clusters Score -383004.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -383040.593750 Penalty: 2440.078857
	Iteration 17Q: 3 clusters Score -383040.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -383082.843750 Penalty: 2440.078857
	Iteration 18Q: 3 clusters Score -383082.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -383114.625000 Penalty: 2440.078857
	Iteration 19Q: 3 clusters Score -383114.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -383141.500000 Penalty: 2440.078857
	Iteration 20F: 3 clusters Score -383141.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -383167.031250 Penalty: 2440.078857
	Iteration 21Q: 3 clusters Score -383167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -383189.625000 Penalty: 2440.078857
	Iteration 22Q: 3 clusters Score -383189.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -383211.468750 Penalty: 2440.078857
	Iteration 23Q: 3 clusters Score -383211.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -383237.812500 Penalty: 2440.078857
	Iteration 24Q: 3 clusters Score -383237.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -383258.281250 Penalty: 2440.078857
	Iteration 25Q: 3 clusters Score -383258.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -383276.781250 Penalty: 2440.078857
	Iteration 26Q: 3 clusters Score -383276.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -383286.843750 Penalty: 2440.078857
	Iteration 27Q: 3 clusters Score -383286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -383296.000000 Penalty: 2440.078857
	Iteration 28Q: 3 clusters Score -383296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -383312.656250 Penalty: 2440.078857
	Iteration 29Q: 3 clusters Score -383312.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -383327.687500 Penalty: 2440.078857
	Iteration 30Q: 3 clusters Score -383327.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -383340.406250 Penalty: 2440.078857
	Iteration 31Q: 3 clusters Score -383340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -383349.718750 Penalty: 2440.078857
	Iteration 32Q: 3 clusters Score -383349.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -383361.531250 Penalty: 2440.078857
	Iteration 33Q: 3 clusters Score -383361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -383366.843750 Penalty: 2440.078857
	Iteration 34Q: 3 clusters Score -383366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -383370.500000 Penalty: 2440.078857
	Iteration 35Q: 3 clusters Score -383370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -383373.687500 Penalty: 2440.078857
	Iteration 36Q: 3 clusters Score -383373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -383375.156250 Penalty: 2440.078857
	Iteration 37Q: 3 clusters Score -383375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -383377.906250 Penalty: 2440.078857
	Iteration 38Q: 3 clusters Score -383377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -383379.468750 Penalty: 2440.078857
	Iteration 39Q: 3 clusters Score -383379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -383380.281250 Penalty: 2440.078857
	Iteration 40F: 3 clusters Score -383380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -383382.093750 Penalty: 2440.078857
	Iteration 41Q: 3 clusters Score -383382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -383384.593750 Penalty: 2440.078857
	Iteration 42Q: 3 clusters Score -383384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -383386.062500 Penalty: 2440.078857
	Iteration 43Q: 3 clusters Score -383386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -383386.687500 Penalty: 2440.078857
	Iteration 44Q: 3 clusters Score -383386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -383386.687500 Penalty: 2440.078857
	Iteration 45F: 3 clusters Score -383386.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Entering Unmasked Estep 
Score: -10075658.000000 Penalty: 1692.390869
	Iteration 0F: 2 clusters Score -1.007566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -10019406.000000 Penalty: 3384.781738
	Iteration 0F: 3 clusters Score -1.001941e+07 nChanged 40976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -10042982.000000 Penalty: 3384.781738
	Iteration 1F: 3 clusters Score -1.004298e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -10044208.000000 Penalty: 3384.781738
	Iteration 2Q: 3 clusters Score -1.004421e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -10045660.000000 Penalty: 3384.781738
	Iteration 3Q: 3 clusters Score -1.004566e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -10047765.000000 Penalty: 3384.781738
	Iteration 4F: 3 clusters Score -1.004776e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -10050278.000000 Penalty: 3384.781738
	Iteration 5F: 3 clusters Score -1.005028e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -10052921.000000 Penalty: 3384.781738
	Iteration 6F: 3 clusters Score -1.005292e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -10055806.000000 Penalty: 3384.781738
	Iteration 7F: 3 clusters Score -1.005581e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -10058634.000000 Penalty: 3384.781738
	Iteration 8F: 3 clusters Score -1.005863e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -10061347.000000 Penalty: 3384.781738
	Iteration 9F: 3 clusters Score -1.006135e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -10063989.000000 Penalty: 3384.781738
	Iteration 10Q: 3 clusters Score -1.006399e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -10066360.000000 Penalty: 3384.781738
	Iteration 11Q: 3 clusters Score -1.006636e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -10068183.000000 Penalty: 3384.781738
	Iteration 12Q: 3 clusters Score -1.006818e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -10069422.000000 Penalty: 3384.781738
	Iteration 13Q: 3 clusters Score -1.006942e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -10070302.000000 Penalty: 3384.781738
	Iteration 14Q: 3 clusters Score -1.00703e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -10071143.000000 Penalty: 3384.781738
	Iteration 15Q: 3 clusters Score -1.007114e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -10071948.000000 Penalty: 3384.781738
	Iteration 16Q: 3 clusters Score -1.007195e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -10072596.000000 Penalty: 3384.781738
	Iteration 17Q: 3 clusters Score -1.00726e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -10073187.000000 Penalty: 3384.781738
	Iteration 18Q: 3 clusters Score -1.007319e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -10073711.000000 Penalty: 3384.781738
	Iteration 19Q: 3 clusters Score -1.007371e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -10074209.000000 Penalty: 3384.781738
	Iteration 20F: 3 clusters Score -1.007421e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -10074577.000000 Penalty: 3384.781738
	Iteration 21Q: 3 clusters Score -1.007458e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -10074875.000000 Penalty: 3384.781738
	Iteration 22Q: 3 clusters Score -1.007488e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -10075119.000000 Penalty: 3384.781738
	Iteration 23Q: 3 clusters Score -1.007512e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -10075272.000000 Penalty: 3384.781738
	Iteration 24Q: 3 clusters Score -1.007527e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -10075403.000000 Penalty: 3384.781738
	Iteration 25Q: 3 clusters Score -1.00754e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10075498.000000 Penalty: 3384.781738
	Iteration 26Q: 3 clusters Score -1.00755e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10075547.000000 Penalty: 3384.781738
	Iteration 27Q: 3 clusters Score -1.007555e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -10075606.000000 Penalty: 3384.781738
	Iteration 28Q: 3 clusters Score -1.007561e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10075658.000000 Penalty: 3384.781738
	Iteration 29Q: 3 clusters Score -1.007566e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -10075652.000000 Penalty: 3384.781738
	Iteration 30Q: 3 clusters Score -1.007565e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -10075669.000000 Penalty: 3384.781738
	Iteration 31Q: 3 clusters Score -1.007567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10075697.000000 Penalty: 3384.781738
	Iteration 32Q: 3 clusters Score -1.00757e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10075693.000000 Penalty: 3384.781738
	Iteration 33Q: 3 clusters Score -1.007569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -10075708.000000 Penalty: 3384.781738
	Iteration 34Q: 3 clusters Score -1.007571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -10075712.000000 Penalty: 3384.781738
	Iteration 35Q: 3 clusters Score -1.007571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -10075714.000000 Penalty: 3384.781738
	Iteration 36Q: 3 clusters Score -1.007571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10075751.000000 Penalty: 3384.781738
	Iteration 37Q: 3 clusters Score -1.007575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -10075756.000000 Penalty: 3384.781738
	Iteration 38Q: 3 clusters Score -1.007576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10075759.000000 Penalty: 3384.781738
	Iteration 39Q: 3 clusters Score -1.007576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10075758.000000 Penalty: 3384.781738
	Iteration 40F: 3 clusters Score -1.007576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10075751.000000 Penalty: 3384.781738
	Iteration 41Q: 3 clusters Score -1.007575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10075744.000000 Penalty: 3384.781738
	Iteration 42Q: 3 clusters Score -1.007574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -10075751.000000 Penalty: 3384.781738
	Iteration 43Q: 3 clusters Score -1.007575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10075748.000000 Penalty: 3384.781738
	Iteration 44Q: 3 clusters Score -1.007575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84763 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10075749.000000 Penalty: 3384.781738
	Iteration 45Q: 3 clusters Score -1.007575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10075755.000000 Penalty: 3384.781738
	Iteration 46Q: 3 clusters Score -1.007576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10075757.000000 Penalty: 3384.781738
	Iteration 47Q: 3 clusters Score -1.007576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10075761.000000 Penalty: 3384.781738
	Iteration 48Q: 3 clusters Score -1.007576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10075758.000000 Penalty: 3384.781738
	Iteration 49Q: 3 clusters Score -1.007576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10075758.000000 Penalty: 3384.781738
	Iteration 50F: 3 clusters Score -1.007576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 120545 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Entering Unmasked Estep 
Score: -110937592.000000 Penalty: 78139.828125
Splitting cluster 6 changes total score from -110937456.000000 to -110937592.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -574076.562500 Penalty: 1277.925781
	Iteration 0F: 2 clusters Score -574076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -570157.750000 Penalty: 2555.851562
	Iteration 0F: 3 clusters Score -570157.8 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -571367.937500 Penalty: 2555.851562
	Iteration 1F: 3 clusters Score -571367.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -571626.250000 Penalty: 2555.851562
	Iteration 2F: 3 clusters Score -571626.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -571781.312500 Penalty: 2555.851562
	Iteration 3F: 3 clusters Score -571781.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -571899.500000 Penalty: 2555.851562
	Iteration 4Q: 3 clusters Score -571899.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -571990.062500 Penalty: 2555.851562
	Iteration 5Q: 3 clusters Score -571990.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -572078.062500 Penalty: 2555.851562
	Iteration 6Q: 3 clusters Score -572078.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -572156.312500 Penalty: 2555.851562
	Iteration 7Q: 3 clusters Score -572156.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -572213.312500 Penalty: 2555.851562
	Iteration 8Q: 3 clusters Score -572213.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -572267.687500 Penalty: 2555.851562
	Iteration 9Q: 3 clusters Score -572267.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -572329.937500 Penalty: 2555.851562
	Iteration 10Q: 3 clusters Score -572329.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -572396.875000 Penalty: 2555.851562
	Iteration 11Q: 3 clusters Score -572396.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -572462.437500 Penalty: 2555.851562
	Iteration 12Q: 3 clusters Score -572462.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -572531.125000 Penalty: 2555.851562
	Iteration 13Q: 3 clusters Score -572531.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -572584.000000 Penalty: 2555.851562
	Iteration 14Q: 3 clusters Score -572584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -572634.062500 Penalty: 2555.851562
	Iteration 15Q: 3 clusters Score -572634.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -572692.125000 Penalty: 2555.851562
	Iteration 16Q: 3 clusters Score -572692.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -572756.375000 Penalty: 2555.851562
	Iteration 17Q: 3 clusters Score -572756.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -572797.375000 Penalty: 2555.851562
	Iteration 18Q: 3 clusters Score -572797.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -572836.750000 Penalty: 2555.851562
	Iteration 19Q: 3 clusters Score -572836.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -572876.437500 Penalty: 2555.851562
	Iteration 20F: 3 clusters Score -572876.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -572916.937500 Penalty: 2555.851562
	Iteration 21Q: 3 clusters Score -572916.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -572956.312500 Penalty: 2555.851562
	Iteration 22Q: 3 clusters Score -572956.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -572990.062500 Penalty: 2555.851562
	Iteration 23Q: 3 clusters Score -572990.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -573031.437500 Penalty: 2555.851562
	Iteration 24Q: 3 clusters Score -573031.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -573064.687500 Penalty: 2555.851562
	Iteration 25Q: 3 clusters Score -573064.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -573087.000000 Penalty: 2555.851562
	Iteration 26Q: 3 clusters Score -573087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -573110.500000 Penalty: 2555.851562
	Iteration 27Q: 3 clusters Score -573110.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -573133.187500 Penalty: 2555.851562
	Iteration 28Q: 3 clusters Score -573133.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -573148.750000 Penalty: 2555.851562
	Iteration 29Q: 3 clusters Score -573148.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -573158.562500 Penalty: 2555.851562
	Iteration 30Q: 3 clusters Score -573158.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -573167.000000 Penalty: 2555.851562
	Iteration 31Q: 3 clusters Score -573167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -573172.187500 Penalty: 2555.851562
	Iteration 32Q: 3 clusters Score -573172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -573173.687500 Penalty: 2555.851562
	Iteration 33Q: 3 clusters Score -573173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -573175.187500 Penalty: 2555.851562
	Iteration 34Q: 3 clusters Score -573175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -573179.875000 Penalty: 2555.851562
	Iteration 35Q: 3 clusters Score -573179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -573183.062500 Penalty: 2555.851562
	Iteration 36Q: 3 clusters Score -573183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -573185.250000 Penalty: 2555.851562
	Iteration 37Q: 3 clusters Score -573185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -573185.750000 Penalty: 2555.851562
	Iteration 38Q: 3 clusters Score -573185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -573186.562500 Penalty: 2555.851562
	Iteration 39Q: 3 clusters Score -573186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -573186.562500 Penalty: 2555.851562
	Iteration 40F: 3 clusters Score -573186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -31377.890625 Penalty: 844.700989
	Iteration 0F: 2 clusters Score -31377.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30667.605469 Penalty: 1689.401978
	Iteration 0F: 3 clusters Score -30667.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30749.705078 Penalty: 1689.401978
	Iteration 1F: 3 clusters Score -30749.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30767.740234 Penalty: 1689.401978
	Iteration 2Q: 3 clusters Score -30767.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30786.589844 Penalty: 1689.401978
	Iteration 3Q: 3 clusters Score -30786.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30792.115234 Penalty: 1689.401978
	Iteration 4Q: 3 clusters Score -30792.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30798.615234 Penalty: 1689.401978
	Iteration 5Q: 3 clusters Score -30798.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30809.884766 Penalty: 1689.401978
	Iteration 6Q: 3 clusters Score -30809.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30817.783203 Penalty: 1689.401978
	Iteration 7Q: 3 clusters Score -30817.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30824.707031 Penalty: 1689.401978
	Iteration 8Q: 3 clusters Score -30824.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30824.707031 Penalty: 1689.401978
	Iteration 9F: 3 clusters Score -30824.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Entering Unmasked Estep 
Score: -8054743.000000 Penalty: 1657.762329
	Iteration 0F: 2 clusters Score -8054743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8009882.000000 Penalty: 3315.524658
	Iteration 0F: 3 clusters Score -8009882 nChanged 32355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -8028254.500000 Penalty: 3315.524658
	Iteration 1F: 3 clusters Score -8028254 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -8029230.500000 Penalty: 3315.524658
	Iteration 2Q: 3 clusters Score -8029230 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -8030562.000000 Penalty: 3315.524658
	Iteration 3Q: 3 clusters Score -8030562 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -8032513.000000 Penalty: 3315.524658
	Iteration 4F: 3 clusters Score -8032513 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -8035174.000000 Penalty: 3315.524658
	Iteration 5F: 3 clusters Score -8035174 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -8038449.500000 Penalty: 3315.524658
	Iteration 6F: 3 clusters Score -8038450 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -8041955.500000 Penalty: 3315.524658
	Iteration 7F: 3 clusters Score -8041956 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -8045448.500000 Penalty: 3315.524658
	Iteration 8F: 3 clusters Score -8045448 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -8048527.500000 Penalty: 3315.524658
	Iteration 9F: 3 clusters Score -8048528 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -8050784.000000 Penalty: 3315.524658
	Iteration 10Q: 3 clusters Score -8050784 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8052148.000000 Penalty: 3315.524658
	Iteration 11Q: 3 clusters Score -8052148 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8052786.500000 Penalty: 3315.524658
	Iteration 12Q: 3 clusters Score -8052786 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8053077.500000 Penalty: 3315.524658
	Iteration 13Q: 3 clusters Score -8053078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8053198.000000 Penalty: 3315.524658
	Iteration 14Q: 3 clusters Score -8053198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8053254.000000 Penalty: 3315.524658
	Iteration 15Q: 3 clusters Score -8053254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8053309.500000 Penalty: 3315.524658
	Iteration 16Q: 3 clusters Score -8053310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8053349.500000 Penalty: 3315.524658
	Iteration 17Q: 3 clusters Score -8053350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8053400.000000 Penalty: 3315.524658
	Iteration 18Q: 3 clusters Score -8053400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8053419.500000 Penalty: 3315.524658
	Iteration 19Q: 3 clusters Score -8053420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8053430.500000 Penalty: 3315.524658
	Iteration 20F: 3 clusters Score -8053430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8053432.000000 Penalty: 3315.524658
	Iteration 21Q: 3 clusters Score -8053432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8053440.500000 Penalty: 3315.524658
	Iteration 22Q: 3 clusters Score -8053440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8053447.000000 Penalty: 3315.524658
	Iteration 23Q: 3 clusters Score -8053447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8053448.000000 Penalty: 3315.524658
	Iteration 24Q: 3 clusters Score -8053448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8053452.500000 Penalty: 3315.524658
	Iteration 25Q: 3 clusters Score -8053452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8053452.000000 Penalty: 3315.524658
	Iteration 26Q: 3 clusters Score -8053452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8053452.000000 Penalty: 3315.524658
	Iteration 27F: 3 clusters Score -8053452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Entering Unmasked Estep 
Score: -1725875.750000 Penalty: 1440.964355
	Iteration 0F: 2 clusters Score -1725876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1715224.000000 Penalty: 2881.928711
	Iteration 0F: 3 clusters Score -1715224 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1719122.125000 Penalty: 2881.928711
	Iteration 1F: 3 clusters Score -1719122 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1719760.750000 Penalty: 2881.928711
	Iteration 2F: 3 clusters Score -1719761 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1720524.750000 Penalty: 2881.928711
	Iteration 3F: 3 clusters Score -1720525 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1721515.375000 Penalty: 2881.928711
	Iteration 4F: 3 clusters Score -1721515 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1722553.000000 Penalty: 2881.928711
	Iteration 5F: 3 clusters Score -1722553 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1723408.250000 Penalty: 2881.928711
	Iteration 6F: 3 clusters Score -1723408 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1724119.875000 Penalty: 2881.928711
	Iteration 7F: 3 clusters Score -1724120 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1724735.875000 Penalty: 2881.928711
	Iteration 8Q: 3 clusters Score -1724736 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1725274.875000 Penalty: 2881.928711
	Iteration 9Q: 3 clusters Score -1725275 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1725766.375000 Penalty: 2881.928711
	Iteration 10Q: 3 clusters Score -1725766 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1726194.250000 Penalty: 2881.928711
	Iteration 11Q: 3 clusters Score -1726194 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1726653.250000 Penalty: 2881.928711
	Iteration 12Q: 3 clusters Score -1726653 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1727212.875000 Penalty: 2881.928711
	Iteration 13Q: 3 clusters Score -1727213 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1727820.375000 Penalty: 2881.928711
	Iteration 14Q: 3 clusters Score -1727820 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1728322.250000 Penalty: 2881.928711
	Iteration 15Q: 3 clusters Score -1728322 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1728720.125000 Penalty: 2881.928711
	Iteration 16Q: 3 clusters Score -1728720 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1729016.375000 Penalty: 2881.928711
	Iteration 17Q: 3 clusters Score -1729016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1729188.875000 Penalty: 2881.928711
	Iteration 18Q: 3 clusters Score -1729189 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1729300.625000 Penalty: 2881.928711
	Iteration 19Q: 3 clusters Score -1729301 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1729380.500000 Penalty: 2881.928711
	Iteration 20F: 3 clusters Score -1729380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1729408.750000 Penalty: 2881.928711
	Iteration 21Q: 3 clusters Score -1729409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1729422.750000 Penalty: 2881.928711
	Iteration 22Q: 3 clusters Score -1729423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1729426.625000 Penalty: 2881.928711
	Iteration 23Q: 3 clusters Score -1729427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1729426.000000 Penalty: 2881.928711
	Iteration 24Q: 3 clusters Score -1729426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1729430.500000 Penalty: 2881.928711
	Iteration 25Q: 3 clusters Score -1729430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1729427.750000 Penalty: 2881.928711
	Iteration 26Q: 3 clusters Score -1729428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1729435.625000 Penalty: 2881.928711
	Iteration 27Q: 3 clusters Score -1729436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1729434.000000 Penalty: 2881.928711
	Iteration 28Q: 3 clusters Score -1729434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1729432.875000 Penalty: 2881.928711
	Iteration 29Q: 3 clusters Score -1729433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1729432.875000 Penalty: 2881.928711
	Iteration 30F: 3 clusters Score -1729433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 120545 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Entering Unmasked Estep 
Score: -110940696.000000 Penalty: 80196.132812
Splitting cluster 10 changes total score from -110937456.000000 to -110940696.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 11 (14325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Entering Unmasked Estep 
Score: -1588118.375000 Penalty: 1423.980469
	Iteration 0F: 2 clusters Score -1588118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1578676.875000 Penalty: 2847.960938
	Iteration 0F: 3 clusters Score -1578677 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1581886.375000 Penalty: 2847.960938
	Iteration 1F: 3 clusters Score -1581886 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1582311.750000 Penalty: 2847.960938
	Iteration 2F: 3 clusters Score -1582312 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1582655.875000 Penalty: 2847.960938
	Iteration 3F: 3 clusters Score -1582656 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1582972.250000 Penalty: 2847.960938
	Iteration 4Q: 3 clusters Score -1582972 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1583266.125000 Penalty: 2847.960938
	Iteration 5Q: 3 clusters Score -1583266 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1583598.125000 Penalty: 2847.960938
	Iteration 6Q: 3 clusters Score -1583598 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1583997.125000 Penalty: 2847.960938
	Iteration 7Q: 3 clusters Score -1583997 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1584409.250000 Penalty: 2847.960938
	Iteration 8Q: 3 clusters Score -1584409 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1584819.875000 Penalty: 2847.960938
	Iteration 9Q: 3 clusters Score -1584820 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1585205.250000 Penalty: 2847.960938
	Iteration 10Q: 3 clusters Score -1585205 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1585565.750000 Penalty: 2847.960938
	Iteration 11Q: 3 clusters Score -1585566 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1585872.125000 Penalty: 2847.960938
	Iteration 12Q: 3 clusters Score -1585872 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1586114.875000 Penalty: 2847.960938
	Iteration 13Q: 3 clusters Score -1586115 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1586275.000000 Penalty: 2847.960938
	Iteration 14Q: 3 clusters Score -1586275 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1586382.625000 Penalty: 2847.960938
	Iteration 15Q: 3 clusters Score -1586383 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1586466.875000 Penalty: 2847.960938
	Iteration 16Q: 3 clusters Score -1586467 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1586552.750000 Penalty: 2847.960938
	Iteration 17Q: 3 clusters Score -1586553 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1586633.875000 Penalty: 2847.960938
	Iteration 18Q: 3 clusters Score -1586634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1586712.000000 Penalty: 2847.960938
	Iteration 19Q: 3 clusters Score -1586712 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1586796.125000 Penalty: 2847.960938
	Iteration 20F: 3 clusters Score -1586796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1586877.000000 Penalty: 2847.960938
	Iteration 21Q: 3 clusters Score -1586877 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1586941.750000 Penalty: 2847.960938
	Iteration 22Q: 3 clusters Score -1586942 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1586998.500000 Penalty: 2847.960938
	Iteration 23Q: 3 clusters Score -1586998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1587050.250000 Penalty: 2847.960938
	Iteration 24Q: 3 clusters Score -1587050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1587092.500000 Penalty: 2847.960938
	Iteration 25Q: 3 clusters Score -1587092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1587115.875000 Penalty: 2847.960938
	Iteration 26Q: 3 clusters Score -1587116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1587139.250000 Penalty: 2847.960938
	Iteration 27Q: 3 clusters Score -1587139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1587159.500000 Penalty: 2847.960938
	Iteration 28Q: 3 clusters Score -1587160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1587180.250000 Penalty: 2847.960938
	Iteration 29Q: 3 clusters Score -1587180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1587197.625000 Penalty: 2847.960938
	Iteration 30Q: 3 clusters Score -1587198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1587206.250000 Penalty: 2847.960938
	Iteration 31Q: 3 clusters Score -1587206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1587219.125000 Penalty: 2847.960938
	Iteration 32Q: 3 clusters Score -1587219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1587227.875000 Penalty: 2847.960938
	Iteration 33Q: 3 clusters Score -1587228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1587238.250000 Penalty: 2847.960938
	Iteration 34Q: 3 clusters Score -1587238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1587243.000000 Penalty: 2847.960938
	Iteration 35Q: 3 clusters Score -1587243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1587248.875000 Penalty: 2847.960938
	Iteration 36Q: 3 clusters Score -1587249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1587254.375000 Penalty: 2847.960938
	Iteration 37Q: 3 clusters Score -1587254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1587262.375000 Penalty: 2847.960938
	Iteration 38Q: 3 clusters Score -1587262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1587269.125000 Penalty: 2847.960938
	Iteration 39Q: 3 clusters Score -1587269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1587274.625000 Penalty: 2847.960938
	Iteration 40F: 3 clusters Score -1587275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1587273.000000 Penalty: 2847.960938
	Iteration 41Q: 3 clusters Score -1587273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1587273.625000 Penalty: 2847.960938
	Iteration 42Q: 3 clusters Score -1587274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1587274.750000 Penalty: 2847.960938
	Iteration 43Q: 3 clusters Score -1587275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1587276.375000 Penalty: 2847.960938
	Iteration 44Q: 3 clusters Score -1587276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1587276.375000 Penalty: 2847.960938
	Iteration 45F: 3 clusters Score -1587276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Entering Unmasked Estep 
Score: -1362527.750000 Penalty: 1402.218994
	Iteration 0F: 2 clusters Score -1362528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1354313.125000 Penalty: 2804.437988
	Iteration 0F: 3 clusters Score -1354313 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1357174.250000 Penalty: 2804.437988
	Iteration 1F: 3 clusters Score -1357174 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1357573.875000 Penalty: 2804.437988
	Iteration 2F: 3 clusters Score -1357574 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1357889.875000 Penalty: 2804.437988
	Iteration 3F: 3 clusters Score -1357890 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1358127.750000 Penalty: 2804.437988
	Iteration 4Q: 3 clusters Score -1358128 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1358313.250000 Penalty: 2804.437988
	Iteration 5Q: 3 clusters Score -1358313 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1358468.750000 Penalty: 2804.437988
	Iteration 6Q: 3 clusters Score -1358469 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1358623.625000 Penalty: 2804.437988
	Iteration 7Q: 3 clusters Score -1358624 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1358766.000000 Penalty: 2804.437988
	Iteration 8Q: 3 clusters Score -1358766 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1358951.000000 Penalty: 2804.437988
	Iteration 9Q: 3 clusters Score -1358951 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1359159.375000 Penalty: 2804.437988
	Iteration 10Q: 3 clusters Score -1359159 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1359374.000000 Penalty: 2804.437988
	Iteration 11Q: 3 clusters Score -1359374 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1359590.875000 Penalty: 2804.437988
	Iteration 12Q: 3 clusters Score -1359591 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1359811.625000 Penalty: 2804.437988
	Iteration 13Q: 3 clusters Score -1359812 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1360017.125000 Penalty: 2804.437988
	Iteration 14Q: 3 clusters Score -1360017 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1360170.500000 Penalty: 2804.437988
	Iteration 15Q: 3 clusters Score -1360170 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1360310.375000 Penalty: 2804.437988
	Iteration 16Q: 3 clusters Score -1360310 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1360437.125000 Penalty: 2804.437988
	Iteration 17Q: 3 clusters Score -1360437 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1360544.375000 Penalty: 2804.437988
	Iteration 18Q: 3 clusters Score -1360544 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1360611.750000 Penalty: 2804.437988
	Iteration 19Q: 3 clusters Score -1360612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1360665.875000 Penalty: 2804.437988
	Iteration 20F: 3 clusters Score -1360666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1360701.000000 Penalty: 2804.437988
	Iteration 21Q: 3 clusters Score -1360701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1360722.250000 Penalty: 2804.437988
	Iteration 22Q: 3 clusters Score -1360722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1360745.375000 Penalty: 2804.437988
	Iteration 23Q: 3 clusters Score -1360745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1360757.250000 Penalty: 2804.437988
	Iteration 24Q: 3 clusters Score -1360757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1360772.625000 Penalty: 2804.437988
	Iteration 25Q: 3 clusters Score -1360773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1360779.750000 Penalty: 2804.437988
	Iteration 26Q: 3 clusters Score -1360780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1360789.625000 Penalty: 2804.437988
	Iteration 27Q: 3 clusters Score -1360790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1360793.875000 Penalty: 2804.437988
	Iteration 28Q: 3 clusters Score -1360794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1360807.625000 Penalty: 2804.437988
	Iteration 29Q: 3 clusters Score -1360808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1360817.000000 Penalty: 2804.437988
	Iteration 30Q: 3 clusters Score -1360817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1360819.875000 Penalty: 2804.437988
	Iteration 31Q: 3 clusters Score -1360820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1360831.125000 Penalty: 2804.437988
	Iteration 32Q: 3 clusters Score -1360831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1360837.000000 Penalty: 2804.437988
	Iteration 33Q: 3 clusters Score -1360837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1360845.375000 Penalty: 2804.437988
	Iteration 34Q: 3 clusters Score -1360845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1360856.125000 Penalty: 2804.437988
	Iteration 35Q: 3 clusters Score -1360856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1360860.875000 Penalty: 2804.437988
	Iteration 36Q: 3 clusters Score -1360861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1360870.500000 Penalty: 2804.437988
	Iteration 37Q: 3 clusters Score -1360870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1360871.375000 Penalty: 2804.437988
	Iteration 38Q: 3 clusters Score -1360871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1360876.250000 Penalty: 2804.437988
	Iteration 39Q: 3 clusters Score -1360876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1360881.250000 Penalty: 2804.437988
	Iteration 40F: 3 clusters Score -1360881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1360883.500000 Penalty: 2804.437988
	Iteration 41Q: 3 clusters Score -1360884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1360884.375000 Penalty: 2804.437988
	Iteration 42Q: 3 clusters Score -1360884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1360888.250000 Penalty: 2804.437988
	Iteration 43Q: 3 clusters Score -1360888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1360885.375000 Penalty: 2804.437988
	Iteration 44Q: 3 clusters Score -1360885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1360881.500000 Penalty: 2804.437988
	Iteration 45Q: 3 clusters Score -1360882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1360884.875000 Penalty: 2804.437988
	Iteration 46Q: 3 clusters Score -1360885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1360886.625000 Penalty: 2804.437988
	Iteration 47Q: 3 clusters Score -1360887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1360891.875000 Penalty: 2804.437988
	Iteration 48Q: 3 clusters Score -1360892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1360890.250000 Penalty: 2804.437988
	Iteration 49Q: 3 clusters Score -1360890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1360892.625000 Penalty: 2804.437988
	Iteration 50Q: 3 clusters Score -1360893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1360891.500000 Penalty: 2804.437988
	Iteration 51Q: 3 clusters Score -1360892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1360892.250000 Penalty: 2804.437988
	Iteration 52Q: 3 clusters Score -1360892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1360894.125000 Penalty: 2804.437988
	Iteration 53Q: 3 clusters Score -1360894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1360893.000000 Penalty: 2804.437988
	Iteration 54Q: 3 clusters Score -1360893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1360893.375000 Penalty: 2804.437988
	Iteration 55Q: 3 clusters Score -1360893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1360893.375000 Penalty: 2804.437988
	Iteration 56F: 3 clusters Score -1360893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Entering Unmasked Estep 
Score: -948345.937500 Penalty: 1348.505371
	Iteration 0F: 2 clusters Score -948345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -942446.500000 Penalty: 2697.010742
	Iteration 0F: 3 clusters Score -942446.5 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -944404.562500 Penalty: 2697.010742
	Iteration 1F: 3 clusters Score -944404.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -944733.187500 Penalty: 2697.010742
	Iteration 2F: 3 clusters Score -944733.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -944954.625000 Penalty: 2697.010742
	Iteration 3F: 3 clusters Score -944954.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -945122.250000 Penalty: 2697.010742
	Iteration 4Q: 3 clusters Score -945122.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -945256.187500 Penalty: 2697.010742
	Iteration 5Q: 3 clusters Score -945256.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -945370.437500 Penalty: 2697.010742
	Iteration 6Q: 3 clusters Score -945370.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -945468.000000 Penalty: 2697.010742
	Iteration 7Q: 3 clusters Score -945468 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -945568.875000 Penalty: 2697.010742
	Iteration 8Q: 3 clusters Score -945568.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -945680.125000 Penalty: 2697.010742
	Iteration 9Q: 3 clusters Score -945680.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -945809.312500 Penalty: 2697.010742
	Iteration 10Q: 3 clusters Score -945809.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -945934.062500 Penalty: 2697.010742
	Iteration 11Q: 3 clusters Score -945934.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -946038.312500 Penalty: 2697.010742
	Iteration 12Q: 3 clusters Score -946038.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -946150.187500 Penalty: 2697.010742
	Iteration 13Q: 3 clusters Score -946150.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -946254.250000 Penalty: 2697.010742
	Iteration 14Q: 3 clusters Score -946254.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -946388.312500 Penalty: 2697.010742
	Iteration 15Q: 3 clusters Score -946388.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -946509.812500 Penalty: 2697.010742
	Iteration 16Q: 3 clusters Score -946509.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -946621.625000 Penalty: 2697.010742
	Iteration 17Q: 3 clusters Score -946621.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -946715.562500 Penalty: 2697.010742
	Iteration 18Q: 3 clusters Score -946715.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -946803.187500 Penalty: 2697.010742
	Iteration 19Q: 3 clusters Score -946803.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -946880.875000 Penalty: 2697.010742
	Iteration 20F: 3 clusters Score -946880.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -946943.250000 Penalty: 2697.010742
	Iteration 21Q: 3 clusters Score -946943.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -946987.687500 Penalty: 2697.010742
	Iteration 22Q: 3 clusters Score -946987.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -947026.437500 Penalty: 2697.010742
	Iteration 23Q: 3 clusters Score -947026.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -947060.875000 Penalty: 2697.010742
	Iteration 24Q: 3 clusters Score -947060.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -947092.000000 Penalty: 2697.010742
	Iteration 25Q: 3 clusters Score -947092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -947111.687500 Penalty: 2697.010742
	Iteration 26Q: 3 clusters Score -947111.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -947127.625000 Penalty: 2697.010742
	Iteration 27Q: 3 clusters Score -947127.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -947143.625000 Penalty: 2697.010742
	Iteration 28Q: 3 clusters Score -947143.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -947160.937500 Penalty: 2697.010742
	Iteration 29Q: 3 clusters Score -947160.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -947175.812500 Penalty: 2697.010742
	Iteration 30Q: 3 clusters Score -947175.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -947184.375000 Penalty: 2697.010742
	Iteration 31Q: 3 clusters Score -947184.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -947196.312500 Penalty: 2697.010742
	Iteration 32Q: 3 clusters Score -947196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -947203.312500 Penalty: 2697.010742
	Iteration 33Q: 3 clusters Score -947203.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -947209.937500 Penalty: 2697.010742
	Iteration 34Q: 3 clusters Score -947209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -947213.062500 Penalty: 2697.010742
	Iteration 35Q: 3 clusters Score -947213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -947215.187500 Penalty: 2697.010742
	Iteration 36Q: 3 clusters Score -947215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -947219.750000 Penalty: 2697.010742
	Iteration 37Q: 3 clusters Score -947219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -947219.375000 Penalty: 2697.010742
	Iteration 38Q: 3 clusters Score -947219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -947226.687500 Penalty: 2697.010742
	Iteration 39Q: 3 clusters Score -947226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -947229.875000 Penalty: 2697.010742
	Iteration 40F: 3 clusters Score -947229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -947237.437500 Penalty: 2697.010742
	Iteration 41Q: 3 clusters Score -947237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -947240.937500 Penalty: 2697.010742
	Iteration 42Q: 3 clusters Score -947240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -947243.375000 Penalty: 2697.010742
	Iteration 43Q: 3 clusters Score -947243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -947245.375000 Penalty: 2697.010742
	Iteration 44Q: 3 clusters Score -947245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -947246.875000 Penalty: 2697.010742
	Iteration 45Q: 3 clusters Score -947246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -947246.500000 Penalty: 2697.010742
	Iteration 46Q: 3 clusters Score -947246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -947246.500000 Penalty: 2697.010742
	Iteration 47F: 3 clusters Score -947246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -758945.062500 Penalty: 1327.433350
	Iteration 0F: 2 clusters Score -758945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -753733.875000 Penalty: 2654.866699
	Iteration 0F: 3 clusters Score -753733.9 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -755442.750000 Penalty: 2654.866699
	Iteration 1F: 3 clusters Score -755442.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -755759.437500 Penalty: 2654.866699
	Iteration 2F: 3 clusters Score -755759.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -756017.562500 Penalty: 2654.866699
	Iteration 3F: 3 clusters Score -756017.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -756271.937500 Penalty: 2654.866699
	Iteration 4F: 3 clusters Score -756271.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -756469.875000 Penalty: 2654.866699
	Iteration 5Q: 3 clusters Score -756469.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -756641.437500 Penalty: 2654.866699
	Iteration 6Q: 3 clusters Score -756641.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -756793.937500 Penalty: 2654.866699
	Iteration 7Q: 3 clusters Score -756793.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -756958.187500 Penalty: 2654.866699
	Iteration 8Q: 3 clusters Score -756958.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -757117.875000 Penalty: 2654.866699
	Iteration 9Q: 3 clusters Score -757117.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -757273.125000 Penalty: 2654.866699
	Iteration 10Q: 3 clusters Score -757273.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -757401.937500 Penalty: 2654.866699
	Iteration 11Q: 3 clusters Score -757401.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -757506.437500 Penalty: 2654.866699
	Iteration 12Q: 3 clusters Score -757506.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -757594.812500 Penalty: 2654.866699
	Iteration 13Q: 3 clusters Score -757594.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -757657.000000 Penalty: 2654.866699
	Iteration 14Q: 3 clusters Score -757657 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -757710.812500 Penalty: 2654.866699
	Iteration 15Q: 3 clusters Score -757710.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -757758.375000 Penalty: 2654.866699
	Iteration 16Q: 3 clusters Score -757758.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -757802.437500 Penalty: 2654.866699
	Iteration 17Q: 3 clusters Score -757802.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -757844.437500 Penalty: 2654.866699
	Iteration 18Q: 3 clusters Score -757844.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -757877.562500 Penalty: 2654.866699
	Iteration 19Q: 3 clusters Score -757877.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -757912.062500 Penalty: 2654.866699
	Iteration 20F: 3 clusters Score -757912.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -757941.312500 Penalty: 2654.866699
	Iteration 21Q: 3 clusters Score -757941.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -757968.125000 Penalty: 2654.866699
	Iteration 22Q: 3 clusters Score -757968.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -757990.187500 Penalty: 2654.866699
	Iteration 23Q: 3 clusters Score -757990.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -758012.125000 Penalty: 2654.866699
	Iteration 24Q: 3 clusters Score -758012.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -758028.500000 Penalty: 2654.866699
	Iteration 25Q: 3 clusters Score -758028.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -758046.125000 Penalty: 2654.866699
	Iteration 26Q: 3 clusters Score -758046.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -758061.875000 Penalty: 2654.866699
	Iteration 27Q: 3 clusters Score -758061.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -758069.437500 Penalty: 2654.866699
	Iteration 28Q: 3 clusters Score -758069.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -758080.062500 Penalty: 2654.866699
	Iteration 29Q: 3 clusters Score -758080.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -758087.062500 Penalty: 2654.866699
	Iteration 30Q: 3 clusters Score -758087.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -758091.687500 Penalty: 2654.866699
	Iteration 31Q: 3 clusters Score -758091.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -758099.687500 Penalty: 2654.866699
	Iteration 32Q: 3 clusters Score -758099.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -758104.437500 Penalty: 2654.866699
	Iteration 33Q: 3 clusters Score -758104.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -758113.062500 Penalty: 2654.866699
	Iteration 34Q: 3 clusters Score -758113.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -758117.437500 Penalty: 2654.866699
	Iteration 35Q: 3 clusters Score -758117.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -758122.062500 Penalty: 2654.866699
	Iteration 36Q: 3 clusters Score -758122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -758123.750000 Penalty: 2654.866699
	Iteration 37Q: 3 clusters Score -758123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -758124.375000 Penalty: 2654.866699
	Iteration 38Q: 3 clusters Score -758124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -758125.937500 Penalty: 2654.866699
	Iteration 39Q: 3 clusters Score -758125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -758125.562500 Penalty: 2654.866699
	Iteration 40F: 3 clusters Score -758125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -758125.937500 Penalty: 2654.866699
	Iteration 41Q: 3 clusters Score -758125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -758127.562500 Penalty: 2654.866699
	Iteration 42Q: 3 clusters Score -758127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -758129.437500 Penalty: 2654.866699
	Iteration 43Q: 3 clusters Score -758129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -758129.812500 Penalty: 2654.866699
	Iteration 44Q: 3 clusters Score -758129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -758129.375000 Penalty: 2654.866699
	Iteration 45Q: 3 clusters Score -758129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -758129.375000 Penalty: 2654.866699
	Iteration 46F: 3 clusters Score -758129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -818252.375000 Penalty: 1324.015869
	Iteration 0F: 2 clusters Score -818252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -813190.250000 Penalty: 2648.031738
	Iteration 0F: 3 clusters Score -813190.2 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -814672.375000 Penalty: 2648.031738
	Iteration 1F: 3 clusters Score -814672.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -814896.812500 Penalty: 2648.031738
	Iteration 2F: 3 clusters Score -814896.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -815078.562500 Penalty: 2648.031738
	Iteration 3Q: 3 clusters Score -815078.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -815244.687500 Penalty: 2648.031738
	Iteration 4Q: 3 clusters Score -815244.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -815441.125000 Penalty: 2648.031738
	Iteration 5Q: 3 clusters Score -815441.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -815635.625000 Penalty: 2648.031738
	Iteration 6Q: 3 clusters Score -815635.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -815794.625000 Penalty: 2648.031738
	Iteration 7Q: 3 clusters Score -815794.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -815929.437500 Penalty: 2648.031738
	Iteration 8Q: 3 clusters Score -815929.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -816049.000000 Penalty: 2648.031738
	Iteration 9Q: 3 clusters Score -816049 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -816152.187500 Penalty: 2648.031738
	Iteration 10Q: 3 clusters Score -816152.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -816234.125000 Penalty: 2648.031738
	Iteration 11Q: 3 clusters Score -816234.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -816327.437500 Penalty: 2648.031738
	Iteration 12Q: 3 clusters Score -816327.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -816429.812500 Penalty: 2648.031738
	Iteration 13Q: 3 clusters Score -816429.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -816538.250000 Penalty: 2648.031738
	Iteration 14Q: 3 clusters Score -816538.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -816634.062500 Penalty: 2648.031738
	Iteration 15Q: 3 clusters Score -816634.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -816741.062500 Penalty: 2648.031738
	Iteration 16Q: 3 clusters Score -816741.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -816846.125000 Penalty: 2648.031738
	Iteration 17Q: 3 clusters Score -816846.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -816942.125000 Penalty: 2648.031738
	Iteration 18Q: 3 clusters Score -816942.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -817032.812500 Penalty: 2648.031738
	Iteration 19Q: 3 clusters Score -817032.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -817106.562500 Penalty: 2648.031738
	Iteration 20F: 3 clusters Score -817106.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -817172.312500 Penalty: 2648.031738
	Iteration 21Q: 3 clusters Score -817172.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -817230.250000 Penalty: 2648.031738
	Iteration 22Q: 3 clusters Score -817230.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -817290.687500 Penalty: 2648.031738
	Iteration 23Q: 3 clusters Score -817290.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -817358.687500 Penalty: 2648.031738
	Iteration 24Q: 3 clusters Score -817358.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -817416.187500 Penalty: 2648.031738
	Iteration 25Q: 3 clusters Score -817416.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -817462.562500 Penalty: 2648.031738
	Iteration 26Q: 3 clusters Score -817462.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -817494.375000 Penalty: 2648.031738
	Iteration 27Q: 3 clusters Score -817494.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -817525.875000 Penalty: 2648.031738
	Iteration 28Q: 3 clusters Score -817525.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -817551.187500 Penalty: 2648.031738
	Iteration 29Q: 3 clusters Score -817551.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -817577.125000 Penalty: 2648.031738
	Iteration 30Q: 3 clusters Score -817577.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -817609.562500 Penalty: 2648.031738
	Iteration 31Q: 3 clusters Score -817609.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -817653.250000 Penalty: 2648.031738
	Iteration 32Q: 3 clusters Score -817653.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -817700.562500 Penalty: 2648.031738
	Iteration 33Q: 3 clusters Score -817700.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -817750.000000 Penalty: 2648.031738
	Iteration 34Q: 3 clusters Score -817750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -817801.375000 Penalty: 2648.031738
	Iteration 35Q: 3 clusters Score -817801.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -817865.562500 Penalty: 2648.031738
	Iteration 36Q: 3 clusters Score -817865.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -817924.562500 Penalty: 2648.031738
	Iteration 37Q: 3 clusters Score -817924.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -817961.500000 Penalty: 2648.031738
	Iteration 38Q: 3 clusters Score -817961.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -817979.625000 Penalty: 2648.031738
	Iteration 39Q: 3 clusters Score -817979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -817988.062500 Penalty: 2648.031738
	Iteration 40F: 3 clusters Score -817988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -817995.500000 Penalty: 2648.031738
	Iteration 41Q: 3 clusters Score -817995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -817998.562500 Penalty: 2648.031738
	Iteration 42Q: 3 clusters Score -817998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -818001.687500 Penalty: 2648.031738
	Iteration 43Q: 3 clusters Score -818001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -818003.062500 Penalty: 2648.031738
	Iteration 44Q: 3 clusters Score -818003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -818005.812500 Penalty: 2648.031738
	Iteration 45Q: 3 clusters Score -818005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -818008.187500 Penalty: 2648.031738
	Iteration 46Q: 3 clusters Score -818008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -818008.625000 Penalty: 2648.031738
	Iteration 47Q: 3 clusters Score -818008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -818007.937500 Penalty: 2648.031738
	Iteration 48Q: 3 clusters Score -818007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -818007.937500 Penalty: 2648.031738
	Iteration 49F: 3 clusters Score -818007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Entering Unmasked Estep 
Score: -2084113.625000 Penalty: 1464.748169
	Iteration 0F: 2 clusters Score -2084114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2071683.125000 Penalty: 2929.496338
	Iteration 0F: 3 clusters Score -2071683 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2076067.750000 Penalty: 2929.496338
	Iteration 1F: 3 clusters Score -2076068 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2076466.250000 Penalty: 2929.496338
	Iteration 2F: 3 clusters Score -2076466 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2076793.500000 Penalty: 2929.496338
	Iteration 3Q: 3 clusters Score -2076794 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2077099.500000 Penalty: 2929.496338
	Iteration 4Q: 3 clusters Score -2077100 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2077424.750000 Penalty: 2929.496338
	Iteration 5Q: 3 clusters Score -2077425 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2077771.750000 Penalty: 2929.496338
	Iteration 6Q: 3 clusters Score -2077772 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2078147.125000 Penalty: 2929.496338
	Iteration 7Q: 3 clusters Score -2078147 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2078641.500000 Penalty: 2929.496338
	Iteration 8Q: 3 clusters Score -2078642 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2079204.375000 Penalty: 2929.496338
	Iteration 9Q: 3 clusters Score -2079204 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2079822.750000 Penalty: 2929.496338
	Iteration 10F: 3 clusters Score -2079823 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2080448.500000 Penalty: 2929.496338
	Iteration 11F: 3 clusters Score -2080448 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2080956.750000 Penalty: 2929.496338
	Iteration 12Q: 3 clusters Score -2080957 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2081379.000000 Penalty: 2929.496338
	Iteration 13Q: 3 clusters Score -2081379 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2081725.500000 Penalty: 2929.496338
	Iteration 14Q: 3 clusters Score -2081726 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2082005.500000 Penalty: 2929.496338
	Iteration 15Q: 3 clusters Score -2082006 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2082205.750000 Penalty: 2929.496338
	Iteration 16Q: 3 clusters Score -2082206 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2082358.375000 Penalty: 2929.496338
	Iteration 17Q: 3 clusters Score -2082358 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2082494.875000 Penalty: 2929.496338
	Iteration 18Q: 3 clusters Score -2082495 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2082610.750000 Penalty: 2929.496338
	Iteration 19Q: 3 clusters Score -2082611 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2082695.000000 Penalty: 2929.496338
	Iteration 20F: 3 clusters Score -2082695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2082762.750000 Penalty: 2929.496338
	Iteration 21Q: 3 clusters Score -2082763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2082811.500000 Penalty: 2929.496338
	Iteration 22Q: 3 clusters Score -2082812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2082856.125000 Penalty: 2929.496338
	Iteration 23Q: 3 clusters Score -2082856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2082900.000000 Penalty: 2929.496338
	Iteration 24Q: 3 clusters Score -2082900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2082967.750000 Penalty: 2929.496338
	Iteration 25Q: 3 clusters Score -2082968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2083026.000000 Penalty: 2929.496338
	Iteration 26Q: 3 clusters Score -2083026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2083086.625000 Penalty: 2929.496338
	Iteration 27Q: 3 clusters Score -2083087 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2083141.125000 Penalty: 2929.496338
	Iteration 28Q: 3 clusters Score -2083141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2083196.750000 Penalty: 2929.496338
	Iteration 29Q: 3 clusters Score -2083197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2083245.625000 Penalty: 2929.496338
	Iteration 30Q: 3 clusters Score -2083246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2083294.625000 Penalty: 2929.496338
	Iteration 31Q: 3 clusters Score -2083295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2083324.125000 Penalty: 2929.496338
	Iteration 32Q: 3 clusters Score -2083324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2083349.250000 Penalty: 2929.496338
	Iteration 33Q: 3 clusters Score -2083349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2083378.250000 Penalty: 2929.496338
	Iteration 34Q: 3 clusters Score -2083378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2083405.750000 Penalty: 2929.496338
	Iteration 35Q: 3 clusters Score -2083406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2083424.375000 Penalty: 2929.496338
	Iteration 36Q: 3 clusters Score -2083424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2083446.125000 Penalty: 2929.496338
	Iteration 37Q: 3 clusters Score -2083446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2083457.250000 Penalty: 2929.496338
	Iteration 38Q: 3 clusters Score -2083457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2083462.375000 Penalty: 2929.496338
	Iteration 39Q: 3 clusters Score -2083462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2083462.000000 Penalty: 2929.496338
	Iteration 40F: 3 clusters Score -2083462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2083471.750000 Penalty: 2929.496338
	Iteration 41Q: 3 clusters Score -2083472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2083472.625000 Penalty: 2929.496338
	Iteration 42Q: 3 clusters Score -2083473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2083477.000000 Penalty: 2929.496338
	Iteration 43Q: 3 clusters Score -2083477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2083479.125000 Penalty: 2929.496338
	Iteration 44Q: 3 clusters Score -2083479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2083486.625000 Penalty: 2929.496338
	Iteration 45Q: 3 clusters Score -2083487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2083493.375000 Penalty: 2929.496338
	Iteration 46Q: 3 clusters Score -2083493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2083495.750000 Penalty: 2929.496338
	Iteration 47Q: 3 clusters Score -2083496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2083499.000000 Penalty: 2929.496338
	Iteration 48Q: 3 clusters Score -2083499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2083506.250000 Penalty: 2929.496338
	Iteration 49Q: 3 clusters Score -2083506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2083507.625000 Penalty: 2929.496338
	Iteration 50Q: 3 clusters Score -2083508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2083507.875000 Penalty: 2929.496338
	Iteration 51Q: 3 clusters Score -2083508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2083510.000000 Penalty: 2929.496338
	Iteration 52Q: 3 clusters Score -2083510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2083510.250000 Penalty: 2929.496338
	Iteration 53Q: 3 clusters Score -2083510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2083514.375000 Penalty: 2929.496338
	Iteration 54Q: 3 clusters Score -2083514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2083513.000000 Penalty: 2929.496338
	Iteration 55Q: 3 clusters Score -2083513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2083513.250000 Penalty: 2929.496338
	Iteration 56Q: 3 clusters Score -2083513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2083516.000000 Penalty: 2929.496338
	Iteration 57Q: 3 clusters Score -2083516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2083515.625000 Penalty: 2929.496338
	Iteration 58Q: 3 clusters Score -2083516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2083517.500000 Penalty: 2929.496338
	Iteration 59Q: 3 clusters Score -2083518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2083520.000000 Penalty: 2929.496338
	Iteration 60F: 3 clusters Score -2083520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2083519.000000 Penalty: 2929.496338
	Iteration 61Q: 3 clusters Score -2083519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2083518.375000 Penalty: 2929.496338
	Iteration 62Q: 3 clusters Score -2083518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2083518.375000 Penalty: 2929.496338
	Iteration 63F: 3 clusters Score -2083518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -128798.367188 Penalty: 1093.086304
	Iteration 0F: 2 clusters Score -128798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -127282.039062 Penalty: 2186.172607
	Iteration 0F: 3 clusters Score -127282 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -128132.210938 Penalty: 2186.172607
	Iteration 1F: 3 clusters Score -128132.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128624.078125 Penalty: 2186.172607
	Iteration 2F: 3 clusters Score -128624.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128888.898438 Penalty: 2186.172607
	Iteration 3F: 3 clusters Score -128888.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -129124.195312 Penalty: 2186.172607
	Iteration 4F: 3 clusters Score -129124.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -129300.203125 Penalty: 2186.172607
	Iteration 5F: 3 clusters Score -129300.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -129416.710938 Penalty: 2186.172607
	Iteration 6Q: 3 clusters Score -129416.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -129501.234375 Penalty: 2186.172607
	Iteration 7Q: 3 clusters Score -129501.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -129541.882812 Penalty: 2186.172607
	Iteration 8Q: 3 clusters Score -129541.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -129559.484375 Penalty: 2186.172607
	Iteration 9Q: 3 clusters Score -129559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -129567.132812 Penalty: 2186.172607
	Iteration 10Q: 3 clusters Score -129567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -129574.320312 Penalty: 2186.172607
	Iteration 11Q: 3 clusters Score -129574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -129598.140625 Penalty: 2186.172607
	Iteration 12Q: 3 clusters Score -129598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129642.882812 Penalty: 2186.172607
	Iteration 13Q: 3 clusters Score -129642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -129673.109375 Penalty: 2186.172607
	Iteration 14Q: 3 clusters Score -129673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -129693.546875 Penalty: 2186.172607
	Iteration 15Q: 3 clusters Score -129693.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -129715.734375 Penalty: 2186.172607
	Iteration 16Q: 3 clusters Score -129715.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -129740.671875 Penalty: 2186.172607
	Iteration 17Q: 3 clusters Score -129740.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -129770.476562 Penalty: 2186.172607
	Iteration 18Q: 3 clusters Score -129770.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129824.226562 Penalty: 2186.172607
	Iteration 19Q: 3 clusters Score -129824.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -129911.273438 Penalty: 2186.172607
	Iteration 20F: 3 clusters Score -129911.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130017.937500 Penalty: 2186.172607
	Iteration 21Q: 3 clusters Score -130017.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130112.132812 Penalty: 2186.172607
	Iteration 22Q: 3 clusters Score -130112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130149.382812 Penalty: 2186.172607
	Iteration 23Q: 3 clusters Score -130149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130155.601562 Penalty: 2186.172607
	Iteration 24Q: 3 clusters Score -130155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130155.601562 Penalty: 2186.172607
	Iteration 25F: 3 clusters Score -130155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 120545 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Entering Unmasked Estep 
Score: -110941280.000000 Penalty: 82252.445312
Splitting cluster 17 changes total score from -110937456.000000 to -110941280.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 18 (70642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Entering Unmasked Estep 
Score: -8058921.500000 Penalty: 1661.408691
	Iteration 0F: 2 clusters Score -8058922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8013093.500000 Penalty: 3322.817383
	Iteration 0F: 3 clusters Score -8013094 nChanged 33019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8031860.000000 Penalty: 3322.817383
	Iteration 1F: 3 clusters Score -8031860 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -8032847.500000 Penalty: 3322.817383
	Iteration 2Q: 3 clusters Score -8032848 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -8034264.500000 Penalty: 3322.817383
	Iteration 3Q: 3 clusters Score -8034264 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8036618.500000 Penalty: 3322.817383
	Iteration 4F: 3 clusters Score -8036618 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -8040337.000000 Penalty: 3322.817383
	Iteration 5F: 3 clusters Score -8040337 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -8045609.000000 Penalty: 3322.817383
	Iteration 6F: 3 clusters Score -8045609 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -8050895.000000 Penalty: 3322.817383
	Iteration 7F: 3 clusters Score -8050895 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -8054697.500000 Penalty: 3322.817383
	Iteration 8F: 3 clusters Score -8054698 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -8056534.500000 Penalty: 3322.817383
	Iteration 9Q: 3 clusters Score -8056534 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -8057238.500000 Penalty: 3322.817383
	Iteration 10Q: 3 clusters Score -8057238 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -8057526.500000 Penalty: 3322.817383
	Iteration 11Q: 3 clusters Score -8057526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -8057682.500000 Penalty: 3322.817383
	Iteration 12Q: 3 clusters Score -8057682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -8057752.500000 Penalty: 3322.817383
	Iteration 13Q: 3 clusters Score -8057752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -8057799.500000 Penalty: 3322.817383
	Iteration 14Q: 3 clusters Score -8057800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -8057842.500000 Penalty: 3322.817383
	Iteration 15Q: 3 clusters Score -8057842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -8057870.500000 Penalty: 3322.817383
	Iteration 16Q: 3 clusters Score -8057870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -8057908.000000 Penalty: 3322.817383
	Iteration 17Q: 3 clusters Score -8057908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -8057924.500000 Penalty: 3322.817383
	Iteration 18Q: 3 clusters Score -8057924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8057938.000000 Penalty: 3322.817383
	Iteration 19Q: 3 clusters Score -8057938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -8057956.000000 Penalty: 3322.817383
	Iteration 20F: 3 clusters Score -8057956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -8057970.500000 Penalty: 3322.817383
	Iteration 21Q: 3 clusters Score -8057970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -8057975.000000 Penalty: 3322.817383
	Iteration 22Q: 3 clusters Score -8057975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8057980.500000 Penalty: 3322.817383
	Iteration 23Q: 3 clusters Score -8057980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -8057984.500000 Penalty: 3322.817383
	Iteration 24Q: 3 clusters Score -8057984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8057985.500000 Penalty: 3322.817383
	Iteration 25Q: 3 clusters Score -8057986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -8057987.000000 Penalty: 3322.817383
	Iteration 26Q: 3 clusters Score -8057987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -8057990.000000 Penalty: 3322.817383
	Iteration 27Q: 3 clusters Score -8057990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -8057987.500000 Penalty: 3322.817383
	Iteration 28Q: 3 clusters Score -8057988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -8057992.500000 Penalty: 3322.817383
	Iteration 29Q: 3 clusters Score -8057992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -8057991.000000 Penalty: 3322.817383
	Iteration 30Q: 3 clusters Score -8057991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -8057994.500000 Penalty: 3322.817383
	Iteration 31Q: 3 clusters Score -8057994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -8058003.500000 Penalty: 3322.817383
	Iteration 32Q: 3 clusters Score -8058004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -8057988.500000 Penalty: 3322.817383
	Iteration 33Q: 3 clusters Score -8057988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8058003.000000 Penalty: 3322.817383
	Iteration 34Q: 3 clusters Score -8058003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8058008.000000 Penalty: 3322.817383
	Iteration 35Q: 3 clusters Score -8058008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8058001.000000 Penalty: 3322.817383
	Iteration 36Q: 3 clusters Score -8058001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8058015.000000 Penalty: 3322.817383
	Iteration 37Q: 3 clusters Score -8058015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8058017.500000 Penalty: 3322.817383
	Iteration 38Q: 3 clusters Score -8058018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8058017.500000 Penalty: 3322.817383
	Iteration 39Q: 3 clusters Score -8058018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8058021.000000 Penalty: 3322.817383
	Iteration 40F: 3 clusters Score -8058021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8058022.000000 Penalty: 3322.817383
	Iteration 41Q: 3 clusters Score -8058022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8058021.500000 Penalty: 3322.817383
	Iteration 42Q: 3 clusters Score -8058022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8058025.000000 Penalty: 3322.817383
	Iteration 43Q: 3 clusters Score -8058025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -8058026.500000 Penalty: 3322.817383
	Iteration 44Q: 3 clusters Score -8058026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8058029.000000 Penalty: 3322.817383
	Iteration 45Q: 3 clusters Score -8058029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8058034.500000 Penalty: 3322.817383
	Iteration 46Q: 3 clusters Score -8058034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8058034.500000 Penalty: 3322.817383
	Iteration 47F: 3 clusters Score -8058034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Entering Unmasked Estep 
Score: -3192122.000000 Penalty: 1522.821289
	Iteration 0F: 2 clusters Score -3192122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3173997.000000 Penalty: 3045.642578
	Iteration 0F: 3 clusters Score -3173997 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3181925.500000 Penalty: 3045.642578
	Iteration 1F: 3 clusters Score -3181926 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3184370.500000 Penalty: 3045.642578
	Iteration 2F: 3 clusters Score -3184370 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3188018.750000 Penalty: 3045.642578
	Iteration 3F: 3 clusters Score -3188019 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3192053.500000 Penalty: 3045.642578
	Iteration 4F: 3 clusters Score -3192054 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3195127.250000 Penalty: 3045.642578
	Iteration 5F: 3 clusters Score -3195127 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3196644.000000 Penalty: 3045.642578
	Iteration 6F: 3 clusters Score -3196644 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3197172.500000 Penalty: 3045.642578
	Iteration 7Q: 3 clusters Score -3197172 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3197352.250000 Penalty: 3045.642578
	Iteration 8Q: 3 clusters Score -3197352 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3197438.000000 Penalty: 3045.642578
	Iteration 9Q: 3 clusters Score -3197438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3197476.500000 Penalty: 3045.642578
	Iteration 10Q: 3 clusters Score -3197476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3197510.250000 Penalty: 3045.642578
	Iteration 11Q: 3 clusters Score -3197510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3197524.000000 Penalty: 3045.642578
	Iteration 12Q: 3 clusters Score -3197524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3197532.250000 Penalty: 3045.642578
	Iteration 13Q: 3 clusters Score -3197532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3197546.500000 Penalty: 3045.642578
	Iteration 14Q: 3 clusters Score -3197546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3197558.250000 Penalty: 3045.642578
	Iteration 15Q: 3 clusters Score -3197558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3197563.000000 Penalty: 3045.642578
	Iteration 16Q: 3 clusters Score -3197563 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3197561.500000 Penalty: 3045.642578
	Iteration 17Q: 3 clusters Score -3197562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3197581.750000 Penalty: 3045.642578
	Iteration 18Q: 3 clusters Score -3197582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3197590.750000 Penalty: 3045.642578
	Iteration 19Q: 3 clusters Score -3197591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3197598.750000 Penalty: 3045.642578
	Iteration 20F: 3 clusters Score -3197599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3197593.000000 Penalty: 3045.642578
	Iteration 21Q: 3 clusters Score -3197593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3197599.750000 Penalty: 3045.642578
	Iteration 22Q: 3 clusters Score -3197600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3197606.500000 Penalty: 3045.642578
	Iteration 23Q: 3 clusters Score -3197606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3197608.500000 Penalty: 3045.642578
	Iteration 24Q: 3 clusters Score -3197608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3197600.750000 Penalty: 3045.642578
	Iteration 25Q: 3 clusters Score -3197601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3197605.500000 Penalty: 3045.642578
	Iteration 26Q: 3 clusters Score -3197606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3197608.250000 Penalty: 3045.642578
	Iteration 27Q: 3 clusters Score -3197608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3197609.500000 Penalty: 3045.642578
	Iteration 28Q: 3 clusters Score -3197610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3197610.000000 Penalty: 3045.642578
	Iteration 29Q: 3 clusters Score -3197610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3197606.000000 Penalty: 3045.642578
	Iteration 30Q: 3 clusters Score -3197606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3197612.500000 Penalty: 3045.642578
	Iteration 31Q: 3 clusters Score -3197612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3197611.500000 Penalty: 3045.642578
	Iteration 32Q: 3 clusters Score -3197612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3197608.750000 Penalty: 3045.642578
	Iteration 33Q: 3 clusters Score -3197609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3197613.750000 Penalty: 3045.642578
	Iteration 34Q: 3 clusters Score -3197614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3197614.750000 Penalty: 3045.642578
	Iteration 35Q: 3 clusters Score -3197615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3197617.250000 Penalty: 3045.642578
	Iteration 36Q: 3 clusters Score -3197617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3197609.750000 Penalty: 3045.642578
	Iteration 37Q: 3 clusters Score -3197610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3197613.250000 Penalty: 3045.642578
	Iteration 38Q: 3 clusters Score -3197613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3197622.000000 Penalty: 3045.642578
	Iteration 39Q: 3 clusters Score -3197622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3197618.250000 Penalty: 3045.642578
	Iteration 40F: 3 clusters Score -3197618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3197623.500000 Penalty: 3045.642578
	Iteration 41Q: 3 clusters Score -3197624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3197627.250000 Penalty: 3045.642578
	Iteration 42Q: 3 clusters Score -3197627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3197627.250000 Penalty: 3045.642578
	Iteration 43Q: 3 clusters Score -3197627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3197630.000000 Penalty: 3045.642578
	Iteration 44Q: 3 clusters Score -3197630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3197636.250000 Penalty: 3045.642578
	Iteration 45Q: 3 clusters Score -3197636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3197635.250000 Penalty: 3045.642578
	Iteration 46Q: 3 clusters Score -3197635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3197630.250000 Penalty: 3045.642578
	Iteration 47Q: 3 clusters Score -3197630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3197630.000000 Penalty: 3045.642578
	Iteration 48Q: 3 clusters Score -3197630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3197628.500000 Penalty: 3045.642578
	Iteration 49Q: 3 clusters Score -3197628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3197625.500000 Penalty: 3045.642578
	Iteration 50Q: 3 clusters Score -3197626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3197626.250000 Penalty: 3045.642578
	Iteration 51Q: 3 clusters Score -3197626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3197629.250000 Penalty: 3045.642578
	Iteration 52Q: 3 clusters Score -3197629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3197629.250000 Penalty: 3045.642578
	Iteration 53F: 3 clusters Score -3197629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 120545 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Mstep: Class 41 contains 9751 members 
Entering Unmasked Estep 
Score: -110947040.000000 Penalty: 84308.757812
Splitting cluster 19 changes total score from -110937456.000000 to -110947040.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 20 (8958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Entering Unmasked Estep 
Score: -967999.750000 Penalty: 1354.125122
	Iteration 0F: 2 clusters Score -967999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -961826.812500 Penalty: 2708.250244
	Iteration 0F: 3 clusters Score -961826.8 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -963811.562500 Penalty: 2708.250244
	Iteration 1F: 3 clusters Score -963811.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -964109.312500 Penalty: 2708.250244
	Iteration 2F: 3 clusters Score -964109.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -964341.562500 Penalty: 2708.250244
	Iteration 3F: 3 clusters Score -964341.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -964539.875000 Penalty: 2708.250244
	Iteration 4Q: 3 clusters Score -964539.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -964739.125000 Penalty: 2708.250244
	Iteration 5Q: 3 clusters Score -964739.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -964909.625000 Penalty: 2708.250244
	Iteration 6Q: 3 clusters Score -964909.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -965081.625000 Penalty: 2708.250244
	Iteration 7Q: 3 clusters Score -965081.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -965274.312500 Penalty: 2708.250244
	Iteration 8Q: 3 clusters Score -965274.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -965459.437500 Penalty: 2708.250244
	Iteration 9Q: 3 clusters Score -965459.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -965640.187500 Penalty: 2708.250244
	Iteration 10Q: 3 clusters Score -965640.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -965806.250000 Penalty: 2708.250244
	Iteration 11Q: 3 clusters Score -965806.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -965969.125000 Penalty: 2708.250244
	Iteration 12Q: 3 clusters Score -965969.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -966106.125000 Penalty: 2708.250244
	Iteration 13Q: 3 clusters Score -966106.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -966226.187500 Penalty: 2708.250244
	Iteration 14Q: 3 clusters Score -966226.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -966356.500000 Penalty: 2708.250244
	Iteration 15Q: 3 clusters Score -966356.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -966464.875000 Penalty: 2708.250244
	Iteration 16Q: 3 clusters Score -966464.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -966563.500000 Penalty: 2708.250244
	Iteration 17Q: 3 clusters Score -966563.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -966635.562500 Penalty: 2708.250244
	Iteration 18Q: 3 clusters Score -966635.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -966703.500000 Penalty: 2708.250244
	Iteration 19Q: 3 clusters Score -966703.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -966759.500000 Penalty: 2708.250244
	Iteration 20F: 3 clusters Score -966759.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -966802.187500 Penalty: 2708.250244
	Iteration 21Q: 3 clusters Score -966802.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -966834.812500 Penalty: 2708.250244
	Iteration 22Q: 3 clusters Score -966834.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -966869.437500 Penalty: 2708.250244
	Iteration 23Q: 3 clusters Score -966869.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -966896.687500 Penalty: 2708.250244
	Iteration 24Q: 3 clusters Score -966896.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -966924.812500 Penalty: 2708.250244
	Iteration 25Q: 3 clusters Score -966924.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -966938.750000 Penalty: 2708.250244
	Iteration 26Q: 3 clusters Score -966938.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -966953.000000 Penalty: 2708.250244
	Iteration 27Q: 3 clusters Score -966953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -966961.062500 Penalty: 2708.250244
	Iteration 28Q: 3 clusters Score -966961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -966967.062500 Penalty: 2708.250244
	Iteration 29Q: 3 clusters Score -966967.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -966971.250000 Penalty: 2708.250244
	Iteration 30Q: 3 clusters Score -966971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -966977.812500 Penalty: 2708.250244
	Iteration 31Q: 3 clusters Score -966977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -966986.937500 Penalty: 2708.250244
	Iteration 32Q: 3 clusters Score -966986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -966994.875000 Penalty: 2708.250244
	Iteration 33Q: 3 clusters Score -966994.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -967007.250000 Penalty: 2708.250244
	Iteration 34Q: 3 clusters Score -967007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -967016.875000 Penalty: 2708.250244
	Iteration 35Q: 3 clusters Score -967016.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -967027.500000 Penalty: 2708.250244
	Iteration 36Q: 3 clusters Score -967027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -967044.312500 Penalty: 2708.250244
	Iteration 37Q: 3 clusters Score -967044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -967058.250000 Penalty: 2708.250244
	Iteration 38Q: 3 clusters Score -967058.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -967070.875000 Penalty: 2708.250244
	Iteration 39Q: 3 clusters Score -967070.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -967077.875000 Penalty: 2708.250244
	Iteration 40F: 3 clusters Score -967077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -967087.187500 Penalty: 2708.250244
	Iteration 41Q: 3 clusters Score -967087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -967094.625000 Penalty: 2708.250244
	Iteration 42Q: 3 clusters Score -967094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -967101.187500 Penalty: 2708.250244
	Iteration 43Q: 3 clusters Score -967101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -967101.312500 Penalty: 2708.250244
	Iteration 44Q: 3 clusters Score -967101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -967104.187500 Penalty: 2708.250244
	Iteration 45Q: 3 clusters Score -967104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -967106.062500 Penalty: 2708.250244
	Iteration 46Q: 3 clusters Score -967106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -967107.687500 Penalty: 2708.250244
	Iteration 47Q: 3 clusters Score -967107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -967110.750000 Penalty: 2708.250244
	Iteration 48Q: 3 clusters Score -967110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -967114.687500 Penalty: 2708.250244
	Iteration 49Q: 3 clusters Score -967114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -967118.937500 Penalty: 2708.250244
	Iteration 50Q: 3 clusters Score -967118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -967121.812500 Penalty: 2708.250244
	Iteration 51Q: 3 clusters Score -967121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -967126.437500 Penalty: 2708.250244
	Iteration 52Q: 3 clusters Score -967126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -967129.437500 Penalty: 2708.250244
	Iteration 53Q: 3 clusters Score -967129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -967129.562500 Penalty: 2708.250244
	Iteration 54Q: 3 clusters Score -967129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -967133.812500 Penalty: 2708.250244
	Iteration 55Q: 3 clusters Score -967133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -967136.812500 Penalty: 2708.250244
	Iteration 56Q: 3 clusters Score -967136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -967137.375000 Penalty: 2708.250244
	Iteration 57Q: 3 clusters Score -967137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -967137.375000 Penalty: 2708.250244
	Iteration 58F: 3 clusters Score -967137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (120545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Entering Unmasked Estep 
Score: -13925040.000000 Penalty: 1740.927124
	Iteration 0F: 2 clusters Score -1.392504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -13853839.000000 Penalty: 3481.854248
	Iteration 0F: 3 clusters Score -1.385384e+07 nChanged 57350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -13886956.000000 Penalty: 3481.854248
	Iteration 1F: 3 clusters Score -1.388696e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -13888016.000000 Penalty: 3481.854248
	Iteration 2Q: 3 clusters Score -1.388802e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -13889494.000000 Penalty: 3481.854248
	Iteration 3Q: 3 clusters Score -1.388949e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -13891602.000000 Penalty: 3481.854248
	Iteration 4Q: 3 clusters Score -1.38916e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -13894552.000000 Penalty: 3481.854248
	Iteration 5Q: 3 clusters Score -1.389455e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -13899165.000000 Penalty: 3481.854248
	Iteration 6F: 3 clusters Score -1.389916e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -13905152.000000 Penalty: 3481.854248
	Iteration 7F: 3 clusters Score -1.390515e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -13911026.000000 Penalty: 3481.854248
	Iteration 8F: 3 clusters Score -1.391103e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -13915583.000000 Penalty: 3481.854248
	Iteration 9F: 3 clusters Score -1.391558e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -13918908.000000 Penalty: 3481.854248
	Iteration 10Q: 3 clusters Score -1.391891e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107664 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -13920820.000000 Penalty: 3481.854248
	Iteration 11Q: 3 clusters Score -1.392082e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -13922120.000000 Penalty: 3481.854248
	Iteration 12Q: 3 clusters Score -1.392212e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -13923036.000000 Penalty: 3481.854248
	Iteration 13Q: 3 clusters Score -1.392304e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -13923760.000000 Penalty: 3481.854248
	Iteration 14Q: 3 clusters Score -1.392376e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112463 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -13924254.000000 Penalty: 3481.854248
	Iteration 15Q: 3 clusters Score -1.392425e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -13924657.000000 Penalty: 3481.854248
	Iteration 16Q: 3 clusters Score -1.392466e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112855 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -13924947.000000 Penalty: 3481.854248
	Iteration 17Q: 3 clusters Score -1.392495e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112860 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -13925269.000000 Penalty: 3481.854248
	Iteration 18Q: 3 clusters Score -1.392527e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -13925516.000000 Penalty: 3481.854248
	Iteration 19Q: 3 clusters Score -1.392552e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -13925639.000000 Penalty: 3481.854248
	Iteration 20F: 3 clusters Score -1.392564e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -13925806.000000 Penalty: 3481.854248
	Iteration 21Q: 3 clusters Score -1.392581e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -13925909.000000 Penalty: 3481.854248
	Iteration 22Q: 3 clusters Score -1.392591e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -13925954.000000 Penalty: 3481.854248
	Iteration 23Q: 3 clusters Score -1.392595e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -13926016.000000 Penalty: 3481.854248
	Iteration 24Q: 3 clusters Score -1.392602e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -13926102.000000 Penalty: 3481.854248
	Iteration 25Q: 3 clusters Score -1.39261e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -13926132.000000 Penalty: 3481.854248
	Iteration 26Q: 3 clusters Score -1.392613e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -13926130.000000 Penalty: 3481.854248
	Iteration 27Q: 3 clusters Score -1.392613e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -13926151.000000 Penalty: 3481.854248
	Iteration 28Q: 3 clusters Score -1.392615e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -13926149.000000 Penalty: 3481.854248
	Iteration 29Q: 3 clusters Score -1.392615e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -13926157.000000 Penalty: 3481.854248
	Iteration 30Q: 3 clusters Score -1.392616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111839 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -13926172.000000 Penalty: 3481.854248
	Iteration 31Q: 3 clusters Score -1.392617e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -13926200.000000 Penalty: 3481.854248
	Iteration 32Q: 3 clusters Score -1.39262e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -13926220.000000 Penalty: 3481.854248
	Iteration 33Q: 3 clusters Score -1.392622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -13926219.000000 Penalty: 3481.854248
	Iteration 34Q: 3 clusters Score -1.392622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -13926242.000000 Penalty: 3481.854248
	Iteration 35Q: 3 clusters Score -1.392624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -13926250.000000 Penalty: 3481.854248
	Iteration 36Q: 3 clusters Score -1.392625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -13926229.000000 Penalty: 3481.854248
	Iteration 37Q: 3 clusters Score -1.392623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -13926233.000000 Penalty: 3481.854248
	Iteration 38Q: 3 clusters Score -1.392623e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -13926255.000000 Penalty: 3481.854248
	Iteration 39Q: 3 clusters Score -1.392626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -13926248.000000 Penalty: 3481.854248
	Iteration 40F: 3 clusters Score -1.392625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -13926254.000000 Penalty: 3481.854248
	Iteration 41Q: 3 clusters Score -1.392625e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -13926254.000000 Penalty: 3481.854248
	Iteration 42Q: 3 clusters Score -1.392625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -13926277.000000 Penalty: 3481.854248
	Iteration 43Q: 3 clusters Score -1.392628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111482 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -13926291.000000 Penalty: 3481.854248
	Iteration 44Q: 3 clusters Score -1.392629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111466 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -13926285.000000 Penalty: 3481.854248
	Iteration 45Q: 3 clusters Score -1.392628e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -13926285.000000 Penalty: 3481.854248
	Iteration 46Q: 3 clusters Score -1.392628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -13926317.000000 Penalty: 3481.854248
	Iteration 47Q: 3 clusters Score -1.392632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -13926310.000000 Penalty: 3481.854248
	Iteration 48Q: 3 clusters Score -1.392631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -13926314.000000 Penalty: 3481.854248
	Iteration 49Q: 3 clusters Score -1.392631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -13926316.000000 Penalty: 3481.854248
	Iteration 50Q: 3 clusters Score -1.392632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -13926324.000000 Penalty: 3481.854248
	Iteration 51Q: 3 clusters Score -1.392632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -13926305.000000 Penalty: 3481.854248
	Iteration 52Q: 3 clusters Score -1.39263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -13926318.000000 Penalty: 3481.854248
	Iteration 53Q: 3 clusters Score -1.392632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -13926326.000000 Penalty: 3481.854248
	Iteration 54Q: 3 clusters Score -1.392633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -13926318.000000 Penalty: 3481.854248
	Iteration 55Q: 3 clusters Score -1.392632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -13926327.000000 Penalty: 3481.854248
	Iteration 56Q: 3 clusters Score -1.392633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -13926333.000000 Penalty: 3481.854248
	Iteration 57Q: 3 clusters Score -1.392633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -13926332.000000 Penalty: 3481.854248
	Iteration 58Q: 3 clusters Score -1.392633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -13926360.000000 Penalty: 3481.854248
	Iteration 59Q: 3 clusters Score -1.392636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -13926344.000000 Penalty: 3481.854248
	Iteration 60F: 3 clusters Score -1.392634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -13926336.000000 Penalty: 3481.854248
	Iteration 61Q: 3 clusters Score -1.392634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -13926344.000000 Penalty: 3481.854248
	Iteration 62Q: 3 clusters Score -1.392634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -13926342.000000 Penalty: 3481.854248
	Iteration 63Q: 3 clusters Score -1.392634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111195 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -13926344.000000 Penalty: 3481.854248
	Iteration 64Q: 3 clusters Score -1.392634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -13926342.000000 Penalty: 3481.854248
	Iteration 65Q: 3 clusters Score -1.392634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -13926348.000000 Penalty: 3481.854248
	Iteration 66Q: 3 clusters Score -1.392635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111173 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -13926346.000000 Penalty: 3481.854248
	Iteration 67Q: 3 clusters Score -1.392635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -13926337.000000 Penalty: 3481.854248
	Iteration 68Q: 3 clusters Score -1.392634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -13926320.000000 Penalty: 3481.854248
	Iteration 69Q: 3 clusters Score -1.392632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -13926326.000000 Penalty: 3481.854248
	Iteration 70Q: 3 clusters Score -1.392633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -13926335.000000 Penalty: 3481.854248
	Iteration 71Q: 3 clusters Score -1.392634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -13926333.000000 Penalty: 3481.854248
	Iteration 72Q: 3 clusters Score -1.392633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111132 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -13926336.000000 Penalty: 3481.854248
	Iteration 73Q: 3 clusters Score -1.392634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111132 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -13926331.000000 Penalty: 3481.854248
	Iteration 74Q: 3 clusters Score -1.392633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111132 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -13926332.000000 Penalty: 3481.854248
	Iteration 75Q: 3 clusters Score -1.392633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111123 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -13926338.000000 Penalty: 3481.854248
	Iteration 76Q: 3 clusters Score -1.392634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -13926353.000000 Penalty: 3481.854248
	Iteration 77Q: 3 clusters Score -1.392635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -13926357.000000 Penalty: 3481.854248
	Iteration 78Q: 3 clusters Score -1.392636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -13926369.000000 Penalty: 3481.854248
	Iteration 79Q: 3 clusters Score -1.392637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111108 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -13926365.000000 Penalty: 3481.854248
	Iteration 80F: 3 clusters Score -1.392636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -13926374.000000 Penalty: 3481.854248
	Iteration 81Q: 3 clusters Score -1.392637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -13926386.000000 Penalty: 3481.854248
	Iteration 82Q: 3 clusters Score -1.392639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -13926390.000000 Penalty: 3481.854248
	Iteration 83Q: 3 clusters Score -1.392639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -13926373.000000 Penalty: 3481.854248
	Iteration 84Q: 3 clusters Score -1.392637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -13926382.000000 Penalty: 3481.854248
	Iteration 85Q: 3 clusters Score -1.392638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -13926380.000000 Penalty: 3481.854248
	Iteration 86Q: 3 clusters Score -1.392638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111030 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -13926391.000000 Penalty: 3481.854248
	Iteration 87Q: 3 clusters Score -1.392639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111020 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -13926366.000000 Penalty: 3481.854248
	Iteration 88Q: 3 clusters Score -1.392637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -13926361.000000 Penalty: 3481.854248
	Iteration 89Q: 3 clusters Score -1.392636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111000 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -13926366.000000 Penalty: 3481.854248
	Iteration 90Q: 3 clusters Score -1.392637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -13926375.000000 Penalty: 3481.854248
	Iteration 91Q: 3 clusters Score -1.392638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110990 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -13926364.000000 Penalty: 3481.854248
	Iteration 92Q: 3 clusters Score -1.392636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110991 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -13926367.000000 Penalty: 3481.854248
	Iteration 93Q: 3 clusters Score -1.392637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -13926358.000000 Penalty: 3481.854248
	Iteration 94Q: 3 clusters Score -1.392636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110987 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -13926352.000000 Penalty: 3481.854248
	Iteration 95Q: 3 clusters Score -1.392635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110987 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -13926352.000000 Penalty: 3481.854248
	Iteration 96Q: 3 clusters Score -1.392635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110987 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -13926352.000000 Penalty: 3481.854248
	Iteration 97F: 3 clusters Score -1.392635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 110987 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 23249 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Mstep: Class 41 contains 9751 members 
Mstep: Class 42 contains 9558 members 
Entering Unmasked Estep 
Score: -110948016.000000 Penalty: 86365.070312
Splitting cluster 21 changes total score from -110937456.000000 to -110948016.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1464943.000000 Penalty: 1415.715332
	Iteration 0F: 2 clusters Score -1464943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1456003.375000 Penalty: 2831.430664
	Iteration 0F: 3 clusters Score -1456003 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1459140.125000 Penalty: 2831.430664
	Iteration 1F: 3 clusters Score -1459140 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1459502.750000 Penalty: 2831.430664
	Iteration 2F: 3 clusters Score -1459503 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1459747.875000 Penalty: 2831.430664
	Iteration 3Q: 3 clusters Score -1459748 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1459959.750000 Penalty: 2831.430664
	Iteration 4Q: 3 clusters Score -1459960 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1460141.000000 Penalty: 2831.430664
	Iteration 5Q: 3 clusters Score -1460141 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1460324.000000 Penalty: 2831.430664
	Iteration 6Q: 3 clusters Score -1460324 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1460515.000000 Penalty: 2831.430664
	Iteration 7Q: 3 clusters Score -1460515 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1460694.625000 Penalty: 2831.430664
	Iteration 8Q: 3 clusters Score -1460695 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1460925.875000 Penalty: 2831.430664
	Iteration 9Q: 3 clusters Score -1460926 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1461184.750000 Penalty: 2831.430664
	Iteration 10Q: 3 clusters Score -1461185 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1461463.750000 Penalty: 2831.430664
	Iteration 11Q: 3 clusters Score -1461464 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1461803.750000 Penalty: 2831.430664
	Iteration 12Q: 3 clusters Score -1461804 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1462184.375000 Penalty: 2831.430664
	Iteration 13Q: 3 clusters Score -1462184 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1462574.875000 Penalty: 2831.430664
	Iteration 14Q: 3 clusters Score -1462575 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1462944.250000 Penalty: 2831.430664
	Iteration 15Q: 3 clusters Score -1462944 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1463264.875000 Penalty: 2831.430664
	Iteration 16Q: 3 clusters Score -1463265 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1463503.250000 Penalty: 2831.430664
	Iteration 17Q: 3 clusters Score -1463503 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1463670.125000 Penalty: 2831.430664
	Iteration 18Q: 3 clusters Score -1463670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1463790.250000 Penalty: 2831.430664
	Iteration 19Q: 3 clusters Score -1463790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1463880.625000 Penalty: 2831.430664
	Iteration 20F: 3 clusters Score -1463881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1463936.000000 Penalty: 2831.430664
	Iteration 21Q: 3 clusters Score -1463936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1463981.625000 Penalty: 2831.430664
	Iteration 22Q: 3 clusters Score -1463982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1464009.875000 Penalty: 2831.430664
	Iteration 23Q: 3 clusters Score -1464010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1464045.750000 Penalty: 2831.430664
	Iteration 24Q: 3 clusters Score -1464046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1464063.250000 Penalty: 2831.430664
	Iteration 25Q: 3 clusters Score -1464063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1464082.375000 Penalty: 2831.430664
	Iteration 26Q: 3 clusters Score -1464082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1464096.625000 Penalty: 2831.430664
	Iteration 27Q: 3 clusters Score -1464097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1464115.500000 Penalty: 2831.430664
	Iteration 28Q: 3 clusters Score -1464116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1464143.250000 Penalty: 2831.430664
	Iteration 29Q: 3 clusters Score -1464143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1464170.500000 Penalty: 2831.430664
	Iteration 30Q: 3 clusters Score -1464170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1464184.250000 Penalty: 2831.430664
	Iteration 31Q: 3 clusters Score -1464184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1464193.250000 Penalty: 2831.430664
	Iteration 32Q: 3 clusters Score -1464193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1464201.625000 Penalty: 2831.430664
	Iteration 33Q: 3 clusters Score -1464202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1464203.375000 Penalty: 2831.430664
	Iteration 34Q: 3 clusters Score -1464203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1464213.125000 Penalty: 2831.430664
	Iteration 35Q: 3 clusters Score -1464213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1464221.500000 Penalty: 2831.430664
	Iteration 36Q: 3 clusters Score -1464222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1464227.750000 Penalty: 2831.430664
	Iteration 37Q: 3 clusters Score -1464228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1464232.750000 Penalty: 2831.430664
	Iteration 38Q: 3 clusters Score -1464233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1464242.375000 Penalty: 2831.430664
	Iteration 39Q: 3 clusters Score -1464242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1464246.375000 Penalty: 2831.430664
	Iteration 40F: 3 clusters Score -1464246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1464251.375000 Penalty: 2831.430664
	Iteration 41Q: 3 clusters Score -1464251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1464254.125000 Penalty: 2831.430664
	Iteration 42Q: 3 clusters Score -1464254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1464256.125000 Penalty: 2831.430664
	Iteration 43Q: 3 clusters Score -1464256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1464256.125000 Penalty: 2831.430664
	Iteration 44F: 3 clusters Score -1464256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Entering Unmasked Estep 
Score: -978328.062500 Penalty: 1351.104614
	Iteration 0F: 2 clusters Score -978328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -972385.937500 Penalty: 2702.209229
	Iteration 0F: 3 clusters Score -972385.9 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -974350.125000 Penalty: 2702.209229
	Iteration 1F: 3 clusters Score -974350.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -974745.562500 Penalty: 2702.209229
	Iteration 2F: 3 clusters Score -974745.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -975123.437500 Penalty: 2702.209229
	Iteration 3F: 3 clusters Score -975123.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -975474.812500 Penalty: 2702.209229
	Iteration 4F: 3 clusters Score -975474.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -975821.125000 Penalty: 2702.209229
	Iteration 5F: 3 clusters Score -975821.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -976117.812500 Penalty: 2702.209229
	Iteration 6F: 3 clusters Score -976117.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -976400.812500 Penalty: 2702.209229
	Iteration 7Q: 3 clusters Score -976400.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -976651.250000 Penalty: 2702.209229
	Iteration 8Q: 3 clusters Score -976651.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -976868.312500 Penalty: 2702.209229
	Iteration 9Q: 3 clusters Score -976868.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -977049.312500 Penalty: 2702.209229
	Iteration 10Q: 3 clusters Score -977049.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -977192.062500 Penalty: 2702.209229
	Iteration 11Q: 3 clusters Score -977192.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -977290.500000 Penalty: 2702.209229
	Iteration 12Q: 3 clusters Score -977290.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -977358.312500 Penalty: 2702.209229
	Iteration 13Q: 3 clusters Score -977358.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -977397.750000 Penalty: 2702.209229
	Iteration 14Q: 3 clusters Score -977397.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -977423.500000 Penalty: 2702.209229
	Iteration 15Q: 3 clusters Score -977423.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -977445.125000 Penalty: 2702.209229
	Iteration 16Q: 3 clusters Score -977445.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -977464.312500 Penalty: 2702.209229
	Iteration 17Q: 3 clusters Score -977464.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -977482.000000 Penalty: 2702.209229
	Iteration 18Q: 3 clusters Score -977482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -977491.312500 Penalty: 2702.209229
	Iteration 19Q: 3 clusters Score -977491.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -977497.625000 Penalty: 2702.209229
	Iteration 20F: 3 clusters Score -977497.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -977501.937500 Penalty: 2702.209229
	Iteration 21Q: 3 clusters Score -977501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -977504.375000 Penalty: 2702.209229
	Iteration 22Q: 3 clusters Score -977504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -977507.187500 Penalty: 2702.209229
	Iteration 23Q: 3 clusters Score -977507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -977505.625000 Penalty: 2702.209229
	Iteration 24Q: 3 clusters Score -977505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -977508.250000 Penalty: 2702.209229
	Iteration 25Q: 3 clusters Score -977508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -977510.750000 Penalty: 2702.209229
	Iteration 26Q: 3 clusters Score -977510.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -977515.062500 Penalty: 2702.209229
	Iteration 27Q: 3 clusters Score -977515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -977515.937500 Penalty: 2702.209229
	Iteration 28Q: 3 clusters Score -977515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -977520.250000 Penalty: 2702.209229
	Iteration 29Q: 3 clusters Score -977520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -977520.000000 Penalty: 2702.209229
	Iteration 30Q: 3 clusters Score -977520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -977521.125000 Penalty: 2702.209229
	Iteration 31Q: 3 clusters Score -977521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -977525.875000 Penalty: 2702.209229
	Iteration 32Q: 3 clusters Score -977525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -977526.312500 Penalty: 2702.209229
	Iteration 33Q: 3 clusters Score -977526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -977525.562500 Penalty: 2702.209229
	Iteration 34Q: 3 clusters Score -977525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -977527.437500 Penalty: 2702.209229
	Iteration 35Q: 3 clusters Score -977527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -977528.187500 Penalty: 2702.209229
	Iteration 36Q: 3 clusters Score -977528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -977526.937500 Penalty: 2702.209229
	Iteration 37Q: 3 clusters Score -977526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -977528.562500 Penalty: 2702.209229
	Iteration 38Q: 3 clusters Score -977528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -977529.187500 Penalty: 2702.209229
	Iteration 39Q: 3 clusters Score -977529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -977531.437500 Penalty: 2702.209229
	Iteration 40F: 3 clusters Score -977531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -977528.937500 Penalty: 2702.209229
	Iteration 41Q: 3 clusters Score -977528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -977529.375000 Penalty: 2702.209229
	Iteration 42Q: 3 clusters Score -977529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -977531.937500 Penalty: 2702.209229
	Iteration 43Q: 3 clusters Score -977531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -977534.125000 Penalty: 2702.209229
	Iteration 44Q: 3 clusters Score -977534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -977533.187500 Penalty: 2702.209229
	Iteration 45Q: 3 clusters Score -977533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -977530.250000 Penalty: 2702.209229
	Iteration 46Q: 3 clusters Score -977530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -977531.562500 Penalty: 2702.209229
	Iteration 47Q: 3 clusters Score -977531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -977530.375000 Penalty: 2702.209229
	Iteration 48Q: 3 clusters Score -977530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -977533.125000 Penalty: 2702.209229
	Iteration 49Q: 3 clusters Score -977533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -977531.437500 Penalty: 2702.209229
	Iteration 50Q: 3 clusters Score -977531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -977532.187500 Penalty: 2702.209229
	Iteration 51Q: 3 clusters Score -977532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -977532.687500 Penalty: 2702.209229
	Iteration 52Q: 3 clusters Score -977532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -977533.625000 Penalty: 2702.209229
	Iteration 53Q: 3 clusters Score -977533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -977533.562500 Penalty: 2702.209229
	Iteration 54Q: 3 clusters Score -977533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -977533.562500 Penalty: 2702.209229
	Iteration 55F: 3 clusters Score -977533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20157.716797 Penalty: 788.389648
	Iteration 0F: 2 clusters Score -20157.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19616.582031 Penalty: 1576.779297
	Iteration 0F: 3 clusters Score -19616.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19671.666016 Penalty: 1576.779297
	Iteration 1F: 3 clusters Score -19671.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19682.023438 Penalty: 1576.779297
	Iteration 2Q: 3 clusters Score -19682.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19686.244141 Penalty: 1576.779297
	Iteration 3Q: 3 clusters Score -19686.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19691.277344 Penalty: 1576.779297
	Iteration 4Q: 3 clusters Score -19691.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19700.859375 Penalty: 1576.779297
	Iteration 5Q: 3 clusters Score -19700.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19700.859375 Penalty: 1576.779297
	Iteration 6F: 3 clusters Score -19700.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Entering Unmasked Estep 
Score: -2725952.000000 Penalty: 1496.037720
	Iteration 0F: 2 clusters Score -2725952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2710631.250000 Penalty: 2992.075439
	Iteration 0F: 3 clusters Score -2710631 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2716269.250000 Penalty: 2992.075439
	Iteration 1F: 3 clusters Score -2716269 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2716710.750000 Penalty: 2992.075439
	Iteration 2F: 3 clusters Score -2716711 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2717120.250000 Penalty: 2992.075439
	Iteration 3Q: 3 clusters Score -2717120 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2717567.750000 Penalty: 2992.075439
	Iteration 4Q: 3 clusters Score -2717568 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2718142.250000 Penalty: 2992.075439
	Iteration 5Q: 3 clusters Score -2718142 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2719009.500000 Penalty: 2992.075439
	Iteration 6F: 3 clusters Score -2719010 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2720175.500000 Penalty: 2992.075439
	Iteration 7F: 3 clusters Score -2720176 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2721712.000000 Penalty: 2992.075439
	Iteration 8F: 3 clusters Score -2721712 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2723707.750000 Penalty: 2992.075439
	Iteration 9Q: 3 clusters Score -2723708 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2724775.000000 Penalty: 2992.075439
	Iteration 10Q: 3 clusters Score -2724775 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2725122.250000 Penalty: 2992.075439
	Iteration 11Q: 3 clusters Score -2725122 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2725385.750000 Penalty: 2992.075439
	Iteration 12Q: 3 clusters Score -2725386 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2725618.750000 Penalty: 2992.075439
	Iteration 13Q: 3 clusters Score -2725619 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2725878.500000 Penalty: 2992.075439
	Iteration 14Q: 3 clusters Score -2725878 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2726148.750000 Penalty: 2992.075439
	Iteration 15Q: 3 clusters Score -2726149 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2726459.250000 Penalty: 2992.075439
	Iteration 16Q: 3 clusters Score -2726459 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2726877.250000 Penalty: 2992.075439
	Iteration 17Q: 3 clusters Score -2726877 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2727423.000000 Penalty: 2992.075439
	Iteration 18Q: 3 clusters Score -2727423 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2728241.750000 Penalty: 2992.075439
	Iteration 19Q: 3 clusters Score -2728242 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2729372.750000 Penalty: 2992.075439
	Iteration 20F: 3 clusters Score -2729373 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2730715.000000 Penalty: 2992.075439
	Iteration 21F: 3 clusters Score -2730715 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2732271.750000 Penalty: 2992.075439
	Iteration 22F: 3 clusters Score -2732272 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2733804.250000 Penalty: 2992.075439
	Iteration 23F: 3 clusters Score -2733804 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2735108.750000 Penalty: 2992.075439
	Iteration 24F: 3 clusters Score -2735109 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2736185.500000 Penalty: 2992.075439
	Iteration 25Q: 3 clusters Score -2736186 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2737248.750000 Penalty: 2992.075439
	Iteration 26Q: 3 clusters Score -2737249 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2738322.500000 Penalty: 2992.075439
	Iteration 27Q: 3 clusters Score -2738322 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2739328.500000 Penalty: 2992.075439
	Iteration 28Q: 3 clusters Score -2739328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2740870.750000 Penalty: 2992.075439
	Iteration 29Q: 3 clusters Score -2740871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2742490.500000 Penalty: 2992.075439
	Iteration 30Q: 3 clusters Score -2742490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2742564.000000 Penalty: 2992.075439
	Iteration 31Q: 3 clusters Score -2742564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2742576.750000 Penalty: 2992.075439
	Iteration 32Q: 3 clusters Score -2742577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2742578.750000 Penalty: 2992.075439
	Iteration 33F: 3 clusters Score -2742579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2742581.000000 Penalty: 2992.075439
	Iteration 34Q: 3 clusters Score -2742581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2742581.000000 Penalty: 2992.075439
	Iteration 35F: 3 clusters Score -2742581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 110987 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 16539 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Mstep: Class 41 contains 9751 members 
Mstep: Class 42 contains 9558 members 
Mstep: Class 43 contains 6710 members 
Entering Unmasked Estep 
Score: -110964544.000000 Penalty: 88421.382812
Splitting cluster 25 changes total score from -110937456.000000 to -110964544.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -669758.625000 Penalty: 1301.132446
	Iteration 0F: 2 clusters Score -669758.6 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 3146 members 
Entering Unmasked Estep 
Score: -665292.687500 Penalty: 2602.264893
	Iteration 0F: 3 clusters Score -665292.7 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -666828.687500 Penalty: 2602.264893
	Iteration 1F: 3 clusters Score -666828.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -667303.062500 Penalty: 2602.264893
	Iteration 2F: 3 clusters Score -667303.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -667818.937500 Penalty: 2602.264893
	Iteration 3F: 3 clusters Score -667818.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -668404.125000 Penalty: 2602.264893
	Iteration 4F: 3 clusters Score -668404.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -668968.437500 Penalty: 2602.264893
	Iteration 5F: 3 clusters Score -668968.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -669469.562500 Penalty: 2602.264893
	Iteration 6F: 3 clusters Score -669469.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -669820.687500 Penalty: 2602.264893
	Iteration 7F: 3 clusters Score -669820.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -670045.500000 Penalty: 2602.264893
	Iteration 8Q: 3 clusters Score -670045.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -670205.062500 Penalty: 2602.264893
	Iteration 9Q: 3 clusters Score -670205.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -670331.187500 Penalty: 2602.264893
	Iteration 10Q: 3 clusters Score -670331.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -670456.437500 Penalty: 2602.264893
	Iteration 11Q: 3 clusters Score -670456.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -670574.875000 Penalty: 2602.264893
	Iteration 12Q: 3 clusters Score -670574.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -670730.812500 Penalty: 2602.264893
	Iteration 13Q: 3 clusters Score -670730.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -670979.500000 Penalty: 2602.264893
	Iteration 14Q: 3 clusters Score -670979.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -671272.937500 Penalty: 2602.264893
	Iteration 15Q: 3 clusters Score -671272.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -671390.250000 Penalty: 2602.264893
	Iteration 16Q: 3 clusters Score -671390.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -671437.312500 Penalty: 2602.264893
	Iteration 17Q: 3 clusters Score -671437.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -671468.875000 Penalty: 2602.264893
	Iteration 18Q: 3 clusters Score -671468.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -671480.937500 Penalty: 2602.264893
	Iteration 19Q: 3 clusters Score -671480.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -671492.062500 Penalty: 2602.264893
	Iteration 20F: 3 clusters Score -671492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -671496.562500 Penalty: 2602.264893
	Iteration 21Q: 3 clusters Score -671496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -671499.187500 Penalty: 2602.264893
	Iteration 22Q: 3 clusters Score -671499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -671499.562500 Penalty: 2602.264893
	Iteration 23Q: 3 clusters Score -671499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -671500.562500 Penalty: 2602.264893
	Iteration 24Q: 3 clusters Score -671500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -671500.750000 Penalty: 2602.264893
	Iteration 25Q: 3 clusters Score -671500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -671500.937500 Penalty: 2602.264893
	Iteration 26Q: 3 clusters Score -671500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -671503.062500 Penalty: 2602.264893
	Iteration 27Q: 3 clusters Score -671503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -671502.750000 Penalty: 2602.264893
	Iteration 28Q: 3 clusters Score -671502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -671502.562500 Penalty: 2602.264893
	Iteration 29Q: 3 clusters Score -671502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -671502.562500 Penalty: 2602.264893
	Iteration 30F: 3 clusters Score -671502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 110987 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 16539 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 54416 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Mstep: Class 41 contains 9751 members 
Mstep: Class 42 contains 9558 members 
Mstep: Class 43 contains 6710 members 
Mstep: Class 44 contains 4306 members 
Entering Unmasked Estep 
Score: -110965472.000000 Penalty: 90477.687500
Splitting cluster 26 changes total score from -110937456.000000 to -110965472.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (16711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Entering Unmasked Estep 
Score: -1820177.125000 Penalty: 1446.904785
	Iteration 0F: 2 clusters Score -1820177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1809189.875000 Penalty: 2893.809570
	Iteration 0F: 3 clusters Score -1809190 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1813057.250000 Penalty: 2893.809570
	Iteration 1F: 3 clusters Score -1813057 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1813467.375000 Penalty: 2893.809570
	Iteration 2F: 3 clusters Score -1813467 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1813838.375000 Penalty: 2893.809570
	Iteration 3Q: 3 clusters Score -1813838 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1814228.250000 Penalty: 2893.809570
	Iteration 4Q: 3 clusters Score -1814228 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1814696.375000 Penalty: 2893.809570
	Iteration 5Q: 3 clusters Score -1814696 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1815193.250000 Penalty: 2893.809570
	Iteration 6F: 3 clusters Score -1815193 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1815830.250000 Penalty: 2893.809570
	Iteration 7F: 3 clusters Score -1815830 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1816552.000000 Penalty: 2893.809570
	Iteration 8F: 3 clusters Score -1816552 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1817285.750000 Penalty: 2893.809570
	Iteration 9F: 3 clusters Score -1817286 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1817907.750000 Penalty: 2893.809570
	Iteration 10Q: 3 clusters Score -1817908 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1818393.250000 Penalty: 2893.809570
	Iteration 11Q: 3 clusters Score -1818393 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1818741.500000 Penalty: 2893.809570
	Iteration 12Q: 3 clusters Score -1818742 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1818994.125000 Penalty: 2893.809570
	Iteration 13Q: 3 clusters Score -1818994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1819149.875000 Penalty: 2893.809570
	Iteration 14Q: 3 clusters Score -1819150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1819266.750000 Penalty: 2893.809570
	Iteration 15Q: 3 clusters Score -1819267 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1819330.625000 Penalty: 2893.809570
	Iteration 16Q: 3 clusters Score -1819331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1819380.250000 Penalty: 2893.809570
	Iteration 17Q: 3 clusters Score -1819380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1819413.750000 Penalty: 2893.809570
	Iteration 18Q: 3 clusters Score -1819414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1819425.375000 Penalty: 2893.809570
	Iteration 19Q: 3 clusters Score -1819425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1819439.125000 Penalty: 2893.809570
	Iteration 20F: 3 clusters Score -1819439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1819446.875000 Penalty: 2893.809570
	Iteration 21Q: 3 clusters Score -1819447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1819449.250000 Penalty: 2893.809570
	Iteration 22Q: 3 clusters Score -1819449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1819459.375000 Penalty: 2893.809570
	Iteration 23Q: 3 clusters Score -1819459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1819465.750000 Penalty: 2893.809570
	Iteration 24Q: 3 clusters Score -1819466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1819466.875000 Penalty: 2893.809570
	Iteration 25Q: 3 clusters Score -1819467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1819470.875000 Penalty: 2893.809570
	Iteration 26Q: 3 clusters Score -1819471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1819479.625000 Penalty: 2893.809570
	Iteration 27Q: 3 clusters Score -1819480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1819484.375000 Penalty: 2893.809570
	Iteration 28Q: 3 clusters Score -1819484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1819485.500000 Penalty: 2893.809570
	Iteration 29Q: 3 clusters Score -1819486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1819487.250000 Penalty: 2893.809570
	Iteration 30Q: 3 clusters Score -1819487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1819491.375000 Penalty: 2893.809570
	Iteration 31Q: 3 clusters Score -1819491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1819492.000000 Penalty: 2893.809570
	Iteration 32Q: 3 clusters Score -1819492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1819496.875000 Penalty: 2893.809570
	Iteration 33Q: 3 clusters Score -1819497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1819498.125000 Penalty: 2893.809570
	Iteration 34Q: 3 clusters Score -1819498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1819500.250000 Penalty: 2893.809570
	Iteration 35Q: 3 clusters Score -1819500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1819501.250000 Penalty: 2893.809570
	Iteration 36Q: 3 clusters Score -1819501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1819500.250000 Penalty: 2893.809570
	Iteration 37Q: 3 clusters Score -1819500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1819499.750000 Penalty: 2893.809570
	Iteration 38Q: 3 clusters Score -1819500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1819503.625000 Penalty: 2893.809570
	Iteration 39Q: 3 clusters Score -1819504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1819503.250000 Penalty: 2893.809570
	Iteration 40F: 3 clusters Score -1819503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1819509.500000 Penalty: 2893.809570
	Iteration 41Q: 3 clusters Score -1819510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1819511.250000 Penalty: 2893.809570
	Iteration 42Q: 3 clusters Score -1819511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1819512.500000 Penalty: 2893.809570
	Iteration 43Q: 3 clusters Score -1819512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1819511.625000 Penalty: 2893.809570
	Iteration 44Q: 3 clusters Score -1819512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1819510.625000 Penalty: 2893.809570
	Iteration 45Q: 3 clusters Score -1819511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1819508.125000 Penalty: 2893.809570
	Iteration 46Q: 3 clusters Score -1819508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1819507.875000 Penalty: 2893.809570
	Iteration 47Q: 3 clusters Score -1819508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1819507.875000 Penalty: 2893.809570
	Iteration 48F: 3 clusters Score -1819508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (54416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Entering Unmasked Estep 
Score: -6091468.500000 Penalty: 1622.576660
	Iteration 0F: 2 clusters Score -6091468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -6056128.000000 Penalty: 3245.153320
	Iteration 0F: 3 clusters Score -6056128 nChanged 25100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -6070425.000000 Penalty: 3245.153320
	Iteration 1F: 3 clusters Score -6070425 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -6071131.000000 Penalty: 3245.153320
	Iteration 2Q: 3 clusters Score -6071131 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -6072101.500000 Penalty: 3245.153320
	Iteration 3Q: 3 clusters Score -6072102 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6073381.000000 Penalty: 3245.153320
	Iteration 4Q: 3 clusters Score -6073381 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -6075054.000000 Penalty: 3245.153320
	Iteration 5F: 3 clusters Score -6075054 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -6077307.500000 Penalty: 3245.153320
	Iteration 6F: 3 clusters Score -6077308 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -6080036.500000 Penalty: 3245.153320
	Iteration 7F: 3 clusters Score -6080036 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6083048.500000 Penalty: 3245.153320
	Iteration 8F: 3 clusters Score -6083048 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -6085663.500000 Penalty: 3245.153320
	Iteration 9F: 3 clusters Score -6085664 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -6087586.500000 Penalty: 3245.153320
	Iteration 10Q: 3 clusters Score -6087586 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -6088921.000000 Penalty: 3245.153320
	Iteration 11Q: 3 clusters Score -6088921 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -6089781.000000 Penalty: 3245.153320
	Iteration 12Q: 3 clusters Score -6089781 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -6090387.000000 Penalty: 3245.153320
	Iteration 13Q: 3 clusters Score -6090387 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6090803.000000 Penalty: 3245.153320
	Iteration 14Q: 3 clusters Score -6090803 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6091075.000000 Penalty: 3245.153320
	Iteration 15Q: 3 clusters Score -6091075 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6091291.500000 Penalty: 3245.153320
	Iteration 16Q: 3 clusters Score -6091292 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6091431.000000 Penalty: 3245.153320
	Iteration 17Q: 3 clusters Score -6091431 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6091503.500000 Penalty: 3245.153320
	Iteration 18Q: 3 clusters Score -6091504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6091548.500000 Penalty: 3245.153320
	Iteration 19Q: 3 clusters Score -6091548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6091587.000000 Penalty: 3245.153320
	Iteration 20F: 3 clusters Score -6091587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6091625.500000 Penalty: 3245.153320
	Iteration 21Q: 3 clusters Score -6091626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6091651.000000 Penalty: 3245.153320
	Iteration 22Q: 3 clusters Score -6091651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6091680.000000 Penalty: 3245.153320
	Iteration 23Q: 3 clusters Score -6091680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6091711.500000 Penalty: 3245.153320
	Iteration 24Q: 3 clusters Score -6091712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6091731.000000 Penalty: 3245.153320
	Iteration 25Q: 3 clusters Score -6091731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6091740.500000 Penalty: 3245.153320
	Iteration 26Q: 3 clusters Score -6091740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6091735.000000 Penalty: 3245.153320
	Iteration 27Q: 3 clusters Score -6091735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6091748.500000 Penalty: 3245.153320
	Iteration 28Q: 3 clusters Score -6091748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6091753.000000 Penalty: 3245.153320
	Iteration 29Q: 3 clusters Score -6091753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6091753.000000 Penalty: 3245.153320
	Iteration 30Q: 3 clusters Score -6091753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6091751.500000 Penalty: 3245.153320
	Iteration 31Q: 3 clusters Score -6091752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6091745.500000 Penalty: 3245.153320
	Iteration 32Q: 3 clusters Score -6091746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6091747.000000 Penalty: 3245.153320
	Iteration 33Q: 3 clusters Score -6091747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6091747.000000 Penalty: 3245.153320
	Iteration 34Q: 3 clusters Score -6091747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6091756.000000 Penalty: 3245.153320
	Iteration 35Q: 3 clusters Score -6091756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6091753.500000 Penalty: 3245.153320
	Iteration 36Q: 3 clusters Score -6091754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6091751.500000 Penalty: 3245.153320
	Iteration 37Q: 3 clusters Score -6091752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6091747.500000 Penalty: 3245.153320
	Iteration 38Q: 3 clusters Score -6091748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6091743.500000 Penalty: 3245.153320
	Iteration 39Q: 3 clusters Score -6091744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6091744.000000 Penalty: 3245.153320
	Iteration 40F: 3 clusters Score -6091744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 110987 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 16539 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 52504 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 74498 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Mstep: Class 41 contains 9751 members 
Mstep: Class 42 contains 9558 members 
Mstep: Class 43 contains 6710 members 
Mstep: Class 44 contains 4306 members 
Mstep: Class 45 contains 1912 members 
Entering Unmasked Estep 
Score: -110965432.000000 Penalty: 92534.007812
Splitting cluster 28 changes total score from -110937456.000000 to -110965432.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 29 (49462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Entering Unmasked Estep 
Score: -5559750.500000 Penalty: 1608.373291
	Iteration 0F: 2 clusters Score -5559750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5527719.500000 Penalty: 3216.746582
	Iteration 0F: 3 clusters Score -5527720 nChanged 22753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -5540318.000000 Penalty: 3216.746582
	Iteration 1F: 3 clusters Score -5540318 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5541209.000000 Penalty: 3216.746582
	Iteration 2Q: 3 clusters Score -5541209 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5542267.500000 Penalty: 3216.746582
	Iteration 3F: 3 clusters Score -5542268 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5543686.000000 Penalty: 3216.746582
	Iteration 4F: 3 clusters Score -5543686 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5545704.500000 Penalty: 3216.746582
	Iteration 5F: 3 clusters Score -5545704 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5548219.500000 Penalty: 3216.746582
	Iteration 6F: 3 clusters Score -5548220 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5551006.500000 Penalty: 3216.746582
	Iteration 7F: 3 clusters Score -5551006 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -5553412.000000 Penalty: 3216.746582
	Iteration 8F: 3 clusters Score -5553412 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5554982.000000 Penalty: 3216.746582
	Iteration 9Q: 3 clusters Score -5554982 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -5555973.500000 Penalty: 3216.746582
	Iteration 10Q: 3 clusters Score -5555974 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5556606.000000 Penalty: 3216.746582
	Iteration 11Q: 3 clusters Score -5556606 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5557011.500000 Penalty: 3216.746582
	Iteration 12Q: 3 clusters Score -5557012 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5557323.500000 Penalty: 3216.746582
	Iteration 13Q: 3 clusters Score -5557324 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5557522.000000 Penalty: 3216.746582
	Iteration 14Q: 3 clusters Score -5557522 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5557701.500000 Penalty: 3216.746582
	Iteration 15Q: 3 clusters Score -5557702 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5557826.000000 Penalty: 3216.746582
	Iteration 16Q: 3 clusters Score -5557826 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5557948.500000 Penalty: 3216.746582
	Iteration 17Q: 3 clusters Score -5557948 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5558015.000000 Penalty: 3216.746582
	Iteration 18Q: 3 clusters Score -5558015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5558074.500000 Penalty: 3216.746582
	Iteration 19Q: 3 clusters Score -5558074 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5558151.000000 Penalty: 3216.746582
	Iteration 20F: 3 clusters Score -5558151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5558220.000000 Penalty: 3216.746582
	Iteration 21Q: 3 clusters Score -5558220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5558276.000000 Penalty: 3216.746582
	Iteration 22Q: 3 clusters Score -5558276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5558331.500000 Penalty: 3216.746582
	Iteration 23Q: 3 clusters Score -5558332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5558363.500000 Penalty: 3216.746582
	Iteration 24Q: 3 clusters Score -5558364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5558422.000000 Penalty: 3216.746582
	Iteration 25Q: 3 clusters Score -5558422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5558455.000000 Penalty: 3216.746582
	Iteration 26Q: 3 clusters Score -5558455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5558491.000000 Penalty: 3216.746582
	Iteration 27Q: 3 clusters Score -5558491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5558508.500000 Penalty: 3216.746582
	Iteration 28Q: 3 clusters Score -5558508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5558521.000000 Penalty: 3216.746582
	Iteration 29Q: 3 clusters Score -5558521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5558548.000000 Penalty: 3216.746582
	Iteration 30Q: 3 clusters Score -5558548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5558568.500000 Penalty: 3216.746582
	Iteration 31Q: 3 clusters Score -5558568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5558591.000000 Penalty: 3216.746582
	Iteration 32Q: 3 clusters Score -5558591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5558601.000000 Penalty: 3216.746582
	Iteration 33Q: 3 clusters Score -5558601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5558615.000000 Penalty: 3216.746582
	Iteration 34Q: 3 clusters Score -5558615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5558635.500000 Penalty: 3216.746582
	Iteration 35Q: 3 clusters Score -5558636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5558646.500000 Penalty: 3216.746582
	Iteration 36Q: 3 clusters Score -5558646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5558656.500000 Penalty: 3216.746582
	Iteration 37Q: 3 clusters Score -5558656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5558668.500000 Penalty: 3216.746582
	Iteration 38Q: 3 clusters Score -5558668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5558677.500000 Penalty: 3216.746582
	Iteration 39Q: 3 clusters Score -5558678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5558679.500000 Penalty: 3216.746582
	Iteration 40F: 3 clusters Score -5558680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5558693.000000 Penalty: 3216.746582
	Iteration 41Q: 3 clusters Score -5558693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5558707.000000 Penalty: 3216.746582
	Iteration 42Q: 3 clusters Score -5558707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5558720.500000 Penalty: 3216.746582
	Iteration 43Q: 3 clusters Score -5558720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5558733.000000 Penalty: 3216.746582
	Iteration 44Q: 3 clusters Score -5558733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5558740.000000 Penalty: 3216.746582
	Iteration 45Q: 3 clusters Score -5558740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5558740.000000 Penalty: 3216.746582
	Iteration 46Q: 3 clusters Score -5558740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5558746.500000 Penalty: 3216.746582
	Iteration 47Q: 3 clusters Score -5558746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5558749.500000 Penalty: 3216.746582
	Iteration 48Q: 3 clusters Score -5558750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5558748.500000 Penalty: 3216.746582
	Iteration 49Q: 3 clusters Score -5558748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5558758.500000 Penalty: 3216.746582
	Iteration 50Q: 3 clusters Score -5558758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5558778.000000 Penalty: 3216.746582
	Iteration 51Q: 3 clusters Score -5558778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5558779.000000 Penalty: 3216.746582
	Iteration 52Q: 3 clusters Score -5558779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5558789.500000 Penalty: 3216.746582
	Iteration 53Q: 3 clusters Score -5558790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5558794.500000 Penalty: 3216.746582
	Iteration 54Q: 3 clusters Score -5558794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5558793.000000 Penalty: 3216.746582
	Iteration 55Q: 3 clusters Score -5558793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5558795.000000 Penalty: 3216.746582
	Iteration 56Q: 3 clusters Score -5558795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5558801.000000 Penalty: 3216.746582
	Iteration 57Q: 3 clusters Score -5558801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5558803.500000 Penalty: 3216.746582
	Iteration 58Q: 3 clusters Score -5558804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5558806.000000 Penalty: 3216.746582
	Iteration 59Q: 3 clusters Score -5558806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5558806.000000 Penalty: 3216.746582
	Iteration 60F: 3 clusters Score -5558806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (74498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Entering Unmasked Estep 
Score: -8287401.500000 Penalty: 1669.317017
	Iteration 0F: 2 clusters Score -8287402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8238942.500000 Penalty: 3338.634033
	Iteration 0F: 3 clusters Score -8238942 nChanged 34955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8259274.000000 Penalty: 3338.634033
	Iteration 1F: 3 clusters Score -8259274 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -8260821.500000 Penalty: 3338.634033
	Iteration 2Q: 3 clusters Score -8260822 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8262934.000000 Penalty: 3338.634033
	Iteration 3F: 3 clusters Score -8262934 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8265964.500000 Penalty: 3338.634033
	Iteration 4F: 3 clusters Score -8265964 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -8270095.000000 Penalty: 3338.634033
	Iteration 5F: 3 clusters Score -8270095 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -8274670.000000 Penalty: 3338.634033
	Iteration 6F: 3 clusters Score -8274670 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -8278598.000000 Penalty: 3338.634033
	Iteration 7F: 3 clusters Score -8278598 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -8281381.000000 Penalty: 3338.634033
	Iteration 8Q: 3 clusters Score -8281381 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -8282975.500000 Penalty: 3338.634033
	Iteration 9Q: 3 clusters Score -8282976 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -8283786.500000 Penalty: 3338.634033
	Iteration 10Q: 3 clusters Score -8283786 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -8284219.000000 Penalty: 3338.634033
	Iteration 11Q: 3 clusters Score -8284219 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -8284555.000000 Penalty: 3338.634033
	Iteration 12Q: 3 clusters Score -8284555 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -8284769.500000 Penalty: 3338.634033
	Iteration 13Q: 3 clusters Score -8284770 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -8284955.000000 Penalty: 3338.634033
	Iteration 14Q: 3 clusters Score -8284955 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -8285138.500000 Penalty: 3338.634033
	Iteration 15Q: 3 clusters Score -8285138 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -8285314.500000 Penalty: 3338.634033
	Iteration 16Q: 3 clusters Score -8285314 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -8285457.000000 Penalty: 3338.634033
	Iteration 17Q: 3 clusters Score -8285457 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -8285598.500000 Penalty: 3338.634033
	Iteration 18Q: 3 clusters Score -8285598 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -8285710.000000 Penalty: 3338.634033
	Iteration 19Q: 3 clusters Score -8285710 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -8285762.000000 Penalty: 3338.634033
	Iteration 20F: 3 clusters Score -8285762 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -8285870.500000 Penalty: 3338.634033
	Iteration 21Q: 3 clusters Score -8285870 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -8285955.000000 Penalty: 3338.634033
	Iteration 22Q: 3 clusters Score -8285955 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -8286011.000000 Penalty: 3338.634033
	Iteration 23Q: 3 clusters Score -8286011 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -8286049.000000 Penalty: 3338.634033
	Iteration 24Q: 3 clusters Score -8286049 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -8286152.000000 Penalty: 3338.634033
	Iteration 25Q: 3 clusters Score -8286152 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -8286226.500000 Penalty: 3338.634033
	Iteration 26Q: 3 clusters Score -8286226 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -8286308.500000 Penalty: 3338.634033
	Iteration 27Q: 3 clusters Score -8286308 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -8286322.500000 Penalty: 3338.634033
	Iteration 28Q: 3 clusters Score -8286322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -8286374.500000 Penalty: 3338.634033
	Iteration 29Q: 3 clusters Score -8286374 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -8286434.000000 Penalty: 3338.634033
	Iteration 30Q: 3 clusters Score -8286434 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8286493.000000 Penalty: 3338.634033
	Iteration 31Q: 3 clusters Score -8286493 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -8286571.500000 Penalty: 3338.634033
	Iteration 32Q: 3 clusters Score -8286572 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -8286600.500000 Penalty: 3338.634033
	Iteration 33Q: 3 clusters Score -8286600 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -8286637.000000 Penalty: 3338.634033
	Iteration 34Q: 3 clusters Score -8286637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -8286671.000000 Penalty: 3338.634033
	Iteration 35Q: 3 clusters Score -8286671 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -8286687.000000 Penalty: 3338.634033
	Iteration 36Q: 3 clusters Score -8286687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8286682.500000 Penalty: 3338.634033
	Iteration 37Q: 3 clusters Score -8286682 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -8286701.000000 Penalty: 3338.634033
	Iteration 38Q: 3 clusters Score -8286701 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -8286728.500000 Penalty: 3338.634033
	Iteration 39Q: 3 clusters Score -8286728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -8286731.000000 Penalty: 3338.634033
	Iteration 40F: 3 clusters Score -8286731 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -8286744.500000 Penalty: 3338.634033
	Iteration 41Q: 3 clusters Score -8286744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -8286746.500000 Penalty: 3338.634033
	Iteration 42Q: 3 clusters Score -8286746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -8286757.000000 Penalty: 3338.634033
	Iteration 43Q: 3 clusters Score -8286757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -8286782.500000 Penalty: 3338.634033
	Iteration 44Q: 3 clusters Score -8286782 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -8286788.000000 Penalty: 3338.634033
	Iteration 45Q: 3 clusters Score -8286788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -8286811.500000 Penalty: 3338.634033
	Iteration 46Q: 3 clusters Score -8286812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -8286822.000000 Penalty: 3338.634033
	Iteration 47Q: 3 clusters Score -8286822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -8286825.500000 Penalty: 3338.634033
	Iteration 48Q: 3 clusters Score -8286826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -8286819.000000 Penalty: 3338.634033
	Iteration 49Q: 3 clusters Score -8286819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -8286816.000000 Penalty: 3338.634033
	Iteration 50Q: 3 clusters Score -8286816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -8286823.000000 Penalty: 3338.634033
	Iteration 51Q: 3 clusters Score -8286823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 68152 members 
Entering Unmasked Estep 
Score: -8286824.500000 Penalty: 3338.634033
	Iteration 52Q: 3 clusters Score -8286824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -8286826.500000 Penalty: 3338.634033
	Iteration 53Q: 3 clusters Score -8286826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -8286839.500000 Penalty: 3338.634033
	Iteration 54Q: 3 clusters Score -8286840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -8286845.000000 Penalty: 3338.634033
	Iteration 55Q: 3 clusters Score -8286845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -8286855.000000 Penalty: 3338.634033
	Iteration 56Q: 3 clusters Score -8286855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -8286860.500000 Penalty: 3338.634033
	Iteration 57Q: 3 clusters Score -8286860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -8286874.000000 Penalty: 3338.634033
	Iteration 58Q: 3 clusters Score -8286874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -8286877.500000 Penalty: 3338.634033
	Iteration 59Q: 3 clusters Score -8286878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -8286882.000000 Penalty: 3338.634033
	Iteration 60F: 3 clusters Score -8286882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -8286896.000000 Penalty: 3338.634033
	Iteration 61Q: 3 clusters Score -8286896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -8286903.000000 Penalty: 3338.634033
	Iteration 62Q: 3 clusters Score -8286903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -8286913.000000 Penalty: 3338.634033
	Iteration 63Q: 3 clusters Score -8286913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -8286910.500000 Penalty: 3338.634033
	Iteration 64Q: 3 clusters Score -8286910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -8286906.000000 Penalty: 3338.634033
	Iteration 65Q: 3 clusters Score -8286906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -8286914.500000 Penalty: 3338.634033
	Iteration 66Q: 3 clusters Score -8286914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -8286926.500000 Penalty: 3338.634033
	Iteration 67Q: 3 clusters Score -8286926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -8286937.000000 Penalty: 3338.634033
	Iteration 68Q: 3 clusters Score -8286937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -8286934.500000 Penalty: 3338.634033
	Iteration 69Q: 3 clusters Score -8286934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -8286934.000000 Penalty: 3338.634033
	Iteration 70Q: 3 clusters Score -8286934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8286932.500000 Penalty: 3338.634033
	Iteration 71Q: 3 clusters Score -8286932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -8286941.500000 Penalty: 3338.634033
	Iteration 72Q: 3 clusters Score -8286942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -8286937.500000 Penalty: 3338.634033
	Iteration 73Q: 3 clusters Score -8286938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -8286945.500000 Penalty: 3338.634033
	Iteration 74Q: 3 clusters Score -8286946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -8286943.000000 Penalty: 3338.634033
	Iteration 75Q: 3 clusters Score -8286943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -8286940.000000 Penalty: 3338.634033
	Iteration 76Q: 3 clusters Score -8286940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -8286945.000000 Penalty: 3338.634033
	Iteration 77Q: 3 clusters Score -8286945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -8286946.000000 Penalty: 3338.634033
	Iteration 78Q: 3 clusters Score -8286946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -8286945.000000 Penalty: 3338.634033
	Iteration 79Q: 3 clusters Score -8286945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -8286950.000000 Penalty: 3338.634033
	Iteration 80F: 3 clusters Score -8286950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -8286948.000000 Penalty: 3338.634033
	Iteration 81Q: 3 clusters Score -8286948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -8286950.000000 Penalty: 3338.634033
	Iteration 82Q: 3 clusters Score -8286950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -8286951.000000 Penalty: 3338.634033
	Iteration 83Q: 3 clusters Score -8286951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -8286956.000000 Penalty: 3338.634033
	Iteration 84Q: 3 clusters Score -8286956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -8286953.000000 Penalty: 3338.634033
	Iteration 85Q: 3 clusters Score -8286953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -8286956.000000 Penalty: 3338.634033
	Iteration 86Q: 3 clusters Score -8286956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -8286963.500000 Penalty: 3338.634033
	Iteration 87Q: 3 clusters Score -8286964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -8286962.000000 Penalty: 3338.634033
	Iteration 88Q: 3 clusters Score -8286962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -8286965.500000 Penalty: 3338.634033
	Iteration 89Q: 3 clusters Score -8286966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -8286961.000000 Penalty: 3338.634033
	Iteration 90Q: 3 clusters Score -8286961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -8286967.500000 Penalty: 3338.634033
	Iteration 91Q: 3 clusters Score -8286968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -8286963.500000 Penalty: 3338.634033
	Iteration 92Q: 3 clusters Score -8286964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -8286946.000000 Penalty: 3338.634033
	Iteration 93Q: 3 clusters Score -8286946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -8286947.500000 Penalty: 3338.634033
	Iteration 94Q: 3 clusters Score -8286948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8286961.000000 Penalty: 3338.634033
	Iteration 95Q: 3 clusters Score -8286961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -8286958.500000 Penalty: 3338.634033
	Iteration 96Q: 3 clusters Score -8286958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -8286965.000000 Penalty: 3338.634033
	Iteration 97Q: 3 clusters Score -8286965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -8286955.000000 Penalty: 3338.634033
	Iteration 98Q: 3 clusters Score -8286955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -8286962.000000 Penalty: 3338.634033
	Iteration 99Q: 3 clusters Score -8286962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -8286959.000000 Penalty: 3338.634033
	Iteration 100F: 3 clusters Score -8286959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -8286954.500000 Penalty: 3338.634033
	Iteration 101Q: 3 clusters Score -8286954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -8286954.500000 Penalty: 3338.634033
	Iteration 102Q: 3 clusters Score -8286954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -8286956.000000 Penalty: 3338.634033
	Iteration 103Q: 3 clusters Score -8286956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -8286963.000000 Penalty: 3338.634033
	Iteration 104Q: 3 clusters Score -8286963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -8286955.000000 Penalty: 3338.634033
	Iteration 105Q: 3 clusters Score -8286955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -8286964.000000 Penalty: 3338.634033
	Iteration 106Q: 3 clusters Score -8286964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -8286967.500000 Penalty: 3338.634033
	Iteration 107Q: 3 clusters Score -8286968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -8286962.500000 Penalty: 3338.634033
	Iteration 108Q: 3 clusters Score -8286962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -8286962.500000 Penalty: 3338.634033
	Iteration 109Q: 3 clusters Score -8286962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -8286974.000000 Penalty: 3338.634033
	Iteration 110Q: 3 clusters Score -8286974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -8286972.500000 Penalty: 3338.634033
	Iteration 111Q: 3 clusters Score -8286972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -8286969.500000 Penalty: 3338.634033
	Iteration 112Q: 3 clusters Score -8286970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8286969.500000 Penalty: 3338.634033
	Iteration 113Q: 3 clusters Score -8286970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -8286968.500000 Penalty: 3338.634033
	Iteration 114Q: 3 clusters Score -8286968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -8286980.500000 Penalty: 3338.634033
	Iteration 115Q: 3 clusters Score -8286980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -8286969.500000 Penalty: 3338.634033
	Iteration 116Q: 3 clusters Score -8286970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -8286974.000000 Penalty: 3338.634033
	Iteration 117Q: 3 clusters Score -8286974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -8286977.500000 Penalty: 3338.634033
	Iteration 118Q: 3 clusters Score -8286978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -8286975.000000 Penalty: 3338.634033
	Iteration 119Q: 3 clusters Score -8286975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -8286963.000000 Penalty: 3338.634033
	Iteration 120F: 3 clusters Score -8286963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -8286963.500000 Penalty: 3338.634033
	Iteration 121Q: 3 clusters Score -8286964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -8286967.000000 Penalty: 3338.634033
	Iteration 122Q: 3 clusters Score -8286967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -8286968.500000 Penalty: 3338.634033
	Iteration 123Q: 3 clusters Score -8286968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -8286957.500000 Penalty: 3338.634033
	Iteration 124Q: 3 clusters Score -8286958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -8286965.500000 Penalty: 3338.634033
	Iteration 125Q: 3 clusters Score -8286966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -8286967.000000 Penalty: 3338.634033
	Iteration 126Q: 3 clusters Score -8286967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -8286963.500000 Penalty: 3338.634033
	Iteration 127Q: 3 clusters Score -8286964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -8286961.500000 Penalty: 3338.634033
	Iteration 128Q: 3 clusters Score -8286962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -8286955.000000 Penalty: 3338.634033
	Iteration 129Q: 3 clusters Score -8286955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -8286962.500000 Penalty: 3338.634033
	Iteration 130Q: 3 clusters Score -8286962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -8286960.000000 Penalty: 3338.634033
	Iteration 131Q: 3 clusters Score -8286960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -8286963.500000 Penalty: 3338.634033
	Iteration 132Q: 3 clusters Score -8286964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -8286967.500000 Penalty: 3338.634033
	Iteration 133Q: 3 clusters Score -8286968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -8286972.000000 Penalty: 3338.634033
	Iteration 134Q: 3 clusters Score -8286972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -8286973.000000 Penalty: 3338.634033
	Iteration 135Q: 3 clusters Score -8286973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -8286967.500000 Penalty: 3338.634033
	Iteration 136Q: 3 clusters Score -8286968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -8286974.000000 Penalty: 3338.634033
	Iteration 137Q: 3 clusters Score -8286974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -8286969.000000 Penalty: 3338.634033
	Iteration 138Q: 3 clusters Score -8286969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -8286959.500000 Penalty: 3338.634033
	Iteration 139Q: 3 clusters Score -8286960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8286962.000000 Penalty: 3338.634033
	Iteration 140F: 3 clusters Score -8286962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -8286966.500000 Penalty: 3338.634033
	Iteration 141Q: 3 clusters Score -8286966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -8286974.500000 Penalty: 3338.634033
	Iteration 142Q: 3 clusters Score -8286974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -8286981.000000 Penalty: 3338.634033
	Iteration 143Q: 3 clusters Score -8286981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -8286985.500000 Penalty: 3338.634033
	Iteration 144Q: 3 clusters Score -8286986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -8286991.000000 Penalty: 3338.634033
	Iteration 145Q: 3 clusters Score -8286991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -8286988.500000 Penalty: 3338.634033
	Iteration 146Q: 3 clusters Score -8286988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -8286989.500000 Penalty: 3338.634033
	Iteration 147Q: 3 clusters Score -8286990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -8286992.500000 Penalty: 3338.634033
	Iteration 148Q: 3 clusters Score -8286992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -8286981.000000 Penalty: 3338.634033
	Iteration 149Q: 3 clusters Score -8286981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -8286997.000000 Penalty: 3338.634033
	Iteration 150Q: 3 clusters Score -8286997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8286994.000000 Penalty: 3338.634033
	Iteration 151Q: 3 clusters Score -8286994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -8286988.000000 Penalty: 3338.634033
	Iteration 152Q: 3 clusters Score -8286988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -8286991.500000 Penalty: 3338.634033
	Iteration 153Q: 3 clusters Score -8286992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -8286990.000000 Penalty: 3338.634033
	Iteration 154Q: 3 clusters Score -8286990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -8286988.500000 Penalty: 3338.634033
	Iteration 155Q: 3 clusters Score -8286988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -8286988.000000 Penalty: 3338.634033
	Iteration 156Q: 3 clusters Score -8286988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -8286985.000000 Penalty: 3338.634033
	Iteration 157Q: 3 clusters Score -8286985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -8286996.000000 Penalty: 3338.634033
	Iteration 158Q: 3 clusters Score -8286996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -8286999.500000 Penalty: 3338.634033
	Iteration 159Q: 3 clusters Score -8287000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -8287002.500000 Penalty: 3338.634033
	Iteration 160F: 3 clusters Score -8287002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -8287012.500000 Penalty: 3338.634033
	Iteration 161Q: 3 clusters Score -8287012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -8287002.000000 Penalty: 3338.634033
	Iteration 162Q: 3 clusters Score -8287002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -8287006.500000 Penalty: 3338.634033
	Iteration 163Q: 3 clusters Score -8287006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -8287015.500000 Penalty: 3338.634033
	Iteration 164Q: 3 clusters Score -8287016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -8287012.500000 Penalty: 3338.634033
	Iteration 165Q: 3 clusters Score -8287012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -8287012.000000 Penalty: 3338.634033
	Iteration 166Q: 3 clusters Score -8287012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -8287017.000000 Penalty: 3338.634033
	Iteration 167Q: 3 clusters Score -8287017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -8287021.500000 Penalty: 3338.634033
	Iteration 168Q: 3 clusters Score -8287022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -8287029.000000 Penalty: 3338.634033
	Iteration 169Q: 3 clusters Score -8287029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -8287038.500000 Penalty: 3338.634033
	Iteration 170Q: 3 clusters Score -8287038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -8287043.500000 Penalty: 3338.634033
	Iteration 171Q: 3 clusters Score -8287044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -8287046.500000 Penalty: 3338.634033
	Iteration 172Q: 3 clusters Score -8287046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -8287044.500000 Penalty: 3338.634033
	Iteration 173Q: 3 clusters Score -8287044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -8287050.500000 Penalty: 3338.634033
	Iteration 174Q: 3 clusters Score -8287050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -8287045.500000 Penalty: 3338.634033
	Iteration 175Q: 3 clusters Score -8287046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8287043.500000 Penalty: 3338.634033
	Iteration 176Q: 3 clusters Score -8287044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -8287047.500000 Penalty: 3338.634033
	Iteration 177Q: 3 clusters Score -8287048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -8287045.500000 Penalty: 3338.634033
	Iteration 178Q: 3 clusters Score -8287046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -8287044.500000 Penalty: 3338.634033
	Iteration 179Q: 3 clusters Score -8287044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -8287046.500000 Penalty: 3338.634033
	Iteration 180F: 3 clusters Score -8287046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -8287041.000000 Penalty: 3338.634033
	Iteration 181Q: 3 clusters Score -8287041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -8287052.000000 Penalty: 3338.634033
	Iteration 182Q: 3 clusters Score -8287052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -8287066.500000 Penalty: 3338.634033
	Iteration 183Q: 3 clusters Score -8287066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -8287057.500000 Penalty: 3338.634033
	Iteration 184Q: 3 clusters Score -8287058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -8287088.000000 Penalty: 3338.634033
	Iteration 185Q: 3 clusters Score -8287088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -8287095.500000 Penalty: 3338.634033
	Iteration 186Q: 3 clusters Score -8287096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -8287099.000000 Penalty: 3338.634033
	Iteration 187Q: 3 clusters Score -8287099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -8287101.500000 Penalty: 3338.634033
	Iteration 188Q: 3 clusters Score -8287102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8287126.000000 Penalty: 3338.634033
	Iteration 189Q: 3 clusters Score -8287126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -8287115.500000 Penalty: 3338.634033
	Iteration 190Q: 3 clusters Score -8287116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -8287123.000000 Penalty: 3338.634033
	Iteration 191Q: 3 clusters Score -8287123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -8287151.500000 Penalty: 3338.634033
	Iteration 192Q: 3 clusters Score -8287152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -8287183.500000 Penalty: 3338.634033
	Iteration 193Q: 3 clusters Score -8287184 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -8287224.500000 Penalty: 3338.634033
	Iteration 194Q: 3 clusters Score -8287224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -8287271.500000 Penalty: 3338.634033
	Iteration 195Q: 3 clusters Score -8287272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -8287334.500000 Penalty: 3338.634033
	Iteration 196Q: 3 clusters Score -8287334 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -8287472.000000 Penalty: 3338.634033
	Iteration 197Q: 3 clusters Score -8287472 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -8287593.500000 Penalty: 3338.634033
	Iteration 198Q: 3 clusters Score -8287594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -8287731.000000 Penalty: 3338.634033
	Iteration 199Q: 3 clusters Score -8287731 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -8287885.000000 Penalty: 3338.634033
	Iteration 200F: 3 clusters Score -8287885 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -8288023.500000 Penalty: 3338.634033
	Iteration 201Q: 3 clusters Score -8288024 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -8288199.500000 Penalty: 3338.634033
	Iteration 202Q: 3 clusters Score -8288200 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -8288363.500000 Penalty: 3338.634033
	Iteration 203Q: 3 clusters Score -8288364 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -8288463.000000 Penalty: 3338.634033
	Iteration 204Q: 3 clusters Score -8288463 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -8288538.500000 Penalty: 3338.634033
	Iteration 205Q: 3 clusters Score -8288538 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -8288609.000000 Penalty: 3338.634033
	Iteration 206Q: 3 clusters Score -8288609 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -8288618.000000 Penalty: 3338.634033
	Iteration 207Q: 3 clusters Score -8288618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -8288664.000000 Penalty: 3338.634033
	Iteration 208Q: 3 clusters Score -8288664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -8288690.000000 Penalty: 3338.634033
	Iteration 209Q: 3 clusters Score -8288690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -8288689.000000 Penalty: 3338.634033
	Iteration 210Q: 3 clusters Score -8288689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -8288700.000000 Penalty: 3338.634033
	Iteration 211Q: 3 clusters Score -8288700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -8288701.000000 Penalty: 3338.634033
	Iteration 212Q: 3 clusters Score -8288701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -8288703.500000 Penalty: 3338.634033
	Iteration 213Q: 3 clusters Score -8288704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -8288696.000000 Penalty: 3338.634033
	Iteration 214Q: 3 clusters Score -8288696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -8288690.500000 Penalty: 3338.634033
	Iteration 215Q: 3 clusters Score -8288690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -8288687.500000 Penalty: 3338.634033
	Iteration 216Q: 3 clusters Score -8288688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -8288692.000000 Penalty: 3338.634033
	Iteration 217Q: 3 clusters Score -8288692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -8288684.000000 Penalty: 3338.634033
	Iteration 218Q: 3 clusters Score -8288684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -8288684.000000 Penalty: 3338.634033
	Iteration 219F: 3 clusters Score -8288684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 84768 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 68932 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 110987 members 
Mstep: Class 22 contains 13551 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 16539 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 52504 members 
Mstep: Class 29 contains 49462 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 84969 members 
Mstep: Class 35 contains 92436 members 
Mstep: Class 36 contains 13886 members 
Mstep: Class 37 contains 22976 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 7899 members 
Mstep: Class 40 contains 762 members 
Mstep: Class 41 contains 9751 members 
Mstep: Class 42 contains 9558 members 
Mstep: Class 43 contains 6710 members 
Mstep: Class 44 contains 4306 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 71058 members 
Entering Unmasked Estep 
Score: -110966024.000000 Penalty: 94590.312500
Splitting cluster 30 changes total score from -110937456.000000 to -110966024.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 31 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -886536.062500 Penalty: 1337.536499
	Iteration 0F: 2 clusters Score -886536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -880967.062500 Penalty: 2675.072998
	Iteration 0F: 3 clusters Score -880967.1 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -882763.937500 Penalty: 2675.072998
	Iteration 1F: 3 clusters Score -882763.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -883091.062500 Penalty: 2675.072998
	Iteration 2F: 3 clusters Score -883091.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -883401.562500 Penalty: 2675.072998
	Iteration 3F: 3 clusters Score -883401.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -883720.875000 Penalty: 2675.072998
	Iteration 4F: 3 clusters Score -883720.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -884031.500000 Penalty: 2675.072998
	Iteration 5F: 3 clusters Score -884031.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -884311.062500 Penalty: 2675.072998
	Iteration 6Q: 3 clusters Score -884311.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -884625.875000 Penalty: 2675.072998
	Iteration 7Q: 3 clusters Score -884625.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -884929.187500 Penalty: 2675.072998
	Iteration 8Q: 3 clusters Score -884929.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -885202.562500 Penalty: 2675.072998
	Iteration 9Q: 3 clusters Score -885202.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -885499.937500 Penalty: 2675.072998
	Iteration 10Q: 3 clusters Score -885499.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -885794.187500 Penalty: 2675.072998
	Iteration 11Q: 3 clusters Score -885794.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -886132.562500 Penalty: 2675.072998
	Iteration 12Q: 3 clusters Score -886132.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -886613.812500 Penalty: 2675.072998
	Iteration 13Q: 3 clusters Score -886613.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -887094.375000 Penalty: 2675.072998
	Iteration 14Q: 3 clusters Score -887094.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -887346.437500 Penalty: 2675.072998
	Iteration 15Q: 3 clusters Score -887346.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -887446.687500 Penalty: 2675.072998
	Iteration 16Q: 3 clusters Score -887446.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -887512.625000 Penalty: 2675.072998
	Iteration 17Q: 3 clusters Score -887512.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -887548.062500 Penalty: 2675.072998
	Iteration 18Q: 3 clusters Score -887548.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -887570.937500 Penalty: 2675.072998
	Iteration 19Q: 3 clusters Score -887570.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -887589.312500 Penalty: 2675.072998
	Iteration 20F: 3 clusters Score -887589.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -887605.312500 Penalty: 2675.072998
	Iteration 21Q: 3 clusters Score -887605.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -887614.875000 Penalty: 2675.072998
	Iteration 22Q: 3 clusters Score -887614.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -887627.562500 Penalty: 2675.072998
	Iteration 23Q: 3 clusters Score -887627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -887639.062500 Penalty: 2675.072998
	Iteration 24Q: 3 clusters Score -887639.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -887654.312500 Penalty: 2675.072998
	Iteration 25Q: 3 clusters Score -887654.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -887668.125000 Penalty: 2675.072998
	Iteration 26Q: 3 clusters Score -887668.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -887679.250000 Penalty: 2675.072998
	Iteration 27Q: 3 clusters Score -887679.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -887697.250000 Penalty: 2675.072998
	Iteration 28Q: 3 clusters Score -887697.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -887710.687500 Penalty: 2675.072998
	Iteration 29Q: 3 clusters Score -887710.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -887725.437500 Penalty: 2675.072998
	Iteration 30Q: 3 clusters Score -887725.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -887747.250000 Penalty: 2675.072998
	Iteration 31Q: 3 clusters Score -887747.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -887771.562500 Penalty: 2675.072998
	Iteration 32Q: 3 clusters Score -887771.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -887801.250000 Penalty: 2675.072998
	Iteration 33Q: 3 clusters Score -887801.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -887856.375000 Penalty: 2675.072998
	Iteration 34Q: 3 clusters Score -887856.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -887972.250000 Penalty: 2675.072998
	Iteration 35Q: 3 clusters Score -887972.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -888158.562500 Penalty: 2675.072998
	Iteration 36Q: 3 clusters Score -888158.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -888416.687500 Penalty: 2675.072998
	Iteration 37Q: 3 clusters Score -888416.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -888633.875000 Penalty: 2675.072998
	Iteration 38Q: 3 clusters Score -888633.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -888758.687500 Penalty: 2675.072998
	Iteration 39Q: 3 clusters Score -888758.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -888858.687500 Penalty: 2675.072998
	Iteration 40F: 3 clusters Score -888858.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -888917.312500 Penalty: 2675.072998
	Iteration 41Q: 3 clusters Score -888917.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -888955.000000 Penalty: 2675.072998
	Iteration 42Q: 3 clusters Score -888955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -888973.312500 Penalty: 2675.072998
	Iteration 43Q: 3 clusters Score -888973.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -888998.750000 Penalty: 2675.072998
	Iteration 44Q: 3 clusters Score -888998.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -889015.062500 Penalty: 2675.072998
	Iteration 45Q: 3 clusters Score -889015.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -889024.812500 Penalty: 2675.072998
	Iteration 46Q: 3 clusters Score -889024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -889036.250000 Penalty: 2675.072998
	Iteration 47Q: 3 clusters Score -889036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -889040.187500 Penalty: 2675.072998
	Iteration 48Q: 3 clusters Score -889040.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -889047.062500 Penalty: 2675.072998
	Iteration 49Q: 3 clusters Score -889047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -889053.375000 Penalty: 2675.072998
	Iteration 50Q: 3 clusters Score -889053.4 nChanged 19
Entering